warning: commands will be executed using /bin/sh
job 2584 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3949715 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 69058 members 
Mstep: Class 3 contains 69439 members 
Mstep: Class 4 contains 68987 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 6 contains 69129 members 
Mstep: Class 7 contains 69613 members 
Mstep: Class 8 contains 68964 members 
Mstep: Class 9 contains 69256 members 
Mstep: Class 10 contains 69154 members 
Mstep: Class 11 contains 69309 members 
Mstep: Class 12 contains 69199 members 
Mstep: Class 13 contains 69487 members 
Mstep: Class 14 contains 69074 members 
Mstep: Class 15 contains 69083 members 
Mstep: Class 16 contains 69981 members 
Mstep: Class 17 contains 69244 members 
Mstep: Class 18 contains 69382 members 
Mstep: Class 19 contains 69133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 102.831772 but Gain 3494.449219
Score: -160501824.000000 Penalty: 62900.175781
Iteration 0F: 19 clusters Score -1.605018e+08 nChanged 1243664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2762 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 92767 members 
Mstep: Class 3 contains 190355 members 
Mstep: Class 4 contains 92008 members 
Mstep: Class 5 contains 9695 members 
Mstep: Class 6 contains 38922 members 
Mstep: Class 7 contains 103841 members 
Mstep: Class 8 contains 52748 members 
Mstep: Class 9 contains 34136 members 
Mstep: Class 10 contains 81815 members 
Mstep: Class 11 contains 9696 members 
Mstep: Class 12 contains 342635 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 103663 members 
Mstep: Class 16 contains 24813 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 18 contains 56186 members 
Mstep: Class 19 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3084.698975 but Gain 3494.457031
Score: -164778544.000000 Penalty: 59405.718750
Iteration 1F: 18 clusters Score -1.647785e+08 nChanged 460378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2667 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 98969 members 
Mstep: Class 3 contains 268611 members 
Mstep: Class 4 contains 83494 members 
Mstep: Class 6 contains 26489 members 
Mstep: Class 7 contains 89162 members 
Mstep: Class 8 contains 38186 members 
Mstep: Class 9 contains 34900 members 
Mstep: Class 10 contains 49902 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 372644 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 14 contains 104359 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 53786 members 
Mstep: Class 19 contains 32502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165110480.000000 Penalty: 59405.718750
Iteration 2F: 18 clusters Score -1.651105e+08 nChanged 309081
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 112552 members 
Mstep: Class 3 contains 316437 members 
Mstep: Class 4 contains 109846 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 91197 members 
Mstep: Class 8 contains 29598 members 
Mstep: Class 9 contains 36802 members 
Mstep: Class 10 contains 32303 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 298708 members 
Mstep: Class 13 contains 13811 members 
Mstep: Class 14 contains 123467 members 
Mstep: Class 16 contains 20424 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 52323 members 
Mstep: Class 19 contains 28902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165348560.000000 Penalty: 59405.718750
Iteration 3F: 18 clusters Score -1.653486e+08 nChanged 259094
Entering Unmasked Mstep 
Mstep: Class 0 contains 2508 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 132274 members 
Mstep: Class 3 contains 266066 members 
Mstep: Class 4 contains 146672 members 
Mstep: Class 6 contains 17348 members 
Mstep: Class 7 contains 91460 members 
Mstep: Class 8 contains 21974 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 18262 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 297410 members 
Mstep: Class 13 contains 18692 members 
Mstep: Class 14 contains 148793 members 
Mstep: Class 16 contains 16446 members 
Mstep: Class 17 contains 12990 members 
Mstep: Class 18 contains 47027 members 
Mstep: Class 19 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165510528.000000 Penalty: 59405.718750
Iteration 4F: 18 clusters Score -1.655105e+08 nChanged 209238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2501 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 159141 members 
Mstep: Class 3 contains 229434 members 
Mstep: Class 4 contains 183386 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 90821 members 
Mstep: Class 8 contains 15671 members 
Mstep: Class 9 contains 38232 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 266589 members 
Mstep: Class 13 contains 22184 members 
Mstep: Class 14 contains 178705 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 17 contains 16367 members 
Mstep: Class 18 contains 39353 members 
Mstep: Class 19 contains 26055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165664128.000000 Penalty: 59405.718750
Iteration 5F: 18 clusters Score -1.656641e+08 nChanged 181837
Entering Unmasked Mstep 
Mstep: Class 0 contains 2494 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 187277 members 
Mstep: Class 3 contains 206904 members 
Mstep: Class 4 contains 213110 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 89404 members 
Mstep: Class 8 contains 10611 members 
Mstep: Class 9 contains 36169 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 227593 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 207194 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 19598 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 25905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165788416.000000 Penalty: 59405.718750
Iteration 6F: 18 clusters Score -1.657884e+08 nChanged 170300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2431 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 218459 members 
Mstep: Class 3 contains 187837 members 
Mstep: Class 4 contains 236258 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 87517 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 33860 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 187394 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 232023 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 21751 members 
Mstep: Class 18 contains 22877 members 
Mstep: Class 19 contains 26095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2729.123291 but Gain 3494.453125
Score: -165887584.000000 Penalty: 55911.265625
Iteration 7F: 17 clusters Score -1.658876e+08 nChanged 153876
Entering Unmasked Mstep 
Mstep: Class 0 contains 2214 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 232433 members 
Mstep: Class 3 contains 177138 members 
Mstep: Class 4 contains 254621 members 
Mstep: Class 7 contains 86275 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 32850 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 159487 members 
Mstep: Class 13 contains 24321 members 
Mstep: Class 14 contains 253302 members 
Mstep: Class 16 contains 10963 members 
Mstep: Class 17 contains 23600 members 
Mstep: Class 18 contains 17843 members 
Mstep: Class 19 contains 25711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3118.960938 but Gain 3494.453125
Score: -166001376.000000 Penalty: 52416.812500
Iteration 8F: 16 clusters Score -1.660014e+08 nChanged 128904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1394 members 
Mstep: Class 2 contains 225850 members 
Mstep: Class 3 contains 177528 members 
Mstep: Class 4 contains 268005 members 
Mstep: Class 7 contains 84998 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 32269 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 5402 members 
Mstep: Class 12 contains 148017 members 
Mstep: Class 13 contains 24818 members 
Mstep: Class 14 contains 266665 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 14556 members 
Mstep: Class 19 contains 25082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166183024.000000 Penalty: 52416.812500
Iteration 9F: 16 clusters Score -1.66183e+08 nChanged 101461
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 2 contains 213418 members 
Mstep: Class 3 contains 178466 members 
Mstep: Class 4 contains 279940 members 
Mstep: Class 7 contains 84668 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 31805 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 145685 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 272233 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 27073 members 
Mstep: Class 18 contains 12514 members 
Mstep: Class 19 contains 23867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166236096.000000 Penalty: 52416.812500
Iteration 10F: 16 clusters Score -1.662361e+08 nChanged 78261
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 201910 members 
Mstep: Class 3 contains 179897 members 
Mstep: Class 4 contains 289877 members 
Mstep: Class 7 contains 84774 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 31854 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 148749 members 
Mstep: Class 13 contains 24511 members 
Mstep: Class 14 contains 270638 members 
Mstep: Class 16 contains 10258 members 
Mstep: Class 17 contains 28556 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 22811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166268752.000000 Penalty: 52416.812500
Iteration 11F: 16 clusters Score -1.662688e+08 nChanged 59268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 192710 members 
Mstep: Class 3 contains 180749 members 
Mstep: Class 4 contains 297064 members 
Mstep: Class 7 contains 85249 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 32512 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 155758 members 
Mstep: Class 13 contains 24287 members 
Mstep: Class 14 contains 264284 members 
Mstep: Class 16 contains 10189 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 21831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166281808.000000 Penalty: 52416.812500
Iteration 12Q: 16 clusters Score -1.662818e+08 nChanged 47251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 185841 members 
Mstep: Class 3 contains 181003 members 
Mstep: Class 4 contains 301929 members 
Mstep: Class 7 contains 85756 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 33537 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 165469 members 
Mstep: Class 13 contains 24076 members 
Mstep: Class 14 contains 255074 members 
Mstep: Class 16 contains 10137 members 
Mstep: Class 17 contains 31306 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 20685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166290032.000000 Penalty: 52416.812500
Iteration 13Q: 16 clusters Score -1.6629e+08 nChanged 39919
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 181032 members 
Mstep: Class 3 contains 180475 members 
Mstep: Class 4 contains 303351 members 
Mstep: Class 7 contains 86277 members 
Mstep: Class 8 contains 3100 members 
Mstep: Class 9 contains 34854 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 177722 members 
Mstep: Class 13 contains 23868 members 
Mstep: Class 14 contains 244979 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 19409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166296992.000000 Penalty: 52416.812500
Iteration 14Q: 16 clusters Score -1.66297e+08 nChanged 37377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 177436 members 
Mstep: Class 3 contains 179008 members 
Mstep: Class 4 contains 302843 members 
Mstep: Class 7 contains 86609 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 36437 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 191154 members 
Mstep: Class 13 contains 23717 members 
Mstep: Class 14 contains 234943 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 34025 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 18015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166302960.000000 Penalty: 52416.812500
Iteration 15Q: 16 clusters Score -1.66303e+08 nChanged 36798
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 174489 members 
Mstep: Class 3 contains 177401 members 
Mstep: Class 4 contains 301405 members 
Mstep: Class 7 contains 86710 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 38156 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 204525 members 
Mstep: Class 13 contains 23565 members 
Mstep: Class 14 contains 225360 members 
Mstep: Class 16 contains 10095 members 
Mstep: Class 17 contains 35461 members 
Mstep: Class 18 contains 10809 members 
Mstep: Class 19 contains 16625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166308480.000000 Penalty: 52416.812500
Iteration 16Q: 16 clusters Score -1.663085e+08 nChanged 35018
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 172905 members 
Mstep: Class 3 contains 176785 members 
Mstep: Class 4 contains 300182 members 
Mstep: Class 7 contains 86668 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 39793 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 214501 members 
Mstep: Class 13 contains 23402 members 
Mstep: Class 14 contains 216828 members 
Mstep: Class 16 contains 10064 members 
Mstep: Class 17 contains 36819 members 
Mstep: Class 18 contains 11148 members 
Mstep: Class 19 contains 15266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166313344.000000 Penalty: 52416.812500
Iteration 17Q: 16 clusters Score -1.663133e+08 nChanged 31690
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 172565 members 
Mstep: Class 3 contains 177065 members 
Mstep: Class 4 contains 300018 members 
Mstep: Class 7 contains 86452 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 41239 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 220180 members 
Mstep: Class 13 contains 23310 members 
Mstep: Class 14 contains 209252 members 
Mstep: Class 16 contains 10038 members 
Mstep: Class 17 contains 38284 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166315808.000000 Penalty: 52416.812500
Iteration 18Q: 16 clusters Score -1.663158e+08 nChanged 27881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 173429 members 
Mstep: Class 3 contains 177973 members 
Mstep: Class 4 contains 300247 members 
Mstep: Class 7 contains 86136 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 42611 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 222149 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 203024 members 
Mstep: Class 16 contains 10009 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 11893 members 
Mstep: Class 19 contains 13441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166318160.000000 Penalty: 52416.812500
Iteration 19Q: 16 clusters Score -1.663182e+08 nChanged 24709
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 174955 members 
Mstep: Class 3 contains 179095 members 
Mstep: Class 4 contains 299921 members 
Mstep: Class 7 contains 85779 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 44054 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 221821 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 198501 members 
Mstep: Class 16 contains 9970 members 
Mstep: Class 17 contains 41065 members 
Mstep: Class 18 contains 12214 members 
Mstep: Class 19 contains 13011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166321984.000000 Penalty: 52416.812500
Iteration 20F: 16 clusters Score -1.66322e+08 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 176774 members 
Mstep: Class 3 contains 180107 members 
Mstep: Class 4 contains 299209 members 
Mstep: Class 7 contains 85141 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 45515 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 219905 members 
Mstep: Class 13 contains 23012 members 
Mstep: Class 14 contains 195486 members 
Mstep: Class 16 contains 9944 members 
Mstep: Class 17 contains 42274 members 
Mstep: Class 18 contains 12518 members 
Mstep: Class 19 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166325296.000000 Penalty: 52416.812500
Iteration 21Q: 16 clusters Score -1.663253e+08 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 178459 members 
Mstep: Class 3 contains 181064 members 
Mstep: Class 4 contains 298094 members 
Mstep: Class 7 contains 84431 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 47020 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 217210 members 
Mstep: Class 13 contains 22940 members 
Mstep: Class 14 contains 193832 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 12809 members 
Mstep: Class 19 contains 13421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166326944.000000 Penalty: 52416.812500
Iteration 22Q: 16 clusters Score -1.663269e+08 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 179855 members 
Mstep: Class 3 contains 181764 members 
Mstep: Class 4 contains 296769 members 
Mstep: Class 7 contains 83686 members 
Mstep: Class 8 contains 5990 members 
Mstep: Class 9 contains 48599 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 214303 members 
Mstep: Class 13 contains 22858 members 
Mstep: Class 14 contains 193137 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 44332 members 
Mstep: Class 18 contains 13115 members 
Mstep: Class 19 contains 13683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166329376.000000 Penalty: 52416.812500
Iteration 23Q: 16 clusters Score -1.663294e+08 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180991 members 
Mstep: Class 3 contains 182213 members 
Mstep: Class 4 contains 295346 members 
Mstep: Class 7 contains 82940 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 50273 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 211725 members 
Mstep: Class 13 contains 22792 members 
Mstep: Class 14 contains 192744 members 
Mstep: Class 16 contains 9952 members 
Mstep: Class 17 contains 45159 members 
Mstep: Class 18 contains 13353 members 
Mstep: Class 19 contains 13971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166331200.000000 Penalty: 52416.812500
Iteration 24Q: 16 clusters Score -1.663312e+08 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 181892 members 
Mstep: Class 3 contains 182579 members 
Mstep: Class 4 contains 293700 members 
Mstep: Class 7 contains 82280 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 51936 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 209420 members 
Mstep: Class 13 contains 22744 members 
Mstep: Class 14 contains 192666 members 
Mstep: Class 16 contains 9995 members 
Mstep: Class 17 contains 45856 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333104.000000 Penalty: 52416.812500
Iteration 25Q: 16 clusters Score -1.663331e+08 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 182452 members 
Mstep: Class 3 contains 182825 members 
Mstep: Class 4 contains 291726 members 
Mstep: Class 7 contains 81688 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 53722 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 207256 members 
Mstep: Class 13 contains 22684 members 
Mstep: Class 14 contains 193001 members 
Mstep: Class 16 contains 10028 members 
Mstep: Class 17 contains 46554 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 14392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333856.000000 Penalty: 52416.812500
Iteration 26Q: 16 clusters Score -1.663339e+08 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 182716 members 
Mstep: Class 3 contains 182940 members 
Mstep: Class 4 contains 289588 members 
Mstep: Class 7 contains 81150 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 55614 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 205370 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 14 contains 193451 members 
Mstep: Class 16 contains 10048 members 
Mstep: Class 17 contains 47231 members 
Mstep: Class 18 contains 14007 members 
Mstep: Class 19 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166336256.000000 Penalty: 52416.812500
Iteration 27Q: 16 clusters Score -1.663363e+08 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 182684 members 
Mstep: Class 3 contains 182861 members 
Mstep: Class 4 contains 287401 members 
Mstep: Class 7 contains 80599 members 
Mstep: Class 8 contains 9529 members 
Mstep: Class 9 contains 57576 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 203950 members 
Mstep: Class 13 contains 22586 members 
Mstep: Class 14 contains 193996 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 47885 members 
Mstep: Class 18 contains 14207 members 
Mstep: Class 19 contains 14664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166337776.000000 Penalty: 52416.812500
Iteration 28Q: 16 clusters Score -1.663378e+08 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 182515 members 
Mstep: Class 3 contains 182740 members 
Mstep: Class 4 contains 285184 members 
Mstep: Class 7 contains 80072 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 59572 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 202881 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 194448 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 17 contains 48502 members 
Mstep: Class 18 contains 14404 members 
Mstep: Class 19 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166338848.000000 Penalty: 52416.812500
Iteration 29Q: 16 clusters Score -1.663388e+08 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 182243 members 
Mstep: Class 3 contains 182519 members 
Mstep: Class 4 contains 282842 members 
Mstep: Class 7 contains 79590 members 
Mstep: Class 8 contains 11227 members 
Mstep: Class 9 contains 61676 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 202043 members 
Mstep: Class 13 contains 22492 members 
Mstep: Class 14 contains 194841 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 49060 members 
Mstep: Class 18 contains 14600 members 
Mstep: Class 19 contains 14782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166340816.000000 Penalty: 52416.812500
Iteration 30Q: 16 clusters Score -1.663408e+08 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 181910 members 
Mstep: Class 3 contains 182298 members 
Mstep: Class 4 contains 280503 members 
Mstep: Class 7 contains 79131 members 
Mstep: Class 8 contains 12066 members 
Mstep: Class 9 contains 63726 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 201460 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 195139 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 49565 members 
Mstep: Class 18 contains 14841 members 
Mstep: Class 19 contains 14854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166341168.000000 Penalty: 52416.812500
Iteration 31Q: 16 clusters Score -1.663412e+08 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 181588 members 
Mstep: Class 3 contains 182052 members 
Mstep: Class 4 contains 278070 members 
Mstep: Class 7 contains 78699 members 
Mstep: Class 8 contains 12911 members 
Mstep: Class 9 contains 65828 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 201092 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 195289 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 17 contains 50066 members 
Mstep: Class 18 contains 15110 members 
Mstep: Class 19 contains 14896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342640.000000 Penalty: 52416.812500
Iteration 32Q: 16 clusters Score -1.663426e+08 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 181294 members 
Mstep: Class 3 contains 181823 members 
Mstep: Class 4 contains 275589 members 
Mstep: Class 7 contains 78216 members 
Mstep: Class 8 contains 13729 members 
Mstep: Class 9 contains 67992 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 200720 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 195412 members 
Mstep: Class 16 contains 10099 members 
Mstep: Class 17 contains 50539 members 
Mstep: Class 18 contains 15479 members 
Mstep: Class 19 contains 14922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166344064.000000 Penalty: 52416.812500
Iteration 33Q: 16 clusters Score -1.663441e+08 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180978 members 
Mstep: Class 3 contains 181577 members 
Mstep: Class 4 contains 273237 members 
Mstep: Class 7 contains 77732 members 
Mstep: Class 8 contains 14496 members 
Mstep: Class 9 contains 70212 members 
Mstep: Class 10 contains 2934 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 200421 members 
Mstep: Class 13 contains 22079 members 
Mstep: Class 14 contains 195404 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 50884 members 
Mstep: Class 18 contains 15959 members 
Mstep: Class 19 contains 14933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166345200.000000 Penalty: 52416.812500
Iteration 34Q: 16 clusters Score -1.663452e+08 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180769 members 
Mstep: Class 3 contains 181243 members 
Mstep: Class 4 contains 271059 members 
Mstep: Class 7 contains 77241 members 
Mstep: Class 8 contains 15237 members 
Mstep: Class 9 contains 72402 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 200120 members 
Mstep: Class 13 contains 21979 members 
Mstep: Class 14 contains 195252 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 51194 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 14935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166346288.000000 Penalty: 52416.812500
Iteration 35Q: 16 clusters Score -1.663463e+08 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180642 members 
Mstep: Class 3 contains 180876 members 
Mstep: Class 4 contains 269030 members 
Mstep: Class 7 contains 76758 members 
Mstep: Class 8 contains 15914 members 
Mstep: Class 9 contains 74620 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 199795 members 
Mstep: Class 13 contains 21897 members 
Mstep: Class 14 contains 194901 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 51485 members 
Mstep: Class 18 contains 17069 members 
Mstep: Class 19 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166346928.000000 Penalty: 52416.812500
Iteration 36Q: 16 clusters Score -1.663469e+08 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180672 members 
Mstep: Class 3 contains 180478 members 
Mstep: Class 4 contains 267049 members 
Mstep: Class 7 contains 76280 members 
Mstep: Class 8 contains 16518 members 
Mstep: Class 9 contains 76805 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 199431 members 
Mstep: Class 13 contains 21812 members 
Mstep: Class 14 contains 194508 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 51746 members 
Mstep: Class 18 contains 17686 members 
Mstep: Class 19 contains 14926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166348384.000000 Penalty: 52416.812500
Iteration 37Q: 16 clusters Score -1.663484e+08 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180705 members 
Mstep: Class 3 contains 180095 members 
Mstep: Class 4 contains 265029 members 
Mstep: Class 7 contains 75821 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 79063 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 199009 members 
Mstep: Class 13 contains 21716 members 
Mstep: Class 14 contains 194202 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 51987 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 14897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166350272.000000 Penalty: 52416.812500
Iteration 38Q: 16 clusters Score -1.663503e+08 nChanged 10413
Entering ConstructFrom: 
Score: -166350272.000000 Penalty: 52416.812500
Entering ConstructFrom: 
Trying to split cluster 2 (180662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Entering Unmasked Estep 
Score: -23346442.000000 Penalty: 3001.887207
	Iteration 0F: 2 clusters Score -2.334644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -23230890.000000 Penalty: 6003.774414
	Iteration 0F: 3 clusters Score -2.323089e+07 nChanged 86662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -23281474.000000 Penalty: 6003.774414
	Iteration 1F: 3 clusters Score -2.328147e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -23282766.000000 Penalty: 6003.774414
	Iteration 2Q: 3 clusters Score -2.328277e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -23284270.000000 Penalty: 6003.774414
	Iteration 3Q: 3 clusters Score -2.328427e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -23286172.000000 Penalty: 6003.774414
	Iteration 4Q: 3 clusters Score -2.328617e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -23288526.000000 Penalty: 6003.774414
	Iteration 5Q: 3 clusters Score -2.328853e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -23291854.000000 Penalty: 6003.774414
	Iteration 6Q: 3 clusters Score -2.329185e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -23296384.000000 Penalty: 6003.774414
	Iteration 7Q: 3 clusters Score -2.329638e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -23302524.000000 Penalty: 6003.774414
	Iteration 8F: 3 clusters Score -2.330252e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -23310814.000000 Penalty: 6003.774414
	Iteration 9F: 3 clusters Score -2.331081e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -23319454.000000 Penalty: 6003.774414
	Iteration 10F: 3 clusters Score -2.331945e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -23325426.000000 Penalty: 6003.774414
	Iteration 11F: 3 clusters Score -2.332543e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -23328408.000000 Penalty: 6003.774414
	Iteration 12Q: 3 clusters Score -2.332841e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -23329962.000000 Penalty: 6003.774414
	Iteration 13Q: 3 clusters Score -2.332996e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -23330870.000000 Penalty: 6003.774414
	Iteration 14Q: 3 clusters Score -2.333087e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -23331984.000000 Penalty: 6003.774414
	Iteration 15Q: 3 clusters Score -2.333198e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 117145 members 
Entering Unmasked Estep 
Score: -23333150.000000 Penalty: 6003.774414
	Iteration 16Q: 3 clusters Score -2.333315e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -23334092.000000 Penalty: 6003.774414
	Iteration 17Q: 3 clusters Score -2.333409e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -23335114.000000 Penalty: 6003.774414
	Iteration 18Q: 3 clusters Score -2.333511e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -23336492.000000 Penalty: 6003.774414
	Iteration 19Q: 3 clusters Score -2.333649e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 128818 members 
Entering Unmasked Estep 
Score: -23337774.000000 Penalty: 6003.774414
	Iteration 20F: 3 clusters Score -2.333777e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -23338852.000000 Penalty: 6003.774414
	Iteration 21Q: 3 clusters Score -2.333885e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -23339790.000000 Penalty: 6003.774414
	Iteration 22Q: 3 clusters Score -2.333979e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -23340532.000000 Penalty: 6003.774414
	Iteration 23Q: 3 clusters Score -2.334053e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 139353 members 
Entering Unmasked Estep 
Score: -23341284.000000 Penalty: 6003.774414
	Iteration 24Q: 3 clusters Score -2.334128e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -23341750.000000 Penalty: 6003.774414
	Iteration 25Q: 3 clusters Score -2.334175e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 143847 members 
Entering Unmasked Estep 
Score: -23342248.000000 Penalty: 6003.774414
	Iteration 26Q: 3 clusters Score -2.334225e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -23343038.000000 Penalty: 6003.774414
	Iteration 27Q: 3 clusters Score -2.334304e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -23343558.000000 Penalty: 6003.774414
	Iteration 28Q: 3 clusters Score -2.334356e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 150162 members 
Entering Unmasked Estep 
Score: -23344050.000000 Penalty: 6003.774414
	Iteration 29Q: 3 clusters Score -2.334405e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -23344374.000000 Penalty: 6003.774414
	Iteration 30Q: 3 clusters Score -2.334437e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 154028 members 
Entering Unmasked Estep 
Score: -23344842.000000 Penalty: 6003.774414
	Iteration 31Q: 3 clusters Score -2.334484e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -23345286.000000 Penalty: 6003.774414
	Iteration 32Q: 3 clusters Score -2.334529e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -23345580.000000 Penalty: 6003.774414
	Iteration 33Q: 3 clusters Score -2.334558e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -23345988.000000 Penalty: 6003.774414
	Iteration 34Q: 3 clusters Score -2.334599e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -23346372.000000 Penalty: 6003.774414
	Iteration 35Q: 3 clusters Score -2.334637e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -23346684.000000 Penalty: 6003.774414
	Iteration 36Q: 3 clusters Score -2.334668e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -23346824.000000 Penalty: 6003.774414
	Iteration 37Q: 3 clusters Score -2.334682e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 165841 members 
Entering Unmasked Estep 
Score: -23346946.000000 Penalty: 6003.774414
	Iteration 38Q: 3 clusters Score -2.334695e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -23347074.000000 Penalty: 6003.774414
	Iteration 39Q: 3 clusters Score -2.334707e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -23347120.000000 Penalty: 6003.774414
	Iteration 40F: 3 clusters Score -2.334712e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -23347148.000000 Penalty: 6003.774414
	Iteration 41Q: 3 clusters Score -2.334715e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -23347170.000000 Penalty: 6003.774414
	Iteration 42Q: 3 clusters Score -2.334717e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 170607 members 
Entering Unmasked Estep 
Score: -23347168.000000 Penalty: 6003.774414
	Iteration 43Q: 3 clusters Score -2.334717e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 171199 members 
Entering Unmasked Estep 
Score: -23347178.000000 Penalty: 6003.774414
	Iteration 44Q: 3 clusters Score -2.334718e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -23347072.000000 Penalty: 6003.774414
	Iteration 45Q: 3 clusters Score -2.334707e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -23346982.000000 Penalty: 6003.774414
	Iteration 46Q: 3 clusters Score -2.334698e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -23346918.000000 Penalty: 6003.774414
	Iteration 47Q: 3 clusters Score -2.334692e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -23346864.000000 Penalty: 6003.774414
	Iteration 48Q: 3 clusters Score -2.334686e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -23346806.000000 Penalty: 6003.774414
	Iteration 49Q: 3 clusters Score -2.334681e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 173377 members 
Entering Unmasked Estep 
Score: -23346756.000000 Penalty: 6003.774414
	Iteration 50Q: 3 clusters Score -2.334676e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -23346738.000000 Penalty: 6003.774414
	Iteration 51Q: 3 clusters Score -2.334674e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -23346688.000000 Penalty: 6003.774414
	Iteration 52Q: 3 clusters Score -2.334669e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -23346648.000000 Penalty: 6003.774414
	Iteration 53Q: 3 clusters Score -2.334665e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -23346628.000000 Penalty: 6003.774414
	Iteration 54Q: 3 clusters Score -2.334663e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -23346592.000000 Penalty: 6003.774414
	Iteration 55Q: 3 clusters Score -2.334659e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -23346612.000000 Penalty: 6003.774414
	Iteration 56Q: 3 clusters Score -2.334661e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -23346556.000000 Penalty: 6003.774414
	Iteration 57Q: 3 clusters Score -2.334656e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -23346520.000000 Penalty: 6003.774414
	Iteration 58Q: 3 clusters Score -2.334652e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -23346442.000000 Penalty: 6003.774414
	Iteration 59Q: 3 clusters Score -2.334644e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -23346406.000000 Penalty: 6003.774414
	Iteration 60F: 3 clusters Score -2.334641e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -23346356.000000 Penalty: 6003.774414
	Iteration 61Q: 3 clusters Score -2.334636e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -23346348.000000 Penalty: 6003.774414
	Iteration 62Q: 3 clusters Score -2.334635e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 175460 members 
Entering Unmasked Estep 
Score: -23346358.000000 Penalty: 6003.774414
	Iteration 63Q: 3 clusters Score -2.334636e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -23346360.000000 Penalty: 6003.774414
	Iteration 64Q: 3 clusters Score -2.334636e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -23346334.000000 Penalty: 6003.774414
	Iteration 65Q: 3 clusters Score -2.334633e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 175681 members 
Entering Unmasked Estep 
Score: -23346294.000000 Penalty: 6003.774414
	Iteration 66Q: 3 clusters Score -2.334629e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -23346254.000000 Penalty: 6003.774414
	Iteration 67Q: 3 clusters Score -2.334625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 68Q: 3 clusters Score -2.334622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 69Q: 3 clusters Score -2.334622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -23346196.000000 Penalty: 6003.774414
	Iteration 70Q: 3 clusters Score -2.33462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -23346196.000000 Penalty: 6003.774414
	Iteration 71Q: 3 clusters Score -2.33462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -23346198.000000 Penalty: 6003.774414
	Iteration 72Q: 3 clusters Score -2.33462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -23346208.000000 Penalty: 6003.774414
	Iteration 73Q: 3 clusters Score -2.334621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -23346214.000000 Penalty: 6003.774414
	Iteration 74Q: 3 clusters Score -2.334621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -23346228.000000 Penalty: 6003.774414
	Iteration 75Q: 3 clusters Score -2.334623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 176040 members 
Entering Unmasked Estep 
Score: -23346220.000000 Penalty: 6003.774414
	Iteration 76Q: 3 clusters Score -2.334622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 77Q: 3 clusters Score -2.334622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 176076 members 
Entering Unmasked Estep 
Score: -23346212.000000 Penalty: 6003.774414
	Iteration 78Q: 3 clusters Score -2.334621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 176093 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 79Q: 3 clusters Score -2.334622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -23346218.000000 Penalty: 6003.774414
	Iteration 80F: 3 clusters Score -2.334622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 176114 members 
Entering Unmasked Estep 
Score: -23346226.000000 Penalty: 6003.774414
	Iteration 81Q: 3 clusters Score -2.334623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 176131 members 
Entering Unmasked Estep 
Score: -23346230.000000 Penalty: 6003.774414
	Iteration 82Q: 3 clusters Score -2.334623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -23346230.000000 Penalty: 6003.774414
	Iteration 83Q: 3 clusters Score -2.334623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 176163 members 
Entering Unmasked Estep 
Score: -23346208.000000 Penalty: 6003.774414
	Iteration 84Q: 3 clusters Score -2.334621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -23346218.000000 Penalty: 6003.774414
	Iteration 85Q: 3 clusters Score -2.334622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 176199 members 
Entering Unmasked Estep 
Score: -23346232.000000 Penalty: 6003.774414
	Iteration 86Q: 3 clusters Score -2.334623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 176215 members 
Entering Unmasked Estep 
Score: -23346220.000000 Penalty: 6003.774414
	Iteration 87Q: 3 clusters Score -2.334622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -23346224.000000 Penalty: 6003.774414
	Iteration 88Q: 3 clusters Score -2.334622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -23346238.000000 Penalty: 6003.774414
	Iteration 89Q: 3 clusters Score -2.334624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -23346228.000000 Penalty: 6003.774414
	Iteration 90Q: 3 clusters Score -2.334623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 176250 members 
Entering Unmasked Estep 
Score: -23346232.000000 Penalty: 6003.774414
	Iteration 91Q: 3 clusters Score -2.334623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -23346226.000000 Penalty: 6003.774414
	Iteration 92Q: 3 clusters Score -2.334623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 93Q: 3 clusters Score -2.334622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 176263 members 
Entering Unmasked Estep 
Score: -23346216.000000 Penalty: 6003.774414
	Iteration 94Q: 3 clusters Score -2.334622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 176267 members 
Entering Unmasked Estep 
Score: -23346230.000000 Penalty: 6003.774414
	Iteration 95Q: 3 clusters Score -2.334623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 176271 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 96Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 176273 members 
Entering Unmasked Estep 
Score: -23346218.000000 Penalty: 6003.774414
	Iteration 97Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 176275 members 
Entering Unmasked Estep 
Score: -23346210.000000 Penalty: 6003.774414
	Iteration 98Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -23346206.000000 Penalty: 6003.774414
	Iteration 99Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 176277 members 
Entering Unmasked Estep 
Score: -23346222.000000 Penalty: 6003.774414
	Iteration 100F: 3 clusters Score -2.334622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -23346212.000000 Penalty: 6003.774414
	Iteration 101Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -23346216.000000 Penalty: 6003.774414
	Iteration 102Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 176281 members 
Entering Unmasked Estep 
Score: -23346210.000000 Penalty: 6003.774414
	Iteration 103Q: 3 clusters Score -2.334621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -23346202.000000 Penalty: 6003.774414
	Iteration 104Q: 3 clusters Score -2.33462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 176287 members 
Entering Unmasked Estep 
Score: -23346198.000000 Penalty: 6003.774414
	Iteration 105Q: 3 clusters Score -2.33462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -23346210.000000 Penalty: 6003.774414
	Iteration 106Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -23346206.000000 Penalty: 6003.774414
	Iteration 107Q: 3 clusters Score -2.334621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -23346206.000000 Penalty: 6003.774414
	Iteration 108F: 3 clusters Score -2.334621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Entering Unmasked Estep 
Score: -23322708.000000 Penalty: 3000.514648
	Iteration 0F: 2 clusters Score -2.332271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -23213276.000000 Penalty: 6001.029297
	Iteration 0F: 3 clusters Score -2.321328e+07 nChanged 85928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -23262746.000000 Penalty: 6001.029297
	Iteration 1F: 3 clusters Score -2.326275e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -23263492.000000 Penalty: 6001.029297
	Iteration 2Q: 3 clusters Score -2.326349e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -23264202.000000 Penalty: 6001.029297
	Iteration 3Q: 3 clusters Score -2.32642e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -23265140.000000 Penalty: 6001.029297
	Iteration 4Q: 3 clusters Score -2.326514e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -23266264.000000 Penalty: 6001.029297
	Iteration 5Q: 3 clusters Score -2.326626e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -23267612.000000 Penalty: 6001.029297
	Iteration 6Q: 3 clusters Score -2.326761e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -23269284.000000 Penalty: 6001.029297
	Iteration 7Q: 3 clusters Score -2.326928e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -23271422.000000 Penalty: 6001.029297
	Iteration 8Q: 3 clusters Score -2.327142e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -23274614.000000 Penalty: 6001.029297
	Iteration 9Q: 3 clusters Score -2.327461e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -23279132.000000 Penalty: 6001.029297
	Iteration 10Q: 3 clusters Score -2.327913e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -23285526.000000 Penalty: 6001.029297
	Iteration 11F: 3 clusters Score -2.328553e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -23292920.000000 Penalty: 6001.029297
	Iteration 12F: 3 clusters Score -2.329292e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -23299836.000000 Penalty: 6001.029297
	Iteration 13F: 3 clusters Score -2.329984e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -23304254.000000 Penalty: 6001.029297
	Iteration 14Q: 3 clusters Score -2.330425e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113500 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -23305880.000000 Penalty: 6001.029297
	Iteration 15Q: 3 clusters Score -2.330588e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -23306830.000000 Penalty: 6001.029297
	Iteration 16Q: 3 clusters Score -2.330683e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -23307426.000000 Penalty: 6001.029297
	Iteration 17Q: 3 clusters Score -2.330743e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -23307762.000000 Penalty: 6001.029297
	Iteration 18Q: 3 clusters Score -2.330776e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -23308232.000000 Penalty: 6001.029297
	Iteration 19Q: 3 clusters Score -2.330823e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115606 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -23308440.000000 Penalty: 6001.029297
	Iteration 20F: 3 clusters Score -2.330844e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -23308684.000000 Penalty: 6001.029297
	Iteration 21Q: 3 clusters Score -2.330868e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -23308982.000000 Penalty: 6001.029297
	Iteration 22Q: 3 clusters Score -2.330898e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -23309278.000000 Penalty: 6001.029297
	Iteration 23Q: 3 clusters Score -2.330928e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -23309552.000000 Penalty: 6001.029297
	Iteration 24Q: 3 clusters Score -2.330955e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116698 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -23309770.000000 Penalty: 6001.029297
	Iteration 25Q: 3 clusters Score -2.330977e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116879 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -23310050.000000 Penalty: 6001.029297
	Iteration 26Q: 3 clusters Score -2.331005e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -23310266.000000 Penalty: 6001.029297
	Iteration 27Q: 3 clusters Score -2.331027e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -23310300.000000 Penalty: 6001.029297
	Iteration 28Q: 3 clusters Score -2.33103e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -23310680.000000 Penalty: 6001.029297
	Iteration 29Q: 3 clusters Score -2.331068e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -23310922.000000 Penalty: 6001.029297
	Iteration 30Q: 3 clusters Score -2.331092e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -23311186.000000 Penalty: 6001.029297
	Iteration 31Q: 3 clusters Score -2.331119e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -23311512.000000 Penalty: 6001.029297
	Iteration 32Q: 3 clusters Score -2.331151e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117640 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -23311790.000000 Penalty: 6001.029297
	Iteration 33Q: 3 clusters Score -2.331179e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -23312158.000000 Penalty: 6001.029297
	Iteration 34Q: 3 clusters Score -2.331216e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -23312380.000000 Penalty: 6001.029297
	Iteration 35Q: 3 clusters Score -2.331238e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -23312670.000000 Penalty: 6001.029297
	Iteration 36Q: 3 clusters Score -2.331267e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -23313020.000000 Penalty: 6001.029297
	Iteration 37Q: 3 clusters Score -2.331302e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -23313156.000000 Penalty: 6001.029297
	Iteration 38Q: 3 clusters Score -2.331316e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -23313486.000000 Penalty: 6001.029297
	Iteration 39Q: 3 clusters Score -2.331349e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118358 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -23313962.000000 Penalty: 6001.029297
	Iteration 40F: 3 clusters Score -2.331396e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -23314240.000000 Penalty: 6001.029297
	Iteration 41Q: 3 clusters Score -2.331424e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -23314574.000000 Penalty: 6001.029297
	Iteration 42Q: 3 clusters Score -2.331457e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -23314878.000000 Penalty: 6001.029297
	Iteration 43Q: 3 clusters Score -2.331488e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -23315134.000000 Penalty: 6001.029297
	Iteration 44Q: 3 clusters Score -2.331513e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -23315400.000000 Penalty: 6001.029297
	Iteration 45Q: 3 clusters Score -2.33154e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -23315590.000000 Penalty: 6001.029297
	Iteration 46Q: 3 clusters Score -2.331559e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -23315746.000000 Penalty: 6001.029297
	Iteration 47Q: 3 clusters Score -2.331575e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121255 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -23315982.000000 Penalty: 6001.029297
	Iteration 48Q: 3 clusters Score -2.331598e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -23316076.000000 Penalty: 6001.029297
	Iteration 49Q: 3 clusters Score -2.331608e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -23316262.000000 Penalty: 6001.029297
	Iteration 50Q: 3 clusters Score -2.331626e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -23316470.000000 Penalty: 6001.029297
	Iteration 51Q: 3 clusters Score -2.331647e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -23316618.000000 Penalty: 6001.029297
	Iteration 52Q: 3 clusters Score -2.331662e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -23316714.000000 Penalty: 6001.029297
	Iteration 53Q: 3 clusters Score -2.331671e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123882 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -23316896.000000 Penalty: 6001.029297
	Iteration 54Q: 3 clusters Score -2.33169e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124367 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -23316994.000000 Penalty: 6001.029297
	Iteration 55Q: 3 clusters Score -2.331699e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -23317108.000000 Penalty: 6001.029297
	Iteration 56Q: 3 clusters Score -2.331711e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -23317218.000000 Penalty: 6001.029297
	Iteration 57Q: 3 clusters Score -2.331722e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -23317346.000000 Penalty: 6001.029297
	Iteration 58Q: 3 clusters Score -2.331735e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -23317464.000000 Penalty: 6001.029297
	Iteration 59Q: 3 clusters Score -2.331746e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -23317570.000000 Penalty: 6001.029297
	Iteration 60F: 3 clusters Score -2.331757e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -23317694.000000 Penalty: 6001.029297
	Iteration 61Q: 3 clusters Score -2.331769e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -23317776.000000 Penalty: 6001.029297
	Iteration 62Q: 3 clusters Score -2.331778e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128620 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -23317832.000000 Penalty: 6001.029297
	Iteration 63Q: 3 clusters Score -2.331783e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129268 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -23317956.000000 Penalty: 6001.029297
	Iteration 64Q: 3 clusters Score -2.331796e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -23318066.000000 Penalty: 6001.029297
	Iteration 65Q: 3 clusters Score -2.331807e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130525 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -23318088.000000 Penalty: 6001.029297
	Iteration 66Q: 3 clusters Score -2.331809e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -23318210.000000 Penalty: 6001.029297
	Iteration 67Q: 3 clusters Score -2.331821e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -23318346.000000 Penalty: 6001.029297
	Iteration 68Q: 3 clusters Score -2.331835e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -23318468.000000 Penalty: 6001.029297
	Iteration 69Q: 3 clusters Score -2.331847e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -23318468.000000 Penalty: 6001.029297
	Iteration 70Q: 3 clusters Score -2.331847e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133641 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -23318618.000000 Penalty: 6001.029297
	Iteration 71Q: 3 clusters Score -2.331862e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -23318730.000000 Penalty: 6001.029297
	Iteration 72Q: 3 clusters Score -2.331873e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -23318782.000000 Penalty: 6001.029297
	Iteration 73Q: 3 clusters Score -2.331878e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -23318786.000000 Penalty: 6001.029297
	Iteration 74Q: 3 clusters Score -2.331879e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -23318718.000000 Penalty: 6001.029297
	Iteration 75Q: 3 clusters Score -2.331872e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -23318738.000000 Penalty: 6001.029297
	Iteration 76Q: 3 clusters Score -2.331874e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -23318778.000000 Penalty: 6001.029297
	Iteration 77Q: 3 clusters Score -2.331878e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -23318844.000000 Penalty: 6001.029297
	Iteration 78Q: 3 clusters Score -2.331884e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139426 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -23318872.000000 Penalty: 6001.029297
	Iteration 79Q: 3 clusters Score -2.331887e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -23318954.000000 Penalty: 6001.029297
	Iteration 80F: 3 clusters Score -2.331895e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -23319092.000000 Penalty: 6001.029297
	Iteration 81Q: 3 clusters Score -2.331909e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -23319270.000000 Penalty: 6001.029297
	Iteration 82Q: 3 clusters Score -2.331927e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -23319416.000000 Penalty: 6001.029297
	Iteration 83Q: 3 clusters Score -2.331942e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -23319562.000000 Penalty: 6001.029297
	Iteration 84Q: 3 clusters Score -2.331956e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144243 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -23319722.000000 Penalty: 6001.029297
	Iteration 85Q: 3 clusters Score -2.331972e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -23319800.000000 Penalty: 6001.029297
	Iteration 86Q: 3 clusters Score -2.33198e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -23320044.000000 Penalty: 6001.029297
	Iteration 87Q: 3 clusters Score -2.332004e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -23320240.000000 Penalty: 6001.029297
	Iteration 88Q: 3 clusters Score -2.332024e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -23320428.000000 Penalty: 6001.029297
	Iteration 89Q: 3 clusters Score -2.332043e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -23320672.000000 Penalty: 6001.029297
	Iteration 90Q: 3 clusters Score -2.332067e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -23320880.000000 Penalty: 6001.029297
	Iteration 91Q: 3 clusters Score -2.332088e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -23321086.000000 Penalty: 6001.029297
	Iteration 92Q: 3 clusters Score -2.332109e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -23321344.000000 Penalty: 6001.029297
	Iteration 93Q: 3 clusters Score -2.332134e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -23321612.000000 Penalty: 6001.029297
	Iteration 94Q: 3 clusters Score -2.332161e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155956 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -23321910.000000 Penalty: 6001.029297
	Iteration 95Q: 3 clusters Score -2.332191e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -23322138.000000 Penalty: 6001.029297
	Iteration 96Q: 3 clusters Score -2.332214e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -23322352.000000 Penalty: 6001.029297
	Iteration 97Q: 3 clusters Score -2.332235e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -23322644.000000 Penalty: 6001.029297
	Iteration 98Q: 3 clusters Score -2.332264e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -23323070.000000 Penalty: 6001.029297
	Iteration 99Q: 3 clusters Score -2.332307e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -23323270.000000 Penalty: 6001.029297
	Iteration 100F: 3 clusters Score -2.332327e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -23323594.000000 Penalty: 6001.029297
	Iteration 101Q: 3 clusters Score -2.332359e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165899 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -23323860.000000 Penalty: 6001.029297
	Iteration 102Q: 3 clusters Score -2.332386e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167074 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -23324048.000000 Penalty: 6001.029297
	Iteration 103Q: 3 clusters Score -2.332405e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -23323984.000000 Penalty: 6001.029297
	Iteration 104Q: 3 clusters Score -2.332398e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -23323902.000000 Penalty: 6001.029297
	Iteration 105Q: 3 clusters Score -2.33239e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169957 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -23323964.000000 Penalty: 6001.029297
	Iteration 106Q: 3 clusters Score -2.332396e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170666 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -23323922.000000 Penalty: 6001.029297
	Iteration 107Q: 3 clusters Score -2.332392e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -23323846.000000 Penalty: 6001.029297
	Iteration 108Q: 3 clusters Score -2.332385e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -23323756.000000 Penalty: 6001.029297
	Iteration 109Q: 3 clusters Score -2.332376e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172254 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -23323718.000000 Penalty: 6001.029297
	Iteration 110Q: 3 clusters Score -2.332372e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -23323694.000000 Penalty: 6001.029297
	Iteration 111Q: 3 clusters Score -2.332369e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173008 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -23323576.000000 Penalty: 6001.029297
	Iteration 112Q: 3 clusters Score -2.332358e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173342 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -23323488.000000 Penalty: 6001.029297
	Iteration 113Q: 3 clusters Score -2.332349e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -23323376.000000 Penalty: 6001.029297
	Iteration 114Q: 3 clusters Score -2.332338e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -23323310.000000 Penalty: 6001.029297
	Iteration 115Q: 3 clusters Score -2.332331e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174109 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -23323208.000000 Penalty: 6001.029297
	Iteration 116Q: 3 clusters Score -2.332321e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -23323146.000000 Penalty: 6001.029297
	Iteration 117Q: 3 clusters Score -2.332315e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -23323060.000000 Penalty: 6001.029297
	Iteration 118Q: 3 clusters Score -2.332306e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174636 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -23323022.000000 Penalty: 6001.029297
	Iteration 119Q: 3 clusters Score -2.332302e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -23322982.000000 Penalty: 6001.029297
	Iteration 120F: 3 clusters Score -2.332298e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -23322926.000000 Penalty: 6001.029297
	Iteration 121Q: 3 clusters Score -2.332293e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -23322878.000000 Penalty: 6001.029297
	Iteration 122Q: 3 clusters Score -2.332288e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -23322842.000000 Penalty: 6001.029297
	Iteration 123Q: 3 clusters Score -2.332284e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -23322754.000000 Penalty: 6001.029297
	Iteration 124Q: 3 clusters Score -2.332275e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -23322718.000000 Penalty: 6001.029297
	Iteration 125Q: 3 clusters Score -2.332272e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -23322660.000000 Penalty: 6001.029297
	Iteration 126Q: 3 clusters Score -2.332266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175360 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -23322618.000000 Penalty: 6001.029297
	Iteration 127Q: 3 clusters Score -2.332262e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -23322594.000000 Penalty: 6001.029297
	Iteration 128Q: 3 clusters Score -2.332259e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -23322564.000000 Penalty: 6001.029297
	Iteration 129Q: 3 clusters Score -2.332256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -23322512.000000 Penalty: 6001.029297
	Iteration 130Q: 3 clusters Score -2.332251e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175592 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -23322482.000000 Penalty: 6001.029297
	Iteration 131Q: 3 clusters Score -2.332248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -23322464.000000 Penalty: 6001.029297
	Iteration 132Q: 3 clusters Score -2.332246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -23322442.000000 Penalty: 6001.029297
	Iteration 133Q: 3 clusters Score -2.332244e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -23322410.000000 Penalty: 6001.029297
	Iteration 134Q: 3 clusters Score -2.332241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -23322400.000000 Penalty: 6001.029297
	Iteration 135Q: 3 clusters Score -2.33224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -23322392.000000 Penalty: 6001.029297
	Iteration 136Q: 3 clusters Score -2.332239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23322388.000000 Penalty: 6001.029297
	Iteration 137Q: 3 clusters Score -2.332239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -23322384.000000 Penalty: 6001.029297
	Iteration 138Q: 3 clusters Score -2.332238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -23322352.000000 Penalty: 6001.029297
	Iteration 139Q: 3 clusters Score -2.332235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23322318.000000 Penalty: 6001.029297
	Iteration 140F: 3 clusters Score -2.332232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -23322308.000000 Penalty: 6001.029297
	Iteration 141Q: 3 clusters Score -2.332231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -23322292.000000 Penalty: 6001.029297
	Iteration 142Q: 3 clusters Score -2.332229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176056 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -23322264.000000 Penalty: 6001.029297
	Iteration 143Q: 3 clusters Score -2.332226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -23322258.000000 Penalty: 6001.029297
	Iteration 144Q: 3 clusters Score -2.332226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23322270.000000 Penalty: 6001.029297
	Iteration 145Q: 3 clusters Score -2.332227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23322242.000000 Penalty: 6001.029297
	Iteration 146Q: 3 clusters Score -2.332224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176103 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -23322272.000000 Penalty: 6001.029297
	Iteration 147Q: 3 clusters Score -2.332227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -23322288.000000 Penalty: 6001.029297
	Iteration 148Q: 3 clusters Score -2.332229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -23322272.000000 Penalty: 6001.029297
	Iteration 149Q: 3 clusters Score -2.332227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23322252.000000 Penalty: 6001.029297
	Iteration 150Q: 3 clusters Score -2.332225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176115 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23322264.000000 Penalty: 6001.029297
	Iteration 151Q: 3 clusters Score -2.332226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176117 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -23322262.000000 Penalty: 6001.029297
	Iteration 152Q: 3 clusters Score -2.332226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176117 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -23322240.000000 Penalty: 6001.029297
	Iteration 153Q: 3 clusters Score -2.332224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176119 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -23322260.000000 Penalty: 6001.029297
	Iteration 154Q: 3 clusters Score -2.332226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -23322238.000000 Penalty: 6001.029297
	Iteration 155Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176128 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -23322254.000000 Penalty: 6001.029297
	Iteration 156Q: 3 clusters Score -2.332225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -23322258.000000 Penalty: 6001.029297
	Iteration 157Q: 3 clusters Score -2.332226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -23322240.000000 Penalty: 6001.029297
	Iteration 158Q: 3 clusters Score -2.332224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176143 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -23322238.000000 Penalty: 6001.029297
	Iteration 159Q: 3 clusters Score -2.332224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -23322232.000000 Penalty: 6001.029297
	Iteration 160F: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176154 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -23322240.000000 Penalty: 6001.029297
	Iteration 161Q: 3 clusters Score -2.332224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -23322244.000000 Penalty: 6001.029297
	Iteration 162Q: 3 clusters Score -2.332224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23322238.000000 Penalty: 6001.029297
	Iteration 163Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176162 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -23322244.000000 Penalty: 6001.029297
	Iteration 164Q: 3 clusters Score -2.332224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -23322252.000000 Penalty: 6001.029297
	Iteration 165Q: 3 clusters Score -2.332225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23322244.000000 Penalty: 6001.029297
	Iteration 166Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -23322238.000000 Penalty: 6001.029297
	Iteration 167Q: 3 clusters Score -2.332224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23322242.000000 Penalty: 6001.029297
	Iteration 168Q: 3 clusters Score -2.332224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23322250.000000 Penalty: 6001.029297
	Iteration 169Q: 3 clusters Score -2.332225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23322238.000000 Penalty: 6001.029297
	Iteration 170Q: 3 clusters Score -2.332224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23322234.000000 Penalty: 6001.029297
	Iteration 171Q: 3 clusters Score -2.332223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 6001.029297
	Iteration 172Q: 3 clusters Score -2.332223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 6001.029297
	Iteration 173Q: 3 clusters Score -2.332223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 6001.029297
	Iteration 174Q: 3 clusters Score -2.332223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -23322234.000000 Penalty: 6001.029297
	Iteration 175Q: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176176 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -23322234.000000 Penalty: 6001.029297
	Iteration 176Q: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -23322220.000000 Penalty: 6001.029297
	Iteration 177Q: 3 clusters Score -2.332222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176187 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -23322220.000000 Penalty: 6001.029297
	Iteration 178Q: 3 clusters Score -2.332222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -23322220.000000 Penalty: 6001.029297
	Iteration 179Q: 3 clusters Score -2.332222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176197 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23322208.000000 Penalty: 6001.029297
	Iteration 180F: 3 clusters Score -2.332221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -23322198.000000 Penalty: 6001.029297
	Iteration 181Q: 3 clusters Score -2.33222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -23322212.000000 Penalty: 6001.029297
	Iteration 182Q: 3 clusters Score -2.332221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176204 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -23322202.000000 Penalty: 6001.029297
	Iteration 183Q: 3 clusters Score -2.33222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23322206.000000 Penalty: 6001.029297
	Iteration 184Q: 3 clusters Score -2.332221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23322210.000000 Penalty: 6001.029297
	Iteration 185Q: 3 clusters Score -2.332221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23322208.000000 Penalty: 6001.029297
	Iteration 186Q: 3 clusters Score -2.332221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23322202.000000 Penalty: 6001.029297
	Iteration 187Q: 3 clusters Score -2.33222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23322198.000000 Penalty: 6001.029297
	Iteration 188Q: 3 clusters Score -2.33222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23322208.000000 Penalty: 6001.029297
	Iteration 189Q: 3 clusters Score -2.332221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23322222.000000 Penalty: 6001.029297
	Iteration 190Q: 3 clusters Score -2.332222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23322222.000000 Penalty: 6001.029297
	Iteration 191F: 3 clusters Score -2.332222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (262917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262917 members 
Entering Unmasked Estep 
Score: -33698932.000000 Penalty: 3094.939209
	Iteration 0F: 2 clusters Score -3.369893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131400 members 
Mstep: Class 2 contains 131517 members 
Entering Unmasked Estep 
Score: -33542486.000000 Penalty: 6189.878418
	Iteration 0F: 3 clusters Score -3.354249e+07 nChanged 126889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -33617996.000000 Penalty: 6189.878418
	Iteration 1F: 3 clusters Score -3.3618e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 136638 members 
Entering Unmasked Estep 
Score: -33621060.000000 Penalty: 6189.878418
	Iteration 2Q: 3 clusters Score -3.362106e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122458 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -33625936.000000 Penalty: 6189.878418
	Iteration 3Q: 3 clusters Score -3.362594e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116023 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -33633340.000000 Penalty: 6189.878418
	Iteration 4F: 3 clusters Score -3.363334e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -33645116.000000 Penalty: 6189.878418
	Iteration 5F: 3 clusters Score -3.364512e+07 nChanged 20646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -33661856.000000 Penalty: 6189.878418
	Iteration 6F: 3 clusters Score -3.366186e+07 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -33679192.000000 Penalty: 6189.878418
	Iteration 7F: 3 clusters Score -3.367919e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -33691228.000000 Penalty: 6189.878418
	Iteration 8F: 3 clusters Score -3.369123e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 203154 members 
Entering Unmasked Estep 
Score: -33696084.000000 Penalty: 6189.878418
	Iteration 9Q: 3 clusters Score -3.369608e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 210813 members 
Entering Unmasked Estep 
Score: -33698040.000000 Penalty: 6189.878418
	Iteration 10Q: 3 clusters Score -3.369804e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 217850 members 
Entering Unmasked Estep 
Score: -33698796.000000 Penalty: 6189.878418
	Iteration 11Q: 3 clusters Score -3.36988e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 224415 members 
Entering Unmasked Estep 
Score: -33699420.000000 Penalty: 6189.878418
	Iteration 12Q: 3 clusters Score -3.369942e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 230325 members 
Entering Unmasked Estep 
Score: -33699728.000000 Penalty: 6189.878418
	Iteration 13Q: 3 clusters Score -3.369973e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 235529 members 
Entering Unmasked Estep 
Score: -33699876.000000 Penalty: 6189.878418
	Iteration 14Q: 3 clusters Score -3.369988e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 239978 members 
Entering Unmasked Estep 
Score: -33699744.000000 Penalty: 6189.878418
	Iteration 15Q: 3 clusters Score -3.369974e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 243705 members 
Entering Unmasked Estep 
Score: -33699540.000000 Penalty: 6189.878418
	Iteration 16Q: 3 clusters Score -3.369954e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 246953 members 
Entering Unmasked Estep 
Score: -33699244.000000 Penalty: 6189.878418
	Iteration 17Q: 3 clusters Score -3.369924e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 249658 members 
Entering Unmasked Estep 
Score: -33699008.000000 Penalty: 6189.878418
	Iteration 18Q: 3 clusters Score -3.369901e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 251899 members 
Entering Unmasked Estep 
Score: -33698816.000000 Penalty: 6189.878418
	Iteration 19Q: 3 clusters Score -3.369882e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 253736 members 
Entering Unmasked Estep 
Score: -33698576.000000 Penalty: 6189.878418
	Iteration 20F: 3 clusters Score -3.369858e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 255495 members 
Entering Unmasked Estep 
Score: -33698392.000000 Penalty: 6189.878418
	Iteration 21Q: 3 clusters Score -3.369839e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 256884 members 
Entering Unmasked Estep 
Score: -33698112.000000 Penalty: 6189.878418
	Iteration 22Q: 3 clusters Score -3.369811e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 257993 members 
Entering Unmasked Estep 
Score: -33697900.000000 Penalty: 6189.878418
	Iteration 23Q: 3 clusters Score -3.36979e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 258860 members 
Entering Unmasked Estep 
Score: -33697824.000000 Penalty: 6189.878418
	Iteration 24Q: 3 clusters Score -3.369782e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 259490 members 
Entering Unmasked Estep 
Score: -33697680.000000 Penalty: 6189.878418
	Iteration 25Q: 3 clusters Score -3.369768e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 259991 members 
Entering Unmasked Estep 
Score: -33697564.000000 Penalty: 6189.878418
	Iteration 26Q: 3 clusters Score -3.369756e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 260388 members 
Entering Unmasked Estep 
Score: -33697404.000000 Penalty: 6189.878418
	Iteration 27Q: 3 clusters Score -3.36974e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 260719 members 
Entering Unmasked Estep 
Score: -33697240.000000 Penalty: 6189.878418
	Iteration 28Q: 3 clusters Score -3.369724e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 260967 members 
Entering Unmasked Estep 
Score: -33697200.000000 Penalty: 6189.878418
	Iteration 29Q: 3 clusters Score -3.36972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 261160 members 
Entering Unmasked Estep 
Score: -33697156.000000 Penalty: 6189.878418
	Iteration 30Q: 3 clusters Score -3.369716e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 261322 members 
Entering Unmasked Estep 
Score: -33697104.000000 Penalty: 6189.878418
	Iteration 31Q: 3 clusters Score -3.36971e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 261454 members 
Entering Unmasked Estep 
Score: -33697044.000000 Penalty: 6189.878418
	Iteration 32Q: 3 clusters Score -3.369704e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 261554 members 
Entering Unmasked Estep 
Score: -33696968.000000 Penalty: 6189.878418
	Iteration 33Q: 3 clusters Score -3.369697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 261652 members 
Entering Unmasked Estep 
Score: -33696944.000000 Penalty: 6189.878418
	Iteration 34Q: 3 clusters Score -3.369694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 261715 members 
Entering Unmasked Estep 
Score: -33696896.000000 Penalty: 6189.878418
	Iteration 35Q: 3 clusters Score -3.36969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 261774 members 
Entering Unmasked Estep 
Score: -33696872.000000 Penalty: 6189.878418
	Iteration 36Q: 3 clusters Score -3.369687e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 261813 members 
Entering Unmasked Estep 
Score: -33696880.000000 Penalty: 6189.878418
	Iteration 37Q: 3 clusters Score -3.369688e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 261854 members 
Entering Unmasked Estep 
Score: -33696840.000000 Penalty: 6189.878418
	Iteration 38Q: 3 clusters Score -3.369684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 261884 members 
Entering Unmasked Estep 
Score: -33696848.000000 Penalty: 6189.878418
	Iteration 39Q: 3 clusters Score -3.369685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 261910 members 
Entering Unmasked Estep 
Score: -33696816.000000 Penalty: 6189.878418
	Iteration 40F: 3 clusters Score -3.369682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 261936 members 
Entering Unmasked Estep 
Score: -33696832.000000 Penalty: 6189.878418
	Iteration 41Q: 3 clusters Score -3.369683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 261957 members 
Entering Unmasked Estep 
Score: -33696800.000000 Penalty: 6189.878418
	Iteration 42Q: 3 clusters Score -3.36968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 261981 members 
Entering Unmasked Estep 
Score: -33696784.000000 Penalty: 6189.878418
	Iteration 43Q: 3 clusters Score -3.369678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 261999 members 
Entering Unmasked Estep 
Score: -33696772.000000 Penalty: 6189.878418
	Iteration 44Q: 3 clusters Score -3.369677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 262015 members 
Entering Unmasked Estep 
Score: -33696768.000000 Penalty: 6189.878418
	Iteration 45Q: 3 clusters Score -3.369677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 262032 members 
Entering Unmasked Estep 
Score: -33696752.000000 Penalty: 6189.878418
	Iteration 46Q: 3 clusters Score -3.369675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 262042 members 
Entering Unmasked Estep 
Score: -33696768.000000 Penalty: 6189.878418
	Iteration 47Q: 3 clusters Score -3.369677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 262054 members 
Entering Unmasked Estep 
Score: -33696760.000000 Penalty: 6189.878418
	Iteration 48Q: 3 clusters Score -3.369676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 262064 members 
Entering Unmasked Estep 
Score: -33696788.000000 Penalty: 6189.878418
	Iteration 49Q: 3 clusters Score -3.369679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 262079 members 
Entering Unmasked Estep 
Score: -33696792.000000 Penalty: 6189.878418
	Iteration 50Q: 3 clusters Score -3.369679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 262094 members 
Entering Unmasked Estep 
Score: -33696764.000000 Penalty: 6189.878418
	Iteration 51Q: 3 clusters Score -3.369676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 262105 members 
Entering Unmasked Estep 
Score: -33696800.000000 Penalty: 6189.878418
	Iteration 52Q: 3 clusters Score -3.36968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 262113 members 
Entering Unmasked Estep 
Score: -33696792.000000 Penalty: 6189.878418
	Iteration 53Q: 3 clusters Score -3.369679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 262117 members 
Entering Unmasked Estep 
Score: -33696796.000000 Penalty: 6189.878418
	Iteration 54Q: 3 clusters Score -3.36968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 262119 members 
Entering Unmasked Estep 
Score: -33696800.000000 Penalty: 6189.878418
	Iteration 55Q: 3 clusters Score -3.36968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 262120 members 
Entering Unmasked Estep 
Score: -33696796.000000 Penalty: 6189.878418
	Iteration 56Q: 3 clusters Score -3.36968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 262121 members 
Entering Unmasked Estep 
Score: -33696796.000000 Penalty: 6189.878418
	Iteration 57Q: 3 clusters Score -3.36968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 262121 members 
Entering Unmasked Estep 
Score: -33696796.000000 Penalty: 6189.878418
	Iteration 58F: 3 clusters Score -3.36968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Entering Unmasked Estep 
Score: -9437804.000000 Penalty: 2785.015137
	Iteration 0F: 2 clusters Score -9437804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9386910.000000 Penalty: 5570.030273
	Iteration 0F: 3 clusters Score -9386910 nChanged 35468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -9406992.000000 Penalty: 5570.030273
	Iteration 1F: 3 clusters Score -9406992 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -9407648.000000 Penalty: 5570.030273
	Iteration 2Q: 3 clusters Score -9407648 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -9408241.000000 Penalty: 5570.030273
	Iteration 3Q: 3 clusters Score -9408241 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -9408904.000000 Penalty: 5570.030273
	Iteration 4Q: 3 clusters Score -9408904 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -9409587.000000 Penalty: 5570.030273
	Iteration 5Q: 3 clusters Score -9409587 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -9410434.000000 Penalty: 5570.030273
	Iteration 6Q: 3 clusters Score -9410434 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -9411217.000000 Penalty: 5570.030273
	Iteration 7Q: 3 clusters Score -9411217 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -9412109.000000 Penalty: 5570.030273
	Iteration 8Q: 3 clusters Score -9412109 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -9412997.000000 Penalty: 5570.030273
	Iteration 9Q: 3 clusters Score -9412997 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9413872.000000 Penalty: 5570.030273
	Iteration 10Q: 3 clusters Score -9413872 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -9414719.000000 Penalty: 5570.030273
	Iteration 11Q: 3 clusters Score -9414719 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -9415514.000000 Penalty: 5570.030273
	Iteration 12Q: 3 clusters Score -9415514 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -9416466.000000 Penalty: 5570.030273
	Iteration 13Q: 3 clusters Score -9416466 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9417550.000000 Penalty: 5570.030273
	Iteration 14Q: 3 clusters Score -9417550 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9418924.000000 Penalty: 5570.030273
	Iteration 15Q: 3 clusters Score -9418924 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -9420868.000000 Penalty: 5570.030273
	Iteration 16Q: 3 clusters Score -9420868 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -9423542.000000 Penalty: 5570.030273
	Iteration 17F: 3 clusters Score -9423542 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -9427096.000000 Penalty: 5570.030273
	Iteration 18F: 3 clusters Score -9427096 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -9430356.000000 Penalty: 5570.030273
	Iteration 19Q: 3 clusters Score -9430356 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -9432587.000000 Penalty: 5570.030273
	Iteration 20F: 3 clusters Score -9432587 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9433847.000000 Penalty: 5570.030273
	Iteration 21Q: 3 clusters Score -9433847 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9434535.000000 Penalty: 5570.030273
	Iteration 22Q: 3 clusters Score -9434535 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9434942.000000 Penalty: 5570.030273
	Iteration 23Q: 3 clusters Score -9434942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9435173.000000 Penalty: 5570.030273
	Iteration 24Q: 3 clusters Score -9435173 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9435284.000000 Penalty: 5570.030273
	Iteration 25Q: 3 clusters Score -9435284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9435377.000000 Penalty: 5570.030273
	Iteration 26Q: 3 clusters Score -9435377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9435450.000000 Penalty: 5570.030273
	Iteration 27Q: 3 clusters Score -9435450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9435467.000000 Penalty: 5570.030273
	Iteration 28Q: 3 clusters Score -9435467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9435485.000000 Penalty: 5570.030273
	Iteration 29Q: 3 clusters Score -9435485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9435513.000000 Penalty: 5570.030273
	Iteration 30Q: 3 clusters Score -9435513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9435533.000000 Penalty: 5570.030273
	Iteration 31Q: 3 clusters Score -9435533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9435531.000000 Penalty: 5570.030273
	Iteration 32Q: 3 clusters Score -9435531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9435543.000000 Penalty: 5570.030273
	Iteration 33Q: 3 clusters Score -9435543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9435542.000000 Penalty: 5570.030273
	Iteration 34Q: 3 clusters Score -9435542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9435559.000000 Penalty: 5570.030273
	Iteration 35Q: 3 clusters Score -9435559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9435559.000000 Penalty: 5570.030273
	Iteration 36Q: 3 clusters Score -9435559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9435574.000000 Penalty: 5570.030273
	Iteration 37Q: 3 clusters Score -9435574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9435579.000000 Penalty: 5570.030273
	Iteration 38Q: 3 clusters Score -9435579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9435586.000000 Penalty: 5570.030273
	Iteration 39Q: 3 clusters Score -9435586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9435582.000000 Penalty: 5570.030273
	Iteration 40F: 3 clusters Score -9435582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9435589.000000 Penalty: 5570.030273
	Iteration 41Q: 3 clusters Score -9435589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9435589.000000 Penalty: 5570.030273
	Iteration 42Q: 3 clusters Score -9435589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9435587.000000 Penalty: 5570.030273
	Iteration 43Q: 3 clusters Score -9435587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9435593.000000 Penalty: 5570.030273
	Iteration 44Q: 3 clusters Score -9435593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9435590.000000 Penalty: 5570.030273
	Iteration 45Q: 3 clusters Score -9435590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9435596.000000 Penalty: 5570.030273
	Iteration 46Q: 3 clusters Score -9435596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9435596.000000 Penalty: 5570.030273
	Iteration 47F: 3 clusters Score -9435596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Entering Unmasked Estep 
Score: -2301784.500000 Penalty: 2424.474854
	Iteration 0F: 2 clusters Score -2301784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2289251.250000 Penalty: 4848.949707
	Iteration 0F: 3 clusters Score -2289251 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2293300.500000 Penalty: 4848.949707
	Iteration 1F: 3 clusters Score -2293300 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2293640.500000 Penalty: 4848.949707
	Iteration 2F: 3 clusters Score -2293640 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2293922.500000 Penalty: 4848.949707
	Iteration 3Q: 3 clusters Score -2293922 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2294182.250000 Penalty: 4848.949707
	Iteration 4Q: 3 clusters Score -2294182 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2294437.250000 Penalty: 4848.949707
	Iteration 5Q: 3 clusters Score -2294437 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2294713.000000 Penalty: 4848.949707
	Iteration 6Q: 3 clusters Score -2294713 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2295081.500000 Penalty: 4848.949707
	Iteration 7Q: 3 clusters Score -2295082 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2295567.750000 Penalty: 4848.949707
	Iteration 8Q: 3 clusters Score -2295568 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2296131.500000 Penalty: 4848.949707
	Iteration 9Q: 3 clusters Score -2296132 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2296726.500000 Penalty: 4848.949707
	Iteration 10Q: 3 clusters Score -2296726 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2297352.000000 Penalty: 4848.949707
	Iteration 11Q: 3 clusters Score -2297352 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2297924.750000 Penalty: 4848.949707
	Iteration 12Q: 3 clusters Score -2297925 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2298359.000000 Penalty: 4848.949707
	Iteration 13Q: 3 clusters Score -2298359 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2298698.750000 Penalty: 4848.949707
	Iteration 14Q: 3 clusters Score -2298699 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2298956.250000 Penalty: 4848.949707
	Iteration 15Q: 3 clusters Score -2298956 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2299142.500000 Penalty: 4848.949707
	Iteration 16Q: 3 clusters Score -2299142 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2299274.250000 Penalty: 4848.949707
	Iteration 17Q: 3 clusters Score -2299274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2299379.750000 Penalty: 4848.949707
	Iteration 18Q: 3 clusters Score -2299380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2299460.250000 Penalty: 4848.949707
	Iteration 19Q: 3 clusters Score -2299460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2299515.000000 Penalty: 4848.949707
	Iteration 20F: 3 clusters Score -2299515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2299544.000000 Penalty: 4848.949707
	Iteration 21Q: 3 clusters Score -2299544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2299564.500000 Penalty: 4848.949707
	Iteration 22Q: 3 clusters Score -2299564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2299581.000000 Penalty: 4848.949707
	Iteration 23Q: 3 clusters Score -2299581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2299591.500000 Penalty: 4848.949707
	Iteration 24Q: 3 clusters Score -2299592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2299600.250000 Penalty: 4848.949707
	Iteration 25Q: 3 clusters Score -2299600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2299606.750000 Penalty: 4848.949707
	Iteration 26Q: 3 clusters Score -2299607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2299608.500000 Penalty: 4848.949707
	Iteration 27Q: 3 clusters Score -2299608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2299613.000000 Penalty: 4848.949707
	Iteration 28Q: 3 clusters Score -2299613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2299615.750000 Penalty: 4848.949707
	Iteration 29Q: 3 clusters Score -2299616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2299616.500000 Penalty: 4848.949707
	Iteration 30Q: 3 clusters Score -2299616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2299616.500000 Penalty: 4848.949707
	Iteration 31F: 3 clusters Score -2299616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Entering Unmasked Estep 
Score: -10598927.000000 Penalty: 2804.241455
	Iteration 0F: 2 clusters Score -1.059893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -10544417.000000 Penalty: 5608.482910
	Iteration 0F: 3 clusters Score -1.054442e+07 nChanged 38269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -10566506.000000 Penalty: 5608.482910
	Iteration 1F: 3 clusters Score -1.056651e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -10567281.000000 Penalty: 5608.482910
	Iteration 2Q: 3 clusters Score -1.056728e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -10568322.000000 Penalty: 5608.482910
	Iteration 3Q: 3 clusters Score -1.056832e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -10569866.000000 Penalty: 5608.482910
	Iteration 4Q: 3 clusters Score -1.056987e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -10572301.000000 Penalty: 5608.482910
	Iteration 5F: 3 clusters Score -1.05723e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -10575831.000000 Penalty: 5608.482910
	Iteration 6F: 3 clusters Score -1.057583e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -10580470.000000 Penalty: 5608.482910
	Iteration 7F: 3 clusters Score -1.058047e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -10585537.000000 Penalty: 5608.482910
	Iteration 8F: 3 clusters Score -1.058554e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10589107.000000 Penalty: 5608.482910
	Iteration 9F: 3 clusters Score -1.058911e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -10590960.000000 Penalty: 5608.482910
	Iteration 10Q: 3 clusters Score -1.059096e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -10591964.000000 Penalty: 5608.482910
	Iteration 11Q: 3 clusters Score -1.059196e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -10592645.000000 Penalty: 5608.482910
	Iteration 12Q: 3 clusters Score -1.059264e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -10593207.000000 Penalty: 5608.482910
	Iteration 13Q: 3 clusters Score -1.059321e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -10593727.000000 Penalty: 5608.482910
	Iteration 14Q: 3 clusters Score -1.059373e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -10594092.000000 Penalty: 5608.482910
	Iteration 15Q: 3 clusters Score -1.059409e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -10594443.000000 Penalty: 5608.482910
	Iteration 16Q: 3 clusters Score -1.059444e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -10594635.000000 Penalty: 5608.482910
	Iteration 17Q: 3 clusters Score -1.059464e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -10594832.000000 Penalty: 5608.482910
	Iteration 18Q: 3 clusters Score -1.059483e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -10594995.000000 Penalty: 5608.482910
	Iteration 19Q: 3 clusters Score -1.0595e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -10595204.000000 Penalty: 5608.482910
	Iteration 20F: 3 clusters Score -1.05952e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -10595342.000000 Penalty: 5608.482910
	Iteration 21Q: 3 clusters Score -1.059534e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -10595434.000000 Penalty: 5608.482910
	Iteration 22Q: 3 clusters Score -1.059543e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -10595533.000000 Penalty: 5608.482910
	Iteration 23Q: 3 clusters Score -1.059553e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -10595683.000000 Penalty: 5608.482910
	Iteration 24Q: 3 clusters Score -1.059568e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -10595782.000000 Penalty: 5608.482910
	Iteration 25Q: 3 clusters Score -1.059578e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -10595915.000000 Penalty: 5608.482910
	Iteration 26Q: 3 clusters Score -1.059592e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -10596045.000000 Penalty: 5608.482910
	Iteration 27Q: 3 clusters Score -1.059604e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -10596115.000000 Penalty: 5608.482910
	Iteration 28Q: 3 clusters Score -1.059612e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -10596228.000000 Penalty: 5608.482910
	Iteration 29Q: 3 clusters Score -1.059623e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -10596256.000000 Penalty: 5608.482910
	Iteration 30Q: 3 clusters Score -1.059626e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -10596323.000000 Penalty: 5608.482910
	Iteration 31Q: 3 clusters Score -1.059632e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -10596387.000000 Penalty: 5608.482910
	Iteration 32Q: 3 clusters Score -1.059639e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -10596465.000000 Penalty: 5608.482910
	Iteration 33Q: 3 clusters Score -1.059646e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10596541.000000 Penalty: 5608.482910
	Iteration 34Q: 3 clusters Score -1.059654e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -10596593.000000 Penalty: 5608.482910
	Iteration 35Q: 3 clusters Score -1.059659e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -10596625.000000 Penalty: 5608.482910
	Iteration 36Q: 3 clusters Score -1.059662e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -10596649.000000 Penalty: 5608.482910
	Iteration 37Q: 3 clusters Score -1.059665e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -10596659.000000 Penalty: 5608.482910
	Iteration 38Q: 3 clusters Score -1.059666e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10596701.000000 Penalty: 5608.482910
	Iteration 39Q: 3 clusters Score -1.05967e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10596721.000000 Penalty: 5608.482910
	Iteration 40F: 3 clusters Score -1.059672e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -10596748.000000 Penalty: 5608.482910
	Iteration 41Q: 3 clusters Score -1.059675e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -10596791.000000 Penalty: 5608.482910
	Iteration 42Q: 3 clusters Score -1.059679e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -10596816.000000 Penalty: 5608.482910
	Iteration 43Q: 3 clusters Score -1.059682e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -10596819.000000 Penalty: 5608.482910
	Iteration 44Q: 3 clusters Score -1.059682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -10596825.000000 Penalty: 5608.482910
	Iteration 45Q: 3 clusters Score -1.059682e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10596830.000000 Penalty: 5608.482910
	Iteration 46Q: 3 clusters Score -1.059683e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -10596842.000000 Penalty: 5608.482910
	Iteration 47Q: 3 clusters Score -1.059684e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -10596858.000000 Penalty: 5608.482910
	Iteration 48Q: 3 clusters Score -1.059686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -10596856.000000 Penalty: 5608.482910
	Iteration 49Q: 3 clusters Score -1.059686e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -10596828.000000 Penalty: 5608.482910
	Iteration 50Q: 3 clusters Score -1.059683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -10596845.000000 Penalty: 5608.482910
	Iteration 51Q: 3 clusters Score -1.059684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -10596838.000000 Penalty: 5608.482910
	Iteration 52Q: 3 clusters Score -1.059684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -10596859.000000 Penalty: 5608.482910
	Iteration 53Q: 3 clusters Score -1.059686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -10596878.000000 Penalty: 5608.482910
	Iteration 54Q: 3 clusters Score -1.059688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -10596887.000000 Penalty: 5608.482910
	Iteration 55Q: 3 clusters Score -1.059689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -10596881.000000 Penalty: 5608.482910
	Iteration 56Q: 3 clusters Score -1.059688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -10596876.000000 Penalty: 5608.482910
	Iteration 57Q: 3 clusters Score -1.059688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10596904.000000 Penalty: 5608.482910
	Iteration 58Q: 3 clusters Score -1.05969e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10596925.000000 Penalty: 5608.482910
	Iteration 59Q: 3 clusters Score -1.059692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -10596919.000000 Penalty: 5608.482910
	Iteration 60F: 3 clusters Score -1.059692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -10596923.000000 Penalty: 5608.482910
	Iteration 61Q: 3 clusters Score -1.059692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10596936.000000 Penalty: 5608.482910
	Iteration 62Q: 3 clusters Score -1.059694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10596935.000000 Penalty: 5608.482910
	Iteration 63Q: 3 clusters Score -1.059694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10596924.000000 Penalty: 5608.482910
	Iteration 64Q: 3 clusters Score -1.059692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10596921.000000 Penalty: 5608.482910
	Iteration 65Q: 3 clusters Score -1.059692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10596934.000000 Penalty: 5608.482910
	Iteration 66Q: 3 clusters Score -1.059693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10596936.000000 Penalty: 5608.482910
	Iteration 67Q: 3 clusters Score -1.059694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -10596935.000000 Penalty: 5608.482910
	Iteration 68Q: 3 clusters Score -1.059694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -10596943.000000 Penalty: 5608.482910
	Iteration 69Q: 3 clusters Score -1.059694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10596949.000000 Penalty: 5608.482910
	Iteration 70Q: 3 clusters Score -1.059695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -10596960.000000 Penalty: 5608.482910
	Iteration 71Q: 3 clusters Score -1.059696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10596968.000000 Penalty: 5608.482910
	Iteration 72Q: 3 clusters Score -1.059697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -10596978.000000 Penalty: 5608.482910
	Iteration 73Q: 3 clusters Score -1.059698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10596980.000000 Penalty: 5608.482910
	Iteration 74Q: 3 clusters Score -1.059698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10596971.000000 Penalty: 5608.482910
	Iteration 75Q: 3 clusters Score -1.059697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10596973.000000 Penalty: 5608.482910
	Iteration 76Q: 3 clusters Score -1.059697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -10596975.000000 Penalty: 5608.482910
	Iteration 77Q: 3 clusters Score -1.059698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10596955.000000 Penalty: 5608.482910
	Iteration 78Q: 3 clusters Score -1.059696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10596970.000000 Penalty: 5608.482910
	Iteration 79Q: 3 clusters Score -1.059697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10596977.000000 Penalty: 5608.482910
	Iteration 80F: 3 clusters Score -1.059698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10596986.000000 Penalty: 5608.482910
	Iteration 81Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10596996.000000 Penalty: 5608.482910
	Iteration 82Q: 3 clusters Score -1.0597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10596980.000000 Penalty: 5608.482910
	Iteration 83Q: 3 clusters Score -1.059698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10596991.000000 Penalty: 5608.482910
	Iteration 84Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10596990.000000 Penalty: 5608.482910
	Iteration 85Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10596989.000000 Penalty: 5608.482910
	Iteration 86Q: 3 clusters Score -1.059699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10596983.000000 Penalty: 5608.482910
	Iteration 87Q: 3 clusters Score -1.059698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10596986.000000 Penalty: 5608.482910
	Iteration 88Q: 3 clusters Score -1.059699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10596987.000000 Penalty: 5608.482910
	Iteration 89Q: 3 clusters Score -1.059699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -10596995.000000 Penalty: 5608.482910
	Iteration 90Q: 3 clusters Score -1.0597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -10596994.000000 Penalty: 5608.482910
	Iteration 91Q: 3 clusters Score -1.059699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10597004.000000 Penalty: 5608.482910
	Iteration 92Q: 3 clusters Score -1.0597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10596996.000000 Penalty: 5608.482910
	Iteration 93Q: 3 clusters Score -1.0597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10597000.000000 Penalty: 5608.482910
	Iteration 94Q: 3 clusters Score -1.0597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10597011.000000 Penalty: 5608.482910
	Iteration 95Q: 3 clusters Score -1.059701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10597023.000000 Penalty: 5608.482910
	Iteration 96Q: 3 clusters Score -1.059702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -10597022.000000 Penalty: 5608.482910
	Iteration 97Q: 3 clusters Score -1.059702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10597025.000000 Penalty: 5608.482910
	Iteration 98Q: 3 clusters Score -1.059702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10597025.000000 Penalty: 5608.482910
	Iteration 99Q: 3 clusters Score -1.059702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -10597034.000000 Penalty: 5608.482910
	Iteration 100F: 3 clusters Score -1.059703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10597030.000000 Penalty: 5608.482910
	Iteration 101Q: 3 clusters Score -1.059703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10597036.000000 Penalty: 5608.482910
	Iteration 102Q: 3 clusters Score -1.059704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -10597032.000000 Penalty: 5608.482910
	Iteration 103Q: 3 clusters Score -1.059703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10597033.000000 Penalty: 5608.482910
	Iteration 104Q: 3 clusters Score -1.059703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10597043.000000 Penalty: 5608.482910
	Iteration 105Q: 3 clusters Score -1.059704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10597048.000000 Penalty: 5608.482910
	Iteration 106Q: 3 clusters Score -1.059705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -10597036.000000 Penalty: 5608.482910
	Iteration 107Q: 3 clusters Score -1.059704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10597038.000000 Penalty: 5608.482910
	Iteration 108Q: 3 clusters Score -1.059704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10597035.000000 Penalty: 5608.482910
	Iteration 109Q: 3 clusters Score -1.059704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10597041.000000 Penalty: 5608.482910
	Iteration 110Q: 3 clusters Score -1.059704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10597044.000000 Penalty: 5608.482910
	Iteration 111Q: 3 clusters Score -1.059704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10597047.000000 Penalty: 5608.482910
	Iteration 112Q: 3 clusters Score -1.059705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10597037.000000 Penalty: 5608.482910
	Iteration 113Q: 3 clusters Score -1.059704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10597040.000000 Penalty: 5608.482910
	Iteration 114Q: 3 clusters Score -1.059704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10597040.000000 Penalty: 5608.482910
	Iteration 115F: 3 clusters Score -1.059704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -293616.375000 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -293616.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290817.250000 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -290817.2 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -293186.562500 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -293186.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -294727.187500 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -294727.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -295514.937500 Penalty: 3960.631592
	Iteration 3F: 3 clusters Score -295514.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -295731.625000 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -295731.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -295912.968750 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -295913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -295988.062500 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -295988.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -296016.437500 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -296016.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -296031.218750 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -296031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296036.437500 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -296036.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -296042.843750 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -296042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -296056.500000 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -296056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -296075.781250 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -296075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -296103.937500 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -296103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -296155.906250 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -296155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -296297.093750 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -296297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -296370.562500 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -296370.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -296394.187500 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -296394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -296414.281250 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -296414.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -296427.906250 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -296427.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -296440.718750 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -296440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296450.312500 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -296450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296454.593750 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -296454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -296460.437500 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -296460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296464.093750 Penalty: 3960.631592
	Iteration 24Q: 3 clusters Score -296464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296466.218750 Penalty: 3960.631592
	Iteration 25Q: 3 clusters Score -296466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296468.593750 Penalty: 3960.631592
	Iteration 26Q: 3 clusters Score -296468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -296470.125000 Penalty: 3960.631592
	Iteration 27Q: 3 clusters Score -296470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -296472.406250 Penalty: 3960.631592
	Iteration 28Q: 3 clusters Score -296472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296474.062500 Penalty: 3960.631592
	Iteration 29Q: 3 clusters Score -296474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296475.750000 Penalty: 3960.631592
	Iteration 30Q: 3 clusters Score -296475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296476.218750 Penalty: 3960.631592
	Iteration 31Q: 3 clusters Score -296476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296476.218750 Penalty: 3960.631592
	Iteration 32F: 3 clusters Score -296476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180662 members 
Mstep: Class 3 contains 179665 members 
Mstep: Class 4 contains 262917 members 
Mstep: Class 7 contains 75350 members 
Mstep: Class 8 contains 17608 members 
Mstep: Class 9 contains 81424 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 198592 members 
Mstep: Class 13 contains 21622 members 
Mstep: Class 14 contains 194039 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 52225 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 14885 members 
Entering Unmasked Estep 
Score: -166352720.000000 Penalty: 55911.265625
Splitting cluster 10 changes total score from -166350272.000000 to -166352720.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -689771.187500 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -689771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -685153.625000 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -685153.6 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -687339.687500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -687339.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -689452.437500 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -689452.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -692895.625000 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -692895.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -694948.187500 Penalty: 4283.036133
	Iteration 4F: 3 clusters Score -694948.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -695432.500000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -695432.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -695548.375000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -695548.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -695583.875000 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -695583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -695597.000000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -695597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -695601.875000 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -695601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -695601.812500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -695601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -695600.937500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -695600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -695602.000000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -695602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -695602.437500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -695602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -695602.437500 Penalty: 4283.036133
	Iteration 14F: 3 clusters Score -695602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180662 members 
Mstep: Class 3 contains 179665 members 
Mstep: Class 4 contains 262917 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 7 contains 75350 members 
Mstep: Class 8 contains 17608 members 
Mstep: Class 9 contains 81424 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 198592 members 
Mstep: Class 13 contains 21622 members 
Mstep: Class 14 contains 194039 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 52225 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 14885 members 
Entering Unmasked Estep 
Score: -166357376.000000 Penalty: 59405.718750
Splitting cluster 11 changes total score from -166350272.000000 to -166357376.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (198592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Entering Unmasked Estep 
Score: -25606096.000000 Penalty: 3025.354004
	Iteration 0F: 2 clusters Score -2.56061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -25483812.000000 Penalty: 6050.708008
	Iteration 0F: 3 clusters Score -2.548381e+07 nChanged 95301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -25540586.000000 Penalty: 6050.708008
	Iteration 1F: 3 clusters Score -2.554059e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -25542552.000000 Penalty: 6050.708008
	Iteration 2Q: 3 clusters Score -2.554255e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 106856 members 
Entering Unmasked Estep 
Score: -25545176.000000 Penalty: 6050.708008
	Iteration 3Q: 3 clusters Score -2.554518e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -25548608.000000 Penalty: 6050.708008
	Iteration 4Q: 3 clusters Score -2.554861e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -25553354.000000 Penalty: 6050.708008
	Iteration 5Q: 3 clusters Score -2.555335e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -25560118.000000 Penalty: 6050.708008
	Iteration 6F: 3 clusters Score -2.556012e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -25568314.000000 Penalty: 6050.708008
	Iteration 7F: 3 clusters Score -2.556831e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -25577254.000000 Penalty: 6050.708008
	Iteration 8F: 3 clusters Score -2.557725e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 143010 members 
Entering Unmasked Estep 
Score: -25584686.000000 Penalty: 6050.708008
	Iteration 9F: 3 clusters Score -2.558469e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -25589788.000000 Penalty: 6050.708008
	Iteration 10Q: 3 clusters Score -2.558979e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 153601 members 
Entering Unmasked Estep 
Score: -25592998.000000 Penalty: 6050.708008
	Iteration 11Q: 3 clusters Score -2.5593e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -25594928.000000 Penalty: 6050.708008
	Iteration 12Q: 3 clusters Score -2.559493e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -25596344.000000 Penalty: 6050.708008
	Iteration 13Q: 3 clusters Score -2.559634e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -25597542.000000 Penalty: 6050.708008
	Iteration 14Q: 3 clusters Score -2.559754e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -25598560.000000 Penalty: 6050.708008
	Iteration 15Q: 3 clusters Score -2.559856e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -25599272.000000 Penalty: 6050.708008
	Iteration 16Q: 3 clusters Score -2.559927e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -25599958.000000 Penalty: 6050.708008
	Iteration 17Q: 3 clusters Score -2.559996e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -25600486.000000 Penalty: 6050.708008
	Iteration 18Q: 3 clusters Score -2.560049e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 179525 members 
Entering Unmasked Estep 
Score: -25601080.000000 Penalty: 6050.708008
	Iteration 19Q: 3 clusters Score -2.560108e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -25601608.000000 Penalty: 6050.708008
	Iteration 20F: 3 clusters Score -2.560161e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 183783 members 
Entering Unmasked Estep 
Score: -25602012.000000 Penalty: 6050.708008
	Iteration 21Q: 3 clusters Score -2.560201e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -25602592.000000 Penalty: 6050.708008
	Iteration 22Q: 3 clusters Score -2.560259e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -25602882.000000 Penalty: 6050.708008
	Iteration 23Q: 3 clusters Score -2.560288e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 188480 members 
Entering Unmasked Estep 
Score: -25603070.000000 Penalty: 6050.708008
	Iteration 24Q: 3 clusters Score -2.560307e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 189740 members 
Entering Unmasked Estep 
Score: -25603286.000000 Penalty: 6050.708008
	Iteration 25Q: 3 clusters Score -2.560329e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -25603478.000000 Penalty: 6050.708008
	Iteration 26Q: 3 clusters Score -2.560348e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 191686 members 
Entering Unmasked Estep 
Score: -25603502.000000 Penalty: 6050.708008
	Iteration 27Q: 3 clusters Score -2.56035e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 192439 members 
Entering Unmasked Estep 
Score: -25603542.000000 Penalty: 6050.708008
	Iteration 28Q: 3 clusters Score -2.560354e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 193046 members 
Entering Unmasked Estep 
Score: -25603642.000000 Penalty: 6050.708008
	Iteration 29Q: 3 clusters Score -2.560364e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -25603636.000000 Penalty: 6050.708008
	Iteration 30Q: 3 clusters Score -2.560364e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 193958 members 
Entering Unmasked Estep 
Score: -25603674.000000 Penalty: 6050.708008
	Iteration 31Q: 3 clusters Score -2.560367e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -25603706.000000 Penalty: 6050.708008
	Iteration 32Q: 3 clusters Score -2.560371e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -25603718.000000 Penalty: 6050.708008
	Iteration 33Q: 3 clusters Score -2.560372e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 194860 members 
Entering Unmasked Estep 
Score: -25603708.000000 Penalty: 6050.708008
	Iteration 34Q: 3 clusters Score -2.560371e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -25603758.000000 Penalty: 6050.708008
	Iteration 35Q: 3 clusters Score -2.560376e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 195283 members 
Entering Unmasked Estep 
Score: -25603774.000000 Penalty: 6050.708008
	Iteration 36Q: 3 clusters Score -2.560377e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 195455 members 
Entering Unmasked Estep 
Score: -25603830.000000 Penalty: 6050.708008
	Iteration 37Q: 3 clusters Score -2.560383e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -25603854.000000 Penalty: 6050.708008
	Iteration 38Q: 3 clusters Score -2.560385e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 195746 members 
Entering Unmasked Estep 
Score: -25603854.000000 Penalty: 6050.708008
	Iteration 39Q: 3 clusters Score -2.560385e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 195866 members 
Entering Unmasked Estep 
Score: -25603828.000000 Penalty: 6050.708008
	Iteration 40F: 3 clusters Score -2.560383e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -25603852.000000 Penalty: 6050.708008
	Iteration 41Q: 3 clusters Score -2.560385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -25603830.000000 Penalty: 6050.708008
	Iteration 42Q: 3 clusters Score -2.560383e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 196122 members 
Entering Unmasked Estep 
Score: -25603896.000000 Penalty: 6050.708008
	Iteration 43Q: 3 clusters Score -2.56039e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 196189 members 
Entering Unmasked Estep 
Score: -25603900.000000 Penalty: 6050.708008
	Iteration 44Q: 3 clusters Score -2.56039e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 196247 members 
Entering Unmasked Estep 
Score: -25604002.000000 Penalty: 6050.708008
	Iteration 45Q: 3 clusters Score -2.5604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 196293 members 
Entering Unmasked Estep 
Score: -25603988.000000 Penalty: 6050.708008
	Iteration 46Q: 3 clusters Score -2.560399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 196338 members 
Entering Unmasked Estep 
Score: -25603994.000000 Penalty: 6050.708008
	Iteration 47Q: 3 clusters Score -2.560399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -25604010.000000 Penalty: 6050.708008
	Iteration 48Q: 3 clusters Score -2.560401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 196401 members 
Entering Unmasked Estep 
Score: -25604012.000000 Penalty: 6050.708008
	Iteration 49Q: 3 clusters Score -2.560401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 196427 members 
Entering Unmasked Estep 
Score: -25604014.000000 Penalty: 6050.708008
	Iteration 50Q: 3 clusters Score -2.560401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 196444 members 
Entering Unmasked Estep 
Score: -25604010.000000 Penalty: 6050.708008
	Iteration 51Q: 3 clusters Score -2.560401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 196465 members 
Entering Unmasked Estep 
Score: -25604024.000000 Penalty: 6050.708008
	Iteration 52Q: 3 clusters Score -2.560402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 196486 members 
Entering Unmasked Estep 
Score: -25604040.000000 Penalty: 6050.708008
	Iteration 53Q: 3 clusters Score -2.560404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 196508 members 
Entering Unmasked Estep 
Score: -25603998.000000 Penalty: 6050.708008
	Iteration 54Q: 3 clusters Score -2.5604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 196529 members 
Entering Unmasked Estep 
Score: -25604034.000000 Penalty: 6050.708008
	Iteration 55Q: 3 clusters Score -2.560403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 196540 members 
Entering Unmasked Estep 
Score: -25604048.000000 Penalty: 6050.708008
	Iteration 56Q: 3 clusters Score -2.560405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 196548 members 
Entering Unmasked Estep 
Score: -25604044.000000 Penalty: 6050.708008
	Iteration 57Q: 3 clusters Score -2.560404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 196555 members 
Entering Unmasked Estep 
Score: -25604056.000000 Penalty: 6050.708008
	Iteration 58Q: 3 clusters Score -2.560406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 196573 members 
Entering Unmasked Estep 
Score: -25604068.000000 Penalty: 6050.708008
	Iteration 59Q: 3 clusters Score -2.560407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 196590 members 
Entering Unmasked Estep 
Score: -25604052.000000 Penalty: 6050.708008
	Iteration 60F: 3 clusters Score -2.560405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 196607 members 
Entering Unmasked Estep 
Score: -25604060.000000 Penalty: 6050.708008
	Iteration 61Q: 3 clusters Score -2.560406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 196620 members 
Entering Unmasked Estep 
Score: -25604038.000000 Penalty: 6050.708008
	Iteration 62Q: 3 clusters Score -2.560404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 196635 members 
Entering Unmasked Estep 
Score: -25604048.000000 Penalty: 6050.708008
	Iteration 63Q: 3 clusters Score -2.560405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -25604064.000000 Penalty: 6050.708008
	Iteration 64Q: 3 clusters Score -2.560406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 196651 members 
Entering Unmasked Estep 
Score: -25604054.000000 Penalty: 6050.708008
	Iteration 65Q: 3 clusters Score -2.560405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 196664 members 
Entering Unmasked Estep 
Score: -25604052.000000 Penalty: 6050.708008
	Iteration 66Q: 3 clusters Score -2.560405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 196676 members 
Entering Unmasked Estep 
Score: -25604060.000000 Penalty: 6050.708008
	Iteration 67Q: 3 clusters Score -2.560406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 196685 members 
Entering Unmasked Estep 
Score: -25604068.000000 Penalty: 6050.708008
	Iteration 68Q: 3 clusters Score -2.560407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 196691 members 
Entering Unmasked Estep 
Score: -25604078.000000 Penalty: 6050.708008
	Iteration 69Q: 3 clusters Score -2.560408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 196698 members 
Entering Unmasked Estep 
Score: -25604070.000000 Penalty: 6050.708008
	Iteration 70Q: 3 clusters Score -2.560407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 196700 members 
Entering Unmasked Estep 
Score: -25604062.000000 Penalty: 6050.708008
	Iteration 71Q: 3 clusters Score -2.560406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 196701 members 
Entering Unmasked Estep 
Score: -25604064.000000 Penalty: 6050.708008
	Iteration 72Q: 3 clusters Score -2.560406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 196701 members 
Entering Unmasked Estep 
Score: -25604064.000000 Penalty: 6050.708008
	Iteration 73F: 3 clusters Score -2.560406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Entering Unmasked Estep 
Score: -2779420.000000 Penalty: 2475.403564
	Iteration 0F: 2 clusters Score -2779420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2764333.500000 Penalty: 4950.807129
	Iteration 0F: 3 clusters Score -2764334 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2769325.750000 Penalty: 4950.807129
	Iteration 1F: 3 clusters Score -2769326 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2769733.000000 Penalty: 4950.807129
	Iteration 2F: 3 clusters Score -2769733 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2770121.500000 Penalty: 4950.807129
	Iteration 3Q: 3 clusters Score -2770122 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2770504.750000 Penalty: 4950.807129
	Iteration 4Q: 3 clusters Score -2770505 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2770951.750000 Penalty: 4950.807129
	Iteration 5Q: 3 clusters Score -2770952 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2771515.000000 Penalty: 4950.807129
	Iteration 6Q: 3 clusters Score -2771515 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2772207.750000 Penalty: 4950.807129
	Iteration 7Q: 3 clusters Score -2772208 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2773095.750000 Penalty: 4950.807129
	Iteration 8F: 3 clusters Score -2773096 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2774134.750000 Penalty: 4950.807129
	Iteration 9F: 3 clusters Score -2774135 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2775158.250000 Penalty: 4950.807129
	Iteration 10F: 3 clusters Score -2775158 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2776064.500000 Penalty: 4950.807129
	Iteration 11Q: 3 clusters Score -2776064 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2776735.500000 Penalty: 4950.807129
	Iteration 12Q: 3 clusters Score -2776736 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2777155.500000 Penalty: 4950.807129
	Iteration 13Q: 3 clusters Score -2777156 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2777423.250000 Penalty: 4950.807129
	Iteration 14Q: 3 clusters Score -2777423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2777573.750000 Penalty: 4950.807129
	Iteration 15Q: 3 clusters Score -2777574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2777678.500000 Penalty: 4950.807129
	Iteration 16Q: 3 clusters Score -2777678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2777770.500000 Penalty: 4950.807129
	Iteration 17Q: 3 clusters Score -2777770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2777839.250000 Penalty: 4950.807129
	Iteration 18Q: 3 clusters Score -2777839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2777873.250000 Penalty: 4950.807129
	Iteration 19Q: 3 clusters Score -2777873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2777901.750000 Penalty: 4950.807129
	Iteration 20F: 3 clusters Score -2777902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2777923.250000 Penalty: 4950.807129
	Iteration 21Q: 3 clusters Score -2777923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2777942.000000 Penalty: 4950.807129
	Iteration 22Q: 3 clusters Score -2777942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2777957.500000 Penalty: 4950.807129
	Iteration 23Q: 3 clusters Score -2777958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2777971.250000 Penalty: 4950.807129
	Iteration 24Q: 3 clusters Score -2777971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2777983.750000 Penalty: 4950.807129
	Iteration 25Q: 3 clusters Score -2777984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2777992.750000 Penalty: 4950.807129
	Iteration 26Q: 3 clusters Score -2777993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2777998.250000 Penalty: 4950.807129
	Iteration 27Q: 3 clusters Score -2777998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2778011.750000 Penalty: 4950.807129
	Iteration 28Q: 3 clusters Score -2778012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2778020.250000 Penalty: 4950.807129
	Iteration 29Q: 3 clusters Score -2778020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2778031.750000 Penalty: 4950.807129
	Iteration 30Q: 3 clusters Score -2778032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2778030.750000 Penalty: 4950.807129
	Iteration 31Q: 3 clusters Score -2778031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2778032.250000 Penalty: 4950.807129
	Iteration 32Q: 3 clusters Score -2778032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2778031.750000 Penalty: 4950.807129
	Iteration 33Q: 3 clusters Score -2778032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2778036.250000 Penalty: 4950.807129
	Iteration 34Q: 3 clusters Score -2778036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2778040.000000 Penalty: 4950.807129
	Iteration 35Q: 3 clusters Score -2778040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2778045.000000 Penalty: 4950.807129
	Iteration 36Q: 3 clusters Score -2778045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2778045.750000 Penalty: 4950.807129
	Iteration 37Q: 3 clusters Score -2778046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2778047.500000 Penalty: 4950.807129
	Iteration 38Q: 3 clusters Score -2778048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2778051.250000 Penalty: 4950.807129
	Iteration 39Q: 3 clusters Score -2778051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2778054.500000 Penalty: 4950.807129
	Iteration 40F: 3 clusters Score -2778054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2778060.750000 Penalty: 4950.807129
	Iteration 41Q: 3 clusters Score -2778061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2778067.000000 Penalty: 4950.807129
	Iteration 42Q: 3 clusters Score -2778067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2778073.250000 Penalty: 4950.807129
	Iteration 43Q: 3 clusters Score -2778073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2778069.000000 Penalty: 4950.807129
	Iteration 44Q: 3 clusters Score -2778069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2778074.250000 Penalty: 4950.807129
	Iteration 45Q: 3 clusters Score -2778074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2778072.250000 Penalty: 4950.807129
	Iteration 46Q: 3 clusters Score -2778072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2778071.000000 Penalty: 4950.807129
	Iteration 47Q: 3 clusters Score -2778071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2778072.750000 Penalty: 4950.807129
	Iteration 48Q: 3 clusters Score -2778073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2778073.750000 Penalty: 4950.807129
	Iteration 49Q: 3 clusters Score -2778074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2778072.750000 Penalty: 4950.807129
	Iteration 50Q: 3 clusters Score -2778073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2778070.500000 Penalty: 4950.807129
	Iteration 51Q: 3 clusters Score -2778070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2778070.500000 Penalty: 4950.807129
	Iteration 52F: 3 clusters Score -2778070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (194039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194039 members 
Entering Unmasked Estep 
Score: -24884130.000000 Penalty: 3019.602051
	Iteration 0F: 2 clusters Score -2.488413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -24762734.000000 Penalty: 6039.204102
	Iteration 0F: 3 clusters Score -2.476273e+07 nChanged 93227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -24817594.000000 Penalty: 6039.204102
	Iteration 1F: 3 clusters Score -2.481759e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -24819436.000000 Penalty: 6039.204102
	Iteration 2Q: 3 clusters Score -2.481944e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -24822480.000000 Penalty: 6039.204102
	Iteration 3Q: 3 clusters Score -2.482248e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -24827514.000000 Penalty: 6039.204102
	Iteration 4F: 3 clusters Score -2.482751e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 111509 members 
Entering Unmasked Estep 
Score: -24834810.000000 Penalty: 6039.204102
	Iteration 5F: 3 clusters Score -2.483481e+07 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 119703 members 
Entering Unmasked Estep 
Score: -24845122.000000 Penalty: 6039.204102
	Iteration 6F: 3 clusters Score -2.484512e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -24857226.000000 Penalty: 6039.204102
	Iteration 7F: 3 clusters Score -2.485723e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 136051 members 
Entering Unmasked Estep 
Score: -24868952.000000 Penalty: 6039.204102
	Iteration 8F: 3 clusters Score -2.486895e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 140844 members 
Entering Unmasked Estep 
Score: -24875566.000000 Penalty: 6039.204102
	Iteration 9Q: 3 clusters Score -2.487557e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -24878166.000000 Penalty: 6039.204102
	Iteration 10Q: 3 clusters Score -2.487817e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -24879596.000000 Penalty: 6039.204102
	Iteration 11Q: 3 clusters Score -2.48796e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 149345 members 
Entering Unmasked Estep 
Score: -24880574.000000 Penalty: 6039.204102
	Iteration 12Q: 3 clusters Score -2.488057e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 151914 members 
Entering Unmasked Estep 
Score: -24881312.000000 Penalty: 6039.204102
	Iteration 13Q: 3 clusters Score -2.488131e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -24882082.000000 Penalty: 6039.204102
	Iteration 14Q: 3 clusters Score -2.488208e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -24882686.000000 Penalty: 6039.204102
	Iteration 15Q: 3 clusters Score -2.488269e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -24883394.000000 Penalty: 6039.204102
	Iteration 16Q: 3 clusters Score -2.488339e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -24884078.000000 Penalty: 6039.204102
	Iteration 17Q: 3 clusters Score -2.488408e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -24884820.000000 Penalty: 6039.204102
	Iteration 18Q: 3 clusters Score -2.488482e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -24885194.000000 Penalty: 6039.204102
	Iteration 19Q: 3 clusters Score -2.488519e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 174551 members 
Entering Unmasked Estep 
Score: -24885282.000000 Penalty: 6039.204102
	Iteration 20F: 3 clusters Score -2.488528e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -24885590.000000 Penalty: 6039.204102
	Iteration 21Q: 3 clusters Score -2.488559e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 180578 members 
Entering Unmasked Estep 
Score: -24885490.000000 Penalty: 6039.204102
	Iteration 22Q: 3 clusters Score -2.488549e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -24885290.000000 Penalty: 6039.204102
	Iteration 23Q: 3 clusters Score -2.488529e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -24885110.000000 Penalty: 6039.204102
	Iteration 24Q: 3 clusters Score -2.488511e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -24884834.000000 Penalty: 6039.204102
	Iteration 25Q: 3 clusters Score -2.488483e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 187492 members 
Entering Unmasked Estep 
Score: -24884450.000000 Penalty: 6039.204102
	Iteration 26Q: 3 clusters Score -2.488445e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 188544 members 
Entering Unmasked Estep 
Score: -24884244.000000 Penalty: 6039.204102
	Iteration 27Q: 3 clusters Score -2.488424e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 189414 members 
Entering Unmasked Estep 
Score: -24883958.000000 Penalty: 6039.204102
	Iteration 28Q: 3 clusters Score -2.488396e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 190107 members 
Entering Unmasked Estep 
Score: -24883820.000000 Penalty: 6039.204102
	Iteration 29Q: 3 clusters Score -2.488382e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 190678 members 
Entering Unmasked Estep 
Score: -24883670.000000 Penalty: 6039.204102
	Iteration 30Q: 3 clusters Score -2.488367e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -24883472.000000 Penalty: 6039.204102
	Iteration 31Q: 3 clusters Score -2.488347e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -24883326.000000 Penalty: 6039.204102
	Iteration 32Q: 3 clusters Score -2.488333e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 191740 members 
Entering Unmasked Estep 
Score: -24883250.000000 Penalty: 6039.204102
	Iteration 33Q: 3 clusters Score -2.488325e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 191945 members 
Entering Unmasked Estep 
Score: -24883196.000000 Penalty: 6039.204102
	Iteration 34Q: 3 clusters Score -2.48832e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -24883122.000000 Penalty: 6039.204102
	Iteration 35Q: 3 clusters Score -2.488312e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 192234 members 
Entering Unmasked Estep 
Score: -24883062.000000 Penalty: 6039.204102
	Iteration 36Q: 3 clusters Score -2.488306e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 192336 members 
Entering Unmasked Estep 
Score: -24883024.000000 Penalty: 6039.204102
	Iteration 37Q: 3 clusters Score -2.488302e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 192418 members 
Entering Unmasked Estep 
Score: -24882934.000000 Penalty: 6039.204102
	Iteration 38Q: 3 clusters Score -2.488293e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 192480 members 
Entering Unmasked Estep 
Score: -24882886.000000 Penalty: 6039.204102
	Iteration 39Q: 3 clusters Score -2.488289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 192524 members 
Entering Unmasked Estep 
Score: -24882886.000000 Penalty: 6039.204102
	Iteration 40F: 3 clusters Score -2.488289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -24882860.000000 Penalty: 6039.204102
	Iteration 41Q: 3 clusters Score -2.488286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 192596 members 
Entering Unmasked Estep 
Score: -24882850.000000 Penalty: 6039.204102
	Iteration 42Q: 3 clusters Score -2.488285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 192621 members 
Entering Unmasked Estep 
Score: -24882848.000000 Penalty: 6039.204102
	Iteration 43Q: 3 clusters Score -2.488285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 192636 members 
Entering Unmasked Estep 
Score: -24882848.000000 Penalty: 6039.204102
	Iteration 44Q: 3 clusters Score -2.488285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 192654 members 
Entering Unmasked Estep 
Score: -24882820.000000 Penalty: 6039.204102
	Iteration 45Q: 3 clusters Score -2.488282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -24882816.000000 Penalty: 6039.204102
	Iteration 46Q: 3 clusters Score -2.488282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 192675 members 
Entering Unmasked Estep 
Score: -24882794.000000 Penalty: 6039.204102
	Iteration 47Q: 3 clusters Score -2.488279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 192687 members 
Entering Unmasked Estep 
Score: -24882780.000000 Penalty: 6039.204102
	Iteration 48Q: 3 clusters Score -2.488278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 192701 members 
Entering Unmasked Estep 
Score: -24882782.000000 Penalty: 6039.204102
	Iteration 49Q: 3 clusters Score -2.488278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 192711 members 
Entering Unmasked Estep 
Score: -24882760.000000 Penalty: 6039.204102
	Iteration 50Q: 3 clusters Score -2.488276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 192730 members 
Entering Unmasked Estep 
Score: -24882752.000000 Penalty: 6039.204102
	Iteration 51Q: 3 clusters Score -2.488275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -24882754.000000 Penalty: 6039.204102
	Iteration 52Q: 3 clusters Score -2.488275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 192751 members 
Entering Unmasked Estep 
Score: -24882746.000000 Penalty: 6039.204102
	Iteration 53Q: 3 clusters Score -2.488275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -24882740.000000 Penalty: 6039.204102
	Iteration 54Q: 3 clusters Score -2.488274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 192773 members 
Entering Unmasked Estep 
Score: -24882744.000000 Penalty: 6039.204102
	Iteration 55Q: 3 clusters Score -2.488274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 192781 members 
Entering Unmasked Estep 
Score: -24882738.000000 Penalty: 6039.204102
	Iteration 56Q: 3 clusters Score -2.488274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -24882742.000000 Penalty: 6039.204102
	Iteration 57Q: 3 clusters Score -2.488274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 192791 members 
Entering Unmasked Estep 
Score: -24882712.000000 Penalty: 6039.204102
	Iteration 58Q: 3 clusters Score -2.488271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -24882708.000000 Penalty: 6039.204102
	Iteration 59Q: 3 clusters Score -2.488271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -24882702.000000 Penalty: 6039.204102
	Iteration 60F: 3 clusters Score -2.48827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 192824 members 
Entering Unmasked Estep 
Score: -24882674.000000 Penalty: 6039.204102
	Iteration 61Q: 3 clusters Score -2.488267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
Score: -24882706.000000 Penalty: 6039.204102
	Iteration 62Q: 3 clusters Score -2.488271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 192839 members 
Entering Unmasked Estep 
Score: -24882682.000000 Penalty: 6039.204102
	Iteration 63Q: 3 clusters Score -2.488268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 192847 members 
Entering Unmasked Estep 
Score: -24882700.000000 Penalty: 6039.204102
	Iteration 64Q: 3 clusters Score -2.48827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 192863 members 
Entering Unmasked Estep 
Score: -24882684.000000 Penalty: 6039.204102
	Iteration 65Q: 3 clusters Score -2.488268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -24882686.000000 Penalty: 6039.204102
	Iteration 66Q: 3 clusters Score -2.488269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -24882662.000000 Penalty: 6039.204102
	Iteration 67Q: 3 clusters Score -2.488266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 192913 members 
Entering Unmasked Estep 
Score: -24882646.000000 Penalty: 6039.204102
	Iteration 68Q: 3 clusters Score -2.488265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -24882634.000000 Penalty: 6039.204102
	Iteration 69Q: 3 clusters Score -2.488263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 192929 members 
Entering Unmasked Estep 
Score: -24882644.000000 Penalty: 6039.204102
	Iteration 70Q: 3 clusters Score -2.488264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 192934 members 
Entering Unmasked Estep 
Score: -24882626.000000 Penalty: 6039.204102
	Iteration 71Q: 3 clusters Score -2.488263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 192943 members 
Entering Unmasked Estep 
Score: -24882632.000000 Penalty: 6039.204102
	Iteration 72Q: 3 clusters Score -2.488263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 192952 members 
Entering Unmasked Estep 
Score: -24882642.000000 Penalty: 6039.204102
	Iteration 73Q: 3 clusters Score -2.488264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 192960 members 
Entering Unmasked Estep 
Score: -24882642.000000 Penalty: 6039.204102
	Iteration 74Q: 3 clusters Score -2.488264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 192962 members 
Entering Unmasked Estep 
Score: -24882618.000000 Penalty: 6039.204102
	Iteration 75Q: 3 clusters Score -2.488262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 192963 members 
Entering Unmasked Estep 
Score: -24882622.000000 Penalty: 6039.204102
	Iteration 76Q: 3 clusters Score -2.488262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 192968 members 
Entering Unmasked Estep 
Score: -24882624.000000 Penalty: 6039.204102
	Iteration 77Q: 3 clusters Score -2.488262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -24882634.000000 Penalty: 6039.204102
	Iteration 78Q: 3 clusters Score -2.488263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 192979 members 
Entering Unmasked Estep 
Score: -24882620.000000 Penalty: 6039.204102
	Iteration 79Q: 3 clusters Score -2.488262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -24882614.000000 Penalty: 6039.204102
	Iteration 80F: 3 clusters Score -2.488261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 192991 members 
Entering Unmasked Estep 
Score: -24882606.000000 Penalty: 6039.204102
	Iteration 81Q: 3 clusters Score -2.488261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 192994 members 
Entering Unmasked Estep 
Score: -24882608.000000 Penalty: 6039.204102
	Iteration 82Q: 3 clusters Score -2.488261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 192995 members 
Entering Unmasked Estep 
Score: -24882606.000000 Penalty: 6039.204102
	Iteration 83Q: 3 clusters Score -2.488261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 192995 members 
Entering Unmasked Estep 
Score: -24882606.000000 Penalty: 6039.204102
	Iteration 84F: 3 clusters Score -2.488261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1226746.625000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1226747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1219022.125000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1219022 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1221243.375000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1221243 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1221552.625000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1221553 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1221897.250000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1221897 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1222379.250000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1222379 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1223039.250000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1223039 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1223687.875000 Penalty: 4571.246582
	Iteration 6F: 3 clusters Score -1223688 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1224272.250000 Penalty: 4571.246582
	Iteration 7F: 3 clusters Score -1224272 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1224764.750000 Penalty: 4571.246582
	Iteration 8F: 3 clusters Score -1224765 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1225107.125000 Penalty: 4571.246582
	Iteration 9F: 3 clusters Score -1225107 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1225296.250000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1225296 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1225438.875000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1225439 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1225549.125000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1225549 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1225639.875000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1225640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1225690.750000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1225691 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1225733.125000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1225733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1225770.125000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1225770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1225808.375000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1225808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1225848.625000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1225849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1225882.875000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1225883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1225914.375000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1225914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1225938.500000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1225938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1225959.250000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1225959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1225985.000000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1225985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1226008.625000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1226009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1226035.000000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1226035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1226055.750000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1226056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1226069.250000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1226069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1226079.250000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1226079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1226086.000000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1226086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1226089.500000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1226090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1226089.750000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1226090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1226097.125000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1226097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1226102.625000 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -1226103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1226105.875000 Penalty: 4571.246582
	Iteration 34Q: 3 clusters Score -1226106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1226108.125000 Penalty: 4571.246582
	Iteration 35Q: 3 clusters Score -1226108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1226115.750000 Penalty: 4571.246582
	Iteration 36Q: 3 clusters Score -1226116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1226122.125000 Penalty: 4571.246582
	Iteration 37Q: 3 clusters Score -1226122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1226127.875000 Penalty: 4571.246582
	Iteration 38Q: 3 clusters Score -1226128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1226131.750000 Penalty: 4571.246582
	Iteration 39Q: 3 clusters Score -1226132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1226137.500000 Penalty: 4571.246582
	Iteration 40F: 3 clusters Score -1226138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1226139.875000 Penalty: 4571.246582
	Iteration 41Q: 3 clusters Score -1226140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1226142.125000 Penalty: 4571.246582
	Iteration 42Q: 3 clusters Score -1226142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1226142.500000 Penalty: 4571.246582
	Iteration 43Q: 3 clusters Score -1226142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1226142.375000 Penalty: 4571.246582
	Iteration 44Q: 3 clusters Score -1226142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1226144.250000 Penalty: 4571.246582
	Iteration 45Q: 3 clusters Score -1226144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1226147.000000 Penalty: 4571.246582
	Iteration 46Q: 3 clusters Score -1226147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1226149.125000 Penalty: 4571.246582
	Iteration 47Q: 3 clusters Score -1226149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1226147.625000 Penalty: 4571.246582
	Iteration 48Q: 3 clusters Score -1226148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1226147.750000 Penalty: 4571.246582
	Iteration 49Q: 3 clusters Score -1226148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1226147.750000 Penalty: 4571.246582
	Iteration 50F: 3 clusters Score -1226148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Entering Unmasked Estep 
Score: -6813138.000000 Penalty: 2694.102539
	Iteration 0F: 2 clusters Score -6813138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6778061.500000 Penalty: 5388.205078
	Iteration 0F: 3 clusters Score -6778062 nChanged 24039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6791772.000000 Penalty: 5388.205078
	Iteration 1F: 3 clusters Score -6791772 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -6792892.000000 Penalty: 5388.205078
	Iteration 2Q: 3 clusters Score -6792892 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -6794399.000000 Penalty: 5388.205078
	Iteration 3F: 3 clusters Score -6794399 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -6796816.500000 Penalty: 5388.205078
	Iteration 4F: 3 clusters Score -6796816 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6800068.000000 Penalty: 5388.205078
	Iteration 5F: 3 clusters Score -6800068 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -6803746.000000 Penalty: 5388.205078
	Iteration 6F: 3 clusters Score -6803746 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -6806475.000000 Penalty: 5388.205078
	Iteration 7F: 3 clusters Score -6806475 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -6807846.000000 Penalty: 5388.205078
	Iteration 8Q: 3 clusters Score -6807846 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -6808337.000000 Penalty: 5388.205078
	Iteration 9Q: 3 clusters Score -6808337 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -6808661.500000 Penalty: 5388.205078
	Iteration 10Q: 3 clusters Score -6808662 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -6808869.000000 Penalty: 5388.205078
	Iteration 11Q: 3 clusters Score -6808869 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -6809018.500000 Penalty: 5388.205078
	Iteration 12Q: 3 clusters Score -6809018 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -6809203.500000 Penalty: 5388.205078
	Iteration 13Q: 3 clusters Score -6809204 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -6809362.000000 Penalty: 5388.205078
	Iteration 14Q: 3 clusters Score -6809362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6809483.000000 Penalty: 5388.205078
	Iteration 15Q: 3 clusters Score -6809483 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6809577.500000 Penalty: 5388.205078
	Iteration 16Q: 3 clusters Score -6809578 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -6809696.500000 Penalty: 5388.205078
	Iteration 17Q: 3 clusters Score -6809696 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -6809812.500000 Penalty: 5388.205078
	Iteration 18Q: 3 clusters Score -6809812 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -6809943.000000 Penalty: 5388.205078
	Iteration 19Q: 3 clusters Score -6809943 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6810047.500000 Penalty: 5388.205078
	Iteration 20F: 3 clusters Score -6810048 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6810194.500000 Penalty: 5388.205078
	Iteration 21Q: 3 clusters Score -6810194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6810280.500000 Penalty: 5388.205078
	Iteration 22Q: 3 clusters Score -6810280 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6810365.000000 Penalty: 5388.205078
	Iteration 23Q: 3 clusters Score -6810365 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6810414.000000 Penalty: 5388.205078
	Iteration 24Q: 3 clusters Score -6810414 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6810472.000000 Penalty: 5388.205078
	Iteration 25Q: 3 clusters Score -6810472 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6810548.500000 Penalty: 5388.205078
	Iteration 26Q: 3 clusters Score -6810548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6810589.000000 Penalty: 5388.205078
	Iteration 27Q: 3 clusters Score -6810589 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6810634.500000 Penalty: 5388.205078
	Iteration 28Q: 3 clusters Score -6810634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6810672.500000 Penalty: 5388.205078
	Iteration 29Q: 3 clusters Score -6810672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6810715.000000 Penalty: 5388.205078
	Iteration 30Q: 3 clusters Score -6810715 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6810757.500000 Penalty: 5388.205078
	Iteration 31Q: 3 clusters Score -6810758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6810791.000000 Penalty: 5388.205078
	Iteration 32Q: 3 clusters Score -6810791 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6810829.500000 Penalty: 5388.205078
	Iteration 33Q: 3 clusters Score -6810830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6810871.000000 Penalty: 5388.205078
	Iteration 34Q: 3 clusters Score -6810871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6810903.000000 Penalty: 5388.205078
	Iteration 35Q: 3 clusters Score -6810903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6810930.000000 Penalty: 5388.205078
	Iteration 36Q: 3 clusters Score -6810930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6810944.000000 Penalty: 5388.205078
	Iteration 37Q: 3 clusters Score -6810944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6810965.500000 Penalty: 5388.205078
	Iteration 38Q: 3 clusters Score -6810966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6810972.000000 Penalty: 5388.205078
	Iteration 39Q: 3 clusters Score -6810972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6810984.000000 Penalty: 5388.205078
	Iteration 40F: 3 clusters Score -6810984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6810986.500000 Penalty: 5388.205078
	Iteration 41Q: 3 clusters Score -6810986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6810989.000000 Penalty: 5388.205078
	Iteration 42Q: 3 clusters Score -6810989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6811005.000000 Penalty: 5388.205078
	Iteration 43Q: 3 clusters Score -6811005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6810998.500000 Penalty: 5388.205078
	Iteration 44Q: 3 clusters Score -6810998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6811003.000000 Penalty: 5388.205078
	Iteration 45Q: 3 clusters Score -6811003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6811014.500000 Penalty: 5388.205078
	Iteration 46Q: 3 clusters Score -6811014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6811027.000000 Penalty: 5388.205078
	Iteration 47Q: 3 clusters Score -6811027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6811039.000000 Penalty: 5388.205078
	Iteration 48Q: 3 clusters Score -6811039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6811038.000000 Penalty: 5388.205078
	Iteration 49Q: 3 clusters Score -6811038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6811037.000000 Penalty: 5388.205078
	Iteration 50Q: 3 clusters Score -6811037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6811040.000000 Penalty: 5388.205078
	Iteration 51Q: 3 clusters Score -6811040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6811036.500000 Penalty: 5388.205078
	Iteration 52Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6811036.000000 Penalty: 5388.205078
	Iteration 53Q: 3 clusters Score -6811036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6811035.500000 Penalty: 5388.205078
	Iteration 54Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6811032.500000 Penalty: 5388.205078
	Iteration 55Q: 3 clusters Score -6811032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6811039.000000 Penalty: 5388.205078
	Iteration 56Q: 3 clusters Score -6811039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6811036.500000 Penalty: 5388.205078
	Iteration 57Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6811030.500000 Penalty: 5388.205078
	Iteration 58Q: 3 clusters Score -6811030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6811030.500000 Penalty: 5388.205078
	Iteration 59F: 3 clusters Score -6811030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Entering Unmasked Estep 
Score: -2481471.000000 Penalty: 2442.559814
	Iteration 0F: 2 clusters Score -2481471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2468073.750000 Penalty: 4885.119629
	Iteration 0F: 3 clusters Score -2468074 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2472582.750000 Penalty: 4885.119629
	Iteration 1F: 3 clusters Score -2472583 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2473154.500000 Penalty: 4885.119629
	Iteration 2F: 3 clusters Score -2473154 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2473685.000000 Penalty: 4885.119629
	Iteration 3F: 3 clusters Score -2473685 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2474293.500000 Penalty: 4885.119629
	Iteration 4F: 3 clusters Score -2474294 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2475033.000000 Penalty: 4885.119629
	Iteration 5F: 3 clusters Score -2475033 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2475910.250000 Penalty: 4885.119629
	Iteration 6F: 3 clusters Score -2475910 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2477008.750000 Penalty: 4885.119629
	Iteration 7F: 3 clusters Score -2477009 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2478107.250000 Penalty: 4885.119629
	Iteration 8F: 3 clusters Score -2478107 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2479006.750000 Penalty: 4885.119629
	Iteration 9Q: 3 clusters Score -2479007 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2479586.250000 Penalty: 4885.119629
	Iteration 10Q: 3 clusters Score -2479586 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2479895.250000 Penalty: 4885.119629
	Iteration 11Q: 3 clusters Score -2479895 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2480064.250000 Penalty: 4885.119629
	Iteration 12Q: 3 clusters Score -2480064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2480147.750000 Penalty: 4885.119629
	Iteration 13Q: 3 clusters Score -2480148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2480196.250000 Penalty: 4885.119629
	Iteration 14Q: 3 clusters Score -2480196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2480223.500000 Penalty: 4885.119629
	Iteration 15Q: 3 clusters Score -2480224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2480235.750000 Penalty: 4885.119629
	Iteration 16Q: 3 clusters Score -2480236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2480265.250000 Penalty: 4885.119629
	Iteration 17Q: 3 clusters Score -2480265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2480268.000000 Penalty: 4885.119629
	Iteration 18Q: 3 clusters Score -2480268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2480277.500000 Penalty: 4885.119629
	Iteration 19Q: 3 clusters Score -2480278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2480290.500000 Penalty: 4885.119629
	Iteration 20F: 3 clusters Score -2480290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2480295.000000 Penalty: 4885.119629
	Iteration 21Q: 3 clusters Score -2480295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2480302.250000 Penalty: 4885.119629
	Iteration 22Q: 3 clusters Score -2480302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2480303.000000 Penalty: 4885.119629
	Iteration 23Q: 3 clusters Score -2480303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2480304.750000 Penalty: 4885.119629
	Iteration 24Q: 3 clusters Score -2480305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2480304.750000 Penalty: 4885.119629
	Iteration 25Q: 3 clusters Score -2480305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2480304.750000 Penalty: 4885.119629
	Iteration 26F: 3 clusters Score -2480305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1844118.375000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -1844118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1833323.375000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -1833323 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1836798.625000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -1836799 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1837174.000000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -1837174 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1837479.875000 Penalty: 4765.622070
	Iteration 3Q: 3 clusters Score -1837480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1837722.875000 Penalty: 4765.622070
	Iteration 4Q: 3 clusters Score -1837723 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1837964.875000 Penalty: 4765.622070
	Iteration 5Q: 3 clusters Score -1837965 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1838189.875000 Penalty: 4765.622070
	Iteration 6Q: 3 clusters Score -1838190 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1838400.875000 Penalty: 4765.622070
	Iteration 7Q: 3 clusters Score -1838401 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1838598.250000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -1838598 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1838795.875000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -1838796 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1838993.625000 Penalty: 4765.622070
	Iteration 10Q: 3 clusters Score -1838994 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1839181.625000 Penalty: 4765.622070
	Iteration 11Q: 3 clusters Score -1839182 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1839351.125000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -1839351 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1839517.250000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -1839517 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1839655.250000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -1839655 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1839780.500000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -1839780 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1839873.500000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -1839874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1839937.250000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -1839937 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1839997.000000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -1839997 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1840051.000000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -1840051 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1840092.625000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -1840093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1840132.750000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -1840133 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1840167.375000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -1840167 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1840199.875000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -1840200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1840229.750000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -1840230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1840259.750000 Penalty: 4765.622070
	Iteration 25Q: 3 clusters Score -1840260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1840285.625000 Penalty: 4765.622070
	Iteration 26Q: 3 clusters Score -1840286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1840309.250000 Penalty: 4765.622070
	Iteration 27Q: 3 clusters Score -1840309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1840341.500000 Penalty: 4765.622070
	Iteration 28Q: 3 clusters Score -1840342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1840381.375000 Penalty: 4765.622070
	Iteration 29Q: 3 clusters Score -1840381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1840434.125000 Penalty: 4765.622070
	Iteration 30Q: 3 clusters Score -1840434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1840497.000000 Penalty: 4765.622070
	Iteration 31Q: 3 clusters Score -1840497 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1840562.250000 Penalty: 4765.622070
	Iteration 32Q: 3 clusters Score -1840562 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1840646.375000 Penalty: 4765.622070
	Iteration 33Q: 3 clusters Score -1840646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1840729.000000 Penalty: 4765.622070
	Iteration 34Q: 3 clusters Score -1840729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1840813.750000 Penalty: 4765.622070
	Iteration 35Q: 3 clusters Score -1840814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1840888.000000 Penalty: 4765.622070
	Iteration 36Q: 3 clusters Score -1840888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1840955.125000 Penalty: 4765.622070
	Iteration 37Q: 3 clusters Score -1840955 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1841034.125000 Penalty: 4765.622070
	Iteration 38Q: 3 clusters Score -1841034 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1841114.375000 Penalty: 4765.622070
	Iteration 39Q: 3 clusters Score -1841114 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1841215.125000 Penalty: 4765.622070
	Iteration 40F: 3 clusters Score -1841215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1841307.250000 Penalty: 4765.622070
	Iteration 41Q: 3 clusters Score -1841307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1841404.125000 Penalty: 4765.622070
	Iteration 42Q: 3 clusters Score -1841404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1841482.250000 Penalty: 4765.622070
	Iteration 43Q: 3 clusters Score -1841482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1841563.250000 Penalty: 4765.622070
	Iteration 44Q: 3 clusters Score -1841563 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1841648.750000 Penalty: 4765.622070
	Iteration 45Q: 3 clusters Score -1841649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1841732.125000 Penalty: 4765.622070
	Iteration 46Q: 3 clusters Score -1841732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1841788.125000 Penalty: 4765.622070
	Iteration 47Q: 3 clusters Score -1841788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1841842.250000 Penalty: 4765.622070
	Iteration 48Q: 3 clusters Score -1841842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1841877.625000 Penalty: 4765.622070
	Iteration 49Q: 3 clusters Score -1841878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1841902.250000 Penalty: 4765.622070
	Iteration 50Q: 3 clusters Score -1841902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1841910.125000 Penalty: 4765.622070
	Iteration 51Q: 3 clusters Score -1841910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1841931.500000 Penalty: 4765.622070
	Iteration 52Q: 3 clusters Score -1841932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1841941.000000 Penalty: 4765.622070
	Iteration 53Q: 3 clusters Score -1841941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1841949.500000 Penalty: 4765.622070
	Iteration 54Q: 3 clusters Score -1841950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1841956.375000 Penalty: 4765.622070
	Iteration 55Q: 3 clusters Score -1841956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1841964.250000 Penalty: 4765.622070
	Iteration 56Q: 3 clusters Score -1841964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1841968.750000 Penalty: 4765.622070
	Iteration 57Q: 3 clusters Score -1841969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1841971.125000 Penalty: 4765.622070
	Iteration 58Q: 3 clusters Score -1841971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1841977.750000 Penalty: 4765.622070
	Iteration 59Q: 3 clusters Score -1841978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1841984.500000 Penalty: 4765.622070
	Iteration 60F: 3 clusters Score -1841984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1841985.875000 Penalty: 4765.622070
	Iteration 61Q: 3 clusters Score -1841986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1841993.875000 Penalty: 4765.622070
	Iteration 62Q: 3 clusters Score -1841994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1841994.625000 Penalty: 4765.622070
	Iteration 63Q: 3 clusters Score -1841995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1841996.250000 Penalty: 4765.622070
	Iteration 64Q: 3 clusters Score -1841996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1841998.625000 Penalty: 4765.622070
	Iteration 65Q: 3 clusters Score -1841999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1842004.375000 Penalty: 4765.622070
	Iteration 66Q: 3 clusters Score -1842004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1842007.500000 Penalty: 4765.622070
	Iteration 67Q: 3 clusters Score -1842008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1842008.125000 Penalty: 4765.622070
	Iteration 68Q: 3 clusters Score -1842008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1842007.875000 Penalty: 4765.622070
	Iteration 69Q: 3 clusters Score -1842008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1842011.125000 Penalty: 4765.622070
	Iteration 70Q: 3 clusters Score -1842011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1842013.125000 Penalty: 4765.622070
	Iteration 71Q: 3 clusters Score -1842013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1842013.125000 Penalty: 4765.622070
	Iteration 72F: 3 clusters Score -1842013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 180662 members 
Mstep: Class 3 contains 179665 members 
Mstep: Class 4 contains 262917 members 
Mstep: Class 7 contains 75350 members 
Mstep: Class 8 contains 17608 members 
Mstep: Class 9 contains 81424 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 198592 members 
Mstep: Class 13 contains 21622 members 
Mstep: Class 14 contains 194039 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 52225 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 14885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166358064.000000 Penalty: 59405.718750
Iteration 39Q: 18 clusters Score -1.663581e+08 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180633 members 
Mstep: Class 3 contains 179197 members 
Mstep: Class 4 contains 260827 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 7 contains 74923 members 
Mstep: Class 8 contains 18110 members 
Mstep: Class 9 contains 83873 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 198069 members 
Mstep: Class 13 contains 21537 members 
Mstep: Class 14 contains 193905 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 14874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166360352.000000 Penalty: 59405.718750
Iteration 40F: 18 clusters Score -1.663604e+08 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 180465 members 
Mstep: Class 3 contains 178672 members 
Mstep: Class 4 contains 258714 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 7 contains 74475 members 
Mstep: Class 8 contains 18790 members 
Mstep: Class 9 contains 86500 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 197377 members 
Mstep: Class 13 contains 21446 members 
Mstep: Class 14 contains 193648 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 17 contains 52773 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 14873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166362800.000000 Penalty: 59405.718750
Iteration 41Q: 18 clusters Score -1.663628e+08 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 180358 members 
Mstep: Class 3 contains 178219 members 
Mstep: Class 4 contains 256605 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 7 contains 73998 members 
Mstep: Class 8 contains 19414 members 
Mstep: Class 9 contains 89178 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 196646 members 
Mstep: Class 13 contains 21313 members 
Mstep: Class 14 contains 193478 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 53017 members 
Mstep: Class 18 contains 20771 members 
Mstep: Class 19 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166364112.000000 Penalty: 59405.718750
Iteration 42Q: 18 clusters Score -1.663641e+08 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180195 members 
Mstep: Class 3 contains 177727 members 
Mstep: Class 4 contains 254634 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 7 contains 73595 members 
Mstep: Class 8 contains 19956 members 
Mstep: Class 9 contains 91937 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 195910 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 193200 members 
Mstep: Class 16 contains 9977 members 
Mstep: Class 17 contains 53255 members 
Mstep: Class 18 contains 21395 members 
Mstep: Class 19 contains 14841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166364464.000000 Penalty: 59405.718750
Iteration 43Q: 18 clusters Score -1.663645e+08 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180171 members 
Mstep: Class 3 contains 177210 members 
Mstep: Class 4 contains 252711 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 7 contains 73214 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 94669 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 195183 members 
Mstep: Class 13 contains 21061 members 
Mstep: Class 14 contains 192843 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 53482 members 
Mstep: Class 18 contains 22008 members 
Mstep: Class 19 contains 14805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166366192.000000 Penalty: 59405.718750
Iteration 44Q: 18 clusters Score -1.663662e+08 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 180085 members 
Mstep: Class 3 contains 176703 members 
Mstep: Class 4 contains 250904 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 7 contains 72882 members 
Mstep: Class 8 contains 20994 members 
Mstep: Class 9 contains 97443 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 194482 members 
Mstep: Class 13 contains 20948 members 
Mstep: Class 14 contains 192364 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 53661 members 
Mstep: Class 18 contains 22632 members 
Mstep: Class 19 contains 14758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166367312.000000 Penalty: 59405.718750
Iteration 45Q: 18 clusters Score -1.663673e+08 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 180094 members 
Mstep: Class 3 contains 176191 members 
Mstep: Class 4 contains 249084 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 7 contains 72537 members 
Mstep: Class 8 contains 21436 members 
Mstep: Class 9 contains 100164 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 193790 members 
Mstep: Class 13 contains 20804 members 
Mstep: Class 14 contains 191958 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 53844 members 
Mstep: Class 18 contains 23214 members 
Mstep: Class 19 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166368576.000000 Penalty: 59405.718750
Iteration 46Q: 18 clusters Score -1.663686e+08 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180135 members 
Mstep: Class 3 contains 175708 members 
Mstep: Class 4 contains 247224 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 7 contains 72208 members 
Mstep: Class 8 contains 21840 members 
Mstep: Class 9 contains 102851 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 193130 members 
Mstep: Class 13 contains 20683 members 
Mstep: Class 14 contains 191640 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 54008 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 19 contains 14720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166369904.000000 Penalty: 59405.718750
Iteration 47Q: 18 clusters Score -1.663699e+08 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180162 members 
Mstep: Class 3 contains 175107 members 
Mstep: Class 4 contains 245311 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 7 contains 71866 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 105561 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 192546 members 
Mstep: Class 13 contains 20560 members 
Mstep: Class 14 contains 191480 members 
Mstep: Class 16 contains 9858 members 
Mstep: Class 17 contains 54173 members 
Mstep: Class 18 contains 24204 members 
Mstep: Class 19 contains 14719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166371456.000000 Penalty: 59405.718750
Iteration 48Q: 18 clusters Score -1.663715e+08 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180151 members 
Mstep: Class 3 contains 174521 members 
Mstep: Class 4 contains 243510 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 7 contains 71532 members 
Mstep: Class 8 contains 22609 members 
Mstep: Class 9 contains 108261 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 191812 members 
Mstep: Class 13 contains 20433 members 
Mstep: Class 14 contains 191404 members 
Mstep: Class 16 contains 9827 members 
Mstep: Class 17 contains 54373 members 
Mstep: Class 18 contains 24597 members 
Mstep: Class 19 contains 14745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166372064.000000 Penalty: 59405.718750
Iteration 49Q: 18 clusters Score -1.663721e+08 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 180127 members 
Mstep: Class 3 contains 174026 members 
Mstep: Class 4 contains 241638 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 71244 members 
Mstep: Class 8 contains 22928 members 
Mstep: Class 9 contains 110985 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 191146 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 191234 members 
Mstep: Class 16 contains 9793 members 
Mstep: Class 17 contains 54565 members 
Mstep: Class 18 contains 25000 members 
Mstep: Class 19 contains 14789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166373888.000000 Penalty: 59405.718750
Iteration 50Q: 18 clusters Score -1.663739e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179986 members 
Mstep: Class 3 contains 173478 members 
Mstep: Class 4 contains 239777 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 8 contains 23203 members 
Mstep: Class 9 contains 113737 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 190495 members 
Mstep: Class 13 contains 20155 members 
Mstep: Class 14 contains 191173 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 54778 members 
Mstep: Class 18 contains 25397 members 
Mstep: Class 19 contains 14854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166374768.000000 Penalty: 59405.718750
Iteration 51Q: 18 clusters Score -1.663748e+08 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179874 members 
Mstep: Class 3 contains 172976 members 
Mstep: Class 4 contains 237786 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 7 contains 70774 members 
Mstep: Class 8 contains 23456 members 
Mstep: Class 9 contains 116509 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 189928 members 
Mstep: Class 13 contains 20022 members 
Mstep: Class 14 contains 191087 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 54941 members 
Mstep: Class 18 contains 25794 members 
Mstep: Class 19 contains 14904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166375808.000000 Penalty: 59405.718750
Iteration 52Q: 18 clusters Score -1.663758e+08 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179685 members 
Mstep: Class 3 contains 172458 members 
Mstep: Class 4 contains 235802 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 70581 members 
Mstep: Class 8 contains 23687 members 
Mstep: Class 9 contains 119373 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 189320 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 191081 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 55111 members 
Mstep: Class 18 contains 26158 members 
Mstep: Class 19 contains 14945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166376592.000000 Penalty: 59405.718750
Iteration 53Q: 18 clusters Score -1.663766e+08 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179472 members 
Mstep: Class 3 contains 171962 members 
Mstep: Class 4 contains 233773 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 70430 members 
Mstep: Class 8 contains 23875 members 
Mstep: Class 9 contains 122223 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 188793 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 191134 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 55275 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 14986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166378192.000000 Penalty: 59405.718750
Iteration 54Q: 18 clusters Score -1.663782e+08 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179318 members 
Mstep: Class 3 contains 171450 members 
Mstep: Class 4 contains 231583 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 7 contains 70271 members 
Mstep: Class 8 contains 24063 members 
Mstep: Class 9 contains 125098 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 188377 members 
Mstep: Class 13 contains 19609 members 
Mstep: Class 14 contains 191230 members 
Mstep: Class 16 contains 9621 members 
Mstep: Class 17 contains 55436 members 
Mstep: Class 18 contains 26707 members 
Mstep: Class 19 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166378816.000000 Penalty: 59405.718750
Iteration 55Q: 18 clusters Score -1.663788e+08 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179139 members 
Mstep: Class 3 contains 171030 members 
Mstep: Class 4 contains 229227 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 7 contains 70124 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 127991 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 188042 members 
Mstep: Class 13 contains 19435 members 
Mstep: Class 14 contains 191402 members 
Mstep: Class 16 contains 9599 members 
Mstep: Class 17 contains 55597 members 
Mstep: Class 18 contains 26919 members 
Mstep: Class 19 contains 14993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166379840.000000 Penalty: 59405.718750
Iteration 56Q: 18 clusters Score -1.663798e+08 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 178861 members 
Mstep: Class 3 contains 170618 members 
Mstep: Class 4 contains 226989 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 7 contains 70012 members 
Mstep: Class 8 contains 24403 members 
Mstep: Class 9 contains 130846 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 187717 members 
Mstep: Class 13 contains 19316 members 
Mstep: Class 14 contains 191586 members 
Mstep: Class 16 contains 9580 members 
Mstep: Class 17 contains 55697 members 
Mstep: Class 18 contains 27132 members 
Mstep: Class 19 contains 14987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166380800.000000 Penalty: 59405.718750
Iteration 57Q: 18 clusters Score -1.663808e+08 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 178547 members 
Mstep: Class 3 contains 170268 members 
Mstep: Class 4 contains 224766 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 7 contains 69895 members 
Mstep: Class 8 contains 24548 members 
Mstep: Class 9 contains 133695 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 187352 members 
Mstep: Class 13 contains 19191 members 
Mstep: Class 14 contains 191803 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 55840 members 
Mstep: Class 18 contains 27321 members 
Mstep: Class 19 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166381488.000000 Penalty: 59405.718750
Iteration 58Q: 18 clusters Score -1.663815e+08 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 178320 members 
Mstep: Class 3 contains 169916 members 
Mstep: Class 4 contains 222432 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 7 contains 69786 members 
Mstep: Class 8 contains 24670 members 
Mstep: Class 9 contains 136573 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 187059 members 
Mstep: Class 13 contains 19086 members 
Mstep: Class 14 contains 191993 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 55977 members 
Mstep: Class 18 contains 27479 members 
Mstep: Class 19 contains 14893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382160.000000 Penalty: 59405.718750
Iteration 59Q: 18 clusters Score -1.663822e+08 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 177997 members 
Mstep: Class 3 contains 169574 members 
Mstep: Class 4 contains 220157 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 7 contains 69677 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 139463 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 186552 members 
Mstep: Class 13 contains 18997 members 
Mstep: Class 14 contains 192329 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 56161 members 
Mstep: Class 18 contains 27643 members 
Mstep: Class 19 contains 14858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382896.000000 Penalty: 59405.718750
Iteration 60F: 18 clusters Score -1.663829e+08 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 177640 members 
Mstep: Class 3 contains 169250 members 
Mstep: Class 4 contains 217867 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 7 contains 69599 members 
Mstep: Class 8 contains 24921 members 
Mstep: Class 9 contains 142307 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 186189 members 
Mstep: Class 13 contains 18910 members 
Mstep: Class 14 contains 192505 members 
Mstep: Class 16 contains 9519 members 
Mstep: Class 17 contains 56346 members 
Mstep: Class 18 contains 27831 members 
Mstep: Class 19 contains 14847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166383776.000000 Penalty: 59405.718750
Iteration 61Q: 18 clusters Score -1.663838e+08 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 177260 members 
Mstep: Class 3 contains 168856 members 
Mstep: Class 4 contains 215650 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 7 contains 69495 members 
Mstep: Class 8 contains 25066 members 
Mstep: Class 9 contains 145134 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 185875 members 
Mstep: Class 13 contains 18835 members 
Mstep: Class 14 contains 192764 members 
Mstep: Class 16 contains 9504 members 
Mstep: Class 17 contains 56442 members 
Mstep: Class 18 contains 28008 members 
Mstep: Class 19 contains 14838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166384384.000000 Penalty: 59405.718750
Iteration 62Q: 18 clusters Score -1.663844e+08 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 176631 members 
Mstep: Class 3 contains 168461 members 
Mstep: Class 4 contains 213754 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 7 contains 69394 members 
Mstep: Class 8 contains 25201 members 
Mstep: Class 9 contains 148002 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 185519 members 
Mstep: Class 13 contains 18745 members 
Mstep: Class 14 contains 192912 members 
Mstep: Class 16 contains 9490 members 
Mstep: Class 17 contains 56588 members 
Mstep: Class 18 contains 28193 members 
Mstep: Class 19 contains 14832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166385792.000000 Penalty: 59405.718750
Iteration 63Q: 18 clusters Score -1.663858e+08 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 175997 members 
Mstep: Class 3 contains 167931 members 
Mstep: Class 4 contains 211920 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 7 contains 69291 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 151050 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 185168 members 
Mstep: Class 13 contains 18609 members 
Mstep: Class 14 contains 193028 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 56717 members 
Mstep: Class 18 contains 28385 members 
Mstep: Class 19 contains 14839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386016.000000 Penalty: 59405.718750
Iteration 64Q: 18 clusters Score -1.66386e+08 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 175368 members 
Mstep: Class 3 contains 167094 members 
Mstep: Class 4 contains 210226 members 
Mstep: Class 5 contains 1529 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 25431 members 
Mstep: Class 9 contains 154458 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 184667 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 193160 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 56811 members 
Mstep: Class 18 contains 28556 members 
Mstep: Class 19 contains 14822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166388544.000000 Penalty: 59405.718750
Iteration 65Q: 18 clusters Score -1.663885e+08 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 174832 members 
Mstep: Class 3 contains 165995 members 
Mstep: Class 4 contains 208597 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 7 contains 69096 members 
Mstep: Class 8 contains 25526 members 
Mstep: Class 9 contains 158211 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 184048 members 
Mstep: Class 13 contains 18371 members 
Mstep: Class 14 contains 193236 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 56878 members 
Mstep: Class 18 contains 28716 members 
Mstep: Class 19 contains 14782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389968.000000 Penalty: 59405.718750
Iteration 66Q: 18 clusters Score -1.6639e+08 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 174386 members 
Mstep: Class 3 contains 164581 members 
Mstep: Class 4 contains 206842 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 7 contains 69023 members 
Mstep: Class 8 contains 25618 members 
Mstep: Class 9 contains 162310 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 183339 members 
Mstep: Class 13 contains 18285 members 
Mstep: Class 14 contains 193374 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 56950 members 
Mstep: Class 18 contains 28873 members 
Mstep: Class 19 contains 14715 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 18 clusters Score -1.663915e+08 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 173968 members 
Mstep: Class 3 contains 162929 members 
Mstep: Class 4 contains 205203 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 7 contains 68953 members 
Mstep: Class 8 contains 25670 members 
Mstep: Class 9 contains 166653 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 182582 members 
Mstep: Class 13 contains 18193 members 
Mstep: Class 14 contains 193457 members 
Mstep: Class 16 contains 9405 members 
Mstep: Class 17 contains 57021 members 
Mstep: Class 18 contains 28996 members 
Mstep: Class 19 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 18 clusters Score -1.663932e+08 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 173573 members 
Mstep: Class 3 contains 160895 members 
Mstep: Class 4 contains 203601 members 
Mstep: Class 5 contains 1530 members 
Mstep: Class 7 contains 68894 members 
Mstep: Class 8 contains 25731 members 
Mstep: Class 9 contains 171671 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 181519 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 193483 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 57065 members 
Mstep: Class 18 contains 29127 members 
Mstep: Class 19 contains 14642 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -1.663948e+08 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 173125 members 
Mstep: Class 3 contains 158413 members 
Mstep: Class 4 contains 202048 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 7 contains 68826 members 
Mstep: Class 8 contains 25784 members 
Mstep: Class 9 contains 177328 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 180157 members 
Mstep: Class 13 contains 18113 members 
Mstep: Class 14 contains 193543 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 57129 members 
Mstep: Class 18 contains 29268 members 
Mstep: Class 19 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 18 clusters Score -1.663962e+08 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172824 members 
Mstep: Class 3 contains 155947 members 
Mstep: Class 4 contains 200447 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 7 contains 68767 members 
Mstep: Class 8 contains 25819 members 
Mstep: Class 9 contains 182820 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 178736 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 193615 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 57241 members 
Mstep: Class 18 contains 29393 members 
Mstep: Class 19 contains 14625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397776.000000 Penalty: 59405.718750
Iteration 71Q: 18 clusters Score -1.663978e+08 nChanged 20408
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172596 members 
Mstep: Class 3 contains 153864 members 
Mstep: Class 4 contains 199006 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 7 contains 68735 members 
Mstep: Class 8 contains 25876 members 
Mstep: Class 9 contains 187286 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 177672 members 
Mstep: Class 13 contains 18193 members 
Mstep: Class 14 contains 193712 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 57323 members 
Mstep: Class 18 contains 29507 members 
Mstep: Class 19 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398304.000000 Penalty: 59405.718750
Iteration 72Q: 18 clusters Score -1.663983e+08 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172524 members 
Mstep: Class 3 contains 152704 members 
Mstep: Class 4 contains 197628 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 7 contains 68721 members 
Mstep: Class 8 contains 25906 members 
Mstep: Class 9 contains 189870 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 177241 members 
Mstep: Class 13 contains 18281 members 
Mstep: Class 14 contains 193825 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 57429 members 
Mstep: Class 18 contains 29630 members 
Mstep: Class 19 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397248.000000 Penalty: 59405.718750
Iteration 73Q: 18 clusters Score -1.663972e+08 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172469 members 
Mstep: Class 3 contains 152518 members 
Mstep: Class 4 contains 196165 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 25960 members 
Mstep: Class 9 contains 190540 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 177743 members 
Mstep: Class 13 contains 18392 members 
Mstep: Class 14 contains 194041 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 57488 members 
Mstep: Class 18 contains 29750 members 
Mstep: Class 19 contains 14658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397392.000000 Penalty: 59405.718750
Iteration 74Q: 18 clusters Score -1.663974e+08 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172352 members 
Mstep: Class 3 contains 153087 members 
Mstep: Class 4 contains 194765 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 7 contains 68728 members 
Mstep: Class 8 contains 25985 members 
Mstep: Class 9 contains 189900 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 178933 members 
Mstep: Class 13 contains 18499 members 
Mstep: Class 14 contains 194282 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 57496 members 
Mstep: Class 18 contains 29831 members 
Mstep: Class 19 contains 14591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397680.000000 Penalty: 59405.718750
Iteration 75Q: 18 clusters Score -1.663977e+08 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172119 members 
Mstep: Class 3 contains 154044 members 
Mstep: Class 4 contains 193409 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 7 contains 68780 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 188596 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 180561 members 
Mstep: Class 13 contains 18606 members 
Mstep: Class 14 contains 194405 members 
Mstep: Class 16 contains 9246 members 
Mstep: Class 17 contains 57524 members 
Mstep: Class 18 contains 29902 members 
Mstep: Class 19 contains 14517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398464.000000 Penalty: 59405.718750
Iteration 76Q: 18 clusters Score -1.663985e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 171818 members 
Mstep: Class 3 contains 155206 members 
Mstep: Class 4 contains 192304 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 7 contains 68844 members 
Mstep: Class 8 contains 26003 members 
Mstep: Class 9 contains 187203 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 182115 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 194378 members 
Mstep: Class 16 contains 9228 members 
Mstep: Class 17 contains 57498 members 
Mstep: Class 18 contains 29970 members 
Mstep: Class 19 contains 14439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399504.000000 Penalty: 59405.718750
Iteration 77Q: 18 clusters Score -1.663995e+08 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 171388 members 
Mstep: Class 3 contains 156420 members 
Mstep: Class 4 contains 191316 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 7 contains 68920 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 185998 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 183502 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 194252 members 
Mstep: Class 16 contains 9213 members 
Mstep: Class 17 contains 57507 members 
Mstep: Class 18 contains 30033 members 
Mstep: Class 19 contains 14372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399824.000000 Penalty: 59405.718750
Iteration 78Q: 18 clusters Score -1.663998e+08 nChanged 8589
Entering ConstructFrom: 
Score: -166399824.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -174409.453125 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -174409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -172123.906250 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -172123.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173376.093750 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -173376.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -174687.921875 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -174687.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175440.125000 Penalty: 3693.795410
	Iteration 3F: 3 clusters Score -175440.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175784.390625 Penalty: 3693.795410
	Iteration 4F: 3 clusters Score -175784.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -176078.484375 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -176078.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -176243.921875 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -176243.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -176291.437500 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -176291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -176321.968750 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -176322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -176337.515625 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -176337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -176360.390625 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -176360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -176421.015625 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -176421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176546.656250 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -176546.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -176612.750000 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -176612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -176619.984375 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -176620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -176622.656250 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -176622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -176623.015625 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -176623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -176635.125000 Penalty: 3693.795410
	Iteration 17F: 3 clusters Score -176635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -176649.078125 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -176649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -176663.296875 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -176663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -176676.921875 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -176676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -176697.625000 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -176697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -176741.109375 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -176741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -176820.062500 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -176820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176875.203125 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -176875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -176910.546875 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -176910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176933.703125 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -176933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176949.421875 Penalty: 3693.795410
	Iteration 27Q: 3 clusters Score -176949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176953.953125 Penalty: 3693.795410
	Iteration 28Q: 3 clusters Score -176954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176955.921875 Penalty: 3693.795410
	Iteration 29Q: 3 clusters Score -176955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -176956.312500 Penalty: 3693.795410
	Iteration 30Q: 3 clusters Score -176956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -176956.312500 Penalty: 3693.795410
	Iteration 31F: 3 clusters Score -176956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 157561 members 
Mstep: Class 4 contains 190479 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 68950 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 184989 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 184720 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 194142 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 57505 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 14325 members 
Entering Unmasked Estep 
Score: -166401136.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166399824.000000 to -166401136.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (170902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Entering Unmasked Estep 
Score: -22122758.000000 Penalty: 2988.113525
	Iteration 0F: 2 clusters Score -2.212276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -22010746.000000 Penalty: 5976.227051
	Iteration 0F: 3 clusters Score -2.201075e+07 nChanged 81718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -22058364.000000 Penalty: 5976.227051
	Iteration 1F: 3 clusters Score -2.205836e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -22059526.000000 Penalty: 5976.227051
	Iteration 2Q: 3 clusters Score -2.205953e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -22061088.000000 Penalty: 5976.227051
	Iteration 3Q: 3 clusters Score -2.206109e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -22063632.000000 Penalty: 5976.227051
	Iteration 4Q: 3 clusters Score -2.206363e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -22067224.000000 Penalty: 5976.227051
	Iteration 5Q: 3 clusters Score -2.206722e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -22072218.000000 Penalty: 5976.227051
	Iteration 6F: 3 clusters Score -2.207222e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -22079002.000000 Penalty: 5976.227051
	Iteration 7F: 3 clusters Score -2.2079e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -22086986.000000 Penalty: 5976.227051
	Iteration 8F: 3 clusters Score -2.208699e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126132 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -22094744.000000 Penalty: 5976.227051
	Iteration 9F: 3 clusters Score -2.209474e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132699 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -22101222.000000 Penalty: 5976.227051
	Iteration 10F: 3 clusters Score -2.210122e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -22105688.000000 Penalty: 5976.227051
	Iteration 11Q: 3 clusters Score -2.210569e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -22108558.000000 Penalty: 5976.227051
	Iteration 12Q: 3 clusters Score -2.210856e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -22110518.000000 Penalty: 5976.227051
	Iteration 13Q: 3 clusters Score -2.211052e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147911 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -22111794.000000 Penalty: 5976.227051
	Iteration 14Q: 3 clusters Score -2.211179e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -22113236.000000 Penalty: 5976.227051
	Iteration 15Q: 3 clusters Score -2.211324e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -22114524.000000 Penalty: 5976.227051
	Iteration 16Q: 3 clusters Score -2.211452e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -22115576.000000 Penalty: 5976.227051
	Iteration 17Q: 3 clusters Score -2.211558e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -22116486.000000 Penalty: 5976.227051
	Iteration 18Q: 3 clusters Score -2.211649e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -22117264.000000 Penalty: 5976.227051
	Iteration 19Q: 3 clusters Score -2.211726e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -22117964.000000 Penalty: 5976.227051
	Iteration 20F: 3 clusters Score -2.211796e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162714 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -22118410.000000 Penalty: 5976.227051
	Iteration 21Q: 3 clusters Score -2.211841e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -22118978.000000 Penalty: 5976.227051
	Iteration 22Q: 3 clusters Score -2.211898e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22119428.000000 Penalty: 5976.227051
	Iteration 23Q: 3 clusters Score -2.211943e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22119760.000000 Penalty: 5976.227051
	Iteration 24Q: 3 clusters Score -2.211976e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -22119934.000000 Penalty: 5976.227051
	Iteration 25Q: 3 clusters Score -2.211993e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -22120172.000000 Penalty: 5976.227051
	Iteration 26Q: 3 clusters Score -2.212017e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22120240.000000 Penalty: 5976.227051
	Iteration 27Q: 3 clusters Score -2.212024e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22120256.000000 Penalty: 5976.227051
	Iteration 28Q: 3 clusters Score -2.212026e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -22120338.000000 Penalty: 5976.227051
	Iteration 29Q: 3 clusters Score -2.212034e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -22120366.000000 Penalty: 5976.227051
	Iteration 30Q: 3 clusters Score -2.212037e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22120466.000000 Penalty: 5976.227051
	Iteration 31Q: 3 clusters Score -2.212047e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -22120514.000000 Penalty: 5976.227051
	Iteration 32Q: 3 clusters Score -2.212051e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22120578.000000 Penalty: 5976.227051
	Iteration 33Q: 3 clusters Score -2.212058e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22120640.000000 Penalty: 5976.227051
	Iteration 34Q: 3 clusters Score -2.212064e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22120664.000000 Penalty: 5976.227051
	Iteration 35Q: 3 clusters Score -2.212066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -22120682.000000 Penalty: 5976.227051
	Iteration 36Q: 3 clusters Score -2.212068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169309 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22120740.000000 Penalty: 5976.227051
	Iteration 37Q: 3 clusters Score -2.212074e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22120756.000000 Penalty: 5976.227051
	Iteration 38Q: 3 clusters Score -2.212076e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22120780.000000 Penalty: 5976.227051
	Iteration 39Q: 3 clusters Score -2.212078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -22120858.000000 Penalty: 5976.227051
	Iteration 40F: 3 clusters Score -2.212086e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22120888.000000 Penalty: 5976.227051
	Iteration 41Q: 3 clusters Score -2.212089e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22120926.000000 Penalty: 5976.227051
	Iteration 42Q: 3 clusters Score -2.212093e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22120956.000000 Penalty: 5976.227051
	Iteration 43Q: 3 clusters Score -2.212096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22120958.000000 Penalty: 5976.227051
	Iteration 44Q: 3 clusters Score -2.212096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22120968.000000 Penalty: 5976.227051
	Iteration 45Q: 3 clusters Score -2.212097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22120994.000000 Penalty: 5976.227051
	Iteration 46Q: 3 clusters Score -2.212099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22121008.000000 Penalty: 5976.227051
	Iteration 47Q: 3 clusters Score -2.212101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169566 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22121016.000000 Penalty: 5976.227051
	Iteration 48Q: 3 clusters Score -2.212102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22121024.000000 Penalty: 5976.227051
	Iteration 49Q: 3 clusters Score -2.212102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -22121002.000000 Penalty: 5976.227051
	Iteration 50Q: 3 clusters Score -2.2121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22121016.000000 Penalty: 5976.227051
	Iteration 51Q: 3 clusters Score -2.212102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22121030.000000 Penalty: 5976.227051
	Iteration 52Q: 3 clusters Score -2.212103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22121022.000000 Penalty: 5976.227051
	Iteration 53Q: 3 clusters Score -2.212102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22121020.000000 Penalty: 5976.227051
	Iteration 54Q: 3 clusters Score -2.212102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22121020.000000 Penalty: 5976.227051
	Iteration 55F: 3 clusters Score -2.212102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Entering Unmasked Estep 
Score: -20439434.000000 Penalty: 2967.957031
	Iteration 0F: 2 clusters Score -2.043943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -20335582.000000 Penalty: 5935.914062
	Iteration 0F: 3 clusters Score -2.033558e+07 nChanged 75319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -20380712.000000 Penalty: 5935.914062
	Iteration 1F: 3 clusters Score -2.038071e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -20383274.000000 Penalty: 5935.914062
	Iteration 2Q: 3 clusters Score -2.038327e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -20387648.000000 Penalty: 5935.914062
	Iteration 3F: 3 clusters Score -2.038765e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -20395220.000000 Penalty: 5935.914062
	Iteration 4F: 3 clusters Score -2.039522e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -20406108.000000 Penalty: 5935.914062
	Iteration 5F: 3 clusters Score -2.040611e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -20418196.000000 Penalty: 5935.914062
	Iteration 6F: 3 clusters Score -2.04182e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -20428014.000000 Penalty: 5935.914062
	Iteration 7F: 3 clusters Score -2.042801e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146269 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -20433626.000000 Penalty: 5935.914062
	Iteration 8Q: 3 clusters Score -2.043363e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -20435824.000000 Penalty: 5935.914062
	Iteration 9Q: 3 clusters Score -2.043582e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148359 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -20436428.000000 Penalty: 5935.914062
	Iteration 10Q: 3 clusters Score -2.043643e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148799 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -20436668.000000 Penalty: 5935.914062
	Iteration 11Q: 3 clusters Score -2.043667e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -20436830.000000 Penalty: 5935.914062
	Iteration 12Q: 3 clusters Score -2.043683e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -20436934.000000 Penalty: 5935.914062
	Iteration 13Q: 3 clusters Score -2.043693e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -20437000.000000 Penalty: 5935.914062
	Iteration 14Q: 3 clusters Score -2.0437e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -20437058.000000 Penalty: 5935.914062
	Iteration 15Q: 3 clusters Score -2.043706e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -20437088.000000 Penalty: 5935.914062
	Iteration 16Q: 3 clusters Score -2.043709e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -20437132.000000 Penalty: 5935.914062
	Iteration 17Q: 3 clusters Score -2.043713e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -20437138.000000 Penalty: 5935.914062
	Iteration 18Q: 3 clusters Score -2.043714e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -20437136.000000 Penalty: 5935.914062
	Iteration 19Q: 3 clusters Score -2.043714e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151304 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 5935.914062
	Iteration 20F: 3 clusters Score -2.043713e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -20437122.000000 Penalty: 5935.914062
	Iteration 21Q: 3 clusters Score -2.043712e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151597 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -20437116.000000 Penalty: 5935.914062
	Iteration 22Q: 3 clusters Score -2.043712e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -20437098.000000 Penalty: 5935.914062
	Iteration 23Q: 3 clusters Score -2.04371e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 5935.914062
	Iteration 24Q: 3 clusters Score -2.043713e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -20437110.000000 Penalty: 5935.914062
	Iteration 25Q: 3 clusters Score -2.043711e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -20437140.000000 Penalty: 5935.914062
	Iteration 26Q: 3 clusters Score -2.043714e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -20437124.000000 Penalty: 5935.914062
	Iteration 27Q: 3 clusters Score -2.043712e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -20437116.000000 Penalty: 5935.914062
	Iteration 28Q: 3 clusters Score -2.043712e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -20437138.000000 Penalty: 5935.914062
	Iteration 29Q: 3 clusters Score -2.043714e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20437132.000000 Penalty: 5935.914062
	Iteration 30Q: 3 clusters Score -2.043713e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -20437124.000000 Penalty: 5935.914062
	Iteration 31Q: 3 clusters Score -2.043712e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -20437140.000000 Penalty: 5935.914062
	Iteration 32Q: 3 clusters Score -2.043714e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -20437138.000000 Penalty: 5935.914062
	Iteration 33Q: 3 clusters Score -2.043714e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -20437120.000000 Penalty: 5935.914062
	Iteration 34Q: 3 clusters Score -2.043712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 5935.914062
	Iteration 35Q: 3 clusters Score -2.043713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -20437140.000000 Penalty: 5935.914062
	Iteration 36Q: 3 clusters Score -2.043714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153256 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20437108.000000 Penalty: 5935.914062
	Iteration 37Q: 3 clusters Score -2.043711e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -20437110.000000 Penalty: 5935.914062
	Iteration 38Q: 3 clusters Score -2.043711e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -20437116.000000 Penalty: 5935.914062
	Iteration 39Q: 3 clusters Score -2.043712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -20437124.000000 Penalty: 5935.914062
	Iteration 40F: 3 clusters Score -2.043712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -20437132.000000 Penalty: 5935.914062
	Iteration 41Q: 3 clusters Score -2.043713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -20437130.000000 Penalty: 5935.914062
	Iteration 42Q: 3 clusters Score -2.043713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -20437132.000000 Penalty: 5935.914062
	Iteration 43Q: 3 clusters Score -2.043713e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -20437144.000000 Penalty: 5935.914062
	Iteration 44Q: 3 clusters Score -2.043714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -20437184.000000 Penalty: 5935.914062
	Iteration 45Q: 3 clusters Score -2.043718e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -20437172.000000 Penalty: 5935.914062
	Iteration 46Q: 3 clusters Score -2.043717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -20437166.000000 Penalty: 5935.914062
	Iteration 47Q: 3 clusters Score -2.043717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -20437190.000000 Penalty: 5935.914062
	Iteration 48Q: 3 clusters Score -2.043719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20437206.000000 Penalty: 5935.914062
	Iteration 49Q: 3 clusters Score -2.043721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20437226.000000 Penalty: 5935.914062
	Iteration 50Q: 3 clusters Score -2.043723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -20437224.000000 Penalty: 5935.914062
	Iteration 51Q: 3 clusters Score -2.043722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153972 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -20437216.000000 Penalty: 5935.914062
	Iteration 52Q: 3 clusters Score -2.043722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -20437236.000000 Penalty: 5935.914062
	Iteration 53Q: 3 clusters Score -2.043724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -20437222.000000 Penalty: 5935.914062
	Iteration 54Q: 3 clusters Score -2.043722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -20437240.000000 Penalty: 5935.914062
	Iteration 55Q: 3 clusters Score -2.043724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -20437222.000000 Penalty: 5935.914062
	Iteration 56Q: 3 clusters Score -2.043722e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20437236.000000 Penalty: 5935.914062
	Iteration 57Q: 3 clusters Score -2.043724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -20437224.000000 Penalty: 5935.914062
	Iteration 58Q: 3 clusters Score -2.043722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154228 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20437214.000000 Penalty: 5935.914062
	Iteration 59Q: 3 clusters Score -2.043721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -20437258.000000 Penalty: 5935.914062
	Iteration 60F: 3 clusters Score -2.043726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -20437240.000000 Penalty: 5935.914062
	Iteration 61Q: 3 clusters Score -2.043724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20437248.000000 Penalty: 5935.914062
	Iteration 62Q: 3 clusters Score -2.043725e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -20437252.000000 Penalty: 5935.914062
	Iteration 63Q: 3 clusters Score -2.043725e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -20437226.000000 Penalty: 5935.914062
	Iteration 64Q: 3 clusters Score -2.043723e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -20437238.000000 Penalty: 5935.914062
	Iteration 65Q: 3 clusters Score -2.043724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -20437214.000000 Penalty: 5935.914062
	Iteration 66Q: 3 clusters Score -2.043721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -20437222.000000 Penalty: 5935.914062
	Iteration 67Q: 3 clusters Score -2.043722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -20437234.000000 Penalty: 5935.914062
	Iteration 68Q: 3 clusters Score -2.043723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -20437248.000000 Penalty: 5935.914062
	Iteration 69Q: 3 clusters Score -2.043725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20437250.000000 Penalty: 5935.914062
	Iteration 70Q: 3 clusters Score -2.043725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20437272.000000 Penalty: 5935.914062
	Iteration 71Q: 3 clusters Score -2.043727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -20437280.000000 Penalty: 5935.914062
	Iteration 72Q: 3 clusters Score -2.043728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 73Q: 3 clusters Score -2.043727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -20437272.000000 Penalty: 5935.914062
	Iteration 74Q: 3 clusters Score -2.043727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -20437250.000000 Penalty: 5935.914062
	Iteration 75Q: 3 clusters Score -2.043725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -20437278.000000 Penalty: 5935.914062
	Iteration 76Q: 3 clusters Score -2.043728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20437272.000000 Penalty: 5935.914062
	Iteration 77Q: 3 clusters Score -2.043727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20437286.000000 Penalty: 5935.914062
	Iteration 78Q: 3 clusters Score -2.043729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154829 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -20437280.000000 Penalty: 5935.914062
	Iteration 79Q: 3 clusters Score -2.043728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -20437278.000000 Penalty: 5935.914062
	Iteration 80F: 3 clusters Score -2.043728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20437276.000000 Penalty: 5935.914062
	Iteration 81Q: 3 clusters Score -2.043728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -20437284.000000 Penalty: 5935.914062
	Iteration 82Q: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -20437284.000000 Penalty: 5935.914062
	Iteration 83Q: 3 clusters Score -2.043728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -20437286.000000 Penalty: 5935.914062
	Iteration 84Q: 3 clusters Score -2.043729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 85Q: 3 clusters Score -2.043727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -20437260.000000 Penalty: 5935.914062
	Iteration 86Q: 3 clusters Score -2.043726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20437252.000000 Penalty: 5935.914062
	Iteration 87Q: 3 clusters Score -2.043725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 88Q: 3 clusters Score -2.043727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 89Q: 3 clusters Score -2.043727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20437274.000000 Penalty: 5935.914062
	Iteration 90Q: 3 clusters Score -2.043727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20437268.000000 Penalty: 5935.914062
	Iteration 91Q: 3 clusters Score -2.043727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -20437254.000000 Penalty: 5935.914062
	Iteration 92Q: 3 clusters Score -2.043725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -20437258.000000 Penalty: 5935.914062
	Iteration 93Q: 3 clusters Score -2.043726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20437256.000000 Penalty: 5935.914062
	Iteration 94Q: 3 clusters Score -2.043726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -20437270.000000 Penalty: 5935.914062
	Iteration 95Q: 3 clusters Score -2.043727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20437280.000000 Penalty: 5935.914062
	Iteration 96Q: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20437284.000000 Penalty: 5935.914062
	Iteration 97Q: 3 clusters Score -2.043728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20437288.000000 Penalty: 5935.914062
	Iteration 98Q: 3 clusters Score -2.043729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20437286.000000 Penalty: 5935.914062
	Iteration 99Q: 3 clusters Score -2.043729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20437284.000000 Penalty: 5935.914062
	Iteration 100F: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20437276.000000 Penalty: 5935.914062
	Iteration 101Q: 3 clusters Score -2.043728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20437272.000000 Penalty: 5935.914062
	Iteration 102Q: 3 clusters Score -2.043727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 103Q: 3 clusters Score -2.043727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 104Q: 3 clusters Score -2.043727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5935.914062
	Iteration 105F: 3 clusters Score -2.043727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190479 members 
Entering Unmasked Estep 
Score: -24448612.000000 Penalty: 3015.009766
	Iteration 0F: 2 clusters Score -2.444861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -24324442.000000 Penalty: 6030.019531
	Iteration 0F: 3 clusters Score -2.432444e+07 nChanged 91653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -24378104.000000 Penalty: 6030.019531
	Iteration 1F: 3 clusters Score -2.43781e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -24379270.000000 Penalty: 6030.019531
	Iteration 2Q: 3 clusters Score -2.437927e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -24380854.000000 Penalty: 6030.019531
	Iteration 3Q: 3 clusters Score -2.438085e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -24383212.000000 Penalty: 6030.019531
	Iteration 4Q: 3 clusters Score -2.438321e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -24387292.000000 Penalty: 6030.019531
	Iteration 5Q: 3 clusters Score -2.438729e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -24394134.000000 Penalty: 6030.019531
	Iteration 6F: 3 clusters Score -2.439413e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -24403324.000000 Penalty: 6030.019531
	Iteration 7F: 3 clusters Score -2.440332e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -24414770.000000 Penalty: 6030.019531
	Iteration 8F: 3 clusters Score -2.441477e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112390 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -24424126.000000 Penalty: 6030.019531
	Iteration 9F: 3 clusters Score -2.442413e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -24429028.000000 Penalty: 6030.019531
	Iteration 10F: 3 clusters Score -2.442903e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -24430956.000000 Penalty: 6030.019531
	Iteration 11Q: 3 clusters Score -2.443096e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121389 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -24432646.000000 Penalty: 6030.019531
	Iteration 12Q: 3 clusters Score -2.443265e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -24434222.000000 Penalty: 6030.019531
	Iteration 13Q: 3 clusters Score -2.443422e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127330 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -24435894.000000 Penalty: 6030.019531
	Iteration 14Q: 3 clusters Score -2.443589e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130249 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -24437186.000000 Penalty: 6030.019531
	Iteration 15Q: 3 clusters Score -2.443719e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132964 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -24438434.000000 Penalty: 6030.019531
	Iteration 16Q: 3 clusters Score -2.443843e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -24439418.000000 Penalty: 6030.019531
	Iteration 17Q: 3 clusters Score -2.443942e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -24440352.000000 Penalty: 6030.019531
	Iteration 18Q: 3 clusters Score -2.444035e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -24441228.000000 Penalty: 6030.019531
	Iteration 19Q: 3 clusters Score -2.444123e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -24442078.000000 Penalty: 6030.019531
	Iteration 20F: 3 clusters Score -2.444208e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144864 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -24442782.000000 Penalty: 6030.019531
	Iteration 21Q: 3 clusters Score -2.444278e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146943 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -24443600.000000 Penalty: 6030.019531
	Iteration 22Q: 3 clusters Score -2.44436e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -24444220.000000 Penalty: 6030.019531
	Iteration 23Q: 3 clusters Score -2.444422e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -24444762.000000 Penalty: 6030.019531
	Iteration 24Q: 3 clusters Score -2.444476e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -24445436.000000 Penalty: 6030.019531
	Iteration 25Q: 3 clusters Score -2.444544e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -24445894.000000 Penalty: 6030.019531
	Iteration 26Q: 3 clusters Score -2.444589e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -24446522.000000 Penalty: 6030.019531
	Iteration 27Q: 3 clusters Score -2.444652e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -24446918.000000 Penalty: 6030.019531
	Iteration 28Q: 3 clusters Score -2.444692e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -24447506.000000 Penalty: 6030.019531
	Iteration 29Q: 3 clusters Score -2.444751e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163313 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -24447914.000000 Penalty: 6030.019531
	Iteration 30Q: 3 clusters Score -2.444791e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -24448204.000000 Penalty: 6030.019531
	Iteration 31Q: 3 clusters Score -2.44482e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -24448376.000000 Penalty: 6030.019531
	Iteration 32Q: 3 clusters Score -2.444838e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -24448694.000000 Penalty: 6030.019531
	Iteration 33Q: 3 clusters Score -2.444869e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173515 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -24448782.000000 Penalty: 6030.019531
	Iteration 34Q: 3 clusters Score -2.444878e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -24448788.000000 Penalty: 6030.019531
	Iteration 35Q: 3 clusters Score -2.444879e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177844 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -24448604.000000 Penalty: 6030.019531
	Iteration 36Q: 3 clusters Score -2.44486e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -24448652.000000 Penalty: 6030.019531
	Iteration 37Q: 3 clusters Score -2.444865e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180957 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -24448614.000000 Penalty: 6030.019531
	Iteration 38Q: 3 clusters Score -2.444861e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -24448404.000000 Penalty: 6030.019531
	Iteration 39Q: 3 clusters Score -2.44484e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182716 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -24448446.000000 Penalty: 6030.019531
	Iteration 40F: 3 clusters Score -2.444845e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183854 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -24448346.000000 Penalty: 6030.019531
	Iteration 41Q: 3 clusters Score -2.444835e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184795 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -24448222.000000 Penalty: 6030.019531
	Iteration 42Q: 3 clusters Score -2.444822e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -24448070.000000 Penalty: 6030.019531
	Iteration 43Q: 3 clusters Score -2.444807e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186185 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -24447864.000000 Penalty: 6030.019531
	Iteration 44Q: 3 clusters Score -2.444786e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186688 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -24447736.000000 Penalty: 6030.019531
	Iteration 45Q: 3 clusters Score -2.444774e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187104 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -24447580.000000 Penalty: 6030.019531
	Iteration 46Q: 3 clusters Score -2.444758e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187417 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -24447564.000000 Penalty: 6030.019531
	Iteration 47Q: 3 clusters Score -2.444756e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187700 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -24447504.000000 Penalty: 6030.019531
	Iteration 48Q: 3 clusters Score -2.44475e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187935 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -24447474.000000 Penalty: 6030.019531
	Iteration 49Q: 3 clusters Score -2.444747e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188122 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -24447514.000000 Penalty: 6030.019531
	Iteration 50Q: 3 clusters Score -2.444751e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188284 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24447490.000000 Penalty: 6030.019531
	Iteration 51Q: 3 clusters Score -2.444749e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188417 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -24447460.000000 Penalty: 6030.019531
	Iteration 52Q: 3 clusters Score -2.444746e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188524 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -24447418.000000 Penalty: 6030.019531
	Iteration 53Q: 3 clusters Score -2.444742e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188600 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -24447374.000000 Penalty: 6030.019531
	Iteration 54Q: 3 clusters Score -2.444737e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -24447346.000000 Penalty: 6030.019531
	Iteration 55Q: 3 clusters Score -2.444735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -24447336.000000 Penalty: 6030.019531
	Iteration 56Q: 3 clusters Score -2.444734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188800 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24447262.000000 Penalty: 6030.019531
	Iteration 57Q: 3 clusters Score -2.444726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24447208.000000 Penalty: 6030.019531
	Iteration 58Q: 3 clusters Score -2.444721e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24447206.000000 Penalty: 6030.019531
	Iteration 59Q: 3 clusters Score -2.444721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188951 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -24447160.000000 Penalty: 6030.019531
	Iteration 60F: 3 clusters Score -2.444716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24447126.000000 Penalty: 6030.019531
	Iteration 61Q: 3 clusters Score -2.444713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24447134.000000 Penalty: 6030.019531
	Iteration 62Q: 3 clusters Score -2.444713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189028 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -24447124.000000 Penalty: 6030.019531
	Iteration 63Q: 3 clusters Score -2.444712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -24447118.000000 Penalty: 6030.019531
	Iteration 64Q: 3 clusters Score -2.444712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189050 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -24447120.000000 Penalty: 6030.019531
	Iteration 65Q: 3 clusters Score -2.444712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189062 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -24447114.000000 Penalty: 6030.019531
	Iteration 66Q: 3 clusters Score -2.444711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189069 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -24447108.000000 Penalty: 6030.019531
	Iteration 67Q: 3 clusters Score -2.444711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189077 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -24447102.000000 Penalty: 6030.019531
	Iteration 68Q: 3 clusters Score -2.44471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189085 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -24447104.000000 Penalty: 6030.019531
	Iteration 69Q: 3 clusters Score -2.44471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24447112.000000 Penalty: 6030.019531
	Iteration 70Q: 3 clusters Score -2.444711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189115 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -24447096.000000 Penalty: 6030.019531
	Iteration 71Q: 3 clusters Score -2.44471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189125 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -24447094.000000 Penalty: 6030.019531
	Iteration 72Q: 3 clusters Score -2.444709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -24447098.000000 Penalty: 6030.019531
	Iteration 73Q: 3 clusters Score -2.44471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -24447088.000000 Penalty: 6030.019531
	Iteration 74Q: 3 clusters Score -2.444709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -24447086.000000 Penalty: 6030.019531
	Iteration 75Q: 3 clusters Score -2.444709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24447104.000000 Penalty: 6030.019531
	Iteration 76Q: 3 clusters Score -2.44471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189171 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -24447082.000000 Penalty: 6030.019531
	Iteration 77Q: 3 clusters Score -2.444708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24447094.000000 Penalty: 6030.019531
	Iteration 78Q: 3 clusters Score -2.444709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189180 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -24447090.000000 Penalty: 6030.019531
	Iteration 79Q: 3 clusters Score -2.444709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189189 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24447078.000000 Penalty: 6030.019531
	Iteration 80F: 3 clusters Score -2.444708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24447082.000000 Penalty: 6030.019531
	Iteration 81Q: 3 clusters Score -2.444708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24447082.000000 Penalty: 6030.019531
	Iteration 82F: 3 clusters Score -2.444708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -178871.421875 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -178871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176740.906250 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -176740.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177611.156250 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -177611.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178322.921875 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -178322.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178854.078125 Penalty: 3635.230469
	Iteration 3F: 3 clusters Score -178854.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -179236.156250 Penalty: 3635.230469
	Iteration 4F: 3 clusters Score -179236.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -179374.406250 Penalty: 3635.230469
	Iteration 5Q: 3 clusters Score -179374.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -179398.703125 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -179398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179409.140625 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -179409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -179416.062500 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -179416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -179426.750000 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -179426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -179430.609375 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -179430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -179432.937500 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -179432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -179432.937500 Penalty: 3635.230469
	Iteration 12F: 3 clusters Score -179432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 157561 members 
Mstep: Class 4 contains 190479 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 68950 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 184989 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 184720 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 194142 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 57505 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 14325 members 
Entering Unmasked Estep 
Score: -166399952.000000 Penalty: 66394.625000
Splitting cluster 5 changes total score from -166399824.000000 to -166399952.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (68950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Entering Unmasked Estep 
Score: -8630017.000000 Penalty: 2763.001953
	Iteration 0F: 2 clusters Score -8630017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -8583720.000000 Penalty: 5526.003906
	Iteration 0F: 3 clusters Score -8583720 nChanged 32273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -8601991.000000 Penalty: 5526.003906
	Iteration 1F: 3 clusters Score -8601991 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8602923.000000 Penalty: 5526.003906
	Iteration 2Q: 3 clusters Score -8602923 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -8604134.000000 Penalty: 5526.003906
	Iteration 3Q: 3 clusters Score -8604134 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -8606047.000000 Penalty: 5526.003906
	Iteration 4F: 3 clusters Score -8606047 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8608882.000000 Penalty: 5526.003906
	Iteration 5F: 3 clusters Score -8608882 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -8612758.000000 Penalty: 5526.003906
	Iteration 6F: 3 clusters Score -8612758 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -8617284.000000 Penalty: 5526.003906
	Iteration 7F: 3 clusters Score -8617284 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -8621281.000000 Penalty: 5526.003906
	Iteration 8F: 3 clusters Score -8621281 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -8624223.000000 Penalty: 5526.003906
	Iteration 9Q: 3 clusters Score -8624223 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8625740.000000 Penalty: 5526.003906
	Iteration 10Q: 3 clusters Score -8625740 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8626483.000000 Penalty: 5526.003906
	Iteration 11Q: 3 clusters Score -8626483 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8626882.000000 Penalty: 5526.003906
	Iteration 12Q: 3 clusters Score -8626882 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8627078.000000 Penalty: 5526.003906
	Iteration 13Q: 3 clusters Score -8627078 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8627193.000000 Penalty: 5526.003906
	Iteration 14Q: 3 clusters Score -8627193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8627289.000000 Penalty: 5526.003906
	Iteration 15Q: 3 clusters Score -8627289 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8627366.000000 Penalty: 5526.003906
	Iteration 16Q: 3 clusters Score -8627366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8627413.000000 Penalty: 5526.003906
	Iteration 17Q: 3 clusters Score -8627413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8627457.000000 Penalty: 5526.003906
	Iteration 18Q: 3 clusters Score -8627457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8627467.000000 Penalty: 5526.003906
	Iteration 19Q: 3 clusters Score -8627467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8627488.000000 Penalty: 5526.003906
	Iteration 20F: 3 clusters Score -8627488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8627518.000000 Penalty: 5526.003906
	Iteration 21Q: 3 clusters Score -8627518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8627525.000000 Penalty: 5526.003906
	Iteration 22Q: 3 clusters Score -8627525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8627555.000000 Penalty: 5526.003906
	Iteration 23Q: 3 clusters Score -8627555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8627586.000000 Penalty: 5526.003906
	Iteration 24Q: 3 clusters Score -8627586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8627592.000000 Penalty: 5526.003906
	Iteration 25Q: 3 clusters Score -8627592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8627595.000000 Penalty: 5526.003906
	Iteration 26Q: 3 clusters Score -8627595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8627609.000000 Penalty: 5526.003906
	Iteration 27Q: 3 clusters Score -8627609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8627617.000000 Penalty: 5526.003906
	Iteration 28Q: 3 clusters Score -8627617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8627627.000000 Penalty: 5526.003906
	Iteration 29Q: 3 clusters Score -8627627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8627622.000000 Penalty: 5526.003906
	Iteration 30Q: 3 clusters Score -8627622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8627630.000000 Penalty: 5526.003906
	Iteration 31Q: 3 clusters Score -8627630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8627629.000000 Penalty: 5526.003906
	Iteration 32Q: 3 clusters Score -8627629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8627633.000000 Penalty: 5526.003906
	Iteration 33Q: 3 clusters Score -8627633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8627639.000000 Penalty: 5526.003906
	Iteration 34Q: 3 clusters Score -8627639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8627635.000000 Penalty: 5526.003906
	Iteration 35Q: 3 clusters Score -8627635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8627639.000000 Penalty: 5526.003906
	Iteration 36Q: 3 clusters Score -8627639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8627643.000000 Penalty: 5526.003906
	Iteration 37Q: 3 clusters Score -8627643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8627638.000000 Penalty: 5526.003906
	Iteration 38Q: 3 clusters Score -8627638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8627635.000000 Penalty: 5526.003906
	Iteration 39Q: 3 clusters Score -8627635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8627635.000000 Penalty: 5526.003906
	Iteration 40F: 3 clusters Score -8627635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Entering Unmasked Estep 
Score: -3400837.750000 Penalty: 2521.655273
	Iteration 0F: 2 clusters Score -3400838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3382993.250000 Penalty: 5043.310547
	Iteration 0F: 3 clusters Score -3382993 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3389137.750000 Penalty: 5043.310547
	Iteration 1F: 3 clusters Score -3389138 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3389518.500000 Penalty: 5043.310547
	Iteration 2Q: 3 clusters Score -3389518 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3389827.000000 Penalty: 5043.310547
	Iteration 3Q: 3 clusters Score -3389827 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3390051.500000 Penalty: 5043.310547
	Iteration 4Q: 3 clusters Score -3390052 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3390255.000000 Penalty: 5043.310547
	Iteration 5Q: 3 clusters Score -3390255 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3390452.000000 Penalty: 5043.310547
	Iteration 6Q: 3 clusters Score -3390452 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3390639.500000 Penalty: 5043.310547
	Iteration 7Q: 3 clusters Score -3390640 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3390846.500000 Penalty: 5043.310547
	Iteration 8Q: 3 clusters Score -3390846 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3391063.500000 Penalty: 5043.310547
	Iteration 9Q: 3 clusters Score -3391064 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3391355.250000 Penalty: 5043.310547
	Iteration 10Q: 3 clusters Score -3391355 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3391667.000000 Penalty: 5043.310547
	Iteration 11Q: 3 clusters Score -3391667 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3392083.000000 Penalty: 5043.310547
	Iteration 12Q: 3 clusters Score -3392083 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3392685.250000 Penalty: 5043.310547
	Iteration 13Q: 3 clusters Score -3392685 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3393443.500000 Penalty: 5043.310547
	Iteration 14Q: 3 clusters Score -3393444 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3394252.500000 Penalty: 5043.310547
	Iteration 15Q: 3 clusters Score -3394252 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3395159.250000 Penalty: 5043.310547
	Iteration 16Q: 3 clusters Score -3395159 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3395950.750000 Penalty: 5043.310547
	Iteration 17Q: 3 clusters Score -3395951 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3396639.000000 Penalty: 5043.310547
	Iteration 18Q: 3 clusters Score -3396639 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3397104.750000 Penalty: 5043.310547
	Iteration 19Q: 3 clusters Score -3397105 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3397483.750000 Penalty: 5043.310547
	Iteration 20F: 3 clusters Score -3397484 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3397744.750000 Penalty: 5043.310547
	Iteration 21Q: 3 clusters Score -3397745 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3397976.500000 Penalty: 5043.310547
	Iteration 22Q: 3 clusters Score -3397976 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3398146.750000 Penalty: 5043.310547
	Iteration 23Q: 3 clusters Score -3398147 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3398289.500000 Penalty: 5043.310547
	Iteration 24Q: 3 clusters Score -3398290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3398406.000000 Penalty: 5043.310547
	Iteration 25Q: 3 clusters Score -3398406 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3398496.750000 Penalty: 5043.310547
	Iteration 26Q: 3 clusters Score -3398497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3398552.750000 Penalty: 5043.310547
	Iteration 27Q: 3 clusters Score -3398553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3398577.000000 Penalty: 5043.310547
	Iteration 28Q: 3 clusters Score -3398577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3398614.250000 Penalty: 5043.310547
	Iteration 29Q: 3 clusters Score -3398614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3398645.750000 Penalty: 5043.310547
	Iteration 30Q: 3 clusters Score -3398646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3398666.750000 Penalty: 5043.310547
	Iteration 31Q: 3 clusters Score -3398667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3398683.250000 Penalty: 5043.310547
	Iteration 32Q: 3 clusters Score -3398683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3398700.750000 Penalty: 5043.310547
	Iteration 33Q: 3 clusters Score -3398701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3398715.750000 Penalty: 5043.310547
	Iteration 34Q: 3 clusters Score -3398716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3398725.250000 Penalty: 5043.310547
	Iteration 35Q: 3 clusters Score -3398725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3398734.250000 Penalty: 5043.310547
	Iteration 36Q: 3 clusters Score -3398734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3398741.500000 Penalty: 5043.310547
	Iteration 37Q: 3 clusters Score -3398742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3398749.250000 Penalty: 5043.310547
	Iteration 38Q: 3 clusters Score -3398749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3398751.750000 Penalty: 5043.310547
	Iteration 39Q: 3 clusters Score -3398752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3398752.000000 Penalty: 5043.310547
	Iteration 40F: 3 clusters Score -3398752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3398754.250000 Penalty: 5043.310547
	Iteration 41Q: 3 clusters Score -3398754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3398754.000000 Penalty: 5043.310547
	Iteration 42Q: 3 clusters Score -3398754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3398760.750000 Penalty: 5043.310547
	Iteration 43Q: 3 clusters Score -3398761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3398764.500000 Penalty: 5043.310547
	Iteration 44Q: 3 clusters Score -3398764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3398772.500000 Penalty: 5043.310547
	Iteration 45Q: 3 clusters Score -3398772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3398774.500000 Penalty: 5043.310547
	Iteration 46Q: 3 clusters Score -3398774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3398778.250000 Penalty: 5043.310547
	Iteration 47Q: 3 clusters Score -3398778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3398774.750000 Penalty: 5043.310547
	Iteration 48Q: 3 clusters Score -3398775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3398777.500000 Penalty: 5043.310547
	Iteration 49Q: 3 clusters Score -3398778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3398776.250000 Penalty: 5043.310547
	Iteration 50Q: 3 clusters Score -3398776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3398776.250000 Penalty: 5043.310547
	Iteration 51F: 3 clusters Score -3398776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Entering Unmasked Estep 
Score: -24004450.000000 Penalty: 3007.756836
	Iteration 0F: 2 clusters Score -2.400445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -23889684.000000 Penalty: 6015.513672
	Iteration 0F: 3 clusters Score -2.388968e+07 nChanged 88499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -23941286.000000 Penalty: 6015.513672
	Iteration 1F: 3 clusters Score -2.394129e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -23942626.000000 Penalty: 6015.513672
	Iteration 2Q: 3 clusters Score -2.394263e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -23944674.000000 Penalty: 6015.513672
	Iteration 3Q: 3 clusters Score -2.394467e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -23947944.000000 Penalty: 6015.513672
	Iteration 4Q: 3 clusters Score -2.394794e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -23953264.000000 Penalty: 6015.513672
	Iteration 5F: 3 clusters Score -2.395326e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -23962318.000000 Penalty: 6015.513672
	Iteration 6F: 3 clusters Score -2.396232e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -23972678.000000 Penalty: 6015.513672
	Iteration 7F: 3 clusters Score -2.397268e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -23980458.000000 Penalty: 6015.513672
	Iteration 8F: 3 clusters Score -2.398046e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -23983836.000000 Penalty: 6015.513672
	Iteration 9Q: 3 clusters Score -2.398384e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -23985508.000000 Penalty: 6015.513672
	Iteration 10Q: 3 clusters Score -2.398551e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -23986410.000000 Penalty: 6015.513672
	Iteration 11Q: 3 clusters Score -2.398641e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -23987200.000000 Penalty: 6015.513672
	Iteration 12Q: 3 clusters Score -2.39872e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -23988240.000000 Penalty: 6015.513672
	Iteration 13Q: 3 clusters Score -2.398824e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119148 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -23989474.000000 Penalty: 6015.513672
	Iteration 14Q: 3 clusters Score -2.398947e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -23990688.000000 Penalty: 6015.513672
	Iteration 15Q: 3 clusters Score -2.399069e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -23992356.000000 Penalty: 6015.513672
	Iteration 16Q: 3 clusters Score -2.399236e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -23994108.000000 Penalty: 6015.513672
	Iteration 17Q: 3 clusters Score -2.399411e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -23995710.000000 Penalty: 6015.513672
	Iteration 18Q: 3 clusters Score -2.399571e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -23997440.000000 Penalty: 6015.513672
	Iteration 19Q: 3 clusters Score -2.399744e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139118 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -23999316.000000 Penalty: 6015.513672
	Iteration 20F: 3 clusters Score -2.399932e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -24001012.000000 Penalty: 6015.513672
	Iteration 21Q: 3 clusters Score -2.400101e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -24002786.000000 Penalty: 6015.513672
	Iteration 22Q: 3 clusters Score -2.400279e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -24004384.000000 Penalty: 6015.513672
	Iteration 23Q: 3 clusters Score -2.400438e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -24005628.000000 Penalty: 6015.513672
	Iteration 24Q: 3 clusters Score -2.400563e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -24006694.000000 Penalty: 6015.513672
	Iteration 25Q: 3 clusters Score -2.400669e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155446 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -24007502.000000 Penalty: 6015.513672
	Iteration 26Q: 3 clusters Score -2.40075e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -24008180.000000 Penalty: 6015.513672
	Iteration 27Q: 3 clusters Score -2.400818e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -24008556.000000 Penalty: 6015.513672
	Iteration 28Q: 3 clusters Score -2.400856e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -24008938.000000 Penalty: 6015.513672
	Iteration 29Q: 3 clusters Score -2.400894e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -24009202.000000 Penalty: 6015.513672
	Iteration 30Q: 3 clusters Score -2.40092e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -24009420.000000 Penalty: 6015.513672
	Iteration 31Q: 3 clusters Score -2.400942e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163986 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -24009468.000000 Penalty: 6015.513672
	Iteration 32Q: 3 clusters Score -2.400947e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164836 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -24009494.000000 Penalty: 6015.513672
	Iteration 33Q: 3 clusters Score -2.400949e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -24009680.000000 Penalty: 6015.513672
	Iteration 34Q: 3 clusters Score -2.400968e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -24009654.000000 Penalty: 6015.513672
	Iteration 35Q: 3 clusters Score -2.400965e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -24009496.000000 Penalty: 6015.513672
	Iteration 36Q: 3 clusters Score -2.40095e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -24009392.000000 Penalty: 6015.513672
	Iteration 37Q: 3 clusters Score -2.400939e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -24009336.000000 Penalty: 6015.513672
	Iteration 38Q: 3 clusters Score -2.400934e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -24009352.000000 Penalty: 6015.513672
	Iteration 39Q: 3 clusters Score -2.400935e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -24009274.000000 Penalty: 6015.513672
	Iteration 40F: 3 clusters Score -2.400927e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -24009278.000000 Penalty: 6015.513672
	Iteration 41Q: 3 clusters Score -2.400928e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -24009260.000000 Penalty: 6015.513672
	Iteration 42Q: 3 clusters Score -2.400926e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -24009124.000000 Penalty: 6015.513672
	Iteration 43Q: 3 clusters Score -2.400912e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -24009090.000000 Penalty: 6015.513672
	Iteration 44Q: 3 clusters Score -2.400909e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170500 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -24009008.000000 Penalty: 6015.513672
	Iteration 45Q: 3 clusters Score -2.400901e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -24008952.000000 Penalty: 6015.513672
	Iteration 46Q: 3 clusters Score -2.400895e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -24008960.000000 Penalty: 6015.513672
	Iteration 47Q: 3 clusters Score -2.400896e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171222 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -24008994.000000 Penalty: 6015.513672
	Iteration 48Q: 3 clusters Score -2.400899e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -24008930.000000 Penalty: 6015.513672
	Iteration 49Q: 3 clusters Score -2.400893e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -24008852.000000 Penalty: 6015.513672
	Iteration 50Q: 3 clusters Score -2.400885e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -24008816.000000 Penalty: 6015.513672
	Iteration 51Q: 3 clusters Score -2.400882e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -24008796.000000 Penalty: 6015.513672
	Iteration 52Q: 3 clusters Score -2.40088e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171933 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -24008762.000000 Penalty: 6015.513672
	Iteration 53Q: 3 clusters Score -2.400876e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -24008712.000000 Penalty: 6015.513672
	Iteration 54Q: 3 clusters Score -2.400871e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -24008692.000000 Penalty: 6015.513672
	Iteration 55Q: 3 clusters Score -2.400869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -24008684.000000 Penalty: 6015.513672
	Iteration 56Q: 3 clusters Score -2.400868e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -24008662.000000 Penalty: 6015.513672
	Iteration 57Q: 3 clusters Score -2.400866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -24008684.000000 Penalty: 6015.513672
	Iteration 58Q: 3 clusters Score -2.400868e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -24008668.000000 Penalty: 6015.513672
	Iteration 59Q: 3 clusters Score -2.400867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -24008648.000000 Penalty: 6015.513672
	Iteration 60F: 3 clusters Score -2.400865e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -24008592.000000 Penalty: 6015.513672
	Iteration 61Q: 3 clusters Score -2.400859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172543 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -24008552.000000 Penalty: 6015.513672
	Iteration 62Q: 3 clusters Score -2.400855e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -24008530.000000 Penalty: 6015.513672
	Iteration 63Q: 3 clusters Score -2.400853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172650 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -24008516.000000 Penalty: 6015.513672
	Iteration 64Q: 3 clusters Score -2.400852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -24008526.000000 Penalty: 6015.513672
	Iteration 65Q: 3 clusters Score -2.400853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172731 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -24008502.000000 Penalty: 6015.513672
	Iteration 66Q: 3 clusters Score -2.40085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -24008470.000000 Penalty: 6015.513672
	Iteration 67Q: 3 clusters Score -2.400847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -24008446.000000 Penalty: 6015.513672
	Iteration 68Q: 3 clusters Score -2.400845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -24008432.000000 Penalty: 6015.513672
	Iteration 69Q: 3 clusters Score -2.400843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -24008428.000000 Penalty: 6015.513672
	Iteration 70Q: 3 clusters Score -2.400843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172873 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -24008432.000000 Penalty: 6015.513672
	Iteration 71Q: 3 clusters Score -2.400843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -24008458.000000 Penalty: 6015.513672
	Iteration 72Q: 3 clusters Score -2.400846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172931 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -24008470.000000 Penalty: 6015.513672
	Iteration 73Q: 3 clusters Score -2.400847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -24008468.000000 Penalty: 6015.513672
	Iteration 74Q: 3 clusters Score -2.400847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -24008452.000000 Penalty: 6015.513672
	Iteration 75Q: 3 clusters Score -2.400845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172984 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -24008434.000000 Penalty: 6015.513672
	Iteration 76Q: 3 clusters Score -2.400843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172996 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -24008434.000000 Penalty: 6015.513672
	Iteration 77Q: 3 clusters Score -2.400843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173006 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -24008412.000000 Penalty: 6015.513672
	Iteration 78Q: 3 clusters Score -2.400841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -24008396.000000 Penalty: 6015.513672
	Iteration 79Q: 3 clusters Score -2.40084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -24008404.000000 Penalty: 6015.513672
	Iteration 80F: 3 clusters Score -2.40084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173031 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -24008388.000000 Penalty: 6015.513672
	Iteration 81Q: 3 clusters Score -2.400839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -24008382.000000 Penalty: 6015.513672
	Iteration 82Q: 3 clusters Score -2.400838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -24008390.000000 Penalty: 6015.513672
	Iteration 83Q: 3 clusters Score -2.400839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -24008386.000000 Penalty: 6015.513672
	Iteration 84Q: 3 clusters Score -2.400839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -24008386.000000 Penalty: 6015.513672
	Iteration 85Q: 3 clusters Score -2.400839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173061 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -24008400.000000 Penalty: 6015.513672
	Iteration 86Q: 3 clusters Score -2.40084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -24008390.000000 Penalty: 6015.513672
	Iteration 87Q: 3 clusters Score -2.400839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173071 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -24008396.000000 Penalty: 6015.513672
	Iteration 88Q: 3 clusters Score -2.40084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173076 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -24008388.000000 Penalty: 6015.513672
	Iteration 89Q: 3 clusters Score -2.400839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -24008380.000000 Penalty: 6015.513672
	Iteration 90Q: 3 clusters Score -2.400838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -24008378.000000 Penalty: 6015.513672
	Iteration 91Q: 3 clusters Score -2.400838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -24008366.000000 Penalty: 6015.513672
	Iteration 92Q: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -24008366.000000 Penalty: 6015.513672
	Iteration 93Q: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173086 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -24008370.000000 Penalty: 6015.513672
	Iteration 94Q: 3 clusters Score -2.400837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173093 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -24008362.000000 Penalty: 6015.513672
	Iteration 95Q: 3 clusters Score -2.400836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -24008350.000000 Penalty: 6015.513672
	Iteration 96Q: 3 clusters Score -2.400835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -24008348.000000 Penalty: 6015.513672
	Iteration 97Q: 3 clusters Score -2.400835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173105 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -24008368.000000 Penalty: 6015.513672
	Iteration 98Q: 3 clusters Score -2.400837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173108 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -24008374.000000 Penalty: 6015.513672
	Iteration 99Q: 3 clusters Score -2.400837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -24008368.000000 Penalty: 6015.513672
	Iteration 100F: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -24008370.000000 Penalty: 6015.513672
	Iteration 101Q: 3 clusters Score -2.400837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173115 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -24008350.000000 Penalty: 6015.513672
	Iteration 102Q: 3 clusters Score -2.400835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173117 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -24008352.000000 Penalty: 6015.513672
	Iteration 103Q: 3 clusters Score -2.400835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -24008344.000000 Penalty: 6015.513672
	Iteration 104Q: 3 clusters Score -2.400834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -24008352.000000 Penalty: 6015.513672
	Iteration 105Q: 3 clusters Score -2.400835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173120 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -24008354.000000 Penalty: 6015.513672
	Iteration 106Q: 3 clusters Score -2.400835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173120 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -24008354.000000 Penalty: 6015.513672
	Iteration 107F: 3 clusters Score -2.400835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 157561 members 
Mstep: Class 4 contains 190479 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 68950 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 173120 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 184720 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 194142 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 57505 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 11869 members 
Entering Unmasked Estep 
Score: -166403520.000000 Penalty: 69889.085938
Splitting cluster 9 changes total score from -166399824.000000 to -166403520.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -121034.859375 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -121034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119091.796875 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -119091.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -119924.054688 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -119924.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121005.414062 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121005.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121703.718750 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -121703.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122569.125000 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -122569.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123607.593750 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -123607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124110.796875 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -124110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124153.820312 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -124153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124153.820312 Penalty: 3507.921387
	Iteration 8F: 3 clusters Score -124153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 157561 members 
Mstep: Class 4 contains 190479 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 68950 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 173120 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 184720 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 194142 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 57505 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 778 members 
Entering Unmasked Estep 
Score: -166404864.000000 Penalty: 73383.539062
Splitting cluster 10 changes total score from -166399824.000000 to -166404864.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -556467.187500 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -556467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552351.625000 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -552351.6 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -553330.687500 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -553330.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -553621.875000 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -553621.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -553834.375000 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -553834.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -553993.312500 Penalty: 4163.820312
	Iteration 4Q: 3 clusters Score -553993.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -554115.500000 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -554115.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -554223.500000 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -554223.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -554349.812500 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -554349.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -554472.625000 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -554472.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554567.375000 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -554567.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -554646.187500 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -554646.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -554725.562500 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -554725.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -554796.562500 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -554796.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -554850.812500 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -554850.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -554896.312500 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -554896.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -554924.125000 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -554924.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554945.437500 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -554945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554963.812500 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -554963.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -554985.187500 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -554985.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -555005.375000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -555005.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -555026.250000 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -555026.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -555040.437500 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -555040.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -555058.125000 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -555058.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -555070.062500 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -555070.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -555078.062500 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -555078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -555087.125000 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -555087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -555096.187500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -555096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -555107.000000 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -555107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -555115.187500 Penalty: 4163.820312
	Iteration 28Q: 3 clusters Score -555115.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -555124.500000 Penalty: 4163.820312
	Iteration 29Q: 3 clusters Score -555124.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -555130.625000 Penalty: 4163.820312
	Iteration 30Q: 3 clusters Score -555130.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -555139.062500 Penalty: 4163.820312
	Iteration 31Q: 3 clusters Score -555139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -555142.687500 Penalty: 4163.820312
	Iteration 32Q: 3 clusters Score -555142.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -555147.625000 Penalty: 4163.820312
	Iteration 33Q: 3 clusters Score -555147.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -555153.000000 Penalty: 4163.820312
	Iteration 34Q: 3 clusters Score -555153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -555157.375000 Penalty: 4163.820312
	Iteration 35Q: 3 clusters Score -555157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -555160.562500 Penalty: 4163.820312
	Iteration 36Q: 3 clusters Score -555160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -555163.750000 Penalty: 4163.820312
	Iteration 37Q: 3 clusters Score -555163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -555165.062500 Penalty: 4163.820312
	Iteration 38Q: 3 clusters Score -555165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -555169.062500 Penalty: 4163.820312
	Iteration 39Q: 3 clusters Score -555169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -555171.875000 Penalty: 4163.820312
	Iteration 40F: 3 clusters Score -555171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -555176.250000 Penalty: 4163.820312
	Iteration 41Q: 3 clusters Score -555176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -555176.812500 Penalty: 4163.820312
	Iteration 42Q: 3 clusters Score -555176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -555178.312500 Penalty: 4163.820312
	Iteration 43Q: 3 clusters Score -555178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -555178.687500 Penalty: 4163.820312
	Iteration 44Q: 3 clusters Score -555178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -555179.875000 Penalty: 4163.820312
	Iteration 45Q: 3 clusters Score -555179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -555181.250000 Penalty: 4163.820312
	Iteration 46Q: 3 clusters Score -555181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -555181.875000 Penalty: 4163.820312
	Iteration 47Q: 3 clusters Score -555181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -555182.187500 Penalty: 4163.820312
	Iteration 48Q: 3 clusters Score -555182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -555181.562500 Penalty: 4163.820312
	Iteration 49Q: 3 clusters Score -555181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -555183.312500 Penalty: 4163.820312
	Iteration 50Q: 3 clusters Score -555183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -555184.312500 Penalty: 4163.820312
	Iteration 51Q: 3 clusters Score -555184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -555183.000000 Penalty: 4163.820312
	Iteration 52Q: 3 clusters Score -555183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -555183.500000 Penalty: 4163.820312
	Iteration 53Q: 3 clusters Score -555183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -555183.625000 Penalty: 4163.820312
	Iteration 54Q: 3 clusters Score -555183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -555183.625000 Penalty: 4163.820312
	Iteration 55F: 3 clusters Score -555183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (184720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184720 members 
Entering Unmasked Estep 
Score: -23759660.000000 Penalty: 3007.395996
	Iteration 0F: 2 clusters Score -2.375966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -23639994.000000 Penalty: 6014.791992
	Iteration 0F: 3 clusters Score -2.363999e+07 nChanged 88765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -23692224.000000 Penalty: 6014.791992
	Iteration 1F: 3 clusters Score -2.369222e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -23694610.000000 Penalty: 6014.791992
	Iteration 2Q: 3 clusters Score -2.369461e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -23698402.000000 Penalty: 6014.791992
	Iteration 3Q: 3 clusters Score -2.36984e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -23704430.000000 Penalty: 6014.791992
	Iteration 4F: 3 clusters Score -2.370443e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 126610 members 
Entering Unmasked Estep 
Score: -23715010.000000 Penalty: 6014.791992
	Iteration 5F: 3 clusters Score -2.371501e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -23728876.000000 Penalty: 6014.791992
	Iteration 6F: 3 clusters Score -2.372888e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -23741630.000000 Penalty: 6014.791992
	Iteration 7F: 3 clusters Score -2.374163e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 156811 members 
Entering Unmasked Estep 
Score: -23749792.000000 Penalty: 6014.791992
	Iteration 8Q: 3 clusters Score -2.374979e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -23753348.000000 Penalty: 6014.791992
	Iteration 9Q: 3 clusters Score -2.375335e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -23754966.000000 Penalty: 6014.791992
	Iteration 10Q: 3 clusters Score -2.375497e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 166131 members 
Entering Unmasked Estep 
Score: -23756034.000000 Penalty: 6014.791992
	Iteration 11Q: 3 clusters Score -2.375603e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -23756700.000000 Penalty: 6014.791992
	Iteration 12Q: 3 clusters Score -2.37567e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 170542 members 
Entering Unmasked Estep 
Score: -23757352.000000 Penalty: 6014.791992
	Iteration 13Q: 3 clusters Score -2.375735e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 172539 members 
Entering Unmasked Estep 
Score: -23757600.000000 Penalty: 6014.791992
	Iteration 14Q: 3 clusters Score -2.37576e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -23758072.000000 Penalty: 6014.791992
	Iteration 15Q: 3 clusters Score -2.375807e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -23758216.000000 Penalty: 6014.791992
	Iteration 16Q: 3 clusters Score -2.375822e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -23758296.000000 Penalty: 6014.791992
	Iteration 17Q: 3 clusters Score -2.37583e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -23758410.000000 Penalty: 6014.791992
	Iteration 18Q: 3 clusters Score -2.375841e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 179368 members 
Entering Unmasked Estep 
Score: -23758474.000000 Penalty: 6014.791992
	Iteration 19Q: 3 clusters Score -2.375847e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -23758512.000000 Penalty: 6014.791992
	Iteration 20F: 3 clusters Score -2.375851e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -23758570.000000 Penalty: 6014.791992
	Iteration 21Q: 3 clusters Score -2.375857e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -23758590.000000 Penalty: 6014.791992
	Iteration 22Q: 3 clusters Score -2.375859e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -23758612.000000 Penalty: 6014.791992
	Iteration 23Q: 3 clusters Score -2.375861e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 181832 members 
Entering Unmasked Estep 
Score: -23758576.000000 Penalty: 6014.791992
	Iteration 24Q: 3 clusters Score -2.375858e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -23758536.000000 Penalty: 6014.791992
	Iteration 25Q: 3 clusters Score -2.375854e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 182267 members 
Entering Unmasked Estep 
Score: -23758496.000000 Penalty: 6014.791992
	Iteration 26Q: 3 clusters Score -2.37585e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -23758468.000000 Penalty: 6014.791992
	Iteration 27Q: 3 clusters Score -2.375847e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 182560 members 
Entering Unmasked Estep 
Score: -23758450.000000 Penalty: 6014.791992
	Iteration 28Q: 3 clusters Score -2.375845e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -23758438.000000 Penalty: 6014.791992
	Iteration 29Q: 3 clusters Score -2.375844e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 182737 members 
Entering Unmasked Estep 
Score: -23758424.000000 Penalty: 6014.791992
	Iteration 30Q: 3 clusters Score -2.375842e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 182799 members 
Entering Unmasked Estep 
Score: -23758416.000000 Penalty: 6014.791992
	Iteration 31Q: 3 clusters Score -2.375842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 182840 members 
Entering Unmasked Estep 
Score: -23758418.000000 Penalty: 6014.791992
	Iteration 32Q: 3 clusters Score -2.375842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -23758416.000000 Penalty: 6014.791992
	Iteration 33Q: 3 clusters Score -2.375842e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 182898 members 
Entering Unmasked Estep 
Score: -23758426.000000 Penalty: 6014.791992
	Iteration 34Q: 3 clusters Score -2.375843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 182928 members 
Entering Unmasked Estep 
Score: -23758392.000000 Penalty: 6014.791992
	Iteration 35Q: 3 clusters Score -2.375839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -23758414.000000 Penalty: 6014.791992
	Iteration 36Q: 3 clusters Score -2.375841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -23758378.000000 Penalty: 6014.791992
	Iteration 37Q: 3 clusters Score -2.375838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 183007 members 
Entering Unmasked Estep 
Score: -23758358.000000 Penalty: 6014.791992
	Iteration 38Q: 3 clusters Score -2.375836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -23758372.000000 Penalty: 6014.791992
	Iteration 39Q: 3 clusters Score -2.375837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -23758370.000000 Penalty: 6014.791992
	Iteration 40F: 3 clusters Score -2.375837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -23758352.000000 Penalty: 6014.791992
	Iteration 41Q: 3 clusters Score -2.375835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -23758362.000000 Penalty: 6014.791992
	Iteration 42Q: 3 clusters Score -2.375836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -23758368.000000 Penalty: 6014.791992
	Iteration 43Q: 3 clusters Score -2.375837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -23758372.000000 Penalty: 6014.791992
	Iteration 44Q: 3 clusters Score -2.375837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -23758368.000000 Penalty: 6014.791992
	Iteration 45Q: 3 clusters Score -2.375837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -23758370.000000 Penalty: 6014.791992
	Iteration 46Q: 3 clusters Score -2.375837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 183100 members 
Entering Unmasked Estep 
Score: -23758376.000000 Penalty: 6014.791992
	Iteration 47Q: 3 clusters Score -2.375838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 183100 members 
Entering Unmasked Estep 
Score: -23758376.000000 Penalty: 6014.791992
	Iteration 48F: 3 clusters Score -2.375838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Entering Unmasked Estep 
Score: -2425194.500000 Penalty: 2440.904541
	Iteration 0F: 2 clusters Score -2425194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2411826.250000 Penalty: 4881.809082
	Iteration 0F: 3 clusters Score -2411826 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2416386.250000 Penalty: 4881.809082
	Iteration 1F: 3 clusters Score -2416386 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2416890.750000 Penalty: 4881.809082
	Iteration 2F: 3 clusters Score -2416891 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2417372.750000 Penalty: 4881.809082
	Iteration 3F: 3 clusters Score -2417373 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2417891.000000 Penalty: 4881.809082
	Iteration 4Q: 3 clusters Score -2417891 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2418394.000000 Penalty: 4881.809082
	Iteration 5Q: 3 clusters Score -2418394 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2418907.500000 Penalty: 4881.809082
	Iteration 6Q: 3 clusters Score -2418908 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2419415.250000 Penalty: 4881.809082
	Iteration 7Q: 3 clusters Score -2419415 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2420002.000000 Penalty: 4881.809082
	Iteration 8F: 3 clusters Score -2420002 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2420653.500000 Penalty: 4881.809082
	Iteration 9F: 3 clusters Score -2420654 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2421265.500000 Penalty: 4881.809082
	Iteration 10Q: 3 clusters Score -2421266 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2421676.000000 Penalty: 4881.809082
	Iteration 11Q: 3 clusters Score -2421676 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2421970.500000 Penalty: 4881.809082
	Iteration 12Q: 3 clusters Score -2421970 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2422129.500000 Penalty: 4881.809082
	Iteration 13Q: 3 clusters Score -2422130 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2422244.250000 Penalty: 4881.809082
	Iteration 14Q: 3 clusters Score -2422244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2422330.250000 Penalty: 4881.809082
	Iteration 15Q: 3 clusters Score -2422330 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2422405.750000 Penalty: 4881.809082
	Iteration 16Q: 3 clusters Score -2422406 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2422446.750000 Penalty: 4881.809082
	Iteration 17Q: 3 clusters Score -2422447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2422468.000000 Penalty: 4881.809082
	Iteration 18Q: 3 clusters Score -2422468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2422486.500000 Penalty: 4881.809082
	Iteration 19Q: 3 clusters Score -2422486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2422496.750000 Penalty: 4881.809082
	Iteration 20F: 3 clusters Score -2422497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2422503.250000 Penalty: 4881.809082
	Iteration 21Q: 3 clusters Score -2422503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2422505.250000 Penalty: 4881.809082
	Iteration 22Q: 3 clusters Score -2422505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2422516.000000 Penalty: 4881.809082
	Iteration 23Q: 3 clusters Score -2422516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2422520.000000 Penalty: 4881.809082
	Iteration 24Q: 3 clusters Score -2422520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2422526.000000 Penalty: 4881.809082
	Iteration 25Q: 3 clusters Score -2422526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2422527.500000 Penalty: 4881.809082
	Iteration 26Q: 3 clusters Score -2422528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2422531.000000 Penalty: 4881.809082
	Iteration 27Q: 3 clusters Score -2422531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2422530.500000 Penalty: 4881.809082
	Iteration 28Q: 3 clusters Score -2422530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2422533.000000 Penalty: 4881.809082
	Iteration 29Q: 3 clusters Score -2422533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2422536.500000 Penalty: 4881.809082
	Iteration 30Q: 3 clusters Score -2422536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2422539.500000 Penalty: 4881.809082
	Iteration 31Q: 3 clusters Score -2422540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2422548.500000 Penalty: 4881.809082
	Iteration 32Q: 3 clusters Score -2422548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2422546.250000 Penalty: 4881.809082
	Iteration 33Q: 3 clusters Score -2422546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2422539.750000 Penalty: 4881.809082
	Iteration 34Q: 3 clusters Score -2422540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2422541.000000 Penalty: 4881.809082
	Iteration 35Q: 3 clusters Score -2422541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2422547.000000 Penalty: 4881.809082
	Iteration 36Q: 3 clusters Score -2422547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2422546.750000 Penalty: 4881.809082
	Iteration 37Q: 3 clusters Score -2422547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2422547.000000 Penalty: 4881.809082
	Iteration 38Q: 3 clusters Score -2422547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2422546.500000 Penalty: 4881.809082
	Iteration 39Q: 3 clusters Score -2422546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2422547.500000 Penalty: 4881.809082
	Iteration 40F: 3 clusters Score -2422548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2422549.750000 Penalty: 4881.809082
	Iteration 41Q: 3 clusters Score -2422550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2422550.000000 Penalty: 4881.809082
	Iteration 42Q: 3 clusters Score -2422550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2422546.500000 Penalty: 4881.809082
	Iteration 43Q: 3 clusters Score -2422546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2422544.750000 Penalty: 4881.809082
	Iteration 44Q: 3 clusters Score -2422545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2422546.250000 Penalty: 4881.809082
	Iteration 45Q: 3 clusters Score -2422546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2422539.000000 Penalty: 4881.809082
	Iteration 46Q: 3 clusters Score -2422539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2422550.250000 Penalty: 4881.809082
	Iteration 47Q: 3 clusters Score -2422550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2422548.500000 Penalty: 4881.809082
	Iteration 48Q: 3 clusters Score -2422548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2422548.750000 Penalty: 4881.809082
	Iteration 49Q: 3 clusters Score -2422549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2422549.000000 Penalty: 4881.809082
	Iteration 50Q: 3 clusters Score -2422549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2422545.750000 Penalty: 4881.809082
	Iteration 51Q: 3 clusters Score -2422546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2422545.500000 Penalty: 4881.809082
	Iteration 52Q: 3 clusters Score -2422546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2422547.250000 Penalty: 4881.809082
	Iteration 53Q: 3 clusters Score -2422547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2422546.750000 Penalty: 4881.809082
	Iteration 54Q: 3 clusters Score -2422547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2422546.000000 Penalty: 4881.809082
	Iteration 55Q: 3 clusters Score -2422546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2422550.000000 Penalty: 4881.809082
	Iteration 56Q: 3 clusters Score -2422550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2422548.750000 Penalty: 4881.809082
	Iteration 57Q: 3 clusters Score -2422549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2422546.500000 Penalty: 4881.809082
	Iteration 58Q: 3 clusters Score -2422546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2422547.250000 Penalty: 4881.809082
	Iteration 59Q: 3 clusters Score -2422547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2422550.750000 Penalty: 4881.809082
	Iteration 60F: 3 clusters Score -2422551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2422552.250000 Penalty: 4881.809082
	Iteration 61Q: 3 clusters Score -2422552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2422549.500000 Penalty: 4881.809082
	Iteration 62Q: 3 clusters Score -2422550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2422548.250000 Penalty: 4881.809082
	Iteration 63Q: 3 clusters Score -2422548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2422548.000000 Penalty: 4881.809082
	Iteration 64Q: 3 clusters Score -2422548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2422550.500000 Penalty: 4881.809082
	Iteration 65Q: 3 clusters Score -2422550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2422548.250000 Penalty: 4881.809082
	Iteration 66Q: 3 clusters Score -2422548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2422549.000000 Penalty: 4881.809082
	Iteration 67Q: 3 clusters Score -2422549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2422550.500000 Penalty: 4881.809082
	Iteration 68Q: 3 clusters Score -2422550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2422550.500000 Penalty: 4881.809082
	Iteration 69F: 3 clusters Score -2422550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (194142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194142 members 
Entering Unmasked Estep 
Score: -24907800.000000 Penalty: 3019.733643
	Iteration 0F: 2 clusters Score -2.49078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -24783938.000000 Penalty: 6039.467285
	Iteration 0F: 3 clusters Score -2.478394e+07 nChanged 92841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -24838032.000000 Penalty: 6039.467285
	Iteration 1F: 3 clusters Score -2.483803e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -24839000.000000 Penalty: 6039.467285
	Iteration 2Q: 3 clusters Score -2.4839e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -24840002.000000 Penalty: 6039.467285
	Iteration 3Q: 3 clusters Score -2.484e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -24841070.000000 Penalty: 6039.467285
	Iteration 4Q: 3 clusters Score -2.484107e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -24842302.000000 Penalty: 6039.467285
	Iteration 5Q: 3 clusters Score -2.48423e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -24844144.000000 Penalty: 6039.467285
	Iteration 6Q: 3 clusters Score -2.484414e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -24847128.000000 Penalty: 6039.467285
	Iteration 7Q: 3 clusters Score -2.484713e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -24851850.000000 Penalty: 6039.467285
	Iteration 8Q: 3 clusters Score -2.485185e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -24859424.000000 Penalty: 6039.467285
	Iteration 9F: 3 clusters Score -2.485942e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -24869324.000000 Penalty: 6039.467285
	Iteration 10F: 3 clusters Score -2.486932e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -24879454.000000 Penalty: 6039.467285
	Iteration 11F: 3 clusters Score -2.487945e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -24885788.000000 Penalty: 6039.467285
	Iteration 12F: 3 clusters Score -2.488579e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -24888722.000000 Penalty: 6039.467285
	Iteration 13Q: 3 clusters Score -2.488872e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -24890150.000000 Penalty: 6039.467285
	Iteration 14Q: 3 clusters Score -2.489015e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -24891462.000000 Penalty: 6039.467285
	Iteration 15Q: 3 clusters Score -2.489146e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -24892422.000000 Penalty: 6039.467285
	Iteration 16Q: 3 clusters Score -2.489242e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -24893466.000000 Penalty: 6039.467285
	Iteration 17Q: 3 clusters Score -2.489347e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -24894584.000000 Penalty: 6039.467285
	Iteration 18Q: 3 clusters Score -2.489458e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -24895708.000000 Penalty: 6039.467285
	Iteration 19Q: 3 clusters Score -2.489571e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -24896388.000000 Penalty: 6039.467285
	Iteration 20F: 3 clusters Score -2.489639e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -24897206.000000 Penalty: 6039.467285
	Iteration 21Q: 3 clusters Score -2.489721e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -24897764.000000 Penalty: 6039.467285
	Iteration 22Q: 3 clusters Score -2.489776e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -24898418.000000 Penalty: 6039.467285
	Iteration 23Q: 3 clusters Score -2.489842e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -24898874.000000 Penalty: 6039.467285
	Iteration 24Q: 3 clusters Score -2.489887e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -24899446.000000 Penalty: 6039.467285
	Iteration 25Q: 3 clusters Score -2.489945e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -24899746.000000 Penalty: 6039.467285
	Iteration 26Q: 3 clusters Score -2.489975e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -24900130.000000 Penalty: 6039.467285
	Iteration 27Q: 3 clusters Score -2.490013e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -24900488.000000 Penalty: 6039.467285
	Iteration 28Q: 3 clusters Score -2.490049e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -24900736.000000 Penalty: 6039.467285
	Iteration 29Q: 3 clusters Score -2.490074e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 172963 members 
Entering Unmasked Estep 
Score: -24901100.000000 Penalty: 6039.467285
	Iteration 30Q: 3 clusters Score -2.49011e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 173783 members 
Entering Unmasked Estep 
Score: -24901342.000000 Penalty: 6039.467285
	Iteration 31Q: 3 clusters Score -2.490134e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -24901488.000000 Penalty: 6039.467285
	Iteration 32Q: 3 clusters Score -2.490149e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 175343 members 
Entering Unmasked Estep 
Score: -24901786.000000 Penalty: 6039.467285
	Iteration 33Q: 3 clusters Score -2.490179e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -24902060.000000 Penalty: 6039.467285
	Iteration 34Q: 3 clusters Score -2.490206e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -24902298.000000 Penalty: 6039.467285
	Iteration 35Q: 3 clusters Score -2.49023e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -24902404.000000 Penalty: 6039.467285
	Iteration 36Q: 3 clusters Score -2.49024e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -24902678.000000 Penalty: 6039.467285
	Iteration 37Q: 3 clusters Score -2.490268e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 178567 members 
Entering Unmasked Estep 
Score: -24902834.000000 Penalty: 6039.467285
	Iteration 38Q: 3 clusters Score -2.490283e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 179100 members 
Entering Unmasked Estep 
Score: -24903082.000000 Penalty: 6039.467285
	Iteration 39Q: 3 clusters Score -2.490308e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 179588 members 
Entering Unmasked Estep 
Score: -24903154.000000 Penalty: 6039.467285
	Iteration 40F: 3 clusters Score -2.490315e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -24903324.000000 Penalty: 6039.467285
	Iteration 41Q: 3 clusters Score -2.490332e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 180451 members 
Entering Unmasked Estep 
Score: -24903380.000000 Penalty: 6039.467285
	Iteration 42Q: 3 clusters Score -2.490338e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 180839 members 
Entering Unmasked Estep 
Score: -24903466.000000 Penalty: 6039.467285
	Iteration 43Q: 3 clusters Score -2.490347e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 181190 members 
Entering Unmasked Estep 
Score: -24903558.000000 Penalty: 6039.467285
	Iteration 44Q: 3 clusters Score -2.490356e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 181520 members 
Entering Unmasked Estep 
Score: -24903718.000000 Penalty: 6039.467285
	Iteration 45Q: 3 clusters Score -2.490372e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 181812 members 
Entering Unmasked Estep 
Score: -24903790.000000 Penalty: 6039.467285
	Iteration 46Q: 3 clusters Score -2.490379e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -24903882.000000 Penalty: 6039.467285
	Iteration 47Q: 3 clusters Score -2.490388e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 182356 members 
Entering Unmasked Estep 
Score: -24903942.000000 Penalty: 6039.467285
	Iteration 48Q: 3 clusters Score -2.490394e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 182627 members 
Entering Unmasked Estep 
Score: -24904036.000000 Penalty: 6039.467285
	Iteration 49Q: 3 clusters Score -2.490404e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -24904042.000000 Penalty: 6039.467285
	Iteration 50Q: 3 clusters Score -2.490404e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 183063 members 
Entering Unmasked Estep 
Score: -24904164.000000 Penalty: 6039.467285
	Iteration 51Q: 3 clusters Score -2.490416e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 183251 members 
Entering Unmasked Estep 
Score: -24904212.000000 Penalty: 6039.467285
	Iteration 52Q: 3 clusters Score -2.490421e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -24904344.000000 Penalty: 6039.467285
	Iteration 53Q: 3 clusters Score -2.490434e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 183644 members 
Entering Unmasked Estep 
Score: -24904446.000000 Penalty: 6039.467285
	Iteration 54Q: 3 clusters Score -2.490445e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 183796 members 
Entering Unmasked Estep 
Score: -24904496.000000 Penalty: 6039.467285
	Iteration 55Q: 3 clusters Score -2.49045e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -24904508.000000 Penalty: 6039.467285
	Iteration 56Q: 3 clusters Score -2.490451e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 184041 members 
Entering Unmasked Estep 
Score: -24904518.000000 Penalty: 6039.467285
	Iteration 57Q: 3 clusters Score -2.490452e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -24904534.000000 Penalty: 6039.467285
	Iteration 58Q: 3 clusters Score -2.490453e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 184267 members 
Entering Unmasked Estep 
Score: -24904592.000000 Penalty: 6039.467285
	Iteration 59Q: 3 clusters Score -2.490459e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -24904666.000000 Penalty: 6039.467285
	Iteration 60F: 3 clusters Score -2.490467e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -24904728.000000 Penalty: 6039.467285
	Iteration 61Q: 3 clusters Score -2.490473e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -24904688.000000 Penalty: 6039.467285
	Iteration 62Q: 3 clusters Score -2.490469e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 184620 members 
Entering Unmasked Estep 
Score: -24904752.000000 Penalty: 6039.467285
	Iteration 63Q: 3 clusters Score -2.490475e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -24904726.000000 Penalty: 6039.467285
	Iteration 64Q: 3 clusters Score -2.490473e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 184779 members 
Entering Unmasked Estep 
Score: -24904752.000000 Penalty: 6039.467285
	Iteration 65Q: 3 clusters Score -2.490475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 184850 members 
Entering Unmasked Estep 
Score: -24904822.000000 Penalty: 6039.467285
	Iteration 66Q: 3 clusters Score -2.490482e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 184920 members 
Entering Unmasked Estep 
Score: -24904842.000000 Penalty: 6039.467285
	Iteration 67Q: 3 clusters Score -2.490484e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 185014 members 
Entering Unmasked Estep 
Score: -24904842.000000 Penalty: 6039.467285
	Iteration 68Q: 3 clusters Score -2.490484e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 185116 members 
Entering Unmasked Estep 
Score: -24904920.000000 Penalty: 6039.467285
	Iteration 69Q: 3 clusters Score -2.490492e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 185214 members 
Entering Unmasked Estep 
Score: -24904930.000000 Penalty: 6039.467285
	Iteration 70Q: 3 clusters Score -2.490493e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -24904968.000000 Penalty: 6039.467285
	Iteration 71Q: 3 clusters Score -2.490497e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 185374 members 
Entering Unmasked Estep 
Score: -24904996.000000 Penalty: 6039.467285
	Iteration 72Q: 3 clusters Score -2.4905e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 185460 members 
Entering Unmasked Estep 
Score: -24905020.000000 Penalty: 6039.467285
	Iteration 73Q: 3 clusters Score -2.490502e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 185533 members 
Entering Unmasked Estep 
Score: -24905014.000000 Penalty: 6039.467285
	Iteration 74Q: 3 clusters Score -2.490501e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 185633 members 
Entering Unmasked Estep 
Score: -24905050.000000 Penalty: 6039.467285
	Iteration 75Q: 3 clusters Score -2.490505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 185725 members 
Entering Unmasked Estep 
Score: -24905068.000000 Penalty: 6039.467285
	Iteration 76Q: 3 clusters Score -2.490507e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 185813 members 
Entering Unmasked Estep 
Score: -24905112.000000 Penalty: 6039.467285
	Iteration 77Q: 3 clusters Score -2.490511e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 185890 members 
Entering Unmasked Estep 
Score: -24905168.000000 Penalty: 6039.467285
	Iteration 78Q: 3 clusters Score -2.490517e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 185943 members 
Entering Unmasked Estep 
Score: -24905192.000000 Penalty: 6039.467285
	Iteration 79Q: 3 clusters Score -2.490519e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 185991 members 
Entering Unmasked Estep 
Score: -24905232.000000 Penalty: 6039.467285
	Iteration 80F: 3 clusters Score -2.490523e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 186065 members 
Entering Unmasked Estep 
Score: -24905234.000000 Penalty: 6039.467285
	Iteration 81Q: 3 clusters Score -2.490523e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -24905242.000000 Penalty: 6039.467285
	Iteration 82Q: 3 clusters Score -2.490524e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 186209 members 
Entering Unmasked Estep 
Score: -24905310.000000 Penalty: 6039.467285
	Iteration 83Q: 3 clusters Score -2.490531e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -24905320.000000 Penalty: 6039.467285
	Iteration 84Q: 3 clusters Score -2.490532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 186336 members 
Entering Unmasked Estep 
Score: -24905360.000000 Penalty: 6039.467285
	Iteration 85Q: 3 clusters Score -2.490536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 186388 members 
Entering Unmasked Estep 
Score: -24905404.000000 Penalty: 6039.467285
	Iteration 86Q: 3 clusters Score -2.49054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 186430 members 
Entering Unmasked Estep 
Score: -24905400.000000 Penalty: 6039.467285
	Iteration 87Q: 3 clusters Score -2.49054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -24905398.000000 Penalty: 6039.467285
	Iteration 88Q: 3 clusters Score -2.49054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 186513 members 
Entering Unmasked Estep 
Score: -24905386.000000 Penalty: 6039.467285
	Iteration 89Q: 3 clusters Score -2.490539e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 186542 members 
Entering Unmasked Estep 
Score: -24905412.000000 Penalty: 6039.467285
	Iteration 90Q: 3 clusters Score -2.490541e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 186587 members 
Entering Unmasked Estep 
Score: -24905368.000000 Penalty: 6039.467285
	Iteration 91Q: 3 clusters Score -2.490537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 186620 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 92Q: 3 clusters Score -2.49054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 186652 members 
Entering Unmasked Estep 
Score: -24905392.000000 Penalty: 6039.467285
	Iteration 93Q: 3 clusters Score -2.490539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 186685 members 
Entering Unmasked Estep 
Score: -24905408.000000 Penalty: 6039.467285
	Iteration 94Q: 3 clusters Score -2.490541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 186720 members 
Entering Unmasked Estep 
Score: -24905386.000000 Penalty: 6039.467285
	Iteration 95Q: 3 clusters Score -2.490539e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 186754 members 
Entering Unmasked Estep 
Score: -24905382.000000 Penalty: 6039.467285
	Iteration 96Q: 3 clusters Score -2.490538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -24905362.000000 Penalty: 6039.467285
	Iteration 97Q: 3 clusters Score -2.490536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 186810 members 
Entering Unmasked Estep 
Score: -24905370.000000 Penalty: 6039.467285
	Iteration 98Q: 3 clusters Score -2.490537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 186840 members 
Entering Unmasked Estep 
Score: -24905382.000000 Penalty: 6039.467285
	Iteration 99Q: 3 clusters Score -2.490538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 186863 members 
Entering Unmasked Estep 
Score: -24905384.000000 Penalty: 6039.467285
	Iteration 100F: 3 clusters Score -2.490538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 186886 members 
Entering Unmasked Estep 
Score: -24905378.000000 Penalty: 6039.467285
	Iteration 101Q: 3 clusters Score -2.490538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -24905392.000000 Penalty: 6039.467285
	Iteration 102Q: 3 clusters Score -2.490539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -24905400.000000 Penalty: 6039.467285
	Iteration 103Q: 3 clusters Score -2.49054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 186982 members 
Entering Unmasked Estep 
Score: -24905374.000000 Penalty: 6039.467285
	Iteration 104Q: 3 clusters Score -2.490537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 187014 members 
Entering Unmasked Estep 
Score: -24905408.000000 Penalty: 6039.467285
	Iteration 105Q: 3 clusters Score -2.490541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 187039 members 
Entering Unmasked Estep 
Score: -24905404.000000 Penalty: 6039.467285
	Iteration 106Q: 3 clusters Score -2.49054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 187056 members 
Entering Unmasked Estep 
Score: -24905404.000000 Penalty: 6039.467285
	Iteration 107Q: 3 clusters Score -2.49054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -24905418.000000 Penalty: 6039.467285
	Iteration 108Q: 3 clusters Score -2.490542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 187080 members 
Entering Unmasked Estep 
Score: -24905412.000000 Penalty: 6039.467285
	Iteration 109Q: 3 clusters Score -2.490541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 187087 members 
Entering Unmasked Estep 
Score: -24905404.000000 Penalty: 6039.467285
	Iteration 110Q: 3 clusters Score -2.49054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 187098 members 
Entering Unmasked Estep 
Score: -24905402.000000 Penalty: 6039.467285
	Iteration 111Q: 3 clusters Score -2.49054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -24905394.000000 Penalty: 6039.467285
	Iteration 112Q: 3 clusters Score -2.490539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -24905372.000000 Penalty: 6039.467285
	Iteration 113Q: 3 clusters Score -2.490537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -24905364.000000 Penalty: 6039.467285
	Iteration 114Q: 3 clusters Score -2.490536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 187179 members 
Entering Unmasked Estep 
Score: -24905358.000000 Penalty: 6039.467285
	Iteration 115Q: 3 clusters Score -2.490536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 187189 members 
Entering Unmasked Estep 
Score: -24905358.000000 Penalty: 6039.467285
	Iteration 116Q: 3 clusters Score -2.490536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -24905360.000000 Penalty: 6039.467285
	Iteration 117Q: 3 clusters Score -2.490536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 187204 members 
Entering Unmasked Estep 
Score: -24905378.000000 Penalty: 6039.467285
	Iteration 118Q: 3 clusters Score -2.490538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 187211 members 
Entering Unmasked Estep 
Score: -24905366.000000 Penalty: 6039.467285
	Iteration 119Q: 3 clusters Score -2.490537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 187219 members 
Entering Unmasked Estep 
Score: -24905364.000000 Penalty: 6039.467285
	Iteration 120F: 3 clusters Score -2.490536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -24905364.000000 Penalty: 6039.467285
	Iteration 121Q: 3 clusters Score -2.490536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -24905374.000000 Penalty: 6039.467285
	Iteration 122Q: 3 clusters Score -2.490537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 187230 members 
Entering Unmasked Estep 
Score: -24905384.000000 Penalty: 6039.467285
	Iteration 123Q: 3 clusters Score -2.490538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 187233 members 
Entering Unmasked Estep 
Score: -24905380.000000 Penalty: 6039.467285
	Iteration 124Q: 3 clusters Score -2.490538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -24905370.000000 Penalty: 6039.467285
	Iteration 125Q: 3 clusters Score -2.490537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -24905374.000000 Penalty: 6039.467285
	Iteration 126Q: 3 clusters Score -2.490537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 187242 members 
Entering Unmasked Estep 
Score: -24905384.000000 Penalty: 6039.467285
	Iteration 127Q: 3 clusters Score -2.490538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 187245 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 128Q: 3 clusters Score -2.490539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 187246 members 
Entering Unmasked Estep 
Score: -24905394.000000 Penalty: 6039.467285
	Iteration 129Q: 3 clusters Score -2.490539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 187248 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 130Q: 3 clusters Score -2.490539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 187253 members 
Entering Unmasked Estep 
Score: -24905388.000000 Penalty: 6039.467285
	Iteration 131Q: 3 clusters Score -2.490539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 187254 members 
Entering Unmasked Estep 
Score: -24905384.000000 Penalty: 6039.467285
	Iteration 132Q: 3 clusters Score -2.490538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -24905388.000000 Penalty: 6039.467285
	Iteration 133Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 134Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 187258 members 
Entering Unmasked Estep 
Score: -24905388.000000 Penalty: 6039.467285
	Iteration 135Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -24905408.000000 Penalty: 6039.467285
	Iteration 136Q: 3 clusters Score -2.490541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 187267 members 
Entering Unmasked Estep 
Score: -24905420.000000 Penalty: 6039.467285
	Iteration 137Q: 3 clusters Score -2.490542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 187272 members 
Entering Unmasked Estep 
Score: -24905414.000000 Penalty: 6039.467285
	Iteration 138Q: 3 clusters Score -2.490541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 187277 members 
Entering Unmasked Estep 
Score: -24905424.000000 Penalty: 6039.467285
	Iteration 139Q: 3 clusters Score -2.490542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 187282 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 140F: 3 clusters Score -2.490539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 187293 members 
Entering Unmasked Estep 
Score: -24905410.000000 Penalty: 6039.467285
	Iteration 141Q: 3 clusters Score -2.490541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 187306 members 
Entering Unmasked Estep 
Score: -24905398.000000 Penalty: 6039.467285
	Iteration 142Q: 3 clusters Score -2.49054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 187314 members 
Entering Unmasked Estep 
Score: -24905392.000000 Penalty: 6039.467285
	Iteration 143Q: 3 clusters Score -2.490539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 144Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 187318 members 
Entering Unmasked Estep 
Score: -24905386.000000 Penalty: 6039.467285
	Iteration 145Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 187319 members 
Entering Unmasked Estep 
Score: -24905386.000000 Penalty: 6039.467285
	Iteration 146Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 187320 members 
Entering Unmasked Estep 
Score: -24905388.000000 Penalty: 6039.467285
	Iteration 147Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 187321 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 148Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 187323 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 149Q: 3 clusters Score -2.49054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 187327 members 
Entering Unmasked Estep 
Score: -24905386.000000 Penalty: 6039.467285
	Iteration 150Q: 3 clusters Score -2.490539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 187330 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 151Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 187333 members 
Entering Unmasked Estep 
Score: -24905400.000000 Penalty: 6039.467285
	Iteration 152Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -24905406.000000 Penalty: 6039.467285
	Iteration 153Q: 3 clusters Score -2.490541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 187335 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 154Q: 3 clusters Score -2.49054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 187336 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 155Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 187337 members 
Entering Unmasked Estep 
Score: -24905398.000000 Penalty: 6039.467285
	Iteration 156Q: 3 clusters Score -2.49054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 187336 members 
Entering Unmasked Estep 
Score: -24905388.000000 Penalty: 6039.467285
	Iteration 157Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 187337 members 
Entering Unmasked Estep 
Score: -24905390.000000 Penalty: 6039.467285
	Iteration 158Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 187338 members 
Entering Unmasked Estep 
Score: -24905384.000000 Penalty: 6039.467285
	Iteration 159Q: 3 clusters Score -2.490538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 187339 members 
Entering Unmasked Estep 
Score: -24905392.000000 Penalty: 6039.467285
	Iteration 160F: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 187340 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 161Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 187341 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 162Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 187343 members 
Entering Unmasked Estep 
Score: -24905394.000000 Penalty: 6039.467285
	Iteration 163Q: 3 clusters Score -2.490539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 187345 members 
Entering Unmasked Estep 
Score: -24905396.000000 Penalty: 6039.467285
	Iteration 164Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 187347 members 
Entering Unmasked Estep 
Score: -24905394.000000 Penalty: 6039.467285
	Iteration 165Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 187349 members 
Entering Unmasked Estep 
Score: -24905392.000000 Penalty: 6039.467285
	Iteration 166Q: 3 clusters Score -2.490539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 187350 members 
Entering Unmasked Estep 
Score: -24905402.000000 Penalty: 6039.467285
	Iteration 167Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 187350 members 
Entering Unmasked Estep 
Score: -24905408.000000 Penalty: 6039.467285
	Iteration 168Q: 3 clusters Score -2.490541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 187348 members 
Entering Unmasked Estep 
Score: -24905416.000000 Penalty: 6039.467285
	Iteration 169Q: 3 clusters Score -2.490542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 187348 members 
Entering Unmasked Estep 
Score: -24905412.000000 Penalty: 6039.467285
	Iteration 170Q: 3 clusters Score -2.490541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 187351 members 
Entering Unmasked Estep 
Score: -24905408.000000 Penalty: 6039.467285
	Iteration 171Q: 3 clusters Score -2.490541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 187352 members 
Entering Unmasked Estep 
Score: -24905416.000000 Penalty: 6039.467285
	Iteration 172Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 187353 members 
Entering Unmasked Estep 
Score: -24905418.000000 Penalty: 6039.467285
	Iteration 173Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 187354 members 
Entering Unmasked Estep 
Score: -24905420.000000 Penalty: 6039.467285
	Iteration 174Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 187355 members 
Entering Unmasked Estep 
Score: -24905440.000000 Penalty: 6039.467285
	Iteration 175Q: 3 clusters Score -2.490544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 187355 members 
Entering Unmasked Estep 
Score: -24905428.000000 Penalty: 6039.467285
	Iteration 176Q: 3 clusters Score -2.490543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 187356 members 
Entering Unmasked Estep 
Score: -24905428.000000 Penalty: 6039.467285
	Iteration 177Q: 3 clusters Score -2.490543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 187358 members 
Entering Unmasked Estep 
Score: -24905436.000000 Penalty: 6039.467285
	Iteration 178Q: 3 clusters Score -2.490544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 187358 members 
Entering Unmasked Estep 
Score: -24905436.000000 Penalty: 6039.467285
	Iteration 179F: 3 clusters Score -2.490544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1121190.250000 Penalty: 2263.351074
	Iteration 0F: 2 clusters Score -1121190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1114095.500000 Penalty: 4526.702148
	Iteration 0F: 3 clusters Score -1114096 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1116139.250000 Penalty: 4526.702148
	Iteration 1F: 3 clusters Score -1116139 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1116513.125000 Penalty: 4526.702148
	Iteration 2F: 3 clusters Score -1116513 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1116845.125000 Penalty: 4526.702148
	Iteration 3F: 3 clusters Score -1116845 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1117225.625000 Penalty: 4526.702148
	Iteration 4Q: 3 clusters Score -1117226 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1117582.250000 Penalty: 4526.702148
	Iteration 5Q: 3 clusters Score -1117582 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1117849.500000 Penalty: 4526.702148
	Iteration 6Q: 3 clusters Score -1117850 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1118064.125000 Penalty: 4526.702148
	Iteration 7Q: 3 clusters Score -1118064 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1118247.750000 Penalty: 4526.702148
	Iteration 8Q: 3 clusters Score -1118248 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1118406.500000 Penalty: 4526.702148
	Iteration 9Q: 3 clusters Score -1118406 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1118516.875000 Penalty: 4526.702148
	Iteration 10Q: 3 clusters Score -1118517 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1118596.625000 Penalty: 4526.702148
	Iteration 11Q: 3 clusters Score -1118597 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1118661.250000 Penalty: 4526.702148
	Iteration 12Q: 3 clusters Score -1118661 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1118721.500000 Penalty: 4526.702148
	Iteration 13Q: 3 clusters Score -1118722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1118772.375000 Penalty: 4526.702148
	Iteration 14Q: 3 clusters Score -1118772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1118822.625000 Penalty: 4526.702148
	Iteration 15Q: 3 clusters Score -1118823 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1118867.500000 Penalty: 4526.702148
	Iteration 16Q: 3 clusters Score -1118868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1118902.625000 Penalty: 4526.702148
	Iteration 17Q: 3 clusters Score -1118903 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1118939.250000 Penalty: 4526.702148
	Iteration 18Q: 3 clusters Score -1118939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1118978.125000 Penalty: 4526.702148
	Iteration 19Q: 3 clusters Score -1118978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1119025.250000 Penalty: 4526.702148
	Iteration 20F: 3 clusters Score -1119025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1119070.750000 Penalty: 4526.702148
	Iteration 21Q: 3 clusters Score -1119071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1119105.000000 Penalty: 4526.702148
	Iteration 22Q: 3 clusters Score -1119105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1119147.125000 Penalty: 4526.702148
	Iteration 23Q: 3 clusters Score -1119147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1119184.500000 Penalty: 4526.702148
	Iteration 24Q: 3 clusters Score -1119184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1119223.375000 Penalty: 4526.702148
	Iteration 25Q: 3 clusters Score -1119223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1119264.250000 Penalty: 4526.702148
	Iteration 26Q: 3 clusters Score -1119264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1119299.750000 Penalty: 4526.702148
	Iteration 27Q: 3 clusters Score -1119300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1119327.625000 Penalty: 4526.702148
	Iteration 28Q: 3 clusters Score -1119328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1119358.875000 Penalty: 4526.702148
	Iteration 29Q: 3 clusters Score -1119359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1119383.250000 Penalty: 4526.702148
	Iteration 30Q: 3 clusters Score -1119383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1119407.750000 Penalty: 4526.702148
	Iteration 31Q: 3 clusters Score -1119408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1119431.750000 Penalty: 4526.702148
	Iteration 32Q: 3 clusters Score -1119432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1119454.875000 Penalty: 4526.702148
	Iteration 33Q: 3 clusters Score -1119455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1119480.250000 Penalty: 4526.702148
	Iteration 34Q: 3 clusters Score -1119480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1119502.625000 Penalty: 4526.702148
	Iteration 35Q: 3 clusters Score -1119503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1119530.125000 Penalty: 4526.702148
	Iteration 36Q: 3 clusters Score -1119530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1119555.875000 Penalty: 4526.702148
	Iteration 37Q: 3 clusters Score -1119556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1119590.500000 Penalty: 4526.702148
	Iteration 38Q: 3 clusters Score -1119590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1119633.250000 Penalty: 4526.702148
	Iteration 39Q: 3 clusters Score -1119633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1119666.375000 Penalty: 4526.702148
	Iteration 40F: 3 clusters Score -1119666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1119688.875000 Penalty: 4526.702148
	Iteration 41Q: 3 clusters Score -1119689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1119715.125000 Penalty: 4526.702148
	Iteration 42Q: 3 clusters Score -1119715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1119740.250000 Penalty: 4526.702148
	Iteration 43Q: 3 clusters Score -1119740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1119765.125000 Penalty: 4526.702148
	Iteration 44Q: 3 clusters Score -1119765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1119800.375000 Penalty: 4526.702148
	Iteration 45Q: 3 clusters Score -1119800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1119836.125000 Penalty: 4526.702148
	Iteration 46Q: 3 clusters Score -1119836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1119868.625000 Penalty: 4526.702148
	Iteration 47Q: 3 clusters Score -1119869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1119898.500000 Penalty: 4526.702148
	Iteration 48Q: 3 clusters Score -1119898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1119925.625000 Penalty: 4526.702148
	Iteration 49Q: 3 clusters Score -1119926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1119953.250000 Penalty: 4526.702148
	Iteration 50Q: 3 clusters Score -1119953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1119977.875000 Penalty: 4526.702148
	Iteration 51Q: 3 clusters Score -1119978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1120007.625000 Penalty: 4526.702148
	Iteration 52Q: 3 clusters Score -1120008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1120036.625000 Penalty: 4526.702148
	Iteration 53Q: 3 clusters Score -1120037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1120066.250000 Penalty: 4526.702148
	Iteration 54Q: 3 clusters Score -1120066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1120089.750000 Penalty: 4526.702148
	Iteration 55Q: 3 clusters Score -1120090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1120110.625000 Penalty: 4526.702148
	Iteration 56Q: 3 clusters Score -1120111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1120134.125000 Penalty: 4526.702148
	Iteration 57Q: 3 clusters Score -1120134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1120147.875000 Penalty: 4526.702148
	Iteration 58Q: 3 clusters Score -1120148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1120166.875000 Penalty: 4526.702148
	Iteration 59Q: 3 clusters Score -1120167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1120176.500000 Penalty: 4526.702148
	Iteration 60F: 3 clusters Score -1120176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1120189.625000 Penalty: 4526.702148
	Iteration 61Q: 3 clusters Score -1120190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1120201.375000 Penalty: 4526.702148
	Iteration 62Q: 3 clusters Score -1120201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1120225.125000 Penalty: 4526.702148
	Iteration 63Q: 3 clusters Score -1120225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1120248.500000 Penalty: 4526.702148
	Iteration 64Q: 3 clusters Score -1120248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1120266.375000 Penalty: 4526.702148
	Iteration 65Q: 3 clusters Score -1120266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1120275.625000 Penalty: 4526.702148
	Iteration 66Q: 3 clusters Score -1120276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1120285.000000 Penalty: 4526.702148
	Iteration 67Q: 3 clusters Score -1120285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1120297.875000 Penalty: 4526.702148
	Iteration 68Q: 3 clusters Score -1120298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1120309.250000 Penalty: 4526.702148
	Iteration 69Q: 3 clusters Score -1120309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1120315.250000 Penalty: 4526.702148
	Iteration 70Q: 3 clusters Score -1120315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1120321.500000 Penalty: 4526.702148
	Iteration 71Q: 3 clusters Score -1120322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1120329.125000 Penalty: 4526.702148
	Iteration 72Q: 3 clusters Score -1120329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1120335.250000 Penalty: 4526.702148
	Iteration 73Q: 3 clusters Score -1120335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1120345.500000 Penalty: 4526.702148
	Iteration 74Q: 3 clusters Score -1120346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1120347.375000 Penalty: 4526.702148
	Iteration 75Q: 3 clusters Score -1120347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1120353.625000 Penalty: 4526.702148
	Iteration 76Q: 3 clusters Score -1120354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1120359.000000 Penalty: 4526.702148
	Iteration 77Q: 3 clusters Score -1120359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1120365.625000 Penalty: 4526.702148
	Iteration 78Q: 3 clusters Score -1120366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1120367.625000 Penalty: 4526.702148
	Iteration 79Q: 3 clusters Score -1120368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1120374.500000 Penalty: 4526.702148
	Iteration 80F: 3 clusters Score -1120374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1120379.875000 Penalty: 4526.702148
	Iteration 81Q: 3 clusters Score -1120380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1120385.500000 Penalty: 4526.702148
	Iteration 82Q: 3 clusters Score -1120386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1120389.000000 Penalty: 4526.702148
	Iteration 83Q: 3 clusters Score -1120389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1120394.250000 Penalty: 4526.702148
	Iteration 84Q: 3 clusters Score -1120394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1120401.125000 Penalty: 4526.702148
	Iteration 85Q: 3 clusters Score -1120401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1120404.250000 Penalty: 4526.702148
	Iteration 86Q: 3 clusters Score -1120404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1120413.125000 Penalty: 4526.702148
	Iteration 87Q: 3 clusters Score -1120413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1120414.625000 Penalty: 4526.702148
	Iteration 88Q: 3 clusters Score -1120415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1120413.625000 Penalty: 4526.702148
	Iteration 89Q: 3 clusters Score -1120414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1120414.625000 Penalty: 4526.702148
	Iteration 90Q: 3 clusters Score -1120415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1120416.750000 Penalty: 4526.702148
	Iteration 91Q: 3 clusters Score -1120417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1120418.250000 Penalty: 4526.702148
	Iteration 92Q: 3 clusters Score -1120418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1120418.375000 Penalty: 4526.702148
	Iteration 93Q: 3 clusters Score -1120418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1120419.750000 Penalty: 4526.702148
	Iteration 94Q: 3 clusters Score -1120420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1120417.500000 Penalty: 4526.702148
	Iteration 95Q: 3 clusters Score -1120418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1120419.250000 Penalty: 4526.702148
	Iteration 96Q: 3 clusters Score -1120419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1120420.875000 Penalty: 4526.702148
	Iteration 97Q: 3 clusters Score -1120421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1120419.750000 Penalty: 4526.702148
	Iteration 98Q: 3 clusters Score -1120420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1120420.875000 Penalty: 4526.702148
	Iteration 99Q: 3 clusters Score -1120421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1120421.875000 Penalty: 4526.702148
	Iteration 100F: 3 clusters Score -1120422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1120420.250000 Penalty: 4526.702148
	Iteration 101Q: 3 clusters Score -1120420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1120420.250000 Penalty: 4526.702148
	Iteration 102F: 3 clusters Score -1120420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Entering Unmasked Estep 
Score: -7495534.500000 Penalty: 2717.987549
	Iteration 0F: 2 clusters Score -7495534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7456990.500000 Penalty: 5435.975098
	Iteration 0F: 3 clusters Score -7456990 nChanged 26696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -7471506.000000 Penalty: 5435.975098
	Iteration 1F: 3 clusters Score -7471506 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -7471997.000000 Penalty: 5435.975098
	Iteration 2Q: 3 clusters Score -7471997 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -7472640.500000 Penalty: 5435.975098
	Iteration 3Q: 3 clusters Score -7472640 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7473459.000000 Penalty: 5435.975098
	Iteration 4Q: 3 clusters Score -7473459 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -7474571.500000 Penalty: 5435.975098
	Iteration 5Q: 3 clusters Score -7474572 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7476302.500000 Penalty: 5435.975098
	Iteration 6F: 3 clusters Score -7476302 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7478773.500000 Penalty: 5435.975098
	Iteration 7F: 3 clusters Score -7478774 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7482077.500000 Penalty: 5435.975098
	Iteration 8F: 3 clusters Score -7482078 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -7485316.000000 Penalty: 5435.975098
	Iteration 9F: 3 clusters Score -7485316 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -7487955.000000 Penalty: 5435.975098
	Iteration 10F: 3 clusters Score -7487955 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -7489533.000000 Penalty: 5435.975098
	Iteration 11Q: 3 clusters Score -7489533 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -7490442.000000 Penalty: 5435.975098
	Iteration 12Q: 3 clusters Score -7490442 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -7490957.000000 Penalty: 5435.975098
	Iteration 13Q: 3 clusters Score -7490957 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -7491369.000000 Penalty: 5435.975098
	Iteration 14Q: 3 clusters Score -7491369 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7491648.500000 Penalty: 5435.975098
	Iteration 15Q: 3 clusters Score -7491648 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7491920.000000 Penalty: 5435.975098
	Iteration 16Q: 3 clusters Score -7491920 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -7492167.000000 Penalty: 5435.975098
	Iteration 17Q: 3 clusters Score -7492167 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7492393.000000 Penalty: 5435.975098
	Iteration 18Q: 3 clusters Score -7492393 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -7492584.000000 Penalty: 5435.975098
	Iteration 19Q: 3 clusters Score -7492584 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -7492697.500000 Penalty: 5435.975098
	Iteration 20F: 3 clusters Score -7492698 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -7492846.000000 Penalty: 5435.975098
	Iteration 21Q: 3 clusters Score -7492846 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -7492968.000000 Penalty: 5435.975098
	Iteration 22Q: 3 clusters Score -7492968 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -7493042.500000 Penalty: 5435.975098
	Iteration 23Q: 3 clusters Score -7493042 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -7493136.500000 Penalty: 5435.975098
	Iteration 24Q: 3 clusters Score -7493136 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7493197.000000 Penalty: 5435.975098
	Iteration 25Q: 3 clusters Score -7493197 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -7493259.000000 Penalty: 5435.975098
	Iteration 26Q: 3 clusters Score -7493259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7493308.500000 Penalty: 5435.975098
	Iteration 27Q: 3 clusters Score -7493308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -7493347.000000 Penalty: 5435.975098
	Iteration 28Q: 3 clusters Score -7493347 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -7493346.000000 Penalty: 5435.975098
	Iteration 29Q: 3 clusters Score -7493346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7493368.500000 Penalty: 5435.975098
	Iteration 30Q: 3 clusters Score -7493368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7493392.500000 Penalty: 5435.975098
	Iteration 31Q: 3 clusters Score -7493392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -7493436.000000 Penalty: 5435.975098
	Iteration 32Q: 3 clusters Score -7493436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -7493459.500000 Penalty: 5435.975098
	Iteration 33Q: 3 clusters Score -7493460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -7493476.500000 Penalty: 5435.975098
	Iteration 34Q: 3 clusters Score -7493476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -7493501.000000 Penalty: 5435.975098
	Iteration 35Q: 3 clusters Score -7493501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7493537.000000 Penalty: 5435.975098
	Iteration 36Q: 3 clusters Score -7493537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -7493554.500000 Penalty: 5435.975098
	Iteration 37Q: 3 clusters Score -7493554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -7493574.500000 Penalty: 5435.975098
	Iteration 38Q: 3 clusters Score -7493574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -7493593.000000 Penalty: 5435.975098
	Iteration 39Q: 3 clusters Score -7493593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -7493601.500000 Penalty: 5435.975098
	Iteration 40F: 3 clusters Score -7493602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7493599.000000 Penalty: 5435.975098
	Iteration 41Q: 3 clusters Score -7493599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -7493614.000000 Penalty: 5435.975098
	Iteration 42Q: 3 clusters Score -7493614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -7493620.000000 Penalty: 5435.975098
	Iteration 43Q: 3 clusters Score -7493620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7493620.000000 Penalty: 5435.975098
	Iteration 44Q: 3 clusters Score -7493620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7493639.500000 Penalty: 5435.975098
	Iteration 45Q: 3 clusters Score -7493640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -7493649.500000 Penalty: 5435.975098
	Iteration 46Q: 3 clusters Score -7493650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -7493652.000000 Penalty: 5435.975098
	Iteration 47Q: 3 clusters Score -7493652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7493653.500000 Penalty: 5435.975098
	Iteration 48Q: 3 clusters Score -7493654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7493652.000000 Penalty: 5435.975098
	Iteration 49Q: 3 clusters Score -7493652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7493661.500000 Penalty: 5435.975098
	Iteration 50Q: 3 clusters Score -7493662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7493663.500000 Penalty: 5435.975098
	Iteration 51Q: 3 clusters Score -7493664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7493662.000000 Penalty: 5435.975098
	Iteration 52Q: 3 clusters Score -7493662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7493661.000000 Penalty: 5435.975098
	Iteration 53Q: 3 clusters Score -7493661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7493654.500000 Penalty: 5435.975098
	Iteration 54Q: 3 clusters Score -7493654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7493654.500000 Penalty: 5435.975098
	Iteration 55F: 3 clusters Score -7493654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Entering Unmasked Estep 
Score: -3919461.500000 Penalty: 2557.214844
	Iteration 0F: 2 clusters Score -3919462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3898704.750000 Penalty: 5114.429688
	Iteration 0F: 3 clusters Score -3898705 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3906133.500000 Penalty: 5114.429688
	Iteration 1F: 3 clusters Score -3906134 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3906536.750000 Penalty: 5114.429688
	Iteration 2Q: 3 clusters Score -3906537 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3907036.000000 Penalty: 5114.429688
	Iteration 3Q: 3 clusters Score -3907036 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3907623.000000 Penalty: 5114.429688
	Iteration 4Q: 3 clusters Score -3907623 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3908421.750000 Penalty: 5114.429688
	Iteration 5F: 3 clusters Score -3908422 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3909415.000000 Penalty: 5114.429688
	Iteration 6F: 3 clusters Score -3909415 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3910559.000000 Penalty: 5114.429688
	Iteration 7F: 3 clusters Score -3910559 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3911911.750000 Penalty: 5114.429688
	Iteration 8F: 3 clusters Score -3911912 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3913366.750000 Penalty: 5114.429688
	Iteration 9F: 3 clusters Score -3913367 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3914691.250000 Penalty: 5114.429688
	Iteration 10F: 3 clusters Score -3914691 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3915643.000000 Penalty: 5114.429688
	Iteration 11Q: 3 clusters Score -3915643 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3916228.500000 Penalty: 5114.429688
	Iteration 12Q: 3 clusters Score -3916228 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3916509.750000 Penalty: 5114.429688
	Iteration 13Q: 3 clusters Score -3916510 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3916733.500000 Penalty: 5114.429688
	Iteration 14Q: 3 clusters Score -3916734 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3916897.250000 Penalty: 5114.429688
	Iteration 15Q: 3 clusters Score -3916897 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3917019.000000 Penalty: 5114.429688
	Iteration 16Q: 3 clusters Score -3917019 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3917135.500000 Penalty: 5114.429688
	Iteration 17Q: 3 clusters Score -3917136 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3917250.000000 Penalty: 5114.429688
	Iteration 18Q: 3 clusters Score -3917250 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3917350.500000 Penalty: 5114.429688
	Iteration 19Q: 3 clusters Score -3917350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3917427.000000 Penalty: 5114.429688
	Iteration 20F: 3 clusters Score -3917427 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3917489.250000 Penalty: 5114.429688
	Iteration 21Q: 3 clusters Score -3917489 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3917562.250000 Penalty: 5114.429688
	Iteration 22Q: 3 clusters Score -3917562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3917628.250000 Penalty: 5114.429688
	Iteration 23Q: 3 clusters Score -3917628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3917688.250000 Penalty: 5114.429688
	Iteration 24Q: 3 clusters Score -3917688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3917755.500000 Penalty: 5114.429688
	Iteration 25Q: 3 clusters Score -3917756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3917816.250000 Penalty: 5114.429688
	Iteration 26Q: 3 clusters Score -3917816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3917869.500000 Penalty: 5114.429688
	Iteration 27Q: 3 clusters Score -3917870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3917922.750000 Penalty: 5114.429688
	Iteration 28Q: 3 clusters Score -3917923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3917960.500000 Penalty: 5114.429688
	Iteration 29Q: 3 clusters Score -3917960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3918002.250000 Penalty: 5114.429688
	Iteration 30Q: 3 clusters Score -3918002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3918048.250000 Penalty: 5114.429688
	Iteration 31Q: 3 clusters Score -3918048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3918089.500000 Penalty: 5114.429688
	Iteration 32Q: 3 clusters Score -3918090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3918118.500000 Penalty: 5114.429688
	Iteration 33Q: 3 clusters Score -3918118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3918135.750000 Penalty: 5114.429688
	Iteration 34Q: 3 clusters Score -3918136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3918165.000000 Penalty: 5114.429688
	Iteration 35Q: 3 clusters Score -3918165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3918192.000000 Penalty: 5114.429688
	Iteration 36Q: 3 clusters Score -3918192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3918207.750000 Penalty: 5114.429688
	Iteration 37Q: 3 clusters Score -3918208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3918222.250000 Penalty: 5114.429688
	Iteration 38Q: 3 clusters Score -3918222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3918234.250000 Penalty: 5114.429688
	Iteration 39Q: 3 clusters Score -3918234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3918242.750000 Penalty: 5114.429688
	Iteration 40F: 3 clusters Score -3918243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3918255.750000 Penalty: 5114.429688
	Iteration 41Q: 3 clusters Score -3918256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3918263.500000 Penalty: 5114.429688
	Iteration 42Q: 3 clusters Score -3918264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3918262.500000 Penalty: 5114.429688
	Iteration 43Q: 3 clusters Score -3918262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3918270.750000 Penalty: 5114.429688
	Iteration 44Q: 3 clusters Score -3918271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3918268.750000 Penalty: 5114.429688
	Iteration 45Q: 3 clusters Score -3918269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3918275.750000 Penalty: 5114.429688
	Iteration 46Q: 3 clusters Score -3918276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3918277.500000 Penalty: 5114.429688
	Iteration 47Q: 3 clusters Score -3918278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3918273.750000 Penalty: 5114.429688
	Iteration 48Q: 3 clusters Score -3918274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3918273.750000 Penalty: 5114.429688
	Iteration 49F: 3 clusters Score -3918274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -1767278.000000 Penalty: 2373.300781
	Iteration 0F: 2 clusters Score -1767278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1756852.250000 Penalty: 4746.601562
	Iteration 0F: 3 clusters Score -1756852 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1760011.625000 Penalty: 4746.601562
	Iteration 1F: 3 clusters Score -1760012 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1760327.500000 Penalty: 4746.601562
	Iteration 2F: 3 clusters Score -1760328 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1760579.125000 Penalty: 4746.601562
	Iteration 3Q: 3 clusters Score -1760579 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1760827.875000 Penalty: 4746.601562
	Iteration 4Q: 3 clusters Score -1760828 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1761102.375000 Penalty: 4746.601562
	Iteration 5Q: 3 clusters Score -1761102 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1761431.000000 Penalty: 4746.601562
	Iteration 6Q: 3 clusters Score -1761431 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1761781.750000 Penalty: 4746.601562
	Iteration 7Q: 3 clusters Score -1761782 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1762162.375000 Penalty: 4746.601562
	Iteration 8Q: 3 clusters Score -1762162 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1762561.625000 Penalty: 4746.601562
	Iteration 9Q: 3 clusters Score -1762562 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1762968.625000 Penalty: 4746.601562
	Iteration 10Q: 3 clusters Score -1762969 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1763372.875000 Penalty: 4746.601562
	Iteration 11Q: 3 clusters Score -1763373 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1763748.500000 Penalty: 4746.601562
	Iteration 12Q: 3 clusters Score -1763748 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1764167.500000 Penalty: 4746.601562
	Iteration 13Q: 3 clusters Score -1764168 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1764545.000000 Penalty: 4746.601562
	Iteration 14Q: 3 clusters Score -1764545 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1764799.000000 Penalty: 4746.601562
	Iteration 15Q: 3 clusters Score -1764799 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1764970.000000 Penalty: 4746.601562
	Iteration 16Q: 3 clusters Score -1764970 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1765077.000000 Penalty: 4746.601562
	Iteration 17Q: 3 clusters Score -1765077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1765151.000000 Penalty: 4746.601562
	Iteration 18Q: 3 clusters Score -1765151 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1765211.250000 Penalty: 4746.601562
	Iteration 19Q: 3 clusters Score -1765211 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1765256.875000 Penalty: 4746.601562
	Iteration 20F: 3 clusters Score -1765257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1765302.250000 Penalty: 4746.601562
	Iteration 21Q: 3 clusters Score -1765302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1765334.125000 Penalty: 4746.601562
	Iteration 22Q: 3 clusters Score -1765334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1765362.500000 Penalty: 4746.601562
	Iteration 23Q: 3 clusters Score -1765362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1765399.750000 Penalty: 4746.601562
	Iteration 24Q: 3 clusters Score -1765400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1765421.750000 Penalty: 4746.601562
	Iteration 25Q: 3 clusters Score -1765422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1765437.125000 Penalty: 4746.601562
	Iteration 26Q: 3 clusters Score -1765437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1765463.250000 Penalty: 4746.601562
	Iteration 27Q: 3 clusters Score -1765463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1765480.875000 Penalty: 4746.601562
	Iteration 28Q: 3 clusters Score -1765481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1765506.375000 Penalty: 4746.601562
	Iteration 29Q: 3 clusters Score -1765506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1765526.875000 Penalty: 4746.601562
	Iteration 30Q: 3 clusters Score -1765527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1765552.500000 Penalty: 4746.601562
	Iteration 31Q: 3 clusters Score -1765552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1765573.750000 Penalty: 4746.601562
	Iteration 32Q: 3 clusters Score -1765574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1765585.125000 Penalty: 4746.601562
	Iteration 33Q: 3 clusters Score -1765585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1765596.375000 Penalty: 4746.601562
	Iteration 34Q: 3 clusters Score -1765596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1765622.750000 Penalty: 4746.601562
	Iteration 35Q: 3 clusters Score -1765623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1765644.625000 Penalty: 4746.601562
	Iteration 36Q: 3 clusters Score -1765645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1765662.875000 Penalty: 4746.601562
	Iteration 37Q: 3 clusters Score -1765663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1765686.000000 Penalty: 4746.601562
	Iteration 38Q: 3 clusters Score -1765686 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1765719.125000 Penalty: 4746.601562
	Iteration 39Q: 3 clusters Score -1765719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1765755.500000 Penalty: 4746.601562
	Iteration 40F: 3 clusters Score -1765756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1765797.250000 Penalty: 4746.601562
	Iteration 41Q: 3 clusters Score -1765797 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1765840.750000 Penalty: 4746.601562
	Iteration 42Q: 3 clusters Score -1765841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1765891.875000 Penalty: 4746.601562
	Iteration 43Q: 3 clusters Score -1765892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1765954.250000 Penalty: 4746.601562
	Iteration 44Q: 3 clusters Score -1765954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1766006.375000 Penalty: 4746.601562
	Iteration 45Q: 3 clusters Score -1766006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1766072.250000 Penalty: 4746.601562
	Iteration 46Q: 3 clusters Score -1766072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1766134.750000 Penalty: 4746.601562
	Iteration 47Q: 3 clusters Score -1766135 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1766231.500000 Penalty: 4746.601562
	Iteration 48Q: 3 clusters Score -1766232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1766357.375000 Penalty: 4746.601562
	Iteration 49Q: 3 clusters Score -1766357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1766452.625000 Penalty: 4746.601562
	Iteration 50Q: 3 clusters Score -1766453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1766518.375000 Penalty: 4746.601562
	Iteration 51Q: 3 clusters Score -1766518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1766549.125000 Penalty: 4746.601562
	Iteration 52Q: 3 clusters Score -1766549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1766571.625000 Penalty: 4746.601562
	Iteration 53Q: 3 clusters Score -1766572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1766587.500000 Penalty: 4746.601562
	Iteration 54Q: 3 clusters Score -1766588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1766589.250000 Penalty: 4746.601562
	Iteration 55Q: 3 clusters Score -1766589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1766592.750000 Penalty: 4746.601562
	Iteration 56Q: 3 clusters Score -1766593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1766597.625000 Penalty: 4746.601562
	Iteration 57Q: 3 clusters Score -1766598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1766598.875000 Penalty: 4746.601562
	Iteration 58Q: 3 clusters Score -1766599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1766603.375000 Penalty: 4746.601562
	Iteration 59Q: 3 clusters Score -1766603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1766603.125000 Penalty: 4746.601562
	Iteration 60F: 3 clusters Score -1766603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1766605.250000 Penalty: 4746.601562
	Iteration 61Q: 3 clusters Score -1766605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1766607.750000 Penalty: 4746.601562
	Iteration 62Q: 3 clusters Score -1766608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1766605.250000 Penalty: 4746.601562
	Iteration 63Q: 3 clusters Score -1766605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1766606.250000 Penalty: 4746.601562
	Iteration 64Q: 3 clusters Score -1766606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1766607.500000 Penalty: 4746.601562
	Iteration 65Q: 3 clusters Score -1766608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1766607.500000 Penalty: 4746.601562
	Iteration 66F: 3 clusters Score -1766608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 157561 members 
Mstep: Class 4 contains 190479 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 7 contains 68950 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 173120 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 184720 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 194142 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 57505 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 22 clusters Score -1.664074e+08 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 171800 members 
Mstep: Class 3 contains 157366 members 
Mstep: Class 4 contains 189264 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 68965 members 
Mstep: Class 8 contains 26043 members 
Mstep: Class 9 contains 174149 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 184913 members 
Mstep: Class 13 contains 18861 members 
Mstep: Class 14 contains 193500 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 57522 members 
Mstep: Class 18 contains 30010 members 
Mstep: Class 19 contains 14336 members 
Mstep: Class 20 contains 11625 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 22 clusters Score -1.664124e+08 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 171462 members 
Mstep: Class 3 contains 156600 members 
Mstep: Class 4 contains 188248 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 68938 members 
Mstep: Class 8 contains 26060 members 
Mstep: Class 9 contains 175649 members 
Mstep: Class 10 contains 398 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 184637 members 
Mstep: Class 13 contains 18874 members 
Mstep: Class 14 contains 192978 members 
Mstep: Class 15 contains 904 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 57512 members 
Mstep: Class 18 contains 29995 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 780 members 
Entering Unmasked Estep 
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Iteration 81Q: 22 clusters Score -1.664151e+08 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 171120 members 
Mstep: Class 3 contains 156130 members 
Mstep: Class 4 contains 187220 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 68909 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 176925 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 184462 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 192532 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 9154 members 
Mstep: Class 17 contains 57508 members 
Mstep: Class 18 contains 30026 members 
Mstep: Class 19 contains 14240 members 
Mstep: Class 20 contains 14135 members 
Mstep: Class 21 contains 775 members 
Entering Unmasked Estep 
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Iteration 82Q: 22 clusters Score -1.664163e+08 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 170750 members 
Mstep: Class 3 contains 155964 members 
Mstep: Class 4 contains 186258 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 622 members 
Mstep: Class 7 contains 68872 members 
Mstep: Class 8 contains 26065 members 
Mstep: Class 9 contains 177928 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 184219 members 
Mstep: Class 13 contains 18904 members 
Mstep: Class 14 contains 192122 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 57543 members 
Mstep: Class 18 contains 30066 members 
Mstep: Class 19 contains 14214 members 
Mstep: Class 20 contains 15215 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
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Iteration 83Q: 22 clusters Score -1.664173e+08 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 170509 members 
Mstep: Class 3 contains 155939 members 
Mstep: Class 4 contains 185385 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 68833 members 
Mstep: Class 8 contains 26060 members 
Mstep: Class 9 contains 178670 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 183876 members 
Mstep: Class 13 contains 18911 members 
Mstep: Class 14 contains 191778 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 9140 members 
Mstep: Class 17 contains 57546 members 
Mstep: Class 18 contains 30105 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 84Q: 22 clusters Score -1.664179e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170416 members 
Mstep: Class 3 contains 156119 members 
Mstep: Class 4 contains 184500 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 26050 members 
Mstep: Class 9 contains 179227 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 183509 members 
Mstep: Class 13 contains 18897 members 
Mstep: Class 14 contains 191428 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 57540 members 
Mstep: Class 18 contains 30149 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 17229 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 22 clusters Score -1.664185e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170306 members 
Mstep: Class 3 contains 156438 members 
Mstep: Class 4 contains 183643 members 
Mstep: Class 5 contains 1121 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68787 members 
Mstep: Class 8 contains 26041 members 
Mstep: Class 9 contains 179586 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 183094 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 191103 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 57526 members 
Mstep: Class 18 contains 30217 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 18216 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 86Q: 22 clusters Score -1.664194e+08 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170177 members 
Mstep: Class 3 contains 156913 members 
Mstep: Class 4 contains 182913 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68774 members 
Mstep: Class 8 contains 26035 members 
Mstep: Class 9 contains 179748 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 182686 members 
Mstep: Class 13 contains 18873 members 
Mstep: Class 14 contains 190816 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 57476 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 14215 members 
Mstep: Class 20 contains 19151 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 87Q: 22 clusters Score -1.664197e+08 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170140 members 
Mstep: Class 3 contains 157456 members 
Mstep: Class 4 contains 182252 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68763 members 
Mstep: Class 8 contains 26015 members 
Mstep: Class 9 contains 179763 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 182247 members 
Mstep: Class 13 contains 18852 members 
Mstep: Class 14 contains 190611 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 57400 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 22 clusters Score -1.664202e+08 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170127 members 
Mstep: Class 3 contains 158050 members 
Mstep: Class 4 contains 181563 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68760 members 
Mstep: Class 8 contains 25985 members 
Mstep: Class 9 contains 179708 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 181770 members 
Mstep: Class 13 contains 18850 members 
Mstep: Class 14 contains 190483 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 57320 members 
Mstep: Class 18 contains 30404 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420640.000000 Penalty: 73383.539062
Iteration 89Q: 22 clusters Score -1.664206e+08 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170121 members 
Mstep: Class 3 contains 158669 members 
Mstep: Class 4 contains 180889 members 
Mstep: Class 5 contains 1150 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68763 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 179539 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 181310 members 
Mstep: Class 13 contains 18853 members 
Mstep: Class 14 contains 190380 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 57293 members 
Mstep: Class 18 contains 30416 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 21605 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Score: -166420624.000000 Penalty: 73383.539062
Iteration 90Q: 22 clusters Score -1.664206e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170231 members 
Mstep: Class 3 contains 159323 members 
Mstep: Class 4 contains 180215 members 
Mstep: Class 5 contains 1152 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68778 members 
Mstep: Class 8 contains 25912 members 
Mstep: Class 9 contains 179328 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 180781 members 
Mstep: Class 13 contains 18842 members 
Mstep: Class 14 contains 190309 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 57302 members 
Mstep: Class 18 contains 30414 members 
Mstep: Class 19 contains 14265 members 
Mstep: Class 20 contains 22353 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Score: -166421136.000000 Penalty: 73383.539062
Iteration 91Q: 22 clusters Score -1.664211e+08 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170239 members 
Mstep: Class 3 contains 160002 members 
Mstep: Class 4 contains 179659 members 
Mstep: Class 5 contains 1153 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25921 members 
Mstep: Class 9 contains 179011 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 180403 members 
Mstep: Class 13 contains 18831 members 
Mstep: Class 14 contains 190186 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 57296 members 
Mstep: Class 18 contains 30381 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 23065 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421648.000000 Penalty: 73383.539062
Iteration 92Q: 22 clusters Score -1.664216e+08 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170253 members 
Mstep: Class 3 contains 160683 members 
Mstep: Class 4 contains 179228 members 
Mstep: Class 5 contains 1155 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68802 members 
Mstep: Class 8 contains 25900 members 
Mstep: Class 9 contains 178624 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 180000 members 
Mstep: Class 13 contains 18815 members 
Mstep: Class 14 contains 190097 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 57295 members 
Mstep: Class 18 contains 30376 members 
Mstep: Class 19 contains 14262 members 
Mstep: Class 20 contains 23722 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Score: -166422512.000000 Penalty: 73383.539062
Iteration 93Q: 22 clusters Score -1.664225e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170354 members 
Mstep: Class 3 contains 161329 members 
Mstep: Class 4 contains 178808 members 
Mstep: Class 5 contains 1157 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68793 members 
Mstep: Class 8 contains 25886 members 
Mstep: Class 9 contains 178184 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 179695 members 
Mstep: Class 13 contains 18797 members 
Mstep: Class 14 contains 189957 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 57286 members 
Mstep: Class 18 contains 30353 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 24332 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Score: -166423264.000000 Penalty: 73383.539062
Iteration 94Q: 22 clusters Score -1.664233e+08 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170475 members 
Mstep: Class 3 contains 161906 members 
Mstep: Class 4 contains 178443 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68785 members 
Mstep: Class 8 contains 25862 members 
Mstep: Class 9 contains 177814 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 179382 members 
Mstep: Class 13 contains 18796 members 
Mstep: Class 14 contains 189819 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 57301 members 
Mstep: Class 18 contains 30312 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 24893 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -1.664236e+08 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170543 members 
Mstep: Class 3 contains 162406 members 
Mstep: Class 4 contains 178229 members 
Mstep: Class 5 contains 1161 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68777 members 
Mstep: Class 8 contains 25829 members 
Mstep: Class 9 contains 177464 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 179150 members 
Mstep: Class 13 contains 18794 members 
Mstep: Class 14 contains 189621 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 57276 members 
Mstep: Class 18 contains 30296 members 
Mstep: Class 19 contains 14268 members 
Mstep: Class 20 contains 25398 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Score: -166424064.000000 Penalty: 73383.539062
Iteration 96Q: 22 clusters Score -1.664241e+08 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170570 members 
Mstep: Class 3 contains 162896 members 
Mstep: Class 4 contains 178042 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68767 members 
Mstep: Class 8 contains 25803 members 
Mstep: Class 9 contains 177117 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 179022 members 
Mstep: Class 13 contains 18787 members 
Mstep: Class 14 contains 189394 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 57226 members 
Mstep: Class 18 contains 30271 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 25878 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.664246e+08 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170515 members 
Mstep: Class 3 contains 163407 members 
Mstep: Class 4 contains 177834 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68732 members 
Mstep: Class 8 contains 25774 members 
Mstep: Class 9 contains 176770 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 178949 members 
Mstep: Class 13 contains 18784 members 
Mstep: Class 14 contains 189218 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 57204 members 
Mstep: Class 18 contains 30254 members 
Mstep: Class 19 contains 14300 members 
Mstep: Class 20 contains 26314 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.664255e+08 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170537 members 
Mstep: Class 3 contains 163873 members 
Mstep: Class 4 contains 177733 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 25743 members 
Mstep: Class 9 contains 176364 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 178822 members 
Mstep: Class 13 contains 18785 members 
Mstep: Class 14 contains 189029 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 57176 members 
Mstep: Class 18 contains 30255 members 
Mstep: Class 19 contains 14300 members 
Mstep: Class 20 contains 26729 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.664265e+08 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170591 members 
Mstep: Class 3 contains 164296 members 
Mstep: Class 4 contains 177642 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 68702 members 
Mstep: Class 8 contains 25723 members 
Mstep: Class 9 contains 175986 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 178685 members 
Mstep: Class 13 contains 18795 members 
Mstep: Class 14 contains 188843 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 57158 members 
Mstep: Class 18 contains 30248 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
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Iteration 100F: 22 clusters Score -1.664271e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170597 members 
Mstep: Class 3 contains 164682 members 
Mstep: Class 4 contains 177653 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68703 members 
Mstep: Class 8 contains 25707 members 
Mstep: Class 9 contains 175667 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 178536 members 
Mstep: Class 13 contains 18818 members 
Mstep: Class 14 contains 188601 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 9064 members 
Mstep: Class 17 contains 57104 members 
Mstep: Class 18 contains 30237 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166426944.000000 Penalty: 73383.539062
Iteration 101Q: 22 clusters Score -1.664269e+08 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170571 members 
Mstep: Class 3 contains 165015 members 
Mstep: Class 4 contains 177701 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68707 members 
Mstep: Class 8 contains 25691 members 
Mstep: Class 9 contains 175408 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 178389 members 
Mstep: Class 13 contains 18839 members 
Mstep: Class 14 contains 188380 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 57048 members 
Mstep: Class 18 contains 30233 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 27800 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166427472.000000 Penalty: 73383.539062
Iteration 102Q: 22 clusters Score -1.664275e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170583 members 
Mstep: Class 3 contains 165274 members 
Mstep: Class 4 contains 177786 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68714 members 
Mstep: Class 8 contains 25678 members 
Mstep: Class 9 contains 175263 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 178235 members 
Mstep: Class 13 contains 18866 members 
Mstep: Class 14 contains 188084 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 17 contains 57007 members 
Mstep: Class 18 contains 30218 members 
Mstep: Class 19 contains 14265 members 
Mstep: Class 20 contains 28079 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428000.000000 Penalty: 73383.539062
Iteration 103Q: 22 clusters Score -1.66428e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170647 members 
Mstep: Class 3 contains 165490 members 
Mstep: Class 4 contains 177854 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68720 members 
Mstep: Class 8 contains 25668 members 
Mstep: Class 9 contains 175179 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 178047 members 
Mstep: Class 13 contains 18892 members 
Mstep: Class 14 contains 187813 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 56997 members 
Mstep: Class 18 contains 30187 members 
Mstep: Class 19 contains 14261 members 
Mstep: Class 20 contains 28299 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428624.000000 Penalty: 73383.539062
Iteration 104Q: 22 clusters Score -1.664286e+08 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170674 members 
Mstep: Class 3 contains 165692 members 
Mstep: Class 4 contains 177940 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68739 members 
Mstep: Class 8 contains 25667 members 
Mstep: Class 9 contains 175043 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 177883 members 
Mstep: Class 13 contains 18920 members 
Mstep: Class 14 contains 187569 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 56971 members 
Mstep: Class 18 contains 30178 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 28512 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429152.000000 Penalty: 73383.539062
Iteration 105Q: 22 clusters Score -1.664292e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170687 members 
Mstep: Class 3 contains 165878 members 
Mstep: Class 4 contains 178026 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68774 members 
Mstep: Class 8 contains 25670 members 
Mstep: Class 9 contains 174937 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 177712 members 
Mstep: Class 13 contains 18948 members 
Mstep: Class 14 contains 187324 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 56962 members 
Mstep: Class 18 contains 30167 members 
Mstep: Class 19 contains 14275 members 
Mstep: Class 20 contains 28701 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429760.000000 Penalty: 73383.539062
Iteration 106Q: 22 clusters Score -1.664298e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170708 members 
Mstep: Class 3 contains 165978 members 
Mstep: Class 4 contains 178063 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68784 members 
Mstep: Class 8 contains 25672 members 
Mstep: Class 9 contains 174860 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 177583 members 
Mstep: Class 13 contains 18990 members 
Mstep: Class 14 contains 187125 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 56958 members 
Mstep: Class 18 contains 30152 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 28907 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429920.000000 Penalty: 73383.539062
Iteration 107Q: 22 clusters Score -1.664299e+08 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170755 members 
Mstep: Class 3 contains 166108 members 
Mstep: Class 4 contains 178131 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25668 members 
Mstep: Class 9 contains 174724 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 177470 members 
Mstep: Class 13 contains 19019 members 
Mstep: Class 14 contains 186894 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 56956 members 
Mstep: Class 18 contains 30149 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 29110 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429568.000000 Penalty: 73383.539062
Iteration 108Q: 22 clusters Score -1.664296e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170836 members 
Mstep: Class 3 contains 166201 members 
Mstep: Class 4 contains 178190 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68806 members 
Mstep: Class 8 contains 25659 members 
Mstep: Class 9 contains 174562 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 177344 members 
Mstep: Class 13 contains 19043 members 
Mstep: Class 14 contains 186725 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 56966 members 
Mstep: Class 18 contains 30138 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 29308 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430080.000000 Penalty: 73383.539062
Iteration 109Q: 22 clusters Score -1.664301e+08 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170886 members 
Mstep: Class 3 contains 166250 members 
Mstep: Class 4 contains 178219 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68830 members 
Mstep: Class 8 contains 25655 members 
Mstep: Class 9 contains 174458 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 177270 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 186539 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 56970 members 
Mstep: Class 18 contains 30132 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 29496 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430320.000000 Penalty: 73383.539062
Iteration 110Q: 22 clusters Score -1.664303e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 170928 members 
Mstep: Class 3 contains 166258 members 
Mstep: Class 4 contains 178281 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68826 members 
Mstep: Class 8 contains 25658 members 
Mstep: Class 9 contains 174409 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 177144 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 186391 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 56977 members 
Mstep: Class 18 contains 30143 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 29660 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430576.000000 Penalty: 73383.539062
Iteration 111Q: 22 clusters Score -1.664306e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171023 members 
Mstep: Class 3 contains 166296 members 
Mstep: Class 4 contains 178353 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68831 members 
Mstep: Class 8 contains 25642 members 
Mstep: Class 9 contains 174396 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 176924 members 
Mstep: Class 13 contains 19135 members 
Mstep: Class 14 contains 186271 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 56972 members 
Mstep: Class 18 contains 30151 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 29787 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430496.000000 Penalty: 73383.539062
Iteration 112Q: 22 clusters Score -1.664305e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171083 members 
Mstep: Class 3 contains 166353 members 
Mstep: Class 4 contains 178346 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68845 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 174373 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 176758 members 
Mstep: Class 13 contains 19154 members 
Mstep: Class 14 contains 186144 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9035 members 
Mstep: Class 17 contains 56993 members 
Mstep: Class 18 contains 30176 members 
Mstep: Class 19 contains 14272 members 
Mstep: Class 20 contains 29914 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430560.000000 Penalty: 73383.539062
Iteration 113Q: 22 clusters Score -1.664306e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171142 members 
Mstep: Class 3 contains 166403 members 
Mstep: Class 4 contains 178314 members 
Mstep: Class 5 contains 1175 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68854 members 
Mstep: Class 8 contains 25656 members 
Mstep: Class 9 contains 174340 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 176633 members 
Mstep: Class 13 contains 19171 members 
Mstep: Class 14 contains 186065 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 56995 members 
Mstep: Class 18 contains 30190 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 30034 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430608.000000 Penalty: 73383.539062
Iteration 114Q: 22 clusters Score -1.664306e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171186 members 
Mstep: Class 3 contains 166459 members 
Mstep: Class 4 contains 178316 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68853 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 174307 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176478 members 
Mstep: Class 13 contains 19181 members 
Mstep: Class 14 contains 186021 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 56998 members 
Mstep: Class 18 contains 30195 members 
Mstep: Class 19 contains 14273 members 
Mstep: Class 20 contains 30144 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430608.000000 Penalty: 73383.539062
Iteration 115Q: 22 clusters Score -1.664306e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171203 members 
Mstep: Class 3 contains 166510 members 
Mstep: Class 4 contains 178310 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68867 members 
Mstep: Class 8 contains 25655 members 
Mstep: Class 9 contains 174258 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176356 members 
Mstep: Class 13 contains 19186 members 
Mstep: Class 14 contains 185974 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 57006 members 
Mstep: Class 18 contains 30199 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 30246 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430672.000000 Penalty: 73383.539062
Iteration 116Q: 22 clusters Score -1.664307e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171243 members 
Mstep: Class 3 contains 166562 members 
Mstep: Class 4 contains 178284 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68887 members 
Mstep: Class 8 contains 25655 members 
Mstep: Class 9 contains 174235 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176230 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 185925 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 57028 members 
Mstep: Class 18 contains 30205 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 30316 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431232.000000 Penalty: 73383.539062
Iteration 117Q: 22 clusters Score -1.664312e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171220 members 
Mstep: Class 3 contains 166583 members 
Mstep: Class 4 contains 178256 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68893 members 
Mstep: Class 8 contains 25658 members 
Mstep: Class 9 contains 174222 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176196 members 
Mstep: Class 13 contains 19188 members 
Mstep: Class 14 contains 185882 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 57062 members 
Mstep: Class 18 contains 30212 members 
Mstep: Class 19 contains 14308 members 
Mstep: Class 20 contains 30377 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431440.000000 Penalty: 73383.539062
Iteration 118Q: 22 clusters Score -1.664314e+08 nChanged 2327
Entering ConstructFrom: 
Score: -166431440.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113739.171875 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113739.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114144.640625 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114144.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114374.671875 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114374.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114603.820312 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114603.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114911.562500 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -114911.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115304.765625 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -115304.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115681.343750 Penalty: 3464.878418
	Iteration 6F: 3 clusters Score -115681.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115786.000000 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115835.718750 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115835.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -115874.203125 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115891.695312 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115902.406250 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115902.406250 Penalty: 3464.878418
	Iteration 12F: 3 clusters Score -115902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 171180 members 
Mstep: Class 3 contains 166635 members 
Mstep: Class 4 contains 178243 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68894 members 
Mstep: Class 8 contains 25659 members 
Mstep: Class 9 contains 174140 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176193 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 185854 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 57098 members 
Mstep: Class 18 contains 30240 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 30425 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 460 members 
Entering Unmasked Estep 
Score: -166429888.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166431440.000000 to -166429888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (171180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171180 members 
Entering Unmasked Estep 
Score: -22210298.000000 Penalty: 2988.516846
	Iteration 0F: 2 clusters Score -2.22103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -22097976.000000 Penalty: 5977.033691
	Iteration 0F: 3 clusters Score -2.209798e+07 nChanged 82172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -22145766.000000 Penalty: 5977.033691
	Iteration 1F: 3 clusters Score -2.214577e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -22146780.000000 Penalty: 5977.033691
	Iteration 2Q: 3 clusters Score -2.214678e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -22148322.000000 Penalty: 5977.033691
	Iteration 3Q: 3 clusters Score -2.214832e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -22150516.000000 Penalty: 5977.033691
	Iteration 4Q: 3 clusters Score -2.215052e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -22153514.000000 Penalty: 5977.033691
	Iteration 5Q: 3 clusters Score -2.215351e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -22158394.000000 Penalty: 5977.033691
	Iteration 6Q: 3 clusters Score -2.215839e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -22165334.000000 Penalty: 5977.033691
	Iteration 7F: 3 clusters Score -2.216533e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -22174958.000000 Penalty: 5977.033691
	Iteration 8F: 3 clusters Score -2.217496e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -22183470.000000 Penalty: 5977.033691
	Iteration 9F: 3 clusters Score -2.218347e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -22188112.000000 Penalty: 5977.033691
	Iteration 10F: 3 clusters Score -2.218811e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -22189434.000000 Penalty: 5977.033691
	Iteration 11Q: 3 clusters Score -2.218943e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -22190138.000000 Penalty: 5977.033691
	Iteration 12Q: 3 clusters Score -2.219014e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -22190634.000000 Penalty: 5977.033691
	Iteration 13Q: 3 clusters Score -2.219063e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -22190936.000000 Penalty: 5977.033691
	Iteration 14Q: 3 clusters Score -2.219094e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -22191472.000000 Penalty: 5977.033691
	Iteration 15Q: 3 clusters Score -2.219147e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -22191916.000000 Penalty: 5977.033691
	Iteration 16Q: 3 clusters Score -2.219192e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -22192300.000000 Penalty: 5977.033691
	Iteration 17Q: 3 clusters Score -2.21923e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -22192818.000000 Penalty: 5977.033691
	Iteration 18Q: 3 clusters Score -2.219282e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -22193168.000000 Penalty: 5977.033691
	Iteration 19Q: 3 clusters Score -2.219317e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -22193572.000000 Penalty: 5977.033691
	Iteration 20F: 3 clusters Score -2.219357e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -22194078.000000 Penalty: 5977.033691
	Iteration 21Q: 3 clusters Score -2.219408e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -22194456.000000 Penalty: 5977.033691
	Iteration 22Q: 3 clusters Score -2.219446e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -22194938.000000 Penalty: 5977.033691
	Iteration 23Q: 3 clusters Score -2.219494e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -22195296.000000 Penalty: 5977.033691
	Iteration 24Q: 3 clusters Score -2.21953e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -22195780.000000 Penalty: 5977.033691
	Iteration 25Q: 3 clusters Score -2.219578e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -22196056.000000 Penalty: 5977.033691
	Iteration 26Q: 3 clusters Score -2.219606e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -22196326.000000 Penalty: 5977.033691
	Iteration 27Q: 3 clusters Score -2.219633e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -22196372.000000 Penalty: 5977.033691
	Iteration 28Q: 3 clusters Score -2.219637e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -22196472.000000 Penalty: 5977.033691
	Iteration 29Q: 3 clusters Score -2.219647e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -22196558.000000 Penalty: 5977.033691
	Iteration 30Q: 3 clusters Score -2.219656e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -22196742.000000 Penalty: 5977.033691
	Iteration 31Q: 3 clusters Score -2.219674e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -22196744.000000 Penalty: 5977.033691
	Iteration 32Q: 3 clusters Score -2.219674e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -22196794.000000 Penalty: 5977.033691
	Iteration 33Q: 3 clusters Score -2.219679e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -22196842.000000 Penalty: 5977.033691
	Iteration 34Q: 3 clusters Score -2.219684e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -22196856.000000 Penalty: 5977.033691
	Iteration 35Q: 3 clusters Score -2.219686e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -22197054.000000 Penalty: 5977.033691
	Iteration 36Q: 3 clusters Score -2.219705e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -22197174.000000 Penalty: 5977.033691
	Iteration 37Q: 3 clusters Score -2.219717e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -22197320.000000 Penalty: 5977.033691
	Iteration 38Q: 3 clusters Score -2.219732e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -22197416.000000 Penalty: 5977.033691
	Iteration 39Q: 3 clusters Score -2.219742e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -22197542.000000 Penalty: 5977.033691
	Iteration 40F: 3 clusters Score -2.219754e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -22197600.000000 Penalty: 5977.033691
	Iteration 41Q: 3 clusters Score -2.21976e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -22197656.000000 Penalty: 5977.033691
	Iteration 42Q: 3 clusters Score -2.219766e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -22197758.000000 Penalty: 5977.033691
	Iteration 43Q: 3 clusters Score -2.219776e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -22197852.000000 Penalty: 5977.033691
	Iteration 44Q: 3 clusters Score -2.219785e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -22197998.000000 Penalty: 5977.033691
	Iteration 45Q: 3 clusters Score -2.2198e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -22198022.000000 Penalty: 5977.033691
	Iteration 46Q: 3 clusters Score -2.219802e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -22198120.000000 Penalty: 5977.033691
	Iteration 47Q: 3 clusters Score -2.219812e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -22198206.000000 Penalty: 5977.033691
	Iteration 48Q: 3 clusters Score -2.219821e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -22198314.000000 Penalty: 5977.033691
	Iteration 49Q: 3 clusters Score -2.219831e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -22198444.000000 Penalty: 5977.033691
	Iteration 50Q: 3 clusters Score -2.219844e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -22198490.000000 Penalty: 5977.033691
	Iteration 51Q: 3 clusters Score -2.219849e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112413 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -22198638.000000 Penalty: 5977.033691
	Iteration 52Q: 3 clusters Score -2.219864e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -22198816.000000 Penalty: 5977.033691
	Iteration 53Q: 3 clusters Score -2.219882e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -22199010.000000 Penalty: 5977.033691
	Iteration 54Q: 3 clusters Score -2.219901e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -22199206.000000 Penalty: 5977.033691
	Iteration 55Q: 3 clusters Score -2.219921e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -22199370.000000 Penalty: 5977.033691
	Iteration 56Q: 3 clusters Score -2.219937e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -22199628.000000 Penalty: 5977.033691
	Iteration 57Q: 3 clusters Score -2.219963e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -22199832.000000 Penalty: 5977.033691
	Iteration 58Q: 3 clusters Score -2.219983e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -22200054.000000 Penalty: 5977.033691
	Iteration 59Q: 3 clusters Score -2.220005e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -22200106.000000 Penalty: 5977.033691
	Iteration 60F: 3 clusters Score -2.220011e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -22200328.000000 Penalty: 5977.033691
	Iteration 61Q: 3 clusters Score -2.220033e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -22200590.000000 Penalty: 5977.033691
	Iteration 62Q: 3 clusters Score -2.220059e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -22200766.000000 Penalty: 5977.033691
	Iteration 63Q: 3 clusters Score -2.220077e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -22200944.000000 Penalty: 5977.033691
	Iteration 64Q: 3 clusters Score -2.220094e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -22201098.000000 Penalty: 5977.033691
	Iteration 65Q: 3 clusters Score -2.22011e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -22201440.000000 Penalty: 5977.033691
	Iteration 66Q: 3 clusters Score -2.220144e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133668 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -22201742.000000 Penalty: 5977.033691
	Iteration 67Q: 3 clusters Score -2.220174e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -22202038.000000 Penalty: 5977.033691
	Iteration 68Q: 3 clusters Score -2.220204e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -22202216.000000 Penalty: 5977.033691
	Iteration 69Q: 3 clusters Score -2.220222e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137877 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -22202374.000000 Penalty: 5977.033691
	Iteration 70Q: 3 clusters Score -2.220237e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -22202668.000000 Penalty: 5977.033691
	Iteration 71Q: 3 clusters Score -2.220267e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -22202812.000000 Penalty: 5977.033691
	Iteration 72Q: 3 clusters Score -2.220281e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -22203190.000000 Penalty: 5977.033691
	Iteration 73Q: 3 clusters Score -2.220319e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -22203470.000000 Penalty: 5977.033691
	Iteration 74Q: 3 clusters Score -2.220347e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -22203644.000000 Penalty: 5977.033691
	Iteration 75Q: 3 clusters Score -2.220364e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146320 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -22203898.000000 Penalty: 5977.033691
	Iteration 76Q: 3 clusters Score -2.22039e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -22204112.000000 Penalty: 5977.033691
	Iteration 77Q: 3 clusters Score -2.220411e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148944 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -22204360.000000 Penalty: 5977.033691
	Iteration 78Q: 3 clusters Score -2.220436e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -22204626.000000 Penalty: 5977.033691
	Iteration 79Q: 3 clusters Score -2.220463e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -22204912.000000 Penalty: 5977.033691
	Iteration 80F: 3 clusters Score -2.220491e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -22205178.000000 Penalty: 5977.033691
	Iteration 81Q: 3 clusters Score -2.220518e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -22205400.000000 Penalty: 5977.033691
	Iteration 82Q: 3 clusters Score -2.22054e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154718 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -22205640.000000 Penalty: 5977.033691
	Iteration 83Q: 3 clusters Score -2.220564e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -22205840.000000 Penalty: 5977.033691
	Iteration 84Q: 3 clusters Score -2.220584e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -22206024.000000 Penalty: 5977.033691
	Iteration 85Q: 3 clusters Score -2.220602e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -22206176.000000 Penalty: 5977.033691
	Iteration 86Q: 3 clusters Score -2.220618e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -22206334.000000 Penalty: 5977.033691
	Iteration 87Q: 3 clusters Score -2.220633e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -22206514.000000 Penalty: 5977.033691
	Iteration 88Q: 3 clusters Score -2.220651e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -22206772.000000 Penalty: 5977.033691
	Iteration 89Q: 3 clusters Score -2.220677e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -22207120.000000 Penalty: 5977.033691
	Iteration 90Q: 3 clusters Score -2.220712e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -22207308.000000 Penalty: 5977.033691
	Iteration 91Q: 3 clusters Score -2.220731e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -22207598.000000 Penalty: 5977.033691
	Iteration 92Q: 3 clusters Score -2.22076e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -22207674.000000 Penalty: 5977.033691
	Iteration 93Q: 3 clusters Score -2.220767e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -22207764.000000 Penalty: 5977.033691
	Iteration 94Q: 3 clusters Score -2.220776e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -22207932.000000 Penalty: 5977.033691
	Iteration 95Q: 3 clusters Score -2.220793e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -22208002.000000 Penalty: 5977.033691
	Iteration 96Q: 3 clusters Score -2.2208e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -22208084.000000 Penalty: 5977.033691
	Iteration 97Q: 3 clusters Score -2.220808e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166936 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -22208142.000000 Penalty: 5977.033691
	Iteration 98Q: 3 clusters Score -2.220814e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -22208178.000000 Penalty: 5977.033691
	Iteration 99Q: 3 clusters Score -2.220818e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22208198.000000 Penalty: 5977.033691
	Iteration 100F: 3 clusters Score -2.22082e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22208258.000000 Penalty: 5977.033691
	Iteration 101Q: 3 clusters Score -2.220826e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -22208340.000000 Penalty: 5977.033691
	Iteration 102Q: 3 clusters Score -2.220834e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -22208310.000000 Penalty: 5977.033691
	Iteration 103Q: 3 clusters Score -2.220831e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22208280.000000 Penalty: 5977.033691
	Iteration 104Q: 3 clusters Score -2.220828e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22208292.000000 Penalty: 5977.033691
	Iteration 105Q: 3 clusters Score -2.220829e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22208314.000000 Penalty: 5977.033691
	Iteration 106Q: 3 clusters Score -2.220831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22208330.000000 Penalty: 5977.033691
	Iteration 107Q: 3 clusters Score -2.220833e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -22208334.000000 Penalty: 5977.033691
	Iteration 108Q: 3 clusters Score -2.220833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22208356.000000 Penalty: 5977.033691
	Iteration 109Q: 3 clusters Score -2.220836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22208390.000000 Penalty: 5977.033691
	Iteration 110Q: 3 clusters Score -2.220839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22208384.000000 Penalty: 5977.033691
	Iteration 111Q: 3 clusters Score -2.220838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -22208404.000000 Penalty: 5977.033691
	Iteration 112Q: 3 clusters Score -2.22084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22208390.000000 Penalty: 5977.033691
	Iteration 113Q: 3 clusters Score -2.220839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -22208408.000000 Penalty: 5977.033691
	Iteration 114Q: 3 clusters Score -2.220841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -22208388.000000 Penalty: 5977.033691
	Iteration 115Q: 3 clusters Score -2.220839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168842 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22208394.000000 Penalty: 5977.033691
	Iteration 116Q: 3 clusters Score -2.220839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -22208402.000000 Penalty: 5977.033691
	Iteration 117Q: 3 clusters Score -2.22084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22208396.000000 Penalty: 5977.033691
	Iteration 118Q: 3 clusters Score -2.22084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22208406.000000 Penalty: 5977.033691
	Iteration 119Q: 3 clusters Score -2.220841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22208410.000000 Penalty: 5977.033691
	Iteration 120F: 3 clusters Score -2.220841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -22208404.000000 Penalty: 5977.033691
	Iteration 121Q: 3 clusters Score -2.22084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -22208402.000000 Penalty: 5977.033691
	Iteration 122Q: 3 clusters Score -2.22084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22208414.000000 Penalty: 5977.033691
	Iteration 123Q: 3 clusters Score -2.220841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -22208438.000000 Penalty: 5977.033691
	Iteration 124Q: 3 clusters Score -2.220844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -22208454.000000 Penalty: 5977.033691
	Iteration 125Q: 3 clusters Score -2.220845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22208452.000000 Penalty: 5977.033691
	Iteration 126Q: 3 clusters Score -2.220845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -22208442.000000 Penalty: 5977.033691
	Iteration 127Q: 3 clusters Score -2.220844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22208452.000000 Penalty: 5977.033691
	Iteration 128Q: 3 clusters Score -2.220845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -22208434.000000 Penalty: 5977.033691
	Iteration 129Q: 3 clusters Score -2.220843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22208424.000000 Penalty: 5977.033691
	Iteration 130Q: 3 clusters Score -2.220842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22208414.000000 Penalty: 5977.033691
	Iteration 131Q: 3 clusters Score -2.220841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169017 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -22208426.000000 Penalty: 5977.033691
	Iteration 132Q: 3 clusters Score -2.220843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22208414.000000 Penalty: 5977.033691
	Iteration 133Q: 3 clusters Score -2.220841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22208400.000000 Penalty: 5977.033691
	Iteration 134Q: 3 clusters Score -2.22084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169074 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22208378.000000 Penalty: 5977.033691
	Iteration 135Q: 3 clusters Score -2.220838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22208372.000000 Penalty: 5977.033691
	Iteration 136Q: 3 clusters Score -2.220837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169102 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22208384.000000 Penalty: 5977.033691
	Iteration 137Q: 3 clusters Score -2.220838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169110 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22208368.000000 Penalty: 5977.033691
	Iteration 138Q: 3 clusters Score -2.220837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22208360.000000 Penalty: 5977.033691
	Iteration 139Q: 3 clusters Score -2.220836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22208372.000000 Penalty: 5977.033691
	Iteration 140F: 3 clusters Score -2.220837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169142 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22208388.000000 Penalty: 5977.033691
	Iteration 141Q: 3 clusters Score -2.220839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22208382.000000 Penalty: 5977.033691
	Iteration 142Q: 3 clusters Score -2.220838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22208386.000000 Penalty: 5977.033691
	Iteration 143Q: 3 clusters Score -2.220839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -22208370.000000 Penalty: 5977.033691
	Iteration 144Q: 3 clusters Score -2.220837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169165 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -22208366.000000 Penalty: 5977.033691
	Iteration 145Q: 3 clusters Score -2.220837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -22208366.000000 Penalty: 5977.033691
	Iteration 146Q: 3 clusters Score -2.220837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22208368.000000 Penalty: 5977.033691
	Iteration 147Q: 3 clusters Score -2.220837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22208356.000000 Penalty: 5977.033691
	Iteration 148Q: 3 clusters Score -2.220836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22208360.000000 Penalty: 5977.033691
	Iteration 149Q: 3 clusters Score -2.220836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22208360.000000 Penalty: 5977.033691
	Iteration 150Q: 3 clusters Score -2.220836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22208366.000000 Penalty: 5977.033691
	Iteration 151Q: 3 clusters Score -2.220837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22208366.000000 Penalty: 5977.033691
	Iteration 152F: 3 clusters Score -2.220837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (166635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Entering Unmasked Estep 
Score: -21616786.000000 Penalty: 2981.843262
	Iteration 0F: 2 clusters Score -2.161679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -21508148.000000 Penalty: 5963.686523
	Iteration 0F: 3 clusters Score -2.150815e+07 nChanged 79822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -21554314.000000 Penalty: 5963.686523
	Iteration 1F: 3 clusters Score -2.155431e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -21555372.000000 Penalty: 5963.686523
	Iteration 2Q: 3 clusters Score -2.155537e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -21556780.000000 Penalty: 5963.686523
	Iteration 3Q: 3 clusters Score -2.155678e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -21558610.000000 Penalty: 5963.686523
	Iteration 4Q: 3 clusters Score -2.155861e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -21561998.000000 Penalty: 5963.686523
	Iteration 5Q: 3 clusters Score -2.1562e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -21567590.000000 Penalty: 5963.686523
	Iteration 6F: 3 clusters Score -2.156759e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120004 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -21575752.000000 Penalty: 5963.686523
	Iteration 7F: 3 clusters Score -2.157575e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131102 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -21585804.000000 Penalty: 5963.686523
	Iteration 8F: 3 clusters Score -2.15858e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140645 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -21595384.000000 Penalty: 5963.686523
	Iteration 9F: 3 clusters Score -2.159538e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -21602164.000000 Penalty: 5963.686523
	Iteration 10Q: 3 clusters Score -2.160216e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -21606250.000000 Penalty: 5963.686523
	Iteration 11Q: 3 clusters Score -2.160625e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -21608790.000000 Penalty: 5963.686523
	Iteration 12Q: 3 clusters Score -2.160879e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -21610218.000000 Penalty: 5963.686523
	Iteration 13Q: 3 clusters Score -2.161022e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -21611452.000000 Penalty: 5963.686523
	Iteration 14Q: 3 clusters Score -2.161145e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -21612344.000000 Penalty: 5963.686523
	Iteration 15Q: 3 clusters Score -2.161234e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -21613014.000000 Penalty: 5963.686523
	Iteration 16Q: 3 clusters Score -2.161301e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -21613440.000000 Penalty: 5963.686523
	Iteration 17Q: 3 clusters Score -2.161344e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -21613722.000000 Penalty: 5963.686523
	Iteration 18Q: 3 clusters Score -2.161372e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -21613896.000000 Penalty: 5963.686523
	Iteration 19Q: 3 clusters Score -2.16139e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -21614120.000000 Penalty: 5963.686523
	Iteration 20F: 3 clusters Score -2.161412e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -21614298.000000 Penalty: 5963.686523
	Iteration 21Q: 3 clusters Score -2.16143e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -21614388.000000 Penalty: 5963.686523
	Iteration 22Q: 3 clusters Score -2.161439e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21614480.000000 Penalty: 5963.686523
	Iteration 23Q: 3 clusters Score -2.161448e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21614540.000000 Penalty: 5963.686523
	Iteration 24Q: 3 clusters Score -2.161454e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -21614576.000000 Penalty: 5963.686523
	Iteration 25Q: 3 clusters Score -2.161458e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21614552.000000 Penalty: 5963.686523
	Iteration 26Q: 3 clusters Score -2.161455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21614604.000000 Penalty: 5963.686523
	Iteration 27Q: 3 clusters Score -2.16146e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21614640.000000 Penalty: 5963.686523
	Iteration 28Q: 3 clusters Score -2.161464e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21614728.000000 Penalty: 5963.686523
	Iteration 29Q: 3 clusters Score -2.161473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21614752.000000 Penalty: 5963.686523
	Iteration 30Q: 3 clusters Score -2.161475e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -21614788.000000 Penalty: 5963.686523
	Iteration 31Q: 3 clusters Score -2.161479e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21614790.000000 Penalty: 5963.686523
	Iteration 32Q: 3 clusters Score -2.161479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164485 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21614792.000000 Penalty: 5963.686523
	Iteration 33Q: 3 clusters Score -2.161479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164548 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21614772.000000 Penalty: 5963.686523
	Iteration 34Q: 3 clusters Score -2.161477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21614782.000000 Penalty: 5963.686523
	Iteration 35Q: 3 clusters Score -2.161478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21614770.000000 Penalty: 5963.686523
	Iteration 36Q: 3 clusters Score -2.161477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21614796.000000 Penalty: 5963.686523
	Iteration 37Q: 3 clusters Score -2.16148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21614802.000000 Penalty: 5963.686523
	Iteration 38Q: 3 clusters Score -2.16148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21614824.000000 Penalty: 5963.686523
	Iteration 39Q: 3 clusters Score -2.161482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21614824.000000 Penalty: 5963.686523
	Iteration 40F: 3 clusters Score -2.161482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21614844.000000 Penalty: 5963.686523
	Iteration 41Q: 3 clusters Score -2.161484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164846 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21614842.000000 Penalty: 5963.686523
	Iteration 42Q: 3 clusters Score -2.161484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164865 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21614856.000000 Penalty: 5963.686523
	Iteration 43Q: 3 clusters Score -2.161486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21614856.000000 Penalty: 5963.686523
	Iteration 44Q: 3 clusters Score -2.161486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21614856.000000 Penalty: 5963.686523
	Iteration 45Q: 3 clusters Score -2.161486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21614842.000000 Penalty: 5963.686523
	Iteration 46Q: 3 clusters Score -2.161484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21614842.000000 Penalty: 5963.686523
	Iteration 47Q: 3 clusters Score -2.161484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21614836.000000 Penalty: 5963.686523
	Iteration 48Q: 3 clusters Score -2.161484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21614826.000000 Penalty: 5963.686523
	Iteration 49Q: 3 clusters Score -2.161483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21614826.000000 Penalty: 5963.686523
	Iteration 50F: 3 clusters Score -2.161483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178243 members 
Entering Unmasked Estep 
Score: -22881078.000000 Penalty: 2998.543945
	Iteration 0F: 2 clusters Score -2.288108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -22763750.000000 Penalty: 5997.087891
	Iteration 0F: 3 clusters Score -2.276375e+07 nChanged 85517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -22814080.000000 Penalty: 5997.087891
	Iteration 1F: 3 clusters Score -2.281408e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -22814968.000000 Penalty: 5997.087891
	Iteration 2Q: 3 clusters Score -2.281497e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -22816008.000000 Penalty: 5997.087891
	Iteration 3Q: 3 clusters Score -2.281601e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -22816906.000000 Penalty: 5997.087891
	Iteration 4Q: 3 clusters Score -2.281691e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -22818352.000000 Penalty: 5997.087891
	Iteration 5Q: 3 clusters Score -2.281835e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -22819916.000000 Penalty: 5997.087891
	Iteration 6Q: 3 clusters Score -2.281992e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -22822610.000000 Penalty: 5997.087891
	Iteration 7Q: 3 clusters Score -2.282261e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -22826508.000000 Penalty: 5997.087891
	Iteration 8Q: 3 clusters Score -2.282651e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -22832970.000000 Penalty: 5997.087891
	Iteration 9F: 3 clusters Score -2.283297e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -22840882.000000 Penalty: 5997.087891
	Iteration 10F: 3 clusters Score -2.284088e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -22848080.000000 Penalty: 5997.087891
	Iteration 11F: 3 clusters Score -2.284808e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 123196 members 
Entering Unmasked Estep 
Score: -22852390.000000 Penalty: 5997.087891
	Iteration 12Q: 3 clusters Score -2.285239e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -22854486.000000 Penalty: 5997.087891
	Iteration 13Q: 3 clusters Score -2.285449e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 129335 members 
Entering Unmasked Estep 
Score: -22855822.000000 Penalty: 5997.087891
	Iteration 14Q: 3 clusters Score -2.285582e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -22857152.000000 Penalty: 5997.087891
	Iteration 15Q: 3 clusters Score -2.285715e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -22858428.000000 Penalty: 5997.087891
	Iteration 16Q: 3 clusters Score -2.285843e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -22859602.000000 Penalty: 5997.087891
	Iteration 17Q: 3 clusters Score -2.28596e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -22861094.000000 Penalty: 5997.087891
	Iteration 18Q: 3 clusters Score -2.286109e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 145155 members 
Entering Unmasked Estep 
Score: -22862608.000000 Penalty: 5997.087891
	Iteration 19Q: 3 clusters Score -2.286261e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 148484 members 
Entering Unmasked Estep 
Score: -22864282.000000 Penalty: 5997.087891
	Iteration 20F: 3 clusters Score -2.286428e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 151816 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 5997.087891
	Iteration 21Q: 3 clusters Score -2.286579e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -22867372.000000 Penalty: 5997.087891
	Iteration 22Q: 3 clusters Score -2.286737e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -22868962.000000 Penalty: 5997.087891
	Iteration 23Q: 3 clusters Score -2.286896e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -22870320.000000 Penalty: 5997.087891
	Iteration 24Q: 3 clusters Score -2.287032e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -22871602.000000 Penalty: 5997.087891
	Iteration 25Q: 3 clusters Score -2.28716e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -22872740.000000 Penalty: 5997.087891
	Iteration 26Q: 3 clusters Score -2.287274e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 167404 members 
Entering Unmasked Estep 
Score: -22873840.000000 Penalty: 5997.087891
	Iteration 27Q: 3 clusters Score -2.287384e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -22874742.000000 Penalty: 5997.087891
	Iteration 28Q: 3 clusters Score -2.287474e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -22875468.000000 Penalty: 5997.087891
	Iteration 29Q: 3 clusters Score -2.287547e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -22876050.000000 Penalty: 5997.087891
	Iteration 30Q: 3 clusters Score -2.287605e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -22876550.000000 Penalty: 5997.087891
	Iteration 31Q: 3 clusters Score -2.287655e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -22876872.000000 Penalty: 5997.087891
	Iteration 32Q: 3 clusters Score -2.287687e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -22877158.000000 Penalty: 5997.087891
	Iteration 33Q: 3 clusters Score -2.287716e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -22877378.000000 Penalty: 5997.087891
	Iteration 34Q: 3 clusters Score -2.287738e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -22877530.000000 Penalty: 5997.087891
	Iteration 35Q: 3 clusters Score -2.287753e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 175353 members 
Entering Unmasked Estep 
Score: -22877654.000000 Penalty: 5997.087891
	Iteration 36Q: 3 clusters Score -2.287765e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -22877784.000000 Penalty: 5997.087891
	Iteration 37Q: 3 clusters Score -2.287778e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 175839 members 
Entering Unmasked Estep 
Score: -22877870.000000 Penalty: 5997.087891
	Iteration 38Q: 3 clusters Score -2.287787e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 176003 members 
Entering Unmasked Estep 
Score: -22877952.000000 Penalty: 5997.087891
	Iteration 39Q: 3 clusters Score -2.287795e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -22878020.000000 Penalty: 5997.087891
	Iteration 40F: 3 clusters Score -2.287802e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 176256 members 
Entering Unmasked Estep 
Score: -22878084.000000 Penalty: 5997.087891
	Iteration 41Q: 3 clusters Score -2.287808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 176346 members 
Entering Unmasked Estep 
Score: -22878110.000000 Penalty: 5997.087891
	Iteration 42Q: 3 clusters Score -2.287811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -22878150.000000 Penalty: 5997.087891
	Iteration 43Q: 3 clusters Score -2.287815e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 176484 members 
Entering Unmasked Estep 
Score: -22878192.000000 Penalty: 5997.087891
	Iteration 44Q: 3 clusters Score -2.287819e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -22878234.000000 Penalty: 5997.087891
	Iteration 45Q: 3 clusters Score -2.287823e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -22878242.000000 Penalty: 5997.087891
	Iteration 46Q: 3 clusters Score -2.287824e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -22878264.000000 Penalty: 5997.087891
	Iteration 47Q: 3 clusters Score -2.287826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -22878302.000000 Penalty: 5997.087891
	Iteration 48Q: 3 clusters Score -2.28783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 176722 members 
Entering Unmasked Estep 
Score: -22878322.000000 Penalty: 5997.087891
	Iteration 49Q: 3 clusters Score -2.287832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 176750 members 
Entering Unmasked Estep 
Score: -22878346.000000 Penalty: 5997.087891
	Iteration 50Q: 3 clusters Score -2.287835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -22878348.000000 Penalty: 5997.087891
	Iteration 51Q: 3 clusters Score -2.287835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -22878374.000000 Penalty: 5997.087891
	Iteration 52Q: 3 clusters Score -2.287837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 176815 members 
Entering Unmasked Estep 
Score: -22878380.000000 Penalty: 5997.087891
	Iteration 53Q: 3 clusters Score -2.287838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 176836 members 
Entering Unmasked Estep 
Score: -22878380.000000 Penalty: 5997.087891
	Iteration 54Q: 3 clusters Score -2.287838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -22878366.000000 Penalty: 5997.087891
	Iteration 55Q: 3 clusters Score -2.287837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -22878392.000000 Penalty: 5997.087891
	Iteration 56Q: 3 clusters Score -2.287839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 176866 members 
Entering Unmasked Estep 
Score: -22878402.000000 Penalty: 5997.087891
	Iteration 57Q: 3 clusters Score -2.28784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -22878406.000000 Penalty: 5997.087891
	Iteration 58Q: 3 clusters Score -2.287841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -22878416.000000 Penalty: 5997.087891
	Iteration 59Q: 3 clusters Score -2.287842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -22878426.000000 Penalty: 5997.087891
	Iteration 60F: 3 clusters Score -2.287843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 176899 members 
Entering Unmasked Estep 
Score: -22878434.000000 Penalty: 5997.087891
	Iteration 61Q: 3 clusters Score -2.287843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 176905 members 
Entering Unmasked Estep 
Score: -22878426.000000 Penalty: 5997.087891
	Iteration 62Q: 3 clusters Score -2.287843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -22878422.000000 Penalty: 5997.087891
	Iteration 63Q: 3 clusters Score -2.287842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -22878432.000000 Penalty: 5997.087891
	Iteration 64Q: 3 clusters Score -2.287843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -22878422.000000 Penalty: 5997.087891
	Iteration 65Q: 3 clusters Score -2.287842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -22878424.000000 Penalty: 5997.087891
	Iteration 66Q: 3 clusters Score -2.287842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -22878424.000000 Penalty: 5997.087891
	Iteration 67F: 3 clusters Score -2.287842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -143771.578125 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -143771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141777.734375 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -141777.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142082.234375 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -142082.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142163.828125 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -142163.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142212.343750 Penalty: 3515.850830
	Iteration 3Q: 3 clusters Score -142212.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142263.562500 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -142263.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142301.625000 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -142301.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -142357.359375 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -142357.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142453.031250 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -142453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142553.453125 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -142553.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142670.281250 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -142670.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142811.609375 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -142811.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -142921.296875 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -142921.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -142982.453125 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -142982.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143047.640625 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -143047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -143081.359375 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -143081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143099.984375 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -143100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143112.125000 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -143112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143122.687500 Penalty: 3515.850830
	Iteration 17Q: 3 clusters Score -143122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143124.468750 Penalty: 3515.850830
	Iteration 18Q: 3 clusters Score -143124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143124.468750 Penalty: 3515.850830
	Iteration 19F: 3 clusters Score -143124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60399.222656 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60399.22 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60694.382812 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60694.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60840.507812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -60840.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60938.839844 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -60938.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61022.812500 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61022.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61142.691406 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61142.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61328.273438 Penalty: 3197.863525
	Iteration 6F: 3 clusters Score -61328.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61494.691406 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -61494.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61682.562500 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61682.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61981.812500 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61981.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62694.484375 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62694.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62796.835938 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62796.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62826.621094 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -62826.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62848.066406 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -62848.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62884.968750 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -62884.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62976.175781 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -62976.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63016.832031 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -63016.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63018.558594 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -63018.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63025.335938 Penalty: 3197.863525
	Iteration 18F: 3 clusters Score -63025.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63035.277344 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -63035.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63047.078125 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -63047.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63087.171875 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -63087.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63119.339844 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -63119.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63141.617188 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -63141.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63141.617188 Penalty: 3197.863525
	Iteration 24F: 3 clusters Score -63141.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171180 members 
Mstep: Class 3 contains 166635 members 
Mstep: Class 4 contains 178243 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 68894 members 
Mstep: Class 8 contains 25659 members 
Mstep: Class 9 contains 174140 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176193 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 185854 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 57098 members 
Mstep: Class 18 contains 30240 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 30425 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 212 members 
Entering Unmasked Estep 
Score: -166430912.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166431440.000000 to -166430912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Entering Unmasked Estep 
Score: -8622767.000000 Penalty: 2762.800537
	Iteration 0F: 2 clusters Score -8622767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8576421.000000 Penalty: 5525.601074
	Iteration 0F: 3 clusters Score -8576421 nChanged 32345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -8594480.000000 Penalty: 5525.601074
	Iteration 1F: 3 clusters Score -8594480 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8595001.000000 Penalty: 5525.601074
	Iteration 2Q: 3 clusters Score -8595001 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -8595454.000000 Penalty: 5525.601074
	Iteration 3Q: 3 clusters Score -8595454 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -8595968.000000 Penalty: 5525.601074
	Iteration 4Q: 3 clusters Score -8595968 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -8596561.000000 Penalty: 5525.601074
	Iteration 5Q: 3 clusters Score -8596561 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8597341.000000 Penalty: 5525.601074
	Iteration 6Q: 3 clusters Score -8597341 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8598559.000000 Penalty: 5525.601074
	Iteration 7Q: 3 clusters Score -8598559 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -8600451.000000 Penalty: 5525.601074
	Iteration 8Q: 3 clusters Score -8600451 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -8603407.000000 Penalty: 5525.601074
	Iteration 9F: 3 clusters Score -8603407 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -8607465.000000 Penalty: 5525.601074
	Iteration 10F: 3 clusters Score -8607465 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -8611988.000000 Penalty: 5525.601074
	Iteration 11F: 3 clusters Score -8611988 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -8615427.000000 Penalty: 5525.601074
	Iteration 12F: 3 clusters Score -8615427 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -8617705.000000 Penalty: 5525.601074
	Iteration 13Q: 3 clusters Score -8617705 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -8618933.000000 Penalty: 5525.601074
	Iteration 14Q: 3 clusters Score -8618933 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -8619620.000000 Penalty: 5525.601074
	Iteration 15Q: 3 clusters Score -8619620 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -8619982.000000 Penalty: 5525.601074
	Iteration 16Q: 3 clusters Score -8619982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -8620138.000000 Penalty: 5525.601074
	Iteration 17Q: 3 clusters Score -8620138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -8620235.000000 Penalty: 5525.601074
	Iteration 18Q: 3 clusters Score -8620235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -8620291.000000 Penalty: 5525.601074
	Iteration 19Q: 3 clusters Score -8620291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -8620357.000000 Penalty: 5525.601074
	Iteration 20F: 3 clusters Score -8620357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -8620393.000000 Penalty: 5525.601074
	Iteration 21Q: 3 clusters Score -8620393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -8620429.000000 Penalty: 5525.601074
	Iteration 22Q: 3 clusters Score -8620429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -8620468.000000 Penalty: 5525.601074
	Iteration 23Q: 3 clusters Score -8620468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -8620496.000000 Penalty: 5525.601074
	Iteration 24Q: 3 clusters Score -8620496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8620495.000000 Penalty: 5525.601074
	Iteration 25Q: 3 clusters Score -8620495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -8620515.000000 Penalty: 5525.601074
	Iteration 26Q: 3 clusters Score -8620515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8620519.000000 Penalty: 5525.601074
	Iteration 27Q: 3 clusters Score -8620519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -8620522.000000 Penalty: 5525.601074
	Iteration 28Q: 3 clusters Score -8620522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -8620520.000000 Penalty: 5525.601074
	Iteration 29Q: 3 clusters Score -8620520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -8620520.000000 Penalty: 5525.601074
	Iteration 30F: 3 clusters Score -8620520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Entering Unmasked Estep 
Score: -3347375.500000 Penalty: 2517.857178
	Iteration 0F: 2 clusters Score -3347376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3329651.000000 Penalty: 5035.714355
	Iteration 0F: 3 clusters Score -3329651 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3335578.250000 Penalty: 5035.714355
	Iteration 1F: 3 clusters Score -3335578 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3336051.250000 Penalty: 5035.714355
	Iteration 2F: 3 clusters Score -3336051 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3336473.500000 Penalty: 5035.714355
	Iteration 3Q: 3 clusters Score -3336474 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3336921.500000 Penalty: 5035.714355
	Iteration 4Q: 3 clusters Score -3336922 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3337406.250000 Penalty: 5035.714355
	Iteration 5Q: 3 clusters Score -3337406 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3338051.250000 Penalty: 5035.714355
	Iteration 6Q: 3 clusters Score -3338051 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3338861.250000 Penalty: 5035.714355
	Iteration 7F: 3 clusters Score -3338861 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3339964.750000 Penalty: 5035.714355
	Iteration 8F: 3 clusters Score -3339965 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3341280.750000 Penalty: 5035.714355
	Iteration 9F: 3 clusters Score -3341281 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3342649.750000 Penalty: 5035.714355
	Iteration 10F: 3 clusters Score -3342650 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3343666.500000 Penalty: 5035.714355
	Iteration 11Q: 3 clusters Score -3343666 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3344267.500000 Penalty: 5035.714355
	Iteration 12Q: 3 clusters Score -3344268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3344533.500000 Penalty: 5035.714355
	Iteration 13Q: 3 clusters Score -3344534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3344689.500000 Penalty: 5035.714355
	Iteration 14Q: 3 clusters Score -3344690 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3344793.500000 Penalty: 5035.714355
	Iteration 15Q: 3 clusters Score -3344794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3344869.750000 Penalty: 5035.714355
	Iteration 16Q: 3 clusters Score -3344870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3344940.000000 Penalty: 5035.714355
	Iteration 17Q: 3 clusters Score -3344940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3344995.000000 Penalty: 5035.714355
	Iteration 18Q: 3 clusters Score -3344995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3345043.000000 Penalty: 5035.714355
	Iteration 19Q: 3 clusters Score -3345043 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3345084.500000 Penalty: 5035.714355
	Iteration 20F: 3 clusters Score -3345084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3345117.000000 Penalty: 5035.714355
	Iteration 21Q: 3 clusters Score -3345117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3345141.500000 Penalty: 5035.714355
	Iteration 22Q: 3 clusters Score -3345142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3345153.500000 Penalty: 5035.714355
	Iteration 23Q: 3 clusters Score -3345154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3345175.750000 Penalty: 5035.714355
	Iteration 24Q: 3 clusters Score -3345176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3345190.250000 Penalty: 5035.714355
	Iteration 25Q: 3 clusters Score -3345190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3345207.750000 Penalty: 5035.714355
	Iteration 26Q: 3 clusters Score -3345208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3345207.750000 Penalty: 5035.714355
	Iteration 27Q: 3 clusters Score -3345208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3345224.500000 Penalty: 5035.714355
	Iteration 28Q: 3 clusters Score -3345224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3345229.250000 Penalty: 5035.714355
	Iteration 29Q: 3 clusters Score -3345229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3345238.000000 Penalty: 5035.714355
	Iteration 30Q: 3 clusters Score -3345238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3345249.750000 Penalty: 5035.714355
	Iteration 31Q: 3 clusters Score -3345250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3345266.000000 Penalty: 5035.714355
	Iteration 32Q: 3 clusters Score -3345266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3345290.750000 Penalty: 5035.714355
	Iteration 33Q: 3 clusters Score -3345291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3345311.250000 Penalty: 5035.714355
	Iteration 34Q: 3 clusters Score -3345311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3345325.000000 Penalty: 5035.714355
	Iteration 35Q: 3 clusters Score -3345325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3345345.000000 Penalty: 5035.714355
	Iteration 36Q: 3 clusters Score -3345345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3345359.500000 Penalty: 5035.714355
	Iteration 37Q: 3 clusters Score -3345360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3345365.500000 Penalty: 5035.714355
	Iteration 38Q: 3 clusters Score -3345366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3345389.500000 Penalty: 5035.714355
	Iteration 39Q: 3 clusters Score -3345390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3345401.750000 Penalty: 5035.714355
	Iteration 40F: 3 clusters Score -3345402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3345414.500000 Penalty: 5035.714355
	Iteration 41Q: 3 clusters Score -3345414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3345423.000000 Penalty: 5035.714355
	Iteration 42Q: 3 clusters Score -3345423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3345431.750000 Penalty: 5035.714355
	Iteration 43Q: 3 clusters Score -3345432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3345444.000000 Penalty: 5035.714355
	Iteration 44Q: 3 clusters Score -3345444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3345452.250000 Penalty: 5035.714355
	Iteration 45Q: 3 clusters Score -3345452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3345454.250000 Penalty: 5035.714355
	Iteration 46Q: 3 clusters Score -3345454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3345461.000000 Penalty: 5035.714355
	Iteration 47Q: 3 clusters Score -3345461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3345466.250000 Penalty: 5035.714355
	Iteration 48Q: 3 clusters Score -3345466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3345477.500000 Penalty: 5035.714355
	Iteration 49Q: 3 clusters Score -3345478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3345484.500000 Penalty: 5035.714355
	Iteration 50Q: 3 clusters Score -3345484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3345486.500000 Penalty: 5035.714355
	Iteration 51Q: 3 clusters Score -3345486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3345488.500000 Penalty: 5035.714355
	Iteration 52Q: 3 clusters Score -3345488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3345486.000000 Penalty: 5035.714355
	Iteration 53Q: 3 clusters Score -3345486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3345486.750000 Penalty: 5035.714355
	Iteration 54Q: 3 clusters Score -3345487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3345486.000000 Penalty: 5035.714355
	Iteration 55Q: 3 clusters Score -3345486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3345484.500000 Penalty: 5035.714355
	Iteration 56Q: 3 clusters Score -3345484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3345489.750000 Penalty: 5035.714355
	Iteration 57Q: 3 clusters Score -3345490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3345488.250000 Penalty: 5035.714355
	Iteration 58Q: 3 clusters Score -3345488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3345489.000000 Penalty: 5035.714355
	Iteration 59Q: 3 clusters Score -3345489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3345497.250000 Penalty: 5035.714355
	Iteration 60F: 3 clusters Score -3345497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3345505.500000 Penalty: 5035.714355
	Iteration 61Q: 3 clusters Score -3345506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3345511.500000 Penalty: 5035.714355
	Iteration 62Q: 3 clusters Score -3345512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3345513.750000 Penalty: 5035.714355
	Iteration 63Q: 3 clusters Score -3345514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3345510.500000 Penalty: 5035.714355
	Iteration 64Q: 3 clusters Score -3345510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3345513.750000 Penalty: 5035.714355
	Iteration 65Q: 3 clusters Score -3345514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3345514.500000 Penalty: 5035.714355
	Iteration 66Q: 3 clusters Score -3345514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3345524.250000 Penalty: 5035.714355
	Iteration 67Q: 3 clusters Score -3345524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3345524.000000 Penalty: 5035.714355
	Iteration 68Q: 3 clusters Score -3345524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3345524.500000 Penalty: 5035.714355
	Iteration 69Q: 3 clusters Score -3345524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3345524.500000 Penalty: 5035.714355
	Iteration 70Q: 3 clusters Score -3345524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3345522.750000 Penalty: 5035.714355
	Iteration 71Q: 3 clusters Score -3345523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3345531.250000 Penalty: 5035.714355
	Iteration 72Q: 3 clusters Score -3345531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3345526.000000 Penalty: 5035.714355
	Iteration 73Q: 3 clusters Score -3345526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3345530.000000 Penalty: 5035.714355
	Iteration 74Q: 3 clusters Score -3345530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3345528.750000 Penalty: 5035.714355
	Iteration 75Q: 3 clusters Score -3345529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3345530.750000 Penalty: 5035.714355
	Iteration 76Q: 3 clusters Score -3345531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3345531.250000 Penalty: 5035.714355
	Iteration 77Q: 3 clusters Score -3345531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3345532.750000 Penalty: 5035.714355
	Iteration 78Q: 3 clusters Score -3345533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3345533.500000 Penalty: 5035.714355
	Iteration 79Q: 3 clusters Score -3345534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3345532.500000 Penalty: 5035.714355
	Iteration 80F: 3 clusters Score -3345532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3345536.000000 Penalty: 5035.714355
	Iteration 81Q: 3 clusters Score -3345536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3345539.750000 Penalty: 5035.714355
	Iteration 82Q: 3 clusters Score -3345540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3345537.250000 Penalty: 5035.714355
	Iteration 83Q: 3 clusters Score -3345537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3345541.750000 Penalty: 5035.714355
	Iteration 84Q: 3 clusters Score -3345542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3345541.750000 Penalty: 5035.714355
	Iteration 85F: 3 clusters Score -3345542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Entering Unmasked Estep 
Score: -22625858.000000 Penalty: 2992.768311
	Iteration 0F: 2 clusters Score -2.262586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -22513040.000000 Penalty: 5985.536621
	Iteration 0F: 3 clusters Score -2.251304e+07 nChanged 83499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -22561436.000000 Penalty: 5985.536621
	Iteration 1F: 3 clusters Score -2.256144e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -22562020.000000 Penalty: 5985.536621
	Iteration 2Q: 3 clusters Score -2.256202e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -22562780.000000 Penalty: 5985.536621
	Iteration 3Q: 3 clusters Score -2.256278e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -22563590.000000 Penalty: 5985.536621
	Iteration 4Q: 3 clusters Score -2.256359e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -22564490.000000 Penalty: 5985.536621
	Iteration 5Q: 3 clusters Score -2.256449e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -22565812.000000 Penalty: 5985.536621
	Iteration 6Q: 3 clusters Score -2.256581e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -22567770.000000 Penalty: 5985.536621
	Iteration 7Q: 3 clusters Score -2.256777e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -22571136.000000 Penalty: 5985.536621
	Iteration 8Q: 3 clusters Score -2.257114e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114487 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -22576906.000000 Penalty: 5985.536621
	Iteration 9F: 3 clusters Score -2.257691e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -22585642.000000 Penalty: 5985.536621
	Iteration 10F: 3 clusters Score -2.258564e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -22595860.000000 Penalty: 5985.536621
	Iteration 11F: 3 clusters Score -2.259586e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -22605000.000000 Penalty: 5985.536621
	Iteration 12F: 3 clusters Score -2.2605e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -22611782.000000 Penalty: 5985.536621
	Iteration 13Q: 3 clusters Score -2.261178e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -22615916.000000 Penalty: 5985.536621
	Iteration 14Q: 3 clusters Score -2.261592e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -22618684.000000 Penalty: 5985.536621
	Iteration 15Q: 3 clusters Score -2.261868e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -22620294.000000 Penalty: 5985.536621
	Iteration 16Q: 3 clusters Score -2.262029e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -22621294.000000 Penalty: 5985.536621
	Iteration 17Q: 3 clusters Score -2.262129e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -22621860.000000 Penalty: 5985.536621
	Iteration 18Q: 3 clusters Score -2.262186e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22622318.000000 Penalty: 5985.536621
	Iteration 19Q: 3 clusters Score -2.262232e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22622626.000000 Penalty: 5985.536621
	Iteration 20F: 3 clusters Score -2.262263e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22622848.000000 Penalty: 5985.536621
	Iteration 21Q: 3 clusters Score -2.262285e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172576 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22622954.000000 Penalty: 5985.536621
	Iteration 22Q: 3 clusters Score -2.262295e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22623014.000000 Penalty: 5985.536621
	Iteration 23Q: 3 clusters Score -2.262301e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22623090.000000 Penalty: 5985.536621
	Iteration 24Q: 3 clusters Score -2.262309e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173196 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22623174.000000 Penalty: 5985.536621
	Iteration 25Q: 3 clusters Score -2.262317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22623222.000000 Penalty: 5985.536621
	Iteration 26Q: 3 clusters Score -2.262322e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22623266.000000 Penalty: 5985.536621
	Iteration 27Q: 3 clusters Score -2.262327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22623268.000000 Penalty: 5985.536621
	Iteration 28Q: 3 clusters Score -2.262327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22623260.000000 Penalty: 5985.536621
	Iteration 29Q: 3 clusters Score -2.262326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22623288.000000 Penalty: 5985.536621
	Iteration 30Q: 3 clusters Score -2.262329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -22623292.000000 Penalty: 5985.536621
	Iteration 31Q: 3 clusters Score -2.262329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22623314.000000 Penalty: 5985.536621
	Iteration 32Q: 3 clusters Score -2.262331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22623296.000000 Penalty: 5985.536621
	Iteration 33Q: 3 clusters Score -2.26233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22623330.000000 Penalty: 5985.536621
	Iteration 34Q: 3 clusters Score -2.262333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22623328.000000 Penalty: 5985.536621
	Iteration 35Q: 3 clusters Score -2.262333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173543 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22623336.000000 Penalty: 5985.536621
	Iteration 36Q: 3 clusters Score -2.262334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173549 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22623348.000000 Penalty: 5985.536621
	Iteration 37Q: 3 clusters Score -2.262335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22623344.000000 Penalty: 5985.536621
	Iteration 38Q: 3 clusters Score -2.262334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22623356.000000 Penalty: 5985.536621
	Iteration 39Q: 3 clusters Score -2.262336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22623358.000000 Penalty: 5985.536621
	Iteration 40F: 3 clusters Score -2.262336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22623370.000000 Penalty: 5985.536621
	Iteration 41Q: 3 clusters Score -2.262337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22623378.000000 Penalty: 5985.536621
	Iteration 42Q: 3 clusters Score -2.262338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173579 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22623368.000000 Penalty: 5985.536621
	Iteration 43Q: 3 clusters Score -2.262337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173582 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22623370.000000 Penalty: 5985.536621
	Iteration 44Q: 3 clusters Score -2.262337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -22623380.000000 Penalty: 5985.536621
	Iteration 45Q: 3 clusters Score -2.262338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22623382.000000 Penalty: 5985.536621
	Iteration 46Q: 3 clusters Score -2.262338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22623398.000000 Penalty: 5985.536621
	Iteration 47Q: 3 clusters Score -2.26234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -22623408.000000 Penalty: 5985.536621
	Iteration 48Q: 3 clusters Score -2.262341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -22623404.000000 Penalty: 5985.536621
	Iteration 49Q: 3 clusters Score -2.26234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22623402.000000 Penalty: 5985.536621
	Iteration 50Q: 3 clusters Score -2.26234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5985.536621
	Iteration 51Q: 3 clusters Score -2.262339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5985.536621
	Iteration 52F: 3 clusters Score -2.262339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -39752.203125 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -39752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38396.937500 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -38396.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38670.582031 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -38670.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38833.382812 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -38833.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38893.554688 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -38893.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38977.460938 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -38977.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39069.824219 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -39069.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39114.015625 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -39114.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39145.679688 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -39145.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39213.597656 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -39213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39254.703125 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -39254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39296.324219 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -39296.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39317.261719 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -39317.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39322.042969 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -39322.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39324.203125 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -39324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39324.203125 Penalty: 2979.151367
	Iteration 14F: 3 clusters Score -39324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -556724.687500 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -556724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -552547.375000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -552547.4 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -553538.625000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -553538.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -553772.312500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -553772.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -553915.250000 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -553915.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -554010.750000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -554010.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -554085.187500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -554085.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -554150.250000 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -554150.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -554221.687500 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -554221.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -554293.625000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -554293.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -554353.125000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -554353.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -554404.750000 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -554404.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -554452.750000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -554452.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -554498.375000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -554498.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -554526.250000 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -554526.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -554560.437500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -554560.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -554600.437500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -554600.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -554632.312500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -554632.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -554655.750000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -554655.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -554679.375000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -554679.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -554710.375000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -554710.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -554736.937500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -554736.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -554770.000000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -554770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -554802.000000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -554802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -554828.875000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -554828.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -554859.187500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -554859.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -554892.812500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -554892.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -554924.312500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -554924.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -554958.125000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -554958.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -554993.562500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -554993.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -555021.812500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -555021.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -555048.437500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -555048.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -555068.687500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -555068.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -555089.750000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -555089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -555109.437500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -555109.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -555124.937500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -555124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -555138.187500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -555138.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -555151.062500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -555151.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -555161.062500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -555161.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -555171.812500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -555171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -555179.500000 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -555179.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -555185.062500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -555185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -555190.250000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -555190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -555193.937500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -555193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -555199.312500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -555199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -555204.750000 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -555204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -555209.062500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -555209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -555210.875000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -555210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -555212.187500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -555212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -555212.187500 Penalty: 4164.156738
	Iteration 48F: 3 clusters Score -555212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Entering Unmasked Estep 
Score: -22643740.000000 Penalty: 2995.675049
	Iteration 0F: 2 clusters Score -2.264374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -22528544.000000 Penalty: 5991.350098
	Iteration 0F: 3 clusters Score -2.252854e+07 nChanged 84659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -22579350.000000 Penalty: 5991.350098
	Iteration 1F: 3 clusters Score -2.257935e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -22581186.000000 Penalty: 5991.350098
	Iteration 2Q: 3 clusters Score -2.258119e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -22583700.000000 Penalty: 5991.350098
	Iteration 3Q: 3 clusters Score -2.25837e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -22587576.000000 Penalty: 5991.350098
	Iteration 4Q: 3 clusters Score -2.258758e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -22593404.000000 Penalty: 5991.350098
	Iteration 5F: 3 clusters Score -2.25934e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -22601746.000000 Penalty: 5991.350098
	Iteration 6F: 3 clusters Score -2.260175e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -22611526.000000 Penalty: 5991.350098
	Iteration 7F: 3 clusters Score -2.261153e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142783 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -22620514.000000 Penalty: 5991.350098
	Iteration 8F: 3 clusters Score -2.262051e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -22627656.000000 Penalty: 5991.350098
	Iteration 9F: 3 clusters Score -2.262766e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -22632788.000000 Penalty: 5991.350098
	Iteration 10Q: 3 clusters Score -2.263279e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -22636292.000000 Penalty: 5991.350098
	Iteration 11Q: 3 clusters Score -2.263629e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -22638466.000000 Penalty: 5991.350098
	Iteration 12Q: 3 clusters Score -2.263847e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -22639702.000000 Penalty: 5991.350098
	Iteration 13Q: 3 clusters Score -2.26397e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -22640384.000000 Penalty: 5991.350098
	Iteration 14Q: 3 clusters Score -2.264038e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22640694.000000 Penalty: 5991.350098
	Iteration 15Q: 3 clusters Score -2.264069e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -22640970.000000 Penalty: 5991.350098
	Iteration 16Q: 3 clusters Score -2.264097e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22641116.000000 Penalty: 5991.350098
	Iteration 17Q: 3 clusters Score -2.264112e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -22641252.000000 Penalty: 5991.350098
	Iteration 18Q: 3 clusters Score -2.264125e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22641288.000000 Penalty: 5991.350098
	Iteration 19Q: 3 clusters Score -2.264129e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174963 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22641372.000000 Penalty: 5991.350098
	Iteration 20F: 3 clusters Score -2.264137e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175089 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22641356.000000 Penalty: 5991.350098
	Iteration 21Q: 3 clusters Score -2.264136e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22641380.000000 Penalty: 5991.350098
	Iteration 22Q: 3 clusters Score -2.264138e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22641374.000000 Penalty: 5991.350098
	Iteration 23Q: 3 clusters Score -2.264137e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175292 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22641382.000000 Penalty: 5991.350098
	Iteration 24Q: 3 clusters Score -2.264138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22641372.000000 Penalty: 5991.350098
	Iteration 25Q: 3 clusters Score -2.264137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175356 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22641400.000000 Penalty: 5991.350098
	Iteration 26Q: 3 clusters Score -2.26414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22641416.000000 Penalty: 5991.350098
	Iteration 27Q: 3 clusters Score -2.264142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22641420.000000 Penalty: 5991.350098
	Iteration 28Q: 3 clusters Score -2.264142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175396 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22641408.000000 Penalty: 5991.350098
	Iteration 29Q: 3 clusters Score -2.264141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22641400.000000 Penalty: 5991.350098
	Iteration 30Q: 3 clusters Score -2.26414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175425 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22641404.000000 Penalty: 5991.350098
	Iteration 31Q: 3 clusters Score -2.26414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22641396.000000 Penalty: 5991.350098
	Iteration 32Q: 3 clusters Score -2.26414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175437 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -22641394.000000 Penalty: 5991.350098
	Iteration 33Q: 3 clusters Score -2.264139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22641382.000000 Penalty: 5991.350098
	Iteration 34Q: 3 clusters Score -2.264138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22641404.000000 Penalty: 5991.350098
	Iteration 35Q: 3 clusters Score -2.26414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175457 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -22641392.000000 Penalty: 5991.350098
	Iteration 36Q: 3 clusters Score -2.264139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22641408.000000 Penalty: 5991.350098
	Iteration 37Q: 3 clusters Score -2.264141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22641412.000000 Penalty: 5991.350098
	Iteration 38Q: 3 clusters Score -2.264141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22641412.000000 Penalty: 5991.350098
	Iteration 39F: 3 clusters Score -2.264141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Entering Unmasked Estep 
Score: -2473911.250000 Penalty: 2445.772949
	Iteration 0F: 2 clusters Score -2473911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2460298.250000 Penalty: 4891.545898
	Iteration 0F: 3 clusters Score -2460298 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2464888.500000 Penalty: 4891.545898
	Iteration 1F: 3 clusters Score -2464888 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2465293.500000 Penalty: 4891.545898
	Iteration 2F: 3 clusters Score -2465294 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2465626.250000 Penalty: 4891.545898
	Iteration 3Q: 3 clusters Score -2465626 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2465974.000000 Penalty: 4891.545898
	Iteration 4Q: 3 clusters Score -2465974 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2466412.750000 Penalty: 4891.545898
	Iteration 5Q: 3 clusters Score -2466413 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2466971.750000 Penalty: 4891.545898
	Iteration 6Q: 3 clusters Score -2466972 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2467656.000000 Penalty: 4891.545898
	Iteration 7F: 3 clusters Score -2467656 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2468547.750000 Penalty: 4891.545898
	Iteration 8F: 3 clusters Score -2468548 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2469513.500000 Penalty: 4891.545898
	Iteration 9F: 3 clusters Score -2469514 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2470479.750000 Penalty: 4891.545898
	Iteration 10F: 3 clusters Score -2470480 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2471150.500000 Penalty: 4891.545898
	Iteration 11Q: 3 clusters Score -2471150 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2471555.250000 Penalty: 4891.545898
	Iteration 12Q: 3 clusters Score -2471555 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2471804.500000 Penalty: 4891.545898
	Iteration 13Q: 3 clusters Score -2471804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2471946.250000 Penalty: 4891.545898
	Iteration 14Q: 3 clusters Score -2471946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2472036.750000 Penalty: 4891.545898
	Iteration 15Q: 3 clusters Score -2472037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2472096.750000 Penalty: 4891.545898
	Iteration 16Q: 3 clusters Score -2472097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2472140.500000 Penalty: 4891.545898
	Iteration 17Q: 3 clusters Score -2472140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2472154.000000 Penalty: 4891.545898
	Iteration 18Q: 3 clusters Score -2472154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2472176.250000 Penalty: 4891.545898
	Iteration 19Q: 3 clusters Score -2472176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2472183.000000 Penalty: 4891.545898
	Iteration 20F: 3 clusters Score -2472183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2472190.000000 Penalty: 4891.545898
	Iteration 21Q: 3 clusters Score -2472190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2472206.000000 Penalty: 4891.545898
	Iteration 22Q: 3 clusters Score -2472206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2472212.000000 Penalty: 4891.545898
	Iteration 23Q: 3 clusters Score -2472212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2472221.500000 Penalty: 4891.545898
	Iteration 24Q: 3 clusters Score -2472222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2472222.250000 Penalty: 4891.545898
	Iteration 25Q: 3 clusters Score -2472222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2472224.750000 Penalty: 4891.545898
	Iteration 26Q: 3 clusters Score -2472225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2472224.500000 Penalty: 4891.545898
	Iteration 27Q: 3 clusters Score -2472224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2472231.750000 Penalty: 4891.545898
	Iteration 28Q: 3 clusters Score -2472232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2472236.750000 Penalty: 4891.545898
	Iteration 29Q: 3 clusters Score -2472237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2472256.750000 Penalty: 4891.545898
	Iteration 30Q: 3 clusters Score -2472257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2472274.000000 Penalty: 4891.545898
	Iteration 31Q: 3 clusters Score -2472274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2472294.500000 Penalty: 4891.545898
	Iteration 32Q: 3 clusters Score -2472294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2472310.000000 Penalty: 4891.545898
	Iteration 33Q: 3 clusters Score -2472310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2472324.500000 Penalty: 4891.545898
	Iteration 34Q: 3 clusters Score -2472324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2472341.750000 Penalty: 4891.545898
	Iteration 35Q: 3 clusters Score -2472342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2472347.750000 Penalty: 4891.545898
	Iteration 36Q: 3 clusters Score -2472348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2472357.750000 Penalty: 4891.545898
	Iteration 37Q: 3 clusters Score -2472358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2472368.500000 Penalty: 4891.545898
	Iteration 38Q: 3 clusters Score -2472368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2472378.500000 Penalty: 4891.545898
	Iteration 39Q: 3 clusters Score -2472378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2472384.750000 Penalty: 4891.545898
	Iteration 40F: 3 clusters Score -2472385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2472397.500000 Penalty: 4891.545898
	Iteration 41Q: 3 clusters Score -2472398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2472402.750000 Penalty: 4891.545898
	Iteration 42Q: 3 clusters Score -2472403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2472403.250000 Penalty: 4891.545898
	Iteration 43Q: 3 clusters Score -2472403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2472409.750000 Penalty: 4891.545898
	Iteration 44Q: 3 clusters Score -2472410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2472410.250000 Penalty: 4891.545898
	Iteration 45Q: 3 clusters Score -2472410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2472409.750000 Penalty: 4891.545898
	Iteration 46Q: 3 clusters Score -2472410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2472412.000000 Penalty: 4891.545898
	Iteration 47Q: 3 clusters Score -2472412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2472411.000000 Penalty: 4891.545898
	Iteration 48Q: 3 clusters Score -2472411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2472409.750000 Penalty: 4891.545898
	Iteration 49Q: 3 clusters Score -2472410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2472415.250000 Penalty: 4891.545898
	Iteration 50Q: 3 clusters Score -2472415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2472413.500000 Penalty: 4891.545898
	Iteration 51Q: 3 clusters Score -2472414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2472410.250000 Penalty: 4891.545898
	Iteration 52Q: 3 clusters Score -2472410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2472410.250000 Penalty: 4891.545898
	Iteration 53F: 3 clusters Score -2472410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (185854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Entering Unmasked Estep 
Score: -23857224.000000 Penalty: 3008.913818
	Iteration 0F: 2 clusters Score -2.385722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -23736362.000000 Penalty: 6017.827637
	Iteration 0F: 3 clusters Score -2.373636e+07 nChanged 89509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -23789164.000000 Penalty: 6017.827637
	Iteration 1F: 3 clusters Score -2.378916e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -23791278.000000 Penalty: 6017.827637
	Iteration 2Q: 3 clusters Score -2.379128e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -23793848.000000 Penalty: 6017.827637
	Iteration 3Q: 3 clusters Score -2.379385e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -23798402.000000 Penalty: 6017.827637
	Iteration 4Q: 3 clusters Score -2.37984e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -23805138.000000 Penalty: 6017.827637
	Iteration 5F: 3 clusters Score -2.380514e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -23814450.000000 Penalty: 6017.827637
	Iteration 6F: 3 clusters Score -2.381445e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -23823658.000000 Penalty: 6017.827637
	Iteration 7F: 3 clusters Score -2.382366e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -23830816.000000 Penalty: 6017.827637
	Iteration 8F: 3 clusters Score -2.383082e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -23834668.000000 Penalty: 6017.827637
	Iteration 9Q: 3 clusters Score -2.383467e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -23836706.000000 Penalty: 6017.827637
	Iteration 10Q: 3 clusters Score -2.383671e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -23837716.000000 Penalty: 6017.827637
	Iteration 11Q: 3 clusters Score -2.383772e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -23838578.000000 Penalty: 6017.827637
	Iteration 12Q: 3 clusters Score -2.383858e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -23839168.000000 Penalty: 6017.827637
	Iteration 13Q: 3 clusters Score -2.383917e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -23840052.000000 Penalty: 6017.827637
	Iteration 14Q: 3 clusters Score -2.384005e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -23840816.000000 Penalty: 6017.827637
	Iteration 15Q: 3 clusters Score -2.384082e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -23841590.000000 Penalty: 6017.827637
	Iteration 16Q: 3 clusters Score -2.384159e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -23842290.000000 Penalty: 6017.827637
	Iteration 17Q: 3 clusters Score -2.384229e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -23842866.000000 Penalty: 6017.827637
	Iteration 18Q: 3 clusters Score -2.384287e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 121386 members 
Entering Unmasked Estep 
Score: -23843510.000000 Penalty: 6017.827637
	Iteration 19Q: 3 clusters Score -2.384351e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 121982 members 
Entering Unmasked Estep 
Score: -23843966.000000 Penalty: 6017.827637
	Iteration 20F: 3 clusters Score -2.384397e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
Score: -23844206.000000 Penalty: 6017.827637
	Iteration 21Q: 3 clusters Score -2.384421e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -23844510.000000 Penalty: 6017.827637
	Iteration 22Q: 3 clusters Score -2.384451e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -23844702.000000 Penalty: 6017.827637
	Iteration 23Q: 3 clusters Score -2.38447e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -23845060.000000 Penalty: 6017.827637
	Iteration 24Q: 3 clusters Score -2.384506e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -23845240.000000 Penalty: 6017.827637
	Iteration 25Q: 3 clusters Score -2.384524e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 126637 members 
Entering Unmasked Estep 
Score: -23845442.000000 Penalty: 6017.827637
	Iteration 26Q: 3 clusters Score -2.384544e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 127551 members 
Entering Unmasked Estep 
Score: -23845528.000000 Penalty: 6017.827637
	Iteration 27Q: 3 clusters Score -2.384553e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 128496 members 
Entering Unmasked Estep 
Score: -23845680.000000 Penalty: 6017.827637
	Iteration 28Q: 3 clusters Score -2.384568e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -23845840.000000 Penalty: 6017.827637
	Iteration 29Q: 3 clusters Score -2.384584e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -23845934.000000 Penalty: 6017.827637
	Iteration 30Q: 3 clusters Score -2.384593e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -23846042.000000 Penalty: 6017.827637
	Iteration 31Q: 3 clusters Score -2.384604e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 132649 members 
Entering Unmasked Estep 
Score: -23846260.000000 Penalty: 6017.827637
	Iteration 32Q: 3 clusters Score -2.384626e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 133798 members 
Entering Unmasked Estep 
Score: -23846412.000000 Penalty: 6017.827637
	Iteration 33Q: 3 clusters Score -2.384641e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -23846606.000000 Penalty: 6017.827637
	Iteration 34Q: 3 clusters Score -2.384661e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 136222 members 
Entering Unmasked Estep 
Score: -23846798.000000 Penalty: 6017.827637
	Iteration 35Q: 3 clusters Score -2.38468e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -23846912.000000 Penalty: 6017.827637
	Iteration 36Q: 3 clusters Score -2.384691e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -23847166.000000 Penalty: 6017.827637
	Iteration 37Q: 3 clusters Score -2.384717e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -23847374.000000 Penalty: 6017.827637
	Iteration 38Q: 3 clusters Score -2.384737e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 141490 members 
Entering Unmasked Estep 
Score: -23847652.000000 Penalty: 6017.827637
	Iteration 39Q: 3 clusters Score -2.384765e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -23847904.000000 Penalty: 6017.827637
	Iteration 40F: 3 clusters Score -2.38479e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -23848290.000000 Penalty: 6017.827637
	Iteration 41Q: 3 clusters Score -2.384829e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -23848560.000000 Penalty: 6017.827637
	Iteration 42Q: 3 clusters Score -2.384856e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -23848896.000000 Penalty: 6017.827637
	Iteration 43Q: 3 clusters Score -2.38489e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -23849238.000000 Penalty: 6017.827637
	Iteration 44Q: 3 clusters Score -2.384924e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -23849550.000000 Penalty: 6017.827637
	Iteration 45Q: 3 clusters Score -2.384955e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -23849864.000000 Penalty: 6017.827637
	Iteration 46Q: 3 clusters Score -2.384986e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -23850168.000000 Penalty: 6017.827637
	Iteration 47Q: 3 clusters Score -2.385017e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -23850392.000000 Penalty: 6017.827637
	Iteration 48Q: 3 clusters Score -2.385039e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -23850742.000000 Penalty: 6017.827637
	Iteration 49Q: 3 clusters Score -2.385074e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -23851094.000000 Penalty: 6017.827637
	Iteration 50Q: 3 clusters Score -2.385109e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -23851364.000000 Penalty: 6017.827637
	Iteration 51Q: 3 clusters Score -2.385136e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -23851648.000000 Penalty: 6017.827637
	Iteration 52Q: 3 clusters Score -2.385165e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 162493 members 
Entering Unmasked Estep 
Score: -23851932.000000 Penalty: 6017.827637
	Iteration 53Q: 3 clusters Score -2.385193e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -23852272.000000 Penalty: 6017.827637
	Iteration 54Q: 3 clusters Score -2.385227e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -23852440.000000 Penalty: 6017.827637
	Iteration 55Q: 3 clusters Score -2.385244e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 165779 members 
Entering Unmasked Estep 
Score: -23852570.000000 Penalty: 6017.827637
	Iteration 56Q: 3 clusters Score -2.385257e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -23852688.000000 Penalty: 6017.827637
	Iteration 57Q: 3 clusters Score -2.385269e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -23852830.000000 Penalty: 6017.827637
	Iteration 58Q: 3 clusters Score -2.385283e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 168486 members 
Entering Unmasked Estep 
Score: -23852910.000000 Penalty: 6017.827637
	Iteration 59Q: 3 clusters Score -2.385291e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 169295 members 
Entering Unmasked Estep 
Score: -23853062.000000 Penalty: 6017.827637
	Iteration 60F: 3 clusters Score -2.385306e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -23853166.000000 Penalty: 6017.827637
	Iteration 61Q: 3 clusters Score -2.385317e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 170740 members 
Entering Unmasked Estep 
Score: -23853252.000000 Penalty: 6017.827637
	Iteration 62Q: 3 clusters Score -2.385325e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -23853456.000000 Penalty: 6017.827637
	Iteration 63Q: 3 clusters Score -2.385346e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 172043 members 
Entering Unmasked Estep 
Score: -23853580.000000 Penalty: 6017.827637
	Iteration 64Q: 3 clusters Score -2.385358e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -23853648.000000 Penalty: 6017.827637
	Iteration 65Q: 3 clusters Score -2.385365e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -23853712.000000 Penalty: 6017.827637
	Iteration 66Q: 3 clusters Score -2.385371e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -23853688.000000 Penalty: 6017.827637
	Iteration 67Q: 3 clusters Score -2.385369e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 174202 members 
Entering Unmasked Estep 
Score: -23853736.000000 Penalty: 6017.827637
	Iteration 68Q: 3 clusters Score -2.385374e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -23853790.000000 Penalty: 6017.827637
	Iteration 69Q: 3 clusters Score -2.385379e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -23853812.000000 Penalty: 6017.827637
	Iteration 70Q: 3 clusters Score -2.385381e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -23853854.000000 Penalty: 6017.827637
	Iteration 71Q: 3 clusters Score -2.385385e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -23853932.000000 Penalty: 6017.827637
	Iteration 72Q: 3 clusters Score -2.385393e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 176231 members 
Entering Unmasked Estep 
Score: -23853978.000000 Penalty: 6017.827637
	Iteration 73Q: 3 clusters Score -2.385398e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -23854056.000000 Penalty: 6017.827637
	Iteration 74Q: 3 clusters Score -2.385406e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 176922 members 
Entering Unmasked Estep 
Score: -23854202.000000 Penalty: 6017.827637
	Iteration 75Q: 3 clusters Score -2.38542e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -23854260.000000 Penalty: 6017.827637
	Iteration 76Q: 3 clusters Score -2.385426e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -23854244.000000 Penalty: 6017.827637
	Iteration 77Q: 3 clusters Score -2.385424e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -23854258.000000 Penalty: 6017.827637
	Iteration 78Q: 3 clusters Score -2.385426e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 177910 members 
Entering Unmasked Estep 
Score: -23854206.000000 Penalty: 6017.827637
	Iteration 79Q: 3 clusters Score -2.385421e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -23854284.000000 Penalty: 6017.827637
	Iteration 80F: 3 clusters Score -2.385428e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -23854288.000000 Penalty: 6017.827637
	Iteration 81Q: 3 clusters Score -2.385429e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -23854316.000000 Penalty: 6017.827637
	Iteration 82Q: 3 clusters Score -2.385432e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 178584 members 
Entering Unmasked Estep 
Score: -23854328.000000 Penalty: 6017.827637
	Iteration 83Q: 3 clusters Score -2.385433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 178726 members 
Entering Unmasked Estep 
Score: -23854320.000000 Penalty: 6017.827637
	Iteration 84Q: 3 clusters Score -2.385432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -23854362.000000 Penalty: 6017.827637
	Iteration 85Q: 3 clusters Score -2.385436e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -23854386.000000 Penalty: 6017.827637
	Iteration 86Q: 3 clusters Score -2.385439e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23854422.000000 Penalty: 6017.827637
	Iteration 87Q: 3 clusters Score -2.385442e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -23854486.000000 Penalty: 6017.827637
	Iteration 88Q: 3 clusters Score -2.385449e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -23854456.000000 Penalty: 6017.827637
	Iteration 89Q: 3 clusters Score -2.385446e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 179591 members 
Entering Unmasked Estep 
Score: -23854472.000000 Penalty: 6017.827637
	Iteration 90Q: 3 clusters Score -2.385447e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -23854506.000000 Penalty: 6017.827637
	Iteration 91Q: 3 clusters Score -2.385451e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 179815 members 
Entering Unmasked Estep 
Score: -23854464.000000 Penalty: 6017.827637
	Iteration 92Q: 3 clusters Score -2.385446e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -23854472.000000 Penalty: 6017.827637
	Iteration 93Q: 3 clusters Score -2.385447e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 180017 members 
Entering Unmasked Estep 
Score: -23854504.000000 Penalty: 6017.827637
	Iteration 94Q: 3 clusters Score -2.38545e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 180106 members 
Entering Unmasked Estep 
Score: -23854490.000000 Penalty: 6017.827637
	Iteration 95Q: 3 clusters Score -2.385449e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 180202 members 
Entering Unmasked Estep 
Score: -23854530.000000 Penalty: 6017.827637
	Iteration 96Q: 3 clusters Score -2.385453e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 180304 members 
Entering Unmasked Estep 
Score: -23854522.000000 Penalty: 6017.827637
	Iteration 97Q: 3 clusters Score -2.385452e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -23854512.000000 Penalty: 6017.827637
	Iteration 98Q: 3 clusters Score -2.385451e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -23854594.000000 Penalty: 6017.827637
	Iteration 99Q: 3 clusters Score -2.385459e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 180568 members 
Entering Unmasked Estep 
Score: -23854574.000000 Penalty: 6017.827637
	Iteration 100F: 3 clusters Score -2.385457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -23854632.000000 Penalty: 6017.827637
	Iteration 101Q: 3 clusters Score -2.385463e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 180713 members 
Entering Unmasked Estep 
Score: -23854666.000000 Penalty: 6017.827637
	Iteration 102Q: 3 clusters Score -2.385467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 180785 members 
Entering Unmasked Estep 
Score: -23854684.000000 Penalty: 6017.827637
	Iteration 103Q: 3 clusters Score -2.385468e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -23854674.000000 Penalty: 6017.827637
	Iteration 104Q: 3 clusters Score -2.385467e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -23854690.000000 Penalty: 6017.827637
	Iteration 105Q: 3 clusters Score -2.385469e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -23854694.000000 Penalty: 6017.827637
	Iteration 106Q: 3 clusters Score -2.385469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -23854678.000000 Penalty: 6017.827637
	Iteration 107Q: 3 clusters Score -2.385468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -23854688.000000 Penalty: 6017.827637
	Iteration 108Q: 3 clusters Score -2.385469e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 181048 members 
Entering Unmasked Estep 
Score: -23854690.000000 Penalty: 6017.827637
	Iteration 109Q: 3 clusters Score -2.385469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 181076 members 
Entering Unmasked Estep 
Score: -23854722.000000 Penalty: 6017.827637
	Iteration 110Q: 3 clusters Score -2.385472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 181103 members 
Entering Unmasked Estep 
Score: -23854710.000000 Penalty: 6017.827637
	Iteration 111Q: 3 clusters Score -2.385471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -23854696.000000 Penalty: 6017.827637
	Iteration 112Q: 3 clusters Score -2.38547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -23854728.000000 Penalty: 6017.827637
	Iteration 113Q: 3 clusters Score -2.385473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 181163 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 114Q: 3 clusters Score -2.385475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 181175 members 
Entering Unmasked Estep 
Score: -23854756.000000 Penalty: 6017.827637
	Iteration 115Q: 3 clusters Score -2.385476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 181188 members 
Entering Unmasked Estep 
Score: -23854744.000000 Penalty: 6017.827637
	Iteration 116Q: 3 clusters Score -2.385474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -23854742.000000 Penalty: 6017.827637
	Iteration 117Q: 3 clusters Score -2.385474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 181212 members 
Entering Unmasked Estep 
Score: -23854732.000000 Penalty: 6017.827637
	Iteration 118Q: 3 clusters Score -2.385473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 181222 members 
Entering Unmasked Estep 
Score: -23854736.000000 Penalty: 6017.827637
	Iteration 119Q: 3 clusters Score -2.385474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -23854734.000000 Penalty: 6017.827637
	Iteration 120F: 3 clusters Score -2.385473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 181237 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 121Q: 3 clusters Score -2.385475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 181253 members 
Entering Unmasked Estep 
Score: -23854742.000000 Penalty: 6017.827637
	Iteration 122Q: 3 clusters Score -2.385474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 181267 members 
Entering Unmasked Estep 
Score: -23854752.000000 Penalty: 6017.827637
	Iteration 123Q: 3 clusters Score -2.385475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -23854738.000000 Penalty: 6017.827637
	Iteration 124Q: 3 clusters Score -2.385474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -23854734.000000 Penalty: 6017.827637
	Iteration 125Q: 3 clusters Score -2.385473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 181315 members 
Entering Unmasked Estep 
Score: -23854762.000000 Penalty: 6017.827637
	Iteration 126Q: 3 clusters Score -2.385476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -23854756.000000 Penalty: 6017.827637
	Iteration 127Q: 3 clusters Score -2.385476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -23854738.000000 Penalty: 6017.827637
	Iteration 128Q: 3 clusters Score -2.385474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 181366 members 
Entering Unmasked Estep 
Score: -23854748.000000 Penalty: 6017.827637
	Iteration 129Q: 3 clusters Score -2.385475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 181379 members 
Entering Unmasked Estep 
Score: -23854736.000000 Penalty: 6017.827637
	Iteration 130Q: 3 clusters Score -2.385474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -23854754.000000 Penalty: 6017.827637
	Iteration 131Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -23854756.000000 Penalty: 6017.827637
	Iteration 132Q: 3 clusters Score -2.385476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -23854750.000000 Penalty: 6017.827637
	Iteration 133Q: 3 clusters Score -2.385475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 181411 members 
Entering Unmasked Estep 
Score: -23854754.000000 Penalty: 6017.827637
	Iteration 134Q: 3 clusters Score -2.385475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 181419 members 
Entering Unmasked Estep 
Score: -23854760.000000 Penalty: 6017.827637
	Iteration 135Q: 3 clusters Score -2.385476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 181431 members 
Entering Unmasked Estep 
Score: -23854760.000000 Penalty: 6017.827637
	Iteration 136Q: 3 clusters Score -2.385476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 181444 members 
Entering Unmasked Estep 
Score: -23854736.000000 Penalty: 6017.827637
	Iteration 137Q: 3 clusters Score -2.385474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 181452 members 
Entering Unmasked Estep 
Score: -23854736.000000 Penalty: 6017.827637
	Iteration 138Q: 3 clusters Score -2.385474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 181466 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 139Q: 3 clusters Score -2.385475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 181493 members 
Entering Unmasked Estep 
Score: -23854740.000000 Penalty: 6017.827637
	Iteration 140F: 3 clusters Score -2.385474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 181510 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 141Q: 3 clusters Score -2.385475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 181523 members 
Entering Unmasked Estep 
Score: -23854758.000000 Penalty: 6017.827637
	Iteration 142Q: 3 clusters Score -2.385476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 181531 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 143Q: 3 clusters Score -2.385475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 144Q: 3 clusters Score -2.385475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -23854760.000000 Penalty: 6017.827637
	Iteration 145Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -23854756.000000 Penalty: 6017.827637
	Iteration 146Q: 3 clusters Score -2.385476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 181557 members 
Entering Unmasked Estep 
Score: -23854762.000000 Penalty: 6017.827637
	Iteration 147Q: 3 clusters Score -2.385476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 181557 members 
Entering Unmasked Estep 
Score: -23854760.000000 Penalty: 6017.827637
	Iteration 148Q: 3 clusters Score -2.385476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 181558 members 
Entering Unmasked Estep 
Score: -23854768.000000 Penalty: 6017.827637
	Iteration 149Q: 3 clusters Score -2.385477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 181559 members 
Entering Unmasked Estep 
Score: -23854764.000000 Penalty: 6017.827637
	Iteration 150Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 181562 members 
Entering Unmasked Estep 
Score: -23854758.000000 Penalty: 6017.827637
	Iteration 151Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -23854750.000000 Penalty: 6017.827637
	Iteration 152Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 181577 members 
Entering Unmasked Estep 
Score: -23854750.000000 Penalty: 6017.827637
	Iteration 153Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -23854764.000000 Penalty: 6017.827637
	Iteration 154Q: 3 clusters Score -2.385476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -23854774.000000 Penalty: 6017.827637
	Iteration 155Q: 3 clusters Score -2.385477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 181603 members 
Entering Unmasked Estep 
Score: -23854768.000000 Penalty: 6017.827637
	Iteration 156Q: 3 clusters Score -2.385477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 181611 members 
Entering Unmasked Estep 
Score: -23854750.000000 Penalty: 6017.827637
	Iteration 157Q: 3 clusters Score -2.385475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -23854758.000000 Penalty: 6017.827637
	Iteration 158Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 181622 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 159Q: 3 clusters Score -2.385475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 181629 members 
Entering Unmasked Estep 
Score: -23854758.000000 Penalty: 6017.827637
	Iteration 160F: 3 clusters Score -2.385476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 181638 members 
Entering Unmasked Estep 
Score: -23854736.000000 Penalty: 6017.827637
	Iteration 161Q: 3 clusters Score -2.385474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -23854760.000000 Penalty: 6017.827637
	Iteration 162Q: 3 clusters Score -2.385476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 163Q: 3 clusters Score -2.385475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 181649 members 
Entering Unmasked Estep 
Score: -23854748.000000 Penalty: 6017.827637
	Iteration 164Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -23854746.000000 Penalty: 6017.827637
	Iteration 165Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 181653 members 
Entering Unmasked Estep 
Score: -23854754.000000 Penalty: 6017.827637
	Iteration 166Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 181655 members 
Entering Unmasked Estep 
Score: -23854748.000000 Penalty: 6017.827637
	Iteration 167Q: 3 clusters Score -2.385475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 181656 members 
Entering Unmasked Estep 
Score: -23854734.000000 Penalty: 6017.827637
	Iteration 168Q: 3 clusters Score -2.385473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 181657 members 
Entering Unmasked Estep 
Score: -23854744.000000 Penalty: 6017.827637
	Iteration 169Q: 3 clusters Score -2.385474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -23854750.000000 Penalty: 6017.827637
	Iteration 170Q: 3 clusters Score -2.385475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -23854754.000000 Penalty: 6017.827637
	Iteration 171Q: 3 clusters Score -2.385475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -23854754.000000 Penalty: 6017.827637
	Iteration 172F: 3 clusters Score -2.385475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -115249.062500 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -115249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113398.773438 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -113398.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -113833.796875 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -113833.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113980.867188 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -113980.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -114088.500000 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -114088.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114179.132812 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -114179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -114211.210938 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -114211.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114234.210938 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -114234.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114255.039062 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -114255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114262.718750 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -114262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114267.179688 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -114267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114269.328125 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -114269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114269.328125 Penalty: 3408.061279
	Iteration 11F: 3 clusters Score -114269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1099714.750000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -1099715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1092798.250000 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -1092798 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1095438.250000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -1095438 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1096328.625000 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -1096329 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1097095.750000 Penalty: 4517.226074
	Iteration 3F: 3 clusters Score -1097096 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1097668.625000 Penalty: 4517.226074
	Iteration 4F: 3 clusters Score -1097669 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1098042.625000 Penalty: 4517.226074
	Iteration 5F: 3 clusters Score -1098043 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1098264.250000 Penalty: 4517.226074
	Iteration 6Q: 3 clusters Score -1098264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1098383.250000 Penalty: 4517.226074
	Iteration 7Q: 3 clusters Score -1098383 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1098457.500000 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -1098458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1098520.750000 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -1098521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1098554.125000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -1098554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1098592.625000 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -1098593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1098622.500000 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -1098622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1098651.250000 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -1098651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1098678.500000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -1098678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1098708.125000 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -1098708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1098732.500000 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -1098732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1098754.000000 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -1098754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1098769.750000 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -1098770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1098785.500000 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -1098786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1098799.250000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -1098799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1098816.125000 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -1098816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1098825.250000 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -1098825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1098837.500000 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -1098838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1098847.250000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -1098847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1098857.875000 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -1098858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1098863.000000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -1098863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1098867.125000 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -1098867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1098871.000000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -1098871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1098876.125000 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -1098876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1098886.625000 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -1098887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1098893.625000 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -1098894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1098899.000000 Penalty: 4517.226074
	Iteration 32Q: 3 clusters Score -1098899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1098901.375000 Penalty: 4517.226074
	Iteration 33Q: 3 clusters Score -1098901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1098905.625000 Penalty: 4517.226074
	Iteration 34Q: 3 clusters Score -1098906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1098909.875000 Penalty: 4517.226074
	Iteration 35Q: 3 clusters Score -1098910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1098911.375000 Penalty: 4517.226074
	Iteration 36Q: 3 clusters Score -1098911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1098913.375000 Penalty: 4517.226074
	Iteration 37Q: 3 clusters Score -1098913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1098914.875000 Penalty: 4517.226074
	Iteration 38Q: 3 clusters Score -1098915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1098916.875000 Penalty: 4517.226074
	Iteration 39Q: 3 clusters Score -1098917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1098919.875000 Penalty: 4517.226074
	Iteration 40F: 3 clusters Score -1098920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1098920.375000 Penalty: 4517.226074
	Iteration 41Q: 3 clusters Score -1098920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1098922.000000 Penalty: 4517.226074
	Iteration 42Q: 3 clusters Score -1098922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1098922.000000 Penalty: 4517.226074
	Iteration 43F: 3 clusters Score -1098922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Entering Unmasked Estep 
Score: -7442125.000000 Penalty: 2716.226074
	Iteration 0F: 2 clusters Score -7442125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -7403526.000000 Penalty: 5432.452148
	Iteration 0F: 3 clusters Score -7403526 nChanged 26567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7418243.500000 Penalty: 5432.452148
	Iteration 1F: 3 clusters Score -7418244 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7418731.500000 Penalty: 5432.452148
	Iteration 2Q: 3 clusters Score -7418732 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -7419248.500000 Penalty: 5432.452148
	Iteration 3Q: 3 clusters Score -7419248 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7419758.000000 Penalty: 5432.452148
	Iteration 4Q: 3 clusters Score -7419758 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -7420374.000000 Penalty: 5432.452148
	Iteration 5Q: 3 clusters Score -7420374 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -7421146.000000 Penalty: 5432.452148
	Iteration 6Q: 3 clusters Score -7421146 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7422216.000000 Penalty: 5432.452148
	Iteration 7Q: 3 clusters Score -7422216 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -7423416.000000 Penalty: 5432.452148
	Iteration 8Q: 3 clusters Score -7423416 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -7424853.500000 Penalty: 5432.452148
	Iteration 9Q: 3 clusters Score -7424854 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -7426627.500000 Penalty: 5432.452148
	Iteration 10F: 3 clusters Score -7426628 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7428735.000000 Penalty: 5432.452148
	Iteration 11F: 3 clusters Score -7428735 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7430899.000000 Penalty: 5432.452148
	Iteration 12F: 3 clusters Score -7430899 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -7432546.500000 Penalty: 5432.452148
	Iteration 13F: 3 clusters Score -7432546 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -7433379.500000 Penalty: 5432.452148
	Iteration 14Q: 3 clusters Score -7433380 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -7433737.500000 Penalty: 5432.452148
	Iteration 15Q: 3 clusters Score -7433738 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -7433953.500000 Penalty: 5432.452148
	Iteration 16Q: 3 clusters Score -7433954 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -7434092.000000 Penalty: 5432.452148
	Iteration 17Q: 3 clusters Score -7434092 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7434163.500000 Penalty: 5432.452148
	Iteration 18Q: 3 clusters Score -7434164 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -7434220.000000 Penalty: 5432.452148
	Iteration 19Q: 3 clusters Score -7434220 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -7434331.000000 Penalty: 5432.452148
	Iteration 20F: 3 clusters Score -7434331 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -7434423.500000 Penalty: 5432.452148
	Iteration 21Q: 3 clusters Score -7434424 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -7434549.000000 Penalty: 5432.452148
	Iteration 22Q: 3 clusters Score -7434549 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -7434672.500000 Penalty: 5432.452148
	Iteration 23Q: 3 clusters Score -7434672 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -7434753.000000 Penalty: 5432.452148
	Iteration 24Q: 3 clusters Score -7434753 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -7434840.000000 Penalty: 5432.452148
	Iteration 25Q: 3 clusters Score -7434840 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -7434947.500000 Penalty: 5432.452148
	Iteration 26Q: 3 clusters Score -7434948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7435060.000000 Penalty: 5432.452148
	Iteration 27Q: 3 clusters Score -7435060 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -7435239.500000 Penalty: 5432.452148
	Iteration 28Q: 3 clusters Score -7435240 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -7435333.500000 Penalty: 5432.452148
	Iteration 29Q: 3 clusters Score -7435334 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7435454.000000 Penalty: 5432.452148
	Iteration 30Q: 3 clusters Score -7435454 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -7435572.000000 Penalty: 5432.452148
	Iteration 31Q: 3 clusters Score -7435572 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7435690.000000 Penalty: 5432.452148
	Iteration 32Q: 3 clusters Score -7435690 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7435852.500000 Penalty: 5432.452148
	Iteration 33Q: 3 clusters Score -7435852 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7436017.000000 Penalty: 5432.452148
	Iteration 34Q: 3 clusters Score -7436017 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -7436163.500000 Penalty: 5432.452148
	Iteration 35Q: 3 clusters Score -7436164 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7436343.500000 Penalty: 5432.452148
	Iteration 36Q: 3 clusters Score -7436344 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -7436509.000000 Penalty: 5432.452148
	Iteration 37Q: 3 clusters Score -7436509 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -7436630.000000 Penalty: 5432.452148
	Iteration 38Q: 3 clusters Score -7436630 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -7436774.500000 Penalty: 5432.452148
	Iteration 39Q: 3 clusters Score -7436774 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -7436941.000000 Penalty: 5432.452148
	Iteration 40F: 3 clusters Score -7436941 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -7437044.500000 Penalty: 5432.452148
	Iteration 41Q: 3 clusters Score -7437044 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -7437168.000000 Penalty: 5432.452148
	Iteration 42Q: 3 clusters Score -7437168 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -7437311.500000 Penalty: 5432.452148
	Iteration 43Q: 3 clusters Score -7437312 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7437483.500000 Penalty: 5432.452148
	Iteration 44Q: 3 clusters Score -7437484 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -7437621.000000 Penalty: 5432.452148
	Iteration 45Q: 3 clusters Score -7437621 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -7437796.000000 Penalty: 5432.452148
	Iteration 46Q: 3 clusters Score -7437796 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -7437899.500000 Penalty: 5432.452148
	Iteration 47Q: 3 clusters Score -7437900 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -7438041.500000 Penalty: 5432.452148
	Iteration 48Q: 3 clusters Score -7438042 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -7438151.000000 Penalty: 5432.452148
	Iteration 49Q: 3 clusters Score -7438151 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7438246.000000 Penalty: 5432.452148
	Iteration 50Q: 3 clusters Score -7438246 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -7438350.500000 Penalty: 5432.452148
	Iteration 51Q: 3 clusters Score -7438350 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -7438411.500000 Penalty: 5432.452148
	Iteration 52Q: 3 clusters Score -7438412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -7438541.500000 Penalty: 5432.452148
	Iteration 53Q: 3 clusters Score -7438542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -7438637.000000 Penalty: 5432.452148
	Iteration 54Q: 3 clusters Score -7438637 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -7438743.000000 Penalty: 5432.452148
	Iteration 55Q: 3 clusters Score -7438743 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7438886.500000 Penalty: 5432.452148
	Iteration 56Q: 3 clusters Score -7438886 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -7439004.000000 Penalty: 5432.452148
	Iteration 57Q: 3 clusters Score -7439004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7439128.500000 Penalty: 5432.452148
	Iteration 58Q: 3 clusters Score -7439128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7439235.000000 Penalty: 5432.452148
	Iteration 59Q: 3 clusters Score -7439235 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -7439329.000000 Penalty: 5432.452148
	Iteration 60F: 3 clusters Score -7439329 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7439428.000000 Penalty: 5432.452148
	Iteration 61Q: 3 clusters Score -7439428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -7439493.500000 Penalty: 5432.452148
	Iteration 62Q: 3 clusters Score -7439494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7439549.500000 Penalty: 5432.452148
	Iteration 63Q: 3 clusters Score -7439550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7439583.500000 Penalty: 5432.452148
	Iteration 64Q: 3 clusters Score -7439584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -7439638.500000 Penalty: 5432.452148
	Iteration 65Q: 3 clusters Score -7439638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7439693.000000 Penalty: 5432.452148
	Iteration 66Q: 3 clusters Score -7439693 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7439773.000000 Penalty: 5432.452148
	Iteration 67Q: 3 clusters Score -7439773 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -7439812.500000 Penalty: 5432.452148
	Iteration 68Q: 3 clusters Score -7439812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -7439842.000000 Penalty: 5432.452148
	Iteration 69Q: 3 clusters Score -7439842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -7439872.500000 Penalty: 5432.452148
	Iteration 70Q: 3 clusters Score -7439872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -7439903.000000 Penalty: 5432.452148
	Iteration 71Q: 3 clusters Score -7439903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -7439941.500000 Penalty: 5432.452148
	Iteration 72Q: 3 clusters Score -7439942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -7439969.500000 Penalty: 5432.452148
	Iteration 73Q: 3 clusters Score -7439970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7439995.500000 Penalty: 5432.452148
	Iteration 74Q: 3 clusters Score -7439996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -7440010.000000 Penalty: 5432.452148
	Iteration 75Q: 3 clusters Score -7440010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -7440014.500000 Penalty: 5432.452148
	Iteration 76Q: 3 clusters Score -7440014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7440032.000000 Penalty: 5432.452148
	Iteration 77Q: 3 clusters Score -7440032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7440050.500000 Penalty: 5432.452148
	Iteration 78Q: 3 clusters Score -7440050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7440065.000000 Penalty: 5432.452148
	Iteration 79Q: 3 clusters Score -7440065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7440075.000000 Penalty: 5432.452148
	Iteration 80F: 3 clusters Score -7440075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -7440092.000000 Penalty: 5432.452148
	Iteration 81Q: 3 clusters Score -7440092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -7440111.000000 Penalty: 5432.452148
	Iteration 82Q: 3 clusters Score -7440111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -7440133.500000 Penalty: 5432.452148
	Iteration 83Q: 3 clusters Score -7440134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7440141.000000 Penalty: 5432.452148
	Iteration 84Q: 3 clusters Score -7440141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7440170.500000 Penalty: 5432.452148
	Iteration 85Q: 3 clusters Score -7440170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7440183.500000 Penalty: 5432.452148
	Iteration 86Q: 3 clusters Score -7440184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7440189.000000 Penalty: 5432.452148
	Iteration 87Q: 3 clusters Score -7440189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7440200.500000 Penalty: 5432.452148
	Iteration 88Q: 3 clusters Score -7440200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -7440189.000000 Penalty: 5432.452148
	Iteration 89Q: 3 clusters Score -7440189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7440187.500000 Penalty: 5432.452148
	Iteration 90Q: 3 clusters Score -7440188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7440204.500000 Penalty: 5432.452148
	Iteration 91Q: 3 clusters Score -7440204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -7440213.000000 Penalty: 5432.452148
	Iteration 92Q: 3 clusters Score -7440213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -7440216.500000 Penalty: 5432.452148
	Iteration 93Q: 3 clusters Score -7440216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7440219.000000 Penalty: 5432.452148
	Iteration 94Q: 3 clusters Score -7440219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -7440222.500000 Penalty: 5432.452148
	Iteration 95Q: 3 clusters Score -7440222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -7440230.000000 Penalty: 5432.452148
	Iteration 96Q: 3 clusters Score -7440230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -7440234.500000 Penalty: 5432.452148
	Iteration 97Q: 3 clusters Score -7440234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7440236.500000 Penalty: 5432.452148
	Iteration 98Q: 3 clusters Score -7440236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7440230.000000 Penalty: 5432.452148
	Iteration 99Q: 3 clusters Score -7440230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7440245.000000 Penalty: 5432.452148
	Iteration 100F: 3 clusters Score -7440245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -7440246.500000 Penalty: 5432.452148
	Iteration 101Q: 3 clusters Score -7440246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -7440239.500000 Penalty: 5432.452148
	Iteration 102Q: 3 clusters Score -7440240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7440237.000000 Penalty: 5432.452148
	Iteration 103Q: 3 clusters Score -7440237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -7440241.500000 Penalty: 5432.452148
	Iteration 104Q: 3 clusters Score -7440242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -7440243.000000 Penalty: 5432.452148
	Iteration 105Q: 3 clusters Score -7440243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -7440248.000000 Penalty: 5432.452148
	Iteration 106Q: 3 clusters Score -7440248 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7440251.500000 Penalty: 5432.452148
	Iteration 107Q: 3 clusters Score -7440252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -7440247.000000 Penalty: 5432.452148
	Iteration 108Q: 3 clusters Score -7440247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7440241.500000 Penalty: 5432.452148
	Iteration 109Q: 3 clusters Score -7440242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -7440240.000000 Penalty: 5432.452148
	Iteration 110Q: 3 clusters Score -7440240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7440250.500000 Penalty: 5432.452148
	Iteration 111Q: 3 clusters Score -7440250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -7440247.500000 Penalty: 5432.452148
	Iteration 112Q: 3 clusters Score -7440248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -7440252.500000 Penalty: 5432.452148
	Iteration 113Q: 3 clusters Score -7440252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -7440249.000000 Penalty: 5432.452148
	Iteration 114Q: 3 clusters Score -7440249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7440250.500000 Penalty: 5432.452148
	Iteration 115Q: 3 clusters Score -7440250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7440252.000000 Penalty: 5432.452148
	Iteration 116Q: 3 clusters Score -7440252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7440252.000000 Penalty: 5432.452148
	Iteration 117F: 3 clusters Score -7440252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Entering Unmasked Estep 
Score: -3943846.000000 Penalty: 2558.596436
	Iteration 0F: 2 clusters Score -3943846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3923033.750000 Penalty: 5117.192871
	Iteration 0F: 3 clusters Score -3923034 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3930339.000000 Penalty: 5117.192871
	Iteration 1F: 3 clusters Score -3930339 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3930825.000000 Penalty: 5117.192871
	Iteration 2Q: 3 clusters Score -3930825 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3931335.000000 Penalty: 5117.192871
	Iteration 3Q: 3 clusters Score -3931335 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3932002.750000 Penalty: 5117.192871
	Iteration 4Q: 3 clusters Score -3932003 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3933036.750000 Penalty: 5117.192871
	Iteration 5F: 3 clusters Score -3933037 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3934497.750000 Penalty: 5117.192871
	Iteration 6F: 3 clusters Score -3934498 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3936314.750000 Penalty: 5117.192871
	Iteration 7F: 3 clusters Score -3936315 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3938161.250000 Penalty: 5117.192871
	Iteration 8F: 3 clusters Score -3938161 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3939692.750000 Penalty: 5117.192871
	Iteration 9F: 3 clusters Score -3939693 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3940638.000000 Penalty: 5117.192871
	Iteration 10Q: 3 clusters Score -3940638 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3941130.250000 Penalty: 5117.192871
	Iteration 11Q: 3 clusters Score -3941130 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3941385.500000 Penalty: 5117.192871
	Iteration 12Q: 3 clusters Score -3941386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3941517.500000 Penalty: 5117.192871
	Iteration 13Q: 3 clusters Score -3941518 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3941604.750000 Penalty: 5117.192871
	Iteration 14Q: 3 clusters Score -3941605 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3941670.000000 Penalty: 5117.192871
	Iteration 15Q: 3 clusters Score -3941670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3941736.500000 Penalty: 5117.192871
	Iteration 16Q: 3 clusters Score -3941736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3941769.250000 Penalty: 5117.192871
	Iteration 17Q: 3 clusters Score -3941769 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3941797.500000 Penalty: 5117.192871
	Iteration 18Q: 3 clusters Score -3941798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3941814.250000 Penalty: 5117.192871
	Iteration 19Q: 3 clusters Score -3941814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3941839.500000 Penalty: 5117.192871
	Iteration 20F: 3 clusters Score -3941840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3941857.000000 Penalty: 5117.192871
	Iteration 21Q: 3 clusters Score -3941857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3941872.250000 Penalty: 5117.192871
	Iteration 22Q: 3 clusters Score -3941872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3941880.000000 Penalty: 5117.192871
	Iteration 23Q: 3 clusters Score -3941880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3941884.750000 Penalty: 5117.192871
	Iteration 24Q: 3 clusters Score -3941885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -3941894.250000 Penalty: 5117.192871
	Iteration 25Q: 3 clusters Score -3941894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3941898.750000 Penalty: 5117.192871
	Iteration 26Q: 3 clusters Score -3941899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3941905.750000 Penalty: 5117.192871
	Iteration 27Q: 3 clusters Score -3941906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3941916.500000 Penalty: 5117.192871
	Iteration 28Q: 3 clusters Score -3941916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3941923.250000 Penalty: 5117.192871
	Iteration 29Q: 3 clusters Score -3941923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3941926.000000 Penalty: 5117.192871
	Iteration 30Q: 3 clusters Score -3941926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3941924.750000 Penalty: 5117.192871
	Iteration 31Q: 3 clusters Score -3941925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3941935.500000 Penalty: 5117.192871
	Iteration 32Q: 3 clusters Score -3941936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3941935.500000 Penalty: 5117.192871
	Iteration 33Q: 3 clusters Score -3941936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3941940.250000 Penalty: 5117.192871
	Iteration 34Q: 3 clusters Score -3941940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3941943.250000 Penalty: 5117.192871
	Iteration 35Q: 3 clusters Score -3941943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3941948.000000 Penalty: 5117.192871
	Iteration 36Q: 3 clusters Score -3941948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3941943.000000 Penalty: 5117.192871
	Iteration 37Q: 3 clusters Score -3941943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3941946.500000 Penalty: 5117.192871
	Iteration 38Q: 3 clusters Score -3941946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3941952.250000 Penalty: 5117.192871
	Iteration 39Q: 3 clusters Score -3941952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3941953.000000 Penalty: 5117.192871
	Iteration 40F: 3 clusters Score -3941953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3941955.250000 Penalty: 5117.192871
	Iteration 41Q: 3 clusters Score -3941955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3941962.750000 Penalty: 5117.192871
	Iteration 42Q: 3 clusters Score -3941963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3941968.000000 Penalty: 5117.192871
	Iteration 43Q: 3 clusters Score -3941968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3941979.250000 Penalty: 5117.192871
	Iteration 44Q: 3 clusters Score -3941979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3941994.250000 Penalty: 5117.192871
	Iteration 45Q: 3 clusters Score -3941994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3942003.750000 Penalty: 5117.192871
	Iteration 46Q: 3 clusters Score -3942004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3942016.750000 Penalty: 5117.192871
	Iteration 47Q: 3 clusters Score -3942017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3942029.250000 Penalty: 5117.192871
	Iteration 48Q: 3 clusters Score -3942029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3942025.500000 Penalty: 5117.192871
	Iteration 49Q: 3 clusters Score -3942026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3942032.250000 Penalty: 5117.192871
	Iteration 50Q: 3 clusters Score -3942032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3942040.250000 Penalty: 5117.192871
	Iteration 51Q: 3 clusters Score -3942040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3942040.000000 Penalty: 5117.192871
	Iteration 52Q: 3 clusters Score -3942040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3942042.000000 Penalty: 5117.192871
	Iteration 53Q: 3 clusters Score -3942042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3942046.000000 Penalty: 5117.192871
	Iteration 54Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3942042.500000 Penalty: 5117.192871
	Iteration 55Q: 3 clusters Score -3942042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3942046.000000 Penalty: 5117.192871
	Iteration 56Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3942046.000000 Penalty: 5117.192871
	Iteration 57Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3942042.500000 Penalty: 5117.192871
	Iteration 58Q: 3 clusters Score -3942042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3942043.500000 Penalty: 5117.192871
	Iteration 59Q: 3 clusters Score -3942044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3942043.500000 Penalty: 5117.192871
	Iteration 60F: 3 clusters Score -3942044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Entering Unmasked Estep 
Score: -1765595.375000 Penalty: 2373.023682
	Iteration 0F: 2 clusters Score -1765595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1755235.500000 Penalty: 4746.047363
	Iteration 0F: 3 clusters Score -1755236 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1758655.500000 Penalty: 4746.047363
	Iteration 1F: 3 clusters Score -1758656 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1759140.875000 Penalty: 4746.047363
	Iteration 2F: 3 clusters Score -1759141 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1759678.875000 Penalty: 4746.047363
	Iteration 3F: 3 clusters Score -1759679 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1760264.875000 Penalty: 4746.047363
	Iteration 4F: 3 clusters Score -1760265 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1760784.000000 Penalty: 4746.047363
	Iteration 5F: 3 clusters Score -1760784 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1761185.625000 Penalty: 4746.047363
	Iteration 6Q: 3 clusters Score -1761186 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1761493.875000 Penalty: 4746.047363
	Iteration 7Q: 3 clusters Score -1761494 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1761795.375000 Penalty: 4746.047363
	Iteration 8Q: 3 clusters Score -1761795 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1762109.125000 Penalty: 4746.047363
	Iteration 9Q: 3 clusters Score -1762109 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1762395.875000 Penalty: 4746.047363
	Iteration 10Q: 3 clusters Score -1762396 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1762661.250000 Penalty: 4746.047363
	Iteration 11Q: 3 clusters Score -1762661 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1762846.250000 Penalty: 4746.047363
	Iteration 12Q: 3 clusters Score -1762846 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1762983.875000 Penalty: 4746.047363
	Iteration 13Q: 3 clusters Score -1762984 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1763071.875000 Penalty: 4746.047363
	Iteration 14Q: 3 clusters Score -1763072 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1763139.250000 Penalty: 4746.047363
	Iteration 15Q: 3 clusters Score -1763139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1763185.750000 Penalty: 4746.047363
	Iteration 16Q: 3 clusters Score -1763186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1763207.250000 Penalty: 4746.047363
	Iteration 17Q: 3 clusters Score -1763207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1763224.750000 Penalty: 4746.047363
	Iteration 18Q: 3 clusters Score -1763225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1763239.625000 Penalty: 4746.047363
	Iteration 19Q: 3 clusters Score -1763240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1763245.625000 Penalty: 4746.047363
	Iteration 20F: 3 clusters Score -1763246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1763250.375000 Penalty: 4746.047363
	Iteration 21Q: 3 clusters Score -1763250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1763257.250000 Penalty: 4746.047363
	Iteration 22Q: 3 clusters Score -1763257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1763265.250000 Penalty: 4746.047363
	Iteration 23Q: 3 clusters Score -1763265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1763273.250000 Penalty: 4746.047363
	Iteration 24Q: 3 clusters Score -1763273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1763280.000000 Penalty: 4746.047363
	Iteration 25Q: 3 clusters Score -1763280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1763287.750000 Penalty: 4746.047363
	Iteration 26Q: 3 clusters Score -1763288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1763291.500000 Penalty: 4746.047363
	Iteration 27Q: 3 clusters Score -1763292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1763296.500000 Penalty: 4746.047363
	Iteration 28Q: 3 clusters Score -1763296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1763302.750000 Penalty: 4746.047363
	Iteration 29Q: 3 clusters Score -1763303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1763314.625000 Penalty: 4746.047363
	Iteration 30Q: 3 clusters Score -1763315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1763316.500000 Penalty: 4746.047363
	Iteration 31Q: 3 clusters Score -1763316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1763316.625000 Penalty: 4746.047363
	Iteration 32Q: 3 clusters Score -1763317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1763315.750000 Penalty: 4746.047363
	Iteration 33Q: 3 clusters Score -1763316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1763326.750000 Penalty: 4746.047363
	Iteration 34Q: 3 clusters Score -1763327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1763329.750000 Penalty: 4746.047363
	Iteration 35Q: 3 clusters Score -1763330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1763329.625000 Penalty: 4746.047363
	Iteration 36Q: 3 clusters Score -1763330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1763337.500000 Penalty: 4746.047363
	Iteration 37Q: 3 clusters Score -1763338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1763335.125000 Penalty: 4746.047363
	Iteration 38Q: 3 clusters Score -1763335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1763333.625000 Penalty: 4746.047363
	Iteration 39Q: 3 clusters Score -1763334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1763331.750000 Penalty: 4746.047363
	Iteration 40F: 3 clusters Score -1763332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1763335.500000 Penalty: 4746.047363
	Iteration 41Q: 3 clusters Score -1763336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1763335.000000 Penalty: 4746.047363
	Iteration 42Q: 3 clusters Score -1763335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1763338.250000 Penalty: 4746.047363
	Iteration 43Q: 3 clusters Score -1763338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1763338.125000 Penalty: 4746.047363
	Iteration 44Q: 3 clusters Score -1763338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1763338.000000 Penalty: 4746.047363
	Iteration 45Q: 3 clusters Score -1763338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1763339.625000 Penalty: 4746.047363
	Iteration 46Q: 3 clusters Score -1763340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1763338.625000 Penalty: 4746.047363
	Iteration 47Q: 3 clusters Score -1763339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1763338.625000 Penalty: 4746.047363
	Iteration 48F: 3 clusters Score -1763339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Entering Unmasked Estep 
Score: -3956305.250000 Penalty: 2560.108887
	Iteration 0F: 2 clusters Score -3956305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3935417.250000 Penalty: 5120.217773
	Iteration 0F: 3 clusters Score -3935417 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3942771.000000 Penalty: 5120.217773
	Iteration 1F: 3 clusters Score -3942771 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3943204.500000 Penalty: 5120.217773
	Iteration 2Q: 3 clusters Score -3943204 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3943598.500000 Penalty: 5120.217773
	Iteration 3Q: 3 clusters Score -3943598 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3944015.000000 Penalty: 5120.217773
	Iteration 4Q: 3 clusters Score -3944015 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3944439.000000 Penalty: 5120.217773
	Iteration 5Q: 3 clusters Score -3944439 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3944984.500000 Penalty: 5120.217773
	Iteration 6Q: 3 clusters Score -3944984 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3945635.000000 Penalty: 5120.217773
	Iteration 7Q: 3 clusters Score -3945635 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3946525.000000 Penalty: 5120.217773
	Iteration 8F: 3 clusters Score -3946525 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3947809.750000 Penalty: 5120.217773
	Iteration 9F: 3 clusters Score -3947810 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3949391.000000 Penalty: 5120.217773
	Iteration 10F: 3 clusters Score -3949391 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3950836.250000 Penalty: 5120.217773
	Iteration 11F: 3 clusters Score -3950836 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3951635.500000 Penalty: 5120.217773
	Iteration 12Q: 3 clusters Score -3951636 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3951990.500000 Penalty: 5120.217773
	Iteration 13Q: 3 clusters Score -3951990 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3952166.750000 Penalty: 5120.217773
	Iteration 14Q: 3 clusters Score -3952167 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3952319.000000 Penalty: 5120.217773
	Iteration 15Q: 3 clusters Score -3952319 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3952425.500000 Penalty: 5120.217773
	Iteration 16Q: 3 clusters Score -3952426 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3952531.500000 Penalty: 5120.217773
	Iteration 17Q: 3 clusters Score -3952532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3952639.000000 Penalty: 5120.217773
	Iteration 18Q: 3 clusters Score -3952639 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3952716.250000 Penalty: 5120.217773
	Iteration 19Q: 3 clusters Score -3952716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3952808.000000 Penalty: 5120.217773
	Iteration 20F: 3 clusters Score -3952808 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3952889.500000 Penalty: 5120.217773
	Iteration 21Q: 3 clusters Score -3952890 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3952949.000000 Penalty: 5120.217773
	Iteration 22Q: 3 clusters Score -3952949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3953015.500000 Penalty: 5120.217773
	Iteration 23Q: 3 clusters Score -3953016 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3953073.000000 Penalty: 5120.217773
	Iteration 24Q: 3 clusters Score -3953073 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3953129.750000 Penalty: 5120.217773
	Iteration 25Q: 3 clusters Score -3953130 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3953183.500000 Penalty: 5120.217773
	Iteration 26Q: 3 clusters Score -3953184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3953240.500000 Penalty: 5120.217773
	Iteration 27Q: 3 clusters Score -3953240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3953275.000000 Penalty: 5120.217773
	Iteration 28Q: 3 clusters Score -3953275 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3953300.750000 Penalty: 5120.217773
	Iteration 29Q: 3 clusters Score -3953301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3953335.000000 Penalty: 5120.217773
	Iteration 30Q: 3 clusters Score -3953335 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3953359.250000 Penalty: 5120.217773
	Iteration 31Q: 3 clusters Score -3953359 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3953386.750000 Penalty: 5120.217773
	Iteration 32Q: 3 clusters Score -3953387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3953430.000000 Penalty: 5120.217773
	Iteration 33Q: 3 clusters Score -3953430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3953451.250000 Penalty: 5120.217773
	Iteration 34Q: 3 clusters Score -3953451 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3953481.500000 Penalty: 5120.217773
	Iteration 35Q: 3 clusters Score -3953482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3953491.250000 Penalty: 5120.217773
	Iteration 36Q: 3 clusters Score -3953491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3953518.250000 Penalty: 5120.217773
	Iteration 37Q: 3 clusters Score -3953518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3953553.750000 Penalty: 5120.217773
	Iteration 38Q: 3 clusters Score -3953554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3953588.250000 Penalty: 5120.217773
	Iteration 39Q: 3 clusters Score -3953588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3953607.750000 Penalty: 5120.217773
	Iteration 40F: 3 clusters Score -3953608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3953631.500000 Penalty: 5120.217773
	Iteration 41Q: 3 clusters Score -3953632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3953658.250000 Penalty: 5120.217773
	Iteration 42Q: 3 clusters Score -3953658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3953677.250000 Penalty: 5120.217773
	Iteration 43Q: 3 clusters Score -3953677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3953705.000000 Penalty: 5120.217773
	Iteration 44Q: 3 clusters Score -3953705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3953733.250000 Penalty: 5120.217773
	Iteration 45Q: 3 clusters Score -3953733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3953758.250000 Penalty: 5120.217773
	Iteration 46Q: 3 clusters Score -3953758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3953780.000000 Penalty: 5120.217773
	Iteration 47Q: 3 clusters Score -3953780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3953801.500000 Penalty: 5120.217773
	Iteration 48Q: 3 clusters Score -3953802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3953823.000000 Penalty: 5120.217773
	Iteration 49Q: 3 clusters Score -3953823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3953843.500000 Penalty: 5120.217773
	Iteration 50Q: 3 clusters Score -3953844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3953857.750000 Penalty: 5120.217773
	Iteration 51Q: 3 clusters Score -3953858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3953891.500000 Penalty: 5120.217773
	Iteration 52Q: 3 clusters Score -3953892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3953916.500000 Penalty: 5120.217773
	Iteration 53Q: 3 clusters Score -3953916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3953930.000000 Penalty: 5120.217773
	Iteration 54Q: 3 clusters Score -3953930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3953940.000000 Penalty: 5120.217773
	Iteration 55Q: 3 clusters Score -3953940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3953956.250000 Penalty: 5120.217773
	Iteration 56Q: 3 clusters Score -3953956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3953955.750000 Penalty: 5120.217773
	Iteration 57Q: 3 clusters Score -3953956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3953977.000000 Penalty: 5120.217773
	Iteration 58Q: 3 clusters Score -3953977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3953983.500000 Penalty: 5120.217773
	Iteration 59Q: 3 clusters Score -3953984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3953997.750000 Penalty: 5120.217773
	Iteration 60F: 3 clusters Score -3953998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3953999.500000 Penalty: 5120.217773
	Iteration 61Q: 3 clusters Score -3954000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3954013.000000 Penalty: 5120.217773
	Iteration 62Q: 3 clusters Score -3954013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3954003.500000 Penalty: 5120.217773
	Iteration 63Q: 3 clusters Score -3954004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3954006.250000 Penalty: 5120.217773
	Iteration 64Q: 3 clusters Score -3954006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3954006.250000 Penalty: 5120.217773
	Iteration 65Q: 3 clusters Score -3954006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3954014.500000 Penalty: 5120.217773
	Iteration 66Q: 3 clusters Score -3954014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3954020.000000 Penalty: 5120.217773
	Iteration 67Q: 3 clusters Score -3954020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3954014.500000 Penalty: 5120.217773
	Iteration 68Q: 3 clusters Score -3954014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3954027.250000 Penalty: 5120.217773
	Iteration 69Q: 3 clusters Score -3954027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3954024.750000 Penalty: 5120.217773
	Iteration 70Q: 3 clusters Score -3954025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3954029.750000 Penalty: 5120.217773
	Iteration 71Q: 3 clusters Score -3954030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3954035.750000 Penalty: 5120.217773
	Iteration 72Q: 3 clusters Score -3954036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3954039.250000 Penalty: 5120.217773
	Iteration 73Q: 3 clusters Score -3954039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3954038.500000 Penalty: 5120.217773
	Iteration 74Q: 3 clusters Score -3954038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3954036.750000 Penalty: 5120.217773
	Iteration 75Q: 3 clusters Score -3954037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3954041.750000 Penalty: 5120.217773
	Iteration 76Q: 3 clusters Score -3954042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3954048.250000 Penalty: 5120.217773
	Iteration 77Q: 3 clusters Score -3954048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3954048.000000 Penalty: 5120.217773
	Iteration 78Q: 3 clusters Score -3954048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3954045.750000 Penalty: 5120.217773
	Iteration 79Q: 3 clusters Score -3954046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3954047.750000 Penalty: 5120.217773
	Iteration 80F: 3 clusters Score -3954048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3954050.500000 Penalty: 5120.217773
	Iteration 81Q: 3 clusters Score -3954050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3954053.750000 Penalty: 5120.217773
	Iteration 82Q: 3 clusters Score -3954054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3954055.750000 Penalty: 5120.217773
	Iteration 83Q: 3 clusters Score -3954056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3954054.000000 Penalty: 5120.217773
	Iteration 84Q: 3 clusters Score -3954054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3954054.000000 Penalty: 5120.217773
	Iteration 85Q: 3 clusters Score -3954054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3954053.250000 Penalty: 5120.217773
	Iteration 86Q: 3 clusters Score -3954053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3954053.500000 Penalty: 5120.217773
	Iteration 87Q: 3 clusters Score -3954054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3954052.750000 Penalty: 5120.217773
	Iteration 88Q: 3 clusters Score -3954053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3954052.750000 Penalty: 5120.217773
	Iteration 89Q: 3 clusters Score -3954053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3954052.750000 Penalty: 5120.217773
	Iteration 90F: 3 clusters Score -3954053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -85593.164062 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -85593.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83863.164062 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -83863.16 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84136.500000 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -84136.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84290.515625 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -84290.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84508.312500 Penalty: 3296.609619
	Iteration 3F: 3 clusters Score -84508.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84744.515625 Penalty: 3296.609619
	Iteration 4F: 3 clusters Score -84744.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85084.843750 Penalty: 3296.609619
	Iteration 5F: 3 clusters Score -85084.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85652.523438 Penalty: 3296.609619
	Iteration 6F: 3 clusters Score -85652.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86381.851562 Penalty: 3296.609619
	Iteration 7F: 3 clusters Score -86381.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86559.906250 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -86559.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -86626.359375 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -86626.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86763.851562 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86763.851562 Penalty: 3296.609619
	Iteration 11F: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171180 members 
Mstep: Class 3 contains 166635 members 
Mstep: Class 4 contains 178243 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68894 members 
Mstep: Class 8 contains 25659 members 
Mstep: Class 9 contains 174140 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176193 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 185854 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 57098 members 
Mstep: Class 18 contains 30240 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 30425 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 506 members 
Entering Unmasked Estep 
Score: -166430656.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166431440.000000 to -166430656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171180 members 
Mstep: Class 3 contains 166635 members 
Mstep: Class 4 contains 178243 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68894 members 
Mstep: Class 8 contains 25659 members 
Mstep: Class 9 contains 174140 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176193 members 
Mstep: Class 13 contains 19187 members 
Mstep: Class 14 contains 185854 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 57098 members 
Mstep: Class 18 contains 30240 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 30425 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431552.000000 Penalty: 73383.539062
Iteration 119Q: 22 clusters Score -1.664316e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171149 members 
Mstep: Class 3 contains 166661 members 
Mstep: Class 4 contains 178250 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68897 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 174070 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176170 members 
Mstep: Class 13 contains 19192 members 
Mstep: Class 14 contains 185832 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 57134 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 30477 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431680.000000 Penalty: 73383.539062
Iteration 120F: 22 clusters Score -1.664317e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171095 members 
Mstep: Class 3 contains 166670 members 
Mstep: Class 4 contains 178256 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68911 members 
Mstep: Class 8 contains 25650 members 
Mstep: Class 9 contains 174015 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176138 members 
Mstep: Class 13 contains 19196 members 
Mstep: Class 14 contains 185855 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 57150 members 
Mstep: Class 18 contains 30284 members 
Mstep: Class 19 contains 14310 members 
Mstep: Class 20 contains 30528 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431872.000000 Penalty: 73383.539062
Iteration 121Q: 22 clusters Score -1.664319e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171095 members 
Mstep: Class 3 contains 166689 members 
Mstep: Class 4 contains 178214 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68912 members 
Mstep: Class 8 contains 25640 members 
Mstep: Class 9 contains 173989 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 176035 members 
Mstep: Class 13 contains 19207 members 
Mstep: Class 14 contains 185916 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 57194 members 
Mstep: Class 18 contains 30301 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 30562 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432160.000000 Penalty: 73383.539062
Iteration 122Q: 22 clusters Score -1.664322e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171121 members 
Mstep: Class 3 contains 166708 members 
Mstep: Class 4 contains 178128 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68903 members 
Mstep: Class 8 contains 25630 members 
Mstep: Class 9 contains 173970 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 19217 members 
Mstep: Class 14 contains 185965 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 57231 members 
Mstep: Class 18 contains 30311 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 30596 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432432.000000 Penalty: 73383.539062
Iteration 123Q: 22 clusters Score -1.664324e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171170 members 
Mstep: Class 3 contains 166726 members 
Mstep: Class 4 contains 178028 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68895 members 
Mstep: Class 8 contains 25635 members 
Mstep: Class 9 contains 173970 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175909 members 
Mstep: Class 13 contains 19224 members 
Mstep: Class 14 contains 186006 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 57258 members 
Mstep: Class 18 contains 30321 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 30630 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432608.000000 Penalty: 73383.539062
Iteration 124Q: 22 clusters Score -1.664326e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171193 members 
Mstep: Class 3 contains 166716 members 
Mstep: Class 4 contains 177956 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68890 members 
Mstep: Class 8 contains 25634 members 
Mstep: Class 9 contains 173976 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175878 members 
Mstep: Class 13 contains 19234 members 
Mstep: Class 14 contains 186041 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 9010 members 
Mstep: Class 17 contains 57285 members 
Mstep: Class 18 contains 30333 members 
Mstep: Class 19 contains 14274 members 
Mstep: Class 20 contains 30655 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432736.000000 Penalty: 73383.539062
Iteration 125Q: 22 clusters Score -1.664327e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171242 members 
Mstep: Class 3 contains 166702 members 
Mstep: Class 4 contains 177887 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68872 members 
Mstep: Class 8 contains 25630 members 
Mstep: Class 9 contains 174006 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175798 members 
Mstep: Class 13 contains 19232 members 
Mstep: Class 14 contains 186069 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 57316 members 
Mstep: Class 18 contains 30360 members 
Mstep: Class 19 contains 14261 members 
Mstep: Class 20 contains 30698 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432864.000000 Penalty: 73383.539062
Iteration 126Q: 22 clusters Score -1.664329e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171299 members 
Mstep: Class 3 contains 166704 members 
Mstep: Class 4 contains 177810 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68854 members 
Mstep: Class 8 contains 25627 members 
Mstep: Class 9 contains 174005 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175799 members 
Mstep: Class 13 contains 19233 members 
Mstep: Class 14 contains 186067 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 57336 members 
Mstep: Class 18 contains 30365 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 30729 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433136.000000 Penalty: 73383.539062
Iteration 127Q: 22 clusters Score -1.664331e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171354 members 
Mstep: Class 3 contains 166715 members 
Mstep: Class 4 contains 177698 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68833 members 
Mstep: Class 8 contains 25619 members 
Mstep: Class 9 contains 174015 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175796 members 
Mstep: Class 13 contains 19234 members 
Mstep: Class 14 contains 186076 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 57364 members 
Mstep: Class 18 contains 30380 members 
Mstep: Class 19 contains 14241 members 
Mstep: Class 20 contains 30756 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432880.000000 Penalty: 73383.539062
Iteration 128Q: 22 clusters Score -1.664329e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 166728 members 
Mstep: Class 4 contains 177623 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68820 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 174001 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175779 members 
Mstep: Class 13 contains 19242 members 
Mstep: Class 14 contains 186072 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 8993 members 
Mstep: Class 17 contains 57381 members 
Mstep: Class 18 contains 30395 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 30802 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433104.000000 Penalty: 73383.539062
Iteration 129Q: 22 clusters Score -1.664331e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171457 members 
Mstep: Class 3 contains 166744 members 
Mstep: Class 4 contains 177521 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68820 members 
Mstep: Class 8 contains 25599 members 
Mstep: Class 9 contains 173998 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175810 members 
Mstep: Class 13 contains 19248 members 
Mstep: Class 14 contains 186021 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 57399 members 
Mstep: Class 18 contains 30412 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 30844 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433232.000000 Penalty: 73383.539062
Iteration 130Q: 22 clusters Score -1.664332e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171537 members 
Mstep: Class 3 contains 166773 members 
Mstep: Class 4 contains 177409 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68816 members 
Mstep: Class 8 contains 25579 members 
Mstep: Class 9 contains 173944 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175817 members 
Mstep: Class 13 contains 19258 members 
Mstep: Class 14 contains 186045 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 57415 members 
Mstep: Class 18 contains 30419 members 
Mstep: Class 19 contains 14201 members 
Mstep: Class 20 contains 30875 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432976.000000 Penalty: 73383.539062
Iteration 131Q: 22 clusters Score -1.66433e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171590 members 
Mstep: Class 3 contains 166830 members 
Mstep: Class 4 contains 177269 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68812 members 
Mstep: Class 8 contains 25571 members 
Mstep: Class 9 contains 173905 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175827 members 
Mstep: Class 13 contains 19261 members 
Mstep: Class 14 contains 186073 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 57431 members 
Mstep: Class 18 contains 30425 members 
Mstep: Class 19 contains 14187 members 
Mstep: Class 20 contains 30910 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433056.000000 Penalty: 73383.539062
Iteration 132Q: 22 clusters Score -1.664331e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171643 members 
Mstep: Class 3 contains 166858 members 
Mstep: Class 4 contains 177155 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68796 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 9 contains 173875 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175844 members 
Mstep: Class 13 contains 19263 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8975 members 
Mstep: Class 17 contains 57450 members 
Mstep: Class 18 contains 30423 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 30958 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433120.000000 Penalty: 73383.539062
Iteration 133Q: 22 clusters Score -1.664331e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171716 members 
Mstep: Class 3 contains 166907 members 
Mstep: Class 4 contains 177029 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68784 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 173820 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175817 members 
Mstep: Class 13 contains 19263 members 
Mstep: Class 14 contains 186113 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8967 members 
Mstep: Class 17 contains 57471 members 
Mstep: Class 18 contains 30435 members 
Mstep: Class 19 contains 14181 members 
Mstep: Class 20 contains 31008 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432896.000000 Penalty: 73383.539062
Iteration 134Q: 22 clusters Score -1.664329e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171833 members 
Mstep: Class 3 contains 166953 members 
Mstep: Class 4 contains 176893 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68756 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 173794 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175758 members 
Mstep: Class 13 contains 19265 members 
Mstep: Class 14 contains 186148 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 57486 members 
Mstep: Class 18 contains 30441 members 
Mstep: Class 19 contains 14166 members 
Mstep: Class 20 contains 31056 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432944.000000 Penalty: 73383.539062
Iteration 135Q: 22 clusters Score -1.664329e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 171972 members 
Mstep: Class 3 contains 166988 members 
Mstep: Class 4 contains 176729 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68736 members 
Mstep: Class 8 contains 25554 members 
Mstep: Class 9 contains 173797 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175678 members 
Mstep: Class 13 contains 19267 members 
Mstep: Class 14 contains 186200 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 8956 members 
Mstep: Class 17 contains 57495 members 
Mstep: Class 18 contains 30447 members 
Mstep: Class 19 contains 14159 members 
Mstep: Class 20 contains 31093 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433008.000000 Penalty: 73383.539062
Iteration 136Q: 22 clusters Score -1.66433e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172103 members 
Mstep: Class 3 contains 167014 members 
Mstep: Class 4 contains 176573 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68695 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173777 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175628 members 
Mstep: Class 13 contains 19270 members 
Mstep: Class 14 contains 186262 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8954 members 
Mstep: Class 17 contains 57520 members 
Mstep: Class 18 contains 30448 members 
Mstep: Class 19 contains 14153 members 
Mstep: Class 20 contains 31122 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433456.000000 Penalty: 73383.539062
Iteration 137Q: 22 clusters Score -1.664335e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172165 members 
Mstep: Class 3 contains 167040 members 
Mstep: Class 4 contains 176412 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68677 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173758 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175610 members 
Mstep: Class 13 contains 19272 members 
Mstep: Class 14 contains 186335 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 17 contains 57553 members 
Mstep: Class 18 contains 30441 members 
Mstep: Class 19 contains 14150 members 
Mstep: Class 20 contains 31156 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433456.000000 Penalty: 73383.539062
Iteration 138Q: 22 clusters Score -1.664335e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172207 members 
Mstep: Class 3 contains 167047 members 
Mstep: Class 4 contains 176267 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68672 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173764 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175605 members 
Mstep: Class 13 contains 19276 members 
Mstep: Class 14 contains 186396 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8943 members 
Mstep: Class 17 contains 57572 members 
Mstep: Class 18 contains 30438 members 
Mstep: Class 19 contains 14144 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433360.000000 Penalty: 73383.539062
Iteration 139Q: 22 clusters Score -1.664334e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172271 members 
Mstep: Class 3 contains 167061 members 
Mstep: Class 4 contains 176106 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68669 members 
Mstep: Class 8 contains 25548 members 
Mstep: Class 9 contains 173750 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175609 members 
Mstep: Class 13 contains 19275 members 
Mstep: Class 14 contains 186454 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 57591 members 
Mstep: Class 18 contains 30443 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433488.000000 Penalty: 73383.539062
Iteration 140F: 22 clusters Score -1.664335e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172350 members 
Mstep: Class 3 contains 167063 members 
Mstep: Class 4 contains 175934 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68661 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173777 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175598 members 
Mstep: Class 13 contains 19278 members 
Mstep: Class 14 contains 186507 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 57597 members 
Mstep: Class 18 contains 30447 members 
Mstep: Class 19 contains 14140 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433568.000000 Penalty: 73383.539062
Iteration 141Q: 22 clusters Score -1.664336e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172459 members 
Mstep: Class 3 contains 167081 members 
Mstep: Class 4 contains 175752 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68640 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173784 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175560 members 
Mstep: Class 13 contains 19280 members 
Mstep: Class 14 contains 186568 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 57616 members 
Mstep: Class 18 contains 30448 members 
Mstep: Class 19 contains 14131 members 
Mstep: Class 20 contains 31271 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433408.000000 Penalty: 73383.539062
Iteration 142Q: 22 clusters Score -1.664334e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172591 members 
Mstep: Class 3 contains 167115 members 
Mstep: Class 4 contains 175555 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68640 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173778 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175535 members 
Mstep: Class 13 contains 19279 members 
Mstep: Class 14 contains 186596 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 57620 members 
Mstep: Class 18 contains 30462 members 
Mstep: Class 19 contains 14131 members 
Mstep: Class 20 contains 31297 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433744.000000 Penalty: 73383.539062
Iteration 143Q: 22 clusters Score -1.664337e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172711 members 
Mstep: Class 3 contains 167126 members 
Mstep: Class 4 contains 175408 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68630 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173794 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 175478 members 
Mstep: Class 13 contains 19279 members 
Mstep: Class 14 contains 186628 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 57624 members 
Mstep: Class 18 contains 30468 members 
Mstep: Class 19 contains 14133 members 
Mstep: Class 20 contains 31329 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433744.000000 Penalty: 73383.539062
Iteration 144Q: 22 clusters Score -1.664337e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172781 members 
Mstep: Class 3 contains 167154 members 
Mstep: Class 4 contains 175246 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68622 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173798 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 175437 members 
Mstep: Class 13 contains 19282 members 
Mstep: Class 14 contains 186698 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 57637 members 
Mstep: Class 18 contains 30474 members 
Mstep: Class 19 contains 14129 members 
Mstep: Class 20 contains 31356 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433568.000000 Penalty: 73383.539062
Iteration 145Q: 22 clusters Score -1.664336e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172901 members 
Mstep: Class 3 contains 167188 members 
Mstep: Class 4 contains 175085 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68613 members 
Mstep: Class 8 contains 25535 members 
Mstep: Class 9 contains 173791 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 175361 members 
Mstep: Class 13 contains 19282 members 
Mstep: Class 14 contains 186781 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 57640 members 
Mstep: Class 18 contains 30479 members 
Mstep: Class 19 contains 14130 members 
Mstep: Class 20 contains 31380 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433792.000000 Penalty: 73383.539062
Iteration 146Q: 22 clusters Score -1.664338e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172976 members 
Mstep: Class 3 contains 167223 members 
Mstep: Class 4 contains 174941 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68604 members 
Mstep: Class 8 contains 25519 members 
Mstep: Class 9 contains 173787 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 175290 members 
Mstep: Class 13 contains 19283 members 
Mstep: Class 14 contains 186885 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 57650 members 
Mstep: Class 18 contains 30483 members 
Mstep: Class 19 contains 14122 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433632.000000 Penalty: 73383.539062
Iteration 147Q: 22 clusters Score -1.664336e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173013 members 
Mstep: Class 3 contains 167254 members 
Mstep: Class 4 contains 174770 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68603 members 
Mstep: Class 8 contains 25518 members 
Mstep: Class 9 contains 173780 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 19284 members 
Mstep: Class 14 contains 186984 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8883 members 
Mstep: Class 17 contains 57667 members 
Mstep: Class 18 contains 30493 members 
Mstep: Class 19 contains 14123 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433824.000000 Penalty: 73383.539062
Iteration 148Q: 22 clusters Score -1.664338e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173097 members 
Mstep: Class 3 contains 167281 members 
Mstep: Class 4 contains 174595 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68605 members 
Mstep: Class 8 contains 25519 members 
Mstep: Class 9 contains 173758 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175208 members 
Mstep: Class 13 contains 19286 members 
Mstep: Class 14 contains 187083 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8877 members 
Mstep: Class 17 contains 57676 members 
Mstep: Class 18 contains 30500 members 
Mstep: Class 19 contains 14120 members 
Mstep: Class 20 contains 31462 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433872.000000 Penalty: 73383.539062
Iteration 149Q: 22 clusters Score -1.664339e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173138 members 
Mstep: Class 3 contains 167318 members 
Mstep: Class 4 contains 174423 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68607 members 
Mstep: Class 8 contains 25514 members 
Mstep: Class 9 contains 173754 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175180 members 
Mstep: Class 13 contains 19288 members 
Mstep: Class 14 contains 187176 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8871 members 
Mstep: Class 17 contains 57688 members 
Mstep: Class 18 contains 30510 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 31483 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433888.000000 Penalty: 73383.539062
Iteration 150Q: 22 clusters Score -1.664339e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173143 members 
Mstep: Class 3 contains 167357 members 
Mstep: Class 4 contains 174310 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68604 members 
Mstep: Class 8 contains 25516 members 
Mstep: Class 9 contains 173756 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175179 members 
Mstep: Class 13 contains 19293 members 
Mstep: Class 14 contains 187208 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8865 members 
Mstep: Class 17 contains 57699 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 14113 members 
Mstep: Class 20 contains 31505 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434192.000000 Penalty: 73383.539062
Iteration 151Q: 22 clusters Score -1.664342e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173160 members 
Mstep: Class 3 contains 167398 members 
Mstep: Class 4 contains 174259 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68604 members 
Mstep: Class 8 contains 25505 members 
Mstep: Class 9 contains 173746 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175145 members 
Mstep: Class 13 contains 19293 members 
Mstep: Class 14 contains 187231 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 57703 members 
Mstep: Class 18 contains 30530 members 
Mstep: Class 19 contains 14105 members 
Mstep: Class 20 contains 31528 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434320.000000 Penalty: 73383.539062
Iteration 152Q: 22 clusters Score -1.664343e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173146 members 
Mstep: Class 3 contains 167433 members 
Mstep: Class 4 contains 174218 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68589 members 
Mstep: Class 8 contains 25507 members 
Mstep: Class 9 contains 173795 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175120 members 
Mstep: Class 13 contains 19294 members 
Mstep: Class 14 contains 187207 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 57708 members 
Mstep: Class 18 contains 30538 members 
Mstep: Class 19 contains 14101 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434336.000000 Penalty: 73383.539062
Iteration 153Q: 22 clusters Score -1.664343e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173151 members 
Mstep: Class 3 contains 167456 members 
Mstep: Class 4 contains 174104 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68578 members 
Mstep: Class 8 contains 25507 members 
Mstep: Class 9 contains 173851 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175115 members 
Mstep: Class 13 contains 19299 members 
Mstep: Class 14 contains 187214 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 57708 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 14105 members 
Mstep: Class 20 contains 31578 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434256.000000 Penalty: 73383.539062
Iteration 154Q: 22 clusters Score -1.664343e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173121 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 174022 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68575 members 
Mstep: Class 8 contains 25522 members 
Mstep: Class 9 contains 173869 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175126 members 
Mstep: Class 13 contains 19300 members 
Mstep: Class 14 contains 187180 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 57729 members 
Mstep: Class 18 contains 30560 members 
Mstep: Class 19 contains 14109 members 
Mstep: Class 20 contains 31603 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434560.000000 Penalty: 73383.539062
Iteration 155Q: 22 clusters Score -1.664346e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173078 members 
Mstep: Class 3 contains 167543 members 
Mstep: Class 4 contains 173901 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68573 members 
Mstep: Class 8 contains 25525 members 
Mstep: Class 9 contains 173897 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 175189 members 
Mstep: Class 13 contains 19301 members 
Mstep: Class 14 contains 187144 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 57748 members 
Mstep: Class 18 contains 30582 members 
Mstep: Class 19 contains 14110 members 
Mstep: Class 20 contains 31626 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434512.000000 Penalty: 73383.539062
Iteration 156Q: 22 clusters Score -1.664345e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173032 members 
Mstep: Class 3 contains 167591 members 
Mstep: Class 4 contains 173774 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68568 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 173912 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175249 members 
Mstep: Class 13 contains 19304 members 
Mstep: Class 14 contains 187125 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 57768 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 14113 members 
Mstep: Class 20 contains 31646 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
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Score: -166434384.000000 Penalty: 73383.539062
Iteration 157Q: 22 clusters Score -1.664344e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173019 members 
Mstep: Class 3 contains 167627 members 
Mstep: Class 4 contains 173686 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68570 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 173935 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175263 members 
Mstep: Class 13 contains 19311 members 
Mstep: Class 14 contains 187073 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 57796 members 
Mstep: Class 18 contains 30621 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 31669 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
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Iteration 158Q: 22 clusters Score -1.664344e+08 nChanged 1263
Entering ConstructFrom: 
Score: -166434400.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113787.523438 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113787.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114171.015625 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114413.296875 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114413.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114795.203125 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114795.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115212.250000 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -115212.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115453.156250 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -115453.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -115603.671875 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -115603.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115787.140625 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115886.554688 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115886.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115944.226562 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115965.429688 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115965.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115977.867188 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115989.460938 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -115989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116013.906250 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -116013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116054.359375 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -116054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116077.656250 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -116077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -116088.859375 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -116088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116097.429688 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -116097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116100.921875 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -116100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116104.718750 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -116104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116107.171875 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -116107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 173034 members 
Mstep: Class 3 contains 167665 members 
Mstep: Class 4 contains 173586 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68579 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173958 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 19319 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 57814 members 
Mstep: Class 18 contains 30625 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 399 members 
Entering Unmasked Estep 
Score: -166433040.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166434400.000000 to -166433040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Entering Unmasked Estep 
Score: -22447758.000000 Penalty: 2991.188232
	Iteration 0F: 2 clusters Score -2.244776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -22334398.000000 Penalty: 5982.376465
	Iteration 0F: 3 clusters Score -2.23344e+07 nChanged 83009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -22382822.000000 Penalty: 5982.376465
	Iteration 1F: 3 clusters Score -2.238282e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -22383816.000000 Penalty: 5982.376465
	Iteration 2Q: 3 clusters Score -2.238382e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -22385104.000000 Penalty: 5982.376465
	Iteration 3Q: 3 clusters Score -2.23851e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -22387152.000000 Penalty: 5982.376465
	Iteration 4Q: 3 clusters Score -2.238715e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -22390618.000000 Penalty: 5982.376465
	Iteration 5Q: 3 clusters Score -2.239062e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -22396790.000000 Penalty: 5982.376465
	Iteration 6F: 3 clusters Score -2.239679e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -22407314.000000 Penalty: 5982.376465
	Iteration 7F: 3 clusters Score -2.240731e+07 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -22421410.000000 Penalty: 5982.376465
	Iteration 8F: 3 clusters Score -2.242141e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -22434190.000000 Penalty: 5982.376465
	Iteration 9F: 3 clusters Score -2.243419e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -22441200.000000 Penalty: 5982.376465
	Iteration 10Q: 3 clusters Score -2.24412e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -22443740.000000 Penalty: 5982.376465
	Iteration 11Q: 3 clusters Score -2.244374e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22444738.000000 Penalty: 5982.376465
	Iteration 12Q: 3 clusters Score -2.244474e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22445060.000000 Penalty: 5982.376465
	Iteration 13Q: 3 clusters Score -2.244506e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171963 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22445192.000000 Penalty: 5982.376465
	Iteration 14Q: 3 clusters Score -2.244519e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22445304.000000 Penalty: 5982.376465
	Iteration 15Q: 3 clusters Score -2.24453e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22445362.000000 Penalty: 5982.376465
	Iteration 16Q: 3 clusters Score -2.244536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22445346.000000 Penalty: 5982.376465
	Iteration 17Q: 3 clusters Score -2.244535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22445346.000000 Penalty: 5982.376465
	Iteration 18Q: 3 clusters Score -2.244535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -22445352.000000 Penalty: 5982.376465
	Iteration 19Q: 3 clusters Score -2.244535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22445376.000000 Penalty: 5982.376465
	Iteration 20F: 3 clusters Score -2.244538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22445370.000000 Penalty: 5982.376465
	Iteration 21Q: 3 clusters Score -2.244537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22445370.000000 Penalty: 5982.376465
	Iteration 22Q: 3 clusters Score -2.244537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -22445378.000000 Penalty: 5982.376465
	Iteration 23Q: 3 clusters Score -2.244538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172300 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22445384.000000 Penalty: 5982.376465
	Iteration 24Q: 3 clusters Score -2.244538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22445384.000000 Penalty: 5982.376465
	Iteration 25Q: 3 clusters Score -2.244538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22445384.000000 Penalty: 5982.376465
	Iteration 26Q: 3 clusters Score -2.244538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22445404.000000 Penalty: 5982.376465
	Iteration 27Q: 3 clusters Score -2.24454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22445396.000000 Penalty: 5982.376465
	Iteration 28Q: 3 clusters Score -2.24454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22445404.000000 Penalty: 5982.376465
	Iteration 29Q: 3 clusters Score -2.24454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -22445406.000000 Penalty: 5982.376465
	Iteration 30Q: 3 clusters Score -2.244541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22445408.000000 Penalty: 5982.376465
	Iteration 31Q: 3 clusters Score -2.244541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22445408.000000 Penalty: 5982.376465
	Iteration 32F: 3 clusters Score -2.244541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167665 members 
Entering Unmasked Estep 
Score: -21749868.000000 Penalty: 2983.371338
	Iteration 0F: 2 clusters Score -2.174987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -21640126.000000 Penalty: 5966.742676
	Iteration 0F: 3 clusters Score -2.164013e+07 nChanged 80439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -21687194.000000 Penalty: 5966.742676
	Iteration 1F: 3 clusters Score -2.168719e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -21687944.000000 Penalty: 5966.742676
	Iteration 2Q: 3 clusters Score -2.168794e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -21688968.000000 Penalty: 5966.742676
	Iteration 3Q: 3 clusters Score -2.168897e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -21690348.000000 Penalty: 5966.742676
	Iteration 4Q: 3 clusters Score -2.169035e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -21692642.000000 Penalty: 5966.742676
	Iteration 5Q: 3 clusters Score -2.169264e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -21697110.000000 Penalty: 5966.742676
	Iteration 6F: 3 clusters Score -2.169711e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -21704318.000000 Penalty: 5966.742676
	Iteration 7F: 3 clusters Score -2.170432e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -21714812.000000 Penalty: 5966.742676
	Iteration 8F: 3 clusters Score -2.171481e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -21726232.000000 Penalty: 5966.742676
	Iteration 9F: 3 clusters Score -2.172623e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -21735384.000000 Penalty: 5966.742676
	Iteration 10F: 3 clusters Score -2.173538e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157569 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -21741434.000000 Penalty: 5966.742676
	Iteration 11Q: 3 clusters Score -2.174143e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -21744620.000000 Penalty: 5966.742676
	Iteration 12Q: 3 clusters Score -2.174462e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163123 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -21746060.000000 Penalty: 5966.742676
	Iteration 13Q: 3 clusters Score -2.174606e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164155 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -21746842.000000 Penalty: 5966.742676
	Iteration 14Q: 3 clusters Score -2.174684e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -21747184.000000 Penalty: 5966.742676
	Iteration 15Q: 3 clusters Score -2.174718e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -21747420.000000 Penalty: 5966.742676
	Iteration 16Q: 3 clusters Score -2.174742e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21747568.000000 Penalty: 5966.742676
	Iteration 17Q: 3 clusters Score -2.174757e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21747612.000000 Penalty: 5966.742676
	Iteration 18Q: 3 clusters Score -2.174761e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -21747638.000000 Penalty: 5966.742676
	Iteration 19Q: 3 clusters Score -2.174764e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21747676.000000 Penalty: 5966.742676
	Iteration 20F: 3 clusters Score -2.174768e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21747694.000000 Penalty: 5966.742676
	Iteration 21Q: 3 clusters Score -2.174769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21747668.000000 Penalty: 5966.742676
	Iteration 22Q: 3 clusters Score -2.174767e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21747688.000000 Penalty: 5966.742676
	Iteration 23Q: 3 clusters Score -2.174769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21747696.000000 Penalty: 5966.742676
	Iteration 24Q: 3 clusters Score -2.17477e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21747732.000000 Penalty: 5966.742676
	Iteration 25Q: 3 clusters Score -2.174773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21747748.000000 Penalty: 5966.742676
	Iteration 26Q: 3 clusters Score -2.174775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166033 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21747742.000000 Penalty: 5966.742676
	Iteration 27Q: 3 clusters Score -2.174774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -21747758.000000 Penalty: 5966.742676
	Iteration 28Q: 3 clusters Score -2.174776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21747732.000000 Penalty: 5966.742676
	Iteration 29Q: 3 clusters Score -2.174773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21747742.000000 Penalty: 5966.742676
	Iteration 30Q: 3 clusters Score -2.174774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21747762.000000 Penalty: 5966.742676
	Iteration 31Q: 3 clusters Score -2.174776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21747748.000000 Penalty: 5966.742676
	Iteration 32Q: 3 clusters Score -2.174775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -21747752.000000 Penalty: 5966.742676
	Iteration 33Q: 3 clusters Score -2.174775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21747764.000000 Penalty: 5966.742676
	Iteration 34Q: 3 clusters Score -2.174776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21747768.000000 Penalty: 5966.742676
	Iteration 35Q: 3 clusters Score -2.174777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166161 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21747770.000000 Penalty: 5966.742676
	Iteration 36Q: 3 clusters Score -2.174777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -21747780.000000 Penalty: 5966.742676
	Iteration 37Q: 3 clusters Score -2.174778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166174 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21747774.000000 Penalty: 5966.742676
	Iteration 38Q: 3 clusters Score -2.174777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21747788.000000 Penalty: 5966.742676
	Iteration 39Q: 3 clusters Score -2.174779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21747794.000000 Penalty: 5966.742676
	Iteration 40F: 3 clusters Score -2.174779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21747790.000000 Penalty: 5966.742676
	Iteration 41Q: 3 clusters Score -2.174779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21747806.000000 Penalty: 5966.742676
	Iteration 42Q: 3 clusters Score -2.174781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166214 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21747796.000000 Penalty: 5966.742676
	Iteration 43Q: 3 clusters Score -2.17478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21747788.000000 Penalty: 5966.742676
	Iteration 44Q: 3 clusters Score -2.174779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21747802.000000 Penalty: 5966.742676
	Iteration 45Q: 3 clusters Score -2.17478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21747806.000000 Penalty: 5966.742676
	Iteration 46Q: 3 clusters Score -2.174781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -21747816.000000 Penalty: 5966.742676
	Iteration 47Q: 3 clusters Score -2.174782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21747826.000000 Penalty: 5966.742676
	Iteration 48Q: 3 clusters Score -2.174783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21747824.000000 Penalty: 5966.742676
	Iteration 49Q: 3 clusters Score -2.174782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21747828.000000 Penalty: 5966.742676
	Iteration 50Q: 3 clusters Score -2.174783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21747820.000000 Penalty: 5966.742676
	Iteration 51Q: 3 clusters Score -2.174782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21747822.000000 Penalty: 5966.742676
	Iteration 52Q: 3 clusters Score -2.174782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -21747824.000000 Penalty: 5966.742676
	Iteration 53Q: 3 clusters Score -2.174782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21747820.000000 Penalty: 5966.742676
	Iteration 54Q: 3 clusters Score -2.174782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21747816.000000 Penalty: 5966.742676
	Iteration 55Q: 3 clusters Score -2.174782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166257 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21747808.000000 Penalty: 5966.742676
	Iteration 56Q: 3 clusters Score -2.174781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21747808.000000 Penalty: 5966.742676
	Iteration 57Q: 3 clusters Score -2.174781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21747818.000000 Penalty: 5966.742676
	Iteration 58Q: 3 clusters Score -2.174782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166261 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21747810.000000 Penalty: 5966.742676
	Iteration 59Q: 3 clusters Score -2.174781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21747826.000000 Penalty: 5966.742676
	Iteration 60F: 3 clusters Score -2.174783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21747826.000000 Penalty: 5966.742676
	Iteration 61Q: 3 clusters Score -2.174783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21747826.000000 Penalty: 5966.742676
	Iteration 62F: 3 clusters Score -2.174783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173586 members 
Entering Unmasked Estep 
Score: -22281878.000000 Penalty: 2991.978271
	Iteration 0F: 2 clusters Score -2.228188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -22167714.000000 Penalty: 5983.956543
	Iteration 0F: 3 clusters Score -2.216771e+07 nChanged 83243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -22216242.000000 Penalty: 5983.956543
	Iteration 1F: 3 clusters Score -2.221624e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -22217536.000000 Penalty: 5983.956543
	Iteration 2Q: 3 clusters Score -2.221754e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -22219770.000000 Penalty: 5983.956543
	Iteration 3Q: 3 clusters Score -2.221977e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -22223304.000000 Penalty: 5983.956543
	Iteration 4Q: 3 clusters Score -2.22233e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -22227924.000000 Penalty: 5983.956543
	Iteration 5Q: 3 clusters Score -2.222792e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -22235046.000000 Penalty: 5983.956543
	Iteration 6F: 3 clusters Score -2.223505e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -22243946.000000 Penalty: 5983.956543
	Iteration 7F: 3 clusters Score -2.224395e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141449 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -22254408.000000 Penalty: 5983.956543
	Iteration 8F: 3 clusters Score -2.225441e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -22264244.000000 Penalty: 5983.956543
	Iteration 9F: 3 clusters Score -2.226424e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -22271256.000000 Penalty: 5983.956543
	Iteration 10Q: 3 clusters Score -2.227126e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -22274914.000000 Penalty: 5983.956543
	Iteration 11Q: 3 clusters Score -2.227491e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -22276852.000000 Penalty: 5983.956543
	Iteration 12Q: 3 clusters Score -2.227685e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170542 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -22277850.000000 Penalty: 5983.956543
	Iteration 13Q: 3 clusters Score -2.227785e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -22278422.000000 Penalty: 5983.956543
	Iteration 14Q: 3 clusters Score -2.227842e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22278742.000000 Penalty: 5983.956543
	Iteration 15Q: 3 clusters Score -2.227874e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22278946.000000 Penalty: 5983.956543
	Iteration 16Q: 3 clusters Score -2.227895e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -22279104.000000 Penalty: 5983.956543
	Iteration 17Q: 3 clusters Score -2.22791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22279196.000000 Penalty: 5983.956543
	Iteration 18Q: 3 clusters Score -2.22792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172517 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22279274.000000 Penalty: 5983.956543
	Iteration 19Q: 3 clusters Score -2.227927e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22279288.000000 Penalty: 5983.956543
	Iteration 20F: 3 clusters Score -2.227929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -22279320.000000 Penalty: 5983.956543
	Iteration 21Q: 3 clusters Score -2.227932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22279346.000000 Penalty: 5983.956543
	Iteration 22Q: 3 clusters Score -2.227935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22279372.000000 Penalty: 5983.956543
	Iteration 23Q: 3 clusters Score -2.227937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172672 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -22279380.000000 Penalty: 5983.956543
	Iteration 24Q: 3 clusters Score -2.227938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22279388.000000 Penalty: 5983.956543
	Iteration 25Q: 3 clusters Score -2.227939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172718 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22279404.000000 Penalty: 5983.956543
	Iteration 26Q: 3 clusters Score -2.22794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22279416.000000 Penalty: 5983.956543
	Iteration 27Q: 3 clusters Score -2.227942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172754 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22279434.000000 Penalty: 5983.956543
	Iteration 28Q: 3 clusters Score -2.227943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22279422.000000 Penalty: 5983.956543
	Iteration 29Q: 3 clusters Score -2.227942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22279428.000000 Penalty: 5983.956543
	Iteration 30Q: 3 clusters Score -2.227943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22279440.000000 Penalty: 5983.956543
	Iteration 31Q: 3 clusters Score -2.227944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22279434.000000 Penalty: 5983.956543
	Iteration 32Q: 3 clusters Score -2.227943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22279436.000000 Penalty: 5983.956543
	Iteration 33Q: 3 clusters Score -2.227944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22279432.000000 Penalty: 5983.956543
	Iteration 34Q: 3 clusters Score -2.227943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22279444.000000 Penalty: 5983.956543
	Iteration 35Q: 3 clusters Score -2.227944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22279434.000000 Penalty: 5983.956543
	Iteration 36Q: 3 clusters Score -2.227943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22279434.000000 Penalty: 5983.956543
	Iteration 37Q: 3 clusters Score -2.227943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22279450.000000 Penalty: 5983.956543
	Iteration 38Q: 3 clusters Score -2.227945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22279450.000000 Penalty: 5983.956543
	Iteration 39F: 3 clusters Score -2.227945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -144952.140625 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -144952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142911.968750 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -142912 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143263.781250 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -143263.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143363.375000 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -143363.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143449.359375 Penalty: 3519.973633
	Iteration 3Q: 3 clusters Score -143449.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143499.703125 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -143499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143524.812500 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -143524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143550.890625 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -143550.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143572.015625 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -143572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143590.265625 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -143590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143612.312500 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -143612.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -143652.593750 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -143652.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143691.234375 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -143691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143728.046875 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -143728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143759.281250 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -143759.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -143777.093750 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -143777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143790.906250 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -143790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143804.203125 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -143804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143814.906250 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -143814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -143825.281250 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -143825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -143837.640625 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -143837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143854.906250 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -143854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143874.281250 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -143874.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143885.578125 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -143885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143910.312500 Penalty: 3519.973633
	Iteration 23Q: 3 clusters Score -143910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143939.218750 Penalty: 3519.973633
	Iteration 24Q: 3 clusters Score -143939.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -143989.609375 Penalty: 3519.973633
	Iteration 25Q: 3 clusters Score -143989.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144024.562500 Penalty: 3519.973633
	Iteration 26Q: 3 clusters Score -144024.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144077.218750 Penalty: 3519.973633
	Iteration 27Q: 3 clusters Score -144077.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144122.281250 Penalty: 3519.973633
	Iteration 28Q: 3 clusters Score -144122.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144195.031250 Penalty: 3519.973633
	Iteration 29Q: 3 clusters Score -144195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144234.906250 Penalty: 3519.973633
	Iteration 30Q: 3 clusters Score -144234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144252.203125 Penalty: 3519.973633
	Iteration 31Q: 3 clusters Score -144252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144268.156250 Penalty: 3519.973633
	Iteration 32Q: 3 clusters Score -144268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144272.062500 Penalty: 3519.973633
	Iteration 33Q: 3 clusters Score -144272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144278.343750 Penalty: 3519.973633
	Iteration 34Q: 3 clusters Score -144278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144278.921875 Penalty: 3519.973633
	Iteration 35Q: 3 clusters Score -144278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144278.921875 Penalty: 3519.973633
	Iteration 36F: 3 clusters Score -144278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60432.250000 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60432.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60886.871094 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60886.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61454.886719 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61454.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61730.363281 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61730.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61855.945312 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61855.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -61943.996094 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62033.769531 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -62033.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62137.507812 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -62137.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62172.746094 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -62172.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62185.636719 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -62185.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62203.148438 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62203.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62207.824219 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62207.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62207.824219 Penalty: 3197.863525
	Iteration 12F: 3 clusters Score -62207.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173034 members 
Mstep: Class 3 contains 167665 members 
Mstep: Class 4 contains 173586 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 68579 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173958 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 19319 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 57814 members 
Mstep: Class 18 contains 30625 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
Score: -166432752.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166434400.000000 to -166432752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Entering Unmasked Estep 
Score: -8581928.000000 Penalty: 2761.663818
	Iteration 0F: 2 clusters Score -8581928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8535967.000000 Penalty: 5523.327637
	Iteration 0F: 3 clusters Score -8535967 nChanged 32132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8553793.000000 Penalty: 5523.327637
	Iteration 1F: 3 clusters Score -8553793 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -8554395.000000 Penalty: 5523.327637
	Iteration 2Q: 3 clusters Score -8554395 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -8554930.000000 Penalty: 5523.327637
	Iteration 3Q: 3 clusters Score -8554930 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -8555528.000000 Penalty: 5523.327637
	Iteration 4Q: 3 clusters Score -8555528 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -8556104.000000 Penalty: 5523.327637
	Iteration 5Q: 3 clusters Score -8556104 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -8556777.000000 Penalty: 5523.327637
	Iteration 6Q: 3 clusters Score -8556777 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -8557707.000000 Penalty: 5523.327637
	Iteration 7Q: 3 clusters Score -8557707 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -8558801.000000 Penalty: 5523.327637
	Iteration 8Q: 3 clusters Score -8558801 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -8560193.000000 Penalty: 5523.327637
	Iteration 9Q: 3 clusters Score -8560193 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -8562131.000000 Penalty: 5523.327637
	Iteration 10Q: 3 clusters Score -8562131 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -8564702.000000 Penalty: 5523.327637
	Iteration 11F: 3 clusters Score -8564702 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -8567506.000000 Penalty: 5523.327637
	Iteration 12F: 3 clusters Score -8567506 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -8570053.000000 Penalty: 5523.327637
	Iteration 13Q: 3 clusters Score -8570053 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -8572082.000000 Penalty: 5523.327637
	Iteration 14Q: 3 clusters Score -8572082 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -8573755.000000 Penalty: 5523.327637
	Iteration 15Q: 3 clusters Score -8573755 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -8575099.000000 Penalty: 5523.327637
	Iteration 16Q: 3 clusters Score -8575099 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8576206.000000 Penalty: 5523.327637
	Iteration 17Q: 3 clusters Score -8576206 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8577189.000000 Penalty: 5523.327637
	Iteration 18Q: 3 clusters Score -8577189 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8578018.000000 Penalty: 5523.327637
	Iteration 19Q: 3 clusters Score -8578018 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8578632.000000 Penalty: 5523.327637
	Iteration 20F: 3 clusters Score -8578632 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8578955.000000 Penalty: 5523.327637
	Iteration 21Q: 3 clusters Score -8578955 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8579213.000000 Penalty: 5523.327637
	Iteration 22Q: 3 clusters Score -8579213 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8579412.000000 Penalty: 5523.327637
	Iteration 23Q: 3 clusters Score -8579412 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8579548.000000 Penalty: 5523.327637
	Iteration 24Q: 3 clusters Score -8579548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8579631.000000 Penalty: 5523.327637
	Iteration 25Q: 3 clusters Score -8579631 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8579707.000000 Penalty: 5523.327637
	Iteration 26Q: 3 clusters Score -8579707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8579763.000000 Penalty: 5523.327637
	Iteration 27Q: 3 clusters Score -8579763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8579791.000000 Penalty: 5523.327637
	Iteration 28Q: 3 clusters Score -8579791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8579813.000000 Penalty: 5523.327637
	Iteration 29Q: 3 clusters Score -8579813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8579861.000000 Penalty: 5523.327637
	Iteration 30Q: 3 clusters Score -8579861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8579901.000000 Penalty: 5523.327637
	Iteration 31Q: 3 clusters Score -8579901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8579924.000000 Penalty: 5523.327637
	Iteration 32Q: 3 clusters Score -8579924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8579945.000000 Penalty: 5523.327637
	Iteration 33Q: 3 clusters Score -8579945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8579956.000000 Penalty: 5523.327637
	Iteration 34Q: 3 clusters Score -8579956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8579964.000000 Penalty: 5523.327637
	Iteration 35Q: 3 clusters Score -8579964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8579983.000000 Penalty: 5523.327637
	Iteration 36Q: 3 clusters Score -8579983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8579992.000000 Penalty: 5523.327637
	Iteration 37Q: 3 clusters Score -8579992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8579983.000000 Penalty: 5523.327637
	Iteration 38Q: 3 clusters Score -8579983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8580011.000000 Penalty: 5523.327637
	Iteration 39Q: 3 clusters Score -8580011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8580011.000000 Penalty: 5523.327637
	Iteration 40F: 3 clusters Score -8580011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8580008.000000 Penalty: 5523.327637
	Iteration 41Q: 3 clusters Score -8580008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8580013.000000 Penalty: 5523.327637
	Iteration 42Q: 3 clusters Score -8580013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8580016.000000 Penalty: 5523.327637
	Iteration 43Q: 3 clusters Score -8580016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8580011.000000 Penalty: 5523.327637
	Iteration 44Q: 3 clusters Score -8580011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8580011.000000 Penalty: 5523.327637
	Iteration 45Q: 3 clusters Score -8580011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8580015.000000 Penalty: 5523.327637
	Iteration 46Q: 3 clusters Score -8580015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8580017.000000 Penalty: 5523.327637
	Iteration 47Q: 3 clusters Score -8580017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8580024.000000 Penalty: 5523.327637
	Iteration 48Q: 3 clusters Score -8580024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8580023.000000 Penalty: 5523.327637
	Iteration 49Q: 3 clusters Score -8580023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8580021.000000 Penalty: 5523.327637
	Iteration 50Q: 3 clusters Score -8580021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8580032.000000 Penalty: 5523.327637
	Iteration 51Q: 3 clusters Score -8580032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8580031.000000 Penalty: 5523.327637
	Iteration 52Q: 3 clusters Score -8580031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8580033.000000 Penalty: 5523.327637
	Iteration 53Q: 3 clusters Score -8580033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8580031.000000 Penalty: 5523.327637
	Iteration 54Q: 3 clusters Score -8580031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8580031.000000 Penalty: 5523.327637
	Iteration 55Q: 3 clusters Score -8580031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8580038.000000 Penalty: 5523.327637
	Iteration 56Q: 3 clusters Score -8580038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8580040.000000 Penalty: 5523.327637
	Iteration 57Q: 3 clusters Score -8580040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8580030.000000 Penalty: 5523.327637
	Iteration 58Q: 3 clusters Score -8580030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8580043.000000 Penalty: 5523.327637
	Iteration 59Q: 3 clusters Score -8580043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8580046.000000 Penalty: 5523.327637
	Iteration 60F: 3 clusters Score -8580046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8580042.000000 Penalty: 5523.327637
	Iteration 61Q: 3 clusters Score -8580042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8580061.000000 Penalty: 5523.327637
	Iteration 62Q: 3 clusters Score -8580061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8580051.000000 Penalty: 5523.327637
	Iteration 63Q: 3 clusters Score -8580051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8580048.000000 Penalty: 5523.327637
	Iteration 64Q: 3 clusters Score -8580048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8580048.000000 Penalty: 5523.327637
	Iteration 65Q: 3 clusters Score -8580048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8580050.000000 Penalty: 5523.327637
	Iteration 66Q: 3 clusters Score -8580050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8580051.000000 Penalty: 5523.327637
	Iteration 67Q: 3 clusters Score -8580051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8580058.000000 Penalty: 5523.327637
	Iteration 68Q: 3 clusters Score -8580058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8580049.000000 Penalty: 5523.327637
	Iteration 69Q: 3 clusters Score -8580049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8580048.000000 Penalty: 5523.327637
	Iteration 70Q: 3 clusters Score -8580048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8580045.000000 Penalty: 5523.327637
	Iteration 71Q: 3 clusters Score -8580045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8580038.000000 Penalty: 5523.327637
	Iteration 72Q: 3 clusters Score -8580038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8580046.000000 Penalty: 5523.327637
	Iteration 73Q: 3 clusters Score -8580046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8580048.000000 Penalty: 5523.327637
	Iteration 74Q: 3 clusters Score -8580048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8580049.000000 Penalty: 5523.327637
	Iteration 75Q: 3 clusters Score -8580049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8580049.000000 Penalty: 5523.327637
	Iteration 76F: 3 clusters Score -8580049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Entering Unmasked Estep 
Score: -3332796.250000 Penalty: 2516.733398
	Iteration 0F: 2 clusters Score -3332796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3315180.500000 Penalty: 5033.466797
	Iteration 0F: 3 clusters Score -3315180 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3321217.250000 Penalty: 5033.466797
	Iteration 1F: 3 clusters Score -3321217 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3321598.000000 Penalty: 5033.466797
	Iteration 2Q: 3 clusters Score -3321598 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3321903.250000 Penalty: 5033.466797
	Iteration 3Q: 3 clusters Score -3321903 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3322151.750000 Penalty: 5033.466797
	Iteration 4Q: 3 clusters Score -3322152 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3322410.500000 Penalty: 5033.466797
	Iteration 5Q: 3 clusters Score -3322410 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3322720.250000 Penalty: 5033.466797
	Iteration 6Q: 3 clusters Score -3322720 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3323170.000000 Penalty: 5033.466797
	Iteration 7Q: 3 clusters Score -3323170 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3323831.750000 Penalty: 5033.466797
	Iteration 8Q: 3 clusters Score -3323832 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3324778.250000 Penalty: 5033.466797
	Iteration 9F: 3 clusters Score -3324778 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3326031.250000 Penalty: 5033.466797
	Iteration 10F: 3 clusters Score -3326031 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3327323.750000 Penalty: 5033.466797
	Iteration 11F: 3 clusters Score -3327324 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3328408.000000 Penalty: 5033.466797
	Iteration 12F: 3 clusters Score -3328408 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3328961.250000 Penalty: 5033.466797
	Iteration 13Q: 3 clusters Score -3328961 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3329304.000000 Penalty: 5033.466797
	Iteration 14Q: 3 clusters Score -3329304 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3329531.000000 Penalty: 5033.466797
	Iteration 15Q: 3 clusters Score -3329531 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3329697.500000 Penalty: 5033.466797
	Iteration 16Q: 3 clusters Score -3329698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3329819.250000 Penalty: 5033.466797
	Iteration 17Q: 3 clusters Score -3329819 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3329948.250000 Penalty: 5033.466797
	Iteration 18Q: 3 clusters Score -3329948 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3330066.750000 Penalty: 5033.466797
	Iteration 19Q: 3 clusters Score -3330067 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3330209.500000 Penalty: 5033.466797
	Iteration 20F: 3 clusters Score -3330210 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3330307.250000 Penalty: 5033.466797
	Iteration 21Q: 3 clusters Score -3330307 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3330397.500000 Penalty: 5033.466797
	Iteration 22Q: 3 clusters Score -3330398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3330465.500000 Penalty: 5033.466797
	Iteration 23Q: 3 clusters Score -3330466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3330515.750000 Penalty: 5033.466797
	Iteration 24Q: 3 clusters Score -3330516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3330579.500000 Penalty: 5033.466797
	Iteration 25Q: 3 clusters Score -3330580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3330611.500000 Penalty: 5033.466797
	Iteration 26Q: 3 clusters Score -3330612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3330634.500000 Penalty: 5033.466797
	Iteration 27Q: 3 clusters Score -3330634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3330662.000000 Penalty: 5033.466797
	Iteration 28Q: 3 clusters Score -3330662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3330674.000000 Penalty: 5033.466797
	Iteration 29Q: 3 clusters Score -3330674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3330676.250000 Penalty: 5033.466797
	Iteration 30Q: 3 clusters Score -3330676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3330709.000000 Penalty: 5033.466797
	Iteration 31Q: 3 clusters Score -3330709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3330704.250000 Penalty: 5033.466797
	Iteration 32Q: 3 clusters Score -3330704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3330712.000000 Penalty: 5033.466797
	Iteration 33Q: 3 clusters Score -3330712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3330734.500000 Penalty: 5033.466797
	Iteration 34Q: 3 clusters Score -3330734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3330753.500000 Penalty: 5033.466797
	Iteration 35Q: 3 clusters Score -3330754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3330773.250000 Penalty: 5033.466797
	Iteration 36Q: 3 clusters Score -3330773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3330784.000000 Penalty: 5033.466797
	Iteration 37Q: 3 clusters Score -3330784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3330800.500000 Penalty: 5033.466797
	Iteration 38Q: 3 clusters Score -3330800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3330806.000000 Penalty: 5033.466797
	Iteration 39Q: 3 clusters Score -3330806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3330806.250000 Penalty: 5033.466797
	Iteration 40F: 3 clusters Score -3330806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3330817.750000 Penalty: 5033.466797
	Iteration 41Q: 3 clusters Score -3330818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3330818.500000 Penalty: 5033.466797
	Iteration 42Q: 3 clusters Score -3330818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3330819.500000 Penalty: 5033.466797
	Iteration 43Q: 3 clusters Score -3330820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3330836.250000 Penalty: 5033.466797
	Iteration 44Q: 3 clusters Score -3330836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3330841.750000 Penalty: 5033.466797
	Iteration 45Q: 3 clusters Score -3330842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3330851.000000 Penalty: 5033.466797
	Iteration 46Q: 3 clusters Score -3330851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3330855.500000 Penalty: 5033.466797
	Iteration 47Q: 3 clusters Score -3330856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3330859.250000 Penalty: 5033.466797
	Iteration 48Q: 3 clusters Score -3330859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3330869.750000 Penalty: 5033.466797
	Iteration 49Q: 3 clusters Score -3330870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3330875.500000 Penalty: 5033.466797
	Iteration 50Q: 3 clusters Score -3330876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3330877.500000 Penalty: 5033.466797
	Iteration 51Q: 3 clusters Score -3330878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3330878.250000 Penalty: 5033.466797
	Iteration 52Q: 3 clusters Score -3330878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3330879.750000 Penalty: 5033.466797
	Iteration 53Q: 3 clusters Score -3330880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3330885.750000 Penalty: 5033.466797
	Iteration 54Q: 3 clusters Score -3330886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3330880.250000 Penalty: 5033.466797
	Iteration 55Q: 3 clusters Score -3330880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3330886.000000 Penalty: 5033.466797
	Iteration 56Q: 3 clusters Score -3330886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3330892.000000 Penalty: 5033.466797
	Iteration 57Q: 3 clusters Score -3330892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3330891.000000 Penalty: 5033.466797
	Iteration 58Q: 3 clusters Score -3330891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3330895.250000 Penalty: 5033.466797
	Iteration 59Q: 3 clusters Score -3330895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3330897.750000 Penalty: 5033.466797
	Iteration 60F: 3 clusters Score -3330898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3330902.000000 Penalty: 5033.466797
	Iteration 61Q: 3 clusters Score -3330902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3330894.000000 Penalty: 5033.466797
	Iteration 62Q: 3 clusters Score -3330894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3330895.250000 Penalty: 5033.466797
	Iteration 63Q: 3 clusters Score -3330895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3330900.250000 Penalty: 5033.466797
	Iteration 64Q: 3 clusters Score -3330900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3330902.000000 Penalty: 5033.466797
	Iteration 65Q: 3 clusters Score -3330902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3330905.250000 Penalty: 5033.466797
	Iteration 66Q: 3 clusters Score -3330905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3330906.000000 Penalty: 5033.466797
	Iteration 67Q: 3 clusters Score -3330906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3330911.500000 Penalty: 5033.466797
	Iteration 68Q: 3 clusters Score -3330912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3330913.250000 Penalty: 5033.466797
	Iteration 69Q: 3 clusters Score -3330913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3330912.000000 Penalty: 5033.466797
	Iteration 70Q: 3 clusters Score -3330912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3330907.750000 Penalty: 5033.466797
	Iteration 71Q: 3 clusters Score -3330908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3330909.250000 Penalty: 5033.466797
	Iteration 72Q: 3 clusters Score -3330909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3330911.250000 Penalty: 5033.466797
	Iteration 73Q: 3 clusters Score -3330911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3330913.000000 Penalty: 5033.466797
	Iteration 74Q: 3 clusters Score -3330913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3330912.250000 Penalty: 5033.466797
	Iteration 75Q: 3 clusters Score -3330912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3330914.000000 Penalty: 5033.466797
	Iteration 76Q: 3 clusters Score -3330914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3330914.250000 Penalty: 5033.466797
	Iteration 77Q: 3 clusters Score -3330914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3330913.000000 Penalty: 5033.466797
	Iteration 78Q: 3 clusters Score -3330913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3330913.000000 Penalty: 5033.466797
	Iteration 79F: 3 clusters Score -3330913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173958 members 
Entering Unmasked Estep 
Score: -22604376.000000 Penalty: 2992.509277
	Iteration 0F: 2 clusters Score -2.260438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -22491888.000000 Penalty: 5985.018555
	Iteration 0F: 3 clusters Score -2.249189e+07 nChanged 83382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -22540126.000000 Penalty: 5985.018555
	Iteration 1F: 3 clusters Score -2.254013e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -22540758.000000 Penalty: 5985.018555
	Iteration 2Q: 3 clusters Score -2.254076e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -22541582.000000 Penalty: 5985.018555
	Iteration 3Q: 3 clusters Score -2.254158e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -22542770.000000 Penalty: 5985.018555
	Iteration 4Q: 3 clusters Score -2.254277e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -22544626.000000 Penalty: 5985.018555
	Iteration 5Q: 3 clusters Score -2.254463e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -22547836.000000 Penalty: 5985.018555
	Iteration 6Q: 3 clusters Score -2.254784e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -22553270.000000 Penalty: 5985.018555
	Iteration 7F: 3 clusters Score -2.255327e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -22561742.000000 Penalty: 5985.018555
	Iteration 8F: 3 clusters Score -2.256174e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -22572394.000000 Penalty: 5985.018555
	Iteration 9F: 3 clusters Score -2.257239e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 138476 members 
Entering Unmasked Estep 
Score: -22582398.000000 Penalty: 5985.018555
	Iteration 10F: 3 clusters Score -2.25824e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -22589420.000000 Penalty: 5985.018555
	Iteration 11Q: 3 clusters Score -2.258942e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -22593106.000000 Penalty: 5985.018555
	Iteration 12Q: 3 clusters Score -2.259311e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 149040 members 
Entering Unmasked Estep 
Score: -22595076.000000 Penalty: 5985.018555
	Iteration 13Q: 3 clusters Score -2.259508e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -22596416.000000 Penalty: 5985.018555
	Iteration 14Q: 3 clusters Score -2.259642e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 152680 members 
Entering Unmasked Estep 
Score: -22597274.000000 Penalty: 5985.018555
	Iteration 15Q: 3 clusters Score -2.259727e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 154235 members 
Entering Unmasked Estep 
Score: -22597996.000000 Penalty: 5985.018555
	Iteration 16Q: 3 clusters Score -2.2598e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -22598706.000000 Penalty: 5985.018555
	Iteration 17Q: 3 clusters Score -2.259871e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 157116 members 
Entering Unmasked Estep 
Score: -22599372.000000 Penalty: 5985.018555
	Iteration 18Q: 3 clusters Score -2.259937e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -22599870.000000 Penalty: 5985.018555
	Iteration 19Q: 3 clusters Score -2.259987e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -22600368.000000 Penalty: 5985.018555
	Iteration 20F: 3 clusters Score -2.260037e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -22600784.000000 Penalty: 5985.018555
	Iteration 21Q: 3 clusters Score -2.260078e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -22601278.000000 Penalty: 5985.018555
	Iteration 22Q: 3 clusters Score -2.260128e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -22601482.000000 Penalty: 5985.018555
	Iteration 23Q: 3 clusters Score -2.260148e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 164085 members 
Entering Unmasked Estep 
Score: -22601754.000000 Penalty: 5985.018555
	Iteration 24Q: 3 clusters Score -2.260175e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -22601948.000000 Penalty: 5985.018555
	Iteration 25Q: 3 clusters Score -2.260195e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 165978 members 
Entering Unmasked Estep 
Score: -22602132.000000 Penalty: 5985.018555
	Iteration 26Q: 3 clusters Score -2.260213e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -22602200.000000 Penalty: 5985.018555
	Iteration 27Q: 3 clusters Score -2.26022e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -22602256.000000 Penalty: 5985.018555
	Iteration 28Q: 3 clusters Score -2.260226e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 168175 members 
Entering Unmasked Estep 
Score: -22602420.000000 Penalty: 5985.018555
	Iteration 29Q: 3 clusters Score -2.260242e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -22602552.000000 Penalty: 5985.018555
	Iteration 30Q: 3 clusters Score -2.260255e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -22602596.000000 Penalty: 5985.018555
	Iteration 31Q: 3 clusters Score -2.26026e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -22602596.000000 Penalty: 5985.018555
	Iteration 32Q: 3 clusters Score -2.26026e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -22602566.000000 Penalty: 5985.018555
	Iteration 33Q: 3 clusters Score -2.260257e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -22602514.000000 Penalty: 5985.018555
	Iteration 34Q: 3 clusters Score -2.260251e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -22602480.000000 Penalty: 5985.018555
	Iteration 35Q: 3 clusters Score -2.260248e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -22602468.000000 Penalty: 5985.018555
	Iteration 36Q: 3 clusters Score -2.260247e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -22602548.000000 Penalty: 5985.018555
	Iteration 37Q: 3 clusters Score -2.260255e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -22602532.000000 Penalty: 5985.018555
	Iteration 38Q: 3 clusters Score -2.260253e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -22602544.000000 Penalty: 5985.018555
	Iteration 39Q: 3 clusters Score -2.260254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171239 members 
Entering Unmasked Estep 
Score: -22602536.000000 Penalty: 5985.018555
	Iteration 40F: 3 clusters Score -2.260254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 171341 members 
Entering Unmasked Estep 
Score: -22602558.000000 Penalty: 5985.018555
	Iteration 41Q: 3 clusters Score -2.260256e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -22602546.000000 Penalty: 5985.018555
	Iteration 42Q: 3 clusters Score -2.260255e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -22602542.000000 Penalty: 5985.018555
	Iteration 43Q: 3 clusters Score -2.260254e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -22602520.000000 Penalty: 5985.018555
	Iteration 44Q: 3 clusters Score -2.260252e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -22602522.000000 Penalty: 5985.018555
	Iteration 45Q: 3 clusters Score -2.260252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -22602526.000000 Penalty: 5985.018555
	Iteration 46Q: 3 clusters Score -2.260253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -22602506.000000 Penalty: 5985.018555
	Iteration 47Q: 3 clusters Score -2.260251e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -22602506.000000 Penalty: 5985.018555
	Iteration 48Q: 3 clusters Score -2.260251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -22602492.000000 Penalty: 5985.018555
	Iteration 49Q: 3 clusters Score -2.260249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -22602488.000000 Penalty: 5985.018555
	Iteration 50Q: 3 clusters Score -2.260249e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -22602476.000000 Penalty: 5985.018555
	Iteration 51Q: 3 clusters Score -2.260248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 171953 members 
Entering Unmasked Estep 
Score: -22602478.000000 Penalty: 5985.018555
	Iteration 52Q: 3 clusters Score -2.260248e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -22602470.000000 Penalty: 5985.018555
	Iteration 53Q: 3 clusters Score -2.260247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 172014 members 
Entering Unmasked Estep 
Score: -22602472.000000 Penalty: 5985.018555
	Iteration 54Q: 3 clusters Score -2.260247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -22602486.000000 Penalty: 5985.018555
	Iteration 55Q: 3 clusters Score -2.260249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -22602486.000000 Penalty: 5985.018555
	Iteration 56Q: 3 clusters Score -2.260249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -22602500.000000 Penalty: 5985.018555
	Iteration 57Q: 3 clusters Score -2.26025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 172070 members 
Entering Unmasked Estep 
Score: -22602494.000000 Penalty: 5985.018555
	Iteration 58Q: 3 clusters Score -2.260249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 172084 members 
Entering Unmasked Estep 
Score: -22602498.000000 Penalty: 5985.018555
	Iteration 59Q: 3 clusters Score -2.26025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -22602504.000000 Penalty: 5985.018555
	Iteration 60F: 3 clusters Score -2.26025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -22602502.000000 Penalty: 5985.018555
	Iteration 61Q: 3 clusters Score -2.26025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 172129 members 
Entering Unmasked Estep 
Score: -22602486.000000 Penalty: 5985.018555
	Iteration 62Q: 3 clusters Score -2.260249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -22602482.000000 Penalty: 5985.018555
	Iteration 63Q: 3 clusters Score -2.260248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 172160 members 
Entering Unmasked Estep 
Score: -22602482.000000 Penalty: 5985.018555
	Iteration 64Q: 3 clusters Score -2.260248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -22602482.000000 Penalty: 5985.018555
	Iteration 65Q: 3 clusters Score -2.260248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -22602480.000000 Penalty: 5985.018555
	Iteration 66Q: 3 clusters Score -2.260248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 172194 members 
Entering Unmasked Estep 
Score: -22602468.000000 Penalty: 5985.018555
	Iteration 67Q: 3 clusters Score -2.260247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
Score: -22602484.000000 Penalty: 5985.018555
	Iteration 68Q: 3 clusters Score -2.260248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -22602476.000000 Penalty: 5985.018555
	Iteration 69Q: 3 clusters Score -2.260248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -22602476.000000 Penalty: 5985.018555
	Iteration 70Q: 3 clusters Score -2.260248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22602480.000000 Penalty: 5985.018555
	Iteration 71Q: 3 clusters Score -2.260248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -22602470.000000 Penalty: 5985.018555
	Iteration 72Q: 3 clusters Score -2.260247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -22602472.000000 Penalty: 5985.018555
	Iteration 73Q: 3 clusters Score -2.260247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -22602492.000000 Penalty: 5985.018555
	Iteration 74Q: 3 clusters Score -2.260249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 172231 members 
Entering Unmasked Estep 
Score: -22602470.000000 Penalty: 5985.018555
	Iteration 75Q: 3 clusters Score -2.260247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 172234 members 
Entering Unmasked Estep 
Score: -22602476.000000 Penalty: 5985.018555
	Iteration 76Q: 3 clusters Score -2.260248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -22602458.000000 Penalty: 5985.018555
	Iteration 77Q: 3 clusters Score -2.260246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -22602458.000000 Penalty: 5985.018555
	Iteration 78F: 3 clusters Score -2.260246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -39752.203125 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -39752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38448.308594 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -38448.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38731.238281 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -38731.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38863.843750 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -38863.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38964.472656 Penalty: 2979.151367
	Iteration 3F: 3 clusters Score -38964.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39080.695312 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -39080.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39148.316406 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -39148.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39190.261719 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -39190.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39214.964844 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -39214.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39226.984375 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -39226.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39226.984375 Penalty: 2979.151367
	Iteration 9F: 3 clusters Score -39226.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -556110.062500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -556110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -551937.625000 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -551937.6 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -552920.250000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -552920.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -553145.875000 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -553145.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -553315.625000 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -553315.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -553445.562500 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -553445.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -553558.312500 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -553558.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -553646.125000 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -553646.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -553724.750000 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -553724.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -553783.250000 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -553783.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -553834.437500 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -553834.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -553871.625000 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -553871.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -553912.875000 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -553912.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -553953.875000 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -553953.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -553993.750000 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -553993.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -554035.562500 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -554035.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -554081.500000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -554081.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -554120.750000 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -554120.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -554154.187500 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -554154.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -554178.562500 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -554178.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -554201.375000 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -554201.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -554225.437500 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -554225.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -554247.812500 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -554247.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -554267.875000 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -554267.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -554284.750000 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -554284.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -554298.937500 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -554298.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -554312.562500 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -554312.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -554322.500000 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -554322.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -554329.562500 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -554329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -554337.875000 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -554337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -554344.062500 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -554344.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -554350.937500 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -554350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -554356.625000 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -554356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -554360.500000 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -554360.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -554366.375000 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -554366.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -554368.312500 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -554368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -554375.312500 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -554375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -554376.312500 Penalty: 4163.596191
	Iteration 36Q: 3 clusters Score -554376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -554380.750000 Penalty: 4163.596191
	Iteration 37Q: 3 clusters Score -554380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -554384.625000 Penalty: 4163.596191
	Iteration 38Q: 3 clusters Score -554384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -554389.562500 Penalty: 4163.596191
	Iteration 39Q: 3 clusters Score -554389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -554390.437500 Penalty: 4163.596191
	Iteration 40F: 3 clusters Score -554390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -554392.875000 Penalty: 4163.596191
	Iteration 41Q: 3 clusters Score -554392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -554393.812500 Penalty: 4163.596191
	Iteration 42Q: 3 clusters Score -554393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -554393.812500 Penalty: 4163.596191
	Iteration 43F: 3 clusters Score -554393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Entering Unmasked Estep 
Score: -22526854.000000 Penalty: 2994.376953
	Iteration 0F: 2 clusters Score -2.252685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -22412426.000000 Penalty: 5988.753906
	Iteration 0F: 3 clusters Score -2.241243e+07 nChanged 84002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -22462364.000000 Penalty: 5988.753906
	Iteration 1F: 3 clusters Score -2.246236e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -22463948.000000 Penalty: 5988.753906
	Iteration 2Q: 3 clusters Score -2.246395e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -22466160.000000 Penalty: 5988.753906
	Iteration 3Q: 3 clusters Score -2.246616e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -22469768.000000 Penalty: 5988.753906
	Iteration 4Q: 3 clusters Score -2.246977e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -22475368.000000 Penalty: 5988.753906
	Iteration 5F: 3 clusters Score -2.247537e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -22483856.000000 Penalty: 5988.753906
	Iteration 6F: 3 clusters Score -2.248386e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130507 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -22494722.000000 Penalty: 5988.753906
	Iteration 7F: 3 clusters Score -2.249472e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140802 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -22505248.000000 Penalty: 5988.753906
	Iteration 8F: 3 clusters Score -2.250525e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -22513434.000000 Penalty: 5988.753906
	Iteration 9F: 3 clusters Score -2.251343e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -22518494.000000 Penalty: 5988.753906
	Iteration 10Q: 3 clusters Score -2.251849e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156770 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -22521166.000000 Penalty: 5988.753906
	Iteration 11Q: 3 clusters Score -2.252117e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -22522824.000000 Penalty: 5988.753906
	Iteration 12Q: 3 clusters Score -2.252282e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161252 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -22524142.000000 Penalty: 5988.753906
	Iteration 13Q: 3 clusters Score -2.252414e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -22524988.000000 Penalty: 5988.753906
	Iteration 14Q: 3 clusters Score -2.252499e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -22525488.000000 Penalty: 5988.753906
	Iteration 15Q: 3 clusters Score -2.252549e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -22525872.000000 Penalty: 5988.753906
	Iteration 16Q: 3 clusters Score -2.252587e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -22526036.000000 Penalty: 5988.753906
	Iteration 17Q: 3 clusters Score -2.252604e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -22526366.000000 Penalty: 5988.753906
	Iteration 18Q: 3 clusters Score -2.252637e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -22526424.000000 Penalty: 5988.753906
	Iteration 19Q: 3 clusters Score -2.252642e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -22526500.000000 Penalty: 5988.753906
	Iteration 20F: 3 clusters Score -2.25265e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -22526572.000000 Penalty: 5988.753906
	Iteration 21Q: 3 clusters Score -2.252657e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170032 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -22526602.000000 Penalty: 5988.753906
	Iteration 22Q: 3 clusters Score -2.25266e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170513 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -22526598.000000 Penalty: 5988.753906
	Iteration 23Q: 3 clusters Score -2.25266e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -22526528.000000 Penalty: 5988.753906
	Iteration 24Q: 3 clusters Score -2.252653e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22526564.000000 Penalty: 5988.753906
	Iteration 25Q: 3 clusters Score -2.252656e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171535 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -22526518.000000 Penalty: 5988.753906
	Iteration 26Q: 3 clusters Score -2.252652e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171770 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -22526500.000000 Penalty: 5988.753906
	Iteration 27Q: 3 clusters Score -2.25265e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22526460.000000 Penalty: 5988.753906
	Iteration 28Q: 3 clusters Score -2.252646e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172078 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22526530.000000 Penalty: 5988.753906
	Iteration 29Q: 3 clusters Score -2.252653e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22526482.000000 Penalty: 5988.753906
	Iteration 30Q: 3 clusters Score -2.252648e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22526446.000000 Penalty: 5988.753906
	Iteration 31Q: 3 clusters Score -2.252645e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22526468.000000 Penalty: 5988.753906
	Iteration 32Q: 3 clusters Score -2.252647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22526426.000000 Penalty: 5988.753906
	Iteration 33Q: 3 clusters Score -2.252643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -22526420.000000 Penalty: 5988.753906
	Iteration 34Q: 3 clusters Score -2.252642e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22526386.000000 Penalty: 5988.753906
	Iteration 35Q: 3 clusters Score -2.252639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22526328.000000 Penalty: 5988.753906
	Iteration 36Q: 3 clusters Score -2.252633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22526308.000000 Penalty: 5988.753906
	Iteration 37Q: 3 clusters Score -2.252631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -22526332.000000 Penalty: 5988.753906
	Iteration 38Q: 3 clusters Score -2.252633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -22526284.000000 Penalty: 5988.753906
	Iteration 39Q: 3 clusters Score -2.252628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -22526294.000000 Penalty: 5988.753906
	Iteration 40F: 3 clusters Score -2.252629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -22526302.000000 Penalty: 5988.753906
	Iteration 41Q: 3 clusters Score -2.25263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22526318.000000 Penalty: 5988.753906
	Iteration 42Q: 3 clusters Score -2.252632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172836 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22526326.000000 Penalty: 5988.753906
	Iteration 43Q: 3 clusters Score -2.252633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -22526320.000000 Penalty: 5988.753906
	Iteration 44Q: 3 clusters Score -2.252632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172868 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -22526332.000000 Penalty: 5988.753906
	Iteration 45Q: 3 clusters Score -2.252633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22526318.000000 Penalty: 5988.753906
	Iteration 46Q: 3 clusters Score -2.252632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22526312.000000 Penalty: 5988.753906
	Iteration 47Q: 3 clusters Score -2.252631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22526318.000000 Penalty: 5988.753906
	Iteration 48Q: 3 clusters Score -2.252632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172926 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -22526328.000000 Penalty: 5988.753906
	Iteration 49Q: 3 clusters Score -2.252633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172939 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -22526328.000000 Penalty: 5988.753906
	Iteration 50Q: 3 clusters Score -2.252633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172947 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22526340.000000 Penalty: 5988.753906
	Iteration 51Q: 3 clusters Score -2.252634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -22526322.000000 Penalty: 5988.753906
	Iteration 52Q: 3 clusters Score -2.252632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172965 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22526334.000000 Penalty: 5988.753906
	Iteration 53Q: 3 clusters Score -2.252633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22526338.000000 Penalty: 5988.753906
	Iteration 54Q: 3 clusters Score -2.252634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22526336.000000 Penalty: 5988.753906
	Iteration 55Q: 3 clusters Score -2.252634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172992 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -22526334.000000 Penalty: 5988.753906
	Iteration 56Q: 3 clusters Score -2.252633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172996 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -22526326.000000 Penalty: 5988.753906
	Iteration 57Q: 3 clusters Score -2.252633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173002 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -22526316.000000 Penalty: 5988.753906
	Iteration 58Q: 3 clusters Score -2.252632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -22526318.000000 Penalty: 5988.753906
	Iteration 59Q: 3 clusters Score -2.252632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173015 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -22526304.000000 Penalty: 5988.753906
	Iteration 60F: 3 clusters Score -2.25263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -22526312.000000 Penalty: 5988.753906
	Iteration 61Q: 3 clusters Score -2.252631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -22526304.000000 Penalty: 5988.753906
	Iteration 62Q: 3 clusters Score -2.25263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22526296.000000 Penalty: 5988.753906
	Iteration 63Q: 3 clusters Score -2.25263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -22526278.000000 Penalty: 5988.753906
	Iteration 64Q: 3 clusters Score -2.252628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173043 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22526278.000000 Penalty: 5988.753906
	Iteration 65Q: 3 clusters Score -2.252628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22526276.000000 Penalty: 5988.753906
	Iteration 66Q: 3 clusters Score -2.252628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22526268.000000 Penalty: 5988.753906
	Iteration 67Q: 3 clusters Score -2.252627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22526256.000000 Penalty: 5988.753906
	Iteration 68Q: 3 clusters Score -2.252626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22526260.000000 Penalty: 5988.753906
	Iteration 69Q: 3 clusters Score -2.252626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22526268.000000 Penalty: 5988.753906
	Iteration 70Q: 3 clusters Score -2.252627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22526268.000000 Penalty: 5988.753906
	Iteration 71F: 3 clusters Score -2.252627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2491056.000000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2491056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2477494.500000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2477494 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2482181.500000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2482182 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2482809.000000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2482809 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2483475.500000 Penalty: 4894.946777
	Iteration 3F: 3 clusters Score -2483476 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2484163.000000 Penalty: 4894.946777
	Iteration 4F: 3 clusters Score -2484163 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2484938.500000 Penalty: 4894.946777
	Iteration 5F: 3 clusters Score -2484938 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2485736.500000 Penalty: 4894.946777
	Iteration 6F: 3 clusters Score -2485736 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2486534.500000 Penalty: 4894.946777
	Iteration 7F: 3 clusters Score -2486534 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2487320.000000 Penalty: 4894.946777
	Iteration 8F: 3 clusters Score -2487320 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2487916.000000 Penalty: 4894.946777
	Iteration 9Q: 3 clusters Score -2487916 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2488270.000000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -2488270 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2488452.250000 Penalty: 4894.946777
	Iteration 11Q: 3 clusters Score -2488452 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2488557.750000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -2488558 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2488646.500000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -2488646 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2488730.750000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2488731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2488784.500000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2488784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2488832.750000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2488833 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2488873.250000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2488873 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2488911.250000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2488911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2488938.250000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2488938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2488968.750000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2488969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2488992.500000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2488992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2489013.500000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2489014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2489033.250000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -2489033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2489050.750000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -2489051 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2489061.000000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -2489061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2489073.750000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -2489074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2489078.500000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -2489078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2489099.000000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -2489099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2489116.250000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -2489116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2489125.000000 Penalty: 4894.946777
	Iteration 30Q: 3 clusters Score -2489125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2489129.250000 Penalty: 4894.946777
	Iteration 31Q: 3 clusters Score -2489129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2489150.500000 Penalty: 4894.946777
	Iteration 32Q: 3 clusters Score -2489150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2489169.750000 Penalty: 4894.946777
	Iteration 33Q: 3 clusters Score -2489170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2489185.750000 Penalty: 4894.946777
	Iteration 34Q: 3 clusters Score -2489186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2489202.500000 Penalty: 4894.946777
	Iteration 35Q: 3 clusters Score -2489202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2489211.000000 Penalty: 4894.946777
	Iteration 36Q: 3 clusters Score -2489211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2489234.250000 Penalty: 4894.946777
	Iteration 37Q: 3 clusters Score -2489234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2489245.250000 Penalty: 4894.946777
	Iteration 38Q: 3 clusters Score -2489245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2489261.500000 Penalty: 4894.946777
	Iteration 39Q: 3 clusters Score -2489262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2489268.000000 Penalty: 4894.946777
	Iteration 40F: 3 clusters Score -2489268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2489277.750000 Penalty: 4894.946777
	Iteration 41Q: 3 clusters Score -2489278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2489290.250000 Penalty: 4894.946777
	Iteration 42Q: 3 clusters Score -2489290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2489301.000000 Penalty: 4894.946777
	Iteration 43Q: 3 clusters Score -2489301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2489303.250000 Penalty: 4894.946777
	Iteration 44Q: 3 clusters Score -2489303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2489308.250000 Penalty: 4894.946777
	Iteration 45Q: 3 clusters Score -2489308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2489318.000000 Penalty: 4894.946777
	Iteration 46Q: 3 clusters Score -2489318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2489319.750000 Penalty: 4894.946777
	Iteration 47Q: 3 clusters Score -2489320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2489333.500000 Penalty: 4894.946777
	Iteration 48Q: 3 clusters Score -2489334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2489337.750000 Penalty: 4894.946777
	Iteration 49Q: 3 clusters Score -2489338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2489336.500000 Penalty: 4894.946777
	Iteration 50Q: 3 clusters Score -2489336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2489339.750000 Penalty: 4894.946777
	Iteration 51Q: 3 clusters Score -2489340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2489344.000000 Penalty: 4894.946777
	Iteration 52Q: 3 clusters Score -2489344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2489343.500000 Penalty: 4894.946777
	Iteration 53Q: 3 clusters Score -2489344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2489354.250000 Penalty: 4894.946777
	Iteration 54Q: 3 clusters Score -2489354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2489355.250000 Penalty: 4894.946777
	Iteration 55Q: 3 clusters Score -2489355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2489363.750000 Penalty: 4894.946777
	Iteration 56Q: 3 clusters Score -2489364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2489363.000000 Penalty: 4894.946777
	Iteration 57Q: 3 clusters Score -2489363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2489368.000000 Penalty: 4894.946777
	Iteration 58Q: 3 clusters Score -2489368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2489371.500000 Penalty: 4894.946777
	Iteration 59Q: 3 clusters Score -2489372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2489374.500000 Penalty: 4894.946777
	Iteration 60F: 3 clusters Score -2489374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2489375.250000 Penalty: 4894.946777
	Iteration 61Q: 3 clusters Score -2489375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2489374.750000 Penalty: 4894.946777
	Iteration 62Q: 3 clusters Score -2489375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2489383.000000 Penalty: 4894.946777
	Iteration 63Q: 3 clusters Score -2489383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2489379.750000 Penalty: 4894.946777
	Iteration 64Q: 3 clusters Score -2489380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2489386.000000 Penalty: 4894.946777
	Iteration 65Q: 3 clusters Score -2489386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2489384.500000 Penalty: 4894.946777
	Iteration 66Q: 3 clusters Score -2489384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2489390.000000 Penalty: 4894.946777
	Iteration 67Q: 3 clusters Score -2489390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2489387.500000 Penalty: 4894.946777
	Iteration 68Q: 3 clusters Score -2489388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2489395.000000 Penalty: 4894.946777
	Iteration 69Q: 3 clusters Score -2489395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2489394.500000 Penalty: 4894.946777
	Iteration 70Q: 3 clusters Score -2489394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2489394.000000 Penalty: 4894.946777
	Iteration 71Q: 3 clusters Score -2489394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2489410.250000 Penalty: 4894.946777
	Iteration 72Q: 3 clusters Score -2489410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2489415.500000 Penalty: 4894.946777
	Iteration 73Q: 3 clusters Score -2489416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2489412.750000 Penalty: 4894.946777
	Iteration 74Q: 3 clusters Score -2489413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2489413.250000 Penalty: 4894.946777
	Iteration 75Q: 3 clusters Score -2489413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2489415.500000 Penalty: 4894.946777
	Iteration 76Q: 3 clusters Score -2489416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2489416.500000 Penalty: 4894.946777
	Iteration 77Q: 3 clusters Score -2489416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2489424.750000 Penalty: 4894.946777
	Iteration 78Q: 3 clusters Score -2489425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2489433.000000 Penalty: 4894.946777
	Iteration 79Q: 3 clusters Score -2489433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2489440.750000 Penalty: 4894.946777
	Iteration 80F: 3 clusters Score -2489441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2489442.500000 Penalty: 4894.946777
	Iteration 81Q: 3 clusters Score -2489442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2489444.750000 Penalty: 4894.946777
	Iteration 82Q: 3 clusters Score -2489445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2489450.750000 Penalty: 4894.946777
	Iteration 83Q: 3 clusters Score -2489451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2489461.500000 Penalty: 4894.946777
	Iteration 84Q: 3 clusters Score -2489462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2489456.250000 Penalty: 4894.946777
	Iteration 85Q: 3 clusters Score -2489456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2489465.500000 Penalty: 4894.946777
	Iteration 86Q: 3 clusters Score -2489466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2489466.750000 Penalty: 4894.946777
	Iteration 87Q: 3 clusters Score -2489467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2489474.500000 Penalty: 4894.946777
	Iteration 88Q: 3 clusters Score -2489474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2489482.000000 Penalty: 4894.946777
	Iteration 89Q: 3 clusters Score -2489482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2489491.750000 Penalty: 4894.946777
	Iteration 90Q: 3 clusters Score -2489492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2489492.000000 Penalty: 4894.946777
	Iteration 91Q: 3 clusters Score -2489492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2489500.000000 Penalty: 4894.946777
	Iteration 92Q: 3 clusters Score -2489500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2489502.500000 Penalty: 4894.946777
	Iteration 93Q: 3 clusters Score -2489502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2489517.500000 Penalty: 4894.946777
	Iteration 94Q: 3 clusters Score -2489518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2489511.250000 Penalty: 4894.946777
	Iteration 95Q: 3 clusters Score -2489511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2489519.250000 Penalty: 4894.946777
	Iteration 96Q: 3 clusters Score -2489519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2489516.000000 Penalty: 4894.946777
	Iteration 97Q: 3 clusters Score -2489516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2489516.750000 Penalty: 4894.946777
	Iteration 98Q: 3 clusters Score -2489517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2489521.000000 Penalty: 4894.946777
	Iteration 99Q: 3 clusters Score -2489521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2489520.750000 Penalty: 4894.946777
	Iteration 100F: 3 clusters Score -2489521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2489523.500000 Penalty: 4894.946777
	Iteration 101Q: 3 clusters Score -2489524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2489518.750000 Penalty: 4894.946777
	Iteration 102Q: 3 clusters Score -2489519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2489521.500000 Penalty: 4894.946777
	Iteration 103Q: 3 clusters Score -2489522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2489528.000000 Penalty: 4894.946777
	Iteration 104Q: 3 clusters Score -2489528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2489536.250000 Penalty: 4894.946777
	Iteration 105Q: 3 clusters Score -2489536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2489539.500000 Penalty: 4894.946777
	Iteration 106Q: 3 clusters Score -2489540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2489541.250000 Penalty: 4894.946777
	Iteration 107Q: 3 clusters Score -2489541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2489547.500000 Penalty: 4894.946777
	Iteration 108Q: 3 clusters Score -2489548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2489549.750000 Penalty: 4894.946777
	Iteration 109Q: 3 clusters Score -2489550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2489547.500000 Penalty: 4894.946777
	Iteration 110Q: 3 clusters Score -2489548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2489550.500000 Penalty: 4894.946777
	Iteration 111Q: 3 clusters Score -2489550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2489559.750000 Penalty: 4894.946777
	Iteration 112Q: 3 clusters Score -2489560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2489566.250000 Penalty: 4894.946777
	Iteration 113Q: 3 clusters Score -2489566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2489568.750000 Penalty: 4894.946777
	Iteration 114Q: 3 clusters Score -2489569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2489567.750000 Penalty: 4894.946777
	Iteration 115Q: 3 clusters Score -2489568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2489572.000000 Penalty: 4894.946777
	Iteration 116Q: 3 clusters Score -2489572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2489572.000000 Penalty: 4894.946777
	Iteration 117Q: 3 clusters Score -2489572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2489572.750000 Penalty: 4894.946777
	Iteration 118Q: 3 clusters Score -2489573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2489574.250000 Penalty: 4894.946777
	Iteration 119Q: 3 clusters Score -2489574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2489583.250000 Penalty: 4894.946777
	Iteration 120F: 3 clusters Score -2489583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2489577.500000 Penalty: 4894.946777
	Iteration 121Q: 3 clusters Score -2489578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2489579.000000 Penalty: 4894.946777
	Iteration 122Q: 3 clusters Score -2489579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2489574.750000 Penalty: 4894.946777
	Iteration 123Q: 3 clusters Score -2489575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2489577.000000 Penalty: 4894.946777
	Iteration 124Q: 3 clusters Score -2489577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2489578.250000 Penalty: 4894.946777
	Iteration 125Q: 3 clusters Score -2489578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2489578.750000 Penalty: 4894.946777
	Iteration 126Q: 3 clusters Score -2489579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2489577.000000 Penalty: 4894.946777
	Iteration 127Q: 3 clusters Score -2489577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2489583.500000 Penalty: 4894.946777
	Iteration 128Q: 3 clusters Score -2489584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2489578.000000 Penalty: 4894.946777
	Iteration 129Q: 3 clusters Score -2489578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2489576.750000 Penalty: 4894.946777
	Iteration 130Q: 3 clusters Score -2489577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2489578.250000 Penalty: 4894.946777
	Iteration 131Q: 3 clusters Score -2489578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2489579.250000 Penalty: 4894.946777
	Iteration 132Q: 3 clusters Score -2489579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2489580.750000 Penalty: 4894.946777
	Iteration 133Q: 3 clusters Score -2489581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2489578.000000 Penalty: 4894.946777
	Iteration 134Q: 3 clusters Score -2489578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2489580.750000 Penalty: 4894.946777
	Iteration 135Q: 3 clusters Score -2489581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2489580.000000 Penalty: 4894.946777
	Iteration 136Q: 3 clusters Score -2489580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2489581.250000 Penalty: 4894.946777
	Iteration 137Q: 3 clusters Score -2489581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2489580.250000 Penalty: 4894.946777
	Iteration 138Q: 3 clusters Score -2489580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2489579.500000 Penalty: 4894.946777
	Iteration 139Q: 3 clusters Score -2489580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2489579.500000 Penalty: 4894.946777
	Iteration 140F: 3 clusters Score -2489580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (187035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Entering Unmasked Estep 
Score: -24004260.000000 Penalty: 3010.484863
	Iteration 0F: 2 clusters Score -2.400426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -23882578.000000 Penalty: 6020.969727
	Iteration 0F: 3 clusters Score -2.388258e+07 nChanged 89921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -23935702.000000 Penalty: 6020.969727
	Iteration 1F: 3 clusters Score -2.39357e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105727 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -23937554.000000 Penalty: 6020.969727
	Iteration 2Q: 3 clusters Score -2.393755e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -23940410.000000 Penalty: 6020.969727
	Iteration 3Q: 3 clusters Score -2.394041e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -23946128.000000 Penalty: 6020.969727
	Iteration 4F: 3 clusters Score -2.394613e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136964 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -23956642.000000 Penalty: 6020.969727
	Iteration 5F: 3 clusters Score -2.395664e+07 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -23972320.000000 Penalty: 6020.969727
	Iteration 6F: 3 clusters Score -2.397232e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -23988038.000000 Penalty: 6020.969727
	Iteration 7F: 3 clusters Score -2.398804e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -23996854.000000 Penalty: 6020.969727
	Iteration 8F: 3 clusters Score -2.399685e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185386 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24000082.000000 Penalty: 6020.969727
	Iteration 9Q: 3 clusters Score -2.400008e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -24001070.000000 Penalty: 6020.969727
	Iteration 10Q: 3 clusters Score -2.400107e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24001392.000000 Penalty: 6020.969727
	Iteration 11Q: 3 clusters Score -2.400139e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24001462.000000 Penalty: 6020.969727
	Iteration 12Q: 3 clusters Score -2.400146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186814 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24001502.000000 Penalty: 6020.969727
	Iteration 13Q: 3 clusters Score -2.40015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24001532.000000 Penalty: 6020.969727
	Iteration 14Q: 3 clusters Score -2.400153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24001552.000000 Penalty: 6020.969727
	Iteration 15Q: 3 clusters Score -2.400155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186818 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24001556.000000 Penalty: 6020.969727
	Iteration 16Q: 3 clusters Score -2.400156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24001562.000000 Penalty: 6020.969727
	Iteration 17Q: 3 clusters Score -2.400156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24001566.000000 Penalty: 6020.969727
	Iteration 18Q: 3 clusters Score -2.400157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24001576.000000 Penalty: 6020.969727
	Iteration 19Q: 3 clusters Score -2.400158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24001576.000000 Penalty: 6020.969727
	Iteration 20F: 3 clusters Score -2.400158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24001582.000000 Penalty: 6020.969727
	Iteration 21Q: 3 clusters Score -2.400158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24001598.000000 Penalty: 6020.969727
	Iteration 22Q: 3 clusters Score -2.40016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24001600.000000 Penalty: 6020.969727
	Iteration 23Q: 3 clusters Score -2.40016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24001614.000000 Penalty: 6020.969727
	Iteration 24Q: 3 clusters Score -2.400161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24001614.000000 Penalty: 6020.969727
	Iteration 25Q: 3 clusters Score -2.400161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24001620.000000 Penalty: 6020.969727
	Iteration 26Q: 3 clusters Score -2.400162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24001620.000000 Penalty: 6020.969727
	Iteration 27Q: 3 clusters Score -2.400162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24001620.000000 Penalty: 6020.969727
	Iteration 28F: 3 clusters Score -2.400162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -115977.750000 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -115977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114151.914062 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -114151.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114581.468750 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -114581.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114822.679688 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -114822.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -115043.156250 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -115043.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115203.945312 Penalty: 3411.138916
	Iteration 4F: 3 clusters Score -115203.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -115299.085938 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -115299.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -115372.125000 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -115372.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115443.789062 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -115443.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115494.718750 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -115494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115524.562500 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -115524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115551.523438 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -115551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115579.789062 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -115579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115616.359375 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -115616.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115655.640625 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -115655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115691.343750 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -115691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115724.898438 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -115724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115737.640625 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -115737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115743.359375 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -115743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115751.781250 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -115751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115752.835938 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -115752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115760.484375 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -115760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115762.718750 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -115762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115762.718750 Penalty: 3411.138916
	Iteration 22F: 3 clusters Score -115762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Entering Unmasked Estep 
Score: -1075857.875000 Penalty: 2253.221436
	Iteration 0F: 2 clusters Score -1075858 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 4452 members 
Entering Unmasked Estep 
Score: -1069032.500000 Penalty: 4506.442871
	Iteration 0F: 3 clusters Score -1069032 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1070963.125000 Penalty: 4506.442871
	Iteration 1F: 3 clusters Score -1070963 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1071244.875000 Penalty: 4506.442871
	Iteration 2F: 3 clusters Score -1071245 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1071492.000000 Penalty: 4506.442871
	Iteration 3F: 3 clusters Score -1071492 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1071788.500000 Penalty: 4506.442871
	Iteration 4Q: 3 clusters Score -1071788 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1072203.000000 Penalty: 4506.442871
	Iteration 5F: 3 clusters Score -1072203 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1072800.500000 Penalty: 4506.442871
	Iteration 6F: 3 clusters Score -1072800 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1073492.375000 Penalty: 4506.442871
	Iteration 7F: 3 clusters Score -1073492 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1074116.875000 Penalty: 4506.442871
	Iteration 8F: 3 clusters Score -1074117 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1074528.375000 Penalty: 4506.442871
	Iteration 9F: 3 clusters Score -1074528 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1074741.625000 Penalty: 4506.442871
	Iteration 10Q: 3 clusters Score -1074742 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1074864.625000 Penalty: 4506.442871
	Iteration 11Q: 3 clusters Score -1074865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1074927.000000 Penalty: 4506.442871
	Iteration 12Q: 3 clusters Score -1074927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1074958.000000 Penalty: 4506.442871
	Iteration 13Q: 3 clusters Score -1074958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1074986.500000 Penalty: 4506.442871
	Iteration 14Q: 3 clusters Score -1074986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1075003.000000 Penalty: 4506.442871
	Iteration 15Q: 3 clusters Score -1075003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1075013.875000 Penalty: 4506.442871
	Iteration 16Q: 3 clusters Score -1075014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1075023.875000 Penalty: 4506.442871
	Iteration 17Q: 3 clusters Score -1075024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1075031.750000 Penalty: 4506.442871
	Iteration 18Q: 3 clusters Score -1075032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1075036.875000 Penalty: 4506.442871
	Iteration 19Q: 3 clusters Score -1075037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1075036.750000 Penalty: 4506.442871
	Iteration 20F: 3 clusters Score -1075037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1075042.250000 Penalty: 4506.442871
	Iteration 21Q: 3 clusters Score -1075042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1075048.000000 Penalty: 4506.442871
	Iteration 22Q: 3 clusters Score -1075048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1075052.250000 Penalty: 4506.442871
	Iteration 23Q: 3 clusters Score -1075052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1075054.000000 Penalty: 4506.442871
	Iteration 24Q: 3 clusters Score -1075054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1075054.625000 Penalty: 4506.442871
	Iteration 25Q: 3 clusters Score -1075055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1075060.250000 Penalty: 4506.442871
	Iteration 26Q: 3 clusters Score -1075060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1075060.625000 Penalty: 4506.442871
	Iteration 27Q: 3 clusters Score -1075061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1075065.375000 Penalty: 4506.442871
	Iteration 28Q: 3 clusters Score -1075065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1075067.000000 Penalty: 4506.442871
	Iteration 29Q: 3 clusters Score -1075067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1075071.375000 Penalty: 4506.442871
	Iteration 30Q: 3 clusters Score -1075071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1075070.875000 Penalty: 4506.442871
	Iteration 31Q: 3 clusters Score -1075071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1075070.625000 Penalty: 4506.442871
	Iteration 32Q: 3 clusters Score -1075071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1075070.875000 Penalty: 4506.442871
	Iteration 33Q: 3 clusters Score -1075071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1075070.875000 Penalty: 4506.442871
	Iteration 34F: 3 clusters Score -1075071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Entering Unmasked Estep 
Score: -7535665.000000 Penalty: 2719.316406
	Iteration 0F: 2 clusters Score -7535665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7496769.000000 Penalty: 5438.632812
	Iteration 0F: 3 clusters Score -7496769 nChanged 26877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7511892.000000 Penalty: 5438.632812
	Iteration 1F: 3 clusters Score -7511892 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7512460.000000 Penalty: 5438.632812
	Iteration 2Q: 3 clusters Score -7512460 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -7513043.000000 Penalty: 5438.632812
	Iteration 3Q: 3 clusters Score -7513043 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7513621.000000 Penalty: 5438.632812
	Iteration 4Q: 3 clusters Score -7513621 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -7514226.000000 Penalty: 5438.632812
	Iteration 5Q: 3 clusters Score -7514226 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -7514927.000000 Penalty: 5438.632812
	Iteration 6Q: 3 clusters Score -7514927 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -7515948.000000 Penalty: 5438.632812
	Iteration 7Q: 3 clusters Score -7515948 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -7517517.000000 Penalty: 5438.632812
	Iteration 8F: 3 clusters Score -7517517 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7519853.500000 Penalty: 5438.632812
	Iteration 9F: 3 clusters Score -7519854 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -7522991.500000 Penalty: 5438.632812
	Iteration 10F: 3 clusters Score -7522992 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -7526499.000000 Penalty: 5438.632812
	Iteration 11F: 3 clusters Score -7526499 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -7529167.500000 Penalty: 5438.632812
	Iteration 12F: 3 clusters Score -7529168 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -7530839.000000 Penalty: 5438.632812
	Iteration 13Q: 3 clusters Score -7530839 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -7531785.500000 Penalty: 5438.632812
	Iteration 14Q: 3 clusters Score -7531786 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -7532323.000000 Penalty: 5438.632812
	Iteration 15Q: 3 clusters Score -7532323 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7532636.000000 Penalty: 5438.632812
	Iteration 16Q: 3 clusters Score -7532636 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7532855.500000 Penalty: 5438.632812
	Iteration 17Q: 3 clusters Score -7532856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7532985.500000 Penalty: 5438.632812
	Iteration 18Q: 3 clusters Score -7532986 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7533084.000000 Penalty: 5438.632812
	Iteration 19Q: 3 clusters Score -7533084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -7533133.500000 Penalty: 5438.632812
	Iteration 20F: 3 clusters Score -7533134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -7533190.000000 Penalty: 5438.632812
	Iteration 21Q: 3 clusters Score -7533190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -7533222.500000 Penalty: 5438.632812
	Iteration 22Q: 3 clusters Score -7533222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -7533290.000000 Penalty: 5438.632812
	Iteration 23Q: 3 clusters Score -7533290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7533313.500000 Penalty: 5438.632812
	Iteration 24Q: 3 clusters Score -7533314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7533351.500000 Penalty: 5438.632812
	Iteration 25Q: 3 clusters Score -7533352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -7533364.500000 Penalty: 5438.632812
	Iteration 26Q: 3 clusters Score -7533364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -7533381.000000 Penalty: 5438.632812
	Iteration 27Q: 3 clusters Score -7533381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7533386.000000 Penalty: 5438.632812
	Iteration 28Q: 3 clusters Score -7533386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7533382.500000 Penalty: 5438.632812
	Iteration 29Q: 3 clusters Score -7533382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -7533384.500000 Penalty: 5438.632812
	Iteration 30Q: 3 clusters Score -7533384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7533397.500000 Penalty: 5438.632812
	Iteration 31Q: 3 clusters Score -7533398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -7533406.500000 Penalty: 5438.632812
	Iteration 32Q: 3 clusters Score -7533406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7533397.500000 Penalty: 5438.632812
	Iteration 33Q: 3 clusters Score -7533398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -7533399.500000 Penalty: 5438.632812
	Iteration 34Q: 3 clusters Score -7533400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7533394.500000 Penalty: 5438.632812
	Iteration 35Q: 3 clusters Score -7533394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7533396.000000 Penalty: 5438.632812
	Iteration 36Q: 3 clusters Score -7533396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -7533399.000000 Penalty: 5438.632812
	Iteration 37Q: 3 clusters Score -7533399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7533399.000000 Penalty: 5438.632812
	Iteration 38Q: 3 clusters Score -7533399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7533408.500000 Penalty: 5438.632812
	Iteration 39Q: 3 clusters Score -7533408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7533407.000000 Penalty: 5438.632812
	Iteration 40F: 3 clusters Score -7533407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7533401.000000 Penalty: 5438.632812
	Iteration 41Q: 3 clusters Score -7533401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7533399.500000 Penalty: 5438.632812
	Iteration 42Q: 3 clusters Score -7533400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7533395.000000 Penalty: 5438.632812
	Iteration 43Q: 3 clusters Score -7533395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7533395.000000 Penalty: 5438.632812
	Iteration 44F: 3 clusters Score -7533395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Entering Unmasked Estep 
Score: -3993843.250000 Penalty: 2561.733887
	Iteration 0F: 2 clusters Score -3993843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3972986.750000 Penalty: 5123.467773
	Iteration 0F: 3 clusters Score -3972987 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3980529.750000 Penalty: 5123.467773
	Iteration 1F: 3 clusters Score -3980530 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3981056.250000 Penalty: 5123.467773
	Iteration 2Q: 3 clusters Score -3981056 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3981580.750000 Penalty: 5123.467773
	Iteration 3Q: 3 clusters Score -3981581 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3982198.750000 Penalty: 5123.467773
	Iteration 4Q: 3 clusters Score -3982199 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3983015.250000 Penalty: 5123.467773
	Iteration 5Q: 3 clusters Score -3983015 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3984179.750000 Penalty: 5123.467773
	Iteration 6F: 3 clusters Score -3984180 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3985832.750000 Penalty: 5123.467773
	Iteration 7F: 3 clusters Score -3985833 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3987685.500000 Penalty: 5123.467773
	Iteration 8F: 3 clusters Score -3987686 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3989238.500000 Penalty: 5123.467773
	Iteration 9F: 3 clusters Score -3989238 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3990302.500000 Penalty: 5123.467773
	Iteration 10Q: 3 clusters Score -3990302 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3990894.250000 Penalty: 5123.467773
	Iteration 11Q: 3 clusters Score -3990894 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3991187.500000 Penalty: 5123.467773
	Iteration 12Q: 3 clusters Score -3991188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3991337.750000 Penalty: 5123.467773
	Iteration 13Q: 3 clusters Score -3991338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3991444.250000 Penalty: 5123.467773
	Iteration 14Q: 3 clusters Score -3991444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3991511.000000 Penalty: 5123.467773
	Iteration 15Q: 3 clusters Score -3991511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3991559.750000 Penalty: 5123.467773
	Iteration 16Q: 3 clusters Score -3991560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3991586.000000 Penalty: 5123.467773
	Iteration 17Q: 3 clusters Score -3991586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3991599.750000 Penalty: 5123.467773
	Iteration 18Q: 3 clusters Score -3991600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3991614.000000 Penalty: 5123.467773
	Iteration 19Q: 3 clusters Score -3991614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3991619.750000 Penalty: 5123.467773
	Iteration 20F: 3 clusters Score -3991620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3991623.500000 Penalty: 5123.467773
	Iteration 21Q: 3 clusters Score -3991624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3991629.500000 Penalty: 5123.467773
	Iteration 22Q: 3 clusters Score -3991630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3991636.250000 Penalty: 5123.467773
	Iteration 23Q: 3 clusters Score -3991636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3991635.500000 Penalty: 5123.467773
	Iteration 24Q: 3 clusters Score -3991636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3991635.500000 Penalty: 5123.467773
	Iteration 25F: 3 clusters Score -3991636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Entering Unmasked Estep 
Score: -1742177.625000 Penalty: 2369.691162
	Iteration 0F: 2 clusters Score -1742178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1731875.500000 Penalty: 4739.382324
	Iteration 0F: 3 clusters Score -1731876 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1735346.375000 Penalty: 4739.382324
	Iteration 1F: 3 clusters Score -1735346 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1735908.250000 Penalty: 4739.382324
	Iteration 2F: 3 clusters Score -1735908 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1736542.625000 Penalty: 4739.382324
	Iteration 3F: 3 clusters Score -1736543 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1737366.375000 Penalty: 4739.382324
	Iteration 4F: 3 clusters Score -1737366 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1738343.250000 Penalty: 4739.382324
	Iteration 5F: 3 clusters Score -1738343 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1739271.125000 Penalty: 4739.382324
	Iteration 6F: 3 clusters Score -1739271 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1739979.625000 Penalty: 4739.382324
	Iteration 7F: 3 clusters Score -1739980 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1740400.375000 Penalty: 4739.382324
	Iteration 8Q: 3 clusters Score -1740400 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1740650.375000 Penalty: 4739.382324
	Iteration 9Q: 3 clusters Score -1740650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1740776.250000 Penalty: 4739.382324
	Iteration 10Q: 3 clusters Score -1740776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1740882.375000 Penalty: 4739.382324
	Iteration 11Q: 3 clusters Score -1740882 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1740976.500000 Penalty: 4739.382324
	Iteration 12Q: 3 clusters Score -1740976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1741047.500000 Penalty: 4739.382324
	Iteration 13Q: 3 clusters Score -1741048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1741090.250000 Penalty: 4739.382324
	Iteration 14Q: 3 clusters Score -1741090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1741114.750000 Penalty: 4739.382324
	Iteration 15Q: 3 clusters Score -1741115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1741139.000000 Penalty: 4739.382324
	Iteration 16Q: 3 clusters Score -1741139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1741149.625000 Penalty: 4739.382324
	Iteration 17Q: 3 clusters Score -1741150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1741164.125000 Penalty: 4739.382324
	Iteration 18Q: 3 clusters Score -1741164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1741170.000000 Penalty: 4739.382324
	Iteration 19Q: 3 clusters Score -1741170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1741169.750000 Penalty: 4739.382324
	Iteration 20F: 3 clusters Score -1741170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1741174.000000 Penalty: 4739.382324
	Iteration 21Q: 3 clusters Score -1741174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1741181.250000 Penalty: 4739.382324
	Iteration 22Q: 3 clusters Score -1741181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1741183.375000 Penalty: 4739.382324
	Iteration 23Q: 3 clusters Score -1741183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1741185.375000 Penalty: 4739.382324
	Iteration 24Q: 3 clusters Score -1741185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1741187.375000 Penalty: 4739.382324
	Iteration 25Q: 3 clusters Score -1741187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1741189.750000 Penalty: 4739.382324
	Iteration 26Q: 3 clusters Score -1741190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1741192.875000 Penalty: 4739.382324
	Iteration 27Q: 3 clusters Score -1741193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1741191.500000 Penalty: 4739.382324
	Iteration 28Q: 3 clusters Score -1741192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1741190.875000 Penalty: 4739.382324
	Iteration 29Q: 3 clusters Score -1741191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1741190.500000 Penalty: 4739.382324
	Iteration 30Q: 3 clusters Score -1741190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1741191.250000 Penalty: 4739.382324
	Iteration 31Q: 3 clusters Score -1741191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1741194.500000 Penalty: 4739.382324
	Iteration 32Q: 3 clusters Score -1741194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1741195.125000 Penalty: 4739.382324
	Iteration 33Q: 3 clusters Score -1741195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1741200.750000 Penalty: 4739.382324
	Iteration 34Q: 3 clusters Score -1741201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1741196.875000 Penalty: 4739.382324
	Iteration 35Q: 3 clusters Score -1741197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1741199.125000 Penalty: 4739.382324
	Iteration 36Q: 3 clusters Score -1741199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1741196.500000 Penalty: 4739.382324
	Iteration 37Q: 3 clusters Score -1741196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1741198.500000 Penalty: 4739.382324
	Iteration 38Q: 3 clusters Score -1741198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1741198.750000 Penalty: 4739.382324
	Iteration 39Q: 3 clusters Score -1741199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1741199.250000 Penalty: 4739.382324
	Iteration 40F: 3 clusters Score -1741199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1741202.500000 Penalty: 4739.382324
	Iteration 41Q: 3 clusters Score -1741202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1741202.500000 Penalty: 4739.382324
	Iteration 42F: 3 clusters Score -1741202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Entering Unmasked Estep 
Score: -4120506.750000 Penalty: 2570.219238
	Iteration 0F: 2 clusters Score -4120507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4098723.250000 Penalty: 5140.438477
	Iteration 0F: 3 clusters Score -4098723 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4106546.250000 Penalty: 5140.438477
	Iteration 1F: 3 clusters Score -4106546 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4106963.750000 Penalty: 5140.438477
	Iteration 2Q: 3 clusters Score -4106964 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4107396.000000 Penalty: 5140.438477
	Iteration 3Q: 3 clusters Score -4107396 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4107872.500000 Penalty: 5140.438477
	Iteration 4Q: 3 clusters Score -4107872 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4108519.500000 Penalty: 5140.438477
	Iteration 5Q: 3 clusters Score -4108520 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4109377.000000 Penalty: 5140.438477
	Iteration 6F: 3 clusters Score -4109377 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4110565.500000 Penalty: 5140.438477
	Iteration 7F: 3 clusters Score -4110566 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4112034.000000 Penalty: 5140.438477
	Iteration 8F: 3 clusters Score -4112034 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4113724.000000 Penalty: 5140.438477
	Iteration 9F: 3 clusters Score -4113724 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4115329.000000 Penalty: 5140.438477
	Iteration 10F: 3 clusters Score -4115329 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4116449.750000 Penalty: 5140.438477
	Iteration 11Q: 3 clusters Score -4116450 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4117030.750000 Penalty: 5140.438477
	Iteration 12Q: 3 clusters Score -4117031 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4117312.750000 Penalty: 5140.438477
	Iteration 13Q: 3 clusters Score -4117313 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4117477.250000 Penalty: 5140.438477
	Iteration 14Q: 3 clusters Score -4117477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4117605.750000 Penalty: 5140.438477
	Iteration 15Q: 3 clusters Score -4117606 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4117705.000000 Penalty: 5140.438477
	Iteration 16Q: 3 clusters Score -4117705 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4117802.750000 Penalty: 5140.438477
	Iteration 17Q: 3 clusters Score -4117803 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4117827.500000 Penalty: 5140.438477
	Iteration 18Q: 3 clusters Score -4117828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -4117881.000000 Penalty: 5140.438477
	Iteration 19Q: 3 clusters Score -4117881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4117921.000000 Penalty: 5140.438477
	Iteration 20F: 3 clusters Score -4117921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4117953.750000 Penalty: 5140.438477
	Iteration 21Q: 3 clusters Score -4117954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4117981.500000 Penalty: 5140.438477
	Iteration 22Q: 3 clusters Score -4117982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4117997.250000 Penalty: 5140.438477
	Iteration 23Q: 3 clusters Score -4117997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -4118011.250000 Penalty: 5140.438477
	Iteration 24Q: 3 clusters Score -4118011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4118034.000000 Penalty: 5140.438477
	Iteration 25Q: 3 clusters Score -4118034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -4118042.750000 Penalty: 5140.438477
	Iteration 26Q: 3 clusters Score -4118043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4118063.750000 Penalty: 5140.438477
	Iteration 27Q: 3 clusters Score -4118064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4118077.750000 Penalty: 5140.438477
	Iteration 28Q: 3 clusters Score -4118078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4118090.250000 Penalty: 5140.438477
	Iteration 29Q: 3 clusters Score -4118090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4118116.750000 Penalty: 5140.438477
	Iteration 30Q: 3 clusters Score -4118117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4118116.500000 Penalty: 5140.438477
	Iteration 31Q: 3 clusters Score -4118116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4118117.750000 Penalty: 5140.438477
	Iteration 32Q: 3 clusters Score -4118118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4118113.250000 Penalty: 5140.438477
	Iteration 33Q: 3 clusters Score -4118113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4118130.500000 Penalty: 5140.438477
	Iteration 34Q: 3 clusters Score -4118130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -4118129.500000 Penalty: 5140.438477
	Iteration 35Q: 3 clusters Score -4118130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4118139.000000 Penalty: 5140.438477
	Iteration 36Q: 3 clusters Score -4118139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4118147.250000 Penalty: 5140.438477
	Iteration 37Q: 3 clusters Score -4118147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4118158.000000 Penalty: 5140.438477
	Iteration 38Q: 3 clusters Score -4118158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4118169.500000 Penalty: 5140.438477
	Iteration 39Q: 3 clusters Score -4118170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4118178.750000 Penalty: 5140.438477
	Iteration 40F: 3 clusters Score -4118179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4118200.500000 Penalty: 5140.438477
	Iteration 41Q: 3 clusters Score -4118200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4118199.250000 Penalty: 5140.438477
	Iteration 42Q: 3 clusters Score -4118199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4118216.750000 Penalty: 5140.438477
	Iteration 43Q: 3 clusters Score -4118217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4118224.000000 Penalty: 5140.438477
	Iteration 44Q: 3 clusters Score -4118224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4118218.500000 Penalty: 5140.438477
	Iteration 45Q: 3 clusters Score -4118218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4118225.750000 Penalty: 5140.438477
	Iteration 46Q: 3 clusters Score -4118226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4118231.000000 Penalty: 5140.438477
	Iteration 47Q: 3 clusters Score -4118231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4118244.750000 Penalty: 5140.438477
	Iteration 48Q: 3 clusters Score -4118245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4118243.750000 Penalty: 5140.438477
	Iteration 49Q: 3 clusters Score -4118244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4118244.000000 Penalty: 5140.438477
	Iteration 50Q: 3 clusters Score -4118244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -4118251.250000 Penalty: 5140.438477
	Iteration 51Q: 3 clusters Score -4118251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4118255.500000 Penalty: 5140.438477
	Iteration 52Q: 3 clusters Score -4118256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4118277.000000 Penalty: 5140.438477
	Iteration 53Q: 3 clusters Score -4118277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4118276.750000 Penalty: 5140.438477
	Iteration 54Q: 3 clusters Score -4118277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4118282.500000 Penalty: 5140.438477
	Iteration 55Q: 3 clusters Score -4118282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4118289.750000 Penalty: 5140.438477
	Iteration 56Q: 3 clusters Score -4118290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4118291.500000 Penalty: 5140.438477
	Iteration 57Q: 3 clusters Score -4118292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4118291.000000 Penalty: 5140.438477
	Iteration 58Q: 3 clusters Score -4118291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4118293.750000 Penalty: 5140.438477
	Iteration 59Q: 3 clusters Score -4118294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4118297.000000 Penalty: 5140.438477
	Iteration 60F: 3 clusters Score -4118297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4118299.250000 Penalty: 5140.438477
	Iteration 61Q: 3 clusters Score -4118299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4118298.250000 Penalty: 5140.438477
	Iteration 62Q: 3 clusters Score -4118298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4118305.500000 Penalty: 5140.438477
	Iteration 63Q: 3 clusters Score -4118306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4118298.750000 Penalty: 5140.438477
	Iteration 64Q: 3 clusters Score -4118299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4118303.250000 Penalty: 5140.438477
	Iteration 65Q: 3 clusters Score -4118303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4118301.750000 Penalty: 5140.438477
	Iteration 66Q: 3 clusters Score -4118302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4118301.750000 Penalty: 5140.438477
	Iteration 67F: 3 clusters Score -4118302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -85593.164062 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -85593.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83875.453125 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -83875.45 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84150.421875 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -84150.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84266.414062 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -84266.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84345.179688 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -84345.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84470.085938 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -84470.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84577.671875 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -84577.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84623.718750 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -84623.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84633.085938 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -84633.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84643.000000 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -84643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84652.523438 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -84652.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84659.539062 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -84659.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84674.835938 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -84674.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84687.570312 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -84687.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84699.007812 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -84699.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84710.656250 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -84710.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84727.367188 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -84727.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84742.742188 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -84742.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84773.898438 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -84773.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84804.515625 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -84804.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84831.914062 Penalty: 3296.609619
	Iteration 19Q: 3 clusters Score -84831.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84895.585938 Penalty: 3296.609619
	Iteration 20F: 3 clusters Score -84895.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85033.265625 Penalty: 3296.609619
	Iteration 21Q: 3 clusters Score -85033.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85212.054688 Penalty: 3296.609619
	Iteration 22Q: 3 clusters Score -85212.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85452.492188 Penalty: 3296.609619
	Iteration 23Q: 3 clusters Score -85452.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85750.429688 Penalty: 3296.609619
	Iteration 24Q: 3 clusters Score -85750.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86229.007812 Penalty: 3296.609619
	Iteration 25Q: 3 clusters Score -86229.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86648.804688 Penalty: 3296.609619
	Iteration 26Q: 3 clusters Score -86648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86763.851562 Penalty: 3296.609619
	Iteration 27Q: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86763.851562 Penalty: 3296.609619
	Iteration 28F: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173034 members 
Mstep: Class 3 contains 167665 members 
Mstep: Class 4 contains 173586 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68579 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173958 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 19319 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 57814 members 
Mstep: Class 18 contains 30625 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 264 members 
Entering Unmasked Estep 
Score: -166433616.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166434400.000000 to -166433616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173034 members 
Mstep: Class 3 contains 167665 members 
Mstep: Class 4 contains 173586 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68579 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 173958 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 19319 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 57814 members 
Mstep: Class 18 contains 30625 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434512.000000 Penalty: 73383.539062
Iteration 159Q: 22 clusters Score -1.664345e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173061 members 
Mstep: Class 3 contains 167713 members 
Mstep: Class 4 contains 173537 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68571 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 173951 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175300 members 
Mstep: Class 13 contains 19324 members 
Mstep: Class 14 contains 186955 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 57830 members 
Mstep: Class 18 contains 30638 members 
Mstep: Class 19 contains 14115 members 
Mstep: Class 20 contains 31703 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434672.000000 Penalty: 73383.539062
Iteration 160F: 22 clusters Score -1.664347e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173087 members 
Mstep: Class 3 contains 167761 members 
Mstep: Class 4 contains 173511 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68576 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 173916 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175326 members 
Mstep: Class 13 contains 19331 members 
Mstep: Class 14 contains 186881 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 57849 members 
Mstep: Class 18 contains 30659 members 
Mstep: Class 19 contains 14108 members 
Mstep: Class 20 contains 31714 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434544.000000 Penalty: 73383.539062
Iteration 161Q: 22 clusters Score -1.664345e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173079 members 
Mstep: Class 3 contains 167819 members 
Mstep: Class 4 contains 173483 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68586 members 
Mstep: Class 8 contains 25532 members 
Mstep: Class 9 contains 173870 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175323 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 186850 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 57869 members 
Mstep: Class 18 contains 30675 members 
Mstep: Class 19 contains 14104 members 
Mstep: Class 20 contains 31738 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434480.000000 Penalty: 73383.539062
Iteration 162Q: 22 clusters Score -1.664345e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173090 members 
Mstep: Class 3 contains 167868 members 
Mstep: Class 4 contains 173441 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68593 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 173837 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175334 members 
Mstep: Class 13 contains 19339 members 
Mstep: Class 14 contains 186809 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 57885 members 
Mstep: Class 18 contains 30684 members 
Mstep: Class 19 contains 14103 members 
Mstep: Class 20 contains 31748 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434624.000000 Penalty: 73383.539062
Iteration 163Q: 22 clusters Score -1.664346e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173088 members 
Mstep: Class 3 contains 167907 members 
Mstep: Class 4 contains 173413 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68600 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 173816 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175337 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 186752 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 57909 members 
Mstep: Class 18 contains 30699 members 
Mstep: Class 19 contains 14104 members 
Mstep: Class 20 contains 31759 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434640.000000 Penalty: 73383.539062
Iteration 164Q: 22 clusters Score -1.664346e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173052 members 
Mstep: Class 3 contains 167944 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68611 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 173806 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175384 members 
Mstep: Class 13 contains 19361 members 
Mstep: Class 14 contains 186718 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 57920 members 
Mstep: Class 18 contains 30707 members 
Mstep: Class 19 contains 14098 members 
Mstep: Class 20 contains 31773 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434640.000000 Penalty: 73383.539062
Iteration 165Q: 22 clusters Score -1.664346e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172990 members 
Mstep: Class 3 contains 167984 members 
Mstep: Class 4 contains 173308 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68627 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 173798 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175441 members 
Mstep: Class 13 contains 19367 members 
Mstep: Class 14 contains 186702 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 57934 members 
Mstep: Class 18 contains 30707 members 
Mstep: Class 19 contains 14094 members 
Mstep: Class 20 contains 31778 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434688.000000 Penalty: 73383.539062
Iteration 166Q: 22 clusters Score -1.664347e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172940 members 
Mstep: Class 3 contains 168002 members 
Mstep: Class 4 contains 173258 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68639 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173808 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175478 members 
Mstep: Class 13 contains 19376 members 
Mstep: Class 14 contains 186664 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 57970 members 
Mstep: Class 18 contains 30716 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 31789 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434672.000000 Penalty: 73383.539062
Iteration 167Q: 22 clusters Score -1.664347e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172866 members 
Mstep: Class 3 contains 168020 members 
Mstep: Class 4 contains 173242 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68634 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173836 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175525 members 
Mstep: Class 13 contains 19383 members 
Mstep: Class 14 contains 186626 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 57985 members 
Mstep: Class 18 contains 30727 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 31793 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434752.000000 Penalty: 73383.539062
Iteration 168Q: 22 clusters Score -1.664348e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172786 members 
Mstep: Class 3 contains 168037 members 
Mstep: Class 4 contains 173206 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68645 members 
Mstep: Class 8 contains 25556 members 
Mstep: Class 9 contains 173850 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175579 members 
Mstep: Class 13 contains 19385 members 
Mstep: Class 14 contains 186600 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 8784 members 
Mstep: Class 17 contains 58005 members 
Mstep: Class 18 contains 30739 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 31804 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434720.000000 Penalty: 73383.539062
Iteration 169Q: 22 clusters Score -1.664347e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172735 members 
Mstep: Class 3 contains 168058 members 
Mstep: Class 4 contains 173177 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68663 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 173846 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175606 members 
Mstep: Class 13 contains 19390 members 
Mstep: Class 14 contains 186578 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 58030 members 
Mstep: Class 18 contains 30743 members 
Mstep: Class 19 contains 14095 members 
Mstep: Class 20 contains 31805 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434768.000000 Penalty: 73383.539062
Iteration 170Q: 22 clusters Score -1.664348e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172691 members 
Mstep: Class 3 contains 168057 members 
Mstep: Class 4 contains 173135 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68681 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 173848 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175629 members 
Mstep: Class 13 contains 19400 members 
Mstep: Class 14 contains 186572 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 58053 members 
Mstep: Class 18 contains 30752 members 
Mstep: Class 19 contains 14091 members 
Mstep: Class 20 contains 31816 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434752.000000 Penalty: 73383.539062
Iteration 171Q: 22 clusters Score -1.664348e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172639 members 
Mstep: Class 3 contains 168061 members 
Mstep: Class 4 contains 173128 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68689 members 
Mstep: Class 8 contains 25558 members 
Mstep: Class 9 contains 173850 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 175665 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 186531 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 58077 members 
Mstep: Class 18 contains 30763 members 
Mstep: Class 19 contains 14088 members 
Mstep: Class 20 contains 31835 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434816.000000 Penalty: 73383.539062
Iteration 172Q: 22 clusters Score -1.664348e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172599 members 
Mstep: Class 3 contains 168068 members 
Mstep: Class 4 contains 173126 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68700 members 
Mstep: Class 8 contains 25556 members 
Mstep: Class 9 contains 173857 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175701 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 186478 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 58099 members 
Mstep: Class 18 contains 30762 members 
Mstep: Class 19 contains 14089 members 
Mstep: Class 20 contains 31853 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434496.000000 Penalty: 73383.539062
Iteration 173Q: 22 clusters Score -1.664345e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172613 members 
Mstep: Class 3 contains 168068 members 
Mstep: Class 4 contains 173119 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68712 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 9 contains 173855 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175704 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 186410 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 8770 members 
Mstep: Class 17 contains 58130 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 14084 members 
Mstep: Class 20 contains 31867 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434688.000000 Penalty: 73383.539062
Iteration 174Q: 22 clusters Score -1.664347e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172603 members 
Mstep: Class 3 contains 168059 members 
Mstep: Class 4 contains 173122 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68711 members 
Mstep: Class 8 contains 25557 members 
Mstep: Class 9 contains 173865 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175704 members 
Mstep: Class 13 contains 19407 members 
Mstep: Class 14 contains 186376 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 58158 members 
Mstep: Class 18 contains 30760 members 
Mstep: Class 19 contains 14089 members 
Mstep: Class 20 contains 31888 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434512.000000 Penalty: 73383.539062
Iteration 175Q: 22 clusters Score -1.664345e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172583 members 
Mstep: Class 3 contains 168058 members 
Mstep: Class 4 contains 173098 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68719 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 173871 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175702 members 
Mstep: Class 13 contains 19409 members 
Mstep: Class 14 contains 186364 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 58179 members 
Mstep: Class 18 contains 30770 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 31911 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434352.000000 Penalty: 73383.539062
Iteration 176Q: 22 clusters Score -1.664344e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172596 members 
Mstep: Class 3 contains 168066 members 
Mstep: Class 4 contains 173052 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68726 members 
Mstep: Class 8 contains 25548 members 
Mstep: Class 9 contains 173848 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175702 members 
Mstep: Class 13 contains 19412 members 
Mstep: Class 14 contains 186361 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 58198 members 
Mstep: Class 18 contains 30771 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 31936 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434528.000000 Penalty: 73383.539062
Iteration 177Q: 22 clusters Score -1.664345e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172622 members 
Mstep: Class 3 contains 168059 members 
Mstep: Class 4 contains 173011 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68732 members 
Mstep: Class 8 contains 25549 members 
Mstep: Class 9 contains 173849 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175679 members 
Mstep: Class 13 contains 19418 members 
Mstep: Class 14 contains 186352 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 58209 members 
Mstep: Class 18 contains 30775 members 
Mstep: Class 19 contains 14080 members 
Mstep: Class 20 contains 31965 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434448.000000 Penalty: 73383.539062
Iteration 178Q: 22 clusters Score -1.664344e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172639 members 
Mstep: Class 3 contains 168062 members 
Mstep: Class 4 contains 172998 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 25544 members 
Mstep: Class 9 contains 173830 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175684 members 
Mstep: Class 13 contains 19422 members 
Mstep: Class 14 contains 186337 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 58218 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 31993 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434752.000000 Penalty: 73383.539062
Iteration 179Q: 22 clusters Score -1.664348e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172621 members 
Mstep: Class 3 contains 168057 members 
Mstep: Class 4 contains 172974 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68725 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 173841 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175681 members 
Mstep: Class 13 contains 19427 members 
Mstep: Class 14 contains 186335 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 14076 members 
Mstep: Class 20 contains 32018 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434832.000000 Penalty: 73383.539062
Iteration 180F: 22 clusters Score -1.664348e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172612 members 
Mstep: Class 3 contains 168039 members 
Mstep: Class 4 contains 172909 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 173868 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175679 members 
Mstep: Class 13 contains 19433 members 
Mstep: Class 14 contains 186344 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 58263 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 14073 members 
Mstep: Class 20 contains 32043 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435136.000000 Penalty: 73383.539062
Iteration 181Q: 22 clusters Score -1.664351e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172590 members 
Mstep: Class 3 contains 168028 members 
Mstep: Class 4 contains 172848 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68731 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 173880 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175673 members 
Mstep: Class 13 contains 19442 members 
Mstep: Class 14 contains 186368 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 58294 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 32072 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 73383.539062
Iteration 182Q: 22 clusters Score -1.664351e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172550 members 
Mstep: Class 3 contains 168021 members 
Mstep: Class 4 contains 172803 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68744 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173888 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 175651 members 
Mstep: Class 13 contains 19448 members 
Mstep: Class 14 contains 186407 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 32100 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435296.000000 Penalty: 73383.539062
Iteration 183Q: 22 clusters Score -1.664353e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172540 members 
Mstep: Class 3 contains 168018 members 
Mstep: Class 4 contains 172774 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68751 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173882 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175617 members 
Mstep: Class 13 contains 19456 members 
Mstep: Class 14 contains 186436 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 58340 members 
Mstep: Class 18 contains 30774 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 32124 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435344.000000 Penalty: 73383.539062
Iteration 184Q: 22 clusters Score -1.664353e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172513 members 
Mstep: Class 3 contains 168019 members 
Mstep: Class 4 contains 172724 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 25550 members 
Mstep: Class 9 contains 173872 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175619 members 
Mstep: Class 13 contains 19462 members 
Mstep: Class 14 contains 186466 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 58358 members 
Mstep: Class 18 contains 30775 members 
Mstep: Class 19 contains 14058 members 
Mstep: Class 20 contains 32146 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 185Q: 22 clusters Score -1.664352e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172494 members 
Mstep: Class 3 contains 168017 members 
Mstep: Class 4 contains 172639 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68781 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 173887 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175609 members 
Mstep: Class 13 contains 19466 members 
Mstep: Class 14 contains 186502 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 58372 members 
Mstep: Class 18 contains 30783 members 
Mstep: Class 19 contains 14060 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435216.000000 Penalty: 73383.539062
Iteration 186Q: 22 clusters Score -1.664352e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172468 members 
Mstep: Class 3 contains 168011 members 
Mstep: Class 4 contains 172563 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68786 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 173890 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175611 members 
Mstep: Class 13 contains 19469 members 
Mstep: Class 14 contains 186544 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 58402 members 
Mstep: Class 18 contains 30786 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 32196 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435184.000000 Penalty: 73383.539062
Iteration 187Q: 22 clusters Score -1.664352e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172466 members 
Mstep: Class 3 contains 168004 members 
Mstep: Class 4 contains 172492 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68789 members 
Mstep: Class 8 contains 25541 members 
Mstep: Class 9 contains 173895 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175593 members 
Mstep: Class 13 contains 19472 members 
Mstep: Class 14 contains 186588 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 58425 members 
Mstep: Class 18 contains 30785 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 32216 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 73383.539062
Iteration 188Q: 22 clusters Score -1.664351e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172465 members 
Mstep: Class 3 contains 167995 members 
Mstep: Class 4 contains 172417 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68803 members 
Mstep: Class 8 contains 25540 members 
Mstep: Class 9 contains 173885 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175591 members 
Mstep: Class 13 contains 19476 members 
Mstep: Class 14 contains 186631 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 58454 members 
Mstep: Class 18 contains 30787 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 32228 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435056.000000 Penalty: 73383.539062
Iteration 189Q: 22 clusters Score -1.664351e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172490 members 
Mstep: Class 3 contains 167984 members 
Mstep: Class 4 contains 172347 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68808 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 173877 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175602 members 
Mstep: Class 13 contains 19480 members 
Mstep: Class 14 contains 186659 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 58478 members 
Mstep: Class 18 contains 30781 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 32230 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 190Q: 22 clusters Score -1.664352e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172524 members 
Mstep: Class 3 contains 167982 members 
Mstep: Class 4 contains 172235 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68810 members 
Mstep: Class 8 contains 25544 members 
Mstep: Class 9 contains 173874 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175604 members 
Mstep: Class 13 contains 19483 members 
Mstep: Class 14 contains 186706 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 58509 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 32242 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435120.000000 Penalty: 73383.539062
Iteration 191Q: 22 clusters Score -1.664351e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172543 members 
Mstep: Class 3 contains 167981 members 
Mstep: Class 4 contains 172130 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68810 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 173869 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175610 members 
Mstep: Class 13 contains 19489 members 
Mstep: Class 14 contains 186767 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 30762 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 32253 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434976.000000 Penalty: 73383.539062
Iteration 192Q: 22 clusters Score -1.66435e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172551 members 
Mstep: Class 3 contains 167974 members 
Mstep: Class 4 contains 172039 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68804 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 173897 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175611 members 
Mstep: Class 13 contains 19494 members 
Mstep: Class 14 contains 186812 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 30753 members 
Mstep: Class 19 contains 14048 members 
Mstep: Class 20 contains 32260 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435120.000000 Penalty: 73383.539062
Iteration 193Q: 22 clusters Score -1.664351e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172530 members 
Mstep: Class 3 contains 167973 members 
Mstep: Class 4 contains 171943 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68803 members 
Mstep: Class 8 contains 25541 members 
Mstep: Class 9 contains 173894 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175629 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 186867 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 58588 members 
Mstep: Class 18 contains 30761 members 
Mstep: Class 19 contains 14045 members 
Mstep: Class 20 contains 32272 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435184.000000 Penalty: 73383.539062
Iteration 194Q: 22 clusters Score -1.664352e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172526 members 
Mstep: Class 3 contains 167971 members 
Mstep: Class 4 contains 171891 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68795 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 173905 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175642 members 
Mstep: Class 13 contains 19503 members 
Mstep: Class 14 contains 186892 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 58599 members 
Mstep: Class 18 contains 30758 members 
Mstep: Class 19 contains 14041 members 
Mstep: Class 20 contains 32285 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435168.000000 Penalty: 73383.539062
Iteration 195Q: 22 clusters Score -1.664352e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172511 members 
Mstep: Class 3 contains 167976 members 
Mstep: Class 4 contains 171837 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68805 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 173913 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175660 members 
Mstep: Class 13 contains 19506 members 
Mstep: Class 14 contains 186894 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 58614 members 
Mstep: Class 18 contains 30751 members 
Mstep: Class 19 contains 14035 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 22 clusters Score -1.664351e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172488 members 
Mstep: Class 3 contains 167981 members 
Mstep: Class 4 contains 171794 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68808 members 
Mstep: Class 8 contains 25541 members 
Mstep: Class 9 contains 173910 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175672 members 
Mstep: Class 13 contains 19507 members 
Mstep: Class 14 contains 186917 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 58647 members 
Mstep: Class 18 contains 30742 members 
Mstep: Class 19 contains 14035 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
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Iteration 197Q: 22 clusters Score -1.66435e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172470 members 
Mstep: Class 3 contains 167989 members 
Mstep: Class 4 contains 171771 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68801 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 173926 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175674 members 
Mstep: Class 13 contains 19509 members 
Mstep: Class 14 contains 186926 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 58667 members 
Mstep: Class 18 contains 30737 members 
Mstep: Class 19 contains 14029 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 198Q: 22 clusters Score -1.664352e+08 nChanged 749
Entering ConstructFrom: 
Score: -166435152.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113757.148438 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113757.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -114318.195312 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114318.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114603.757812 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114603.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114852.703125 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114852.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114995.984375 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -114996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -115058.250000 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -115058.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115122.742188 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -115122.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115178.843750 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115178.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115267.937500 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115267.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115372.820312 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115422.156250 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115422.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115460.351562 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115460.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115485.296875 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -115485.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115509.695312 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -115509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115526.203125 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -115526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115538.617188 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -115538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115549.734375 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -115549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115553.773438 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -115553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115554.742188 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -115554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115560.671875 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -115560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115568.195312 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -115568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115579.187500 Penalty: 3464.878418
	Iteration 21Q: 3 clusters Score -115579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115594.320312 Penalty: 3464.878418
	Iteration 22Q: 3 clusters Score -115594.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115613.109375 Penalty: 3464.878418
	Iteration 23Q: 3 clusters Score -115613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115634.812500 Penalty: 3464.878418
	Iteration 24Q: 3 clusters Score -115634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115661.195312 Penalty: 3464.878418
	Iteration 25Q: 3 clusters Score -115661.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115697.671875 Penalty: 3464.878418
	Iteration 26Q: 3 clusters Score -115697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115717.281250 Penalty: 3464.878418
	Iteration 27Q: 3 clusters Score -115717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115725.382812 Penalty: 3464.878418
	Iteration 28Q: 3 clusters Score -115725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115735.656250 Penalty: 3464.878418
	Iteration 29Q: 3 clusters Score -115735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115744.476562 Penalty: 3464.878418
	Iteration 30Q: 3 clusters Score -115744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115759.851562 Penalty: 3464.878418
	Iteration 31Q: 3 clusters Score -115759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115776.421875 Penalty: 3464.878418
	Iteration 32Q: 3 clusters Score -115776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115792.101562 Penalty: 3464.878418
	Iteration 33Q: 3 clusters Score -115792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115800.632812 Penalty: 3464.878418
	Iteration 34Q: 3 clusters Score -115800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115808.007812 Penalty: 3464.878418
	Iteration 35Q: 3 clusters Score -115808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115823.828125 Penalty: 3464.878418
	Iteration 36Q: 3 clusters Score -115823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115850.140625 Penalty: 3464.878418
	Iteration 37Q: 3 clusters Score -115850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115881.054688 Penalty: 3464.878418
	Iteration 38Q: 3 clusters Score -115881.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115939.812500 Penalty: 3464.878418
	Iteration 39Q: 3 clusters Score -115939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116105.937500 Penalty: 3464.878418
	Iteration 40F: 3 clusters Score -116105.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116610.679688 Penalty: 3464.878418
	Iteration 41Q: 3 clusters Score -116610.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116980.304688 Penalty: 3464.878418
	Iteration 42Q: 3 clusters Score -116980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117045.773438 Penalty: 3464.878418
	Iteration 43Q: 3 clusters Score -117045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117047.226562 Penalty: 3464.878418
	Iteration 44Q: 3 clusters Score -117047.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117047.226562 Penalty: 3464.878418
	Iteration 45F: 3 clusters Score -117047.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 172473 members 
Mstep: Class 3 contains 168002 members 
Mstep: Class 4 contains 171698 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25555 members 
Mstep: Class 9 contains 173938 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175695 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 186932 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58693 members 
Mstep: Class 18 contains 30726 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 512 members 
Entering Unmasked Estep 
Score: -166434864.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166435152.000000 to -166434864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (172473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Entering Unmasked Estep 
Score: -22375686.000000 Penalty: 2990.383057
	Iteration 0F: 2 clusters Score -2.237569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -22263102.000000 Penalty: 5980.766113
	Iteration 0F: 3 clusters Score -2.22631e+07 nChanged 82680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -22312066.000000 Penalty: 5980.766113
	Iteration 1F: 3 clusters Score -2.231207e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -22314136.000000 Penalty: 5980.766113
	Iteration 2Q: 3 clusters Score -2.231414e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -22317730.000000 Penalty: 5980.766113
	Iteration 3Q: 3 clusters Score -2.231773e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 119533 members 
Entering Unmasked Estep 
Score: -22324756.000000 Penalty: 5980.766113
	Iteration 4F: 3 clusters Score -2.232476e+07 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 134748 members 
Entering Unmasked Estep 
Score: -22337322.000000 Penalty: 5980.766113
	Iteration 5F: 3 clusters Score -2.233732e+07 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -22353746.000000 Penalty: 5980.766113
	Iteration 6F: 3 clusters Score -2.235375e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -22366276.000000 Penalty: 5980.766113
	Iteration 7F: 3 clusters Score -2.236628e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 170005 members 
Entering Unmasked Estep 
Score: -22371290.000000 Penalty: 5980.766113
	Iteration 8Q: 3 clusters Score -2.237129e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -22372478.000000 Penalty: 5980.766113
	Iteration 9Q: 3 clusters Score -2.237248e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 172074 members 
Entering Unmasked Estep 
Score: -22372784.000000 Penalty: 5980.766113
	Iteration 10Q: 3 clusters Score -2.237278e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -22372916.000000 Penalty: 5980.766113
	Iteration 11Q: 3 clusters Score -2.237292e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -22373000.000000 Penalty: 5980.766113
	Iteration 12Q: 3 clusters Score -2.2373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -22373020.000000 Penalty: 5980.766113
	Iteration 13Q: 3 clusters Score -2.237302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -22373062.000000 Penalty: 5980.766113
	Iteration 14Q: 3 clusters Score -2.237306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172215 members 
Entering Unmasked Estep 
Score: -22373068.000000 Penalty: 5980.766113
	Iteration 15Q: 3 clusters Score -2.237307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22373066.000000 Penalty: 5980.766113
	Iteration 16Q: 3 clusters Score -2.237307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 172219 members 
Entering Unmasked Estep 
Score: -22373072.000000 Penalty: 5980.766113
	Iteration 17Q: 3 clusters Score -2.237307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -22373070.000000 Penalty: 5980.766113
	Iteration 18Q: 3 clusters Score -2.237307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 172223 members 
Entering Unmasked Estep 
Score: -22373064.000000 Penalty: 5980.766113
	Iteration 19Q: 3 clusters Score -2.237306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 172223 members 
Entering Unmasked Estep 
Score: -22373080.000000 Penalty: 5980.766113
	Iteration 20F: 3 clusters Score -2.237308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -22373080.000000 Penalty: 5980.766113
	Iteration 21Q: 3 clusters Score -2.237308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -22373082.000000 Penalty: 5980.766113
	Iteration 22Q: 3 clusters Score -2.237308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22373100.000000 Penalty: 5980.766113
	Iteration 23Q: 3 clusters Score -2.23731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22373100.000000 Penalty: 5980.766113
	Iteration 24F: 3 clusters Score -2.23731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168002 members 
Entering Unmasked Estep 
Score: -21793202.000000 Penalty: 2983.869385
	Iteration 0F: 2 clusters Score -2.17932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -21683938.000000 Penalty: 5967.738770
	Iteration 0F: 3 clusters Score -2.168394e+07 nChanged 80513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -21729860.000000 Penalty: 5967.738770
	Iteration 1F: 3 clusters Score -2.172986e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -21730668.000000 Penalty: 5967.738770
	Iteration 2Q: 3 clusters Score -2.173067e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -21731874.000000 Penalty: 5967.738770
	Iteration 3Q: 3 clusters Score -2.173187e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -21733764.000000 Penalty: 5967.738770
	Iteration 4Q: 3 clusters Score -2.173376e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -21736936.000000 Penalty: 5967.738770
	Iteration 5Q: 3 clusters Score -2.173694e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -21742864.000000 Penalty: 5967.738770
	Iteration 6F: 3 clusters Score -2.174286e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -21753732.000000 Penalty: 5967.738770
	Iteration 7F: 3 clusters Score -2.175373e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -21768566.000000 Penalty: 5967.738770
	Iteration 8F: 3 clusters Score -2.176857e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -21781278.000000 Penalty: 5967.738770
	Iteration 9F: 3 clusters Score -2.178128e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -21787824.000000 Penalty: 5967.738770
	Iteration 10Q: 3 clusters Score -2.178782e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21789716.000000 Penalty: 5967.738770
	Iteration 11Q: 3 clusters Score -2.178972e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21790214.000000 Penalty: 5967.738770
	Iteration 12Q: 3 clusters Score -2.179021e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21790372.000000 Penalty: 5967.738770
	Iteration 13Q: 3 clusters Score -2.179037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21790434.000000 Penalty: 5967.738770
	Iteration 14Q: 3 clusters Score -2.179043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21790444.000000 Penalty: 5967.738770
	Iteration 15Q: 3 clusters Score -2.179044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21790462.000000 Penalty: 5967.738770
	Iteration 16Q: 3 clusters Score -2.179046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21790468.000000 Penalty: 5967.738770
	Iteration 17Q: 3 clusters Score -2.179047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21790466.000000 Penalty: 5967.738770
	Iteration 18Q: 3 clusters Score -2.179047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21790476.000000 Penalty: 5967.738770
	Iteration 19Q: 3 clusters Score -2.179048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21790476.000000 Penalty: 5967.738770
	Iteration 20F: 3 clusters Score -2.179048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167857 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21790484.000000 Penalty: 5967.738770
	Iteration 21Q: 3 clusters Score -2.179048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167857 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21790484.000000 Penalty: 5967.738770
	Iteration 22F: 3 clusters Score -2.179048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171698 members 
Entering Unmasked Estep 
Score: -22039724.000000 Penalty: 2989.266113
	Iteration 0F: 2 clusters Score -2.203972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -21926692.000000 Penalty: 5978.532227
	Iteration 0F: 3 clusters Score -2.192669e+07 nChanged 82356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -21975656.000000 Penalty: 5978.532227
	Iteration 1F: 3 clusters Score -2.197566e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -21978838.000000 Penalty: 5978.532227
	Iteration 2Q: 3 clusters Score -2.197884e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -21984606.000000 Penalty: 5978.532227
	Iteration 3F: 3 clusters Score -2.198461e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -21993998.000000 Penalty: 5978.532227
	Iteration 4F: 3 clusters Score -2.1994e+07 nChanged 14775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -22007110.000000 Penalty: 5978.532227
	Iteration 5F: 3 clusters Score -2.200711e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -22021130.000000 Penalty: 5978.532227
	Iteration 6F: 3 clusters Score -2.202113e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -22030604.000000 Penalty: 5978.532227
	Iteration 7F: 3 clusters Score -2.20306e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -22034670.000000 Penalty: 5978.532227
	Iteration 8Q: 3 clusters Score -2.203467e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -22036180.000000 Penalty: 5978.532227
	Iteration 9Q: 3 clusters Score -2.203618e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -22036694.000000 Penalty: 5978.532227
	Iteration 10Q: 3 clusters Score -2.203669e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -22036886.000000 Penalty: 5978.532227
	Iteration 11Q: 3 clusters Score -2.203689e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -22036958.000000 Penalty: 5978.532227
	Iteration 12Q: 3 clusters Score -2.203696e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -22036998.000000 Penalty: 5978.532227
	Iteration 13Q: 3 clusters Score -2.2037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -22037078.000000 Penalty: 5978.532227
	Iteration 14Q: 3 clusters Score -2.203708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -22037104.000000 Penalty: 5978.532227
	Iteration 15Q: 3 clusters Score -2.20371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -22037148.000000 Penalty: 5978.532227
	Iteration 16Q: 3 clusters Score -2.203715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 171314 members 
Entering Unmasked Estep 
Score: -22037146.000000 Penalty: 5978.532227
	Iteration 17Q: 3 clusters Score -2.203715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 171320 members 
Entering Unmasked Estep 
Score: -22037152.000000 Penalty: 5978.532227
	Iteration 18Q: 3 clusters Score -2.203715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -22037174.000000 Penalty: 5978.532227
	Iteration 19Q: 3 clusters Score -2.203717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22037188.000000 Penalty: 5978.532227
	Iteration 20F: 3 clusters Score -2.203719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22037186.000000 Penalty: 5978.532227
	Iteration 21Q: 3 clusters Score -2.203719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -22037184.000000 Penalty: 5978.532227
	Iteration 22Q: 3 clusters Score -2.203718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -22037188.000000 Penalty: 5978.532227
	Iteration 23Q: 3 clusters Score -2.203719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -22037188.000000 Penalty: 5978.532227
	Iteration 24Q: 3 clusters Score -2.203719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -22037200.000000 Penalty: 5978.532227
	Iteration 25Q: 3 clusters Score -2.20372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22037196.000000 Penalty: 5978.532227
	Iteration 26Q: 3 clusters Score -2.20372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22037206.000000 Penalty: 5978.532227
	Iteration 27Q: 3 clusters Score -2.203721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -22037194.000000 Penalty: 5978.532227
	Iteration 28Q: 3 clusters Score -2.203719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -22037194.000000 Penalty: 5978.532227
	Iteration 29Q: 3 clusters Score -2.203719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -22037194.000000 Penalty: 5978.532227
	Iteration 30F: 3 clusters Score -2.203719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145186.187500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143075.937500 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143075.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143471.406250 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -143471.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143724.859375 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -143724.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143987.734375 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -143987.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144182.625000 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -144182.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144270.250000 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -144270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144300.937500 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -144300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144335.250000 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -144335.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144374.968750 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -144375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144425.937500 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -144425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144458.828125 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -144458.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144480.750000 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -144480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144494.921875 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -144494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144504.359375 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -144504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144509.687500 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -144509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144514.875000 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -144514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144521.515625 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -144521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144524.859375 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -144524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144533.453125 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -144533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144536.312500 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -144536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144537.796875 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -144537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144540.453125 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -144540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144542.562500 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -144542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144544.421875 Penalty: 3520.384277
	Iteration 23Q: 3 clusters Score -144544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144545.671875 Penalty: 3520.384277
	Iteration 24Q: 3 clusters Score -144545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144548.375000 Penalty: 3520.384277
	Iteration 25Q: 3 clusters Score -144548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144548.375000 Penalty: 3520.384277
	Iteration 26F: 3 clusters Score -144548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 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 306 members 
Entering Unmasked Estep 
Score: -60486.285156 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60486.29 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60930.781250 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60930.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61156.121094 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61156.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61293.414062 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61293.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61425.878906 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61425.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61526.152344 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61526.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61578.851562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61578.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61653.917969 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -61653.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61712.953125 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61712.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61728.187500 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61728.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61740.742188 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -61740.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61745.289062 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -61745.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61747.609375 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -61747.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61747.609375 Penalty: 3197.863525
	Iteration 13F: 3 clusters Score -61747.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Entering Unmasked Estep 
Score: -8608139.000000 Penalty: 2762.450928
	Iteration 0F: 2 clusters Score -8608139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -8561827.000000 Penalty: 5524.901855
	Iteration 0F: 3 clusters Score -8561827 nChanged 32179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8579719.000000 Penalty: 5524.901855
	Iteration 1F: 3 clusters Score -8579719 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8580245.000000 Penalty: 5524.901855
	Iteration 2Q: 3 clusters Score -8580245 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -8580914.000000 Penalty: 5524.901855
	Iteration 3Q: 3 clusters Score -8580914 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8581513.000000 Penalty: 5524.901855
	Iteration 4Q: 3 clusters Score -8581513 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -8582248.000000 Penalty: 5524.901855
	Iteration 5Q: 3 clusters Score -8582248 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8583379.000000 Penalty: 5524.901855
	Iteration 6Q: 3 clusters Score -8583379 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -8585166.000000 Penalty: 5524.901855
	Iteration 7F: 3 clusters Score -8585166 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -8587828.000000 Penalty: 5524.901855
	Iteration 8F: 3 clusters Score -8587828 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8591772.000000 Penalty: 5524.901855
	Iteration 9F: 3 clusters Score -8591772 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8596292.000000 Penalty: 5524.901855
	Iteration 10F: 3 clusters Score -8596292 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8600375.000000 Penalty: 5524.901855
	Iteration 11F: 3 clusters Score -8600375 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8603238.000000 Penalty: 5524.901855
	Iteration 12Q: 3 clusters Score -8603238 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8604633.000000 Penalty: 5524.901855
	Iteration 13Q: 3 clusters Score -8604633 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8605167.000000 Penalty: 5524.901855
	Iteration 14Q: 3 clusters Score -8605167 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8605421.000000 Penalty: 5524.901855
	Iteration 15Q: 3 clusters Score -8605421 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8605541.000000 Penalty: 5524.901855
	Iteration 16Q: 3 clusters Score -8605541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8605594.000000 Penalty: 5524.901855
	Iteration 17Q: 3 clusters Score -8605594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8605639.000000 Penalty: 5524.901855
	Iteration 18Q: 3 clusters Score -8605639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8605656.000000 Penalty: 5524.901855
	Iteration 19Q: 3 clusters Score -8605656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8605675.000000 Penalty: 5524.901855
	Iteration 20F: 3 clusters Score -8605675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8605685.000000 Penalty: 5524.901855
	Iteration 21Q: 3 clusters Score -8605685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8605700.000000 Penalty: 5524.901855
	Iteration 22Q: 3 clusters Score -8605700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8605706.000000 Penalty: 5524.901855
	Iteration 23Q: 3 clusters Score -8605706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8605709.000000 Penalty: 5524.901855
	Iteration 24Q: 3 clusters Score -8605709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8605719.000000 Penalty: 5524.901855
	Iteration 25Q: 3 clusters Score -8605719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8605711.000000 Penalty: 5524.901855
	Iteration 26Q: 3 clusters Score -8605711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8605721.000000 Penalty: 5524.901855
	Iteration 27Q: 3 clusters Score -8605721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8605725.000000 Penalty: 5524.901855
	Iteration 28Q: 3 clusters Score -8605725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8605730.000000 Penalty: 5524.901855
	Iteration 29Q: 3 clusters Score -8605730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8605729.000000 Penalty: 5524.901855
	Iteration 30Q: 3 clusters Score -8605729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8605729.000000 Penalty: 5524.901855
	Iteration 31Q: 3 clusters Score -8605729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8605729.000000 Penalty: 5524.901855
	Iteration 32F: 3 clusters Score -8605729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Entering Unmasked Estep 
Score: -3334049.750000 Penalty: 2516.849854
	Iteration 0F: 2 clusters Score -3334050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3316365.000000 Penalty: 5033.699707
	Iteration 0F: 3 clusters Score -3316365 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3322533.000000 Penalty: 5033.699707
	Iteration 1F: 3 clusters Score -3322533 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3323104.000000 Penalty: 5033.699707
	Iteration 2F: 3 clusters Score -3323104 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3323730.000000 Penalty: 5033.699707
	Iteration 3F: 3 clusters Score -3323730 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3324399.750000 Penalty: 5033.699707
	Iteration 4F: 3 clusters Score -3324400 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3325231.000000 Penalty: 5033.699707
	Iteration 5F: 3 clusters Score -3325231 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3326207.750000 Penalty: 5033.699707
	Iteration 6F: 3 clusters Score -3326208 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3327432.250000 Penalty: 5033.699707
	Iteration 7F: 3 clusters Score -3327432 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3328702.000000 Penalty: 5033.699707
	Iteration 8F: 3 clusters Score -3328702 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3329755.250000 Penalty: 5033.699707
	Iteration 9F: 3 clusters Score -3329755 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3330424.500000 Penalty: 5033.699707
	Iteration 10Q: 3 clusters Score -3330424 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3330829.250000 Penalty: 5033.699707
	Iteration 11Q: 3 clusters Score -3330829 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3331063.000000 Penalty: 5033.699707
	Iteration 12Q: 3 clusters Score -3331063 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3331189.500000 Penalty: 5033.699707
	Iteration 13Q: 3 clusters Score -3331190 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3331293.500000 Penalty: 5033.699707
	Iteration 14Q: 3 clusters Score -3331294 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3331383.500000 Penalty: 5033.699707
	Iteration 15Q: 3 clusters Score -3331384 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3331456.500000 Penalty: 5033.699707
	Iteration 16Q: 3 clusters Score -3331456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3331513.500000 Penalty: 5033.699707
	Iteration 17Q: 3 clusters Score -3331514 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3331569.250000 Penalty: 5033.699707
	Iteration 18Q: 3 clusters Score -3331569 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3331627.750000 Penalty: 5033.699707
	Iteration 19Q: 3 clusters Score -3331628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3331689.000000 Penalty: 5033.699707
	Iteration 20F: 3 clusters Score -3331689 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3331720.000000 Penalty: 5033.699707
	Iteration 21Q: 3 clusters Score -3331720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3331744.500000 Penalty: 5033.699707
	Iteration 22Q: 3 clusters Score -3331744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3331770.750000 Penalty: 5033.699707
	Iteration 23Q: 3 clusters Score -3331771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3331802.750000 Penalty: 5033.699707
	Iteration 24Q: 3 clusters Score -3331803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3331818.000000 Penalty: 5033.699707
	Iteration 25Q: 3 clusters Score -3331818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3331837.000000 Penalty: 5033.699707
	Iteration 26Q: 3 clusters Score -3331837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3331849.250000 Penalty: 5033.699707
	Iteration 27Q: 3 clusters Score -3331849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3331872.500000 Penalty: 5033.699707
	Iteration 28Q: 3 clusters Score -3331872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3331887.500000 Penalty: 5033.699707
	Iteration 29Q: 3 clusters Score -3331888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3331899.250000 Penalty: 5033.699707
	Iteration 30Q: 3 clusters Score -3331899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3331918.250000 Penalty: 5033.699707
	Iteration 31Q: 3 clusters Score -3331918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3331944.000000 Penalty: 5033.699707
	Iteration 32Q: 3 clusters Score -3331944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3331955.500000 Penalty: 5033.699707
	Iteration 33Q: 3 clusters Score -3331956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3331963.000000 Penalty: 5033.699707
	Iteration 34Q: 3 clusters Score -3331963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3331979.250000 Penalty: 5033.699707
	Iteration 35Q: 3 clusters Score -3331979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3332001.500000 Penalty: 5033.699707
	Iteration 36Q: 3 clusters Score -3332002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3332028.500000 Penalty: 5033.699707
	Iteration 37Q: 3 clusters Score -3332028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3332045.750000 Penalty: 5033.699707
	Iteration 38Q: 3 clusters Score -3332046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3332064.250000 Penalty: 5033.699707
	Iteration 39Q: 3 clusters Score -3332064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3332082.250000 Penalty: 5033.699707
	Iteration 40F: 3 clusters Score -3332082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3332085.000000 Penalty: 5033.699707
	Iteration 41Q: 3 clusters Score -3332085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3332084.250000 Penalty: 5033.699707
	Iteration 42Q: 3 clusters Score -3332084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3332090.750000 Penalty: 5033.699707
	Iteration 43Q: 3 clusters Score -3332091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3332101.250000 Penalty: 5033.699707
	Iteration 44Q: 3 clusters Score -3332101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3332112.250000 Penalty: 5033.699707
	Iteration 45Q: 3 clusters Score -3332112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3332121.750000 Penalty: 5033.699707
	Iteration 46Q: 3 clusters Score -3332122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3332129.250000 Penalty: 5033.699707
	Iteration 47Q: 3 clusters Score -3332129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3332131.000000 Penalty: 5033.699707
	Iteration 48Q: 3 clusters Score -3332131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3332126.500000 Penalty: 5033.699707
	Iteration 49Q: 3 clusters Score -3332126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3332123.250000 Penalty: 5033.699707
	Iteration 50Q: 3 clusters Score -3332123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3332129.250000 Penalty: 5033.699707
	Iteration 51Q: 3 clusters Score -3332129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3332134.250000 Penalty: 5033.699707
	Iteration 52Q: 3 clusters Score -3332134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3332134.750000 Penalty: 5033.699707
	Iteration 53Q: 3 clusters Score -3332135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3332133.250000 Penalty: 5033.699707
	Iteration 54Q: 3 clusters Score -3332133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3332136.750000 Penalty: 5033.699707
	Iteration 55Q: 3 clusters Score -3332137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3332140.500000 Penalty: 5033.699707
	Iteration 56Q: 3 clusters Score -3332140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3332147.500000 Penalty: 5033.699707
	Iteration 57Q: 3 clusters Score -3332148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3332156.500000 Penalty: 5033.699707
	Iteration 58Q: 3 clusters Score -3332156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3332159.500000 Penalty: 5033.699707
	Iteration 59Q: 3 clusters Score -3332160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3332156.500000 Penalty: 5033.699707
	Iteration 60F: 3 clusters Score -3332156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3332157.500000 Penalty: 5033.699707
	Iteration 61Q: 3 clusters Score -3332158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3332157.500000 Penalty: 5033.699707
	Iteration 62F: 3 clusters Score -3332158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173938 members 
Entering Unmasked Estep 
Score: -22603088.000000 Penalty: 2992.480469
	Iteration 0F: 2 clusters Score -2.260309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -22489852.000000 Penalty: 5984.960938
	Iteration 0F: 3 clusters Score -2.248985e+07 nChanged 83571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -22538650.000000 Penalty: 5984.960938
	Iteration 1F: 3 clusters Score -2.253865e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -22539418.000000 Penalty: 5984.960938
	Iteration 2Q: 3 clusters Score -2.253942e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -22540092.000000 Penalty: 5984.960938
	Iteration 3Q: 3 clusters Score -2.254009e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -22540780.000000 Penalty: 5984.960938
	Iteration 4Q: 3 clusters Score -2.254078e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -22541568.000000 Penalty: 5984.960938
	Iteration 5Q: 3 clusters Score -2.254157e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -22542660.000000 Penalty: 5984.960938
	Iteration 6Q: 3 clusters Score -2.254266e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -22544098.000000 Penalty: 5984.960938
	Iteration 7Q: 3 clusters Score -2.25441e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -22546494.000000 Penalty: 5984.960938
	Iteration 8Q: 3 clusters Score -2.254649e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -22551088.000000 Penalty: 5984.960938
	Iteration 9F: 3 clusters Score -2.255109e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -22558948.000000 Penalty: 5984.960938
	Iteration 10F: 3 clusters Score -2.255895e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139287 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -22571212.000000 Penalty: 5984.960938
	Iteration 11F: 3 clusters Score -2.257121e+07 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -22585150.000000 Penalty: 5984.960938
	Iteration 12F: 3 clusters Score -2.258515e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -22595602.000000 Penalty: 5984.960938
	Iteration 13F: 3 clusters Score -2.25956e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22599094.000000 Penalty: 5984.960938
	Iteration 14Q: 3 clusters Score -2.259909e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -22600066.000000 Penalty: 5984.960938
	Iteration 15Q: 3 clusters Score -2.260007e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22600302.000000 Penalty: 5984.960938
	Iteration 16Q: 3 clusters Score -2.26003e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22600430.000000 Penalty: 5984.960938
	Iteration 17Q: 3 clusters Score -2.260043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22600458.000000 Penalty: 5984.960938
	Iteration 18Q: 3 clusters Score -2.260046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173703 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22600496.000000 Penalty: 5984.960938
	Iteration 19Q: 3 clusters Score -2.26005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22600532.000000 Penalty: 5984.960938
	Iteration 20F: 3 clusters Score -2.260053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22600546.000000 Penalty: 5984.960938
	Iteration 21Q: 3 clusters Score -2.260055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22600562.000000 Penalty: 5984.960938
	Iteration 22Q: 3 clusters Score -2.260056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22600566.000000 Penalty: 5984.960938
	Iteration 23Q: 3 clusters Score -2.260057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22600580.000000 Penalty: 5984.960938
	Iteration 24Q: 3 clusters Score -2.260058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22600574.000000 Penalty: 5984.960938
	Iteration 25Q: 3 clusters Score -2.260057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22600572.000000 Penalty: 5984.960938
	Iteration 26Q: 3 clusters Score -2.260057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22600582.000000 Penalty: 5984.960938
	Iteration 27Q: 3 clusters Score -2.260058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22600568.000000 Penalty: 5984.960938
	Iteration 28Q: 3 clusters Score -2.260057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22600568.000000 Penalty: 5984.960938
	Iteration 29F: 3 clusters Score -2.260057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -39711.921875 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -39711.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38388.062500 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -38388.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38664.371094 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -38664.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38860.597656 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -38860.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39054.421875 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -39054.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39118.675781 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -39118.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39168.007812 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -39168.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39205.769531 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -39205.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39214.304688 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -39214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39217.910156 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -39217.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39218.601562 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -39218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39220.417969 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -39220.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39220.417969 Penalty: 2979.151367
	Iteration 11F: 3 clusters Score -39220.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -556108.187500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -556108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -551957.687500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -551957.7 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -552945.250000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -552945.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -553248.875000 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -553248.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -553418.125000 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -553418.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -553533.500000 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -553533.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -553616.625000 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -553616.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -553677.687500 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -553677.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -553727.062500 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -553727.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -553774.062500 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -553774.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -553823.437500 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -553823.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -553866.250000 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -553866.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -553921.312500 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -553921.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -553970.750000 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -553970.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -554011.437500 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -554011.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -554048.437500 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -554048.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -554088.812500 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -554088.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -554125.000000 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -554125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -554155.125000 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -554155.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -554180.625000 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -554180.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -554205.937500 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -554205.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -554234.687500 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -554234.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -554268.375000 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -554268.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -554304.312500 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -554304.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -554338.750000 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -554338.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -554378.625000 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -554378.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -554427.187500 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -554427.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -554475.437500 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -554475.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -554518.437500 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -554518.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -554554.312500 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -554554.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -554574.062500 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -554574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -554581.625000 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -554581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -554588.625000 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -554588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -554590.562500 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -554590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -554592.125000 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -554592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -554592.875000 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -554592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -554594.500000 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -554594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -554594.750000 Penalty: 4163.596191
	Iteration 36Q: 3 clusters Score -554594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -554594.750000 Penalty: 4163.596191
	Iteration 37F: 3 clusters Score -554594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Entering Unmasked Estep 
Score: -22581028.000000 Penalty: 2994.973145
	Iteration 0F: 2 clusters Score -2.258103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -22466116.000000 Penalty: 5989.946289
	Iteration 0F: 3 clusters Score -2.246612e+07 nChanged 84753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -22516146.000000 Penalty: 5989.946289
	Iteration 1F: 3 clusters Score -2.251615e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -22517410.000000 Penalty: 5989.946289
	Iteration 2Q: 3 clusters Score -2.251741e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -22518920.000000 Penalty: 5989.946289
	Iteration 3Q: 3 clusters Score -2.251892e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -22520804.000000 Penalty: 5989.946289
	Iteration 4Q: 3 clusters Score -2.25208e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -22523140.000000 Penalty: 5989.946289
	Iteration 5Q: 3 clusters Score -2.252314e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -22526128.000000 Penalty: 5989.946289
	Iteration 6Q: 3 clusters Score -2.252613e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87273 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -22529488.000000 Penalty: 5989.946289
	Iteration 7Q: 3 clusters Score -2.252949e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -22533942.000000 Penalty: 5989.946289
	Iteration 8Q: 3 clusters Score -2.253394e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -22540074.000000 Penalty: 5989.946289
	Iteration 9F: 3 clusters Score -2.254007e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -22547756.000000 Penalty: 5989.946289
	Iteration 10F: 3 clusters Score -2.254776e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -22554486.000000 Penalty: 5989.946289
	Iteration 11F: 3 clusters Score -2.255449e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -22558252.000000 Penalty: 5989.946289
	Iteration 12Q: 3 clusters Score -2.255825e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -22559864.000000 Penalty: 5989.946289
	Iteration 13Q: 3 clusters Score -2.255986e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -22560608.000000 Penalty: 5989.946289
	Iteration 14Q: 3 clusters Score -2.256061e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -22561146.000000 Penalty: 5989.946289
	Iteration 15Q: 3 clusters Score -2.256115e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -22561674.000000 Penalty: 5989.946289
	Iteration 16Q: 3 clusters Score -2.256167e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -22562290.000000 Penalty: 5989.946289
	Iteration 17Q: 3 clusters Score -2.256229e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -22562732.000000 Penalty: 5989.946289
	Iteration 18Q: 3 clusters Score -2.256273e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -22563304.000000 Penalty: 5989.946289
	Iteration 19Q: 3 clusters Score -2.25633e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -22564014.000000 Penalty: 5989.946289
	Iteration 20F: 3 clusters Score -2.256401e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -22564674.000000 Penalty: 5989.946289
	Iteration 21Q: 3 clusters Score -2.256467e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -22565184.000000 Penalty: 5989.946289
	Iteration 22Q: 3 clusters Score -2.256518e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -22565902.000000 Penalty: 5989.946289
	Iteration 23Q: 3 clusters Score -2.25659e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -22566524.000000 Penalty: 5989.946289
	Iteration 24Q: 3 clusters Score -2.256652e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -22567064.000000 Penalty: 5989.946289
	Iteration 25Q: 3 clusters Score -2.256706e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -22567568.000000 Penalty: 5989.946289
	Iteration 26Q: 3 clusters Score -2.256757e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -22568240.000000 Penalty: 5989.946289
	Iteration 27Q: 3 clusters Score -2.256824e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123930 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -22568806.000000 Penalty: 5989.946289
	Iteration 28Q: 3 clusters Score -2.256881e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -22569354.000000 Penalty: 5989.946289
	Iteration 29Q: 3 clusters Score -2.256935e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -22570006.000000 Penalty: 5989.946289
	Iteration 30Q: 3 clusters Score -2.257001e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -22570234.000000 Penalty: 5989.946289
	Iteration 31Q: 3 clusters Score -2.257023e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132187 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -22570698.000000 Penalty: 5989.946289
	Iteration 32Q: 3 clusters Score -2.25707e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -22571276.000000 Penalty: 5989.946289
	Iteration 33Q: 3 clusters Score -2.257128e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136136 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -22571722.000000 Penalty: 5989.946289
	Iteration 34Q: 3 clusters Score -2.257172e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138020 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -22572160.000000 Penalty: 5989.946289
	Iteration 35Q: 3 clusters Score -2.257216e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -22572764.000000 Penalty: 5989.946289
	Iteration 36Q: 3 clusters Score -2.257276e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -22573324.000000 Penalty: 5989.946289
	Iteration 37Q: 3 clusters Score -2.257332e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -22573936.000000 Penalty: 5989.946289
	Iteration 38Q: 3 clusters Score -2.257394e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -22574576.000000 Penalty: 5989.946289
	Iteration 39Q: 3 clusters Score -2.257458e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -22575210.000000 Penalty: 5989.946289
	Iteration 40F: 3 clusters Score -2.257521e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -22575900.000000 Penalty: 5989.946289
	Iteration 41Q: 3 clusters Score -2.25759e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -22576512.000000 Penalty: 5989.946289
	Iteration 42Q: 3 clusters Score -2.257651e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -22577106.000000 Penalty: 5989.946289
	Iteration 43Q: 3 clusters Score -2.257711e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -22577668.000000 Penalty: 5989.946289
	Iteration 44Q: 3 clusters Score -2.257767e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -22578198.000000 Penalty: 5989.946289
	Iteration 45Q: 3 clusters Score -2.25782e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -22578724.000000 Penalty: 5989.946289
	Iteration 46Q: 3 clusters Score -2.257872e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160584 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -22579292.000000 Penalty: 5989.946289
	Iteration 47Q: 3 clusters Score -2.257929e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161990 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -22579560.000000 Penalty: 5989.946289
	Iteration 48Q: 3 clusters Score -2.257956e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -22579858.000000 Penalty: 5989.946289
	Iteration 49Q: 3 clusters Score -2.257986e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -22580278.000000 Penalty: 5989.946289
	Iteration 50Q: 3 clusters Score -2.258028e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -22580660.000000 Penalty: 5989.946289
	Iteration 51Q: 3 clusters Score -2.258066e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -22580684.000000 Penalty: 5989.946289
	Iteration 52Q: 3 clusters Score -2.258068e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167514 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -22580746.000000 Penalty: 5989.946289
	Iteration 53Q: 3 clusters Score -2.258075e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168248 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -22580652.000000 Penalty: 5989.946289
	Iteration 54Q: 3 clusters Score -2.258065e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -22580788.000000 Penalty: 5989.946289
	Iteration 55Q: 3 clusters Score -2.258079e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -22580744.000000 Penalty: 5989.946289
	Iteration 56Q: 3 clusters Score -2.258074e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -22580650.000000 Penalty: 5989.946289
	Iteration 57Q: 3 clusters Score -2.258065e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170613 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -22580598.000000 Penalty: 5989.946289
	Iteration 58Q: 3 clusters Score -2.25806e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -22580556.000000 Penalty: 5989.946289
	Iteration 59Q: 3 clusters Score -2.258056e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -22580524.000000 Penalty: 5989.946289
	Iteration 60F: 3 clusters Score -2.258052e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -22580470.000000 Penalty: 5989.946289
	Iteration 61Q: 3 clusters Score -2.258047e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -22580450.000000 Penalty: 5989.946289
	Iteration 62Q: 3 clusters Score -2.258045e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22580420.000000 Penalty: 5989.946289
	Iteration 63Q: 3 clusters Score -2.258042e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172381 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -22580358.000000 Penalty: 5989.946289
	Iteration 64Q: 3 clusters Score -2.258036e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172536 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22580364.000000 Penalty: 5989.946289
	Iteration 65Q: 3 clusters Score -2.258036e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22580386.000000 Penalty: 5989.946289
	Iteration 66Q: 3 clusters Score -2.258039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -22580388.000000 Penalty: 5989.946289
	Iteration 67Q: 3 clusters Score -2.258039e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172821 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22580440.000000 Penalty: 5989.946289
	Iteration 68Q: 3 clusters Score -2.258044e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -22580418.000000 Penalty: 5989.946289
	Iteration 69Q: 3 clusters Score -2.258042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22580390.000000 Penalty: 5989.946289
	Iteration 70Q: 3 clusters Score -2.258039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -22580406.000000 Penalty: 5989.946289
	Iteration 71Q: 3 clusters Score -2.258041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22580386.000000 Penalty: 5989.946289
	Iteration 72Q: 3 clusters Score -2.258039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173047 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22580368.000000 Penalty: 5989.946289
	Iteration 73Q: 3 clusters Score -2.258037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22580368.000000 Penalty: 5989.946289
	Iteration 74Q: 3 clusters Score -2.258037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173117 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -22580350.000000 Penalty: 5989.946289
	Iteration 75Q: 3 clusters Score -2.258035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22580350.000000 Penalty: 5989.946289
	Iteration 76Q: 3 clusters Score -2.258035e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22580314.000000 Penalty: 5989.946289
	Iteration 77Q: 3 clusters Score -2.258031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173209 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22580322.000000 Penalty: 5989.946289
	Iteration 78Q: 3 clusters Score -2.258032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22580338.000000 Penalty: 5989.946289
	Iteration 79Q: 3 clusters Score -2.258034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173238 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -22580334.000000 Penalty: 5989.946289
	Iteration 80F: 3 clusters Score -2.258033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22580320.000000 Penalty: 5989.946289
	Iteration 81Q: 3 clusters Score -2.258032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173274 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22580316.000000 Penalty: 5989.946289
	Iteration 82Q: 3 clusters Score -2.258032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173288 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22580322.000000 Penalty: 5989.946289
	Iteration 83Q: 3 clusters Score -2.258032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173300 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22580318.000000 Penalty: 5989.946289
	Iteration 84Q: 3 clusters Score -2.258032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -22580326.000000 Penalty: 5989.946289
	Iteration 85Q: 3 clusters Score -2.258033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22580328.000000 Penalty: 5989.946289
	Iteration 86Q: 3 clusters Score -2.258033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -22580318.000000 Penalty: 5989.946289
	Iteration 87Q: 3 clusters Score -2.258032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173326 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22580318.000000 Penalty: 5989.946289
	Iteration 88Q: 3 clusters Score -2.258032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -22580314.000000 Penalty: 5989.946289
	Iteration 89Q: 3 clusters Score -2.258031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -22580314.000000 Penalty: 5989.946289
	Iteration 90Q: 3 clusters Score -2.258031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22580310.000000 Penalty: 5989.946289
	Iteration 91Q: 3 clusters Score -2.258031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -22580316.000000 Penalty: 5989.946289
	Iteration 92Q: 3 clusters Score -2.258032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -22580314.000000 Penalty: 5989.946289
	Iteration 93Q: 3 clusters Score -2.258031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173340 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22580308.000000 Penalty: 5989.946289
	Iteration 94Q: 3 clusters Score -2.258031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22580322.000000 Penalty: 5989.946289
	Iteration 95Q: 3 clusters Score -2.258032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173347 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -22580316.000000 Penalty: 5989.946289
	Iteration 96Q: 3 clusters Score -2.258032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -22580316.000000 Penalty: 5989.946289
	Iteration 97Q: 3 clusters Score -2.258032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173352 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22580320.000000 Penalty: 5989.946289
	Iteration 98Q: 3 clusters Score -2.258032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22580328.000000 Penalty: 5989.946289
	Iteration 99Q: 3 clusters Score -2.258033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -22580334.000000 Penalty: 5989.946289
	Iteration 100F: 3 clusters Score -2.258033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -22580330.000000 Penalty: 5989.946289
	Iteration 101Q: 3 clusters Score -2.258033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22580346.000000 Penalty: 5989.946289
	Iteration 102Q: 3 clusters Score -2.258035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -22580340.000000 Penalty: 5989.946289
	Iteration 103Q: 3 clusters Score -2.258034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -22580326.000000 Penalty: 5989.946289
	Iteration 104Q: 3 clusters Score -2.258033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22580340.000000 Penalty: 5989.946289
	Iteration 105Q: 3 clusters Score -2.258034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22580328.000000 Penalty: 5989.946289
	Iteration 106Q: 3 clusters Score -2.258033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -22580330.000000 Penalty: 5989.946289
	Iteration 107Q: 3 clusters Score -2.258033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -22580354.000000 Penalty: 5989.946289
	Iteration 108Q: 3 clusters Score -2.258035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22580346.000000 Penalty: 5989.946289
	Iteration 109Q: 3 clusters Score -2.258035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22580338.000000 Penalty: 5989.946289
	Iteration 110Q: 3 clusters Score -2.258034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22580338.000000 Penalty: 5989.946289
	Iteration 111F: 3 clusters Score -2.258034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Entering Unmasked Estep 
Score: -2515602.250000 Penalty: 2449.913086
	Iteration 0F: 2 clusters Score -2515602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2501864.000000 Penalty: 4899.826172
	Iteration 0F: 3 clusters Score -2501864 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2506547.000000 Penalty: 4899.826172
	Iteration 1F: 3 clusters Score -2506547 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2507045.250000 Penalty: 4899.826172
	Iteration 2F: 3 clusters Score -2507045 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2507542.500000 Penalty: 4899.826172
	Iteration 3F: 3 clusters Score -2507542 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2508064.250000 Penalty: 4899.826172
	Iteration 4Q: 3 clusters Score -2508064 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2508622.500000 Penalty: 4899.826172
	Iteration 5F: 3 clusters Score -2508622 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2509263.250000 Penalty: 4899.826172
	Iteration 6F: 3 clusters Score -2509263 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2510048.000000 Penalty: 4899.826172
	Iteration 7F: 3 clusters Score -2510048 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2511017.000000 Penalty: 4899.826172
	Iteration 8F: 3 clusters Score -2511017 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2511929.250000 Penalty: 4899.826172
	Iteration 9F: 3 clusters Score -2511929 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2512622.500000 Penalty: 4899.826172
	Iteration 10Q: 3 clusters Score -2512622 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2512977.750000 Penalty: 4899.826172
	Iteration 11Q: 3 clusters Score -2512978 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2513149.750000 Penalty: 4899.826172
	Iteration 12Q: 3 clusters Score -2513150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2513254.750000 Penalty: 4899.826172
	Iteration 13Q: 3 clusters Score -2513255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2513376.000000 Penalty: 4899.826172
	Iteration 14Q: 3 clusters Score -2513376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2513494.000000 Penalty: 4899.826172
	Iteration 15Q: 3 clusters Score -2513494 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2513587.500000 Penalty: 4899.826172
	Iteration 16Q: 3 clusters Score -2513588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2513649.750000 Penalty: 4899.826172
	Iteration 17Q: 3 clusters Score -2513650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2513691.250000 Penalty: 4899.826172
	Iteration 18Q: 3 clusters Score -2513691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2513728.000000 Penalty: 4899.826172
	Iteration 19Q: 3 clusters Score -2513728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2513748.000000 Penalty: 4899.826172
	Iteration 20F: 3 clusters Score -2513748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2513792.000000 Penalty: 4899.826172
	Iteration 21Q: 3 clusters Score -2513792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2513818.500000 Penalty: 4899.826172
	Iteration 22Q: 3 clusters Score -2513818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2513836.250000 Penalty: 4899.826172
	Iteration 23Q: 3 clusters Score -2513836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2513840.000000 Penalty: 4899.826172
	Iteration 24Q: 3 clusters Score -2513840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2513854.500000 Penalty: 4899.826172
	Iteration 25Q: 3 clusters Score -2513854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2513869.500000 Penalty: 4899.826172
	Iteration 26Q: 3 clusters Score -2513870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2513872.750000 Penalty: 4899.826172
	Iteration 27Q: 3 clusters Score -2513873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2513887.500000 Penalty: 4899.826172
	Iteration 28Q: 3 clusters Score -2513888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2513882.500000 Penalty: 4899.826172
	Iteration 29Q: 3 clusters Score -2513882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2513884.250000 Penalty: 4899.826172
	Iteration 30Q: 3 clusters Score -2513884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2513899.250000 Penalty: 4899.826172
	Iteration 31Q: 3 clusters Score -2513899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2513901.750000 Penalty: 4899.826172
	Iteration 32Q: 3 clusters Score -2513902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2513910.250000 Penalty: 4899.826172
	Iteration 33Q: 3 clusters Score -2513910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2513910.250000 Penalty: 4899.826172
	Iteration 34Q: 3 clusters Score -2513910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2513915.500000 Penalty: 4899.826172
	Iteration 35Q: 3 clusters Score -2513916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2513917.750000 Penalty: 4899.826172
	Iteration 36Q: 3 clusters Score -2513918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2513918.250000 Penalty: 4899.826172
	Iteration 37Q: 3 clusters Score -2513918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2513918.750000 Penalty: 4899.826172
	Iteration 38Q: 3 clusters Score -2513919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2513920.250000 Penalty: 4899.826172
	Iteration 39Q: 3 clusters Score -2513920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2513926.250000 Penalty: 4899.826172
	Iteration 40F: 3 clusters Score -2513926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2513931.000000 Penalty: 4899.826172
	Iteration 41Q: 3 clusters Score -2513931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2513934.500000 Penalty: 4899.826172
	Iteration 42Q: 3 clusters Score -2513934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2513930.500000 Penalty: 4899.826172
	Iteration 43Q: 3 clusters Score -2513930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2513934.750000 Penalty: 4899.826172
	Iteration 44Q: 3 clusters Score -2513935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2513943.250000 Penalty: 4899.826172
	Iteration 45Q: 3 clusters Score -2513943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2513942.750000 Penalty: 4899.826172
	Iteration 46Q: 3 clusters Score -2513943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2513947.500000 Penalty: 4899.826172
	Iteration 47Q: 3 clusters Score -2513948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2513956.250000 Penalty: 4899.826172
	Iteration 48Q: 3 clusters Score -2513956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2513956.500000 Penalty: 4899.826172
	Iteration 49Q: 3 clusters Score -2513956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2513964.750000 Penalty: 4899.826172
	Iteration 50Q: 3 clusters Score -2513965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2513976.750000 Penalty: 4899.826172
	Iteration 51Q: 3 clusters Score -2513977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2513983.500000 Penalty: 4899.826172
	Iteration 52Q: 3 clusters Score -2513984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2513986.750000 Penalty: 4899.826172
	Iteration 53Q: 3 clusters Score -2513987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2513989.000000 Penalty: 4899.826172
	Iteration 54Q: 3 clusters Score -2513989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2513991.250000 Penalty: 4899.826172
	Iteration 55Q: 3 clusters Score -2513991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2513999.750000 Penalty: 4899.826172
	Iteration 56Q: 3 clusters Score -2514000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2513999.750000 Penalty: 4899.826172
	Iteration 57Q: 3 clusters Score -2514000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2514006.500000 Penalty: 4899.826172
	Iteration 58Q: 3 clusters Score -2514006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2514009.000000 Penalty: 4899.826172
	Iteration 59Q: 3 clusters Score -2514009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2514007.250000 Penalty: 4899.826172
	Iteration 60F: 3 clusters Score -2514007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2514010.750000 Penalty: 4899.826172
	Iteration 61Q: 3 clusters Score -2514011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2514012.000000 Penalty: 4899.826172
	Iteration 62Q: 3 clusters Score -2514012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2514013.750000 Penalty: 4899.826172
	Iteration 63Q: 3 clusters Score -2514014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2514017.500000 Penalty: 4899.826172
	Iteration 64Q: 3 clusters Score -2514018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2514013.500000 Penalty: 4899.826172
	Iteration 65Q: 3 clusters Score -2514014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2514018.000000 Penalty: 4899.826172
	Iteration 66Q: 3 clusters Score -2514018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2514021.250000 Penalty: 4899.826172
	Iteration 67Q: 3 clusters Score -2514021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2514025.250000 Penalty: 4899.826172
	Iteration 68Q: 3 clusters Score -2514025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2514031.000000 Penalty: 4899.826172
	Iteration 69Q: 3 clusters Score -2514031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2514037.500000 Penalty: 4899.826172
	Iteration 70Q: 3 clusters Score -2514038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2514039.500000 Penalty: 4899.826172
	Iteration 71Q: 3 clusters Score -2514040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2514042.500000 Penalty: 4899.826172
	Iteration 72Q: 3 clusters Score -2514042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2514045.000000 Penalty: 4899.826172
	Iteration 73Q: 3 clusters Score -2514045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2514049.750000 Penalty: 4899.826172
	Iteration 74Q: 3 clusters Score -2514050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2514053.500000 Penalty: 4899.826172
	Iteration 75Q: 3 clusters Score -2514054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2514064.000000 Penalty: 4899.826172
	Iteration 76Q: 3 clusters Score -2514064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2514059.750000 Penalty: 4899.826172
	Iteration 77Q: 3 clusters Score -2514060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2514063.000000 Penalty: 4899.826172
	Iteration 78Q: 3 clusters Score -2514063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2514066.000000 Penalty: 4899.826172
	Iteration 79Q: 3 clusters Score -2514066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2514070.750000 Penalty: 4899.826172
	Iteration 80F: 3 clusters Score -2514071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2514072.250000 Penalty: 4899.826172
	Iteration 81Q: 3 clusters Score -2514072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2514070.500000 Penalty: 4899.826172
	Iteration 82Q: 3 clusters Score -2514070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2514075.250000 Penalty: 4899.826172
	Iteration 83Q: 3 clusters Score -2514075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2514073.500000 Penalty: 4899.826172
	Iteration 84Q: 3 clusters Score -2514074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2514074.500000 Penalty: 4899.826172
	Iteration 85Q: 3 clusters Score -2514074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2514073.500000 Penalty: 4899.826172
	Iteration 86Q: 3 clusters Score -2514074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2514074.750000 Penalty: 4899.826172
	Iteration 87Q: 3 clusters Score -2514075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2514073.500000 Penalty: 4899.826172
	Iteration 88Q: 3 clusters Score -2514074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2514072.500000 Penalty: 4899.826172
	Iteration 89Q: 3 clusters Score -2514072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2514069.250000 Penalty: 4899.826172
	Iteration 90Q: 3 clusters Score -2514069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2514072.000000 Penalty: 4899.826172
	Iteration 91Q: 3 clusters Score -2514072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2514073.250000 Penalty: 4899.826172
	Iteration 92Q: 3 clusters Score -2514073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2514083.500000 Penalty: 4899.826172
	Iteration 93Q: 3 clusters Score -2514084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2514087.500000 Penalty: 4899.826172
	Iteration 94Q: 3 clusters Score -2514088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2514087.750000 Penalty: 4899.826172
	Iteration 95Q: 3 clusters Score -2514088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2514083.250000 Penalty: 4899.826172
	Iteration 96Q: 3 clusters Score -2514083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2514086.750000 Penalty: 4899.826172
	Iteration 97Q: 3 clusters Score -2514087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2514090.500000 Penalty: 4899.826172
	Iteration 98Q: 3 clusters Score -2514090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2514094.250000 Penalty: 4899.826172
	Iteration 99Q: 3 clusters Score -2514094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2514097.000000 Penalty: 4899.826172
	Iteration 100F: 3 clusters Score -2514097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2514099.500000 Penalty: 4899.826172
	Iteration 101Q: 3 clusters Score -2514100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2514103.750000 Penalty: 4899.826172
	Iteration 102Q: 3 clusters Score -2514104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2514109.250000 Penalty: 4899.826172
	Iteration 103Q: 3 clusters Score -2514109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2514116.750000 Penalty: 4899.826172
	Iteration 104Q: 3 clusters Score -2514117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2514118.500000 Penalty: 4899.826172
	Iteration 105Q: 3 clusters Score -2514118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2514124.750000 Penalty: 4899.826172
	Iteration 106Q: 3 clusters Score -2514125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2514128.500000 Penalty: 4899.826172
	Iteration 107Q: 3 clusters Score -2514128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2514127.250000 Penalty: 4899.826172
	Iteration 108Q: 3 clusters Score -2514127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2514128.500000 Penalty: 4899.826172
	Iteration 109Q: 3 clusters Score -2514128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2514125.250000 Penalty: 4899.826172
	Iteration 110Q: 3 clusters Score -2514125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2514126.000000 Penalty: 4899.826172
	Iteration 111Q: 3 clusters Score -2514126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2514130.000000 Penalty: 4899.826172
	Iteration 112Q: 3 clusters Score -2514130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2514129.000000 Penalty: 4899.826172
	Iteration 113Q: 3 clusters Score -2514129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2514125.750000 Penalty: 4899.826172
	Iteration 114Q: 3 clusters Score -2514126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2514126.000000 Penalty: 4899.826172
	Iteration 115Q: 3 clusters Score -2514126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2514127.250000 Penalty: 4899.826172
	Iteration 116Q: 3 clusters Score -2514127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2514128.750000 Penalty: 4899.826172
	Iteration 117Q: 3 clusters Score -2514129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2514126.500000 Penalty: 4899.826172
	Iteration 118Q: 3 clusters Score -2514126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2514125.000000 Penalty: 4899.826172
	Iteration 119Q: 3 clusters Score -2514125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2514128.250000 Penalty: 4899.826172
	Iteration 120F: 3 clusters Score -2514128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2514133.500000 Penalty: 4899.826172
	Iteration 121Q: 3 clusters Score -2514134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2514132.500000 Penalty: 4899.826172
	Iteration 122Q: 3 clusters Score -2514132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2514131.750000 Penalty: 4899.826172
	Iteration 123Q: 3 clusters Score -2514132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2514131.750000 Penalty: 4899.826172
	Iteration 124F: 3 clusters Score -2514132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186932 members 
Entering Unmasked Estep 
Score: -23990604.000000 Penalty: 3010.348145
	Iteration 0F: 2 clusters Score -2.39906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -23869370.000000 Penalty: 6020.696289
	Iteration 0F: 3 clusters Score -2.386937e+07 nChanged 89708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -23920858.000000 Penalty: 6020.696289
	Iteration 1F: 3 clusters Score -2.392086e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -23921872.000000 Penalty: 6020.696289
	Iteration 2Q: 3 clusters Score -2.392187e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -23923298.000000 Penalty: 6020.696289
	Iteration 3Q: 3 clusters Score -2.39233e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -23925304.000000 Penalty: 6020.696289
	Iteration 4Q: 3 clusters Score -2.39253e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -23929524.000000 Penalty: 6020.696289
	Iteration 5Q: 3 clusters Score -2.392952e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -23937522.000000 Penalty: 6020.696289
	Iteration 6F: 3 clusters Score -2.393752e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -23950906.000000 Penalty: 6020.696289
	Iteration 7F: 3 clusters Score -2.395091e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162383 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -23967372.000000 Penalty: 6020.696289
	Iteration 8F: 3 clusters Score -2.396737e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -23979806.000000 Penalty: 6020.696289
	Iteration 9F: 3 clusters Score -2.397981e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183415 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23985216.000000 Penalty: 6020.696289
	Iteration 10Q: 3 clusters Score -2.398522e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23987070.000000 Penalty: 6020.696289
	Iteration 11Q: 3 clusters Score -2.398707e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186428 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -23987482.000000 Penalty: 6020.696289
	Iteration 12Q: 3 clusters Score -2.398748e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186605 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23987706.000000 Penalty: 6020.696289
	Iteration 13Q: 3 clusters Score -2.398771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186663 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23987824.000000 Penalty: 6020.696289
	Iteration 14Q: 3 clusters Score -2.398782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186682 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23987890.000000 Penalty: 6020.696289
	Iteration 15Q: 3 clusters Score -2.398789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186694 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23987936.000000 Penalty: 6020.696289
	Iteration 16Q: 3 clusters Score -2.398794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23987946.000000 Penalty: 6020.696289
	Iteration 17Q: 3 clusters Score -2.398795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23987964.000000 Penalty: 6020.696289
	Iteration 18Q: 3 clusters Score -2.398796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186694 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23987986.000000 Penalty: 6020.696289
	Iteration 19Q: 3 clusters Score -2.398799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23987972.000000 Penalty: 6020.696289
	Iteration 20F: 3 clusters Score -2.398797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -116455.406250 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -116455.4 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 483 members 
Entering Unmasked Estep 
Score: -114544.421875 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -114544.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114949.367188 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -114949.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115123.898438 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -115123.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115261.148438 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -115261.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115361.164062 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -115361.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115458.773438 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -115458.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115528.156250 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -115528.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115609.054688 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -115609.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115673.046875 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -115673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115735.632812 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -115735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115772.453125 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -115772.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115797.632812 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -115797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115818.500000 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -115818.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -115841.523438 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -115841.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115880.429688 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -115880.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115910.109375 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -115910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115937.406250 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -115937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115961.609375 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -115961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115979.640625 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -115979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116008.718750 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -116008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116049.179688 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -116049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116108.304688 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -116108.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116156.851562 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -116156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116178.820312 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -116178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116185.929688 Penalty: 3413.179932
	Iteration 24Q: 3 clusters Score -116185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116198.109375 Penalty: 3413.179932
	Iteration 25Q: 3 clusters Score -116198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116199.828125 Penalty: 3413.179932
	Iteration 26Q: 3 clusters Score -116199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116202.125000 Penalty: 3413.179932
	Iteration 27Q: 3 clusters Score -116202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116211.289062 Penalty: 3413.179932
	Iteration 28Q: 3 clusters Score -116211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116215.031250 Penalty: 3413.179932
	Iteration 29Q: 3 clusters Score -116215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116216.429688 Penalty: 3413.179932
	Iteration 30Q: 3 clusters Score -116216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116217.312500 Penalty: 3413.179932
	Iteration 31Q: 3 clusters Score -116217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116217.312500 Penalty: 3413.179932
	Iteration 32F: 3 clusters Score -116217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -1061062.750000 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -1061063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1054280.250000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -1054280 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1056739.375000 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -1056739 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1057662.875000 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -1057663 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1058426.875000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -1058427 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1059046.000000 Penalty: 4499.653809
	Iteration 4F: 3 clusters Score -1059046 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1059451.250000 Penalty: 4499.653809
	Iteration 5F: 3 clusters Score -1059451 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1059693.000000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -1059693 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1059832.000000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -1059832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1059911.000000 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -1059911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1059953.500000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -1059954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1059984.500000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -1059984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1060010.250000 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -1060010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1060039.875000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -1060040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1060069.125000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -1060069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1060105.125000 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -1060105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1060136.750000 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -1060137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1060157.000000 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -1060157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1060173.375000 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -1060173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1060188.500000 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -1060188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1060193.375000 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -1060193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1060203.750000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -1060204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1060213.250000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -1060213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1060219.125000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -1060219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1060222.250000 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -1060222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1060229.375000 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -1060229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1060233.750000 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -1060234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1060236.250000 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -1060236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1060238.875000 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -1060239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1060237.750000 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -1060238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1060241.500000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -1060242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1060241.125000 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -1060241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1060241.500000 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -1060242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1060241.500000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -1060242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1060243.000000 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -1060243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1060243.000000 Penalty: 4499.653809
	Iteration 34F: 3 clusters Score -1060243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Entering Unmasked Estep 
Score: -7649702.500000 Penalty: 2723.058838
	Iteration 0F: 2 clusters Score -7649702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7610340.500000 Penalty: 5446.117676
	Iteration 0F: 3 clusters Score -7610340 nChanged 27275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -7625600.500000 Penalty: 5446.117676
	Iteration 1F: 3 clusters Score -7625600 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -7626144.000000 Penalty: 5446.117676
	Iteration 2Q: 3 clusters Score -7626144 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -7626750.000000 Penalty: 5446.117676
	Iteration 3Q: 3 clusters Score -7626750 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -7627555.000000 Penalty: 5446.117676
	Iteration 4Q: 3 clusters Score -7627555 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -7628536.000000 Penalty: 5446.117676
	Iteration 5Q: 3 clusters Score -7628536 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -7629994.500000 Penalty: 5446.117676
	Iteration 6F: 3 clusters Score -7629994 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7632150.000000 Penalty: 5446.117676
	Iteration 7F: 3 clusters Score -7632150 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7635138.000000 Penalty: 5446.117676
	Iteration 8F: 3 clusters Score -7635138 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -7638743.500000 Penalty: 5446.117676
	Iteration 9F: 3 clusters Score -7638744 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -7641729.000000 Penalty: 5446.117676
	Iteration 10F: 3 clusters Score -7641729 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -7643424.000000 Penalty: 5446.117676
	Iteration 11Q: 3 clusters Score -7643424 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7644528.000000 Penalty: 5446.117676
	Iteration 12Q: 3 clusters Score -7644528 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -7645146.000000 Penalty: 5446.117676
	Iteration 13Q: 3 clusters Score -7645146 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -7645577.000000 Penalty: 5446.117676
	Iteration 14Q: 3 clusters Score -7645577 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -7645918.500000 Penalty: 5446.117676
	Iteration 15Q: 3 clusters Score -7645918 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -7646180.500000 Penalty: 5446.117676
	Iteration 16Q: 3 clusters Score -7646180 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -7646452.500000 Penalty: 5446.117676
	Iteration 17Q: 3 clusters Score -7646452 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7646669.000000 Penalty: 5446.117676
	Iteration 18Q: 3 clusters Score -7646669 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7646938.500000 Penalty: 5446.117676
	Iteration 19Q: 3 clusters Score -7646938 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7647109.500000 Penalty: 5446.117676
	Iteration 20F: 3 clusters Score -7647110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -7647240.500000 Penalty: 5446.117676
	Iteration 21Q: 3 clusters Score -7647240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -7647334.000000 Penalty: 5446.117676
	Iteration 22Q: 3 clusters Score -7647334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -7647406.500000 Penalty: 5446.117676
	Iteration 23Q: 3 clusters Score -7647406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7647448.500000 Penalty: 5446.117676
	Iteration 24Q: 3 clusters Score -7647448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -7647493.000000 Penalty: 5446.117676
	Iteration 25Q: 3 clusters Score -7647493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -7647534.500000 Penalty: 5446.117676
	Iteration 26Q: 3 clusters Score -7647534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -7647555.000000 Penalty: 5446.117676
	Iteration 27Q: 3 clusters Score -7647555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -7647597.500000 Penalty: 5446.117676
	Iteration 28Q: 3 clusters Score -7647598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7647612.500000 Penalty: 5446.117676
	Iteration 29Q: 3 clusters Score -7647612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -7647631.000000 Penalty: 5446.117676
	Iteration 30Q: 3 clusters Score -7647631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -7647645.500000 Penalty: 5446.117676
	Iteration 31Q: 3 clusters Score -7647646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -7647647.000000 Penalty: 5446.117676
	Iteration 32Q: 3 clusters Score -7647647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -7647658.000000 Penalty: 5446.117676
	Iteration 33Q: 3 clusters Score -7647658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7647668.000000 Penalty: 5446.117676
	Iteration 34Q: 3 clusters Score -7647668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7647668.500000 Penalty: 5446.117676
	Iteration 35Q: 3 clusters Score -7647668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -7647672.000000 Penalty: 5446.117676
	Iteration 36Q: 3 clusters Score -7647672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7647682.000000 Penalty: 5446.117676
	Iteration 37Q: 3 clusters Score -7647682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -7647688.500000 Penalty: 5446.117676
	Iteration 38Q: 3 clusters Score -7647688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -7647692.000000 Penalty: 5446.117676
	Iteration 39Q: 3 clusters Score -7647692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -7647693.500000 Penalty: 5446.117676
	Iteration 40F: 3 clusters Score -7647694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -7647704.000000 Penalty: 5446.117676
	Iteration 41Q: 3 clusters Score -7647704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -7647703.500000 Penalty: 5446.117676
	Iteration 42Q: 3 clusters Score -7647704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -7647709.000000 Penalty: 5446.117676
	Iteration 43Q: 3 clusters Score -7647709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -7647714.000000 Penalty: 5446.117676
	Iteration 44Q: 3 clusters Score -7647714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -7647714.000000 Penalty: 5446.117676
	Iteration 45Q: 3 clusters Score -7647714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -7647715.000000 Penalty: 5446.117676
	Iteration 46Q: 3 clusters Score -7647715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7647729.000000 Penalty: 5446.117676
	Iteration 47Q: 3 clusters Score -7647729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7647720.000000 Penalty: 5446.117676
	Iteration 48Q: 3 clusters Score -7647720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -7647725.000000 Penalty: 5446.117676
	Iteration 49Q: 3 clusters Score -7647725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7647731.000000 Penalty: 5446.117676
	Iteration 50Q: 3 clusters Score -7647731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -7647723.500000 Penalty: 5446.117676
	Iteration 51Q: 3 clusters Score -7647724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7647734.000000 Penalty: 5446.117676
	Iteration 52Q: 3 clusters Score -7647734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -7647728.000000 Penalty: 5446.117676
	Iteration 53Q: 3 clusters Score -7647728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -7647724.500000 Penalty: 5446.117676
	Iteration 54Q: 3 clusters Score -7647724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -7647737.500000 Penalty: 5446.117676
	Iteration 55Q: 3 clusters Score -7647738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7647738.500000 Penalty: 5446.117676
	Iteration 56Q: 3 clusters Score -7647738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -7647746.500000 Penalty: 5446.117676
	Iteration 57Q: 3 clusters Score -7647746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -7647745.500000 Penalty: 5446.117676
	Iteration 58Q: 3 clusters Score -7647746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -7647748.000000 Penalty: 5446.117676
	Iteration 59Q: 3 clusters Score -7647748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -7647748.500000 Penalty: 5446.117676
	Iteration 60F: 3 clusters Score -7647748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -7647750.500000 Penalty: 5446.117676
	Iteration 61Q: 3 clusters Score -7647750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7647762.000000 Penalty: 5446.117676
	Iteration 62Q: 3 clusters Score -7647762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7647769.500000 Penalty: 5446.117676
	Iteration 63Q: 3 clusters Score -7647770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7647769.000000 Penalty: 5446.117676
	Iteration 64Q: 3 clusters Score -7647769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -7647769.500000 Penalty: 5446.117676
	Iteration 65Q: 3 clusters Score -7647770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -7647768.000000 Penalty: 5446.117676
	Iteration 66Q: 3 clusters Score -7647768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7647774.000000 Penalty: 5446.117676
	Iteration 67Q: 3 clusters Score -7647774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7647774.000000 Penalty: 5446.117676
	Iteration 68F: 3 clusters Score -7647774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Entering Unmasked Estep 
Score: -4007036.250000 Penalty: 2562.550537
	Iteration 0F: 2 clusters Score -4007036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3985909.750000 Penalty: 5125.101074
	Iteration 0F: 3 clusters Score -3985910 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3993581.750000 Penalty: 5125.101074
	Iteration 1F: 3 clusters Score -3993582 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3994004.750000 Penalty: 5125.101074
	Iteration 2Q: 3 clusters Score -3994005 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3994381.750000 Penalty: 5125.101074
	Iteration 3Q: 3 clusters Score -3994382 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3994707.000000 Penalty: 5125.101074
	Iteration 4Q: 3 clusters Score -3994707 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3994979.000000 Penalty: 5125.101074
	Iteration 5Q: 3 clusters Score -3994979 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3995244.750000 Penalty: 5125.101074
	Iteration 6Q: 3 clusters Score -3995245 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3995467.500000 Penalty: 5125.101074
	Iteration 7Q: 3 clusters Score -3995468 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3995751.250000 Penalty: 5125.101074
	Iteration 8Q: 3 clusters Score -3995751 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3996089.750000 Penalty: 5125.101074
	Iteration 9Q: 3 clusters Score -3996090 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3996478.750000 Penalty: 5125.101074
	Iteration 10Q: 3 clusters Score -3996479 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3996945.750000 Penalty: 5125.101074
	Iteration 11Q: 3 clusters Score -3996946 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3997533.750000 Penalty: 5125.101074
	Iteration 12Q: 3 clusters Score -3997534 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3998239.000000 Penalty: 5125.101074
	Iteration 13Q: 3 clusters Score -3998239 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3999088.750000 Penalty: 5125.101074
	Iteration 14Q: 3 clusters Score -3999089 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3999992.500000 Penalty: 5125.101074
	Iteration 15Q: 3 clusters Score -3999992 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4000756.000000 Penalty: 5125.101074
	Iteration 16Q: 3 clusters Score -4000756 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4001389.000000 Penalty: 5125.101074
	Iteration 17Q: 3 clusters Score -4001389 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4001801.500000 Penalty: 5125.101074
	Iteration 18Q: 3 clusters Score -4001802 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -4002051.500000 Penalty: 5125.101074
	Iteration 19Q: 3 clusters Score -4002052 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4002229.250000 Penalty: 5125.101074
	Iteration 20F: 3 clusters Score -4002229 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4002365.250000 Penalty: 5125.101074
	Iteration 21Q: 3 clusters Score -4002365 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4002510.500000 Penalty: 5125.101074
	Iteration 22Q: 3 clusters Score -4002510 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4002631.750000 Penalty: 5125.101074
	Iteration 23Q: 3 clusters Score -4002632 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4002741.250000 Penalty: 5125.101074
	Iteration 24Q: 3 clusters Score -4002741 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4002867.500000 Penalty: 5125.101074
	Iteration 25Q: 3 clusters Score -4002868 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4002987.000000 Penalty: 5125.101074
	Iteration 26Q: 3 clusters Score -4002987 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4003098.500000 Penalty: 5125.101074
	Iteration 27Q: 3 clusters Score -4003098 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4003196.750000 Penalty: 5125.101074
	Iteration 28Q: 3 clusters Score -4003197 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4003290.500000 Penalty: 5125.101074
	Iteration 29Q: 3 clusters Score -4003290 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4003407.000000 Penalty: 5125.101074
	Iteration 30Q: 3 clusters Score -4003407 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4003525.500000 Penalty: 5125.101074
	Iteration 31Q: 3 clusters Score -4003526 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4003639.750000 Penalty: 5125.101074
	Iteration 32Q: 3 clusters Score -4003640 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4003756.750000 Penalty: 5125.101074
	Iteration 33Q: 3 clusters Score -4003757 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4003866.750000 Penalty: 5125.101074
	Iteration 34Q: 3 clusters Score -4003867 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4003938.750000 Penalty: 5125.101074
	Iteration 35Q: 3 clusters Score -4003939 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4004031.500000 Penalty: 5125.101074
	Iteration 36Q: 3 clusters Score -4004032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4004098.500000 Penalty: 5125.101074
	Iteration 37Q: 3 clusters Score -4004098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4004173.250000 Penalty: 5125.101074
	Iteration 38Q: 3 clusters Score -4004173 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4004224.750000 Penalty: 5125.101074
	Iteration 39Q: 3 clusters Score -4004225 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4004277.250000 Penalty: 5125.101074
	Iteration 40F: 3 clusters Score -4004277 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4004333.500000 Penalty: 5125.101074
	Iteration 41Q: 3 clusters Score -4004334 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4004384.000000 Penalty: 5125.101074
	Iteration 42Q: 3 clusters Score -4004384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4004430.500000 Penalty: 5125.101074
	Iteration 43Q: 3 clusters Score -4004430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4004473.500000 Penalty: 5125.101074
	Iteration 44Q: 3 clusters Score -4004474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4004503.750000 Penalty: 5125.101074
	Iteration 45Q: 3 clusters Score -4004504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4004530.750000 Penalty: 5125.101074
	Iteration 46Q: 3 clusters Score -4004531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4004567.250000 Penalty: 5125.101074
	Iteration 47Q: 3 clusters Score -4004567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4004596.250000 Penalty: 5125.101074
	Iteration 48Q: 3 clusters Score -4004596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4004615.000000 Penalty: 5125.101074
	Iteration 49Q: 3 clusters Score -4004615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4004638.250000 Penalty: 5125.101074
	Iteration 50Q: 3 clusters Score -4004638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4004658.000000 Penalty: 5125.101074
	Iteration 51Q: 3 clusters Score -4004658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4004681.000000 Penalty: 5125.101074
	Iteration 52Q: 3 clusters Score -4004681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4004692.250000 Penalty: 5125.101074
	Iteration 53Q: 3 clusters Score -4004692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4004709.250000 Penalty: 5125.101074
	Iteration 54Q: 3 clusters Score -4004709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4004726.750000 Penalty: 5125.101074
	Iteration 55Q: 3 clusters Score -4004727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4004746.750000 Penalty: 5125.101074
	Iteration 56Q: 3 clusters Score -4004747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4004761.250000 Penalty: 5125.101074
	Iteration 57Q: 3 clusters Score -4004761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4004768.750000 Penalty: 5125.101074
	Iteration 58Q: 3 clusters Score -4004769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4004782.000000 Penalty: 5125.101074
	Iteration 59Q: 3 clusters Score -4004782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4004790.250000 Penalty: 5125.101074
	Iteration 60F: 3 clusters Score -4004790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4004786.500000 Penalty: 5125.101074
	Iteration 61Q: 3 clusters Score -4004786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4004789.500000 Penalty: 5125.101074
	Iteration 62Q: 3 clusters Score -4004790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4004792.500000 Penalty: 5125.101074
	Iteration 63Q: 3 clusters Score -4004792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4004796.000000 Penalty: 5125.101074
	Iteration 64Q: 3 clusters Score -4004796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4004803.500000 Penalty: 5125.101074
	Iteration 65Q: 3 clusters Score -4004804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4004802.000000 Penalty: 5125.101074
	Iteration 66Q: 3 clusters Score -4004802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4004801.750000 Penalty: 5125.101074
	Iteration 67Q: 3 clusters Score -4004802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4004811.250000 Penalty: 5125.101074
	Iteration 68Q: 3 clusters Score -4004811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4004819.500000 Penalty: 5125.101074
	Iteration 69Q: 3 clusters Score -4004820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4004824.500000 Penalty: 5125.101074
	Iteration 70Q: 3 clusters Score -4004824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4004833.000000 Penalty: 5125.101074
	Iteration 71Q: 3 clusters Score -4004833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4004840.500000 Penalty: 5125.101074
	Iteration 72Q: 3 clusters Score -4004840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4004835.500000 Penalty: 5125.101074
	Iteration 73Q: 3 clusters Score -4004836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4004848.250000 Penalty: 5125.101074
	Iteration 74Q: 3 clusters Score -4004848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4004859.250000 Penalty: 5125.101074
	Iteration 75Q: 3 clusters Score -4004859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4004863.500000 Penalty: 5125.101074
	Iteration 76Q: 3 clusters Score -4004864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4004866.750000 Penalty: 5125.101074
	Iteration 77Q: 3 clusters Score -4004867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4004870.750000 Penalty: 5125.101074
	Iteration 78Q: 3 clusters Score -4004871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4004876.500000 Penalty: 5125.101074
	Iteration 79Q: 3 clusters Score -4004876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4004880.250000 Penalty: 5125.101074
	Iteration 80F: 3 clusters Score -4004880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4004883.250000 Penalty: 5125.101074
	Iteration 81Q: 3 clusters Score -4004883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4004889.750000 Penalty: 5125.101074
	Iteration 82Q: 3 clusters Score -4004890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4004887.750000 Penalty: 5125.101074
	Iteration 83Q: 3 clusters Score -4004888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4004887.750000 Penalty: 5125.101074
	Iteration 84F: 3 clusters Score -4004888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Entering Unmasked Estep 
Score: -1731089.375000 Penalty: 2368.087402
	Iteration 0F: 2 clusters Score -1731089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1720848.000000 Penalty: 4736.174805
	Iteration 0F: 3 clusters Score -1720848 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1724161.625000 Penalty: 4736.174805
	Iteration 1F: 3 clusters Score -1724162 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1724698.000000 Penalty: 4736.174805
	Iteration 2F: 3 clusters Score -1724698 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1725228.875000 Penalty: 4736.174805
	Iteration 3F: 3 clusters Score -1725229 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1725745.750000 Penalty: 4736.174805
	Iteration 4F: 3 clusters Score -1725746 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1726235.375000 Penalty: 4736.174805
	Iteration 5F: 3 clusters Score -1726235 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1726718.375000 Penalty: 4736.174805
	Iteration 6F: 3 clusters Score -1726718 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1727223.000000 Penalty: 4736.174805
	Iteration 7F: 3 clusters Score -1727223 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1727772.375000 Penalty: 4736.174805
	Iteration 8Q: 3 clusters Score -1727772 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1728271.625000 Penalty: 4736.174805
	Iteration 9Q: 3 clusters Score -1728272 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1728684.750000 Penalty: 4736.174805
	Iteration 10Q: 3 clusters Score -1728685 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1728971.750000 Penalty: 4736.174805
	Iteration 11Q: 3 clusters Score -1728972 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1729180.000000 Penalty: 4736.174805
	Iteration 12Q: 3 clusters Score -1729180 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1729331.500000 Penalty: 4736.174805
	Iteration 13Q: 3 clusters Score -1729332 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1729439.000000 Penalty: 4736.174805
	Iteration 14Q: 3 clusters Score -1729439 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1729496.750000 Penalty: 4736.174805
	Iteration 15Q: 3 clusters Score -1729497 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1729553.750000 Penalty: 4736.174805
	Iteration 16Q: 3 clusters Score -1729554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1729603.125000 Penalty: 4736.174805
	Iteration 17Q: 3 clusters Score -1729603 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1729670.750000 Penalty: 4736.174805
	Iteration 18Q: 3 clusters Score -1729671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1729725.750000 Penalty: 4736.174805
	Iteration 19Q: 3 clusters Score -1729726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1729778.750000 Penalty: 4736.174805
	Iteration 20F: 3 clusters Score -1729779 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1729833.625000 Penalty: 4736.174805
	Iteration 21Q: 3 clusters Score -1729834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1729874.625000 Penalty: 4736.174805
	Iteration 22Q: 3 clusters Score -1729875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1729904.125000 Penalty: 4736.174805
	Iteration 23Q: 3 clusters Score -1729904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1729919.125000 Penalty: 4736.174805
	Iteration 24Q: 3 clusters Score -1729919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1729937.625000 Penalty: 4736.174805
	Iteration 25Q: 3 clusters Score -1729938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1729960.250000 Penalty: 4736.174805
	Iteration 26Q: 3 clusters Score -1729960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1729977.000000 Penalty: 4736.174805
	Iteration 27Q: 3 clusters Score -1729977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1729996.625000 Penalty: 4736.174805
	Iteration 28Q: 3 clusters Score -1729997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1730007.750000 Penalty: 4736.174805
	Iteration 29Q: 3 clusters Score -1730008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1730021.125000 Penalty: 4736.174805
	Iteration 30Q: 3 clusters Score -1730021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1730032.750000 Penalty: 4736.174805
	Iteration 31Q: 3 clusters Score -1730033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1730047.625000 Penalty: 4736.174805
	Iteration 32Q: 3 clusters Score -1730048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1730048.500000 Penalty: 4736.174805
	Iteration 33Q: 3 clusters Score -1730048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1730053.500000 Penalty: 4736.174805
	Iteration 34Q: 3 clusters Score -1730054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1730054.875000 Penalty: 4736.174805
	Iteration 35Q: 3 clusters Score -1730055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1730055.250000 Penalty: 4736.174805
	Iteration 36Q: 3 clusters Score -1730055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1730058.000000 Penalty: 4736.174805
	Iteration 37Q: 3 clusters Score -1730058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1730063.000000 Penalty: 4736.174805
	Iteration 38Q: 3 clusters Score -1730063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1730065.875000 Penalty: 4736.174805
	Iteration 39Q: 3 clusters Score -1730066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1730066.000000 Penalty: 4736.174805
	Iteration 40F: 3 clusters Score -1730066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1730067.750000 Penalty: 4736.174805
	Iteration 41Q: 3 clusters Score -1730068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1730067.000000 Penalty: 4736.174805
	Iteration 42Q: 3 clusters Score -1730067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1730078.750000 Penalty: 4736.174805
	Iteration 43Q: 3 clusters Score -1730079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1730077.000000 Penalty: 4736.174805
	Iteration 44Q: 3 clusters Score -1730077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1730080.875000 Penalty: 4736.174805
	Iteration 45Q: 3 clusters Score -1730081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1730084.000000 Penalty: 4736.174805
	Iteration 46Q: 3 clusters Score -1730084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1730086.750000 Penalty: 4736.174805
	Iteration 47Q: 3 clusters Score -1730087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1730089.250000 Penalty: 4736.174805
	Iteration 48Q: 3 clusters Score -1730089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1730094.750000 Penalty: 4736.174805
	Iteration 49Q: 3 clusters Score -1730095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1730095.375000 Penalty: 4736.174805
	Iteration 50Q: 3 clusters Score -1730095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1730091.875000 Penalty: 4736.174805
	Iteration 51Q: 3 clusters Score -1730092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1730094.625000 Penalty: 4736.174805
	Iteration 52Q: 3 clusters Score -1730095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1730096.875000 Penalty: 4736.174805
	Iteration 53Q: 3 clusters Score -1730097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1730098.500000 Penalty: 4736.174805
	Iteration 54Q: 3 clusters Score -1730098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1730101.375000 Penalty: 4736.174805
	Iteration 55Q: 3 clusters Score -1730101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1730098.875000 Penalty: 4736.174805
	Iteration 56Q: 3 clusters Score -1730099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1730101.500000 Penalty: 4736.174805
	Iteration 57Q: 3 clusters Score -1730102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1730103.500000 Penalty: 4736.174805
	Iteration 58Q: 3 clusters Score -1730104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1730103.500000 Penalty: 4736.174805
	Iteration 59Q: 3 clusters Score -1730104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1730106.750000 Penalty: 4736.174805
	Iteration 60F: 3 clusters Score -1730107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1730103.875000 Penalty: 4736.174805
	Iteration 61Q: 3 clusters Score -1730104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1730106.250000 Penalty: 4736.174805
	Iteration 62Q: 3 clusters Score -1730106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1730104.375000 Penalty: 4736.174805
	Iteration 63Q: 3 clusters Score -1730104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1730107.625000 Penalty: 4736.174805
	Iteration 64Q: 3 clusters Score -1730108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1730105.750000 Penalty: 4736.174805
	Iteration 65Q: 3 clusters Score -1730106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1730108.875000 Penalty: 4736.174805
	Iteration 66Q: 3 clusters Score -1730109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1730108.375000 Penalty: 4736.174805
	Iteration 67Q: 3 clusters Score -1730108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1730107.500000 Penalty: 4736.174805
	Iteration 68Q: 3 clusters Score -1730108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1730111.125000 Penalty: 4736.174805
	Iteration 69Q: 3 clusters Score -1730111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1730109.375000 Penalty: 4736.174805
	Iteration 70Q: 3 clusters Score -1730109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1730109.375000 Penalty: 4736.174805
	Iteration 71Q: 3 clusters Score -1730109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1730111.125000 Penalty: 4736.174805
	Iteration 72Q: 3 clusters Score -1730111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1730111.875000 Penalty: 4736.174805
	Iteration 73Q: 3 clusters Score -1730112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1730111.875000 Penalty: 4736.174805
	Iteration 74F: 3 clusters Score -1730112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Entering Unmasked Estep 
Score: -4201068.500000 Penalty: 2575.001465
	Iteration 0F: 2 clusters Score -4201068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4179087.000000 Penalty: 5150.002930
	Iteration 0F: 3 clusters Score -4179087 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4187111.500000 Penalty: 5150.002930
	Iteration 1F: 3 clusters Score -4187112 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4187598.250000 Penalty: 5150.002930
	Iteration 2Q: 3 clusters Score -4187598 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4188112.500000 Penalty: 5150.002930
	Iteration 3Q: 3 clusters Score -4188112 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4188739.500000 Penalty: 5150.002930
	Iteration 4Q: 3 clusters Score -4188740 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4189623.750000 Penalty: 5150.002930
	Iteration 5F: 3 clusters Score -4189624 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4190924.750000 Penalty: 5150.002930
	Iteration 6F: 3 clusters Score -4190925 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4192761.000000 Penalty: 5150.002930
	Iteration 7F: 3 clusters Score -4192761 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4194880.500000 Penalty: 5150.002930
	Iteration 8F: 3 clusters Score -4194880 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4196752.000000 Penalty: 5150.002930
	Iteration 9F: 3 clusters Score -4196752 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4197818.000000 Penalty: 5150.002930
	Iteration 10Q: 3 clusters Score -4197818 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4198374.500000 Penalty: 5150.002930
	Iteration 11Q: 3 clusters Score -4198374 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4198579.500000 Penalty: 5150.002930
	Iteration 12Q: 3 clusters Score -4198580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4198670.000000 Penalty: 5150.002930
	Iteration 13Q: 3 clusters Score -4198670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4198723.500000 Penalty: 5150.002930
	Iteration 14Q: 3 clusters Score -4198724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4198748.000000 Penalty: 5150.002930
	Iteration 15Q: 3 clusters Score -4198748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4198762.500000 Penalty: 5150.002930
	Iteration 16Q: 3 clusters Score -4198762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4198766.500000 Penalty: 5150.002930
	Iteration 17Q: 3 clusters Score -4198766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4198769.500000 Penalty: 5150.002930
	Iteration 18Q: 3 clusters Score -4198770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4198768.000000 Penalty: 5150.002930
	Iteration 19Q: 3 clusters Score -4198768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4198768.000000 Penalty: 5150.002930
	Iteration 20F: 3 clusters Score -4198768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -85697.875000 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -85697.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83971.328125 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -83971.33 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84265.000000 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -84265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84334.718750 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -84334.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84370.843750 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -84370.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84412.015625 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -84412.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84458.492188 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -84458.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84494.320312 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -84494.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84521.023438 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -84521.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84548.601562 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -84548.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84595.507812 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -84595.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84679.359375 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -84679.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84826.218750 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -84826.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84996.992188 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -84996.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85116.328125 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -85116.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85202.085938 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -85202.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85334.492188 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -85334.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85512.539062 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -85512.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85656.093750 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -85656.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85855.851562 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -85855.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -86064.984375 Penalty: 3297.253418
	Iteration 19Q: 3 clusters Score -86064.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86449.406250 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -86449.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86679.562500 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -86679.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86741.687500 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -86741.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86874.765625 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -86874.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86874.765625 Penalty: 3297.253418
	Iteration 24F: 3 clusters Score -86874.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172473 members 
Mstep: Class 3 contains 168002 members 
Mstep: Class 4 contains 171698 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25555 members 
Mstep: Class 9 contains 173938 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175695 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 186932 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58693 members 
Mstep: Class 18 contains 30726 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 265 members 
Entering Unmasked Estep 
Score: -166434448.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166435152.000000 to -166434448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172473 members 
Mstep: Class 3 contains 168002 members 
Mstep: Class 4 contains 171698 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25555 members 
Mstep: Class 9 contains 173938 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175695 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 186932 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58693 members 
Mstep: Class 18 contains 30726 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435328.000000 Penalty: 73383.539062
Iteration 199Q: 22 clusters Score -1.664353e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172471 members 
Mstep: Class 3 contains 168008 members 
Mstep: Class 4 contains 171646 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 173966 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175709 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 186924 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58720 members 
Mstep: Class 18 contains 30725 members 
Mstep: Class 19 contains 14021 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435168.000000 Penalty: 73383.539062
Iteration 200F: 22 clusters Score -1.664352e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172509 members 
Mstep: Class 3 contains 168010 members 
Mstep: Class 4 contains 171544 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68798 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 174001 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175728 members 
Mstep: Class 13 contains 19511 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58748 members 
Mstep: Class 18 contains 30722 members 
Mstep: Class 19 contains 14017 members 
Mstep: Class 20 contains 32301 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 73383.539062
Iteration 201Q: 22 clusters Score -1.664351e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 168015 members 
Mstep: Class 4 contains 171461 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68799 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 174022 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175737 members 
Mstep: Class 13 contains 19512 members 
Mstep: Class 14 contains 186914 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 58774 members 
Mstep: Class 18 contains 30726 members 
Mstep: Class 19 contains 14017 members 
Mstep: Class 20 contains 32298 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435184.000000 Penalty: 73383.539062
Iteration 202Q: 22 clusters Score -1.664352e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172543 members 
Mstep: Class 3 contains 168026 members 
Mstep: Class 4 contains 171401 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68800 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 174056 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175752 members 
Mstep: Class 13 contains 19514 members 
Mstep: Class 14 contains 186880 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 58802 members 
Mstep: Class 18 contains 30722 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434912.000000 Penalty: 73383.539062
Iteration 203Q: 22 clusters Score -1.664349e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172547 members 
Mstep: Class 3 contains 168031 members 
Mstep: Class 4 contains 171332 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68807 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 174079 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175774 members 
Mstep: Class 13 contains 19516 members 
Mstep: Class 14 contains 186862 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 58832 members 
Mstep: Class 18 contains 30721 members 
Mstep: Class 19 contains 14003 members 
Mstep: Class 20 contains 32305 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434800.000000 Penalty: 73383.539062
Iteration 204Q: 22 clusters Score -1.664348e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172572 members 
Mstep: Class 3 contains 168029 members 
Mstep: Class 4 contains 171273 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68795 members 
Mstep: Class 8 contains 25548 members 
Mstep: Class 9 contains 174097 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175760 members 
Mstep: Class 13 contains 19522 members 
Mstep: Class 14 contains 186857 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 58868 members 
Mstep: Class 18 contains 30724 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434864.000000 Penalty: 73383.539062
Iteration 205Q: 22 clusters Score -1.664349e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172596 members 
Mstep: Class 3 contains 168030 members 
Mstep: Class 4 contains 171186 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68788 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 174110 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175745 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 186874 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 58905 members 
Mstep: Class 18 contains 30724 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 32330 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434896.000000 Penalty: 73383.539062
Iteration 206Q: 22 clusters Score -1.664349e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172631 members 
Mstep: Class 3 contains 168029 members 
Mstep: Class 4 contains 171123 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68784 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 174140 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175713 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 186883 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 58928 members 
Mstep: Class 18 contains 30727 members 
Mstep: Class 19 contains 13993 members 
Mstep: Class 20 contains 32347 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435056.000000 Penalty: 73383.539062
Iteration 207Q: 22 clusters Score -1.664351e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172693 members 
Mstep: Class 3 contains 168034 members 
Mstep: Class 4 contains 171035 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68768 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 174150 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175696 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 186885 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 58951 members 
Mstep: Class 18 contains 30732 members 
Mstep: Class 19 contains 13991 members 
Mstep: Class 20 contains 32363 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434896.000000 Penalty: 73383.539062
Iteration 208Q: 22 clusters Score -1.664349e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172738 members 
Mstep: Class 3 contains 168047 members 
Mstep: Class 4 contains 170956 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68767 members 
Mstep: Class 8 contains 25538 members 
Mstep: Class 9 contains 174167 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 175712 members 
Mstep: Class 13 contains 19526 members 
Mstep: Class 14 contains 186863 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 58966 members 
Mstep: Class 18 contains 30739 members 
Mstep: Class 19 contains 13985 members 
Mstep: Class 20 contains 32369 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434960.000000 Penalty: 73383.539062
Iteration 209Q: 22 clusters Score -1.66435e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172782 members 
Mstep: Class 3 contains 168061 members 
Mstep: Class 4 contains 170845 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68783 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 174191 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 175698 members 
Mstep: Class 13 contains 19525 members 
Mstep: Class 14 contains 186863 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 58971 members 
Mstep: Class 18 contains 30745 members 
Mstep: Class 19 contains 13987 members 
Mstep: Class 20 contains 32384 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435136.000000 Penalty: 73383.539062
Iteration 210Q: 22 clusters Score -1.664351e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172844 members 
Mstep: Class 3 contains 168093 members 
Mstep: Class 4 contains 170739 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68790 members 
Mstep: Class 8 contains 25540 members 
Mstep: Class 9 contains 174197 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175682 members 
Mstep: Class 13 contains 19527 members 
Mstep: Class 14 contains 186851 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 58980 members 
Mstep: Class 18 contains 30750 members 
Mstep: Class 19 contains 13984 members 
Mstep: Class 20 contains 32400 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434992.000000 Penalty: 73383.539062
Iteration 211Q: 22 clusters Score -1.66435e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172892 members 
Mstep: Class 3 contains 168117 members 
Mstep: Class 4 contains 170671 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68801 members 
Mstep: Class 8 contains 25554 members 
Mstep: Class 9 contains 174180 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175677 members 
Mstep: Class 13 contains 19529 members 
Mstep: Class 14 contains 186824 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 58985 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 19 contains 13982 members 
Mstep: Class 20 contains 32412 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434992.000000 Penalty: 73383.539062
Iteration 212Q: 22 clusters Score -1.66435e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172934 members 
Mstep: Class 3 contains 168125 members 
Mstep: Class 4 contains 170644 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68806 members 
Mstep: Class 8 contains 25559 members 
Mstep: Class 9 contains 174170 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175654 members 
Mstep: Class 13 contains 19531 members 
Mstep: Class 14 contains 186820 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 58987 members 
Mstep: Class 18 contains 30755 members 
Mstep: Class 19 contains 13980 members 
Mstep: Class 20 contains 32417 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 213Q: 22 clusters Score -1.664352e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172969 members 
Mstep: Class 3 contains 168135 members 
Mstep: Class 4 contains 170607 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68806 members 
Mstep: Class 8 contains 25566 members 
Mstep: Class 9 contains 174174 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175615 members 
Mstep: Class 13 contains 19533 members 
Mstep: Class 14 contains 186829 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 58994 members 
Mstep: Class 18 contains 30750 members 
Mstep: Class 19 contains 13977 members 
Mstep: Class 20 contains 32429 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435056.000000 Penalty: 73383.539062
Iteration 214Q: 22 clusters Score -1.664351e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 172995 members 
Mstep: Class 3 contains 168154 members 
Mstep: Class 4 contains 170593 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68802 members 
Mstep: Class 8 contains 25576 members 
Mstep: Class 9 contains 174162 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 19536 members 
Mstep: Class 14 contains 186838 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 59009 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 13967 members 
Mstep: Class 20 contains 32444 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435008.000000 Penalty: 73383.539062
Iteration 215Q: 22 clusters Score -1.66435e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173047 members 
Mstep: Class 3 contains 168173 members 
Mstep: Class 4 contains 170591 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68800 members 
Mstep: Class 8 contains 25579 members 
Mstep: Class 9 contains 174124 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175498 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 186843 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 59018 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 19 contains 13964 members 
Mstep: Class 20 contains 32459 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435296.000000 Penalty: 73383.539062
Iteration 216Q: 22 clusters Score -1.664353e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173093 members 
Mstep: Class 3 contains 168184 members 
Mstep: Class 4 contains 170543 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68810 members 
Mstep: Class 8 contains 25587 members 
Mstep: Class 9 contains 174117 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175462 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 186845 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 59023 members 
Mstep: Class 18 contains 30761 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 32464 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435328.000000 Penalty: 73383.539062
Iteration 217Q: 22 clusters Score -1.664353e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173104 members 
Mstep: Class 3 contains 168213 members 
Mstep: Class 4 contains 170470 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68816 members 
Mstep: Class 8 contains 25594 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175459 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 186853 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 59035 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 13960 members 
Mstep: Class 20 contains 32468 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435360.000000 Penalty: 73383.539062
Iteration 218Q: 22 clusters Score -1.664354e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173099 members 
Mstep: Class 3 contains 168252 members 
Mstep: Class 4 contains 170414 members 
Mstep: Class 5 contains 1212 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68824 members 
Mstep: Class 8 contains 25598 members 
Mstep: Class 9 contains 174095 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175457 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 186864 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 59045 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 13956 members 
Mstep: Class 20 contains 32477 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435120.000000 Penalty: 73383.539062
Iteration 219Q: 22 clusters Score -1.664351e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173134 members 
Mstep: Class 3 contains 168284 members 
Mstep: Class 4 contains 170321 members 
Mstep: Class 5 contains 1215 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68840 members 
Mstep: Class 8 contains 25603 members 
Mstep: Class 9 contains 174080 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175447 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 186889 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 59049 members 
Mstep: Class 18 contains 30770 members 
Mstep: Class 19 contains 13951 members 
Mstep: Class 20 contains 32482 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435168.000000 Penalty: 73383.539062
Iteration 220F: 22 clusters Score -1.664352e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173147 members 
Mstep: Class 3 contains 168310 members 
Mstep: Class 4 contains 170235 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68863 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 174082 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175432 members 
Mstep: Class 13 contains 19539 members 
Mstep: Class 14 contains 186912 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 59060 members 
Mstep: Class 18 contains 30776 members 
Mstep: Class 19 contains 13934 members 
Mstep: Class 20 contains 32490 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 73383.539062
Iteration 221Q: 22 clusters Score -1.664351e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173180 members 
Mstep: Class 3 contains 168326 members 
Mstep: Class 4 contains 170153 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68884 members 
Mstep: Class 8 contains 25600 members 
Mstep: Class 9 contains 174075 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175422 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 186939 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 59076 members 
Mstep: Class 18 contains 30784 members 
Mstep: Class 19 contains 13918 members 
Mstep: Class 20 contains 32496 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435248.000000 Penalty: 73383.539062
Iteration 222Q: 22 clusters Score -1.664352e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173232 members 
Mstep: Class 3 contains 168359 members 
Mstep: Class 4 contains 170037 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68910 members 
Mstep: Class 8 contains 25597 members 
Mstep: Class 9 contains 174067 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175412 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 186960 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 59098 members 
Mstep: Class 18 contains 30780 members 
Mstep: Class 19 contains 13907 members 
Mstep: Class 20 contains 32499 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435280.000000 Penalty: 73383.539062
Iteration 223Q: 22 clusters Score -1.664353e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173290 members 
Mstep: Class 3 contains 168396 members 
Mstep: Class 4 contains 169918 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68934 members 
Mstep: Class 8 contains 25594 members 
Mstep: Class 9 contains 174055 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175391 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 186990 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 59108 members 
Mstep: Class 18 contains 30782 members 
Mstep: Class 19 contains 13897 members 
Mstep: Class 20 contains 32511 members 
Mstep: Class 21 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435392.000000 Penalty: 73383.539062
Iteration 224Q: 22 clusters Score -1.664354e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173316 members 
Mstep: Class 3 contains 168436 members 
Mstep: Class 4 contains 169803 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68955 members 
Mstep: Class 8 contains 25595 members 
Mstep: Class 9 contains 174065 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175397 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 187001 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 59119 members 
Mstep: Class 18 contains 30776 members 
Mstep: Class 19 contains 13888 members 
Mstep: Class 20 contains 32524 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435376.000000 Penalty: 73383.539062
Iteration 225Q: 22 clusters Score -1.664354e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173322 members 
Mstep: Class 3 contains 168473 members 
Mstep: Class 4 contains 169706 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68968 members 
Mstep: Class 8 contains 25599 members 
Mstep: Class 9 contains 174085 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175409 members 
Mstep: Class 13 contains 19544 members 
Mstep: Class 14 contains 186999 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 59120 members 
Mstep: Class 18 contains 30777 members 
Mstep: Class 19 contains 13885 members 
Mstep: Class 20 contains 32539 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435344.000000 Penalty: 73383.539062
Iteration 226Q: 22 clusters Score -1.664353e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173337 members 
Mstep: Class 3 contains 168515 members 
Mstep: Class 4 contains 169611 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68976 members 
Mstep: Class 8 contains 25602 members 
Mstep: Class 9 contains 174091 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175419 members 
Mstep: Class 13 contains 19545 members 
Mstep: Class 14 contains 187008 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 59120 members 
Mstep: Class 18 contains 30784 members 
Mstep: Class 19 contains 13879 members 
Mstep: Class 20 contains 32551 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435360.000000 Penalty: 73383.539062
Iteration 227Q: 22 clusters Score -1.664354e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173320 members 
Mstep: Class 3 contains 168550 members 
Mstep: Class 4 contains 169563 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 68983 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 174088 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175428 members 
Mstep: Class 13 contains 19545 members 
Mstep: Class 14 contains 187008 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 59123 members 
Mstep: Class 18 contains 30787 members 
Mstep: Class 19 contains 13873 members 
Mstep: Class 20 contains 32570 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 228Q: 22 clusters Score -1.664352e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173302 members 
Mstep: Class 3 contains 168576 members 
Mstep: Class 4 contains 169471 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69006 members 
Mstep: Class 8 contains 25623 members 
Mstep: Class 9 contains 174071 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175437 members 
Mstep: Class 13 contains 19546 members 
Mstep: Class 14 contains 187034 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 59142 members 
Mstep: Class 18 contains 30792 members 
Mstep: Class 19 contains 13869 members 
Mstep: Class 20 contains 32589 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435232.000000 Penalty: 73383.539062
Iteration 229Q: 22 clusters Score -1.664352e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173289 members 
Mstep: Class 3 contains 168592 members 
Mstep: Class 4 contains 169381 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69017 members 
Mstep: Class 8 contains 25632 members 
Mstep: Class 9 contains 174088 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175434 members 
Mstep: Class 13 contains 19548 members 
Mstep: Class 14 contains 187072 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 59135 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13864 members 
Mstep: Class 20 contains 32616 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 73383.539062
Iteration 230Q: 22 clusters Score -1.664352e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173272 members 
Mstep: Class 3 contains 168614 members 
Mstep: Class 4 contains 169356 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69034 members 
Mstep: Class 8 contains 25639 members 
Mstep: Class 9 contains 174110 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175412 members 
Mstep: Class 13 contains 19550 members 
Mstep: Class 14 contains 187051 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 59131 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13860 members 
Mstep: Class 20 contains 32642 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435104.000000 Penalty: 73383.539062
Iteration 231Q: 22 clusters Score -1.664351e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173296 members 
Mstep: Class 3 contains 168640 members 
Mstep: Class 4 contains 169344 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69055 members 
Mstep: Class 8 contains 25642 members 
Mstep: Class 9 contains 174107 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175356 members 
Mstep: Class 13 contains 19551 members 
Mstep: Class 14 contains 187037 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 59131 members 
Mstep: Class 18 contains 30815 members 
Mstep: Class 19 contains 13855 members 
Mstep: Class 20 contains 32658 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435072.000000 Penalty: 73383.539062
Iteration 232Q: 22 clusters Score -1.664351e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173317 members 
Mstep: Class 3 contains 168646 members 
Mstep: Class 4 contains 169266 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69080 members 
Mstep: Class 8 contains 25650 members 
Mstep: Class 9 contains 174125 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175339 members 
Mstep: Class 13 contains 19557 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 59133 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 13850 members 
Mstep: Class 20 contains 32673 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435344.000000 Penalty: 73383.539062
Iteration 233Q: 22 clusters Score -1.664353e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173326 members 
Mstep: Class 3 contains 168653 members 
Mstep: Class 4 contains 169231 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69097 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 174176 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175320 members 
Mstep: Class 13 contains 19561 members 
Mstep: Class 14 contains 186987 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 17 contains 59140 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 13841 members 
Mstep: Class 20 contains 32691 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435392.000000 Penalty: 73383.539062
Iteration 234Q: 22 clusters Score -1.664354e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173365 members 
Mstep: Class 3 contains 168659 members 
Mstep: Class 4 contains 169180 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69113 members 
Mstep: Class 8 contains 25651 members 
Mstep: Class 9 contains 174221 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175287 members 
Mstep: Class 13 contains 19566 members 
Mstep: Class 14 contains 186969 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 59132 members 
Mstep: Class 18 contains 30831 members 
Mstep: Class 19 contains 13835 members 
Mstep: Class 20 contains 32701 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435456.000000 Penalty: 73383.539062
Iteration 235Q: 22 clusters Score -1.664355e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173447 members 
Mstep: Class 3 contains 168660 members 
Mstep: Class 4 contains 169119 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69133 members 
Mstep: Class 8 contains 25651 members 
Mstep: Class 9 contains 174272 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175221 members 
Mstep: Class 13 contains 19569 members 
Mstep: Class 14 contains 186946 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 8521 members 
Mstep: Class 17 contains 59124 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 13831 members 
Mstep: Class 20 contains 32714 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435760.000000 Penalty: 73383.539062
Iteration 236Q: 22 clusters Score -1.664358e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173448 members 
Mstep: Class 3 contains 168655 members 
Mstep: Class 4 contains 169087 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69154 members 
Mstep: Class 8 contains 25655 members 
Mstep: Class 9 contains 174326 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175187 members 
Mstep: Class 13 contains 19573 members 
Mstep: Class 14 contains 186939 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8509 members 
Mstep: Class 17 contains 59124 members 
Mstep: Class 18 contains 30831 members 
Mstep: Class 19 contains 13821 members 
Mstep: Class 20 contains 32731 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435936.000000 Penalty: 73383.539062
Iteration 237Q: 22 clusters Score -1.664359e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173461 members 
Mstep: Class 3 contains 168660 members 
Mstep: Class 4 contains 169083 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69173 members 
Mstep: Class 8 contains 25657 members 
Mstep: Class 9 contains 174346 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175155 members 
Mstep: Class 13 contains 19573 members 
Mstep: Class 14 contains 186927 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8495 members 
Mstep: Class 17 contains 59116 members 
Mstep: Class 18 contains 30836 members 
Mstep: Class 19 contains 13817 members 
Mstep: Class 20 contains 32742 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435872.000000 Penalty: 73383.539062
Iteration 238Q: 22 clusters Score -1.664359e+08 nChanged 846
Entering ConstructFrom: 
Score: -166435872.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113781.382812 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113781.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114230.804688 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114230.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114403.101562 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114403.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114540.437500 Penalty: 3464.878418
	Iteration 3Q: 3 clusters Score -114540.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114676.218750 Penalty: 3464.878418
	Iteration 4Q: 3 clusters Score -114676.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114777.796875 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -114777.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114896.835938 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -114896.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114980.257812 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -114980.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115061.703125 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115061.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115184.945312 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115184.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115400.695312 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115400.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115705.531250 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115705.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115856.687500 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -115856.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115908.820312 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -115908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115932.390625 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -115932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115960.187500 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -115960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116022.492188 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -116022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116080.687500 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -116080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116129.664062 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -116129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116179.265625 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -116179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116179.265625 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -116179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 173470 members 
Mstep: Class 3 contains 168683 members 
Mstep: Class 4 contains 169082 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175107 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32764 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
Score: -166434544.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166435872.000000 to -166434544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Entering Unmasked Estep 
Score: -22500796.000000 Penalty: 2991.812500
	Iteration 0F: 2 clusters Score -2.25008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -22387590.000000 Penalty: 5983.625000
	Iteration 0F: 3 clusters Score -2.238759e+07 nChanged 83163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -22437088.000000 Penalty: 5983.625000
	Iteration 1F: 3 clusters Score -2.243709e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -22439064.000000 Penalty: 5983.625000
	Iteration 2Q: 3 clusters Score -2.243906e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -22442866.000000 Penalty: 5983.625000
	Iteration 3Q: 3 clusters Score -2.244287e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -22449022.000000 Penalty: 5983.625000
	Iteration 4F: 3 clusters Score -2.244902e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -22457982.000000 Penalty: 5983.625000
	Iteration 5F: 3 clusters Score -2.245798e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -22468988.000000 Penalty: 5983.625000
	Iteration 6F: 3 clusters Score -2.246899e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -22479500.000000 Penalty: 5983.625000
	Iteration 7F: 3 clusters Score -2.24795e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -22487154.000000 Penalty: 5983.625000
	Iteration 8F: 3 clusters Score -2.248715e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -22491736.000000 Penalty: 5983.625000
	Iteration 9Q: 3 clusters Score -2.249174e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -22494478.000000 Penalty: 5983.625000
	Iteration 10Q: 3 clusters Score -2.249448e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -22496296.000000 Penalty: 5983.625000
	Iteration 11Q: 3 clusters Score -2.24963e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167221 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -22497222.000000 Penalty: 5983.625000
	Iteration 12Q: 3 clusters Score -2.249722e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -22497684.000000 Penalty: 5983.625000
	Iteration 13Q: 3 clusters Score -2.249768e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -22498018.000000 Penalty: 5983.625000
	Iteration 14Q: 3 clusters Score -2.249802e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22498154.000000 Penalty: 5983.625000
	Iteration 15Q: 3 clusters Score -2.249815e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -22498300.000000 Penalty: 5983.625000
	Iteration 16Q: 3 clusters Score -2.24983e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -22498308.000000 Penalty: 5983.625000
	Iteration 17Q: 3 clusters Score -2.249831e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22498386.000000 Penalty: 5983.625000
	Iteration 18Q: 3 clusters Score -2.249839e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171656 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22498402.000000 Penalty: 5983.625000
	Iteration 19Q: 3 clusters Score -2.24984e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22498480.000000 Penalty: 5983.625000
	Iteration 20F: 3 clusters Score -2.249848e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171959 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22498530.000000 Penalty: 5983.625000
	Iteration 21Q: 3 clusters Score -2.249853e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22498524.000000 Penalty: 5983.625000
	Iteration 22Q: 3 clusters Score -2.249852e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22498522.000000 Penalty: 5983.625000
	Iteration 23Q: 3 clusters Score -2.249852e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172199 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22498550.000000 Penalty: 5983.625000
	Iteration 24Q: 3 clusters Score -2.249855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22498548.000000 Penalty: 5983.625000
	Iteration 25Q: 3 clusters Score -2.249855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172285 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22498566.000000 Penalty: 5983.625000
	Iteration 26Q: 3 clusters Score -2.249857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22498580.000000 Penalty: 5983.625000
	Iteration 27Q: 3 clusters Score -2.249858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172345 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22498614.000000 Penalty: 5983.625000
	Iteration 28Q: 3 clusters Score -2.249861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22498626.000000 Penalty: 5983.625000
	Iteration 29Q: 3 clusters Score -2.249863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172391 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22498634.000000 Penalty: 5983.625000
	Iteration 30Q: 3 clusters Score -2.249863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22498626.000000 Penalty: 5983.625000
	Iteration 31Q: 3 clusters Score -2.249863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22498626.000000 Penalty: 5983.625000
	Iteration 32Q: 3 clusters Score -2.249863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22498624.000000 Penalty: 5983.625000
	Iteration 33Q: 3 clusters Score -2.249862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22498616.000000 Penalty: 5983.625000
	Iteration 34Q: 3 clusters Score -2.249862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22498612.000000 Penalty: 5983.625000
	Iteration 35Q: 3 clusters Score -2.249861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22498614.000000 Penalty: 5983.625000
	Iteration 36Q: 3 clusters Score -2.249861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22498618.000000 Penalty: 5983.625000
	Iteration 37Q: 3 clusters Score -2.249862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22498616.000000 Penalty: 5983.625000
	Iteration 38Q: 3 clusters Score -2.249862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22498630.000000 Penalty: 5983.625000
	Iteration 39Q: 3 clusters Score -2.249863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22498630.000000 Penalty: 5983.625000
	Iteration 40F: 3 clusters Score -2.249863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Entering Unmasked Estep 
Score: -21881498.000000 Penalty: 2984.872559
	Iteration 0F: 2 clusters Score -2.18815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -21771672.000000 Penalty: 5969.745117
	Iteration 0F: 3 clusters Score -2.177167e+07 nChanged 80766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -21817890.000000 Penalty: 5969.745117
	Iteration 1F: 3 clusters Score -2.181789e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -21818688.000000 Penalty: 5969.745117
	Iteration 2Q: 3 clusters Score -2.181869e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -21819562.000000 Penalty: 5969.745117
	Iteration 3Q: 3 clusters Score -2.181956e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -21820482.000000 Penalty: 5969.745117
	Iteration 4Q: 3 clusters Score -2.182048e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -21821566.000000 Penalty: 5969.745117
	Iteration 5Q: 3 clusters Score -2.182157e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -21823470.000000 Penalty: 5969.745117
	Iteration 6Q: 3 clusters Score -2.182347e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -21827302.000000 Penalty: 5969.745117
	Iteration 7Q: 3 clusters Score -2.18273e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -21834724.000000 Penalty: 5969.745117
	Iteration 8F: 3 clusters Score -2.183472e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -21847170.000000 Penalty: 5969.745117
	Iteration 9F: 3 clusters Score -2.184717e+07 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -21862042.000000 Penalty: 5969.745117
	Iteration 10F: 3 clusters Score -2.186204e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -21872634.000000 Penalty: 5969.745117
	Iteration 11F: 3 clusters Score -2.187263e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21877186.000000 Penalty: 5969.745117
	Iteration 12Q: 3 clusters Score -2.187719e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21878376.000000 Penalty: 5969.745117
	Iteration 13Q: 3 clusters Score -2.187838e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21878684.000000 Penalty: 5969.745117
	Iteration 14Q: 3 clusters Score -2.187868e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21878800.000000 Penalty: 5969.745117
	Iteration 15Q: 3 clusters Score -2.18788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168459 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21878862.000000 Penalty: 5969.745117
	Iteration 16Q: 3 clusters Score -2.187886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21878910.000000 Penalty: 5969.745117
	Iteration 17Q: 3 clusters Score -2.187891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21878914.000000 Penalty: 5969.745117
	Iteration 18Q: 3 clusters Score -2.187891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21878916.000000 Penalty: 5969.745117
	Iteration 19Q: 3 clusters Score -2.187892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168486 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21878930.000000 Penalty: 5969.745117
	Iteration 20F: 3 clusters Score -2.187893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21878942.000000 Penalty: 5969.745117
	Iteration 21Q: 3 clusters Score -2.187894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21878942.000000 Penalty: 5969.745117
	Iteration 22Q: 3 clusters Score -2.187894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21878948.000000 Penalty: 5969.745117
	Iteration 23Q: 3 clusters Score -2.187895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21878948.000000 Penalty: 5969.745117
	Iteration 24F: 3 clusters Score -2.187895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Entering Unmasked Estep 
Score: -21704926.000000 Penalty: 2985.458496
	Iteration 0F: 2 clusters Score -2.170493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -21593602.000000 Penalty: 5970.916992
	Iteration 0F: 3 clusters Score -2.15936e+07 nChanged 80909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -21641414.000000 Penalty: 5970.916992
	Iteration 1F: 3 clusters Score -2.164141e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -21643182.000000 Penalty: 5970.916992
	Iteration 2Q: 3 clusters Score -2.164318e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -21645918.000000 Penalty: 5970.916992
	Iteration 3Q: 3 clusters Score -2.164592e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -21650690.000000 Penalty: 5970.916992
	Iteration 4F: 3 clusters Score -2.165069e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -21657910.000000 Penalty: 5970.916992
	Iteration 5F: 3 clusters Score -2.165791e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -21669244.000000 Penalty: 5970.916992
	Iteration 6F: 3 clusters Score -2.166924e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 123605 members 
Entering Unmasked Estep 
Score: -21681590.000000 Penalty: 5970.916992
	Iteration 7F: 3 clusters Score -2.168159e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -21690694.000000 Penalty: 5970.916992
	Iteration 8F: 3 clusters Score -2.169069e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -21694916.000000 Penalty: 5970.916992
	Iteration 9Q: 3 clusters Score -2.169492e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -21696654.000000 Penalty: 5970.916992
	Iteration 10Q: 3 clusters Score -2.169665e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -21697876.000000 Penalty: 5970.916992
	Iteration 11Q: 3 clusters Score -2.169788e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -21698812.000000 Penalty: 5970.916992
	Iteration 12Q: 3 clusters Score -2.169881e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -21699784.000000 Penalty: 5970.916992
	Iteration 13Q: 3 clusters Score -2.169978e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 143493 members 
Entering Unmasked Estep 
Score: -21700464.000000 Penalty: 5970.916992
	Iteration 14Q: 3 clusters Score -2.170046e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -21701086.000000 Penalty: 5970.916992
	Iteration 15Q: 3 clusters Score -2.170109e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 146470 members 
Entering Unmasked Estep 
Score: -21701606.000000 Penalty: 5970.916992
	Iteration 16Q: 3 clusters Score -2.170161e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -21702076.000000 Penalty: 5970.916992
	Iteration 17Q: 3 clusters Score -2.170208e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -21702496.000000 Penalty: 5970.916992
	Iteration 18Q: 3 clusters Score -2.17025e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -21702830.000000 Penalty: 5970.916992
	Iteration 19Q: 3 clusters Score -2.170283e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -21703214.000000 Penalty: 5970.916992
	Iteration 20F: 3 clusters Score -2.170321e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 152280 members 
Entering Unmasked Estep 
Score: -21703534.000000 Penalty: 5970.916992
	Iteration 21Q: 3 clusters Score -2.170353e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -21703782.000000 Penalty: 5970.916992
	Iteration 22Q: 3 clusters Score -2.170378e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 154202 members 
Entering Unmasked Estep 
Score: -21704070.000000 Penalty: 5970.916992
	Iteration 23Q: 3 clusters Score -2.170407e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21704202.000000 Penalty: 5970.916992
	Iteration 24Q: 3 clusters Score -2.17042e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -21704434.000000 Penalty: 5970.916992
	Iteration 25Q: 3 clusters Score -2.170443e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -21704544.000000 Penalty: 5970.916992
	Iteration 26Q: 3 clusters Score -2.170454e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 157532 members 
Entering Unmasked Estep 
Score: -21704746.000000 Penalty: 5970.916992
	Iteration 27Q: 3 clusters Score -2.170475e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -21704900.000000 Penalty: 5970.916992
	Iteration 28Q: 3 clusters Score -2.17049e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -21704916.000000 Penalty: 5970.916992
	Iteration 29Q: 3 clusters Score -2.170492e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -21704974.000000 Penalty: 5970.916992
	Iteration 30Q: 3 clusters Score -2.170497e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -21705016.000000 Penalty: 5970.916992
	Iteration 31Q: 3 clusters Score -2.170502e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -21705116.000000 Penalty: 5970.916992
	Iteration 32Q: 3 clusters Score -2.170512e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 161058 members 
Entering Unmasked Estep 
Score: -21705106.000000 Penalty: 5970.916992
	Iteration 33Q: 3 clusters Score -2.170511e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5970.916992
	Iteration 34Q: 3 clusters Score -2.170508e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -21705018.000000 Penalty: 5970.916992
	Iteration 35Q: 3 clusters Score -2.170502e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -21705040.000000 Penalty: 5970.916992
	Iteration 36Q: 3 clusters Score -2.170504e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -21704998.000000 Penalty: 5970.916992
	Iteration 37Q: 3 clusters Score -2.1705e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -21705018.000000 Penalty: 5970.916992
	Iteration 38Q: 3 clusters Score -2.170502e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -21704938.000000 Penalty: 5970.916992
	Iteration 39Q: 3 clusters Score -2.170494e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 163578 members 
Entering Unmasked Estep 
Score: -21704808.000000 Penalty: 5970.916992
	Iteration 40F: 3 clusters Score -2.170481e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 163827 members 
Entering Unmasked Estep 
Score: -21704718.000000 Penalty: 5970.916992
	Iteration 41Q: 3 clusters Score -2.170472e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -21704742.000000 Penalty: 5970.916992
	Iteration 42Q: 3 clusters Score -2.170474e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 164259 members 
Entering Unmasked Estep 
Score: -21704690.000000 Penalty: 5970.916992
	Iteration 43Q: 3 clusters Score -2.170469e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -21704666.000000 Penalty: 5970.916992
	Iteration 44Q: 3 clusters Score -2.170467e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -21704610.000000 Penalty: 5970.916992
	Iteration 45Q: 3 clusters Score -2.170461e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
Score: -21704612.000000 Penalty: 5970.916992
	Iteration 46Q: 3 clusters Score -2.170461e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -21704606.000000 Penalty: 5970.916992
	Iteration 47Q: 3 clusters Score -2.170461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -21704568.000000 Penalty: 5970.916992
	Iteration 48Q: 3 clusters Score -2.170457e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -21704554.000000 Penalty: 5970.916992
	Iteration 49Q: 3 clusters Score -2.170455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -21704516.000000 Penalty: 5970.916992
	Iteration 50Q: 3 clusters Score -2.170452e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -21704474.000000 Penalty: 5970.916992
	Iteration 51Q: 3 clusters Score -2.170447e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -21704438.000000 Penalty: 5970.916992
	Iteration 52Q: 3 clusters Score -2.170444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21704412.000000 Penalty: 5970.916992
	Iteration 53Q: 3 clusters Score -2.170441e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 165372 members 
Entering Unmasked Estep 
Score: -21704394.000000 Penalty: 5970.916992
	Iteration 54Q: 3 clusters Score -2.170439e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -21704394.000000 Penalty: 5970.916992
	Iteration 55Q: 3 clusters Score -2.170439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 165490 members 
Entering Unmasked Estep 
Score: -21704370.000000 Penalty: 5970.916992
	Iteration 56Q: 3 clusters Score -2.170437e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -21704374.000000 Penalty: 5970.916992
	Iteration 57Q: 3 clusters Score -2.170437e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -21704338.000000 Penalty: 5970.916992
	Iteration 58Q: 3 clusters Score -2.170434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -21704334.000000 Penalty: 5970.916992
	Iteration 59Q: 3 clusters Score -2.170433e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -21704346.000000 Penalty: 5970.916992
	Iteration 60F: 3 clusters Score -2.170435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -21704324.000000 Penalty: 5970.916992
	Iteration 61Q: 3 clusters Score -2.170432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -21704332.000000 Penalty: 5970.916992
	Iteration 62Q: 3 clusters Score -2.170433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -21704304.000000 Penalty: 5970.916992
	Iteration 63Q: 3 clusters Score -2.17043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -21704322.000000 Penalty: 5970.916992
	Iteration 64Q: 3 clusters Score -2.170432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -21704306.000000 Penalty: 5970.916992
	Iteration 65Q: 3 clusters Score -2.170431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -21704302.000000 Penalty: 5970.916992
	Iteration 66Q: 3 clusters Score -2.17043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -21704288.000000 Penalty: 5970.916992
	Iteration 67Q: 3 clusters Score -2.170429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -21704268.000000 Penalty: 5970.916992
	Iteration 68Q: 3 clusters Score -2.170427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -21704252.000000 Penalty: 5970.916992
	Iteration 69Q: 3 clusters Score -2.170425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -21704234.000000 Penalty: 5970.916992
	Iteration 70Q: 3 clusters Score -2.170423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -21704240.000000 Penalty: 5970.916992
	Iteration 71Q: 3 clusters Score -2.170424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -21704228.000000 Penalty: 5970.916992
	Iteration 72Q: 3 clusters Score -2.170423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -21704232.000000 Penalty: 5970.916992
	Iteration 73Q: 3 clusters Score -2.170423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -21704236.000000 Penalty: 5970.916992
	Iteration 74Q: 3 clusters Score -2.170424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -21704214.000000 Penalty: 5970.916992
	Iteration 75Q: 3 clusters Score -2.170421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -21704202.000000 Penalty: 5970.916992
	Iteration 76Q: 3 clusters Score -2.17042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 166205 members 
Entering Unmasked Estep 
Score: -21704204.000000 Penalty: 5970.916992
	Iteration 77Q: 3 clusters Score -2.17042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -21704218.000000 Penalty: 5970.916992
	Iteration 78Q: 3 clusters Score -2.170422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 166213 members 
Entering Unmasked Estep 
Score: -21704208.000000 Penalty: 5970.916992
	Iteration 79Q: 3 clusters Score -2.170421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -21704196.000000 Penalty: 5970.916992
	Iteration 80F: 3 clusters Score -2.17042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -21704200.000000 Penalty: 5970.916992
	Iteration 81Q: 3 clusters Score -2.17042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -21704188.000000 Penalty: 5970.916992
	Iteration 82Q: 3 clusters Score -2.170419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -21704194.000000 Penalty: 5970.916992
	Iteration 83Q: 3 clusters Score -2.170419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -21704196.000000 Penalty: 5970.916992
	Iteration 84Q: 3 clusters Score -2.17042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -21704180.000000 Penalty: 5970.916992
	Iteration 85Q: 3 clusters Score -2.170418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -21704164.000000 Penalty: 5970.916992
	Iteration 86Q: 3 clusters Score -2.170416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -21704158.000000 Penalty: 5970.916992
	Iteration 87Q: 3 clusters Score -2.170416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -21704154.000000 Penalty: 5970.916992
	Iteration 88Q: 3 clusters Score -2.170415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -21704140.000000 Penalty: 5970.916992
	Iteration 89Q: 3 clusters Score -2.170414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -21704132.000000 Penalty: 5970.916992
	Iteration 90Q: 3 clusters Score -2.170413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -21704140.000000 Penalty: 5970.916992
	Iteration 91Q: 3 clusters Score -2.170414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -21704120.000000 Penalty: 5970.916992
	Iteration 92Q: 3 clusters Score -2.170412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -21704124.000000 Penalty: 5970.916992
	Iteration 93Q: 3 clusters Score -2.170412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 166326 members 
Entering Unmasked Estep 
Score: -21704134.000000 Penalty: 5970.916992
	Iteration 94Q: 3 clusters Score -2.170413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -21704142.000000 Penalty: 5970.916992
	Iteration 95Q: 3 clusters Score -2.170414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -21704140.000000 Penalty: 5970.916992
	Iteration 96Q: 3 clusters Score -2.170414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -21704142.000000 Penalty: 5970.916992
	Iteration 97Q: 3 clusters Score -2.170414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -21704120.000000 Penalty: 5970.916992
	Iteration 98Q: 3 clusters Score -2.170412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -21704116.000000 Penalty: 5970.916992
	Iteration 99Q: 3 clusters Score -2.170412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 166367 members 
Entering Unmasked Estep 
Score: -21704120.000000 Penalty: 5970.916992
	Iteration 100F: 3 clusters Score -2.170412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 166377 members 
Entering Unmasked Estep 
Score: -21704128.000000 Penalty: 5970.916992
	Iteration 101Q: 3 clusters Score -2.170413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -21704138.000000 Penalty: 5970.916992
	Iteration 102Q: 3 clusters Score -2.170414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -21704140.000000 Penalty: 5970.916992
	Iteration 103Q: 3 clusters Score -2.170414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -21704128.000000 Penalty: 5970.916992
	Iteration 104Q: 3 clusters Score -2.170413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 166416 members 
Entering Unmasked Estep 
Score: -21704114.000000 Penalty: 5970.916992
	Iteration 105Q: 3 clusters Score -2.170411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -21704130.000000 Penalty: 5970.916992
	Iteration 106Q: 3 clusters Score -2.170413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 166430 members 
Entering Unmasked Estep 
Score: -21704128.000000 Penalty: 5970.916992
	Iteration 107Q: 3 clusters Score -2.170413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -21704134.000000 Penalty: 5970.916992
	Iteration 108Q: 3 clusters Score -2.170413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 166441 members 
Entering Unmasked Estep 
Score: -21704126.000000 Penalty: 5970.916992
	Iteration 109Q: 3 clusters Score -2.170413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -21704110.000000 Penalty: 5970.916992
	Iteration 110Q: 3 clusters Score -2.170411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 166450 members 
Entering Unmasked Estep 
Score: -21704124.000000 Penalty: 5970.916992
	Iteration 111Q: 3 clusters Score -2.170412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -21704106.000000 Penalty: 5970.916992
	Iteration 112Q: 3 clusters Score -2.170411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -21704106.000000 Penalty: 5970.916992
	Iteration 113F: 3 clusters Score -2.170411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -146465.109375 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -146465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144394.843750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -144394.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -144778.781250 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -144778.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144937.109375 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -144937.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145016.734375 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145016.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145087.203125 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145087.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145183.750000 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145294.109375 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145294.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145381.328125 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145381.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -145446.062500 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145446.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145487.875000 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145487.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -145532.875000 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145532.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -145572.281250 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -145587.421875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -145599.531250 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -145599.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -145610.250000 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -145610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -145633.796875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -145633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -145659.859375 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -145659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -145673.171875 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -145673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -145678.500000 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -145678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -145680.609375 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -145680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145713.703125 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -145713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -145743.468750 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -145743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145755.828125 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -145755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145762.453125 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -145762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -145769.687500 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -145769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -145773.515625 Penalty: 3524.469971
	Iteration 25Q: 3 clusters Score -145773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145774.937500 Penalty: 3524.469971
	Iteration 26Q: 3 clusters Score -145774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145777.500000 Penalty: 3524.469971
	Iteration 27Q: 3 clusters Score -145777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145781.718750 Penalty: 3524.469971
	Iteration 28Q: 3 clusters Score -145781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145785.937500 Penalty: 3524.469971
	Iteration 29Q: 3 clusters Score -145785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -145793.796875 Penalty: 3524.469971
	Iteration 30Q: 3 clusters Score -145793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -145798.000000 Penalty: 3524.469971
	Iteration 31Q: 3 clusters Score -145798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -145801.093750 Penalty: 3524.469971
	Iteration 32Q: 3 clusters Score -145801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -145801.859375 Penalty: 3524.469971
	Iteration 33Q: 3 clusters Score -145801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -145801.859375 Penalty: 3524.469971
	Iteration 34F: 3 clusters Score -145801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60463.750000 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60463.75 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60985.718750 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60985.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61311.507812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61311.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61674.417969 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61674.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62038.855469 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -62038.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -62143.789062 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -62143.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -62219.582031 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -62219.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62268.601562 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -62268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62331.609375 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -62331.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62357.277344 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -62357.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62381.863281 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62381.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62390.875000 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62390.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62390.875000 Penalty: 3197.863525
	Iteration 12F: 3 clusters Score -62390.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173470 members 
Mstep: Class 3 contains 168683 members 
Mstep: Class 4 contains 169082 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175107 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32764 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 450 members 
Entering Unmasked Estep 
Score: -166434432.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166435872.000000 to -166434432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Entering Unmasked Estep 
Score: -8656659.000000 Penalty: 2763.877930
	Iteration 0F: 2 clusters Score -8656659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8610365.000000 Penalty: 5527.755859
	Iteration 0F: 3 clusters Score -8610365 nChanged 32243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -8628622.000000 Penalty: 5527.755859
	Iteration 1F: 3 clusters Score -8628622 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -8629771.000000 Penalty: 5527.755859
	Iteration 2Q: 3 clusters Score -8629771 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -8631409.000000 Penalty: 5527.755859
	Iteration 3F: 3 clusters Score -8631409 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8634077.000000 Penalty: 5527.755859
	Iteration 4F: 3 clusters Score -8634077 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -8638299.000000 Penalty: 5527.755859
	Iteration 5F: 3 clusters Score -8638299 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -8643904.000000 Penalty: 5527.755859
	Iteration 6F: 3 clusters Score -8643904 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8649188.000000 Penalty: 5527.755859
	Iteration 7F: 3 clusters Score -8649188 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8652391.000000 Penalty: 5527.755859
	Iteration 8Q: 3 clusters Score -8652391 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8653599.000000 Penalty: 5527.755859
	Iteration 9Q: 3 clusters Score -8653599 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8654006.000000 Penalty: 5527.755859
	Iteration 10Q: 3 clusters Score -8654006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8654121.000000 Penalty: 5527.755859
	Iteration 11Q: 3 clusters Score -8654121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8654183.000000 Penalty: 5527.755859
	Iteration 12Q: 3 clusters Score -8654183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8654207.000000 Penalty: 5527.755859
	Iteration 13Q: 3 clusters Score -8654207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8654219.000000 Penalty: 5527.755859
	Iteration 14Q: 3 clusters Score -8654219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8654228.000000 Penalty: 5527.755859
	Iteration 15Q: 3 clusters Score -8654228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8654232.000000 Penalty: 5527.755859
	Iteration 16Q: 3 clusters Score -8654232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8654240.000000 Penalty: 5527.755859
	Iteration 17Q: 3 clusters Score -8654240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8654240.000000 Penalty: 5527.755859
	Iteration 18F: 3 clusters Score -8654240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Entering Unmasked Estep 
Score: -3347676.750000 Penalty: 2517.885986
	Iteration 0F: 2 clusters Score -3347677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3330042.250000 Penalty: 5035.771973
	Iteration 0F: 3 clusters Score -3330042 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3336167.500000 Penalty: 5035.771973
	Iteration 1F: 3 clusters Score -3336168 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3336796.500000 Penalty: 5035.771973
	Iteration 2F: 3 clusters Score -3336796 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3337534.000000 Penalty: 5035.771973
	Iteration 3F: 3 clusters Score -3337534 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3338523.250000 Penalty: 5035.771973
	Iteration 4F: 3 clusters Score -3338523 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3339916.750000 Penalty: 5035.771973
	Iteration 5F: 3 clusters Score -3339917 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3341606.750000 Penalty: 5035.771973
	Iteration 6F: 3 clusters Score -3341607 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3343157.000000 Penalty: 5035.771973
	Iteration 7F: 3 clusters Score -3343157 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3344312.250000 Penalty: 5035.771973
	Iteration 8Q: 3 clusters Score -3344312 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3345019.500000 Penalty: 5035.771973
	Iteration 9Q: 3 clusters Score -3345020 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3345371.750000 Penalty: 5035.771973
	Iteration 10Q: 3 clusters Score -3345372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3345525.750000 Penalty: 5035.771973
	Iteration 11Q: 3 clusters Score -3345526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3345620.250000 Penalty: 5035.771973
	Iteration 12Q: 3 clusters Score -3345620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3345669.250000 Penalty: 5035.771973
	Iteration 13Q: 3 clusters Score -3345669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3345707.750000 Penalty: 5035.771973
	Iteration 14Q: 3 clusters Score -3345708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3345732.000000 Penalty: 5035.771973
	Iteration 15Q: 3 clusters Score -3345732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3345753.500000 Penalty: 5035.771973
	Iteration 16Q: 3 clusters Score -3345754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3345767.750000 Penalty: 5035.771973
	Iteration 17Q: 3 clusters Score -3345768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3345779.750000 Penalty: 5035.771973
	Iteration 18Q: 3 clusters Score -3345780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3345791.000000 Penalty: 5035.771973
	Iteration 19Q: 3 clusters Score -3345791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3345802.000000 Penalty: 5035.771973
	Iteration 20F: 3 clusters Score -3345802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3345805.000000 Penalty: 5035.771973
	Iteration 21Q: 3 clusters Score -3345805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3345813.500000 Penalty: 5035.771973
	Iteration 22Q: 3 clusters Score -3345814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3345826.250000 Penalty: 5035.771973
	Iteration 23Q: 3 clusters Score -3345826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3345837.500000 Penalty: 5035.771973
	Iteration 24Q: 3 clusters Score -3345838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3345840.250000 Penalty: 5035.771973
	Iteration 25Q: 3 clusters Score -3345840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3345841.000000 Penalty: 5035.771973
	Iteration 26Q: 3 clusters Score -3345841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3345836.000000 Penalty: 5035.771973
	Iteration 27Q: 3 clusters Score -3345836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3345836.250000 Penalty: 5035.771973
	Iteration 28Q: 3 clusters Score -3345836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3345840.000000 Penalty: 5035.771973
	Iteration 29Q: 3 clusters Score -3345840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3345840.000000 Penalty: 5035.771973
	Iteration 30Q: 3 clusters Score -3345840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3345834.750000 Penalty: 5035.771973
	Iteration 31Q: 3 clusters Score -3345835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3345838.250000 Penalty: 5035.771973
	Iteration 32Q: 3 clusters Score -3345838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3345840.250000 Penalty: 5035.771973
	Iteration 33Q: 3 clusters Score -3345840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3345838.250000 Penalty: 5035.771973
	Iteration 34Q: 3 clusters Score -3345838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3345838.500000 Penalty: 5035.771973
	Iteration 35Q: 3 clusters Score -3345838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3345838.750000 Penalty: 5035.771973
	Iteration 36Q: 3 clusters Score -3345839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3345841.500000 Penalty: 5035.771973
	Iteration 37Q: 3 clusters Score -3345842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3345842.250000 Penalty: 5035.771973
	Iteration 38Q: 3 clusters Score -3345842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3345842.500000 Penalty: 5035.771973
	Iteration 39Q: 3 clusters Score -3345842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3345842.500000 Penalty: 5035.771973
	Iteration 40F: 3 clusters Score -3345842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174342 members 
Entering Unmasked Estep 
Score: -22654476.000000 Penalty: 2993.055908
	Iteration 0F: 2 clusters Score -2.265448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -22541810.000000 Penalty: 5986.111816
	Iteration 0F: 3 clusters Score -2.254181e+07 nChanged 83431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -22590480.000000 Penalty: 5986.111816
	Iteration 1F: 3 clusters Score -2.259048e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -22591636.000000 Penalty: 5986.111816
	Iteration 2Q: 3 clusters Score -2.259164e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -22592762.000000 Penalty: 5986.111816
	Iteration 3Q: 3 clusters Score -2.259276e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -22594924.000000 Penalty: 5986.111816
	Iteration 4Q: 3 clusters Score -2.259492e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -22598752.000000 Penalty: 5986.111816
	Iteration 5Q: 3 clusters Score -2.259875e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -22605654.000000 Penalty: 5986.111816
	Iteration 6F: 3 clusters Score -2.260565e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -22617014.000000 Penalty: 5986.111816
	Iteration 7F: 3 clusters Score -2.261701e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -22630432.000000 Penalty: 5986.111816
	Iteration 8F: 3 clusters Score -2.263043e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -22642206.000000 Penalty: 5986.111816
	Iteration 9F: 3 clusters Score -2.264221e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -22648604.000000 Penalty: 5986.111816
	Iteration 10Q: 3 clusters Score -2.26486e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -22650790.000000 Penalty: 5986.111816
	Iteration 11Q: 3 clusters Score -2.265079e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -22651496.000000 Penalty: 5986.111816
	Iteration 12Q: 3 clusters Score -2.26515e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22651718.000000 Penalty: 5986.111816
	Iteration 13Q: 3 clusters Score -2.265172e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22651810.000000 Penalty: 5986.111816
	Iteration 14Q: 3 clusters Score -2.265181e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22651888.000000 Penalty: 5986.111816
	Iteration 15Q: 3 clusters Score -2.265189e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22651924.000000 Penalty: 5986.111816
	Iteration 16Q: 3 clusters Score -2.265192e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22651980.000000 Penalty: 5986.111816
	Iteration 17Q: 3 clusters Score -2.265198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -22651992.000000 Penalty: 5986.111816
	Iteration 18Q: 3 clusters Score -2.265199e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22652018.000000 Penalty: 5986.111816
	Iteration 19Q: 3 clusters Score -2.265202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22652010.000000 Penalty: 5986.111816
	Iteration 20F: 3 clusters Score -2.265201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -22652038.000000 Penalty: 5986.111816
	Iteration 21Q: 3 clusters Score -2.265204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22652046.000000 Penalty: 5986.111816
	Iteration 22Q: 3 clusters Score -2.265205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22652042.000000 Penalty: 5986.111816
	Iteration 23Q: 3 clusters Score -2.265204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22652054.000000 Penalty: 5986.111816
	Iteration 24Q: 3 clusters Score -2.265205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173856 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22652052.000000 Penalty: 5986.111816
	Iteration 25Q: 3 clusters Score -2.265205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22652058.000000 Penalty: 5986.111816
	Iteration 26Q: 3 clusters Score -2.265206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22652058.000000 Penalty: 5986.111816
	Iteration 27F: 3 clusters Score -2.265206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38487.414062 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38487.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38777.769531 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38777.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38984.585938 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38984.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39100.527344 Penalty: 2980.371338
	Iteration 3F: 3 clusters Score -39100.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39230.957031 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -39230.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39379.753906 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -39379.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39667.367188 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -39667.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39774.968750 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -39774.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39779.011719 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -39779.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39779.011719 Penalty: 2980.371338
	Iteration 9F: 3 clusters Score -39779.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -556477.125000 Penalty: 2081.966309
	Iteration 0F: 2 clusters Score -556477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -552306.687500 Penalty: 4163.932617
	Iteration 0F: 3 clusters Score -552306.7 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -553273.937500 Penalty: 4163.932617
	Iteration 1F: 3 clusters Score -553273.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -553474.062500 Penalty: 4163.932617
	Iteration 2F: 3 clusters Score -553474.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -553626.562500 Penalty: 4163.932617
	Iteration 3F: 3 clusters Score -553626.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -553740.187500 Penalty: 4163.932617
	Iteration 4Q: 3 clusters Score -553740.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -553832.875000 Penalty: 4163.932617
	Iteration 5Q: 3 clusters Score -553832.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -553917.937500 Penalty: 4163.932617
	Iteration 6Q: 3 clusters Score -553917.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -554016.937500 Penalty: 4163.932617
	Iteration 7Q: 3 clusters Score -554016.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -554104.312500 Penalty: 4163.932617
	Iteration 8Q: 3 clusters Score -554104.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -554178.625000 Penalty: 4163.932617
	Iteration 9Q: 3 clusters Score -554178.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -554246.437500 Penalty: 4163.932617
	Iteration 10Q: 3 clusters Score -554246.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -554309.875000 Penalty: 4163.932617
	Iteration 11Q: 3 clusters Score -554309.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -554377.000000 Penalty: 4163.932617
	Iteration 12Q: 3 clusters Score -554377 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -554444.000000 Penalty: 4163.932617
	Iteration 13Q: 3 clusters Score -554444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -554528.187500 Penalty: 4163.932617
	Iteration 14Q: 3 clusters Score -554528.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -554607.312500 Penalty: 4163.932617
	Iteration 15Q: 3 clusters Score -554607.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -554685.562500 Penalty: 4163.932617
	Iteration 16Q: 3 clusters Score -554685.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -554744.375000 Penalty: 4163.932617
	Iteration 17Q: 3 clusters Score -554744.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -554798.937500 Penalty: 4163.932617
	Iteration 18Q: 3 clusters Score -554798.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -554835.500000 Penalty: 4163.932617
	Iteration 19Q: 3 clusters Score -554835.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -554869.625000 Penalty: 4163.932617
	Iteration 20F: 3 clusters Score -554869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -554890.187500 Penalty: 4163.932617
	Iteration 21Q: 3 clusters Score -554890.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -554903.562500 Penalty: 4163.932617
	Iteration 22Q: 3 clusters Score -554903.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -554916.500000 Penalty: 4163.932617
	Iteration 23Q: 3 clusters Score -554916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -554925.687500 Penalty: 4163.932617
	Iteration 24Q: 3 clusters Score -554925.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -554934.250000 Penalty: 4163.932617
	Iteration 25Q: 3 clusters Score -554934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -554944.500000 Penalty: 4163.932617
	Iteration 26Q: 3 clusters Score -554944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -554946.750000 Penalty: 4163.932617
	Iteration 27Q: 3 clusters Score -554946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -554948.625000 Penalty: 4163.932617
	Iteration 28Q: 3 clusters Score -554948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -554948.625000 Penalty: 4163.932617
	Iteration 29F: 3 clusters Score -554948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Entering Unmasked Estep 
Score: -22508610.000000 Penalty: 2994.141846
	Iteration 0F: 2 clusters Score -2.250861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -22394044.000000 Penalty: 5988.283691
	Iteration 0F: 3 clusters Score -2.239404e+07 nChanged 84153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -22444008.000000 Penalty: 5988.283691
	Iteration 1F: 3 clusters Score -2.244401e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -22445894.000000 Penalty: 5988.283691
	Iteration 2Q: 3 clusters Score -2.244589e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -22448252.000000 Penalty: 5988.283691
	Iteration 3Q: 3 clusters Score -2.244825e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -22451338.000000 Penalty: 5988.283691
	Iteration 4Q: 3 clusters Score -2.245134e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -22456192.000000 Penalty: 5988.283691
	Iteration 5F: 3 clusters Score -2.245619e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -22463126.000000 Penalty: 5988.283691
	Iteration 6F: 3 clusters Score -2.246313e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -22472006.000000 Penalty: 5988.283691
	Iteration 7F: 3 clusters Score -2.247201e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -22480354.000000 Penalty: 5988.283691
	Iteration 8F: 3 clusters Score -2.248035e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -22485440.000000 Penalty: 5988.283691
	Iteration 9F: 3 clusters Score -2.248544e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -22487718.000000 Penalty: 5988.283691
	Iteration 10Q: 3 clusters Score -2.248772e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -22488744.000000 Penalty: 5988.283691
	Iteration 11Q: 3 clusters Score -2.248874e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -22489406.000000 Penalty: 5988.283691
	Iteration 12Q: 3 clusters Score -2.248941e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -22489922.000000 Penalty: 5988.283691
	Iteration 13Q: 3 clusters Score -2.248992e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -22490484.000000 Penalty: 5988.283691
	Iteration 14Q: 3 clusters Score -2.249048e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -22491150.000000 Penalty: 5988.283691
	Iteration 15Q: 3 clusters Score -2.249115e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 119539 members 
Entering Unmasked Estep 
Score: -22492010.000000 Penalty: 5988.283691
	Iteration 16Q: 3 clusters Score -2.249201e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -22493028.000000 Penalty: 5988.283691
	Iteration 17Q: 3 clusters Score -2.249303e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -22494192.000000 Penalty: 5988.283691
	Iteration 18Q: 3 clusters Score -2.249419e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -22495348.000000 Penalty: 5988.283691
	Iteration 19Q: 3 clusters Score -2.249535e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -22496498.000000 Penalty: 5988.283691
	Iteration 20F: 3 clusters Score -2.24965e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 132621 members 
Entering Unmasked Estep 
Score: -22497578.000000 Penalty: 5988.283691
	Iteration 21Q: 3 clusters Score -2.249758e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -22498594.000000 Penalty: 5988.283691
	Iteration 22Q: 3 clusters Score -2.249859e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 137374 members 
Entering Unmasked Estep 
Score: -22499618.000000 Penalty: 5988.283691
	Iteration 23Q: 3 clusters Score -2.249962e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -22500560.000000 Penalty: 5988.283691
	Iteration 24Q: 3 clusters Score -2.250056e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -22501348.000000 Penalty: 5988.283691
	Iteration 25Q: 3 clusters Score -2.250135e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 143914 members 
Entering Unmasked Estep 
Score: -22502020.000000 Penalty: 5988.283691
	Iteration 26Q: 3 clusters Score -2.250202e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 145974 members 
Entering Unmasked Estep 
Score: -22502564.000000 Penalty: 5988.283691
	Iteration 27Q: 3 clusters Score -2.250256e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -22503304.000000 Penalty: 5988.283691
	Iteration 28Q: 3 clusters Score -2.25033e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -22503906.000000 Penalty: 5988.283691
	Iteration 29Q: 3 clusters Score -2.250391e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -22504434.000000 Penalty: 5988.283691
	Iteration 30Q: 3 clusters Score -2.250443e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 153430 members 
Entering Unmasked Estep 
Score: -22504964.000000 Penalty: 5988.283691
	Iteration 31Q: 3 clusters Score -2.250496e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -22505454.000000 Penalty: 5988.283691
	Iteration 32Q: 3 clusters Score -2.250545e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -22505896.000000 Penalty: 5988.283691
	Iteration 33Q: 3 clusters Score -2.25059e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -22506332.000000 Penalty: 5988.283691
	Iteration 34Q: 3 clusters Score -2.250633e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -22506676.000000 Penalty: 5988.283691
	Iteration 35Q: 3 clusters Score -2.250668e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 161085 members 
Entering Unmasked Estep 
Score: -22507118.000000 Penalty: 5988.283691
	Iteration 36Q: 3 clusters Score -2.250712e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 162389 members 
Entering Unmasked Estep 
Score: -22507468.000000 Penalty: 5988.283691
	Iteration 37Q: 3 clusters Score -2.250747e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -22507804.000000 Penalty: 5988.283691
	Iteration 38Q: 3 clusters Score -2.25078e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -22508004.000000 Penalty: 5988.283691
	Iteration 39Q: 3 clusters Score -2.2508e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -22508114.000000 Penalty: 5988.283691
	Iteration 40F: 3 clusters Score -2.250811e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -22508178.000000 Penalty: 5988.283691
	Iteration 41Q: 3 clusters Score -2.250818e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -22508224.000000 Penalty: 5988.283691
	Iteration 42Q: 3 clusters Score -2.250822e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -22508264.000000 Penalty: 5988.283691
	Iteration 43Q: 3 clusters Score -2.250826e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -22508262.000000 Penalty: 5988.283691
	Iteration 44Q: 3 clusters Score -2.250826e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -22508272.000000 Penalty: 5988.283691
	Iteration 45Q: 3 clusters Score -2.250827e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -22508266.000000 Penalty: 5988.283691
	Iteration 46Q: 3 clusters Score -2.250827e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 169757 members 
Entering Unmasked Estep 
Score: -22508212.000000 Penalty: 5988.283691
	Iteration 47Q: 3 clusters Score -2.250821e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -22508234.000000 Penalty: 5988.283691
	Iteration 48Q: 3 clusters Score -2.250823e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 170514 members 
Entering Unmasked Estep 
Score: -22508244.000000 Penalty: 5988.283691
	Iteration 49Q: 3 clusters Score -2.250824e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 170816 members 
Entering Unmasked Estep 
Score: -22508208.000000 Penalty: 5988.283691
	Iteration 50Q: 3 clusters Score -2.250821e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -22508172.000000 Penalty: 5988.283691
	Iteration 51Q: 3 clusters Score -2.250817e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -22508122.000000 Penalty: 5988.283691
	Iteration 52Q: 3 clusters Score -2.250812e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -22508108.000000 Penalty: 5988.283691
	Iteration 53Q: 3 clusters Score -2.250811e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -22508136.000000 Penalty: 5988.283691
	Iteration 54Q: 3 clusters Score -2.250814e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -22508148.000000 Penalty: 5988.283691
	Iteration 55Q: 3 clusters Score -2.250815e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 171979 members 
Entering Unmasked Estep 
Score: -22508060.000000 Penalty: 5988.283691
	Iteration 56Q: 3 clusters Score -2.250806e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -22508018.000000 Penalty: 5988.283691
	Iteration 57Q: 3 clusters Score -2.250802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -22508014.000000 Penalty: 5988.283691
	Iteration 58Q: 3 clusters Score -2.250801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -22508010.000000 Penalty: 5988.283691
	Iteration 59Q: 3 clusters Score -2.250801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -22507986.000000 Penalty: 5988.283691
	Iteration 60F: 3 clusters Score -2.250799e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 172342 members 
Entering Unmasked Estep 
Score: -22507990.000000 Penalty: 5988.283691
	Iteration 61Q: 3 clusters Score -2.250799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 172375 members 
Entering Unmasked Estep 
Score: -22507984.000000 Penalty: 5988.283691
	Iteration 62Q: 3 clusters Score -2.250798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 172408 members 
Entering Unmasked Estep 
Score: -22507962.000000 Penalty: 5988.283691
	Iteration 63Q: 3 clusters Score -2.250796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -22507978.000000 Penalty: 5988.283691
	Iteration 64Q: 3 clusters Score -2.250798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 172447 members 
Entering Unmasked Estep 
Score: -22507960.000000 Penalty: 5988.283691
	Iteration 65Q: 3 clusters Score -2.250796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -22507944.000000 Penalty: 5988.283691
	Iteration 66Q: 3 clusters Score -2.250794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 172472 members 
Entering Unmasked Estep 
Score: -22507940.000000 Penalty: 5988.283691
	Iteration 67Q: 3 clusters Score -2.250794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 172482 members 
Entering Unmasked Estep 
Score: -22507954.000000 Penalty: 5988.283691
	Iteration 68Q: 3 clusters Score -2.250795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -22507966.000000 Penalty: 5988.283691
	Iteration 69Q: 3 clusters Score -2.250797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -22507956.000000 Penalty: 5988.283691
	Iteration 70Q: 3 clusters Score -2.250796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -22507958.000000 Penalty: 5988.283691
	Iteration 71Q: 3 clusters Score -2.250796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -22507966.000000 Penalty: 5988.283691
	Iteration 72Q: 3 clusters Score -2.250797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 172511 members 
Entering Unmasked Estep 
Score: -22507970.000000 Penalty: 5988.283691
	Iteration 73Q: 3 clusters Score -2.250797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 172511 members 
Entering Unmasked Estep 
Score: -22507970.000000 Penalty: 5988.283691
	Iteration 74F: 3 clusters Score -2.250797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Entering Unmasked Estep 
Score: -2523970.750000 Penalty: 2450.738037
	Iteration 0F: 2 clusters Score -2523971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2510142.750000 Penalty: 4901.476074
	Iteration 0F: 3 clusters Score -2510143 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2514716.500000 Penalty: 4901.476074
	Iteration 1F: 3 clusters Score -2514716 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2515185.750000 Penalty: 4901.476074
	Iteration 2F: 3 clusters Score -2515186 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2515718.000000 Penalty: 4901.476074
	Iteration 3F: 3 clusters Score -2515718 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2516446.250000 Penalty: 4901.476074
	Iteration 4F: 3 clusters Score -2516446 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2517465.750000 Penalty: 4901.476074
	Iteration 5F: 3 clusters Score -2517466 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2518720.000000 Penalty: 4901.476074
	Iteration 6F: 3 clusters Score -2518720 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2519979.000000 Penalty: 4901.476074
	Iteration 7F: 3 clusters Score -2519979 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2520969.250000 Penalty: 4901.476074
	Iteration 8F: 3 clusters Score -2520969 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2521628.000000 Penalty: 4901.476074
	Iteration 9Q: 3 clusters Score -2521628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2521991.250000 Penalty: 4901.476074
	Iteration 10Q: 3 clusters Score -2521991 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2522221.250000 Penalty: 4901.476074
	Iteration 11Q: 3 clusters Score -2522221 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2522352.500000 Penalty: 4901.476074
	Iteration 12Q: 3 clusters Score -2522352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2522421.500000 Penalty: 4901.476074
	Iteration 13Q: 3 clusters Score -2522422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2522467.500000 Penalty: 4901.476074
	Iteration 14Q: 3 clusters Score -2522468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2522493.000000 Penalty: 4901.476074
	Iteration 15Q: 3 clusters Score -2522493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2522513.750000 Penalty: 4901.476074
	Iteration 16Q: 3 clusters Score -2522514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2522540.250000 Penalty: 4901.476074
	Iteration 17Q: 3 clusters Score -2522540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2522546.000000 Penalty: 4901.476074
	Iteration 18Q: 3 clusters Score -2522546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2522554.750000 Penalty: 4901.476074
	Iteration 19Q: 3 clusters Score -2522555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2522560.750000 Penalty: 4901.476074
	Iteration 20F: 3 clusters Score -2522561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2522561.500000 Penalty: 4901.476074
	Iteration 21Q: 3 clusters Score -2522562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2522563.750000 Penalty: 4901.476074
	Iteration 22Q: 3 clusters Score -2522564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2522563.000000 Penalty: 4901.476074
	Iteration 23Q: 3 clusters Score -2522563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2522568.000000 Penalty: 4901.476074
	Iteration 24Q: 3 clusters Score -2522568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2522567.000000 Penalty: 4901.476074
	Iteration 25Q: 3 clusters Score -2522567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2522567.000000 Penalty: 4901.476074
	Iteration 26F: 3 clusters Score -2522567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186919 members 
Entering Unmasked Estep 
Score: -23987074.000000 Penalty: 3010.330811
	Iteration 0F: 2 clusters Score -2.398707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -23866418.000000 Penalty: 6020.661621
	Iteration 0F: 3 clusters Score -2.386642e+07 nChanged 89578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -23918828.000000 Penalty: 6020.661621
	Iteration 1F: 3 clusters Score -2.391883e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -23919554.000000 Penalty: 6020.661621
	Iteration 2Q: 3 clusters Score -2.391955e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -23920434.000000 Penalty: 6020.661621
	Iteration 3Q: 3 clusters Score -2.392043e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -23921430.000000 Penalty: 6020.661621
	Iteration 4Q: 3 clusters Score -2.392143e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -23922952.000000 Penalty: 6020.661621
	Iteration 5Q: 3 clusters Score -2.392295e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -23924796.000000 Penalty: 6020.661621
	Iteration 6Q: 3 clusters Score -2.39248e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -23927756.000000 Penalty: 6020.661621
	Iteration 7Q: 3 clusters Score -2.392776e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -23932402.000000 Penalty: 6020.661621
	Iteration 8Q: 3 clusters Score -2.39324e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -23939278.000000 Penalty: 6020.661621
	Iteration 9F: 3 clusters Score -2.393928e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -23948284.000000 Penalty: 6020.661621
	Iteration 10F: 3 clusters Score -2.394828e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -23957200.000000 Penalty: 6020.661621
	Iteration 11F: 3 clusters Score -2.39572e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -23963436.000000 Penalty: 6020.661621
	Iteration 12F: 3 clusters Score -2.396344e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -23966652.000000 Penalty: 6020.661621
	Iteration 13Q: 3 clusters Score -2.396665e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -23968398.000000 Penalty: 6020.661621
	Iteration 14Q: 3 clusters Score -2.39684e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -23969686.000000 Penalty: 6020.661621
	Iteration 15Q: 3 clusters Score -2.396969e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -23970846.000000 Penalty: 6020.661621
	Iteration 16Q: 3 clusters Score -2.397085e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
Score: -23972072.000000 Penalty: 6020.661621
	Iteration 17Q: 3 clusters Score -2.397207e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -23973206.000000 Penalty: 6020.661621
	Iteration 18Q: 3 clusters Score -2.397321e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -23974520.000000 Penalty: 6020.661621
	Iteration 19Q: 3 clusters Score -2.397452e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -23975624.000000 Penalty: 6020.661621
	Iteration 20F: 3 clusters Score -2.397562e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -23976866.000000 Penalty: 6020.661621
	Iteration 21Q: 3 clusters Score -2.397687e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 156561 members 
Entering Unmasked Estep 
Score: -23977822.000000 Penalty: 6020.661621
	Iteration 22Q: 3 clusters Score -2.397782e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -23978558.000000 Penalty: 6020.661621
	Iteration 23Q: 3 clusters Score -2.397856e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -23979250.000000 Penalty: 6020.661621
	Iteration 24Q: 3 clusters Score -2.397925e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 163531 members 
Entering Unmasked Estep 
Score: -23979886.000000 Penalty: 6020.661621
	Iteration 25Q: 3 clusters Score -2.397989e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -23980426.000000 Penalty: 6020.661621
	Iteration 26Q: 3 clusters Score -2.398043e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 167114 members 
Entering Unmasked Estep 
Score: -23980880.000000 Penalty: 6020.661621
	Iteration 27Q: 3 clusters Score -2.398088e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -23981310.000000 Penalty: 6020.661621
	Iteration 28Q: 3 clusters Score -2.398131e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -23981658.000000 Penalty: 6020.661621
	Iteration 29Q: 3 clusters Score -2.398166e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 171127 members 
Entering Unmasked Estep 
Score: -23981814.000000 Penalty: 6020.661621
	Iteration 30Q: 3 clusters Score -2.398181e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -23982046.000000 Penalty: 6020.661621
	Iteration 31Q: 3 clusters Score -2.398205e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 173239 members 
Entering Unmasked Estep 
Score: -23982340.000000 Penalty: 6020.661621
	Iteration 32Q: 3 clusters Score -2.398234e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 174148 members 
Entering Unmasked Estep 
Score: -23982524.000000 Penalty: 6020.661621
	Iteration 33Q: 3 clusters Score -2.398252e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -23982834.000000 Penalty: 6020.661621
	Iteration 34Q: 3 clusters Score -2.398283e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -23983044.000000 Penalty: 6020.661621
	Iteration 35Q: 3 clusters Score -2.398304e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 176291 members 
Entering Unmasked Estep 
Score: -23983082.000000 Penalty: 6020.661621
	Iteration 36Q: 3 clusters Score -2.398308e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -23983246.000000 Penalty: 6020.661621
	Iteration 37Q: 3 clusters Score -2.398325e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 177403 members 
Entering Unmasked Estep 
Score: -23983348.000000 Penalty: 6020.661621
	Iteration 38Q: 3 clusters Score -2.398335e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 177858 members 
Entering Unmasked Estep 
Score: -23983398.000000 Penalty: 6020.661621
	Iteration 39Q: 3 clusters Score -2.39834e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -23983444.000000 Penalty: 6020.661621
	Iteration 40F: 3 clusters Score -2.398344e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -23983560.000000 Penalty: 6020.661621
	Iteration 41Q: 3 clusters Score -2.398356e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -23983644.000000 Penalty: 6020.661621
	Iteration 42Q: 3 clusters Score -2.398364e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -23983684.000000 Penalty: 6020.661621
	Iteration 43Q: 3 clusters Score -2.398368e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -23983826.000000 Penalty: 6020.661621
	Iteration 44Q: 3 clusters Score -2.398383e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 179881 members 
Entering Unmasked Estep 
Score: -23983910.000000 Penalty: 6020.661621
	Iteration 45Q: 3 clusters Score -2.398391e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -23983946.000000 Penalty: 6020.661621
	Iteration 46Q: 3 clusters Score -2.398395e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -23984002.000000 Penalty: 6020.661621
	Iteration 47Q: 3 clusters Score -2.3984e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 180566 members 
Entering Unmasked Estep 
Score: -23983956.000000 Penalty: 6020.661621
	Iteration 48Q: 3 clusters Score -2.398396e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 180716 members 
Entering Unmasked Estep 
Score: -23983994.000000 Penalty: 6020.661621
	Iteration 49Q: 3 clusters Score -2.398399e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 180849 members 
Entering Unmasked Estep 
Score: -23984020.000000 Penalty: 6020.661621
	Iteration 50Q: 3 clusters Score -2.398402e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 180961 members 
Entering Unmasked Estep 
Score: -23984040.000000 Penalty: 6020.661621
	Iteration 51Q: 3 clusters Score -2.398404e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -23984046.000000 Penalty: 6020.661621
	Iteration 52Q: 3 clusters Score -2.398405e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 181193 members 
Entering Unmasked Estep 
Score: -23984058.000000 Penalty: 6020.661621
	Iteration 53Q: 3 clusters Score -2.398406e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 181286 members 
Entering Unmasked Estep 
Score: -23984066.000000 Penalty: 6020.661621
	Iteration 54Q: 3 clusters Score -2.398407e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 181371 members 
Entering Unmasked Estep 
Score: -23984086.000000 Penalty: 6020.661621
	Iteration 55Q: 3 clusters Score -2.398409e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -23984100.000000 Penalty: 6020.661621
	Iteration 56Q: 3 clusters Score -2.39841e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 181551 members 
Entering Unmasked Estep 
Score: -23984142.000000 Penalty: 6020.661621
	Iteration 57Q: 3 clusters Score -2.398414e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 181654 members 
Entering Unmasked Estep 
Score: -23984196.000000 Penalty: 6020.661621
	Iteration 58Q: 3 clusters Score -2.39842e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 181745 members 
Entering Unmasked Estep 
Score: -23984220.000000 Penalty: 6020.661621
	Iteration 59Q: 3 clusters Score -2.398422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 181813 members 
Entering Unmasked Estep 
Score: -23984254.000000 Penalty: 6020.661621
	Iteration 60F: 3 clusters Score -2.398425e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -23984200.000000 Penalty: 6020.661621
	Iteration 61Q: 3 clusters Score -2.39842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -23984262.000000 Penalty: 6020.661621
	Iteration 62Q: 3 clusters Score -2.398426e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 182046 members 
Entering Unmasked Estep 
Score: -23984306.000000 Penalty: 6020.661621
	Iteration 63Q: 3 clusters Score -2.398431e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 182122 members 
Entering Unmasked Estep 
Score: -23984296.000000 Penalty: 6020.661621
	Iteration 64Q: 3 clusters Score -2.39843e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 182207 members 
Entering Unmasked Estep 
Score: -23984354.000000 Penalty: 6020.661621
	Iteration 65Q: 3 clusters Score -2.398435e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 182280 members 
Entering Unmasked Estep 
Score: -23984356.000000 Penalty: 6020.661621
	Iteration 66Q: 3 clusters Score -2.398436e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 182352 members 
Entering Unmasked Estep 
Score: -23984390.000000 Penalty: 6020.661621
	Iteration 67Q: 3 clusters Score -2.398439e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -23984388.000000 Penalty: 6020.661621
	Iteration 68Q: 3 clusters Score -2.398439e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 182467 members 
Entering Unmasked Estep 
Score: -23984392.000000 Penalty: 6020.661621
	Iteration 69Q: 3 clusters Score -2.398439e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 182522 members 
Entering Unmasked Estep 
Score: -23984400.000000 Penalty: 6020.661621
	Iteration 70Q: 3 clusters Score -2.39844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -23984432.000000 Penalty: 6020.661621
	Iteration 71Q: 3 clusters Score -2.398443e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 182600 members 
Entering Unmasked Estep 
Score: -23984432.000000 Penalty: 6020.661621
	Iteration 72Q: 3 clusters Score -2.398443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 182625 members 
Entering Unmasked Estep 
Score: -23984408.000000 Penalty: 6020.661621
	Iteration 73Q: 3 clusters Score -2.398441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 182646 members 
Entering Unmasked Estep 
Score: -23984412.000000 Penalty: 6020.661621
	Iteration 74Q: 3 clusters Score -2.398441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 182662 members 
Entering Unmasked Estep 
Score: -23984428.000000 Penalty: 6020.661621
	Iteration 75Q: 3 clusters Score -2.398443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 182672 members 
Entering Unmasked Estep 
Score: -23984414.000000 Penalty: 6020.661621
	Iteration 76Q: 3 clusters Score -2.398441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 182677 members 
Entering Unmasked Estep 
Score: -23984400.000000 Penalty: 6020.661621
	Iteration 77Q: 3 clusters Score -2.39844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -23984402.000000 Penalty: 6020.661621
	Iteration 78Q: 3 clusters Score -2.39844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 182687 members 
Entering Unmasked Estep 
Score: -23984408.000000 Penalty: 6020.661621
	Iteration 79Q: 3 clusters Score -2.398441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 182693 members 
Entering Unmasked Estep 
Score: -23984420.000000 Penalty: 6020.661621
	Iteration 80F: 3 clusters Score -2.398442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 182702 members 
Entering Unmasked Estep 
Score: -23984410.000000 Penalty: 6020.661621
	Iteration 81Q: 3 clusters Score -2.398441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -23984424.000000 Penalty: 6020.661621
	Iteration 82Q: 3 clusters Score -2.398442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 182724 members 
Entering Unmasked Estep 
Score: -23984454.000000 Penalty: 6020.661621
	Iteration 83Q: 3 clusters Score -2.398445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 182731 members 
Entering Unmasked Estep 
Score: -23984446.000000 Penalty: 6020.661621
	Iteration 84Q: 3 clusters Score -2.398445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 182737 members 
Entering Unmasked Estep 
Score: -23984436.000000 Penalty: 6020.661621
	Iteration 85Q: 3 clusters Score -2.398444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -23984444.000000 Penalty: 6020.661621
	Iteration 86Q: 3 clusters Score -2.398444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -23984430.000000 Penalty: 6020.661621
	Iteration 87Q: 3 clusters Score -2.398443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -23984430.000000 Penalty: 6020.661621
	Iteration 88Q: 3 clusters Score -2.398443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 182755 members 
Entering Unmasked Estep 
Score: -23984430.000000 Penalty: 6020.661621
	Iteration 89Q: 3 clusters Score -2.398443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -23984436.000000 Penalty: 6020.661621
	Iteration 90Q: 3 clusters Score -2.398444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -23984434.000000 Penalty: 6020.661621
	Iteration 91Q: 3 clusters Score -2.398443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -23984434.000000 Penalty: 6020.661621
	Iteration 92F: 3 clusters Score -2.398443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -117058.640625 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -117058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115141.156250 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -115141.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115450.070312 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -115450.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115586.914062 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -115586.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115653.257812 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -115653.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115715.539062 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -115715.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115770.343750 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -115770.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115813.937500 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -115813.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115856.984375 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -115857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115889.234375 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -115889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115918.968750 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -115919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115931.523438 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -115931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -115953.539062 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -115953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115967.820312 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -115967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115979.750000 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -115979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -115988.039062 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -115988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115993.992188 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -115994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -116006.359375 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -116006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -116026.085938 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -116026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116040.921875 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -116040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -116049.531250 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -116049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -116057.429688 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -116057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -116063.507812 Penalty: 3415.719727
	Iteration 21Q: 3 clusters Score -116063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -116066.429688 Penalty: 3415.719727
	Iteration 22Q: 3 clusters Score -116066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -116070.640625 Penalty: 3415.719727
	Iteration 23Q: 3 clusters Score -116070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -116071.289062 Penalty: 3415.719727
	Iteration 24Q: 3 clusters Score -116071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -116071.289062 Penalty: 3415.719727
	Iteration 25F: 3 clusters Score -116071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Entering Unmasked Estep 
Score: -1033876.812500 Penalty: 2243.479980
	Iteration 0F: 2 clusters Score -1033877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1027236.125000 Penalty: 4486.959961
	Iteration 0F: 3 clusters Score -1027236 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1029181.187500 Penalty: 4486.959961
	Iteration 1F: 3 clusters Score -1029181 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1029684.500000 Penalty: 4486.959961
	Iteration 2F: 3 clusters Score -1029684 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1030126.250000 Penalty: 4486.959961
	Iteration 3F: 3 clusters Score -1030126 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1030521.812500 Penalty: 4486.959961
	Iteration 4F: 3 clusters Score -1030522 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1030770.750000 Penalty: 4486.959961
	Iteration 5Q: 3 clusters Score -1030771 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1030957.687500 Penalty: 4486.959961
	Iteration 6Q: 3 clusters Score -1030958 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1031097.000000 Penalty: 4486.959961
	Iteration 7Q: 3 clusters Score -1031097 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1031183.312500 Penalty: 4486.959961
	Iteration 8Q: 3 clusters Score -1031183 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1031244.500000 Penalty: 4486.959961
	Iteration 9Q: 3 clusters Score -1031244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1031290.875000 Penalty: 4486.959961
	Iteration 10Q: 3 clusters Score -1031291 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1031332.000000 Penalty: 4486.959961
	Iteration 11Q: 3 clusters Score -1031332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1031360.312500 Penalty: 4486.959961
	Iteration 12Q: 3 clusters Score -1031360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1031383.937500 Penalty: 4486.959961
	Iteration 13Q: 3 clusters Score -1031384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1031402.875000 Penalty: 4486.959961
	Iteration 14Q: 3 clusters Score -1031403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1031417.000000 Penalty: 4486.959961
	Iteration 15Q: 3 clusters Score -1031417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1031423.875000 Penalty: 4486.959961
	Iteration 16Q: 3 clusters Score -1031424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1031432.250000 Penalty: 4486.959961
	Iteration 17Q: 3 clusters Score -1031432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1031439.312500 Penalty: 4486.959961
	Iteration 18Q: 3 clusters Score -1031439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1031444.312500 Penalty: 4486.959961
	Iteration 19Q: 3 clusters Score -1031444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1031451.375000 Penalty: 4486.959961
	Iteration 20F: 3 clusters Score -1031451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1031458.625000 Penalty: 4486.959961
	Iteration 21Q: 3 clusters Score -1031459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1031464.500000 Penalty: 4486.959961
	Iteration 22Q: 3 clusters Score -1031464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1031469.062500 Penalty: 4486.959961
	Iteration 23Q: 3 clusters Score -1031469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1031477.562500 Penalty: 4486.959961
	Iteration 24Q: 3 clusters Score -1031478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1031481.812500 Penalty: 4486.959961
	Iteration 25Q: 3 clusters Score -1031482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1031488.937500 Penalty: 4486.959961
	Iteration 26Q: 3 clusters Score -1031489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1031501.750000 Penalty: 4486.959961
	Iteration 27Q: 3 clusters Score -1031502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1031505.312500 Penalty: 4486.959961
	Iteration 28Q: 3 clusters Score -1031505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1031511.750000 Penalty: 4486.959961
	Iteration 29Q: 3 clusters Score -1031512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1031515.125000 Penalty: 4486.959961
	Iteration 30Q: 3 clusters Score -1031515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1031519.562500 Penalty: 4486.959961
	Iteration 31Q: 3 clusters Score -1031520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1031524.125000 Penalty: 4486.959961
	Iteration 32Q: 3 clusters Score -1031524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1031525.562500 Penalty: 4486.959961
	Iteration 33Q: 3 clusters Score -1031526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1031526.562500 Penalty: 4486.959961
	Iteration 34Q: 3 clusters Score -1031527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1031528.875000 Penalty: 4486.959961
	Iteration 35Q: 3 clusters Score -1031529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1031535.125000 Penalty: 4486.959961
	Iteration 36Q: 3 clusters Score -1031535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1031540.937500 Penalty: 4486.959961
	Iteration 37Q: 3 clusters Score -1031541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1031551.375000 Penalty: 4486.959961
	Iteration 38Q: 3 clusters Score -1031551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1031559.937500 Penalty: 4486.959961
	Iteration 39Q: 3 clusters Score -1031560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1031562.625000 Penalty: 4486.959961
	Iteration 40F: 3 clusters Score -1031563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1031573.750000 Penalty: 4486.959961
	Iteration 41Q: 3 clusters Score -1031574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1031582.000000 Penalty: 4486.959961
	Iteration 42Q: 3 clusters Score -1031582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1031588.062500 Penalty: 4486.959961
	Iteration 43Q: 3 clusters Score -1031588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1031600.625000 Penalty: 4486.959961
	Iteration 44Q: 3 clusters Score -1031601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1031605.375000 Penalty: 4486.959961
	Iteration 45Q: 3 clusters Score -1031605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1031618.125000 Penalty: 4486.959961
	Iteration 46Q: 3 clusters Score -1031618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1031633.562500 Penalty: 4486.959961
	Iteration 47Q: 3 clusters Score -1031634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1031643.250000 Penalty: 4486.959961
	Iteration 48Q: 3 clusters Score -1031643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1031656.750000 Penalty: 4486.959961
	Iteration 49Q: 3 clusters Score -1031657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1031671.187500 Penalty: 4486.959961
	Iteration 50Q: 3 clusters Score -1031671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1031688.812500 Penalty: 4486.959961
	Iteration 51Q: 3 clusters Score -1031689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1031710.687500 Penalty: 4486.959961
	Iteration 52Q: 3 clusters Score -1031711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1031732.750000 Penalty: 4486.959961
	Iteration 53Q: 3 clusters Score -1031733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1031751.437500 Penalty: 4486.959961
	Iteration 54Q: 3 clusters Score -1031751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1031771.687500 Penalty: 4486.959961
	Iteration 55Q: 3 clusters Score -1031772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1031789.625000 Penalty: 4486.959961
	Iteration 56Q: 3 clusters Score -1031790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1031814.500000 Penalty: 4486.959961
	Iteration 57Q: 3 clusters Score -1031814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1031836.750000 Penalty: 4486.959961
	Iteration 58Q: 3 clusters Score -1031837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1031858.937500 Penalty: 4486.959961
	Iteration 59Q: 3 clusters Score -1031859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1031875.625000 Penalty: 4486.959961
	Iteration 60F: 3 clusters Score -1031876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1031891.500000 Penalty: 4486.959961
	Iteration 61Q: 3 clusters Score -1031892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1031910.125000 Penalty: 4486.959961
	Iteration 62Q: 3 clusters Score -1031910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1031933.125000 Penalty: 4486.959961
	Iteration 63Q: 3 clusters Score -1031933 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1031956.312500 Penalty: 4486.959961
	Iteration 64Q: 3 clusters Score -1031956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1031978.312500 Penalty: 4486.959961
	Iteration 65Q: 3 clusters Score -1031978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1031995.437500 Penalty: 4486.959961
	Iteration 66Q: 3 clusters Score -1031995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1032023.750000 Penalty: 4486.959961
	Iteration 67Q: 3 clusters Score -1032024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1032040.687500 Penalty: 4486.959961
	Iteration 68Q: 3 clusters Score -1032041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1032057.062500 Penalty: 4486.959961
	Iteration 69Q: 3 clusters Score -1032057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1032076.750000 Penalty: 4486.959961
	Iteration 70Q: 3 clusters Score -1032077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1032099.250000 Penalty: 4486.959961
	Iteration 71Q: 3 clusters Score -1032099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1032127.687500 Penalty: 4486.959961
	Iteration 72Q: 3 clusters Score -1032128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1032158.000000 Penalty: 4486.959961
	Iteration 73Q: 3 clusters Score -1032158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1032190.375000 Penalty: 4486.959961
	Iteration 74Q: 3 clusters Score -1032190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1032230.625000 Penalty: 4486.959961
	Iteration 75Q: 3 clusters Score -1032231 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1032265.937500 Penalty: 4486.959961
	Iteration 76Q: 3 clusters Score -1032266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1032307.000000 Penalty: 4486.959961
	Iteration 77Q: 3 clusters Score -1032307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1032343.937500 Penalty: 4486.959961
	Iteration 78Q: 3 clusters Score -1032344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1032367.812500 Penalty: 4486.959961
	Iteration 79Q: 3 clusters Score -1032368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1032397.937500 Penalty: 4486.959961
	Iteration 80F: 3 clusters Score -1032398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1032429.812500 Penalty: 4486.959961
	Iteration 81Q: 3 clusters Score -1032430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1032450.312500 Penalty: 4486.959961
	Iteration 82Q: 3 clusters Score -1032450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1032475.250000 Penalty: 4486.959961
	Iteration 83Q: 3 clusters Score -1032475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1032497.250000 Penalty: 4486.959961
	Iteration 84Q: 3 clusters Score -1032497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1032521.625000 Penalty: 4486.959961
	Iteration 85Q: 3 clusters Score -1032522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1032545.562500 Penalty: 4486.959961
	Iteration 86Q: 3 clusters Score -1032546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1032566.062500 Penalty: 4486.959961
	Iteration 87Q: 3 clusters Score -1032566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1032588.437500 Penalty: 4486.959961
	Iteration 88Q: 3 clusters Score -1032588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1032601.250000 Penalty: 4486.959961
	Iteration 89Q: 3 clusters Score -1032601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1032613.500000 Penalty: 4486.959961
	Iteration 90Q: 3 clusters Score -1032614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1032622.375000 Penalty: 4486.959961
	Iteration 91Q: 3 clusters Score -1032622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1032630.875000 Penalty: 4486.959961
	Iteration 92Q: 3 clusters Score -1032631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1032636.312500 Penalty: 4486.959961
	Iteration 93Q: 3 clusters Score -1032636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1032638.812500 Penalty: 4486.959961
	Iteration 94Q: 3 clusters Score -1032639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1032647.125000 Penalty: 4486.959961
	Iteration 95Q: 3 clusters Score -1032647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1032655.375000 Penalty: 4486.959961
	Iteration 96Q: 3 clusters Score -1032655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1032675.750000 Penalty: 4486.959961
	Iteration 97Q: 3 clusters Score -1032676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1032689.437500 Penalty: 4486.959961
	Iteration 98Q: 3 clusters Score -1032689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1032701.187500 Penalty: 4486.959961
	Iteration 99Q: 3 clusters Score -1032701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1032708.687500 Penalty: 4486.959961
	Iteration 100F: 3 clusters Score -1032709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1032712.437500 Penalty: 4486.959961
	Iteration 101Q: 3 clusters Score -1032712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1032714.562500 Penalty: 4486.959961
	Iteration 102Q: 3 clusters Score -1032715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1032716.687500 Penalty: 4486.959961
	Iteration 103Q: 3 clusters Score -1032717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1032720.562500 Penalty: 4486.959961
	Iteration 104Q: 3 clusters Score -1032721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1032721.125000 Penalty: 4486.959961
	Iteration 105Q: 3 clusters Score -1032721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1032723.562500 Penalty: 4486.959961
	Iteration 106Q: 3 clusters Score -1032724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1032723.562500 Penalty: 4486.959961
	Iteration 107F: 3 clusters Score -1032724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Entering Unmasked Estep 
Score: -7703212.000000 Penalty: 2724.789307
	Iteration 0F: 2 clusters Score -7703212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7663397.000000 Penalty: 5449.578613
	Iteration 0F: 3 clusters Score -7663397 nChanged 27523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -7678994.500000 Penalty: 5449.578613
	Iteration 1F: 3 clusters Score -7678994 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -7679604.500000 Penalty: 5449.578613
	Iteration 2Q: 3 clusters Score -7679604 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7680245.500000 Penalty: 5449.578613
	Iteration 3Q: 3 clusters Score -7680246 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7681014.000000 Penalty: 5449.578613
	Iteration 4Q: 3 clusters Score -7681014 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7681967.000000 Penalty: 5449.578613
	Iteration 5Q: 3 clusters Score -7681967 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -7683030.000000 Penalty: 5449.578613
	Iteration 6Q: 3 clusters Score -7683030 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7684297.500000 Penalty: 5449.578613
	Iteration 7Q: 3 clusters Score -7684298 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7685904.500000 Penalty: 5449.578613
	Iteration 8Q: 3 clusters Score -7685904 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7687753.500000 Penalty: 5449.578613
	Iteration 9F: 3 clusters Score -7687754 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -7689754.500000 Penalty: 5449.578613
	Iteration 10F: 3 clusters Score -7689754 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -7691833.500000 Penalty: 5449.578613
	Iteration 11F: 3 clusters Score -7691834 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -7693838.500000 Penalty: 5449.578613
	Iteration 12Q: 3 clusters Score -7693838 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -7695595.500000 Penalty: 5449.578613
	Iteration 13Q: 3 clusters Score -7695596 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -7697094.000000 Penalty: 5449.578613
	Iteration 14Q: 3 clusters Score -7697094 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7698231.000000 Penalty: 5449.578613
	Iteration 15Q: 3 clusters Score -7698231 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7699060.000000 Penalty: 5449.578613
	Iteration 16Q: 3 clusters Score -7699060 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7699619.500000 Penalty: 5449.578613
	Iteration 17Q: 3 clusters Score -7699620 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7700013.500000 Penalty: 5449.578613
	Iteration 18Q: 3 clusters Score -7700014 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7700273.000000 Penalty: 5449.578613
	Iteration 19Q: 3 clusters Score -7700273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7700411.500000 Penalty: 5449.578613
	Iteration 20F: 3 clusters Score -7700412 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7700541.500000 Penalty: 5449.578613
	Iteration 21Q: 3 clusters Score -7700542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7700625.500000 Penalty: 5449.578613
	Iteration 22Q: 3 clusters Score -7700626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7700680.000000 Penalty: 5449.578613
	Iteration 23Q: 3 clusters Score -7700680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7700702.000000 Penalty: 5449.578613
	Iteration 24Q: 3 clusters Score -7700702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7700730.000000 Penalty: 5449.578613
	Iteration 25Q: 3 clusters Score -7700730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7700768.500000 Penalty: 5449.578613
	Iteration 26Q: 3 clusters Score -7700768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7700789.500000 Penalty: 5449.578613
	Iteration 27Q: 3 clusters Score -7700790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7700810.000000 Penalty: 5449.578613
	Iteration 28Q: 3 clusters Score -7700810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7700831.500000 Penalty: 5449.578613
	Iteration 29Q: 3 clusters Score -7700832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7700839.000000 Penalty: 5449.578613
	Iteration 30Q: 3 clusters Score -7700839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7700847.500000 Penalty: 5449.578613
	Iteration 31Q: 3 clusters Score -7700848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7700850.500000 Penalty: 5449.578613
	Iteration 32Q: 3 clusters Score -7700850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7700848.500000 Penalty: 5449.578613
	Iteration 33Q: 3 clusters Score -7700848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7700850.000000 Penalty: 5449.578613
	Iteration 34Q: 3 clusters Score -7700850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7700854.500000 Penalty: 5449.578613
	Iteration 35Q: 3 clusters Score -7700854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7700854.500000 Penalty: 5449.578613
	Iteration 36F: 3 clusters Score -7700854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Entering Unmasked Estep 
Score: -4022397.000000 Penalty: 2563.484863
	Iteration 0F: 2 clusters Score -4022397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4001397.750000 Penalty: 5126.969727
	Iteration 0F: 3 clusters Score -4001398 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4008929.000000 Penalty: 5126.969727
	Iteration 1F: 3 clusters Score -4008929 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4009370.500000 Penalty: 5126.969727
	Iteration 2Q: 3 clusters Score -4009370 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4009787.250000 Penalty: 5126.969727
	Iteration 3Q: 3 clusters Score -4009787 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4010344.500000 Penalty: 5126.969727
	Iteration 4Q: 3 clusters Score -4010344 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4011038.500000 Penalty: 5126.969727
	Iteration 5Q: 3 clusters Score -4011038 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4011943.250000 Penalty: 5126.969727
	Iteration 6F: 3 clusters Score -4011943 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4013081.250000 Penalty: 5126.969727
	Iteration 7F: 3 clusters Score -4013081 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4014443.750000 Penalty: 5126.969727
	Iteration 8F: 3 clusters Score -4014444 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4016030.500000 Penalty: 5126.969727
	Iteration 9F: 3 clusters Score -4016030 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4017406.750000 Penalty: 5126.969727
	Iteration 10F: 3 clusters Score -4017407 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4018136.500000 Penalty: 5126.969727
	Iteration 11Q: 3 clusters Score -4018136 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4018437.250000 Penalty: 5126.969727
	Iteration 12Q: 3 clusters Score -4018437 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4018576.250000 Penalty: 5126.969727
	Iteration 13Q: 3 clusters Score -4018576 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -4018697.000000 Penalty: 5126.969727
	Iteration 14Q: 3 clusters Score -4018697 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4018789.000000 Penalty: 5126.969727
	Iteration 15Q: 3 clusters Score -4018789 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4018894.250000 Penalty: 5126.969727
	Iteration 16Q: 3 clusters Score -4018894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4018975.250000 Penalty: 5126.969727
	Iteration 17Q: 3 clusters Score -4018975 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4019058.250000 Penalty: 5126.969727
	Iteration 18Q: 3 clusters Score -4019058 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4019146.250000 Penalty: 5126.969727
	Iteration 19Q: 3 clusters Score -4019146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4019214.000000 Penalty: 5126.969727
	Iteration 20F: 3 clusters Score -4019214 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4019313.750000 Penalty: 5126.969727
	Iteration 21Q: 3 clusters Score -4019314 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4019407.500000 Penalty: 5126.969727
	Iteration 22Q: 3 clusters Score -4019408 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4019504.250000 Penalty: 5126.969727
	Iteration 23Q: 3 clusters Score -4019504 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4019601.000000 Penalty: 5126.969727
	Iteration 24Q: 3 clusters Score -4019601 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4019684.750000 Penalty: 5126.969727
	Iteration 25Q: 3 clusters Score -4019685 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4019764.500000 Penalty: 5126.969727
	Iteration 26Q: 3 clusters Score -4019764 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4019840.750000 Penalty: 5126.969727
	Iteration 27Q: 3 clusters Score -4019841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4019914.500000 Penalty: 5126.969727
	Iteration 28Q: 3 clusters Score -4019914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4019970.250000 Penalty: 5126.969727
	Iteration 29Q: 3 clusters Score -4019970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4020002.000000 Penalty: 5126.969727
	Iteration 30Q: 3 clusters Score -4020002 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4020064.500000 Penalty: 5126.969727
	Iteration 31Q: 3 clusters Score -4020064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4020099.250000 Penalty: 5126.969727
	Iteration 32Q: 3 clusters Score -4020099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4020157.500000 Penalty: 5126.969727
	Iteration 33Q: 3 clusters Score -4020158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4020186.250000 Penalty: 5126.969727
	Iteration 34Q: 3 clusters Score -4020186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4020210.000000 Penalty: 5126.969727
	Iteration 35Q: 3 clusters Score -4020210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4020240.000000 Penalty: 5126.969727
	Iteration 36Q: 3 clusters Score -4020240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4020259.750000 Penalty: 5126.969727
	Iteration 37Q: 3 clusters Score -4020260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4020292.250000 Penalty: 5126.969727
	Iteration 38Q: 3 clusters Score -4020292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4020319.500000 Penalty: 5126.969727
	Iteration 39Q: 3 clusters Score -4020320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4020327.500000 Penalty: 5126.969727
	Iteration 40F: 3 clusters Score -4020328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4020352.250000 Penalty: 5126.969727
	Iteration 41Q: 3 clusters Score -4020352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4020360.500000 Penalty: 5126.969727
	Iteration 42Q: 3 clusters Score -4020360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4020380.000000 Penalty: 5126.969727
	Iteration 43Q: 3 clusters Score -4020380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4020397.500000 Penalty: 5126.969727
	Iteration 44Q: 3 clusters Score -4020398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4020410.500000 Penalty: 5126.969727
	Iteration 45Q: 3 clusters Score -4020410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4020414.000000 Penalty: 5126.969727
	Iteration 46Q: 3 clusters Score -4020414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4020419.000000 Penalty: 5126.969727
	Iteration 47Q: 3 clusters Score -4020419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4020414.750000 Penalty: 5126.969727
	Iteration 48Q: 3 clusters Score -4020415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4020424.000000 Penalty: 5126.969727
	Iteration 49Q: 3 clusters Score -4020424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4020426.750000 Penalty: 5126.969727
	Iteration 50Q: 3 clusters Score -4020427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4020439.000000 Penalty: 5126.969727
	Iteration 51Q: 3 clusters Score -4020439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4020444.000000 Penalty: 5126.969727
	Iteration 52Q: 3 clusters Score -4020444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4020447.000000 Penalty: 5126.969727
	Iteration 53Q: 3 clusters Score -4020447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4020446.750000 Penalty: 5126.969727
	Iteration 54Q: 3 clusters Score -4020447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4020454.750000 Penalty: 5126.969727
	Iteration 55Q: 3 clusters Score -4020455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4020461.000000 Penalty: 5126.969727
	Iteration 56Q: 3 clusters Score -4020461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4020458.750000 Penalty: 5126.969727
	Iteration 57Q: 3 clusters Score -4020459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4020459.250000 Penalty: 5126.969727
	Iteration 58Q: 3 clusters Score -4020459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4020464.750000 Penalty: 5126.969727
	Iteration 59Q: 3 clusters Score -4020465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4020460.000000 Penalty: 5126.969727
	Iteration 60F: 3 clusters Score -4020460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4020457.250000 Penalty: 5126.969727
	Iteration 61Q: 3 clusters Score -4020457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4020459.000000 Penalty: 5126.969727
	Iteration 62Q: 3 clusters Score -4020459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4020455.750000 Penalty: 5126.969727
	Iteration 63Q: 3 clusters Score -4020456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4020456.000000 Penalty: 5126.969727
	Iteration 64Q: 3 clusters Score -4020456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4020460.500000 Penalty: 5126.969727
	Iteration 65Q: 3 clusters Score -4020460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4020458.000000 Penalty: 5126.969727
	Iteration 66Q: 3 clusters Score -4020458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4020458.750000 Penalty: 5126.969727
	Iteration 67Q: 3 clusters Score -4020459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4020461.000000 Penalty: 5126.969727
	Iteration 68Q: 3 clusters Score -4020461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4020464.750000 Penalty: 5126.969727
	Iteration 69Q: 3 clusters Score -4020465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4020461.750000 Penalty: 5126.969727
	Iteration 70Q: 3 clusters Score -4020462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4020460.000000 Penalty: 5126.969727
	Iteration 71Q: 3 clusters Score -4020460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4020459.250000 Penalty: 5126.969727
	Iteration 72Q: 3 clusters Score -4020459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4020460.500000 Penalty: 5126.969727
	Iteration 73Q: 3 clusters Score -4020460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4020461.250000 Penalty: 5126.969727
	Iteration 74Q: 3 clusters Score -4020461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4020459.750000 Penalty: 5126.969727
	Iteration 75Q: 3 clusters Score -4020460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4020461.750000 Penalty: 5126.969727
	Iteration 76Q: 3 clusters Score -4020462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4020462.750000 Penalty: 5126.969727
	Iteration 77Q: 3 clusters Score -4020463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4020463.500000 Penalty: 5126.969727
	Iteration 78Q: 3 clusters Score -4020464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4020462.250000 Penalty: 5126.969727
	Iteration 79Q: 3 clusters Score -4020462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4020466.750000 Penalty: 5126.969727
	Iteration 80F: 3 clusters Score -4020467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4020472.500000 Penalty: 5126.969727
	Iteration 81Q: 3 clusters Score -4020472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4020478.750000 Penalty: 5126.969727
	Iteration 82Q: 3 clusters Score -4020479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4020478.750000 Penalty: 5126.969727
	Iteration 83Q: 3 clusters Score -4020479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4020482.000000 Penalty: 5126.969727
	Iteration 84Q: 3 clusters Score -4020482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4020478.500000 Penalty: 5126.969727
	Iteration 85Q: 3 clusters Score -4020478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4020480.000000 Penalty: 5126.969727
	Iteration 86Q: 3 clusters Score -4020480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4020476.750000 Penalty: 5126.969727
	Iteration 87Q: 3 clusters Score -4020477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4020475.250000 Penalty: 5126.969727
	Iteration 88Q: 3 clusters Score -4020475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4020475.000000 Penalty: 5126.969727
	Iteration 89Q: 3 clusters Score -4020475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4020472.250000 Penalty: 5126.969727
	Iteration 90Q: 3 clusters Score -4020472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4020472.000000 Penalty: 5126.969727
	Iteration 91Q: 3 clusters Score -4020472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4020469.000000 Penalty: 5126.969727
	Iteration 92Q: 3 clusters Score -4020469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4020471.500000 Penalty: 5126.969727
	Iteration 93Q: 3 clusters Score -4020472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4020470.250000 Penalty: 5126.969727
	Iteration 94Q: 3 clusters Score -4020470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4020473.500000 Penalty: 5126.969727
	Iteration 95Q: 3 clusters Score -4020474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4020472.750000 Penalty: 5126.969727
	Iteration 96Q: 3 clusters Score -4020473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4020472.750000 Penalty: 5126.969727
	Iteration 97F: 3 clusters Score -4020473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Entering Unmasked Estep 
Score: -1704393.000000 Penalty: 2364.220703
	Iteration 0F: 2 clusters Score -1704393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1694274.875000 Penalty: 4728.441406
	Iteration 0F: 3 clusters Score -1694275 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1697489.125000 Penalty: 4728.441406
	Iteration 1F: 3 clusters Score -1697489 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1697925.875000 Penalty: 4728.441406
	Iteration 2F: 3 clusters Score -1697926 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1698340.750000 Penalty: 4728.441406
	Iteration 3F: 3 clusters Score -1698341 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1698744.250000 Penalty: 4728.441406
	Iteration 4Q: 3 clusters Score -1698744 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1699135.250000 Penalty: 4728.441406
	Iteration 5Q: 3 clusters Score -1699135 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1699497.625000 Penalty: 4728.441406
	Iteration 6Q: 3 clusters Score -1699498 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1699836.625000 Penalty: 4728.441406
	Iteration 7Q: 3 clusters Score -1699837 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1700143.625000 Penalty: 4728.441406
	Iteration 8Q: 3 clusters Score -1700144 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1700435.500000 Penalty: 4728.441406
	Iteration 9Q: 3 clusters Score -1700436 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1700717.000000 Penalty: 4728.441406
	Iteration 10Q: 3 clusters Score -1700717 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1700984.750000 Penalty: 4728.441406
	Iteration 11Q: 3 clusters Score -1700985 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1701271.250000 Penalty: 4728.441406
	Iteration 12Q: 3 clusters Score -1701271 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1701544.375000 Penalty: 4728.441406
	Iteration 13Q: 3 clusters Score -1701544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1701778.875000 Penalty: 4728.441406
	Iteration 14Q: 3 clusters Score -1701779 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1701959.125000 Penalty: 4728.441406
	Iteration 15Q: 3 clusters Score -1701959 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1702081.750000 Penalty: 4728.441406
	Iteration 16Q: 3 clusters Score -1702082 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1702191.625000 Penalty: 4728.441406
	Iteration 17Q: 3 clusters Score -1702192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1702285.375000 Penalty: 4728.441406
	Iteration 18Q: 3 clusters Score -1702285 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1702374.250000 Penalty: 4728.441406
	Iteration 19Q: 3 clusters Score -1702374 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1702448.375000 Penalty: 4728.441406
	Iteration 20F: 3 clusters Score -1702448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1702499.375000 Penalty: 4728.441406
	Iteration 21Q: 3 clusters Score -1702499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1702555.500000 Penalty: 4728.441406
	Iteration 22Q: 3 clusters Score -1702556 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1702588.750000 Penalty: 4728.441406
	Iteration 23Q: 3 clusters Score -1702589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1702629.000000 Penalty: 4728.441406
	Iteration 24Q: 3 clusters Score -1702629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1702654.625000 Penalty: 4728.441406
	Iteration 25Q: 3 clusters Score -1702655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1702684.250000 Penalty: 4728.441406
	Iteration 26Q: 3 clusters Score -1702684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1702713.500000 Penalty: 4728.441406
	Iteration 27Q: 3 clusters Score -1702714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1702737.875000 Penalty: 4728.441406
	Iteration 28Q: 3 clusters Score -1702738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1702758.875000 Penalty: 4728.441406
	Iteration 29Q: 3 clusters Score -1702759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1702770.250000 Penalty: 4728.441406
	Iteration 30Q: 3 clusters Score -1702770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1702783.500000 Penalty: 4728.441406
	Iteration 31Q: 3 clusters Score -1702784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1702801.375000 Penalty: 4728.441406
	Iteration 32Q: 3 clusters Score -1702801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1702816.375000 Penalty: 4728.441406
	Iteration 33Q: 3 clusters Score -1702816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1702831.000000 Penalty: 4728.441406
	Iteration 34Q: 3 clusters Score -1702831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1702848.875000 Penalty: 4728.441406
	Iteration 35Q: 3 clusters Score -1702849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1702857.875000 Penalty: 4728.441406
	Iteration 36Q: 3 clusters Score -1702858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1702872.625000 Penalty: 4728.441406
	Iteration 37Q: 3 clusters Score -1702873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1702880.750000 Penalty: 4728.441406
	Iteration 38Q: 3 clusters Score -1702881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1702894.000000 Penalty: 4728.441406
	Iteration 39Q: 3 clusters Score -1702894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1702909.250000 Penalty: 4728.441406
	Iteration 40F: 3 clusters Score -1702909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1702925.750000 Penalty: 4728.441406
	Iteration 41Q: 3 clusters Score -1702926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1702939.250000 Penalty: 4728.441406
	Iteration 42Q: 3 clusters Score -1702939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1702958.875000 Penalty: 4728.441406
	Iteration 43Q: 3 clusters Score -1702959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1702995.000000 Penalty: 4728.441406
	Iteration 44Q: 3 clusters Score -1702995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1703038.625000 Penalty: 4728.441406
	Iteration 45Q: 3 clusters Score -1703039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1703095.000000 Penalty: 4728.441406
	Iteration 46Q: 3 clusters Score -1703095 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1703158.125000 Penalty: 4728.441406
	Iteration 47Q: 3 clusters Score -1703158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1703222.250000 Penalty: 4728.441406
	Iteration 48Q: 3 clusters Score -1703222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1703283.625000 Penalty: 4728.441406
	Iteration 49Q: 3 clusters Score -1703284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1703370.875000 Penalty: 4728.441406
	Iteration 50Q: 3 clusters Score -1703371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1703489.750000 Penalty: 4728.441406
	Iteration 51Q: 3 clusters Score -1703490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1703595.625000 Penalty: 4728.441406
	Iteration 52Q: 3 clusters Score -1703596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1703678.500000 Penalty: 4728.441406
	Iteration 53Q: 3 clusters Score -1703678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1703718.750000 Penalty: 4728.441406
	Iteration 54Q: 3 clusters Score -1703719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1703745.625000 Penalty: 4728.441406
	Iteration 55Q: 3 clusters Score -1703746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1703757.250000 Penalty: 4728.441406
	Iteration 56Q: 3 clusters Score -1703757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1703763.000000 Penalty: 4728.441406
	Iteration 57Q: 3 clusters Score -1703763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1703777.250000 Penalty: 4728.441406
	Iteration 58Q: 3 clusters Score -1703777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1703778.500000 Penalty: 4728.441406
	Iteration 59Q: 3 clusters Score -1703778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1703787.750000 Penalty: 4728.441406
	Iteration 60F: 3 clusters Score -1703788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1703789.375000 Penalty: 4728.441406
	Iteration 61Q: 3 clusters Score -1703789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1703791.000000 Penalty: 4728.441406
	Iteration 62Q: 3 clusters Score -1703791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1703792.250000 Penalty: 4728.441406
	Iteration 63Q: 3 clusters Score -1703792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1703790.125000 Penalty: 4728.441406
	Iteration 64Q: 3 clusters Score -1703790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1703792.625000 Penalty: 4728.441406
	Iteration 65Q: 3 clusters Score -1703793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1703794.125000 Penalty: 4728.441406
	Iteration 66Q: 3 clusters Score -1703794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1703793.625000 Penalty: 4728.441406
	Iteration 67Q: 3 clusters Score -1703794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1703794.000000 Penalty: 4728.441406
	Iteration 68Q: 3 clusters Score -1703794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1703794.500000 Penalty: 4728.441406
	Iteration 69Q: 3 clusters Score -1703794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1703795.250000 Penalty: 4728.441406
	Iteration 70Q: 3 clusters Score -1703795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1703796.625000 Penalty: 4728.441406
	Iteration 71Q: 3 clusters Score -1703797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1703795.125000 Penalty: 4728.441406
	Iteration 72Q: 3 clusters Score -1703795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1703798.250000 Penalty: 4728.441406
	Iteration 73Q: 3 clusters Score -1703798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1703796.875000 Penalty: 4728.441406
	Iteration 74Q: 3 clusters Score -1703797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1703796.875000 Penalty: 4728.441406
	Iteration 75F: 3 clusters Score -1703797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Entering Unmasked Estep 
Score: -4260397.000000 Penalty: 2578.477051
	Iteration 0F: 2 clusters Score -4260397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4238094.000000 Penalty: 5156.954102
	Iteration 0F: 3 clusters Score -4238094 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4246236.500000 Penalty: 5156.954102
	Iteration 1F: 3 clusters Score -4246236 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4246703.000000 Penalty: 5156.954102
	Iteration 2Q: 3 clusters Score -4246703 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4247171.000000 Penalty: 5156.954102
	Iteration 3Q: 3 clusters Score -4247171 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4247643.000000 Penalty: 5156.954102
	Iteration 4Q: 3 clusters Score -4247643 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4248218.500000 Penalty: 5156.954102
	Iteration 5Q: 3 clusters Score -4248218 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4249088.000000 Penalty: 5156.954102
	Iteration 6Q: 3 clusters Score -4249088 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4250255.500000 Penalty: 5156.954102
	Iteration 7F: 3 clusters Score -4250256 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4251891.500000 Penalty: 5156.954102
	Iteration 8F: 3 clusters Score -4251892 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4253704.000000 Penalty: 5156.954102
	Iteration 9F: 3 clusters Score -4253704 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4255389.500000 Penalty: 5156.954102
	Iteration 10F: 3 clusters Score -4255390 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4256589.500000 Penalty: 5156.954102
	Iteration 11Q: 3 clusters Score -4256590 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4257248.000000 Penalty: 5156.954102
	Iteration 12Q: 3 clusters Score -4257248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4257622.000000 Penalty: 5156.954102
	Iteration 13Q: 3 clusters Score -4257622 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4257852.500000 Penalty: 5156.954102
	Iteration 14Q: 3 clusters Score -4257852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4257967.000000 Penalty: 5156.954102
	Iteration 15Q: 3 clusters Score -4257967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4258063.500000 Penalty: 5156.954102
	Iteration 16Q: 3 clusters Score -4258064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4258122.000000 Penalty: 5156.954102
	Iteration 17Q: 3 clusters Score -4258122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4258176.500000 Penalty: 5156.954102
	Iteration 18Q: 3 clusters Score -4258176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4258203.000000 Penalty: 5156.954102
	Iteration 19Q: 3 clusters Score -4258203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4258221.500000 Penalty: 5156.954102
	Iteration 20F: 3 clusters Score -4258222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4258249.500000 Penalty: 5156.954102
	Iteration 21Q: 3 clusters Score -4258250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4258257.500000 Penalty: 5156.954102
	Iteration 22Q: 3 clusters Score -4258258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4258263.500000 Penalty: 5156.954102
	Iteration 23Q: 3 clusters Score -4258264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4258268.000000 Penalty: 5156.954102
	Iteration 24Q: 3 clusters Score -4258268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4258273.000000 Penalty: 5156.954102
	Iteration 25Q: 3 clusters Score -4258273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4258273.500000 Penalty: 5156.954102
	Iteration 26Q: 3 clusters Score -4258274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4258276.000000 Penalty: 5156.954102
	Iteration 27Q: 3 clusters Score -4258276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4258276.000000 Penalty: 5156.954102
	Iteration 28F: 3 clusters Score -4258276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84072.203125 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84072.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84365.304688 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84365.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84542.804688 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84542.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84715.226562 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -84715.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84920.351562 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -84920.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85200.609375 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85200.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85556.507812 Penalty: 3297.896240
	Iteration 6F: 3 clusters Score -85556.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85761.085938 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -85761.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85902.992188 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -85902.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86022.781250 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86022.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86231.585938 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86231.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86358.078125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86358.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86388.601562 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86446.320312 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -86446.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86510.789062 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -86510.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86593.125000 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -86593.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86794.562500 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -86794.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86896.242188 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -86896.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86896.242188 Penalty: 3297.896240
	Iteration 18F: 3 clusters Score -86896.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173470 members 
Mstep: Class 3 contains 168683 members 
Mstep: Class 4 contains 169082 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175107 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32764 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 378 members 
Entering Unmasked Estep 
Score: -166435232.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166435872.000000 to -166435232.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173470 members 
Mstep: Class 3 contains 168683 members 
Mstep: Class 4 contains 169082 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175107 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32764 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435984.000000 Penalty: 73383.539062
Iteration 239Q: 22 clusters Score -1.66436e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173453 members 
Mstep: Class 3 contains 168698 members 
Mstep: Class 4 contains 169079 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69213 members 
Mstep: Class 8 contains 25669 members 
Mstep: Class 9 contains 174347 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175061 members 
Mstep: Class 13 contains 19576 members 
Mstep: Class 14 contains 186916 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435632.000000 Penalty: 73383.539062
Iteration 240F: 22 clusters Score -1.664356e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173454 members 
Mstep: Class 3 contains 168723 members 
Mstep: Class 4 contains 169022 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69225 members 
Mstep: Class 8 contains 25689 members 
Mstep: Class 9 contains 174339 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 175009 members 
Mstep: Class 13 contains 19576 members 
Mstep: Class 14 contains 186963 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 17 contains 59102 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 32798 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435776.000000 Penalty: 73383.539062
Iteration 241Q: 22 clusters Score -1.664358e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173466 members 
Mstep: Class 3 contains 168747 members 
Mstep: Class 4 contains 168969 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69241 members 
Mstep: Class 8 contains 25705 members 
Mstep: Class 9 contains 174351 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 174962 members 
Mstep: Class 13 contains 19577 members 
Mstep: Class 14 contains 186985 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 59099 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 13806 members 
Mstep: Class 20 contains 32809 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435776.000000 Penalty: 73383.539062
Iteration 242Q: 22 clusters Score -1.664358e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173459 members 
Mstep: Class 3 contains 168760 members 
Mstep: Class 4 contains 168935 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69258 members 
Mstep: Class 8 contains 25722 members 
Mstep: Class 9 contains 174351 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 174939 members 
Mstep: Class 13 contains 19579 members 
Mstep: Class 14 contains 186998 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 59106 members 
Mstep: Class 18 contains 30860 members 
Mstep: Class 19 contains 13799 members 
Mstep: Class 20 contains 32817 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435728.000000 Penalty: 73383.539062
Iteration 243Q: 22 clusters Score -1.664357e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173430 members 
Mstep: Class 3 contains 168780 members 
Mstep: Class 4 contains 168913 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69267 members 
Mstep: Class 8 contains 25737 members 
Mstep: Class 9 contains 174328 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 174950 members 
Mstep: Class 13 contains 19580 members 
Mstep: Class 14 contains 187031 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8449 members 
Mstep: Class 17 contains 59097 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 13792 members 
Mstep: Class 20 contains 32831 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435712.000000 Penalty: 73383.539062
Iteration 244Q: 22 clusters Score -1.664357e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173408 members 
Mstep: Class 3 contains 168784 members 
Mstep: Class 4 contains 168882 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69280 members 
Mstep: Class 8 contains 25753 members 
Mstep: Class 9 contains 174327 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 174967 members 
Mstep: Class 13 contains 19581 members 
Mstep: Class 14 contains 187048 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 59090 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13783 members 
Mstep: Class 20 contains 32841 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435536.000000 Penalty: 73383.539062
Iteration 245Q: 22 clusters Score -1.664355e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173415 members 
Mstep: Class 3 contains 168800 members 
Mstep: Class 4 contains 168843 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69292 members 
Mstep: Class 8 contains 25770 members 
Mstep: Class 9 contains 174317 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 174981 members 
Mstep: Class 13 contains 19579 members 
Mstep: Class 14 contains 187059 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 59077 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13775 members 
Mstep: Class 20 contains 32842 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435520.000000 Penalty: 73383.539062
Iteration 246Q: 22 clusters Score -1.664355e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173413 members 
Mstep: Class 3 contains 168811 members 
Mstep: Class 4 contains 168825 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69307 members 
Mstep: Class 8 contains 25784 members 
Mstep: Class 9 contains 174313 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 174992 members 
Mstep: Class 13 contains 19580 members 
Mstep: Class 14 contains 187036 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8435 members 
Mstep: Class 17 contains 59075 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 13768 members 
Mstep: Class 20 contains 32851 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435584.000000 Penalty: 73383.539062
Iteration 247Q: 22 clusters Score -1.664356e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173408 members 
Mstep: Class 3 contains 168820 members 
Mstep: Class 4 contains 168788 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69319 members 
Mstep: Class 8 contains 25801 members 
Mstep: Class 9 contains 174309 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175019 members 
Mstep: Class 13 contains 19578 members 
Mstep: Class 14 contains 187038 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8428 members 
Mstep: Class 17 contains 59068 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13761 members 
Mstep: Class 20 contains 32860 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435408.000000 Penalty: 73383.539062
Iteration 248Q: 22 clusters Score -1.664354e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173425 members 
Mstep: Class 3 contains 168830 members 
Mstep: Class 4 contains 168743 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69324 members 
Mstep: Class 8 contains 25805 members 
Mstep: Class 9 contains 174297 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175039 members 
Mstep: Class 13 contains 19585 members 
Mstep: Class 14 contains 187042 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 59068 members 
Mstep: Class 18 contains 30840 members 
Mstep: Class 19 contains 13754 members 
Mstep: Class 20 contains 32864 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435296.000000 Penalty: 73383.539062
Iteration 249Q: 22 clusters Score -1.664353e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173428 members 
Mstep: Class 3 contains 168834 members 
Mstep: Class 4 contains 168691 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69332 members 
Mstep: Class 8 contains 25809 members 
Mstep: Class 9 contains 174304 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175034 members 
Mstep: Class 13 contains 19589 members 
Mstep: Class 14 contains 187076 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8416 members 
Mstep: Class 17 contains 59068 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13755 members 
Mstep: Class 20 contains 32858 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435232.000000 Penalty: 73383.539062
Iteration 250Q: 22 clusters Score -1.664352e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173460 members 
Mstep: Class 3 contains 168848 members 
Mstep: Class 4 contains 168630 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69343 members 
Mstep: Class 8 contains 25816 members 
Mstep: Class 9 contains 174299 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175030 members 
Mstep: Class 13 contains 19589 members 
Mstep: Class 14 contains 187096 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 59059 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13750 members 
Mstep: Class 20 contains 32856 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435216.000000 Penalty: 73383.539062
Iteration 251Q: 22 clusters Score -1.664352e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173481 members 
Mstep: Class 3 contains 168867 members 
Mstep: Class 4 contains 168624 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69346 members 
Mstep: Class 8 contains 25813 members 
Mstep: Class 9 contains 174264 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175028 members 
Mstep: Class 13 contains 19590 members 
Mstep: Class 14 contains 187090 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8407 members 
Mstep: Class 17 contains 59058 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 32865 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435024.000000 Penalty: 73383.539062
Iteration 252Q: 22 clusters Score -1.66435e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173506 members 
Mstep: Class 3 contains 168876 members 
Mstep: Class 4 contains 168628 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69346 members 
Mstep: Class 8 contains 25815 members 
Mstep: Class 9 contains 174249 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175033 members 
Mstep: Class 13 contains 19592 members 
Mstep: Class 14 contains 187073 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8402 members 
Mstep: Class 17 contains 59048 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 13747 members 
Mstep: Class 20 contains 32874 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434912.000000 Penalty: 73383.539062
Iteration 253Q: 22 clusters Score -1.664349e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173507 members 
Mstep: Class 3 contains 168883 members 
Mstep: Class 4 contains 168626 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69358 members 
Mstep: Class 8 contains 25816 members 
Mstep: Class 9 contains 174234 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175067 members 
Mstep: Class 13 contains 19593 members 
Mstep: Class 14 contains 187062 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 59035 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 13740 members 
Mstep: Class 20 contains 32876 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434896.000000 Penalty: 73383.539062
Iteration 254Q: 22 clusters Score -1.664349e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173509 members 
Mstep: Class 3 contains 168885 members 
Mstep: Class 4 contains 168606 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69360 members 
Mstep: Class 8 contains 25812 members 
Mstep: Class 9 contains 174234 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 175117 members 
Mstep: Class 13 contains 19594 members 
Mstep: Class 14 contains 187039 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 59022 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 20 contains 32882 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434976.000000 Penalty: 73383.539062
Iteration 255Q: 22 clusters Score -1.66435e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173487 members 
Mstep: Class 3 contains 168890 members 
Mstep: Class 4 contains 168597 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69373 members 
Mstep: Class 8 contains 25812 members 
Mstep: Class 9 contains 174236 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175160 members 
Mstep: Class 13 contains 19598 members 
Mstep: Class 14 contains 187021 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8395 members 
Mstep: Class 17 contains 59006 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 32888 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434832.000000 Penalty: 73383.539062
Iteration 256Q: 22 clusters Score -1.664348e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173502 members 
Mstep: Class 3 contains 168890 members 
Mstep: Class 4 contains 168597 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69377 members 
Mstep: Class 8 contains 25811 members 
Mstep: Class 9 contains 174250 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175151 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 187005 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58992 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 32893 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434832.000000 Penalty: 73383.539062
Iteration 257Q: 22 clusters Score -1.664348e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173534 members 
Mstep: Class 3 contains 168901 members 
Mstep: Class 4 contains 168581 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69378 members 
Mstep: Class 8 contains 25812 members 
Mstep: Class 9 contains 174259 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175128 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 186998 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58979 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 32895 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434784.000000 Penalty: 73383.539062
Iteration 258Q: 22 clusters Score -1.664348e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173589 members 
Mstep: Class 3 contains 168910 members 
Mstep: Class 4 contains 168569 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69379 members 
Mstep: Class 8 contains 25823 members 
Mstep: Class 9 contains 174246 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175118 members 
Mstep: Class 13 contains 19608 members 
Mstep: Class 14 contains 186981 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58954 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 13726 members 
Mstep: Class 20 contains 32896 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434688.000000 Penalty: 73383.539062
Iteration 259Q: 22 clusters Score -1.664347e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173639 members 
Mstep: Class 3 contains 168915 members 
Mstep: Class 4 contains 168555 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69375 members 
Mstep: Class 8 contains 25823 members 
Mstep: Class 9 contains 174231 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175104 members 
Mstep: Class 13 contains 19611 members 
Mstep: Class 14 contains 186974 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58940 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 32904 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434720.000000 Penalty: 73383.539062
Iteration 260F: 22 clusters Score -1.664347e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173677 members 
Mstep: Class 3 contains 168935 members 
Mstep: Class 4 contains 168546 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69370 members 
Mstep: Class 8 contains 25829 members 
Mstep: Class 9 contains 174222 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175083 members 
Mstep: Class 13 contains 19613 members 
Mstep: Class 14 contains 186954 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 13728 members 
Mstep: Class 20 contains 32905 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434784.000000 Penalty: 73383.539062
Iteration 261Q: 22 clusters Score -1.664348e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173734 members 
Mstep: Class 3 contains 168949 members 
Mstep: Class 4 contains 168541 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69364 members 
Mstep: Class 8 contains 25830 members 
Mstep: Class 9 contains 174207 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175072 members 
Mstep: Class 13 contains 19615 members 
Mstep: Class 14 contains 186924 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 58927 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13729 members 
Mstep: Class 20 contains 32906 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434896.000000 Penalty: 73383.539062
Iteration 262Q: 22 clusters Score -1.664349e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173783 members 
Mstep: Class 3 contains 168968 members 
Mstep: Class 4 contains 168551 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69356 members 
Mstep: Class 8 contains 25828 members 
Mstep: Class 9 contains 174211 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175037 members 
Mstep: Class 13 contains 19617 members 
Mstep: Class 14 contains 186884 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 58923 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 32911 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435040.000000 Penalty: 73383.539062
Iteration 263Q: 22 clusters Score -1.66435e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173837 members 
Mstep: Class 3 contains 168977 members 
Mstep: Class 4 contains 168560 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69352 members 
Mstep: Class 8 contains 25824 members 
Mstep: Class 9 contains 174223 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174996 members 
Mstep: Class 13 contains 19620 members 
Mstep: Class 14 contains 186854 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 58913 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 32912 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434928.000000 Penalty: 73383.539062
Iteration 264Q: 22 clusters Score -1.664349e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173836 members 
Mstep: Class 3 contains 168989 members 
Mstep: Class 4 contains 168580 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69354 members 
Mstep: Class 8 contains 25823 members 
Mstep: Class 9 contains 174243 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174982 members 
Mstep: Class 13 contains 19623 members 
Mstep: Class 14 contains 186790 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8388 members 
Mstep: Class 17 contains 58926 members 
Mstep: Class 18 contains 30860 members 
Mstep: Class 19 contains 13724 members 
Mstep: Class 20 contains 32920 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435248.000000 Penalty: 73383.539062
Iteration 265Q: 22 clusters Score -1.664352e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173834 members 
Mstep: Class 3 contains 169012 members 
Mstep: Class 4 contains 168574 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69362 members 
Mstep: Class 8 contains 25828 members 
Mstep: Class 9 contains 174257 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174991 members 
Mstep: Class 13 contains 19626 members 
Mstep: Class 14 contains 186734 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8385 members 
Mstep: Class 17 contains 58920 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 32938 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435440.000000 Penalty: 73383.539062
Iteration 266Q: 22 clusters Score -1.664354e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173840 members 
Mstep: Class 3 contains 169035 members 
Mstep: Class 4 contains 168574 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69359 members 
Mstep: Class 8 contains 25836 members 
Mstep: Class 9 contains 174251 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175010 members 
Mstep: Class 13 contains 19632 members 
Mstep: Class 14 contains 186693 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 58908 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 13713 members 
Mstep: Class 20 contains 32946 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435232.000000 Penalty: 73383.539062
Iteration 267Q: 22 clusters Score -1.664352e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173847 members 
Mstep: Class 3 contains 169053 members 
Mstep: Class 4 contains 168568 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69354 members 
Mstep: Class 8 contains 25855 members 
Mstep: Class 9 contains 174256 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174993 members 
Mstep: Class 13 contains 19643 members 
Mstep: Class 14 contains 186660 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 58901 members 
Mstep: Class 18 contains 30866 members 
Mstep: Class 19 contains 13711 members 
Mstep: Class 20 contains 32951 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435248.000000 Penalty: 73383.539062
Iteration 268Q: 22 clusters Score -1.664352e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173846 members 
Mstep: Class 3 contains 169097 members 
Mstep: Class 4 contains 168557 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69348 members 
Mstep: Class 8 contains 25870 members 
Mstep: Class 9 contains 174235 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174974 members 
Mstep: Class 13 contains 19651 members 
Mstep: Class 14 contains 186652 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 58900 members 
Mstep: Class 18 contains 30864 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 32956 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435472.000000 Penalty: 73383.539062
Iteration 269Q: 22 clusters Score -1.664355e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173864 members 
Mstep: Class 3 contains 169129 members 
Mstep: Class 4 contains 168554 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69352 members 
Mstep: Class 8 contains 25879 members 
Mstep: Class 9 contains 174223 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174965 members 
Mstep: Class 13 contains 19657 members 
Mstep: Class 14 contains 186623 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 30860 members 
Mstep: Class 19 contains 13709 members 
Mstep: Class 20 contains 32963 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435488.000000 Penalty: 73383.539062
Iteration 270Q: 22 clusters Score -1.664355e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173866 members 
Mstep: Class 3 contains 169158 members 
Mstep: Class 4 contains 168546 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69359 members 
Mstep: Class 8 contains 25885 members 
Mstep: Class 9 contains 174204 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174974 members 
Mstep: Class 13 contains 19666 members 
Mstep: Class 14 contains 186599 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 58876 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13704 members 
Mstep: Class 20 contains 32975 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435648.000000 Penalty: 73383.539062
Iteration 271Q: 22 clusters Score -1.664356e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173881 members 
Mstep: Class 3 contains 169179 members 
Mstep: Class 4 contains 168508 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69362 members 
Mstep: Class 8 contains 25892 members 
Mstep: Class 9 contains 174191 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174985 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 186589 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 17 contains 58872 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13704 members 
Mstep: Class 20 contains 32987 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435616.000000 Penalty: 73383.539062
Iteration 272Q: 22 clusters Score -1.664356e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173905 members 
Mstep: Class 3 contains 169202 members 
Mstep: Class 4 contains 168467 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69360 members 
Mstep: Class 8 contains 25897 members 
Mstep: Class 9 contains 174192 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174980 members 
Mstep: Class 13 contains 19681 members 
Mstep: Class 14 contains 186567 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 8363 members 
Mstep: Class 17 contains 58866 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 32999 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435600.000000 Penalty: 73383.539062
Iteration 273Q: 22 clusters Score -1.664356e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173933 members 
Mstep: Class 3 contains 169215 members 
Mstep: Class 4 contains 168423 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69366 members 
Mstep: Class 8 contains 25900 members 
Mstep: Class 9 contains 174201 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174975 members 
Mstep: Class 13 contains 19684 members 
Mstep: Class 14 contains 186551 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 58853 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 13711 members 
Mstep: Class 20 contains 33010 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435824.000000 Penalty: 73383.539062
Iteration 274Q: 22 clusters Score -1.664358e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173977 members 
Mstep: Class 3 contains 169239 members 
Mstep: Class 4 contains 168411 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69368 members 
Mstep: Class 8 contains 25909 members 
Mstep: Class 9 contains 174187 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174962 members 
Mstep: Class 13 contains 19684 members 
Mstep: Class 14 contains 186531 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 58839 members 
Mstep: Class 18 contains 30858 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 33012 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435936.000000 Penalty: 73383.539062
Iteration 275Q: 22 clusters Score -1.664359e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173992 members 
Mstep: Class 3 contains 169261 members 
Mstep: Class 4 contains 168391 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69368 members 
Mstep: Class 8 contains 25917 members 
Mstep: Class 9 contains 174169 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174987 members 
Mstep: Class 13 contains 19687 members 
Mstep: Class 14 contains 186523 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8350 members 
Mstep: Class 17 contains 58818 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 33016 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436080.000000 Penalty: 73383.539062
Iteration 276Q: 22 clusters Score -1.664361e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173994 members 
Mstep: Class 3 contains 169290 members 
Mstep: Class 4 contains 168370 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69368 members 
Mstep: Class 8 contains 25920 members 
Mstep: Class 9 contains 174147 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175002 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186523 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 58808 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 20 contains 33025 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436080.000000 Penalty: 73383.539062
Iteration 277Q: 22 clusters Score -1.664361e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173989 members 
Mstep: Class 3 contains 169315 members 
Mstep: Class 4 contains 168351 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69367 members 
Mstep: Class 8 contains 25931 members 
Mstep: Class 9 contains 174142 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 175007 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 58801 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13706 members 
Mstep: Class 20 contains 33029 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436240.000000 Penalty: 73383.539062
Iteration 278Q: 22 clusters Score -1.664362e+08 nChanged 523
Entering ConstructFrom: 
Score: -166436240.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113816.031250 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114358.375000 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114358.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114828.390625 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114828.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115372.460938 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -115372.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115946.812500 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -115946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116333.929688 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -116333.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116863.351562 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -116863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117478.101562 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -117478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117553.351562 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -117553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117553.351562 Penalty: 3464.878418
	Iteration 9F: 3 clusters Score -117553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 173998 members 
Mstep: Class 3 contains 169343 members 
Mstep: Class 4 contains 168341 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69363 members 
Mstep: Class 8 contains 25940 members 
Mstep: Class 9 contains 174136 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174996 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 58785 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 33034 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 561 members 
Entering Unmasked Estep 
Score: -166436160.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166436240.000000 to -166436160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Entering Unmasked Estep 
Score: -22566752.000000 Penalty: 2992.566162
	Iteration 0F: 2 clusters Score -2.256675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -22453674.000000 Penalty: 5985.132324
	Iteration 0F: 3 clusters Score -2.245367e+07 nChanged 83297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -22502290.000000 Penalty: 5985.132324
	Iteration 1F: 3 clusters Score -2.250229e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -22503492.000000 Penalty: 5985.132324
	Iteration 2Q: 3 clusters Score -2.250349e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -22504974.000000 Penalty: 5985.132324
	Iteration 3Q: 3 clusters Score -2.250497e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -22507180.000000 Penalty: 5985.132324
	Iteration 4Q: 3 clusters Score -2.250718e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -22510110.000000 Penalty: 5985.132324
	Iteration 5Q: 3 clusters Score -2.251011e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -22514538.000000 Penalty: 5985.132324
	Iteration 6F: 3 clusters Score -2.251454e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -22520968.000000 Penalty: 5985.132324
	Iteration 7F: 3 clusters Score -2.252097e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -22530014.000000 Penalty: 5985.132324
	Iteration 8F: 3 clusters Score -2.253001e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -22540176.000000 Penalty: 5985.132324
	Iteration 9F: 3 clusters Score -2.254018e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -22548546.000000 Penalty: 5985.132324
	Iteration 10F: 3 clusters Score -2.254855e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148192 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -22553896.000000 Penalty: 5985.132324
	Iteration 11Q: 3 clusters Score -2.25539e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -22556940.000000 Penalty: 5985.132324
	Iteration 12Q: 3 clusters Score -2.255694e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -22558690.000000 Penalty: 5985.132324
	Iteration 13Q: 3 clusters Score -2.255869e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -22559950.000000 Penalty: 5985.132324
	Iteration 14Q: 3 clusters Score -2.255995e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -22560918.000000 Penalty: 5985.132324
	Iteration 15Q: 3 clusters Score -2.256092e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -22561802.000000 Penalty: 5985.132324
	Iteration 16Q: 3 clusters Score -2.25618e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -22562624.000000 Penalty: 5985.132324
	Iteration 17Q: 3 clusters Score -2.256262e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -22563118.000000 Penalty: 5985.132324
	Iteration 18Q: 3 clusters Score -2.256312e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -22563646.000000 Penalty: 5985.132324
	Iteration 19Q: 3 clusters Score -2.256365e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -22563934.000000 Penalty: 5985.132324
	Iteration 20F: 3 clusters Score -2.256393e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -22564144.000000 Penalty: 5985.132324
	Iteration 21Q: 3 clusters Score -2.256414e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -22564220.000000 Penalty: 5985.132324
	Iteration 22Q: 3 clusters Score -2.256422e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -22564342.000000 Penalty: 5985.132324
	Iteration 23Q: 3 clusters Score -2.256434e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -22564344.000000 Penalty: 5985.132324
	Iteration 24Q: 3 clusters Score -2.256434e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -22564376.000000 Penalty: 5985.132324
	Iteration 25Q: 3 clusters Score -2.256438e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171531 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22564336.000000 Penalty: 5985.132324
	Iteration 26Q: 3 clusters Score -2.256434e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171789 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -22564416.000000 Penalty: 5985.132324
	Iteration 27Q: 3 clusters Score -2.256442e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171963 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22564394.000000 Penalty: 5985.132324
	Iteration 28Q: 3 clusters Score -2.256439e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22564428.000000 Penalty: 5985.132324
	Iteration 29Q: 3 clusters Score -2.256443e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22564398.000000 Penalty: 5985.132324
	Iteration 30Q: 3 clusters Score -2.25644e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22564424.000000 Penalty: 5985.132324
	Iteration 31Q: 3 clusters Score -2.256442e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172403 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22564424.000000 Penalty: 5985.132324
	Iteration 32Q: 3 clusters Score -2.256442e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -22564402.000000 Penalty: 5985.132324
	Iteration 33Q: 3 clusters Score -2.25644e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22564410.000000 Penalty: 5985.132324
	Iteration 34Q: 3 clusters Score -2.256441e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22564420.000000 Penalty: 5985.132324
	Iteration 35Q: 3 clusters Score -2.256442e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22564448.000000 Penalty: 5985.132324
	Iteration 36Q: 3 clusters Score -2.256445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22564494.000000 Penalty: 5985.132324
	Iteration 37Q: 3 clusters Score -2.256449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22564464.000000 Penalty: 5985.132324
	Iteration 38Q: 3 clusters Score -2.256446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172758 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22564446.000000 Penalty: 5985.132324
	Iteration 39Q: 3 clusters Score -2.256445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22564446.000000 Penalty: 5985.132324
	Iteration 40F: 3 clusters Score -2.256445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -22564466.000000 Penalty: 5985.132324
	Iteration 41Q: 3 clusters Score -2.256447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172817 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22564456.000000 Penalty: 5985.132324
	Iteration 42Q: 3 clusters Score -2.256446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172830 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22564464.000000 Penalty: 5985.132324
	Iteration 43Q: 3 clusters Score -2.256446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172843 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22564444.000000 Penalty: 5985.132324
	Iteration 44Q: 3 clusters Score -2.256444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22564434.000000 Penalty: 5985.132324
	Iteration 45Q: 3 clusters Score -2.256443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172873 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22564468.000000 Penalty: 5985.132324
	Iteration 46Q: 3 clusters Score -2.256447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172886 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22564476.000000 Penalty: 5985.132324
	Iteration 47Q: 3 clusters Score -2.256448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -22564496.000000 Penalty: 5985.132324
	Iteration 48Q: 3 clusters Score -2.25645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172904 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22564506.000000 Penalty: 5985.132324
	Iteration 49Q: 3 clusters Score -2.256451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22564490.000000 Penalty: 5985.132324
	Iteration 50Q: 3 clusters Score -2.256449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22564492.000000 Penalty: 5985.132324
	Iteration 51Q: 3 clusters Score -2.256449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22564478.000000 Penalty: 5985.132324
	Iteration 52Q: 3 clusters Score -2.256448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172916 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22564490.000000 Penalty: 5985.132324
	Iteration 53Q: 3 clusters Score -2.256449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22564484.000000 Penalty: 5985.132324
	Iteration 54Q: 3 clusters Score -2.256448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172920 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22564496.000000 Penalty: 5985.132324
	Iteration 55Q: 3 clusters Score -2.25645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172923 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -22564480.000000 Penalty: 5985.132324
	Iteration 56Q: 3 clusters Score -2.256448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22564468.000000 Penalty: 5985.132324
	Iteration 57Q: 3 clusters Score -2.256447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172928 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22564466.000000 Penalty: 5985.132324
	Iteration 58Q: 3 clusters Score -2.256447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22564470.000000 Penalty: 5985.132324
	Iteration 59Q: 3 clusters Score -2.256447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22564482.000000 Penalty: 5985.132324
	Iteration 60F: 3 clusters Score -2.256448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22564470.000000 Penalty: 5985.132324
	Iteration 61Q: 3 clusters Score -2.256447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22564484.000000 Penalty: 5985.132324
	Iteration 62Q: 3 clusters Score -2.256448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22564492.000000 Penalty: 5985.132324
	Iteration 63Q: 3 clusters Score -2.256449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172946 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22564492.000000 Penalty: 5985.132324
	Iteration 64Q: 3 clusters Score -2.256449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172949 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22564494.000000 Penalty: 5985.132324
	Iteration 65Q: 3 clusters Score -2.256449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172951 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22564494.000000 Penalty: 5985.132324
	Iteration 66Q: 3 clusters Score -2.256449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172951 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22564494.000000 Penalty: 5985.132324
	Iteration 67F: 3 clusters Score -2.256449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169343 members 
Entering Unmasked Estep 
Score: -21967214.000000 Penalty: 2985.841064
	Iteration 0F: 2 clusters Score -2.196721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -21856844.000000 Penalty: 5971.682129
	Iteration 0F: 3 clusters Score -2.185684e+07 nChanged 81159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -21905372.000000 Penalty: 5971.682129
	Iteration 1F: 3 clusters Score -2.190537e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -21908224.000000 Penalty: 5971.682129
	Iteration 2Q: 3 clusters Score -2.190822e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -21913768.000000 Penalty: 5971.682129
	Iteration 3F: 3 clusters Score -2.191377e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -21923748.000000 Penalty: 5971.682129
	Iteration 4F: 3 clusters Score -2.192375e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -21937506.000000 Penalty: 5971.682129
	Iteration 5F: 3 clusters Score -2.193751e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -21950924.000000 Penalty: 5971.682129
	Iteration 6F: 3 clusters Score -2.195092e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161682 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -21958968.000000 Penalty: 5971.682129
	Iteration 7Q: 3 clusters Score -2.195897e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -21962428.000000 Penalty: 5971.682129
	Iteration 8Q: 3 clusters Score -2.196243e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21963696.000000 Penalty: 5971.682129
	Iteration 9Q: 3 clusters Score -2.19637e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21964164.000000 Penalty: 5971.682129
	Iteration 10Q: 3 clusters Score -2.196416e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21964462.000000 Penalty: 5971.682129
	Iteration 11Q: 3 clusters Score -2.196446e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168540 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21964594.000000 Penalty: 5971.682129
	Iteration 12Q: 3 clusters Score -2.196459e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21964702.000000 Penalty: 5971.682129
	Iteration 13Q: 3 clusters Score -2.19647e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21964750.000000 Penalty: 5971.682129
	Iteration 14Q: 3 clusters Score -2.196475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21964786.000000 Penalty: 5971.682129
	Iteration 15Q: 3 clusters Score -2.196479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21964822.000000 Penalty: 5971.682129
	Iteration 16Q: 3 clusters Score -2.196482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21964812.000000 Penalty: 5971.682129
	Iteration 17Q: 3 clusters Score -2.196481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21964830.000000 Penalty: 5971.682129
	Iteration 18Q: 3 clusters Score -2.196483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21964822.000000 Penalty: 5971.682129
	Iteration 19Q: 3 clusters Score -2.196482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21964846.000000 Penalty: 5971.682129
	Iteration 20F: 3 clusters Score -2.196485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21964856.000000 Penalty: 5971.682129
	Iteration 21Q: 3 clusters Score -2.196486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21964874.000000 Penalty: 5971.682129
	Iteration 22Q: 3 clusters Score -2.196487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21964876.000000 Penalty: 5971.682129
	Iteration 23Q: 3 clusters Score -2.196488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21964888.000000 Penalty: 5971.682129
	Iteration 24Q: 3 clusters Score -2.196489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21964890.000000 Penalty: 5971.682129
	Iteration 25Q: 3 clusters Score -2.196489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21964892.000000 Penalty: 5971.682129
	Iteration 26Q: 3 clusters Score -2.196489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21964904.000000 Penalty: 5971.682129
	Iteration 27Q: 3 clusters Score -2.19649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21964908.000000 Penalty: 5971.682129
	Iteration 28Q: 3 clusters Score -2.196491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21964900.000000 Penalty: 5971.682129
	Iteration 29Q: 3 clusters Score -2.19649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21964908.000000 Penalty: 5971.682129
	Iteration 30Q: 3 clusters Score -2.196491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21964908.000000 Penalty: 5971.682129
	Iteration 31F: 3 clusters Score -2.196491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Entering Unmasked Estep 
Score: -21610182.000000 Penalty: 2984.369141
	Iteration 0F: 2 clusters Score -2.161018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -21498710.000000 Penalty: 5968.738281
	Iteration 0F: 3 clusters Score -2.149871e+07 nChanged 80644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -21546572.000000 Penalty: 5968.738281
	Iteration 1F: 3 clusters Score -2.154657e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -21548590.000000 Penalty: 5968.738281
	Iteration 2Q: 3 clusters Score -2.154859e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -21551936.000000 Penalty: 5968.738281
	Iteration 3Q: 3 clusters Score -2.155194e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -21558128.000000 Penalty: 5968.738281
	Iteration 4F: 3 clusters Score -2.155813e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -21567744.000000 Penalty: 5968.738281
	Iteration 5F: 3 clusters Score -2.156774e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -21580506.000000 Penalty: 5968.738281
	Iteration 6F: 3 clusters Score -2.158051e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -21592754.000000 Penalty: 5968.738281
	Iteration 7F: 3 clusters Score -2.159275e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -21599826.000000 Penalty: 5968.738281
	Iteration 8Q: 3 clusters Score -2.159983e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -21602446.000000 Penalty: 5968.738281
	Iteration 9Q: 3 clusters Score -2.160245e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -21603486.000000 Penalty: 5968.738281
	Iteration 10Q: 3 clusters Score -2.160349e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -21604582.000000 Penalty: 5968.738281
	Iteration 11Q: 3 clusters Score -2.160458e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -21605366.000000 Penalty: 5968.738281
	Iteration 12Q: 3 clusters Score -2.160537e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -21606044.000000 Penalty: 5968.738281
	Iteration 13Q: 3 clusters Score -2.160604e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -21606682.000000 Penalty: 5968.738281
	Iteration 14Q: 3 clusters Score -2.160668e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -21607238.000000 Penalty: 5968.738281
	Iteration 15Q: 3 clusters Score -2.160724e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -21607754.000000 Penalty: 5968.738281
	Iteration 16Q: 3 clusters Score -2.160775e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150342 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -21608188.000000 Penalty: 5968.738281
	Iteration 17Q: 3 clusters Score -2.160819e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -21608472.000000 Penalty: 5968.738281
	Iteration 18Q: 3 clusters Score -2.160847e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -21608748.000000 Penalty: 5968.738281
	Iteration 19Q: 3 clusters Score -2.160875e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -21609038.000000 Penalty: 5968.738281
	Iteration 20F: 3 clusters Score -2.160904e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -21609336.000000 Penalty: 5968.738281
	Iteration 21Q: 3 clusters Score -2.160934e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -21609588.000000 Penalty: 5968.738281
	Iteration 22Q: 3 clusters Score -2.160959e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155874 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -21609730.000000 Penalty: 5968.738281
	Iteration 23Q: 3 clusters Score -2.160973e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -21609774.000000 Penalty: 5968.738281
	Iteration 24Q: 3 clusters Score -2.160977e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -21609866.000000 Penalty: 5968.738281
	Iteration 25Q: 3 clusters Score -2.160987e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -21610038.000000 Penalty: 5968.738281
	Iteration 26Q: 3 clusters Score -2.161004e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158432 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -21610138.000000 Penalty: 5968.738281
	Iteration 27Q: 3 clusters Score -2.161014e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -21610132.000000 Penalty: 5968.738281
	Iteration 28Q: 3 clusters Score -2.161013e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -21610252.000000 Penalty: 5968.738281
	Iteration 29Q: 3 clusters Score -2.161025e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -21610258.000000 Penalty: 5968.738281
	Iteration 30Q: 3 clusters Score -2.161026e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -21610274.000000 Penalty: 5968.738281
	Iteration 31Q: 3 clusters Score -2.161027e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160852 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -21610256.000000 Penalty: 5968.738281
	Iteration 32Q: 3 clusters Score -2.161026e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -21610286.000000 Penalty: 5968.738281
	Iteration 33Q: 3 clusters Score -2.161029e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -21610270.000000 Penalty: 5968.738281
	Iteration 34Q: 3 clusters Score -2.161027e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161907 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -21610318.000000 Penalty: 5968.738281
	Iteration 35Q: 3 clusters Score -2.161032e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -21610248.000000 Penalty: 5968.738281
	Iteration 36Q: 3 clusters Score -2.161025e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162376 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -21610176.000000 Penalty: 5968.738281
	Iteration 37Q: 3 clusters Score -2.161018e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162631 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -21610118.000000 Penalty: 5968.738281
	Iteration 38Q: 3 clusters Score -2.161012e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -21610066.000000 Penalty: 5968.738281
	Iteration 39Q: 3 clusters Score -2.161007e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -21610026.000000 Penalty: 5968.738281
	Iteration 40F: 3 clusters Score -2.161003e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -21610042.000000 Penalty: 5968.738281
	Iteration 41Q: 3 clusters Score -2.161004e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -21609938.000000 Penalty: 5968.738281
	Iteration 42Q: 3 clusters Score -2.160994e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -21609886.000000 Penalty: 5968.738281
	Iteration 43Q: 3 clusters Score -2.160989e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -21609816.000000 Penalty: 5968.738281
	Iteration 44Q: 3 clusters Score -2.160982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -21609788.000000 Penalty: 5968.738281
	Iteration 45Q: 3 clusters Score -2.160979e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21609728.000000 Penalty: 5968.738281
	Iteration 46Q: 3 clusters Score -2.160973e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -21609712.000000 Penalty: 5968.738281
	Iteration 47Q: 3 clusters Score -2.160971e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -21609700.000000 Penalty: 5968.738281
	Iteration 48Q: 3 clusters Score -2.16097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21609704.000000 Penalty: 5968.738281
	Iteration 49Q: 3 clusters Score -2.16097e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -21609666.000000 Penalty: 5968.738281
	Iteration 50Q: 3 clusters Score -2.160967e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -21609670.000000 Penalty: 5968.738281
	Iteration 51Q: 3 clusters Score -2.160967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -21609636.000000 Penalty: 5968.738281
	Iteration 52Q: 3 clusters Score -2.160964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21609610.000000 Penalty: 5968.738281
	Iteration 53Q: 3 clusters Score -2.160961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -21609626.000000 Penalty: 5968.738281
	Iteration 54Q: 3 clusters Score -2.160963e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -21609616.000000 Penalty: 5968.738281
	Iteration 55Q: 3 clusters Score -2.160962e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -21609596.000000 Penalty: 5968.738281
	Iteration 56Q: 3 clusters Score -2.16096e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21609582.000000 Penalty: 5968.738281
	Iteration 57Q: 3 clusters Score -2.160958e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -21609562.000000 Penalty: 5968.738281
	Iteration 58Q: 3 clusters Score -2.160956e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164815 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -21609580.000000 Penalty: 5968.738281
	Iteration 59Q: 3 clusters Score -2.160958e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -21609568.000000 Penalty: 5968.738281
	Iteration 60F: 3 clusters Score -2.160957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -21609552.000000 Penalty: 5968.738281
	Iteration 61Q: 3 clusters Score -2.160955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164988 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -21609548.000000 Penalty: 5968.738281
	Iteration 62Q: 3 clusters Score -2.160955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -21609540.000000 Penalty: 5968.738281
	Iteration 63Q: 3 clusters Score -2.160954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21609514.000000 Penalty: 5968.738281
	Iteration 64Q: 3 clusters Score -2.160951e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21609508.000000 Penalty: 5968.738281
	Iteration 65Q: 3 clusters Score -2.160951e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -21609496.000000 Penalty: 5968.738281
	Iteration 66Q: 3 clusters Score -2.16095e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21609460.000000 Penalty: 5968.738281
	Iteration 67Q: 3 clusters Score -2.160946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21609458.000000 Penalty: 5968.738281
	Iteration 68Q: 3 clusters Score -2.160946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -21609466.000000 Penalty: 5968.738281
	Iteration 69Q: 3 clusters Score -2.160947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21609462.000000 Penalty: 5968.738281
	Iteration 70Q: 3 clusters Score -2.160946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21609486.000000 Penalty: 5968.738281
	Iteration 71Q: 3 clusters Score -2.160949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165400 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21609494.000000 Penalty: 5968.738281
	Iteration 72Q: 3 clusters Score -2.160949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21609488.000000 Penalty: 5968.738281
	Iteration 73Q: 3 clusters Score -2.160949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -21609466.000000 Penalty: 5968.738281
	Iteration 74Q: 3 clusters Score -2.160947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165454 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -21609456.000000 Penalty: 5968.738281
	Iteration 75Q: 3 clusters Score -2.160946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21609452.000000 Penalty: 5968.738281
	Iteration 76Q: 3 clusters Score -2.160945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -21609458.000000 Penalty: 5968.738281
	Iteration 77Q: 3 clusters Score -2.160946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -21609444.000000 Penalty: 5968.738281
	Iteration 78Q: 3 clusters Score -2.160944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -21609422.000000 Penalty: 5968.738281
	Iteration 79Q: 3 clusters Score -2.160942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21609438.000000 Penalty: 5968.738281
	Iteration 80F: 3 clusters Score -2.160944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21609448.000000 Penalty: 5968.738281
	Iteration 81Q: 3 clusters Score -2.160945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -21609432.000000 Penalty: 5968.738281
	Iteration 82Q: 3 clusters Score -2.160943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21609440.000000 Penalty: 5968.738281
	Iteration 83Q: 3 clusters Score -2.160944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165589 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21609434.000000 Penalty: 5968.738281
	Iteration 84Q: 3 clusters Score -2.160943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -21609444.000000 Penalty: 5968.738281
	Iteration 85Q: 3 clusters Score -2.160944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -21609442.000000 Penalty: 5968.738281
	Iteration 86Q: 3 clusters Score -2.160944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21609422.000000 Penalty: 5968.738281
	Iteration 87Q: 3 clusters Score -2.160942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21609422.000000 Penalty: 5968.738281
	Iteration 88Q: 3 clusters Score -2.160942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -21609408.000000 Penalty: 5968.738281
	Iteration 89Q: 3 clusters Score -2.160941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21609408.000000 Penalty: 5968.738281
	Iteration 90Q: 3 clusters Score -2.160941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21609414.000000 Penalty: 5968.738281
	Iteration 91Q: 3 clusters Score -2.160941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21609412.000000 Penalty: 5968.738281
	Iteration 92Q: 3 clusters Score -2.160941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21609410.000000 Penalty: 5968.738281
	Iteration 93Q: 3 clusters Score -2.160941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -21609408.000000 Penalty: 5968.738281
	Iteration 94Q: 3 clusters Score -2.160941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21609424.000000 Penalty: 5968.738281
	Iteration 95Q: 3 clusters Score -2.160942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -21609422.000000 Penalty: 5968.738281
	Iteration 96Q: 3 clusters Score -2.160942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -21609404.000000 Penalty: 5968.738281
	Iteration 97Q: 3 clusters Score -2.16094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165667 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21609404.000000 Penalty: 5968.738281
	Iteration 98Q: 3 clusters Score -2.16094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21609394.000000 Penalty: 5968.738281
	Iteration 99Q: 3 clusters Score -2.160939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -21609398.000000 Penalty: 5968.738281
	Iteration 100F: 3 clusters Score -2.16094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21609398.000000 Penalty: 5968.738281
	Iteration 101Q: 3 clusters Score -2.16094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -21609390.000000 Penalty: 5968.738281
	Iteration 102Q: 3 clusters Score -2.160939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21609378.000000 Penalty: 5968.738281
	Iteration 103Q: 3 clusters Score -2.160938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -21609364.000000 Penalty: 5968.738281
	Iteration 104Q: 3 clusters Score -2.160936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21609370.000000 Penalty: 5968.738281
	Iteration 105Q: 3 clusters Score -2.160937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -21609380.000000 Penalty: 5968.738281
	Iteration 106Q: 3 clusters Score -2.160938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21609372.000000 Penalty: 5968.738281
	Iteration 107Q: 3 clusters Score -2.160937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21609362.000000 Penalty: 5968.738281
	Iteration 108Q: 3 clusters Score -2.160936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21609358.000000 Penalty: 5968.738281
	Iteration 109Q: 3 clusters Score -2.160936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21609364.000000 Penalty: 5968.738281
	Iteration 110Q: 3 clusters Score -2.160936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165778 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -21609366.000000 Penalty: 5968.738281
	Iteration 111Q: 3 clusters Score -2.160937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165782 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21609362.000000 Penalty: 5968.738281
	Iteration 112Q: 3 clusters Score -2.160936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21609356.000000 Penalty: 5968.738281
	Iteration 113Q: 3 clusters Score -2.160936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21609356.000000 Penalty: 5968.738281
	Iteration 114Q: 3 clusters Score -2.160936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21609358.000000 Penalty: 5968.738281
	Iteration 115Q: 3 clusters Score -2.160936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165803 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21609342.000000 Penalty: 5968.738281
	Iteration 116Q: 3 clusters Score -2.160934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21609342.000000 Penalty: 5968.738281
	Iteration 117Q: 3 clusters Score -2.160934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21609352.000000 Penalty: 5968.738281
	Iteration 118Q: 3 clusters Score -2.160935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21609352.000000 Penalty: 5968.738281
	Iteration 119F: 3 clusters Score -2.160935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -146212.609375 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -146212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144149.125000 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -144149.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144571.953125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -144572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144849.843750 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -144849.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145116.953125 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -145117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145294.328125 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -145294.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145399.187500 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -145399.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145441.562500 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -145441.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145468.875000 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -145468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -145494.421875 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -145494.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -145511.640625 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -145511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145515.125000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -145515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -145519.859375 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -145519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -145520.921875 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -145520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145522.203125 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -145522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145524.359375 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -145524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -145525.187500 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -145525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -145525.187500 Penalty: 3523.655518
	Iteration 16F: 3 clusters Score -145525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60486.542969 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60486.54 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60831.031250 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60831.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61184.160156 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61184.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61523.589844 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61523.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61728.195312 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -61728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61814.679688 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61814.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -61864.339844 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61864.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -61893.464844 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -61893.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61904.808594 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61904.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61917.253906 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61917.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61935.394531 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -61935.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61938.957031 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -61938.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61938.957031 Penalty: 3197.863525
	Iteration 12F: 3 clusters Score -61938.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Entering Unmasked Estep 
Score: -8676645.000000 Penalty: 2764.483154
	Iteration 0F: 2 clusters Score -8676645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -8630415.000000 Penalty: 5528.966309
	Iteration 0F: 3 clusters Score -8630415 nChanged 32302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8648333.000000 Penalty: 5528.966309
	Iteration 1F: 3 clusters Score -8648333 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -8648840.000000 Penalty: 5528.966309
	Iteration 2Q: 3 clusters Score -8648840 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -8649354.000000 Penalty: 5528.966309
	Iteration 3Q: 3 clusters Score -8649354 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -8649846.000000 Penalty: 5528.966309
	Iteration 4Q: 3 clusters Score -8649846 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -8650471.000000 Penalty: 5528.966309
	Iteration 5Q: 3 clusters Score -8650471 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8651256.000000 Penalty: 5528.966309
	Iteration 6Q: 3 clusters Score -8651256 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8652291.000000 Penalty: 5528.966309
	Iteration 7Q: 3 clusters Score -8652291 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8653649.000000 Penalty: 5528.966309
	Iteration 8Q: 3 clusters Score -8653649 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8655491.000000 Penalty: 5528.966309
	Iteration 9F: 3 clusters Score -8655491 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -8657974.000000 Penalty: 5528.966309
	Iteration 10F: 3 clusters Score -8657974 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -8660888.000000 Penalty: 5528.966309
	Iteration 11F: 3 clusters Score -8660888 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -8664338.000000 Penalty: 5528.966309
	Iteration 12F: 3 clusters Score -8664338 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -8667884.000000 Penalty: 5528.966309
	Iteration 13F: 3 clusters Score -8667884 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -8670780.000000 Penalty: 5528.966309
	Iteration 14Q: 3 clusters Score -8670780 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -8672625.000000 Penalty: 5528.966309
	Iteration 15Q: 3 clusters Score -8672625 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -8673504.000000 Penalty: 5528.966309
	Iteration 16Q: 3 clusters Score -8673504 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -8673823.000000 Penalty: 5528.966309
	Iteration 17Q: 3 clusters Score -8673823 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -8673987.000000 Penalty: 5528.966309
	Iteration 18Q: 3 clusters Score -8673987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -8674077.000000 Penalty: 5528.966309
	Iteration 19Q: 3 clusters Score -8674077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -8674128.000000 Penalty: 5528.966309
	Iteration 20F: 3 clusters Score -8674128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -8674168.000000 Penalty: 5528.966309
	Iteration 21Q: 3 clusters Score -8674168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -8674184.000000 Penalty: 5528.966309
	Iteration 22Q: 3 clusters Score -8674184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -8674200.000000 Penalty: 5528.966309
	Iteration 23Q: 3 clusters Score -8674200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8674213.000000 Penalty: 5528.966309
	Iteration 24Q: 3 clusters Score -8674213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -8674230.000000 Penalty: 5528.966309
	Iteration 25Q: 3 clusters Score -8674230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -8674239.000000 Penalty: 5528.966309
	Iteration 26Q: 3 clusters Score -8674239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -8674236.000000 Penalty: 5528.966309
	Iteration 27Q: 3 clusters Score -8674236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -8674245.000000 Penalty: 5528.966309
	Iteration 28Q: 3 clusters Score -8674245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -8674243.000000 Penalty: 5528.966309
	Iteration 29Q: 3 clusters Score -8674243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -8674243.000000 Penalty: 5528.966309
	Iteration 30F: 3 clusters Score -8674243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Entering Unmasked Estep 
Score: -3383961.000000 Penalty: 2520.558350
	Iteration 0F: 2 clusters Score -3383961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3366098.750000 Penalty: 5041.116699
	Iteration 0F: 3 clusters Score -3366099 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3372394.000000 Penalty: 5041.116699
	Iteration 1F: 3 clusters Score -3372394 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3373013.750000 Penalty: 5041.116699
	Iteration 2F: 3 clusters Score -3373014 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3373655.000000 Penalty: 5041.116699
	Iteration 3F: 3 clusters Score -3373655 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3374383.250000 Penalty: 5041.116699
	Iteration 4Q: 3 clusters Score -3374383 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3375164.750000 Penalty: 5041.116699
	Iteration 5Q: 3 clusters Score -3375165 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3375946.250000 Penalty: 5041.116699
	Iteration 6Q: 3 clusters Score -3375946 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3376802.750000 Penalty: 5041.116699
	Iteration 7F: 3 clusters Score -3376803 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3377618.750000 Penalty: 5041.116699
	Iteration 8F: 3 clusters Score -3377619 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3378238.000000 Penalty: 5041.116699
	Iteration 9Q: 3 clusters Score -3378238 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3378683.250000 Penalty: 5041.116699
	Iteration 10Q: 3 clusters Score -3378683 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3378918.250000 Penalty: 5041.116699
	Iteration 11Q: 3 clusters Score -3378918 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3379064.500000 Penalty: 5041.116699
	Iteration 12Q: 3 clusters Score -3379064 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3379157.000000 Penalty: 5041.116699
	Iteration 13Q: 3 clusters Score -3379157 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3379206.500000 Penalty: 5041.116699
	Iteration 14Q: 3 clusters Score -3379206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3379269.250000 Penalty: 5041.116699
	Iteration 15Q: 3 clusters Score -3379269 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3379317.500000 Penalty: 5041.116699
	Iteration 16Q: 3 clusters Score -3379318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3379374.250000 Penalty: 5041.116699
	Iteration 17Q: 3 clusters Score -3379374 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3379447.750000 Penalty: 5041.116699
	Iteration 18Q: 3 clusters Score -3379448 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3379516.250000 Penalty: 5041.116699
	Iteration 19Q: 3 clusters Score -3379516 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3379586.750000 Penalty: 5041.116699
	Iteration 20F: 3 clusters Score -3379587 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3379682.250000 Penalty: 5041.116699
	Iteration 21Q: 3 clusters Score -3379682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3379761.500000 Penalty: 5041.116699
	Iteration 22Q: 3 clusters Score -3379762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3379829.000000 Penalty: 5041.116699
	Iteration 23Q: 3 clusters Score -3379829 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3379897.750000 Penalty: 5041.116699
	Iteration 24Q: 3 clusters Score -3379898 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3379971.250000 Penalty: 5041.116699
	Iteration 25Q: 3 clusters Score -3379971 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3380010.000000 Penalty: 5041.116699
	Iteration 26Q: 3 clusters Score -3380010 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3380056.000000 Penalty: 5041.116699
	Iteration 27Q: 3 clusters Score -3380056 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3380107.750000 Penalty: 5041.116699
	Iteration 28Q: 3 clusters Score -3380108 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3380143.750000 Penalty: 5041.116699
	Iteration 29Q: 3 clusters Score -3380144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3380173.000000 Penalty: 5041.116699
	Iteration 30Q: 3 clusters Score -3380173 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3380198.250000 Penalty: 5041.116699
	Iteration 31Q: 3 clusters Score -3380198 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3380240.750000 Penalty: 5041.116699
	Iteration 32Q: 3 clusters Score -3380241 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3380277.500000 Penalty: 5041.116699
	Iteration 33Q: 3 clusters Score -3380278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3380307.000000 Penalty: 5041.116699
	Iteration 34Q: 3 clusters Score -3380307 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3380357.750000 Penalty: 5041.116699
	Iteration 35Q: 3 clusters Score -3380358 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3380408.250000 Penalty: 5041.116699
	Iteration 36Q: 3 clusters Score -3380408 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3380451.500000 Penalty: 5041.116699
	Iteration 37Q: 3 clusters Score -3380452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3380483.750000 Penalty: 5041.116699
	Iteration 38Q: 3 clusters Score -3380484 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3380514.750000 Penalty: 5041.116699
	Iteration 39Q: 3 clusters Score -3380515 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3380560.250000 Penalty: 5041.116699
	Iteration 40F: 3 clusters Score -3380560 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3380625.750000 Penalty: 5041.116699
	Iteration 41Q: 3 clusters Score -3380626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3380676.500000 Penalty: 5041.116699
	Iteration 42Q: 3 clusters Score -3380676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3380734.500000 Penalty: 5041.116699
	Iteration 43Q: 3 clusters Score -3380734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3380776.250000 Penalty: 5041.116699
	Iteration 44Q: 3 clusters Score -3380776 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3380837.000000 Penalty: 5041.116699
	Iteration 45Q: 3 clusters Score -3380837 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3380874.500000 Penalty: 5041.116699
	Iteration 46Q: 3 clusters Score -3380874 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3380926.250000 Penalty: 5041.116699
	Iteration 47Q: 3 clusters Score -3380926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3380954.250000 Penalty: 5041.116699
	Iteration 48Q: 3 clusters Score -3380954 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3380990.500000 Penalty: 5041.116699
	Iteration 49Q: 3 clusters Score -3380990 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3381038.750000 Penalty: 5041.116699
	Iteration 50Q: 3 clusters Score -3381039 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3381097.750000 Penalty: 5041.116699
	Iteration 51Q: 3 clusters Score -3381098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3381155.500000 Penalty: 5041.116699
	Iteration 52Q: 3 clusters Score -3381156 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3381216.250000 Penalty: 5041.116699
	Iteration 53Q: 3 clusters Score -3381216 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3381276.250000 Penalty: 5041.116699
	Iteration 54Q: 3 clusters Score -3381276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3381295.000000 Penalty: 5041.116699
	Iteration 55Q: 3 clusters Score -3381295 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3381352.000000 Penalty: 5041.116699
	Iteration 56Q: 3 clusters Score -3381352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3381391.000000 Penalty: 5041.116699
	Iteration 57Q: 3 clusters Score -3381391 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3381442.000000 Penalty: 5041.116699
	Iteration 58Q: 3 clusters Score -3381442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3381483.250000 Penalty: 5041.116699
	Iteration 59Q: 3 clusters Score -3381483 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3381529.000000 Penalty: 5041.116699
	Iteration 60F: 3 clusters Score -3381529 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3381557.000000 Penalty: 5041.116699
	Iteration 61Q: 3 clusters Score -3381557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3381589.000000 Penalty: 5041.116699
	Iteration 62Q: 3 clusters Score -3381589 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3381620.500000 Penalty: 5041.116699
	Iteration 63Q: 3 clusters Score -3381620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3381648.750000 Penalty: 5041.116699
	Iteration 64Q: 3 clusters Score -3381649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3381678.000000 Penalty: 5041.116699
	Iteration 65Q: 3 clusters Score -3381678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3381705.750000 Penalty: 5041.116699
	Iteration 66Q: 3 clusters Score -3381706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3381728.500000 Penalty: 5041.116699
	Iteration 67Q: 3 clusters Score -3381728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3381754.500000 Penalty: 5041.116699
	Iteration 68Q: 3 clusters Score -3381754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3381774.000000 Penalty: 5041.116699
	Iteration 69Q: 3 clusters Score -3381774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3381785.750000 Penalty: 5041.116699
	Iteration 70Q: 3 clusters Score -3381786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3381806.500000 Penalty: 5041.116699
	Iteration 71Q: 3 clusters Score -3381806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3381819.750000 Penalty: 5041.116699
	Iteration 72Q: 3 clusters Score -3381820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3381848.250000 Penalty: 5041.116699
	Iteration 73Q: 3 clusters Score -3381848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3381858.000000 Penalty: 5041.116699
	Iteration 74Q: 3 clusters Score -3381858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3381872.000000 Penalty: 5041.116699
	Iteration 75Q: 3 clusters Score -3381872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3381895.750000 Penalty: 5041.116699
	Iteration 76Q: 3 clusters Score -3381896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3381909.750000 Penalty: 5041.116699
	Iteration 77Q: 3 clusters Score -3381910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3381927.250000 Penalty: 5041.116699
	Iteration 78Q: 3 clusters Score -3381927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3381924.000000 Penalty: 5041.116699
	Iteration 79Q: 3 clusters Score -3381924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3381935.750000 Penalty: 5041.116699
	Iteration 80F: 3 clusters Score -3381936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3381945.500000 Penalty: 5041.116699
	Iteration 81Q: 3 clusters Score -3381946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3381954.250000 Penalty: 5041.116699
	Iteration 82Q: 3 clusters Score -3381954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3381969.750000 Penalty: 5041.116699
	Iteration 83Q: 3 clusters Score -3381970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3381979.750000 Penalty: 5041.116699
	Iteration 84Q: 3 clusters Score -3381980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3381975.750000 Penalty: 5041.116699
	Iteration 85Q: 3 clusters Score -3381976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3381992.500000 Penalty: 5041.116699
	Iteration 86Q: 3 clusters Score -3381992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3382013.750000 Penalty: 5041.116699
	Iteration 87Q: 3 clusters Score -3382014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3382013.750000 Penalty: 5041.116699
	Iteration 88Q: 3 clusters Score -3382014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3382024.750000 Penalty: 5041.116699
	Iteration 89Q: 3 clusters Score -3382025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3382024.750000 Penalty: 5041.116699
	Iteration 90Q: 3 clusters Score -3382025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3382027.250000 Penalty: 5041.116699
	Iteration 91Q: 3 clusters Score -3382027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3382035.750000 Penalty: 5041.116699
	Iteration 92Q: 3 clusters Score -3382036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3382054.000000 Penalty: 5041.116699
	Iteration 93Q: 3 clusters Score -3382054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3382053.250000 Penalty: 5041.116699
	Iteration 94Q: 3 clusters Score -3382053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3382059.000000 Penalty: 5041.116699
	Iteration 95Q: 3 clusters Score -3382059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3382059.500000 Penalty: 5041.116699
	Iteration 96Q: 3 clusters Score -3382060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3382055.000000 Penalty: 5041.116699
	Iteration 97Q: 3 clusters Score -3382055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3382058.500000 Penalty: 5041.116699
	Iteration 98Q: 3 clusters Score -3382058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3382066.250000 Penalty: 5041.116699
	Iteration 99Q: 3 clusters Score -3382066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3382075.000000 Penalty: 5041.116699
	Iteration 100F: 3 clusters Score -3382075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3382073.500000 Penalty: 5041.116699
	Iteration 101Q: 3 clusters Score -3382074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3382075.000000 Penalty: 5041.116699
	Iteration 102Q: 3 clusters Score -3382075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3382077.000000 Penalty: 5041.116699
	Iteration 103Q: 3 clusters Score -3382077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3382075.500000 Penalty: 5041.116699
	Iteration 104Q: 3 clusters Score -3382076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3382083.000000 Penalty: 5041.116699
	Iteration 105Q: 3 clusters Score -3382083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3382088.500000 Penalty: 5041.116699
	Iteration 106Q: 3 clusters Score -3382088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3382090.000000 Penalty: 5041.116699
	Iteration 107Q: 3 clusters Score -3382090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3382092.250000 Penalty: 5041.116699
	Iteration 108Q: 3 clusters Score -3382092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3382094.500000 Penalty: 5041.116699
	Iteration 109Q: 3 clusters Score -3382094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3382095.000000 Penalty: 5041.116699
	Iteration 110Q: 3 clusters Score -3382095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3382093.500000 Penalty: 5041.116699
	Iteration 111Q: 3 clusters Score -3382094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3382100.500000 Penalty: 5041.116699
	Iteration 112Q: 3 clusters Score -3382100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3382095.250000 Penalty: 5041.116699
	Iteration 113Q: 3 clusters Score -3382095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3382098.250000 Penalty: 5041.116699
	Iteration 114Q: 3 clusters Score -3382098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3382096.750000 Penalty: 5041.116699
	Iteration 115Q: 3 clusters Score -3382097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3382101.250000 Penalty: 5041.116699
	Iteration 116Q: 3 clusters Score -3382101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3382107.750000 Penalty: 5041.116699
	Iteration 117Q: 3 clusters Score -3382108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3382109.250000 Penalty: 5041.116699
	Iteration 118Q: 3 clusters Score -3382109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3382110.750000 Penalty: 5041.116699
	Iteration 119Q: 3 clusters Score -3382111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3382109.500000 Penalty: 5041.116699
	Iteration 120F: 3 clusters Score -3382110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3382111.250000 Penalty: 5041.116699
	Iteration 121Q: 3 clusters Score -3382111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3382107.000000 Penalty: 5041.116699
	Iteration 122Q: 3 clusters Score -3382107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3382111.750000 Penalty: 5041.116699
	Iteration 123Q: 3 clusters Score -3382112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3382108.000000 Penalty: 5041.116699
	Iteration 124Q: 3 clusters Score -3382108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3382109.750000 Penalty: 5041.116699
	Iteration 125Q: 3 clusters Score -3382110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3382112.250000 Penalty: 5041.116699
	Iteration 126Q: 3 clusters Score -3382112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3382110.750000 Penalty: 5041.116699
	Iteration 127Q: 3 clusters Score -3382111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3382115.500000 Penalty: 5041.116699
	Iteration 128Q: 3 clusters Score -3382116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3382117.250000 Penalty: 5041.116699
	Iteration 129Q: 3 clusters Score -3382117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3382119.750000 Penalty: 5041.116699
	Iteration 130Q: 3 clusters Score -3382120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3382122.500000 Penalty: 5041.116699
	Iteration 131Q: 3 clusters Score -3382122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3382118.250000 Penalty: 5041.116699
	Iteration 132Q: 3 clusters Score -3382118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3382120.250000 Penalty: 5041.116699
	Iteration 133Q: 3 clusters Score -3382120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3382120.250000 Penalty: 5041.116699
	Iteration 134Q: 3 clusters Score -3382120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3382121.250000 Penalty: 5041.116699
	Iteration 135Q: 3 clusters Score -3382121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3382127.500000 Penalty: 5041.116699
	Iteration 136Q: 3 clusters Score -3382128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3382129.750000 Penalty: 5041.116699
	Iteration 137Q: 3 clusters Score -3382130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3382131.500000 Penalty: 5041.116699
	Iteration 138Q: 3 clusters Score -3382132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3382132.000000 Penalty: 5041.116699
	Iteration 139Q: 3 clusters Score -3382132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3382131.500000 Penalty: 5041.116699
	Iteration 140F: 3 clusters Score -3382132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174136 members 
Entering Unmasked Estep 
Score: -22628228.000000 Penalty: 2992.762695
	Iteration 0F: 2 clusters Score -2.262823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -22515350.000000 Penalty: 5985.525391
	Iteration 0F: 3 clusters Score -2.251535e+07 nChanged 83773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -22564116.000000 Penalty: 5985.525391
	Iteration 1F: 3 clusters Score -2.256412e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -22564802.000000 Penalty: 5985.525391
	Iteration 2Q: 3 clusters Score -2.25648e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -22565674.000000 Penalty: 5985.525391
	Iteration 3Q: 3 clusters Score -2.256567e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -22566826.000000 Penalty: 5985.525391
	Iteration 4Q: 3 clusters Score -2.256683e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -22568596.000000 Penalty: 5985.525391
	Iteration 5Q: 3 clusters Score -2.25686e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -22571558.000000 Penalty: 5985.525391
	Iteration 6Q: 3 clusters Score -2.257156e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -22577026.000000 Penalty: 5985.525391
	Iteration 7F: 3 clusters Score -2.257703e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -22586586.000000 Penalty: 5985.525391
	Iteration 8F: 3 clusters Score -2.258659e+07 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -22600072.000000 Penalty: 5985.525391
	Iteration 9F: 3 clusters Score -2.260007e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -22613526.000000 Penalty: 5985.525391
	Iteration 10F: 3 clusters Score -2.261353e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -22621258.000000 Penalty: 5985.525391
	Iteration 11F: 3 clusters Score -2.262126e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -22623936.000000 Penalty: 5985.525391
	Iteration 12Q: 3 clusters Score -2.262394e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 173509 members 
Entering Unmasked Estep 
Score: -22624980.000000 Penalty: 5985.525391
	Iteration 13Q: 3 clusters Score -2.262498e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -22625260.000000 Penalty: 5985.525391
	Iteration 14Q: 3 clusters Score -2.262526e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173910 members 
Entering Unmasked Estep 
Score: -22625388.000000 Penalty: 5985.525391
	Iteration 15Q: 3 clusters Score -2.262539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -22625472.000000 Penalty: 5985.525391
	Iteration 16Q: 3 clusters Score -2.262547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173931 members 
Entering Unmasked Estep 
Score: -22625480.000000 Penalty: 5985.525391
	Iteration 17Q: 3 clusters Score -2.262548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -22625496.000000 Penalty: 5985.525391
	Iteration 18Q: 3 clusters Score -2.26255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 173937 members 
Entering Unmasked Estep 
Score: -22625494.000000 Penalty: 5985.525391
	Iteration 19Q: 3 clusters Score -2.262549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -22625500.000000 Penalty: 5985.525391
	Iteration 20F: 3 clusters Score -2.26255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 173937 members 
Entering Unmasked Estep 
Score: -22625512.000000 Penalty: 5985.525391
	Iteration 21Q: 3 clusters Score -2.262551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -22625520.000000 Penalty: 5985.525391
	Iteration 22Q: 3 clusters Score -2.262552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -22625522.000000 Penalty: 5985.525391
	Iteration 23Q: 3 clusters Score -2.262552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -22625514.000000 Penalty: 5985.525391
	Iteration 24Q: 3 clusters Score -2.262551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -22625534.000000 Penalty: 5985.525391
	Iteration 25Q: 3 clusters Score -2.262553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -22625534.000000 Penalty: 5985.525391
	Iteration 26Q: 3 clusters Score -2.262553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -22625540.000000 Penalty: 5985.525391
	Iteration 27Q: 3 clusters Score -2.262554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -22625542.000000 Penalty: 5985.525391
	Iteration 28Q: 3 clusters Score -2.262554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -22625542.000000 Penalty: 5985.525391
	Iteration 29Q: 3 clusters Score -2.262554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -22625546.000000 Penalty: 5985.525391
	Iteration 30Q: 3 clusters Score -2.262555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -22625554.000000 Penalty: 5985.525391
	Iteration 31Q: 3 clusters Score -2.262555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -22625558.000000 Penalty: 5985.525391
	Iteration 32Q: 3 clusters Score -2.262556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -22625568.000000 Penalty: 5985.525391
	Iteration 33Q: 3 clusters Score -2.262557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -22625568.000000 Penalty: 5985.525391
	Iteration 34F: 3 clusters Score -2.262557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38431.750000 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38431.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38644.531250 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38644.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38729.675781 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38729.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38782.324219 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38782.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38817.398438 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -38817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38842.781250 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -38842.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38881.464844 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -38881.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38907.843750 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -38907.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38918.144531 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -38918.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38921.738281 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -38921.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38921.738281 Penalty: 2980.371338
	Iteration 10F: 3 clusters Score -38921.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -556840.562500 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -556840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -552669.187500 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -552669.2 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -553604.125000 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -553604.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -553800.625000 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -553800.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -553939.562500 Penalty: 4164.269043
	Iteration 3Q: 3 clusters Score -553939.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -554060.125000 Penalty: 4164.269043
	Iteration 4Q: 3 clusters Score -554060.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -554151.375000 Penalty: 4164.269043
	Iteration 5Q: 3 clusters Score -554151.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -554211.937500 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -554211.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -554273.437500 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -554273.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -554335.500000 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -554335.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -554399.625000 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -554399.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -554449.937500 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -554449.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -554492.437500 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -554492.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -554526.625000 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -554526.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -554554.375000 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -554554.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -554580.125000 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -554580.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -554616.625000 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -554616.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -554649.562500 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -554649.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -554683.062500 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -554683.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -554721.562500 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -554721.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -554775.625000 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -554775.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -554828.875000 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -554828.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -554893.312500 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -554893.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -554951.875000 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -554951.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -555030.000000 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -555030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -555106.625000 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -555106.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -555172.437500 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -555172.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -555235.437500 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -555235.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -555294.687500 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -555294.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -555352.125000 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -555352.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -555386.687500 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -555386.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -555416.062500 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -555416.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -555444.875000 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -555444.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -555467.750000 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -555467.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -555482.312500 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -555482.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -555498.437500 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -555498.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -555510.062500 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -555510.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -555520.125000 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -555520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -555526.937500 Penalty: 4164.269043
	Iteration 37Q: 3 clusters Score -555526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -555532.250000 Penalty: 4164.269043
	Iteration 38Q: 3 clusters Score -555532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -555536.437500 Penalty: 4164.269043
	Iteration 39Q: 3 clusters Score -555536.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -555543.625000 Penalty: 4164.269043
	Iteration 40F: 3 clusters Score -555543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -555546.437500 Penalty: 4164.269043
	Iteration 41Q: 3 clusters Score -555546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -555549.625000 Penalty: 4164.269043
	Iteration 42Q: 3 clusters Score -555549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -555551.312500 Penalty: 4164.269043
	Iteration 43Q: 3 clusters Score -555551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -555556.000000 Penalty: 4164.269043
	Iteration 44Q: 3 clusters Score -555556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -555560.875000 Penalty: 4164.269043
	Iteration 45Q: 3 clusters Score -555560.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -555566.937500 Penalty: 4164.269043
	Iteration 46Q: 3 clusters Score -555566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -555569.875000 Penalty: 4164.269043
	Iteration 47Q: 3 clusters Score -555569.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -555573.750000 Penalty: 4164.269043
	Iteration 48Q: 3 clusters Score -555573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -555575.750000 Penalty: 4164.269043
	Iteration 49Q: 3 clusters Score -555575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -555578.312500 Penalty: 4164.269043
	Iteration 50Q: 3 clusters Score -555578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -555580.500000 Penalty: 4164.269043
	Iteration 51Q: 3 clusters Score -555580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -555581.562500 Penalty: 4164.269043
	Iteration 52Q: 3 clusters Score -555581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -555584.312500 Penalty: 4164.269043
	Iteration 53Q: 3 clusters Score -555584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -555586.187500 Penalty: 4164.269043
	Iteration 54Q: 3 clusters Score -555586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -555588.062500 Penalty: 4164.269043
	Iteration 55Q: 3 clusters Score -555588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -555590.562500 Penalty: 4164.269043
	Iteration 56Q: 3 clusters Score -555590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -555594.875000 Penalty: 4164.269043
	Iteration 57Q: 3 clusters Score -555594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -555603.250000 Penalty: 4164.269043
	Iteration 58Q: 3 clusters Score -555603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -555606.687500 Penalty: 4164.269043
	Iteration 59Q: 3 clusters Score -555606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555610.125000 Penalty: 4164.269043
	Iteration 60F: 3 clusters Score -555610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -555612.687500 Penalty: 4164.269043
	Iteration 61Q: 3 clusters Score -555612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -555615.250000 Penalty: 4164.269043
	Iteration 62Q: 3 clusters Score -555615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -555615.937500 Penalty: 4164.269043
	Iteration 63Q: 3 clusters Score -555615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -555618.312500 Penalty: 4164.269043
	Iteration 64Q: 3 clusters Score -555618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -555619.000000 Penalty: 4164.269043
	Iteration 65Q: 3 clusters Score -555619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -555619.250000 Penalty: 4164.269043
	Iteration 66Q: 3 clusters Score -555619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -555619.000000 Penalty: 4164.269043
	Iteration 67Q: 3 clusters Score -555619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -555620.062500 Penalty: 4164.269043
	Iteration 68Q: 3 clusters Score -555620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -555620.062500 Penalty: 4164.269043
	Iteration 69F: 3 clusters Score -555620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Entering Unmasked Estep 
Score: -22494646.000000 Penalty: 2993.984619
	Iteration 0F: 2 clusters Score -2.249465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -22380772.000000 Penalty: 5987.969238
	Iteration 0F: 3 clusters Score -2.238077e+07 nChanged 83890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -22429448.000000 Penalty: 5987.969238
	Iteration 1F: 3 clusters Score -2.242945e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -22431474.000000 Penalty: 5987.969238
	Iteration 2Q: 3 clusters Score -2.243147e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -22434570.000000 Penalty: 5987.969238
	Iteration 3Q: 3 clusters Score -2.243457e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -22438954.000000 Penalty: 5987.969238
	Iteration 4Q: 3 clusters Score -2.243895e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -22445316.000000 Penalty: 5987.969238
	Iteration 5F: 3 clusters Score -2.244532e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -22453760.000000 Penalty: 5987.969238
	Iteration 6F: 3 clusters Score -2.245376e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -22462794.000000 Penalty: 5987.969238
	Iteration 7F: 3 clusters Score -2.246279e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -22470640.000000 Penalty: 5987.969238
	Iteration 8F: 3 clusters Score -2.247064e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141348 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -22476396.000000 Penalty: 5987.969238
	Iteration 9Q: 3 clusters Score -2.24764e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -22480428.000000 Penalty: 5987.969238
	Iteration 10Q: 3 clusters Score -2.248043e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -22483342.000000 Penalty: 5987.969238
	Iteration 11Q: 3 clusters Score -2.248334e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -22485580.000000 Penalty: 5987.969238
	Iteration 12Q: 3 clusters Score -2.248558e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -22487082.000000 Penalty: 5987.969238
	Iteration 13Q: 3 clusters Score -2.248708e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -22488374.000000 Penalty: 5987.969238
	Iteration 14Q: 3 clusters Score -2.248837e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163699 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -22489318.000000 Penalty: 5987.969238
	Iteration 15Q: 3 clusters Score -2.248932e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -22490152.000000 Penalty: 5987.969238
	Iteration 16Q: 3 clusters Score -2.249015e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -22490766.000000 Penalty: 5987.969238
	Iteration 17Q: 3 clusters Score -2.249077e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22491336.000000 Penalty: 5987.969238
	Iteration 18Q: 3 clusters Score -2.249134e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169860 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -22491572.000000 Penalty: 5987.969238
	Iteration 19Q: 3 clusters Score -2.249157e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -22491660.000000 Penalty: 5987.969238
	Iteration 20F: 3 clusters Score -2.249166e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22491838.000000 Penalty: 5987.969238
	Iteration 21Q: 3 clusters Score -2.249184e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171747 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -22491944.000000 Penalty: 5987.969238
	Iteration 22Q: 3 clusters Score -2.249194e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172097 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -22491992.000000 Penalty: 5987.969238
	Iteration 23Q: 3 clusters Score -2.249199e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172375 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -22492034.000000 Penalty: 5987.969238
	Iteration 24Q: 3 clusters Score -2.249203e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -22492068.000000 Penalty: 5987.969238
	Iteration 25Q: 3 clusters Score -2.249207e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -22492122.000000 Penalty: 5987.969238
	Iteration 26Q: 3 clusters Score -2.249212e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22492126.000000 Penalty: 5987.969238
	Iteration 27Q: 3 clusters Score -2.249213e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173086 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -22492138.000000 Penalty: 5987.969238
	Iteration 28Q: 3 clusters Score -2.249214e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173182 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22492176.000000 Penalty: 5987.969238
	Iteration 29Q: 3 clusters Score -2.249218e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22492190.000000 Penalty: 5987.969238
	Iteration 30Q: 3 clusters Score -2.249219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22492176.000000 Penalty: 5987.969238
	Iteration 31Q: 3 clusters Score -2.249218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22492180.000000 Penalty: 5987.969238
	Iteration 32Q: 3 clusters Score -2.249218e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173406 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22492208.000000 Penalty: 5987.969238
	Iteration 33Q: 3 clusters Score -2.249221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22492242.000000 Penalty: 5987.969238
	Iteration 34Q: 3 clusters Score -2.249224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -22492266.000000 Penalty: 5987.969238
	Iteration 35Q: 3 clusters Score -2.249227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173507 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22492264.000000 Penalty: 5987.969238
	Iteration 36Q: 3 clusters Score -2.249226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22492240.000000 Penalty: 5987.969238
	Iteration 37Q: 3 clusters Score -2.249224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173548 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22492274.000000 Penalty: 5987.969238
	Iteration 38Q: 3 clusters Score -2.249227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22492272.000000 Penalty: 5987.969238
	Iteration 39Q: 3 clusters Score -2.249227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22492294.000000 Penalty: 5987.969238
	Iteration 40F: 3 clusters Score -2.249229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173608 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22492310.000000 Penalty: 5987.969238
	Iteration 41Q: 3 clusters Score -2.249231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22492312.000000 Penalty: 5987.969238
	Iteration 42Q: 3 clusters Score -2.249231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -22492338.000000 Penalty: 5987.969238
	Iteration 43Q: 3 clusters Score -2.249234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22492350.000000 Penalty: 5987.969238
	Iteration 44Q: 3 clusters Score -2.249235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22492352.000000 Penalty: 5987.969238
	Iteration 45Q: 3 clusters Score -2.249235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22492364.000000 Penalty: 5987.969238
	Iteration 46Q: 3 clusters Score -2.249236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22492368.000000 Penalty: 5987.969238
	Iteration 47Q: 3 clusters Score -2.249237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22492366.000000 Penalty: 5987.969238
	Iteration 48Q: 3 clusters Score -2.249237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173687 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22492368.000000 Penalty: 5987.969238
	Iteration 49Q: 3 clusters Score -2.249237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173702 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22492368.000000 Penalty: 5987.969238
	Iteration 50Q: 3 clusters Score -2.249237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22492366.000000 Penalty: 5987.969238
	Iteration 51Q: 3 clusters Score -2.249237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22492378.000000 Penalty: 5987.969238
	Iteration 52Q: 3 clusters Score -2.249238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22492388.000000 Penalty: 5987.969238
	Iteration 53Q: 3 clusters Score -2.249239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -22492392.000000 Penalty: 5987.969238
	Iteration 54Q: 3 clusters Score -2.249239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22492402.000000 Penalty: 5987.969238
	Iteration 55Q: 3 clusters Score -2.24924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22492414.000000 Penalty: 5987.969238
	Iteration 56Q: 3 clusters Score -2.249241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22492418.000000 Penalty: 5987.969238
	Iteration 57Q: 3 clusters Score -2.249242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173806 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -22492398.000000 Penalty: 5987.969238
	Iteration 58Q: 3 clusters Score -2.24924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22492412.000000 Penalty: 5987.969238
	Iteration 59Q: 3 clusters Score -2.249241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173830 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22492420.000000 Penalty: 5987.969238
	Iteration 60F: 3 clusters Score -2.249242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -22492432.000000 Penalty: 5987.969238
	Iteration 61Q: 3 clusters Score -2.249243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173853 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22492448.000000 Penalty: 5987.969238
	Iteration 62Q: 3 clusters Score -2.249245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22492446.000000 Penalty: 5987.969238
	Iteration 63Q: 3 clusters Score -2.249245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22492462.000000 Penalty: 5987.969238
	Iteration 64Q: 3 clusters Score -2.249246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22492484.000000 Penalty: 5987.969238
	Iteration 65Q: 3 clusters Score -2.249248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22492468.000000 Penalty: 5987.969238
	Iteration 66Q: 3 clusters Score -2.249247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22492474.000000 Penalty: 5987.969238
	Iteration 67Q: 3 clusters Score -2.249247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22492486.000000 Penalty: 5987.969238
	Iteration 68Q: 3 clusters Score -2.249249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22492478.000000 Penalty: 5987.969238
	Iteration 69Q: 3 clusters Score -2.249248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22492484.000000 Penalty: 5987.969238
	Iteration 70Q: 3 clusters Score -2.249248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22492482.000000 Penalty: 5987.969238
	Iteration 71Q: 3 clusters Score -2.249248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22492478.000000 Penalty: 5987.969238
	Iteration 72Q: 3 clusters Score -2.249248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22492478.000000 Penalty: 5987.969238
	Iteration 73F: 3 clusters Score -2.249248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -2538469.500000 Penalty: 2452.178223
	Iteration 0F: 2 clusters Score -2538470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2524479.750000 Penalty: 4904.356445
	Iteration 0F: 3 clusters Score -2524480 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2529137.250000 Penalty: 4904.356445
	Iteration 1F: 3 clusters Score -2529137 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2529725.500000 Penalty: 4904.356445
	Iteration 2F: 3 clusters Score -2529726 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2530457.750000 Penalty: 4904.356445
	Iteration 3F: 3 clusters Score -2530458 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2531282.250000 Penalty: 4904.356445
	Iteration 4F: 3 clusters Score -2531282 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2532217.000000 Penalty: 4904.356445
	Iteration 5F: 3 clusters Score -2532217 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2533235.250000 Penalty: 4904.356445
	Iteration 6F: 3 clusters Score -2533235 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2534245.750000 Penalty: 4904.356445
	Iteration 7F: 3 clusters Score -2534246 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2535071.750000 Penalty: 4904.356445
	Iteration 8F: 3 clusters Score -2535072 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2535601.250000 Penalty: 4904.356445
	Iteration 9Q: 3 clusters Score -2535601 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2535891.000000 Penalty: 4904.356445
	Iteration 10Q: 3 clusters Score -2535891 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2536045.000000 Penalty: 4904.356445
	Iteration 11Q: 3 clusters Score -2536045 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2536114.750000 Penalty: 4904.356445
	Iteration 12Q: 3 clusters Score -2536115 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2536163.250000 Penalty: 4904.356445
	Iteration 13Q: 3 clusters Score -2536163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2536194.750000 Penalty: 4904.356445
	Iteration 14Q: 3 clusters Score -2536195 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2536228.750000 Penalty: 4904.356445
	Iteration 15Q: 3 clusters Score -2536229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2536249.500000 Penalty: 4904.356445
	Iteration 16Q: 3 clusters Score -2536250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2536257.750000 Penalty: 4904.356445
	Iteration 17Q: 3 clusters Score -2536258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2536285.750000 Penalty: 4904.356445
	Iteration 18Q: 3 clusters Score -2536286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2536298.000000 Penalty: 4904.356445
	Iteration 19Q: 3 clusters Score -2536298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2536305.500000 Penalty: 4904.356445
	Iteration 20F: 3 clusters Score -2536306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2536305.000000 Penalty: 4904.356445
	Iteration 21Q: 3 clusters Score -2536305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2536311.500000 Penalty: 4904.356445
	Iteration 22Q: 3 clusters Score -2536312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2536327.250000 Penalty: 4904.356445
	Iteration 23Q: 3 clusters Score -2536327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2536344.250000 Penalty: 4904.356445
	Iteration 24Q: 3 clusters Score -2536344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2536347.500000 Penalty: 4904.356445
	Iteration 25Q: 3 clusters Score -2536348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2536355.250000 Penalty: 4904.356445
	Iteration 26Q: 3 clusters Score -2536355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2536359.250000 Penalty: 4904.356445
	Iteration 27Q: 3 clusters Score -2536359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2536370.250000 Penalty: 4904.356445
	Iteration 28Q: 3 clusters Score -2536370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2536379.250000 Penalty: 4904.356445
	Iteration 29Q: 3 clusters Score -2536379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2536396.500000 Penalty: 4904.356445
	Iteration 30Q: 3 clusters Score -2536396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2536409.000000 Penalty: 4904.356445
	Iteration 31Q: 3 clusters Score -2536409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2536419.000000 Penalty: 4904.356445
	Iteration 32Q: 3 clusters Score -2536419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2536435.000000 Penalty: 4904.356445
	Iteration 33Q: 3 clusters Score -2536435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2536457.500000 Penalty: 4904.356445
	Iteration 34Q: 3 clusters Score -2536458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2536456.000000 Penalty: 4904.356445
	Iteration 35Q: 3 clusters Score -2536456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2536470.250000 Penalty: 4904.356445
	Iteration 36Q: 3 clusters Score -2536470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2536477.250000 Penalty: 4904.356445
	Iteration 37Q: 3 clusters Score -2536477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2536478.250000 Penalty: 4904.356445
	Iteration 38Q: 3 clusters Score -2536478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2536496.750000 Penalty: 4904.356445
	Iteration 39Q: 3 clusters Score -2536497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2536518.250000 Penalty: 4904.356445
	Iteration 40F: 3 clusters Score -2536518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2536547.500000 Penalty: 4904.356445
	Iteration 41Q: 3 clusters Score -2536548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2536565.750000 Penalty: 4904.356445
	Iteration 42Q: 3 clusters Score -2536566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2536597.000000 Penalty: 4904.356445
	Iteration 43Q: 3 clusters Score -2536597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2536646.000000 Penalty: 4904.356445
	Iteration 44Q: 3 clusters Score -2536646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2536716.500000 Penalty: 4904.356445
	Iteration 45Q: 3 clusters Score -2536716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2536773.750000 Penalty: 4904.356445
	Iteration 46Q: 3 clusters Score -2536774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2536815.750000 Penalty: 4904.356445
	Iteration 47Q: 3 clusters Score -2536816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2536852.250000 Penalty: 4904.356445
	Iteration 48Q: 3 clusters Score -2536852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2536876.500000 Penalty: 4904.356445
	Iteration 49Q: 3 clusters Score -2536876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2536897.000000 Penalty: 4904.356445
	Iteration 50Q: 3 clusters Score -2536897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2536922.250000 Penalty: 4904.356445
	Iteration 51Q: 3 clusters Score -2536922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2536936.000000 Penalty: 4904.356445
	Iteration 52Q: 3 clusters Score -2536936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2536949.000000 Penalty: 4904.356445
	Iteration 53Q: 3 clusters Score -2536949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2536962.500000 Penalty: 4904.356445
	Iteration 54Q: 3 clusters Score -2536962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2536972.750000 Penalty: 4904.356445
	Iteration 55Q: 3 clusters Score -2536973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2536976.250000 Penalty: 4904.356445
	Iteration 56Q: 3 clusters Score -2536976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2536987.000000 Penalty: 4904.356445
	Iteration 57Q: 3 clusters Score -2536987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2536992.250000 Penalty: 4904.356445
	Iteration 58Q: 3 clusters Score -2536992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2536997.500000 Penalty: 4904.356445
	Iteration 59Q: 3 clusters Score -2536998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2536995.750000 Penalty: 4904.356445
	Iteration 60F: 3 clusters Score -2536996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2537002.750000 Penalty: 4904.356445
	Iteration 61Q: 3 clusters Score -2537003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2537003.250000 Penalty: 4904.356445
	Iteration 62Q: 3 clusters Score -2537003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2537009.500000 Penalty: 4904.356445
	Iteration 63Q: 3 clusters Score -2537010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2537014.500000 Penalty: 4904.356445
	Iteration 64Q: 3 clusters Score -2537014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2537015.750000 Penalty: 4904.356445
	Iteration 65Q: 3 clusters Score -2537016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2537019.500000 Penalty: 4904.356445
	Iteration 66Q: 3 clusters Score -2537020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2537019.750000 Penalty: 4904.356445
	Iteration 67Q: 3 clusters Score -2537020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2537019.000000 Penalty: 4904.356445
	Iteration 68Q: 3 clusters Score -2537019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2537021.000000 Penalty: 4904.356445
	Iteration 69Q: 3 clusters Score -2537021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2537025.750000 Penalty: 4904.356445
	Iteration 70Q: 3 clusters Score -2537026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2537026.000000 Penalty: 4904.356445
	Iteration 71Q: 3 clusters Score -2537026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2537026.500000 Penalty: 4904.356445
	Iteration 72Q: 3 clusters Score -2537026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2537028.250000 Penalty: 4904.356445
	Iteration 73Q: 3 clusters Score -2537028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2537027.500000 Penalty: 4904.356445
	Iteration 74Q: 3 clusters Score -2537028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2537026.000000 Penalty: 4904.356445
	Iteration 75Q: 3 clusters Score -2537026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2537025.750000 Penalty: 4904.356445
	Iteration 76Q: 3 clusters Score -2537026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2537026.250000 Penalty: 4904.356445
	Iteration 77Q: 3 clusters Score -2537026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2537025.750000 Penalty: 4904.356445
	Iteration 78Q: 3 clusters Score -2537026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2537025.500000 Penalty: 4904.356445
	Iteration 79Q: 3 clusters Score -2537026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2537024.500000 Penalty: 4904.356445
	Iteration 80F: 3 clusters Score -2537024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2537024.500000 Penalty: 4904.356445
	Iteration 81Q: 3 clusters Score -2537024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2537024.500000 Penalty: 4904.356445
	Iteration 82F: 3 clusters Score -2537024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186521 members 
Entering Unmasked Estep 
Score: -23935776.000000 Penalty: 3009.802246
	Iteration 0F: 2 clusters Score -2.393578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -23815028.000000 Penalty: 6019.604492
	Iteration 0F: 3 clusters Score -2.381503e+07 nChanged 89554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -23866896.000000 Penalty: 6019.604492
	Iteration 1F: 3 clusters Score -2.38669e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -23867840.000000 Penalty: 6019.604492
	Iteration 2Q: 3 clusters Score -2.386784e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -23868880.000000 Penalty: 6019.604492
	Iteration 3Q: 3 clusters Score -2.386888e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -23870338.000000 Penalty: 6019.604492
	Iteration 4Q: 3 clusters Score -2.387034e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -23872592.000000 Penalty: 6019.604492
	Iteration 5Q: 3 clusters Score -2.387259e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -23876002.000000 Penalty: 6019.604492
	Iteration 6Q: 3 clusters Score -2.3876e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -23881266.000000 Penalty: 6019.604492
	Iteration 7Q: 3 clusters Score -2.388127e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -23889220.000000 Penalty: 6019.604492
	Iteration 8F: 3 clusters Score -2.388922e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -23899110.000000 Penalty: 6019.604492
	Iteration 9F: 3 clusters Score -2.389911e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -23908532.000000 Penalty: 6019.604492
	Iteration 10F: 3 clusters Score -2.390853e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -23914360.000000 Penalty: 6019.604492
	Iteration 11F: 3 clusters Score -2.391436e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -23917040.000000 Penalty: 6019.604492
	Iteration 12Q: 3 clusters Score -2.391704e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -23918298.000000 Penalty: 6019.604492
	Iteration 13Q: 3 clusters Score -2.39183e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -23919084.000000 Penalty: 6019.604492
	Iteration 14Q: 3 clusters Score -2.391908e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -23919856.000000 Penalty: 6019.604492
	Iteration 15Q: 3 clusters Score -2.391986e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -23920554.000000 Penalty: 6019.604492
	Iteration 16Q: 3 clusters Score -2.392055e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -23921164.000000 Penalty: 6019.604492
	Iteration 17Q: 3 clusters Score -2.392116e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -23921704.000000 Penalty: 6019.604492
	Iteration 18Q: 3 clusters Score -2.39217e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -23922018.000000 Penalty: 6019.604492
	Iteration 19Q: 3 clusters Score -2.392202e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -23922410.000000 Penalty: 6019.604492
	Iteration 20F: 3 clusters Score -2.392241e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -23922546.000000 Penalty: 6019.604492
	Iteration 21Q: 3 clusters Score -2.392255e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -23922694.000000 Penalty: 6019.604492
	Iteration 22Q: 3 clusters Score -2.392269e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -23922902.000000 Penalty: 6019.604492
	Iteration 23Q: 3 clusters Score -2.39229e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -23923056.000000 Penalty: 6019.604492
	Iteration 24Q: 3 clusters Score -2.392306e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -23923022.000000 Penalty: 6019.604492
	Iteration 25Q: 3 clusters Score -2.392302e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -23923068.000000 Penalty: 6019.604492
	Iteration 26Q: 3 clusters Score -2.392307e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -23923140.000000 Penalty: 6019.604492
	Iteration 27Q: 3 clusters Score -2.392314e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -23923160.000000 Penalty: 6019.604492
	Iteration 28Q: 3 clusters Score -2.392316e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -23923110.000000 Penalty: 6019.604492
	Iteration 29Q: 3 clusters Score -2.392311e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -23923078.000000 Penalty: 6019.604492
	Iteration 30Q: 3 clusters Score -2.392308e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -23923054.000000 Penalty: 6019.604492
	Iteration 31Q: 3 clusters Score -2.392305e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -23923010.000000 Penalty: 6019.604492
	Iteration 32Q: 3 clusters Score -2.392301e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -23923012.000000 Penalty: 6019.604492
	Iteration 33Q: 3 clusters Score -2.392301e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -23922972.000000 Penalty: 6019.604492
	Iteration 34Q: 3 clusters Score -2.392297e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -23923010.000000 Penalty: 6019.604492
	Iteration 35Q: 3 clusters Score -2.392301e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -23922994.000000 Penalty: 6019.604492
	Iteration 36Q: 3 clusters Score -2.392299e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -23922984.000000 Penalty: 6019.604492
	Iteration 37Q: 3 clusters Score -2.392298e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -23923050.000000 Penalty: 6019.604492
	Iteration 38Q: 3 clusters Score -2.392305e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -23923054.000000 Penalty: 6019.604492
	Iteration 39Q: 3 clusters Score -2.392305e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -23923032.000000 Penalty: 6019.604492
	Iteration 40F: 3 clusters Score -2.392303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -23923080.000000 Penalty: 6019.604492
	Iteration 41Q: 3 clusters Score -2.392308e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -23923070.000000 Penalty: 6019.604492
	Iteration 42Q: 3 clusters Score -2.392307e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100059 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -23923070.000000 Penalty: 6019.604492
	Iteration 43Q: 3 clusters Score -2.392307e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -23923068.000000 Penalty: 6019.604492
	Iteration 44Q: 3 clusters Score -2.392307e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -23923082.000000 Penalty: 6019.604492
	Iteration 45Q: 3 clusters Score -2.392308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -23923078.000000 Penalty: 6019.604492
	Iteration 46Q: 3 clusters Score -2.392308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100418 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -23923116.000000 Penalty: 6019.604492
	Iteration 47Q: 3 clusters Score -2.392312e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -23923098.000000 Penalty: 6019.604492
	Iteration 48Q: 3 clusters Score -2.39231e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -23923108.000000 Penalty: 6019.604492
	Iteration 49Q: 3 clusters Score -2.392311e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -23923152.000000 Penalty: 6019.604492
	Iteration 50Q: 3 clusters Score -2.392315e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -23923118.000000 Penalty: 6019.604492
	Iteration 51Q: 3 clusters Score -2.392312e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -23923140.000000 Penalty: 6019.604492
	Iteration 52Q: 3 clusters Score -2.392314e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -23923098.000000 Penalty: 6019.604492
	Iteration 53Q: 3 clusters Score -2.39231e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -23923110.000000 Penalty: 6019.604492
	Iteration 54Q: 3 clusters Score -2.392311e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -23923092.000000 Penalty: 6019.604492
	Iteration 55Q: 3 clusters Score -2.392309e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -23923108.000000 Penalty: 6019.604492
	Iteration 56Q: 3 clusters Score -2.392311e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -23923112.000000 Penalty: 6019.604492
	Iteration 57Q: 3 clusters Score -2.392311e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -23923090.000000 Penalty: 6019.604492
	Iteration 58Q: 3 clusters Score -2.392309e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -23923080.000000 Penalty: 6019.604492
	Iteration 59Q: 3 clusters Score -2.392308e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -23923064.000000 Penalty: 6019.604492
	Iteration 60F: 3 clusters Score -2.392306e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102434 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -23923080.000000 Penalty: 6019.604492
	Iteration 61Q: 3 clusters Score -2.392308e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -23923130.000000 Penalty: 6019.604492
	Iteration 62Q: 3 clusters Score -2.392313e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -23923162.000000 Penalty: 6019.604492
	Iteration 63Q: 3 clusters Score -2.392316e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -23923134.000000 Penalty: 6019.604492
	Iteration 64Q: 3 clusters Score -2.392313e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -23923136.000000 Penalty: 6019.604492
	Iteration 65Q: 3 clusters Score -2.392314e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -23923100.000000 Penalty: 6019.604492
	Iteration 66Q: 3 clusters Score -2.39231e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -23923140.000000 Penalty: 6019.604492
	Iteration 67Q: 3 clusters Score -2.392314e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -23923118.000000 Penalty: 6019.604492
	Iteration 68Q: 3 clusters Score -2.392312e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -23923158.000000 Penalty: 6019.604492
	Iteration 69Q: 3 clusters Score -2.392316e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -23923154.000000 Penalty: 6019.604492
	Iteration 70Q: 3 clusters Score -2.392315e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104189 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -23923154.000000 Penalty: 6019.604492
	Iteration 71Q: 3 clusters Score -2.392315e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -23923084.000000 Penalty: 6019.604492
	Iteration 72Q: 3 clusters Score -2.392308e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -23923108.000000 Penalty: 6019.604492
	Iteration 73Q: 3 clusters Score -2.392311e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -23923120.000000 Penalty: 6019.604492
	Iteration 74Q: 3 clusters Score -2.392312e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -23923220.000000 Penalty: 6019.604492
	Iteration 75Q: 3 clusters Score -2.392322e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -23923224.000000 Penalty: 6019.604492
	Iteration 76Q: 3 clusters Score -2.392322e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -23923170.000000 Penalty: 6019.604492
	Iteration 77Q: 3 clusters Score -2.392317e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -23923206.000000 Penalty: 6019.604492
	Iteration 78Q: 3 clusters Score -2.392321e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -23923192.000000 Penalty: 6019.604492
	Iteration 79Q: 3 clusters Score -2.392319e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -23923210.000000 Penalty: 6019.604492
	Iteration 80F: 3 clusters Score -2.392321e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -23923234.000000 Penalty: 6019.604492
	Iteration 81Q: 3 clusters Score -2.392323e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -23923214.000000 Penalty: 6019.604492
	Iteration 82Q: 3 clusters Score -2.392321e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -23923174.000000 Penalty: 6019.604492
	Iteration 83Q: 3 clusters Score -2.392317e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -23923194.000000 Penalty: 6019.604492
	Iteration 84Q: 3 clusters Score -2.392319e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -23923190.000000 Penalty: 6019.604492
	Iteration 85Q: 3 clusters Score -2.392319e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -23923210.000000 Penalty: 6019.604492
	Iteration 86Q: 3 clusters Score -2.392321e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -23923222.000000 Penalty: 6019.604492
	Iteration 87Q: 3 clusters Score -2.392322e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -23923288.000000 Penalty: 6019.604492
	Iteration 88Q: 3 clusters Score -2.392329e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -23923270.000000 Penalty: 6019.604492
	Iteration 89Q: 3 clusters Score -2.392327e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -23923302.000000 Penalty: 6019.604492
	Iteration 90Q: 3 clusters Score -2.39233e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -23923318.000000 Penalty: 6019.604492
	Iteration 91Q: 3 clusters Score -2.392332e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -23923336.000000 Penalty: 6019.604492
	Iteration 92Q: 3 clusters Score -2.392334e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -23923332.000000 Penalty: 6019.604492
	Iteration 93Q: 3 clusters Score -2.392333e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -23923320.000000 Penalty: 6019.604492
	Iteration 94Q: 3 clusters Score -2.392332e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -23923326.000000 Penalty: 6019.604492
	Iteration 95Q: 3 clusters Score -2.392333e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -23923382.000000 Penalty: 6019.604492
	Iteration 96Q: 3 clusters Score -2.392338e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -23923422.000000 Penalty: 6019.604492
	Iteration 97Q: 3 clusters Score -2.392342e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -23923436.000000 Penalty: 6019.604492
	Iteration 98Q: 3 clusters Score -2.392344e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -23923472.000000 Penalty: 6019.604492
	Iteration 99Q: 3 clusters Score -2.392347e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -23923502.000000 Penalty: 6019.604492
	Iteration 100F: 3 clusters Score -2.39235e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -23923554.000000 Penalty: 6019.604492
	Iteration 101Q: 3 clusters Score -2.392355e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -23923656.000000 Penalty: 6019.604492
	Iteration 102Q: 3 clusters Score -2.392366e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -23923694.000000 Penalty: 6019.604492
	Iteration 103Q: 3 clusters Score -2.392369e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -23923706.000000 Penalty: 6019.604492
	Iteration 104Q: 3 clusters Score -2.392371e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -23923756.000000 Penalty: 6019.604492
	Iteration 105Q: 3 clusters Score -2.392376e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -23923812.000000 Penalty: 6019.604492
	Iteration 106Q: 3 clusters Score -2.392381e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -23923830.000000 Penalty: 6019.604492
	Iteration 107Q: 3 clusters Score -2.392383e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -23923792.000000 Penalty: 6019.604492
	Iteration 108Q: 3 clusters Score -2.392379e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118340 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -23923868.000000 Penalty: 6019.604492
	Iteration 109Q: 3 clusters Score -2.392387e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118893 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -23923910.000000 Penalty: 6019.604492
	Iteration 110Q: 3 clusters Score -2.392391e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -23924004.000000 Penalty: 6019.604492
	Iteration 111Q: 3 clusters Score -2.3924e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120008 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -23924018.000000 Penalty: 6019.604492
	Iteration 112Q: 3 clusters Score -2.392402e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -23924066.000000 Penalty: 6019.604492
	Iteration 113Q: 3 clusters Score -2.392407e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -23924100.000000 Penalty: 6019.604492
	Iteration 114Q: 3 clusters Score -2.39241e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -23924096.000000 Penalty: 6019.604492
	Iteration 115Q: 3 clusters Score -2.39241e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -23924138.000000 Penalty: 6019.604492
	Iteration 116Q: 3 clusters Score -2.392414e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -23924244.000000 Penalty: 6019.604492
	Iteration 117Q: 3 clusters Score -2.392424e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -23924264.000000 Penalty: 6019.604492
	Iteration 118Q: 3 clusters Score -2.392426e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124136 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -23924258.000000 Penalty: 6019.604492
	Iteration 119Q: 3 clusters Score -2.392426e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -23924304.000000 Penalty: 6019.604492
	Iteration 120F: 3 clusters Score -2.39243e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125388 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -23924348.000000 Penalty: 6019.604492
	Iteration 121Q: 3 clusters Score -2.392435e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -23924462.000000 Penalty: 6019.604492
	Iteration 122Q: 3 clusters Score -2.392446e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -23924536.000000 Penalty: 6019.604492
	Iteration 123Q: 3 clusters Score -2.392454e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -23924530.000000 Penalty: 6019.604492
	Iteration 124Q: 3 clusters Score -2.392453e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -23924656.000000 Penalty: 6019.604492
	Iteration 125Q: 3 clusters Score -2.392466e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -23924742.000000 Penalty: 6019.604492
	Iteration 126Q: 3 clusters Score -2.392474e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -23924848.000000 Penalty: 6019.604492
	Iteration 127Q: 3 clusters Score -2.392485e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -23924960.000000 Penalty: 6019.604492
	Iteration 128Q: 3 clusters Score -2.392496e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -23925048.000000 Penalty: 6019.604492
	Iteration 129Q: 3 clusters Score -2.392505e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -23925172.000000 Penalty: 6019.604492
	Iteration 130Q: 3 clusters Score -2.392517e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -23925344.000000 Penalty: 6019.604492
	Iteration 131Q: 3 clusters Score -2.392534e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133724 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -23925528.000000 Penalty: 6019.604492
	Iteration 132Q: 3 clusters Score -2.392553e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -23925710.000000 Penalty: 6019.604492
	Iteration 133Q: 3 clusters Score -2.392571e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -23925846.000000 Penalty: 6019.604492
	Iteration 134Q: 3 clusters Score -2.392585e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136963 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -23926030.000000 Penalty: 6019.604492
	Iteration 135Q: 3 clusters Score -2.392603e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -23926248.000000 Penalty: 6019.604492
	Iteration 136Q: 3 clusters Score -2.392625e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -23926384.000000 Penalty: 6019.604492
	Iteration 137Q: 3 clusters Score -2.392638e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -23926668.000000 Penalty: 6019.604492
	Iteration 138Q: 3 clusters Score -2.392667e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142239 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -23926858.000000 Penalty: 6019.604492
	Iteration 139Q: 3 clusters Score -2.392686e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -23927066.000000 Penalty: 6019.604492
	Iteration 140F: 3 clusters Score -2.392707e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -23927282.000000 Penalty: 6019.604492
	Iteration 141Q: 3 clusters Score -2.392728e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -23927572.000000 Penalty: 6019.604492
	Iteration 142Q: 3 clusters Score -2.392757e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -23927844.000000 Penalty: 6019.604492
	Iteration 143Q: 3 clusters Score -2.392784e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -23928276.000000 Penalty: 6019.604492
	Iteration 144Q: 3 clusters Score -2.392828e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -23928620.000000 Penalty: 6019.604492
	Iteration 145Q: 3 clusters Score -2.392862e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -23929118.000000 Penalty: 6019.604492
	Iteration 146Q: 3 clusters Score -2.392912e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -23929472.000000 Penalty: 6019.604492
	Iteration 147Q: 3 clusters Score -2.392947e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -23929758.000000 Penalty: 6019.604492
	Iteration 148Q: 3 clusters Score -2.392976e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -23930114.000000 Penalty: 6019.604492
	Iteration 149Q: 3 clusters Score -2.393011e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -23930246.000000 Penalty: 6019.604492
	Iteration 150Q: 3 clusters Score -2.393025e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -23930688.000000 Penalty: 6019.604492
	Iteration 151Q: 3 clusters Score -2.393069e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162184 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -23930916.000000 Penalty: 6019.604492
	Iteration 152Q: 3 clusters Score -2.393092e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -23931166.000000 Penalty: 6019.604492
	Iteration 153Q: 3 clusters Score -2.393117e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -23931510.000000 Penalty: 6019.604492
	Iteration 154Q: 3 clusters Score -2.393151e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165971 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -23931662.000000 Penalty: 6019.604492
	Iteration 155Q: 3 clusters Score -2.393166e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -23931910.000000 Penalty: 6019.604492
	Iteration 156Q: 3 clusters Score -2.393191e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -23932028.000000 Penalty: 6019.604492
	Iteration 157Q: 3 clusters Score -2.393203e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -23932096.000000 Penalty: 6019.604492
	Iteration 158Q: 3 clusters Score -2.39321e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -23932160.000000 Penalty: 6019.604492
	Iteration 159Q: 3 clusters Score -2.393216e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -23932268.000000 Penalty: 6019.604492
	Iteration 160F: 3 clusters Score -2.393227e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -23932376.000000 Penalty: 6019.604492
	Iteration 161Q: 3 clusters Score -2.393238e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171550 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -23932420.000000 Penalty: 6019.604492
	Iteration 162Q: 3 clusters Score -2.393242e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -23932526.000000 Penalty: 6019.604492
	Iteration 163Q: 3 clusters Score -2.393253e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -23932630.000000 Penalty: 6019.604492
	Iteration 164Q: 3 clusters Score -2.393263e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -23932650.000000 Penalty: 6019.604492
	Iteration 165Q: 3 clusters Score -2.393265e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -23932678.000000 Penalty: 6019.604492
	Iteration 166Q: 3 clusters Score -2.393268e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -23932734.000000 Penalty: 6019.604492
	Iteration 167Q: 3 clusters Score -2.393273e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -23932778.000000 Penalty: 6019.604492
	Iteration 168Q: 3 clusters Score -2.393278e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -23932854.000000 Penalty: 6019.604492
	Iteration 169Q: 3 clusters Score -2.393285e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -23932920.000000 Penalty: 6019.604492
	Iteration 170Q: 3 clusters Score -2.393292e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -23932948.000000 Penalty: 6019.604492
	Iteration 171Q: 3 clusters Score -2.393295e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -23932944.000000 Penalty: 6019.604492
	Iteration 172Q: 3 clusters Score -2.393294e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -23932922.000000 Penalty: 6019.604492
	Iteration 173Q: 3 clusters Score -2.393292e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176861 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -23932968.000000 Penalty: 6019.604492
	Iteration 174Q: 3 clusters Score -2.393297e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -23933008.000000 Penalty: 6019.604492
	Iteration 175Q: 3 clusters Score -2.393301e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -23932994.000000 Penalty: 6019.604492
	Iteration 176Q: 3 clusters Score -2.393299e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -23933032.000000 Penalty: 6019.604492
	Iteration 177Q: 3 clusters Score -2.393303e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -23933090.000000 Penalty: 6019.604492
	Iteration 178Q: 3 clusters Score -2.393309e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178121 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -23933084.000000 Penalty: 6019.604492
	Iteration 179Q: 3 clusters Score -2.393308e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -23933092.000000 Penalty: 6019.604492
	Iteration 180F: 3 clusters Score -2.393309e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -23933130.000000 Penalty: 6019.604492
	Iteration 181Q: 3 clusters Score -2.393313e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178713 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -23933168.000000 Penalty: 6019.604492
	Iteration 182Q: 3 clusters Score -2.393317e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -23933164.000000 Penalty: 6019.604492
	Iteration 183Q: 3 clusters Score -2.393316e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179064 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -23933186.000000 Penalty: 6019.604492
	Iteration 184Q: 3 clusters Score -2.393319e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -23933248.000000 Penalty: 6019.604492
	Iteration 185Q: 3 clusters Score -2.393325e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -23933234.000000 Penalty: 6019.604492
	Iteration 186Q: 3 clusters Score -2.393323e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -23933190.000000 Penalty: 6019.604492
	Iteration 187Q: 3 clusters Score -2.393319e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179593 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -23933190.000000 Penalty: 6019.604492
	Iteration 188Q: 3 clusters Score -2.393319e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -23933206.000000 Penalty: 6019.604492
	Iteration 189Q: 3 clusters Score -2.393321e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179798 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -23933232.000000 Penalty: 6019.604492
	Iteration 190Q: 3 clusters Score -2.393323e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -23933210.000000 Penalty: 6019.604492
	Iteration 191Q: 3 clusters Score -2.393321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -23933236.000000 Penalty: 6019.604492
	Iteration 192Q: 3 clusters Score -2.393324e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -23933216.000000 Penalty: 6019.604492
	Iteration 193Q: 3 clusters Score -2.393322e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180093 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -23933206.000000 Penalty: 6019.604492
	Iteration 194Q: 3 clusters Score -2.393321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180166 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -23933200.000000 Penalty: 6019.604492
	Iteration 195Q: 3 clusters Score -2.39332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180229 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -23933186.000000 Penalty: 6019.604492
	Iteration 196Q: 3 clusters Score -2.393319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -23933206.000000 Penalty: 6019.604492
	Iteration 197Q: 3 clusters Score -2.393321e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180339 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -23933214.000000 Penalty: 6019.604492
	Iteration 198Q: 3 clusters Score -2.393321e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -23933230.000000 Penalty: 6019.604492
	Iteration 199Q: 3 clusters Score -2.393323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -23933226.000000 Penalty: 6019.604492
	Iteration 200F: 3 clusters Score -2.393323e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180511 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -23933194.000000 Penalty: 6019.604492
	Iteration 201Q: 3 clusters Score -2.393319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180555 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -23933210.000000 Penalty: 6019.604492
	Iteration 202Q: 3 clusters Score -2.393321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180598 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -23933228.000000 Penalty: 6019.604492
	Iteration 203Q: 3 clusters Score -2.393323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -23933248.000000 Penalty: 6019.604492
	Iteration 204Q: 3 clusters Score -2.393325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180674 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -23933268.000000 Penalty: 6019.604492
	Iteration 205Q: 3 clusters Score -2.393327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -23933262.000000 Penalty: 6019.604492
	Iteration 206Q: 3 clusters Score -2.393326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180726 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -23933264.000000 Penalty: 6019.604492
	Iteration 207Q: 3 clusters Score -2.393326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -23933226.000000 Penalty: 6019.604492
	Iteration 208Q: 3 clusters Score -2.393323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180768 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -23933252.000000 Penalty: 6019.604492
	Iteration 209Q: 3 clusters Score -2.393325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180798 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -23933276.000000 Penalty: 6019.604492
	Iteration 210Q: 3 clusters Score -2.393328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180831 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -23933252.000000 Penalty: 6019.604492
	Iteration 211Q: 3 clusters Score -2.393325e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180864 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -23933254.000000 Penalty: 6019.604492
	Iteration 212Q: 3 clusters Score -2.393325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180902 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -23933288.000000 Penalty: 6019.604492
	Iteration 213Q: 3 clusters Score -2.393329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -23933274.000000 Penalty: 6019.604492
	Iteration 214Q: 3 clusters Score -2.393327e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181001 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -23933300.000000 Penalty: 6019.604492
	Iteration 215Q: 3 clusters Score -2.39333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -23933294.000000 Penalty: 6019.604492
	Iteration 216Q: 3 clusters Score -2.393329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -23933292.000000 Penalty: 6019.604492
	Iteration 217Q: 3 clusters Score -2.393329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -23933252.000000 Penalty: 6019.604492
	Iteration 218Q: 3 clusters Score -2.393325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -23933250.000000 Penalty: 6019.604492
	Iteration 219Q: 3 clusters Score -2.393325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181193 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -23933282.000000 Penalty: 6019.604492
	Iteration 220F: 3 clusters Score -2.393328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181222 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -23933284.000000 Penalty: 6019.604492
	Iteration 221Q: 3 clusters Score -2.393328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -23933292.000000 Penalty: 6019.604492
	Iteration 222Q: 3 clusters Score -2.393329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -23933284.000000 Penalty: 6019.604492
	Iteration 223Q: 3 clusters Score -2.393328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -23933290.000000 Penalty: 6019.604492
	Iteration 224Q: 3 clusters Score -2.393329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -23933300.000000 Penalty: 6019.604492
	Iteration 225Q: 3 clusters Score -2.39333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181341 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -23933294.000000 Penalty: 6019.604492
	Iteration 226Q: 3 clusters Score -2.393329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181365 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -23933296.000000 Penalty: 6019.604492
	Iteration 227Q: 3 clusters Score -2.39333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181383 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -23933304.000000 Penalty: 6019.604492
	Iteration 228Q: 3 clusters Score -2.39333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -23933304.000000 Penalty: 6019.604492
	Iteration 229Q: 3 clusters Score -2.39333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -23933322.000000 Penalty: 6019.604492
	Iteration 230Q: 3 clusters Score -2.393332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -23933288.000000 Penalty: 6019.604492
	Iteration 231Q: 3 clusters Score -2.393329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -23933298.000000 Penalty: 6019.604492
	Iteration 232Q: 3 clusters Score -2.39333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181430 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -23933310.000000 Penalty: 6019.604492
	Iteration 233Q: 3 clusters Score -2.393331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -23933290.000000 Penalty: 6019.604492
	Iteration 234Q: 3 clusters Score -2.393329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -23933310.000000 Penalty: 6019.604492
	Iteration 235Q: 3 clusters Score -2.393331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181467 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -23933306.000000 Penalty: 6019.604492
	Iteration 236Q: 3 clusters Score -2.393331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181479 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -23933302.000000 Penalty: 6019.604492
	Iteration 237Q: 3 clusters Score -2.39333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181488 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -23933326.000000 Penalty: 6019.604492
	Iteration 238Q: 3 clusters Score -2.393333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181496 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -23933332.000000 Penalty: 6019.604492
	Iteration 239Q: 3 clusters Score -2.393333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181504 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -23933338.000000 Penalty: 6019.604492
	Iteration 240F: 3 clusters Score -2.393334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181514 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -23933320.000000 Penalty: 6019.604492
	Iteration 241Q: 3 clusters Score -2.393332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181523 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -23933312.000000 Penalty: 6019.604492
	Iteration 242Q: 3 clusters Score -2.393331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -23933320.000000 Penalty: 6019.604492
	Iteration 243Q: 3 clusters Score -2.393332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181535 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -23933322.000000 Penalty: 6019.604492
	Iteration 244Q: 3 clusters Score -2.393332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -23933328.000000 Penalty: 6019.604492
	Iteration 245Q: 3 clusters Score -2.393333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -23933314.000000 Penalty: 6019.604492
	Iteration 246Q: 3 clusters Score -2.393331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181550 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -23933312.000000 Penalty: 6019.604492
	Iteration 247Q: 3 clusters Score -2.393331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -23933324.000000 Penalty: 6019.604492
	Iteration 248Q: 3 clusters Score -2.393332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181561 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -23933332.000000 Penalty: 6019.604492
	Iteration 249Q: 3 clusters Score -2.393333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -23933332.000000 Penalty: 6019.604492
	Iteration 250Q: 3 clusters Score -2.393333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181581 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -23933352.000000 Penalty: 6019.604492
	Iteration 251Q: 3 clusters Score -2.393335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181594 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 252Q: 3 clusters Score -2.393335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181610 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -23933364.000000 Penalty: 6019.604492
	Iteration 253Q: 3 clusters Score -2.393336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181621 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 254Q: 3 clusters Score -2.393335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -23933362.000000 Penalty: 6019.604492
	Iteration 255Q: 3 clusters Score -2.393336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181644 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -23933338.000000 Penalty: 6019.604492
	Iteration 256Q: 3 clusters Score -2.393334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181653 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -23933366.000000 Penalty: 6019.604492
	Iteration 257Q: 3 clusters Score -2.393337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181663 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 258Q: 3 clusters Score -2.393335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -23933380.000000 Penalty: 6019.604492
	Iteration 259Q: 3 clusters Score -2.393338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181679 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -23933362.000000 Penalty: 6019.604492
	Iteration 260F: 3 clusters Score -2.393336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -23933374.000000 Penalty: 6019.604492
	Iteration 261Q: 3 clusters Score -2.393337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181684 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -23933372.000000 Penalty: 6019.604492
	Iteration 262Q: 3 clusters Score -2.393337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181685 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -23933360.000000 Penalty: 6019.604492
	Iteration 263Q: 3 clusters Score -2.393336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -23933354.000000 Penalty: 6019.604492
	Iteration 264Q: 3 clusters Score -2.393335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181689 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -23933354.000000 Penalty: 6019.604492
	Iteration 265Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181691 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -23933346.000000 Penalty: 6019.604492
	Iteration 266Q: 3 clusters Score -2.393335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181695 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -23933352.000000 Penalty: 6019.604492
	Iteration 267Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181697 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -23933360.000000 Penalty: 6019.604492
	Iteration 268Q: 3 clusters Score -2.393336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181702 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -23933346.000000 Penalty: 6019.604492
	Iteration 269Q: 3 clusters Score -2.393335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -23933352.000000 Penalty: 6019.604492
	Iteration 270Q: 3 clusters Score -2.393335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -23933354.000000 Penalty: 6019.604492
	Iteration 271Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181710 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -23933354.000000 Penalty: 6019.604492
	Iteration 272Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 273Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181716 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -23933348.000000 Penalty: 6019.604492
	Iteration 274Q: 3 clusters Score -2.393335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181720 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -23933342.000000 Penalty: 6019.604492
	Iteration 275Q: 3 clusters Score -2.393334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181723 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 276Q: 3 clusters Score -2.393335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181729 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 277Q: 3 clusters Score -2.393335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -23933340.000000 Penalty: 6019.604492
	Iteration 278Q: 3 clusters Score -2.393334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181737 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -23933348.000000 Penalty: 6019.604492
	Iteration 279Q: 3 clusters Score -2.393335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181742 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -23933334.000000 Penalty: 6019.604492
	Iteration 280F: 3 clusters Score -2.393333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181745 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -23933342.000000 Penalty: 6019.604492
	Iteration 281Q: 3 clusters Score -2.393334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -23933346.000000 Penalty: 6019.604492
	Iteration 282Q: 3 clusters Score -2.393335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181751 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -23933360.000000 Penalty: 6019.604492
	Iteration 283Q: 3 clusters Score -2.393336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 284Q: 3 clusters Score -2.393335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 285Q: 3 clusters Score -2.393335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -23933350.000000 Penalty: 6019.604492
	Iteration 286F: 3 clusters Score -2.393335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -117300.046875 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -117300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115359.523438 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -115359.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115723.882812 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -115723.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115879.210938 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -115879.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115943.250000 Penalty: 3416.731934
	Iteration 3Q: 3 clusters Score -115943.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115996.546875 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -115996.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116033.109375 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -116033.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116070.859375 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -116070.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116105.125000 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -116105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116155.140625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -116155.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116181.703125 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -116181.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116214.507812 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -116214.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116241.054688 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -116241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116272.210938 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -116272.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116309.421875 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -116309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116340.437500 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -116340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116377.664062 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -116377.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116429.640625 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -116429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116534.359375 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -116534.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116591.820312 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -116591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116638.757812 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -116638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -116682.109375 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -116682.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116706.929688 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -116706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116721.703125 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -116721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116725.398438 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -116725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116735.625000 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -116735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116744.132812 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -116744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116749.843750 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -116749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116752.085938 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -116752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116752.085938 Penalty: 3416.731934
	Iteration 28F: 3 clusters Score -116752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -1015454.812500 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -1015455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1008806.750000 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -1008807 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1010843.125000 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -1010843 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1011327.250000 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -1011327 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1012012.062500 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -1012012 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1012703.625000 Penalty: 4478.115234
	Iteration 4F: 3 clusters Score -1012704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1013272.187500 Penalty: 4478.115234
	Iteration 5F: 3 clusters Score -1013272 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1013711.187500 Penalty: 4478.115234
	Iteration 6F: 3 clusters Score -1013711 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1013975.875000 Penalty: 4478.115234
	Iteration 7Q: 3 clusters Score -1013976 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1014120.187500 Penalty: 4478.115234
	Iteration 8Q: 3 clusters Score -1014120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1014207.000000 Penalty: 4478.115234
	Iteration 9Q: 3 clusters Score -1014207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1014279.500000 Penalty: 4478.115234
	Iteration 10Q: 3 clusters Score -1014280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1014332.687500 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -1014333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1014373.875000 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -1014374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1014413.937500 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -1014414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1014445.187500 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -1014445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1014466.750000 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -1014467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1014489.937500 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -1014490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1014508.750000 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -1014509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1014524.875000 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -1014525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1014535.875000 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -1014536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1014544.125000 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -1014544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1014549.437500 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -1014549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1014554.312500 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -1014554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1014562.187500 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -1014562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1014567.312500 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -1014567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1014572.437500 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -1014572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1014577.312500 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -1014577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1014584.125000 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -1014584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1014584.812500 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -1014585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1014586.750000 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -1014587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1014588.312500 Penalty: 4478.115234
	Iteration 30Q: 3 clusters Score -1014588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1014590.750000 Penalty: 4478.115234
	Iteration 31Q: 3 clusters Score -1014591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1014591.937500 Penalty: 4478.115234
	Iteration 32Q: 3 clusters Score -1014592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1014595.125000 Penalty: 4478.115234
	Iteration 33Q: 3 clusters Score -1014595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1014596.187500 Penalty: 4478.115234
	Iteration 34Q: 3 clusters Score -1014596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1014595.812500 Penalty: 4478.115234
	Iteration 35Q: 3 clusters Score -1014596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1014596.562500 Penalty: 4478.115234
	Iteration 36Q: 3 clusters Score -1014597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1014595.125000 Penalty: 4478.115234
	Iteration 37Q: 3 clusters Score -1014595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1014597.375000 Penalty: 4478.115234
	Iteration 38Q: 3 clusters Score -1014597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1014597.375000 Penalty: 4478.115234
	Iteration 39F: 3 clusters Score -1014597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Entering Unmasked Estep 
Score: -7661735.000000 Penalty: 2723.447266
	Iteration 0F: 2 clusters Score -7661735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7622265.500000 Penalty: 5446.894531
	Iteration 0F: 3 clusters Score -7622266 nChanged 27336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -7637677.500000 Penalty: 5446.894531
	Iteration 1F: 3 clusters Score -7637678 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -7638546.000000 Penalty: 5446.894531
	Iteration 2Q: 3 clusters Score -7638546 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -7639611.500000 Penalty: 5446.894531
	Iteration 3Q: 3 clusters Score -7639612 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -7640963.500000 Penalty: 5446.894531
	Iteration 4Q: 3 clusters Score -7640964 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -7642579.500000 Penalty: 5446.894531
	Iteration 5F: 3 clusters Score -7642580 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7644981.000000 Penalty: 5446.894531
	Iteration 6F: 3 clusters Score -7644981 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -7648134.500000 Penalty: 5446.894531
	Iteration 7F: 3 clusters Score -7648134 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -7651507.500000 Penalty: 5446.894531
	Iteration 8F: 3 clusters Score -7651508 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -7653923.500000 Penalty: 5446.894531
	Iteration 9F: 3 clusters Score -7653924 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7655189.000000 Penalty: 5446.894531
	Iteration 10Q: 3 clusters Score -7655189 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -7655827.000000 Penalty: 5446.894531
	Iteration 11Q: 3 clusters Score -7655827 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -7656269.500000 Penalty: 5446.894531
	Iteration 12Q: 3 clusters Score -7656270 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -7656643.000000 Penalty: 5446.894531
	Iteration 13Q: 3 clusters Score -7656643 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -7657017.000000 Penalty: 5446.894531
	Iteration 14Q: 3 clusters Score -7657017 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -7657392.000000 Penalty: 5446.894531
	Iteration 15Q: 3 clusters Score -7657392 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7657711.000000 Penalty: 5446.894531
	Iteration 16Q: 3 clusters Score -7657711 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -7658032.000000 Penalty: 5446.894531
	Iteration 17Q: 3 clusters Score -7658032 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7658308.500000 Penalty: 5446.894531
	Iteration 18Q: 3 clusters Score -7658308 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7658532.500000 Penalty: 5446.894531
	Iteration 19Q: 3 clusters Score -7658532 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7658718.500000 Penalty: 5446.894531
	Iteration 20F: 3 clusters Score -7658718 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7658897.500000 Penalty: 5446.894531
	Iteration 21Q: 3 clusters Score -7658898 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7659027.500000 Penalty: 5446.894531
	Iteration 22Q: 3 clusters Score -7659028 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7659107.500000 Penalty: 5446.894531
	Iteration 23Q: 3 clusters Score -7659108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7659180.500000 Penalty: 5446.894531
	Iteration 24Q: 3 clusters Score -7659180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7659250.000000 Penalty: 5446.894531
	Iteration 25Q: 3 clusters Score -7659250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7659322.000000 Penalty: 5446.894531
	Iteration 26Q: 3 clusters Score -7659322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7659373.500000 Penalty: 5446.894531
	Iteration 27Q: 3 clusters Score -7659374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7659456.000000 Penalty: 5446.894531
	Iteration 28Q: 3 clusters Score -7659456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7659501.000000 Penalty: 5446.894531
	Iteration 29Q: 3 clusters Score -7659501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7659537.500000 Penalty: 5446.894531
	Iteration 30Q: 3 clusters Score -7659538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7659603.500000 Penalty: 5446.894531
	Iteration 31Q: 3 clusters Score -7659604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7659626.000000 Penalty: 5446.894531
	Iteration 32Q: 3 clusters Score -7659626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7659641.000000 Penalty: 5446.894531
	Iteration 33Q: 3 clusters Score -7659641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7659663.500000 Penalty: 5446.894531
	Iteration 34Q: 3 clusters Score -7659664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7659691.500000 Penalty: 5446.894531
	Iteration 35Q: 3 clusters Score -7659692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7659701.500000 Penalty: 5446.894531
	Iteration 36Q: 3 clusters Score -7659702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7659743.500000 Penalty: 5446.894531
	Iteration 37Q: 3 clusters Score -7659744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7659751.000000 Penalty: 5446.894531
	Iteration 38Q: 3 clusters Score -7659751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7659760.500000 Penalty: 5446.894531
	Iteration 39Q: 3 clusters Score -7659760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7659759.500000 Penalty: 5446.894531
	Iteration 40F: 3 clusters Score -7659760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7659773.000000 Penalty: 5446.894531
	Iteration 41Q: 3 clusters Score -7659773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7659784.000000 Penalty: 5446.894531
	Iteration 42Q: 3 clusters Score -7659784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7659791.500000 Penalty: 5446.894531
	Iteration 43Q: 3 clusters Score -7659792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7659786.500000 Penalty: 5446.894531
	Iteration 44Q: 3 clusters Score -7659786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7659815.500000 Penalty: 5446.894531
	Iteration 45Q: 3 clusters Score -7659816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7659815.500000 Penalty: 5446.894531
	Iteration 46Q: 3 clusters Score -7659816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7659824.500000 Penalty: 5446.894531
	Iteration 47Q: 3 clusters Score -7659824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7659820.500000 Penalty: 5446.894531
	Iteration 48Q: 3 clusters Score -7659820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7659845.500000 Penalty: 5446.894531
	Iteration 49Q: 3 clusters Score -7659846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7659858.000000 Penalty: 5446.894531
	Iteration 50Q: 3 clusters Score -7659858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7659860.000000 Penalty: 5446.894531
	Iteration 51Q: 3 clusters Score -7659860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7659851.000000 Penalty: 5446.894531
	Iteration 52Q: 3 clusters Score -7659851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7659852.000000 Penalty: 5446.894531
	Iteration 53Q: 3 clusters Score -7659852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7659854.000000 Penalty: 5446.894531
	Iteration 54Q: 3 clusters Score -7659854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7659859.500000 Penalty: 5446.894531
	Iteration 55Q: 3 clusters Score -7659860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7659862.500000 Penalty: 5446.894531
	Iteration 56Q: 3 clusters Score -7659862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7659865.000000 Penalty: 5446.894531
	Iteration 57Q: 3 clusters Score -7659865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7659865.000000 Penalty: 5446.894531
	Iteration 58Q: 3 clusters Score -7659865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7659865.000000 Penalty: 5446.894531
	Iteration 59Q: 3 clusters Score -7659865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7659869.000000 Penalty: 5446.894531
	Iteration 60F: 3 clusters Score -7659869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7659871.500000 Penalty: 5446.894531
	Iteration 61Q: 3 clusters Score -7659872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7659868.500000 Penalty: 5446.894531
	Iteration 62Q: 3 clusters Score -7659868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7659879.000000 Penalty: 5446.894531
	Iteration 63Q: 3 clusters Score -7659879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7659875.000000 Penalty: 5446.894531
	Iteration 64Q: 3 clusters Score -7659875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7659877.000000 Penalty: 5446.894531
	Iteration 65Q: 3 clusters Score -7659877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7659889.000000 Penalty: 5446.894531
	Iteration 66Q: 3 clusters Score -7659889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7659888.000000 Penalty: 5446.894531
	Iteration 67Q: 3 clusters Score -7659888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7659896.000000 Penalty: 5446.894531
	Iteration 68Q: 3 clusters Score -7659896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7659888.500000 Penalty: 5446.894531
	Iteration 69Q: 3 clusters Score -7659888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7659892.000000 Penalty: 5446.894531
	Iteration 70Q: 3 clusters Score -7659892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7659892.000000 Penalty: 5446.894531
	Iteration 71F: 3 clusters Score -7659892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Entering Unmasked Estep 
Score: -4024108.250000 Penalty: 2563.565430
	Iteration 0F: 2 clusters Score -4024108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4002977.750000 Penalty: 5127.130859
	Iteration 0F: 3 clusters Score -4002978 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -4010629.750000 Penalty: 5127.130859
	Iteration 1F: 3 clusters Score -4010630 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4011175.000000 Penalty: 5127.130859
	Iteration 2Q: 3 clusters Score -4011175 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4011690.750000 Penalty: 5127.130859
	Iteration 3Q: 3 clusters Score -4011691 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4012268.250000 Penalty: 5127.130859
	Iteration 4Q: 3 clusters Score -4012268 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4013074.250000 Penalty: 5127.130859
	Iteration 5Q: 3 clusters Score -4013074 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4014176.000000 Penalty: 5127.130859
	Iteration 6F: 3 clusters Score -4014176 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4015689.250000 Penalty: 5127.130859
	Iteration 7F: 3 clusters Score -4015689 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4017535.250000 Penalty: 5127.130859
	Iteration 8F: 3 clusters Score -4017535 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4019230.750000 Penalty: 5127.130859
	Iteration 9F: 3 clusters Score -4019231 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4020432.750000 Penalty: 5127.130859
	Iteration 10Q: 3 clusters Score -4020433 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4021118.750000 Penalty: 5127.130859
	Iteration 11Q: 3 clusters Score -4021119 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4021502.250000 Penalty: 5127.130859
	Iteration 12Q: 3 clusters Score -4021502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4021668.000000 Penalty: 5127.130859
	Iteration 13Q: 3 clusters Score -4021668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4021744.250000 Penalty: 5127.130859
	Iteration 14Q: 3 clusters Score -4021744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4021786.500000 Penalty: 5127.130859
	Iteration 15Q: 3 clusters Score -4021786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4021818.250000 Penalty: 5127.130859
	Iteration 16Q: 3 clusters Score -4021818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4021841.000000 Penalty: 5127.130859
	Iteration 17Q: 3 clusters Score -4021841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4021858.750000 Penalty: 5127.130859
	Iteration 18Q: 3 clusters Score -4021859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4021860.750000 Penalty: 5127.130859
	Iteration 19Q: 3 clusters Score -4021861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4021869.500000 Penalty: 5127.130859
	Iteration 20F: 3 clusters Score -4021870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4021869.250000 Penalty: 5127.130859
	Iteration 21Q: 3 clusters Score -4021869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4021874.750000 Penalty: 5127.130859
	Iteration 22Q: 3 clusters Score -4021875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4021878.000000 Penalty: 5127.130859
	Iteration 23Q: 3 clusters Score -4021878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4021878.000000 Penalty: 5127.130859
	Iteration 24F: 3 clusters Score -4021878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Entering Unmasked Estep 
Score: -1691511.875000 Penalty: 2362.291748
	Iteration 0F: 2 clusters Score -1691512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1681547.750000 Penalty: 4724.583496
	Iteration 0F: 3 clusters Score -1681548 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1684491.875000 Penalty: 4724.583496
	Iteration 1F: 3 clusters Score -1684492 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1684795.250000 Penalty: 4724.583496
	Iteration 2F: 3 clusters Score -1684795 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1685024.625000 Penalty: 4724.583496
	Iteration 3Q: 3 clusters Score -1685025 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1685234.125000 Penalty: 4724.583496
	Iteration 4Q: 3 clusters Score -1685234 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1685457.125000 Penalty: 4724.583496
	Iteration 5Q: 3 clusters Score -1685457 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1685729.000000 Penalty: 4724.583496
	Iteration 6Q: 3 clusters Score -1685729 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1686040.375000 Penalty: 4724.583496
	Iteration 7Q: 3 clusters Score -1686040 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1686248.750000 Penalty: 4724.583496
	Iteration 8Q: 3 clusters Score -1686249 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1686420.875000 Penalty: 4724.583496
	Iteration 9Q: 3 clusters Score -1686421 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1686563.875000 Penalty: 4724.583496
	Iteration 10Q: 3 clusters Score -1686564 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1686704.500000 Penalty: 4724.583496
	Iteration 11Q: 3 clusters Score -1686704 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1686820.625000 Penalty: 4724.583496
	Iteration 12Q: 3 clusters Score -1686821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1686932.750000 Penalty: 4724.583496
	Iteration 13Q: 3 clusters Score -1686933 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1687026.500000 Penalty: 4724.583496
	Iteration 14Q: 3 clusters Score -1687026 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1687112.000000 Penalty: 4724.583496
	Iteration 15Q: 3 clusters Score -1687112 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1687211.375000 Penalty: 4724.583496
	Iteration 16Q: 3 clusters Score -1687211 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1687319.750000 Penalty: 4724.583496
	Iteration 17Q: 3 clusters Score -1687320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1687434.750000 Penalty: 4724.583496
	Iteration 18Q: 3 clusters Score -1687435 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1687563.375000 Penalty: 4724.583496
	Iteration 19Q: 3 clusters Score -1687563 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1687706.125000 Penalty: 4724.583496
	Iteration 20F: 3 clusters Score -1687706 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1687839.250000 Penalty: 4724.583496
	Iteration 21Q: 3 clusters Score -1687839 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1687976.500000 Penalty: 4724.583496
	Iteration 22Q: 3 clusters Score -1687976 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1688120.375000 Penalty: 4724.583496
	Iteration 23Q: 3 clusters Score -1688120 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1688295.000000 Penalty: 4724.583496
	Iteration 24Q: 3 clusters Score -1688295 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1688447.375000 Penalty: 4724.583496
	Iteration 25Q: 3 clusters Score -1688447 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1688580.500000 Penalty: 4724.583496
	Iteration 26Q: 3 clusters Score -1688580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1688698.000000 Penalty: 4724.583496
	Iteration 27Q: 3 clusters Score -1688698 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1688833.875000 Penalty: 4724.583496
	Iteration 28Q: 3 clusters Score -1688834 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1688993.625000 Penalty: 4724.583496
	Iteration 29Q: 3 clusters Score -1688994 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1689127.125000 Penalty: 4724.583496
	Iteration 30Q: 3 clusters Score -1689127 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1689246.750000 Penalty: 4724.583496
	Iteration 31Q: 3 clusters Score -1689247 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1689377.000000 Penalty: 4724.583496
	Iteration 32Q: 3 clusters Score -1689377 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1689462.000000 Penalty: 4724.583496
	Iteration 33Q: 3 clusters Score -1689462 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1689536.125000 Penalty: 4724.583496
	Iteration 34Q: 3 clusters Score -1689536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1689615.750000 Penalty: 4724.583496
	Iteration 35Q: 3 clusters Score -1689616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1689694.625000 Penalty: 4724.583496
	Iteration 36Q: 3 clusters Score -1689695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1689765.625000 Penalty: 4724.583496
	Iteration 37Q: 3 clusters Score -1689766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1689822.500000 Penalty: 4724.583496
	Iteration 38Q: 3 clusters Score -1689822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1689882.875000 Penalty: 4724.583496
	Iteration 39Q: 3 clusters Score -1689883 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1689927.625000 Penalty: 4724.583496
	Iteration 40F: 3 clusters Score -1689928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1689980.000000 Penalty: 4724.583496
	Iteration 41Q: 3 clusters Score -1689980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1690026.375000 Penalty: 4724.583496
	Iteration 42Q: 3 clusters Score -1690026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1690061.750000 Penalty: 4724.583496
	Iteration 43Q: 3 clusters Score -1690062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1690105.375000 Penalty: 4724.583496
	Iteration 44Q: 3 clusters Score -1690105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1690149.250000 Penalty: 4724.583496
	Iteration 45Q: 3 clusters Score -1690149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1690208.625000 Penalty: 4724.583496
	Iteration 46Q: 3 clusters Score -1690209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1690293.000000 Penalty: 4724.583496
	Iteration 47Q: 3 clusters Score -1690293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1690373.125000 Penalty: 4724.583496
	Iteration 48Q: 3 clusters Score -1690373 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1690438.500000 Penalty: 4724.583496
	Iteration 49Q: 3 clusters Score -1690438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1690515.625000 Penalty: 4724.583496
	Iteration 50Q: 3 clusters Score -1690516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1690619.750000 Penalty: 4724.583496
	Iteration 51Q: 3 clusters Score -1690620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1690722.500000 Penalty: 4724.583496
	Iteration 52Q: 3 clusters Score -1690722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1690805.125000 Penalty: 4724.583496
	Iteration 53Q: 3 clusters Score -1690805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1690855.250000 Penalty: 4724.583496
	Iteration 54Q: 3 clusters Score -1690855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1690890.250000 Penalty: 4724.583496
	Iteration 55Q: 3 clusters Score -1690890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1690901.500000 Penalty: 4724.583496
	Iteration 56Q: 3 clusters Score -1690902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1690912.375000 Penalty: 4724.583496
	Iteration 57Q: 3 clusters Score -1690912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1690917.000000 Penalty: 4724.583496
	Iteration 58Q: 3 clusters Score -1690917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1690919.750000 Penalty: 4724.583496
	Iteration 59Q: 3 clusters Score -1690920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1690923.375000 Penalty: 4724.583496
	Iteration 60F: 3 clusters Score -1690923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1690923.250000 Penalty: 4724.583496
	Iteration 61Q: 3 clusters Score -1690923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1690923.250000 Penalty: 4724.583496
	Iteration 62F: 3 clusters Score -1690923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Entering Unmasked Estep 
Score: -4295687.000000 Penalty: 2580.512451
	Iteration 0F: 2 clusters Score -4295687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4273138.000000 Penalty: 5161.024902
	Iteration 0F: 3 clusters Score -4273138 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4281300.500000 Penalty: 5161.024902
	Iteration 1F: 3 clusters Score -4281300 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4281742.000000 Penalty: 5161.024902
	Iteration 2Q: 3 clusters Score -4281742 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4282098.000000 Penalty: 5161.024902
	Iteration 3Q: 3 clusters Score -4282098 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4282464.000000 Penalty: 5161.024902
	Iteration 4Q: 3 clusters Score -4282464 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4282826.000000 Penalty: 5161.024902
	Iteration 5Q: 3 clusters Score -4282826 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4283253.500000 Penalty: 5161.024902
	Iteration 6Q: 3 clusters Score -4283254 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4283815.000000 Penalty: 5161.024902
	Iteration 7Q: 3 clusters Score -4283815 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4284516.500000 Penalty: 5161.024902
	Iteration 8Q: 3 clusters Score -4284516 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4285383.000000 Penalty: 5161.024902
	Iteration 9Q: 3 clusters Score -4285383 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4286445.000000 Penalty: 5161.024902
	Iteration 10Q: 3 clusters Score -4286445 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -4287442.000000 Penalty: 5161.024902
	Iteration 11Q: 3 clusters Score -4287442 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4288414.500000 Penalty: 5161.024902
	Iteration 12Q: 3 clusters Score -4288414 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4289291.000000 Penalty: 5161.024902
	Iteration 13Q: 3 clusters Score -4289291 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4289972.500000 Penalty: 5161.024902
	Iteration 14Q: 3 clusters Score -4289972 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4290427.500000 Penalty: 5161.024902
	Iteration 15Q: 3 clusters Score -4290428 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4290698.000000 Penalty: 5161.024902
	Iteration 16Q: 3 clusters Score -4290698 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4290878.000000 Penalty: 5161.024902
	Iteration 17Q: 3 clusters Score -4290878 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4291022.500000 Penalty: 5161.024902
	Iteration 18Q: 3 clusters Score -4291022 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4291120.500000 Penalty: 5161.024902
	Iteration 19Q: 3 clusters Score -4291120 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -4291228.000000 Penalty: 5161.024902
	Iteration 20F: 3 clusters Score -4291228 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4291330.500000 Penalty: 5161.024902
	Iteration 21Q: 3 clusters Score -4291330 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4291410.500000 Penalty: 5161.024902
	Iteration 22Q: 3 clusters Score -4291410 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4291492.000000 Penalty: 5161.024902
	Iteration 23Q: 3 clusters Score -4291492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4291586.000000 Penalty: 5161.024902
	Iteration 24Q: 3 clusters Score -4291586 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4291675.000000 Penalty: 5161.024902
	Iteration 25Q: 3 clusters Score -4291675 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4291754.000000 Penalty: 5161.024902
	Iteration 26Q: 3 clusters Score -4291754 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4291842.000000 Penalty: 5161.024902
	Iteration 27Q: 3 clusters Score -4291842 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4291914.000000 Penalty: 5161.024902
	Iteration 28Q: 3 clusters Score -4291914 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4292001.500000 Penalty: 5161.024902
	Iteration 29Q: 3 clusters Score -4292002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4292098.500000 Penalty: 5161.024902
	Iteration 30Q: 3 clusters Score -4292098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4292188.000000 Penalty: 5161.024902
	Iteration 31Q: 3 clusters Score -4292188 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4292277.000000 Penalty: 5161.024902
	Iteration 32Q: 3 clusters Score -4292277 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4292373.500000 Penalty: 5161.024902
	Iteration 33Q: 3 clusters Score -4292374 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4292476.000000 Penalty: 5161.024902
	Iteration 34Q: 3 clusters Score -4292476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4292581.500000 Penalty: 5161.024902
	Iteration 35Q: 3 clusters Score -4292582 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4292673.500000 Penalty: 5161.024902
	Iteration 36Q: 3 clusters Score -4292674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4292753.000000 Penalty: 5161.024902
	Iteration 37Q: 3 clusters Score -4292753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4292839.500000 Penalty: 5161.024902
	Iteration 38Q: 3 clusters Score -4292840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4292889.000000 Penalty: 5161.024902
	Iteration 39Q: 3 clusters Score -4292889 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4292962.000000 Penalty: 5161.024902
	Iteration 40F: 3 clusters Score -4292962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4293032.000000 Penalty: 5161.024902
	Iteration 41Q: 3 clusters Score -4293032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4293078.500000 Penalty: 5161.024902
	Iteration 42Q: 3 clusters Score -4293078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4293117.500000 Penalty: 5161.024902
	Iteration 43Q: 3 clusters Score -4293118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4293165.000000 Penalty: 5161.024902
	Iteration 44Q: 3 clusters Score -4293165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4293190.500000 Penalty: 5161.024902
	Iteration 45Q: 3 clusters Score -4293190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4293217.500000 Penalty: 5161.024902
	Iteration 46Q: 3 clusters Score -4293218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4293236.500000 Penalty: 5161.024902
	Iteration 47Q: 3 clusters Score -4293236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4293253.000000 Penalty: 5161.024902
	Iteration 48Q: 3 clusters Score -4293253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4293274.500000 Penalty: 5161.024902
	Iteration 49Q: 3 clusters Score -4293274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4293280.500000 Penalty: 5161.024902
	Iteration 50Q: 3 clusters Score -4293280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4293305.500000 Penalty: 5161.024902
	Iteration 51Q: 3 clusters Score -4293306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4293313.500000 Penalty: 5161.024902
	Iteration 52Q: 3 clusters Score -4293314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4293317.000000 Penalty: 5161.024902
	Iteration 53Q: 3 clusters Score -4293317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4293323.500000 Penalty: 5161.024902
	Iteration 54Q: 3 clusters Score -4293324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4293344.000000 Penalty: 5161.024902
	Iteration 55Q: 3 clusters Score -4293344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4293350.000000 Penalty: 5161.024902
	Iteration 56Q: 3 clusters Score -4293350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4293354.500000 Penalty: 5161.024902
	Iteration 57Q: 3 clusters Score -4293354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4293359.000000 Penalty: 5161.024902
	Iteration 58Q: 3 clusters Score -4293359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4293367.500000 Penalty: 5161.024902
	Iteration 59Q: 3 clusters Score -4293368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4293382.000000 Penalty: 5161.024902
	Iteration 60F: 3 clusters Score -4293382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4293390.500000 Penalty: 5161.024902
	Iteration 61Q: 3 clusters Score -4293390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4293400.500000 Penalty: 5161.024902
	Iteration 62Q: 3 clusters Score -4293400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4293413.000000 Penalty: 5161.024902
	Iteration 63Q: 3 clusters Score -4293413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4293414.000000 Penalty: 5161.024902
	Iteration 64Q: 3 clusters Score -4293414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4293433.000000 Penalty: 5161.024902
	Iteration 65Q: 3 clusters Score -4293433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4293442.000000 Penalty: 5161.024902
	Iteration 66Q: 3 clusters Score -4293442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4293447.000000 Penalty: 5161.024902
	Iteration 67Q: 3 clusters Score -4293447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4293455.000000 Penalty: 5161.024902
	Iteration 68Q: 3 clusters Score -4293455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4293460.500000 Penalty: 5161.024902
	Iteration 69Q: 3 clusters Score -4293460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4293476.000000 Penalty: 5161.024902
	Iteration 70Q: 3 clusters Score -4293476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4293480.500000 Penalty: 5161.024902
	Iteration 71Q: 3 clusters Score -4293480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4293484.500000 Penalty: 5161.024902
	Iteration 72Q: 3 clusters Score -4293484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4293495.500000 Penalty: 5161.024902
	Iteration 73Q: 3 clusters Score -4293496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4293498.500000 Penalty: 5161.024902
	Iteration 74Q: 3 clusters Score -4293498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4293494.000000 Penalty: 5161.024902
	Iteration 75Q: 3 clusters Score -4293494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4293516.500000 Penalty: 5161.024902
	Iteration 76Q: 3 clusters Score -4293516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4293521.000000 Penalty: 5161.024902
	Iteration 77Q: 3 clusters Score -4293521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4293522.000000 Penalty: 5161.024902
	Iteration 78Q: 3 clusters Score -4293522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4293526.000000 Penalty: 5161.024902
	Iteration 79Q: 3 clusters Score -4293526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4293529.000000 Penalty: 5161.024902
	Iteration 80F: 3 clusters Score -4293529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4293527.500000 Penalty: 5161.024902
	Iteration 81Q: 3 clusters Score -4293528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4293533.000000 Penalty: 5161.024902
	Iteration 82Q: 3 clusters Score -4293533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4293540.000000 Penalty: 5161.024902
	Iteration 83Q: 3 clusters Score -4293540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4293536.000000 Penalty: 5161.024902
	Iteration 84Q: 3 clusters Score -4293536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4293546.500000 Penalty: 5161.024902
	Iteration 85Q: 3 clusters Score -4293546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4293545.000000 Penalty: 5161.024902
	Iteration 86Q: 3 clusters Score -4293545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4293543.000000 Penalty: 5161.024902
	Iteration 87Q: 3 clusters Score -4293543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4293542.500000 Penalty: 5161.024902
	Iteration 88Q: 3 clusters Score -4293542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4293553.000000 Penalty: 5161.024902
	Iteration 89Q: 3 clusters Score -4293553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4293557.000000 Penalty: 5161.024902
	Iteration 90Q: 3 clusters Score -4293557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4293556.000000 Penalty: 5161.024902
	Iteration 91Q: 3 clusters Score -4293556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4293556.000000 Penalty: 5161.024902
	Iteration 92Q: 3 clusters Score -4293556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4293556.000000 Penalty: 5161.024902
	Iteration 93Q: 3 clusters Score -4293556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4293556.000000 Penalty: 5161.024902
	Iteration 94Q: 3 clusters Score -4293556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4293556.500000 Penalty: 5161.024902
	Iteration 95Q: 3 clusters Score -4293556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4293562.500000 Penalty: 5161.024902
	Iteration 96Q: 3 clusters Score -4293562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4293559.500000 Penalty: 5161.024902
	Iteration 97Q: 3 clusters Score -4293560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4293559.500000 Penalty: 5161.024902
	Iteration 98F: 3 clusters Score -4293560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 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 401 members 
Entering Unmasked Estep 
Score: -84115.398438 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84115.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84469.523438 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84469.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84622.250000 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84622.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84769.218750 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -84769.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84953.578125 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -84953.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85238.210938 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85238.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85542.562500 Penalty: 3297.896240
	Iteration 6F: 3 clusters Score -85542.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86077.984375 Penalty: 3297.896240
	Iteration 7F: 3 clusters Score -86077.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86606.406250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86606.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86713.828125 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86713.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86776.500000 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86844.648438 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86844.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173998 members 
Mstep: Class 3 contains 169343 members 
Mstep: Class 4 contains 168341 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69363 members 
Mstep: Class 8 contains 25940 members 
Mstep: Class 9 contains 174136 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174996 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 58785 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 33034 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 265 members 
Entering Unmasked Estep 
Score: -166435376.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166436240.000000 to -166435376.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173998 members 
Mstep: Class 3 contains 169343 members 
Mstep: Class 4 contains 168341 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69363 members 
Mstep: Class 8 contains 25940 members 
Mstep: Class 9 contains 174136 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174996 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 58785 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13703 members 
Mstep: Class 20 contains 33034 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436256.000000 Penalty: 73383.539062
Iteration 279Q: 22 clusters Score -1.664363e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173990 members 
Mstep: Class 3 contains 169376 members 
Mstep: Class 4 contains 168329 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69348 members 
Mstep: Class 8 contains 25954 members 
Mstep: Class 9 contains 174129 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174993 members 
Mstep: Class 13 contains 19688 members 
Mstep: Class 14 contains 186530 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 58766 members 
Mstep: Class 18 contains 30861 members 
Mstep: Class 19 contains 13700 members 
Mstep: Class 20 contains 33038 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436320.000000 Penalty: 73383.539062
Iteration 280F: 22 clusters Score -1.664363e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 169409 members 
Mstep: Class 4 contains 168296 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69337 members 
Mstep: Class 8 contains 25975 members 
Mstep: Class 9 contains 174134 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174966 members 
Mstep: Class 13 contains 19688 members 
Mstep: Class 14 contains 186553 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 58736 members 
Mstep: Class 18 contains 30861 members 
Mstep: Class 19 contains 13700 members 
Mstep: Class 20 contains 33051 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436144.000000 Penalty: 73383.539062
Iteration 281Q: 22 clusters Score -1.664361e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174005 members 
Mstep: Class 3 contains 169443 members 
Mstep: Class 4 contains 168270 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69332 members 
Mstep: Class 8 contains 25982 members 
Mstep: Class 9 contains 174147 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174946 members 
Mstep: Class 13 contains 19689 members 
Mstep: Class 14 contains 186568 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 58719 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13696 members 
Mstep: Class 20 contains 33058 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436000.000000 Penalty: 73383.539062
Iteration 282Q: 22 clusters Score -1.66436e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174035 members 
Mstep: Class 3 contains 169491 members 
Mstep: Class 4 contains 168258 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69325 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 174136 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174921 members 
Mstep: Class 13 contains 19692 members 
Mstep: Class 14 contains 186553 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 58705 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 20 contains 33061 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435792.000000 Penalty: 73383.539062
Iteration 283Q: 22 clusters Score -1.664358e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174061 members 
Mstep: Class 3 contains 169533 members 
Mstep: Class 4 contains 168258 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69322 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 174123 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174885 members 
Mstep: Class 13 contains 19696 members 
Mstep: Class 14 contains 186545 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 58692 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 20 contains 33061 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436000.000000 Penalty: 73383.539062
Iteration 284Q: 22 clusters Score -1.66436e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174072 members 
Mstep: Class 3 contains 169588 members 
Mstep: Class 4 contains 168264 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69315 members 
Mstep: Class 8 contains 26003 members 
Mstep: Class 9 contains 174098 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174856 members 
Mstep: Class 13 contains 19701 members 
Mstep: Class 14 contains 186534 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8325 members 
Mstep: Class 17 contains 58684 members 
Mstep: Class 18 contains 30835 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 20 contains 33071 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 73383.539062
Iteration 285Q: 22 clusters Score -1.66436e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174074 members 
Mstep: Class 3 contains 169648 members 
Mstep: Class 4 contains 168261 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69308 members 
Mstep: Class 8 contains 26002 members 
Mstep: Class 9 contains 174086 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174842 members 
Mstep: Class 13 contains 19704 members 
Mstep: Class 14 contains 186516 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 58679 members 
Mstep: Class 18 contains 30830 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 20 contains 33073 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435984.000000 Penalty: 73383.539062
Iteration 286Q: 22 clusters Score -1.66436e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174054 members 
Mstep: Class 3 contains 169714 members 
Mstep: Class 4 contains 168266 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69306 members 
Mstep: Class 8 contains 26007 members 
Mstep: Class 9 contains 174062 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174821 members 
Mstep: Class 13 contains 19709 members 
Mstep: Class 14 contains 186516 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 58669 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 13691 members 
Mstep: Class 20 contains 33075 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436224.000000 Penalty: 73383.539062
Iteration 287Q: 22 clusters Score -1.664362e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174033 members 
Mstep: Class 3 contains 169749 members 
Mstep: Class 4 contains 168263 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69307 members 
Mstep: Class 8 contains 26012 members 
Mstep: Class 9 contains 174057 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174832 members 
Mstep: Class 13 contains 19716 members 
Mstep: Class 14 contains 186502 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 58652 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 13689 members 
Mstep: Class 20 contains 33079 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436240.000000 Penalty: 73383.539062
Iteration 288Q: 22 clusters Score -1.664362e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 169781 members 
Mstep: Class 4 contains 168244 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69300 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 174068 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174854 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 186493 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 58641 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 13688 members 
Mstep: Class 20 contains 33081 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436192.000000 Penalty: 73383.539062
Iteration 289Q: 22 clusters Score -1.664362e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173970 members 
Mstep: Class 3 contains 169818 members 
Mstep: Class 4 contains 168224 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69294 members 
Mstep: Class 8 contains 26022 members 
Mstep: Class 9 contains 174073 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174876 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 186491 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 58631 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13686 members 
Mstep: Class 20 contains 33079 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436320.000000 Penalty: 73383.539062
Iteration 290Q: 22 clusters Score -1.664363e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173958 members 
Mstep: Class 3 contains 169841 members 
Mstep: Class 4 contains 168218 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69289 members 
Mstep: Class 8 contains 26025 members 
Mstep: Class 9 contains 174086 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174855 members 
Mstep: Class 13 contains 19737 members 
Mstep: Class 14 contains 186495 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 58622 members 
Mstep: Class 18 contains 30815 members 
Mstep: Class 19 contains 13690 members 
Mstep: Class 20 contains 33085 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436480.000000 Penalty: 73383.539062
Iteration 291Q: 22 clusters Score -1.664365e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173953 members 
Mstep: Class 3 contains 169876 members 
Mstep: Class 4 contains 168203 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69287 members 
Mstep: Class 8 contains 26036 members 
Mstep: Class 9 contains 174089 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174834 members 
Mstep: Class 13 contains 19738 members 
Mstep: Class 14 contains 186494 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 58611 members 
Mstep: Class 18 contains 30816 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436272.000000 Penalty: 73383.539062
Iteration 292Q: 22 clusters Score -1.664363e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173949 members 
Mstep: Class 3 contains 169904 members 
Mstep: Class 4 contains 168188 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69284 members 
Mstep: Class 8 contains 26035 members 
Mstep: Class 9 contains 174093 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174806 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 186510 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58606 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 20 contains 33098 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 293Q: 22 clusters Score -1.664364e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173935 members 
Mstep: Class 3 contains 169927 members 
Mstep: Class 4 contains 168168 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69280 members 
Mstep: Class 8 contains 26046 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174771 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 186518 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58595 members 
Mstep: Class 18 contains 30822 members 
Mstep: Class 19 contains 13686 members 
Mstep: Class 20 contains 33111 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 294Q: 22 clusters Score -1.664364e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173896 members 
Mstep: Class 3 contains 169951 members 
Mstep: Class 4 contains 168177 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69275 members 
Mstep: Class 8 contains 26054 members 
Mstep: Class 9 contains 174120 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174764 members 
Mstep: Class 13 contains 19753 members 
Mstep: Class 14 contains 186524 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58579 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13679 members 
Mstep: Class 20 contains 33119 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436368.000000 Penalty: 73383.539062
Iteration 295Q: 22 clusters Score -1.664364e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173851 members 
Mstep: Class 3 contains 169984 members 
Mstep: Class 4 contains 168172 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69273 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174788 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58568 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 33128 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436480.000000 Penalty: 73383.539062
Iteration 296Q: 22 clusters Score -1.664365e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173798 members 
Mstep: Class 3 contains 170010 members 
Mstep: Class 4 contains 168175 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69270 members 
Mstep: Class 8 contains 26063 members 
Mstep: Class 9 contains 174117 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174808 members 
Mstep: Class 13 contains 19761 members 
Mstep: Class 14 contains 186511 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 30834 members 
Mstep: Class 19 contains 13681 members 
Mstep: Class 20 contains 33132 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 297Q: 22 clusters Score -1.664364e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173753 members 
Mstep: Class 3 contains 170059 members 
Mstep: Class 4 contains 168149 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69268 members 
Mstep: Class 8 contains 26073 members 
Mstep: Class 9 contains 174097 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174821 members 
Mstep: Class 13 contains 19765 members 
Mstep: Class 14 contains 186517 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 58552 members 
Mstep: Class 18 contains 30841 members 
Mstep: Class 19 contains 13683 members 
Mstep: Class 20 contains 33140 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436224.000000 Penalty: 73383.539062
Iteration 298Q: 22 clusters Score -1.664362e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173731 members 
Mstep: Class 3 contains 170090 members 
Mstep: Class 4 contains 168142 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 26077 members 
Mstep: Class 9 contains 174086 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174821 members 
Mstep: Class 13 contains 19770 members 
Mstep: Class 14 contains 186519 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 13682 members 
Mstep: Class 20 contains 33147 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436352.000000 Penalty: 73383.539062
Iteration 299Q: 22 clusters Score -1.664364e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173711 members 
Mstep: Class 3 contains 170124 members 
Mstep: Class 4 contains 168127 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69264 members 
Mstep: Class 8 contains 26081 members 
Mstep: Class 9 contains 174087 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174800 members 
Mstep: Class 13 contains 19777 members 
Mstep: Class 14 contains 186542 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 58531 members 
Mstep: Class 18 contains 30836 members 
Mstep: Class 19 contains 13680 members 
Mstep: Class 20 contains 33160 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 300F: 22 clusters Score -1.664364e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173685 members 
Mstep: Class 3 contains 170137 members 
Mstep: Class 4 contains 168115 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69259 members 
Mstep: Class 8 contains 26087 members 
Mstep: Class 9 contains 174099 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174802 members 
Mstep: Class 13 contains 19790 members 
Mstep: Class 14 contains 186543 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 58521 members 
Mstep: Class 18 contains 30838 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 33168 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 301Q: 22 clusters Score -1.664364e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173669 members 
Mstep: Class 3 contains 170151 members 
Mstep: Class 4 contains 168095 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69261 members 
Mstep: Class 8 contains 26097 members 
Mstep: Class 9 contains 174100 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174793 members 
Mstep: Class 13 contains 19801 members 
Mstep: Class 14 contains 186545 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 58522 members 
Mstep: Class 18 contains 30840 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 33174 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436368.000000 Penalty: 73383.539062
Iteration 302Q: 22 clusters Score -1.664364e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173660 members 
Mstep: Class 3 contains 170156 members 
Mstep: Class 4 contains 168071 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69263 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174785 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 186541 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 58519 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 33175 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 22 clusters Score -1.664364e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173657 members 
Mstep: Class 3 contains 170157 members 
Mstep: Class 4 contains 168044 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69264 members 
Mstep: Class 8 contains 26113 members 
Mstep: Class 9 contains 174129 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174784 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 186526 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 58517 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 33179 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 22 clusters Score -1.664363e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173653 members 
Mstep: Class 3 contains 170157 members 
Mstep: Class 4 contains 168024 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69264 members 
Mstep: Class 8 contains 26115 members 
Mstep: Class 9 contains 174150 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174795 members 
Mstep: Class 13 contains 19831 members 
Mstep: Class 14 contains 186513 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 58508 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 33183 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
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Iteration 305Q: 22 clusters Score -1.664364e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173648 members 
Mstep: Class 3 contains 170165 members 
Mstep: Class 4 contains 168004 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69263 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174164 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174794 members 
Mstep: Class 13 contains 19838 members 
Mstep: Class 14 contains 186506 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8313 members 
Mstep: Class 17 contains 58503 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13675 members 
Mstep: Class 20 contains 33190 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
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Iteration 306Q: 22 clusters Score -1.664365e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173640 members 
Mstep: Class 3 contains 170161 members 
Mstep: Class 4 contains 167996 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69258 members 
Mstep: Class 8 contains 26115 members 
Mstep: Class 9 contains 174188 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174781 members 
Mstep: Class 13 contains 19842 members 
Mstep: Class 14 contains 186522 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 33195 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
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Iteration 307Q: 22 clusters Score -1.664366e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173626 members 
Mstep: Class 3 contains 170176 members 
Mstep: Class 4 contains 167983 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69252 members 
Mstep: Class 8 contains 26114 members 
Mstep: Class 9 contains 174200 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174786 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 186524 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 58486 members 
Mstep: Class 18 contains 30861 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33204 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
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Iteration 308Q: 22 clusters Score -1.664364e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173601 members 
Mstep: Class 3 contains 170195 members 
Mstep: Class 4 contains 167979 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69247 members 
Mstep: Class 8 contains 26112 members 
Mstep: Class 9 contains 174194 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174783 members 
Mstep: Class 13 contains 19847 members 
Mstep: Class 14 contains 186536 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 58489 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33212 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436544.000000 Penalty: 73383.539062
Iteration 309Q: 22 clusters Score -1.664365e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173590 members 
Mstep: Class 3 contains 170205 members 
Mstep: Class 4 contains 167974 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69241 members 
Mstep: Class 8 contains 26109 members 
Mstep: Class 9 contains 174207 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174783 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 58492 members 
Mstep: Class 18 contains 30865 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33216 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 73383.539062
Iteration 310Q: 22 clusters Score -1.664364e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173581 members 
Mstep: Class 3 contains 170216 members 
Mstep: Class 4 contains 167959 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69235 members 
Mstep: Class 8 contains 26101 members 
Mstep: Class 9 contains 174225 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174786 members 
Mstep: Class 13 contains 19860 members 
Mstep: Class 14 contains 186520 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 58491 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33217 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436480.000000 Penalty: 73383.539062
Iteration 311Q: 22 clusters Score -1.664365e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173580 members 
Mstep: Class 3 contains 170232 members 
Mstep: Class 4 contains 167946 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69233 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 174219 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174783 members 
Mstep: Class 13 contains 19866 members 
Mstep: Class 14 contains 186516 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8306 members 
Mstep: Class 17 contains 58490 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33215 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436320.000000 Penalty: 73383.539062
Iteration 312Q: 22 clusters Score -1.664363e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173566 members 
Mstep: Class 3 contains 170248 members 
Mstep: Class 4 contains 167947 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69230 members 
Mstep: Class 8 contains 26107 members 
Mstep: Class 9 contains 174219 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174786 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 186505 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 58484 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33219 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436416.000000 Penalty: 73383.539062
Iteration 313Q: 22 clusters Score -1.664364e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173573 members 
Mstep: Class 3 contains 170265 members 
Mstep: Class 4 contains 167938 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69227 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 174209 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174789 members 
Mstep: Class 13 contains 19870 members 
Mstep: Class 14 contains 186495 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 58481 members 
Mstep: Class 18 contains 30880 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33230 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436384.000000 Penalty: 73383.539062
Iteration 314Q: 22 clusters Score -1.664364e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173552 members 
Mstep: Class 3 contains 170291 members 
Mstep: Class 4 contains 167928 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69224 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 174212 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174795 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 186498 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 58475 members 
Mstep: Class 18 contains 30877 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33241 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436640.000000 Penalty: 73383.539062
Iteration 315Q: 22 clusters Score -1.664366e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173550 members 
Mstep: Class 3 contains 170310 members 
Mstep: Class 4 contains 167913 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69215 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 174211 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174777 members 
Mstep: Class 13 contains 19873 members 
Mstep: Class 14 contains 186511 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 58473 members 
Mstep: Class 18 contains 30876 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33255 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436592.000000 Penalty: 73383.539062
Iteration 316Q: 22 clusters Score -1.664366e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173563 members 
Mstep: Class 3 contains 170340 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 26104 members 
Mstep: Class 9 contains 174204 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174742 members 
Mstep: Class 13 contains 19876 members 
Mstep: Class 14 contains 186497 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58472 members 
Mstep: Class 18 contains 30875 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33260 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436496.000000 Penalty: 73383.539062
Iteration 317Q: 22 clusters Score -1.664365e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170350 members 
Mstep: Class 4 contains 167927 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26105 members 
Mstep: Class 9 contains 174205 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174697 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 186503 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58476 members 
Mstep: Class 18 contains 30870 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33264 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436640.000000 Penalty: 73383.539062
Iteration 318Q: 22 clusters Score -1.664366e+08 nChanged 326
Entering ConstructFrom: 
Score: -166436640.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113727.335938 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113727.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114261.632812 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114261.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114652.171875 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114652.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115081.750000 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -115081.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115478.132812 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -115478.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115776.406250 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -115776.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116045.625000 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -116045.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116448.562500 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -116448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -116714.796875 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -116714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116823.460938 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -116823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116864.226562 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -116864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116874.531250 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -116874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116881.382812 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -116881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116881.382812 Penalty: 3464.878418
	Iteration 13F: 3 clusters Score -116881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 173614 members 
Mstep: Class 3 contains 170359 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174655 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 186509 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58474 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33263 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
Score: -166435776.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166436640.000000 to -166435776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Entering Unmasked Estep 
Score: -22517540.000000 Penalty: 2992.018311
	Iteration 0F: 2 clusters Score -2.251754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -22404540.000000 Penalty: 5984.036621
	Iteration 0F: 3 clusters Score -2.240454e+07 nChanged 83071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -22452684.000000 Penalty: 5984.036621
	Iteration 1F: 3 clusters Score -2.245268e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -22453742.000000 Penalty: 5984.036621
	Iteration 2Q: 3 clusters Score -2.245374e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -22455170.000000 Penalty: 5984.036621
	Iteration 3Q: 3 clusters Score -2.245517e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -22457850.000000 Penalty: 5984.036621
	Iteration 4Q: 3 clusters Score -2.245785e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -22462578.000000 Penalty: 5984.036621
	Iteration 5F: 3 clusters Score -2.246258e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -22470756.000000 Penalty: 5984.036621
	Iteration 6F: 3 clusters Score -2.247076e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -22483656.000000 Penalty: 5984.036621
	Iteration 7F: 3 clusters Score -2.248366e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -22498420.000000 Penalty: 5984.036621
	Iteration 8F: 3 clusters Score -2.249842e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -22509022.000000 Penalty: 5984.036621
	Iteration 9F: 3 clusters Score -2.250902e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170358 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22513248.000000 Penalty: 5984.036621
	Iteration 10Q: 3 clusters Score -2.251325e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22514320.000000 Penalty: 5984.036621
	Iteration 11Q: 3 clusters Score -2.251432e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22514654.000000 Penalty: 5984.036621
	Iteration 12Q: 3 clusters Score -2.251465e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22514800.000000 Penalty: 5984.036621
	Iteration 13Q: 3 clusters Score -2.25148e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22514900.000000 Penalty: 5984.036621
	Iteration 14Q: 3 clusters Score -2.25149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22514948.000000 Penalty: 5984.036621
	Iteration 15Q: 3 clusters Score -2.251495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22514978.000000 Penalty: 5984.036621
	Iteration 16Q: 3 clusters Score -2.251498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22514982.000000 Penalty: 5984.036621
	Iteration 17Q: 3 clusters Score -2.251498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22515000.000000 Penalty: 5984.036621
	Iteration 18Q: 3 clusters Score -2.2515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22515000.000000 Penalty: 5984.036621
	Iteration 19Q: 3 clusters Score -2.2515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22515020.000000 Penalty: 5984.036621
	Iteration 20F: 3 clusters Score -2.251502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22515020.000000 Penalty: 5984.036621
	Iteration 21Q: 3 clusters Score -2.251502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22515020.000000 Penalty: 5984.036621
	Iteration 22F: 3 clusters Score -2.251502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Entering Unmasked Estep 
Score: -22098216.000000 Penalty: 2987.324463
	Iteration 0F: 2 clusters Score -2.209822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -21987212.000000 Penalty: 5974.648926
	Iteration 0F: 3 clusters Score -2.198721e+07 nChanged 81691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -22034666.000000 Penalty: 5974.648926
	Iteration 1F: 3 clusters Score -2.203467e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -22035668.000000 Penalty: 5974.648926
	Iteration 2Q: 3 clusters Score -2.203567e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -22036910.000000 Penalty: 5974.648926
	Iteration 3Q: 3 clusters Score -2.203691e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -22038632.000000 Penalty: 5974.648926
	Iteration 4Q: 3 clusters Score -2.203863e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -22041760.000000 Penalty: 5974.648926
	Iteration 5Q: 3 clusters Score -2.204176e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -22047122.000000 Penalty: 5974.648926
	Iteration 6F: 3 clusters Score -2.204712e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -22055762.000000 Penalty: 5974.648926
	Iteration 7F: 3 clusters Score -2.205576e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -22067448.000000 Penalty: 5974.648926
	Iteration 8F: 3 clusters Score -2.206745e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -22078816.000000 Penalty: 5974.648926
	Iteration 9F: 3 clusters Score -2.207882e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -22087180.000000 Penalty: 5974.648926
	Iteration 10F: 3 clusters Score -2.208718e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -22091914.000000 Penalty: 5974.648926
	Iteration 11Q: 3 clusters Score -2.209191e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -22093924.000000 Penalty: 5974.648926
	Iteration 12Q: 3 clusters Score -2.209392e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22094752.000000 Penalty: 5974.648926
	Iteration 13Q: 3 clusters Score -2.209475e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22095144.000000 Penalty: 5974.648926
	Iteration 14Q: 3 clusters Score -2.209514e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22095334.000000 Penalty: 5974.648926
	Iteration 15Q: 3 clusters Score -2.209533e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22095440.000000 Penalty: 5974.648926
	Iteration 16Q: 3 clusters Score -2.209544e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22095506.000000 Penalty: 5974.648926
	Iteration 17Q: 3 clusters Score -2.209551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22095576.000000 Penalty: 5974.648926
	Iteration 18Q: 3 clusters Score -2.209558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22095588.000000 Penalty: 5974.648926
	Iteration 19Q: 3 clusters Score -2.209559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22095580.000000 Penalty: 5974.648926
	Iteration 20F: 3 clusters Score -2.209558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22095592.000000 Penalty: 5974.648926
	Iteration 21Q: 3 clusters Score -2.209559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22095618.000000 Penalty: 5974.648926
	Iteration 22Q: 3 clusters Score -2.209562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22095612.000000 Penalty: 5974.648926
	Iteration 23Q: 3 clusters Score -2.209561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22095632.000000 Penalty: 5974.648926
	Iteration 24Q: 3 clusters Score -2.209563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22095628.000000 Penalty: 5974.648926
	Iteration 25Q: 3 clusters Score -2.209563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169935 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22095636.000000 Penalty: 5974.648926
	Iteration 26Q: 3 clusters Score -2.209564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22095640.000000 Penalty: 5974.648926
	Iteration 27Q: 3 clusters Score -2.209564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169942 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22095648.000000 Penalty: 5974.648926
	Iteration 28Q: 3 clusters Score -2.209565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169943 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22095656.000000 Penalty: 5974.648926
	Iteration 29Q: 3 clusters Score -2.209566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22095640.000000 Penalty: 5974.648926
	Iteration 30Q: 3 clusters Score -2.209564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22095650.000000 Penalty: 5974.648926
	Iteration 31Q: 3 clusters Score -2.209565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22095650.000000 Penalty: 5974.648926
	Iteration 32Q: 3 clusters Score -2.209565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22095650.000000 Penalty: 5974.648926
	Iteration 33Q: 3 clusters Score -2.209565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22095670.000000 Penalty: 5974.648926
	Iteration 34Q: 3 clusters Score -2.209567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169949 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22095680.000000 Penalty: 5974.648926
	Iteration 35Q: 3 clusters Score -2.209568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169952 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22095666.000000 Penalty: 5974.648926
	Iteration 36Q: 3 clusters Score -2.209567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22095688.000000 Penalty: 5974.648926
	Iteration 37Q: 3 clusters Score -2.209569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22095678.000000 Penalty: 5974.648926
	Iteration 38Q: 3 clusters Score -2.209568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22095690.000000 Penalty: 5974.648926
	Iteration 39Q: 3 clusters Score -2.209569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22095708.000000 Penalty: 5974.648926
	Iteration 40F: 3 clusters Score -2.209571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22095692.000000 Penalty: 5974.648926
	Iteration 41Q: 3 clusters Score -2.209569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22095700.000000 Penalty: 5974.648926
	Iteration 42Q: 3 clusters Score -2.20957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22095714.000000 Penalty: 5974.648926
	Iteration 43Q: 3 clusters Score -2.209571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22095726.000000 Penalty: 5974.648926
	Iteration 44Q: 3 clusters Score -2.209573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22095722.000000 Penalty: 5974.648926
	Iteration 45Q: 3 clusters Score -2.209572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22095708.000000 Penalty: 5974.648926
	Iteration 46Q: 3 clusters Score -2.209571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22095718.000000 Penalty: 5974.648926
	Iteration 47Q: 3 clusters Score -2.209572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22095722.000000 Penalty: 5974.648926
	Iteration 48Q: 3 clusters Score -2.209572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22095730.000000 Penalty: 5974.648926
	Iteration 49Q: 3 clusters Score -2.209573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22095730.000000 Penalty: 5974.648926
	Iteration 50F: 3 clusters Score -2.209573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Entering Unmasked Estep 
Score: -21556226.000000 Penalty: 2983.755615
	Iteration 0F: 2 clusters Score -2.155623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -21445038.000000 Penalty: 5967.511230
	Iteration 0F: 3 clusters Score -2.144504e+07 nChanged 80745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -21492128.000000 Penalty: 5967.511230
	Iteration 1F: 3 clusters Score -2.149213e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -21493252.000000 Penalty: 5967.511230
	Iteration 2Q: 3 clusters Score -2.149325e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -21494560.000000 Penalty: 5967.511230
	Iteration 3Q: 3 clusters Score -2.149456e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -21496688.000000 Penalty: 5967.511230
	Iteration 4Q: 3 clusters Score -2.149669e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -21499878.000000 Penalty: 5967.511230
	Iteration 5Q: 3 clusters Score -2.149988e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -21505866.000000 Penalty: 5967.511230
	Iteration 6F: 3 clusters Score -2.150587e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -21515584.000000 Penalty: 5967.511230
	Iteration 7F: 3 clusters Score -2.151558e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -21528154.000000 Penalty: 5967.511230
	Iteration 8F: 3 clusters Score -2.152815e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 143550 members 
Entering Unmasked Estep 
Score: -21539664.000000 Penalty: 5967.511230
	Iteration 9F: 3 clusters Score -2.153966e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -21548080.000000 Penalty: 5967.511230
	Iteration 10Q: 3 clusters Score -2.154808e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -21551958.000000 Penalty: 5967.511230
	Iteration 11Q: 3 clusters Score -2.155196e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -21553660.000000 Penalty: 5967.511230
	Iteration 12Q: 3 clusters Score -2.155366e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -21554470.000000 Penalty: 5967.511230
	Iteration 13Q: 3 clusters Score -2.155447e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -21555046.000000 Penalty: 5967.511230
	Iteration 14Q: 3 clusters Score -2.155505e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 157704 members 
Entering Unmasked Estep 
Score: -21555476.000000 Penalty: 5967.511230
	Iteration 15Q: 3 clusters Score -2.155548e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -21555846.000000 Penalty: 5967.511230
	Iteration 16Q: 3 clusters Score -2.155585e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 159147 members 
Entering Unmasked Estep 
Score: -21555962.000000 Penalty: 5967.511230
	Iteration 17Q: 3 clusters Score -2.155596e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 159743 members 
Entering Unmasked Estep 
Score: -21556172.000000 Penalty: 5967.511230
	Iteration 18Q: 3 clusters Score -2.155617e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -21556184.000000 Penalty: 5967.511230
	Iteration 19Q: 3 clusters Score -2.155618e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -21556200.000000 Penalty: 5967.511230
	Iteration 20F: 3 clusters Score -2.15562e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -21556246.000000 Penalty: 5967.511230
	Iteration 21Q: 3 clusters Score -2.155625e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -21556218.000000 Penalty: 5967.511230
	Iteration 22Q: 3 clusters Score -2.155622e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 161867 members 
Entering Unmasked Estep 
Score: -21556184.000000 Penalty: 5967.511230
	Iteration 23Q: 3 clusters Score -2.155618e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -21556072.000000 Penalty: 5967.511230
	Iteration 24Q: 3 clusters Score -2.155607e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -21556068.000000 Penalty: 5967.511230
	Iteration 25Q: 3 clusters Score -2.155607e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 162639 members 
Entering Unmasked Estep 
Score: -21556110.000000 Penalty: 5967.511230
	Iteration 26Q: 3 clusters Score -2.155611e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 162864 members 
Entering Unmasked Estep 
Score: -21556068.000000 Penalty: 5967.511230
	Iteration 27Q: 3 clusters Score -2.155607e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 163062 members 
Entering Unmasked Estep 
Score: -21556034.000000 Penalty: 5967.511230
	Iteration 28Q: 3 clusters Score -2.155603e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -21555952.000000 Penalty: 5967.511230
	Iteration 29Q: 3 clusters Score -2.155595e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -21555898.000000 Penalty: 5967.511230
	Iteration 30Q: 3 clusters Score -2.15559e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -21555898.000000 Penalty: 5967.511230
	Iteration 31Q: 3 clusters Score -2.15559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 163563 members 
Entering Unmasked Estep 
Score: -21555848.000000 Penalty: 5967.511230
	Iteration 32Q: 3 clusters Score -2.155585e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -21555828.000000 Penalty: 5967.511230
	Iteration 33Q: 3 clusters Score -2.155583e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -21555816.000000 Penalty: 5967.511230
	Iteration 34Q: 3 clusters Score -2.155582e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -21555800.000000 Penalty: 5967.511230
	Iteration 35Q: 3 clusters Score -2.15558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -21555760.000000 Penalty: 5967.511230
	Iteration 36Q: 3 clusters Score -2.155576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21555724.000000 Penalty: 5967.511230
	Iteration 37Q: 3 clusters Score -2.155572e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -21555718.000000 Penalty: 5967.511230
	Iteration 38Q: 3 clusters Score -2.155572e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 164081 members 
Entering Unmasked Estep 
Score: -21555696.000000 Penalty: 5967.511230
	Iteration 39Q: 3 clusters Score -2.15557e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -21555690.000000 Penalty: 5967.511230
	Iteration 40F: 3 clusters Score -2.155569e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -21555668.000000 Penalty: 5967.511230
	Iteration 41Q: 3 clusters Score -2.155567e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -21555666.000000 Penalty: 5967.511230
	Iteration 42Q: 3 clusters Score -2.155567e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -21555672.000000 Penalty: 5967.511230
	Iteration 43Q: 3 clusters Score -2.155567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -21555672.000000 Penalty: 5967.511230
	Iteration 44Q: 3 clusters Score -2.155567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -21555646.000000 Penalty: 5967.511230
	Iteration 45Q: 3 clusters Score -2.155565e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -21555616.000000 Penalty: 5967.511230
	Iteration 46Q: 3 clusters Score -2.155562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -21555618.000000 Penalty: 5967.511230
	Iteration 47Q: 3 clusters Score -2.155562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -21555586.000000 Penalty: 5967.511230
	Iteration 48Q: 3 clusters Score -2.155559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -21555568.000000 Penalty: 5967.511230
	Iteration 49Q: 3 clusters Score -2.155557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 164742 members 
Entering Unmasked Estep 
Score: -21555592.000000 Penalty: 5967.511230
	Iteration 50Q: 3 clusters Score -2.155559e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 164774 members 
Entering Unmasked Estep 
Score: -21555558.000000 Penalty: 5967.511230
	Iteration 51Q: 3 clusters Score -2.155556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -21555574.000000 Penalty: 5967.511230
	Iteration 52Q: 3 clusters Score -2.155557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -21555572.000000 Penalty: 5967.511230
	Iteration 53Q: 3 clusters Score -2.155557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -21555544.000000 Penalty: 5967.511230
	Iteration 54Q: 3 clusters Score -2.155554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -21555520.000000 Penalty: 5967.511230
	Iteration 55Q: 3 clusters Score -2.155552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -21555530.000000 Penalty: 5967.511230
	Iteration 56Q: 3 clusters Score -2.155553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 57Q: 3 clusters Score -2.155552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 58Q: 3 clusters Score -2.155552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -21555518.000000 Penalty: 5967.511230
	Iteration 59Q: 3 clusters Score -2.155552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -21555500.000000 Penalty: 5967.511230
	Iteration 60F: 3 clusters Score -2.15555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -21555492.000000 Penalty: 5967.511230
	Iteration 61Q: 3 clusters Score -2.155549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -21555492.000000 Penalty: 5967.511230
	Iteration 62Q: 3 clusters Score -2.155549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -21555512.000000 Penalty: 5967.511230
	Iteration 63Q: 3 clusters Score -2.155551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 64Q: 3 clusters Score -2.155552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -21555502.000000 Penalty: 5967.511230
	Iteration 65Q: 3 clusters Score -2.15555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21555492.000000 Penalty: 5967.511230
	Iteration 66Q: 3 clusters Score -2.155549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -21555506.000000 Penalty: 5967.511230
	Iteration 67Q: 3 clusters Score -2.155551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -21555514.000000 Penalty: 5967.511230
	Iteration 68Q: 3 clusters Score -2.155551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -21555494.000000 Penalty: 5967.511230
	Iteration 69Q: 3 clusters Score -2.155549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -21555506.000000 Penalty: 5967.511230
	Iteration 70Q: 3 clusters Score -2.155551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -21555510.000000 Penalty: 5967.511230
	Iteration 71Q: 3 clusters Score -2.155551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 165183 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 72Q: 3 clusters Score -2.155552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 73Q: 3 clusters Score -2.155552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -21555522.000000 Penalty: 5967.511230
	Iteration 74Q: 3 clusters Score -2.155552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 165227 members 
Entering Unmasked Estep 
Score: -21555516.000000 Penalty: 5967.511230
	Iteration 75Q: 3 clusters Score -2.155552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -21555490.000000 Penalty: 5967.511230
	Iteration 76Q: 3 clusters Score -2.155549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -21555514.000000 Penalty: 5967.511230
	Iteration 77Q: 3 clusters Score -2.155551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -21555510.000000 Penalty: 5967.511230
	Iteration 78Q: 3 clusters Score -2.155551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -21555526.000000 Penalty: 5967.511230
	Iteration 79Q: 3 clusters Score -2.155553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 165287 members 
Entering Unmasked Estep 
Score: -21555504.000000 Penalty: 5967.511230
	Iteration 80F: 3 clusters Score -2.15555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21555468.000000 Penalty: 5967.511230
	Iteration 81Q: 3 clusters Score -2.155547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -21555462.000000 Penalty: 5967.511230
	Iteration 82Q: 3 clusters Score -2.155546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -21555496.000000 Penalty: 5967.511230
	Iteration 83Q: 3 clusters Score -2.15555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -21555486.000000 Penalty: 5967.511230
	Iteration 84Q: 3 clusters Score -2.155549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -21555478.000000 Penalty: 5967.511230
	Iteration 85Q: 3 clusters Score -2.155548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -21555464.000000 Penalty: 5967.511230
	Iteration 86Q: 3 clusters Score -2.155546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -21555458.000000 Penalty: 5967.511230
	Iteration 87Q: 3 clusters Score -2.155546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -21555462.000000 Penalty: 5967.511230
	Iteration 88Q: 3 clusters Score -2.155546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21555464.000000 Penalty: 5967.511230
	Iteration 89Q: 3 clusters Score -2.155546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -21555470.000000 Penalty: 5967.511230
	Iteration 90Q: 3 clusters Score -2.155547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -21555462.000000 Penalty: 5967.511230
	Iteration 91Q: 3 clusters Score -2.155546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21555464.000000 Penalty: 5967.511230
	Iteration 92Q: 3 clusters Score -2.155546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21555464.000000 Penalty: 5967.511230
	Iteration 93F: 3 clusters Score -2.155546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -146325.281250 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -146325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144250.390625 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -144250.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144563.375000 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -144563.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144660.468750 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -144660.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144719.984375 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -144720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144769.703125 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -144769.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -144807.515625 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -144807.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -144842.250000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -144842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144873.687500 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -144873.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144912.562500 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -144912.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144950.390625 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -144950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144981.578125 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -144981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145002.359375 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -145002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145024.812500 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -145024.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145066.171875 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -145066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145080.750000 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -145080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145103.906250 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -145103.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145117.281250 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -145117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145124.437500 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -145124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145127.187500 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -145127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145129.250000 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -145129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145137.125000 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -145137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145165.062500 Penalty: 3524.062744
	Iteration 21Q: 3 clusters Score -145165.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145205.156250 Penalty: 3524.062744
	Iteration 22Q: 3 clusters Score -145205.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145240.562500 Penalty: 3524.062744
	Iteration 23Q: 3 clusters Score -145240.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145262.703125 Penalty: 3524.062744
	Iteration 24Q: 3 clusters Score -145262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145295.640625 Penalty: 3524.062744
	Iteration 25Q: 3 clusters Score -145295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145339.578125 Penalty: 3524.062744
	Iteration 26Q: 3 clusters Score -145339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145363.156250 Penalty: 3524.062744
	Iteration 27Q: 3 clusters Score -145363.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145385.453125 Penalty: 3524.062744
	Iteration 28Q: 3 clusters Score -145385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145398.828125 Penalty: 3524.062744
	Iteration 29Q: 3 clusters Score -145398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145412.343750 Penalty: 3524.062744
	Iteration 30Q: 3 clusters Score -145412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145429.421875 Penalty: 3524.062744
	Iteration 31Q: 3 clusters Score -145429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145439.218750 Penalty: 3524.062744
	Iteration 32Q: 3 clusters Score -145439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145453.015625 Penalty: 3524.062744
	Iteration 33Q: 3 clusters Score -145453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145503.671875 Penalty: 3524.062744
	Iteration 34Q: 3 clusters Score -145503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145541.578125 Penalty: 3524.062744
	Iteration 35Q: 3 clusters Score -145541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145556.609375 Penalty: 3524.062744
	Iteration 36Q: 3 clusters Score -145556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145565.046875 Penalty: 3524.062744
	Iteration 37Q: 3 clusters Score -145565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145570.390625 Penalty: 3524.062744
	Iteration 38Q: 3 clusters Score -145570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145578.609375 Penalty: 3524.062744
	Iteration 39Q: 3 clusters Score -145578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145582.375000 Penalty: 3524.062744
	Iteration 40F: 3 clusters Score -145582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145586.187500 Penalty: 3524.062744
	Iteration 41Q: 3 clusters Score -145586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145588.546875 Penalty: 3524.062744
	Iteration 42Q: 3 clusters Score -145588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145590.125000 Penalty: 3524.062744
	Iteration 43Q: 3 clusters Score -145590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145590.812500 Penalty: 3524.062744
	Iteration 44Q: 3 clusters Score -145590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145591.515625 Penalty: 3524.062744
	Iteration 45Q: 3 clusters Score -145591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145591.968750 Penalty: 3524.062744
	Iteration 46Q: 3 clusters Score -145592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145592.484375 Penalty: 3524.062744
	Iteration 47Q: 3 clusters Score -145592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145592.484375 Penalty: 3524.062744
	Iteration 48F: 3 clusters Score -145592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60427.242188 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60427.24 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60853.566406 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60853.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61032.046875 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61032.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61259.925781 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61259.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61535.203125 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -61535.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61864.753906 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -61864.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61968.453125 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61968.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62034.039062 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -62034.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62082.468750 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -62082.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62098.707031 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -62098.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62106.195312 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62117.835938 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62117.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62130.015625 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -62130.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62140.410156 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -62140.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62145.132812 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -62145.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62147.968750 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -62147.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62151.781250 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -62151.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62153.738281 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -62153.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62165.015625 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -62165.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62173.578125 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -62173.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62192.285156 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -62192.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62202.726562 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -62202.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62216.796875 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -62216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62224.734375 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -62224.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62250.714844 Penalty: 3197.863525
	Iteration 24Q: 3 clusters Score -62250.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62285.113281 Penalty: 3197.863525
	Iteration 25Q: 3 clusters Score -62285.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62297.875000 Penalty: 3197.863525
	Iteration 26Q: 3 clusters Score -62297.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62297.875000 Penalty: 3197.863525
	Iteration 27F: 3 clusters Score -62297.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173614 members 
Mstep: Class 3 contains 170359 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174655 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 186509 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58474 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33263 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 164 members 
Entering Unmasked Estep 
Score: -166434864.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166436640.000000 to -166434864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Entering Unmasked Estep 
Score: -8657074.000000 Penalty: 2763.935303
	Iteration 0F: 2 clusters Score -8657074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -8610769.000000 Penalty: 5527.870605
	Iteration 0F: 3 clusters Score -8610769 nChanged 32190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8628667.000000 Penalty: 5527.870605
	Iteration 1F: 3 clusters Score -8628667 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8629111.000000 Penalty: 5527.870605
	Iteration 2Q: 3 clusters Score -8629111 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8629546.000000 Penalty: 5527.870605
	Iteration 3Q: 3 clusters Score -8629546 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -8629968.000000 Penalty: 5527.870605
	Iteration 4Q: 3 clusters Score -8629968 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8630293.000000 Penalty: 5527.870605
	Iteration 5Q: 3 clusters Score -8630293 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -8630648.000000 Penalty: 5527.870605
	Iteration 6Q: 3 clusters Score -8630648 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -8631060.000000 Penalty: 5527.870605
	Iteration 7Q: 3 clusters Score -8631060 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -8631523.000000 Penalty: 5527.870605
	Iteration 8Q: 3 clusters Score -8631523 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -8632252.000000 Penalty: 5527.870605
	Iteration 9Q: 3 clusters Score -8632252 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8633468.000000 Penalty: 5527.870605
	Iteration 10Q: 3 clusters Score -8633468 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8635358.000000 Penalty: 5527.870605
	Iteration 11F: 3 clusters Score -8635358 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -8638056.000000 Penalty: 5527.870605
	Iteration 12F: 3 clusters Score -8638056 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -8641868.000000 Penalty: 5527.870605
	Iteration 13F: 3 clusters Score -8641868 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8646268.000000 Penalty: 5527.870605
	Iteration 14F: 3 clusters Score -8646268 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -8650037.000000 Penalty: 5527.870605
	Iteration 15F: 3 clusters Score -8650037 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -8652388.000000 Penalty: 5527.870605
	Iteration 16Q: 3 clusters Score -8652388 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -8653577.000000 Penalty: 5527.870605
	Iteration 17Q: 3 clusters Score -8653577 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -8654166.000000 Penalty: 5527.870605
	Iteration 18Q: 3 clusters Score -8654166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -8654438.000000 Penalty: 5527.870605
	Iteration 19Q: 3 clusters Score -8654438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -8654542.000000 Penalty: 5527.870605
	Iteration 20F: 3 clusters Score -8654542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -8654589.000000 Penalty: 5527.870605
	Iteration 21Q: 3 clusters Score -8654589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -8654627.000000 Penalty: 5527.870605
	Iteration 22Q: 3 clusters Score -8654627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -8654635.000000 Penalty: 5527.870605
	Iteration 23Q: 3 clusters Score -8654635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -8654641.000000 Penalty: 5527.870605
	Iteration 24Q: 3 clusters Score -8654641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -8654655.000000 Penalty: 5527.870605
	Iteration 25Q: 3 clusters Score -8654655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -8654662.000000 Penalty: 5527.870605
	Iteration 26Q: 3 clusters Score -8654662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -8654666.000000 Penalty: 5527.870605
	Iteration 27Q: 3 clusters Score -8654666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -8654665.000000 Penalty: 5527.870605
	Iteration 28Q: 3 clusters Score -8654665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -8654666.000000 Penalty: 5527.870605
	Iteration 29Q: 3 clusters Score -8654666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -8654668.000000 Penalty: 5527.870605
	Iteration 30Q: 3 clusters Score -8654668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -8654668.000000 Penalty: 5527.870605
	Iteration 31F: 3 clusters Score -8654668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Entering Unmasked Estep 
Score: -3406301.750000 Penalty: 2522.178223
	Iteration 0F: 2 clusters Score -3406302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3388224.000000 Penalty: 5044.356445
	Iteration 0F: 3 clusters Score -3388224 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3394651.500000 Penalty: 5044.356445
	Iteration 1F: 3 clusters Score -3394652 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3395203.250000 Penalty: 5044.356445
	Iteration 2F: 3 clusters Score -3395203 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3395769.000000 Penalty: 5044.356445
	Iteration 3Q: 3 clusters Score -3395769 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3396408.250000 Penalty: 5044.356445
	Iteration 4Q: 3 clusters Score -3396408 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3397209.250000 Penalty: 5044.356445
	Iteration 5F: 3 clusters Score -3397209 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3398093.250000 Penalty: 5044.356445
	Iteration 6F: 3 clusters Score -3398093 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3399241.500000 Penalty: 5044.356445
	Iteration 7F: 3 clusters Score -3399242 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3400348.750000 Penalty: 5044.356445
	Iteration 8F: 3 clusters Score -3400349 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3401200.250000 Penalty: 5044.356445
	Iteration 9F: 3 clusters Score -3401200 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3401765.250000 Penalty: 5044.356445
	Iteration 10Q: 3 clusters Score -3401765 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3402048.250000 Penalty: 5044.356445
	Iteration 11Q: 3 clusters Score -3402048 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3402193.750000 Penalty: 5044.356445
	Iteration 12Q: 3 clusters Score -3402194 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3402326.750000 Penalty: 5044.356445
	Iteration 13Q: 3 clusters Score -3402327 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3402446.250000 Penalty: 5044.356445
	Iteration 14Q: 3 clusters Score -3402446 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3402569.000000 Penalty: 5044.356445
	Iteration 15Q: 3 clusters Score -3402569 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3402679.000000 Penalty: 5044.356445
	Iteration 16Q: 3 clusters Score -3402679 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3402769.000000 Penalty: 5044.356445
	Iteration 17Q: 3 clusters Score -3402769 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3402866.000000 Penalty: 5044.356445
	Iteration 18Q: 3 clusters Score -3402866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3402998.000000 Penalty: 5044.356445
	Iteration 19Q: 3 clusters Score -3402998 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3403123.750000 Penalty: 5044.356445
	Iteration 20F: 3 clusters Score -3403124 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3403249.750000 Penalty: 5044.356445
	Iteration 21Q: 3 clusters Score -3403250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3403339.500000 Penalty: 5044.356445
	Iteration 22Q: 3 clusters Score -3403340 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3403419.000000 Penalty: 5044.356445
	Iteration 23Q: 3 clusters Score -3403419 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3403506.750000 Penalty: 5044.356445
	Iteration 24Q: 3 clusters Score -3403507 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3403586.750000 Penalty: 5044.356445
	Iteration 25Q: 3 clusters Score -3403587 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3403665.250000 Penalty: 5044.356445
	Iteration 26Q: 3 clusters Score -3403665 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3403727.000000 Penalty: 5044.356445
	Iteration 27Q: 3 clusters Score -3403727 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3403788.500000 Penalty: 5044.356445
	Iteration 28Q: 3 clusters Score -3403788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3403827.500000 Penalty: 5044.356445
	Iteration 29Q: 3 clusters Score -3403828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3403877.250000 Penalty: 5044.356445
	Iteration 30Q: 3 clusters Score -3403877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3403915.500000 Penalty: 5044.356445
	Iteration 31Q: 3 clusters Score -3403916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3403955.000000 Penalty: 5044.356445
	Iteration 32Q: 3 clusters Score -3403955 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3403968.500000 Penalty: 5044.356445
	Iteration 33Q: 3 clusters Score -3403968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3404008.750000 Penalty: 5044.356445
	Iteration 34Q: 3 clusters Score -3404009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3404023.750000 Penalty: 5044.356445
	Iteration 35Q: 3 clusters Score -3404024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3404052.250000 Penalty: 5044.356445
	Iteration 36Q: 3 clusters Score -3404052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3404067.000000 Penalty: 5044.356445
	Iteration 37Q: 3 clusters Score -3404067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3404076.250000 Penalty: 5044.356445
	Iteration 38Q: 3 clusters Score -3404076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3404094.000000 Penalty: 5044.356445
	Iteration 39Q: 3 clusters Score -3404094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3404114.000000 Penalty: 5044.356445
	Iteration 40F: 3 clusters Score -3404114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3404125.000000 Penalty: 5044.356445
	Iteration 41Q: 3 clusters Score -3404125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3404151.000000 Penalty: 5044.356445
	Iteration 42Q: 3 clusters Score -3404151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3404176.000000 Penalty: 5044.356445
	Iteration 43Q: 3 clusters Score -3404176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3404191.750000 Penalty: 5044.356445
	Iteration 44Q: 3 clusters Score -3404192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3404216.000000 Penalty: 5044.356445
	Iteration 45Q: 3 clusters Score -3404216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3404237.000000 Penalty: 5044.356445
	Iteration 46Q: 3 clusters Score -3404237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3404256.750000 Penalty: 5044.356445
	Iteration 47Q: 3 clusters Score -3404257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3404262.250000 Penalty: 5044.356445
	Iteration 48Q: 3 clusters Score -3404262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3404277.750000 Penalty: 5044.356445
	Iteration 49Q: 3 clusters Score -3404278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3404290.250000 Penalty: 5044.356445
	Iteration 50Q: 3 clusters Score -3404290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3404306.250000 Penalty: 5044.356445
	Iteration 51Q: 3 clusters Score -3404306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3404316.000000 Penalty: 5044.356445
	Iteration 52Q: 3 clusters Score -3404316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3404315.250000 Penalty: 5044.356445
	Iteration 53Q: 3 clusters Score -3404315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3404322.000000 Penalty: 5044.356445
	Iteration 54Q: 3 clusters Score -3404322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3404328.750000 Penalty: 5044.356445
	Iteration 55Q: 3 clusters Score -3404329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3404341.500000 Penalty: 5044.356445
	Iteration 56Q: 3 clusters Score -3404342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3404348.500000 Penalty: 5044.356445
	Iteration 57Q: 3 clusters Score -3404348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3404358.000000 Penalty: 5044.356445
	Iteration 58Q: 3 clusters Score -3404358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3404365.000000 Penalty: 5044.356445
	Iteration 59Q: 3 clusters Score -3404365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3404375.500000 Penalty: 5044.356445
	Iteration 60F: 3 clusters Score -3404376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3404381.750000 Penalty: 5044.356445
	Iteration 61Q: 3 clusters Score -3404382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3404383.000000 Penalty: 5044.356445
	Iteration 62Q: 3 clusters Score -3404383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3404393.750000 Penalty: 5044.356445
	Iteration 63Q: 3 clusters Score -3404394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3404403.250000 Penalty: 5044.356445
	Iteration 64Q: 3 clusters Score -3404403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3404406.750000 Penalty: 5044.356445
	Iteration 65Q: 3 clusters Score -3404407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3404410.500000 Penalty: 5044.356445
	Iteration 66Q: 3 clusters Score -3404410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3404410.000000 Penalty: 5044.356445
	Iteration 67Q: 3 clusters Score -3404410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3404418.750000 Penalty: 5044.356445
	Iteration 68Q: 3 clusters Score -3404419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3404425.250000 Penalty: 5044.356445
	Iteration 69Q: 3 clusters Score -3404425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3404425.500000 Penalty: 5044.356445
	Iteration 70Q: 3 clusters Score -3404426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3404429.250000 Penalty: 5044.356445
	Iteration 71Q: 3 clusters Score -3404429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3404431.500000 Penalty: 5044.356445
	Iteration 72Q: 3 clusters Score -3404432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3404429.500000 Penalty: 5044.356445
	Iteration 73Q: 3 clusters Score -3404430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3404431.250000 Penalty: 5044.356445
	Iteration 74Q: 3 clusters Score -3404431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3404428.750000 Penalty: 5044.356445
	Iteration 75Q: 3 clusters Score -3404429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3404435.500000 Penalty: 5044.356445
	Iteration 76Q: 3 clusters Score -3404436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3404435.500000 Penalty: 5044.356445
	Iteration 77F: 3 clusters Score -3404436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Entering Unmasked Estep 
Score: -22637364.000000 Penalty: 2992.862549
	Iteration 0F: 2 clusters Score -2.263736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -22524230.000000 Penalty: 5985.725098
	Iteration 0F: 3 clusters Score -2.252423e+07 nChanged 83737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -22572426.000000 Penalty: 5985.725098
	Iteration 1F: 3 clusters Score -2.257243e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -22573302.000000 Penalty: 5985.725098
	Iteration 2Q: 3 clusters Score -2.25733e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -22574144.000000 Penalty: 5985.725098
	Iteration 3Q: 3 clusters Score -2.257414e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -22575038.000000 Penalty: 5985.725098
	Iteration 4Q: 3 clusters Score -2.257504e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -22576152.000000 Penalty: 5985.725098
	Iteration 5Q: 3 clusters Score -2.257615e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -22577264.000000 Penalty: 5985.725098
	Iteration 6Q: 3 clusters Score -2.257726e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -22578620.000000 Penalty: 5985.725098
	Iteration 7Q: 3 clusters Score -2.257862e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -22580550.000000 Penalty: 5985.725098
	Iteration 8Q: 3 clusters Score -2.258055e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -22583376.000000 Penalty: 5985.725098
	Iteration 9Q: 3 clusters Score -2.258338e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -22587972.000000 Penalty: 5985.725098
	Iteration 10Q: 3 clusters Score -2.258797e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -22594984.000000 Penalty: 5985.725098
	Iteration 11F: 3 clusters Score -2.259498e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -22602134.000000 Penalty: 5985.725098
	Iteration 12F: 3 clusters Score -2.260213e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -22606484.000000 Penalty: 5985.725098
	Iteration 13F: 3 clusters Score -2.260648e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -22608274.000000 Penalty: 5985.725098
	Iteration 14Q: 3 clusters Score -2.260827e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -22608948.000000 Penalty: 5985.725098
	Iteration 15Q: 3 clusters Score -2.260895e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -22609380.000000 Penalty: 5985.725098
	Iteration 16Q: 3 clusters Score -2.260938e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -22609644.000000 Penalty: 5985.725098
	Iteration 17Q: 3 clusters Score -2.260964e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -22609948.000000 Penalty: 5985.725098
	Iteration 18Q: 3 clusters Score -2.260995e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -22610252.000000 Penalty: 5985.725098
	Iteration 19Q: 3 clusters Score -2.261025e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -22610554.000000 Penalty: 5985.725098
	Iteration 20F: 3 clusters Score -2.261055e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -22610764.000000 Penalty: 5985.725098
	Iteration 21Q: 3 clusters Score -2.261076e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -22611174.000000 Penalty: 5985.725098
	Iteration 22Q: 3 clusters Score -2.261117e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -22611618.000000 Penalty: 5985.725098
	Iteration 23Q: 3 clusters Score -2.261162e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -22611930.000000 Penalty: 5985.725098
	Iteration 24Q: 3 clusters Score -2.261193e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -22612416.000000 Penalty: 5985.725098
	Iteration 25Q: 3 clusters Score -2.261242e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -22613270.000000 Penalty: 5985.725098
	Iteration 26Q: 3 clusters Score -2.261327e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -22614052.000000 Penalty: 5985.725098
	Iteration 27Q: 3 clusters Score -2.261405e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -22614866.000000 Penalty: 5985.725098
	Iteration 28Q: 3 clusters Score -2.261487e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132402 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -22615588.000000 Penalty: 5985.725098
	Iteration 29Q: 3 clusters Score -2.261559e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135492 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -22616658.000000 Penalty: 5985.725098
	Iteration 30Q: 3 clusters Score -2.261666e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -22617828.000000 Penalty: 5985.725098
	Iteration 31Q: 3 clusters Score -2.261783e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142218 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -22619090.000000 Penalty: 5985.725098
	Iteration 32Q: 3 clusters Score -2.261909e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -22620812.000000 Penalty: 5985.725098
	Iteration 33Q: 3 clusters Score -2.262081e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -22622456.000000 Penalty: 5985.725098
	Iteration 34Q: 3 clusters Score -2.262246e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152816 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -22624036.000000 Penalty: 5985.725098
	Iteration 35Q: 3 clusters Score -2.262404e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -22625866.000000 Penalty: 5985.725098
	Iteration 36Q: 3 clusters Score -2.262587e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -22627586.000000 Penalty: 5985.725098
	Iteration 37Q: 3 clusters Score -2.262759e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -22629214.000000 Penalty: 5985.725098
	Iteration 38Q: 3 clusters Score -2.262921e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -22630764.000000 Penalty: 5985.725098
	Iteration 39Q: 3 clusters Score -2.263076e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167543 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -22632118.000000 Penalty: 5985.725098
	Iteration 40F: 3 clusters Score -2.263212e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -22633056.000000 Penalty: 5985.725098
	Iteration 41Q: 3 clusters Score -2.263306e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22633796.000000 Penalty: 5985.725098
	Iteration 42Q: 3 clusters Score -2.26338e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22634208.000000 Penalty: 5985.725098
	Iteration 43Q: 3 clusters Score -2.263421e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173015 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22634336.000000 Penalty: 5985.725098
	Iteration 44Q: 3 clusters Score -2.263434e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173400 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22634488.000000 Penalty: 5985.725098
	Iteration 45Q: 3 clusters Score -2.263449e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22634592.000000 Penalty: 5985.725098
	Iteration 46Q: 3 clusters Score -2.263459e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22634658.000000 Penalty: 5985.725098
	Iteration 47Q: 3 clusters Score -2.263466e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173754 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22634700.000000 Penalty: 5985.725098
	Iteration 48Q: 3 clusters Score -2.26347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22634726.000000 Penalty: 5985.725098
	Iteration 49Q: 3 clusters Score -2.263473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22634738.000000 Penalty: 5985.725098
	Iteration 50Q: 3 clusters Score -2.263474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173816 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22634758.000000 Penalty: 5985.725098
	Iteration 51Q: 3 clusters Score -2.263476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173822 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22634774.000000 Penalty: 5985.725098
	Iteration 52Q: 3 clusters Score -2.263477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22634780.000000 Penalty: 5985.725098
	Iteration 53Q: 3 clusters Score -2.263478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -22634804.000000 Penalty: 5985.725098
	Iteration 54Q: 3 clusters Score -2.26348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22634798.000000 Penalty: 5985.725098
	Iteration 55Q: 3 clusters Score -2.26348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22634808.000000 Penalty: 5985.725098
	Iteration 56Q: 3 clusters Score -2.263481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22634814.000000 Penalty: 5985.725098
	Iteration 57Q: 3 clusters Score -2.263481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22634818.000000 Penalty: 5985.725098
	Iteration 58Q: 3 clusters Score -2.263482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22634814.000000 Penalty: 5985.725098
	Iteration 59Q: 3 clusters Score -2.263481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173853 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22634822.000000 Penalty: 5985.725098
	Iteration 60F: 3 clusters Score -2.263482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173854 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22634822.000000 Penalty: 5985.725098
	Iteration 61Q: 3 clusters Score -2.263482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22634826.000000 Penalty: 5985.725098
	Iteration 62Q: 3 clusters Score -2.263483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22634826.000000 Penalty: 5985.725098
	Iteration 63F: 3 clusters Score -2.263483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38501.695312 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38501.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38695.832031 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38695.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38772.484375 Penalty: 2980.371338
	Iteration 2Q: 3 clusters Score -38772.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38830.792969 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38830.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38864.105469 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -38864.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38893.406250 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -38893.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38906.031250 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -38906.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38919.328125 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -38919.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38929.222656 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -38929.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38947.339844 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -38947.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38986.589844 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -38986.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39021.832031 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -39021.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39081.359375 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -39081.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39097.527344 Penalty: 2980.371338
	Iteration 13Q: 3 clusters Score -39097.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39110.503906 Penalty: 2980.371338
	Iteration 14Q: 3 clusters Score -39110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39115.421875 Penalty: 2980.371338
	Iteration 15Q: 3 clusters Score -39115.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39115.421875 Penalty: 2980.371338
	Iteration 16F: 3 clusters Score -39115.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -556957.937500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -556957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552780.125000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -552780.1 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -553804.562500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -553804.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -554098.500000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -554098.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -554286.687500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -554286.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -554413.250000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -554413.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -554501.500000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -554501.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -554572.000000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -554572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -554629.937500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -554629.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -554684.812500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -554684.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -554730.937500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -554730.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -554767.562500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -554767.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -554804.250000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -554804.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -554843.375000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -554843.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -554881.875000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -554881.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -554919.937500 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -554919.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -554957.375000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -554957.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -555012.875000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -555012.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -555062.375000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -555062.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -555104.875000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -555104.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -555140.250000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -555140.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -555183.750000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -555183.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -555217.875000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -555217.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -555252.375000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -555252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -555282.812500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -555282.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -555306.375000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -555306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -555324.625000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -555324.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -555338.562500 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -555338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -555348.562500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -555348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -555354.062500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -555354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -555358.125000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -555358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -555361.750000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -555361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -555364.687500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -555364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -555366.187500 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -555366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -555370.000000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -555370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -555375.312500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -555375.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -555381.000000 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -555381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -555385.437500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -555385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -555389.187500 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -555389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -555394.812500 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -555394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -555399.250000 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -555399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -555402.312500 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -555402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -555403.375000 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -555403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -555403.625000 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -555403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -555405.812500 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -555405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -555408.250000 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -555408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -555410.125000 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -555410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -555411.375000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -555411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -555412.250000 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -555412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -555413.312500 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -555413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -555413.312500 Penalty: 4164.380859
	Iteration 49F: 3 clusters Score -555413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Entering Unmasked Estep 
Score: -22450816.000000 Penalty: 2993.500977
	Iteration 0F: 2 clusters Score -2.245082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -22337088.000000 Penalty: 5987.001953
	Iteration 0F: 3 clusters Score -2.233709e+07 nChanged 83631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -22385862.000000 Penalty: 5987.001953
	Iteration 1F: 3 clusters Score -2.238586e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -22387420.000000 Penalty: 5987.001953
	Iteration 2Q: 3 clusters Score -2.238742e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -22389696.000000 Penalty: 5987.001953
	Iteration 3Q: 3 clusters Score -2.23897e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 101431 members 
Entering Unmasked Estep 
Score: -22393186.000000 Penalty: 5987.001953
	Iteration 4Q: 3 clusters Score -2.239319e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -22399082.000000 Penalty: 5987.001953
	Iteration 5F: 3 clusters Score -2.239908e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -22407806.000000 Penalty: 5987.001953
	Iteration 6F: 3 clusters Score -2.240781e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -22419346.000000 Penalty: 5987.001953
	Iteration 7F: 3 clusters Score -2.241935e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -22430580.000000 Penalty: 5987.001953
	Iteration 8F: 3 clusters Score -2.243058e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -22438928.000000 Penalty: 5987.001953
	Iteration 9F: 3 clusters Score -2.243893e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -22443764.000000 Penalty: 5987.001953
	Iteration 10Q: 3 clusters Score -2.244376e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -22446374.000000 Penalty: 5987.001953
	Iteration 11Q: 3 clusters Score -2.244637e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -22447890.000000 Penalty: 5987.001953
	Iteration 12Q: 3 clusters Score -2.244789e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -22448846.000000 Penalty: 5987.001953
	Iteration 13Q: 3 clusters Score -2.244885e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -22449506.000000 Penalty: 5987.001953
	Iteration 14Q: 3 clusters Score -2.244951e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -22449934.000000 Penalty: 5987.001953
	Iteration 15Q: 3 clusters Score -2.244993e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 167759 members 
Entering Unmasked Estep 
Score: -22450226.000000 Penalty: 5987.001953
	Iteration 16Q: 3 clusters Score -2.245023e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -22450316.000000 Penalty: 5987.001953
	Iteration 17Q: 3 clusters Score -2.245032e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -22450450.000000 Penalty: 5987.001953
	Iteration 18Q: 3 clusters Score -2.245045e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -22450454.000000 Penalty: 5987.001953
	Iteration 19Q: 3 clusters Score -2.245045e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -22450430.000000 Penalty: 5987.001953
	Iteration 20F: 3 clusters Score -2.245043e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 170379 members 
Entering Unmasked Estep 
Score: -22450448.000000 Penalty: 5987.001953
	Iteration 21Q: 3 clusters Score -2.245045e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -22450480.000000 Penalty: 5987.001953
	Iteration 22Q: 3 clusters Score -2.245048e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 170852 members 
Entering Unmasked Estep 
Score: -22450452.000000 Penalty: 5987.001953
	Iteration 23Q: 3 clusters Score -2.245045e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -22450426.000000 Penalty: 5987.001953
	Iteration 24Q: 3 clusters Score -2.245043e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 171156 members 
Entering Unmasked Estep 
Score: -22450384.000000 Penalty: 5987.001953
	Iteration 25Q: 3 clusters Score -2.245038e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -22450378.000000 Penalty: 5987.001953
	Iteration 26Q: 3 clusters Score -2.245038e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -22450352.000000 Penalty: 5987.001953
	Iteration 27Q: 3 clusters Score -2.245035e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -22450312.000000 Penalty: 5987.001953
	Iteration 28Q: 3 clusters Score -2.245031e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -22450302.000000 Penalty: 5987.001953
	Iteration 29Q: 3 clusters Score -2.24503e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -22450292.000000 Penalty: 5987.001953
	Iteration 30Q: 3 clusters Score -2.245029e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 171735 members 
Entering Unmasked Estep 
Score: -22450238.000000 Penalty: 5987.001953
	Iteration 31Q: 3 clusters Score -2.245024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 171791 members 
Entering Unmasked Estep 
Score: -22450280.000000 Penalty: 5987.001953
	Iteration 32Q: 3 clusters Score -2.245028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -22450258.000000 Penalty: 5987.001953
	Iteration 33Q: 3 clusters Score -2.245026e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -22450246.000000 Penalty: 5987.001953
	Iteration 34Q: 3 clusters Score -2.245025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -22450236.000000 Penalty: 5987.001953
	Iteration 35Q: 3 clusters Score -2.245024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 171945 members 
Entering Unmasked Estep 
Score: -22450218.000000 Penalty: 5987.001953
	Iteration 36Q: 3 clusters Score -2.245022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -22450228.000000 Penalty: 5987.001953
	Iteration 37Q: 3 clusters Score -2.245023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -22450254.000000 Penalty: 5987.001953
	Iteration 38Q: 3 clusters Score -2.245025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 171998 members 
Entering Unmasked Estep 
Score: -22450222.000000 Penalty: 5987.001953
	Iteration 39Q: 3 clusters Score -2.245022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -22450222.000000 Penalty: 5987.001953
	Iteration 40F: 3 clusters Score -2.245022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -22450226.000000 Penalty: 5987.001953
	Iteration 41Q: 3 clusters Score -2.245023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -22450232.000000 Penalty: 5987.001953
	Iteration 42Q: 3 clusters Score -2.245023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -22450248.000000 Penalty: 5987.001953
	Iteration 43Q: 3 clusters Score -2.245025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -22450232.000000 Penalty: 5987.001953
	Iteration 44Q: 3 clusters Score -2.245023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -22450228.000000 Penalty: 5987.001953
	Iteration 45Q: 3 clusters Score -2.245023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 172071 members 
Entering Unmasked Estep 
Score: -22450204.000000 Penalty: 5987.001953
	Iteration 46Q: 3 clusters Score -2.24502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -22450230.000000 Penalty: 5987.001953
	Iteration 47Q: 3 clusters Score -2.245023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 172082 members 
Entering Unmasked Estep 
Score: -22450242.000000 Penalty: 5987.001953
	Iteration 48Q: 3 clusters Score -2.245024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 172088 members 
Entering Unmasked Estep 
Score: -22450248.000000 Penalty: 5987.001953
	Iteration 49Q: 3 clusters Score -2.245025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 172094 members 
Entering Unmasked Estep 
Score: -22450258.000000 Penalty: 5987.001953
	Iteration 50Q: 3 clusters Score -2.245026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 172101 members 
Entering Unmasked Estep 
Score: -22450264.000000 Penalty: 5987.001953
	Iteration 51Q: 3 clusters Score -2.245026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -22450258.000000 Penalty: 5987.001953
	Iteration 52Q: 3 clusters Score -2.245026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -22450246.000000 Penalty: 5987.001953
	Iteration 53Q: 3 clusters Score -2.245025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -22450244.000000 Penalty: 5987.001953
	Iteration 54Q: 3 clusters Score -2.245024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -22450228.000000 Penalty: 5987.001953
	Iteration 55Q: 3 clusters Score -2.245023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 172146 members 
Entering Unmasked Estep 
Score: -22450238.000000 Penalty: 5987.001953
	Iteration 56Q: 3 clusters Score -2.245024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 172152 members 
Entering Unmasked Estep 
Score: -22450232.000000 Penalty: 5987.001953
	Iteration 57Q: 3 clusters Score -2.245023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 172159 members 
Entering Unmasked Estep 
Score: -22450222.000000 Penalty: 5987.001953
	Iteration 58Q: 3 clusters Score -2.245022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -22450208.000000 Penalty: 5987.001953
	Iteration 59Q: 3 clusters Score -2.245021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -22450194.000000 Penalty: 5987.001953
	Iteration 60F: 3 clusters Score -2.245019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -22450196.000000 Penalty: 5987.001953
	Iteration 61Q: 3 clusters Score -2.24502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 172188 members 
Entering Unmasked Estep 
Score: -22450204.000000 Penalty: 5987.001953
	Iteration 62Q: 3 clusters Score -2.24502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 172194 members 
Entering Unmasked Estep 
Score: -22450174.000000 Penalty: 5987.001953
	Iteration 63Q: 3 clusters Score -2.245017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -22450162.000000 Penalty: 5987.001953
	Iteration 64Q: 3 clusters Score -2.245016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 172212 members 
Entering Unmasked Estep 
Score: -22450152.000000 Penalty: 5987.001953
	Iteration 65Q: 3 clusters Score -2.245015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 172222 members 
Entering Unmasked Estep 
Score: -22450150.000000 Penalty: 5987.001953
	Iteration 66Q: 3 clusters Score -2.245015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -22450158.000000 Penalty: 5987.001953
	Iteration 67Q: 3 clusters Score -2.245016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -22450164.000000 Penalty: 5987.001953
	Iteration 68Q: 3 clusters Score -2.245016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -22450170.000000 Penalty: 5987.001953
	Iteration 69Q: 3 clusters Score -2.245017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -22450170.000000 Penalty: 5987.001953
	Iteration 70Q: 3 clusters Score -2.245017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -22450176.000000 Penalty: 5987.001953
	Iteration 71Q: 3 clusters Score -2.245018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -22450174.000000 Penalty: 5987.001953
	Iteration 72Q: 3 clusters Score -2.245017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -22450172.000000 Penalty: 5987.001953
	Iteration 73Q: 3 clusters Score -2.245017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -22450162.000000 Penalty: 5987.001953
	Iteration 74Q: 3 clusters Score -2.245016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -22450160.000000 Penalty: 5987.001953
	Iteration 75Q: 3 clusters Score -2.245016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -22450160.000000 Penalty: 5987.001953
	Iteration 76Q: 3 clusters Score -2.245016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -22450158.000000 Penalty: 5987.001953
	Iteration 77Q: 3 clusters Score -2.245016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -22450168.000000 Penalty: 5987.001953
	Iteration 78Q: 3 clusters Score -2.245017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 172258 members 
Entering Unmasked Estep 
Score: -22450166.000000 Penalty: 5987.001953
	Iteration 79Q: 3 clusters Score -2.245017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 172260 members 
Entering Unmasked Estep 
Score: -22450180.000000 Penalty: 5987.001953
	Iteration 80F: 3 clusters Score -2.245018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 172265 members 
Entering Unmasked Estep 
Score: -22450162.000000 Penalty: 5987.001953
	Iteration 81Q: 3 clusters Score -2.245016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 172268 members 
Entering Unmasked Estep 
Score: -22450156.000000 Penalty: 5987.001953
	Iteration 82Q: 3 clusters Score -2.245016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -22450154.000000 Penalty: 5987.001953
	Iteration 83Q: 3 clusters Score -2.245015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -22450136.000000 Penalty: 5987.001953
	Iteration 84Q: 3 clusters Score -2.245014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -22450132.000000 Penalty: 5987.001953
	Iteration 85Q: 3 clusters Score -2.245013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -22450134.000000 Penalty: 5987.001953
	Iteration 86Q: 3 clusters Score -2.245013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -22450158.000000 Penalty: 5987.001953
	Iteration 87Q: 3 clusters Score -2.245016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -22450138.000000 Penalty: 5987.001953
	Iteration 88Q: 3 clusters Score -2.245014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -22450140.000000 Penalty: 5987.001953
	Iteration 89Q: 3 clusters Score -2.245014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -22450140.000000 Penalty: 5987.001953
	Iteration 90F: 3 clusters Score -2.245014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Entering Unmasked Estep 
Score: -2562808.500000 Penalty: 2454.535156
	Iteration 0F: 2 clusters Score -2562808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2548872.000000 Penalty: 4909.070312
	Iteration 0F: 3 clusters Score -2548872 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2553775.500000 Penalty: 4909.070312
	Iteration 1F: 3 clusters Score -2553776 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2554506.500000 Penalty: 4909.070312
	Iteration 2F: 3 clusters Score -2554506 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2555392.000000 Penalty: 4909.070312
	Iteration 3F: 3 clusters Score -2555392 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2556417.500000 Penalty: 4909.070312
	Iteration 4F: 3 clusters Score -2556418 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2557663.500000 Penalty: 4909.070312
	Iteration 5F: 3 clusters Score -2557664 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2558934.750000 Penalty: 4909.070312
	Iteration 6F: 3 clusters Score -2558935 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2559938.250000 Penalty: 4909.070312
	Iteration 7F: 3 clusters Score -2559938 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2560441.750000 Penalty: 4909.070312
	Iteration 8Q: 3 clusters Score -2560442 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2560651.000000 Penalty: 4909.070312
	Iteration 9Q: 3 clusters Score -2560651 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2560732.000000 Penalty: 4909.070312
	Iteration 10Q: 3 clusters Score -2560732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2560801.500000 Penalty: 4909.070312
	Iteration 11Q: 3 clusters Score -2560802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2560838.500000 Penalty: 4909.070312
	Iteration 12Q: 3 clusters Score -2560838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2560864.250000 Penalty: 4909.070312
	Iteration 13Q: 3 clusters Score -2560864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2560900.250000 Penalty: 4909.070312
	Iteration 14Q: 3 clusters Score -2560900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2560943.000000 Penalty: 4909.070312
	Iteration 15Q: 3 clusters Score -2560943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2560984.750000 Penalty: 4909.070312
	Iteration 16Q: 3 clusters Score -2560985 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2561047.250000 Penalty: 4909.070312
	Iteration 17Q: 3 clusters Score -2561047 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2561098.750000 Penalty: 4909.070312
	Iteration 18Q: 3 clusters Score -2561099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2561141.000000 Penalty: 4909.070312
	Iteration 19Q: 3 clusters Score -2561141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2561181.250000 Penalty: 4909.070312
	Iteration 20F: 3 clusters Score -2561181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2561216.750000 Penalty: 4909.070312
	Iteration 21Q: 3 clusters Score -2561217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2561246.500000 Penalty: 4909.070312
	Iteration 22Q: 3 clusters Score -2561246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2561267.500000 Penalty: 4909.070312
	Iteration 23Q: 3 clusters Score -2561268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2561292.500000 Penalty: 4909.070312
	Iteration 24Q: 3 clusters Score -2561292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2561307.750000 Penalty: 4909.070312
	Iteration 25Q: 3 clusters Score -2561308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2561311.000000 Penalty: 4909.070312
	Iteration 26Q: 3 clusters Score -2561311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2561316.250000 Penalty: 4909.070312
	Iteration 27Q: 3 clusters Score -2561316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2561321.500000 Penalty: 4909.070312
	Iteration 28Q: 3 clusters Score -2561322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2561333.500000 Penalty: 4909.070312
	Iteration 29Q: 3 clusters Score -2561334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2561342.500000 Penalty: 4909.070312
	Iteration 30Q: 3 clusters Score -2561342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2561343.750000 Penalty: 4909.070312
	Iteration 31Q: 3 clusters Score -2561344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2561345.500000 Penalty: 4909.070312
	Iteration 32Q: 3 clusters Score -2561346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2561354.750000 Penalty: 4909.070312
	Iteration 33Q: 3 clusters Score -2561355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2561355.000000 Penalty: 4909.070312
	Iteration 34Q: 3 clusters Score -2561355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2561352.750000 Penalty: 4909.070312
	Iteration 35Q: 3 clusters Score -2561353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2561357.750000 Penalty: 4909.070312
	Iteration 36Q: 3 clusters Score -2561358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2561361.500000 Penalty: 4909.070312
	Iteration 37Q: 3 clusters Score -2561362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2561367.750000 Penalty: 4909.070312
	Iteration 38Q: 3 clusters Score -2561368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2561366.500000 Penalty: 4909.070312
	Iteration 39Q: 3 clusters Score -2561366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2561366.250000 Penalty: 4909.070312
	Iteration 40F: 3 clusters Score -2561366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2561365.500000 Penalty: 4909.070312
	Iteration 41Q: 3 clusters Score -2561366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2561365.000000 Penalty: 4909.070312
	Iteration 42Q: 3 clusters Score -2561365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2561365.500000 Penalty: 4909.070312
	Iteration 43Q: 3 clusters Score -2561366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2561368.750000 Penalty: 4909.070312
	Iteration 44Q: 3 clusters Score -2561369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2561366.500000 Penalty: 4909.070312
	Iteration 45Q: 3 clusters Score -2561366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2561370.750000 Penalty: 4909.070312
	Iteration 46Q: 3 clusters Score -2561371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2561373.000000 Penalty: 4909.070312
	Iteration 47Q: 3 clusters Score -2561373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2561371.500000 Penalty: 4909.070312
	Iteration 48Q: 3 clusters Score -2561372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2561373.750000 Penalty: 4909.070312
	Iteration 49Q: 3 clusters Score -2561374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2561379.500000 Penalty: 4909.070312
	Iteration 50Q: 3 clusters Score -2561380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2561380.250000 Penalty: 4909.070312
	Iteration 51Q: 3 clusters Score -2561380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2561380.000000 Penalty: 4909.070312
	Iteration 52Q: 3 clusters Score -2561380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2561380.250000 Penalty: 4909.070312
	Iteration 53Q: 3 clusters Score -2561380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2561383.250000 Penalty: 4909.070312
	Iteration 54Q: 3 clusters Score -2561383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2561381.000000 Penalty: 4909.070312
	Iteration 55Q: 3 clusters Score -2561381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2561378.000000 Penalty: 4909.070312
	Iteration 56Q: 3 clusters Score -2561378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2561377.500000 Penalty: 4909.070312
	Iteration 57Q: 3 clusters Score -2561378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2561378.000000 Penalty: 4909.070312
	Iteration 58Q: 3 clusters Score -2561378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2561378.250000 Penalty: 4909.070312
	Iteration 59Q: 3 clusters Score -2561378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2561375.000000 Penalty: 4909.070312
	Iteration 60F: 3 clusters Score -2561375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2561376.250000 Penalty: 4909.070312
	Iteration 61Q: 3 clusters Score -2561376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2561382.750000 Penalty: 4909.070312
	Iteration 62Q: 3 clusters Score -2561383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2561382.750000 Penalty: 4909.070312
	Iteration 63Q: 3 clusters Score -2561383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2561381.500000 Penalty: 4909.070312
	Iteration 64Q: 3 clusters Score -2561382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2561387.000000 Penalty: 4909.070312
	Iteration 65Q: 3 clusters Score -2561387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2561386.250000 Penalty: 4909.070312
	Iteration 66Q: 3 clusters Score -2561386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2561386.250000 Penalty: 4909.070312
	Iteration 67F: 3 clusters Score -2561386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Entering Unmasked Estep 
Score: -23933248.000000 Penalty: 3009.786133
	Iteration 0F: 2 clusters Score -2.393325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -23812804.000000 Penalty: 6019.572266
	Iteration 0F: 3 clusters Score -2.38128e+07 nChanged 89460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -23864188.000000 Penalty: 6019.572266
	Iteration 1F: 3 clusters Score -2.386419e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94328 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -23865232.000000 Penalty: 6019.572266
	Iteration 2Q: 3 clusters Score -2.386523e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -23866564.000000 Penalty: 6019.572266
	Iteration 3Q: 3 clusters Score -2.386656e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -23868646.000000 Penalty: 6019.572266
	Iteration 4Q: 3 clusters Score -2.386865e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -23872180.000000 Penalty: 6019.572266
	Iteration 5Q: 3 clusters Score -2.387218e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -23877250.000000 Penalty: 6019.572266
	Iteration 6Q: 3 clusters Score -2.387725e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -23885012.000000 Penalty: 6019.572266
	Iteration 7F: 3 clusters Score -2.388501e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -23895278.000000 Penalty: 6019.572266
	Iteration 8F: 3 clusters Score -2.389528e+07 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -23905382.000000 Penalty: 6019.572266
	Iteration 9F: 3 clusters Score -2.390538e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -23911866.000000 Penalty: 6019.572266
	Iteration 10F: 3 clusters Score -2.391187e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -23914966.000000 Penalty: 6019.572266
	Iteration 11Q: 3 clusters Score -2.391497e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -23916186.000000 Penalty: 6019.572266
	Iteration 12Q: 3 clusters Score -2.391619e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -23917162.000000 Penalty: 6019.572266
	Iteration 13Q: 3 clusters Score -2.391716e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -23917990.000000 Penalty: 6019.572266
	Iteration 14Q: 3 clusters Score -2.391799e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -23918634.000000 Penalty: 6019.572266
	Iteration 15Q: 3 clusters Score -2.391863e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -23919194.000000 Penalty: 6019.572266
	Iteration 16Q: 3 clusters Score -2.391919e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -23919520.000000 Penalty: 6019.572266
	Iteration 17Q: 3 clusters Score -2.391952e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 107376 members 
Entering Unmasked Estep 
Score: -23919840.000000 Penalty: 6019.572266
	Iteration 18Q: 3 clusters Score -2.391984e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -23920086.000000 Penalty: 6019.572266
	Iteration 19Q: 3 clusters Score -2.392009e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -23920312.000000 Penalty: 6019.572266
	Iteration 20F: 3 clusters Score -2.392031e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -23920458.000000 Penalty: 6019.572266
	Iteration 21Q: 3 clusters Score -2.392046e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -23920642.000000 Penalty: 6019.572266
	Iteration 22Q: 3 clusters Score -2.392064e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -23920842.000000 Penalty: 6019.572266
	Iteration 23Q: 3 clusters Score -2.392084e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -23920920.000000 Penalty: 6019.572266
	Iteration 24Q: 3 clusters Score -2.392092e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -23921176.000000 Penalty: 6019.572266
	Iteration 25Q: 3 clusters Score -2.392118e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -23921348.000000 Penalty: 6019.572266
	Iteration 26Q: 3 clusters Score -2.392135e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -23921550.000000 Penalty: 6019.572266
	Iteration 27Q: 3 clusters Score -2.392155e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -23921716.000000 Penalty: 6019.572266
	Iteration 28Q: 3 clusters Score -2.392172e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -23921834.000000 Penalty: 6019.572266
	Iteration 29Q: 3 clusters Score -2.392183e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -23921960.000000 Penalty: 6019.572266
	Iteration 30Q: 3 clusters Score -2.392196e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 120664 members 
Entering Unmasked Estep 
Score: -23922156.000000 Penalty: 6019.572266
	Iteration 31Q: 3 clusters Score -2.392216e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 121857 members 
Entering Unmasked Estep 
Score: -23922308.000000 Penalty: 6019.572266
	Iteration 32Q: 3 clusters Score -2.392231e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -23922420.000000 Penalty: 6019.572266
	Iteration 33Q: 3 clusters Score -2.392242e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -23922514.000000 Penalty: 6019.572266
	Iteration 34Q: 3 clusters Score -2.392251e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -23922698.000000 Penalty: 6019.572266
	Iteration 35Q: 3 clusters Score -2.39227e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -23922818.000000 Penalty: 6019.572266
	Iteration 36Q: 3 clusters Score -2.392282e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -23922920.000000 Penalty: 6019.572266
	Iteration 37Q: 3 clusters Score -2.392292e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -23923032.000000 Penalty: 6019.572266
	Iteration 38Q: 3 clusters Score -2.392303e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -23923218.000000 Penalty: 6019.572266
	Iteration 39Q: 3 clusters Score -2.392322e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 131899 members 
Entering Unmasked Estep 
Score: -23923480.000000 Penalty: 6019.572266
	Iteration 40F: 3 clusters Score -2.392348e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -23923652.000000 Penalty: 6019.572266
	Iteration 41Q: 3 clusters Score -2.392365e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -23923916.000000 Penalty: 6019.572266
	Iteration 42Q: 3 clusters Score -2.392392e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -23924170.000000 Penalty: 6019.572266
	Iteration 43Q: 3 clusters Score -2.392417e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 137485 members 
Entering Unmasked Estep 
Score: -23924502.000000 Penalty: 6019.572266
	Iteration 44Q: 3 clusters Score -2.39245e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -23924720.000000 Penalty: 6019.572266
	Iteration 45Q: 3 clusters Score -2.392472e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -23925008.000000 Penalty: 6019.572266
	Iteration 46Q: 3 clusters Score -2.392501e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -23925260.000000 Penalty: 6019.572266
	Iteration 47Q: 3 clusters Score -2.392526e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 143856 members 
Entering Unmasked Estep 
Score: -23925528.000000 Penalty: 6019.572266
	Iteration 48Q: 3 clusters Score -2.392553e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -23925882.000000 Penalty: 6019.572266
	Iteration 49Q: 3 clusters Score -2.392588e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -23926036.000000 Penalty: 6019.572266
	Iteration 50Q: 3 clusters Score -2.392604e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -23926510.000000 Penalty: 6019.572266
	Iteration 51Q: 3 clusters Score -2.392651e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -23926972.000000 Penalty: 6019.572266
	Iteration 52Q: 3 clusters Score -2.392697e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -23927278.000000 Penalty: 6019.572266
	Iteration 53Q: 3 clusters Score -2.392728e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -23927810.000000 Penalty: 6019.572266
	Iteration 54Q: 3 clusters Score -2.392781e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -23928236.000000 Penalty: 6019.572266
	Iteration 55Q: 3 clusters Score -2.392824e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -23928722.000000 Penalty: 6019.572266
	Iteration 56Q: 3 clusters Score -2.392872e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -23929264.000000 Penalty: 6019.572266
	Iteration 57Q: 3 clusters Score -2.392926e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 162264 members 
Entering Unmasked Estep 
Score: -23929730.000000 Penalty: 6019.572266
	Iteration 58Q: 3 clusters Score -2.392973e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -23930036.000000 Penalty: 6019.572266
	Iteration 59Q: 3 clusters Score -2.393004e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -23930474.000000 Penalty: 6019.572266
	Iteration 60F: 3 clusters Score -2.393047e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -23930932.000000 Penalty: 6019.572266
	Iteration 61Q: 3 clusters Score -2.393093e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -23931238.000000 Penalty: 6019.572266
	Iteration 62Q: 3 clusters Score -2.393124e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -23931604.000000 Penalty: 6019.572266
	Iteration 63Q: 3 clusters Score -2.39316e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -23931896.000000 Penalty: 6019.572266
	Iteration 64Q: 3 clusters Score -2.39319e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -23932020.000000 Penalty: 6019.572266
	Iteration 65Q: 3 clusters Score -2.393202e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 176514 members 
Entering Unmasked Estep 
Score: -23932120.000000 Penalty: 6019.572266
	Iteration 66Q: 3 clusters Score -2.393212e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 177537 members 
Entering Unmasked Estep 
Score: -23932176.000000 Penalty: 6019.572266
	Iteration 67Q: 3 clusters Score -2.393218e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -23932308.000000 Penalty: 6019.572266
	Iteration 68Q: 3 clusters Score -2.393231e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -23932398.000000 Penalty: 6019.572266
	Iteration 69Q: 3 clusters Score -2.39324e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -23932332.000000 Penalty: 6019.572266
	Iteration 70Q: 3 clusters Score -2.393233e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -23932276.000000 Penalty: 6019.572266
	Iteration 71Q: 3 clusters Score -2.393228e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -23932312.000000 Penalty: 6019.572266
	Iteration 72Q: 3 clusters Score -2.393231e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -23932318.000000 Penalty: 6019.572266
	Iteration 73Q: 3 clusters Score -2.393232e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 181230 members 
Entering Unmasked Estep 
Score: -23932250.000000 Penalty: 6019.572266
	Iteration 74Q: 3 clusters Score -2.393225e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 181503 members 
Entering Unmasked Estep 
Score: -23932286.000000 Penalty: 6019.572266
	Iteration 75Q: 3 clusters Score -2.393229e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -23932288.000000 Penalty: 6019.572266
	Iteration 76Q: 3 clusters Score -2.393229e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 181899 members 
Entering Unmasked Estep 
Score: -23932258.000000 Penalty: 6019.572266
	Iteration 77Q: 3 clusters Score -2.393226e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 182019 members 
Entering Unmasked Estep 
Score: -23932284.000000 Penalty: 6019.572266
	Iteration 78Q: 3 clusters Score -2.393228e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 182127 members 
Entering Unmasked Estep 
Score: -23932252.000000 Penalty: 6019.572266
	Iteration 79Q: 3 clusters Score -2.393225e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -23932244.000000 Penalty: 6019.572266
	Iteration 80F: 3 clusters Score -2.393224e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 182295 members 
Entering Unmasked Estep 
Score: -23932224.000000 Penalty: 6019.572266
	Iteration 81Q: 3 clusters Score -2.393222e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 182382 members 
Entering Unmasked Estep 
Score: -23932232.000000 Penalty: 6019.572266
	Iteration 82Q: 3 clusters Score -2.393223e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 182466 members 
Entering Unmasked Estep 
Score: -23932182.000000 Penalty: 6019.572266
	Iteration 83Q: 3 clusters Score -2.393218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 182540 members 
Entering Unmasked Estep 
Score: -23932160.000000 Penalty: 6019.572266
	Iteration 84Q: 3 clusters Score -2.393216e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -23932150.000000 Penalty: 6019.572266
	Iteration 85Q: 3 clusters Score -2.393215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 182695 members 
Entering Unmasked Estep 
Score: -23932148.000000 Penalty: 6019.572266
	Iteration 86Q: 3 clusters Score -2.393215e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 182769 members 
Entering Unmasked Estep 
Score: -23932146.000000 Penalty: 6019.572266
	Iteration 87Q: 3 clusters Score -2.393215e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -23932108.000000 Penalty: 6019.572266
	Iteration 88Q: 3 clusters Score -2.393211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 182890 members 
Entering Unmasked Estep 
Score: -23932110.000000 Penalty: 6019.572266
	Iteration 89Q: 3 clusters Score -2.393211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -23932096.000000 Penalty: 6019.572266
	Iteration 90Q: 3 clusters Score -2.39321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 182993 members 
Entering Unmasked Estep 
Score: -23932106.000000 Penalty: 6019.572266
	Iteration 91Q: 3 clusters Score -2.393211e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 183040 members 
Entering Unmasked Estep 
Score: -23932060.000000 Penalty: 6019.572266
	Iteration 92Q: 3 clusters Score -2.393206e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -23932030.000000 Penalty: 6019.572266
	Iteration 93Q: 3 clusters Score -2.393203e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 183142 members 
Entering Unmasked Estep 
Score: -23932034.000000 Penalty: 6019.572266
	Iteration 94Q: 3 clusters Score -2.393203e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -23932014.000000 Penalty: 6019.572266
	Iteration 95Q: 3 clusters Score -2.393201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -23931942.000000 Penalty: 6019.572266
	Iteration 96Q: 3 clusters Score -2.393194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 183277 members 
Entering Unmasked Estep 
Score: -23931948.000000 Penalty: 6019.572266
	Iteration 97Q: 3 clusters Score -2.393195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 183311 members 
Entering Unmasked Estep 
Score: -23931958.000000 Penalty: 6019.572266
	Iteration 98Q: 3 clusters Score -2.393196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -23931928.000000 Penalty: 6019.572266
	Iteration 99Q: 3 clusters Score -2.393193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 183352 members 
Entering Unmasked Estep 
Score: -23931934.000000 Penalty: 6019.572266
	Iteration 100F: 3 clusters Score -2.393193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -23931978.000000 Penalty: 6019.572266
	Iteration 101Q: 3 clusters Score -2.393198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 183392 members 
Entering Unmasked Estep 
Score: -23931958.000000 Penalty: 6019.572266
	Iteration 102Q: 3 clusters Score -2.393196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -23931962.000000 Penalty: 6019.572266
	Iteration 103Q: 3 clusters Score -2.393196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -23931970.000000 Penalty: 6019.572266
	Iteration 104Q: 3 clusters Score -2.393197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 183426 members 
Entering Unmasked Estep 
Score: -23931974.000000 Penalty: 6019.572266
	Iteration 105Q: 3 clusters Score -2.393197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 183436 members 
Entering Unmasked Estep 
Score: -23931946.000000 Penalty: 6019.572266
	Iteration 106Q: 3 clusters Score -2.393195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -23931946.000000 Penalty: 6019.572266
	Iteration 107Q: 3 clusters Score -2.393195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 183456 members 
Entering Unmasked Estep 
Score: -23931926.000000 Penalty: 6019.572266
	Iteration 108Q: 3 clusters Score -2.393193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 183468 members 
Entering Unmasked Estep 
Score: -23931940.000000 Penalty: 6019.572266
	Iteration 109Q: 3 clusters Score -2.393194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -23931940.000000 Penalty: 6019.572266
	Iteration 110Q: 3 clusters Score -2.393194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 183488 members 
Entering Unmasked Estep 
Score: -23931942.000000 Penalty: 6019.572266
	Iteration 111Q: 3 clusters Score -2.393194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 183496 members 
Entering Unmasked Estep 
Score: -23931926.000000 Penalty: 6019.572266
	Iteration 112Q: 3 clusters Score -2.393193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -23931914.000000 Penalty: 6019.572266
	Iteration 113Q: 3 clusters Score -2.393191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -23931912.000000 Penalty: 6019.572266
	Iteration 114Q: 3 clusters Score -2.393191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 183513 members 
Entering Unmasked Estep 
Score: -23931908.000000 Penalty: 6019.572266
	Iteration 115Q: 3 clusters Score -2.393191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 183515 members 
Entering Unmasked Estep 
Score: -23931916.000000 Penalty: 6019.572266
	Iteration 116Q: 3 clusters Score -2.393192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -23931924.000000 Penalty: 6019.572266
	Iteration 117Q: 3 clusters Score -2.393192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -23931922.000000 Penalty: 6019.572266
	Iteration 118Q: 3 clusters Score -2.393192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 183526 members 
Entering Unmasked Estep 
Score: -23931930.000000 Penalty: 6019.572266
	Iteration 119Q: 3 clusters Score -2.393193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -23931918.000000 Penalty: 6019.572266
	Iteration 120F: 3 clusters Score -2.393192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 183533 members 
Entering Unmasked Estep 
Score: -23931910.000000 Penalty: 6019.572266
	Iteration 121Q: 3 clusters Score -2.393191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 183539 members 
Entering Unmasked Estep 
Score: -23931898.000000 Penalty: 6019.572266
	Iteration 122Q: 3 clusters Score -2.39319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -23931932.000000 Penalty: 6019.572266
	Iteration 123Q: 3 clusters Score -2.393193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 183549 members 
Entering Unmasked Estep 
Score: -23931930.000000 Penalty: 6019.572266
	Iteration 124Q: 3 clusters Score -2.393193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -23931918.000000 Penalty: 6019.572266
	Iteration 125Q: 3 clusters Score -2.393192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -23931918.000000 Penalty: 6019.572266
	Iteration 126F: 3 clusters Score -2.393192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -117421.609375 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -117421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115540.734375 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -115540.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115931.343750 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -115931.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116059.351562 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -116059.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116158.812500 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -116158.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116262.429688 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -116262.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116373.031250 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -116373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116442.101562 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -116442.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116596.281250 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -116596.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116741.437500 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -116741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116848.710938 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -116848.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116921.906250 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -116921.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116989.812500 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -116989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117026.320312 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -117026.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117056.875000 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -117056.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117100.578125 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -117100.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117144.085938 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -117144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117165.335938 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -117165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117176.562500 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -117176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117187.968750 Penalty: 3417.237305
	Iteration 18Q: 3 clusters Score -117188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117194.835938 Penalty: 3417.237305
	Iteration 19Q: 3 clusters Score -117194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117199.640625 Penalty: 3417.237305
	Iteration 20F: 3 clusters Score -117199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117202.695312 Penalty: 3417.237305
	Iteration 21Q: 3 clusters Score -117202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117203.351562 Penalty: 3417.237305
	Iteration 22Q: 3 clusters Score -117203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117204.226562 Penalty: 3417.237305
	Iteration 23Q: 3 clusters Score -117204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117204.226562 Penalty: 3417.237305
	Iteration 24F: 3 clusters Score -117204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -1011286.562500 Penalty: 2238.044189
	Iteration 0F: 2 clusters Score -1011287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1004672.750000 Penalty: 4476.088379
	Iteration 0F: 3 clusters Score -1004673 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1006578.062500 Penalty: 4476.088379
	Iteration 1F: 3 clusters Score -1006578 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1007105.062500 Penalty: 4476.088379
	Iteration 2F: 3 clusters Score -1007105 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1007675.187500 Penalty: 4476.088379
	Iteration 3F: 3 clusters Score -1007675 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1008105.625000 Penalty: 4476.088379
	Iteration 4F: 3 clusters Score -1008106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1008434.562500 Penalty: 4476.088379
	Iteration 5F: 3 clusters Score -1008435 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1008702.812500 Penalty: 4476.088379
	Iteration 6F: 3 clusters Score -1008703 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1008941.875000 Penalty: 4476.088379
	Iteration 7Q: 3 clusters Score -1008942 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1009135.625000 Penalty: 4476.088379
	Iteration 8Q: 3 clusters Score -1009136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1009321.437500 Penalty: 4476.088379
	Iteration 9Q: 3 clusters Score -1009321 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1009483.625000 Penalty: 4476.088379
	Iteration 10Q: 3 clusters Score -1009484 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1009605.875000 Penalty: 4476.088379
	Iteration 11Q: 3 clusters Score -1009606 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1009706.625000 Penalty: 4476.088379
	Iteration 12Q: 3 clusters Score -1009707 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1009780.562500 Penalty: 4476.088379
	Iteration 13Q: 3 clusters Score -1009781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1009825.875000 Penalty: 4476.088379
	Iteration 14Q: 3 clusters Score -1009826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1009855.500000 Penalty: 4476.088379
	Iteration 15Q: 3 clusters Score -1009856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1009875.500000 Penalty: 4476.088379
	Iteration 16Q: 3 clusters Score -1009876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1009894.875000 Penalty: 4476.088379
	Iteration 17Q: 3 clusters Score -1009895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1009908.875000 Penalty: 4476.088379
	Iteration 18Q: 3 clusters Score -1009909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1009925.562500 Penalty: 4476.088379
	Iteration 19Q: 3 clusters Score -1009926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1009943.437500 Penalty: 4476.088379
	Iteration 20F: 3 clusters Score -1009943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1009951.250000 Penalty: 4476.088379
	Iteration 21Q: 3 clusters Score -1009951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1009966.312500 Penalty: 4476.088379
	Iteration 22Q: 3 clusters Score -1009966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1009979.937500 Penalty: 4476.088379
	Iteration 23Q: 3 clusters Score -1009980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1009988.687500 Penalty: 4476.088379
	Iteration 24Q: 3 clusters Score -1009989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1009996.562500 Penalty: 4476.088379
	Iteration 25Q: 3 clusters Score -1009997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1010006.437500 Penalty: 4476.088379
	Iteration 26Q: 3 clusters Score -1010006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1010015.687500 Penalty: 4476.088379
	Iteration 27Q: 3 clusters Score -1010016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1010020.375000 Penalty: 4476.088379
	Iteration 28Q: 3 clusters Score -1010020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1010029.875000 Penalty: 4476.088379
	Iteration 29Q: 3 clusters Score -1010030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1010037.812500 Penalty: 4476.088379
	Iteration 30Q: 3 clusters Score -1010038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1010041.937500 Penalty: 4476.088379
	Iteration 31Q: 3 clusters Score -1010042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1010049.250000 Penalty: 4476.088379
	Iteration 32Q: 3 clusters Score -1010049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1010056.000000 Penalty: 4476.088379
	Iteration 33Q: 3 clusters Score -1010056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1010059.187500 Penalty: 4476.088379
	Iteration 34Q: 3 clusters Score -1010059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1010062.187500 Penalty: 4476.088379
	Iteration 35Q: 3 clusters Score -1010062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1010064.625000 Penalty: 4476.088379
	Iteration 36Q: 3 clusters Score -1010065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1010067.500000 Penalty: 4476.088379
	Iteration 37Q: 3 clusters Score -1010068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1010068.375000 Penalty: 4476.088379
	Iteration 38Q: 3 clusters Score -1010068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1010069.437500 Penalty: 4476.088379
	Iteration 39Q: 3 clusters Score -1010069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1010069.625000 Penalty: 4476.088379
	Iteration 40F: 3 clusters Score -1010070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1010069.812500 Penalty: 4476.088379
	Iteration 41Q: 3 clusters Score -1010070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1010072.750000 Penalty: 4476.088379
	Iteration 42Q: 3 clusters Score -1010073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1010073.500000 Penalty: 4476.088379
	Iteration 43Q: 3 clusters Score -1010074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1010074.500000 Penalty: 4476.088379
	Iteration 44Q: 3 clusters Score -1010074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1010074.875000 Penalty: 4476.088379
	Iteration 45Q: 3 clusters Score -1010075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1010074.875000 Penalty: 4476.088379
	Iteration 46Q: 3 clusters Score -1010075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1010078.250000 Penalty: 4476.088379
	Iteration 47Q: 3 clusters Score -1010078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1010078.875000 Penalty: 4476.088379
	Iteration 48Q: 3 clusters Score -1010079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1010079.625000 Penalty: 4476.088379
	Iteration 49Q: 3 clusters Score -1010080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1010079.562500 Penalty: 4476.088379
	Iteration 50Q: 3 clusters Score -1010080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1010081.500000 Penalty: 4476.088379
	Iteration 51Q: 3 clusters Score -1010082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1010081.625000 Penalty: 4476.088379
	Iteration 52Q: 3 clusters Score -1010082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1010081.937500 Penalty: 4476.088379
	Iteration 53Q: 3 clusters Score -1010082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1010081.937500 Penalty: 4476.088379
	Iteration 54F: 3 clusters Score -1010082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Entering Unmasked Estep 
Score: -7621280.500000 Penalty: 2722.131592
	Iteration 0F: 2 clusters Score -7621280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -7582181.500000 Penalty: 5444.263184
	Iteration 0F: 3 clusters Score -7582182 nChanged 27015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -7597427.000000 Penalty: 5444.263184
	Iteration 1F: 3 clusters Score -7597427 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -7598138.000000 Penalty: 5444.263184
	Iteration 2Q: 3 clusters Score -7598138 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -7598812.500000 Penalty: 5444.263184
	Iteration 3Q: 3 clusters Score -7598812 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -7599623.500000 Penalty: 5444.263184
	Iteration 4Q: 3 clusters Score -7599624 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -7600526.500000 Penalty: 5444.263184
	Iteration 5Q: 3 clusters Score -7600526 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7601689.000000 Penalty: 5444.263184
	Iteration 6Q: 3 clusters Score -7601689 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -7603203.000000 Penalty: 5444.263184
	Iteration 7Q: 3 clusters Score -7603203 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7605374.000000 Penalty: 5444.263184
	Iteration 8F: 3 clusters Score -7605374 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -7608197.500000 Penalty: 5444.263184
	Iteration 9F: 3 clusters Score -7608198 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7610777.000000 Penalty: 5444.263184
	Iteration 10F: 3 clusters Score -7610777 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -7612290.000000 Penalty: 5444.263184
	Iteration 11Q: 3 clusters Score -7612290 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -7613079.000000 Penalty: 5444.263184
	Iteration 12Q: 3 clusters Score -7613079 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7613639.000000 Penalty: 5444.263184
	Iteration 13Q: 3 clusters Score -7613639 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -7614127.500000 Penalty: 5444.263184
	Iteration 14Q: 3 clusters Score -7614128 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -7614542.000000 Penalty: 5444.263184
	Iteration 15Q: 3 clusters Score -7614542 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -7614982.500000 Penalty: 5444.263184
	Iteration 16Q: 3 clusters Score -7614982 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -7615383.500000 Penalty: 5444.263184
	Iteration 17Q: 3 clusters Score -7615384 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -7615778.500000 Penalty: 5444.263184
	Iteration 18Q: 3 clusters Score -7615778 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7616084.500000 Penalty: 5444.263184
	Iteration 19Q: 3 clusters Score -7616084 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -7616332.500000 Penalty: 5444.263184
	Iteration 20F: 3 clusters Score -7616332 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -7616567.000000 Penalty: 5444.263184
	Iteration 21Q: 3 clusters Score -7616567 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -7616795.000000 Penalty: 5444.263184
	Iteration 22Q: 3 clusters Score -7616795 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7616979.000000 Penalty: 5444.263184
	Iteration 23Q: 3 clusters Score -7616979 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -7617162.500000 Penalty: 5444.263184
	Iteration 24Q: 3 clusters Score -7617162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7617326.500000 Penalty: 5444.263184
	Iteration 25Q: 3 clusters Score -7617326 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -7617404.500000 Penalty: 5444.263184
	Iteration 26Q: 3 clusters Score -7617404 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7617580.000000 Penalty: 5444.263184
	Iteration 27Q: 3 clusters Score -7617580 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -7617695.000000 Penalty: 5444.263184
	Iteration 28Q: 3 clusters Score -7617695 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -7617863.000000 Penalty: 5444.263184
	Iteration 29Q: 3 clusters Score -7617863 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7617980.000000 Penalty: 5444.263184
	Iteration 30Q: 3 clusters Score -7617980 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7618113.000000 Penalty: 5444.263184
	Iteration 31Q: 3 clusters Score -7618113 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7618280.000000 Penalty: 5444.263184
	Iteration 32Q: 3 clusters Score -7618280 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -7618396.000000 Penalty: 5444.263184
	Iteration 33Q: 3 clusters Score -7618396 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7618456.500000 Penalty: 5444.263184
	Iteration 34Q: 3 clusters Score -7618456 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -7618542.500000 Penalty: 5444.263184
	Iteration 35Q: 3 clusters Score -7618542 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7618626.000000 Penalty: 5444.263184
	Iteration 36Q: 3 clusters Score -7618626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7618670.000000 Penalty: 5444.263184
	Iteration 37Q: 3 clusters Score -7618670 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7618756.500000 Penalty: 5444.263184
	Iteration 38Q: 3 clusters Score -7618756 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7618802.500000 Penalty: 5444.263184
	Iteration 39Q: 3 clusters Score -7618802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7618851.500000 Penalty: 5444.263184
	Iteration 40F: 3 clusters Score -7618852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7618907.000000 Penalty: 5444.263184
	Iteration 41Q: 3 clusters Score -7618907 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7618945.000000 Penalty: 5444.263184
	Iteration 42Q: 3 clusters Score -7618945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7618997.000000 Penalty: 5444.263184
	Iteration 43Q: 3 clusters Score -7618997 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7619037.000000 Penalty: 5444.263184
	Iteration 44Q: 3 clusters Score -7619037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7619071.500000 Penalty: 5444.263184
	Iteration 45Q: 3 clusters Score -7619072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7619107.500000 Penalty: 5444.263184
	Iteration 46Q: 3 clusters Score -7619108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7619127.000000 Penalty: 5444.263184
	Iteration 47Q: 3 clusters Score -7619127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7619170.500000 Penalty: 5444.263184
	Iteration 48Q: 3 clusters Score -7619170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7619167.000000 Penalty: 5444.263184
	Iteration 49Q: 3 clusters Score -7619167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7619210.000000 Penalty: 5444.263184
	Iteration 50Q: 3 clusters Score -7619210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7619229.500000 Penalty: 5444.263184
	Iteration 51Q: 3 clusters Score -7619230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7619248.000000 Penalty: 5444.263184
	Iteration 52Q: 3 clusters Score -7619248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7619252.500000 Penalty: 5444.263184
	Iteration 53Q: 3 clusters Score -7619252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7619276.000000 Penalty: 5444.263184
	Iteration 54Q: 3 clusters Score -7619276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7619300.000000 Penalty: 5444.263184
	Iteration 55Q: 3 clusters Score -7619300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7619311.000000 Penalty: 5444.263184
	Iteration 56Q: 3 clusters Score -7619311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7619312.500000 Penalty: 5444.263184
	Iteration 57Q: 3 clusters Score -7619312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7619321.000000 Penalty: 5444.263184
	Iteration 58Q: 3 clusters Score -7619321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7619337.500000 Penalty: 5444.263184
	Iteration 59Q: 3 clusters Score -7619338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7619342.000000 Penalty: 5444.263184
	Iteration 60F: 3 clusters Score -7619342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7619350.000000 Penalty: 5444.263184
	Iteration 61Q: 3 clusters Score -7619350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7619356.500000 Penalty: 5444.263184
	Iteration 62Q: 3 clusters Score -7619356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7619369.000000 Penalty: 5444.263184
	Iteration 63Q: 3 clusters Score -7619369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7619373.000000 Penalty: 5444.263184
	Iteration 64Q: 3 clusters Score -7619373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7619381.000000 Penalty: 5444.263184
	Iteration 65Q: 3 clusters Score -7619381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7619389.000000 Penalty: 5444.263184
	Iteration 66Q: 3 clusters Score -7619389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7619391.500000 Penalty: 5444.263184
	Iteration 67Q: 3 clusters Score -7619392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7619390.500000 Penalty: 5444.263184
	Iteration 68Q: 3 clusters Score -7619390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7619399.000000 Penalty: 5444.263184
	Iteration 69Q: 3 clusters Score -7619399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7619392.500000 Penalty: 5444.263184
	Iteration 70Q: 3 clusters Score -7619392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7619391.000000 Penalty: 5444.263184
	Iteration 71Q: 3 clusters Score -7619391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7619395.000000 Penalty: 5444.263184
	Iteration 72Q: 3 clusters Score -7619395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7619394.000000 Penalty: 5444.263184
	Iteration 73Q: 3 clusters Score -7619394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7619402.500000 Penalty: 5444.263184
	Iteration 74Q: 3 clusters Score -7619402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7619408.000000 Penalty: 5444.263184
	Iteration 75Q: 3 clusters Score -7619408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7619407.000000 Penalty: 5444.263184
	Iteration 76Q: 3 clusters Score -7619407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7619406.500000 Penalty: 5444.263184
	Iteration 77Q: 3 clusters Score -7619406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7619416.500000 Penalty: 5444.263184
	Iteration 78Q: 3 clusters Score -7619416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7619416.500000 Penalty: 5444.263184
	Iteration 79F: 3 clusters Score -7619416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Entering Unmasked Estep 
Score: -4026404.000000 Penalty: 2563.694092
	Iteration 0F: 2 clusters Score -4026404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4005206.750000 Penalty: 5127.388184
	Iteration 0F: 3 clusters Score -4005207 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4012928.500000 Penalty: 5127.388184
	Iteration 1F: 3 clusters Score -4012928 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4013592.500000 Penalty: 5127.388184
	Iteration 2F: 3 clusters Score -4013592 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4014289.250000 Penalty: 5127.388184
	Iteration 3Q: 3 clusters Score -4014289 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4014994.000000 Penalty: 5127.388184
	Iteration 4Q: 3 clusters Score -4014994 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4015827.750000 Penalty: 5127.388184
	Iteration 5Q: 3 clusters Score -4015828 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4016919.500000 Penalty: 5127.388184
	Iteration 6F: 3 clusters Score -4016920 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4018279.000000 Penalty: 5127.388184
	Iteration 7F: 3 clusters Score -4018279 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4019901.500000 Penalty: 5127.388184
	Iteration 8F: 3 clusters Score -4019902 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4021271.250000 Penalty: 5127.388184
	Iteration 9F: 3 clusters Score -4021271 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4021960.250000 Penalty: 5127.388184
	Iteration 10Q: 3 clusters Score -4021960 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4022229.250000 Penalty: 5127.388184
	Iteration 11Q: 3 clusters Score -4022229 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -4022401.250000 Penalty: 5127.388184
	Iteration 12Q: 3 clusters Score -4022401 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4022501.250000 Penalty: 5127.388184
	Iteration 13Q: 3 clusters Score -4022501 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4022586.000000 Penalty: 5127.388184
	Iteration 14Q: 3 clusters Score -4022586 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4022668.500000 Penalty: 5127.388184
	Iteration 15Q: 3 clusters Score -4022668 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4022747.250000 Penalty: 5127.388184
	Iteration 16Q: 3 clusters Score -4022747 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4022807.250000 Penalty: 5127.388184
	Iteration 17Q: 3 clusters Score -4022807 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4022912.000000 Penalty: 5127.388184
	Iteration 18Q: 3 clusters Score -4022912 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4023006.000000 Penalty: 5127.388184
	Iteration 19Q: 3 clusters Score -4023006 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4023086.000000 Penalty: 5127.388184
	Iteration 20F: 3 clusters Score -4023086 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4023163.250000 Penalty: 5127.388184
	Iteration 21Q: 3 clusters Score -4023163 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4023226.750000 Penalty: 5127.388184
	Iteration 22Q: 3 clusters Score -4023227 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4023316.250000 Penalty: 5127.388184
	Iteration 23Q: 3 clusters Score -4023316 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4023382.000000 Penalty: 5127.388184
	Iteration 24Q: 3 clusters Score -4023382 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4023474.250000 Penalty: 5127.388184
	Iteration 25Q: 3 clusters Score -4023474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4023551.250000 Penalty: 5127.388184
	Iteration 26Q: 3 clusters Score -4023551 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4023649.500000 Penalty: 5127.388184
	Iteration 27Q: 3 clusters Score -4023650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4023721.750000 Penalty: 5127.388184
	Iteration 28Q: 3 clusters Score -4023722 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4023778.000000 Penalty: 5127.388184
	Iteration 29Q: 3 clusters Score -4023778 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4023854.000000 Penalty: 5127.388184
	Iteration 30Q: 3 clusters Score -4023854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4023896.000000 Penalty: 5127.388184
	Iteration 31Q: 3 clusters Score -4023896 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4023942.000000 Penalty: 5127.388184
	Iteration 32Q: 3 clusters Score -4023942 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4023991.250000 Penalty: 5127.388184
	Iteration 33Q: 3 clusters Score -4023991 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4024017.000000 Penalty: 5127.388184
	Iteration 34Q: 3 clusters Score -4024017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4024062.500000 Penalty: 5127.388184
	Iteration 35Q: 3 clusters Score -4024062 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4024124.000000 Penalty: 5127.388184
	Iteration 36Q: 3 clusters Score -4024124 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4024175.500000 Penalty: 5127.388184
	Iteration 37Q: 3 clusters Score -4024176 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4024205.250000 Penalty: 5127.388184
	Iteration 38Q: 3 clusters Score -4024205 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4024250.500000 Penalty: 5127.388184
	Iteration 39Q: 3 clusters Score -4024250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4024271.500000 Penalty: 5127.388184
	Iteration 40F: 3 clusters Score -4024272 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4024301.500000 Penalty: 5127.388184
	Iteration 41Q: 3 clusters Score -4024302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4024318.500000 Penalty: 5127.388184
	Iteration 42Q: 3 clusters Score -4024318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4024332.000000 Penalty: 5127.388184
	Iteration 43Q: 3 clusters Score -4024332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4024358.750000 Penalty: 5127.388184
	Iteration 44Q: 3 clusters Score -4024359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4024375.750000 Penalty: 5127.388184
	Iteration 45Q: 3 clusters Score -4024376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4024389.500000 Penalty: 5127.388184
	Iteration 46Q: 3 clusters Score -4024390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4024402.000000 Penalty: 5127.388184
	Iteration 47Q: 3 clusters Score -4024402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4024420.000000 Penalty: 5127.388184
	Iteration 48Q: 3 clusters Score -4024420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4024426.750000 Penalty: 5127.388184
	Iteration 49Q: 3 clusters Score -4024427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4024426.750000 Penalty: 5127.388184
	Iteration 50Q: 3 clusters Score -4024427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4024435.500000 Penalty: 5127.388184
	Iteration 51Q: 3 clusters Score -4024436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4024439.750000 Penalty: 5127.388184
	Iteration 52Q: 3 clusters Score -4024440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4024437.250000 Penalty: 5127.388184
	Iteration 53Q: 3 clusters Score -4024437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4024436.250000 Penalty: 5127.388184
	Iteration 54Q: 3 clusters Score -4024436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4024442.000000 Penalty: 5127.388184
	Iteration 55Q: 3 clusters Score -4024442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4024447.000000 Penalty: 5127.388184
	Iteration 56Q: 3 clusters Score -4024447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4024447.500000 Penalty: 5127.388184
	Iteration 57Q: 3 clusters Score -4024448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4024451.250000 Penalty: 5127.388184
	Iteration 58Q: 3 clusters Score -4024451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4024461.500000 Penalty: 5127.388184
	Iteration 59Q: 3 clusters Score -4024462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4024460.750000 Penalty: 5127.388184
	Iteration 60F: 3 clusters Score -4024461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4024460.250000 Penalty: 5127.388184
	Iteration 61Q: 3 clusters Score -4024460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4024463.500000 Penalty: 5127.388184
	Iteration 62Q: 3 clusters Score -4024464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4024472.500000 Penalty: 5127.388184
	Iteration 63Q: 3 clusters Score -4024472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4024467.500000 Penalty: 5127.388184
	Iteration 64Q: 3 clusters Score -4024468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4024465.000000 Penalty: 5127.388184
	Iteration 65Q: 3 clusters Score -4024465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4024464.500000 Penalty: 5127.388184
	Iteration 66Q: 3 clusters Score -4024464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4024465.500000 Penalty: 5127.388184
	Iteration 67Q: 3 clusters Score -4024466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4024464.750000 Penalty: 5127.388184
	Iteration 68Q: 3 clusters Score -4024465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4024465.000000 Penalty: 5127.388184
	Iteration 69Q: 3 clusters Score -4024465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4024466.000000 Penalty: 5127.388184
	Iteration 70Q: 3 clusters Score -4024466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4024467.500000 Penalty: 5127.388184
	Iteration 71Q: 3 clusters Score -4024468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4024465.750000 Penalty: 5127.388184
	Iteration 72Q: 3 clusters Score -4024466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4024467.000000 Penalty: 5127.388184
	Iteration 73Q: 3 clusters Score -4024467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4024466.750000 Penalty: 5127.388184
	Iteration 74Q: 3 clusters Score -4024467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4024463.250000 Penalty: 5127.388184
	Iteration 75Q: 3 clusters Score -4024463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4024462.750000 Penalty: 5127.388184
	Iteration 76Q: 3 clusters Score -4024463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4024463.500000 Penalty: 5127.388184
	Iteration 77Q: 3 clusters Score -4024464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4024468.250000 Penalty: 5127.388184
	Iteration 78Q: 3 clusters Score -4024468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4024472.250000 Penalty: 5127.388184
	Iteration 79Q: 3 clusters Score -4024472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4024471.500000 Penalty: 5127.388184
	Iteration 80F: 3 clusters Score -4024472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4024466.750000 Penalty: 5127.388184
	Iteration 81Q: 3 clusters Score -4024467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4024465.000000 Penalty: 5127.388184
	Iteration 82Q: 3 clusters Score -4024465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4024470.000000 Penalty: 5127.388184
	Iteration 83Q: 3 clusters Score -4024470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4024470.000000 Penalty: 5127.388184
	Iteration 84Q: 3 clusters Score -4024470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4024466.500000 Penalty: 5127.388184
	Iteration 85Q: 3 clusters Score -4024466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4024469.000000 Penalty: 5127.388184
	Iteration 86Q: 3 clusters Score -4024469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4024474.250000 Penalty: 5127.388184
	Iteration 87Q: 3 clusters Score -4024474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4024481.000000 Penalty: 5127.388184
	Iteration 88Q: 3 clusters Score -4024481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4024481.000000 Penalty: 5127.388184
	Iteration 89Q: 3 clusters Score -4024481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4024487.750000 Penalty: 5127.388184
	Iteration 90Q: 3 clusters Score -4024488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4024483.500000 Penalty: 5127.388184
	Iteration 91Q: 3 clusters Score -4024484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4024484.000000 Penalty: 5127.388184
	Iteration 92Q: 3 clusters Score -4024484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4024489.250000 Penalty: 5127.388184
	Iteration 93Q: 3 clusters Score -4024489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4024490.250000 Penalty: 5127.388184
	Iteration 94Q: 3 clusters Score -4024490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4024494.750000 Penalty: 5127.388184
	Iteration 95Q: 3 clusters Score -4024495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4024499.000000 Penalty: 5127.388184
	Iteration 96Q: 3 clusters Score -4024499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4024500.250000 Penalty: 5127.388184
	Iteration 97Q: 3 clusters Score -4024500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4024500.000000 Penalty: 5127.388184
	Iteration 98Q: 3 clusters Score -4024500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4024505.750000 Penalty: 5127.388184
	Iteration 99Q: 3 clusters Score -4024506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4024501.750000 Penalty: 5127.388184
	Iteration 100F: 3 clusters Score -4024502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4024502.500000 Penalty: 5127.388184
	Iteration 101Q: 3 clusters Score -4024502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4024503.750000 Penalty: 5127.388184
	Iteration 102Q: 3 clusters Score -4024504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4024503.750000 Penalty: 5127.388184
	Iteration 103F: 3 clusters Score -4024504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Entering Unmasked Estep 
Score: -1686197.000000 Penalty: 2361.548584
	Iteration 0F: 2 clusters Score -1686197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1676182.250000 Penalty: 4723.097168
	Iteration 0F: 3 clusters Score -1676182 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1679332.750000 Penalty: 4723.097168
	Iteration 1F: 3 clusters Score -1679333 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1679717.250000 Penalty: 4723.097168
	Iteration 2F: 3 clusters Score -1679717 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1679994.250000 Penalty: 4723.097168
	Iteration 3Q: 3 clusters Score -1679994 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1680228.750000 Penalty: 4723.097168
	Iteration 4Q: 3 clusters Score -1680229 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1680411.625000 Penalty: 4723.097168
	Iteration 5Q: 3 clusters Score -1680412 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1680611.625000 Penalty: 4723.097168
	Iteration 6Q: 3 clusters Score -1680612 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1680883.125000 Penalty: 4723.097168
	Iteration 7Q: 3 clusters Score -1680883 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1681249.375000 Penalty: 4723.097168
	Iteration 8Q: 3 clusters Score -1681249 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1681707.375000 Penalty: 4723.097168
	Iteration 9Q: 3 clusters Score -1681707 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1682271.875000 Penalty: 4723.097168
	Iteration 10Q: 3 clusters Score -1682272 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1682883.250000 Penalty: 4723.097168
	Iteration 11Q: 3 clusters Score -1682883 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1683484.250000 Penalty: 4723.097168
	Iteration 12Q: 3 clusters Score -1683484 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1684006.500000 Penalty: 4723.097168
	Iteration 13Q: 3 clusters Score -1684006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1684441.500000 Penalty: 4723.097168
	Iteration 14Q: 3 clusters Score -1684442 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1684703.375000 Penalty: 4723.097168
	Iteration 15Q: 3 clusters Score -1684703 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1684857.250000 Penalty: 4723.097168
	Iteration 16Q: 3 clusters Score -1684857 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1684960.250000 Penalty: 4723.097168
	Iteration 17Q: 3 clusters Score -1684960 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1685040.000000 Penalty: 4723.097168
	Iteration 18Q: 3 clusters Score -1685040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1685108.875000 Penalty: 4723.097168
	Iteration 19Q: 3 clusters Score -1685109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1685168.125000 Penalty: 4723.097168
	Iteration 20F: 3 clusters Score -1685168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1685248.125000 Penalty: 4723.097168
	Iteration 21Q: 3 clusters Score -1685248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1685320.125000 Penalty: 4723.097168
	Iteration 22Q: 3 clusters Score -1685320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1685387.500000 Penalty: 4723.097168
	Iteration 23Q: 3 clusters Score -1685388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1685445.375000 Penalty: 4723.097168
	Iteration 24Q: 3 clusters Score -1685445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1685476.125000 Penalty: 4723.097168
	Iteration 25Q: 3 clusters Score -1685476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1685511.250000 Penalty: 4723.097168
	Iteration 26Q: 3 clusters Score -1685511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1685531.750000 Penalty: 4723.097168
	Iteration 27Q: 3 clusters Score -1685532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1685548.000000 Penalty: 4723.097168
	Iteration 28Q: 3 clusters Score -1685548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1685557.750000 Penalty: 4723.097168
	Iteration 29Q: 3 clusters Score -1685558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1685559.000000 Penalty: 4723.097168
	Iteration 30Q: 3 clusters Score -1685559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1685566.500000 Penalty: 4723.097168
	Iteration 31Q: 3 clusters Score -1685566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1685571.375000 Penalty: 4723.097168
	Iteration 32Q: 3 clusters Score -1685571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1685578.250000 Penalty: 4723.097168
	Iteration 33Q: 3 clusters Score -1685578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1685580.750000 Penalty: 4723.097168
	Iteration 34Q: 3 clusters Score -1685581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1685584.000000 Penalty: 4723.097168
	Iteration 35Q: 3 clusters Score -1685584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1685583.500000 Penalty: 4723.097168
	Iteration 36Q: 3 clusters Score -1685584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1685582.875000 Penalty: 4723.097168
	Iteration 37Q: 3 clusters Score -1685583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1685584.875000 Penalty: 4723.097168
	Iteration 38Q: 3 clusters Score -1685585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1685586.250000 Penalty: 4723.097168
	Iteration 39Q: 3 clusters Score -1685586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1685586.625000 Penalty: 4723.097168
	Iteration 40F: 3 clusters Score -1685587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1685585.750000 Penalty: 4723.097168
	Iteration 41Q: 3 clusters Score -1685586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1685587.125000 Penalty: 4723.097168
	Iteration 42Q: 3 clusters Score -1685587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1685588.500000 Penalty: 4723.097168
	Iteration 43Q: 3 clusters Score -1685588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1685586.750000 Penalty: 4723.097168
	Iteration 44Q: 3 clusters Score -1685587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1685587.250000 Penalty: 4723.097168
	Iteration 45Q: 3 clusters Score -1685587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1685587.125000 Penalty: 4723.097168
	Iteration 46Q: 3 clusters Score -1685587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1685586.625000 Penalty: 4723.097168
	Iteration 47Q: 3 clusters Score -1685587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1685587.500000 Penalty: 4723.097168
	Iteration 48Q: 3 clusters Score -1685588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1685589.250000 Penalty: 4723.097168
	Iteration 49Q: 3 clusters Score -1685589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1685590.750000 Penalty: 4723.097168
	Iteration 50Q: 3 clusters Score -1685591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1685591.500000 Penalty: 4723.097168
	Iteration 51Q: 3 clusters Score -1685592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1685591.125000 Penalty: 4723.097168
	Iteration 52Q: 3 clusters Score -1685591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1685592.375000 Penalty: 4723.097168
	Iteration 53Q: 3 clusters Score -1685592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1685589.500000 Penalty: 4723.097168
	Iteration 54Q: 3 clusters Score -1685590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1685587.375000 Penalty: 4723.097168
	Iteration 55Q: 3 clusters Score -1685587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1685588.625000 Penalty: 4723.097168
	Iteration 56Q: 3 clusters Score -1685589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1685588.750000 Penalty: 4723.097168
	Iteration 57Q: 3 clusters Score -1685589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1685590.500000 Penalty: 4723.097168
	Iteration 58Q: 3 clusters Score -1685590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1685587.500000 Penalty: 4723.097168
	Iteration 59Q: 3 clusters Score -1685588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1685591.000000 Penalty: 4723.097168
	Iteration 60F: 3 clusters Score -1685591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Entering Unmasked Estep 
Score: -4325721.000000 Penalty: 2582.225830
	Iteration 0F: 2 clusters Score -4325721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4303084.000000 Penalty: 5164.451660
	Iteration 0F: 3 clusters Score -4303084 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4311478.500000 Penalty: 5164.451660
	Iteration 1F: 3 clusters Score -4311478 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4311964.000000 Penalty: 5164.451660
	Iteration 2Q: 3 clusters Score -4311964 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4312396.000000 Penalty: 5164.451660
	Iteration 3Q: 3 clusters Score -4312396 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4312782.500000 Penalty: 5164.451660
	Iteration 4Q: 3 clusters Score -4312782 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4313278.000000 Penalty: 5164.451660
	Iteration 5Q: 3 clusters Score -4313278 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4313937.500000 Penalty: 5164.451660
	Iteration 6Q: 3 clusters Score -4313938 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4314829.000000 Penalty: 5164.451660
	Iteration 7Q: 3 clusters Score -4314829 nChanged 1506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4315786.500000 Penalty: 5164.451660
	Iteration 8Q: 3 clusters Score -4315786 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4316895 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4317957 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4318878 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4319641.500000 Penalty: 5164.451660
	Iteration 12Q: 3 clusters Score -4319642 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4320107.500000 Penalty: 5164.451660
	Iteration 13Q: 3 clusters Score -4320108 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4320435.500000 Penalty: 5164.451660
	Iteration 14Q: 3 clusters Score -4320436 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4320668 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4320794.500000 Penalty: 5164.451660
	Iteration 16Q: 3 clusters Score -4320794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4320888 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4320988.500000 Penalty: 5164.451660
	Iteration 18Q: 3 clusters Score -4320988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4321057.500000 Penalty: 5164.451660
	Iteration 19Q: 3 clusters Score -4321058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4321138.500000 Penalty: 5164.451660
	Iteration 20F: 3 clusters Score -4321138 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4321215.500000 Penalty: 5164.451660
	Iteration 21Q: 3 clusters Score -4321216 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4321300.500000 Penalty: 5164.451660
	Iteration 22Q: 3 clusters Score -4321300 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4321374 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4321440.500000 Penalty: 5164.451660
	Iteration 24Q: 3 clusters Score -4321440 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4321501.500000 Penalty: 5164.451660
	Iteration 25Q: 3 clusters Score -4321502 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4321565.500000 Penalty: 5164.451660
	Iteration 26Q: 3 clusters Score -4321566 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4321670.500000 Penalty: 5164.451660
	Iteration 27Q: 3 clusters Score -4321670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4321731.500000 Penalty: 5164.451660
	Iteration 28Q: 3 clusters Score -4321732 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4321821 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4321885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4321942.500000 Penalty: 5164.451660
	Iteration 31Q: 3 clusters Score -4321942 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4322011 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4322065.500000 Penalty: 5164.451660
	Iteration 33Q: 3 clusters Score -4322066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4322150 nChanged 241
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4322213.500000 Penalty: 5164.451660
	Iteration 35Q: 3 clusters Score -4322214 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4322276 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4322328 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4322404 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4322448 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4322492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4322538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4322604 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4322649 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4322686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4322724.500000 Penalty: 5164.451660
	Iteration 45Q: 3 clusters Score -4322724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4322771 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4322807.000000 Penalty: 5164.451660
	Iteration 47Q: 3 clusters Score -4322807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4322858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4322884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4322941.500000 Penalty: 5164.451660
	Iteration 50Q: 3 clusters Score -4322942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4322998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4323047.500000 Penalty: 5164.451660
	Iteration 52Q: 3 clusters Score -4323048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4323120.500000 Penalty: 5164.451660
	Iteration 53Q: 3 clusters Score -4323120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4323173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4323211.500000 Penalty: 5164.451660
	Iteration 55Q: 3 clusters Score -4323212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4323248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4323270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4323302.000000 Penalty: 5164.451660
	Iteration 58Q: 3 clusters Score -4323302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4323328.000000 Penalty: 5164.451660
	Iteration 59Q: 3 clusters Score -4323328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4323361.000000 Penalty: 5164.451660
	Iteration 60F: 3 clusters Score -4323361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4323378.500000 Penalty: 5164.451660
	Iteration 61Q: 3 clusters Score -4323378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4323401.000000 Penalty: 5164.451660
	Iteration 62Q: 3 clusters Score -4323401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4323406.000000 Penalty: 5164.451660
	Iteration 63Q: 3 clusters Score -4323406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4323417.500000 Penalty: 5164.451660
	Iteration 64Q: 3 clusters Score -4323418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4323432.500000 Penalty: 5164.451660
	Iteration 65Q: 3 clusters Score -4323432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4323442.500000 Penalty: 5164.451660
	Iteration 66Q: 3 clusters Score -4323442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4323456.500000 Penalty: 5164.451660
	Iteration 67Q: 3 clusters Score -4323456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4323469.000000 Penalty: 5164.451660
	Iteration 68Q: 3 clusters Score -4323469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4323462.500000 Penalty: 5164.451660
	Iteration 69Q: 3 clusters Score -4323462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -4323463.500000 Penalty: 5164.451660
	Iteration 70Q: 3 clusters Score -4323464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4323464.500000 Penalty: 5164.451660
	Iteration 71Q: 3 clusters Score -4323464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4323479.500000 Penalty: 5164.451660
	Iteration 72Q: 3 clusters Score -4323480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4323481.000000 Penalty: 5164.451660
	Iteration 73Q: 3 clusters Score -4323481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4323491.500000 Penalty: 5164.451660
	Iteration 74Q: 3 clusters Score -4323492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4323494.000000 Penalty: 5164.451660
	Iteration 75Q: 3 clusters Score -4323494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4323497.500000 Penalty: 5164.451660
	Iteration 76Q: 3 clusters Score -4323498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4323503.500000 Penalty: 5164.451660
	Iteration 77Q: 3 clusters Score -4323504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4323502.000000 Penalty: 5164.451660
	Iteration 78Q: 3 clusters Score -4323502 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4323504.500000 Penalty: 5164.451660
	Iteration 79Q: 3 clusters Score -4323504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4323511.000000 Penalty: 5164.451660
	Iteration 80F: 3 clusters Score -4323511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4323509.000000 Penalty: 5164.451660
	Iteration 81Q: 3 clusters Score -4323509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4323506.500000 Penalty: 5164.451660
	Iteration 82Q: 3 clusters Score -4323506 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4323511.500000 Penalty: 5164.451660
	Iteration 83Q: 3 clusters Score -4323512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4323513.500000 Penalty: 5164.451660
	Iteration 84Q: 3 clusters Score -4323514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4323517.000000 Penalty: 5164.451660
	Iteration 85Q: 3 clusters Score -4323517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4323518.000000 Penalty: 5164.451660
	Iteration 86Q: 3 clusters Score -4323518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4323515.000000 Penalty: 5164.451660
	Iteration 87Q: 3 clusters Score -4323515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4323516.000000 Penalty: 5164.451660
	Iteration 88Q: 3 clusters Score -4323516 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4323524.000000 Penalty: 5164.451660
	Iteration 89Q: 3 clusters Score -4323524 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4323520.500000 Penalty: 5164.451660
	Iteration 90Q: 3 clusters Score -4323520 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4323524.500000 Penalty: 5164.451660
	Iteration 91Q: 3 clusters Score -4323524 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4323527.000000 Penalty: 5164.451660
	Iteration 92Q: 3 clusters Score -4323527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4323527.500000 Penalty: 5164.451660
	Iteration 93Q: 3 clusters Score -4323528 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4323524 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4323524.500000 Penalty: 5164.451660
	Iteration 95Q: 3 clusters Score -4323524 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4323523.000000 Penalty: 5164.451660
	Iteration 96Q: 3 clusters Score -4323523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4323527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4323524.000000 Penalty: 5164.451660
	Iteration 98Q: 3 clusters Score -4323524 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -4323531.500000 Penalty: 5164.451660
	Iteration 99Q: 3 clusters Score -4323532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4323544.500000 Penalty: 5164.451660
	Iteration 100F: 3 clusters Score -4323544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4323544.000000 Penalty: 5164.451660
	Iteration 101Q: 3 clusters Score -4323544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4323554.000000 Penalty: 5164.451660
	Iteration 102Q: 3 clusters Score -4323554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4323553.500000 Penalty: 5164.451660
	Iteration 103Q: 3 clusters Score -4323554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4323559.500000 Penalty: 5164.451660
	Iteration 104Q: 3 clusters Score -4323560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4323560.500000 Penalty: 5164.451660
	Iteration 105Q: 3 clusters Score -4323560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4323566.500000 Penalty: 5164.451660
	Iteration 106Q: 3 clusters Score -4323566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4323561.000000 Penalty: 5164.451660
	Iteration 107Q: 3 clusters Score -4323561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4323561.000000 Penalty: 5164.451660
	Iteration 108Q: 3 clusters Score -4323561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4323561.000000 Penalty: 5164.451660
	Iteration 109F: 3 clusters Score -4323561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 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 375 members 
Entering Unmasked Estep 
Score: -84063.289062 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84063.29 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84393.453125 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84393.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84592.726562 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84592.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84778.578125 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -84778.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85032.078125 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -85032.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85227.414062 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85227.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -85426.320312 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -85426.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85746.789062 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -85746.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86072.406250 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86072.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86307.171875 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86307.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86461.390625 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86461.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86658.156250 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86658.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86928.484375 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86928.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86938.039062 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -86938.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86992.898438 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -86992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86998.031250 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -86998.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86998.031250 Penalty: 3297.896240
	Iteration 16F: 3 clusters Score -86998.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173614 members 
Mstep: Class 3 contains 170359 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174655 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 186509 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58474 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33263 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 381 members 
Entering Unmasked Estep 
Score: -166435872.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166436640.000000 to -166435872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173614 members 
Mstep: Class 3 contains 170359 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174655 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 186509 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 58474 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33263 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436544.000000 Penalty: 73383.539062
Iteration 319Q: 22 clusters Score -1.664365e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173659 members 
Mstep: Class 3 contains 170369 members 
Mstep: Class 4 contains 167920 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69211 members 
Mstep: Class 8 contains 26111 members 
Mstep: Class 9 contains 174200 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174625 members 
Mstep: Class 13 contains 19879 members 
Mstep: Class 14 contains 186497 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 58470 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33262 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436528.000000 Penalty: 73383.539062
Iteration 320F: 22 clusters Score -1.664365e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173682 members 
Mstep: Class 3 contains 170374 members 
Mstep: Class 4 contains 167901 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26114 members 
Mstep: Class 9 contains 174203 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174617 members 
Mstep: Class 13 contains 19883 members 
Mstep: Class 14 contains 186485 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 58468 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33269 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436528.000000 Penalty: 73383.539062
Iteration 321Q: 22 clusters Score -1.664365e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173687 members 
Mstep: Class 3 contains 170381 members 
Mstep: Class 4 contains 167887 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26115 members 
Mstep: Class 9 contains 174204 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174616 members 
Mstep: Class 13 contains 19885 members 
Mstep: Class 14 contains 186478 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 58461 members 
Mstep: Class 18 contains 30869 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33277 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436592.000000 Penalty: 73383.539062
Iteration 322Q: 22 clusters Score -1.664366e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173693 members 
Mstep: Class 3 contains 170387 members 
Mstep: Class 4 contains 167892 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26119 members 
Mstep: Class 9 contains 174206 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174609 members 
Mstep: Class 13 contains 19887 members 
Mstep: Class 14 contains 186464 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33284 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436672.000000 Penalty: 73383.539062
Iteration 323Q: 22 clusters Score -1.664367e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173684 members 
Mstep: Class 3 contains 170403 members 
Mstep: Class 4 contains 167894 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69196 members 
Mstep: Class 8 contains 26122 members 
Mstep: Class 9 contains 174205 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 174612 members 
Mstep: Class 13 contains 19889 members 
Mstep: Class 14 contains 186469 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8296 members 
Mstep: Class 17 contains 58445 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33284 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436608.000000 Penalty: 73383.539062
Iteration 324Q: 22 clusters Score -1.664366e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173688 members 
Mstep: Class 3 contains 170417 members 
Mstep: Class 4 contains 167889 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26125 members 
Mstep: Class 9 contains 174200 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174609 members 
Mstep: Class 13 contains 19892 members 
Mstep: Class 14 contains 186482 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 58429 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33288 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436704.000000 Penalty: 73383.539062
Iteration 325Q: 22 clusters Score -1.664367e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173686 members 
Mstep: Class 3 contains 170422 members 
Mstep: Class 4 contains 167877 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26121 members 
Mstep: Class 9 contains 174200 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174620 members 
Mstep: Class 13 contains 19896 members 
Mstep: Class 14 contains 186490 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 58419 members 
Mstep: Class 18 contains 30862 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33293 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436560.000000 Penalty: 73383.539062
Iteration 326Q: 22 clusters Score -1.664366e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173693 members 
Mstep: Class 3 contains 170428 members 
Mstep: Class 4 contains 167848 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26118 members 
Mstep: Class 9 contains 174226 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174637 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 186485 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 58409 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33298 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436528.000000 Penalty: 73383.539062
Iteration 327Q: 22 clusters Score -1.664365e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173706 members 
Mstep: Class 3 contains 170433 members 
Mstep: Class 4 contains 167841 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26113 members 
Mstep: Class 9 contains 174238 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174641 members 
Mstep: Class 13 contains 19896 members 
Mstep: Class 14 contains 186474 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 8293 members 
Mstep: Class 17 contains 58398 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33307 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436544.000000 Penalty: 73383.539062
Iteration 328Q: 22 clusters Score -1.664365e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173719 members 
Mstep: Class 3 contains 170440 members 
Mstep: Class 4 contains 167839 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174248 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174623 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 186471 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8292 members 
Mstep: Class 17 contains 58384 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33320 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436576.000000 Penalty: 73383.539062
Iteration 329Q: 22 clusters Score -1.664366e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173723 members 
Mstep: Class 3 contains 170454 members 
Mstep: Class 4 contains 167818 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 26107 members 
Mstep: Class 9 contains 174259 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174617 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 186475 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8291 members 
Mstep: Class 17 contains 58372 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33330 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436592.000000 Penalty: 73383.539062
Iteration 330Q: 22 clusters Score -1.664366e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173739 members 
Mstep: Class 3 contains 170468 members 
Mstep: Class 4 contains 167812 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 26104 members 
Mstep: Class 9 contains 174260 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174592 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 186479 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 58366 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33339 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436736.000000 Penalty: 73383.539062
Iteration 331Q: 22 clusters Score -1.664367e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173748 members 
Mstep: Class 3 contains 170477 members 
Mstep: Class 4 contains 167803 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26104 members 
Mstep: Class 9 contains 174260 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174578 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 186484 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 58359 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33348 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436688.000000 Penalty: 73383.539062
Iteration 332Q: 22 clusters Score -1.664367e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173752 members 
Mstep: Class 3 contains 170469 members 
Mstep: Class 4 contains 167801 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26105 members 
Mstep: Class 9 contains 174280 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174557 members 
Mstep: Class 13 contains 19901 members 
Mstep: Class 14 contains 186476 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8285 members 
Mstep: Class 17 contains 58356 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33365 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436704.000000 Penalty: 73383.539062
Iteration 333Q: 22 clusters Score -1.664367e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173765 members 
Mstep: Class 3 contains 170476 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 174278 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174534 members 
Mstep: Class 13 contains 19904 members 
Mstep: Class 14 contains 186473 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 58344 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33380 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436608.000000 Penalty: 73383.539062
Iteration 334Q: 22 clusters Score -1.664366e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173777 members 
Mstep: Class 3 contains 170476 members 
Mstep: Class 4 contains 167789 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26107 members 
Mstep: Class 9 contains 174281 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174522 members 
Mstep: Class 13 contains 19908 members 
Mstep: Class 14 contains 186465 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 17 contains 58330 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33394 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436704.000000 Penalty: 73383.539062
Iteration 335Q: 22 clusters Score -1.664367e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173762 members 
Mstep: Class 3 contains 170465 members 
Mstep: Class 4 contains 167798 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26105 members 
Mstep: Class 9 contains 174317 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174494 members 
Mstep: Class 13 contains 19914 members 
Mstep: Class 14 contains 186466 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436752.000000 Penalty: 73383.539062
Iteration 336Q: 22 clusters Score -1.664368e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173749 members 
Mstep: Class 3 contains 170458 members 
Mstep: Class 4 contains 167803 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26104 members 
Mstep: Class 9 contains 174352 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174469 members 
Mstep: Class 13 contains 19917 members 
Mstep: Class 14 contains 186476 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58309 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33414 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436672.000000 Penalty: 73383.539062
Iteration 337Q: 22 clusters Score -1.664367e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173732 members 
Mstep: Class 3 contains 170462 members 
Mstep: Class 4 contains 167822 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 174379 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174440 members 
Mstep: Class 13 contains 19919 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33423 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436672.000000 Penalty: 73383.539062
Iteration 338Q: 22 clusters Score -1.664367e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 170463 members 
Mstep: Class 4 contains 167826 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26107 members 
Mstep: Class 9 contains 174393 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174411 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33432 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436640.000000 Penalty: 73383.539062
Iteration 339Q: 22 clusters Score -1.664366e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173729 members 
Mstep: Class 3 contains 170466 members 
Mstep: Class 4 contains 167836 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26108 members 
Mstep: Class 9 contains 174399 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174395 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 186465 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33444 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436720.000000 Penalty: 73383.539062
Iteration 340F: 22 clusters Score -1.664367e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173720 members 
Mstep: Class 3 contains 170474 members 
Mstep: Class 4 contains 167845 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174405 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174374 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 186467 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33450 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436768.000000 Penalty: 73383.539062
Iteration 341Q: 22 clusters Score -1.664368e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173716 members 
Mstep: Class 3 contains 170494 members 
Mstep: Class 4 contains 167845 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 26110 members 
Mstep: Class 9 contains 174395 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174364 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 186468 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33459 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436720.000000 Penalty: 73383.539062
Iteration 342Q: 22 clusters Score -1.664367e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173717 members 
Mstep: Class 3 contains 170509 members 
Mstep: Class 4 contains 167846 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26109 members 
Mstep: Class 9 contains 174392 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174356 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 186461 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33465 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436688.000000 Penalty: 73383.539062
Iteration 343Q: 22 clusters Score -1.664367e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173703 members 
Mstep: Class 3 contains 170520 members 
Mstep: Class 4 contains 167852 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26112 members 
Mstep: Class 9 contains 174386 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174346 members 
Mstep: Class 13 contains 19922 members 
Mstep: Class 14 contains 186461 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33473 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436656.000000 Penalty: 73383.539062
Iteration 344Q: 22 clusters Score -1.664367e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173683 members 
Mstep: Class 3 contains 170524 members 
Mstep: Class 4 contains 167859 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69183 members 
Mstep: Class 8 contains 26114 members 
Mstep: Class 9 contains 174391 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174337 members 
Mstep: Class 13 contains 19923 members 
Mstep: Class 14 contains 186456 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33485 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436768.000000 Penalty: 73383.539062
Iteration 345Q: 22 clusters Score -1.664368e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173684 members 
Mstep: Class 3 contains 170530 members 
Mstep: Class 4 contains 167851 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26112 members 
Mstep: Class 9 contains 174383 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174334 members 
Mstep: Class 13 contains 19926 members 
Mstep: Class 14 contains 186459 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33489 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436896.000000 Penalty: 73383.539062
Iteration 346Q: 22 clusters Score -1.664369e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173689 members 
Mstep: Class 3 contains 170533 members 
Mstep: Class 4 contains 167853 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69183 members 
Mstep: Class 8 contains 26109 members 
Mstep: Class 9 contains 174385 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174324 members 
Mstep: Class 13 contains 19931 members 
Mstep: Class 14 contains 186455 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33496 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 73383.539062
Iteration 347Q: 22 clusters Score -1.664369e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173677 members 
Mstep: Class 3 contains 170539 members 
Mstep: Class 4 contains 167849 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 26109 members 
Mstep: Class 9 contains 174384 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174323 members 
Mstep: Class 13 contains 19936 members 
Mstep: Class 14 contains 186459 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30844 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33505 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436960.000000 Penalty: 73383.539062
Iteration 348Q: 22 clusters Score -1.66437e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173671 members 
Mstep: Class 3 contains 170550 members 
Mstep: Class 4 contains 167847 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26113 members 
Mstep: Class 9 contains 174362 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174314 members 
Mstep: Class 13 contains 19938 members 
Mstep: Class 14 contains 186467 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33519 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436896.000000 Penalty: 73383.539062
Iteration 349Q: 22 clusters Score -1.664369e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173678 members 
Mstep: Class 3 contains 170561 members 
Mstep: Class 4 contains 167848 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26115 members 
Mstep: Class 9 contains 174343 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174302 members 
Mstep: Class 13 contains 19942 members 
Mstep: Class 14 contains 186465 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33528 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436976.000000 Penalty: 73383.539062
Iteration 350Q: 22 clusters Score -1.66437e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173683 members 
Mstep: Class 3 contains 170576 members 
Mstep: Class 4 contains 167847 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174321 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 174290 members 
Mstep: Class 13 contains 19943 members 
Mstep: Class 14 contains 186466 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33539 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 73383.539062
Iteration 351Q: 22 clusters Score -1.664371e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173693 members 
Mstep: Class 3 contains 170582 members 
Mstep: Class 4 contains 167842 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26116 members 
Mstep: Class 9 contains 174313 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174279 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 186465 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33549 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 73383.539062
Iteration 352Q: 22 clusters Score -1.664371e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173694 members 
Mstep: Class 3 contains 170587 members 
Mstep: Class 4 contains 167842 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174312 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174258 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 186471 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33556 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437152.000000 Penalty: 73383.539062
Iteration 353Q: 22 clusters Score -1.664372e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173688 members 
Mstep: Class 3 contains 170596 members 
Mstep: Class 4 contains 167835 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174308 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174248 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 186490 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33559 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437184.000000 Penalty: 73383.539062
Iteration 354Q: 22 clusters Score -1.664372e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173681 members 
Mstep: Class 3 contains 170601 members 
Mstep: Class 4 contains 167831 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174305 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174252 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 186491 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33566 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437136.000000 Penalty: 73383.539062
Iteration 355Q: 22 clusters Score -1.664371e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173668 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167827 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 26118 members 
Mstep: Class 9 contains 174310 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174263 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186476 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33571 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437136.000000 Penalty: 73383.539062
Iteration 356Q: 22 clusters Score -1.664371e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173658 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167824 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 26116 members 
Mstep: Class 9 contains 174305 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174269 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33581 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437104.000000 Penalty: 73383.539062
Iteration 357Q: 22 clusters Score -1.664371e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173655 members 
Mstep: Class 3 contains 170617 members 
Mstep: Class 4 contains 167821 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174300 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174270 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186473 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33584 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437056.000000 Penalty: 73383.539062
Iteration 358Q: 22 clusters Score -1.664371e+08 nChanged 127
Entering ConstructFrom: 
Score: -166437056.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113811.625000 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113811.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114242.656250 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114242.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114467.507812 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114467.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114684.734375 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114684.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114881.078125 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -114881.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114960.968750 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -114961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115000.695312 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -115000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115028.359375 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115068.382812 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115068.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115155.679688 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115155.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115305.281250 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115305.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115466.070312 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115580.671875 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -115580.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -115642.000000 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -115642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115670.031250 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -115670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115695.875000 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -115695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115711.304688 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -115711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115736.476562 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -115736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115752.468750 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -115752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115763.390625 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -115763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115784.656250 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -115784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115868.851562 Penalty: 3464.878418
	Iteration 21Q: 3 clusters Score -115868.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -115972.140625 Penalty: 3464.878418
	Iteration 22Q: 3 clusters Score -115972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116015.367188 Penalty: 3464.878418
	Iteration 23Q: 3 clusters Score -116015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -116039.125000 Penalty: 3464.878418
	Iteration 24Q: 3 clusters Score -116039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -116067.125000 Penalty: 3464.878418
	Iteration 25Q: 3 clusters Score -116067.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116134.851562 Penalty: 3464.878418
	Iteration 26Q: 3 clusters Score -116134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -116188.835938 Penalty: 3464.878418
	Iteration 27Q: 3 clusters Score -116188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116199.367188 Penalty: 3464.878418
	Iteration 28Q: 3 clusters Score -116199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116199.367188 Penalty: 3464.878418
	Iteration 29F: 3 clusters Score -116199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 173649 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167817 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174290 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174273 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33587 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 662 members 
Entering Unmasked Estep 
Score: -166435744.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166437056.000000 to -166435744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173649 members 
Entering Unmasked Estep 
Score: -22522200.000000 Penalty: 2992.068359
	Iteration 0F: 2 clusters Score -2.25222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -22408910.000000 Penalty: 5984.136719
	Iteration 0F: 3 clusters Score -2.240891e+07 nChanged 83510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -22457582.000000 Penalty: 5984.136719
	Iteration 1F: 3 clusters Score -2.245758e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -22458728.000000 Penalty: 5984.136719
	Iteration 2Q: 3 clusters Score -2.245873e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -22460034.000000 Penalty: 5984.136719
	Iteration 3Q: 3 clusters Score -2.246003e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -22462160.000000 Penalty: 5984.136719
	Iteration 4Q: 3 clusters Score -2.246216e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -22465466.000000 Penalty: 5984.136719
	Iteration 5Q: 3 clusters Score -2.246547e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -22471020.000000 Penalty: 5984.136719
	Iteration 6F: 3 clusters Score -2.247102e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -22479030.000000 Penalty: 5984.136719
	Iteration 7F: 3 clusters Score -2.247903e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -22488870.000000 Penalty: 5984.136719
	Iteration 8F: 3 clusters Score -2.248887e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -22498738.000000 Penalty: 5984.136719
	Iteration 9F: 3 clusters Score -2.249874e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -22506320.000000 Penalty: 5984.136719
	Iteration 10F: 3 clusters Score -2.250632e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -22511618.000000 Penalty: 5984.136719
	Iteration 11Q: 3 clusters Score -2.251162e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -22515150.000000 Penalty: 5984.136719
	Iteration 12Q: 3 clusters Score -2.251515e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -22517262.000000 Penalty: 5984.136719
	Iteration 13Q: 3 clusters Score -2.251726e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -22518268.000000 Penalty: 5984.136719
	Iteration 14Q: 3 clusters Score -2.251827e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -22518826.000000 Penalty: 5984.136719
	Iteration 15Q: 3 clusters Score -2.251883e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -22519224.000000 Penalty: 5984.136719
	Iteration 16Q: 3 clusters Score -2.251922e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -22519420.000000 Penalty: 5984.136719
	Iteration 17Q: 3 clusters Score -2.251942e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 172822 members 
Entering Unmasked Estep 
Score: -22519510.000000 Penalty: 5984.136719
	Iteration 18Q: 3 clusters Score -2.251951e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 172953 members 
Entering Unmasked Estep 
Score: -22519570.000000 Penalty: 5984.136719
	Iteration 19Q: 3 clusters Score -2.251957e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -22519624.000000 Penalty: 5984.136719
	Iteration 20F: 3 clusters Score -2.251962e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -22519698.000000 Penalty: 5984.136719
	Iteration 21Q: 3 clusters Score -2.25197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 173127 members 
Entering Unmasked Estep 
Score: -22519716.000000 Penalty: 5984.136719
	Iteration 22Q: 3 clusters Score -2.251972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -22519746.000000 Penalty: 5984.136719
	Iteration 23Q: 3 clusters Score -2.251975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -22519746.000000 Penalty: 5984.136719
	Iteration 24Q: 3 clusters Score -2.251975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -22519758.000000 Penalty: 5984.136719
	Iteration 25Q: 3 clusters Score -2.251976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -22519768.000000 Penalty: 5984.136719
	Iteration 26Q: 3 clusters Score -2.251977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -22519784.000000 Penalty: 5984.136719
	Iteration 27Q: 3 clusters Score -2.251978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -22519792.000000 Penalty: 5984.136719
	Iteration 28Q: 3 clusters Score -2.251979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -22519790.000000 Penalty: 5984.136719
	Iteration 29Q: 3 clusters Score -2.251979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173226 members 
Entering Unmasked Estep 
Score: -22519800.000000 Penalty: 5984.136719
	Iteration 30Q: 3 clusters Score -2.25198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 173227 members 
Entering Unmasked Estep 
Score: -22519802.000000 Penalty: 5984.136719
	Iteration 31Q: 3 clusters Score -2.25198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -22519790.000000 Penalty: 5984.136719
	Iteration 32Q: 3 clusters Score -2.251979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -22519806.000000 Penalty: 5984.136719
	Iteration 33Q: 3 clusters Score -2.251981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -22519806.000000 Penalty: 5984.136719
	Iteration 34F: 3 clusters Score -2.251981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170626 members 
Entering Unmasked Estep 
Score: -22132736.000000 Penalty: 2987.712891
	Iteration 0F: 2 clusters Score -2.213274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -22021628.000000 Penalty: 5975.425781
	Iteration 0F: 3 clusters Score -2.202163e+07 nChanged 82105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -22070494.000000 Penalty: 5975.425781
	Iteration 1F: 3 clusters Score -2.207049e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -22071904.000000 Penalty: 5975.425781
	Iteration 2Q: 3 clusters Score -2.20719e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -22073872.000000 Penalty: 5975.425781
	Iteration 3Q: 3 clusters Score -2.207387e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -22076710.000000 Penalty: 5975.425781
	Iteration 4Q: 3 clusters Score -2.207671e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -22080832.000000 Penalty: 5975.425781
	Iteration 5F: 3 clusters Score -2.208083e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -22086266.000000 Penalty: 5975.425781
	Iteration 6F: 3 clusters Score -2.208627e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121581 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -22092912.000000 Penalty: 5975.425781
	Iteration 7F: 3 clusters Score -2.209291e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -22100786.000000 Penalty: 5975.425781
	Iteration 8F: 3 clusters Score -2.210079e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -22108752.000000 Penalty: 5975.425781
	Iteration 9F: 3 clusters Score -2.210875e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -22115716.000000 Penalty: 5975.425781
	Iteration 10F: 3 clusters Score -2.211572e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -22121660.000000 Penalty: 5975.425781
	Iteration 11Q: 3 clusters Score -2.212166e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -22126026.000000 Penalty: 5975.425781
	Iteration 12Q: 3 clusters Score -2.212603e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -22128334.000000 Penalty: 5975.425781
	Iteration 13Q: 3 clusters Score -2.212833e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -22129606.000000 Penalty: 5975.425781
	Iteration 14Q: 3 clusters Score -2.212961e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -22130234.000000 Penalty: 5975.425781
	Iteration 15Q: 3 clusters Score -2.213023e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166953 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22130450.000000 Penalty: 5975.425781
	Iteration 16Q: 3 clusters Score -2.213045e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22130528.000000 Penalty: 5975.425781
	Iteration 17Q: 3 clusters Score -2.213053e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -22130640.000000 Penalty: 5975.425781
	Iteration 18Q: 3 clusters Score -2.213064e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22130712.000000 Penalty: 5975.425781
	Iteration 19Q: 3 clusters Score -2.213071e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167936 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22130748.000000 Penalty: 5975.425781
	Iteration 20F: 3 clusters Score -2.213075e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22130740.000000 Penalty: 5975.425781
	Iteration 21Q: 3 clusters Score -2.213074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22130712.000000 Penalty: 5975.425781
	Iteration 22Q: 3 clusters Score -2.213071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -22130714.000000 Penalty: 5975.425781
	Iteration 23Q: 3 clusters Score -2.213071e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -22130758.000000 Penalty: 5975.425781
	Iteration 24Q: 3 clusters Score -2.213076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -22130774.000000 Penalty: 5975.425781
	Iteration 25Q: 3 clusters Score -2.213077e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -22130792.000000 Penalty: 5975.425781
	Iteration 26Q: 3 clusters Score -2.213079e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168407 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22130800.000000 Penalty: 5975.425781
	Iteration 27Q: 3 clusters Score -2.21308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168435 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -22130812.000000 Penalty: 5975.425781
	Iteration 28Q: 3 clusters Score -2.213081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22130796.000000 Penalty: 5975.425781
	Iteration 29Q: 3 clusters Score -2.21308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22130816.000000 Penalty: 5975.425781
	Iteration 30Q: 3 clusters Score -2.213082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168523 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22130808.000000 Penalty: 5975.425781
	Iteration 31Q: 3 clusters Score -2.213081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -22130816.000000 Penalty: 5975.425781
	Iteration 32Q: 3 clusters Score -2.213082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22130812.000000 Penalty: 5975.425781
	Iteration 33Q: 3 clusters Score -2.213081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -22130824.000000 Penalty: 5975.425781
	Iteration 34Q: 3 clusters Score -2.213082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168596 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22130808.000000 Penalty: 5975.425781
	Iteration 35Q: 3 clusters Score -2.213081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168598 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22130812.000000 Penalty: 5975.425781
	Iteration 36Q: 3 clusters Score -2.213081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22130818.000000 Penalty: 5975.425781
	Iteration 37Q: 3 clusters Score -2.213082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -22130822.000000 Penalty: 5975.425781
	Iteration 38Q: 3 clusters Score -2.213082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -22130830.000000 Penalty: 5975.425781
	Iteration 39Q: 3 clusters Score -2.213083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22130810.000000 Penalty: 5975.425781
	Iteration 40F: 3 clusters Score -2.213081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22130814.000000 Penalty: 5975.425781
	Iteration 41Q: 3 clusters Score -2.213081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22130818.000000 Penalty: 5975.425781
	Iteration 42Q: 3 clusters Score -2.213082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22130834.000000 Penalty: 5975.425781
	Iteration 43Q: 3 clusters Score -2.213083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168628 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -22130840.000000 Penalty: 5975.425781
	Iteration 44Q: 3 clusters Score -2.213084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -22130844.000000 Penalty: 5975.425781
	Iteration 45Q: 3 clusters Score -2.213084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22130852.000000 Penalty: 5975.425781
	Iteration 46Q: 3 clusters Score -2.213085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22130844.000000 Penalty: 5975.425781
	Iteration 47Q: 3 clusters Score -2.213084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22130844.000000 Penalty: 5975.425781
	Iteration 48F: 3 clusters Score -2.213084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Entering Unmasked Estep 
Score: -21542416.000000 Penalty: 2983.595947
	Iteration 0F: 2 clusters Score -2.154242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -21431430.000000 Penalty: 5967.191895
	Iteration 0F: 3 clusters Score -2.143143e+07 nChanged 80632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -21478668.000000 Penalty: 5967.191895
	Iteration 1F: 3 clusters Score -2.147867e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5967.191895
	Iteration 2Q: 3 clusters Score -2.14802e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -21482534.000000 Penalty: 5967.191895
	Iteration 3Q: 3 clusters Score -2.148253e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -21485762.000000 Penalty: 5967.191895
	Iteration 4Q: 3 clusters Score -2.148576e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -21490330.000000 Penalty: 5967.191895
	Iteration 5Q: 3 clusters Score -2.149033e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -21496774.000000 Penalty: 5967.191895
	Iteration 6F: 3 clusters Score -2.149677e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -21505064.000000 Penalty: 5967.191895
	Iteration 7F: 3 clusters Score -2.150506e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -21513768.000000 Penalty: 5967.191895
	Iteration 8F: 3 clusters Score -2.151377e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -21519858.000000 Penalty: 5967.191895
	Iteration 9F: 3 clusters Score -2.151986e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -21522500.000000 Penalty: 5967.191895
	Iteration 10Q: 3 clusters Score -2.15225e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -21523790.000000 Penalty: 5967.191895
	Iteration 11Q: 3 clusters Score -2.152379e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -21524690.000000 Penalty: 5967.191895
	Iteration 12Q: 3 clusters Score -2.152469e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -21525382.000000 Penalty: 5967.191895
	Iteration 13Q: 3 clusters Score -2.152538e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -21526026.000000 Penalty: 5967.191895
	Iteration 14Q: 3 clusters Score -2.152603e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -21526752.000000 Penalty: 5967.191895
	Iteration 15Q: 3 clusters Score -2.152675e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -21527366.000000 Penalty: 5967.191895
	Iteration 16Q: 3 clusters Score -2.152737e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -21527884.000000 Penalty: 5967.191895
	Iteration 17Q: 3 clusters Score -2.152788e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -21528610.000000 Penalty: 5967.191895
	Iteration 18Q: 3 clusters Score -2.152861e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -21529032.000000 Penalty: 5967.191895
	Iteration 19Q: 3 clusters Score -2.152903e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -21529664.000000 Penalty: 5967.191895
	Iteration 20F: 3 clusters Score -2.152966e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -21530136.000000 Penalty: 5967.191895
	Iteration 21Q: 3 clusters Score -2.153014e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 113980 members 
Entering Unmasked Estep 
Score: -21530660.000000 Penalty: 5967.191895
	Iteration 22Q: 3 clusters Score -2.153066e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -21531268.000000 Penalty: 5967.191895
	Iteration 23Q: 3 clusters Score -2.153127e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -21531818.000000 Penalty: 5967.191895
	Iteration 24Q: 3 clusters Score -2.153182e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -21532276.000000 Penalty: 5967.191895
	Iteration 25Q: 3 clusters Score -2.153228e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -21532920.000000 Penalty: 5967.191895
	Iteration 26Q: 3 clusters Score -2.153292e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -21533546.000000 Penalty: 5967.191895
	Iteration 27Q: 3 clusters Score -2.153355e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -21534056.000000 Penalty: 5967.191895
	Iteration 28Q: 3 clusters Score -2.153406e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -21534680.000000 Penalty: 5967.191895
	Iteration 29Q: 3 clusters Score -2.153468e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -21535154.000000 Penalty: 5967.191895
	Iteration 30Q: 3 clusters Score -2.153515e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -21535758.000000 Penalty: 5967.191895
	Iteration 31Q: 3 clusters Score -2.153576e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 134050 members 
Entering Unmasked Estep 
Score: -21536398.000000 Penalty: 5967.191895
	Iteration 32Q: 3 clusters Score -2.15364e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -21536976.000000 Penalty: 5967.191895
	Iteration 33Q: 3 clusters Score -2.153698e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -21537480.000000 Penalty: 5967.191895
	Iteration 34Q: 3 clusters Score -2.153748e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -21537876.000000 Penalty: 5967.191895
	Iteration 35Q: 3 clusters Score -2.153788e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -21538386.000000 Penalty: 5967.191895
	Iteration 36Q: 3 clusters Score -2.153839e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 142141 members 
Entering Unmasked Estep 
Score: -21538794.000000 Penalty: 5967.191895
	Iteration 37Q: 3 clusters Score -2.153879e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -21539176.000000 Penalty: 5967.191895
	Iteration 38Q: 3 clusters Score -2.153918e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 144923 members 
Entering Unmasked Estep 
Score: -21539534.000000 Penalty: 5967.191895
	Iteration 39Q: 3 clusters Score -2.153953e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -21539888.000000 Penalty: 5967.191895
	Iteration 40F: 3 clusters Score -2.153989e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -21540322.000000 Penalty: 5967.191895
	Iteration 41Q: 3 clusters Score -2.154032e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -21540554.000000 Penalty: 5967.191895
	Iteration 42Q: 3 clusters Score -2.154055e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 149647 members 
Entering Unmasked Estep 
Score: -21540752.000000 Penalty: 5967.191895
	Iteration 43Q: 3 clusters Score -2.154075e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -21540998.000000 Penalty: 5967.191895
	Iteration 44Q: 3 clusters Score -2.1541e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -21541242.000000 Penalty: 5967.191895
	Iteration 45Q: 3 clusters Score -2.154124e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -21541528.000000 Penalty: 5967.191895
	Iteration 46Q: 3 clusters Score -2.154153e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -21541632.000000 Penalty: 5967.191895
	Iteration 47Q: 3 clusters Score -2.154163e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -21541702.000000 Penalty: 5967.191895
	Iteration 48Q: 3 clusters Score -2.15417e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -21541864.000000 Penalty: 5967.191895
	Iteration 49Q: 3 clusters Score -2.154186e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -21542010.000000 Penalty: 5967.191895
	Iteration 50Q: 3 clusters Score -2.154201e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -21542106.000000 Penalty: 5967.191895
	Iteration 51Q: 3 clusters Score -2.154211e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 156778 members 
Entering Unmasked Estep 
Score: -21542208.000000 Penalty: 5967.191895
	Iteration 52Q: 3 clusters Score -2.154221e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -21542244.000000 Penalty: 5967.191895
	Iteration 53Q: 3 clusters Score -2.154224e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -21542314.000000 Penalty: 5967.191895
	Iteration 54Q: 3 clusters Score -2.154231e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21542368.000000 Penalty: 5967.191895
	Iteration 55Q: 3 clusters Score -2.154237e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -21542390.000000 Penalty: 5967.191895
	Iteration 56Q: 3 clusters Score -2.154239e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -21542512.000000 Penalty: 5967.191895
	Iteration 57Q: 3 clusters Score -2.154251e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -21542578.000000 Penalty: 5967.191895
	Iteration 58Q: 3 clusters Score -2.154258e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -21542530.000000 Penalty: 5967.191895
	Iteration 59Q: 3 clusters Score -2.154253e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -21542520.000000 Penalty: 5967.191895
	Iteration 60F: 3 clusters Score -2.154252e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 160918 members 
Entering Unmasked Estep 
Score: -21542572.000000 Penalty: 5967.191895
	Iteration 61Q: 3 clusters Score -2.154257e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -21542574.000000 Penalty: 5967.191895
	Iteration 62Q: 3 clusters Score -2.154257e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -21542536.000000 Penalty: 5967.191895
	Iteration 63Q: 3 clusters Score -2.154254e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -21542492.000000 Penalty: 5967.191895
	Iteration 64Q: 3 clusters Score -2.154249e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -21542470.000000 Penalty: 5967.191895
	Iteration 65Q: 3 clusters Score -2.154247e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 162109 members 
Entering Unmasked Estep 
Score: -21542392.000000 Penalty: 5967.191895
	Iteration 66Q: 3 clusters Score -2.154239e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -21542346.000000 Penalty: 5967.191895
	Iteration 67Q: 3 clusters Score -2.154235e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -21542268.000000 Penalty: 5967.191895
	Iteration 68Q: 3 clusters Score -2.154227e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -21542240.000000 Penalty: 5967.191895
	Iteration 69Q: 3 clusters Score -2.154224e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -21542238.000000 Penalty: 5967.191895
	Iteration 70Q: 3 clusters Score -2.154224e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -21542188.000000 Penalty: 5967.191895
	Iteration 71Q: 3 clusters Score -2.154219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 163062 members 
Entering Unmasked Estep 
Score: -21542178.000000 Penalty: 5967.191895
	Iteration 72Q: 3 clusters Score -2.154218e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -21542136.000000 Penalty: 5967.191895
	Iteration 73Q: 3 clusters Score -2.154214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -21542084.000000 Penalty: 5967.191895
	Iteration 74Q: 3 clusters Score -2.154208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -21542038.000000 Penalty: 5967.191895
	Iteration 75Q: 3 clusters Score -2.154204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -21542016.000000 Penalty: 5967.191895
	Iteration 76Q: 3 clusters Score -2.154202e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -21541978.000000 Penalty: 5967.191895
	Iteration 77Q: 3 clusters Score -2.154198e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -21542018.000000 Penalty: 5967.191895
	Iteration 78Q: 3 clusters Score -2.154202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -21541974.000000 Penalty: 5967.191895
	Iteration 79Q: 3 clusters Score -2.154197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -21541958.000000 Penalty: 5967.191895
	Iteration 80F: 3 clusters Score -2.154196e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -21541946.000000 Penalty: 5967.191895
	Iteration 81Q: 3 clusters Score -2.154195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -21541930.000000 Penalty: 5967.191895
	Iteration 82Q: 3 clusters Score -2.154193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -21541922.000000 Penalty: 5967.191895
	Iteration 83Q: 3 clusters Score -2.154192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -21541940.000000 Penalty: 5967.191895
	Iteration 84Q: 3 clusters Score -2.154194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -21541944.000000 Penalty: 5967.191895
	Iteration 85Q: 3 clusters Score -2.154194e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -21541934.000000 Penalty: 5967.191895
	Iteration 86Q: 3 clusters Score -2.154193e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -21541912.000000 Penalty: 5967.191895
	Iteration 87Q: 3 clusters Score -2.154191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -21541916.000000 Penalty: 5967.191895
	Iteration 88Q: 3 clusters Score -2.154192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -21541904.000000 Penalty: 5967.191895
	Iteration 89Q: 3 clusters Score -2.15419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -21541896.000000 Penalty: 5967.191895
	Iteration 90Q: 3 clusters Score -2.15419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -21541884.000000 Penalty: 5967.191895
	Iteration 91Q: 3 clusters Score -2.154188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -21541856.000000 Penalty: 5967.191895
	Iteration 92Q: 3 clusters Score -2.154186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -21541836.000000 Penalty: 5967.191895
	Iteration 93Q: 3 clusters Score -2.154184e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -21541848.000000 Penalty: 5967.191895
	Iteration 94Q: 3 clusters Score -2.154185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -21541832.000000 Penalty: 5967.191895
	Iteration 95Q: 3 clusters Score -2.154183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -21541830.000000 Penalty: 5967.191895
	Iteration 96Q: 3 clusters Score -2.154183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -21541816.000000 Penalty: 5967.191895
	Iteration 97Q: 3 clusters Score -2.154182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -21541792.000000 Penalty: 5967.191895
	Iteration 98Q: 3 clusters Score -2.154179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -21541782.000000 Penalty: 5967.191895
	Iteration 99Q: 3 clusters Score -2.154178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 164637 members 
Entering Unmasked Estep 
Score: -21541764.000000 Penalty: 5967.191895
	Iteration 100F: 3 clusters Score -2.154176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -21541758.000000 Penalty: 5967.191895
	Iteration 101Q: 3 clusters Score -2.154176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -21541794.000000 Penalty: 5967.191895
	Iteration 102Q: 3 clusters Score -2.154179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -21541800.000000 Penalty: 5967.191895
	Iteration 103Q: 3 clusters Score -2.15418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -21541780.000000 Penalty: 5967.191895
	Iteration 104Q: 3 clusters Score -2.154178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -21541784.000000 Penalty: 5967.191895
	Iteration 105Q: 3 clusters Score -2.154178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -21541792.000000 Penalty: 5967.191895
	Iteration 106Q: 3 clusters Score -2.154179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -21541784.000000 Penalty: 5967.191895
	Iteration 107Q: 3 clusters Score -2.154178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 164781 members 
Entering Unmasked Estep 
Score: -21541780.000000 Penalty: 5967.191895
	Iteration 108Q: 3 clusters Score -2.154178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -21541768.000000 Penalty: 5967.191895
	Iteration 109Q: 3 clusters Score -2.154177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -21541746.000000 Penalty: 5967.191895
	Iteration 110Q: 3 clusters Score -2.154175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -21541772.000000 Penalty: 5967.191895
	Iteration 111Q: 3 clusters Score -2.154177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -21541730.000000 Penalty: 5967.191895
	Iteration 112Q: 3 clusters Score -2.154173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -21541718.000000 Penalty: 5967.191895
	Iteration 113Q: 3 clusters Score -2.154172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -21541722.000000 Penalty: 5967.191895
	Iteration 114Q: 3 clusters Score -2.154172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -21541720.000000 Penalty: 5967.191895
	Iteration 115Q: 3 clusters Score -2.154172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -21541730.000000 Penalty: 5967.191895
	Iteration 116Q: 3 clusters Score -2.154173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -21541730.000000 Penalty: 5967.191895
	Iteration 117Q: 3 clusters Score -2.154173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -21541720.000000 Penalty: 5967.191895
	Iteration 118Q: 3 clusters Score -2.154172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -21541712.000000 Penalty: 5967.191895
	Iteration 119Q: 3 clusters Score -2.154171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -21541720.000000 Penalty: 5967.191895
	Iteration 120F: 3 clusters Score -2.154172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -21541708.000000 Penalty: 5967.191895
	Iteration 121Q: 3 clusters Score -2.154171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -21541692.000000 Penalty: 5967.191895
	Iteration 122Q: 3 clusters Score -2.154169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -21541704.000000 Penalty: 5967.191895
	Iteration 123Q: 3 clusters Score -2.15417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -21541684.000000 Penalty: 5967.191895
	Iteration 124Q: 3 clusters Score -2.154168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -21541694.000000 Penalty: 5967.191895
	Iteration 125Q: 3 clusters Score -2.154169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -21541702.000000 Penalty: 5967.191895
	Iteration 126Q: 3 clusters Score -2.15417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -21541700.000000 Penalty: 5967.191895
	Iteration 127Q: 3 clusters Score -2.15417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -21541706.000000 Penalty: 5967.191895
	Iteration 128Q: 3 clusters Score -2.154171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -21541688.000000 Penalty: 5967.191895
	Iteration 129Q: 3 clusters Score -2.154169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -21541694.000000 Penalty: 5967.191895
	Iteration 130Q: 3 clusters Score -2.154169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -21541682.000000 Penalty: 5967.191895
	Iteration 131Q: 3 clusters Score -2.154168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -21541652.000000 Penalty: 5967.191895
	Iteration 132Q: 3 clusters Score -2.154165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -21541674.000000 Penalty: 5967.191895
	Iteration 133Q: 3 clusters Score -2.154167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -21541648.000000 Penalty: 5967.191895
	Iteration 134Q: 3 clusters Score -2.154165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 165233 members 
Entering Unmasked Estep 
Score: -21541652.000000 Penalty: 5967.191895
	Iteration 135Q: 3 clusters Score -2.154165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 165239 members 
Entering Unmasked Estep 
Score: -21541652.000000 Penalty: 5967.191895
	Iteration 136Q: 3 clusters Score -2.154165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -21541646.000000 Penalty: 5967.191895
	Iteration 137Q: 3 clusters Score -2.154165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 165247 members 
Entering Unmasked Estep 
Score: -21541650.000000 Penalty: 5967.191895
	Iteration 138Q: 3 clusters Score -2.154165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 165252 members 
Entering Unmasked Estep 
Score: -21541638.000000 Penalty: 5967.191895
	Iteration 139Q: 3 clusters Score -2.154164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -21541640.000000 Penalty: 5967.191895
	Iteration 140F: 3 clusters Score -2.154164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -21541644.000000 Penalty: 5967.191895
	Iteration 141Q: 3 clusters Score -2.154164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 165261 members 
Entering Unmasked Estep 
Score: -21541646.000000 Penalty: 5967.191895
	Iteration 142Q: 3 clusters Score -2.154165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -21541660.000000 Penalty: 5967.191895
	Iteration 143Q: 3 clusters Score -2.154166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -21541662.000000 Penalty: 5967.191895
	Iteration 144Q: 3 clusters Score -2.154166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -21541652.000000 Penalty: 5967.191895
	Iteration 145Q: 3 clusters Score -2.154165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -21541646.000000 Penalty: 5967.191895
	Iteration 146Q: 3 clusters Score -2.154165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -21541644.000000 Penalty: 5967.191895
	Iteration 147Q: 3 clusters Score -2.154164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -21541636.000000 Penalty: 5967.191895
	Iteration 148Q: 3 clusters Score -2.154164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -21541618.000000 Penalty: 5967.191895
	Iteration 149Q: 3 clusters Score -2.154162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21541636.000000 Penalty: 5967.191895
	Iteration 150Q: 3 clusters Score -2.154164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -21541624.000000 Penalty: 5967.191895
	Iteration 151Q: 3 clusters Score -2.154162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -21541654.000000 Penalty: 5967.191895
	Iteration 152Q: 3 clusters Score -2.154165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 165321 members 
Entering Unmasked Estep 
Score: -21541640.000000 Penalty: 5967.191895
	Iteration 153Q: 3 clusters Score -2.154164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -21541634.000000 Penalty: 5967.191895
	Iteration 154Q: 3 clusters Score -2.154163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -21541626.000000 Penalty: 5967.191895
	Iteration 155Q: 3 clusters Score -2.154163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -21541634.000000 Penalty: 5967.191895
	Iteration 156Q: 3 clusters Score -2.154163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -21541634.000000 Penalty: 5967.191895
	Iteration 157Q: 3 clusters Score -2.154163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -21541640.000000 Penalty: 5967.191895
	Iteration 158Q: 3 clusters Score -2.154164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -21541630.000000 Penalty: 5967.191895
	Iteration 159Q: 3 clusters Score -2.154163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -21541646.000000 Penalty: 5967.191895
	Iteration 160F: 3 clusters Score -2.154165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -21541632.000000 Penalty: 5967.191895
	Iteration 161Q: 3 clusters Score -2.154163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -21541630.000000 Penalty: 5967.191895
	Iteration 162Q: 3 clusters Score -2.154163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -21541624.000000 Penalty: 5967.191895
	Iteration 163Q: 3 clusters Score -2.154162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -21541624.000000 Penalty: 5967.191895
	Iteration 164F: 3 clusters Score -2.154162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -146582.515625 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -146582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144470.015625 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -144470 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144849.203125 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -144849.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144979.843750 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -144979.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145045.453125 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145045.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145109.015625 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145159.625000 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145215.734375 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145215.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145285.906250 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145285.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145381.046875 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145457.875000 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145457.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145517.078125 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -145517.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145556.703125 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -145556.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145598.390625 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -145598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145642.781250 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -145642.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145683.609375 Penalty: 3524.876465
	Iteration 14Q: 3 clusters Score -145683.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145723.375000 Penalty: 3524.876465
	Iteration 15Q: 3 clusters Score -145723.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145752.625000 Penalty: 3524.876465
	Iteration 16Q: 3 clusters Score -145752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145771.453125 Penalty: 3524.876465
	Iteration 17Q: 3 clusters Score -145771.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145787.937500 Penalty: 3524.876465
	Iteration 18Q: 3 clusters Score -145787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145803.000000 Penalty: 3524.876465
	Iteration 19Q: 3 clusters Score -145803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145829.359375 Penalty: 3524.876465
	Iteration 20F: 3 clusters Score -145829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145878.843750 Penalty: 3524.876465
	Iteration 21Q: 3 clusters Score -145878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145891.093750 Penalty: 3524.876465
	Iteration 22Q: 3 clusters Score -145891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145897.015625 Penalty: 3524.876465
	Iteration 23Q: 3 clusters Score -145897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145901.171875 Penalty: 3524.876465
	Iteration 24Q: 3 clusters Score -145901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145904.406250 Penalty: 3524.876465
	Iteration 25Q: 3 clusters Score -145904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145905.140625 Penalty: 3524.876465
	Iteration 26Q: 3 clusters Score -145905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145905.140625 Penalty: 3524.876465
	Iteration 27F: 3 clusters Score -145905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60501.687500 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60501.69 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60872.246094 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60872.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61020.027344 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61020.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61141.425781 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61141.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61234.031250 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61234.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61311.578125 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61311.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61409.062500 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61409.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61491.535156 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -61491.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61595.832031 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61595.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -61713.800781 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61903.558594 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -61903.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62082.832031 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62082.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -62134.265625 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -62134.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -62145.921875 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -62145.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62161.714844 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -62161.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62170.328125 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -62170.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -62180.964844 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -62180.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -62183.031250 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -62183.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62188.082031 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -62188.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62190.589844 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -62190.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -62194.890625 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -62194.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62204.859375 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -62204.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62213.777344 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -62213.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -62215.941406 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -62215.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -62215.941406 Penalty: 3197.863525
	Iteration 24F: 3 clusters Score -62215.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173649 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167817 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 155 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174290 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174273 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33587 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 476 members 
Entering Unmasked Estep 
Score: -166435264.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166437056.000000 to -166435264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Entering Unmasked Estep 
Score: -8652925.000000 Penalty: 2763.824463
	Iteration 0F: 2 clusters Score -8652925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8606403.000000 Penalty: 5527.648926
	Iteration 0F: 3 clusters Score -8606403 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8624635.000000 Penalty: 5527.648926
	Iteration 1F: 3 clusters Score -8624635 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -8625187.000000 Penalty: 5527.648926
	Iteration 2Q: 3 clusters Score -8625187 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -8625774.000000 Penalty: 5527.648926
	Iteration 3Q: 3 clusters Score -8625774 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -8626417.000000 Penalty: 5527.648926
	Iteration 4Q: 3 clusters Score -8626417 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -8627339.000000 Penalty: 5527.648926
	Iteration 5Q: 3 clusters Score -8627339 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8628743.000000 Penalty: 5527.648926
	Iteration 6Q: 3 clusters Score -8628743 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8630930.000000 Penalty: 5527.648926
	Iteration 7F: 3 clusters Score -8630930 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -8634296.000000 Penalty: 5527.648926
	Iteration 8F: 3 clusters Score -8634296 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8638442.000000 Penalty: 5527.648926
	Iteration 9F: 3 clusters Score -8638442 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -8642541.000000 Penalty: 5527.648926
	Iteration 10F: 3 clusters Score -8642541 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -8645893.000000 Penalty: 5527.648926
	Iteration 11F: 3 clusters Score -8645893 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8648172.000000 Penalty: 5527.648926
	Iteration 12Q: 3 clusters Score -8648172 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8649410.000000 Penalty: 5527.648926
	Iteration 13Q: 3 clusters Score -8649410 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8649969.000000 Penalty: 5527.648926
	Iteration 14Q: 3 clusters Score -8649969 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8650256.000000 Penalty: 5527.648926
	Iteration 15Q: 3 clusters Score -8650256 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8650410.000000 Penalty: 5527.648926
	Iteration 16Q: 3 clusters Score -8650410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8650476.000000 Penalty: 5527.648926
	Iteration 17Q: 3 clusters Score -8650476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8650499.000000 Penalty: 5527.648926
	Iteration 18Q: 3 clusters Score -8650499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8650520.000000 Penalty: 5527.648926
	Iteration 19Q: 3 clusters Score -8650520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8650550.000000 Penalty: 5527.648926
	Iteration 20F: 3 clusters Score -8650550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8650578.000000 Penalty: 5527.648926
	Iteration 21Q: 3 clusters Score -8650578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8650582.000000 Penalty: 5527.648926
	Iteration 22Q: 3 clusters Score -8650582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8650595.000000 Penalty: 5527.648926
	Iteration 23Q: 3 clusters Score -8650595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8650591.000000 Penalty: 5527.648926
	Iteration 24Q: 3 clusters Score -8650591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8650593.000000 Penalty: 5527.648926
	Iteration 25Q: 3 clusters Score -8650593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8650599.000000 Penalty: 5527.648926
	Iteration 26Q: 3 clusters Score -8650599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8650606.000000 Penalty: 5527.648926
	Iteration 27Q: 3 clusters Score -8650606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8650612.000000 Penalty: 5527.648926
	Iteration 28Q: 3 clusters Score -8650612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8650612.000000 Penalty: 5527.648926
	Iteration 29F: 3 clusters Score -8650612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Entering Unmasked Estep 
Score: -3407152.500000 Penalty: 2522.244629
	Iteration 0F: 2 clusters Score -3407152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3388952.750000 Penalty: 5044.489258
	Iteration 0F: 3 clusters Score -3388953 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3395177.500000 Penalty: 5044.489258
	Iteration 1F: 3 clusters Score -3395178 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3395599.000000 Penalty: 5044.489258
	Iteration 2Q: 3 clusters Score -3395599 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3395941.750000 Penalty: 5044.489258
	Iteration 3Q: 3 clusters Score -3395942 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3396273.750000 Penalty: 5044.489258
	Iteration 4Q: 3 clusters Score -3396274 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3396595.500000 Penalty: 5044.489258
	Iteration 5Q: 3 clusters Score -3396596 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3396926.000000 Penalty: 5044.489258
	Iteration 6Q: 3 clusters Score -3396926 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3397319.750000 Penalty: 5044.489258
	Iteration 7Q: 3 clusters Score -3397320 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3397762.250000 Penalty: 5044.489258
	Iteration 8Q: 3 clusters Score -3397762 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3398282.750000 Penalty: 5044.489258
	Iteration 9Q: 3 clusters Score -3398283 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3398856.000000 Penalty: 5044.489258
	Iteration 10Q: 3 clusters Score -3398856 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3399578.750000 Penalty: 5044.489258
	Iteration 11Q: 3 clusters Score -3399579 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3400420.250000 Penalty: 5044.489258
	Iteration 12F: 3 clusters Score -3400420 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3401169.000000 Penalty: 5044.489258
	Iteration 13Q: 3 clusters Score -3401169 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3401686.250000 Penalty: 5044.489258
	Iteration 14Q: 3 clusters Score -3401686 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3401950.750000 Penalty: 5044.489258
	Iteration 15Q: 3 clusters Score -3401951 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3402132.500000 Penalty: 5044.489258
	Iteration 16Q: 3 clusters Score -3402132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3402211.750000 Penalty: 5044.489258
	Iteration 17Q: 3 clusters Score -3402212 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3402308.000000 Penalty: 5044.489258
	Iteration 18Q: 3 clusters Score -3402308 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3402374.000000 Penalty: 5044.489258
	Iteration 19Q: 3 clusters Score -3402374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3402402.000000 Penalty: 5044.489258
	Iteration 20F: 3 clusters Score -3402402 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3402450.000000 Penalty: 5044.489258
	Iteration 21Q: 3 clusters Score -3402450 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3402502.000000 Penalty: 5044.489258
	Iteration 22Q: 3 clusters Score -3402502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3402535.000000 Penalty: 5044.489258
	Iteration 23Q: 3 clusters Score -3402535 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3402572.750000 Penalty: 5044.489258
	Iteration 24Q: 3 clusters Score -3402573 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3402594.250000 Penalty: 5044.489258
	Iteration 25Q: 3 clusters Score -3402594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3402622.000000 Penalty: 5044.489258
	Iteration 26Q: 3 clusters Score -3402622 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3402631.750000 Penalty: 5044.489258
	Iteration 27Q: 3 clusters Score -3402632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3402666.000000 Penalty: 5044.489258
	Iteration 28Q: 3 clusters Score -3402666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3402680.250000 Penalty: 5044.489258
	Iteration 29Q: 3 clusters Score -3402680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3402716.750000 Penalty: 5044.489258
	Iteration 30Q: 3 clusters Score -3402717 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3402736.000000 Penalty: 5044.489258
	Iteration 31Q: 3 clusters Score -3402736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3402762.500000 Penalty: 5044.489258
	Iteration 32Q: 3 clusters Score -3402762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3402808.750000 Penalty: 5044.489258
	Iteration 33Q: 3 clusters Score -3402809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3402821.000000 Penalty: 5044.489258
	Iteration 34Q: 3 clusters Score -3402821 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3402848.750000 Penalty: 5044.489258
	Iteration 35Q: 3 clusters Score -3402849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3402872.250000 Penalty: 5044.489258
	Iteration 36Q: 3 clusters Score -3402872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3402916.250000 Penalty: 5044.489258
	Iteration 37Q: 3 clusters Score -3402916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3402952.000000 Penalty: 5044.489258
	Iteration 38Q: 3 clusters Score -3402952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3402982.750000 Penalty: 5044.489258
	Iteration 39Q: 3 clusters Score -3402983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3403018.250000 Penalty: 5044.489258
	Iteration 40F: 3 clusters Score -3403018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3403041.250000 Penalty: 5044.489258
	Iteration 41Q: 3 clusters Score -3403041 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3403068.000000 Penalty: 5044.489258
	Iteration 42Q: 3 clusters Score -3403068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3403102.500000 Penalty: 5044.489258
	Iteration 43Q: 3 clusters Score -3403102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3403134.000000 Penalty: 5044.489258
	Iteration 44Q: 3 clusters Score -3403134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3403159.750000 Penalty: 5044.489258
	Iteration 45Q: 3 clusters Score -3403160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3403193.000000 Penalty: 5044.489258
	Iteration 46Q: 3 clusters Score -3403193 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3403239.000000 Penalty: 5044.489258
	Iteration 47Q: 3 clusters Score -3403239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3403289.500000 Penalty: 5044.489258
	Iteration 48Q: 3 clusters Score -3403290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3403333.250000 Penalty: 5044.489258
	Iteration 49Q: 3 clusters Score -3403333 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3403377.000000 Penalty: 5044.489258
	Iteration 50Q: 3 clusters Score -3403377 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3403434.500000 Penalty: 5044.489258
	Iteration 51Q: 3 clusters Score -3403434 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3403477.250000 Penalty: 5044.489258
	Iteration 52Q: 3 clusters Score -3403477 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3403525.250000 Penalty: 5044.489258
	Iteration 53Q: 3 clusters Score -3403525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3403571.500000 Penalty: 5044.489258
	Iteration 54Q: 3 clusters Score -3403572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3403617.000000 Penalty: 5044.489258
	Iteration 55Q: 3 clusters Score -3403617 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3403673.500000 Penalty: 5044.489258
	Iteration 56Q: 3 clusters Score -3403674 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3403740.500000 Penalty: 5044.489258
	Iteration 57Q: 3 clusters Score -3403740 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3403790.500000 Penalty: 5044.489258
	Iteration 58Q: 3 clusters Score -3403790 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3403862.250000 Penalty: 5044.489258
	Iteration 59Q: 3 clusters Score -3403862 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3403922.250000 Penalty: 5044.489258
	Iteration 60F: 3 clusters Score -3403922 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3403984.000000 Penalty: 5044.489258
	Iteration 61Q: 3 clusters Score -3403984 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3404074.500000 Penalty: 5044.489258
	Iteration 62Q: 3 clusters Score -3404074 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3404136.500000 Penalty: 5044.489258
	Iteration 63Q: 3 clusters Score -3404136 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3404221.750000 Penalty: 5044.489258
	Iteration 64Q: 3 clusters Score -3404222 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3404281.250000 Penalty: 5044.489258
	Iteration 65Q: 3 clusters Score -3404281 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3404343.000000 Penalty: 5044.489258
	Iteration 66Q: 3 clusters Score -3404343 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3404400.250000 Penalty: 5044.489258
	Iteration 67Q: 3 clusters Score -3404400 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3404467.750000 Penalty: 5044.489258
	Iteration 68Q: 3 clusters Score -3404468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3404529.500000 Penalty: 5044.489258
	Iteration 69Q: 3 clusters Score -3404530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3404600.750000 Penalty: 5044.489258
	Iteration 70Q: 3 clusters Score -3404601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3404636.250000 Penalty: 5044.489258
	Iteration 71Q: 3 clusters Score -3404636 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3404700.000000 Penalty: 5044.489258
	Iteration 72Q: 3 clusters Score -3404700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3404742.000000 Penalty: 5044.489258
	Iteration 73Q: 3 clusters Score -3404742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3404785.500000 Penalty: 5044.489258
	Iteration 74Q: 3 clusters Score -3404786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3404815.750000 Penalty: 5044.489258
	Iteration 75Q: 3 clusters Score -3404816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3404845.500000 Penalty: 5044.489258
	Iteration 76Q: 3 clusters Score -3404846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3404868.000000 Penalty: 5044.489258
	Iteration 77Q: 3 clusters Score -3404868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3404898.000000 Penalty: 5044.489258
	Iteration 78Q: 3 clusters Score -3404898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3404907.750000 Penalty: 5044.489258
	Iteration 79Q: 3 clusters Score -3404908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3404930.250000 Penalty: 5044.489258
	Iteration 80F: 3 clusters Score -3404930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3404947.500000 Penalty: 5044.489258
	Iteration 81Q: 3 clusters Score -3404948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3404963.750000 Penalty: 5044.489258
	Iteration 82Q: 3 clusters Score -3404964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3404986.250000 Penalty: 5044.489258
	Iteration 83Q: 3 clusters Score -3404986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3405013.000000 Penalty: 5044.489258
	Iteration 84Q: 3 clusters Score -3405013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3405035.000000 Penalty: 5044.489258
	Iteration 85Q: 3 clusters Score -3405035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3405056.500000 Penalty: 5044.489258
	Iteration 86Q: 3 clusters Score -3405056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3405088.250000 Penalty: 5044.489258
	Iteration 87Q: 3 clusters Score -3405088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3405099.250000 Penalty: 5044.489258
	Iteration 88Q: 3 clusters Score -3405099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3405116.000000 Penalty: 5044.489258
	Iteration 89Q: 3 clusters Score -3405116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3405128.250000 Penalty: 5044.489258
	Iteration 90Q: 3 clusters Score -3405128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3405139.250000 Penalty: 5044.489258
	Iteration 91Q: 3 clusters Score -3405139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3405154.500000 Penalty: 5044.489258
	Iteration 92Q: 3 clusters Score -3405154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3405168.000000 Penalty: 5044.489258
	Iteration 93Q: 3 clusters Score -3405168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3405179.750000 Penalty: 5044.489258
	Iteration 94Q: 3 clusters Score -3405180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3405188.250000 Penalty: 5044.489258
	Iteration 95Q: 3 clusters Score -3405188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3405196.000000 Penalty: 5044.489258
	Iteration 96Q: 3 clusters Score -3405196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3405208.250000 Penalty: 5044.489258
	Iteration 97Q: 3 clusters Score -3405208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3405207.500000 Penalty: 5044.489258
	Iteration 98Q: 3 clusters Score -3405208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3405215.750000 Penalty: 5044.489258
	Iteration 99Q: 3 clusters Score -3405216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3405220.250000 Penalty: 5044.489258
	Iteration 100F: 3 clusters Score -3405220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3405229.000000 Penalty: 5044.489258
	Iteration 101Q: 3 clusters Score -3405229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3405225.500000 Penalty: 5044.489258
	Iteration 102Q: 3 clusters Score -3405226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3405238.250000 Penalty: 5044.489258
	Iteration 103Q: 3 clusters Score -3405238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3405242.000000 Penalty: 5044.489258
	Iteration 104Q: 3 clusters Score -3405242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3405245.750000 Penalty: 5044.489258
	Iteration 105Q: 3 clusters Score -3405246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3405253.500000 Penalty: 5044.489258
	Iteration 106Q: 3 clusters Score -3405254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3405256.000000 Penalty: 5044.489258
	Iteration 107Q: 3 clusters Score -3405256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3405252.000000 Penalty: 5044.489258
	Iteration 108Q: 3 clusters Score -3405252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3405259.500000 Penalty: 5044.489258
	Iteration 109Q: 3 clusters Score -3405260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3405262.000000 Penalty: 5044.489258
	Iteration 110Q: 3 clusters Score -3405262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3405262.250000 Penalty: 5044.489258
	Iteration 111Q: 3 clusters Score -3405262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3405264.000000 Penalty: 5044.489258
	Iteration 112Q: 3 clusters Score -3405264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3405263.500000 Penalty: 5044.489258
	Iteration 113Q: 3 clusters Score -3405264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3405267.750000 Penalty: 5044.489258
	Iteration 114Q: 3 clusters Score -3405268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3405268.250000 Penalty: 5044.489258
	Iteration 115Q: 3 clusters Score -3405268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3405271.250000 Penalty: 5044.489258
	Iteration 116Q: 3 clusters Score -3405271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3405274.250000 Penalty: 5044.489258
	Iteration 117Q: 3 clusters Score -3405274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3405278.750000 Penalty: 5044.489258
	Iteration 118Q: 3 clusters Score -3405279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3405283.000000 Penalty: 5044.489258
	Iteration 119Q: 3 clusters Score -3405283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3405280.000000 Penalty: 5044.489258
	Iteration 120F: 3 clusters Score -3405280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3405288.500000 Penalty: 5044.489258
	Iteration 121Q: 3 clusters Score -3405288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3405283.500000 Penalty: 5044.489258
	Iteration 122Q: 3 clusters Score -3405284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3405290.000000 Penalty: 5044.489258
	Iteration 123Q: 3 clusters Score -3405290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3405289.750000 Penalty: 5044.489258
	Iteration 124Q: 3 clusters Score -3405290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3405287.750000 Penalty: 5044.489258
	Iteration 125Q: 3 clusters Score -3405288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3405287.750000 Penalty: 5044.489258
	Iteration 126F: 3 clusters Score -3405288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Entering Unmasked Estep 
Score: -22647830.000000 Penalty: 2992.981934
	Iteration 0F: 2 clusters Score -2.264783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -22535274.000000 Penalty: 5985.963867
	Iteration 0F: 3 clusters Score -2.253527e+07 nChanged 83445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -22583982.000000 Penalty: 5985.963867
	Iteration 1F: 3 clusters Score -2.258398e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -22585428.000000 Penalty: 5985.963867
	Iteration 2Q: 3 clusters Score -2.258543e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -22588108.000000 Penalty: 5985.963867
	Iteration 3Q: 3 clusters Score -2.258811e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -22593240.000000 Penalty: 5985.963867
	Iteration 4F: 3 clusters Score -2.259324e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -22602880.000000 Penalty: 5985.963867
	Iteration 5F: 3 clusters Score -2.260288e+07 nChanged 16891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144540 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -22618728.000000 Penalty: 5985.963867
	Iteration 6F: 3 clusters Score -2.261873e+07 nChanged 15956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160496 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -22634766.000000 Penalty: 5985.963867
	Iteration 7F: 3 clusters Score -2.263477e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -22642980.000000 Penalty: 5985.963867
	Iteration 8F: 3 clusters Score -2.264298e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22644566.000000 Penalty: 5985.963867
	Iteration 9Q: 3 clusters Score -2.264457e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174067 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22644884.000000 Penalty: 5985.963867
	Iteration 10Q: 3 clusters Score -2.264488e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22645070.000000 Penalty: 5985.963867
	Iteration 11Q: 3 clusters Score -2.264507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22645098.000000 Penalty: 5985.963867
	Iteration 12Q: 3 clusters Score -2.26451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22645106.000000 Penalty: 5985.963867
	Iteration 13Q: 3 clusters Score -2.264511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22645114.000000 Penalty: 5985.963867
	Iteration 14Q: 3 clusters Score -2.264511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22645118.000000 Penalty: 5985.963867
	Iteration 15Q: 3 clusters Score -2.264512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22645118.000000 Penalty: 5985.963867
	Iteration 16F: 3 clusters Score -2.264512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38501.750000 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38501.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38708.105469 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38708.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38797.382812 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38797.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38890.136719 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38890.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38944.687500 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -38944.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38974.847656 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -38974.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38987.265625 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -38987.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39003.332031 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -39003.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39046.132812 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -39046.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39104.363281 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -39104.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39123.175781 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -39123.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39123.175781 Penalty: 2980.371338
	Iteration 11F: 3 clusters Score -39123.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -556707.375000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -556707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -552490.750000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -552490.8 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -553489.562500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -553489.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -553724.375000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -553724.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -553887.312500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -553887.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -554017.625000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -554017.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -554095.937500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -554095.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -554159.562500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -554159.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554199.125000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -554199.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -554240.625000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -554240.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -554267.312500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -554267.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -554293.625000 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -554293.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -554323.687500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -554323.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -554360.500000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -554360.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -554390.187500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -554390.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -554422.875000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -554422.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -554456.875000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -554456.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -554488.625000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -554488.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -554530.750000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -554530.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -554577.500000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -554577.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -554620.187500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -554620.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -554664.500000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -554664.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -554718.187500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -554718.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -554766.687500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -554766.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -554820.562500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -554820.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -554869.187500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -554869.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -554914.312500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -554914.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -554959.812500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -554959.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -555005.312500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -555005.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -555043.750000 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -555043.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -555078.500000 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -555078.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -555113.187500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -555113.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -555149.250000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -555149.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -555183.125000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -555183.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -555217.500000 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -555217.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -555253.000000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -555253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -555285.250000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -555285.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -555308.000000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -555308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -555328.687500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -555328.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -555345.437500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -555345.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -555357.687500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -555357.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -555365.312500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -555365.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -555371.875000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -555371.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -555375.937500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -555375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -555380.375000 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -555380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -555385.187500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -555385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -555390.500000 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -555390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -555393.875000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -555393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -555399.562500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -555399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -555405.562500 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -555405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -555410.125000 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -555410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -555416.312500 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -555416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -555421.187500 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -555421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -555425.625000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -555425.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -555431.000000 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -555431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -555433.437500 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -555433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -555434.125000 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -555434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -555438.875000 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -555438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -555442.312500 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -555442.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -555445.812500 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -555445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -555448.000000 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -555448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -555450.750000 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -555450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -555451.500000 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -555451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -555454.750000 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -555454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -555457.625000 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -555457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -555461.437500 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -555461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -555464.812500 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -555464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -555466.437500 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -555466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -555467.000000 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -555467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -555468.187500 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -555468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -555468.437500 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -555468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -555468.875000 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -555468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -555471.687500 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -555471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -555474.625000 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -555474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -555475.750000 Penalty: 4164.156738
	Iteration 73Q: 3 clusters Score -555475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -555478.500000 Penalty: 4164.156738
	Iteration 74Q: 3 clusters Score -555478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -555478.875000 Penalty: 4164.156738
	Iteration 75Q: 3 clusters Score -555478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -555480.437500 Penalty: 4164.156738
	Iteration 76Q: 3 clusters Score -555480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -555479.937500 Penalty: 4164.156738
	Iteration 77Q: 3 clusters Score -555479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -555479.937500 Penalty: 4164.156738
	Iteration 78F: 3 clusters Score -555479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174273 members 
Entering Unmasked Estep 
Score: -22401506.000000 Penalty: 2992.957764
	Iteration 0F: 2 clusters Score -2.240151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -22288028.000000 Penalty: 5985.915527
	Iteration 0F: 3 clusters Score -2.228803e+07 nChanged 83556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -22336940.000000 Penalty: 5985.915527
	Iteration 1F: 3 clusters Score -2.233694e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -22338448.000000 Penalty: 5985.915527
	Iteration 2Q: 3 clusters Score -2.233845e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -22340366.000000 Penalty: 5985.915527
	Iteration 3Q: 3 clusters Score -2.234037e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -22343140.000000 Penalty: 5985.915527
	Iteration 4Q: 3 clusters Score -2.234314e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -22346758.000000 Penalty: 5985.915527
	Iteration 5Q: 3 clusters Score -2.234676e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 109320 members 
Entering Unmasked Estep 
Score: -22351932.000000 Penalty: 5985.915527
	Iteration 6F: 3 clusters Score -2.235193e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 117213 members 
Entering Unmasked Estep 
Score: -22359036.000000 Penalty: 5985.915527
	Iteration 7F: 3 clusters Score -2.235904e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 125721 members 
Entering Unmasked Estep 
Score: -22367374.000000 Penalty: 5985.915527
	Iteration 8F: 3 clusters Score -2.236737e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -22375202.000000 Penalty: 5985.915527
	Iteration 9F: 3 clusters Score -2.23752e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -22380888.000000 Penalty: 5985.915527
	Iteration 10Q: 3 clusters Score -2.238089e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -22384284.000000 Penalty: 5985.915527
	Iteration 11Q: 3 clusters Score -2.238428e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -22386616.000000 Penalty: 5985.915527
	Iteration 12Q: 3 clusters Score -2.238662e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -22388444.000000 Penalty: 5985.915527
	Iteration 13Q: 3 clusters Score -2.238844e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 154069 members 
Entering Unmasked Estep 
Score: -22390176.000000 Penalty: 5985.915527
	Iteration 14Q: 3 clusters Score -2.239018e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 157352 members 
Entering Unmasked Estep 
Score: -22392006.000000 Penalty: 5985.915527
	Iteration 15Q: 3 clusters Score -2.239201e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -22393518.000000 Penalty: 5985.915527
	Iteration 16Q: 3 clusters Score -2.239352e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 163382 members 
Entering Unmasked Estep 
Score: -22395016.000000 Penalty: 5985.915527
	Iteration 17Q: 3 clusters Score -2.239502e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -22396262.000000 Penalty: 5985.915527
	Iteration 18Q: 3 clusters Score -2.239626e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -22397210.000000 Penalty: 5985.915527
	Iteration 19Q: 3 clusters Score -2.239721e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -22397940.000000 Penalty: 5985.915527
	Iteration 20F: 3 clusters Score -2.239794e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22398376.000000 Penalty: 5985.915527
	Iteration 21Q: 3 clusters Score -2.239838e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -22398552.000000 Penalty: 5985.915527
	Iteration 22Q: 3 clusters Score -2.239855e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 172795 members 
Entering Unmasked Estep 
Score: -22398692.000000 Penalty: 5985.915527
	Iteration 23Q: 3 clusters Score -2.239869e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 173142 members 
Entering Unmasked Estep 
Score: -22398836.000000 Penalty: 5985.915527
	Iteration 24Q: 3 clusters Score -2.239884e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -22398932.000000 Penalty: 5985.915527
	Iteration 25Q: 3 clusters Score -2.239893e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 173502 members 
Entering Unmasked Estep 
Score: -22398938.000000 Penalty: 5985.915527
	Iteration 26Q: 3 clusters Score -2.239894e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -22398956.000000 Penalty: 5985.915527
	Iteration 27Q: 3 clusters Score -2.239896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -22399010.000000 Penalty: 5985.915527
	Iteration 28Q: 3 clusters Score -2.239901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -22399016.000000 Penalty: 5985.915527
	Iteration 29Q: 3 clusters Score -2.239902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -22399048.000000 Penalty: 5985.915527
	Iteration 30Q: 3 clusters Score -2.239905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 173714 members 
Entering Unmasked Estep 
Score: -22399048.000000 Penalty: 5985.915527
	Iteration 31Q: 3 clusters Score -2.239905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -22399062.000000 Penalty: 5985.915527
	Iteration 32Q: 3 clusters Score -2.239906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -22399062.000000 Penalty: 5985.915527
	Iteration 33Q: 3 clusters Score -2.239906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 173737 members 
Entering Unmasked Estep 
Score: -22399068.000000 Penalty: 5985.915527
	Iteration 34Q: 3 clusters Score -2.239907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 173739 members 
Entering Unmasked Estep 
Score: -22399074.000000 Penalty: 5985.915527
	Iteration 35Q: 3 clusters Score -2.239907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -22399080.000000 Penalty: 5985.915527
	Iteration 36Q: 3 clusters Score -2.239908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -22399070.000000 Penalty: 5985.915527
	Iteration 37Q: 3 clusters Score -2.239907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -22399084.000000 Penalty: 5985.915527
	Iteration 38Q: 3 clusters Score -2.239908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -22399068.000000 Penalty: 5985.915527
	Iteration 39Q: 3 clusters Score -2.239907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 173759 members 
Entering Unmasked Estep 
Score: -22399082.000000 Penalty: 5985.915527
	Iteration 40F: 3 clusters Score -2.239908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -22399086.000000 Penalty: 5985.915527
	Iteration 41Q: 3 clusters Score -2.239909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -22399082.000000 Penalty: 5985.915527
	Iteration 42Q: 3 clusters Score -2.239908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -22399080.000000 Penalty: 5985.915527
	Iteration 43Q: 3 clusters Score -2.239908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -22399080.000000 Penalty: 5985.915527
	Iteration 44F: 3 clusters Score -2.239908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Entering Unmasked Estep 
Score: -2571783.250000 Penalty: 2455.394287
	Iteration 0F: 2 clusters Score -2571783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2557677.000000 Penalty: 4910.788574
	Iteration 0F: 3 clusters Score -2557677 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2562603.750000 Penalty: 4910.788574
	Iteration 1F: 3 clusters Score -2562604 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2563026.500000 Penalty: 4910.788574
	Iteration 2Q: 3 clusters Score -2563026 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2563479.250000 Penalty: 4910.788574
	Iteration 3Q: 3 clusters Score -2563479 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2563953.750000 Penalty: 4910.788574
	Iteration 4Q: 3 clusters Score -2563954 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2564477.750000 Penalty: 4910.788574
	Iteration 5Q: 3 clusters Score -2564478 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2565061.250000 Penalty: 4910.788574
	Iteration 6F: 3 clusters Score -2565061 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2565715.250000 Penalty: 4910.788574
	Iteration 7F: 3 clusters Score -2565715 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2566486.000000 Penalty: 4910.788574
	Iteration 8F: 3 clusters Score -2566486 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2567318.750000 Penalty: 4910.788574
	Iteration 9F: 3 clusters Score -2567319 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2568092.000000 Penalty: 4910.788574
	Iteration 10F: 3 clusters Score -2568092 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2568600.750000 Penalty: 4910.788574
	Iteration 11Q: 3 clusters Score -2568601 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2568951.000000 Penalty: 4910.788574
	Iteration 12Q: 3 clusters Score -2568951 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2569124.500000 Penalty: 4910.788574
	Iteration 13Q: 3 clusters Score -2569124 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2569235.250000 Penalty: 4910.788574
	Iteration 14Q: 3 clusters Score -2569235 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2569309.750000 Penalty: 4910.788574
	Iteration 15Q: 3 clusters Score -2569310 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2569359.750000 Penalty: 4910.788574
	Iteration 16Q: 3 clusters Score -2569360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2569411.500000 Penalty: 4910.788574
	Iteration 17Q: 3 clusters Score -2569412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2569436.750000 Penalty: 4910.788574
	Iteration 18Q: 3 clusters Score -2569437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2569455.000000 Penalty: 4910.788574
	Iteration 19Q: 3 clusters Score -2569455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2569471.750000 Penalty: 4910.788574
	Iteration 20F: 3 clusters Score -2569472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2569476.250000 Penalty: 4910.788574
	Iteration 21Q: 3 clusters Score -2569476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2569479.750000 Penalty: 4910.788574
	Iteration 22Q: 3 clusters Score -2569480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2569482.750000 Penalty: 4910.788574
	Iteration 23Q: 3 clusters Score -2569483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2569493.750000 Penalty: 4910.788574
	Iteration 24Q: 3 clusters Score -2569494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2569501.500000 Penalty: 4910.788574
	Iteration 25Q: 3 clusters Score -2569502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2569510.500000 Penalty: 4910.788574
	Iteration 26Q: 3 clusters Score -2569510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2569520.250000 Penalty: 4910.788574
	Iteration 27Q: 3 clusters Score -2569520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2569529.750000 Penalty: 4910.788574
	Iteration 28Q: 3 clusters Score -2569530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2569533.250000 Penalty: 4910.788574
	Iteration 29Q: 3 clusters Score -2569533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2569539.500000 Penalty: 4910.788574
	Iteration 30Q: 3 clusters Score -2569540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2569544.750000 Penalty: 4910.788574
	Iteration 31Q: 3 clusters Score -2569545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2569559.500000 Penalty: 4910.788574
	Iteration 32Q: 3 clusters Score -2569560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2569554.500000 Penalty: 4910.788574
	Iteration 33Q: 3 clusters Score -2569554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2569564.750000 Penalty: 4910.788574
	Iteration 34Q: 3 clusters Score -2569565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2569576.500000 Penalty: 4910.788574
	Iteration 35Q: 3 clusters Score -2569576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2569580.750000 Penalty: 4910.788574
	Iteration 36Q: 3 clusters Score -2569581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2569579.000000 Penalty: 4910.788574
	Iteration 37Q: 3 clusters Score -2569579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2569587.750000 Penalty: 4910.788574
	Iteration 38Q: 3 clusters Score -2569588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2569591.500000 Penalty: 4910.788574
	Iteration 39Q: 3 clusters Score -2569592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2569601.750000 Penalty: 4910.788574
	Iteration 40F: 3 clusters Score -2569602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2569607.750000 Penalty: 4910.788574
	Iteration 41Q: 3 clusters Score -2569608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2569620.250000 Penalty: 4910.788574
	Iteration 42Q: 3 clusters Score -2569620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2569633.500000 Penalty: 4910.788574
	Iteration 43Q: 3 clusters Score -2569634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2569631.250000 Penalty: 4910.788574
	Iteration 44Q: 3 clusters Score -2569631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2569639.750000 Penalty: 4910.788574
	Iteration 45Q: 3 clusters Score -2569640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2569656.000000 Penalty: 4910.788574
	Iteration 46Q: 3 clusters Score -2569656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2569651.750000 Penalty: 4910.788574
	Iteration 47Q: 3 clusters Score -2569652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2569655.500000 Penalty: 4910.788574
	Iteration 48Q: 3 clusters Score -2569656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2569657.750000 Penalty: 4910.788574
	Iteration 49Q: 3 clusters Score -2569658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2569665.000000 Penalty: 4910.788574
	Iteration 50Q: 3 clusters Score -2569665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2569675.000000 Penalty: 4910.788574
	Iteration 51Q: 3 clusters Score -2569675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2569668.250000 Penalty: 4910.788574
	Iteration 52Q: 3 clusters Score -2569668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2569675.000000 Penalty: 4910.788574
	Iteration 53Q: 3 clusters Score -2569675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2569674.500000 Penalty: 4910.788574
	Iteration 54Q: 3 clusters Score -2569674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2569678.250000 Penalty: 4910.788574
	Iteration 55Q: 3 clusters Score -2569678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2569679.000000 Penalty: 4910.788574
	Iteration 56Q: 3 clusters Score -2569679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2569674.000000 Penalty: 4910.788574
	Iteration 57Q: 3 clusters Score -2569674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2569679.250000 Penalty: 4910.788574
	Iteration 58Q: 3 clusters Score -2569679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2569685.250000 Penalty: 4910.788574
	Iteration 59Q: 3 clusters Score -2569685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2569682.000000 Penalty: 4910.788574
	Iteration 60F: 3 clusters Score -2569682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2569686.500000 Penalty: 4910.788574
	Iteration 61Q: 3 clusters Score -2569686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2569691.750000 Penalty: 4910.788574
	Iteration 62Q: 3 clusters Score -2569692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2569699.000000 Penalty: 4910.788574
	Iteration 63Q: 3 clusters Score -2569699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2569713.750000 Penalty: 4910.788574
	Iteration 64Q: 3 clusters Score -2569714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2569714.750000 Penalty: 4910.788574
	Iteration 65Q: 3 clusters Score -2569715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2569722.500000 Penalty: 4910.788574
	Iteration 66Q: 3 clusters Score -2569722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2569733.000000 Penalty: 4910.788574
	Iteration 67Q: 3 clusters Score -2569733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2569732.000000 Penalty: 4910.788574
	Iteration 68Q: 3 clusters Score -2569732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2569745.750000 Penalty: 4910.788574
	Iteration 69Q: 3 clusters Score -2569746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2569766.000000 Penalty: 4910.788574
	Iteration 70Q: 3 clusters Score -2569766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2569786.000000 Penalty: 4910.788574
	Iteration 71Q: 3 clusters Score -2569786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2569810.250000 Penalty: 4910.788574
	Iteration 72Q: 3 clusters Score -2569810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2569845.500000 Penalty: 4910.788574
	Iteration 73Q: 3 clusters Score -2569846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2569898.750000 Penalty: 4910.788574
	Iteration 74Q: 3 clusters Score -2569899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2569959.750000 Penalty: 4910.788574
	Iteration 75Q: 3 clusters Score -2569960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2570018.750000 Penalty: 4910.788574
	Iteration 76Q: 3 clusters Score -2570019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2570077.250000 Penalty: 4910.788574
	Iteration 77Q: 3 clusters Score -2570077 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2570112.250000 Penalty: 4910.788574
	Iteration 78Q: 3 clusters Score -2570112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2570144.250000 Penalty: 4910.788574
	Iteration 79Q: 3 clusters Score -2570144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2570157.250000 Penalty: 4910.788574
	Iteration 80F: 3 clusters Score -2570157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2570180.000000 Penalty: 4910.788574
	Iteration 81Q: 3 clusters Score -2570180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2570194.500000 Penalty: 4910.788574
	Iteration 82Q: 3 clusters Score -2570194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2570206.500000 Penalty: 4910.788574
	Iteration 83Q: 3 clusters Score -2570206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2570219.500000 Penalty: 4910.788574
	Iteration 84Q: 3 clusters Score -2570220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2570225.000000 Penalty: 4910.788574
	Iteration 85Q: 3 clusters Score -2570225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2570236.750000 Penalty: 4910.788574
	Iteration 86Q: 3 clusters Score -2570237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2570249.000000 Penalty: 4910.788574
	Iteration 87Q: 3 clusters Score -2570249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2570251.500000 Penalty: 4910.788574
	Iteration 88Q: 3 clusters Score -2570252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2570257.500000 Penalty: 4910.788574
	Iteration 89Q: 3 clusters Score -2570258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2570262.250000 Penalty: 4910.788574
	Iteration 90Q: 3 clusters Score -2570262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2570268.000000 Penalty: 4910.788574
	Iteration 91Q: 3 clusters Score -2570268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2570274.500000 Penalty: 4910.788574
	Iteration 92Q: 3 clusters Score -2570274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2570272.500000 Penalty: 4910.788574
	Iteration 93Q: 3 clusters Score -2570272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2570278.000000 Penalty: 4910.788574
	Iteration 94Q: 3 clusters Score -2570278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2570273.500000 Penalty: 4910.788574
	Iteration 95Q: 3 clusters Score -2570274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2570276.750000 Penalty: 4910.788574
	Iteration 96Q: 3 clusters Score -2570277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2570275.000000 Penalty: 4910.788574
	Iteration 97Q: 3 clusters Score -2570275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2570275.000000 Penalty: 4910.788574
	Iteration 98Q: 3 clusters Score -2570275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2570280.250000 Penalty: 4910.788574
	Iteration 99Q: 3 clusters Score -2570280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2570280.500000 Penalty: 4910.788574
	Iteration 100F: 3 clusters Score -2570280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2570282.250000 Penalty: 4910.788574
	Iteration 101Q: 3 clusters Score -2570282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2570278.000000 Penalty: 4910.788574
	Iteration 102Q: 3 clusters Score -2570278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2570274.250000 Penalty: 4910.788574
	Iteration 103Q: 3 clusters Score -2570274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2570275.500000 Penalty: 4910.788574
	Iteration 104Q: 3 clusters Score -2570276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2570275.500000 Penalty: 4910.788574
	Iteration 105Q: 3 clusters Score -2570276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2570276.500000 Penalty: 4910.788574
	Iteration 106Q: 3 clusters Score -2570276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2570275.500000 Penalty: 4910.788574
	Iteration 107Q: 3 clusters Score -2570276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2570277.000000 Penalty: 4910.788574
	Iteration 108Q: 3 clusters Score -2570277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2570280.500000 Penalty: 4910.788574
	Iteration 109Q: 3 clusters Score -2570280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2570282.250000 Penalty: 4910.788574
	Iteration 110Q: 3 clusters Score -2570282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2570285.000000 Penalty: 4910.788574
	Iteration 111Q: 3 clusters Score -2570285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2570280.250000 Penalty: 4910.788574
	Iteration 112Q: 3 clusters Score -2570280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2570284.000000 Penalty: 4910.788574
	Iteration 113Q: 3 clusters Score -2570284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2570285.750000 Penalty: 4910.788574
	Iteration 114Q: 3 clusters Score -2570286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2570286.500000 Penalty: 4910.788574
	Iteration 115Q: 3 clusters Score -2570286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2570294.000000 Penalty: 4910.788574
	Iteration 116Q: 3 clusters Score -2570294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2570298.000000 Penalty: 4910.788574
	Iteration 117Q: 3 clusters Score -2570298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2570305.000000 Penalty: 4910.788574
	Iteration 118Q: 3 clusters Score -2570305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2570302.000000 Penalty: 4910.788574
	Iteration 119Q: 3 clusters Score -2570302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2570300.250000 Penalty: 4910.788574
	Iteration 120F: 3 clusters Score -2570300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2570301.000000 Penalty: 4910.788574
	Iteration 121Q: 3 clusters Score -2570301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2570302.000000 Penalty: 4910.788574
	Iteration 122Q: 3 clusters Score -2570302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2570300.500000 Penalty: 4910.788574
	Iteration 123Q: 3 clusters Score -2570300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2570304.250000 Penalty: 4910.788574
	Iteration 124Q: 3 clusters Score -2570304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2570301.250000 Penalty: 4910.788574
	Iteration 125Q: 3 clusters Score -2570301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2570299.500000 Penalty: 4910.788574
	Iteration 126Q: 3 clusters Score -2570300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2570300.500000 Penalty: 4910.788574
	Iteration 127Q: 3 clusters Score -2570300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2570300.500000 Penalty: 4910.788574
	Iteration 128Q: 3 clusters Score -2570300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2570302.750000 Penalty: 4910.788574
	Iteration 129Q: 3 clusters Score -2570303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2570302.750000 Penalty: 4910.788574
	Iteration 130Q: 3 clusters Score -2570303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2570309.250000 Penalty: 4910.788574
	Iteration 131Q: 3 clusters Score -2570309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2570306.500000 Penalty: 4910.788574
	Iteration 132Q: 3 clusters Score -2570306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2570308.750000 Penalty: 4910.788574
	Iteration 133Q: 3 clusters Score -2570309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2570311.750000 Penalty: 4910.788574
	Iteration 134Q: 3 clusters Score -2570312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2570319.000000 Penalty: 4910.788574
	Iteration 135Q: 3 clusters Score -2570319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2570323.250000 Penalty: 4910.788574
	Iteration 136Q: 3 clusters Score -2570323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2570321.000000 Penalty: 4910.788574
	Iteration 137Q: 3 clusters Score -2570321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2570323.000000 Penalty: 4910.788574
	Iteration 138Q: 3 clusters Score -2570323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2570318.750000 Penalty: 4910.788574
	Iteration 139Q: 3 clusters Score -2570319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2570316.500000 Penalty: 4910.788574
	Iteration 140F: 3 clusters Score -2570316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2570317.750000 Penalty: 4910.788574
	Iteration 141Q: 3 clusters Score -2570318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2570316.250000 Penalty: 4910.788574
	Iteration 142Q: 3 clusters Score -2570316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2570314.500000 Penalty: 4910.788574
	Iteration 143Q: 3 clusters Score -2570314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2570314.500000 Penalty: 4910.788574
	Iteration 144F: 3 clusters Score -2570314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Entering Unmasked Estep 
Score: -23928712.000000 Penalty: 3009.736816
	Iteration 0F: 2 clusters Score -2.392871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -23807766.000000 Penalty: 6019.473633
	Iteration 0F: 3 clusters Score -2.380777e+07 nChanged 89577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -23859526.000000 Penalty: 6019.473633
	Iteration 1F: 3 clusters Score -2.385953e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -23860072.000000 Penalty: 6019.473633
	Iteration 2Q: 3 clusters Score -2.386007e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -23860864.000000 Penalty: 6019.473633
	Iteration 3Q: 3 clusters Score -2.386086e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -23861766.000000 Penalty: 6019.473633
	Iteration 4Q: 3 clusters Score -2.386177e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -23863272.000000 Penalty: 6019.473633
	Iteration 5Q: 3 clusters Score -2.386327e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -23866326.000000 Penalty: 6019.473633
	Iteration 6Q: 3 clusters Score -2.386633e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -23871462.000000 Penalty: 6019.473633
	Iteration 7Q: 3 clusters Score -2.387146e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -23879584.000000 Penalty: 6019.473633
	Iteration 8F: 3 clusters Score -2.387958e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -23890332.000000 Penalty: 6019.473633
	Iteration 9F: 3 clusters Score -2.389033e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -23900506.000000 Penalty: 6019.473633
	Iteration 10F: 3 clusters Score -2.390051e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -23906710.000000 Penalty: 6019.473633
	Iteration 11F: 3 clusters Score -2.390671e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110819 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -23909230.000000 Penalty: 6019.473633
	Iteration 12Q: 3 clusters Score -2.390923e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -23910446.000000 Penalty: 6019.473633
	Iteration 13Q: 3 clusters Score -2.391045e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115639 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -23911652.000000 Penalty: 6019.473633
	Iteration 14Q: 3 clusters Score -2.391165e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -23912762.000000 Penalty: 6019.473633
	Iteration 15Q: 3 clusters Score -2.391276e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -23913644.000000 Penalty: 6019.473633
	Iteration 16Q: 3 clusters Score -2.391364e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -23914808.000000 Penalty: 6019.473633
	Iteration 17Q: 3 clusters Score -2.391481e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -23915706.000000 Penalty: 6019.473633
	Iteration 18Q: 3 clusters Score -2.391571e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -23916604.000000 Penalty: 6019.473633
	Iteration 19Q: 3 clusters Score -2.39166e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -23917498.000000 Penalty: 6019.473633
	Iteration 20F: 3 clusters Score -2.39175e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132231 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -23918252.000000 Penalty: 6019.473633
	Iteration 21Q: 3 clusters Score -2.391825e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -23918990.000000 Penalty: 6019.473633
	Iteration 22Q: 3 clusters Score -2.391899e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -23919484.000000 Penalty: 6019.473633
	Iteration 23Q: 3 clusters Score -2.391948e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138916 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -23919830.000000 Penalty: 6019.473633
	Iteration 24Q: 3 clusters Score -2.391983e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141120 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -23920470.000000 Penalty: 6019.473633
	Iteration 25Q: 3 clusters Score -2.392047e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -23920980.000000 Penalty: 6019.473633
	Iteration 26Q: 3 clusters Score -2.392098e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -23921538.000000 Penalty: 6019.473633
	Iteration 27Q: 3 clusters Score -2.392154e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147416 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -23922154.000000 Penalty: 6019.473633
	Iteration 28Q: 3 clusters Score -2.392215e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -23922760.000000 Penalty: 6019.473633
	Iteration 29Q: 3 clusters Score -2.392276e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -23923320.000000 Penalty: 6019.473633
	Iteration 30Q: 3 clusters Score -2.392332e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -23923910.000000 Penalty: 6019.473633
	Iteration 31Q: 3 clusters Score -2.392391e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -23924410.000000 Penalty: 6019.473633
	Iteration 32Q: 3 clusters Score -2.392441e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157564 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -23924974.000000 Penalty: 6019.473633
	Iteration 33Q: 3 clusters Score -2.392497e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159481 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -23925552.000000 Penalty: 6019.473633
	Iteration 34Q: 3 clusters Score -2.392555e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161346 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -23926050.000000 Penalty: 6019.473633
	Iteration 35Q: 3 clusters Score -2.392605e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -23926504.000000 Penalty: 6019.473633
	Iteration 36Q: 3 clusters Score -2.39265e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -23927078.000000 Penalty: 6019.473633
	Iteration 37Q: 3 clusters Score -2.392708e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -23927406.000000 Penalty: 6019.473633
	Iteration 38Q: 3 clusters Score -2.392741e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -23927608.000000 Penalty: 6019.473633
	Iteration 39Q: 3 clusters Score -2.392761e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -23927834.000000 Penalty: 6019.473633
	Iteration 40F: 3 clusters Score -2.392783e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -23927952.000000 Penalty: 6019.473633
	Iteration 41Q: 3 clusters Score -2.392795e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -23928110.000000 Penalty: 6019.473633
	Iteration 42Q: 3 clusters Score -2.392811e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -23928066.000000 Penalty: 6019.473633
	Iteration 43Q: 3 clusters Score -2.392807e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -23928158.000000 Penalty: 6019.473633
	Iteration 44Q: 3 clusters Score -2.392816e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174379 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -23928218.000000 Penalty: 6019.473633
	Iteration 45Q: 3 clusters Score -2.392822e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175099 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -23928316.000000 Penalty: 6019.473633
	Iteration 46Q: 3 clusters Score -2.392832e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -23928190.000000 Penalty: 6019.473633
	Iteration 47Q: 3 clusters Score -2.392819e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176252 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -23928116.000000 Penalty: 6019.473633
	Iteration 48Q: 3 clusters Score -2.392812e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -23928082.000000 Penalty: 6019.473633
	Iteration 49Q: 3 clusters Score -2.392808e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177264 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -23928052.000000 Penalty: 6019.473633
	Iteration 50Q: 3 clusters Score -2.392805e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -23928056.000000 Penalty: 6019.473633
	Iteration 51Q: 3 clusters Score -2.392806e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -23928060.000000 Penalty: 6019.473633
	Iteration 52Q: 3 clusters Score -2.392806e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -23928004.000000 Penalty: 6019.473633
	Iteration 53Q: 3 clusters Score -2.3928e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -23927976.000000 Penalty: 6019.473633
	Iteration 54Q: 3 clusters Score -2.392798e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -23927904.000000 Penalty: 6019.473633
	Iteration 55Q: 3 clusters Score -2.39279e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -23927828.000000 Penalty: 6019.473633
	Iteration 56Q: 3 clusters Score -2.392783e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179707 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -23927818.000000 Penalty: 6019.473633
	Iteration 57Q: 3 clusters Score -2.392782e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179955 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -23927742.000000 Penalty: 6019.473633
	Iteration 58Q: 3 clusters Score -2.392774e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180180 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -23927686.000000 Penalty: 6019.473633
	Iteration 59Q: 3 clusters Score -2.392769e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180380 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -23927618.000000 Penalty: 6019.473633
	Iteration 60F: 3 clusters Score -2.392762e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -23927620.000000 Penalty: 6019.473633
	Iteration 61Q: 3 clusters Score -2.392762e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180740 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -23927582.000000 Penalty: 6019.473633
	Iteration 62Q: 3 clusters Score -2.392758e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -23927526.000000 Penalty: 6019.473633
	Iteration 63Q: 3 clusters Score -2.392753e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -23927576.000000 Penalty: 6019.473633
	Iteration 64Q: 3 clusters Score -2.392758e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -23927550.000000 Penalty: 6019.473633
	Iteration 65Q: 3 clusters Score -2.392755e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -23927540.000000 Penalty: 6019.473633
	Iteration 66Q: 3 clusters Score -2.392754e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181449 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -23927526.000000 Penalty: 6019.473633
	Iteration 67Q: 3 clusters Score -2.392753e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181563 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -23927510.000000 Penalty: 6019.473633
	Iteration 68Q: 3 clusters Score -2.392751e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -23927504.000000 Penalty: 6019.473633
	Iteration 69Q: 3 clusters Score -2.39275e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -23927530.000000 Penalty: 6019.473633
	Iteration 70Q: 3 clusters Score -2.392753e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -23927506.000000 Penalty: 6019.473633
	Iteration 71Q: 3 clusters Score -2.392751e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -23927554.000000 Penalty: 6019.473633
	Iteration 72Q: 3 clusters Score -2.392755e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182052 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -23927516.000000 Penalty: 6019.473633
	Iteration 73Q: 3 clusters Score -2.392752e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -23927534.000000 Penalty: 6019.473633
	Iteration 74Q: 3 clusters Score -2.392753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182237 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -23927536.000000 Penalty: 6019.473633
	Iteration 75Q: 3 clusters Score -2.392754e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -23927552.000000 Penalty: 6019.473633
	Iteration 76Q: 3 clusters Score -2.392755e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182433 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -23927574.000000 Penalty: 6019.473633
	Iteration 77Q: 3 clusters Score -2.392757e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182509 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -23927524.000000 Penalty: 6019.473633
	Iteration 78Q: 3 clusters Score -2.392752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182572 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -23927478.000000 Penalty: 6019.473633
	Iteration 79Q: 3 clusters Score -2.392748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -23927498.000000 Penalty: 6019.473633
	Iteration 80F: 3 clusters Score -2.39275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182678 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -23927472.000000 Penalty: 6019.473633
	Iteration 81Q: 3 clusters Score -2.392747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182737 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -23927422.000000 Penalty: 6019.473633
	Iteration 82Q: 3 clusters Score -2.392742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -23927432.000000 Penalty: 6019.473633
	Iteration 83Q: 3 clusters Score -2.392743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182813 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -23927446.000000 Penalty: 6019.473633
	Iteration 84Q: 3 clusters Score -2.392745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182836 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -23927432.000000 Penalty: 6019.473633
	Iteration 85Q: 3 clusters Score -2.392743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -23927432.000000 Penalty: 6019.473633
	Iteration 86Q: 3 clusters Score -2.392743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -23927420.000000 Penalty: 6019.473633
	Iteration 87Q: 3 clusters Score -2.392742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182919 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23927448.000000 Penalty: 6019.473633
	Iteration 88Q: 3 clusters Score -2.392745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -23927458.000000 Penalty: 6019.473633
	Iteration 89Q: 3 clusters Score -2.392746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -23927446.000000 Penalty: 6019.473633
	Iteration 90Q: 3 clusters Score -2.392745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23927412.000000 Penalty: 6019.473633
	Iteration 91Q: 3 clusters Score -2.392741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23927418.000000 Penalty: 6019.473633
	Iteration 92Q: 3 clusters Score -2.392742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183068 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23927426.000000 Penalty: 6019.473633
	Iteration 93Q: 3 clusters Score -2.392743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23927444.000000 Penalty: 6019.473633
	Iteration 94Q: 3 clusters Score -2.392744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23927442.000000 Penalty: 6019.473633
	Iteration 95Q: 3 clusters Score -2.392744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -23927410.000000 Penalty: 6019.473633
	Iteration 96Q: 3 clusters Score -2.392741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183184 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -23927420.000000 Penalty: 6019.473633
	Iteration 97Q: 3 clusters Score -2.392742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23927414.000000 Penalty: 6019.473633
	Iteration 98Q: 3 clusters Score -2.392741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183237 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23927402.000000 Penalty: 6019.473633
	Iteration 99Q: 3 clusters Score -2.39274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183263 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -23927398.000000 Penalty: 6019.473633
	Iteration 100F: 3 clusters Score -2.39274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183280 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -23927402.000000 Penalty: 6019.473633
	Iteration 101Q: 3 clusters Score -2.39274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183296 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23927394.000000 Penalty: 6019.473633
	Iteration 102Q: 3 clusters Score -2.392739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183314 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23927416.000000 Penalty: 6019.473633
	Iteration 103Q: 3 clusters Score -2.392742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -23927376.000000 Penalty: 6019.473633
	Iteration 104Q: 3 clusters Score -2.392738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23927378.000000 Penalty: 6019.473633
	Iteration 105Q: 3 clusters Score -2.392738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183347 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -23927370.000000 Penalty: 6019.473633
	Iteration 106Q: 3 clusters Score -2.392737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183358 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23927350.000000 Penalty: 6019.473633
	Iteration 107Q: 3 clusters Score -2.392735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23927352.000000 Penalty: 6019.473633
	Iteration 108Q: 3 clusters Score -2.392735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23927344.000000 Penalty: 6019.473633
	Iteration 109Q: 3 clusters Score -2.392734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -23927366.000000 Penalty: 6019.473633
	Iteration 110Q: 3 clusters Score -2.392737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183377 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -23927342.000000 Penalty: 6019.473633
	Iteration 111Q: 3 clusters Score -2.392734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 6019.473633
	Iteration 112Q: 3 clusters Score -2.392736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23927354.000000 Penalty: 6019.473633
	Iteration 113Q: 3 clusters Score -2.392735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183384 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 6019.473633
	Iteration 114Q: 3 clusters Score -2.392736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183386 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 6019.473633
	Iteration 115Q: 3 clusters Score -2.392736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23927356.000000 Penalty: 6019.473633
	Iteration 116Q: 3 clusters Score -2.392736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 6019.473633
	Iteration 117Q: 3 clusters Score -2.392736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23927362.000000 Penalty: 6019.473633
	Iteration 118F: 3 clusters Score -2.392736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -117295.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -117295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115423.226562 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -115423.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115816.132812 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -115816.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115958.476562 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -115958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116048.734375 Penalty: 3416.731934
	Iteration 3Q: 3 clusters Score -116048.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116094.546875 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -116094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116126.968750 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -116127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116152.039062 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -116152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116172.617188 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -116172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116179.226562 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -116179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116183.367188 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -116183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116190.398438 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -116190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116196.921875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -116196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116206.773438 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -116206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116228.750000 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -116228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -116248.445312 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -116248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -116273.757812 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -116273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116293.015625 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -116293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116303.828125 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -116303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116308.539062 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -116308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116310.906250 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -116310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116312.546875 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -116312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116315.257812 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -116315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116316.070312 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -116316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -116317.179688 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -116317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -116317.757812 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -116317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -116317.757812 Penalty: 3416.731934
	Iteration 25F: 3 clusters Score -116317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -1007570.937500 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -1007571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1001117.812500 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -1001118 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1003373.812500 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -1003374 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1004128.000000 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -1004128 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1004730.187500 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -1004730 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1005210.125000 Penalty: 4474.293457
	Iteration 4F: 3 clusters Score -1005210 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1005583.437500 Penalty: 4474.293457
	Iteration 5F: 3 clusters Score -1005583 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1005856.375000 Penalty: 4474.293457
	Iteration 6Q: 3 clusters Score -1005856 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1006049.312500 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -1006049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1006184.937500 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -1006185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1006270.750000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -1006271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1006321.812500 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -1006322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1006355.687500 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -1006356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1006394.625000 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -1006395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1006430.000000 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -1006430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1006458.625000 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -1006459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1006485.562500 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -1006486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1006510.750000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -1006511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1006535.687500 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -1006536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1006551.812500 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -1006552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1006579.062500 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -1006579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1006599.875000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -1006600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1006613.687500 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -1006614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1006631.375000 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -1006631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1006644.062500 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -1006644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1006655.500000 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -1006656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1006662.125000 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -1006662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1006667.625000 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -1006668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1006672.187500 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -1006672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1006673.250000 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -1006673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1006673.687500 Penalty: 4474.293457
	Iteration 29Q: 3 clusters Score -1006674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1006677.125000 Penalty: 4474.293457
	Iteration 30Q: 3 clusters Score -1006677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1006680.625000 Penalty: 4474.293457
	Iteration 31Q: 3 clusters Score -1006681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1006681.750000 Penalty: 4474.293457
	Iteration 32Q: 3 clusters Score -1006682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1006681.375000 Penalty: 4474.293457
	Iteration 33Q: 3 clusters Score -1006681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1006684.625000 Penalty: 4474.293457
	Iteration 34Q: 3 clusters Score -1006685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1006685.812500 Penalty: 4474.293457
	Iteration 35Q: 3 clusters Score -1006686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1006685.812500 Penalty: 4474.293457
	Iteration 36Q: 3 clusters Score -1006686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1006687.125000 Penalty: 4474.293457
	Iteration 37Q: 3 clusters Score -1006687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1006687.187500 Penalty: 4474.293457
	Iteration 38Q: 3 clusters Score -1006687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1006688.312500 Penalty: 4474.293457
	Iteration 39Q: 3 clusters Score -1006688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1006688.312500 Penalty: 4474.293457
	Iteration 40F: 3 clusters Score -1006688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Entering Unmasked Estep 
Score: -7597487.000000 Penalty: 2721.358643
	Iteration 0F: 2 clusters Score -7597487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -7558390.500000 Penalty: 5442.717285
	Iteration 0F: 3 clusters Score -7558390 nChanged 27131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -7573788.500000 Penalty: 5442.717285
	Iteration 1F: 3 clusters Score -7573788 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -7574557.000000 Penalty: 5442.717285
	Iteration 2Q: 3 clusters Score -7574557 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7575584.500000 Penalty: 5442.717285
	Iteration 3Q: 3 clusters Score -7575584 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7577214.000000 Penalty: 5442.717285
	Iteration 4F: 3 clusters Score -7577214 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7579998.500000 Penalty: 5442.717285
	Iteration 5F: 3 clusters Score -7579998 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -7583944.500000 Penalty: 5442.717285
	Iteration 6F: 3 clusters Score -7583944 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -7588219.000000 Penalty: 5442.717285
	Iteration 7F: 3 clusters Score -7588219 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -7591660.000000 Penalty: 5442.717285
	Iteration 8F: 3 clusters Score -7591660 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7593560.500000 Penalty: 5442.717285
	Iteration 9Q: 3 clusters Score -7593560 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7594290.000000 Penalty: 5442.717285
	Iteration 10Q: 3 clusters Score -7594290 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7594594.500000 Penalty: 5442.717285
	Iteration 11Q: 3 clusters Score -7594594 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7594758.000000 Penalty: 5442.717285
	Iteration 12Q: 3 clusters Score -7594758 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -7594888.500000 Penalty: 5442.717285
	Iteration 13Q: 3 clusters Score -7594888 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -7594966.000000 Penalty: 5442.717285
	Iteration 14Q: 3 clusters Score -7594966 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7595062.000000 Penalty: 5442.717285
	Iteration 15Q: 3 clusters Score -7595062 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7595125.000000 Penalty: 5442.717285
	Iteration 16Q: 3 clusters Score -7595125 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -7595169.000000 Penalty: 5442.717285
	Iteration 17Q: 3 clusters Score -7595169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7595203.500000 Penalty: 5442.717285
	Iteration 18Q: 3 clusters Score -7595204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7595258.000000 Penalty: 5442.717285
	Iteration 19Q: 3 clusters Score -7595258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7595275.500000 Penalty: 5442.717285
	Iteration 20F: 3 clusters Score -7595276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -7595319.000000 Penalty: 5442.717285
	Iteration 21Q: 3 clusters Score -7595319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7595342.000000 Penalty: 5442.717285
	Iteration 22Q: 3 clusters Score -7595342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -7595355.500000 Penalty: 5442.717285
	Iteration 23Q: 3 clusters Score -7595356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -7595390.000000 Penalty: 5442.717285
	Iteration 24Q: 3 clusters Score -7595390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7595410.000000 Penalty: 5442.717285
	Iteration 25Q: 3 clusters Score -7595410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -7595403.500000 Penalty: 5442.717285
	Iteration 26Q: 3 clusters Score -7595404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -7595429.000000 Penalty: 5442.717285
	Iteration 27Q: 3 clusters Score -7595429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7595465.000000 Penalty: 5442.717285
	Iteration 28Q: 3 clusters Score -7595465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7595480.500000 Penalty: 5442.717285
	Iteration 29Q: 3 clusters Score -7595480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -7595493.500000 Penalty: 5442.717285
	Iteration 30Q: 3 clusters Score -7595494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7595499.000000 Penalty: 5442.717285
	Iteration 31Q: 3 clusters Score -7595499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -7595519.000000 Penalty: 5442.717285
	Iteration 32Q: 3 clusters Score -7595519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -7595519.000000 Penalty: 5442.717285
	Iteration 33Q: 3 clusters Score -7595519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -7595533.000000 Penalty: 5442.717285
	Iteration 34Q: 3 clusters Score -7595533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -7595561.500000 Penalty: 5442.717285
	Iteration 35Q: 3 clusters Score -7595562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -7595568.000000 Penalty: 5442.717285
	Iteration 36Q: 3 clusters Score -7595568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7595578.500000 Penalty: 5442.717285
	Iteration 37Q: 3 clusters Score -7595578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7595582.000000 Penalty: 5442.717285
	Iteration 38Q: 3 clusters Score -7595582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -7595586.000000 Penalty: 5442.717285
	Iteration 39Q: 3 clusters Score -7595586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -7595585.500000 Penalty: 5442.717285
	Iteration 40F: 3 clusters Score -7595586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -7595592.500000 Penalty: 5442.717285
	Iteration 41Q: 3 clusters Score -7595592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -7595607.500000 Penalty: 5442.717285
	Iteration 42Q: 3 clusters Score -7595608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -7595623.000000 Penalty: 5442.717285
	Iteration 43Q: 3 clusters Score -7595623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -7595633.000000 Penalty: 5442.717285
	Iteration 44Q: 3 clusters Score -7595633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7595635.000000 Penalty: 5442.717285
	Iteration 45Q: 3 clusters Score -7595635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -7595631.500000 Penalty: 5442.717285
	Iteration 46Q: 3 clusters Score -7595632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7595638.000000 Penalty: 5442.717285
	Iteration 47Q: 3 clusters Score -7595638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7595636.500000 Penalty: 5442.717285
	Iteration 48Q: 3 clusters Score -7595636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7595630.000000 Penalty: 5442.717285
	Iteration 49Q: 3 clusters Score -7595630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -7595632.000000 Penalty: 5442.717285
	Iteration 50Q: 3 clusters Score -7595632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -7595639.500000 Penalty: 5442.717285
	Iteration 51Q: 3 clusters Score -7595640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7595632.500000 Penalty: 5442.717285
	Iteration 52Q: 3 clusters Score -7595632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7595629.500000 Penalty: 5442.717285
	Iteration 53Q: 3 clusters Score -7595630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -7595624.000000 Penalty: 5442.717285
	Iteration 54Q: 3 clusters Score -7595624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -7595628.500000 Penalty: 5442.717285
	Iteration 55Q: 3 clusters Score -7595628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7595625.500000 Penalty: 5442.717285
	Iteration 56Q: 3 clusters Score -7595626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7595628.500000 Penalty: 5442.717285
	Iteration 57Q: 3 clusters Score -7595628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7595643.500000 Penalty: 5442.717285
	Iteration 58Q: 3 clusters Score -7595644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -7595656.500000 Penalty: 5442.717285
	Iteration 59Q: 3 clusters Score -7595656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -7595660.000000 Penalty: 5442.717285
	Iteration 60F: 3 clusters Score -7595660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7595667.500000 Penalty: 5442.717285
	Iteration 61Q: 3 clusters Score -7595668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -7595660.000000 Penalty: 5442.717285
	Iteration 62Q: 3 clusters Score -7595660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7595659.000000 Penalty: 5442.717285
	Iteration 63Q: 3 clusters Score -7595659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7595664.000000 Penalty: 5442.717285
	Iteration 64Q: 3 clusters Score -7595664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -7595670.000000 Penalty: 5442.717285
	Iteration 65Q: 3 clusters Score -7595670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -7595666.000000 Penalty: 5442.717285
	Iteration 66Q: 3 clusters Score -7595666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7595667.000000 Penalty: 5442.717285
	Iteration 67Q: 3 clusters Score -7595667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -7595657.000000 Penalty: 5442.717285
	Iteration 68Q: 3 clusters Score -7595657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7595656.000000 Penalty: 5442.717285
	Iteration 69Q: 3 clusters Score -7595656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7595656.000000 Penalty: 5442.717285
	Iteration 70F: 3 clusters Score -7595656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Entering Unmasked Estep 
Score: -4023683.000000 Penalty: 2563.525146
	Iteration 0F: 2 clusters Score -4023683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4002648.250000 Penalty: 5127.050293
	Iteration 0F: 3 clusters Score -4002648 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4010077.250000 Penalty: 5127.050293
	Iteration 1F: 3 clusters Score -4010077 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4010597.000000 Penalty: 5127.050293
	Iteration 2Q: 3 clusters Score -4010597 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4011083.500000 Penalty: 5127.050293
	Iteration 3Q: 3 clusters Score -4011084 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4011582.500000 Penalty: 5127.050293
	Iteration 4Q: 3 clusters Score -4011582 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4012217.250000 Penalty: 5127.050293
	Iteration 5Q: 3 clusters Score -4012217 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4012908.500000 Penalty: 5127.050293
	Iteration 6Q: 3 clusters Score -4012908 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4013859.500000 Penalty: 5127.050293
	Iteration 7F: 3 clusters Score -4013860 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4015012.000000 Penalty: 5127.050293
	Iteration 8F: 3 clusters Score -4015012 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4016419.500000 Penalty: 5127.050293
	Iteration 9F: 3 clusters Score -4016420 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -4017708.000000 Penalty: 5127.050293
	Iteration 10F: 3 clusters Score -4017708 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4018528.000000 Penalty: 5127.050293
	Iteration 11Q: 3 clusters Score -4018528 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4018882.250000 Penalty: 5127.050293
	Iteration 12Q: 3 clusters Score -4018882 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4019076.750000 Penalty: 5127.050293
	Iteration 13Q: 3 clusters Score -4019077 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4019200.000000 Penalty: 5127.050293
	Iteration 14Q: 3 clusters Score -4019200 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4019291.750000 Penalty: 5127.050293
	Iteration 15Q: 3 clusters Score -4019292 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4019414.750000 Penalty: 5127.050293
	Iteration 16Q: 3 clusters Score -4019415 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4019480.250000 Penalty: 5127.050293
	Iteration 17Q: 3 clusters Score -4019480 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4019555.000000 Penalty: 5127.050293
	Iteration 18Q: 3 clusters Score -4019555 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4019638.750000 Penalty: 5127.050293
	Iteration 19Q: 3 clusters Score -4019639 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4019721.500000 Penalty: 5127.050293
	Iteration 20F: 3 clusters Score -4019722 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4019791.000000 Penalty: 5127.050293
	Iteration 21Q: 3 clusters Score -4019791 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4019862.000000 Penalty: 5127.050293
	Iteration 22Q: 3 clusters Score -4019862 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4019938.000000 Penalty: 5127.050293
	Iteration 23Q: 3 clusters Score -4019938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4020016.500000 Penalty: 5127.050293
	Iteration 24Q: 3 clusters Score -4020016 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4020089.500000 Penalty: 5127.050293
	Iteration 25Q: 3 clusters Score -4020090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4020157.250000 Penalty: 5127.050293
	Iteration 26Q: 3 clusters Score -4020157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4020228.250000 Penalty: 5127.050293
	Iteration 27Q: 3 clusters Score -4020228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4020303.000000 Penalty: 5127.050293
	Iteration 28Q: 3 clusters Score -4020303 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4020396.500000 Penalty: 5127.050293
	Iteration 29Q: 3 clusters Score -4020396 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4020507.250000 Penalty: 5127.050293
	Iteration 30Q: 3 clusters Score -4020507 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4020605.750000 Penalty: 5127.050293
	Iteration 31Q: 3 clusters Score -4020606 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4020715.000000 Penalty: 5127.050293
	Iteration 32Q: 3 clusters Score -4020715 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4020814.500000 Penalty: 5127.050293
	Iteration 33Q: 3 clusters Score -4020814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4020914.500000 Penalty: 5127.050293
	Iteration 34Q: 3 clusters Score -4020914 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4021032.500000 Penalty: 5127.050293
	Iteration 35Q: 3 clusters Score -4021032 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4021134.500000 Penalty: 5127.050293
	Iteration 36Q: 3 clusters Score -4021134 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4021197.000000 Penalty: 5127.050293
	Iteration 37Q: 3 clusters Score -4021197 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4021259.000000 Penalty: 5127.050293
	Iteration 38Q: 3 clusters Score -4021259 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4021317.000000 Penalty: 5127.050293
	Iteration 39Q: 3 clusters Score -4021317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4021368.000000 Penalty: 5127.050293
	Iteration 40F: 3 clusters Score -4021368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4021410.000000 Penalty: 5127.050293
	Iteration 41Q: 3 clusters Score -4021410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4021443.000000 Penalty: 5127.050293
	Iteration 42Q: 3 clusters Score -4021443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4021476.500000 Penalty: 5127.050293
	Iteration 43Q: 3 clusters Score -4021476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4021508.000000 Penalty: 5127.050293
	Iteration 44Q: 3 clusters Score -4021508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4021529.000000 Penalty: 5127.050293
	Iteration 45Q: 3 clusters Score -4021529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4021553.250000 Penalty: 5127.050293
	Iteration 46Q: 3 clusters Score -4021553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4021589.750000 Penalty: 5127.050293
	Iteration 47Q: 3 clusters Score -4021590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4021600.000000 Penalty: 5127.050293
	Iteration 48Q: 3 clusters Score -4021600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4021618.000000 Penalty: 5127.050293
	Iteration 49Q: 3 clusters Score -4021618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4021636.500000 Penalty: 5127.050293
	Iteration 50Q: 3 clusters Score -4021636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4021645.750000 Penalty: 5127.050293
	Iteration 51Q: 3 clusters Score -4021646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4021661.500000 Penalty: 5127.050293
	Iteration 52Q: 3 clusters Score -4021662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4021672.250000 Penalty: 5127.050293
	Iteration 53Q: 3 clusters Score -4021672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4021675.750000 Penalty: 5127.050293
	Iteration 54Q: 3 clusters Score -4021676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4021680.500000 Penalty: 5127.050293
	Iteration 55Q: 3 clusters Score -4021680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4021682.750000 Penalty: 5127.050293
	Iteration 56Q: 3 clusters Score -4021683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4021686.250000 Penalty: 5127.050293
	Iteration 57Q: 3 clusters Score -4021686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4021687.500000 Penalty: 5127.050293
	Iteration 58Q: 3 clusters Score -4021688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4021686.250000 Penalty: 5127.050293
	Iteration 59Q: 3 clusters Score -4021686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4021691.500000 Penalty: 5127.050293
	Iteration 60F: 3 clusters Score -4021692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4021691.750000 Penalty: 5127.050293
	Iteration 61Q: 3 clusters Score -4021692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4021694.750000 Penalty: 5127.050293
	Iteration 62Q: 3 clusters Score -4021695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4021699.500000 Penalty: 5127.050293
	Iteration 63Q: 3 clusters Score -4021700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4021699.000000 Penalty: 5127.050293
	Iteration 64Q: 3 clusters Score -4021699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4021702.750000 Penalty: 5127.050293
	Iteration 65Q: 3 clusters Score -4021703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4021704.000000 Penalty: 5127.050293
	Iteration 66Q: 3 clusters Score -4021704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4021710.250000 Penalty: 5127.050293
	Iteration 67Q: 3 clusters Score -4021710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4021713.500000 Penalty: 5127.050293
	Iteration 68Q: 3 clusters Score -4021714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4021711.000000 Penalty: 5127.050293
	Iteration 69Q: 3 clusters Score -4021711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4021713.500000 Penalty: 5127.050293
	Iteration 70Q: 3 clusters Score -4021714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4021716.750000 Penalty: 5127.050293
	Iteration 71Q: 3 clusters Score -4021717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4021715.250000 Penalty: 5127.050293
	Iteration 72Q: 3 clusters Score -4021715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4021716.250000 Penalty: 5127.050293
	Iteration 73Q: 3 clusters Score -4021716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4021715.500000 Penalty: 5127.050293
	Iteration 74Q: 3 clusters Score -4021716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4021719.000000 Penalty: 5127.050293
	Iteration 75Q: 3 clusters Score -4021719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4021724.750000 Penalty: 5127.050293
	Iteration 76Q: 3 clusters Score -4021725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4021734.250000 Penalty: 5127.050293
	Iteration 77Q: 3 clusters Score -4021734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4021735.000000 Penalty: 5127.050293
	Iteration 78Q: 3 clusters Score -4021735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4021736.000000 Penalty: 5127.050293
	Iteration 79Q: 3 clusters Score -4021736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4021738.000000 Penalty: 5127.050293
	Iteration 80F: 3 clusters Score -4021738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4021733.250000 Penalty: 5127.050293
	Iteration 81Q: 3 clusters Score -4021733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4021737.000000 Penalty: 5127.050293
	Iteration 82Q: 3 clusters Score -4021737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4021741.500000 Penalty: 5127.050293
	Iteration 83Q: 3 clusters Score -4021742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4021743.250000 Penalty: 5127.050293
	Iteration 84Q: 3 clusters Score -4021743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4021747.250000 Penalty: 5127.050293
	Iteration 85Q: 3 clusters Score -4021747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4021747.250000 Penalty: 5127.050293
	Iteration 86Q: 3 clusters Score -4021747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4021751.750000 Penalty: 5127.050293
	Iteration 87Q: 3 clusters Score -4021752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4021753.500000 Penalty: 5127.050293
	Iteration 88Q: 3 clusters Score -4021754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4021752.250000 Penalty: 5127.050293
	Iteration 89Q: 3 clusters Score -4021752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4021752.750000 Penalty: 5127.050293
	Iteration 90Q: 3 clusters Score -4021753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4021757.250000 Penalty: 5127.050293
	Iteration 91Q: 3 clusters Score -4021757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4021758.250000 Penalty: 5127.050293
	Iteration 92Q: 3 clusters Score -4021758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4021763.500000 Penalty: 5127.050293
	Iteration 93Q: 3 clusters Score -4021764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4021763.750000 Penalty: 5127.050293
	Iteration 94Q: 3 clusters Score -4021764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4021763.750000 Penalty: 5127.050293
	Iteration 95F: 3 clusters Score -4021764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Entering Unmasked Estep 
Score: -1686913.375000 Penalty: 2361.657471
	Iteration 0F: 2 clusters Score -1686913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1676869.125000 Penalty: 4723.314941
	Iteration 0F: 3 clusters Score -1676869 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1680065.625000 Penalty: 4723.314941
	Iteration 1F: 3 clusters Score -1680066 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1680588.250000 Penalty: 4723.314941
	Iteration 2F: 3 clusters Score -1680588 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1681108.875000 Penalty: 4723.314941
	Iteration 3F: 3 clusters Score -1681109 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1681519.625000 Penalty: 4723.314941
	Iteration 4F: 3 clusters Score -1681520 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1681907.000000 Penalty: 4723.314941
	Iteration 5F: 3 clusters Score -1681907 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1682319.000000 Penalty: 4723.314941
	Iteration 6F: 3 clusters Score -1682319 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1682775.000000 Penalty: 4723.314941
	Iteration 7F: 3 clusters Score -1682775 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1683241.875000 Penalty: 4723.314941
	Iteration 8Q: 3 clusters Score -1683242 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1683711.125000 Penalty: 4723.314941
	Iteration 9Q: 3 clusters Score -1683711 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1684148.625000 Penalty: 4723.314941
	Iteration 10Q: 3 clusters Score -1684149 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1684507.250000 Penalty: 4723.314941
	Iteration 11Q: 3 clusters Score -1684507 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1684795.750000 Penalty: 4723.314941
	Iteration 12Q: 3 clusters Score -1684796 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1684995.500000 Penalty: 4723.314941
	Iteration 13Q: 3 clusters Score -1684996 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1685185.125000 Penalty: 4723.314941
	Iteration 14Q: 3 clusters Score -1685185 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1685345.750000 Penalty: 4723.314941
	Iteration 15Q: 3 clusters Score -1685346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1685451.250000 Penalty: 4723.314941
	Iteration 16Q: 3 clusters Score -1685451 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1685547.000000 Penalty: 4723.314941
	Iteration 17Q: 3 clusters Score -1685547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1685617.750000 Penalty: 4723.314941
	Iteration 18Q: 3 clusters Score -1685618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1685687.625000 Penalty: 4723.314941
	Iteration 19Q: 3 clusters Score -1685688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1685743.500000 Penalty: 4723.314941
	Iteration 20F: 3 clusters Score -1685744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1685790.375000 Penalty: 4723.314941
	Iteration 21Q: 3 clusters Score -1685790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1685821.250000 Penalty: 4723.314941
	Iteration 22Q: 3 clusters Score -1685821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1685852.625000 Penalty: 4723.314941
	Iteration 23Q: 3 clusters Score -1685853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1685873.125000 Penalty: 4723.314941
	Iteration 24Q: 3 clusters Score -1685873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1685882.750000 Penalty: 4723.314941
	Iteration 25Q: 3 clusters Score -1685883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1685893.750000 Penalty: 4723.314941
	Iteration 26Q: 3 clusters Score -1685894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1685902.750000 Penalty: 4723.314941
	Iteration 27Q: 3 clusters Score -1685903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1685907.500000 Penalty: 4723.314941
	Iteration 28Q: 3 clusters Score -1685908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1685911.000000 Penalty: 4723.314941
	Iteration 29Q: 3 clusters Score -1685911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1685909.500000 Penalty: 4723.314941
	Iteration 30Q: 3 clusters Score -1685910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1685914.375000 Penalty: 4723.314941
	Iteration 31Q: 3 clusters Score -1685914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1685915.375000 Penalty: 4723.314941
	Iteration 32Q: 3 clusters Score -1685915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1685917.750000 Penalty: 4723.314941
	Iteration 33Q: 3 clusters Score -1685918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1685917.500000 Penalty: 4723.314941
	Iteration 34Q: 3 clusters Score -1685918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1685919.625000 Penalty: 4723.314941
	Iteration 35Q: 3 clusters Score -1685920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1685921.125000 Penalty: 4723.314941
	Iteration 36Q: 3 clusters Score -1685921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1685921.375000 Penalty: 4723.314941
	Iteration 37Q: 3 clusters Score -1685921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1685922.000000 Penalty: 4723.314941
	Iteration 38Q: 3 clusters Score -1685922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1685921.625000 Penalty: 4723.314941
	Iteration 39Q: 3 clusters Score -1685922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1685921.625000 Penalty: 4723.314941
	Iteration 40F: 3 clusters Score -1685922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Entering Unmasked Estep 
Score: -4368089.500000 Penalty: 2584.629639
	Iteration 0F: 2 clusters Score -4368090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4345116.000000 Penalty: 5169.259277
	Iteration 0F: 3 clusters Score -4345116 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4353777.500000 Penalty: 5169.259277
	Iteration 1F: 3 clusters Score -4353778 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4354674.000000 Penalty: 5169.259277
	Iteration 2F: 3 clusters Score -4354674 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4355936.500000 Penalty: 5169.259277
	Iteration 3F: 3 clusters Score -4355936 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4357633.500000 Penalty: 5169.259277
	Iteration 4F: 3 clusters Score -4357634 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4359757.000000 Penalty: 5169.259277
	Iteration 5F: 3 clusters Score -4359757 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -4361913.000000 Penalty: 5169.259277
	Iteration 6F: 3 clusters Score -4361913 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4363658.000000 Penalty: 5169.259277
	Iteration 7Q: 3 clusters Score -4363658 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4364730.500000 Penalty: 5169.259277
	Iteration 8Q: 3 clusters Score -4364730 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4365237.000000 Penalty: 5169.259277
	Iteration 9Q: 3 clusters Score -4365237 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4365473.000000 Penalty: 5169.259277
	Iteration 10Q: 3 clusters Score -4365473 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4365569.500000 Penalty: 5169.259277
	Iteration 11Q: 3 clusters Score -4365570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4365638.500000 Penalty: 5169.259277
	Iteration 12Q: 3 clusters Score -4365638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4365674.500000 Penalty: 5169.259277
	Iteration 13Q: 3 clusters Score -4365674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4365699.500000 Penalty: 5169.259277
	Iteration 14Q: 3 clusters Score -4365700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4365717.500000 Penalty: 5169.259277
	Iteration 15Q: 3 clusters Score -4365718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4365747.500000 Penalty: 5169.259277
	Iteration 16Q: 3 clusters Score -4365748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4365760.000000 Penalty: 5169.259277
	Iteration 17Q: 3 clusters Score -4365760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4365766.000000 Penalty: 5169.259277
	Iteration 18Q: 3 clusters Score -4365766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4365792.000000 Penalty: 5169.259277
	Iteration 19Q: 3 clusters Score -4365792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4365798.000000 Penalty: 5169.259277
	Iteration 20F: 3 clusters Score -4365798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4365803.500000 Penalty: 5169.259277
	Iteration 21Q: 3 clusters Score -4365804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4365814.000000 Penalty: 5169.259277
	Iteration 22Q: 3 clusters Score -4365814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4365830.000000 Penalty: 5169.259277
	Iteration 23Q: 3 clusters Score -4365830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4365846.500000 Penalty: 5169.259277
	Iteration 24Q: 3 clusters Score -4365846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4365840.500000 Penalty: 5169.259277
	Iteration 25Q: 3 clusters Score -4365840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4365841.500000 Penalty: 5169.259277
	Iteration 26Q: 3 clusters Score -4365842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4365859.000000 Penalty: 5169.259277
	Iteration 27Q: 3 clusters Score -4365859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4365854.500000 Penalty: 5169.259277
	Iteration 28Q: 3 clusters Score -4365854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4365859.000000 Penalty: 5169.259277
	Iteration 29Q: 3 clusters Score -4365859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4365865.000000 Penalty: 5169.259277
	Iteration 30Q: 3 clusters Score -4365865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4365876.500000 Penalty: 5169.259277
	Iteration 31Q: 3 clusters Score -4365876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4365882.000000 Penalty: 5169.259277
	Iteration 32Q: 3 clusters Score -4365882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4365880.000000 Penalty: 5169.259277
	Iteration 33Q: 3 clusters Score -4365880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4365880.000000 Penalty: 5169.259277
	Iteration 34Q: 3 clusters Score -4365880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4365885.000000 Penalty: 5169.259277
	Iteration 35Q: 3 clusters Score -4365885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4365877.500000 Penalty: 5169.259277
	Iteration 36Q: 3 clusters Score -4365878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4365877.000000 Penalty: 5169.259277
	Iteration 37Q: 3 clusters Score -4365877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4365880.000000 Penalty: 5169.259277
	Iteration 38Q: 3 clusters Score -4365880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4365881.500000 Penalty: 5169.259277
	Iteration 39Q: 3 clusters Score -4365882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4365885.000000 Penalty: 5169.259277
	Iteration 40F: 3 clusters Score -4365885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4365886.500000 Penalty: 5169.259277
	Iteration 41Q: 3 clusters Score -4365886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4365885.500000 Penalty: 5169.259277
	Iteration 42Q: 3 clusters Score -4365886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4365888.500000 Penalty: 5169.259277
	Iteration 43Q: 3 clusters Score -4365888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4365885.500000 Penalty: 5169.259277
	Iteration 44Q: 3 clusters Score -4365886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4365890.000000 Penalty: 5169.259277
	Iteration 45Q: 3 clusters Score -4365890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4365890.000000 Penalty: 5169.259277
	Iteration 46F: 3 clusters Score -4365890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84046.101562 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84046.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84374.539062 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84374.54 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84645.695312 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84645.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85001.718750 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -85001.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85325.140625 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -85325.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -85534.773438 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85534.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85742.539062 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -85742.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86055.375000 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -86055.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86265.468750 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86265.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86351.250000 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86351.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86466.578125 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86466.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86715.523438 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86715.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86782.968750 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86782.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86786.773438 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -86786.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86842.820312 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -86842.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 16F: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173649 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167817 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174290 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174273 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33587 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 265 members 
Entering Unmasked Estep 
Score: -166436224.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166437056.000000 to -166436224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173649 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167817 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 174290 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174273 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186472 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33587 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 73383.539062
Iteration 359Q: 22 clusters Score -1.664371e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173642 members 
Mstep: Class 3 contains 170636 members 
Mstep: Class 4 contains 167815 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26120 members 
Mstep: Class 9 contains 174282 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174265 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186475 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33594 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437120.000000 Penalty: 73383.539062
Iteration 360F: 22 clusters Score -1.664371e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173645 members 
Mstep: Class 3 contains 170645 members 
Mstep: Class 4 contains 167816 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26123 members 
Mstep: Class 9 contains 174282 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174248 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186465 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33604 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437136.000000 Penalty: 73383.539062
Iteration 361Q: 22 clusters Score -1.664371e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173646 members 
Mstep: Class 3 contains 170652 members 
Mstep: Class 4 contains 167815 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 26127 members 
Mstep: Class 9 contains 174273 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174240 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186469 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33610 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437136.000000 Penalty: 73383.539062
Iteration 362Q: 22 clusters Score -1.664371e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173633 members 
Mstep: Class 3 contains 170652 members 
Mstep: Class 4 contains 167808 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26123 members 
Mstep: Class 9 contains 174275 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174240 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186482 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33619 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 363Q: 22 clusters Score -1.664372e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173629 members 
Mstep: Class 3 contains 170649 members 
Mstep: Class 4 contains 167798 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26120 members 
Mstep: Class 9 contains 174280 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174236 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186494 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33629 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 364Q: 22 clusters Score -1.664372e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173632 members 
Mstep: Class 3 contains 170654 members 
Mstep: Class 4 contains 167788 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26121 members 
Mstep: Class 9 contains 174281 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174228 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186497 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33636 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 73383.539062
Iteration 365Q: 22 clusters Score -1.664372e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173632 members 
Mstep: Class 3 contains 170654 members 
Mstep: Class 4 contains 167777 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69174 members 
Mstep: Class 8 contains 26125 members 
Mstep: Class 9 contains 174287 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174221 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186499 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33645 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 366Q: 22 clusters Score -1.664372e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173632 members 
Mstep: Class 3 contains 170654 members 
Mstep: Class 4 contains 167779 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69172 members 
Mstep: Class 8 contains 26128 members 
Mstep: Class 9 contains 174286 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174212 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186501 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33650 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 367Q: 22 clusters Score -1.664372e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173625 members 
Mstep: Class 3 contains 170658 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69169 members 
Mstep: Class 8 contains 26130 members 
Mstep: Class 9 contains 174296 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174206 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186501 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33658 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 73383.539062
Iteration 368Q: 22 clusters Score -1.664372e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173622 members 
Mstep: Class 3 contains 170656 members 
Mstep: Class 4 contains 167768 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69171 members 
Mstep: Class 8 contains 26137 members 
Mstep: Class 9 contains 174303 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174197 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186497 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33663 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 369Q: 22 clusters Score -1.664373e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173602 members 
Mstep: Class 3 contains 170653 members 
Mstep: Class 4 contains 167770 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69172 members 
Mstep: Class 8 contains 26141 members 
Mstep: Class 9 contains 174313 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174196 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186491 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33674 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 370Q: 22 clusters Score -1.664374e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173589 members 
Mstep: Class 3 contains 170655 members 
Mstep: Class 4 contains 167765 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69174 members 
Mstep: Class 8 contains 26145 members 
Mstep: Class 9 contains 174313 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174201 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186480 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33683 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 371Q: 22 clusters Score -1.664374e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173576 members 
Mstep: Class 3 contains 170652 members 
Mstep: Class 4 contains 167769 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69174 members 
Mstep: Class 8 contains 26147 members 
Mstep: Class 9 contains 174312 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174197 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186480 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30856 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33697 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 372Q: 22 clusters Score -1.664374e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173568 members 
Mstep: Class 3 contains 170653 members 
Mstep: Class 4 contains 167765 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69174 members 
Mstep: Class 8 contains 26148 members 
Mstep: Class 9 contains 174318 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174192 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 186480 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30857 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33708 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 373Q: 22 clusters Score -1.664373e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173570 members 
Mstep: Class 3 contains 170655 members 
Mstep: Class 4 contains 167753 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69173 members 
Mstep: Class 8 contains 26149 members 
Mstep: Class 9 contains 174320 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174183 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186488 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33720 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 374Q: 22 clusters Score -1.664374e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173554 members 
Mstep: Class 3 contains 170654 members 
Mstep: Class 4 contains 167745 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69173 members 
Mstep: Class 8 contains 26153 members 
Mstep: Class 9 contains 174331 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174175 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186498 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33733 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 375Q: 22 clusters Score -1.664373e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173557 members 
Mstep: Class 3 contains 170653 members 
Mstep: Class 4 contains 167734 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 26160 members 
Mstep: Class 9 contains 174324 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174166 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186505 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33745 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 376Q: 22 clusters Score -1.664374e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173544 members 
Mstep: Class 3 contains 170650 members 
Mstep: Class 4 contains 167739 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26160 members 
Mstep: Class 9 contains 174333 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174155 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186507 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 30846 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33756 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 377Q: 22 clusters Score -1.664374e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173537 members 
Mstep: Class 3 contains 170646 members 
Mstep: Class 4 contains 167740 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 26159 members 
Mstep: Class 9 contains 174336 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174159 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186507 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 33762 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 378Q: 22 clusters Score -1.664373e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173529 members 
Mstep: Class 3 contains 170647 members 
Mstep: Class 4 contains 167743 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69177 members 
Mstep: Class 8 contains 26159 members 
Mstep: Class 9 contains 174339 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174156 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186513 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 33767 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 379Q: 22 clusters Score -1.664373e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173521 members 
Mstep: Class 3 contains 170652 members 
Mstep: Class 4 contains 167744 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26161 members 
Mstep: Class 9 contains 174335 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174158 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186511 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8272 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 33772 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 380F: 22 clusters Score -1.664373e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173518 members 
Mstep: Class 3 contains 170652 members 
Mstep: Class 4 contains 167735 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69179 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174340 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174150 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186513 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 33777 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 381Q: 22 clusters Score -1.664374e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173521 members 
Mstep: Class 3 contains 170646 members 
Mstep: Class 4 contains 167732 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174344 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174153 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186517 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 58277 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 33779 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 382Q: 22 clusters Score -1.664373e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173533 members 
Mstep: Class 3 contains 170646 members 
Mstep: Class 4 contains 167734 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174151 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186516 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 30830 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 33778 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 383Q: 22 clusters Score -1.664374e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173549 members 
Mstep: Class 3 contains 170644 members 
Mstep: Class 4 contains 167730 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69184 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174339 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186517 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33780 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 384Q: 22 clusters Score -1.664374e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173557 members 
Mstep: Class 3 contains 170645 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174339 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174154 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 73383.539062
Iteration 385Q: 22 clusters Score -1.664374e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173562 members 
Mstep: Class 3 contains 170646 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69184 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174336 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174155 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58268 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 386Q: 22 clusters Score -1.664374e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173560 members 
Mstep: Class 3 contains 170645 members 
Mstep: Class 4 contains 167713 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174334 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174159 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186519 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33782 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 387Q: 22 clusters Score -1.664374e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173565 members 
Mstep: Class 3 contains 170642 members 
Mstep: Class 4 contains 167711 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174334 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174161 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186515 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58268 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13669 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 73383.539062
Iteration 388Q: 22 clusters Score -1.664374e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173568 members 
Mstep: Class 3 contains 170641 members 
Mstep: Class 4 contains 167710 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174334 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174164 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186513 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58268 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 389Q: 22 clusters Score -1.664374e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173573 members 
Mstep: Class 3 contains 170642 members 
Mstep: Class 4 contains 167708 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 174331 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174163 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186512 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 390Q: 22 clusters Score -1.664374e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173575 members 
Mstep: Class 3 contains 170642 members 
Mstep: Class 4 contains 167710 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26162 members 
Mstep: Class 9 contains 174329 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174163 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186510 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58270 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 391Q: 22 clusters Score -1.664373e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173579 members 
Mstep: Class 3 contains 170642 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26162 members 
Mstep: Class 9 contains 174330 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174165 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186507 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 30827 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 392Q: 22 clusters Score -1.664374e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173580 members 
Mstep: Class 3 contains 170642 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174331 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174169 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186502 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 73383.539062
Iteration 393Q: 22 clusters Score -1.664373e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173581 members 
Mstep: Class 3 contains 170640 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174336 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174169 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186500 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 394Q: 22 clusters Score -1.664373e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170636 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174343 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174166 members 
Mstep: Class 13 contains 19946 members 
Mstep: Class 14 contains 186499 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58270 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 395Q: 22 clusters Score -1.664374e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170632 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174348 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174167 members 
Mstep: Class 13 contains 19947 members 
Mstep: Class 14 contains 186496 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58270 members 
Mstep: Class 18 contains 30824 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33782 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 396Q: 22 clusters Score -1.664374e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173582 members 
Mstep: Class 3 contains 170631 members 
Mstep: Class 4 contains 167708 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174168 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186491 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 30823 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 397Q: 22 clusters Score -1.664374e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173585 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174350 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174166 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186489 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 30821 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33786 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 398Q: 22 clusters Score -1.664374e+08 nChanged 28
Entering ConstructFrom: 
Score: -166437376.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113765.039062 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113765 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114206.101562 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114206.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114479.695312 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114479.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114916.218750 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114916.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115728.265625 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -115728.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116088.695312 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -116088.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116144.687500 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -116144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116169.007812 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -116169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116191.539062 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -116191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116213.882812 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -116213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116227.687500 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -116227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116230.179688 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -116230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116232.039062 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -116232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116234.765625 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -116234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116235.656250 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -116235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116237.945312 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -116237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116238.328125 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -116238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116238.328125 Penalty: 3464.878418
	Iteration 17F: 3 clusters Score -116238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174173 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186483 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 428 members 
Entering Unmasked Estep 
Score: -166436080.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166437376.000000 to -166436080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173584 members 
Entering Unmasked Estep 
Score: -22513732.000000 Penalty: 2991.975342
	Iteration 0F: 2 clusters Score -2.251373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -22400346.000000 Penalty: 5983.950684
	Iteration 0F: 3 clusters Score -2.240035e+07 nChanged 83286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -22449404.000000 Penalty: 5983.950684
	Iteration 1F: 3 clusters Score -2.24494e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -22450356.000000 Penalty: 5983.950684
	Iteration 2Q: 3 clusters Score -2.245036e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -22451556.000000 Penalty: 5983.950684
	Iteration 3Q: 3 clusters Score -2.245156e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -22452766.000000 Penalty: 5983.950684
	Iteration 4Q: 3 clusters Score -2.245277e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -22454388.000000 Penalty: 5983.950684
	Iteration 5Q: 3 clusters Score -2.245439e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -22456842.000000 Penalty: 5983.950684
	Iteration 6Q: 3 clusters Score -2.245684e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -22460438.000000 Penalty: 5983.950684
	Iteration 7Q: 3 clusters Score -2.246044e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -22466048.000000 Penalty: 5983.950684
	Iteration 8F: 3 clusters Score -2.246605e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -22474138.000000 Penalty: 5983.950684
	Iteration 9F: 3 clusters Score -2.247414e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -22482240.000000 Penalty: 5983.950684
	Iteration 10F: 3 clusters Score -2.248224e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -22488692.000000 Penalty: 5983.950684
	Iteration 11F: 3 clusters Score -2.248869e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -22492368.000000 Penalty: 5983.950684
	Iteration 12Q: 3 clusters Score -2.249237e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127664 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -22494116.000000 Penalty: 5983.950684
	Iteration 13Q: 3 clusters Score -2.249412e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -22495396.000000 Penalty: 5983.950684
	Iteration 14Q: 3 clusters Score -2.24954e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -22496534.000000 Penalty: 5983.950684
	Iteration 15Q: 3 clusters Score -2.249653e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -22497466.000000 Penalty: 5983.950684
	Iteration 16Q: 3 clusters Score -2.249747e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -22498468.000000 Penalty: 5983.950684
	Iteration 17Q: 3 clusters Score -2.249847e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -22499568.000000 Penalty: 5983.950684
	Iteration 18Q: 3 clusters Score -2.249957e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143454 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -22500766.000000 Penalty: 5983.950684
	Iteration 19Q: 3 clusters Score -2.250077e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -22502000.000000 Penalty: 5983.950684
	Iteration 20F: 3 clusters Score -2.2502e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -22503114.000000 Penalty: 5983.950684
	Iteration 21Q: 3 clusters Score -2.250311e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -22504076.000000 Penalty: 5983.950684
	Iteration 22Q: 3 clusters Score -2.250408e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -22505108.000000 Penalty: 5983.950684
	Iteration 23Q: 3 clusters Score -2.250511e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -22505942.000000 Penalty: 5983.950684
	Iteration 24Q: 3 clusters Score -2.250594e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -22506850.000000 Penalty: 5983.950684
	Iteration 25Q: 3 clusters Score -2.250685e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160130 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -22507604.000000 Penalty: 5983.950684
	Iteration 26Q: 3 clusters Score -2.25076e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161946 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -22508398.000000 Penalty: 5983.950684
	Iteration 27Q: 3 clusters Score -2.25084e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -22509200.000000 Penalty: 5983.950684
	Iteration 28Q: 3 clusters Score -2.25092e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165044 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -22509854.000000 Penalty: 5983.950684
	Iteration 29Q: 3 clusters Score -2.250985e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -22510316.000000 Penalty: 5983.950684
	Iteration 30Q: 3 clusters Score -2.251032e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -22510668.000000 Penalty: 5983.950684
	Iteration 31Q: 3 clusters Score -2.251067e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -22510982.000000 Penalty: 5983.950684
	Iteration 32Q: 3 clusters Score -2.251098e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22511120.000000 Penalty: 5983.950684
	Iteration 33Q: 3 clusters Score -2.251112e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -22511210.000000 Penalty: 5983.950684
	Iteration 34Q: 3 clusters Score -2.251121e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -22511258.000000 Penalty: 5983.950684
	Iteration 35Q: 3 clusters Score -2.251126e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22511378.000000 Penalty: 5983.950684
	Iteration 36Q: 3 clusters Score -2.251138e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170869 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22511398.000000 Penalty: 5983.950684
	Iteration 37Q: 3 clusters Score -2.25114e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22511402.000000 Penalty: 5983.950684
	Iteration 38Q: 3 clusters Score -2.25114e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22511448.000000 Penalty: 5983.950684
	Iteration 39Q: 3 clusters Score -2.251145e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22511496.000000 Penalty: 5983.950684
	Iteration 40F: 3 clusters Score -2.25115e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22511542.000000 Penalty: 5983.950684
	Iteration 41Q: 3 clusters Score -2.251154e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22511562.000000 Penalty: 5983.950684
	Iteration 42Q: 3 clusters Score -2.251156e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22511550.000000 Penalty: 5983.950684
	Iteration 43Q: 3 clusters Score -2.251155e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171882 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22511562.000000 Penalty: 5983.950684
	Iteration 44Q: 3 clusters Score -2.251156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22511556.000000 Penalty: 5983.950684
	Iteration 45Q: 3 clusters Score -2.251156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172001 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22511548.000000 Penalty: 5983.950684
	Iteration 46Q: 3 clusters Score -2.251155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172037 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22511570.000000 Penalty: 5983.950684
	Iteration 47Q: 3 clusters Score -2.251157e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22511546.000000 Penalty: 5983.950684
	Iteration 48Q: 3 clusters Score -2.251155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172097 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22511550.000000 Penalty: 5983.950684
	Iteration 49Q: 3 clusters Score -2.251155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22511566.000000 Penalty: 5983.950684
	Iteration 50Q: 3 clusters Score -2.251157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172139 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22511566.000000 Penalty: 5983.950684
	Iteration 51Q: 3 clusters Score -2.251157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22511564.000000 Penalty: 5983.950684
	Iteration 52Q: 3 clusters Score -2.251156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22511578.000000 Penalty: 5983.950684
	Iteration 53Q: 3 clusters Score -2.251158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172163 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22511580.000000 Penalty: 5983.950684
	Iteration 54Q: 3 clusters Score -2.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22511576.000000 Penalty: 5983.950684
	Iteration 55Q: 3 clusters Score -2.251158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22511564.000000 Penalty: 5983.950684
	Iteration 56Q: 3 clusters Score -2.251156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22511564.000000 Penalty: 5983.950684
	Iteration 57F: 3 clusters Score -2.251156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Entering Unmasked Estep 
Score: -22133162.000000 Penalty: 2987.717285
	Iteration 0F: 2 clusters Score -2.213316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -22022258.000000 Penalty: 5975.434570
	Iteration 0F: 3 clusters Score -2.202226e+07 nChanged 81868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -22070478.000000 Penalty: 5975.434570
	Iteration 1F: 3 clusters Score -2.207048e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -22072718.000000 Penalty: 5975.434570
	Iteration 2Q: 3 clusters Score -2.207272e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -22076764.000000 Penalty: 5975.434570
	Iteration 3F: 3 clusters Score -2.207676e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 120562 members 
Entering Unmasked Estep 
Score: -22084360.000000 Penalty: 5975.434570
	Iteration 4F: 3 clusters Score -2.208436e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
Score: -22097164.000000 Penalty: 5975.434570
	Iteration 5F: 3 clusters Score -2.209716e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -22112636.000000 Penalty: 5975.434570
	Iteration 6F: 3 clusters Score -2.211264e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -22124244.000000 Penalty: 5975.434570
	Iteration 7F: 3 clusters Score -2.212424e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -22128698.000000 Penalty: 5975.434570
	Iteration 8Q: 3 clusters Score -2.21287e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170084 members 
Entering Unmasked Estep 
Score: -22129960.000000 Penalty: 5975.434570
	Iteration 9Q: 3 clusters Score -2.212996e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -22130300.000000 Penalty: 5975.434570
	Iteration 10Q: 3 clusters Score -2.21303e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -22130410.000000 Penalty: 5975.434570
	Iteration 11Q: 3 clusters Score -2.213041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170453 members 
Entering Unmasked Estep 
Score: -22130452.000000 Penalty: 5975.434570
	Iteration 12Q: 3 clusters Score -2.213045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -22130456.000000 Penalty: 5975.434570
	Iteration 13Q: 3 clusters Score -2.213046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -22130476.000000 Penalty: 5975.434570
	Iteration 14Q: 3 clusters Score -2.213048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -22130486.000000 Penalty: 5975.434570
	Iteration 15Q: 3 clusters Score -2.213049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -22130498.000000 Penalty: 5975.434570
	Iteration 16Q: 3 clusters Score -2.21305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
Score: -22130500.000000 Penalty: 5975.434570
	Iteration 17Q: 3 clusters Score -2.21305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
Score: -22130500.000000 Penalty: 5975.434570
	Iteration 18F: 3 clusters Score -2.21305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -22130502.000000 Penalty: 5975.434570
	Iteration 19Q: 3 clusters Score -2.21305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -22130502.000000 Penalty: 5975.434570
	Iteration 20F: 3 clusters Score -2.21305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Entering Unmasked Estep 
Score: -21528136.000000 Penalty: 2983.430420
	Iteration 0F: 2 clusters Score -2.152814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -21417598.000000 Penalty: 5966.860840
	Iteration 0F: 3 clusters Score -2.14176e+07 nChanged 80466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -21464494.000000 Penalty: 5966.860840
	Iteration 1F: 3 clusters Score -2.146449e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -21465252.000000 Penalty: 5966.860840
	Iteration 2Q: 3 clusters Score -2.146525e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -21466002.000000 Penalty: 5966.860840
	Iteration 3Q: 3 clusters Score -2.1466e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -21467004.000000 Penalty: 5966.860840
	Iteration 4Q: 3 clusters Score -2.1467e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -21468576.000000 Penalty: 5966.860840
	Iteration 5Q: 3 clusters Score -2.146858e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -21470982.000000 Penalty: 5966.860840
	Iteration 6Q: 3 clusters Score -2.147098e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -21474714.000000 Penalty: 5966.860840
	Iteration 7Q: 3 clusters Score -2.147471e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -21481088.000000 Penalty: 5966.860840
	Iteration 8F: 3 clusters Score -2.148109e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -21490444.000000 Penalty: 5966.860840
	Iteration 9F: 3 clusters Score -2.149044e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -21500936.000000 Penalty: 5966.860840
	Iteration 10F: 3 clusters Score -2.150094e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -21509550.000000 Penalty: 5966.860840
	Iteration 11F: 3 clusters Score -2.150955e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 150344 members 
Entering Unmasked Estep 
Score: -21515174.000000 Penalty: 5966.860840
	Iteration 12Q: 3 clusters Score -2.151517e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -21518588.000000 Penalty: 5966.860840
	Iteration 13Q: 3 clusters Score -2.151859e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -21520612.000000 Penalty: 5966.860840
	Iteration 14Q: 3 clusters Score -2.152061e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -21521960.000000 Penalty: 5966.860840
	Iteration 15Q: 3 clusters Score -2.152196e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -21522974.000000 Penalty: 5966.860840
	Iteration 16Q: 3 clusters Score -2.152297e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 162846 members 
Entering Unmasked Estep 
Score: -21523710.000000 Penalty: 5966.860840
	Iteration 17Q: 3 clusters Score -2.152371e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -21524194.000000 Penalty: 5966.860840
	Iteration 18Q: 3 clusters Score -2.152419e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 164665 members 
Entering Unmasked Estep 
Score: -21524582.000000 Penalty: 5966.860840
	Iteration 19Q: 3 clusters Score -2.152458e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -21524880.000000 Penalty: 5966.860840
	Iteration 20F: 3 clusters Score -2.152488e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -21525052.000000 Penalty: 5966.860840
	Iteration 21Q: 3 clusters Score -2.152505e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 165950 members 
Entering Unmasked Estep 
Score: -21525146.000000 Penalty: 5966.860840
	Iteration 22Q: 3 clusters Score -2.152515e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -21525214.000000 Penalty: 5966.860840
	Iteration 23Q: 3 clusters Score -2.152521e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -21525286.000000 Penalty: 5966.860840
	Iteration 24Q: 3 clusters Score -2.152529e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -21525368.000000 Penalty: 5966.860840
	Iteration 25Q: 3 clusters Score -2.152537e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -21525424.000000 Penalty: 5966.860840
	Iteration 26Q: 3 clusters Score -2.152542e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -21525476.000000 Penalty: 5966.860840
	Iteration 27Q: 3 clusters Score -2.152548e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -21525538.000000 Penalty: 5966.860840
	Iteration 28Q: 3 clusters Score -2.152554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -21525566.000000 Penalty: 5966.860840
	Iteration 29Q: 3 clusters Score -2.152557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 166799 members 
Entering Unmasked Estep 
Score: -21525544.000000 Penalty: 5966.860840
	Iteration 30Q: 3 clusters Score -2.152554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -21525556.000000 Penalty: 5966.860840
	Iteration 31Q: 3 clusters Score -2.152556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -21525566.000000 Penalty: 5966.860840
	Iteration 32Q: 3 clusters Score -2.152557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -21525568.000000 Penalty: 5966.860840
	Iteration 33Q: 3 clusters Score -2.152557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -21525572.000000 Penalty: 5966.860840
	Iteration 34Q: 3 clusters Score -2.152557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 166905 members 
Entering Unmasked Estep 
Score: -21525598.000000 Penalty: 5966.860840
	Iteration 35Q: 3 clusters Score -2.15256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -21525618.000000 Penalty: 5966.860840
	Iteration 36Q: 3 clusters Score -2.152562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -21525616.000000 Penalty: 5966.860840
	Iteration 37Q: 3 clusters Score -2.152562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -21525652.000000 Penalty: 5966.860840
	Iteration 38Q: 3 clusters Score -2.152565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -21525664.000000 Penalty: 5966.860840
	Iteration 39Q: 3 clusters Score -2.152566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -21525664.000000 Penalty: 5966.860840
	Iteration 40F: 3 clusters Score -2.152566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -21525660.000000 Penalty: 5966.860840
	Iteration 41Q: 3 clusters Score -2.152566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -21525662.000000 Penalty: 5966.860840
	Iteration 42Q: 3 clusters Score -2.152566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -21525676.000000 Penalty: 5966.860840
	Iteration 43Q: 3 clusters Score -2.152568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -21525662.000000 Penalty: 5966.860840
	Iteration 44Q: 3 clusters Score -2.152566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 167004 members 
Entering Unmasked Estep 
Score: -21525656.000000 Penalty: 5966.860840
	Iteration 45Q: 3 clusters Score -2.152566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -21525664.000000 Penalty: 5966.860840
	Iteration 46Q: 3 clusters Score -2.152566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -21525656.000000 Penalty: 5966.860840
	Iteration 47Q: 3 clusters Score -2.152566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 167012 members 
Entering Unmasked Estep 
Score: -21525668.000000 Penalty: 5966.860840
	Iteration 48Q: 3 clusters Score -2.152567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -21525648.000000 Penalty: 5966.860840
	Iteration 49Q: 3 clusters Score -2.152565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -21525652.000000 Penalty: 5966.860840
	Iteration 50Q: 3 clusters Score -2.152565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 167017 members 
Entering Unmasked Estep 
Score: -21525658.000000 Penalty: 5966.860840
	Iteration 51Q: 3 clusters Score -2.152566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 167017 members 
Entering Unmasked Estep 
Score: -21525656.000000 Penalty: 5966.860840
	Iteration 52Q: 3 clusters Score -2.152566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 167020 members 
Entering Unmasked Estep 
Score: -21525646.000000 Penalty: 5966.860840
	Iteration 53Q: 3 clusters Score -2.152565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -21525656.000000 Penalty: 5966.860840
	Iteration 54Q: 3 clusters Score -2.152566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -21525652.000000 Penalty: 5966.860840
	Iteration 55Q: 3 clusters Score -2.152565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -21525674.000000 Penalty: 5966.860840
	Iteration 56Q: 3 clusters Score -2.152567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -21525664.000000 Penalty: 5966.860840
	Iteration 57Q: 3 clusters Score -2.152566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -21525672.000000 Penalty: 5966.860840
	Iteration 58Q: 3 clusters Score -2.152567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -21525672.000000 Penalty: 5966.860840
	Iteration 59F: 3 clusters Score -2.152567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -146582.515625 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -146582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144503.953125 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -144504 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -144845.656250 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -144845.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144970.718750 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -144970.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145059.281250 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145059.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -145147.890625 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145147.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145260.843750 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145260.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145354.812500 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145354.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145451.203125 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145451.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145506.187500 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145535.484375 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145561.453125 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -145561.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145587.187500 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -145587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145614.984375 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -145615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145647.500000 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -145647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145663.515625 Penalty: 3524.876465
	Iteration 14Q: 3 clusters Score -145663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145679.843750 Penalty: 3524.876465
	Iteration 15Q: 3 clusters Score -145679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145724.265625 Penalty: 3524.876465
	Iteration 16Q: 3 clusters Score -145724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145744.812500 Penalty: 3524.876465
	Iteration 17Q: 3 clusters Score -145744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145762.140625 Penalty: 3524.876465
	Iteration 18Q: 3 clusters Score -145762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145781.453125 Penalty: 3524.876465
	Iteration 19Q: 3 clusters Score -145781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145786.171875 Penalty: 3524.876465
	Iteration 20F: 3 clusters Score -145786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145802.171875 Penalty: 3524.876465
	Iteration 21Q: 3 clusters Score -145802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145810.031250 Penalty: 3524.876465
	Iteration 22Q: 3 clusters Score -145810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145824.812500 Penalty: 3524.876465
	Iteration 23Q: 3 clusters Score -145824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145844.671875 Penalty: 3524.876465
	Iteration 24Q: 3 clusters Score -145844.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145853.984375 Penalty: 3524.876465
	Iteration 25Q: 3 clusters Score -145854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145863.046875 Penalty: 3524.876465
	Iteration 26Q: 3 clusters Score -145863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145868.843750 Penalty: 3524.876465
	Iteration 27Q: 3 clusters Score -145868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145872.062500 Penalty: 3524.876465
	Iteration 28Q: 3 clusters Score -145872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145873.343750 Penalty: 3524.876465
	Iteration 29Q: 3 clusters Score -145873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145874.828125 Penalty: 3524.876465
	Iteration 30Q: 3 clusters Score -145874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145875.765625 Penalty: 3524.876465
	Iteration 31Q: 3 clusters Score -145875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145877.875000 Penalty: 3524.876465
	Iteration 32Q: 3 clusters Score -145877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145879.687500 Penalty: 3524.876465
	Iteration 33Q: 3 clusters Score -145879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145880.546875 Penalty: 3524.876465
	Iteration 34Q: 3 clusters Score -145880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145881.578125 Penalty: 3524.876465
	Iteration 35Q: 3 clusters Score -145881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145882.640625 Penalty: 3524.876465
	Iteration 36Q: 3 clusters Score -145882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145883.125000 Penalty: 3524.876465
	Iteration 37Q: 3 clusters Score -145883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145885.265625 Penalty: 3524.876465
	Iteration 38Q: 3 clusters Score -145885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145887.031250 Penalty: 3524.876465
	Iteration 39Q: 3 clusters Score -145887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145888.921875 Penalty: 3524.876465
	Iteration 40F: 3 clusters Score -145888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145891.156250 Penalty: 3524.876465
	Iteration 41Q: 3 clusters Score -145891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145895.312500 Penalty: 3524.876465
	Iteration 42Q: 3 clusters Score -145895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145900.734375 Penalty: 3524.876465
	Iteration 43Q: 3 clusters Score -145900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145903.453125 Penalty: 3524.876465
	Iteration 44Q: 3 clusters Score -145903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145905.546875 Penalty: 3524.876465
	Iteration 45Q: 3 clusters Score -145905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145906.359375 Penalty: 3524.876465
	Iteration 46Q: 3 clusters Score -145906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145907.265625 Penalty: 3524.876465
	Iteration 47Q: 3 clusters Score -145907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145907.875000 Penalty: 3524.876465
	Iteration 48Q: 3 clusters Score -145907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145907.875000 Penalty: 3524.876465
	Iteration 49F: 3 clusters Score -145907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60462.054688 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60462.05 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60835.605469 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60835.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61051.945312 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61051.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61164.882812 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -61164.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61229.976562 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61229.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61266.359375 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61266.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61276.136719 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61276.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61281.773438 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -61281.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61283.671875 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61283.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61296.429688 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61296.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61310.660156 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -61310.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61335.015625 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -61335.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61374.078125 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -61374.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61419.292969 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -61419.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61465.886719 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -61465.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61483.574219 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -61483.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61508.625000 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -61508.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61514.570312 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -61514.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61529.101562 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -61529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61540.355469 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -61540.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61543.851562 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -61543.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61569.457031 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -61569.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61582.609375 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -61582.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61591.625000 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -61591.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61613.949219 Penalty: 3197.863525
	Iteration 24Q: 3 clusters Score -61613.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61640.195312 Penalty: 3197.863525
	Iteration 25Q: 3 clusters Score -61640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61659.140625 Penalty: 3197.863525
	Iteration 26Q: 3 clusters Score -61659.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61664.589844 Penalty: 3197.863525
	Iteration 27Q: 3 clusters Score -61664.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61672.609375 Penalty: 3197.863525
	Iteration 28Q: 3 clusters Score -61672.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61685.976562 Penalty: 3197.863525
	Iteration 29Q: 3 clusters Score -61685.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61695.515625 Penalty: 3197.863525
	Iteration 30Q: 3 clusters Score -61695.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61727.500000 Penalty: 3197.863525
	Iteration 31Q: 3 clusters Score -61727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61764.074219 Penalty: 3197.863525
	Iteration 32Q: 3 clusters Score -61764.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61804.890625 Penalty: 3197.863525
	Iteration 33Q: 3 clusters Score -61804.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61833.265625 Penalty: 3197.863525
	Iteration 34Q: 3 clusters Score -61833.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61847.500000 Penalty: 3197.863525
	Iteration 35Q: 3 clusters Score -61847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61867.816406 Penalty: 3197.863525
	Iteration 36Q: 3 clusters Score -61867.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61875.031250 Penalty: 3197.863525
	Iteration 37Q: 3 clusters Score -61875.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61881.531250 Penalty: 3197.863525
	Iteration 38Q: 3 clusters Score -61881.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61887.730469 Penalty: 3197.863525
	Iteration 39Q: 3 clusters Score -61887.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61893.968750 Penalty: 3197.863525
	Iteration 40F: 3 clusters Score -61893.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61913.757812 Penalty: 3197.863525
	Iteration 41Q: 3 clusters Score -61913.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61913.757812 Penalty: 3197.863525
	Iteration 42F: 3 clusters Score -61913.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Entering Unmasked Estep 
Score: -8653851.000000 Penalty: 2763.853027
	Iteration 0F: 2 clusters Score -8653851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8607299.000000 Penalty: 5527.706055
	Iteration 0F: 3 clusters Score -8607299 nChanged 32411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -8625588.000000 Penalty: 5527.706055
	Iteration 1F: 3 clusters Score -8625588 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -8626276.000000 Penalty: 5527.706055
	Iteration 2Q: 3 clusters Score -8626276 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8626860.000000 Penalty: 5527.706055
	Iteration 3Q: 3 clusters Score -8626860 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8627433.000000 Penalty: 5527.706055
	Iteration 4Q: 3 clusters Score -8627433 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -8628160.000000 Penalty: 5527.706055
	Iteration 5Q: 3 clusters Score -8628160 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8629015.000000 Penalty: 5527.706055
	Iteration 6Q: 3 clusters Score -8629015 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -8630067.000000 Penalty: 5527.706055
	Iteration 7Q: 3 clusters Score -8630067 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8631637.000000 Penalty: 5527.706055
	Iteration 8Q: 3 clusters Score -8631637 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8633856.000000 Penalty: 5527.706055
	Iteration 9F: 3 clusters Score -8633856 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -8636810.000000 Penalty: 5527.706055
	Iteration 10F: 3 clusters Score -8636810 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -8640095.000000 Penalty: 5527.706055
	Iteration 11F: 3 clusters Score -8640095 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -8643218.000000 Penalty: 5527.706055
	Iteration 12F: 3 clusters Score -8643218 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -8645503.000000 Penalty: 5527.706055
	Iteration 13Q: 3 clusters Score -8645503 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -8647056.000000 Penalty: 5527.706055
	Iteration 14Q: 3 clusters Score -8647056 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8648186.000000 Penalty: 5527.706055
	Iteration 15Q: 3 clusters Score -8648186 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8649046.000000 Penalty: 5527.706055
	Iteration 16Q: 3 clusters Score -8649046 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8649676.000000 Penalty: 5527.706055
	Iteration 17Q: 3 clusters Score -8649676 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -8650147.000000 Penalty: 5527.706055
	Iteration 18Q: 3 clusters Score -8650147 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -8650566.000000 Penalty: 5527.706055
	Iteration 19Q: 3 clusters Score -8650566 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -8650863.000000 Penalty: 5527.706055
	Iteration 20F: 3 clusters Score -8650863 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -8651071.000000 Penalty: 5527.706055
	Iteration 21Q: 3 clusters Score -8651071 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -8651230.000000 Penalty: 5527.706055
	Iteration 22Q: 3 clusters Score -8651230 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -8651388.000000 Penalty: 5527.706055
	Iteration 23Q: 3 clusters Score -8651388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8651465.000000 Penalty: 5527.706055
	Iteration 24Q: 3 clusters Score -8651465 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -8651533.000000 Penalty: 5527.706055
	Iteration 25Q: 3 clusters Score -8651533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8651579.000000 Penalty: 5527.706055
	Iteration 26Q: 3 clusters Score -8651579 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -8651609.000000 Penalty: 5527.706055
	Iteration 27Q: 3 clusters Score -8651609 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -8651642.000000 Penalty: 5527.706055
	Iteration 28Q: 3 clusters Score -8651642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -8651672.000000 Penalty: 5527.706055
	Iteration 29Q: 3 clusters Score -8651672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8651693.000000 Penalty: 5527.706055
	Iteration 30Q: 3 clusters Score -8651693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -8651718.000000 Penalty: 5527.706055
	Iteration 31Q: 3 clusters Score -8651718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -8651748.000000 Penalty: 5527.706055
	Iteration 32Q: 3 clusters Score -8651748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -8651757.000000 Penalty: 5527.706055
	Iteration 33Q: 3 clusters Score -8651757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8651762.000000 Penalty: 5527.706055
	Iteration 34Q: 3 clusters Score -8651762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -8651789.000000 Penalty: 5527.706055
	Iteration 35Q: 3 clusters Score -8651789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8651803.000000 Penalty: 5527.706055
	Iteration 36Q: 3 clusters Score -8651803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -8651821.000000 Penalty: 5527.706055
	Iteration 37Q: 3 clusters Score -8651821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -8651814.000000 Penalty: 5527.706055
	Iteration 38Q: 3 clusters Score -8651814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -8651829.000000 Penalty: 5527.706055
	Iteration 39Q: 3 clusters Score -8651829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -8651850.000000 Penalty: 5527.706055
	Iteration 40F: 3 clusters Score -8651850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -8651850.000000 Penalty: 5527.706055
	Iteration 41Q: 3 clusters Score -8651850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8651844.000000 Penalty: 5527.706055
	Iteration 42Q: 3 clusters Score -8651844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -8651848.000000 Penalty: 5527.706055
	Iteration 43Q: 3 clusters Score -8651848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -8651858.000000 Penalty: 5527.706055
	Iteration 44Q: 3 clusters Score -8651858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -8651861.000000 Penalty: 5527.706055
	Iteration 45Q: 3 clusters Score -8651861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -8651856.000000 Penalty: 5527.706055
	Iteration 46Q: 3 clusters Score -8651856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -8651847.000000 Penalty: 5527.706055
	Iteration 47Q: 3 clusters Score -8651847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -8651851.000000 Penalty: 5527.706055
	Iteration 48Q: 3 clusters Score -8651851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -8651852.000000 Penalty: 5527.706055
	Iteration 49Q: 3 clusters Score -8651852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8651856.000000 Penalty: 5527.706055
	Iteration 50Q: 3 clusters Score -8651856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -8651858.000000 Penalty: 5527.706055
	Iteration 51Q: 3 clusters Score -8651858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -8651858.000000 Penalty: 5527.706055
	Iteration 52Q: 3 clusters Score -8651858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -8651864.000000 Penalty: 5527.706055
	Iteration 53Q: 3 clusters Score -8651864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -8651868.000000 Penalty: 5527.706055
	Iteration 54Q: 3 clusters Score -8651868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -8651864.000000 Penalty: 5527.706055
	Iteration 55Q: 3 clusters Score -8651864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -8651868.000000 Penalty: 5527.706055
	Iteration 56Q: 3 clusters Score -8651868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -8651870.000000 Penalty: 5527.706055
	Iteration 57Q: 3 clusters Score -8651870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8651866.000000 Penalty: 5527.706055
	Iteration 58Q: 3 clusters Score -8651866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -8651863.000000 Penalty: 5527.706055
	Iteration 59Q: 3 clusters Score -8651863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -8651861.000000 Penalty: 5527.706055
	Iteration 60F: 3 clusters Score -8651861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Entering Unmasked Estep 
Score: -3413214.500000 Penalty: 2522.690674
	Iteration 0F: 2 clusters Score -3413214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3395249.000000 Penalty: 5045.381348
	Iteration 0F: 3 clusters Score -3395249 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3401449.750000 Penalty: 5045.381348
	Iteration 1F: 3 clusters Score -3401450 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3401862.250000 Penalty: 5045.381348
	Iteration 2Q: 3 clusters Score -3401862 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3402256.750000 Penalty: 5045.381348
	Iteration 3Q: 3 clusters Score -3402257 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3402717.500000 Penalty: 5045.381348
	Iteration 4Q: 3 clusters Score -3402718 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3403279.000000 Penalty: 5045.381348
	Iteration 5Q: 3 clusters Score -3403279 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3404013.000000 Penalty: 5045.381348
	Iteration 6F: 3 clusters Score -3404013 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3405090.750000 Penalty: 5045.381348
	Iteration 7F: 3 clusters Score -3405091 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3406403.500000 Penalty: 5045.381348
	Iteration 8F: 3 clusters Score -3406404 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3407720.500000 Penalty: 5045.381348
	Iteration 9F: 3 clusters Score -3407720 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3408742.500000 Penalty: 5045.381348
	Iteration 10F: 3 clusters Score -3408742 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3409313.000000 Penalty: 5045.381348
	Iteration 11Q: 3 clusters Score -3409313 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3409677.750000 Penalty: 5045.381348
	Iteration 12Q: 3 clusters Score -3409678 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3409943.500000 Penalty: 5045.381348
	Iteration 13Q: 3 clusters Score -3409944 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3410104.250000 Penalty: 5045.381348
	Iteration 14Q: 3 clusters Score -3410104 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3410255.250000 Penalty: 5045.381348
	Iteration 15Q: 3 clusters Score -3410255 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3410365.250000 Penalty: 5045.381348
	Iteration 16Q: 3 clusters Score -3410365 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3410446.750000 Penalty: 5045.381348
	Iteration 17Q: 3 clusters Score -3410447 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3410519.250000 Penalty: 5045.381348
	Iteration 18Q: 3 clusters Score -3410519 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3410591.000000 Penalty: 5045.381348
	Iteration 19Q: 3 clusters Score -3410591 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3410656.500000 Penalty: 5045.381348
	Iteration 20F: 3 clusters Score -3410656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3410704.500000 Penalty: 5045.381348
	Iteration 21Q: 3 clusters Score -3410704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3410750.250000 Penalty: 5045.381348
	Iteration 22Q: 3 clusters Score -3410750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3410792.250000 Penalty: 5045.381348
	Iteration 23Q: 3 clusters Score -3410792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3410833.500000 Penalty: 5045.381348
	Iteration 24Q: 3 clusters Score -3410834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3410868.500000 Penalty: 5045.381348
	Iteration 25Q: 3 clusters Score -3410868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3410880.000000 Penalty: 5045.381348
	Iteration 26Q: 3 clusters Score -3410880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3410900.500000 Penalty: 5045.381348
	Iteration 27Q: 3 clusters Score -3410900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3410925.250000 Penalty: 5045.381348
	Iteration 28Q: 3 clusters Score -3410925 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3410950.250000 Penalty: 5045.381348
	Iteration 29Q: 3 clusters Score -3410950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3410979.750000 Penalty: 5045.381348
	Iteration 30Q: 3 clusters Score -3410980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3410998.500000 Penalty: 5045.381348
	Iteration 31Q: 3 clusters Score -3410998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3411032.750000 Penalty: 5045.381348
	Iteration 32Q: 3 clusters Score -3411033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3411044.500000 Penalty: 5045.381348
	Iteration 33Q: 3 clusters Score -3411044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3411078.000000 Penalty: 5045.381348
	Iteration 34Q: 3 clusters Score -3411078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3411089.000000 Penalty: 5045.381348
	Iteration 35Q: 3 clusters Score -3411089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3411105.500000 Penalty: 5045.381348
	Iteration 36Q: 3 clusters Score -3411106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3411110.250000 Penalty: 5045.381348
	Iteration 37Q: 3 clusters Score -3411110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3411134.250000 Penalty: 5045.381348
	Iteration 38Q: 3 clusters Score -3411134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3411149.250000 Penalty: 5045.381348
	Iteration 39Q: 3 clusters Score -3411149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3411165.500000 Penalty: 5045.381348
	Iteration 40F: 3 clusters Score -3411166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3411173.750000 Penalty: 5045.381348
	Iteration 41Q: 3 clusters Score -3411174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3411190.500000 Penalty: 5045.381348
	Iteration 42Q: 3 clusters Score -3411190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3411189.750000 Penalty: 5045.381348
	Iteration 43Q: 3 clusters Score -3411190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3411203.500000 Penalty: 5045.381348
	Iteration 44Q: 3 clusters Score -3411204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3411206.250000 Penalty: 5045.381348
	Iteration 45Q: 3 clusters Score -3411206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3411226.250000 Penalty: 5045.381348
	Iteration 46Q: 3 clusters Score -3411226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3411237.750000 Penalty: 5045.381348
	Iteration 47Q: 3 clusters Score -3411238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3411250.750000 Penalty: 5045.381348
	Iteration 48Q: 3 clusters Score -3411251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3411260.500000 Penalty: 5045.381348
	Iteration 49Q: 3 clusters Score -3411260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3411262.000000 Penalty: 5045.381348
	Iteration 50Q: 3 clusters Score -3411262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3411270.000000 Penalty: 5045.381348
	Iteration 51Q: 3 clusters Score -3411270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3411280.250000 Penalty: 5045.381348
	Iteration 52Q: 3 clusters Score -3411280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3411289.250000 Penalty: 5045.381348
	Iteration 53Q: 3 clusters Score -3411289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3411295.750000 Penalty: 5045.381348
	Iteration 54Q: 3 clusters Score -3411296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3411302.000000 Penalty: 5045.381348
	Iteration 55Q: 3 clusters Score -3411302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3411304.000000 Penalty: 5045.381348
	Iteration 56Q: 3 clusters Score -3411304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3411310.250000 Penalty: 5045.381348
	Iteration 57Q: 3 clusters Score -3411310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3411308.500000 Penalty: 5045.381348
	Iteration 58Q: 3 clusters Score -3411308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3411319.500000 Penalty: 5045.381348
	Iteration 59Q: 3 clusters Score -3411320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3411320.250000 Penalty: 5045.381348
	Iteration 60F: 3 clusters Score -3411320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3411329.250000 Penalty: 5045.381348
	Iteration 61Q: 3 clusters Score -3411329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3411327.000000 Penalty: 5045.381348
	Iteration 62Q: 3 clusters Score -3411327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3411326.250000 Penalty: 5045.381348
	Iteration 63Q: 3 clusters Score -3411326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3411331.250000 Penalty: 5045.381348
	Iteration 64Q: 3 clusters Score -3411331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3411340.750000 Penalty: 5045.381348
	Iteration 65Q: 3 clusters Score -3411341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3411341.250000 Penalty: 5045.381348
	Iteration 66Q: 3 clusters Score -3411341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3411349.500000 Penalty: 5045.381348
	Iteration 67Q: 3 clusters Score -3411350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3411349.750000 Penalty: 5045.381348
	Iteration 68Q: 3 clusters Score -3411350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3411350.250000 Penalty: 5045.381348
	Iteration 69Q: 3 clusters Score -3411350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3411350.250000 Penalty: 5045.381348
	Iteration 70Q: 3 clusters Score -3411350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3411352.750000 Penalty: 5045.381348
	Iteration 71Q: 3 clusters Score -3411353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3411350.750000 Penalty: 5045.381348
	Iteration 72Q: 3 clusters Score -3411351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3411352.000000 Penalty: 5045.381348
	Iteration 73Q: 3 clusters Score -3411352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3411353.000000 Penalty: 5045.381348
	Iteration 74Q: 3 clusters Score -3411353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3411353.000000 Penalty: 5045.381348
	Iteration 75F: 3 clusters Score -3411353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Entering Unmasked Estep 
Score: -22654972.000000 Penalty: 2993.065918
	Iteration 0F: 2 clusters Score -2.265497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -22542034.000000 Penalty: 5986.131836
	Iteration 0F: 3 clusters Score -2.254203e+07 nChanged 83686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -22591280.000000 Penalty: 5986.131836
	Iteration 1F: 3 clusters Score -2.259128e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -22592290.000000 Penalty: 5986.131836
	Iteration 2Q: 3 clusters Score -2.259229e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -22593628.000000 Penalty: 5986.131836
	Iteration 3Q: 3 clusters Score -2.259363e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -22595440.000000 Penalty: 5986.131836
	Iteration 4Q: 3 clusters Score -2.259544e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -22599008.000000 Penalty: 5986.131836
	Iteration 5Q: 3 clusters Score -2.259901e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -22606182.000000 Penalty: 5986.131836
	Iteration 6F: 3 clusters Score -2.260618e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -22617810.000000 Penalty: 5986.131836
	Iteration 7F: 3 clusters Score -2.261781e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 149726 members 
Entering Unmasked Estep 
Score: -22632274.000000 Penalty: 5986.131836
	Iteration 8F: 3 clusters Score -2.263227e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -22644728.000000 Penalty: 5986.131836
	Iteration 9F: 3 clusters Score -2.264473e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -22650572.000000 Penalty: 5986.131836
	Iteration 10Q: 3 clusters Score -2.265057e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -22651872.000000 Penalty: 5986.131836
	Iteration 11Q: 3 clusters Score -2.265187e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 173963 members 
Entering Unmasked Estep 
Score: -22652074.000000 Penalty: 5986.131836
	Iteration 12Q: 3 clusters Score -2.265207e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174113 members 
Entering Unmasked Estep 
Score: -22652222.000000 Penalty: 5986.131836
	Iteration 13Q: 3 clusters Score -2.265222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -22652258.000000 Penalty: 5986.131836
	Iteration 14Q: 3 clusters Score -2.265226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174163 members 
Entering Unmasked Estep 
Score: -22652256.000000 Penalty: 5986.131836
	Iteration 15Q: 3 clusters Score -2.265226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -22652262.000000 Penalty: 5986.131836
	Iteration 16Q: 3 clusters Score -2.265226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -22652254.000000 Penalty: 5986.131836
	Iteration 17Q: 3 clusters Score -2.265225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -22652238.000000 Penalty: 5986.131836
	Iteration 18Q: 3 clusters Score -2.265224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -22652246.000000 Penalty: 5986.131836
	Iteration 19Q: 3 clusters Score -2.265225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -22652252.000000 Penalty: 5986.131836
	Iteration 20F: 3 clusters Score -2.265225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -22652252.000000 Penalty: 5986.131836
	Iteration 21Q: 3 clusters Score -2.265225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -22652252.000000 Penalty: 5986.131836
	Iteration 22F: 3 clusters Score -2.265225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38415.156250 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38415.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38678.378906 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38678.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38783.738281 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38783.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38848.839844 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38848.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38876.082031 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -38876.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38934.335938 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -38934.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38972.335938 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -38972.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38997.312500 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -38997.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39017.667969 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -39017.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39040.816406 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -39040.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39085.867188 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -39085.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39157.988281 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -39157.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39215.027344 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -39215.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39250.406250 Penalty: 2980.371338
	Iteration 13Q: 3 clusters Score -39250.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39299.410156 Penalty: 2980.371338
	Iteration 14Q: 3 clusters Score -39299.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39324.054688 Penalty: 2980.371338
	Iteration 15Q: 3 clusters Score -39324.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39380.617188 Penalty: 2980.371338
	Iteration 16Q: 3 clusters Score -39380.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39417.781250 Penalty: 2980.371338
	Iteration 17Q: 3 clusters Score -39417.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39463.578125 Penalty: 2980.371338
	Iteration 18Q: 3 clusters Score -39463.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39567.671875 Penalty: 2980.371338
	Iteration 19Q: 3 clusters Score -39567.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39744.042969 Penalty: 2980.371338
	Iteration 20F: 3 clusters Score -39744.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39893.531250 Penalty: 2980.371338
	Iteration 21Q: 3 clusters Score -39893.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40034.738281 Penalty: 2980.371338
	Iteration 22Q: 3 clusters Score -40034.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40051.750000 Penalty: 2980.371338
	Iteration 23Q: 3 clusters Score -40051.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40055.738281 Penalty: 2980.371338
	Iteration 24F: 3 clusters Score -40055.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40159.453125 Penalty: 2980.371338
	Iteration 25Q: 3 clusters Score -40159.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40159.453125 Penalty: 2980.371338
	Iteration 26F: 3 clusters Score -40159.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 189 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174173 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186483 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 218 members 
Entering Unmasked Estep 
Score: -166435888.000000 Penalty: 76877.992188
Splitting cluster 10 changes total score from -166437376.000000 to -166435888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -556707.375000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -556707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -552507.875000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -552507.9 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -553455.312500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -553455.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -553668.312500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -553668.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -553807.500000 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -553807.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -553899.562500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -553899.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -553960.312500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -553960.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -554009.812500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -554009.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -554051.750000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -554051.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -554097.687500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -554097.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -554146.625000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -554146.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -554181.687500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -554181.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -554202.562500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -554202.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -554220.375000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -554220.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -554237.562500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -554237.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -554256.187500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -554256.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -554270.125000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -554270.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -554285.875000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -554285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -554304.625000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -554304.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -554321.812500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -554321.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -554340.062500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -554340.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -554357.812500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -554357.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -554372.937500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -554372.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -554390.000000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -554390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -554405.687500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -554405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -554423.375000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -554423.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -554439.812500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -554439.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -554453.750000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -554453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -554463.062500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -554463.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -554471.187500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -554471.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -554481.687500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -554481.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -554493.312500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -554493.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -554509.625000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -554509.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -554528.812500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -554528.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -554549.562500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -554549.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -554571.125000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -554571.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -554598.687500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -554598.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -554625.125000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -554625.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -554652.187500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -554652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -554682.500000 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -554682.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -554710.937500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -554710.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -554730.062500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -554730.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -554746.000000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -554746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -554763.750000 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -554763.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -554776.687500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -554776.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -554793.937500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -554793.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -554803.062500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -554803.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -554816.687500 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -554816.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -554829.062500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -554829.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -554837.312500 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -554837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -554844.875000 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -554844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -554850.812500 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -554850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -554856.312500 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -554856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -554862.250000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -554862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -554866.750000 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -554866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -554871.375000 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -554871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -554873.812500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -554873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -554876.687500 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -554876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -554879.750000 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -554879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -554881.562500 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -554881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -554882.437500 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -554882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -554883.875000 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -554883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -554886.875000 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -554886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -554889.375000 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -554889.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -554893.375000 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -554893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -554898.062500 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -554898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -554901.687500 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -554901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -554904.625000 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -554904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -554910.062500 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -554910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -554918.312500 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -554918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -554925.000000 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -554925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -554928.937500 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -554928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -554930.125000 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -554930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -554932.562500 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -554932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -554937.250000 Penalty: 4164.156738
	Iteration 73Q: 3 clusters Score -554937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -554941.562500 Penalty: 4164.156738
	Iteration 74Q: 3 clusters Score -554941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -554944.375000 Penalty: 4164.156738
	Iteration 75Q: 3 clusters Score -554944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -554944.875000 Penalty: 4164.156738
	Iteration 76Q: 3 clusters Score -554944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -554945.437500 Penalty: 4164.156738
	Iteration 77Q: 3 clusters Score -554945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -554946.875000 Penalty: 4164.156738
	Iteration 78Q: 3 clusters Score -554946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -554948.937500 Penalty: 4164.156738
	Iteration 79Q: 3 clusters Score -554948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -554952.625000 Penalty: 4164.156738
	Iteration 80F: 3 clusters Score -554952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -554956.187500 Penalty: 4164.156738
	Iteration 81Q: 3 clusters Score -554956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -554956.562500 Penalty: 4164.156738
	Iteration 82Q: 3 clusters Score -554956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -554956.562500 Penalty: 4164.156738
	Iteration 83F: 3 clusters Score -554956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174173 members 
Entering Unmasked Estep 
Score: -22388930.000000 Penalty: 2992.815430
	Iteration 0F: 2 clusters Score -2.238893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -22275656.000000 Penalty: 5985.630859
	Iteration 0F: 3 clusters Score -2.227566e+07 nChanged 83450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -22323878.000000 Penalty: 5985.630859
	Iteration 1F: 3 clusters Score -2.232388e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -22324888.000000 Penalty: 5985.630859
	Iteration 2Q: 3 clusters Score -2.232489e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -22326092.000000 Penalty: 5985.630859
	Iteration 3Q: 3 clusters Score -2.232609e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -22327876.000000 Penalty: 5985.630859
	Iteration 4Q: 3 clusters Score -2.232788e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -22330746.000000 Penalty: 5985.630859
	Iteration 5Q: 3 clusters Score -2.233075e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -22335760.000000 Penalty: 5985.630859
	Iteration 6F: 3 clusters Score -2.233576e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -22344358.000000 Penalty: 5985.630859
	Iteration 7F: 3 clusters Score -2.234436e+07 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -22357016.000000 Penalty: 5985.630859
	Iteration 8F: 3 clusters Score -2.235702e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -22370498.000000 Penalty: 5985.630859
	Iteration 9F: 3 clusters Score -2.23705e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160542 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -22380034.000000 Penalty: 5985.630859
	Iteration 10F: 3 clusters Score -2.238003e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -22384718.000000 Penalty: 5985.630859
	Iteration 11Q: 3 clusters Score -2.238472e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -22386746.000000 Penalty: 5985.630859
	Iteration 12Q: 3 clusters Score -2.238675e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -22387490.000000 Penalty: 5985.630859
	Iteration 13Q: 3 clusters Score -2.238749e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -22387790.000000 Penalty: 5985.630859
	Iteration 14Q: 3 clusters Score -2.238779e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22387994.000000 Penalty: 5985.630859
	Iteration 15Q: 3 clusters Score -2.238799e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171492 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22388016.000000 Penalty: 5985.630859
	Iteration 16Q: 3 clusters Score -2.238802e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -22388054.000000 Penalty: 5985.630859
	Iteration 17Q: 3 clusters Score -2.238805e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22388032.000000 Penalty: 5985.630859
	Iteration 18Q: 3 clusters Score -2.238803e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171844 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -22388064.000000 Penalty: 5985.630859
	Iteration 19Q: 3 clusters Score -2.238806e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -22388070.000000 Penalty: 5985.630859
	Iteration 20F: 3 clusters Score -2.238807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171924 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -22388074.000000 Penalty: 5985.630859
	Iteration 21Q: 3 clusters Score -2.238807e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22388080.000000 Penalty: 5985.630859
	Iteration 22Q: 3 clusters Score -2.238808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22388090.000000 Penalty: 5985.630859
	Iteration 23Q: 3 clusters Score -2.238809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -22388098.000000 Penalty: 5985.630859
	Iteration 24Q: 3 clusters Score -2.23881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22388084.000000 Penalty: 5985.630859
	Iteration 25Q: 3 clusters Score -2.238808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22388086.000000 Penalty: 5985.630859
	Iteration 26Q: 3 clusters Score -2.238809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22388096.000000 Penalty: 5985.630859
	Iteration 27Q: 3 clusters Score -2.23881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172045 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -22388084.000000 Penalty: 5985.630859
	Iteration 28Q: 3 clusters Score -2.238808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172054 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22388104.000000 Penalty: 5985.630859
	Iteration 29Q: 3 clusters Score -2.23881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22388098.000000 Penalty: 5985.630859
	Iteration 30Q: 3 clusters Score -2.23881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172068 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22388086.000000 Penalty: 5985.630859
	Iteration 31Q: 3 clusters Score -2.238809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172076 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22388100.000000 Penalty: 5985.630859
	Iteration 32Q: 3 clusters Score -2.23881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22388072.000000 Penalty: 5985.630859
	Iteration 33Q: 3 clusters Score -2.238807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172088 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22388062.000000 Penalty: 5985.630859
	Iteration 34Q: 3 clusters Score -2.238806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22388070.000000 Penalty: 5985.630859
	Iteration 35Q: 3 clusters Score -2.238807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172102 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -22388064.000000 Penalty: 5985.630859
	Iteration 36Q: 3 clusters Score -2.238806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22388072.000000 Penalty: 5985.630859
	Iteration 37Q: 3 clusters Score -2.238807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22388082.000000 Penalty: 5985.630859
	Iteration 38Q: 3 clusters Score -2.238808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172109 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22388082.000000 Penalty: 5985.630859
	Iteration 39Q: 3 clusters Score -2.238808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22388092.000000 Penalty: 5985.630859
	Iteration 40F: 3 clusters Score -2.238809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -22388074.000000 Penalty: 5985.630859
	Iteration 41Q: 3 clusters Score -2.238807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172118 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22388090.000000 Penalty: 5985.630859
	Iteration 42Q: 3 clusters Score -2.238809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22388092.000000 Penalty: 5985.630859
	Iteration 43Q: 3 clusters Score -2.238809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172124 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22388082.000000 Penalty: 5985.630859
	Iteration 44Q: 3 clusters Score -2.238808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172127 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22388088.000000 Penalty: 5985.630859
	Iteration 45Q: 3 clusters Score -2.238809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22388094.000000 Penalty: 5985.630859
	Iteration 46Q: 3 clusters Score -2.238809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22388100.000000 Penalty: 5985.630859
	Iteration 47Q: 3 clusters Score -2.23881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22388104.000000 Penalty: 5985.630859
	Iteration 48Q: 3 clusters Score -2.23881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22388110.000000 Penalty: 5985.630859
	Iteration 49Q: 3 clusters Score -2.238811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22388096.000000 Penalty: 5985.630859
	Iteration 50Q: 3 clusters Score -2.23881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172148 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22388102.000000 Penalty: 5985.630859
	Iteration 51Q: 3 clusters Score -2.23881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22388112.000000 Penalty: 5985.630859
	Iteration 52Q: 3 clusters Score -2.238811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22388112.000000 Penalty: 5985.630859
	Iteration 53F: 3 clusters Score -2.238811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Entering Unmasked Estep 
Score: -2572037.500000 Penalty: 2455.419434
	Iteration 0F: 2 clusters Score -2572038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2557914.500000 Penalty: 4910.838867
	Iteration 0F: 3 clusters Score -2557914 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2562628.750000 Penalty: 4910.838867
	Iteration 1F: 3 clusters Score -2562629 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2563125.250000 Penalty: 4910.838867
	Iteration 2F: 3 clusters Score -2563125 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2563786.750000 Penalty: 4910.838867
	Iteration 3F: 3 clusters Score -2563787 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2564696.250000 Penalty: 4910.838867
	Iteration 4F: 3 clusters Score -2564696 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2565811.500000 Penalty: 4910.838867
	Iteration 5F: 3 clusters Score -2565812 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2567012.750000 Penalty: 4910.838867
	Iteration 6F: 3 clusters Score -2567013 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2568230.000000 Penalty: 4910.838867
	Iteration 7F: 3 clusters Score -2568230 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2569092.500000 Penalty: 4910.838867
	Iteration 8F: 3 clusters Score -2569092 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2569556.000000 Penalty: 4910.838867
	Iteration 9Q: 3 clusters Score -2569556 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2569776.000000 Penalty: 4910.838867
	Iteration 10Q: 3 clusters Score -2569776 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2569863.500000 Penalty: 4910.838867
	Iteration 11Q: 3 clusters Score -2569864 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2569930.000000 Penalty: 4910.838867
	Iteration 12Q: 3 clusters Score -2569930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2569970.500000 Penalty: 4910.838867
	Iteration 13Q: 3 clusters Score -2569970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2569990.500000 Penalty: 4910.838867
	Iteration 14Q: 3 clusters Score -2569990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2570011.000000 Penalty: 4910.838867
	Iteration 15Q: 3 clusters Score -2570011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2570023.500000 Penalty: 4910.838867
	Iteration 16Q: 3 clusters Score -2570024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2570043.500000 Penalty: 4910.838867
	Iteration 17Q: 3 clusters Score -2570044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2570061.000000 Penalty: 4910.838867
	Iteration 18Q: 3 clusters Score -2570061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2570069.250000 Penalty: 4910.838867
	Iteration 19Q: 3 clusters Score -2570069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2570092.500000 Penalty: 4910.838867
	Iteration 20F: 3 clusters Score -2570092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2570120.500000 Penalty: 4910.838867
	Iteration 21Q: 3 clusters Score -2570120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2570159.000000 Penalty: 4910.838867
	Iteration 22Q: 3 clusters Score -2570159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2570205.000000 Penalty: 4910.838867
	Iteration 23Q: 3 clusters Score -2570205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2570271.750000 Penalty: 4910.838867
	Iteration 24Q: 3 clusters Score -2570272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2570319.750000 Penalty: 4910.838867
	Iteration 25Q: 3 clusters Score -2570320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2570365.750000 Penalty: 4910.838867
	Iteration 26Q: 3 clusters Score -2570366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2570406.250000 Penalty: 4910.838867
	Iteration 27Q: 3 clusters Score -2570406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2570426.500000 Penalty: 4910.838867
	Iteration 28Q: 3 clusters Score -2570426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2570456.250000 Penalty: 4910.838867
	Iteration 29Q: 3 clusters Score -2570456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2570476.750000 Penalty: 4910.838867
	Iteration 30Q: 3 clusters Score -2570477 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2570492.000000 Penalty: 4910.838867
	Iteration 31Q: 3 clusters Score -2570492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2570507.000000 Penalty: 4910.838867
	Iteration 32Q: 3 clusters Score -2570507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2570524.000000 Penalty: 4910.838867
	Iteration 33Q: 3 clusters Score -2570524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2570525.000000 Penalty: 4910.838867
	Iteration 34Q: 3 clusters Score -2570525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2570535.000000 Penalty: 4910.838867
	Iteration 35Q: 3 clusters Score -2570535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2570544.750000 Penalty: 4910.838867
	Iteration 36Q: 3 clusters Score -2570545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2570551.500000 Penalty: 4910.838867
	Iteration 37Q: 3 clusters Score -2570552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2570556.750000 Penalty: 4910.838867
	Iteration 38Q: 3 clusters Score -2570557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2570561.500000 Penalty: 4910.838867
	Iteration 39Q: 3 clusters Score -2570562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2570564.500000 Penalty: 4910.838867
	Iteration 40F: 3 clusters Score -2570564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2570561.000000 Penalty: 4910.838867
	Iteration 41Q: 3 clusters Score -2570561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2570565.750000 Penalty: 4910.838867
	Iteration 42Q: 3 clusters Score -2570566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2570571.250000 Penalty: 4910.838867
	Iteration 43Q: 3 clusters Score -2570571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2570570.750000 Penalty: 4910.838867
	Iteration 44Q: 3 clusters Score -2570571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2570569.750000 Penalty: 4910.838867
	Iteration 45Q: 3 clusters Score -2570570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2570574.000000 Penalty: 4910.838867
	Iteration 46Q: 3 clusters Score -2570574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2570577.500000 Penalty: 4910.838867
	Iteration 47Q: 3 clusters Score -2570578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2570578.750000 Penalty: 4910.838867
	Iteration 48Q: 3 clusters Score -2570579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2570576.750000 Penalty: 4910.838867
	Iteration 49Q: 3 clusters Score -2570577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2570578.000000 Penalty: 4910.838867
	Iteration 50Q: 3 clusters Score -2570578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2570578.000000 Penalty: 4910.838867
	Iteration 51F: 3 clusters Score -2570578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186483 members 
Entering Unmasked Estep 
Score: -23930302.000000 Penalty: 3009.751465
	Iteration 0F: 2 clusters Score -2.39303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -23809962.000000 Penalty: 6019.502930
	Iteration 0F: 3 clusters Score -2.380996e+07 nChanged 89219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -23861848.000000 Penalty: 6019.502930
	Iteration 1F: 3 clusters Score -2.386185e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -23863528.000000 Penalty: 6019.502930
	Iteration 2Q: 3 clusters Score -2.386353e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -23866544.000000 Penalty: 6019.502930
	Iteration 3Q: 3 clusters Score -2.386654e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -23872436.000000 Penalty: 6019.502930
	Iteration 4F: 3 clusters Score -2.387244e+07 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 135399 members 
Entering Unmasked Estep 
Score: -23882736.000000 Penalty: 6019.502930
	Iteration 5F: 3 clusters Score -2.388274e+07 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -23898378.000000 Penalty: 6019.502930
	Iteration 6F: 3 clusters Score -2.389838e+07 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -23913944.000000 Penalty: 6019.502930
	Iteration 7F: 3 clusters Score -2.391394e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 178853 members 
Entering Unmasked Estep 
Score: -23922990.000000 Penalty: 6019.502930
	Iteration 8F: 3 clusters Score -2.392299e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 183860 members 
Entering Unmasked Estep 
Score: -23926212.000000 Penalty: 6019.502930
	Iteration 9Q: 3 clusters Score -2.392621e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 185470 members 
Entering Unmasked Estep 
Score: -23927072.000000 Penalty: 6019.502930
	Iteration 10Q: 3 clusters Score -2.392707e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 185950 members 
Entering Unmasked Estep 
Score: -23927378.000000 Penalty: 6019.502930
	Iteration 11Q: 3 clusters Score -2.392738e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186104 members 
Entering Unmasked Estep 
Score: -23927530.000000 Penalty: 6019.502930
	Iteration 12Q: 3 clusters Score -2.392753e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 186144 members 
Entering Unmasked Estep 
Score: -23927614.000000 Penalty: 6019.502930
	Iteration 13Q: 3 clusters Score -2.392761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 186162 members 
Entering Unmasked Estep 
Score: -23927666.000000 Penalty: 6019.502930
	Iteration 14Q: 3 clusters Score -2.392767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186175 members 
Entering Unmasked Estep 
Score: -23927674.000000 Penalty: 6019.502930
	Iteration 15Q: 3 clusters Score -2.392767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186185 members 
Entering Unmasked Estep 
Score: -23927688.000000 Penalty: 6019.502930
	Iteration 16Q: 3 clusters Score -2.392769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 186195 members 
Entering Unmasked Estep 
Score: -23927712.000000 Penalty: 6019.502930
	Iteration 17Q: 3 clusters Score -2.392771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186199 members 
Entering Unmasked Estep 
Score: -23927714.000000 Penalty: 6019.502930
	Iteration 18Q: 3 clusters Score -2.392771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 186201 members 
Entering Unmasked Estep 
Score: -23927732.000000 Penalty: 6019.502930
	Iteration 19Q: 3 clusters Score -2.392773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 186201 members 
Entering Unmasked Estep 
Score: -23927736.000000 Penalty: 6019.502930
	Iteration 20F: 3 clusters Score -2.392774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -117295.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -117295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115415.148438 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -115415.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115825.500000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -115825.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115992.304688 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -115992.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -116082.515625 Penalty: 3416.731934
	Iteration 3Q: 3 clusters Score -116082.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116162.953125 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -116163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -116240.445312 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -116240.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -116330.132812 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -116330.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116396.851562 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -116396.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -116448.718750 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -116448.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116494.445312 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -116494.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116543.179688 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -116543.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -116608.007812 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -116608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116654.492188 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -116654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -116683.437500 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -116683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -116705.523438 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -116705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -116721.687500 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -116721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -116738.898438 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -116738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -116749.976562 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -116750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116766.093750 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -116766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116785.476562 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -116785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116798.179688 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -116798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116805.781250 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -116805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -116814.179688 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -116814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116824.632812 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -116824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116833.789062 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -116833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116859.968750 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -116860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116898.171875 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -116898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116929.078125 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -116929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116963.820312 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -116963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116995.273438 Penalty: 3416.731934
	Iteration 29Q: 3 clusters Score -116995.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117015.195312 Penalty: 3416.731934
	Iteration 30Q: 3 clusters Score -117015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117035.914062 Penalty: 3416.731934
	Iteration 31Q: 3 clusters Score -117035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117049.859375 Penalty: 3416.731934
	Iteration 32Q: 3 clusters Score -117049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117057.062500 Penalty: 3416.731934
	Iteration 33Q: 3 clusters Score -117057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117066.523438 Penalty: 3416.731934
	Iteration 34Q: 3 clusters Score -117066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117068.054688 Penalty: 3416.731934
	Iteration 35Q: 3 clusters Score -117068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117068.976562 Penalty: 3416.731934
	Iteration 36Q: 3 clusters Score -117069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117068.976562 Penalty: 3416.731934
	Iteration 37F: 3 clusters Score -117069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Entering Unmasked Estep 
Score: -1006592.937500 Penalty: 2236.906738
	Iteration 0F: 2 clusters Score -1006593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1000009.750000 Penalty: 4473.813477
	Iteration 0F: 3 clusters Score -1000010 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1001962.500000 Penalty: 4473.813477
	Iteration 1F: 3 clusters Score -1001962 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1002399.062500 Penalty: 4473.813477
	Iteration 2F: 3 clusters Score -1002399 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1002879.187500 Penalty: 4473.813477
	Iteration 3F: 3 clusters Score -1002879 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1003337.500000 Penalty: 4473.813477
	Iteration 4F: 3 clusters Score -1003338 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1003793.625000 Penalty: 4473.813477
	Iteration 5F: 3 clusters Score -1003794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1004209.062500 Penalty: 4473.813477
	Iteration 6F: 3 clusters Score -1004209 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1004554.937500 Penalty: 4473.813477
	Iteration 7F: 3 clusters Score -1004555 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1004820.625000 Penalty: 4473.813477
	Iteration 8Q: 3 clusters Score -1004821 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1005024.312500 Penalty: 4473.813477
	Iteration 9Q: 3 clusters Score -1005024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1005169.187500 Penalty: 4473.813477
	Iteration 10Q: 3 clusters Score -1005169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1005256.125000 Penalty: 4473.813477
	Iteration 11Q: 3 clusters Score -1005256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1005321.687500 Penalty: 4473.813477
	Iteration 12Q: 3 clusters Score -1005322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1005372.000000 Penalty: 4473.813477
	Iteration 13Q: 3 clusters Score -1005372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1005415.375000 Penalty: 4473.813477
	Iteration 14Q: 3 clusters Score -1005415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1005452.312500 Penalty: 4473.813477
	Iteration 15Q: 3 clusters Score -1005452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1005480.687500 Penalty: 4473.813477
	Iteration 16Q: 3 clusters Score -1005481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1005499.625000 Penalty: 4473.813477
	Iteration 17Q: 3 clusters Score -1005500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1005518.312500 Penalty: 4473.813477
	Iteration 18Q: 3 clusters Score -1005518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1005540.687500 Penalty: 4473.813477
	Iteration 19Q: 3 clusters Score -1005541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1005563.312500 Penalty: 4473.813477
	Iteration 20F: 3 clusters Score -1005563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1005579.312500 Penalty: 4473.813477
	Iteration 21Q: 3 clusters Score -1005579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1005598.125000 Penalty: 4473.813477
	Iteration 22Q: 3 clusters Score -1005598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1005615.312500 Penalty: 4473.813477
	Iteration 23Q: 3 clusters Score -1005615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1005626.562500 Penalty: 4473.813477
	Iteration 24Q: 3 clusters Score -1005627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1005636.937500 Penalty: 4473.813477
	Iteration 25Q: 3 clusters Score -1005637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1005647.250000 Penalty: 4473.813477
	Iteration 26Q: 3 clusters Score -1005647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1005658.500000 Penalty: 4473.813477
	Iteration 27Q: 3 clusters Score -1005658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1005666.437500 Penalty: 4473.813477
	Iteration 28Q: 3 clusters Score -1005666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1005668.375000 Penalty: 4473.813477
	Iteration 29Q: 3 clusters Score -1005668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1005672.750000 Penalty: 4473.813477
	Iteration 30Q: 3 clusters Score -1005673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1005676.250000 Penalty: 4473.813477
	Iteration 31Q: 3 clusters Score -1005676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1005679.937500 Penalty: 4473.813477
	Iteration 32Q: 3 clusters Score -1005680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1005685.500000 Penalty: 4473.813477
	Iteration 33Q: 3 clusters Score -1005686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1005693.875000 Penalty: 4473.813477
	Iteration 34Q: 3 clusters Score -1005694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1005696.437500 Penalty: 4473.813477
	Iteration 35Q: 3 clusters Score -1005696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1005702.437500 Penalty: 4473.813477
	Iteration 36Q: 3 clusters Score -1005702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1005705.437500 Penalty: 4473.813477
	Iteration 37Q: 3 clusters Score -1005705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1005711.375000 Penalty: 4473.813477
	Iteration 38Q: 3 clusters Score -1005711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1005714.437500 Penalty: 4473.813477
	Iteration 39Q: 3 clusters Score -1005714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1005716.625000 Penalty: 4473.813477
	Iteration 40F: 3 clusters Score -1005717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1005720.625000 Penalty: 4473.813477
	Iteration 41Q: 3 clusters Score -1005721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1005724.812500 Penalty: 4473.813477
	Iteration 42Q: 3 clusters Score -1005725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1005726.562500 Penalty: 4473.813477
	Iteration 43Q: 3 clusters Score -1005727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1005727.437500 Penalty: 4473.813477
	Iteration 44Q: 3 clusters Score -1005727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1005729.125000 Penalty: 4473.813477
	Iteration 45Q: 3 clusters Score -1005729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1005730.500000 Penalty: 4473.813477
	Iteration 46Q: 3 clusters Score -1005730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1005728.437500 Penalty: 4473.813477
	Iteration 47Q: 3 clusters Score -1005728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1005728.437500 Penalty: 4473.813477
	Iteration 48F: 3 clusters Score -1005728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Entering Unmasked Estep 
Score: -7595245.000000 Penalty: 2721.286133
	Iteration 0F: 2 clusters Score -7595245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7556175.000000 Penalty: 5442.572266
	Iteration 0F: 3 clusters Score -7556175 nChanged 26989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7571115.000000 Penalty: 5442.572266
	Iteration 1F: 3 clusters Score -7571115 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -7571507.500000 Penalty: 5442.572266
	Iteration 2Q: 3 clusters Score -7571508 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -7571861.500000 Penalty: 5442.572266
	Iteration 3Q: 3 clusters Score -7571862 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -7572169.000000 Penalty: 5442.572266
	Iteration 4Q: 3 clusters Score -7572169 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7572533.500000 Penalty: 5442.572266
	Iteration 5Q: 3 clusters Score -7572534 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -7572899.500000 Penalty: 5442.572266
	Iteration 6Q: 3 clusters Score -7572900 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -7573417.000000 Penalty: 5442.572266
	Iteration 7Q: 3 clusters Score -7573417 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -7574057.000000 Penalty: 5442.572266
	Iteration 8Q: 3 clusters Score -7574057 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7575201.500000 Penalty: 5442.572266
	Iteration 9Q: 3 clusters Score -7575202 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7576894.500000 Penalty: 5442.572266
	Iteration 10F: 3 clusters Score -7576894 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -7579543.500000 Penalty: 5442.572266
	Iteration 11F: 3 clusters Score -7579544 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -7583172.000000 Penalty: 5442.572266
	Iteration 12F: 3 clusters Score -7583172 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -7586921.000000 Penalty: 5442.572266
	Iteration 13F: 3 clusters Score -7586921 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7589697.000000 Penalty: 5442.572266
	Iteration 14F: 3 clusters Score -7589697 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7591316.500000 Penalty: 5442.572266
	Iteration 15Q: 3 clusters Score -7591316 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7592224.000000 Penalty: 5442.572266
	Iteration 16Q: 3 clusters Score -7592224 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7592718.000000 Penalty: 5442.572266
	Iteration 17Q: 3 clusters Score -7592718 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7592963.000000 Penalty: 5442.572266
	Iteration 18Q: 3 clusters Score -7592963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7593119.500000 Penalty: 5442.572266
	Iteration 19Q: 3 clusters Score -7593120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7593199.000000 Penalty: 5442.572266
	Iteration 20F: 3 clusters Score -7593199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7593246.000000 Penalty: 5442.572266
	Iteration 21Q: 3 clusters Score -7593246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7593271.500000 Penalty: 5442.572266
	Iteration 22Q: 3 clusters Score -7593272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7593298.500000 Penalty: 5442.572266
	Iteration 23Q: 3 clusters Score -7593298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7593310.500000 Penalty: 5442.572266
	Iteration 24Q: 3 clusters Score -7593310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7593311.000000 Penalty: 5442.572266
	Iteration 25Q: 3 clusters Score -7593311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7593317.000000 Penalty: 5442.572266
	Iteration 26Q: 3 clusters Score -7593317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7593328.500000 Penalty: 5442.572266
	Iteration 27Q: 3 clusters Score -7593328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7593326.000000 Penalty: 5442.572266
	Iteration 28Q: 3 clusters Score -7593326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7593339.000000 Penalty: 5442.572266
	Iteration 29Q: 3 clusters Score -7593339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7593341.500000 Penalty: 5442.572266
	Iteration 30Q: 3 clusters Score -7593342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7593337.000000 Penalty: 5442.572266
	Iteration 31Q: 3 clusters Score -7593337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7593348.500000 Penalty: 5442.572266
	Iteration 32Q: 3 clusters Score -7593348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7593359.000000 Penalty: 5442.572266
	Iteration 33Q: 3 clusters Score -7593359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7593360.000000 Penalty: 5442.572266
	Iteration 34Q: 3 clusters Score -7593360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7593368.500000 Penalty: 5442.572266
	Iteration 35Q: 3 clusters Score -7593368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7593382.000000 Penalty: 5442.572266
	Iteration 36Q: 3 clusters Score -7593382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7593388.500000 Penalty: 5442.572266
	Iteration 37Q: 3 clusters Score -7593388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7593378.000000 Penalty: 5442.572266
	Iteration 38Q: 3 clusters Score -7593378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7593382.500000 Penalty: 5442.572266
	Iteration 39Q: 3 clusters Score -7593382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7593386.500000 Penalty: 5442.572266
	Iteration 40F: 3 clusters Score -7593386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7593384.500000 Penalty: 5442.572266
	Iteration 41Q: 3 clusters Score -7593384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7593382.000000 Penalty: 5442.572266
	Iteration 42Q: 3 clusters Score -7593382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7593380.000000 Penalty: 5442.572266
	Iteration 43Q: 3 clusters Score -7593380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7593385.000000 Penalty: 5442.572266
	Iteration 44Q: 3 clusters Score -7593385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7593387.000000 Penalty: 5442.572266
	Iteration 45Q: 3 clusters Score -7593387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7593400.000000 Penalty: 5442.572266
	Iteration 46Q: 3 clusters Score -7593400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7593405.500000 Penalty: 5442.572266
	Iteration 47Q: 3 clusters Score -7593406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7593405.500000 Penalty: 5442.572266
	Iteration 48Q: 3 clusters Score -7593406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7593405.500000 Penalty: 5442.572266
	Iteration 49Q: 3 clusters Score -7593406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7593402.500000 Penalty: 5442.572266
	Iteration 50Q: 3 clusters Score -7593402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7593400.000000 Penalty: 5442.572266
	Iteration 51Q: 3 clusters Score -7593400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7593400.000000 Penalty: 5442.572266
	Iteration 52F: 3 clusters Score -7593400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Entering Unmasked Estep 
Score: -4020082.750000 Penalty: 2563.300049
	Iteration 0F: 2 clusters Score -4020083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3999010.250000 Penalty: 5126.600098
	Iteration 0F: 3 clusters Score -3999010 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4006631.250000 Penalty: 5126.600098
	Iteration 1F: 3 clusters Score -4006631 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4007156.750000 Penalty: 5126.600098
	Iteration 2Q: 3 clusters Score -4007157 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4007725.500000 Penalty: 5126.600098
	Iteration 3Q: 3 clusters Score -4007726 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4008379.750000 Penalty: 5126.600098
	Iteration 4Q: 3 clusters Score -4008380 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4009188.750000 Penalty: 5126.600098
	Iteration 5Q: 3 clusters Score -4009189 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4010137.000000 Penalty: 5126.600098
	Iteration 6Q: 3 clusters Score -4010137 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4011110.000000 Penalty: 5126.600098
	Iteration 7Q: 3 clusters Score -4011110 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4012206.500000 Penalty: 5126.600098
	Iteration 8Q: 3 clusters Score -4012206 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -4013214.500000 Penalty: 5126.600098
	Iteration 9Q: 3 clusters Score -4013214 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4013994.250000 Penalty: 5126.600098
	Iteration 10Q: 3 clusters Score -4013994 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4014554.750000 Penalty: 5126.600098
	Iteration 11Q: 3 clusters Score -4014555 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4014979.750000 Penalty: 5126.600098
	Iteration 12Q: 3 clusters Score -4014980 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4015331.750000 Penalty: 5126.600098
	Iteration 13Q: 3 clusters Score -4015332 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4015583.000000 Penalty: 5126.600098
	Iteration 14Q: 3 clusters Score -4015583 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4015789.250000 Penalty: 5126.600098
	Iteration 15Q: 3 clusters Score -4015789 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4015964.250000 Penalty: 5126.600098
	Iteration 16Q: 3 clusters Score -4015964 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4016110.000000 Penalty: 5126.600098
	Iteration 17Q: 3 clusters Score -4016110 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4016293.000000 Penalty: 5126.600098
	Iteration 18Q: 3 clusters Score -4016293 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4016441.750000 Penalty: 5126.600098
	Iteration 19Q: 3 clusters Score -4016442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4016570.000000 Penalty: 5126.600098
	Iteration 20F: 3 clusters Score -4016570 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4016685.750000 Penalty: 5126.600098
	Iteration 21Q: 3 clusters Score -4016686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4016797.250000 Penalty: 5126.600098
	Iteration 22Q: 3 clusters Score -4016797 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4016896.000000 Penalty: 5126.600098
	Iteration 23Q: 3 clusters Score -4016896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4016995.000000 Penalty: 5126.600098
	Iteration 24Q: 3 clusters Score -4016995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4017058.250000 Penalty: 5126.600098
	Iteration 25Q: 3 clusters Score -4017058 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4017133.000000 Penalty: 5126.600098
	Iteration 26Q: 3 clusters Score -4017133 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4017193.500000 Penalty: 5126.600098
	Iteration 27Q: 3 clusters Score -4017194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4017227.750000 Penalty: 5126.600098
	Iteration 28Q: 3 clusters Score -4017228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4017283.000000 Penalty: 5126.600098
	Iteration 29Q: 3 clusters Score -4017283 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4017320.500000 Penalty: 5126.600098
	Iteration 30Q: 3 clusters Score -4017320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4017364.750000 Penalty: 5126.600098
	Iteration 31Q: 3 clusters Score -4017365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -4017395.500000 Penalty: 5126.600098
	Iteration 32Q: 3 clusters Score -4017396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4017428.000000 Penalty: 5126.600098
	Iteration 33Q: 3 clusters Score -4017428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4017454.000000 Penalty: 5126.600098
	Iteration 34Q: 3 clusters Score -4017454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4017482.000000 Penalty: 5126.600098
	Iteration 35Q: 3 clusters Score -4017482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4017498.250000 Penalty: 5126.600098
	Iteration 36Q: 3 clusters Score -4017498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4017530.250000 Penalty: 5126.600098
	Iteration 37Q: 3 clusters Score -4017530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4017554.250000 Penalty: 5126.600098
	Iteration 38Q: 3 clusters Score -4017554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4017581.500000 Penalty: 5126.600098
	Iteration 39Q: 3 clusters Score -4017582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4017601.500000 Penalty: 5126.600098
	Iteration 40F: 3 clusters Score -4017602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4017602.250000 Penalty: 5126.600098
	Iteration 41Q: 3 clusters Score -4017602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4017617.500000 Penalty: 5126.600098
	Iteration 42Q: 3 clusters Score -4017618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4017635.500000 Penalty: 5126.600098
	Iteration 43Q: 3 clusters Score -4017636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4017650.250000 Penalty: 5126.600098
	Iteration 44Q: 3 clusters Score -4017650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4017660.750000 Penalty: 5126.600098
	Iteration 45Q: 3 clusters Score -4017661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4017665.250000 Penalty: 5126.600098
	Iteration 46Q: 3 clusters Score -4017665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4017669.500000 Penalty: 5126.600098
	Iteration 47Q: 3 clusters Score -4017670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4017677.250000 Penalty: 5126.600098
	Iteration 48Q: 3 clusters Score -4017677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4017692.500000 Penalty: 5126.600098
	Iteration 49Q: 3 clusters Score -4017692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4017700.750000 Penalty: 5126.600098
	Iteration 50Q: 3 clusters Score -4017701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4017703.000000 Penalty: 5126.600098
	Iteration 51Q: 3 clusters Score -4017703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4017709.500000 Penalty: 5126.600098
	Iteration 52Q: 3 clusters Score -4017710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4017725.750000 Penalty: 5126.600098
	Iteration 53Q: 3 clusters Score -4017726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4017740.500000 Penalty: 5126.600098
	Iteration 54Q: 3 clusters Score -4017740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4017743.500000 Penalty: 5126.600098
	Iteration 55Q: 3 clusters Score -4017744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4017746.500000 Penalty: 5126.600098
	Iteration 56Q: 3 clusters Score -4017746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4017754.250000 Penalty: 5126.600098
	Iteration 57Q: 3 clusters Score -4017754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4017763.750000 Penalty: 5126.600098
	Iteration 58Q: 3 clusters Score -4017764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4017767.500000 Penalty: 5126.600098
	Iteration 59Q: 3 clusters Score -4017768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4017770.250000 Penalty: 5126.600098
	Iteration 60F: 3 clusters Score -4017770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4017773.750000 Penalty: 5126.600098
	Iteration 61Q: 3 clusters Score -4017774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4017780.000000 Penalty: 5126.600098
	Iteration 62Q: 3 clusters Score -4017780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4017786.000000 Penalty: 5126.600098
	Iteration 63Q: 3 clusters Score -4017786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4017782.500000 Penalty: 5126.600098
	Iteration 64Q: 3 clusters Score -4017782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4017785.750000 Penalty: 5126.600098
	Iteration 65Q: 3 clusters Score -4017786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4017796.750000 Penalty: 5126.600098
	Iteration 66Q: 3 clusters Score -4017797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4017793.250000 Penalty: 5126.600098
	Iteration 67Q: 3 clusters Score -4017793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4017802.000000 Penalty: 5126.600098
	Iteration 68Q: 3 clusters Score -4017802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4017808.500000 Penalty: 5126.600098
	Iteration 69Q: 3 clusters Score -4017808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4017809.000000 Penalty: 5126.600098
	Iteration 70Q: 3 clusters Score -4017809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4017815.000000 Penalty: 5126.600098
	Iteration 71Q: 3 clusters Score -4017815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4017811.750000 Penalty: 5126.600098
	Iteration 72Q: 3 clusters Score -4017812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4017813.750000 Penalty: 5126.600098
	Iteration 73Q: 3 clusters Score -4017814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4017814.000000 Penalty: 5126.600098
	Iteration 74Q: 3 clusters Score -4017814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4017830.250000 Penalty: 5126.600098
	Iteration 75Q: 3 clusters Score -4017830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4017833.000000 Penalty: 5126.600098
	Iteration 76Q: 3 clusters Score -4017833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4017830.750000 Penalty: 5126.600098
	Iteration 77Q: 3 clusters Score -4017831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4017831.250000 Penalty: 5126.600098
	Iteration 78Q: 3 clusters Score -4017831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4017826.000000 Penalty: 5126.600098
	Iteration 79Q: 3 clusters Score -4017826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4017829.750000 Penalty: 5126.600098
	Iteration 80F: 3 clusters Score -4017830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4017834.250000 Penalty: 5126.600098
	Iteration 81Q: 3 clusters Score -4017834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4017832.500000 Penalty: 5126.600098
	Iteration 82Q: 3 clusters Score -4017832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4017833.500000 Penalty: 5126.600098
	Iteration 83Q: 3 clusters Score -4017834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4017839.000000 Penalty: 5126.600098
	Iteration 84Q: 3 clusters Score -4017839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4017841.500000 Penalty: 5126.600098
	Iteration 85Q: 3 clusters Score -4017842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4017843.750000 Penalty: 5126.600098
	Iteration 86Q: 3 clusters Score -4017844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4017846.750000 Penalty: 5126.600098
	Iteration 87Q: 3 clusters Score -4017847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4017849.500000 Penalty: 5126.600098
	Iteration 88Q: 3 clusters Score -4017850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4017845.500000 Penalty: 5126.600098
	Iteration 89Q: 3 clusters Score -4017846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4017845.750000 Penalty: 5126.600098
	Iteration 90Q: 3 clusters Score -4017846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4017851.500000 Penalty: 5126.600098
	Iteration 91Q: 3 clusters Score -4017852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4017853.500000 Penalty: 5126.600098
	Iteration 92Q: 3 clusters Score -4017854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4017853.000000 Penalty: 5126.600098
	Iteration 93Q: 3 clusters Score -4017853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4017852.250000 Penalty: 5126.600098
	Iteration 94Q: 3 clusters Score -4017852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4017855.000000 Penalty: 5126.600098
	Iteration 95Q: 3 clusters Score -4017855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4017853.500000 Penalty: 5126.600098
	Iteration 96Q: 3 clusters Score -4017854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4017855.250000 Penalty: 5126.600098
	Iteration 97Q: 3 clusters Score -4017855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4017852.750000 Penalty: 5126.600098
	Iteration 98Q: 3 clusters Score -4017853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4017854.000000 Penalty: 5126.600098
	Iteration 99Q: 3 clusters Score -4017854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4017852.500000 Penalty: 5126.600098
	Iteration 100F: 3 clusters Score -4017852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4017855.000000 Penalty: 5126.600098
	Iteration 101Q: 3 clusters Score -4017855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4017855.000000 Penalty: 5126.600098
	Iteration 102F: 3 clusters Score -4017855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Entering Unmasked Estep 
Score: -1686525.875000 Penalty: 2361.603271
	Iteration 0F: 2 clusters Score -1686526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1676603.750000 Penalty: 4723.206543
	Iteration 0F: 3 clusters Score -1676604 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1679596.250000 Penalty: 4723.206543
	Iteration 1F: 3 clusters Score -1679596 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1679921.750000 Penalty: 4723.206543
	Iteration 2F: 3 clusters Score -1679922 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1680205.125000 Penalty: 4723.206543
	Iteration 3Q: 3 clusters Score -1680205 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1680477.375000 Penalty: 4723.206543
	Iteration 4Q: 3 clusters Score -1680477 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1680762.750000 Penalty: 4723.206543
	Iteration 5Q: 3 clusters Score -1680763 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1681029.000000 Penalty: 4723.206543
	Iteration 6Q: 3 clusters Score -1681029 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1681286.750000 Penalty: 4723.206543
	Iteration 7Q: 3 clusters Score -1681287 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1681547.750000 Penalty: 4723.206543
	Iteration 8Q: 3 clusters Score -1681548 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1681802.375000 Penalty: 4723.206543
	Iteration 9Q: 3 clusters Score -1681802 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1682030.125000 Penalty: 4723.206543
	Iteration 10Q: 3 clusters Score -1682030 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1682243.625000 Penalty: 4723.206543
	Iteration 11Q: 3 clusters Score -1682244 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1682459.125000 Penalty: 4723.206543
	Iteration 12Q: 3 clusters Score -1682459 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1682681.000000 Penalty: 4723.206543
	Iteration 13Q: 3 clusters Score -1682681 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1682894.500000 Penalty: 4723.206543
	Iteration 14Q: 3 clusters Score -1682894 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1683122.875000 Penalty: 4723.206543
	Iteration 15Q: 3 clusters Score -1683123 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1683366.000000 Penalty: 4723.206543
	Iteration 16Q: 3 clusters Score -1683366 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1683649.500000 Penalty: 4723.206543
	Iteration 17Q: 3 clusters Score -1683650 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1683977.000000 Penalty: 4723.206543
	Iteration 18Q: 3 clusters Score -1683977 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1684282.125000 Penalty: 4723.206543
	Iteration 19Q: 3 clusters Score -1684282 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1684502.750000 Penalty: 4723.206543
	Iteration 20F: 3 clusters Score -1684503 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1684624.000000 Penalty: 4723.206543
	Iteration 21Q: 3 clusters Score -1684624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1684708.000000 Penalty: 4723.206543
	Iteration 22Q: 3 clusters Score -1684708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1684794.375000 Penalty: 4723.206543
	Iteration 23Q: 3 clusters Score -1684794 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1684854.375000 Penalty: 4723.206543
	Iteration 24Q: 3 clusters Score -1684854 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1684920.500000 Penalty: 4723.206543
	Iteration 25Q: 3 clusters Score -1684920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1684982.500000 Penalty: 4723.206543
	Iteration 26Q: 3 clusters Score -1684982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1685033.000000 Penalty: 4723.206543
	Iteration 27Q: 3 clusters Score -1685033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1685083.500000 Penalty: 4723.206543
	Iteration 28Q: 3 clusters Score -1685084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1685129.375000 Penalty: 4723.206543
	Iteration 29Q: 3 clusters Score -1685129 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1685172.500000 Penalty: 4723.206543
	Iteration 30Q: 3 clusters Score -1685172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1685234.500000 Penalty: 4723.206543
	Iteration 31Q: 3 clusters Score -1685234 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1685283.500000 Penalty: 4723.206543
	Iteration 32Q: 3 clusters Score -1685284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1685339.375000 Penalty: 4723.206543
	Iteration 33Q: 3 clusters Score -1685339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1685384.000000 Penalty: 4723.206543
	Iteration 34Q: 3 clusters Score -1685384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1685412.125000 Penalty: 4723.206543
	Iteration 35Q: 3 clusters Score -1685412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1685435.000000 Penalty: 4723.206543
	Iteration 36Q: 3 clusters Score -1685435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1685457.125000 Penalty: 4723.206543
	Iteration 37Q: 3 clusters Score -1685457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1685470.500000 Penalty: 4723.206543
	Iteration 38Q: 3 clusters Score -1685470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1685478.500000 Penalty: 4723.206543
	Iteration 39Q: 3 clusters Score -1685478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1685484.375000 Penalty: 4723.206543
	Iteration 40F: 3 clusters Score -1685484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1685491.875000 Penalty: 4723.206543
	Iteration 41Q: 3 clusters Score -1685492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1685499.000000 Penalty: 4723.206543
	Iteration 42Q: 3 clusters Score -1685499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1685502.875000 Penalty: 4723.206543
	Iteration 43Q: 3 clusters Score -1685503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1685507.375000 Penalty: 4723.206543
	Iteration 44Q: 3 clusters Score -1685507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1685510.750000 Penalty: 4723.206543
	Iteration 45Q: 3 clusters Score -1685511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1685514.000000 Penalty: 4723.206543
	Iteration 46Q: 3 clusters Score -1685514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1685518.375000 Penalty: 4723.206543
	Iteration 47Q: 3 clusters Score -1685518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1685514.375000 Penalty: 4723.206543
	Iteration 48Q: 3 clusters Score -1685514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1685516.625000 Penalty: 4723.206543
	Iteration 49Q: 3 clusters Score -1685517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1685517.125000 Penalty: 4723.206543
	Iteration 50Q: 3 clusters Score -1685517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1685518.625000 Penalty: 4723.206543
	Iteration 51Q: 3 clusters Score -1685519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1685522.250000 Penalty: 4723.206543
	Iteration 52Q: 3 clusters Score -1685522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1685527.250000 Penalty: 4723.206543
	Iteration 53Q: 3 clusters Score -1685527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1685530.125000 Penalty: 4723.206543
	Iteration 54Q: 3 clusters Score -1685530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1685532.750000 Penalty: 4723.206543
	Iteration 55Q: 3 clusters Score -1685533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1685531.625000 Penalty: 4723.206543
	Iteration 56Q: 3 clusters Score -1685532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1685532.250000 Penalty: 4723.206543
	Iteration 57Q: 3 clusters Score -1685532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1685531.375000 Penalty: 4723.206543
	Iteration 58Q: 3 clusters Score -1685531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1685534.000000 Penalty: 4723.206543
	Iteration 59Q: 3 clusters Score -1685534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1685537.125000 Penalty: 4723.206543
	Iteration 60F: 3 clusters Score -1685537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1685537.375000 Penalty: 4723.206543
	Iteration 61Q: 3 clusters Score -1685537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1685540.875000 Penalty: 4723.206543
	Iteration 62Q: 3 clusters Score -1685541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1685541.000000 Penalty: 4723.206543
	Iteration 63Q: 3 clusters Score -1685541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1685540.375000 Penalty: 4723.206543
	Iteration 64Q: 3 clusters Score -1685540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1685538.375000 Penalty: 4723.206543
	Iteration 65Q: 3 clusters Score -1685538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1685537.500000 Penalty: 4723.206543
	Iteration 66Q: 3 clusters Score -1685538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1685540.625000 Penalty: 4723.206543
	Iteration 67Q: 3 clusters Score -1685541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1685541.000000 Penalty: 4723.206543
	Iteration 68Q: 3 clusters Score -1685541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1685539.875000 Penalty: 4723.206543
	Iteration 69Q: 3 clusters Score -1685540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1685541.250000 Penalty: 4723.206543
	Iteration 70Q: 3 clusters Score -1685541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1685541.250000 Penalty: 4723.206543
	Iteration 71F: 3 clusters Score -1685541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Entering Unmasked Estep 
Score: -4394651.000000 Penalty: 2586.124268
	Iteration 0F: 2 clusters Score -4394651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4371750.000000 Penalty: 5172.248535
	Iteration 0F: 3 clusters Score -4371750 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4380041.000000 Penalty: 5172.248535
	Iteration 1F: 3 clusters Score -4380041 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4380453.500000 Penalty: 5172.248535
	Iteration 2Q: 3 clusters Score -4380454 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4380805.000000 Penalty: 5172.248535
	Iteration 3Q: 3 clusters Score -4380805 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4381145.000000 Penalty: 5172.248535
	Iteration 4Q: 3 clusters Score -4381145 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4381527.000000 Penalty: 5172.248535
	Iteration 5Q: 3 clusters Score -4381527 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4382107.000000 Penalty: 5172.248535
	Iteration 6Q: 3 clusters Score -4382107 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4382859.500000 Penalty: 5172.248535
	Iteration 7Q: 3 clusters Score -4382860 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4384048.000000 Penalty: 5172.248535
	Iteration 8F: 3 clusters Score -4384048 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -4385767.500000 Penalty: 5172.248535
	Iteration 9F: 3 clusters Score -4385768 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4387835.000000 Penalty: 5172.248535
	Iteration 10F: 3 clusters Score -4387835 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4389833.000000 Penalty: 5172.248535
	Iteration 11F: 3 clusters Score -4389833 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4391137.500000 Penalty: 5172.248535
	Iteration 12Q: 3 clusters Score -4391138 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4391720.500000 Penalty: 5172.248535
	Iteration 13Q: 3 clusters Score -4391720 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4391995.500000 Penalty: 5172.248535
	Iteration 14Q: 3 clusters Score -4391996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4392115.500000 Penalty: 5172.248535
	Iteration 15Q: 3 clusters Score -4392116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4392217.000000 Penalty: 5172.248535
	Iteration 16Q: 3 clusters Score -4392217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4392281.500000 Penalty: 5172.248535
	Iteration 17Q: 3 clusters Score -4392282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4392320.500000 Penalty: 5172.248535
	Iteration 18Q: 3 clusters Score -4392320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4392345.000000 Penalty: 5172.248535
	Iteration 19Q: 3 clusters Score -4392345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4392362.500000 Penalty: 5172.248535
	Iteration 20F: 3 clusters Score -4392362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4392372.000000 Penalty: 5172.248535
	Iteration 21Q: 3 clusters Score -4392372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4392383.500000 Penalty: 5172.248535
	Iteration 22Q: 3 clusters Score -4392384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4392395.500000 Penalty: 5172.248535
	Iteration 23Q: 3 clusters Score -4392396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4392396.000000 Penalty: 5172.248535
	Iteration 24Q: 3 clusters Score -4392396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4392397.500000 Penalty: 5172.248535
	Iteration 25Q: 3 clusters Score -4392398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4392397.500000 Penalty: 5172.248535
	Iteration 26F: 3 clusters Score -4392398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 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 379 members 
Entering Unmasked Estep 
Score: -84071.015625 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84071.02 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84410.070312 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84410.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84650.296875 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84650.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84894.601562 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -84894.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85240.148438 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -85240.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85648.968750 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85648.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86166.906250 Penalty: 3297.896240
	Iteration 6F: 3 clusters Score -86166.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86626.679688 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -86626.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86721.617188 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86721.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86850.257812 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86850.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86980.929688 Penalty: 3297.896240
	Iteration 11F: 3 clusters Score -86980.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174173 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186483 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 507 members 
Entering Unmasked Estep 
Score: -166436608.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166437376.000000 to -166436608.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173584 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174173 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186483 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437456.000000 Penalty: 73383.539062
Iteration 399Q: 22 clusters Score -1.664375e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173587 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174172 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186478 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 30816 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 400F: 22 clusters Score -1.664374e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173596 members 
Mstep: Class 3 contains 170627 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174169 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186475 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 401Q: 22 clusters Score -1.664375e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173603 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167700 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174357 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174168 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186468 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 402Q: 22 clusters Score -1.664374e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173610 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174359 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174160 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186460 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 403Q: 22 clusters Score -1.664373e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173610 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174156 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186459 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13666 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 404Q: 22 clusters Score -1.664373e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173617 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 174364 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174153 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186455 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 405Q: 22 clusters Score -1.664374e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173629 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167714 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26162 members 
Mstep: Class 9 contains 174367 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186447 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 30812 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 73383.539062
Iteration 406Q: 22 clusters Score -1.664374e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173630 members 
Mstep: Class 3 contains 170627 members 
Mstep: Class 4 contains 167716 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26162 members 
Mstep: Class 9 contains 174370 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174141 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186441 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437488.000000 Penalty: 73383.539062
Iteration 407Q: 22 clusters Score -1.664375e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173634 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167714 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174368 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174136 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186441 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13665 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 408Q: 22 clusters Score -1.664374e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173642 members 
Mstep: Class 3 contains 170631 members 
Mstep: Class 4 contains 167710 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174131 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186441 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 409Q: 22 clusters Score -1.664374e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173641 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167713 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174368 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174132 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186437 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 410Q: 22 clusters Score -1.664374e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173642 members 
Mstep: Class 3 contains 170631 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174371 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174137 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186427 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 411Q: 22 clusters Score -1.664373e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173644 members 
Mstep: Class 3 contains 170632 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174372 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174132 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186429 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 412Q: 22 clusters Score -1.664373e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173654 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167713 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174370 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174127 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186428 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33793 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 73383.539062
Iteration 413Q: 22 clusters Score -1.664373e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173658 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167716 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174375 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174115 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186422 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33797 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 414Q: 22 clusters Score -1.664374e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173672 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167711 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69185 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174377 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174104 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186420 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33802 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 415Q: 22 clusters Score -1.664374e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173684 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69184 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174375 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174099 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186419 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33808 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 416Q: 22 clusters Score -1.664373e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173690 members 
Mstep: Class 3 contains 170631 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174370 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174097 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186414 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 73383.539062
Iteration 417Q: 22 clusters Score -1.664373e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173690 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167711 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174367 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174096 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186410 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437232.000000 Penalty: 73383.539062
Iteration 418Q: 22 clusters Score -1.664372e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173690 members 
Mstep: Class 3 contains 170629 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69183 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174109 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186406 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33816 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 73383.539062
Iteration 419Q: 22 clusters Score -1.664372e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173697 members 
Mstep: Class 3 contains 170624 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69183 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174110 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186404 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 13664 members 
Mstep: Class 20 contains 33817 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437232.000000 Penalty: 73383.539062
Iteration 420F: 22 clusters Score -1.664372e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173695 members 
Mstep: Class 3 contains 170625 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174358 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174121 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186397 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33818 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 421Q: 22 clusters Score -1.664372e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173692 members 
Mstep: Class 3 contains 170622 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174363 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174125 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186389 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13663 members 
Mstep: Class 20 contains 33819 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 422Q: 22 clusters Score -1.664373e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173693 members 
Mstep: Class 3 contains 170622 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174371 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174128 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186375 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58288 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33820 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 423Q: 22 clusters Score -1.664373e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173693 members 
Mstep: Class 3 contains 170622 members 
Mstep: Class 4 contains 167706 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69187 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174374 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174132 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186366 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33822 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 73383.539062
Iteration 424Q: 22 clusters Score -1.664373e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173694 members 
Mstep: Class 3 contains 170623 members 
Mstep: Class 4 contains 167708 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26164 members 
Mstep: Class 9 contains 174373 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174132 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186359 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33825 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 425Q: 22 clusters Score -1.664373e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173694 members 
Mstep: Class 3 contains 170623 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174373 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174141 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186351 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33826 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 426Q: 22 clusters Score -1.664372e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173698 members 
Mstep: Class 3 contains 170622 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174372 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186338 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33829 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 427Q: 22 clusters Score -1.664373e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173702 members 
Mstep: Class 3 contains 170625 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174367 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186334 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13662 members 
Mstep: Class 20 contains 33832 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 73383.539062
Iteration 428Q: 22 clusters Score -1.664372e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173705 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174363 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174151 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186327 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33833 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437232.000000 Penalty: 73383.539062
Iteration 429Q: 22 clusters Score -1.664372e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173702 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167700 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174364 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174152 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186323 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33837 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 73383.539062
Iteration 430Q: 22 clusters Score -1.664372e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173704 members 
Mstep: Class 3 contains 170623 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174362 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174154 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186315 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33841 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 431Q: 22 clusters Score -1.664373e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173701 members 
Mstep: Class 3 contains 170621 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69190 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186313 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58304 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33844 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 432Q: 22 clusters Score -1.664373e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173702 members 
Mstep: Class 3 contains 170620 members 
Mstep: Class 4 contains 167706 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69190 members 
Mstep: Class 8 contains 26170 members 
Mstep: Class 9 contains 174368 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174156 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186304 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33846 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 433Q: 22 clusters Score -1.664373e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173707 members 
Mstep: Class 3 contains 170618 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 26170 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174150 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186301 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58307 members 
Mstep: Class 18 contains 30797 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33846 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 434Q: 22 clusters Score -1.664373e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173711 members 
Mstep: Class 3 contains 170615 members 
Mstep: Class 4 contains 167714 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69192 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 186293 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58306 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33849 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 435Q: 22 clusters Score -1.664374e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173709 members 
Mstep: Class 3 contains 170616 members 
Mstep: Class 4 contains 167716 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174364 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174147 members 
Mstep: Class 13 contains 19949 members 
Mstep: Class 14 contains 186288 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58308 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33853 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 436Q: 22 clusters Score -1.664373e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173713 members 
Mstep: Class 3 contains 170615 members 
Mstep: Class 4 contains 167715 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174143 members 
Mstep: Class 13 contains 19950 members 
Mstep: Class 14 contains 186284 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58310 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33855 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 437Q: 22 clusters Score -1.664373e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173724 members 
Mstep: Class 3 contains 170614 members 
Mstep: Class 4 contains 167717 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174362 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174133 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186281 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58311 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33855 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 438Q: 22 clusters Score -1.664374e+08 nChanged 43
Entering ConstructFrom: 
Score: -166437392.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113750.289062 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113750.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114092.062500 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114092.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114260.015625 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114409.820312 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114409.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114609.789062 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -114609.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114859.218750 Penalty: 3464.878418
	Iteration 5F: 3 clusters Score -114859.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115204.554688 Penalty: 3464.878418
	Iteration 6F: 3 clusters Score -115204.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115766.906250 Penalty: 3464.878418
	Iteration 7F: 3 clusters Score -115766.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -115951.203125 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116049.593750 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -116049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -116102.750000 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -116102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116140.281250 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -116140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116192.445312 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -116192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116269.179688 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -116269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -116394.109375 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -116394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116519.460938 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -116519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116523.070312 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -116523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -116525.539062 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -116525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -116525.539062 Penalty: 3464.878418
	Iteration 18F: 3 clusters Score -116525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173734 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167718 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174356 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174135 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186273 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58313 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33855 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 772 members 
Entering Unmasked Estep 
Score: -166436368.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166437392.000000 to -166436368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Entering Unmasked Estep 
Score: -22532852.000000 Penalty: 2992.189697
	Iteration 0F: 2 clusters Score -2.253285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -22419760.000000 Penalty: 5984.379395
	Iteration 0F: 3 clusters Score -2.241976e+07 nChanged 83271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -22468264.000000 Penalty: 5984.379395
	Iteration 1F: 3 clusters Score -2.246826e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -22469108.000000 Penalty: 5984.379395
	Iteration 2Q: 3 clusters Score -2.246911e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -22470182.000000 Penalty: 5984.379395
	Iteration 3Q: 3 clusters Score -2.247018e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -22471634.000000 Penalty: 5984.379395
	Iteration 4Q: 3 clusters Score -2.247163e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -22474330.000000 Penalty: 5984.379395
	Iteration 5Q: 3 clusters Score -2.247433e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 111663 members 
Entering Unmasked Estep 
Score: -22479302.000000 Penalty: 5984.379395
	Iteration 6F: 3 clusters Score -2.24793e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -22488016.000000 Penalty: 5984.379395
	Iteration 7F: 3 clusters Score -2.248802e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -22500314.000000 Penalty: 5984.379395
	Iteration 8F: 3 clusters Score -2.250031e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -22513026.000000 Penalty: 5984.379395
	Iteration 9F: 3 clusters Score -2.251303e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -22521694.000000 Penalty: 5984.379395
	Iteration 10F: 3 clusters Score -2.252169e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -22526382.000000 Penalty: 5984.379395
	Iteration 11Q: 3 clusters Score -2.252638e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -22528688.000000 Penalty: 5984.379395
	Iteration 12Q: 3 clusters Score -2.252869e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -22529658.000000 Penalty: 5984.379395
	Iteration 13Q: 3 clusters Score -2.252966e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -22529978.000000 Penalty: 5984.379395
	Iteration 14Q: 3 clusters Score -2.252998e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -22530290.000000 Penalty: 5984.379395
	Iteration 15Q: 3 clusters Score -2.253029e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -22530368.000000 Penalty: 5984.379395
	Iteration 16Q: 3 clusters Score -2.253037e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -22530482.000000 Penalty: 5984.379395
	Iteration 17Q: 3 clusters Score -2.253048e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -22530544.000000 Penalty: 5984.379395
	Iteration 18Q: 3 clusters Score -2.253054e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 172390 members 
Entering Unmasked Estep 
Score: -22530574.000000 Penalty: 5984.379395
	Iteration 19Q: 3 clusters Score -2.253057e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 172477 members 
Entering Unmasked Estep 
Score: -22530574.000000 Penalty: 5984.379395
	Iteration 20F: 3 clusters Score -2.253057e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 172552 members 
Entering Unmasked Estep 
Score: -22530618.000000 Penalty: 5984.379395
	Iteration 21Q: 3 clusters Score -2.253062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -22530632.000000 Penalty: 5984.379395
	Iteration 22Q: 3 clusters Score -2.253063e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -22530700.000000 Penalty: 5984.379395
	Iteration 23Q: 3 clusters Score -2.25307e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -22530698.000000 Penalty: 5984.379395
	Iteration 24Q: 3 clusters Score -2.25307e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -22530704.000000 Penalty: 5984.379395
	Iteration 25Q: 3 clusters Score -2.25307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -22530732.000000 Penalty: 5984.379395
	Iteration 26Q: 3 clusters Score -2.253073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 172749 members 
Entering Unmasked Estep 
Score: -22530752.000000 Penalty: 5984.379395
	Iteration 27Q: 3 clusters Score -2.253075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 172764 members 
Entering Unmasked Estep 
Score: -22530746.000000 Penalty: 5984.379395
	Iteration 28Q: 3 clusters Score -2.253075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -22530740.000000 Penalty: 5984.379395
	Iteration 29Q: 3 clusters Score -2.253074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -22530740.000000 Penalty: 5984.379395
	Iteration 30Q: 3 clusters Score -2.253074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -22530730.000000 Penalty: 5984.379395
	Iteration 31Q: 3 clusters Score -2.253073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -22530734.000000 Penalty: 5984.379395
	Iteration 32Q: 3 clusters Score -2.253073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -22530732.000000 Penalty: 5984.379395
	Iteration 33Q: 3 clusters Score -2.253073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -22530726.000000 Penalty: 5984.379395
	Iteration 34Q: 3 clusters Score -2.253073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -22530738.000000 Penalty: 5984.379395
	Iteration 35Q: 3 clusters Score -2.253074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 172830 members 
Entering Unmasked Estep 
Score: -22530728.000000 Penalty: 5984.379395
	Iteration 36Q: 3 clusters Score -2.253073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -22530722.000000 Penalty: 5984.379395
	Iteration 37Q: 3 clusters Score -2.253072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -22530732.000000 Penalty: 5984.379395
	Iteration 38Q: 3 clusters Score -2.253073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -22530732.000000 Penalty: 5984.379395
	Iteration 39F: 3 clusters Score -2.253073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Entering Unmasked Estep 
Score: -22131116.000000 Penalty: 2987.692383
	Iteration 0F: 2 clusters Score -2.213112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -22020394.000000 Penalty: 5975.384766
	Iteration 0F: 3 clusters Score -2.202039e+07 nChanged 81770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -22068204.000000 Penalty: 5975.384766
	Iteration 1F: 3 clusters Score -2.20682e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -22069666.000000 Penalty: 5975.384766
	Iteration 2Q: 3 clusters Score -2.206967e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -22071710.000000 Penalty: 5975.384766
	Iteration 3Q: 3 clusters Score -2.207171e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -22074870.000000 Penalty: 5975.384766
	Iteration 4Q: 3 clusters Score -2.207487e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -22079720.000000 Penalty: 5975.384766
	Iteration 5F: 3 clusters Score -2.207972e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -22087234.000000 Penalty: 5975.384766
	Iteration 6F: 3 clusters Score -2.208723e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 133146 members 
Entering Unmasked Estep 
Score: -22096936.000000 Penalty: 5975.384766
	Iteration 7F: 3 clusters Score -2.209694e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -22107400.000000 Penalty: 5975.384766
	Iteration 8F: 3 clusters Score -2.21074e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -22116354.000000 Penalty: 5975.384766
	Iteration 9F: 3 clusters Score -2.211635e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -22122892.000000 Penalty: 5975.384766
	Iteration 10Q: 3 clusters Score -2.212289e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -22126160.000000 Penalty: 5975.384766
	Iteration 11Q: 3 clusters Score -2.212616e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -22127506.000000 Penalty: 5975.384766
	Iteration 12Q: 3 clusters Score -2.212751e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -22127978.000000 Penalty: 5975.384766
	Iteration 13Q: 3 clusters Score -2.212798e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -22128176.000000 Penalty: 5975.384766
	Iteration 14Q: 3 clusters Score -2.212818e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -22128308.000000 Penalty: 5975.384766
	Iteration 15Q: 3 clusters Score -2.212831e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -22128366.000000 Penalty: 5975.384766
	Iteration 16Q: 3 clusters Score -2.212837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -22128388.000000 Penalty: 5975.384766
	Iteration 17Q: 3 clusters Score -2.212839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -22128424.000000 Penalty: 5975.384766
	Iteration 18Q: 3 clusters Score -2.212842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -22128446.000000 Penalty: 5975.384766
	Iteration 19Q: 3 clusters Score -2.212845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -22128480.000000 Penalty: 5975.384766
	Iteration 20F: 3 clusters Score -2.212848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170336 members 
Entering Unmasked Estep 
Score: -22128510.000000 Penalty: 5975.384766
	Iteration 21Q: 3 clusters Score -2.212851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -22128514.000000 Penalty: 5975.384766
	Iteration 22Q: 3 clusters Score -2.212851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -22128516.000000 Penalty: 5975.384766
	Iteration 23Q: 3 clusters Score -2.212852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -22128516.000000 Penalty: 5975.384766
	Iteration 24Q: 3 clusters Score -2.212852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -22128514.000000 Penalty: 5975.384766
	Iteration 25Q: 3 clusters Score -2.212851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170336 members 
Entering Unmasked Estep 
Score: -22128530.000000 Penalty: 5975.384766
	Iteration 26Q: 3 clusters Score -2.212853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170336 members 
Entering Unmasked Estep 
Score: -22128526.000000 Penalty: 5975.384766
	Iteration 27Q: 3 clusters Score -2.212853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -22128528.000000 Penalty: 5975.384766
	Iteration 28Q: 3 clusters Score -2.212853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -22128530.000000 Penalty: 5975.384766
	Iteration 29Q: 3 clusters Score -2.212853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -22128536.000000 Penalty: 5975.384766
	Iteration 30Q: 3 clusters Score -2.212854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 170340 members 
Entering Unmasked Estep 
Score: -22128526.000000 Penalty: 5975.384766
	Iteration 31Q: 3 clusters Score -2.212853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -22128540.000000 Penalty: 5975.384766
	Iteration 32Q: 3 clusters Score -2.212854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -22128552.000000 Penalty: 5975.384766
	Iteration 33Q: 3 clusters Score -2.212855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 170344 members 
Entering Unmasked Estep 
Score: -22128552.000000 Penalty: 5975.384766
	Iteration 34Q: 3 clusters Score -2.212855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 170345 members 
Entering Unmasked Estep 
Score: -22128540.000000 Penalty: 5975.384766
	Iteration 35Q: 3 clusters Score -2.212854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -22128546.000000 Penalty: 5975.384766
	Iteration 36Q: 3 clusters Score -2.212855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -22128546.000000 Penalty: 5975.384766
	Iteration 37Q: 3 clusters Score -2.212855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -22128546.000000 Penalty: 5975.384766
	Iteration 38F: 3 clusters Score -2.212855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167718 members 
Entering Unmasked Estep 
Score: -21529680.000000 Penalty: 2983.449707
	Iteration 0F: 2 clusters Score -2.152968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -21419296.000000 Penalty: 5966.899414
	Iteration 0F: 3 clusters Score -2.14193e+07 nChanged 80122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -21465804.000000 Penalty: 5966.899414
	Iteration 1F: 3 clusters Score -2.14658e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -21466766.000000 Penalty: 5966.899414
	Iteration 2Q: 3 clusters Score -2.146677e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -21468358.000000 Penalty: 5966.899414
	Iteration 3Q: 3 clusters Score -2.146836e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -21471004.000000 Penalty: 5966.899414
	Iteration 4Q: 3 clusters Score -2.1471e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -21476388.000000 Penalty: 5966.899414
	Iteration 5F: 3 clusters Score -2.147639e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -21486410.000000 Penalty: 5966.899414
	Iteration 6F: 3 clusters Score -2.148641e+07 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133317 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -21500044.000000 Penalty: 5966.899414
	Iteration 7F: 3 clusters Score -2.150004e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -21513358.000000 Penalty: 5966.899414
	Iteration 8F: 3 clusters Score -2.151336e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -21522034.000000 Penalty: 5966.899414
	Iteration 9Q: 3 clusters Score -2.152203e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -21526760.000000 Penalty: 5966.899414
	Iteration 10Q: 3 clusters Score -2.152676e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157011 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -21528382.000000 Penalty: 5966.899414
	Iteration 11Q: 3 clusters Score -2.152838e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -21529134.000000 Penalty: 5966.899414
	Iteration 12Q: 3 clusters Score -2.152913e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -21529350.000000 Penalty: 5966.899414
	Iteration 13Q: 3 clusters Score -2.152935e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -21529538.000000 Penalty: 5966.899414
	Iteration 14Q: 3 clusters Score -2.152954e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -21529650.000000 Penalty: 5966.899414
	Iteration 15Q: 3 clusters Score -2.152965e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160154 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -21529774.000000 Penalty: 5966.899414
	Iteration 16Q: 3 clusters Score -2.152977e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -21529766.000000 Penalty: 5966.899414
	Iteration 17Q: 3 clusters Score -2.152977e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -21529730.000000 Penalty: 5966.899414
	Iteration 18Q: 3 clusters Score -2.152973e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161264 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -21529736.000000 Penalty: 5966.899414
	Iteration 19Q: 3 clusters Score -2.152974e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -21529696.000000 Penalty: 5966.899414
	Iteration 20F: 3 clusters Score -2.15297e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21529686.000000 Penalty: 5966.899414
	Iteration 21Q: 3 clusters Score -2.152969e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -21529708.000000 Penalty: 5966.899414
	Iteration 22Q: 3 clusters Score -2.152971e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -21529662.000000 Penalty: 5966.899414
	Iteration 23Q: 3 clusters Score -2.152966e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -21529620.000000 Penalty: 5966.899414
	Iteration 24Q: 3 clusters Score -2.152962e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -21529590.000000 Penalty: 5966.899414
	Iteration 25Q: 3 clusters Score -2.152959e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -21529584.000000 Penalty: 5966.899414
	Iteration 26Q: 3 clusters Score -2.152958e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162850 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -21529586.000000 Penalty: 5966.899414
	Iteration 27Q: 3 clusters Score -2.152959e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162960 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -21529548.000000 Penalty: 5966.899414
	Iteration 28Q: 3 clusters Score -2.152955e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -21529472.000000 Penalty: 5966.899414
	Iteration 29Q: 3 clusters Score -2.152947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -21529442.000000 Penalty: 5966.899414
	Iteration 30Q: 3 clusters Score -2.152944e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -21529388.000000 Penalty: 5966.899414
	Iteration 31Q: 3 clusters Score -2.152939e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -21529364.000000 Penalty: 5966.899414
	Iteration 32Q: 3 clusters Score -2.152936e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21529360.000000 Penalty: 5966.899414
	Iteration 33Q: 3 clusters Score -2.152936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -21529336.000000 Penalty: 5966.899414
	Iteration 34Q: 3 clusters Score -2.152934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163528 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -21529304.000000 Penalty: 5966.899414
	Iteration 35Q: 3 clusters Score -2.15293e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -21529328.000000 Penalty: 5966.899414
	Iteration 36Q: 3 clusters Score -2.152933e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163656 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21529302.000000 Penalty: 5966.899414
	Iteration 37Q: 3 clusters Score -2.15293e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21529266.000000 Penalty: 5966.899414
	Iteration 38Q: 3 clusters Score -2.152927e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -21529244.000000 Penalty: 5966.899414
	Iteration 39Q: 3 clusters Score -2.152924e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -21529218.000000 Penalty: 5966.899414
	Iteration 40F: 3 clusters Score -2.152922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -21529208.000000 Penalty: 5966.899414
	Iteration 41Q: 3 clusters Score -2.152921e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -21529200.000000 Penalty: 5966.899414
	Iteration 42Q: 3 clusters Score -2.15292e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21529182.000000 Penalty: 5966.899414
	Iteration 43Q: 3 clusters Score -2.152918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21529158.000000 Penalty: 5966.899414
	Iteration 44Q: 3 clusters Score -2.152916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21529140.000000 Penalty: 5966.899414
	Iteration 45Q: 3 clusters Score -2.152914e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21529120.000000 Penalty: 5966.899414
	Iteration 46Q: 3 clusters Score -2.152912e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21529112.000000 Penalty: 5966.899414
	Iteration 47Q: 3 clusters Score -2.152911e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21529112.000000 Penalty: 5966.899414
	Iteration 48Q: 3 clusters Score -2.152911e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21529120.000000 Penalty: 5966.899414
	Iteration 49Q: 3 clusters Score -2.152912e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21529096.000000 Penalty: 5966.899414
	Iteration 50Q: 3 clusters Score -2.15291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -21529096.000000 Penalty: 5966.899414
	Iteration 51Q: 3 clusters Score -2.15291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164473 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -21529072.000000 Penalty: 5966.899414
	Iteration 52Q: 3 clusters Score -2.152907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -21529066.000000 Penalty: 5966.899414
	Iteration 53Q: 3 clusters Score -2.152907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -21529072.000000 Penalty: 5966.899414
	Iteration 54Q: 3 clusters Score -2.152907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21529058.000000 Penalty: 5966.899414
	Iteration 55Q: 3 clusters Score -2.152906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -21529070.000000 Penalty: 5966.899414
	Iteration 56Q: 3 clusters Score -2.152907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164577 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -21529078.000000 Penalty: 5966.899414
	Iteration 57Q: 3 clusters Score -2.152908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -21529038.000000 Penalty: 5966.899414
	Iteration 58Q: 3 clusters Score -2.152904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164614 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21529016.000000 Penalty: 5966.899414
	Iteration 59Q: 3 clusters Score -2.152902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164629 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -21529024.000000 Penalty: 5966.899414
	Iteration 60F: 3 clusters Score -2.152902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21529004.000000 Penalty: 5966.899414
	Iteration 61Q: 3 clusters Score -2.1529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -21529008.000000 Penalty: 5966.899414
	Iteration 62Q: 3 clusters Score -2.152901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -21529002.000000 Penalty: 5966.899414
	Iteration 63Q: 3 clusters Score -2.1529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21528996.000000 Penalty: 5966.899414
	Iteration 64Q: 3 clusters Score -2.1529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21528998.000000 Penalty: 5966.899414
	Iteration 65Q: 3 clusters Score -2.1529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -21529006.000000 Penalty: 5966.899414
	Iteration 66Q: 3 clusters Score -2.152901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21529010.000000 Penalty: 5966.899414
	Iteration 67Q: 3 clusters Score -2.152901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21529004.000000 Penalty: 5966.899414
	Iteration 68Q: 3 clusters Score -2.1529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -21529020.000000 Penalty: 5966.899414
	Iteration 69Q: 3 clusters Score -2.152902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -21529028.000000 Penalty: 5966.899414
	Iteration 70Q: 3 clusters Score -2.152903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21529028.000000 Penalty: 5966.899414
	Iteration 71Q: 3 clusters Score -2.152903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21529016.000000 Penalty: 5966.899414
	Iteration 72Q: 3 clusters Score -2.152902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164772 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -21529022.000000 Penalty: 5966.899414
	Iteration 73Q: 3 clusters Score -2.152902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -21529004.000000 Penalty: 5966.899414
	Iteration 74Q: 3 clusters Score -2.1529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21529012.000000 Penalty: 5966.899414
	Iteration 75Q: 3 clusters Score -2.152901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164812 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21529014.000000 Penalty: 5966.899414
	Iteration 76Q: 3 clusters Score -2.152901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21529024.000000 Penalty: 5966.899414
	Iteration 77Q: 3 clusters Score -2.152902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21529012.000000 Penalty: 5966.899414
	Iteration 78Q: 3 clusters Score -2.152901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -21529022.000000 Penalty: 5966.899414
	Iteration 79Q: 3 clusters Score -2.152902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164851 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21529014.000000 Penalty: 5966.899414
	Iteration 80F: 3 clusters Score -2.152901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21529012.000000 Penalty: 5966.899414
	Iteration 81Q: 3 clusters Score -2.152901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164877 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21529022.000000 Penalty: 5966.899414
	Iteration 82Q: 3 clusters Score -2.152902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21528998.000000 Penalty: 5966.899414
	Iteration 83Q: 3 clusters Score -2.1529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21528996.000000 Penalty: 5966.899414
	Iteration 84Q: 3 clusters Score -2.1529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21529022.000000 Penalty: 5966.899414
	Iteration 85Q: 3 clusters Score -2.152902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21529002.000000 Penalty: 5966.899414
	Iteration 86Q: 3 clusters Score -2.1529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164977 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -21529000.000000 Penalty: 5966.899414
	Iteration 87Q: 3 clusters Score -2.1529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -21528974.000000 Penalty: 5966.899414
	Iteration 88Q: 3 clusters Score -2.152897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -21528980.000000 Penalty: 5966.899414
	Iteration 89Q: 3 clusters Score -2.152898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21528954.000000 Penalty: 5966.899414
	Iteration 90Q: 3 clusters Score -2.152895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165055 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -21528952.000000 Penalty: 5966.899414
	Iteration 91Q: 3 clusters Score -2.152895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165076 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21528964.000000 Penalty: 5966.899414
	Iteration 92Q: 3 clusters Score -2.152896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21528974.000000 Penalty: 5966.899414
	Iteration 93Q: 3 clusters Score -2.152897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21528974.000000 Penalty: 5966.899414
	Iteration 94Q: 3 clusters Score -2.152897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21528942.000000 Penalty: 5966.899414
	Iteration 95Q: 3 clusters Score -2.152894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -21528956.000000 Penalty: 5966.899414
	Iteration 96Q: 3 clusters Score -2.152896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21528944.000000 Penalty: 5966.899414
	Iteration 97Q: 3 clusters Score -2.152894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165144 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21528938.000000 Penalty: 5966.899414
	Iteration 98Q: 3 clusters Score -2.152894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -21528938.000000 Penalty: 5966.899414
	Iteration 99Q: 3 clusters Score -2.152894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -21528938.000000 Penalty: 5966.899414
	Iteration 100F: 3 clusters Score -2.152894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21528946.000000 Penalty: 5966.899414
	Iteration 101Q: 3 clusters Score -2.152895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21528940.000000 Penalty: 5966.899414
	Iteration 102Q: 3 clusters Score -2.152894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21528940.000000 Penalty: 5966.899414
	Iteration 103Q: 3 clusters Score -2.152894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21528954.000000 Penalty: 5966.899414
	Iteration 104Q: 3 clusters Score -2.152895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -21528964.000000 Penalty: 5966.899414
	Iteration 105Q: 3 clusters Score -2.152896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165194 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21528934.000000 Penalty: 5966.899414
	Iteration 106Q: 3 clusters Score -2.152893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21528936.000000 Penalty: 5966.899414
	Iteration 107Q: 3 clusters Score -2.152894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21528936.000000 Penalty: 5966.899414
	Iteration 108Q: 3 clusters Score -2.152894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21528922.000000 Penalty: 5966.899414
	Iteration 109Q: 3 clusters Score -2.152892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21528938.000000 Penalty: 5966.899414
	Iteration 110Q: 3 clusters Score -2.152894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21528938.000000 Penalty: 5966.899414
	Iteration 111F: 3 clusters Score -2.152894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -146329.890625 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -146329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -144255.156250 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -144255.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144593.546875 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -144593.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144687.531250 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -144687.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144732.031250 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -144732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144761.875000 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -144761.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144781.390625 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -144781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144785.875000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -144785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144791.390625 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -144791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144795.921875 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -144795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144809.046875 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -144809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144822.609375 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -144822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144834.718750 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -144834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144842.437500 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -144842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144847.015625 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -144847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144850.187500 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -144850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144859.234375 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -144859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144880.531250 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -144880.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144905.781250 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -144905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144949.593750 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -144949.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144992.265625 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -144992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145029.359375 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -145029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145093.343750 Penalty: 3524.062744
	Iteration 21Q: 3 clusters Score -145093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145162.187500 Penalty: 3524.062744
	Iteration 22Q: 3 clusters Score -145162.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145231.937500 Penalty: 3524.062744
	Iteration 23Q: 3 clusters Score -145231.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145310.671875 Penalty: 3524.062744
	Iteration 24Q: 3 clusters Score -145310.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145383.250000 Penalty: 3524.062744
	Iteration 25Q: 3 clusters Score -145383.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145430.234375 Penalty: 3524.062744
	Iteration 26Q: 3 clusters Score -145430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145453.578125 Penalty: 3524.062744
	Iteration 27Q: 3 clusters Score -145453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145475.781250 Penalty: 3524.062744
	Iteration 28Q: 3 clusters Score -145475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145495.062500 Penalty: 3524.062744
	Iteration 29Q: 3 clusters Score -145495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145504.953125 Penalty: 3524.062744
	Iteration 30Q: 3 clusters Score -145505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145515.828125 Penalty: 3524.062744
	Iteration 31Q: 3 clusters Score -145515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145522.687500 Penalty: 3524.062744
	Iteration 32Q: 3 clusters Score -145522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145527.296875 Penalty: 3524.062744
	Iteration 33Q: 3 clusters Score -145527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145531.015625 Penalty: 3524.062744
	Iteration 34Q: 3 clusters Score -145531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145533.687500 Penalty: 3524.062744
	Iteration 35Q: 3 clusters Score -145533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145538.328125 Penalty: 3524.062744
	Iteration 36Q: 3 clusters Score -145538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145540.156250 Penalty: 3524.062744
	Iteration 37Q: 3 clusters Score -145540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145541.515625 Penalty: 3524.062744
	Iteration 38Q: 3 clusters Score -145541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145542.437500 Penalty: 3524.062744
	Iteration 39Q: 3 clusters Score -145542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145555.828125 Penalty: 3524.062744
	Iteration 40F: 3 clusters Score -145555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145578.921875 Penalty: 3524.062744
	Iteration 41Q: 3 clusters Score -145578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145581.890625 Penalty: 3524.062744
	Iteration 42Q: 3 clusters Score -145581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145581.890625 Penalty: 3524.062744
	Iteration 43F: 3 clusters Score -145581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60410.480469 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60410.48 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60733.765625 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60733.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60909.324219 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -60909.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61076.992188 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61076.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61143.121094 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -61143.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61208.125000 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -61208.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61242.375000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -61242.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61256.347656 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -61256.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61292.500000 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -61292.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61357.492188 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -61357.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61440.921875 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -61440.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61481.562500 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -61481.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61520.710938 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -61520.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61545.324219 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -61545.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61577.750000 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -61577.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61593.972656 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -61593.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61603.367188 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -61603.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61610.511719 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -61610.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61614.515625 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -61614.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61628.593750 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -61628.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61637.441406 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -61637.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61648.550781 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -61648.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61657.664062 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -61657.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61674.683594 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -61674.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61681.507812 Penalty: 3197.863525
	Iteration 24Q: 3 clusters Score -61681.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61681.507812 Penalty: 3197.863525
	Iteration 25F: 3 clusters Score -61681.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Entering Unmasked Estep 
Score: -8654590.000000 Penalty: 2763.874512
	Iteration 0F: 2 clusters Score -8654590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8608289.000000 Penalty: 5527.749023
	Iteration 0F: 3 clusters Score -8608289 nChanged 32265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -8626047.000000 Penalty: 5527.749023
	Iteration 1F: 3 clusters Score -8626047 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -8626600.000000 Penalty: 5527.749023
	Iteration 2Q: 3 clusters Score -8626600 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -8627285.000000 Penalty: 5527.749023
	Iteration 3Q: 3 clusters Score -8627285 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8628310.000000 Penalty: 5527.749023
	Iteration 4Q: 3 clusters Score -8628310 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8629897.000000 Penalty: 5527.749023
	Iteration 5Q: 3 clusters Score -8629897 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8632738.000000 Penalty: 5527.749023
	Iteration 6F: 3 clusters Score -8632738 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -8637199.000000 Penalty: 5527.749023
	Iteration 7F: 3 clusters Score -8637199 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -8642925.000000 Penalty: 5527.749023
	Iteration 8F: 3 clusters Score -8642925 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8647968.000000 Penalty: 5527.749023
	Iteration 9F: 3 clusters Score -8647968 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8650689.000000 Penalty: 5527.749023
	Iteration 10Q: 3 clusters Score -8650689 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8651605.000000 Penalty: 5527.749023
	Iteration 11Q: 3 clusters Score -8651605 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8651925.000000 Penalty: 5527.749023
	Iteration 12Q: 3 clusters Score -8651925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8652024.000000 Penalty: 5527.749023
	Iteration 13Q: 3 clusters Score -8652024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8652083.000000 Penalty: 5527.749023
	Iteration 14Q: 3 clusters Score -8652083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8652103.000000 Penalty: 5527.749023
	Iteration 15Q: 3 clusters Score -8652103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8652112.000000 Penalty: 5527.749023
	Iteration 16Q: 3 clusters Score -8652112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8652121.000000 Penalty: 5527.749023
	Iteration 17Q: 3 clusters Score -8652121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8652132.000000 Penalty: 5527.749023
	Iteration 18Q: 3 clusters Score -8652132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8652148.000000 Penalty: 5527.749023
	Iteration 19Q: 3 clusters Score -8652148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8652154.000000 Penalty: 5527.749023
	Iteration 20F: 3 clusters Score -8652154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8652150.000000 Penalty: 5527.749023
	Iteration 21Q: 3 clusters Score -8652150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8652155.000000 Penalty: 5527.749023
	Iteration 22Q: 3 clusters Score -8652155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8652155.000000 Penalty: 5527.749023
	Iteration 23Q: 3 clusters Score -8652155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8652155.000000 Penalty: 5527.749023
	Iteration 24F: 3 clusters Score -8652155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Entering Unmasked Estep 
Score: -3413876.000000 Penalty: 2522.738037
	Iteration 0F: 2 clusters Score -3413876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3395831.250000 Penalty: 5045.476074
	Iteration 0F: 3 clusters Score -3395831 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3402128.000000 Penalty: 5045.476074
	Iteration 1F: 3 clusters Score -3402128 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3402648.500000 Penalty: 5045.476074
	Iteration 2F: 3 clusters Score -3402648 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3403153.750000 Penalty: 5045.476074
	Iteration 3Q: 3 clusters Score -3403154 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3403694.750000 Penalty: 5045.476074
	Iteration 4Q: 3 clusters Score -3403695 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3404234.250000 Penalty: 5045.476074
	Iteration 5Q: 3 clusters Score -3404234 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3404800.500000 Penalty: 5045.476074
	Iteration 6Q: 3 clusters Score -3404800 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3405485.250000 Penalty: 5045.476074
	Iteration 7F: 3 clusters Score -3405485 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3406342.000000 Penalty: 5045.476074
	Iteration 8F: 3 clusters Score -3406342 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3407340.500000 Penalty: 5045.476074
	Iteration 9F: 3 clusters Score -3407340 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3408307.000000 Penalty: 5045.476074
	Iteration 10F: 3 clusters Score -3408307 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3409112.500000 Penalty: 5045.476074
	Iteration 11Q: 3 clusters Score -3409112 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3409564.000000 Penalty: 5045.476074
	Iteration 12Q: 3 clusters Score -3409564 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3409776.500000 Penalty: 5045.476074
	Iteration 13Q: 3 clusters Score -3409776 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3409881.500000 Penalty: 5045.476074
	Iteration 14Q: 3 clusters Score -3409882 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3409955.500000 Penalty: 5045.476074
	Iteration 15Q: 3 clusters Score -3409956 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3410009.750000 Penalty: 5045.476074
	Iteration 16Q: 3 clusters Score -3410010 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3410069.250000 Penalty: 5045.476074
	Iteration 17Q: 3 clusters Score -3410069 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3410109.250000 Penalty: 5045.476074
	Iteration 18Q: 3 clusters Score -3410109 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3410148.500000 Penalty: 5045.476074
	Iteration 19Q: 3 clusters Score -3410148 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3410196.250000 Penalty: 5045.476074
	Iteration 20F: 3 clusters Score -3410196 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3410246.250000 Penalty: 5045.476074
	Iteration 21Q: 3 clusters Score -3410246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3410302.750000 Penalty: 5045.476074
	Iteration 22Q: 3 clusters Score -3410303 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3410365.000000 Penalty: 5045.476074
	Iteration 23Q: 3 clusters Score -3410365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3410410.000000 Penalty: 5045.476074
	Iteration 24Q: 3 clusters Score -3410410 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3410458.750000 Penalty: 5045.476074
	Iteration 25Q: 3 clusters Score -3410459 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3410500.500000 Penalty: 5045.476074
	Iteration 26Q: 3 clusters Score -3410500 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3410566.000000 Penalty: 5045.476074
	Iteration 27Q: 3 clusters Score -3410566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3410614.500000 Penalty: 5045.476074
	Iteration 28Q: 3 clusters Score -3410614 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3410661.500000 Penalty: 5045.476074
	Iteration 29Q: 3 clusters Score -3410662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3410703.000000 Penalty: 5045.476074
	Iteration 30Q: 3 clusters Score -3410703 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3410748.000000 Penalty: 5045.476074
	Iteration 31Q: 3 clusters Score -3410748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3410807.750000 Penalty: 5045.476074
	Iteration 32Q: 3 clusters Score -3410808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3410858.250000 Penalty: 5045.476074
	Iteration 33Q: 3 clusters Score -3410858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3410925.000000 Penalty: 5045.476074
	Iteration 34Q: 3 clusters Score -3410925 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3410959.500000 Penalty: 5045.476074
	Iteration 35Q: 3 clusters Score -3410960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3411012.000000 Penalty: 5045.476074
	Iteration 36Q: 3 clusters Score -3411012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3411078.250000 Penalty: 5045.476074
	Iteration 37Q: 3 clusters Score -3411078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3411129.250000 Penalty: 5045.476074
	Iteration 38Q: 3 clusters Score -3411129 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3411183.250000 Penalty: 5045.476074
	Iteration 39Q: 3 clusters Score -3411183 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3411221.250000 Penalty: 5045.476074
	Iteration 40F: 3 clusters Score -3411221 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3411269.250000 Penalty: 5045.476074
	Iteration 41Q: 3 clusters Score -3411269 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3411288.750000 Penalty: 5045.476074
	Iteration 42Q: 3 clusters Score -3411289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3411335.250000 Penalty: 5045.476074
	Iteration 43Q: 3 clusters Score -3411335 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3411371.250000 Penalty: 5045.476074
	Iteration 44Q: 3 clusters Score -3411371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3411423.500000 Penalty: 5045.476074
	Iteration 45Q: 3 clusters Score -3411424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3411468.000000 Penalty: 5045.476074
	Iteration 46Q: 3 clusters Score -3411468 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3411495.500000 Penalty: 5045.476074
	Iteration 47Q: 3 clusters Score -3411496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3411523.000000 Penalty: 5045.476074
	Iteration 48Q: 3 clusters Score -3411523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3411549.250000 Penalty: 5045.476074
	Iteration 49Q: 3 clusters Score -3411549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3411576.000000 Penalty: 5045.476074
	Iteration 50Q: 3 clusters Score -3411576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3411600.500000 Penalty: 5045.476074
	Iteration 51Q: 3 clusters Score -3411600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3411616.500000 Penalty: 5045.476074
	Iteration 52Q: 3 clusters Score -3411616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3411641.250000 Penalty: 5045.476074
	Iteration 53Q: 3 clusters Score -3411641 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3411663.750000 Penalty: 5045.476074
	Iteration 54Q: 3 clusters Score -3411664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3411675.500000 Penalty: 5045.476074
	Iteration 55Q: 3 clusters Score -3411676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3411695.000000 Penalty: 5045.476074
	Iteration 56Q: 3 clusters Score -3411695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3411719.000000 Penalty: 5045.476074
	Iteration 57Q: 3 clusters Score -3411719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3411745.250000 Penalty: 5045.476074
	Iteration 58Q: 3 clusters Score -3411745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3411760.250000 Penalty: 5045.476074
	Iteration 59Q: 3 clusters Score -3411760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3411778.000000 Penalty: 5045.476074
	Iteration 60F: 3 clusters Score -3411778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3411803.500000 Penalty: 5045.476074
	Iteration 61Q: 3 clusters Score -3411804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3411824.500000 Penalty: 5045.476074
	Iteration 62Q: 3 clusters Score -3411824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3411841.750000 Penalty: 5045.476074
	Iteration 63Q: 3 clusters Score -3411842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3411846.000000 Penalty: 5045.476074
	Iteration 64Q: 3 clusters Score -3411846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3411861.500000 Penalty: 5045.476074
	Iteration 65Q: 3 clusters Score -3411862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3411873.750000 Penalty: 5045.476074
	Iteration 66Q: 3 clusters Score -3411874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3411880.250000 Penalty: 5045.476074
	Iteration 67Q: 3 clusters Score -3411880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3411890.000000 Penalty: 5045.476074
	Iteration 68Q: 3 clusters Score -3411890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3411898.000000 Penalty: 5045.476074
	Iteration 69Q: 3 clusters Score -3411898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3411912.250000 Penalty: 5045.476074
	Iteration 70Q: 3 clusters Score -3411912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3411927.000000 Penalty: 5045.476074
	Iteration 71Q: 3 clusters Score -3411927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3411929.000000 Penalty: 5045.476074
	Iteration 72Q: 3 clusters Score -3411929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3411935.500000 Penalty: 5045.476074
	Iteration 73Q: 3 clusters Score -3411936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3411937.750000 Penalty: 5045.476074
	Iteration 74Q: 3 clusters Score -3411938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3411945.250000 Penalty: 5045.476074
	Iteration 75Q: 3 clusters Score -3411945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3411947.250000 Penalty: 5045.476074
	Iteration 76Q: 3 clusters Score -3411947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3411951.500000 Penalty: 5045.476074
	Iteration 77Q: 3 clusters Score -3411952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3411956.000000 Penalty: 5045.476074
	Iteration 78Q: 3 clusters Score -3411956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3411968.750000 Penalty: 5045.476074
	Iteration 79Q: 3 clusters Score -3411969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3411969.250000 Penalty: 5045.476074
	Iteration 80F: 3 clusters Score -3411969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3411970.750000 Penalty: 5045.476074
	Iteration 81Q: 3 clusters Score -3411971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3411974.750000 Penalty: 5045.476074
	Iteration 82Q: 3 clusters Score -3411975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3411972.250000 Penalty: 5045.476074
	Iteration 83Q: 3 clusters Score -3411972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3411971.750000 Penalty: 5045.476074
	Iteration 84Q: 3 clusters Score -3411972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3411978.250000 Penalty: 5045.476074
	Iteration 85Q: 3 clusters Score -3411978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3411977.000000 Penalty: 5045.476074
	Iteration 86Q: 3 clusters Score -3411977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3411979.000000 Penalty: 5045.476074
	Iteration 87Q: 3 clusters Score -3411979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3411985.250000 Penalty: 5045.476074
	Iteration 88Q: 3 clusters Score -3411985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3411986.250000 Penalty: 5045.476074
	Iteration 89Q: 3 clusters Score -3411986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3411994.500000 Penalty: 5045.476074
	Iteration 90Q: 3 clusters Score -3411994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3411993.250000 Penalty: 5045.476074
	Iteration 91Q: 3 clusters Score -3411993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3411996.500000 Penalty: 5045.476074
	Iteration 92Q: 3 clusters Score -3411996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3412003.750000 Penalty: 5045.476074
	Iteration 93Q: 3 clusters Score -3412004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3412006.250000 Penalty: 5045.476074
	Iteration 94Q: 3 clusters Score -3412006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3412009.250000 Penalty: 5045.476074
	Iteration 95Q: 3 clusters Score -3412009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3412012.000000 Penalty: 5045.476074
	Iteration 96Q: 3 clusters Score -3412012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3412008.500000 Penalty: 5045.476074
	Iteration 97Q: 3 clusters Score -3412008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3412010.500000 Penalty: 5045.476074
	Iteration 98Q: 3 clusters Score -3412010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3412015.000000 Penalty: 5045.476074
	Iteration 99Q: 3 clusters Score -3412015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3412016.250000 Penalty: 5045.476074
	Iteration 100F: 3 clusters Score -3412016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3412012.750000 Penalty: 5045.476074
	Iteration 101Q: 3 clusters Score -3412013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3412012.750000 Penalty: 5045.476074
	Iteration 102Q: 3 clusters Score -3412013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3412012.750000 Penalty: 5045.476074
	Iteration 103F: 3 clusters Score -3412013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Entering Unmasked Estep 
Score: -22655556.000000 Penalty: 2993.075928
	Iteration 0F: 2 clusters Score -2.265556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -22543052.000000 Penalty: 5986.151855
	Iteration 0F: 3 clusters Score -2.254305e+07 nChanged 83690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -22591770.000000 Penalty: 5986.151855
	Iteration 1F: 3 clusters Score -2.259177e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -22592634.000000 Penalty: 5986.151855
	Iteration 2Q: 3 clusters Score -2.259263e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -22593562.000000 Penalty: 5986.151855
	Iteration 3Q: 3 clusters Score -2.259356e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -22594672.000000 Penalty: 5986.151855
	Iteration 4Q: 3 clusters Score -2.259467e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -22596076.000000 Penalty: 5986.151855
	Iteration 5Q: 3 clusters Score -2.259608e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -22597934.000000 Penalty: 5986.151855
	Iteration 6Q: 3 clusters Score -2.259793e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -22600732.000000 Penalty: 5986.151855
	Iteration 7Q: 3 clusters Score -2.260073e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -22604838.000000 Penalty: 5986.151855
	Iteration 8Q: 3 clusters Score -2.260484e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -22611216.000000 Penalty: 5986.151855
	Iteration 9F: 3 clusters Score -2.261122e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -22620238.000000 Penalty: 5986.151855
	Iteration 10F: 3 clusters Score -2.262024e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 117496 members 
Entering Unmasked Estep 
Score: -22630058.000000 Penalty: 5986.151855
	Iteration 11F: 3 clusters Score -2.263006e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -22636784.000000 Penalty: 5986.151855
	Iteration 12F: 3 clusters Score -2.263678e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -22639654.000000 Penalty: 5986.151855
	Iteration 13Q: 3 clusters Score -2.263965e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -22641504.000000 Penalty: 5986.151855
	Iteration 14Q: 3 clusters Score -2.26415e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -22642802.000000 Penalty: 5986.151855
	Iteration 15Q: 3 clusters Score -2.26428e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -22643986.000000 Penalty: 5986.151855
	Iteration 16Q: 3 clusters Score -2.264399e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -22644826.000000 Penalty: 5986.151855
	Iteration 17Q: 3 clusters Score -2.264483e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -22645560.000000 Penalty: 5986.151855
	Iteration 18Q: 3 clusters Score -2.264556e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -22646130.000000 Penalty: 5986.151855
	Iteration 19Q: 3 clusters Score -2.264613e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -22646630.000000 Penalty: 5986.151855
	Iteration 20F: 3 clusters Score -2.264663e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -22647034.000000 Penalty: 5986.151855
	Iteration 21Q: 3 clusters Score -2.264703e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -22647232.000000 Penalty: 5986.151855
	Iteration 22Q: 3 clusters Score -2.264723e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -22647474.000000 Penalty: 5986.151855
	Iteration 23Q: 3 clusters Score -2.264747e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -22647666.000000 Penalty: 5986.151855
	Iteration 24Q: 3 clusters Score -2.264767e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -22647766.000000 Penalty: 5986.151855
	Iteration 25Q: 3 clusters Score -2.264777e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 133462 members 
Entering Unmasked Estep 
Score: -22647886.000000 Penalty: 5986.151855
	Iteration 26Q: 3 clusters Score -2.264789e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -22647940.000000 Penalty: 5986.151855
	Iteration 27Q: 3 clusters Score -2.264794e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -22648036.000000 Penalty: 5986.151855
	Iteration 28Q: 3 clusters Score -2.264804e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 135556 members 
Entering Unmasked Estep 
Score: -22648034.000000 Penalty: 5986.151855
	Iteration 29Q: 3 clusters Score -2.264803e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 136276 members 
Entering Unmasked Estep 
Score: -22648102.000000 Penalty: 5986.151855
	Iteration 30Q: 3 clusters Score -2.26481e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 137005 members 
Entering Unmasked Estep 
Score: -22648186.000000 Penalty: 5986.151855
	Iteration 31Q: 3 clusters Score -2.264819e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 137731 members 
Entering Unmasked Estep 
Score: -22648322.000000 Penalty: 5986.151855
	Iteration 32Q: 3 clusters Score -2.264832e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -22648342.000000 Penalty: 5986.151855
	Iteration 33Q: 3 clusters Score -2.264834e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 139075 members 
Entering Unmasked Estep 
Score: -22648342.000000 Penalty: 5986.151855
	Iteration 34Q: 3 clusters Score -2.264834e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 139757 members 
Entering Unmasked Estep 
Score: -22648396.000000 Penalty: 5986.151855
	Iteration 35Q: 3 clusters Score -2.26484e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 140423 members 
Entering Unmasked Estep 
Score: -22648410.000000 Penalty: 5986.151855
	Iteration 36Q: 3 clusters Score -2.264841e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 141036 members 
Entering Unmasked Estep 
Score: -22648584.000000 Penalty: 5986.151855
	Iteration 37Q: 3 clusters Score -2.264858e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -22648658.000000 Penalty: 5986.151855
	Iteration 38Q: 3 clusters Score -2.264866e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -22648668.000000 Penalty: 5986.151855
	Iteration 39Q: 3 clusters Score -2.264867e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -22648752.000000 Penalty: 5986.151855
	Iteration 40F: 3 clusters Score -2.264875e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -22648814.000000 Penalty: 5986.151855
	Iteration 41Q: 3 clusters Score -2.264881e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -22648974.000000 Penalty: 5986.151855
	Iteration 42Q: 3 clusters Score -2.264897e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -22649112.000000 Penalty: 5986.151855
	Iteration 43Q: 3 clusters Score -2.264911e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -22649200.000000 Penalty: 5986.151855
	Iteration 44Q: 3 clusters Score -2.26492e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -22649360.000000 Penalty: 5986.151855
	Iteration 45Q: 3 clusters Score -2.264936e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -22649356.000000 Penalty: 5986.151855
	Iteration 46Q: 3 clusters Score -2.264936e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -22649494.000000 Penalty: 5986.151855
	Iteration 47Q: 3 clusters Score -2.264949e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -22649616.000000 Penalty: 5986.151855
	Iteration 48Q: 3 clusters Score -2.264962e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -22649860.000000 Penalty: 5986.151855
	Iteration 49Q: 3 clusters Score -2.264986e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -22650050.000000 Penalty: 5986.151855
	Iteration 50Q: 3 clusters Score -2.265005e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -22650128.000000 Penalty: 5986.151855
	Iteration 51Q: 3 clusters Score -2.265013e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -22650268.000000 Penalty: 5986.151855
	Iteration 52Q: 3 clusters Score -2.265027e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -22650546.000000 Penalty: 5986.151855
	Iteration 53Q: 3 clusters Score -2.265055e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -22650728.000000 Penalty: 5986.151855
	Iteration 54Q: 3 clusters Score -2.265073e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -22650846.000000 Penalty: 5986.151855
	Iteration 55Q: 3 clusters Score -2.265085e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -22650988.000000 Penalty: 5986.151855
	Iteration 56Q: 3 clusters Score -2.265099e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -22651260.000000 Penalty: 5986.151855
	Iteration 57Q: 3 clusters Score -2.265126e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 160006 members 
Entering Unmasked Estep 
Score: -22651438.000000 Penalty: 5986.151855
	Iteration 58Q: 3 clusters Score -2.265144e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 161137 members 
Entering Unmasked Estep 
Score: -22651670.000000 Penalty: 5986.151855
	Iteration 59Q: 3 clusters Score -2.265167e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -22651972.000000 Penalty: 5986.151855
	Iteration 60F: 3 clusters Score -2.265197e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -22652158.000000 Penalty: 5986.151855
	Iteration 61Q: 3 clusters Score -2.265216e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -22652346.000000 Penalty: 5986.151855
	Iteration 62Q: 3 clusters Score -2.265235e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 165546 members 
Entering Unmasked Estep 
Score: -22652520.000000 Penalty: 5986.151855
	Iteration 63Q: 3 clusters Score -2.265252e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -22652664.000000 Penalty: 5986.151855
	Iteration 64Q: 3 clusters Score -2.265266e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 167499 members 
Entering Unmasked Estep 
Score: -22652736.000000 Penalty: 5986.151855
	Iteration 65Q: 3 clusters Score -2.265274e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -22652846.000000 Penalty: 5986.151855
	Iteration 66Q: 3 clusters Score -2.265285e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -22652842.000000 Penalty: 5986.151855
	Iteration 67Q: 3 clusters Score -2.265284e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -22652952.000000 Penalty: 5986.151855
	Iteration 68Q: 3 clusters Score -2.265295e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 170451 members 
Entering Unmasked Estep 
Score: -22653008.000000 Penalty: 5986.151855
	Iteration 69Q: 3 clusters Score -2.265301e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -22653036.000000 Penalty: 5986.151855
	Iteration 70Q: 3 clusters Score -2.265304e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -22653094.000000 Penalty: 5986.151855
	Iteration 71Q: 3 clusters Score -2.265309e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 171775 members 
Entering Unmasked Estep 
Score: -22653076.000000 Penalty: 5986.151855
	Iteration 72Q: 3 clusters Score -2.265308e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22653082.000000 Penalty: 5986.151855
	Iteration 73Q: 3 clusters Score -2.265308e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 172334 members 
Entering Unmasked Estep 
Score: -22653150.000000 Penalty: 5986.151855
	Iteration 74Q: 3 clusters Score -2.265315e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -22653162.000000 Penalty: 5986.151855
	Iteration 75Q: 3 clusters Score -2.265316e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -22653194.000000 Penalty: 5986.151855
	Iteration 76Q: 3 clusters Score -2.265319e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 172873 members 
Entering Unmasked Estep 
Score: -22653216.000000 Penalty: 5986.151855
	Iteration 77Q: 3 clusters Score -2.265322e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -22653178.000000 Penalty: 5986.151855
	Iteration 78Q: 3 clusters Score -2.265318e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -22653178.000000 Penalty: 5986.151855
	Iteration 79Q: 3 clusters Score -2.265318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -22653202.000000 Penalty: 5986.151855
	Iteration 80F: 3 clusters Score -2.26532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -22653218.000000 Penalty: 5986.151855
	Iteration 81Q: 3 clusters Score -2.265322e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -22653228.000000 Penalty: 5986.151855
	Iteration 82Q: 3 clusters Score -2.265323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -22653222.000000 Penalty: 5986.151855
	Iteration 83Q: 3 clusters Score -2.265322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -22653258.000000 Penalty: 5986.151855
	Iteration 84Q: 3 clusters Score -2.265326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 173405 members 
Entering Unmasked Estep 
Score: -22653260.000000 Penalty: 5986.151855
	Iteration 85Q: 3 clusters Score -2.265326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -22653268.000000 Penalty: 5986.151855
	Iteration 86Q: 3 clusters Score -2.265327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 173465 members 
Entering Unmasked Estep 
Score: -22653280.000000 Penalty: 5986.151855
	Iteration 87Q: 3 clusters Score -2.265328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -22653294.000000 Penalty: 5986.151855
	Iteration 88Q: 3 clusters Score -2.265329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 173502 members 
Entering Unmasked Estep 
Score: -22653290.000000 Penalty: 5986.151855
	Iteration 89Q: 3 clusters Score -2.265329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -22653302.000000 Penalty: 5986.151855
	Iteration 90Q: 3 clusters Score -2.26533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -22653304.000000 Penalty: 5986.151855
	Iteration 91Q: 3 clusters Score -2.26533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 173534 members 
Entering Unmasked Estep 
Score: -22653308.000000 Penalty: 5986.151855
	Iteration 92Q: 3 clusters Score -2.265331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -22653308.000000 Penalty: 5986.151855
	Iteration 93Q: 3 clusters Score -2.265331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -22653320.000000 Penalty: 5986.151855
	Iteration 94Q: 3 clusters Score -2.265332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -22653318.000000 Penalty: 5986.151855
	Iteration 95Q: 3 clusters Score -2.265332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22653320.000000 Penalty: 5986.151855
	Iteration 96Q: 3 clusters Score -2.265332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 173553 members 
Entering Unmasked Estep 
Score: -22653316.000000 Penalty: 5986.151855
	Iteration 97Q: 3 clusters Score -2.265332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -22653312.000000 Penalty: 5986.151855
	Iteration 98Q: 3 clusters Score -2.265331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 173564 members 
Entering Unmasked Estep 
Score: -22653306.000000 Penalty: 5986.151855
	Iteration 99Q: 3 clusters Score -2.265331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 173571 members 
Entering Unmasked Estep 
Score: -22653308.000000 Penalty: 5986.151855
	Iteration 100F: 3 clusters Score -2.265331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -22653328.000000 Penalty: 5986.151855
	Iteration 101Q: 3 clusters Score -2.265333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 173580 members 
Entering Unmasked Estep 
Score: -22653322.000000 Penalty: 5986.151855
	Iteration 102Q: 3 clusters Score -2.265332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 5986.151855
	Iteration 103Q: 3 clusters Score -2.265334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -22653322.000000 Penalty: 5986.151855
	Iteration 104Q: 3 clusters Score -2.265332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 173599 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5986.151855
	Iteration 105Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -22653330.000000 Penalty: 5986.151855
	Iteration 106Q: 3 clusters Score -2.265333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -22653326.000000 Penalty: 5986.151855
	Iteration 107Q: 3 clusters Score -2.265333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 173615 members 
Entering Unmasked Estep 
Score: -22653314.000000 Penalty: 5986.151855
	Iteration 108Q: 3 clusters Score -2.265331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -22653316.000000 Penalty: 5986.151855
	Iteration 109Q: 3 clusters Score -2.265332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -22653336.000000 Penalty: 5986.151855
	Iteration 110Q: 3 clusters Score -2.265334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 173629 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 5986.151855
	Iteration 111Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -22653344.000000 Penalty: 5986.151855
	Iteration 112Q: 3 clusters Score -2.265334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 173636 members 
Entering Unmasked Estep 
Score: -22653330.000000 Penalty: 5986.151855
	Iteration 113Q: 3 clusters Score -2.265333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5986.151855
	Iteration 114Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5986.151855
	Iteration 115Q: 3 clusters Score -2.265334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 5986.151855
	Iteration 116Q: 3 clusters Score -2.265334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 5986.151855
	Iteration 117Q: 3 clusters Score -2.265334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -22653344.000000 Penalty: 5986.151855
	Iteration 118Q: 3 clusters Score -2.265334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5986.151855
	Iteration 119Q: 3 clusters Score -2.265334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -22653334.000000 Penalty: 5986.151855
	Iteration 120F: 3 clusters Score -2.265333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38500.773438 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38500.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38702.039062 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38702.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38829.062500 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38829.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38969.972656 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38969.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39062.214844 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -39062.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39096.773438 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -39096.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39113.574219 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -39113.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39146.601562 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -39146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39182.730469 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -39182.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39205.921875 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -39205.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39211.804688 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -39211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39214.570312 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -39214.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39216.710938 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -39216.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39216.710938 Penalty: 2980.371338
	Iteration 13F: 3 clusters Score -39216.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -556707.375000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -556707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -552535.062500 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -552535.1 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -553496.250000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -553496.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -553720.937500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -553720.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -553891.937500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -553891.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -554019.250000 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -554019.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -554113.250000 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -554113.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -554201.562500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -554201.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -554280.125000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -554280.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -554344.187500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -554344.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -554410.437500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -554410.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -554463.562500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -554463.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -554515.562500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -554515.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554571.937500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -554571.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -554625.937500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -554625.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -554677.625000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -554677.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -554742.750000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -554742.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -554792.125000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -554792.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -554853.562500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -554853.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -554901.562500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -554901.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -554945.750000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -554945.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -554986.062500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -554986.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -555021.312500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -555021.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -555050.687500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -555050.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -555080.875000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -555080.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -555103.437500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -555103.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -555121.812500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -555121.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -555144.250000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -555144.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -555162.437500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -555162.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -555177.312500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -555177.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -555190.187500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -555190.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -555202.562500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -555202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -555236.687500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -555236.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -555280.000000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -555280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -555318.312500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -555318.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -555347.312500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -555347.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -555366.625000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -555366.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -555379.875000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -555379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -555390.375000 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -555390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -555397.937500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -555397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -555403.687500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -555403.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -555411.437500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -555411.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -555422.500000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -555422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -555433.812500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -555433.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -555447.687500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -555447.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -555455.312500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -555455.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -555463.937500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -555463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -555470.000000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -555470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -555472.312500 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -555472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -555473.875000 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -555473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -555473.312500 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -555473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -555473.312500 Penalty: 4164.156738
	Iteration 50F: 3 clusters Score -555473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174135 members 
Entering Unmasked Estep 
Score: -22384032.000000 Penalty: 2992.761230
	Iteration 0F: 2 clusters Score -2.238403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -22270800.000000 Penalty: 5985.522461
	Iteration 0F: 3 clusters Score -2.22708e+07 nChanged 83438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -22320060.000000 Penalty: 5985.522461
	Iteration 1F: 3 clusters Score -2.232006e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 5985.522461
	Iteration 2Q: 3 clusters Score -2.232302e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -22327554.000000 Penalty: 5985.522461
	Iteration 3F: 3 clusters Score -2.232755e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -22335468.000000 Penalty: 5985.522461
	Iteration 4F: 3 clusters Score -2.233547e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -22346546.000000 Penalty: 5985.522461
	Iteration 5F: 3 clusters Score -2.234655e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 134501 members 
Entering Unmasked Estep 
Score: -22359114.000000 Penalty: 5985.522461
	Iteration 6F: 3 clusters Score -2.235911e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 143948 members 
Entering Unmasked Estep 
Score: -22369936.000000 Penalty: 5985.522461
	Iteration 7F: 3 clusters Score -2.236994e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -22376142.000000 Penalty: 5985.522461
	Iteration 8Q: 3 clusters Score -2.237614e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 153585 members 
Entering Unmasked Estep 
Score: -22378972.000000 Penalty: 5985.522461
	Iteration 9Q: 3 clusters Score -2.237897e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -22380486.000000 Penalty: 5985.522461
	Iteration 10Q: 3 clusters Score -2.238049e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 158327 members 
Entering Unmasked Estep 
Score: -22381524.000000 Penalty: 5985.522461
	Iteration 11Q: 3 clusters Score -2.238152e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -22382116.000000 Penalty: 5985.522461
	Iteration 12Q: 3 clusters Score -2.238212e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 161532 members 
Entering Unmasked Estep 
Score: -22382878.000000 Penalty: 5985.522461
	Iteration 13Q: 3 clusters Score -2.238288e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -22383124.000000 Penalty: 5985.522461
	Iteration 14Q: 3 clusters Score -2.238312e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -22383382.000000 Penalty: 5985.522461
	Iteration 15Q: 3 clusters Score -2.238338e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -22383594.000000 Penalty: 5985.522461
	Iteration 16Q: 3 clusters Score -2.238359e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -22383680.000000 Penalty: 5985.522461
	Iteration 17Q: 3 clusters Score -2.238368e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -22383746.000000 Penalty: 5985.522461
	Iteration 18Q: 3 clusters Score -2.238375e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -22383888.000000 Penalty: 5985.522461
	Iteration 19Q: 3 clusters Score -2.238389e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 167608 members 
Entering Unmasked Estep 
Score: -22383904.000000 Penalty: 5985.522461
	Iteration 20F: 3 clusters Score -2.23839e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -22383816.000000 Penalty: 5985.522461
	Iteration 21Q: 3 clusters Score -2.238382e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -22383880.000000 Penalty: 5985.522461
	Iteration 22Q: 3 clusters Score -2.238388e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -22383916.000000 Penalty: 5985.522461
	Iteration 23Q: 3 clusters Score -2.238392e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -22383846.000000 Penalty: 5985.522461
	Iteration 24Q: 3 clusters Score -2.238385e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -22383764.000000 Penalty: 5985.522461
	Iteration 25Q: 3 clusters Score -2.238376e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 169895 members 
Entering Unmasked Estep 
Score: -22383726.000000 Penalty: 5985.522461
	Iteration 26Q: 3 clusters Score -2.238373e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -22383738.000000 Penalty: 5985.522461
	Iteration 27Q: 3 clusters Score -2.238374e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -22383736.000000 Penalty: 5985.522461
	Iteration 28Q: 3 clusters Score -2.238374e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -22383742.000000 Penalty: 5985.522461
	Iteration 29Q: 3 clusters Score -2.238374e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 170593 members 
Entering Unmasked Estep 
Score: -22383710.000000 Penalty: 5985.522461
	Iteration 30Q: 3 clusters Score -2.238371e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 170704 members 
Entering Unmasked Estep 
Score: -22383704.000000 Penalty: 5985.522461
	Iteration 31Q: 3 clusters Score -2.23837e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 170805 members 
Entering Unmasked Estep 
Score: -22383672.000000 Penalty: 5985.522461
	Iteration 32Q: 3 clusters Score -2.238367e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -22383626.000000 Penalty: 5985.522461
	Iteration 33Q: 3 clusters Score -2.238363e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -22383644.000000 Penalty: 5985.522461
	Iteration 34Q: 3 clusters Score -2.238364e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 170998 members 
Entering Unmasked Estep 
Score: -22383630.000000 Penalty: 5985.522461
	Iteration 35Q: 3 clusters Score -2.238363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 171041 members 
Entering Unmasked Estep 
Score: -22383626.000000 Penalty: 5985.522461
	Iteration 36Q: 3 clusters Score -2.238363e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -22383618.000000 Penalty: 5985.522461
	Iteration 37Q: 3 clusters Score -2.238362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -22383598.000000 Penalty: 5985.522461
	Iteration 38Q: 3 clusters Score -2.23836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 171160 members 
Entering Unmasked Estep 
Score: -22383566.000000 Penalty: 5985.522461
	Iteration 39Q: 3 clusters Score -2.238357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -22383560.000000 Penalty: 5985.522461
	Iteration 40F: 3 clusters Score -2.238356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -22383520.000000 Penalty: 5985.522461
	Iteration 41Q: 3 clusters Score -2.238352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -22383528.000000 Penalty: 5985.522461
	Iteration 42Q: 3 clusters Score -2.238353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 171314 members 
Entering Unmasked Estep 
Score: -22383528.000000 Penalty: 5985.522461
	Iteration 43Q: 3 clusters Score -2.238353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 171343 members 
Entering Unmasked Estep 
Score: -22383520.000000 Penalty: 5985.522461
	Iteration 44Q: 3 clusters Score -2.238352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -22383490.000000 Penalty: 5985.522461
	Iteration 45Q: 3 clusters Score -2.238349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -22383494.000000 Penalty: 5985.522461
	Iteration 46Q: 3 clusters Score -2.238349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -22383500.000000 Penalty: 5985.522461
	Iteration 47Q: 3 clusters Score -2.23835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -22383458.000000 Penalty: 5985.522461
	Iteration 48Q: 3 clusters Score -2.238346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -22383458.000000 Penalty: 5985.522461
	Iteration 49Q: 3 clusters Score -2.238346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -22383456.000000 Penalty: 5985.522461
	Iteration 50Q: 3 clusters Score -2.238346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -22383458.000000 Penalty: 5985.522461
	Iteration 51Q: 3 clusters Score -2.238346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -22383456.000000 Penalty: 5985.522461
	Iteration 52Q: 3 clusters Score -2.238346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -22383442.000000 Penalty: 5985.522461
	Iteration 53Q: 3 clusters Score -2.238344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -22383444.000000 Penalty: 5985.522461
	Iteration 54Q: 3 clusters Score -2.238344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -22383448.000000 Penalty: 5985.522461
	Iteration 55Q: 3 clusters Score -2.238345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -22383434.000000 Penalty: 5985.522461
	Iteration 56Q: 3 clusters Score -2.238343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -22383446.000000 Penalty: 5985.522461
	Iteration 57Q: 3 clusters Score -2.238345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -22383440.000000 Penalty: 5985.522461
	Iteration 58Q: 3 clusters Score -2.238344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -22383444.000000 Penalty: 5985.522461
	Iteration 59Q: 3 clusters Score -2.238344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 171521 members 
Entering Unmasked Estep 
Score: -22383440.000000 Penalty: 5985.522461
	Iteration 60F: 3 clusters Score -2.238344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -22383446.000000 Penalty: 5985.522461
	Iteration 61Q: 3 clusters Score -2.238345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -22383458.000000 Penalty: 5985.522461
	Iteration 62Q: 3 clusters Score -2.238346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -22383452.000000 Penalty: 5985.522461
	Iteration 63Q: 3 clusters Score -2.238345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -22383454.000000 Penalty: 5985.522461
	Iteration 64Q: 3 clusters Score -2.238345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -22383452.000000 Penalty: 5985.522461
	Iteration 65Q: 3 clusters Score -2.238345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -22383452.000000 Penalty: 5985.522461
	Iteration 66F: 3 clusters Score -2.238345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Entering Unmasked Estep 
Score: -2572546.750000 Penalty: 2455.468994
	Iteration 0F: 2 clusters Score -2572547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2558558.250000 Penalty: 4910.937988
	Iteration 0F: 3 clusters Score -2558558 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2563586.500000 Penalty: 4910.937988
	Iteration 1F: 3 clusters Score -2563586 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2564541.000000 Penalty: 4910.937988
	Iteration 2F: 3 clusters Score -2564541 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2565461.250000 Penalty: 4910.937988
	Iteration 3F: 3 clusters Score -2565461 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2566453.250000 Penalty: 4910.937988
	Iteration 4F: 3 clusters Score -2566453 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2567490.500000 Penalty: 4910.937988
	Iteration 5F: 3 clusters Score -2567490 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2568519.500000 Penalty: 4910.937988
	Iteration 6F: 3 clusters Score -2568520 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2569424.500000 Penalty: 4910.937988
	Iteration 7F: 3 clusters Score -2569424 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2570104.250000 Penalty: 4910.937988
	Iteration 8Q: 3 clusters Score -2570104 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2570404.250000 Penalty: 4910.937988
	Iteration 9Q: 3 clusters Score -2570404 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2570539.000000 Penalty: 4910.937988
	Iteration 10Q: 3 clusters Score -2570539 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2570606.250000 Penalty: 4910.937988
	Iteration 11Q: 3 clusters Score -2570606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2570647.750000 Penalty: 4910.937988
	Iteration 12Q: 3 clusters Score -2570648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2570679.250000 Penalty: 4910.937988
	Iteration 13Q: 3 clusters Score -2570679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2570713.500000 Penalty: 4910.937988
	Iteration 14Q: 3 clusters Score -2570714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2570728.500000 Penalty: 4910.937988
	Iteration 15Q: 3 clusters Score -2570728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2570746.750000 Penalty: 4910.937988
	Iteration 16Q: 3 clusters Score -2570747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2570778.750000 Penalty: 4910.937988
	Iteration 17Q: 3 clusters Score -2570779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2570797.500000 Penalty: 4910.937988
	Iteration 18Q: 3 clusters Score -2570798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2570816.000000 Penalty: 4910.937988
	Iteration 19Q: 3 clusters Score -2570816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2570827.500000 Penalty: 4910.937988
	Iteration 20F: 3 clusters Score -2570828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2570847.750000 Penalty: 4910.937988
	Iteration 21Q: 3 clusters Score -2570848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2570858.250000 Penalty: 4910.937988
	Iteration 22Q: 3 clusters Score -2570858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2570865.750000 Penalty: 4910.937988
	Iteration 23Q: 3 clusters Score -2570866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2570883.750000 Penalty: 4910.937988
	Iteration 24Q: 3 clusters Score -2570884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2570889.500000 Penalty: 4910.937988
	Iteration 25Q: 3 clusters Score -2570890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2570895.000000 Penalty: 4910.937988
	Iteration 26Q: 3 clusters Score -2570895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2570903.500000 Penalty: 4910.937988
	Iteration 27Q: 3 clusters Score -2570904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2570910.750000 Penalty: 4910.937988
	Iteration 28Q: 3 clusters Score -2570911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2570912.750000 Penalty: 4910.937988
	Iteration 29Q: 3 clusters Score -2570913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2570922.500000 Penalty: 4910.937988
	Iteration 30Q: 3 clusters Score -2570922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2570922.000000 Penalty: 4910.937988
	Iteration 31Q: 3 clusters Score -2570922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2570924.250000 Penalty: 4910.937988
	Iteration 32Q: 3 clusters Score -2570924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2570936.750000 Penalty: 4910.937988
	Iteration 33Q: 3 clusters Score -2570937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2570936.000000 Penalty: 4910.937988
	Iteration 34Q: 3 clusters Score -2570936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2570928.750000 Penalty: 4910.937988
	Iteration 35Q: 3 clusters Score -2570929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2570928.500000 Penalty: 4910.937988
	Iteration 36Q: 3 clusters Score -2570928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2570923.250000 Penalty: 4910.937988
	Iteration 37Q: 3 clusters Score -2570923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2570928.000000 Penalty: 4910.937988
	Iteration 38Q: 3 clusters Score -2570928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2570931.000000 Penalty: 4910.937988
	Iteration 39Q: 3 clusters Score -2570931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2570938.750000 Penalty: 4910.937988
	Iteration 40F: 3 clusters Score -2570939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2570943.000000 Penalty: 4910.937988
	Iteration 41Q: 3 clusters Score -2570943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2570939.500000 Penalty: 4910.937988
	Iteration 42Q: 3 clusters Score -2570940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2570943.500000 Penalty: 4910.937988
	Iteration 43Q: 3 clusters Score -2570944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2570950.250000 Penalty: 4910.937988
	Iteration 44Q: 3 clusters Score -2570950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2570954.500000 Penalty: 4910.937988
	Iteration 45Q: 3 clusters Score -2570954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2570956.750000 Penalty: 4910.937988
	Iteration 46Q: 3 clusters Score -2570957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2570960.000000 Penalty: 4910.937988
	Iteration 47Q: 3 clusters Score -2570960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2570962.000000 Penalty: 4910.937988
	Iteration 48Q: 3 clusters Score -2570962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2570963.250000 Penalty: 4910.937988
	Iteration 49Q: 3 clusters Score -2570963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2570960.500000 Penalty: 4910.937988
	Iteration 50Q: 3 clusters Score -2570960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2570968.250000 Penalty: 4910.937988
	Iteration 51Q: 3 clusters Score -2570968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2570967.250000 Penalty: 4910.937988
	Iteration 52Q: 3 clusters Score -2570967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2570960.750000 Penalty: 4910.937988
	Iteration 53Q: 3 clusters Score -2570961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2570965.500000 Penalty: 4910.937988
	Iteration 54Q: 3 clusters Score -2570966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2570969.000000 Penalty: 4910.937988
	Iteration 55Q: 3 clusters Score -2570969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2570972.000000 Penalty: 4910.937988
	Iteration 56Q: 3 clusters Score -2570972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2570971.250000 Penalty: 4910.937988
	Iteration 57Q: 3 clusters Score -2570971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2570970.250000 Penalty: 4910.937988
	Iteration 58Q: 3 clusters Score -2570970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2570965.000000 Penalty: 4910.937988
	Iteration 59Q: 3 clusters Score -2570965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2570974.500000 Penalty: 4910.937988
	Iteration 60F: 3 clusters Score -2570974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2570982.500000 Penalty: 4910.937988
	Iteration 61Q: 3 clusters Score -2570982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2570991.500000 Penalty: 4910.937988
	Iteration 62Q: 3 clusters Score -2570992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2570993.750000 Penalty: 4910.937988
	Iteration 63Q: 3 clusters Score -2570994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2571001.500000 Penalty: 4910.937988
	Iteration 64Q: 3 clusters Score -2571002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2571006.750000 Penalty: 4910.937988
	Iteration 65Q: 3 clusters Score -2571007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2571007.250000 Penalty: 4910.937988
	Iteration 66Q: 3 clusters Score -2571007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2571003.500000 Penalty: 4910.937988
	Iteration 67Q: 3 clusters Score -2571004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2571009.750000 Penalty: 4910.937988
	Iteration 68Q: 3 clusters Score -2571010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2571011.500000 Penalty: 4910.937988
	Iteration 69Q: 3 clusters Score -2571012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2571013.000000 Penalty: 4910.937988
	Iteration 70Q: 3 clusters Score -2571013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2571010.500000 Penalty: 4910.937988
	Iteration 71Q: 3 clusters Score -2571010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2571016.250000 Penalty: 4910.937988
	Iteration 72Q: 3 clusters Score -2571016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2571015.500000 Penalty: 4910.937988
	Iteration 73Q: 3 clusters Score -2571016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2571022.500000 Penalty: 4910.937988
	Iteration 74Q: 3 clusters Score -2571022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2571020.250000 Penalty: 4910.937988
	Iteration 75Q: 3 clusters Score -2571020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2571023.750000 Penalty: 4910.937988
	Iteration 76Q: 3 clusters Score -2571024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2571026.250000 Penalty: 4910.937988
	Iteration 77Q: 3 clusters Score -2571026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2571029.250000 Penalty: 4910.937988
	Iteration 78Q: 3 clusters Score -2571029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2571029.000000 Penalty: 4910.937988
	Iteration 79Q: 3 clusters Score -2571029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2571034.500000 Penalty: 4910.937988
	Iteration 80F: 3 clusters Score -2571034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2571033.500000 Penalty: 4910.937988
	Iteration 81Q: 3 clusters Score -2571034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2571034.000000 Penalty: 4910.937988
	Iteration 82Q: 3 clusters Score -2571034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2571033.750000 Penalty: 4910.937988
	Iteration 83Q: 3 clusters Score -2571034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2571039.500000 Penalty: 4910.937988
	Iteration 84Q: 3 clusters Score -2571040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2571039.000000 Penalty: 4910.937988
	Iteration 85Q: 3 clusters Score -2571039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2571041.500000 Penalty: 4910.937988
	Iteration 86Q: 3 clusters Score -2571042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2571038.750000 Penalty: 4910.937988
	Iteration 87Q: 3 clusters Score -2571039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2571045.500000 Penalty: 4910.937988
	Iteration 88Q: 3 clusters Score -2571046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2571046.250000 Penalty: 4910.937988
	Iteration 89Q: 3 clusters Score -2571046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2571043.500000 Penalty: 4910.937988
	Iteration 90Q: 3 clusters Score -2571044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2571043.500000 Penalty: 4910.937988
	Iteration 91Q: 3 clusters Score -2571044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2571041.750000 Penalty: 4910.937988
	Iteration 92Q: 3 clusters Score -2571042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2571041.500000 Penalty: 4910.937988
	Iteration 93Q: 3 clusters Score -2571042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2571045.750000 Penalty: 4910.937988
	Iteration 94Q: 3 clusters Score -2571046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2571047.000000 Penalty: 4910.937988
	Iteration 95Q: 3 clusters Score -2571047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2571048.750000 Penalty: 4910.937988
	Iteration 96Q: 3 clusters Score -2571049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2571047.000000 Penalty: 4910.937988
	Iteration 97Q: 3 clusters Score -2571047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2571046.000000 Penalty: 4910.937988
	Iteration 98Q: 3 clusters Score -2571046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2571044.500000 Penalty: 4910.937988
	Iteration 99Q: 3 clusters Score -2571044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2571042.750000 Penalty: 4910.937988
	Iteration 100F: 3 clusters Score -2571043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2571046.250000 Penalty: 4910.937988
	Iteration 101Q: 3 clusters Score -2571046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2571046.250000 Penalty: 4910.937988
	Iteration 102Q: 3 clusters Score -2571046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2571045.750000 Penalty: 4910.937988
	Iteration 103Q: 3 clusters Score -2571046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2571047.500000 Penalty: 4910.937988
	Iteration 104Q: 3 clusters Score -2571048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2571048.250000 Penalty: 4910.937988
	Iteration 105Q: 3 clusters Score -2571048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2571048.250000 Penalty: 4910.937988
	Iteration 106F: 3 clusters Score -2571048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186273 members 
Entering Unmasked Estep 
Score: -23903544.000000 Penalty: 3009.472168
	Iteration 0F: 2 clusters Score -2.390354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -23783034.000000 Penalty: 6018.944336
	Iteration 0F: 3 clusters Score -2.378303e+07 nChanged 89589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -23834966.000000 Penalty: 6018.944336
	Iteration 1F: 3 clusters Score -2.383497e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -23835842.000000 Penalty: 6018.944336
	Iteration 2Q: 3 clusters Score -2.383584e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -23836902.000000 Penalty: 6018.944336
	Iteration 3Q: 3 clusters Score -2.38369e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -23838668.000000 Penalty: 6018.944336
	Iteration 4Q: 3 clusters Score -2.383867e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -23841900.000000 Penalty: 6018.944336
	Iteration 5Q: 3 clusters Score -2.38419e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -23847070.000000 Penalty: 6018.944336
	Iteration 6Q: 3 clusters Score -2.384707e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -23855134.000000 Penalty: 6018.944336
	Iteration 7F: 3 clusters Score -2.385513e+07 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -23866482.000000 Penalty: 6018.944336
	Iteration 8F: 3 clusters Score -2.386648e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -23878084.000000 Penalty: 6018.944336
	Iteration 9F: 3 clusters Score -2.387808e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -23884764.000000 Penalty: 6018.944336
	Iteration 10F: 3 clusters Score -2.388476e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -23887358.000000 Penalty: 6018.944336
	Iteration 11Q: 3 clusters Score -2.388736e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -23888686.000000 Penalty: 6018.944336
	Iteration 12Q: 3 clusters Score -2.388869e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -23889712.000000 Penalty: 6018.944336
	Iteration 13Q: 3 clusters Score -2.388971e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -23890516.000000 Penalty: 6018.944336
	Iteration 14Q: 3 clusters Score -2.389052e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126959 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -23891338.000000 Penalty: 6018.944336
	Iteration 15Q: 3 clusters Score -2.389134e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -23891978.000000 Penalty: 6018.944336
	Iteration 16Q: 3 clusters Score -2.389198e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -23892726.000000 Penalty: 6018.944336
	Iteration 17Q: 3 clusters Score -2.389273e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133803 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -23893218.000000 Penalty: 6018.944336
	Iteration 18Q: 3 clusters Score -2.389322e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -23893900.000000 Penalty: 6018.944336
	Iteration 19Q: 3 clusters Score -2.38939e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138192 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -23894532.000000 Penalty: 6018.944336
	Iteration 20F: 3 clusters Score -2.389453e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -23895030.000000 Penalty: 6018.944336
	Iteration 21Q: 3 clusters Score -2.389503e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -23895632.000000 Penalty: 6018.944336
	Iteration 22Q: 3 clusters Score -2.389563e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144445 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -23896102.000000 Penalty: 6018.944336
	Iteration 23Q: 3 clusters Score -2.38961e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -23896696.000000 Penalty: 6018.944336
	Iteration 24Q: 3 clusters Score -2.38967e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -23897148.000000 Penalty: 6018.944336
	Iteration 25Q: 3 clusters Score -2.389715e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -23897628.000000 Penalty: 6018.944336
	Iteration 26Q: 3 clusters Score -2.389763e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -23898142.000000 Penalty: 6018.944336
	Iteration 27Q: 3 clusters Score -2.389814e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -23898676.000000 Penalty: 6018.944336
	Iteration 28Q: 3 clusters Score -2.389868e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -23899272.000000 Penalty: 6018.944336
	Iteration 29Q: 3 clusters Score -2.389927e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -23899850.000000 Penalty: 6018.944336
	Iteration 30Q: 3 clusters Score -2.389985e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -23900404.000000 Penalty: 6018.944336
	Iteration 31Q: 3 clusters Score -2.39004e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -23900868.000000 Penalty: 6018.944336
	Iteration 32Q: 3 clusters Score -2.390087e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -23901448.000000 Penalty: 6018.944336
	Iteration 33Q: 3 clusters Score -2.390145e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -23902054.000000 Penalty: 6018.944336
	Iteration 34Q: 3 clusters Score -2.390205e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -23902336.000000 Penalty: 6018.944336
	Iteration 35Q: 3 clusters Score -2.390234e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -23902504.000000 Penalty: 6018.944336
	Iteration 36Q: 3 clusters Score -2.39025e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -23902756.000000 Penalty: 6018.944336
	Iteration 37Q: 3 clusters Score -2.390276e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -23902804.000000 Penalty: 6018.944336
	Iteration 38Q: 3 clusters Score -2.39028e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171954 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -23902814.000000 Penalty: 6018.944336
	Iteration 39Q: 3 clusters Score -2.390281e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172866 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -23902928.000000 Penalty: 6018.944336
	Iteration 40F: 3 clusters Score -2.390293e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -23902990.000000 Penalty: 6018.944336
	Iteration 41Q: 3 clusters Score -2.390299e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -23903126.000000 Penalty: 6018.944336
	Iteration 42Q: 3 clusters Score -2.390313e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -23903082.000000 Penalty: 6018.944336
	Iteration 43Q: 3 clusters Score -2.390308e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -23902978.000000 Penalty: 6018.944336
	Iteration 44Q: 3 clusters Score -2.390298e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -23902974.000000 Penalty: 6018.944336
	Iteration 45Q: 3 clusters Score -2.390297e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -23902932.000000 Penalty: 6018.944336
	Iteration 46Q: 3 clusters Score -2.390293e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -23902892.000000 Penalty: 6018.944336
	Iteration 47Q: 3 clusters Score -2.390289e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -23902894.000000 Penalty: 6018.944336
	Iteration 48Q: 3 clusters Score -2.390289e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178125 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -23902898.000000 Penalty: 6018.944336
	Iteration 49Q: 3 clusters Score -2.39029e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -23902882.000000 Penalty: 6018.944336
	Iteration 50Q: 3 clusters Score -2.390288e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -23902798.000000 Penalty: 6018.944336
	Iteration 51Q: 3 clusters Score -2.39028e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179077 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -23902738.000000 Penalty: 6018.944336
	Iteration 52Q: 3 clusters Score -2.390274e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -23902702.000000 Penalty: 6018.944336
	Iteration 53Q: 3 clusters Score -2.39027e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -23902654.000000 Penalty: 6018.944336
	Iteration 54Q: 3 clusters Score -2.390265e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -23902632.000000 Penalty: 6018.944336
	Iteration 55Q: 3 clusters Score -2.390263e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180058 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -23902548.000000 Penalty: 6018.944336
	Iteration 56Q: 3 clusters Score -2.390255e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180261 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -23902470.000000 Penalty: 6018.944336
	Iteration 57Q: 3 clusters Score -2.390247e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -23902474.000000 Penalty: 6018.944336
	Iteration 58Q: 3 clusters Score -2.390247e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -23902408.000000 Penalty: 6018.944336
	Iteration 59Q: 3 clusters Score -2.390241e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -23902386.000000 Penalty: 6018.944336
	Iteration 60F: 3 clusters Score -2.390239e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -23902346.000000 Penalty: 6018.944336
	Iteration 61Q: 3 clusters Score -2.390235e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181040 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -23902374.000000 Penalty: 6018.944336
	Iteration 62Q: 3 clusters Score -2.390237e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -23902310.000000 Penalty: 6018.944336
	Iteration 63Q: 3 clusters Score -2.390231e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181302 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -23902318.000000 Penalty: 6018.944336
	Iteration 64Q: 3 clusters Score -2.390232e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -23902358.000000 Penalty: 6018.944336
	Iteration 65Q: 3 clusters Score -2.390236e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181527 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -23902324.000000 Penalty: 6018.944336
	Iteration 66Q: 3 clusters Score -2.390232e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181624 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -23902332.000000 Penalty: 6018.944336
	Iteration 67Q: 3 clusters Score -2.390233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181714 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -23902350.000000 Penalty: 6018.944336
	Iteration 68Q: 3 clusters Score -2.390235e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -23902378.000000 Penalty: 6018.944336
	Iteration 69Q: 3 clusters Score -2.390238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -23902354.000000 Penalty: 6018.944336
	Iteration 70Q: 3 clusters Score -2.390235e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -23902356.000000 Penalty: 6018.944336
	Iteration 71Q: 3 clusters Score -2.390236e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182036 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -23902326.000000 Penalty: 6018.944336
	Iteration 72Q: 3 clusters Score -2.390233e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23902338.000000 Penalty: 6018.944336
	Iteration 73Q: 3 clusters Score -2.390234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182200 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -23902330.000000 Penalty: 6018.944336
	Iteration 74Q: 3 clusters Score -2.390233e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -23902308.000000 Penalty: 6018.944336
	Iteration 75Q: 3 clusters Score -2.390231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -23902286.000000 Penalty: 6018.944336
	Iteration 76Q: 3 clusters Score -2.390229e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182424 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -23902296.000000 Penalty: 6018.944336
	Iteration 77Q: 3 clusters Score -2.39023e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182483 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -23902272.000000 Penalty: 6018.944336
	Iteration 78Q: 3 clusters Score -2.390227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182535 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -23902232.000000 Penalty: 6018.944336
	Iteration 79Q: 3 clusters Score -2.390223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182579 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -23902218.000000 Penalty: 6018.944336
	Iteration 80F: 3 clusters Score -2.390222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -23902230.000000 Penalty: 6018.944336
	Iteration 81Q: 3 clusters Score -2.390223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182649 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -23902222.000000 Penalty: 6018.944336
	Iteration 82Q: 3 clusters Score -2.390222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -23902214.000000 Penalty: 6018.944336
	Iteration 83Q: 3 clusters Score -2.390221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182700 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -23902254.000000 Penalty: 6018.944336
	Iteration 84Q: 3 clusters Score -2.390225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -23902214.000000 Penalty: 6018.944336
	Iteration 85Q: 3 clusters Score -2.390221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182766 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23902236.000000 Penalty: 6018.944336
	Iteration 86Q: 3 clusters Score -2.390224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -23902238.000000 Penalty: 6018.944336
	Iteration 87Q: 3 clusters Score -2.390224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182826 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23902238.000000 Penalty: 6018.944336
	Iteration 88Q: 3 clusters Score -2.390224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -23902230.000000 Penalty: 6018.944336
	Iteration 89Q: 3 clusters Score -2.390223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -23902210.000000 Penalty: 6018.944336
	Iteration 90Q: 3 clusters Score -2.390221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -23902242.000000 Penalty: 6018.944336
	Iteration 91Q: 3 clusters Score -2.390224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -23902208.000000 Penalty: 6018.944336
	Iteration 92Q: 3 clusters Score -2.390221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182988 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23902212.000000 Penalty: 6018.944336
	Iteration 93Q: 3 clusters Score -2.390221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -23902206.000000 Penalty: 6018.944336
	Iteration 94Q: 3 clusters Score -2.390221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183037 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -23902194.000000 Penalty: 6018.944336
	Iteration 95Q: 3 clusters Score -2.390219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23902194.000000 Penalty: 6018.944336
	Iteration 96Q: 3 clusters Score -2.390219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183066 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -23902206.000000 Penalty: 6018.944336
	Iteration 97Q: 3 clusters Score -2.390221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -23902228.000000 Penalty: 6018.944336
	Iteration 98Q: 3 clusters Score -2.390223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -23902232.000000 Penalty: 6018.944336
	Iteration 99Q: 3 clusters Score -2.390223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -23902204.000000 Penalty: 6018.944336
	Iteration 100F: 3 clusters Score -2.39022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23902220.000000 Penalty: 6018.944336
	Iteration 101Q: 3 clusters Score -2.390222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183129 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -23902212.000000 Penalty: 6018.944336
	Iteration 102Q: 3 clusters Score -2.390221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23902202.000000 Penalty: 6018.944336
	Iteration 103Q: 3 clusters Score -2.39022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23902204.000000 Penalty: 6018.944336
	Iteration 104Q: 3 clusters Score -2.39022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -23902200.000000 Penalty: 6018.944336
	Iteration 105Q: 3 clusters Score -2.39022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -23902180.000000 Penalty: 6018.944336
	Iteration 106Q: 3 clusters Score -2.390218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183181 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23902176.000000 Penalty: 6018.944336
	Iteration 107Q: 3 clusters Score -2.390218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183186 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23902160.000000 Penalty: 6018.944336
	Iteration 108Q: 3 clusters Score -2.390216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183192 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -23902168.000000 Penalty: 6018.944336
	Iteration 109Q: 3 clusters Score -2.390217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183194 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23902166.000000 Penalty: 6018.944336
	Iteration 110Q: 3 clusters Score -2.390217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23902154.000000 Penalty: 6018.944336
	Iteration 111Q: 3 clusters Score -2.390215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -23902148.000000 Penalty: 6018.944336
	Iteration 112Q: 3 clusters Score -2.390215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183206 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23902146.000000 Penalty: 6018.944336
	Iteration 113Q: 3 clusters Score -2.390215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -23902148.000000 Penalty: 6018.944336
	Iteration 114Q: 3 clusters Score -2.390215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183215 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -23902150.000000 Penalty: 6018.944336
	Iteration 115Q: 3 clusters Score -2.390215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183218 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -23902140.000000 Penalty: 6018.944336
	Iteration 116Q: 3 clusters Score -2.390214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23902132.000000 Penalty: 6018.944336
	Iteration 117Q: 3 clusters Score -2.390213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183226 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23902130.000000 Penalty: 6018.944336
	Iteration 118Q: 3 clusters Score -2.390213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183230 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -23902126.000000 Penalty: 6018.944336
	Iteration 119Q: 3 clusters Score -2.390213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -23902122.000000 Penalty: 6018.944336
	Iteration 120F: 3 clusters Score -2.390212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23902132.000000 Penalty: 6018.944336
	Iteration 121Q: 3 clusters Score -2.390213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23902122.000000 Penalty: 6018.944336
	Iteration 122Q: 3 clusters Score -2.390212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183241 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -23902108.000000 Penalty: 6018.944336
	Iteration 123Q: 3 clusters Score -2.390211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -23902110.000000 Penalty: 6018.944336
	Iteration 124Q: 3 clusters Score -2.390211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -23902100.000000 Penalty: 6018.944336
	Iteration 125Q: 3 clusters Score -2.39021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -23902122.000000 Penalty: 6018.944336
	Iteration 126Q: 3 clusters Score -2.390212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23902098.000000 Penalty: 6018.944336
	Iteration 127Q: 3 clusters Score -2.39021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183270 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -23902096.000000 Penalty: 6018.944336
	Iteration 128Q: 3 clusters Score -2.39021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -23902094.000000 Penalty: 6018.944336
	Iteration 129Q: 3 clusters Score -2.390209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183279 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -23902074.000000 Penalty: 6018.944336
	Iteration 130Q: 3 clusters Score -2.390207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -23902100.000000 Penalty: 6018.944336
	Iteration 131Q: 3 clusters Score -2.39021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183296 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -23902098.000000 Penalty: 6018.944336
	Iteration 132Q: 3 clusters Score -2.39021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183310 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -23902092.000000 Penalty: 6018.944336
	Iteration 133Q: 3 clusters Score -2.390209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23902076.000000 Penalty: 6018.944336
	Iteration 134Q: 3 clusters Score -2.390208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -23902072.000000 Penalty: 6018.944336
	Iteration 135Q: 3 clusters Score -2.390207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -23902066.000000 Penalty: 6018.944336
	Iteration 136Q: 3 clusters Score -2.390207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -23902060.000000 Penalty: 6018.944336
	Iteration 137Q: 3 clusters Score -2.390206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -23902054.000000 Penalty: 6018.944336
	Iteration 138Q: 3 clusters Score -2.390205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -23902060.000000 Penalty: 6018.944336
	Iteration 139Q: 3 clusters Score -2.390206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23902066.000000 Penalty: 6018.944336
	Iteration 140F: 3 clusters Score -2.390207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183347 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -23902088.000000 Penalty: 6018.944336
	Iteration 141Q: 3 clusters Score -2.390209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183354 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -23902074.000000 Penalty: 6018.944336
	Iteration 142Q: 3 clusters Score -2.390207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -23902072.000000 Penalty: 6018.944336
	Iteration 143Q: 3 clusters Score -2.390207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183358 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -23902074.000000 Penalty: 6018.944336
	Iteration 144Q: 3 clusters Score -2.390207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183359 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23902080.000000 Penalty: 6018.944336
	Iteration 145Q: 3 clusters Score -2.390208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183361 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -23902068.000000 Penalty: 6018.944336
	Iteration 146Q: 3 clusters Score -2.390207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -23902060.000000 Penalty: 6018.944336
	Iteration 147Q: 3 clusters Score -2.390206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183366 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -23902056.000000 Penalty: 6018.944336
	Iteration 148Q: 3 clusters Score -2.390206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183367 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -23902058.000000 Penalty: 6018.944336
	Iteration 149Q: 3 clusters Score -2.390206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23902064.000000 Penalty: 6018.944336
	Iteration 150Q: 3 clusters Score -2.390206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -23902076.000000 Penalty: 6018.944336
	Iteration 151Q: 3 clusters Score -2.390208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23902076.000000 Penalty: 6018.944336
	Iteration 152Q: 3 clusters Score -2.390208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23902076.000000 Penalty: 6018.944336
	Iteration 153F: 3 clusters Score -2.390208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -117295.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -117295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115449.164062 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -115449.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115882.992188 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -115883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116095.531250 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -116095.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116244.703125 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -116244.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116383.789062 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -116383.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116531.257812 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -116531.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116658.156250 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -116658.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116768.828125 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -116768.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116805.828125 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -116805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116829.507812 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -116829.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116847.703125 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -116847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116865.804688 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -116865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -116883.242188 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -116883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116900.835938 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -116900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116914.757812 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -116914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116926.531250 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -116926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116935.648438 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -116935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116949.132812 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -116949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116960.328125 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -116960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116970.593750 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -116970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116977.015625 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -116977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116987.539062 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -116987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117005.625000 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -117005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117019.726562 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -117019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117034.148438 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -117034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117042.500000 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -117042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117056.390625 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -117056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117071.859375 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -117071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117082.195312 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -117082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117090.250000 Penalty: 3416.731934
	Iteration 29Q: 3 clusters Score -117090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117096.546875 Penalty: 3416.731934
	Iteration 30Q: 3 clusters Score -117096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117100.523438 Penalty: 3416.731934
	Iteration 31Q: 3 clusters Score -117100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117101.187500 Penalty: 3416.731934
	Iteration 32Q: 3 clusters Score -117101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117101.187500 Penalty: 3416.731934
	Iteration 33F: 3 clusters Score -117101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Entering Unmasked Estep 
Score: -1006592.937500 Penalty: 2236.906738
	Iteration 0F: 2 clusters Score -1006593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1000072.562500 Penalty: 4473.813477
	Iteration 0F: 3 clusters Score -1000073 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1002191.625000 Penalty: 4473.813477
	Iteration 1F: 3 clusters Score -1002192 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1002749.625000 Penalty: 4473.813477
	Iteration 2F: 3 clusters Score -1002750 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1003288.187500 Penalty: 4473.813477
	Iteration 3F: 3 clusters Score -1003288 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1003712.687500 Penalty: 4473.813477
	Iteration 4F: 3 clusters Score -1003713 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1004058.437500 Penalty: 4473.813477
	Iteration 5F: 3 clusters Score -1004058 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1004330.687500 Penalty: 4473.813477
	Iteration 6F: 3 clusters Score -1004331 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1004538.375000 Penalty: 4473.813477
	Iteration 7Q: 3 clusters Score -1004538 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1004704.812500 Penalty: 4473.813477
	Iteration 8Q: 3 clusters Score -1004705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1004843.875000 Penalty: 4473.813477
	Iteration 9Q: 3 clusters Score -1004844 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1004951.437500 Penalty: 4473.813477
	Iteration 10Q: 3 clusters Score -1004951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1005039.375000 Penalty: 4473.813477
	Iteration 11Q: 3 clusters Score -1005039 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1005101.125000 Penalty: 4473.813477
	Iteration 12Q: 3 clusters Score -1005101 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1005146.375000 Penalty: 4473.813477
	Iteration 13Q: 3 clusters Score -1005146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1005175.687500 Penalty: 4473.813477
	Iteration 14Q: 3 clusters Score -1005176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1005198.750000 Penalty: 4473.813477
	Iteration 15Q: 3 clusters Score -1005199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1005214.312500 Penalty: 4473.813477
	Iteration 16Q: 3 clusters Score -1005214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1005222.312500 Penalty: 4473.813477
	Iteration 17Q: 3 clusters Score -1005222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1005228.125000 Penalty: 4473.813477
	Iteration 18Q: 3 clusters Score -1005228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1005235.750000 Penalty: 4473.813477
	Iteration 19Q: 3 clusters Score -1005236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1005243.500000 Penalty: 4473.813477
	Iteration 20F: 3 clusters Score -1005244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1005246.937500 Penalty: 4473.813477
	Iteration 21Q: 3 clusters Score -1005247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1005250.187500 Penalty: 4473.813477
	Iteration 22Q: 3 clusters Score -1005250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1005255.562500 Penalty: 4473.813477
	Iteration 23Q: 3 clusters Score -1005256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1005260.937500 Penalty: 4473.813477
	Iteration 24Q: 3 clusters Score -1005261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1005269.625000 Penalty: 4473.813477
	Iteration 25Q: 3 clusters Score -1005270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1005277.562500 Penalty: 4473.813477
	Iteration 26Q: 3 clusters Score -1005278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1005285.687500 Penalty: 4473.813477
	Iteration 27Q: 3 clusters Score -1005286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1005290.937500 Penalty: 4473.813477
	Iteration 28Q: 3 clusters Score -1005291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1005301.125000 Penalty: 4473.813477
	Iteration 29Q: 3 clusters Score -1005301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1005309.062500 Penalty: 4473.813477
	Iteration 30Q: 3 clusters Score -1005309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1005318.312500 Penalty: 4473.813477
	Iteration 31Q: 3 clusters Score -1005318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1005326.562500 Penalty: 4473.813477
	Iteration 32Q: 3 clusters Score -1005327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1005335.375000 Penalty: 4473.813477
	Iteration 33Q: 3 clusters Score -1005335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1005344.750000 Penalty: 4473.813477
	Iteration 34Q: 3 clusters Score -1005345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1005353.375000 Penalty: 4473.813477
	Iteration 35Q: 3 clusters Score -1005353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1005358.437500 Penalty: 4473.813477
	Iteration 36Q: 3 clusters Score -1005358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1005363.875000 Penalty: 4473.813477
	Iteration 37Q: 3 clusters Score -1005364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1005372.312500 Penalty: 4473.813477
	Iteration 38Q: 3 clusters Score -1005372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1005378.500000 Penalty: 4473.813477
	Iteration 39Q: 3 clusters Score -1005378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1005381.312500 Penalty: 4473.813477
	Iteration 40F: 3 clusters Score -1005381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1005383.312500 Penalty: 4473.813477
	Iteration 41Q: 3 clusters Score -1005383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1005390.625000 Penalty: 4473.813477
	Iteration 42Q: 3 clusters Score -1005391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1005394.750000 Penalty: 4473.813477
	Iteration 43Q: 3 clusters Score -1005395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1005404.875000 Penalty: 4473.813477
	Iteration 44Q: 3 clusters Score -1005405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1005410.500000 Penalty: 4473.813477
	Iteration 45Q: 3 clusters Score -1005410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1005415.062500 Penalty: 4473.813477
	Iteration 46Q: 3 clusters Score -1005415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1005421.875000 Penalty: 4473.813477
	Iteration 47Q: 3 clusters Score -1005422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1005426.312500 Penalty: 4473.813477
	Iteration 48Q: 3 clusters Score -1005426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1005429.750000 Penalty: 4473.813477
	Iteration 49Q: 3 clusters Score -1005430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1005429.812500 Penalty: 4473.813477
	Iteration 50Q: 3 clusters Score -1005430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1005432.625000 Penalty: 4473.813477
	Iteration 51Q: 3 clusters Score -1005433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1005435.000000 Penalty: 4473.813477
	Iteration 52Q: 3 clusters Score -1005435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1005435.750000 Penalty: 4473.813477
	Iteration 53Q: 3 clusters Score -1005436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1005437.500000 Penalty: 4473.813477
	Iteration 54Q: 3 clusters Score -1005438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1005440.062500 Penalty: 4473.813477
	Iteration 55Q: 3 clusters Score -1005440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1005440.062500 Penalty: 4473.813477
	Iteration 56Q: 3 clusters Score -1005440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1005440.937500 Penalty: 4473.813477
	Iteration 57Q: 3 clusters Score -1005441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1005441.437500 Penalty: 4473.813477
	Iteration 58Q: 3 clusters Score -1005441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1005444.375000 Penalty: 4473.813477
	Iteration 59Q: 3 clusters Score -1005444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1005447.062500 Penalty: 4473.813477
	Iteration 60F: 3 clusters Score -1005447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1005447.437500 Penalty: 4473.813477
	Iteration 61Q: 3 clusters Score -1005447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1005445.937500 Penalty: 4473.813477
	Iteration 62Q: 3 clusters Score -1005446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1005447.187500 Penalty: 4473.813477
	Iteration 63Q: 3 clusters Score -1005447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1005447.875000 Penalty: 4473.813477
	Iteration 64Q: 3 clusters Score -1005448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1005448.562500 Penalty: 4473.813477
	Iteration 65Q: 3 clusters Score -1005449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1005449.312500 Penalty: 4473.813477
	Iteration 66Q: 3 clusters Score -1005449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1005452.562500 Penalty: 4473.813477
	Iteration 67Q: 3 clusters Score -1005453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1005454.375000 Penalty: 4473.813477
	Iteration 68Q: 3 clusters Score -1005454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1005455.187500 Penalty: 4473.813477
	Iteration 69Q: 3 clusters Score -1005455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1005458.062500 Penalty: 4473.813477
	Iteration 70Q: 3 clusters Score -1005458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1005461.687500 Penalty: 4473.813477
	Iteration 71Q: 3 clusters Score -1005462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1005463.125000 Penalty: 4473.813477
	Iteration 72Q: 3 clusters Score -1005463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1005462.937500 Penalty: 4473.813477
	Iteration 73Q: 3 clusters Score -1005463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1005464.375000 Penalty: 4473.813477
	Iteration 74Q: 3 clusters Score -1005464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1005466.250000 Penalty: 4473.813477
	Iteration 75Q: 3 clusters Score -1005466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1005470.000000 Penalty: 4473.813477
	Iteration 76Q: 3 clusters Score -1005470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1005470.500000 Penalty: 4473.813477
	Iteration 77Q: 3 clusters Score -1005470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1005471.750000 Penalty: 4473.813477
	Iteration 78Q: 3 clusters Score -1005472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1005474.937500 Penalty: 4473.813477
	Iteration 79Q: 3 clusters Score -1005475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1005475.562500 Penalty: 4473.813477
	Iteration 80F: 3 clusters Score -1005476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1005479.312500 Penalty: 4473.813477
	Iteration 81Q: 3 clusters Score -1005479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1005479.500000 Penalty: 4473.813477
	Iteration 82Q: 3 clusters Score -1005480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1005481.187500 Penalty: 4473.813477
	Iteration 83Q: 3 clusters Score -1005481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1005482.437500 Penalty: 4473.813477
	Iteration 84Q: 3 clusters Score -1005482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1005482.062500 Penalty: 4473.813477
	Iteration 85Q: 3 clusters Score -1005482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1005483.125000 Penalty: 4473.813477
	Iteration 86Q: 3 clusters Score -1005483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1005483.125000 Penalty: 4473.813477
	Iteration 87F: 3 clusters Score -1005483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Entering Unmasked Estep 
Score: -7600215.000000 Penalty: 2721.447998
	Iteration 0F: 2 clusters Score -7600215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -7560957.000000 Penalty: 5442.895996
	Iteration 0F: 3 clusters Score -7560957 nChanged 27137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -7576140.500000 Penalty: 5442.895996
	Iteration 1F: 3 clusters Score -7576140 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -7576748.500000 Penalty: 5442.895996
	Iteration 2Q: 3 clusters Score -7576748 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -7577232.000000 Penalty: 5442.895996
	Iteration 3Q: 3 clusters Score -7577232 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7577862.000000 Penalty: 5442.895996
	Iteration 4Q: 3 clusters Score -7577862 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7578636.000000 Penalty: 5442.895996
	Iteration 5Q: 3 clusters Score -7578636 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7579810.500000 Penalty: 5442.895996
	Iteration 6Q: 3 clusters Score -7579810 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7581731.500000 Penalty: 5442.895996
	Iteration 7F: 3 clusters Score -7581732 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -7584643.000000 Penalty: 5442.895996
	Iteration 8F: 3 clusters Score -7584643 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -7588529.000000 Penalty: 5442.895996
	Iteration 9F: 3 clusters Score -7588529 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7592382.500000 Penalty: 5442.895996
	Iteration 10F: 3 clusters Score -7592382 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -7595225.500000 Penalty: 5442.895996
	Iteration 11F: 3 clusters Score -7595226 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7596690.000000 Penalty: 5442.895996
	Iteration 12Q: 3 clusters Score -7596690 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7597340.500000 Penalty: 5442.895996
	Iteration 13Q: 3 clusters Score -7597340 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -7597578.000000 Penalty: 5442.895996
	Iteration 14Q: 3 clusters Score -7597578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -7597677.000000 Penalty: 5442.895996
	Iteration 15Q: 3 clusters Score -7597677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7597722.500000 Penalty: 5442.895996
	Iteration 16Q: 3 clusters Score -7597722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7597749.500000 Penalty: 5442.895996
	Iteration 17Q: 3 clusters Score -7597750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7597774.000000 Penalty: 5442.895996
	Iteration 18Q: 3 clusters Score -7597774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -7597796.500000 Penalty: 5442.895996
	Iteration 19Q: 3 clusters Score -7597796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -7597798.500000 Penalty: 5442.895996
	Iteration 20F: 3 clusters Score -7597798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -7597805.500000 Penalty: 5442.895996
	Iteration 21Q: 3 clusters Score -7597806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -7597806.000000 Penalty: 5442.895996
	Iteration 22Q: 3 clusters Score -7597806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7597803.000000 Penalty: 5442.895996
	Iteration 23Q: 3 clusters Score -7597803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7597813.000000 Penalty: 5442.895996
	Iteration 24Q: 3 clusters Score -7597813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -7597812.500000 Penalty: 5442.895996
	Iteration 25Q: 3 clusters Score -7597812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7597814.500000 Penalty: 5442.895996
	Iteration 26Q: 3 clusters Score -7597814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -7597818.500000 Penalty: 5442.895996
	Iteration 27Q: 3 clusters Score -7597818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7597813.500000 Penalty: 5442.895996
	Iteration 28Q: 3 clusters Score -7597814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7597813.500000 Penalty: 5442.895996
	Iteration 29F: 3 clusters Score -7597814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Entering Unmasked Estep 
Score: -4017942.000000 Penalty: 2563.163086
	Iteration 0F: 2 clusters Score -4017942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3996791.250000 Penalty: 5126.326172
	Iteration 0F: 3 clusters Score -3996791 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4004269.750000 Penalty: 5126.326172
	Iteration 1F: 3 clusters Score -4004270 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4004746.000000 Penalty: 5126.326172
	Iteration 2Q: 3 clusters Score -4004746 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4005155.750000 Penalty: 5126.326172
	Iteration 3Q: 3 clusters Score -4005156 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4005642.750000 Penalty: 5126.326172
	Iteration 4Q: 3 clusters Score -4005643 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4006231.000000 Penalty: 5126.326172
	Iteration 5Q: 3 clusters Score -4006231 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4007109.250000 Penalty: 5126.326172
	Iteration 6F: 3 clusters Score -4007109 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4008264.500000 Penalty: 5126.326172
	Iteration 7F: 3 clusters Score -4008264 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4009863.250000 Penalty: 5126.326172
	Iteration 8F: 3 clusters Score -4009863 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4011665.000000 Penalty: 5126.326172
	Iteration 9F: 3 clusters Score -4011665 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4013137.250000 Penalty: 5126.326172
	Iteration 10F: 3 clusters Score -4013137 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4014246.750000 Penalty: 5126.326172
	Iteration 11Q: 3 clusters Score -4014247 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4014857.000000 Penalty: 5126.326172
	Iteration 12Q: 3 clusters Score -4014857 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4015169.500000 Penalty: 5126.326172
	Iteration 13Q: 3 clusters Score -4015170 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4015340.750000 Penalty: 5126.326172
	Iteration 14Q: 3 clusters Score -4015341 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4015495.000000 Penalty: 5126.326172
	Iteration 15Q: 3 clusters Score -4015495 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4015575.250000 Penalty: 5126.326172
	Iteration 16Q: 3 clusters Score -4015575 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4015646.250000 Penalty: 5126.326172
	Iteration 17Q: 3 clusters Score -4015646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4015729.750000 Penalty: 5126.326172
	Iteration 18Q: 3 clusters Score -4015730 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4015745.250000 Penalty: 5126.326172
	Iteration 19Q: 3 clusters Score -4015745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4015765.500000 Penalty: 5126.326172
	Iteration 20F: 3 clusters Score -4015766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4015780.750000 Penalty: 5126.326172
	Iteration 21Q: 3 clusters Score -4015781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4015834.250000 Penalty: 5126.326172
	Iteration 22Q: 3 clusters Score -4015834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4015868.250000 Penalty: 5126.326172
	Iteration 23Q: 3 clusters Score -4015868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4015884.500000 Penalty: 5126.326172
	Iteration 24Q: 3 clusters Score -4015884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4015898.500000 Penalty: 5126.326172
	Iteration 25Q: 3 clusters Score -4015898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4015923.250000 Penalty: 5126.326172
	Iteration 26Q: 3 clusters Score -4015923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4015936.500000 Penalty: 5126.326172
	Iteration 27Q: 3 clusters Score -4015936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4015957.750000 Penalty: 5126.326172
	Iteration 28Q: 3 clusters Score -4015958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4015959.500000 Penalty: 5126.326172
	Iteration 29Q: 3 clusters Score -4015960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4015958.250000 Penalty: 5126.326172
	Iteration 30Q: 3 clusters Score -4015958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4015956.750000 Penalty: 5126.326172
	Iteration 31Q: 3 clusters Score -4015957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4015963.750000 Penalty: 5126.326172
	Iteration 32Q: 3 clusters Score -4015964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4015957.000000 Penalty: 5126.326172
	Iteration 33Q: 3 clusters Score -4015957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4015962.500000 Penalty: 5126.326172
	Iteration 34Q: 3 clusters Score -4015962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4015963.000000 Penalty: 5126.326172
	Iteration 35Q: 3 clusters Score -4015963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4015970.500000 Penalty: 5126.326172
	Iteration 36Q: 3 clusters Score -4015970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4015976.500000 Penalty: 5126.326172
	Iteration 37Q: 3 clusters Score -4015976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4015973.500000 Penalty: 5126.326172
	Iteration 38Q: 3 clusters Score -4015974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4015976.250000 Penalty: 5126.326172
	Iteration 39Q: 3 clusters Score -4015976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4015982.250000 Penalty: 5126.326172
	Iteration 40F: 3 clusters Score -4015982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4015983.500000 Penalty: 5126.326172
	Iteration 41Q: 3 clusters Score -4015984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4015983.250000 Penalty: 5126.326172
	Iteration 42Q: 3 clusters Score -4015983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4015982.500000 Penalty: 5126.326172
	Iteration 43Q: 3 clusters Score -4015982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4015989.000000 Penalty: 5126.326172
	Iteration 44Q: 3 clusters Score -4015989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4015988.750000 Penalty: 5126.326172
	Iteration 45Q: 3 clusters Score -4015989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4015988.500000 Penalty: 5126.326172
	Iteration 46Q: 3 clusters Score -4015988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4015987.250000 Penalty: 5126.326172
	Iteration 47Q: 3 clusters Score -4015987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4015986.000000 Penalty: 5126.326172
	Iteration 48Q: 3 clusters Score -4015986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4015991.000000 Penalty: 5126.326172
	Iteration 49Q: 3 clusters Score -4015991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4016000.500000 Penalty: 5126.326172
	Iteration 50Q: 3 clusters Score -4016000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4016004.750000 Penalty: 5126.326172
	Iteration 51Q: 3 clusters Score -4016005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4016004.500000 Penalty: 5126.326172
	Iteration 52Q: 3 clusters Score -4016004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4016009.500000 Penalty: 5126.326172
	Iteration 53Q: 3 clusters Score -4016010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4016004.250000 Penalty: 5126.326172
	Iteration 54Q: 3 clusters Score -4016004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4016007.500000 Penalty: 5126.326172
	Iteration 55Q: 3 clusters Score -4016008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4016008.750000 Penalty: 5126.326172
	Iteration 56Q: 3 clusters Score -4016009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4016012.000000 Penalty: 5126.326172
	Iteration 57Q: 3 clusters Score -4016012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4016022.750000 Penalty: 5126.326172
	Iteration 58Q: 3 clusters Score -4016023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4016012.750000 Penalty: 5126.326172
	Iteration 59Q: 3 clusters Score -4016013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4016011.750000 Penalty: 5126.326172
	Iteration 60F: 3 clusters Score -4016012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4016012.500000 Penalty: 5126.326172
	Iteration 61Q: 3 clusters Score -4016012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4016016.250000 Penalty: 5126.326172
	Iteration 62Q: 3 clusters Score -4016016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4016017.750000 Penalty: 5126.326172
	Iteration 63Q: 3 clusters Score -4016018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4016020.500000 Penalty: 5126.326172
	Iteration 64Q: 3 clusters Score -4016020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4016018.500000 Penalty: 5126.326172
	Iteration 65Q: 3 clusters Score -4016018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4016018.500000 Penalty: 5126.326172
	Iteration 66Q: 3 clusters Score -4016018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4016018.000000 Penalty: 5126.326172
	Iteration 67Q: 3 clusters Score -4016018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4016018.000000 Penalty: 5126.326172
	Iteration 68F: 3 clusters Score -4016018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Entering Unmasked Estep 
Score: -1686044.500000 Penalty: 2361.530518
	Iteration 0F: 2 clusters Score -1686044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1676044.625000 Penalty: 4723.061035
	Iteration 0F: 3 clusters Score -1676045 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1679176.250000 Penalty: 4723.061035
	Iteration 1F: 3 clusters Score -1679176 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1679608.125000 Penalty: 4723.061035
	Iteration 2F: 3 clusters Score -1679608 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1680035.500000 Penalty: 4723.061035
	Iteration 3F: 3 clusters Score -1680036 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1680547.625000 Penalty: 4723.061035
	Iteration 4F: 3 clusters Score -1680548 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1681159.625000 Penalty: 4723.061035
	Iteration 5F: 3 clusters Score -1681160 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1681889.625000 Penalty: 4723.061035
	Iteration 6F: 3 clusters Score -1681890 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1682751.750000 Penalty: 4723.061035
	Iteration 7F: 3 clusters Score -1682752 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1683666.875000 Penalty: 4723.061035
	Iteration 8F: 3 clusters Score -1683667 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1684505.875000 Penalty: 4723.061035
	Iteration 9Q: 3 clusters Score -1684506 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1685015.875000 Penalty: 4723.061035
	Iteration 10Q: 3 clusters Score -1685016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1685243.000000 Penalty: 4723.061035
	Iteration 11Q: 3 clusters Score -1685243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1685314.375000 Penalty: 4723.061035
	Iteration 12Q: 3 clusters Score -1685314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1685346.875000 Penalty: 4723.061035
	Iteration 13Q: 3 clusters Score -1685347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1685364.750000 Penalty: 4723.061035
	Iteration 14Q: 3 clusters Score -1685365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1685376.750000 Penalty: 4723.061035
	Iteration 15Q: 3 clusters Score -1685377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1685390.375000 Penalty: 4723.061035
	Iteration 16Q: 3 clusters Score -1685390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1685397.375000 Penalty: 4723.061035
	Iteration 17Q: 3 clusters Score -1685397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1685408.875000 Penalty: 4723.061035
	Iteration 18Q: 3 clusters Score -1685409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1685409.125000 Penalty: 4723.061035
	Iteration 19Q: 3 clusters Score -1685409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1685408.875000 Penalty: 4723.061035
	Iteration 20F: 3 clusters Score -1685409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1685411.875000 Penalty: 4723.061035
	Iteration 21Q: 3 clusters Score -1685412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1685417.125000 Penalty: 4723.061035
	Iteration 22Q: 3 clusters Score -1685417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1685422.750000 Penalty: 4723.061035
	Iteration 23Q: 3 clusters Score -1685423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1685425.500000 Penalty: 4723.061035
	Iteration 24Q: 3 clusters Score -1685426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1685424.375000 Penalty: 4723.061035
	Iteration 25Q: 3 clusters Score -1685424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1685428.875000 Penalty: 4723.061035
	Iteration 26Q: 3 clusters Score -1685429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1685431.625000 Penalty: 4723.061035
	Iteration 27Q: 3 clusters Score -1685432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1685433.000000 Penalty: 4723.061035
	Iteration 28Q: 3 clusters Score -1685433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1685430.875000 Penalty: 4723.061035
	Iteration 29Q: 3 clusters Score -1685431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1685430.250000 Penalty: 4723.061035
	Iteration 30Q: 3 clusters Score -1685430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1685432.125000 Penalty: 4723.061035
	Iteration 31Q: 3 clusters Score -1685432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1685432.125000 Penalty: 4723.061035
	Iteration 32F: 3 clusters Score -1685432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Entering Unmasked Estep 
Score: -4403150.500000 Penalty: 2586.600830
	Iteration 0F: 2 clusters Score -4403150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -4380022.000000 Penalty: 5173.201660
	Iteration 0F: 3 clusters Score -4380022 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4388505.000000 Penalty: 5173.201660
	Iteration 1F: 3 clusters Score -4388505 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4389008.000000 Penalty: 5173.201660
	Iteration 2Q: 3 clusters Score -4389008 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4389447.500000 Penalty: 5173.201660
	Iteration 3Q: 3 clusters Score -4389448 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4389894.500000 Penalty: 5173.201660
	Iteration 4Q: 3 clusters Score -4389894 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4390426.500000 Penalty: 5173.201660
	Iteration 5Q: 3 clusters Score -4390426 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4391030.000000 Penalty: 5173.201660
	Iteration 6Q: 3 clusters Score -4391030 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4391859.000000 Penalty: 5173.201660
	Iteration 7Q: 3 clusters Score -4391859 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4392872.000000 Penalty: 5173.201660
	Iteration 8Q: 3 clusters Score -4392872 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4394052.500000 Penalty: 5173.201660
	Iteration 9Q: 3 clusters Score -4394052 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4395212.000000 Penalty: 5173.201660
	Iteration 10Q: 3 clusters Score -4395212 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4396315.500000 Penalty: 5173.201660
	Iteration 11Q: 3 clusters Score -4396316 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4397244.000000 Penalty: 5173.201660
	Iteration 12Q: 3 clusters Score -4397244 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4397932.000000 Penalty: 5173.201660
	Iteration 13Q: 3 clusters Score -4397932 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4398478.000000 Penalty: 5173.201660
	Iteration 14Q: 3 clusters Score -4398478 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4398895.000000 Penalty: 5173.201660
	Iteration 15Q: 3 clusters Score -4398895 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4399270.500000 Penalty: 5173.201660
	Iteration 16Q: 3 clusters Score -4399270 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4399540.500000 Penalty: 5173.201660
	Iteration 17Q: 3 clusters Score -4399540 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4399753.000000 Penalty: 5173.201660
	Iteration 18Q: 3 clusters Score -4399753 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4399944.000000 Penalty: 5173.201660
	Iteration 19Q: 3 clusters Score -4399944 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4400082.000000 Penalty: 5173.201660
	Iteration 20F: 3 clusters Score -4400082 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4400239.500000 Penalty: 5173.201660
	Iteration 21Q: 3 clusters Score -4400240 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4400360.000000 Penalty: 5173.201660
	Iteration 22Q: 3 clusters Score -4400360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4400479.500000 Penalty: 5173.201660
	Iteration 23Q: 3 clusters Score -4400480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4400562.000000 Penalty: 5173.201660
	Iteration 24Q: 3 clusters Score -4400562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4400639.000000 Penalty: 5173.201660
	Iteration 25Q: 3 clusters Score -4400639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4400689.000000 Penalty: 5173.201660
	Iteration 26Q: 3 clusters Score -4400689 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4400736.000000 Penalty: 5173.201660
	Iteration 27Q: 3 clusters Score -4400736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4400744.000000 Penalty: 5173.201660
	Iteration 28Q: 3 clusters Score -4400744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4400762.500000 Penalty: 5173.201660
	Iteration 29Q: 3 clusters Score -4400762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4400779.500000 Penalty: 5173.201660
	Iteration 30Q: 3 clusters Score -4400780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4400803.000000 Penalty: 5173.201660
	Iteration 31Q: 3 clusters Score -4400803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4400821.000000 Penalty: 5173.201660
	Iteration 32Q: 3 clusters Score -4400821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4400837.000000 Penalty: 5173.201660
	Iteration 33Q: 3 clusters Score -4400837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4400840.000000 Penalty: 5173.201660
	Iteration 34Q: 3 clusters Score -4400840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4400855.000000 Penalty: 5173.201660
	Iteration 35Q: 3 clusters Score -4400855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4400862.500000 Penalty: 5173.201660
	Iteration 36Q: 3 clusters Score -4400862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4400874.000000 Penalty: 5173.201660
	Iteration 37Q: 3 clusters Score -4400874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4400871.500000 Penalty: 5173.201660
	Iteration 38Q: 3 clusters Score -4400872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4400881.500000 Penalty: 5173.201660
	Iteration 39Q: 3 clusters Score -4400882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4400883.000000 Penalty: 5173.201660
	Iteration 40F: 3 clusters Score -4400883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4400886.500000 Penalty: 5173.201660
	Iteration 41Q: 3 clusters Score -4400886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4400888.500000 Penalty: 5173.201660
	Iteration 42Q: 3 clusters Score -4400888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4400895.500000 Penalty: 5173.201660
	Iteration 43Q: 3 clusters Score -4400896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4400902.500000 Penalty: 5173.201660
	Iteration 44Q: 3 clusters Score -4400902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4400902.500000 Penalty: 5173.201660
	Iteration 45Q: 3 clusters Score -4400902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4400908.500000 Penalty: 5173.201660
	Iteration 46Q: 3 clusters Score -4400908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4400908.500000 Penalty: 5173.201660
	Iteration 47Q: 3 clusters Score -4400908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4400912.500000 Penalty: 5173.201660
	Iteration 48Q: 3 clusters Score -4400912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4400915.000000 Penalty: 5173.201660
	Iteration 49Q: 3 clusters Score -4400915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4400917.000000 Penalty: 5173.201660
	Iteration 50Q: 3 clusters Score -4400917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4400919.000000 Penalty: 5173.201660
	Iteration 51Q: 3 clusters Score -4400919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4400922.000000 Penalty: 5173.201660
	Iteration 52Q: 3 clusters Score -4400922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4400924.000000 Penalty: 5173.201660
	Iteration 53Q: 3 clusters Score -4400924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4400921.000000 Penalty: 5173.201660
	Iteration 54Q: 3 clusters Score -4400921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4400921.000000 Penalty: 5173.201660
	Iteration 55F: 3 clusters Score -4400921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 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 386 members 
Entering Unmasked Estep 
Score: -84071.453125 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84071.45 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84491.703125 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84491.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84850.929688 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84850.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85222.242188 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -85222.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85547.054688 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -85547.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85874.648438 Penalty: 3297.896240
	Iteration 5F: 3 clusters Score -85874.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86120.390625 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -86120.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86237.593750 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -86237.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86306.265625 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86306.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86431.968750 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86431.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86627.429688 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86627.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86628.218750 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86628.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86629.859375 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86629.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86631.453125 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -86631.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86632.773438 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -86632.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86632.773438 Penalty: 3297.896240
	Iteration 15F: 3 clusters Score -86632.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173734 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167718 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174356 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174135 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186273 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58313 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33855 members 
Mstep: Class 21 contains 478 members 
Mstep: Class 22 contains 294 members 
Entering Unmasked Estep 
Score: -166436192.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166437392.000000 to -166436192.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173734 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167718 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69193 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174356 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174135 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186273 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58313 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33855 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 439Q: 22 clusters Score -1.664373e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173725 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167718 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174358 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174143 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186269 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58315 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33857 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 440F: 22 clusters Score -1.664373e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 26169 members 
Mstep: Class 9 contains 174360 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174147 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186259 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58316 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33857 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 441Q: 22 clusters Score -1.664373e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173738 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167711 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174359 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174150 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186255 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58316 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33858 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 442Q: 22 clusters Score -1.664373e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173741 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69191 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174148 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186254 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 13661 members 
Mstep: Class 20 contains 33861 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 443Q: 22 clusters Score -1.664373e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173741 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69195 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174360 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174146 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186255 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58317 members 
Mstep: Class 18 contains 30801 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33865 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 444Q: 22 clusters Score -1.664374e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173740 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167698 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69196 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174362 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186253 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58316 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33867 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 445Q: 22 clusters Score -1.664374e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167697 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69196 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174146 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186258 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58317 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 446Q: 22 clusters Score -1.664373e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170609 members 
Mstep: Class 4 contains 167694 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69197 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174360 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174142 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186261 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33871 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 447Q: 22 clusters Score -1.664373e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173738 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167688 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69201 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174142 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186261 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 58319 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33870 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 448Q: 22 clusters Score -1.664373e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167692 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69202 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174360 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174141 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186260 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 449Q: 22 clusters Score -1.664373e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173736 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174138 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186261 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 450Q: 22 clusters Score -1.664374e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173736 members 
Mstep: Class 3 contains 170607 members 
Mstep: Class 4 contains 167693 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174138 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186263 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 451Q: 22 clusters Score -1.664374e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173733 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167692 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174354 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174139 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186263 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58323 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 452Q: 22 clusters Score -1.664374e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173733 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167692 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174138 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186264 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58324 members 
Mstep: Class 18 contains 30807 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 453Q: 22 clusters Score -1.664374e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167691 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69203 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174140 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186261 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 454Q: 22 clusters Score -1.664374e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167690 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174353 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174141 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186260 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 73383.539062
Iteration 455Q: 22 clusters Score -1.664374e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173736 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167689 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174354 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186259 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 456Q: 22 clusters Score -1.664374e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170610 members 
Mstep: Class 4 contains 167689 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174348 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174146 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186258 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 457Q: 22 clusters Score -1.664374e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 170610 members 
Mstep: Class 4 contains 167688 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174352 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174148 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186256 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 458Q: 22 clusters Score -1.664374e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173733 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167687 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174359 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174148 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186251 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 459Q: 22 clusters Score -1.664373e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173732 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167688 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186251 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 460F: 22 clusters Score -1.664374e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173730 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167689 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174363 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174150 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186250 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 461Q: 22 clusters Score -1.664374e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173731 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167690 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186251 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58326 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437456.000000 Penalty: 73383.539062
Iteration 462Q: 22 clusters Score -1.664375e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173730 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167691 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174144 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186252 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 463Q: 22 clusters Score -1.664375e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173727 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167692 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174363 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174147 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186252 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58324 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33869 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437504.000000 Penalty: 73383.539062
Iteration 464Q: 22 clusters Score -1.664375e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173726 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167693 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174361 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174145 members 
Mstep: Class 13 contains 19954 members 
Mstep: Class 14 contains 186249 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 33870 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437536.000000 Penalty: 73383.539062
Iteration 465Q: 22 clusters Score -1.664375e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173726 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167694 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174368 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174142 members 
Mstep: Class 13 contains 19953 members 
Mstep: Class 14 contains 186244 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 13659 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 466Q: 22 clusters Score -1.664374e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173730 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174371 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174136 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186245 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58326 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13658 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 467Q: 22 clusters Score -1.664374e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173727 members 
Mstep: Class 3 contains 170613 members 
Mstep: Class 4 contains 167693 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174373 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174140 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186243 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58329 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 468Q: 22 clusters Score -1.664374e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173727 members 
Mstep: Class 3 contains 170613 members 
Mstep: Class 4 contains 167692 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174378 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174134 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186240 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58332 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 73383.539062
Iteration 469Q: 22 clusters Score -1.664374e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173724 members 
Mstep: Class 3 contains 170613 members 
Mstep: Class 4 contains 167686 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174382 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174136 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186239 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 470Q: 22 clusters Score -1.664374e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173718 members 
Mstep: Class 3 contains 170614 members 
Mstep: Class 4 contains 167687 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174380 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174139 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186238 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58335 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33874 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 471Q: 22 clusters Score -1.664374e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173717 members 
Mstep: Class 3 contains 170614 members 
Mstep: Class 4 contains 167690 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174379 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174139 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186236 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33875 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 73383.539062
Iteration 472Q: 22 clusters Score -1.664373e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173725 members 
Mstep: Class 3 contains 170614 members 
Mstep: Class 4 contains 167694 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174376 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174136 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186230 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33875 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 473Q: 22 clusters Score -1.664373e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173728 members 
Mstep: Class 3 contains 170612 members 
Mstep: Class 4 contains 167694 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174380 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174133 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186232 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33875 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 73383.539062
Iteration 474Q: 22 clusters Score -1.664372e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173727 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167693 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174385 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174130 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186233 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58339 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33876 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 475Q: 22 clusters Score -1.664373e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173725 members 
Mstep: Class 3 contains 170607 members 
Mstep: Class 4 contains 167697 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174388 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174125 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186233 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58339 members 
Mstep: Class 18 contains 30800 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33881 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 73383.539062
Iteration 476Q: 22 clusters Score -1.664373e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173726 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174389 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174120 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186235 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58339 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33884 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 73383.539062
Iteration 477Q: 22 clusters Score -1.664373e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173722 members 
Mstep: Class 3 contains 170606 members 
Mstep: Class 4 contains 167693 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26165 members 
Mstep: Class 9 contains 174390 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174122 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186236 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58339 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 478Q: 22 clusters Score -1.664373e+08 nChanged 23
Entering ConstructFrom: 
Score: -166437296.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -115751.671875 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113727.445312 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -113727.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114338.046875 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -114338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114805.210938 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114805.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115171.148438 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -115171.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115466.585938 Penalty: 3464.878418
	Iteration 4F: 3 clusters Score -115466.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115721.554688 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -115721.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115805.484375 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -115805.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115885.296875 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115885.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115986.687500 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116034.187500 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -116034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116053.492188 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -116053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116064.796875 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -116064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116083.726562 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -116083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -116091.500000 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -116091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -116110.726562 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -116110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -116122.757812 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -116122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116129.039062 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -116129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116137.695312 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -116137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116141.390625 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -116141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116141.390625 Penalty: 3464.878418
	Iteration 19F: 3 clusters Score -116141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174390 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174123 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186238 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58338 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 643 members 
Entering Unmasked Estep 
Score: -166435872.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166437296.000000 to -166435872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (173714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Entering Unmasked Estep 
Score: -22530346.000000 Penalty: 2992.161133
	Iteration 0F: 2 clusters Score -2.253035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -22417776.000000 Penalty: 5984.322266
	Iteration 0F: 3 clusters Score -2.241778e+07 nChanged 82972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -22465958.000000 Penalty: 5984.322266
	Iteration 1F: 3 clusters Score -2.246596e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -22466950.000000 Penalty: 5984.322266
	Iteration 2Q: 3 clusters Score -2.246695e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -22468334.000000 Penalty: 5984.322266
	Iteration 3Q: 3 clusters Score -2.246833e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -22470068.000000 Penalty: 5984.322266
	Iteration 4Q: 3 clusters Score -2.247007e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -22472432.000000 Penalty: 5984.322266
	Iteration 5Q: 3 clusters Score -2.247243e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -22476446.000000 Penalty: 5984.322266
	Iteration 6Q: 3 clusters Score -2.247645e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -22482016.000000 Penalty: 5984.322266
	Iteration 7F: 3 clusters Score -2.248202e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -22489424.000000 Penalty: 5984.322266
	Iteration 8F: 3 clusters Score -2.248942e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -22498064.000000 Penalty: 5984.322266
	Iteration 9F: 3 clusters Score -2.249806e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -22506198.000000 Penalty: 5984.322266
	Iteration 10F: 3 clusters Score -2.25062e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -22511792.000000 Penalty: 5984.322266
	Iteration 11Q: 3 clusters Score -2.251179e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -22514836.000000 Penalty: 5984.322266
	Iteration 12Q: 3 clusters Score -2.251484e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -22516594.000000 Penalty: 5984.322266
	Iteration 13Q: 3 clusters Score -2.251659e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -22518034.000000 Penalty: 5984.322266
	Iteration 14Q: 3 clusters Score -2.251803e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -22519396.000000 Penalty: 5984.322266
	Iteration 15Q: 3 clusters Score -2.25194e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -22520754.000000 Penalty: 5984.322266
	Iteration 16Q: 3 clusters Score -2.252075e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -22522034.000000 Penalty: 5984.322266
	Iteration 17Q: 3 clusters Score -2.252203e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -22523102.000000 Penalty: 5984.322266
	Iteration 18Q: 3 clusters Score -2.25231e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161912 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -22524156.000000 Penalty: 5984.322266
	Iteration 19Q: 3 clusters Score -2.252416e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -22524902.000000 Penalty: 5984.322266
	Iteration 20F: 3 clusters Score -2.25249e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -22525612.000000 Penalty: 5984.322266
	Iteration 21Q: 3 clusters Score -2.252561e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167095 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -22526258.000000 Penalty: 5984.322266
	Iteration 22Q: 3 clusters Score -2.252626e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -22526474.000000 Penalty: 5984.322266
	Iteration 23Q: 3 clusters Score -2.252647e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169298 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -22526740.000000 Penalty: 5984.322266
	Iteration 24Q: 3 clusters Score -2.252674e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -22526850.000000 Penalty: 5984.322266
	Iteration 25Q: 3 clusters Score -2.252685e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -22527076.000000 Penalty: 5984.322266
	Iteration 26Q: 3 clusters Score -2.252708e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171239 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -22527192.000000 Penalty: 5984.322266
	Iteration 27Q: 3 clusters Score -2.252719e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171623 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22527304.000000 Penalty: 5984.322266
	Iteration 28Q: 3 clusters Score -2.25273e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171918 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22527454.000000 Penalty: 5984.322266
	Iteration 29Q: 3 clusters Score -2.252745e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -22527544.000000 Penalty: 5984.322266
	Iteration 30Q: 3 clusters Score -2.252754e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172315 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22527644.000000 Penalty: 5984.322266
	Iteration 31Q: 3 clusters Score -2.252764e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172443 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22527680.000000 Penalty: 5984.322266
	Iteration 32Q: 3 clusters Score -2.252768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22527734.000000 Penalty: 5984.322266
	Iteration 33Q: 3 clusters Score -2.252773e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22527808.000000 Penalty: 5984.322266
	Iteration 34Q: 3 clusters Score -2.252781e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22527850.000000 Penalty: 5984.322266
	Iteration 35Q: 3 clusters Score -2.252785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22527870.000000 Penalty: 5984.322266
	Iteration 36Q: 3 clusters Score -2.252787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22527882.000000 Penalty: 5984.322266
	Iteration 37Q: 3 clusters Score -2.252788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172837 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22527880.000000 Penalty: 5984.322266
	Iteration 38Q: 3 clusters Score -2.252788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172863 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22527906.000000 Penalty: 5984.322266
	Iteration 39Q: 3 clusters Score -2.252791e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172887 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22527916.000000 Penalty: 5984.322266
	Iteration 40F: 3 clusters Score -2.252792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22527900.000000 Penalty: 5984.322266
	Iteration 41Q: 3 clusters Score -2.25279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22527916.000000 Penalty: 5984.322266
	Iteration 42Q: 3 clusters Score -2.252792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172924 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22527920.000000 Penalty: 5984.322266
	Iteration 43Q: 3 clusters Score -2.252792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22527912.000000 Penalty: 5984.322266
	Iteration 44Q: 3 clusters Score -2.252791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22527920.000000 Penalty: 5984.322266
	Iteration 45Q: 3 clusters Score -2.252792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -22527906.000000 Penalty: 5984.322266
	Iteration 46Q: 3 clusters Score -2.252791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172946 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22527910.000000 Penalty: 5984.322266
	Iteration 47Q: 3 clusters Score -2.252791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172950 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22527922.000000 Penalty: 5984.322266
	Iteration 48Q: 3 clusters Score -2.252792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22527928.000000 Penalty: 5984.322266
	Iteration 49Q: 3 clusters Score -2.252793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -22527932.000000 Penalty: 5984.322266
	Iteration 50Q: 3 clusters Score -2.252793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22527930.000000 Penalty: 5984.322266
	Iteration 51Q: 3 clusters Score -2.252793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22527930.000000 Penalty: 5984.322266
	Iteration 52F: 3 clusters Score -2.252793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Entering Unmasked Estep 
Score: -22130676.000000 Penalty: 2987.686768
	Iteration 0F: 2 clusters Score -2.213068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -22019890.000000 Penalty: 5975.373535
	Iteration 0F: 3 clusters Score -2.201989e+07 nChanged 81584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -22067384.000000 Penalty: 5975.373535
	Iteration 1F: 3 clusters Score -2.206738e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -22068416.000000 Penalty: 5975.373535
	Iteration 2Q: 3 clusters Score -2.206842e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -22069756.000000 Penalty: 5975.373535
	Iteration 3Q: 3 clusters Score -2.206976e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -22071326.000000 Penalty: 5975.373535
	Iteration 4Q: 3 clusters Score -2.207133e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -22073704.000000 Penalty: 5975.373535
	Iteration 5Q: 3 clusters Score -2.20737e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -22076704.000000 Penalty: 5975.373535
	Iteration 6Q: 3 clusters Score -2.20767e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -22080864.000000 Penalty: 5975.373535
	Iteration 7Q: 3 clusters Score -2.208086e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -22086188.000000 Penalty: 5975.373535
	Iteration 8F: 3 clusters Score -2.208619e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -22093134.000000 Penalty: 5975.373535
	Iteration 9F: 3 clusters Score -2.209313e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -22101546.000000 Penalty: 5975.373535
	Iteration 10F: 3 clusters Score -2.210155e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -22109952.000000 Penalty: 5975.373535
	Iteration 11F: 3 clusters Score -2.210995e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -22116294.000000 Penalty: 5975.373535
	Iteration 12F: 3 clusters Score -2.211629e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -22119614.000000 Penalty: 5975.373535
	Iteration 13Q: 3 clusters Score -2.211961e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -22120778.000000 Penalty: 5975.373535
	Iteration 14Q: 3 clusters Score -2.212078e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -22121572.000000 Penalty: 5975.373535
	Iteration 15Q: 3 clusters Score -2.212157e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -22122092.000000 Penalty: 5975.373535
	Iteration 16Q: 3 clusters Score -2.212209e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -22122338.000000 Penalty: 5975.373535
	Iteration 17Q: 3 clusters Score -2.212234e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -22122502.000000 Penalty: 5975.373535
	Iteration 18Q: 3 clusters Score -2.21225e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -22122496.000000 Penalty: 5975.373535
	Iteration 19Q: 3 clusters Score -2.21225e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -22122570.000000 Penalty: 5975.373535
	Iteration 20F: 3 clusters Score -2.212257e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -22122652.000000 Penalty: 5975.373535
	Iteration 21Q: 3 clusters Score -2.212265e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -22122674.000000 Penalty: 5975.373535
	Iteration 22Q: 3 clusters Score -2.212267e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -22122662.000000 Penalty: 5975.373535
	Iteration 23Q: 3 clusters Score -2.212266e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -22122746.000000 Penalty: 5975.373535
	Iteration 24Q: 3 clusters Score -2.212275e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -22122770.000000 Penalty: 5975.373535
	Iteration 25Q: 3 clusters Score -2.212277e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -22122804.000000 Penalty: 5975.373535
	Iteration 26Q: 3 clusters Score -2.21228e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -22122790.000000 Penalty: 5975.373535
	Iteration 27Q: 3 clusters Score -2.212279e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -22122772.000000 Penalty: 5975.373535
	Iteration 28Q: 3 clusters Score -2.212277e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -22122850.000000 Penalty: 5975.373535
	Iteration 29Q: 3 clusters Score -2.212285e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -22122898.000000 Penalty: 5975.373535
	Iteration 30Q: 3 clusters Score -2.21229e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -22122936.000000 Penalty: 5975.373535
	Iteration 31Q: 3 clusters Score -2.212294e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -22122880.000000 Penalty: 5975.373535
	Iteration 32Q: 3 clusters Score -2.212288e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -22122894.000000 Penalty: 5975.373535
	Iteration 33Q: 3 clusters Score -2.212289e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -22122850.000000 Penalty: 5975.373535
	Iteration 34Q: 3 clusters Score -2.212285e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -22122864.000000 Penalty: 5975.373535
	Iteration 35Q: 3 clusters Score -2.212286e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -22122952.000000 Penalty: 5975.373535
	Iteration 36Q: 3 clusters Score -2.212295e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -22122982.000000 Penalty: 5975.373535
	Iteration 37Q: 3 clusters Score -2.212298e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -22123020.000000 Penalty: 5975.373535
	Iteration 38Q: 3 clusters Score -2.212302e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -22123124.000000 Penalty: 5975.373535
	Iteration 39Q: 3 clusters Score -2.212312e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -22123228.000000 Penalty: 5975.373535
	Iteration 40F: 3 clusters Score -2.212323e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -22123232.000000 Penalty: 5975.373535
	Iteration 41Q: 3 clusters Score -2.212323e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -22123248.000000 Penalty: 5975.373535
	Iteration 42Q: 3 clusters Score -2.212325e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -22123264.000000 Penalty: 5975.373535
	Iteration 43Q: 3 clusters Score -2.212326e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -22123386.000000 Penalty: 5975.373535
	Iteration 44Q: 3 clusters Score -2.212339e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -22123474.000000 Penalty: 5975.373535
	Iteration 45Q: 3 clusters Score -2.212347e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -22123458.000000 Penalty: 5975.373535
	Iteration 46Q: 3 clusters Score -2.212346e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -22123540.000000 Penalty: 5975.373535
	Iteration 47Q: 3 clusters Score -2.212354e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -22123614.000000 Penalty: 5975.373535
	Iteration 48Q: 3 clusters Score -2.212361e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -22123614.000000 Penalty: 5975.373535
	Iteration 49Q: 3 clusters Score -2.212361e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -22123688.000000 Penalty: 5975.373535
	Iteration 50Q: 3 clusters Score -2.212369e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -22123804.000000 Penalty: 5975.373535
	Iteration 51Q: 3 clusters Score -2.21238e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -22123976.000000 Penalty: 5975.373535
	Iteration 52Q: 3 clusters Score -2.212398e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -22124056.000000 Penalty: 5975.373535
	Iteration 53Q: 3 clusters Score -2.212406e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -22124100.000000 Penalty: 5975.373535
	Iteration 54Q: 3 clusters Score -2.21241e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -22124150.000000 Penalty: 5975.373535
	Iteration 55Q: 3 clusters Score -2.212415e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -22124138.000000 Penalty: 5975.373535
	Iteration 56Q: 3 clusters Score -2.212414e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -22124146.000000 Penalty: 5975.373535
	Iteration 57Q: 3 clusters Score -2.212415e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117223 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -22124244.000000 Penalty: 5975.373535
	Iteration 58Q: 3 clusters Score -2.212424e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118123 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -22124328.000000 Penalty: 5975.373535
	Iteration 59Q: 3 clusters Score -2.212433e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -22124466.000000 Penalty: 5975.373535
	Iteration 60F: 3 clusters Score -2.212447e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120044 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -22124562.000000 Penalty: 5975.373535
	Iteration 61Q: 3 clusters Score -2.212456e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -22124668.000000 Penalty: 5975.373535
	Iteration 62Q: 3 clusters Score -2.212467e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -22124698.000000 Penalty: 5975.373535
	Iteration 63Q: 3 clusters Score -2.21247e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -22124754.000000 Penalty: 5975.373535
	Iteration 64Q: 3 clusters Score -2.212475e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124014 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -22124838.000000 Penalty: 5975.373535
	Iteration 65Q: 3 clusters Score -2.212484e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -22125072.000000 Penalty: 5975.373535
	Iteration 66Q: 3 clusters Score -2.212507e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -22125160.000000 Penalty: 5975.373535
	Iteration 67Q: 3 clusters Score -2.212516e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -22125346.000000 Penalty: 5975.373535
	Iteration 68Q: 3 clusters Score -2.212535e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -22125426.000000 Penalty: 5975.373535
	Iteration 69Q: 3 clusters Score -2.212543e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -22125590.000000 Penalty: 5975.373535
	Iteration 70Q: 3 clusters Score -2.212559e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -22125740.000000 Penalty: 5975.373535
	Iteration 71Q: 3 clusters Score -2.212574e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -22125896.000000 Penalty: 5975.373535
	Iteration 72Q: 3 clusters Score -2.21259e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131660 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -22125876.000000 Penalty: 5975.373535
	Iteration 73Q: 3 clusters Score -2.212588e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -22125952.000000 Penalty: 5975.373535
	Iteration 74Q: 3 clusters Score -2.212595e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133444 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -22125962.000000 Penalty: 5975.373535
	Iteration 75Q: 3 clusters Score -2.212596e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134331 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -22126016.000000 Penalty: 5975.373535
	Iteration 76Q: 3 clusters Score -2.212602e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -22126158.000000 Penalty: 5975.373535
	Iteration 77Q: 3 clusters Score -2.212616e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -22126242.000000 Penalty: 5975.373535
	Iteration 78Q: 3 clusters Score -2.212624e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -22126394.000000 Penalty: 5975.373535
	Iteration 79Q: 3 clusters Score -2.212639e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137958 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -22126396.000000 Penalty: 5975.373535
	Iteration 80F: 3 clusters Score -2.21264e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -22126532.000000 Penalty: 5975.373535
	Iteration 81Q: 3 clusters Score -2.212653e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139611 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -22126584.000000 Penalty: 5975.373535
	Iteration 82Q: 3 clusters Score -2.212658e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140440 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -22126712.000000 Penalty: 5975.373535
	Iteration 83Q: 3 clusters Score -2.212671e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -22126784.000000 Penalty: 5975.373535
	Iteration 84Q: 3 clusters Score -2.212678e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -22126874.000000 Penalty: 5975.373535
	Iteration 85Q: 3 clusters Score -2.212687e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -22126982.000000 Penalty: 5975.373535
	Iteration 86Q: 3 clusters Score -2.212698e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143522 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -22127054.000000 Penalty: 5975.373535
	Iteration 87Q: 3 clusters Score -2.212705e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144222 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -22127144.000000 Penalty: 5975.373535
	Iteration 88Q: 3 clusters Score -2.212714e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -22127246.000000 Penalty: 5975.373535
	Iteration 89Q: 3 clusters Score -2.212725e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -22127266.000000 Penalty: 5975.373535
	Iteration 90Q: 3 clusters Score -2.212727e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -22127334.000000 Penalty: 5975.373535
	Iteration 91Q: 3 clusters Score -2.212733e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -22127344.000000 Penalty: 5975.373535
	Iteration 92Q: 3 clusters Score -2.212734e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -22127428.000000 Penalty: 5975.373535
	Iteration 93Q: 3 clusters Score -2.212743e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -22127448.000000 Penalty: 5975.373535
	Iteration 94Q: 3 clusters Score -2.212745e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148671 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -22127510.000000 Penalty: 5975.373535
	Iteration 95Q: 3 clusters Score -2.212751e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -22127522.000000 Penalty: 5975.373535
	Iteration 96Q: 3 clusters Score -2.212752e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -22127638.000000 Penalty: 5975.373535
	Iteration 97Q: 3 clusters Score -2.212764e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150432 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -22127748.000000 Penalty: 5975.373535
	Iteration 98Q: 3 clusters Score -2.212775e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -22127772.000000 Penalty: 5975.373535
	Iteration 99Q: 3 clusters Score -2.212777e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -22127820.000000 Penalty: 5975.373535
	Iteration 100F: 3 clusters Score -2.212782e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -22127798.000000 Penalty: 5975.373535
	Iteration 101Q: 3 clusters Score -2.21278e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -22127896.000000 Penalty: 5975.373535
	Iteration 102Q: 3 clusters Score -2.21279e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -22127942.000000 Penalty: 5975.373535
	Iteration 103Q: 3 clusters Score -2.212794e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -22127948.000000 Penalty: 5975.373535
	Iteration 104Q: 3 clusters Score -2.212795e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -22128002.000000 Penalty: 5975.373535
	Iteration 105Q: 3 clusters Score -2.2128e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -22128030.000000 Penalty: 5975.373535
	Iteration 106Q: 3 clusters Score -2.212803e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -22128040.000000 Penalty: 5975.373535
	Iteration 107Q: 3 clusters Score -2.212804e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -22128082.000000 Penalty: 5975.373535
	Iteration 108Q: 3 clusters Score -2.212808e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -22128186.000000 Penalty: 5975.373535
	Iteration 109Q: 3 clusters Score -2.212819e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -22128214.000000 Penalty: 5975.373535
	Iteration 110Q: 3 clusters Score -2.212821e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -22128232.000000 Penalty: 5975.373535
	Iteration 111Q: 3 clusters Score -2.212823e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -22128308.000000 Penalty: 5975.373535
	Iteration 112Q: 3 clusters Score -2.212831e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -22128302.000000 Penalty: 5975.373535
	Iteration 113Q: 3 clusters Score -2.21283e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -22128316.000000 Penalty: 5975.373535
	Iteration 114Q: 3 clusters Score -2.212832e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -22128332.000000 Penalty: 5975.373535
	Iteration 115Q: 3 clusters Score -2.212833e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -22128316.000000 Penalty: 5975.373535
	Iteration 116Q: 3 clusters Score -2.212832e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -22128282.000000 Penalty: 5975.373535
	Iteration 117Q: 3 clusters Score -2.212828e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -22128354.000000 Penalty: 5975.373535
	Iteration 118Q: 3 clusters Score -2.212835e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -22128366.000000 Penalty: 5975.373535
	Iteration 119Q: 3 clusters Score -2.212837e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -22128326.000000 Penalty: 5975.373535
	Iteration 120F: 3 clusters Score -2.212833e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -22128274.000000 Penalty: 5975.373535
	Iteration 121Q: 3 clusters Score -2.212827e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -22128298.000000 Penalty: 5975.373535
	Iteration 122Q: 3 clusters Score -2.21283e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -22128322.000000 Penalty: 5975.373535
	Iteration 123Q: 3 clusters Score -2.212832e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -22128356.000000 Penalty: 5975.373535
	Iteration 124Q: 3 clusters Score -2.212836e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -22128338.000000 Penalty: 5975.373535
	Iteration 125Q: 3 clusters Score -2.212834e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -22128360.000000 Penalty: 5975.373535
	Iteration 126Q: 3 clusters Score -2.212836e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -22128414.000000 Penalty: 5975.373535
	Iteration 127Q: 3 clusters Score -2.212841e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162533 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -22128400.000000 Penalty: 5975.373535
	Iteration 128Q: 3 clusters Score -2.21284e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -22128492.000000 Penalty: 5975.373535
	Iteration 129Q: 3 clusters Score -2.212849e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -22128532.000000 Penalty: 5975.373535
	Iteration 130Q: 3 clusters Score -2.212853e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -22128526.000000 Penalty: 5975.373535
	Iteration 131Q: 3 clusters Score -2.212853e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -22128470.000000 Penalty: 5975.373535
	Iteration 132Q: 3 clusters Score -2.212847e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -22128468.000000 Penalty: 5975.373535
	Iteration 133Q: 3 clusters Score -2.212847e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -22128542.000000 Penalty: 5975.373535
	Iteration 134Q: 3 clusters Score -2.212854e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -22128508.000000 Penalty: 5975.373535
	Iteration 135Q: 3 clusters Score -2.212851e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -22128556.000000 Penalty: 5975.373535
	Iteration 136Q: 3 clusters Score -2.212856e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165016 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -22128610.000000 Penalty: 5975.373535
	Iteration 137Q: 3 clusters Score -2.212861e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22128662.000000 Penalty: 5975.373535
	Iteration 138Q: 3 clusters Score -2.212866e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -22128676.000000 Penalty: 5975.373535
	Iteration 139Q: 3 clusters Score -2.212868e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -22128702.000000 Penalty: 5975.373535
	Iteration 140F: 3 clusters Score -2.21287e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165871 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -22128658.000000 Penalty: 5975.373535
	Iteration 141Q: 3 clusters Score -2.212866e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -22128648.000000 Penalty: 5975.373535
	Iteration 142Q: 3 clusters Score -2.212865e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -22128682.000000 Penalty: 5975.373535
	Iteration 143Q: 3 clusters Score -2.212868e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -22128654.000000 Penalty: 5975.373535
	Iteration 144Q: 3 clusters Score -2.212865e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -22128646.000000 Penalty: 5975.373535
	Iteration 145Q: 3 clusters Score -2.212865e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -22128666.000000 Penalty: 5975.373535
	Iteration 146Q: 3 clusters Score -2.212867e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -22128652.000000 Penalty: 5975.373535
	Iteration 147Q: 3 clusters Score -2.212865e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -22128682.000000 Penalty: 5975.373535
	Iteration 148Q: 3 clusters Score -2.212868e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22128666.000000 Penalty: 5975.373535
	Iteration 149Q: 3 clusters Score -2.212867e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -22128662.000000 Penalty: 5975.373535
	Iteration 150Q: 3 clusters Score -2.212866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22128632.000000 Penalty: 5975.373535
	Iteration 151Q: 3 clusters Score -2.212863e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -22128660.000000 Penalty: 5975.373535
	Iteration 152Q: 3 clusters Score -2.212866e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22128652.000000 Penalty: 5975.373535
	Iteration 153Q: 3 clusters Score -2.212865e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22128664.000000 Penalty: 5975.373535
	Iteration 154Q: 3 clusters Score -2.212866e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -22128656.000000 Penalty: 5975.373535
	Iteration 155Q: 3 clusters Score -2.212866e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -22128682.000000 Penalty: 5975.373535
	Iteration 156Q: 3 clusters Score -2.212868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -22128688.000000 Penalty: 5975.373535
	Iteration 157Q: 3 clusters Score -2.212869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22128718.000000 Penalty: 5975.373535
	Iteration 158Q: 3 clusters Score -2.212872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22128720.000000 Penalty: 5975.373535
	Iteration 159Q: 3 clusters Score -2.212872e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22128736.000000 Penalty: 5975.373535
	Iteration 160F: 3 clusters Score -2.212874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -22128732.000000 Penalty: 5975.373535
	Iteration 161Q: 3 clusters Score -2.212873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22128714.000000 Penalty: 5975.373535
	Iteration 162Q: 3 clusters Score -2.212871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22128722.000000 Penalty: 5975.373535
	Iteration 163Q: 3 clusters Score -2.212872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22128728.000000 Penalty: 5975.373535
	Iteration 164Q: 3 clusters Score -2.212873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167962 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -22128708.000000 Penalty: 5975.373535
	Iteration 165Q: 3 clusters Score -2.212871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22128720.000000 Penalty: 5975.373535
	Iteration 166Q: 3 clusters Score -2.212872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22128730.000000 Penalty: 5975.373535
	Iteration 167Q: 3 clusters Score -2.212873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -22128744.000000 Penalty: 5975.373535
	Iteration 168Q: 3 clusters Score -2.212874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22128752.000000 Penalty: 5975.373535
	Iteration 169Q: 3 clusters Score -2.212875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -22128750.000000 Penalty: 5975.373535
	Iteration 170Q: 3 clusters Score -2.212875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22128744.000000 Penalty: 5975.373535
	Iteration 171Q: 3 clusters Score -2.212874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22128728.000000 Penalty: 5975.373535
	Iteration 172Q: 3 clusters Score -2.212873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22128726.000000 Penalty: 5975.373535
	Iteration 173Q: 3 clusters Score -2.212873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -22128752.000000 Penalty: 5975.373535
	Iteration 174Q: 3 clusters Score -2.212875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22128744.000000 Penalty: 5975.373535
	Iteration 175Q: 3 clusters Score -2.212874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22128732.000000 Penalty: 5975.373535
	Iteration 176Q: 3 clusters Score -2.212873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -22128752.000000 Penalty: 5975.373535
	Iteration 177Q: 3 clusters Score -2.212875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22128740.000000 Penalty: 5975.373535
	Iteration 178Q: 3 clusters Score -2.212874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22128740.000000 Penalty: 5975.373535
	Iteration 179Q: 3 clusters Score -2.212874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22128716.000000 Penalty: 5975.373535
	Iteration 180F: 3 clusters Score -2.212872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22128726.000000 Penalty: 5975.373535
	Iteration 181Q: 3 clusters Score -2.212873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -22128712.000000 Penalty: 5975.373535
	Iteration 182Q: 3 clusters Score -2.212871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -22128762.000000 Penalty: 5975.373535
	Iteration 183Q: 3 clusters Score -2.212876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22128750.000000 Penalty: 5975.373535
	Iteration 184Q: 3 clusters Score -2.212875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -22128754.000000 Penalty: 5975.373535
	Iteration 185Q: 3 clusters Score -2.212875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22128722.000000 Penalty: 5975.373535
	Iteration 186Q: 3 clusters Score -2.212872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168532 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -22128732.000000 Penalty: 5975.373535
	Iteration 187Q: 3 clusters Score -2.212873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22128748.000000 Penalty: 5975.373535
	Iteration 188Q: 3 clusters Score -2.212875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22128766.000000 Penalty: 5975.373535
	Iteration 189Q: 3 clusters Score -2.212877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22128766.000000 Penalty: 5975.373535
	Iteration 190Q: 3 clusters Score -2.212877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 191Q: 3 clusters Score -2.212876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22128742.000000 Penalty: 5975.373535
	Iteration 192Q: 3 clusters Score -2.212874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22128736.000000 Penalty: 5975.373535
	Iteration 193Q: 3 clusters Score -2.212874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22128750.000000 Penalty: 5975.373535
	Iteration 194Q: 3 clusters Score -2.212875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22128736.000000 Penalty: 5975.373535
	Iteration 195Q: 3 clusters Score -2.212874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168706 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22128738.000000 Penalty: 5975.373535
	Iteration 196Q: 3 clusters Score -2.212874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 197Q: 3 clusters Score -2.212876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22128764.000000 Penalty: 5975.373535
	Iteration 198Q: 3 clusters Score -2.212876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22128770.000000 Penalty: 5975.373535
	Iteration 199Q: 3 clusters Score -2.212877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22128774.000000 Penalty: 5975.373535
	Iteration 200F: 3 clusters Score -2.212877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168754 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22128754.000000 Penalty: 5975.373535
	Iteration 201Q: 3 clusters Score -2.212875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22128772.000000 Penalty: 5975.373535
	Iteration 202Q: 3 clusters Score -2.212877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22128774.000000 Penalty: 5975.373535
	Iteration 203Q: 3 clusters Score -2.212877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22128782.000000 Penalty: 5975.373535
	Iteration 204Q: 3 clusters Score -2.212878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22128764.000000 Penalty: 5975.373535
	Iteration 205Q: 3 clusters Score -2.212876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22128762.000000 Penalty: 5975.373535
	Iteration 206Q: 3 clusters Score -2.212876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22128778.000000 Penalty: 5975.373535
	Iteration 207Q: 3 clusters Score -2.212878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22128766.000000 Penalty: 5975.373535
	Iteration 208Q: 3 clusters Score -2.212877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22128770.000000 Penalty: 5975.373535
	Iteration 209Q: 3 clusters Score -2.212877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 210Q: 3 clusters Score -2.212876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -22128760.000000 Penalty: 5975.373535
	Iteration 211Q: 3 clusters Score -2.212876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -22128764.000000 Penalty: 5975.373535
	Iteration 212Q: 3 clusters Score -2.212876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168839 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22128772.000000 Penalty: 5975.373535
	Iteration 213Q: 3 clusters Score -2.212877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 214Q: 3 clusters Score -2.212876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -22128768.000000 Penalty: 5975.373535
	Iteration 215Q: 3 clusters Score -2.212877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 216Q: 3 clusters Score -2.212876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -22128764.000000 Penalty: 5975.373535
	Iteration 217Q: 3 clusters Score -2.212876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22128760.000000 Penalty: 5975.373535
	Iteration 218Q: 3 clusters Score -2.212876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22128762.000000 Penalty: 5975.373535
	Iteration 219Q: 3 clusters Score -2.212876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22128758.000000 Penalty: 5975.373535
	Iteration 220F: 3 clusters Score -2.212876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22128760.000000 Penalty: 5975.373535
	Iteration 221Q: 3 clusters Score -2.212876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22128764.000000 Penalty: 5975.373535
	Iteration 222Q: 3 clusters Score -2.212876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22128754.000000 Penalty: 5975.373535
	Iteration 223Q: 3 clusters Score -2.212875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22128754.000000 Penalty: 5975.373535
	Iteration 224F: 3 clusters Score -2.212875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Entering Unmasked Estep 
Score: -21526772.000000 Penalty: 2983.415771
	Iteration 0F: 2 clusters Score -2.152677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -21416294.000000 Penalty: 5966.831543
	Iteration 0F: 3 clusters Score -2.141629e+07 nChanged 80156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -21462774.000000 Penalty: 5966.831543
	Iteration 1F: 3 clusters Score -2.146277e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -21463884.000000 Penalty: 5966.831543
	Iteration 2Q: 3 clusters Score -2.146388e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -21465482.000000 Penalty: 5966.831543
	Iteration 3Q: 3 clusters Score -2.146548e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -21468164.000000 Penalty: 5966.831543
	Iteration 4Q: 3 clusters Score -2.146816e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -21473294.000000 Penalty: 5966.831543
	Iteration 5F: 3 clusters Score -2.147329e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -21481940.000000 Penalty: 5966.831543
	Iteration 6F: 3 clusters Score -2.148194e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -21494752.000000 Penalty: 5966.831543
	Iteration 7F: 3 clusters Score -2.149475e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 140372 members 
Entering Unmasked Estep 
Score: -21508204.000000 Penalty: 5966.831543
	Iteration 8F: 3 clusters Score -2.15082e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 148027 members 
Entering Unmasked Estep 
Score: -21517976.000000 Penalty: 5966.831543
	Iteration 9F: 3 clusters Score -2.151798e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -21522858.000000 Penalty: 5966.831543
	Iteration 10Q: 3 clusters Score -2.152286e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 152562 members 
Entering Unmasked Estep 
Score: -21524474.000000 Penalty: 5966.831543
	Iteration 11Q: 3 clusters Score -2.152447e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -21525256.000000 Penalty: 5966.831543
	Iteration 12Q: 3 clusters Score -2.152526e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -21525858.000000 Penalty: 5966.831543
	Iteration 13Q: 3 clusters Score -2.152586e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -21526192.000000 Penalty: 5966.831543
	Iteration 14Q: 3 clusters Score -2.152619e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -21526376.000000 Penalty: 5966.831543
	Iteration 15Q: 3 clusters Score -2.152638e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 156816 members 
Entering Unmasked Estep 
Score: -21526552.000000 Penalty: 5966.831543
	Iteration 16Q: 3 clusters Score -2.152655e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -21526690.000000 Penalty: 5966.831543
	Iteration 17Q: 3 clusters Score -2.152669e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -21526648.000000 Penalty: 5966.831543
	Iteration 18Q: 3 clusters Score -2.152665e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -21526780.000000 Penalty: 5966.831543
	Iteration 19Q: 3 clusters Score -2.152678e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -21526764.000000 Penalty: 5966.831543
	Iteration 20F: 3 clusters Score -2.152676e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -21526852.000000 Penalty: 5966.831543
	Iteration 21Q: 3 clusters Score -2.152685e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 160006 members 
Entering Unmasked Estep 
Score: -21526888.000000 Penalty: 5966.831543
	Iteration 22Q: 3 clusters Score -2.152689e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -21526868.000000 Penalty: 5966.831543
	Iteration 23Q: 3 clusters Score -2.152687e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -21526898.000000 Penalty: 5966.831543
	Iteration 24Q: 3 clusters Score -2.15269e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -21526864.000000 Penalty: 5966.831543
	Iteration 25Q: 3 clusters Score -2.152686e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 161319 members 
Entering Unmasked Estep 
Score: -21526820.000000 Penalty: 5966.831543
	Iteration 26Q: 3 clusters Score -2.152682e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -21526834.000000 Penalty: 5966.831543
	Iteration 27Q: 3 clusters Score -2.152683e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -21526806.000000 Penalty: 5966.831543
	Iteration 28Q: 3 clusters Score -2.152681e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -21526792.000000 Penalty: 5966.831543
	Iteration 29Q: 3 clusters Score -2.152679e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 162238 members 
Entering Unmasked Estep 
Score: -21526748.000000 Penalty: 5966.831543
	Iteration 30Q: 3 clusters Score -2.152675e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 162422 members 
Entering Unmasked Estep 
Score: -21526710.000000 Penalty: 5966.831543
	Iteration 31Q: 3 clusters Score -2.152671e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 162558 members 
Entering Unmasked Estep 
Score: -21526660.000000 Penalty: 5966.831543
	Iteration 32Q: 3 clusters Score -2.152666e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -21526672.000000 Penalty: 5966.831543
	Iteration 33Q: 3 clusters Score -2.152667e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -21526660.000000 Penalty: 5966.831543
	Iteration 34Q: 3 clusters Score -2.152666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -21526626.000000 Penalty: 5966.831543
	Iteration 35Q: 3 clusters Score -2.152663e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -21526608.000000 Penalty: 5966.831543
	Iteration 36Q: 3 clusters Score -2.152661e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -21526562.000000 Penalty: 5966.831543
	Iteration 37Q: 3 clusters Score -2.152656e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -21526528.000000 Penalty: 5966.831543
	Iteration 38Q: 3 clusters Score -2.152653e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -21526504.000000 Penalty: 5966.831543
	Iteration 39Q: 3 clusters Score -2.15265e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -21526462.000000 Penalty: 5966.831543
	Iteration 40F: 3 clusters Score -2.152646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -21526462.000000 Penalty: 5966.831543
	Iteration 41Q: 3 clusters Score -2.152646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 163511 members 
Entering Unmasked Estep 
Score: -21526418.000000 Penalty: 5966.831543
	Iteration 42Q: 3 clusters Score -2.152642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -21526382.000000 Penalty: 5966.831543
	Iteration 43Q: 3 clusters Score -2.152638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -21526346.000000 Penalty: 5966.831543
	Iteration 44Q: 3 clusters Score -2.152635e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -21526338.000000 Penalty: 5966.831543
	Iteration 45Q: 3 clusters Score -2.152634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -21526308.000000 Penalty: 5966.831543
	Iteration 46Q: 3 clusters Score -2.152631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -21526300.000000 Penalty: 5966.831543
	Iteration 47Q: 3 clusters Score -2.15263e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -21526288.000000 Penalty: 5966.831543
	Iteration 48Q: 3 clusters Score -2.152629e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -21526292.000000 Penalty: 5966.831543
	Iteration 49Q: 3 clusters Score -2.152629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -21526270.000000 Penalty: 5966.831543
	Iteration 50Q: 3 clusters Score -2.152627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -21526242.000000 Penalty: 5966.831543
	Iteration 51Q: 3 clusters Score -2.152624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -21526242.000000 Penalty: 5966.831543
	Iteration 52Q: 3 clusters Score -2.152624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 164143 members 
Entering Unmasked Estep 
Score: -21526262.000000 Penalty: 5966.831543
	Iteration 53Q: 3 clusters Score -2.152626e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -21526240.000000 Penalty: 5966.831543
	Iteration 54Q: 3 clusters Score -2.152624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -21526192.000000 Penalty: 5966.831543
	Iteration 55Q: 3 clusters Score -2.152619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -21526230.000000 Penalty: 5966.831543
	Iteration 56Q: 3 clusters Score -2.152623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -21526220.000000 Penalty: 5966.831543
	Iteration 57Q: 3 clusters Score -2.152622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 164379 members 
Entering Unmasked Estep 
Score: -21526192.000000 Penalty: 5966.831543
	Iteration 58Q: 3 clusters Score -2.152619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -21526166.000000 Penalty: 5966.831543
	Iteration 59Q: 3 clusters Score -2.152617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -21526166.000000 Penalty: 5966.831543
	Iteration 60F: 3 clusters Score -2.152617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -21526180.000000 Penalty: 5966.831543
	Iteration 61Q: 3 clusters Score -2.152618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -21526178.000000 Penalty: 5966.831543
	Iteration 62Q: 3 clusters Score -2.152618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -21526156.000000 Penalty: 5966.831543
	Iteration 63Q: 3 clusters Score -2.152616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -21526148.000000 Penalty: 5966.831543
	Iteration 64Q: 3 clusters Score -2.152615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -21526130.000000 Penalty: 5966.831543
	Iteration 65Q: 3 clusters Score -2.152613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -21526132.000000 Penalty: 5966.831543
	Iteration 66Q: 3 clusters Score -2.152613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -21526124.000000 Penalty: 5966.831543
	Iteration 67Q: 3 clusters Score -2.152612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 164561 members 
Entering Unmasked Estep 
Score: -21526118.000000 Penalty: 5966.831543
	Iteration 68Q: 3 clusters Score -2.152612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 164572 members 
Entering Unmasked Estep 
Score: -21526124.000000 Penalty: 5966.831543
	Iteration 69Q: 3 clusters Score -2.152612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -21526134.000000 Penalty: 5966.831543
	Iteration 70Q: 3 clusters Score -2.152613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -21526124.000000 Penalty: 5966.831543
	Iteration 71Q: 3 clusters Score -2.152612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -21526120.000000 Penalty: 5966.831543
	Iteration 72Q: 3 clusters Score -2.152612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -21526118.000000 Penalty: 5966.831543
	Iteration 73Q: 3 clusters Score -2.152612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -21526112.000000 Penalty: 5966.831543
	Iteration 74Q: 3 clusters Score -2.152611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -21526092.000000 Penalty: 5966.831543
	Iteration 75Q: 3 clusters Score -2.152609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 164688 members 
Entering Unmasked Estep 
Score: -21526100.000000 Penalty: 5966.831543
	Iteration 76Q: 3 clusters Score -2.15261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -21526082.000000 Penalty: 5966.831543
	Iteration 77Q: 3 clusters Score -2.152608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -21526072.000000 Penalty: 5966.831543
	Iteration 78Q: 3 clusters Score -2.152607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -21526088.000000 Penalty: 5966.831543
	Iteration 79Q: 3 clusters Score -2.152609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -21526090.000000 Penalty: 5966.831543
	Iteration 80F: 3 clusters Score -2.152609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 164742 members 
Entering Unmasked Estep 
Score: -21526082.000000 Penalty: 5966.831543
	Iteration 81Q: 3 clusters Score -2.152608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -21526068.000000 Penalty: 5966.831543
	Iteration 82Q: 3 clusters Score -2.152607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -21526068.000000 Penalty: 5966.831543
	Iteration 83Q: 3 clusters Score -2.152607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -21526058.000000 Penalty: 5966.831543
	Iteration 84Q: 3 clusters Score -2.152606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -21526054.000000 Penalty: 5966.831543
	Iteration 85Q: 3 clusters Score -2.152605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -21526074.000000 Penalty: 5966.831543
	Iteration 86Q: 3 clusters Score -2.152607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -21526074.000000 Penalty: 5966.831543
	Iteration 87Q: 3 clusters Score -2.152607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -21526066.000000 Penalty: 5966.831543
	Iteration 88Q: 3 clusters Score -2.152607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -21526062.000000 Penalty: 5966.831543
	Iteration 89Q: 3 clusters Score -2.152606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -21526068.000000 Penalty: 5966.831543
	Iteration 90Q: 3 clusters Score -2.152607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -21526054.000000 Penalty: 5966.831543
	Iteration 91Q: 3 clusters Score -2.152605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -21526046.000000 Penalty: 5966.831543
	Iteration 92Q: 3 clusters Score -2.152605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -21526046.000000 Penalty: 5966.831543
	Iteration 93Q: 3 clusters Score -2.152605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 165027 members 
Entering Unmasked Estep 
Score: -21526062.000000 Penalty: 5966.831543
	Iteration 94Q: 3 clusters Score -2.152606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -21526060.000000 Penalty: 5966.831543
	Iteration 95Q: 3 clusters Score -2.152606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -21526068.000000 Penalty: 5966.831543
	Iteration 96Q: 3 clusters Score -2.152607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -21526100.000000 Penalty: 5966.831543
	Iteration 97Q: 3 clusters Score -2.15261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -21526088.000000 Penalty: 5966.831543
	Iteration 98Q: 3 clusters Score -2.152609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -21526078.000000 Penalty: 5966.831543
	Iteration 99Q: 3 clusters Score -2.152608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -21526084.000000 Penalty: 5966.831543
	Iteration 100F: 3 clusters Score -2.152608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -21526094.000000 Penalty: 5966.831543
	Iteration 101Q: 3 clusters Score -2.152609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -21526086.000000 Penalty: 5966.831543
	Iteration 102Q: 3 clusters Score -2.152609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -21526082.000000 Penalty: 5966.831543
	Iteration 103Q: 3 clusters Score -2.152608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -21526056.000000 Penalty: 5966.831543
	Iteration 104Q: 3 clusters Score -2.152606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -21526056.000000 Penalty: 5966.831543
	Iteration 105Q: 3 clusters Score -2.152606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -21526036.000000 Penalty: 5966.831543
	Iteration 106Q: 3 clusters Score -2.152604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -21526060.000000 Penalty: 5966.831543
	Iteration 107Q: 3 clusters Score -2.152606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -21526046.000000 Penalty: 5966.831543
	Iteration 108Q: 3 clusters Score -2.152605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -21526054.000000 Penalty: 5966.831543
	Iteration 109Q: 3 clusters Score -2.152605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -21526046.000000 Penalty: 5966.831543
	Iteration 110Q: 3 clusters Score -2.152605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 165161 members 
Entering Unmasked Estep 
Score: -21526042.000000 Penalty: 5966.831543
	Iteration 111Q: 3 clusters Score -2.152604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -21526054.000000 Penalty: 5966.831543
	Iteration 112Q: 3 clusters Score -2.152605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -21526048.000000 Penalty: 5966.831543
	Iteration 113Q: 3 clusters Score -2.152605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 165165 members 
Entering Unmasked Estep 
Score: -21526042.000000 Penalty: 5966.831543
	Iteration 114Q: 3 clusters Score -2.152604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -21526060.000000 Penalty: 5966.831543
	Iteration 115Q: 3 clusters Score -2.152606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -21526060.000000 Penalty: 5966.831543
	Iteration 116F: 3 clusters Score -2.152606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -146326.125000 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -146326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -144263.125000 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -144263.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144696.515625 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -144696.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144961.437500 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -144961.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -145199.921875 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -145199.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145406.546875 Penalty: 3524.062744
	Iteration 4F: 3 clusters Score -145406.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145553.265625 Penalty: 3524.062744
	Iteration 5F: 3 clusters Score -145553.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -145607.281250 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -145607.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -145635.578125 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -145635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145656.906250 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -145656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145668.187500 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -145668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145674.156250 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -145674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145676.234375 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -145676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145676.859375 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -145676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145676.859375 Penalty: 3524.062744
	Iteration 13F: 3 clusters Score -145676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62019.058594 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62019.06 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 322 members 
Entering Unmasked Estep 
Score: -60507.804688 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60507.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60866.031250 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -60866.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61060.605469 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61060.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61282.371094 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61282.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61585.683594 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -61585.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61893.300781 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -61893.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62184.066406 Penalty: 3197.863525
	Iteration 6F: 3 clusters Score -62184.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62570.835938 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -62570.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63127.453125 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -63127.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63204.937500 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -63204.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63216.972656 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -63216.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63216.972656 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -63216.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174390 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174123 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186238 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58338 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 413 members 
Entering Unmasked Estep 
Score: -166436720.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166437296.000000 to -166436720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (69204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Entering Unmasked Estep 
Score: -8655975.000000 Penalty: 2763.913818
	Iteration 0F: 2 clusters Score -8655975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -8609376.000000 Penalty: 5527.827637
	Iteration 0F: 3 clusters Score -8609376 nChanged 32436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -8627680.000000 Penalty: 5527.827637
	Iteration 1F: 3 clusters Score -8627680 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -8628352.000000 Penalty: 5527.827637
	Iteration 2Q: 3 clusters Score -8628352 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -8629093.000000 Penalty: 5527.827637
	Iteration 3Q: 3 clusters Score -8629093 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -8630059.000000 Penalty: 5527.827637
	Iteration 4Q: 3 clusters Score -8630059 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8631449.000000 Penalty: 5527.827637
	Iteration 5Q: 3 clusters Score -8631449 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8633318.000000 Penalty: 5527.827637
	Iteration 6F: 3 clusters Score -8633318 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -8636057.000000 Penalty: 5527.827637
	Iteration 7F: 3 clusters Score -8636057 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -8639489.000000 Penalty: 5527.827637
	Iteration 8F: 3 clusters Score -8639489 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -8643335.000000 Penalty: 5527.827637
	Iteration 9F: 3 clusters Score -8643335 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -8647210.000000 Penalty: 5527.827637
	Iteration 10F: 3 clusters Score -8647210 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -8650485.000000 Penalty: 5527.827637
	Iteration 11Q: 3 clusters Score -8650485 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -8652419.000000 Penalty: 5527.827637
	Iteration 12Q: 3 clusters Score -8652419 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -8653172.000000 Penalty: 5527.827637
	Iteration 13Q: 3 clusters Score -8653172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -8653381.000000 Penalty: 5527.827637
	Iteration 14Q: 3 clusters Score -8653381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8653465.000000 Penalty: 5527.827637
	Iteration 15Q: 3 clusters Score -8653465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -8653506.000000 Penalty: 5527.827637
	Iteration 16Q: 3 clusters Score -8653506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8653522.000000 Penalty: 5527.827637
	Iteration 17Q: 3 clusters Score -8653522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -8653541.000000 Penalty: 5527.827637
	Iteration 18Q: 3 clusters Score -8653541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -8653549.000000 Penalty: 5527.827637
	Iteration 19Q: 3 clusters Score -8653549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -8653538.000000 Penalty: 5527.827637
	Iteration 20F: 3 clusters Score -8653538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -8653547.000000 Penalty: 5527.827637
	Iteration 21Q: 3 clusters Score -8653547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -8653548.000000 Penalty: 5527.827637
	Iteration 22Q: 3 clusters Score -8653548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -8653559.000000 Penalty: 5527.827637
	Iteration 23Q: 3 clusters Score -8653559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -8653569.000000 Penalty: 5527.827637
	Iteration 24Q: 3 clusters Score -8653569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -8653577.000000 Penalty: 5527.827637
	Iteration 25Q: 3 clusters Score -8653577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -8653584.000000 Penalty: 5527.827637
	Iteration 26Q: 3 clusters Score -8653584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -8653603.000000 Penalty: 5527.827637
	Iteration 27Q: 3 clusters Score -8653603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -8653599.000000 Penalty: 5527.827637
	Iteration 28Q: 3 clusters Score -8653599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -8653612.000000 Penalty: 5527.827637
	Iteration 29Q: 3 clusters Score -8653612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -8653615.000000 Penalty: 5527.827637
	Iteration 30Q: 3 clusters Score -8653615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8653610.000000 Penalty: 5527.827637
	Iteration 31Q: 3 clusters Score -8653610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8653621.000000 Penalty: 5527.827637
	Iteration 32Q: 3 clusters Score -8653621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8653621.000000 Penalty: 5527.827637
	Iteration 33F: 3 clusters Score -8653621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Entering Unmasked Estep 
Score: -3413464.500000 Penalty: 2522.709717
	Iteration 0F: 2 clusters Score -3413464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3395476.500000 Penalty: 5045.419434
	Iteration 0F: 3 clusters Score -3395476 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3401789.750000 Penalty: 5045.419434
	Iteration 1F: 3 clusters Score -3401790 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3402134.250000 Penalty: 5045.419434
	Iteration 2Q: 3 clusters Score -3402134 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3402460.250000 Penalty: 5045.419434
	Iteration 3Q: 3 clusters Score -3402460 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3402795.500000 Penalty: 5045.419434
	Iteration 4Q: 3 clusters Score -3402796 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3403159.000000 Penalty: 5045.419434
	Iteration 5Q: 3 clusters Score -3403159 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3403614.500000 Penalty: 5045.419434
	Iteration 6Q: 3 clusters Score -3403614 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3404190.750000 Penalty: 5045.419434
	Iteration 7Q: 3 clusters Score -3404191 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3405069.000000 Penalty: 5045.419434
	Iteration 8F: 3 clusters Score -3405069 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3406285.000000 Penalty: 5045.419434
	Iteration 9F: 3 clusters Score -3406285 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3407782.750000 Penalty: 5045.419434
	Iteration 10F: 3 clusters Score -3407783 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3409170.500000 Penalty: 5045.419434
	Iteration 11F: 3 clusters Score -3409170 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3410169.000000 Penalty: 5045.419434
	Iteration 12Q: 3 clusters Score -3410169 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3410770.750000 Penalty: 5045.419434
	Iteration 13Q: 3 clusters Score -3410771 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3411080.000000 Penalty: 5045.419434
	Iteration 14Q: 3 clusters Score -3411080 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3411252.750000 Penalty: 5045.419434
	Iteration 15Q: 3 clusters Score -3411253 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3411358.500000 Penalty: 5045.419434
	Iteration 16Q: 3 clusters Score -3411358 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3411437.250000 Penalty: 5045.419434
	Iteration 17Q: 3 clusters Score -3411437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3411484.000000 Penalty: 5045.419434
	Iteration 18Q: 3 clusters Score -3411484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3411520.500000 Penalty: 5045.419434
	Iteration 19Q: 3 clusters Score -3411520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3411543.000000 Penalty: 5045.419434
	Iteration 20F: 3 clusters Score -3411543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3411557.000000 Penalty: 5045.419434
	Iteration 21Q: 3 clusters Score -3411557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3411571.750000 Penalty: 5045.419434
	Iteration 22Q: 3 clusters Score -3411572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3411575.000000 Penalty: 5045.419434
	Iteration 23Q: 3 clusters Score -3411575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3411585.500000 Penalty: 5045.419434
	Iteration 24Q: 3 clusters Score -3411586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3411591.500000 Penalty: 5045.419434
	Iteration 25Q: 3 clusters Score -3411592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3411596.250000 Penalty: 5045.419434
	Iteration 26Q: 3 clusters Score -3411596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3411611.000000 Penalty: 5045.419434
	Iteration 27Q: 3 clusters Score -3411611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3411600.750000 Penalty: 5045.419434
	Iteration 28Q: 3 clusters Score -3411601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3411603.000000 Penalty: 5045.419434
	Iteration 29Q: 3 clusters Score -3411603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3411613.500000 Penalty: 5045.419434
	Iteration 30Q: 3 clusters Score -3411614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3411616.250000 Penalty: 5045.419434
	Iteration 31Q: 3 clusters Score -3411616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3411618.000000 Penalty: 5045.419434
	Iteration 32Q: 3 clusters Score -3411618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3411627.000000 Penalty: 5045.419434
	Iteration 33Q: 3 clusters Score -3411627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3411639.000000 Penalty: 5045.419434
	Iteration 34Q: 3 clusters Score -3411639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3411646.250000 Penalty: 5045.419434
	Iteration 35Q: 3 clusters Score -3411646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3411652.250000 Penalty: 5045.419434
	Iteration 36Q: 3 clusters Score -3411652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3411657.750000 Penalty: 5045.419434
	Iteration 37Q: 3 clusters Score -3411658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3411657.000000 Penalty: 5045.419434
	Iteration 38Q: 3 clusters Score -3411657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3411660.750000 Penalty: 5045.419434
	Iteration 39Q: 3 clusters Score -3411661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3411657.750000 Penalty: 5045.419434
	Iteration 40F: 3 clusters Score -3411658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Entering Unmasked Estep 
Score: -22659864.000000 Penalty: 2993.124268
	Iteration 0F: 2 clusters Score -2.265986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -22547386.000000 Penalty: 5986.248535
	Iteration 0F: 3 clusters Score -2.254739e+07 nChanged 83213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -22596148.000000 Penalty: 5986.248535
	Iteration 1F: 3 clusters Score -2.259615e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -22598128.000000 Penalty: 5986.248535
	Iteration 2Q: 3 clusters Score -2.259813e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -22601582.000000 Penalty: 5986.248535
	Iteration 3Q: 3 clusters Score -2.260158e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -22608758.000000 Penalty: 5986.248535
	Iteration 4F: 3 clusters Score -2.260876e+07 nChanged 15874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 136273 members 
Entering Unmasked Estep 
Score: -22621876.000000 Penalty: 5986.248535
	Iteration 5F: 3 clusters Score -2.262188e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -22639312.000000 Penalty: 5986.248535
	Iteration 6F: 3 clusters Score -2.263931e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -22652060.000000 Penalty: 5986.248535
	Iteration 7F: 3 clusters Score -2.265206e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -22656102.000000 Penalty: 5986.248535
	Iteration 8Q: 3 clusters Score -2.26561e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 173954 members 
Entering Unmasked Estep 
Score: -22656836.000000 Penalty: 5986.248535
	Iteration 9Q: 3 clusters Score -2.265684e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -22656970.000000 Penalty: 5986.248535
	Iteration 10Q: 3 clusters Score -2.265697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -22657052.000000 Penalty: 5986.248535
	Iteration 11Q: 3 clusters Score -2.265705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -22657056.000000 Penalty: 5986.248535
	Iteration 12Q: 3 clusters Score -2.265706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22657080.000000 Penalty: 5986.248535
	Iteration 13Q: 3 clusters Score -2.265708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22657088.000000 Penalty: 5986.248535
	Iteration 14Q: 3 clusters Score -2.265709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22657088.000000 Penalty: 5986.248535
	Iteration 15F: 3 clusters Score -2.265709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39800.906250 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -39800.91 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 192 members 
Entering Unmasked Estep 
Score: -38474.234375 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -38474.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38743.039062 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -38743.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38838.054688 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -38838.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38896.007812 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -38896.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38938.765625 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -38938.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38960.039062 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -38960.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38973.835938 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -38973.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38996.355469 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -38996.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39029.285156 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -39029.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39136.156250 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -39136.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39213.433594 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -39213.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39290.601562 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -39290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39305.445312 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -39305.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39307.628906 Penalty: 2980.371338
	Iteration 13Q: 3 clusters Score -39307.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39319.597656 Penalty: 2980.371338
	Iteration 14Q: 3 clusters Score -39319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39340.894531 Penalty: 2980.371338
	Iteration 15Q: 3 clusters Score -39340.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39345.445312 Penalty: 2980.371338
	Iteration 16Q: 3 clusters Score -39345.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39347.039062 Penalty: 2980.371338
	Iteration 17Q: 3 clusters Score -39347.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39351.929688 Penalty: 2980.371338
	Iteration 18Q: 3 clusters Score -39351.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39356.292969 Penalty: 2980.371338
	Iteration 19Q: 3 clusters Score -39356.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39360.187500 Penalty: 2980.371338
	Iteration 20F: 3 clusters Score -39360.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -556707.375000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -556707.4 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 2202 members 
Entering Unmasked Estep 
Score: -552513.750000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -552513.8 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -553517.750000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -553517.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -553716.000000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -553716 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -553806.875000 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -553806.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -553870.312500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -553870.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -553919.250000 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -553919.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -553966.625000 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -553966.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -554010.250000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -554010.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -554042.875000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -554042.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -554068.437500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -554068.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -554088.375000 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -554088.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -554104.625000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -554104.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -554116.562500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -554116.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -554126.062500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -554126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -554135.187500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -554135.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -554150.687500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -554150.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -554161.625000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -554161.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -554169.312500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -554169.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -554179.125000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -554179.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -554187.500000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -554187.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -554196.000000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -554196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -554206.062500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -554206.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -554212.000000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -554212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -554219.750000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -554219.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -554232.875000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -554232.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -554253.187500 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -554253.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -554281.187500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -554281.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -554314.187500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -554314.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -554350.125000 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -554350.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -554385.437500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -554385.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -554430.812500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -554430.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -554479.062500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -554479.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -554526.875000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -554526.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -554568.812500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -554568.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -554620.500000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -554620.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -554679.750000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -554679.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -554721.062500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -554721.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -554769.500000 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -554769.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -554807.937500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -554807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -554835.437500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -554835.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -554870.125000 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -554870.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -554901.625000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -554901.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -554933.125000 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -554933.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -554955.812500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -554955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -554974.750000 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -554974.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -554992.062500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -554992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -555007.875000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -555007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -555015.375000 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -555015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -555024.062500 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -555024.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -555030.750000 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -555030.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -555037.125000 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -555037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -555043.437500 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -555043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -555047.250000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -555047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -555051.312500 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -555051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -555054.062500 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -555054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -555055.312500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -555055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -555057.000000 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -555057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -555057.687500 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -555057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -555057.375000 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -555057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -555057.375000 Penalty: 4164.156738
	Iteration 59F: 3 clusters Score -555057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Entering Unmasked Estep 
Score: -22382518.000000 Penalty: 2992.744385
	Iteration 0F: 2 clusters Score -2.238252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -22268762.000000 Penalty: 5985.488770
	Iteration 0F: 3 clusters Score -2.226876e+07 nChanged 83593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 92204 members 
Entering Unmasked Estep 
Score: -22318480.000000 Penalty: 5985.488770
	Iteration 1F: 3 clusters Score -2.231848e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -22320372.000000 Penalty: 5985.488770
	Iteration 2Q: 3 clusters Score -2.232037e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -22323332.000000 Penalty: 5985.488770
	Iteration 3Q: 3 clusters Score -2.232333e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -22327904.000000 Penalty: 5985.488770
	Iteration 4Q: 3 clusters Score -2.23279e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -22334492.000000 Penalty: 5985.488770
	Iteration 5F: 3 clusters Score -2.233449e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -22344442.000000 Penalty: 5985.488770
	Iteration 6F: 3 clusters Score -2.234444e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -22356864.000000 Penalty: 5985.488770
	Iteration 7F: 3 clusters Score -2.235686e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -22368204.000000 Penalty: 5985.488770
	Iteration 8F: 3 clusters Score -2.23682e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -22375316.000000 Penalty: 5985.488770
	Iteration 9F: 3 clusters Score -2.237532e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -22378454.000000 Penalty: 5985.488770
	Iteration 10Q: 3 clusters Score -2.237845e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -22379444.000000 Penalty: 5985.488770
	Iteration 11Q: 3 clusters Score -2.237944e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -22379804.000000 Penalty: 5985.488770
	Iteration 12Q: 3 clusters Score -2.23798e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 173165 members 
Entering Unmasked Estep 
Score: -22379982.000000 Penalty: 5985.488770
	Iteration 13Q: 3 clusters Score -2.237998e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -22380092.000000 Penalty: 5985.488770
	Iteration 14Q: 3 clusters Score -2.238009e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -22380108.000000 Penalty: 5985.488770
	Iteration 15Q: 3 clusters Score -2.238011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -22380118.000000 Penalty: 5985.488770
	Iteration 16Q: 3 clusters Score -2.238012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -22380140.000000 Penalty: 5985.488770
	Iteration 17Q: 3 clusters Score -2.238014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -22380160.000000 Penalty: 5985.488770
	Iteration 18Q: 3 clusters Score -2.238016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -22380164.000000 Penalty: 5985.488770
	Iteration 19Q: 3 clusters Score -2.238016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 173489 members 
Entering Unmasked Estep 
Score: -22380198.000000 Penalty: 5985.488770
	Iteration 20F: 3 clusters Score -2.23802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 173494 members 
Entering Unmasked Estep 
Score: -22380196.000000 Penalty: 5985.488770
	Iteration 21Q: 3 clusters Score -2.23802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -22380198.000000 Penalty: 5985.488770
	Iteration 22Q: 3 clusters Score -2.23802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -22380200.000000 Penalty: 5985.488770
	Iteration 23Q: 3 clusters Score -2.23802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 173501 members 
Entering Unmasked Estep 
Score: -22380210.000000 Penalty: 5985.488770
	Iteration 24Q: 3 clusters Score -2.238021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -22380192.000000 Penalty: 5985.488770
	Iteration 25Q: 3 clusters Score -2.238019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -22380210.000000 Penalty: 5985.488770
	Iteration 26Q: 3 clusters Score -2.238021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -22380216.000000 Penalty: 5985.488770
	Iteration 27Q: 3 clusters Score -2.238022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -22380216.000000 Penalty: 5985.488770
	Iteration 28F: 3 clusters Score -2.238022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Entering Unmasked Estep 
Score: -2572547.250000 Penalty: 2455.468994
	Iteration 0F: 2 clusters Score -2572547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2558561.000000 Penalty: 4910.937988
	Iteration 0F: 3 clusters Score -2558561 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2563092.750000 Penalty: 4910.937988
	Iteration 1F: 3 clusters Score -2563093 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2563448.500000 Penalty: 4910.937988
	Iteration 2Q: 3 clusters Score -2563448 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2563811.750000 Penalty: 4910.937988
	Iteration 3Q: 3 clusters Score -2563812 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2564374.000000 Penalty: 4910.937988
	Iteration 4Q: 3 clusters Score -2564374 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2565123.250000 Penalty: 4910.937988
	Iteration 5F: 3 clusters Score -2565123 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2566094.500000 Penalty: 4910.937988
	Iteration 6F: 3 clusters Score -2566094 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2567353.500000 Penalty: 4910.937988
	Iteration 7F: 3 clusters Score -2567354 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2568585.750000 Penalty: 4910.937988
	Iteration 8F: 3 clusters Score -2568586 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2569525.500000 Penalty: 4910.937988
	Iteration 9F: 3 clusters Score -2569526 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2570102.000000 Penalty: 4910.937988
	Iteration 10Q: 3 clusters Score -2570102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2570438.000000 Penalty: 4910.937988
	Iteration 11Q: 3 clusters Score -2570438 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2570623.500000 Penalty: 4910.937988
	Iteration 12Q: 3 clusters Score -2570624 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2570719.750000 Penalty: 4910.937988
	Iteration 13Q: 3 clusters Score -2570720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2570798.000000 Penalty: 4910.937988
	Iteration 14Q: 3 clusters Score -2570798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2570853.500000 Penalty: 4910.937988
	Iteration 15Q: 3 clusters Score -2570854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2570896.500000 Penalty: 4910.937988
	Iteration 16Q: 3 clusters Score -2570896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2570944.500000 Penalty: 4910.937988
	Iteration 17Q: 3 clusters Score -2570944 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2570980.250000 Penalty: 4910.937988
	Iteration 18Q: 3 clusters Score -2570980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2571007.000000 Penalty: 4910.937988
	Iteration 19Q: 3 clusters Score -2571007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2571027.500000 Penalty: 4910.937988
	Iteration 20F: 3 clusters Score -2571028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2571049.500000 Penalty: 4910.937988
	Iteration 21Q: 3 clusters Score -2571050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2571067.250000 Penalty: 4910.937988
	Iteration 22Q: 3 clusters Score -2571067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2571080.750000 Penalty: 4910.937988
	Iteration 23Q: 3 clusters Score -2571081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2571096.250000 Penalty: 4910.937988
	Iteration 24Q: 3 clusters Score -2571096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2571105.250000 Penalty: 4910.937988
	Iteration 25Q: 3 clusters Score -2571105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2571105.500000 Penalty: 4910.937988
	Iteration 26Q: 3 clusters Score -2571106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2571112.250000 Penalty: 4910.937988
	Iteration 27Q: 3 clusters Score -2571112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2571115.000000 Penalty: 4910.937988
	Iteration 28Q: 3 clusters Score -2571115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2571115.250000 Penalty: 4910.937988
	Iteration 29Q: 3 clusters Score -2571115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2571117.250000 Penalty: 4910.937988
	Iteration 30Q: 3 clusters Score -2571117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2571116.500000 Penalty: 4910.937988
	Iteration 31Q: 3 clusters Score -2571116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2571115.500000 Penalty: 4910.937988
	Iteration 32Q: 3 clusters Score -2571116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2571120.750000 Penalty: 4910.937988
	Iteration 33Q: 3 clusters Score -2571121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2571118.000000 Penalty: 4910.937988
	Iteration 34Q: 3 clusters Score -2571118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2571118.750000 Penalty: 4910.937988
	Iteration 35Q: 3 clusters Score -2571119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2571119.750000 Penalty: 4910.937988
	Iteration 36Q: 3 clusters Score -2571120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2571125.250000 Penalty: 4910.937988
	Iteration 37Q: 3 clusters Score -2571125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2571122.500000 Penalty: 4910.937988
	Iteration 38Q: 3 clusters Score -2571122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2571127.250000 Penalty: 4910.937988
	Iteration 39Q: 3 clusters Score -2571127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2571132.000000 Penalty: 4910.937988
	Iteration 40F: 3 clusters Score -2571132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2571128.250000 Penalty: 4910.937988
	Iteration 41Q: 3 clusters Score -2571128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2571133.500000 Penalty: 4910.937988
	Iteration 42Q: 3 clusters Score -2571134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2571130.000000 Penalty: 4910.937988
	Iteration 43Q: 3 clusters Score -2571130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2571130.500000 Penalty: 4910.937988
	Iteration 44Q: 3 clusters Score -2571130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2571130.500000 Penalty: 4910.937988
	Iteration 45F: 3 clusters Score -2571130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Entering Unmasked Estep 
Score: -23899044.000000 Penalty: 3009.425781
	Iteration 0F: 2 clusters Score -2.389904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -23778202.000000 Penalty: 6018.851562
	Iteration 0F: 3 clusters Score -2.37782e+07 nChanged 89622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -23830432.000000 Penalty: 6018.851562
	Iteration 1F: 3 clusters Score -2.383043e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -23831782.000000 Penalty: 6018.851562
	Iteration 2Q: 3 clusters Score -2.383178e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -23833394.000000 Penalty: 6018.851562
	Iteration 3Q: 3 clusters Score -2.383339e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -23836508.000000 Penalty: 6018.851562
	Iteration 4Q: 3 clusters Score -2.383651e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -23842150.000000 Penalty: 6018.851562
	Iteration 5F: 3 clusters Score -2.384215e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -23852316.000000 Penalty: 6018.851562
	Iteration 6F: 3 clusters Score -2.385232e+07 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -23866420.000000 Penalty: 6018.851562
	Iteration 7F: 3 clusters Score -2.386642e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -23880582.000000 Penalty: 6018.851562
	Iteration 8F: 3 clusters Score -2.388058e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -23890856.000000 Penalty: 6018.851562
	Iteration 9F: 3 clusters Score -2.389086e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -23895472.000000 Penalty: 6018.851562
	Iteration 10Q: 3 clusters Score -2.389547e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -23896902.000000 Penalty: 6018.851562
	Iteration 11Q: 3 clusters Score -2.38969e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -23897496.000000 Penalty: 6018.851562
	Iteration 12Q: 3 clusters Score -2.38975e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 173848 members 
Entering Unmasked Estep 
Score: -23897848.000000 Penalty: 6018.851562
	Iteration 13Q: 3 clusters Score -2.389785e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -23898084.000000 Penalty: 6018.851562
	Iteration 14Q: 3 clusters Score -2.389808e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -23898170.000000 Penalty: 6018.851562
	Iteration 15Q: 3 clusters Score -2.389817e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 176830 members 
Entering Unmasked Estep 
Score: -23898224.000000 Penalty: 6018.851562
	Iteration 16Q: 3 clusters Score -2.389822e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -23898234.000000 Penalty: 6018.851562
	Iteration 17Q: 3 clusters Score -2.389823e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -23898312.000000 Penalty: 6018.851562
	Iteration 18Q: 3 clusters Score -2.389831e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 178668 members 
Entering Unmasked Estep 
Score: -23898262.000000 Penalty: 6018.851562
	Iteration 19Q: 3 clusters Score -2.389826e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -23898278.000000 Penalty: 6018.851562
	Iteration 20F: 3 clusters Score -2.389828e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -23898246.000000 Penalty: 6018.851562
	Iteration 21Q: 3 clusters Score -2.389825e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -23898154.000000 Penalty: 6018.851562
	Iteration 22Q: 3 clusters Score -2.389815e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -23898028.000000 Penalty: 6018.851562
	Iteration 23Q: 3 clusters Score -2.389803e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -23898034.000000 Penalty: 6018.851562
	Iteration 24Q: 3 clusters Score -2.389803e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 180626 members 
Entering Unmasked Estep 
Score: -23897958.000000 Penalty: 6018.851562
	Iteration 25Q: 3 clusters Score -2.389796e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -23897978.000000 Penalty: 6018.851562
	Iteration 26Q: 3 clusters Score -2.389798e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 181033 members 
Entering Unmasked Estep 
Score: -23897984.000000 Penalty: 6018.851562
	Iteration 27Q: 3 clusters Score -2.389798e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -23897900.000000 Penalty: 6018.851562
	Iteration 28Q: 3 clusters Score -2.38979e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 181331 members 
Entering Unmasked Estep 
Score: -23897878.000000 Penalty: 6018.851562
	Iteration 29Q: 3 clusters Score -2.389788e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -23897946.000000 Penalty: 6018.851562
	Iteration 30Q: 3 clusters Score -2.389795e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 181582 members 
Entering Unmasked Estep 
Score: -23897926.000000 Penalty: 6018.851562
	Iteration 31Q: 3 clusters Score -2.389793e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 181692 members 
Entering Unmasked Estep 
Score: -23897882.000000 Penalty: 6018.851562
	Iteration 32Q: 3 clusters Score -2.389788e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 181792 members 
Entering Unmasked Estep 
Score: -23897906.000000 Penalty: 6018.851562
	Iteration 33Q: 3 clusters Score -2.389791e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 181884 members 
Entering Unmasked Estep 
Score: -23897886.000000 Penalty: 6018.851562
	Iteration 34Q: 3 clusters Score -2.389789e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 181975 members 
Entering Unmasked Estep 
Score: -23897876.000000 Penalty: 6018.851562
	Iteration 35Q: 3 clusters Score -2.389788e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -23897882.000000 Penalty: 6018.851562
	Iteration 36Q: 3 clusters Score -2.389788e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -23897892.000000 Penalty: 6018.851562
	Iteration 37Q: 3 clusters Score -2.389789e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 182233 members 
Entering Unmasked Estep 
Score: -23897858.000000 Penalty: 6018.851562
	Iteration 38Q: 3 clusters Score -2.389786e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 182304 members 
Entering Unmasked Estep 
Score: -23897848.000000 Penalty: 6018.851562
	Iteration 39Q: 3 clusters Score -2.389785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 182368 members 
Entering Unmasked Estep 
Score: -23897840.000000 Penalty: 6018.851562
	Iteration 40F: 3 clusters Score -2.389784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -23897872.000000 Penalty: 6018.851562
	Iteration 41Q: 3 clusters Score -2.389787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -23897808.000000 Penalty: 6018.851562
	Iteration 42Q: 3 clusters Score -2.389781e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 182549 members 
Entering Unmasked Estep 
Score: -23897864.000000 Penalty: 6018.851562
	Iteration 43Q: 3 clusters Score -2.389786e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 182601 members 
Entering Unmasked Estep 
Score: -23897864.000000 Penalty: 6018.851562
	Iteration 44Q: 3 clusters Score -2.389786e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 182654 members 
Entering Unmasked Estep 
Score: -23897820.000000 Penalty: 6018.851562
	Iteration 45Q: 3 clusters Score -2.389782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 182701 members 
Entering Unmasked Estep 
Score: -23897842.000000 Penalty: 6018.851562
	Iteration 46Q: 3 clusters Score -2.389784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -23897794.000000 Penalty: 6018.851562
	Iteration 47Q: 3 clusters Score -2.389779e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -23897782.000000 Penalty: 6018.851562
	Iteration 48Q: 3 clusters Score -2.389778e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 182834 members 
Entering Unmasked Estep 
Score: -23897782.000000 Penalty: 6018.851562
	Iteration 49Q: 3 clusters Score -2.389778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -23897714.000000 Penalty: 6018.851562
	Iteration 50Q: 3 clusters Score -2.389771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 182918 members 
Entering Unmasked Estep 
Score: -23897744.000000 Penalty: 6018.851562
	Iteration 51Q: 3 clusters Score -2.389774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 182946 members 
Entering Unmasked Estep 
Score: -23897738.000000 Penalty: 6018.851562
	Iteration 52Q: 3 clusters Score -2.389774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -23897716.000000 Penalty: 6018.851562
	Iteration 53Q: 3 clusters Score -2.389772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 182978 members 
Entering Unmasked Estep 
Score: -23897720.000000 Penalty: 6018.851562
	Iteration 54Q: 3 clusters Score -2.389772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 182996 members 
Entering Unmasked Estep 
Score: -23897712.000000 Penalty: 6018.851562
	Iteration 55Q: 3 clusters Score -2.389771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 183012 members 
Entering Unmasked Estep 
Score: -23897726.000000 Penalty: 6018.851562
	Iteration 56Q: 3 clusters Score -2.389773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 183028 members 
Entering Unmasked Estep 
Score: -23897716.000000 Penalty: 6018.851562
	Iteration 57Q: 3 clusters Score -2.389772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 183046 members 
Entering Unmasked Estep 
Score: -23897736.000000 Penalty: 6018.851562
	Iteration 58Q: 3 clusters Score -2.389774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -23897722.000000 Penalty: 6018.851562
	Iteration 59Q: 3 clusters Score -2.389772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 183064 members 
Entering Unmasked Estep 
Score: -23897722.000000 Penalty: 6018.851562
	Iteration 60F: 3 clusters Score -2.389772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -23897732.000000 Penalty: 6018.851562
	Iteration 61Q: 3 clusters Score -2.389773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 183086 members 
Entering Unmasked Estep 
Score: -23897700.000000 Penalty: 6018.851562
	Iteration 62Q: 3 clusters Score -2.38977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 183104 members 
Entering Unmasked Estep 
Score: -23897692.000000 Penalty: 6018.851562
	Iteration 63Q: 3 clusters Score -2.389769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -23897682.000000 Penalty: 6018.851562
	Iteration 64Q: 3 clusters Score -2.389768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -23897674.000000 Penalty: 6018.851562
	Iteration 65Q: 3 clusters Score -2.389767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -23897672.000000 Penalty: 6018.851562
	Iteration 66Q: 3 clusters Score -2.389767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -23897672.000000 Penalty: 6018.851562
	Iteration 67Q: 3 clusters Score -2.389767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 183145 members 
Entering Unmasked Estep 
Score: -23897680.000000 Penalty: 6018.851562
	Iteration 68Q: 3 clusters Score -2.389768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 183153 members 
Entering Unmasked Estep 
Score: -23897660.000000 Penalty: 6018.851562
	Iteration 69Q: 3 clusters Score -2.389766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -23897682.000000 Penalty: 6018.851562
	Iteration 70Q: 3 clusters Score -2.389768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 183168 members 
Entering Unmasked Estep 
Score: -23897684.000000 Penalty: 6018.851562
	Iteration 71Q: 3 clusters Score -2.389768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 183173 members 
Entering Unmasked Estep 
Score: -23897682.000000 Penalty: 6018.851562
	Iteration 72Q: 3 clusters Score -2.389768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -23897686.000000 Penalty: 6018.851562
	Iteration 73Q: 3 clusters Score -2.389769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 183183 members 
Entering Unmasked Estep 
Score: -23897690.000000 Penalty: 6018.851562
	Iteration 74Q: 3 clusters Score -2.389769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 183188 members 
Entering Unmasked Estep 
Score: -23897684.000000 Penalty: 6018.851562
	Iteration 75Q: 3 clusters Score -2.389768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 183194 members 
Entering Unmasked Estep 
Score: -23897688.000000 Penalty: 6018.851562
	Iteration 76Q: 3 clusters Score -2.389769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -23897696.000000 Penalty: 6018.851562
	Iteration 77Q: 3 clusters Score -2.38977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 183210 members 
Entering Unmasked Estep 
Score: -23897690.000000 Penalty: 6018.851562
	Iteration 78Q: 3 clusters Score -2.389769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 183212 members 
Entering Unmasked Estep 
Score: -23897696.000000 Penalty: 6018.851562
	Iteration 79Q: 3 clusters Score -2.38977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 183214 members 
Entering Unmasked Estep 
Score: -23897692.000000 Penalty: 6018.851562
	Iteration 80F: 3 clusters Score -2.389769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -23897694.000000 Penalty: 6018.851562
	Iteration 81Q: 3 clusters Score -2.389769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 183220 members 
Entering Unmasked Estep 
Score: -23897688.000000 Penalty: 6018.851562
	Iteration 82Q: 3 clusters Score -2.389769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 183224 members 
Entering Unmasked Estep 
Score: -23897670.000000 Penalty: 6018.851562
	Iteration 83Q: 3 clusters Score -2.389767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -23897676.000000 Penalty: 6018.851562
	Iteration 84Q: 3 clusters Score -2.389768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 183226 members 
Entering Unmasked Estep 
Score: -23897668.000000 Penalty: 6018.851562
	Iteration 85Q: 3 clusters Score -2.389767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 183226 members 
Entering Unmasked Estep 
Score: -23897668.000000 Penalty: 6018.851562
	Iteration 86F: 3 clusters Score -2.389767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -117295.687500 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -117295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115359.437500 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -115359.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115720.992188 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -115721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115878.406250 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -115878.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115986.726562 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -115986.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116043.242188 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -116043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116082.898438 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -116082.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116129.882812 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -116129.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116164.226562 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -116164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116190.984375 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -116191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -116214.835938 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -116214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -116251.890625 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -116251.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -116299.171875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -116299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -116338.210938 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -116338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116367.132812 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -116367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116387.453125 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -116387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -116406.460938 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -116406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116430.757812 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -116430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -116453.140625 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -116453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -116470.367188 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -116470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -116483.312500 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -116483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -116489.750000 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -116489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116492.367188 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -116492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116493.234375 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -116493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116493.234375 Penalty: 3416.731934
	Iteration 23F: 3 clusters Score -116493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Entering Unmasked Estep 
Score: -1006466.875000 Penalty: 2236.876709
	Iteration 0F: 2 clusters Score -1006467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -999947.937500 Penalty: 4473.753418
	Iteration 0F: 3 clusters Score -999947.9 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1002019.625000 Penalty: 4473.753418
	Iteration 1F: 3 clusters Score -1002020 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1002722.312500 Penalty: 4473.753418
	Iteration 2F: 3 clusters Score -1002722 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1003381.250000 Penalty: 4473.753418
	Iteration 3F: 3 clusters Score -1003381 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1003911.750000 Penalty: 4473.753418
	Iteration 4F: 3 clusters Score -1003912 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1004339.312500 Penalty: 4473.753418
	Iteration 5F: 3 clusters Score -1004339 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1004688.562500 Penalty: 4473.753418
	Iteration 6F: 3 clusters Score -1004689 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1004915.687500 Penalty: 4473.753418
	Iteration 7Q: 3 clusters Score -1004916 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1005049.312500 Penalty: 4473.753418
	Iteration 8Q: 3 clusters Score -1005049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1005119.750000 Penalty: 4473.753418
	Iteration 9Q: 3 clusters Score -1005120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1005166.062500 Penalty: 4473.753418
	Iteration 10Q: 3 clusters Score -1005166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1005196.812500 Penalty: 4473.753418
	Iteration 11Q: 3 clusters Score -1005197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1005230.125000 Penalty: 4473.753418
	Iteration 12Q: 3 clusters Score -1005230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1005260.437500 Penalty: 4473.753418
	Iteration 13Q: 3 clusters Score -1005260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1005285.500000 Penalty: 4473.753418
	Iteration 14Q: 3 clusters Score -1005286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1005316.437500 Penalty: 4473.753418
	Iteration 15Q: 3 clusters Score -1005316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1005341.937500 Penalty: 4473.753418
	Iteration 16Q: 3 clusters Score -1005342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1005364.500000 Penalty: 4473.753418
	Iteration 17Q: 3 clusters Score -1005364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1005387.625000 Penalty: 4473.753418
	Iteration 18Q: 3 clusters Score -1005388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1005406.625000 Penalty: 4473.753418
	Iteration 19Q: 3 clusters Score -1005407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1005429.875000 Penalty: 4473.753418
	Iteration 20F: 3 clusters Score -1005430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1005454.500000 Penalty: 4473.753418
	Iteration 21Q: 3 clusters Score -1005454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1005473.125000 Penalty: 4473.753418
	Iteration 22Q: 3 clusters Score -1005473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1005487.000000 Penalty: 4473.753418
	Iteration 23Q: 3 clusters Score -1005487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1005499.937500 Penalty: 4473.753418
	Iteration 24Q: 3 clusters Score -1005500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1005517.750000 Penalty: 4473.753418
	Iteration 25Q: 3 clusters Score -1005518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1005535.812500 Penalty: 4473.753418
	Iteration 26Q: 3 clusters Score -1005536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1005544.500000 Penalty: 4473.753418
	Iteration 27Q: 3 clusters Score -1005544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1005549.000000 Penalty: 4473.753418
	Iteration 28Q: 3 clusters Score -1005549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1005554.687500 Penalty: 4473.753418
	Iteration 29Q: 3 clusters Score -1005555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1005558.750000 Penalty: 4473.753418
	Iteration 30Q: 3 clusters Score -1005559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1005558.437500 Penalty: 4473.753418
	Iteration 31Q: 3 clusters Score -1005558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1005558.875000 Penalty: 4473.753418
	Iteration 32Q: 3 clusters Score -1005559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1005558.062500 Penalty: 4473.753418
	Iteration 33Q: 3 clusters Score -1005558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1005558.062500 Penalty: 4473.753418
	Iteration 34F: 3 clusters Score -1005558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Entering Unmasked Estep 
Score: -7603431.000000 Penalty: 2721.554199
	Iteration 0F: 2 clusters Score -7603431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7564213.500000 Penalty: 5443.108398
	Iteration 0F: 3 clusters Score -7564214 nChanged 27137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7579348.500000 Penalty: 5443.108398
	Iteration 1F: 3 clusters Score -7579348 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -7579840.000000 Penalty: 5443.108398
	Iteration 2Q: 3 clusters Score -7579840 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7580334.000000 Penalty: 5443.108398
	Iteration 3Q: 3 clusters Score -7580334 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7580867.500000 Penalty: 5443.108398
	Iteration 4Q: 3 clusters Score -7580868 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -7581480.000000 Penalty: 5443.108398
	Iteration 5Q: 3 clusters Score -7581480 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -7582257.500000 Penalty: 5443.108398
	Iteration 6Q: 3 clusters Score -7582258 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -7583228.000000 Penalty: 5443.108398
	Iteration 7Q: 3 clusters Score -7583228 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -7584463.500000 Penalty: 5443.108398
	Iteration 8Q: 3 clusters Score -7584464 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -7585959.000000 Penalty: 5443.108398
	Iteration 9Q: 3 clusters Score -7585959 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7587803.500000 Penalty: 5443.108398
	Iteration 10F: 3 clusters Score -7587804 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7589926.500000 Penalty: 5443.108398
	Iteration 11F: 3 clusters Score -7589926 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7591857.500000 Penalty: 5443.108398
	Iteration 12F: 3 clusters Score -7591858 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -7592983.000000 Penalty: 5443.108398
	Iteration 13Q: 3 clusters Score -7592983 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -7593479.000000 Penalty: 5443.108398
	Iteration 14Q: 3 clusters Score -7593479 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -7593784.000000 Penalty: 5443.108398
	Iteration 15Q: 3 clusters Score -7593784 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -7593911.500000 Penalty: 5443.108398
	Iteration 16Q: 3 clusters Score -7593912 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -7594039.500000 Penalty: 5443.108398
	Iteration 17Q: 3 clusters Score -7594040 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7594140.000000 Penalty: 5443.108398
	Iteration 18Q: 3 clusters Score -7594140 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -7594259.500000 Penalty: 5443.108398
	Iteration 19Q: 3 clusters Score -7594260 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7594332.000000 Penalty: 5443.108398
	Iteration 20F: 3 clusters Score -7594332 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7594442.500000 Penalty: 5443.108398
	Iteration 21Q: 3 clusters Score -7594442 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -7594543.000000 Penalty: 5443.108398
	Iteration 22Q: 3 clusters Score -7594543 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -7594687.000000 Penalty: 5443.108398
	Iteration 23Q: 3 clusters Score -7594687 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7594831.000000 Penalty: 5443.108398
	Iteration 24Q: 3 clusters Score -7594831 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7594918.000000 Penalty: 5443.108398
	Iteration 25Q: 3 clusters Score -7594918 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -7595034.500000 Penalty: 5443.108398
	Iteration 26Q: 3 clusters Score -7595034 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -7595152.500000 Penalty: 5443.108398
	Iteration 27Q: 3 clusters Score -7595152 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -7595269.500000 Penalty: 5443.108398
	Iteration 28Q: 3 clusters Score -7595270 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7595381.500000 Penalty: 5443.108398
	Iteration 29Q: 3 clusters Score -7595382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -7595477.000000 Penalty: 5443.108398
	Iteration 30Q: 3 clusters Score -7595477 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7595563.500000 Penalty: 5443.108398
	Iteration 31Q: 3 clusters Score -7595564 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -7595654.000000 Penalty: 5443.108398
	Iteration 32Q: 3 clusters Score -7595654 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -7595751.000000 Penalty: 5443.108398
	Iteration 33Q: 3 clusters Score -7595751 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -7595844.000000 Penalty: 5443.108398
	Iteration 34Q: 3 clusters Score -7595844 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7595922.500000 Penalty: 5443.108398
	Iteration 35Q: 3 clusters Score -7595922 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7595984.500000 Penalty: 5443.108398
	Iteration 36Q: 3 clusters Score -7595984 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7596055.000000 Penalty: 5443.108398
	Iteration 37Q: 3 clusters Score -7596055 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7596139.500000 Penalty: 5443.108398
	Iteration 38Q: 3 clusters Score -7596140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7596150.000000 Penalty: 5443.108398
	Iteration 39Q: 3 clusters Score -7596150 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -7596214.500000 Penalty: 5443.108398
	Iteration 40F: 3 clusters Score -7596214 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7596248 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7596344 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7596414 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7596482 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7596539 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7596600 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7596654 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7596692 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7596776 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7596841 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7596880 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7596934 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7597026 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7597088 nChanged 482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7597177 nChanged 471
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Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7597270 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7597345 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7597442 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7597522 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7597666 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7597760 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7597872 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7597991 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7598096 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7598250 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7598392 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7598562 nChanged 606
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Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7598718 nChanged 599
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Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7598900 nChanged 567
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Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7599048 nChanged 535
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Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7599204 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7599326 nChanged 493
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Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7599428 nChanged 460
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7599558 nChanged 452
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Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7599675 nChanged 456
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7599814 nChanged 447
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Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7599964 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7600084 nChanged 385
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7600198 nChanged 383
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7600284 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7600424 nChanged 344
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 53670 members 
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	Iteration 82Q: 3 clusters Score -7600562 nChanged 306
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7600666 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7600730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7600800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7600852.500000 Penalty: 5443.108398
	Iteration 86Q: 3 clusters Score -7600852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7600930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7600996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7601068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -7601085.000000 Penalty: 5443.108398
	Iteration 90Q: 3 clusters Score -7601085 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -7601096.000000 Penalty: 5443.108398
	Iteration 91Q: 3 clusters Score -7601096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -7601132.500000 Penalty: 5443.108398
	Iteration 92Q: 3 clusters Score -7601132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -7601175.500000 Penalty: 5443.108398
	Iteration 93Q: 3 clusters Score -7601176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7601216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7601267.000000 Penalty: 5443.108398
	Iteration 95Q: 3 clusters Score -7601267 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7601296.000000 Penalty: 5443.108398
	Iteration 96Q: 3 clusters Score -7601296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -7601308.500000 Penalty: 5443.108398
	Iteration 97Q: 3 clusters Score -7601308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7601340.000000 Penalty: 5443.108398
	Iteration 98Q: 3 clusters Score -7601340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -7601373.500000 Penalty: 5443.108398
	Iteration 99Q: 3 clusters Score -7601374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -7601370.000000 Penalty: 5443.108398
	Iteration 100F: 3 clusters Score -7601370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -7601390.000000 Penalty: 5443.108398
	Iteration 101Q: 3 clusters Score -7601390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -7601421.500000 Penalty: 5443.108398
	Iteration 102Q: 3 clusters Score -7601422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -7601416.500000 Penalty: 5443.108398
	Iteration 103Q: 3 clusters Score -7601416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7601436.500000 Penalty: 5443.108398
	Iteration 104Q: 3 clusters Score -7601436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -7601445.000000 Penalty: 5443.108398
	Iteration 105Q: 3 clusters Score -7601445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -7601461.000000 Penalty: 5443.108398
	Iteration 106Q: 3 clusters Score -7601461 nChanged 44
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7601466 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7601476.000000 Penalty: 5443.108398
	Iteration 108Q: 3 clusters Score -7601476 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -7601496.500000 Penalty: 5443.108398
	Iteration 109Q: 3 clusters Score -7601496 nChanged 28
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Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -7601513.000000 Penalty: 5443.108398
	Iteration 110Q: 3 clusters Score -7601513 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -7601515.500000 Penalty: 5443.108398
	Iteration 111Q: 3 clusters Score -7601516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -7601528.000000 Penalty: 5443.108398
	Iteration 112Q: 3 clusters Score -7601528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7601523.500000 Penalty: 5443.108398
	Iteration 113Q: 3 clusters Score -7601524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -7601533.500000 Penalty: 5443.108398
	Iteration 114Q: 3 clusters Score -7601534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7601543.500000 Penalty: 5443.108398
	Iteration 115Q: 3 clusters Score -7601544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7601557.000000 Penalty: 5443.108398
	Iteration 116Q: 3 clusters Score -7601557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -7601548.000000 Penalty: 5443.108398
	Iteration 117Q: 3 clusters Score -7601548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7601546.500000 Penalty: 5443.108398
	Iteration 118Q: 3 clusters Score -7601546 nChanged 7
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Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7601548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -7601555.500000 Penalty: 5443.108398
	Iteration 120F: 3 clusters Score -7601556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7601556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7601557.000000 Penalty: 5443.108398
	Iteration 122Q: 3 clusters Score -7601557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -7601550.000000 Penalty: 5443.108398
	Iteration 123Q: 3 clusters Score -7601550 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -7601560.000000 Penalty: 5443.108398
	Iteration 124Q: 3 clusters Score -7601560 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -7601568.500000 Penalty: 5443.108398
	Iteration 125Q: 3 clusters Score -7601568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -7601577.000000 Penalty: 5443.108398
	Iteration 126Q: 3 clusters Score -7601577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -7601571.000000 Penalty: 5443.108398
	Iteration 127Q: 3 clusters Score -7601571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -7601573.500000 Penalty: 5443.108398
	Iteration 128Q: 3 clusters Score -7601574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -7601575.000000 Penalty: 5443.108398
	Iteration 129Q: 3 clusters Score -7601575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7601573.000000 Penalty: 5443.108398
	Iteration 130Q: 3 clusters Score -7601573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7601580.500000 Penalty: 5443.108398
	Iteration 131Q: 3 clusters Score -7601580 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7601582.000000 Penalty: 5443.108398
	Iteration 132Q: 3 clusters Score -7601582 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
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	Iteration 133F: 3 clusters Score -7601582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Entering Unmasked Estep 
Score: -4018207.750000 Penalty: 2563.179199
	Iteration 0F: 2 clusters Score -4018208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3997050.750000 Penalty: 5126.358398
	Iteration 0F: 3 clusters Score -3997051 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4004630.250000 Penalty: 5126.358398
	Iteration 1F: 3 clusters Score -4004630 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4005149.250000 Penalty: 5126.358398
	Iteration 2Q: 3 clusters Score -4005149 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4005730.500000 Penalty: 5126.358398
	Iteration 3Q: 3 clusters Score -4005730 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4006472.000000 Penalty: 5126.358398
	Iteration 4Q: 3 clusters Score -4006472 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4007590.750000 Penalty: 5126.358398
	Iteration 5F: 3 clusters Score -4007591 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4009244.250000 Penalty: 5126.358398
	Iteration 6F: 3 clusters Score -4009244 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4011334.000000 Penalty: 5126.358398
	Iteration 7F: 3 clusters Score -4011334 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4013432.500000 Penalty: 5126.358398
	Iteration 8F: 3 clusters Score -4013432 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4014837.000000 Penalty: 5126.358398
	Iteration 9Q: 3 clusters Score -4014837 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4015484.250000 Penalty: 5126.358398
	Iteration 10Q: 3 clusters Score -4015484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4015750.500000 Penalty: 5126.358398
	Iteration 11Q: 3 clusters Score -4015750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4015879.000000 Penalty: 5126.358398
	Iteration 12Q: 3 clusters Score -4015879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4015960.250000 Penalty: 5126.358398
	Iteration 13Q: 3 clusters Score -4015960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4016008.750000 Penalty: 5126.358398
	Iteration 14Q: 3 clusters Score -4016009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4016023.000000 Penalty: 5126.358398
	Iteration 15Q: 3 clusters Score -4016023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4016037.000000 Penalty: 5126.358398
	Iteration 16Q: 3 clusters Score -4016037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4016042.000000 Penalty: 5126.358398
	Iteration 17Q: 3 clusters Score -4016042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4016052.500000 Penalty: 5126.358398
	Iteration 18Q: 3 clusters Score -4016052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4016064.250000 Penalty: 5126.358398
	Iteration 19Q: 3 clusters Score -4016064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4016065.500000 Penalty: 5126.358398
	Iteration 20F: 3 clusters Score -4016066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4016068.500000 Penalty: 5126.358398
	Iteration 21Q: 3 clusters Score -4016068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4016068.500000 Penalty: 5126.358398
	Iteration 22F: 3 clusters Score -4016068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -1685432.125000 Penalty: 2361.439697
	Iteration 0F: 2 clusters Score -1685432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1675417.250000 Penalty: 4722.879395
	Iteration 0F: 3 clusters Score -1675417 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1678540.500000 Penalty: 4722.879395
	Iteration 1F: 3 clusters Score -1678540 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1678941.875000 Penalty: 4722.879395
	Iteration 2F: 3 clusters Score -1678942 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1679307.625000 Penalty: 4722.879395
	Iteration 3F: 3 clusters Score -1679308 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1679699.750000 Penalty: 4722.879395
	Iteration 4Q: 3 clusters Score -1679700 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1680050.000000 Penalty: 4722.879395
	Iteration 5Q: 3 clusters Score -1680050 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1680405.625000 Penalty: 4722.879395
	Iteration 6Q: 3 clusters Score -1680406 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1680777.375000 Penalty: 4722.879395
	Iteration 7Q: 3 clusters Score -1680777 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1681127.000000 Penalty: 4722.879395
	Iteration 8Q: 3 clusters Score -1681127 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1681533.000000 Penalty: 4722.879395
	Iteration 9Q: 3 clusters Score -1681533 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1681980.625000 Penalty: 4722.879395
	Iteration 10Q: 3 clusters Score -1681981 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1682447.375000 Penalty: 4722.879395
	Iteration 11Q: 3 clusters Score -1682447 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1682857.000000 Penalty: 4722.879395
	Iteration 12Q: 3 clusters Score -1682857 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1683183.750000 Penalty: 4722.879395
	Iteration 13Q: 3 clusters Score -1683184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1683441.500000 Penalty: 4722.879395
	Iteration 14Q: 3 clusters Score -1683442 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1683633.625000 Penalty: 4722.879395
	Iteration 15Q: 3 clusters Score -1683634 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1683767.375000 Penalty: 4722.879395
	Iteration 16Q: 3 clusters Score -1683767 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1683890.000000 Penalty: 4722.879395
	Iteration 17Q: 3 clusters Score -1683890 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1684002.750000 Penalty: 4722.879395
	Iteration 18Q: 3 clusters Score -1684003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1684090.875000 Penalty: 4722.879395
	Iteration 19Q: 3 clusters Score -1684091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1684180.750000 Penalty: 4722.879395
	Iteration 20F: 3 clusters Score -1684181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1684275.000000 Penalty: 4722.879395
	Iteration 21Q: 3 clusters Score -1684275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1684356.625000 Penalty: 4722.879395
	Iteration 22Q: 3 clusters Score -1684357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1684389.375000 Penalty: 4722.879395
	Iteration 23Q: 3 clusters Score -1684389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1684417.875000 Penalty: 4722.879395
	Iteration 24Q: 3 clusters Score -1684418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1684422.250000 Penalty: 4722.879395
	Iteration 25Q: 3 clusters Score -1684422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1684433.000000 Penalty: 4722.879395
	Iteration 26Q: 3 clusters Score -1684433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1684439.750000 Penalty: 4722.879395
	Iteration 27Q: 3 clusters Score -1684440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1684441.125000 Penalty: 4722.879395
	Iteration 28Q: 3 clusters Score -1684441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1684445.250000 Penalty: 4722.879395
	Iteration 29Q: 3 clusters Score -1684445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1684446.375000 Penalty: 4722.879395
	Iteration 30Q: 3 clusters Score -1684446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1684446.375000 Penalty: 4722.879395
	Iteration 31F: 3 clusters Score -1684446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Entering Unmasked Estep 
Score: -4407180.000000 Penalty: 2586.827881
	Iteration 0F: 2 clusters Score -4407180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4384027.500000 Penalty: 5173.655762
	Iteration 0F: 3 clusters Score -4384028 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4392280.500000 Penalty: 5173.655762
	Iteration 1F: 3 clusters Score -4392280 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4392723.000000 Penalty: 5173.655762
	Iteration 2Q: 3 clusters Score -4392723 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4393130.500000 Penalty: 5173.655762
	Iteration 3Q: 3 clusters Score -4393130 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4393465.000000 Penalty: 5173.655762
	Iteration 4Q: 3 clusters Score -4393465 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4393733.500000 Penalty: 5173.655762
	Iteration 5Q: 3 clusters Score -4393734 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4393998.000000 Penalty: 5173.655762
	Iteration 6Q: 3 clusters Score -4393998 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4394264.500000 Penalty: 5173.655762
	Iteration 7Q: 3 clusters Score -4394264 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4394559.000000 Penalty: 5173.655762
	Iteration 8Q: 3 clusters Score -4394559 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4394937.500000 Penalty: 5173.655762
	Iteration 9Q: 3 clusters Score -4394938 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4395398.500000 Penalty: 5173.655762
	Iteration 10Q: 3 clusters Score -4395398 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4395950.000000 Penalty: 5173.655762
	Iteration 11Q: 3 clusters Score -4395950 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4396664.500000 Penalty: 5173.655762
	Iteration 12Q: 3 clusters Score -4396664 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4397579.500000 Penalty: 5173.655762
	Iteration 13Q: 3 clusters Score -4397580 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4398641.000000 Penalty: 5173.655762
	Iteration 14Q: 3 clusters Score -4398641 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4399711.500000 Penalty: 5173.655762
	Iteration 15Q: 3 clusters Score -4399712 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4400729.000000 Penalty: 5173.655762
	Iteration 16Q: 3 clusters Score -4400729 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4401410.000000 Penalty: 5173.655762
	Iteration 17Q: 3 clusters Score -4401410 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4401818.000000 Penalty: 5173.655762
	Iteration 18Q: 3 clusters Score -4401818 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4402010.000000 Penalty: 5173.655762
	Iteration 19Q: 3 clusters Score -4402010 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4402164.000000 Penalty: 5173.655762
	Iteration 20F: 3 clusters Score -4402164 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4402283.000000 Penalty: 5173.655762
	Iteration 21Q: 3 clusters Score -4402283 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4402379.500000 Penalty: 5173.655762
	Iteration 22Q: 3 clusters Score -4402380 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4402478.000000 Penalty: 5173.655762
	Iteration 23Q: 3 clusters Score -4402478 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -4402538.500000 Penalty: 5173.655762
	Iteration 24Q: 3 clusters Score -4402538 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4402615.500000 Penalty: 5173.655762
	Iteration 25Q: 3 clusters Score -4402616 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4402692.000000 Penalty: 5173.655762
	Iteration 26Q: 3 clusters Score -4402692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4402755.000000 Penalty: 5173.655762
	Iteration 27Q: 3 clusters Score -4402755 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4402807.500000 Penalty: 5173.655762
	Iteration 28Q: 3 clusters Score -4402808 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4402856.500000 Penalty: 5173.655762
	Iteration 29Q: 3 clusters Score -4402856 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4402914.000000 Penalty: 5173.655762
	Iteration 30Q: 3 clusters Score -4402914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4402954.000000 Penalty: 5173.655762
	Iteration 31Q: 3 clusters Score -4402954 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4403021.000000 Penalty: 5173.655762
	Iteration 32Q: 3 clusters Score -4403021 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4403095.500000 Penalty: 5173.655762
	Iteration 33Q: 3 clusters Score -4403096 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4403150.500000 Penalty: 5173.655762
	Iteration 34Q: 3 clusters Score -4403150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4403234.000000 Penalty: 5173.655762
	Iteration 35Q: 3 clusters Score -4403234 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4403328.000000 Penalty: 5173.655762
	Iteration 36Q: 3 clusters Score -4403328 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4403395.000000 Penalty: 5173.655762
	Iteration 37Q: 3 clusters Score -4403395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4403452.500000 Penalty: 5173.655762
	Iteration 38Q: 3 clusters Score -4403452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4403522.500000 Penalty: 5173.655762
	Iteration 39Q: 3 clusters Score -4403522 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4403582.000000 Penalty: 5173.655762
	Iteration 40F: 3 clusters Score -4403582 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4403632.000000 Penalty: 5173.655762
	Iteration 41Q: 3 clusters Score -4403632 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4403709.000000 Penalty: 5173.655762
	Iteration 42Q: 3 clusters Score -4403709 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4403770.000000 Penalty: 5173.655762
	Iteration 43Q: 3 clusters Score -4403770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4403828.500000 Penalty: 5173.655762
	Iteration 44Q: 3 clusters Score -4403828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4403876.000000 Penalty: 5173.655762
	Iteration 45Q: 3 clusters Score -4403876 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4403935.000000 Penalty: 5173.655762
	Iteration 46Q: 3 clusters Score -4403935 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4404001.500000 Penalty: 5173.655762
	Iteration 47Q: 3 clusters Score -4404002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4404056.000000 Penalty: 5173.655762
	Iteration 48Q: 3 clusters Score -4404056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4404116.000000 Penalty: 5173.655762
	Iteration 49Q: 3 clusters Score -4404116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4404154.000000 Penalty: 5173.655762
	Iteration 50Q: 3 clusters Score -4404154 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4404210.000000 Penalty: 5173.655762
	Iteration 51Q: 3 clusters Score -4404210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4404268.000000 Penalty: 5173.655762
	Iteration 52Q: 3 clusters Score -4404268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4404294.500000 Penalty: 5173.655762
	Iteration 53Q: 3 clusters Score -4404294 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4404328.000000 Penalty: 5173.655762
	Iteration 54Q: 3 clusters Score -4404328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4404384.000000 Penalty: 5173.655762
	Iteration 55Q: 3 clusters Score -4404384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4404416.000000 Penalty: 5173.655762
	Iteration 56Q: 3 clusters Score -4404416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4404456.000000 Penalty: 5173.655762
	Iteration 57Q: 3 clusters Score -4404456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4404512.000000 Penalty: 5173.655762
	Iteration 58Q: 3 clusters Score -4404512 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4404550.000000 Penalty: 5173.655762
	Iteration 59Q: 3 clusters Score -4404550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4404597.500000 Penalty: 5173.655762
	Iteration 60F: 3 clusters Score -4404598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4404638.500000 Penalty: 5173.655762
	Iteration 61Q: 3 clusters Score -4404638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4404669.000000 Penalty: 5173.655762
	Iteration 62Q: 3 clusters Score -4404669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4404693.500000 Penalty: 5173.655762
	Iteration 63Q: 3 clusters Score -4404694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4404721.500000 Penalty: 5173.655762
	Iteration 64Q: 3 clusters Score -4404722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4404755.000000 Penalty: 5173.655762
	Iteration 65Q: 3 clusters Score -4404755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4404779.500000 Penalty: 5173.655762
	Iteration 66Q: 3 clusters Score -4404780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4404798.000000 Penalty: 5173.655762
	Iteration 67Q: 3 clusters Score -4404798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4404814.500000 Penalty: 5173.655762
	Iteration 68Q: 3 clusters Score -4404814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4404813.000000 Penalty: 5173.655762
	Iteration 69Q: 3 clusters Score -4404813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4404829.000000 Penalty: 5173.655762
	Iteration 70Q: 3 clusters Score -4404829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4404837.000000 Penalty: 5173.655762
	Iteration 71Q: 3 clusters Score -4404837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4404843.500000 Penalty: 5173.655762
	Iteration 72Q: 3 clusters Score -4404844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4404848.000000 Penalty: 5173.655762
	Iteration 73Q: 3 clusters Score -4404848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4404855.000000 Penalty: 5173.655762
	Iteration 74Q: 3 clusters Score -4404855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4404859.500000 Penalty: 5173.655762
	Iteration 75Q: 3 clusters Score -4404860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4404867.500000 Penalty: 5173.655762
	Iteration 76Q: 3 clusters Score -4404868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4404875.500000 Penalty: 5173.655762
	Iteration 77Q: 3 clusters Score -4404876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4404871.000000 Penalty: 5173.655762
	Iteration 78Q: 3 clusters Score -4404871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4404878.000000 Penalty: 5173.655762
	Iteration 79Q: 3 clusters Score -4404878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4404886.500000 Penalty: 5173.655762
	Iteration 80F: 3 clusters Score -4404886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4404886.500000 Penalty: 5173.655762
	Iteration 81Q: 3 clusters Score -4404886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4404891.000000 Penalty: 5173.655762
	Iteration 82Q: 3 clusters Score -4404891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4404896.500000 Penalty: 5173.655762
	Iteration 83Q: 3 clusters Score -4404896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4404904.000000 Penalty: 5173.655762
	Iteration 84Q: 3 clusters Score -4404904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4404905.000000 Penalty: 5173.655762
	Iteration 85Q: 3 clusters Score -4404905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4404914.500000 Penalty: 5173.655762
	Iteration 86Q: 3 clusters Score -4404914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4404916.000000 Penalty: 5173.655762
	Iteration 87Q: 3 clusters Score -4404916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4404929.000000 Penalty: 5173.655762
	Iteration 88Q: 3 clusters Score -4404929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4404922.500000 Penalty: 5173.655762
	Iteration 89Q: 3 clusters Score -4404922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4404921.000000 Penalty: 5173.655762
	Iteration 90Q: 3 clusters Score -4404921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4404938.500000 Penalty: 5173.655762
	Iteration 91Q: 3 clusters Score -4404938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 5173.655762
	Iteration 92Q: 3 clusters Score -4404942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4404949.500000 Penalty: 5173.655762
	Iteration 93Q: 3 clusters Score -4404950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4404953.500000 Penalty: 5173.655762
	Iteration 94Q: 3 clusters Score -4404954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4404954.500000 Penalty: 5173.655762
	Iteration 95Q: 3 clusters Score -4404954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4404963.500000 Penalty: 5173.655762
	Iteration 96Q: 3 clusters Score -4404964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4404973.000000 Penalty: 5173.655762
	Iteration 97Q: 3 clusters Score -4404973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4404981.000000 Penalty: 5173.655762
	Iteration 98Q: 3 clusters Score -4404981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4404983.000000 Penalty: 5173.655762
	Iteration 99Q: 3 clusters Score -4404983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4404990.000000 Penalty: 5173.655762
	Iteration 100F: 3 clusters Score -4404990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4405004.000000 Penalty: 5173.655762
	Iteration 101Q: 3 clusters Score -4405004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4405007.500000 Penalty: 5173.655762
	Iteration 102Q: 3 clusters Score -4405008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4405018.500000 Penalty: 5173.655762
	Iteration 103Q: 3 clusters Score -4405018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4405017.500000 Penalty: 5173.655762
	Iteration 104Q: 3 clusters Score -4405018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4405029.000000 Penalty: 5173.655762
	Iteration 105Q: 3 clusters Score -4405029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4405031.000000 Penalty: 5173.655762
	Iteration 106Q: 3 clusters Score -4405031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4405031.500000 Penalty: 5173.655762
	Iteration 107Q: 3 clusters Score -4405032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4405035.000000 Penalty: 5173.655762
	Iteration 108Q: 3 clusters Score -4405035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4405034.500000 Penalty: 5173.655762
	Iteration 109Q: 3 clusters Score -4405034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4405039.500000 Penalty: 5173.655762
	Iteration 110Q: 3 clusters Score -4405040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4405040.000000 Penalty: 5173.655762
	Iteration 111Q: 3 clusters Score -4405040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4405048.000000 Penalty: 5173.655762
	Iteration 112Q: 3 clusters Score -4405048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4405048.000000 Penalty: 5173.655762
	Iteration 113Q: 3 clusters Score -4405048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4405047.000000 Penalty: 5173.655762
	Iteration 114Q: 3 clusters Score -4405047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4405047.000000 Penalty: 5173.655762
	Iteration 115F: 3 clusters Score -4405047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -85805.359375 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -85805.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84028.515625 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -84028.52 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84322.398438 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -84322.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84432.156250 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -84432.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84468.312500 Penalty: 3297.896240
	Iteration 3Q: 3 clusters Score -84468.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84508.023438 Penalty: 3297.896240
	Iteration 4Q: 3 clusters Score -84508.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84576.742188 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -84576.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84607.195312 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -84607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84626.867188 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -84626.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84655.039062 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -84655.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84701.734375 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -84701.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84770.257812 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -84770.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84858.828125 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -84858.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84956.718750 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -84956.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85009.726562 Penalty: 3297.896240
	Iteration 13Q: 3 clusters Score -85009.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85036.109375 Penalty: 3297.896240
	Iteration 14Q: 3 clusters Score -85036.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85058.101562 Penalty: 3297.896240
	Iteration 15Q: 3 clusters Score -85058.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85085.640625 Penalty: 3297.896240
	Iteration 16Q: 3 clusters Score -85085.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85138.734375 Penalty: 3297.896240
	Iteration 17Q: 3 clusters Score -85138.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85214.484375 Penalty: 3297.896240
	Iteration 18Q: 3 clusters Score -85214.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85335.117188 Penalty: 3297.896240
	Iteration 19Q: 3 clusters Score -85335.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85613.148438 Penalty: 3297.896240
	Iteration 20F: 3 clusters Score -85613.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85945.054688 Penalty: 3297.896240
	Iteration 21Q: 3 clusters Score -85945.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86146.632812 Penalty: 3297.896240
	Iteration 22Q: 3 clusters Score -86146.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86227.250000 Penalty: 3297.896240
	Iteration 23Q: 3 clusters Score -86227.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86264.351562 Penalty: 3297.896240
	Iteration 24Q: 3 clusters Score -86264.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86281.296875 Penalty: 3297.896240
	Iteration 25Q: 3 clusters Score -86281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86294.460938 Penalty: 3297.896240
	Iteration 26Q: 3 clusters Score -86294.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86307.273438 Penalty: 3297.896240
	Iteration 27Q: 3 clusters Score -86307.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86314.859375 Penalty: 3297.896240
	Iteration 28Q: 3 clusters Score -86314.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86336.421875 Penalty: 3297.896240
	Iteration 29Q: 3 clusters Score -86336.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86361.304688 Penalty: 3297.896240
	Iteration 30Q: 3 clusters Score -86361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86457.000000 Penalty: 3297.896240
	Iteration 31Q: 3 clusters Score -86457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86623.203125 Penalty: 3297.896240
	Iteration 32Q: 3 clusters Score -86623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86625.812500 Penalty: 3297.896240
	Iteration 33Q: 3 clusters Score -86625.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86625.812500 Penalty: 3297.896240
	Iteration 34F: 3 clusters Score -86625.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174390 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174123 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186238 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58338 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 448 members 
Entering Unmasked Estep 
Score: -166436112.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166437296.000000 to -166436112.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167695 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 174390 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174123 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186238 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58338 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 479Q: 22 clusters Score -1.664373e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173713 members 
Mstep: Class 3 contains 170605 members 
Mstep: Class 4 contains 167690 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174398 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174124 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186237 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13655 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 73383.539062
Iteration 480F: 22 clusters Score -1.664373e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170605 members 
Mstep: Class 4 contains 167686 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174401 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174122 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186237 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33886 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 481Q: 22 clusters Score -1.664374e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173717 members 
Mstep: Class 3 contains 170608 members 
Mstep: Class 4 contains 167682 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174401 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174120 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186236 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 13657 members 
Mstep: Class 20 contains 33887 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 482Q: 22 clusters Score -1.664374e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167677 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174401 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174124 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186233 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58335 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 13657 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 483Q: 22 clusters Score -1.664374e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173715 members 
Mstep: Class 3 contains 170610 members 
Mstep: Class 4 contains 167674 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174402 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174126 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186231 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 484Q: 22 clusters Score -1.664374e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173715 members 
Mstep: Class 3 contains 170611 members 
Mstep: Class 4 contains 167673 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26167 members 
Mstep: Class 9 contains 174398 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174127 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186233 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58337 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 73383.539062
Iteration 485Q: 22 clusters Score -1.664374e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173713 members 
Mstep: Class 3 contains 170615 members 
Mstep: Class 4 contains 167675 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 174391 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174131 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186230 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58336 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 486Q: 22 clusters Score -1.664374e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173714 members 
Mstep: Class 3 contains 170618 members 
Mstep: Class 4 contains 167667 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26170 members 
Mstep: Class 9 contains 174389 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174140 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186225 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33888 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 73383.539062
Iteration 487Q: 22 clusters Score -1.664374e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173719 members 
Mstep: Class 3 contains 170618 members 
Mstep: Class 4 contains 167660 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26171 members 
Mstep: Class 9 contains 174385 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174149 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186220 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58333 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33890 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 73383.539062
Iteration 488Q: 22 clusters Score -1.664375e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173721 members 
Mstep: Class 3 contains 170621 members 
Mstep: Class 4 contains 167659 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26171 members 
Mstep: Class 9 contains 174381 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174155 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186214 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33890 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 73383.539062
Iteration 489Q: 22 clusters Score -1.664375e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173726 members 
Mstep: Class 3 contains 170622 members 
Mstep: Class 4 contains 167661 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26171 members 
Mstep: Class 9 contains 174369 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174164 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186211 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58333 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33891 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 490Q: 22 clusters Score -1.664375e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173730 members 
Mstep: Class 3 contains 170628 members 
Mstep: Class 4 contains 167661 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174353 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174174 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 186206 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58335 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33890 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437456.000000 Penalty: 73383.539062
Iteration 491Q: 22 clusters Score -1.664375e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173732 members 
Mstep: Class 3 contains 170632 members 
Mstep: Class 4 contains 167662 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26173 members 
Mstep: Class 9 contains 174345 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174177 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186200 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58339 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437488.000000 Penalty: 73383.539062
Iteration 492Q: 22 clusters Score -1.664375e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173733 members 
Mstep: Class 3 contains 170632 members 
Mstep: Class 4 contains 167659 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26174 members 
Mstep: Class 9 contains 174345 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174181 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186191 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58343 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33892 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437456.000000 Penalty: 73383.539062
Iteration 493Q: 22 clusters Score -1.664375e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 170632 members 
Mstep: Class 4 contains 167660 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174341 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174187 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186184 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58344 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 73383.539062
Iteration 494Q: 22 clusters Score -1.664374e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173736 members 
Mstep: Class 3 contains 170630 members 
Mstep: Class 4 contains 167657 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174344 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174190 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186179 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 73383.539062
Iteration 495Q: 22 clusters Score -1.664374e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170628 members 
Mstep: Class 4 contains 167657 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174344 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174192 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186177 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 73383.539062
Iteration 496Q: 22 clusters Score -1.664374e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173739 members 
Mstep: Class 3 contains 170627 members 
Mstep: Class 4 contains 167660 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174344 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174188 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186176 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 497Q: 22 clusters Score -1.664375e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 170626 members 
Mstep: Class 4 contains 167665 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174346 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174188 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186171 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 498Q: 22 clusters Score -1.664375e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173740 members 
Mstep: Class 3 contains 170623 members 
Mstep: Class 4 contains 167666 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69209 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174343 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174188 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186171 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 73383.539062
Iteration 499Q: 22 clusters Score -1.664375e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 173742 members 
Mstep: Class 3 contains 170623 members 
Mstep: Class 4 contains 167673 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 69208 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 174342 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 174180 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 186170 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 30812 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437456.000000 Penalty: 73383.539062
Iteration 500F: 22 clusters Score -1.664375e+08 nChanged 32
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -501335040.000000 Penalty: 79105.109375
20->22 Clusters: Score -501335040.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 65393 members 
Mstep: Class 3 contains 65929 members 
Mstep: Class 4 contains 65720 members 
Mstep: Class 5 contains 66161 members 
Mstep: Class 6 contains 65893 members 
Mstep: Class 7 contains 65841 members 
Mstep: Class 8 contains 66034 members 
Mstep: Class 9 contains 65979 members 
Mstep: Class 10 contains 65366 members 
Mstep: Class 11 contains 65823 members 
Mstep: Class 12 contains 65891 members 
Mstep: Class 13 contains 65725 members 
Mstep: Class 14 contains 65936 members 
Mstep: Class 15 contains 65689 members 
Mstep: Class 16 contains 65945 members 
Mstep: Class 17 contains 65988 members 
Mstep: Class 18 contains 65947 members 
Mstep: Class 19 contains 65652 members 
Mstep: Class 20 contains 65747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 586.731018 but Gain 3494.460938
Score: -160394624.000000 Penalty: 66394.625000
Iteration 0F: 20 clusters Score -1.603946e+08 nChanged 1247163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2831 members 
Mstep: Class 2 contains 26554 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 53945 members 
Mstep: Class 5 contains 101931 members 
Mstep: Class 6 contains 30942 members 
Mstep: Class 7 contains 60120 members 
Mstep: Class 8 contains 296081 members 
Mstep: Class 9 contains 122677 members 
Mstep: Class 10 contains 129254 members 
Mstep: Class 11 contains 14881 members 
Mstep: Class 12 contains 108973 members 
Mstep: Class 13 contains 33675 members 
Mstep: Class 14 contains 72196 members 
Mstep: Class 15 contains 27395 members 
Mstep: Class 16 contains 118258 members 
Mstep: Class 17 contains 42346 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 19831 members 
Mstep: Class 20 contains 22849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -164659936.000000 Penalty: 66394.625000
Iteration 1F: 20 clusters Score -1.646599e+08 nChanged 464831
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 2 contains 16916 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 35092 members 
Mstep: Class 5 contains 86694 members 
Mstep: Class 6 contains 22218 members 
Mstep: Class 7 contains 40734 members 
Mstep: Class 8 contains 400141 members 
Mstep: Class 9 contains 172431 members 
Mstep: Class 10 contains 129908 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 102391 members 
Mstep: Class 13 contains 34274 members 
Mstep: Class 14 contains 55565 members 
Mstep: Class 15 contains 17617 members 
Mstep: Class 16 contains 107712 members 
Mstep: Class 17 contains 39109 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3297.241943 but Gain 3494.449219
Score: -164995664.000000 Penalty: 62900.175781
Iteration 2F: 19 clusters Score -1.649957e+08 nChanged 342811
Entering Unmasked Mstep 
Mstep: Class 0 contains 2513 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 4 contains 23580 members 
Mstep: Class 5 contains 80409 members 
Mstep: Class 6 contains 17913 members 
Mstep: Class 7 contains 33787 members 
Mstep: Class 8 contains 327346 members 
Mstep: Class 9 contains 248678 members 
Mstep: Class 10 contains 166544 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 126544 members 
Mstep: Class 13 contains 33512 members 
Mstep: Class 14 contains 48114 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 111652 members 
Mstep: Class 17 contains 38993 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 13204 members 
Mstep: Class 20 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3465.186768 but Gain 3494.457031
Score: -165342160.000000 Penalty: 59405.718750
Iteration 3F: 18 clusters Score -1.653422e+08 nChanged 292200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2497 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 62685 members 
Mstep: Class 6 contains 12374 members 
Mstep: Class 7 contains 25457 members 
Mstep: Class 8 contains 273153 members 
Mstep: Class 9 contains 294174 members 
Mstep: Class 10 contains 217163 members 
Mstep: Class 12 contains 163971 members 
Mstep: Class 13 contains 28334 members 
Mstep: Class 14 contains 39727 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 108225 members 
Mstep: Class 17 contains 37053 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 11927 members 
Mstep: Class 20 contains 7366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165511008.000000 Penalty: 59405.718750
Iteration 4F: 18 clusters Score -1.65511e+08 nChanged 250865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2317 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 48528 members 
Mstep: Class 6 contains 9129 members 
Mstep: Class 7 contains 19887 members 
Mstep: Class 8 contains 243418 members 
Mstep: Class 9 contains 273157 members 
Mstep: Class 10 contains 283395 members 
Mstep: Class 12 contains 196259 members 
Mstep: Class 13 contains 23859 members 
Mstep: Class 14 contains 30867 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 109965 members 
Mstep: Class 17 contains 36644 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3126.617432 but Gain 3494.453125
Score: -165681824.000000 Penalty: 55911.265625
Iteration 5F: 17 clusters Score -1.656818e+08 nChanged 200873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1370 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 5 contains 39282 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 16437 members 
Mstep: Class 8 contains 234341 members 
Mstep: Class 9 contains 243353 members 
Mstep: Class 10 contains 316784 members 
Mstep: Class 12 contains 225253 members 
Mstep: Class 13 contains 20617 members 
Mstep: Class 14 contains 23803 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 120093 members 
Mstep: Class 17 contains 36273 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165913344.000000 Penalty: 55911.265625
Iteration 6F: 17 clusters Score -1.659133e+08 nChanged 152854
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 5 contains 32785 members 
Mstep: Class 6 contains 8245 members 
Mstep: Class 7 contains 14139 members 
Mstep: Class 8 contains 231763 members 
Mstep: Class 9 contains 230711 members 
Mstep: Class 10 contains 307272 members 
Mstep: Class 12 contains 251017 members 
Mstep: Class 13 contains 18181 members 
Mstep: Class 14 contains 18429 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 136917 members 
Mstep: Class 17 contains 35662 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 15439 members 
Mstep: Class 20 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2991.542480 but Gain 3494.453125
Score: -165999488.000000 Penalty: 52416.812500
Iteration 7F: 16 clusters Score -1.659995e+08 nChanged 133829
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 5 contains 28216 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 12772 members 
Mstep: Class 8 contains 227831 members 
Mstep: Class 9 contains 226573 members 
Mstep: Class 10 contains 275581 members 
Mstep: Class 12 contains 278674 members 
Mstep: Class 13 contains 17051 members 
Mstep: Class 14 contains 14317 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 162827 members 
Mstep: Class 17 contains 35476 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 16804 members 
Mstep: Class 20 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2750.249268 but Gain 3494.453125
Score: -166087280.000000 Penalty: 48922.359375
Iteration 8F: 15 clusters Score -1.660873e+08 nChanged 127818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 24714 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 219876 members 
Mstep: Class 9 contains 218614 members 
Mstep: Class 10 contains 238411 members 
Mstep: Class 12 contains 305631 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 16 contains 198783 members 
Mstep: Class 17 contains 34666 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 18283 members 
Mstep: Class 20 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166152480.000000 Penalty: 48922.359375
Iteration 9F: 15 clusters Score -1.661525e+08 nChanged 135713
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 22010 members 
Mstep: Class 6 contains 10412 members 
Mstep: Class 7 contains 10626 members 
Mstep: Class 8 contains 204772 members 
Mstep: Class 9 contains 195926 members 
Mstep: Class 10 contains 196328 members 
Mstep: Class 12 contains 330182 members 
Mstep: Class 13 contains 16339 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 16 contains 258933 members 
Mstep: Class 17 contains 34023 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 19951 members 
Mstep: Class 20 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166175136.000000 Penalty: 48922.359375
Iteration 10F: 15 clusters Score -1.661751e+08 nChanged 142006
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 11544 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 189314 members 
Mstep: Class 9 contains 163510 members 
Mstep: Class 10 contains 162521 members 
Mstep: Class 12 contains 347519 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 16 contains 322809 members 
Mstep: Class 17 contains 34881 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 21895 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166145856.000000 Penalty: 48922.359375
Iteration 11F: 15 clusters Score -1.661459e+08 nChanged 117336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 12961 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 185709 members 
Mstep: Class 9 contains 148304 members 
Mstep: Class 10 contains 158694 members 
Mstep: Class 12 contains 348574 members 
Mstep: Class 13 contains 18077 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 16 contains 338418 members 
Mstep: Class 17 contains 37338 members 
Mstep: Class 18 contains 2962 members 
Mstep: Class 19 contains 23984 members 
Mstep: Class 20 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166129056.000000 Penalty: 48922.359375
Iteration 12F: 15 clusters Score -1.661291e+08 nChanged 90913
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 21334 members 
Mstep: Class 6 contains 14235 members 
Mstep: Class 7 contains 8505 members 
Mstep: Class 8 contains 190847 members 
Mstep: Class 9 contains 152984 members 
Mstep: Class 10 contains 168782 members 
Mstep: Class 12 contains 346925 members 
Mstep: Class 13 contains 20121 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 16 contains 311907 members 
Mstep: Class 17 contains 41059 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 25544 members 
Mstep: Class 20 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166176048.000000 Penalty: 48922.359375
Iteration 13F: 15 clusters Score -1.66176e+08 nChanged 71059
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 21321 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 190263 members 
Mstep: Class 9 contains 157615 members 
Mstep: Class 10 contains 169187 members 
Mstep: Class 12 contains 344948 members 
Mstep: Class 13 contains 22391 members 
Mstep: Class 14 contains 5245 members 
Mstep: Class 16 contains 301816 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166193344.000000 Penalty: 48922.359375
Iteration 14F: 15 clusters Score -1.661933e+08 nChanged 60774
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 21194 members 
Mstep: Class 6 contains 16535 members 
Mstep: Class 7 contains 7402 members 
Mstep: Class 8 contains 189125 members 
Mstep: Class 9 contains 165157 members 
Mstep: Class 10 contains 169735 members 
Mstep: Class 12 contains 341118 members 
Mstep: Class 13 contains 24927 members 
Mstep: Class 14 contains 4952 members 
Mstep: Class 16 contains 290661 members 
Mstep: Class 17 contains 49815 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 27253 members 
Mstep: Class 20 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166208528.000000 Penalty: 48922.359375
Iteration 15Q: 15 clusters Score -1.662085e+08 nChanged 50362
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 20927 members 
Mstep: Class 6 contains 17667 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 187999 members 
Mstep: Class 9 contains 175408 members 
Mstep: Class 10 contains 170361 members 
Mstep: Class 12 contains 336417 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 16 contains 277311 members 
Mstep: Class 17 contains 54859 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 27615 members 
Mstep: Class 20 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166224000.000000 Penalty: 48922.359375
Iteration 16Q: 15 clusters Score -1.66224e+08 nChanged 43806
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 20569 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 6927 members 
Mstep: Class 8 contains 186379 members 
Mstep: Class 9 contains 186050 members 
Mstep: Class 10 contains 170381 members 
Mstep: Class 12 contains 332396 members 
Mstep: Class 13 contains 30578 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 16 contains 263239 members 
Mstep: Class 17 contains 60405 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 27745 members 
Mstep: Class 20 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166239776.000000 Penalty: 48922.359375
Iteration 17Q: 15 clusters Score -1.662398e+08 nChanged 40061
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 20155 members 
Mstep: Class 6 contains 20013 members 
Mstep: Class 7 contains 6919 members 
Mstep: Class 8 contains 184474 members 
Mstep: Class 9 contains 195247 members 
Mstep: Class 10 contains 170223 members 
Mstep: Class 12 contains 328754 members 
Mstep: Class 13 contains 33724 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 16 contains 250152 members 
Mstep: Class 17 contains 66212 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 27749 members 
Mstep: Class 20 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166253216.000000 Penalty: 48922.359375
Iteration 18Q: 15 clusters Score -1.662532e+08 nChanged 37404
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 19717 members 
Mstep: Class 6 contains 21345 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 182175 members 
Mstep: Class 9 contains 201532 members 
Mstep: Class 10 contains 169963 members 
Mstep: Class 12 contains 326012 members 
Mstep: Class 13 contains 37044 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 16 contains 238874 members 
Mstep: Class 17 contains 72467 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 27610 members 
Mstep: Class 20 contains 5634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166264656.000000 Penalty: 48922.359375
Iteration 19Q: 15 clusters Score -1.662647e+08 nChanged 34816
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 19217 members 
Mstep: Class 6 contains 22810 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 179592 members 
Mstep: Class 9 contains 203854 members 
Mstep: Class 10 contains 170561 members 
Mstep: Class 12 contains 323992 members 
Mstep: Class 13 contains 40559 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 16 contains 229889 members 
Mstep: Class 17 contains 78806 members 
Mstep: Class 18 contains 2976 members 
Mstep: Class 19 contains 27352 members 
Mstep: Class 20 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166274912.000000 Penalty: 48922.359375
Iteration 20F: 15 clusters Score -1.662749e+08 nChanged 32687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 18709 members 
Mstep: Class 6 contains 24367 members 
Mstep: Class 7 contains 7687 members 
Mstep: Class 8 contains 176920 members 
Mstep: Class 9 contains 203435 members 
Mstep: Class 10 contains 171666 members 
Mstep: Class 12 contains 322209 members 
Mstep: Class 13 contains 44358 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 16 contains 222349 members 
Mstep: Class 17 contains 85234 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 27078 members 
Mstep: Class 20 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166284528.000000 Penalty: 48922.359375
Iteration 21Q: 15 clusters Score -1.662845e+08 nChanged 30571
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 18296 members 
Mstep: Class 6 contains 25966 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 174471 members 
Mstep: Class 9 contains 201249 members 
Mstep: Class 10 contains 173253 members 
Mstep: Class 12 contains 320113 members 
Mstep: Class 13 contains 48204 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 16 contains 216070 members 
Mstep: Class 17 contains 91617 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 26767 members 
Mstep: Class 20 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166293216.000000 Penalty: 48922.359375
Iteration 22Q: 15 clusters Score -1.662932e+08 nChanged 28710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 17900 members 
Mstep: Class 6 contains 27638 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 172639 members 
Mstep: Class 9 contains 198144 members 
Mstep: Class 10 contains 174639 members 
Mstep: Class 12 contains 318198 members 
Mstep: Class 13 contains 52191 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 16 contains 210481 members 
Mstep: Class 17 contains 97355 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 26382 members 
Mstep: Class 20 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166300400.000000 Penalty: 48922.359375
Iteration 23Q: 15 clusters Score -1.663004e+08 nChanged 27099
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 17507 members 
Mstep: Class 6 contains 29297 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 171024 members 
Mstep: Class 9 contains 194798 members 
Mstep: Class 10 contains 175865 members 
Mstep: Class 12 contains 316473 members 
Mstep: Class 13 contains 56283 members 
Mstep: Class 14 contains 3756 members 
Mstep: Class 16 contains 205145 members 
Mstep: Class 17 contains 102747 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 25980 members 
Mstep: Class 20 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166306816.000000 Penalty: 48922.359375
Iteration 24Q: 15 clusters Score -1.663068e+08 nChanged 25939
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 17163 members 
Mstep: Class 6 contains 31004 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 169499 members 
Mstep: Class 9 contains 191638 members 
Mstep: Class 10 contains 176597 members 
Mstep: Class 12 contains 314891 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 3742 members 
Mstep: Class 16 contains 199868 members 
Mstep: Class 17 contains 107997 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 25535 members 
Mstep: Class 20 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166312656.000000 Penalty: 48922.359375
Iteration 25Q: 15 clusters Score -1.663127e+08 nChanged 25200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 16875 members 
Mstep: Class 6 contains 32697 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 168169 members 
Mstep: Class 9 contains 188516 members 
Mstep: Class 10 contains 177056 members 
Mstep: Class 12 contains 313308 members 
Mstep: Class 13 contains 64712 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 16 contains 194859 members 
Mstep: Class 17 contains 112863 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166318848.000000 Penalty: 48922.359375
Iteration 26Q: 15 clusters Score -1.663188e+08 nChanged 24156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 16591 members 
Mstep: Class 6 contains 34277 members 
Mstep: Class 7 contains 10702 members 
Mstep: Class 8 contains 166982 members 
Mstep: Class 9 contains 185488 members 
Mstep: Class 10 contains 177353 members 
Mstep: Class 12 contains 312057 members 
Mstep: Class 13 contains 68935 members 
Mstep: Class 14 contains 3717 members 
Mstep: Class 16 contains 190037 members 
Mstep: Class 17 contains 117284 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 24623 members 
Mstep: Class 20 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166326048.000000 Penalty: 48922.359375
Iteration 27Q: 15 clusters Score -1.66326e+08 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 16368 members 
Mstep: Class 6 contains 35751 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 165883 members 
Mstep: Class 9 contains 182713 members 
Mstep: Class 10 contains 177251 members 
Mstep: Class 12 contains 310561 members 
Mstep: Class 13 contains 73053 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 16 contains 186165 members 
Mstep: Class 17 contains 121169 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 24189 members 
Mstep: Class 20 contains 5523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166330880.000000 Penalty: 48922.359375
Iteration 28Q: 15 clusters Score -1.663309e+08 nChanged 22352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 16132 members 
Mstep: Class 6 contains 37193 members 
Mstep: Class 7 contains 11795 members 
Mstep: Class 8 contains 164941 members 
Mstep: Class 9 contains 180132 members 
Mstep: Class 10 contains 176922 members 
Mstep: Class 12 contains 308780 members 
Mstep: Class 13 contains 77017 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 16 contains 183210 members 
Mstep: Class 17 contains 124417 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 23807 members 
Mstep: Class 20 contains 5523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166334912.000000 Penalty: 48922.359375
Iteration 29Q: 15 clusters Score -1.663349e+08 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 15888 members 
Mstep: Class 6 contains 38608 members 
Mstep: Class 7 contains 12353 members 
Mstep: Class 8 contains 164119 members 
Mstep: Class 9 contains 177810 members 
Mstep: Class 10 contains 176269 members 
Mstep: Class 12 contains 307185 members 
Mstep: Class 13 contains 80902 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 16 contains 180455 members 
Mstep: Class 17 contains 127334 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 23439 members 
Mstep: Class 20 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166340016.000000 Penalty: 48922.359375
Iteration 30Q: 15 clusters Score -1.6634e+08 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 15617 members 
Mstep: Class 6 contains 39943 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 163334 members 
Mstep: Class 9 contains 175901 members 
Mstep: Class 10 contains 175332 members 
Mstep: Class 12 contains 305631 members 
Mstep: Class 13 contains 84689 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 16 contains 177994 members 
Mstep: Class 17 contains 129882 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 23136 members 
Mstep: Class 20 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166344080.000000 Penalty: 48922.359375
Iteration 31Q: 15 clusters Score -1.663441e+08 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 15371 members 
Mstep: Class 6 contains 41132 members 
Mstep: Class 7 contains 13534 members 
Mstep: Class 8 contains 162522 members 
Mstep: Class 9 contains 174249 members 
Mstep: Class 10 contains 174348 members 
Mstep: Class 12 contains 303961 members 
Mstep: Class 13 contains 88369 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 16 contains 176005 members 
Mstep: Class 17 contains 132135 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 22844 members 
Mstep: Class 20 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166348304.000000 Penalty: 48922.359375
Iteration 32Q: 15 clusters Score -1.663483e+08 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 15162 members 
Mstep: Class 6 contains 42142 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 8 contains 161699 members 
Mstep: Class 9 contains 172848 members 
Mstep: Class 10 contains 173249 members 
Mstep: Class 12 contains 302251 members 
Mstep: Class 13 contains 91711 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 16 contains 174535 members 
Mstep: Class 17 contains 134228 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22623 members 
Mstep: Class 20 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166351712.000000 Penalty: 48922.359375
Iteration 33Q: 15 clusters Score -1.663517e+08 nChanged 19698
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 5 contains 14988 members 
Mstep: Class 6 contains 43004 members 
Mstep: Class 7 contains 14660 members 
Mstep: Class 8 contains 160753 members 
Mstep: Class 9 contains 171638 members 
Mstep: Class 10 contains 172213 members 
Mstep: Class 12 contains 300356 members 
Mstep: Class 13 contains 94918 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 16 contains 173371 members 
Mstep: Class 17 contains 136249 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22476 members 
Mstep: Class 20 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166356096.000000 Penalty: 48922.359375
Iteration 34Q: 15 clusters Score -1.663561e+08 nChanged 19077
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 14844 members 
Mstep: Class 6 contains 43696 members 
Mstep: Class 7 contains 15180 members 
Mstep: Class 8 contains 159803 members 
Mstep: Class 9 contains 170630 members 
Mstep: Class 10 contains 171242 members 
Mstep: Class 12 contains 298197 members 
Mstep: Class 13 contains 97902 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 16 contains 172661 members 
Mstep: Class 17 contains 138198 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166359040.000000 Penalty: 48922.359375
Iteration 35Q: 15 clusters Score -1.66359e+08 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 14708 members 
Mstep: Class 6 contains 44271 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 158698 members 
Mstep: Class 9 contains 169875 members 
Mstep: Class 10 contains 170350 members 
Mstep: Class 12 contains 295790 members 
Mstep: Class 13 contains 100691 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 16 contains 172096 members 
Mstep: Class 17 contains 140365 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22271 members 
Mstep: Class 20 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166361264.000000 Penalty: 48922.359375
Iteration 36Q: 15 clusters Score -1.663613e+08 nChanged 18234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 14596 members 
Mstep: Class 6 contains 44706 members 
Mstep: Class 7 contains 16108 members 
Mstep: Class 8 contains 157529 members 
Mstep: Class 9 contains 169251 members 
Mstep: Class 10 contains 169569 members 
Mstep: Class 12 contains 293080 members 
Mstep: Class 13 contains 103372 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 16 contains 171690 members 
Mstep: Class 17 contains 142715 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22228 members 
Mstep: Class 20 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166363968.000000 Penalty: 48922.359375
Iteration 37Q: 15 clusters Score -1.66364e+08 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 14544 members 
Mstep: Class 6 contains 45001 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 8 contains 156353 members 
Mstep: Class 9 contains 168768 members 
Mstep: Class 10 contains 168845 members 
Mstep: Class 12 contains 290148 members 
Mstep: Class 13 contains 105937 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 16 contains 171368 members 
Mstep: Class 17 contains 145196 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 22206 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166366496.000000 Penalty: 48922.359375
Iteration 38Q: 15 clusters Score -1.663665e+08 nChanged 17115
Entering ConstructFrom: 
Score: -166366496.000000 Penalty: 48922.359375
Entering ConstructFrom: 
Trying to split cluster 5 (14516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Entering Unmasked Estep 
Score: -1784013.125000 Penalty: 2376.585693
	Iteration 0F: 2 clusters Score -1784013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1773514.250000 Penalty: 4753.171387
	Iteration 0F: 3 clusters Score -1773514 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1776942.375000 Penalty: 4753.171387
	Iteration 1F: 3 clusters Score -1776942 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1777414.500000 Penalty: 4753.171387
	Iteration 2F: 3 clusters Score -1777414 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1777919.250000 Penalty: 4753.171387
	Iteration 3F: 3 clusters Score -1777919 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1778386.000000 Penalty: 4753.171387
	Iteration 4F: 3 clusters Score -1778386 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1778851.250000 Penalty: 4753.171387
	Iteration 5F: 3 clusters Score -1778851 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1779449.125000 Penalty: 4753.171387
	Iteration 6F: 3 clusters Score -1779449 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1780263.375000 Penalty: 4753.171387
	Iteration 7F: 3 clusters Score -1780263 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1781251.750000 Penalty: 4753.171387
	Iteration 8F: 3 clusters Score -1781252 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1782130.250000 Penalty: 4753.171387
	Iteration 9F: 3 clusters Score -1782130 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1782800.875000 Penalty: 4753.171387
	Iteration 10Q: 3 clusters Score -1782801 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1783180.750000 Penalty: 4753.171387
	Iteration 11Q: 3 clusters Score -1783181 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1783356.375000 Penalty: 4753.171387
	Iteration 12Q: 3 clusters Score -1783356 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1783426.625000 Penalty: 4753.171387
	Iteration 13Q: 3 clusters Score -1783427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1783452.750000 Penalty: 4753.171387
	Iteration 14Q: 3 clusters Score -1783453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1783472.875000 Penalty: 4753.171387
	Iteration 15Q: 3 clusters Score -1783473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1783490.500000 Penalty: 4753.171387
	Iteration 16Q: 3 clusters Score -1783490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1783501.500000 Penalty: 4753.171387
	Iteration 17Q: 3 clusters Score -1783502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1783519.750000 Penalty: 4753.171387
	Iteration 18Q: 3 clusters Score -1783520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1783525.750000 Penalty: 4753.171387
	Iteration 19Q: 3 clusters Score -1783526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1783524.625000 Penalty: 4753.171387
	Iteration 20F: 3 clusters Score -1783525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1783529.250000 Penalty: 4753.171387
	Iteration 21Q: 3 clusters Score -1783529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1783533.125000 Penalty: 4753.171387
	Iteration 22Q: 3 clusters Score -1783533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1783532.750000 Penalty: 4753.171387
	Iteration 23Q: 3 clusters Score -1783533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1783535.625000 Penalty: 4753.171387
	Iteration 24Q: 3 clusters Score -1783536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1783535.250000 Penalty: 4753.171387
	Iteration 25Q: 3 clusters Score -1783535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1783534.125000 Penalty: 4753.171387
	Iteration 26Q: 3 clusters Score -1783534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1783533.875000 Penalty: 4753.171387
	Iteration 27Q: 3 clusters Score -1783534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1783532.000000 Penalty: 4753.171387
	Iteration 28Q: 3 clusters Score -1783532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1783535.125000 Penalty: 4753.171387
	Iteration 29Q: 3 clusters Score -1783535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1783535.500000 Penalty: 4753.171387
	Iteration 30Q: 3 clusters Score -1783536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1783533.250000 Penalty: 4753.171387
	Iteration 31Q: 3 clusters Score -1783533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1783533.250000 Penalty: 4753.171387
	Iteration 32Q: 3 clusters Score -1783533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1783533.500000 Penalty: 4753.171387
	Iteration 33Q: 3 clusters Score -1783534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1783537.625000 Penalty: 4753.171387
	Iteration 34Q: 3 clusters Score -1783538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1783539.625000 Penalty: 4753.171387
	Iteration 35Q: 3 clusters Score -1783540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1783538.375000 Penalty: 4753.171387
	Iteration 36Q: 3 clusters Score -1783538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1783542.250000 Penalty: 4753.171387
	Iteration 37Q: 3 clusters Score -1783542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1783541.250000 Penalty: 4753.171387
	Iteration 38Q: 3 clusters Score -1783541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1783542.500000 Penalty: 4753.171387
	Iteration 39Q: 3 clusters Score -1783542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1783541.625000 Penalty: 4753.171387
	Iteration 40F: 3 clusters Score -1783542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1783542.875000 Penalty: 4753.171387
	Iteration 41Q: 3 clusters Score -1783543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1783543.000000 Penalty: 4753.171387
	Iteration 42Q: 3 clusters Score -1783543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1783541.750000 Penalty: 4753.171387
	Iteration 43Q: 3 clusters Score -1783542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1783544.250000 Penalty: 4753.171387
	Iteration 44Q: 3 clusters Score -1783544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1783544.625000 Penalty: 4753.171387
	Iteration 45Q: 3 clusters Score -1783545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1783544.875000 Penalty: 4753.171387
	Iteration 46Q: 3 clusters Score -1783545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1783544.625000 Penalty: 4753.171387
	Iteration 47Q: 3 clusters Score -1783545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1783547.250000 Penalty: 4753.171387
	Iteration 48Q: 3 clusters Score -1783547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1783544.500000 Penalty: 4753.171387
	Iteration 49Q: 3 clusters Score -1783544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1783548.250000 Penalty: 4753.171387
	Iteration 50Q: 3 clusters Score -1783548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1783552.875000 Penalty: 4753.171387
	Iteration 51Q: 3 clusters Score -1783553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1783552.500000 Penalty: 4753.171387
	Iteration 52Q: 3 clusters Score -1783552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1783552.000000 Penalty: 4753.171387
	Iteration 53Q: 3 clusters Score -1783552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1783551.875000 Penalty: 4753.171387
	Iteration 54Q: 3 clusters Score -1783552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1783551.750000 Penalty: 4753.171387
	Iteration 55Q: 3 clusters Score -1783552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1783552.500000 Penalty: 4753.171387
	Iteration 56Q: 3 clusters Score -1783552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1783552.500000 Penalty: 4753.171387
	Iteration 57Q: 3 clusters Score -1783552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1783549.875000 Penalty: 4753.171387
	Iteration 58Q: 3 clusters Score -1783550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1783549.875000 Penalty: 4753.171387
	Iteration 59F: 3 clusters Score -1783550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Entering Unmasked Estep 
Score: -5701823.500000 Penalty: 2658.363037
	Iteration 0F: 2 clusters Score -5701824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5671157.500000 Penalty: 5316.726074
	Iteration 0F: 3 clusters Score -5671158 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5682553.500000 Penalty: 5316.726074
	Iteration 1F: 3 clusters Score -5682554 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5683007.500000 Penalty: 5316.726074
	Iteration 2Q: 3 clusters Score -5683008 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5683510.000000 Penalty: 5316.726074
	Iteration 3Q: 3 clusters Score -5683510 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5684096.000000 Penalty: 5316.726074
	Iteration 4Q: 3 clusters Score -5684096 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -5684813.500000 Penalty: 5316.726074
	Iteration 5Q: 3 clusters Score -5684814 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5685784.500000 Penalty: 5316.726074
	Iteration 6Q: 3 clusters Score -5685784 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -5687289.000000 Penalty: 5316.726074
	Iteration 7F: 3 clusters Score -5687289 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5689256.000000 Penalty: 5316.726074
	Iteration 8F: 3 clusters Score -5689256 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5691654.000000 Penalty: 5316.726074
	Iteration 9F: 3 clusters Score -5691654 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -5693932.500000 Penalty: 5316.726074
	Iteration 10F: 3 clusters Score -5693932 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5695866.500000 Penalty: 5316.726074
	Iteration 11Q: 3 clusters Score -5695866 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5697342.500000 Penalty: 5316.726074
	Iteration 12Q: 3 clusters Score -5697342 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5698335.500000 Penalty: 5316.726074
	Iteration 13Q: 3 clusters Score -5698336 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5698805.000000 Penalty: 5316.726074
	Iteration 14Q: 3 clusters Score -5698805 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -5699019.000000 Penalty: 5316.726074
	Iteration 15Q: 3 clusters Score -5699019 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5699169.000000 Penalty: 5316.726074
	Iteration 16Q: 3 clusters Score -5699169 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5699254.000000 Penalty: 5316.726074
	Iteration 17Q: 3 clusters Score -5699254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5699316.500000 Penalty: 5316.726074
	Iteration 18Q: 3 clusters Score -5699316 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5699355.500000 Penalty: 5316.726074
	Iteration 19Q: 3 clusters Score -5699356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5699387.500000 Penalty: 5316.726074
	Iteration 20F: 3 clusters Score -5699388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5699430.000000 Penalty: 5316.726074
	Iteration 21Q: 3 clusters Score -5699430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5699450.500000 Penalty: 5316.726074
	Iteration 22Q: 3 clusters Score -5699450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5699476.500000 Penalty: 5316.726074
	Iteration 23Q: 3 clusters Score -5699476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5699495.000000 Penalty: 5316.726074
	Iteration 24Q: 3 clusters Score -5699495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5699511.000000 Penalty: 5316.726074
	Iteration 25Q: 3 clusters Score -5699511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5699516.000000 Penalty: 5316.726074
	Iteration 26Q: 3 clusters Score -5699516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5699516.000000 Penalty: 5316.726074
	Iteration 27Q: 3 clusters Score -5699516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5699529.500000 Penalty: 5316.726074
	Iteration 28Q: 3 clusters Score -5699530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5699536.500000 Penalty: 5316.726074
	Iteration 29Q: 3 clusters Score -5699536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5699539.000000 Penalty: 5316.726074
	Iteration 30Q: 3 clusters Score -5699539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5699548.000000 Penalty: 5316.726074
	Iteration 31Q: 3 clusters Score -5699548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5699556.000000 Penalty: 5316.726074
	Iteration 32Q: 3 clusters Score -5699556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5699559.000000 Penalty: 5316.726074
	Iteration 33Q: 3 clusters Score -5699559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5699561.500000 Penalty: 5316.726074
	Iteration 34Q: 3 clusters Score -5699562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5699567.000000 Penalty: 5316.726074
	Iteration 35Q: 3 clusters Score -5699567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5699565.500000 Penalty: 5316.726074
	Iteration 36Q: 3 clusters Score -5699566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -5699563.500000 Penalty: 5316.726074
	Iteration 37Q: 3 clusters Score -5699564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5699571.000000 Penalty: 5316.726074
	Iteration 38Q: 3 clusters Score -5699571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5699571.000000 Penalty: 5316.726074
	Iteration 39Q: 3 clusters Score -5699571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5699570.000000 Penalty: 5316.726074
	Iteration 40F: 3 clusters Score -5699570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5699564.000000 Penalty: 5316.726074
	Iteration 41Q: 3 clusters Score -5699564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5699565.500000 Penalty: 5316.726074
	Iteration 42Q: 3 clusters Score -5699566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5699570.500000 Penalty: 5316.726074
	Iteration 43Q: 3 clusters Score -5699570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5699571.000000 Penalty: 5316.726074
	Iteration 44Q: 3 clusters Score -5699571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5699573.500000 Penalty: 5316.726074
	Iteration 45Q: 3 clusters Score -5699574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5699579.000000 Penalty: 5316.726074
	Iteration 46Q: 3 clusters Score -5699579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5699579.000000 Penalty: 5316.726074
	Iteration 47F: 3 clusters Score -5699579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -2185436.750000 Penalty: 2415.395264
	Iteration 0F: 2 clusters Score -2185437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2173310.750000 Penalty: 4830.790527
	Iteration 0F: 3 clusters Score -2173311 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2177143.500000 Penalty: 4830.790527
	Iteration 1F: 3 clusters Score -2177144 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2177437.000000 Penalty: 4830.790527
	Iteration 2F: 3 clusters Score -2177437 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2177694.750000 Penalty: 4830.790527
	Iteration 3Q: 3 clusters Score -2177695 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2177907.250000 Penalty: 4830.790527
	Iteration 4Q: 3 clusters Score -2177907 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2178146.750000 Penalty: 4830.790527
	Iteration 5Q: 3 clusters Score -2178147 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2178451.000000 Penalty: 4830.790527
	Iteration 6Q: 3 clusters Score -2178451 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2178882.750000 Penalty: 4830.790527
	Iteration 7Q: 3 clusters Score -2178883 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2179486.250000 Penalty: 4830.790527
	Iteration 8F: 3 clusters Score -2179486 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2180295.750000 Penalty: 4830.790527
	Iteration 9F: 3 clusters Score -2180296 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2181285.500000 Penalty: 4830.790527
	Iteration 10F: 3 clusters Score -2181286 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2182133.500000 Penalty: 4830.790527
	Iteration 11F: 3 clusters Score -2182134 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2182709.750000 Penalty: 4830.790527
	Iteration 12Q: 3 clusters Score -2182710 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2183065.750000 Penalty: 4830.790527
	Iteration 13Q: 3 clusters Score -2183066 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2183278.750000 Penalty: 4830.790527
	Iteration 14Q: 3 clusters Score -2183279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2183400.750000 Penalty: 4830.790527
	Iteration 15Q: 3 clusters Score -2183401 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2183487.250000 Penalty: 4830.790527
	Iteration 16Q: 3 clusters Score -2183487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2183554.250000 Penalty: 4830.790527
	Iteration 17Q: 3 clusters Score -2183554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2183597.250000 Penalty: 4830.790527
	Iteration 18Q: 3 clusters Score -2183597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2183620.250000 Penalty: 4830.790527
	Iteration 19Q: 3 clusters Score -2183620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2183634.750000 Penalty: 4830.790527
	Iteration 20F: 3 clusters Score -2183635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2183642.750000 Penalty: 4830.790527
	Iteration 21Q: 3 clusters Score -2183643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2183648.500000 Penalty: 4830.790527
	Iteration 22Q: 3 clusters Score -2183648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2183654.500000 Penalty: 4830.790527
	Iteration 23Q: 3 clusters Score -2183654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2183666.500000 Penalty: 4830.790527
	Iteration 24Q: 3 clusters Score -2183666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2183669.250000 Penalty: 4830.790527
	Iteration 25Q: 3 clusters Score -2183669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2183671.250000 Penalty: 4830.790527
	Iteration 26Q: 3 clusters Score -2183671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2183670.250000 Penalty: 4830.790527
	Iteration 27Q: 3 clusters Score -2183670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2183675.000000 Penalty: 4830.790527
	Iteration 28Q: 3 clusters Score -2183675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2183680.500000 Penalty: 4830.790527
	Iteration 29Q: 3 clusters Score -2183680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2183680.500000 Penalty: 4830.790527
	Iteration 30Q: 3 clusters Score -2183680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2183678.000000 Penalty: 4830.790527
	Iteration 31Q: 3 clusters Score -2183678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2183679.750000 Penalty: 4830.790527
	Iteration 32Q: 3 clusters Score -2183680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2183682.500000 Penalty: 4830.790527
	Iteration 33Q: 3 clusters Score -2183682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2183687.500000 Penalty: 4830.790527
	Iteration 34Q: 3 clusters Score -2183688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2183691.500000 Penalty: 4830.790527
	Iteration 35Q: 3 clusters Score -2183692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2183696.750000 Penalty: 4830.790527
	Iteration 36Q: 3 clusters Score -2183697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2183700.000000 Penalty: 4830.790527
	Iteration 37Q: 3 clusters Score -2183700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2183699.250000 Penalty: 4830.790527
	Iteration 38Q: 3 clusters Score -2183699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2183701.250000 Penalty: 4830.790527
	Iteration 39Q: 3 clusters Score -2183701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2183705.750000 Penalty: 4830.790527
	Iteration 40F: 3 clusters Score -2183706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2183705.500000 Penalty: 4830.790527
	Iteration 41Q: 3 clusters Score -2183706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2183710.000000 Penalty: 4830.790527
	Iteration 42Q: 3 clusters Score -2183710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2183713.250000 Penalty: 4830.790527
	Iteration 43Q: 3 clusters Score -2183713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2183712.750000 Penalty: 4830.790527
	Iteration 44Q: 3 clusters Score -2183713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2183713.750000 Penalty: 4830.790527
	Iteration 45Q: 3 clusters Score -2183714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2183714.250000 Penalty: 4830.790527
	Iteration 46Q: 3 clusters Score -2183714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2183714.250000 Penalty: 4830.790527
	Iteration 47F: 3 clusters Score -2183714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Entering Unmasked Estep 
Score: -20046554.000000 Penalty: 2964.076660
	Iteration 0F: 2 clusters Score -2.004655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -19943374.000000 Penalty: 5928.153320
	Iteration 0F: 3 clusters Score -1.994337e+07 nChanged 74301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -19987802.000000 Penalty: 5928.153320
	Iteration 1F: 3 clusters Score -1.99878e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -19990254.000000 Penalty: 5928.153320
	Iteration 2Q: 3 clusters Score -1.999025e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -19994086.000000 Penalty: 5928.153320
	Iteration 3Q: 3 clusters Score -1.999409e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -19999150.000000 Penalty: 5928.153320
	Iteration 4F: 3 clusters Score -1.999915e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -20005328.000000 Penalty: 5928.153320
	Iteration 5F: 3 clusters Score -2.000533e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -20012402.000000 Penalty: 5928.153320
	Iteration 6F: 3 clusters Score -2.00124e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -20018366.000000 Penalty: 5928.153320
	Iteration 7F: 3 clusters Score -2.001837e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -20021938.000000 Penalty: 5928.153320
	Iteration 8F: 3 clusters Score -2.002194e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -20023662.000000 Penalty: 5928.153320
	Iteration 9Q: 3 clusters Score -2.002366e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -20024458.000000 Penalty: 5928.153320
	Iteration 10Q: 3 clusters Score -2.002446e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -20024920.000000 Penalty: 5928.153320
	Iteration 11Q: 3 clusters Score -2.002492e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -20025090.000000 Penalty: 5928.153320
	Iteration 12Q: 3 clusters Score -2.002509e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -20025290.000000 Penalty: 5928.153320
	Iteration 13Q: 3 clusters Score -2.002529e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -20025396.000000 Penalty: 5928.153320
	Iteration 14Q: 3 clusters Score -2.00254e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -20025608.000000 Penalty: 5928.153320
	Iteration 15Q: 3 clusters Score -2.002561e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -20025802.000000 Penalty: 5928.153320
	Iteration 16Q: 3 clusters Score -2.00258e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -20025930.000000 Penalty: 5928.153320
	Iteration 17Q: 3 clusters Score -2.002593e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -20026150.000000 Penalty: 5928.153320
	Iteration 18Q: 3 clusters Score -2.002615e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -20026386.000000 Penalty: 5928.153320
	Iteration 19Q: 3 clusters Score -2.002639e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -20026656.000000 Penalty: 5928.153320
	Iteration 20F: 3 clusters Score -2.002666e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -20026944.000000 Penalty: 5928.153320
	Iteration 21Q: 3 clusters Score -2.002694e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -20027288.000000 Penalty: 5928.153320
	Iteration 22Q: 3 clusters Score -2.002729e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -20027634.000000 Penalty: 5928.153320
	Iteration 23Q: 3 clusters Score -2.002763e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -20027954.000000 Penalty: 5928.153320
	Iteration 24Q: 3 clusters Score -2.002795e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -20028268.000000 Penalty: 5928.153320
	Iteration 25Q: 3 clusters Score -2.002827e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -20028674.000000 Penalty: 5928.153320
	Iteration 26Q: 3 clusters Score -2.002867e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -20029086.000000 Penalty: 5928.153320
	Iteration 27Q: 3 clusters Score -2.002909e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -20029678.000000 Penalty: 5928.153320
	Iteration 28Q: 3 clusters Score -2.002968e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -20030420.000000 Penalty: 5928.153320
	Iteration 29Q: 3 clusters Score -2.003042e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -20030984.000000 Penalty: 5928.153320
	Iteration 30Q: 3 clusters Score -2.003098e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -20031516.000000 Penalty: 5928.153320
	Iteration 31Q: 3 clusters Score -2.003152e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -20032166.000000 Penalty: 5928.153320
	Iteration 32Q: 3 clusters Score -2.003217e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -20032854.000000 Penalty: 5928.153320
	Iteration 33Q: 3 clusters Score -2.003285e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -20033412.000000 Penalty: 5928.153320
	Iteration 34Q: 3 clusters Score -2.003341e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -20034020.000000 Penalty: 5928.153320
	Iteration 35Q: 3 clusters Score -2.003402e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -20034646.000000 Penalty: 5928.153320
	Iteration 36Q: 3 clusters Score -2.003465e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -20034976.000000 Penalty: 5928.153320
	Iteration 37Q: 3 clusters Score -2.003498e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -20035450.000000 Penalty: 5928.153320
	Iteration 38Q: 3 clusters Score -2.003545e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 108027 members 
Entering Unmasked Estep 
Score: -20035946.000000 Penalty: 5928.153320
	Iteration 39Q: 3 clusters Score -2.003595e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -20036398.000000 Penalty: 5928.153320
	Iteration 40F: 3 clusters Score -2.00364e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -20036940.000000 Penalty: 5928.153320
	Iteration 41Q: 3 clusters Score -2.003694e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -20037480.000000 Penalty: 5928.153320
	Iteration 42Q: 3 clusters Score -2.003748e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -20037986.000000 Penalty: 5928.153320
	Iteration 43Q: 3 clusters Score -2.003799e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -20038476.000000 Penalty: 5928.153320
	Iteration 44Q: 3 clusters Score -2.003848e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -20038802.000000 Penalty: 5928.153320
	Iteration 45Q: 3 clusters Score -2.00388e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -20039132.000000 Penalty: 5928.153320
	Iteration 46Q: 3 clusters Score -2.003913e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -20039492.000000 Penalty: 5928.153320
	Iteration 47Q: 3 clusters Score -2.003949e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -20039842.000000 Penalty: 5928.153320
	Iteration 48Q: 3 clusters Score -2.003984e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -20040188.000000 Penalty: 5928.153320
	Iteration 49Q: 3 clusters Score -2.004019e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 126642 members 
Entering Unmasked Estep 
Score: -20040424.000000 Penalty: 5928.153320
	Iteration 50Q: 3 clusters Score -2.004042e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -20040716.000000 Penalty: 5928.153320
	Iteration 51Q: 3 clusters Score -2.004072e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -20041104.000000 Penalty: 5928.153320
	Iteration 52Q: 3 clusters Score -2.00411e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -20041380.000000 Penalty: 5928.153320
	Iteration 53Q: 3 clusters Score -2.004138e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -20041572.000000 Penalty: 5928.153320
	Iteration 54Q: 3 clusters Score -2.004157e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -20041852.000000 Penalty: 5928.153320
	Iteration 55Q: 3 clusters Score -2.004185e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -20042034.000000 Penalty: 5928.153320
	Iteration 56Q: 3 clusters Score -2.004203e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -20042236.000000 Penalty: 5928.153320
	Iteration 57Q: 3 clusters Score -2.004224e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 135729 members 
Entering Unmasked Estep 
Score: -20042402.000000 Penalty: 5928.153320
	Iteration 58Q: 3 clusters Score -2.00424e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -20042622.000000 Penalty: 5928.153320
	Iteration 59Q: 3 clusters Score -2.004262e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 137520 members 
Entering Unmasked Estep 
Score: -20042802.000000 Penalty: 5928.153320
	Iteration 60F: 3 clusters Score -2.00428e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -20042918.000000 Penalty: 5928.153320
	Iteration 61Q: 3 clusters Score -2.004292e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 139101 members 
Entering Unmasked Estep 
Score: -20043088.000000 Penalty: 5928.153320
	Iteration 62Q: 3 clusters Score -2.004309e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -20043176.000000 Penalty: 5928.153320
	Iteration 63Q: 3 clusters Score -2.004318e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -20043322.000000 Penalty: 5928.153320
	Iteration 64Q: 3 clusters Score -2.004332e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -20043442.000000 Penalty: 5928.153320
	Iteration 65Q: 3 clusters Score -2.004344e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 141861 members 
Entering Unmasked Estep 
Score: -20043594.000000 Penalty: 5928.153320
	Iteration 66Q: 3 clusters Score -2.004359e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -20043792.000000 Penalty: 5928.153320
	Iteration 67Q: 3 clusters Score -2.004379e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 143036 members 
Entering Unmasked Estep 
Score: -20043972.000000 Penalty: 5928.153320
	Iteration 68Q: 3 clusters Score -2.004397e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 143539 members 
Entering Unmasked Estep 
Score: -20044068.000000 Penalty: 5928.153320
	Iteration 69Q: 3 clusters Score -2.004407e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -20044174.000000 Penalty: 5928.153320
	Iteration 70Q: 3 clusters Score -2.004417e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -20044280.000000 Penalty: 5928.153320
	Iteration 71Q: 3 clusters Score -2.004428e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -20044390.000000 Penalty: 5928.153320
	Iteration 72Q: 3 clusters Score -2.004439e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -20044498.000000 Penalty: 5928.153320
	Iteration 73Q: 3 clusters Score -2.00445e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -20044518.000000 Penalty: 5928.153320
	Iteration 74Q: 3 clusters Score -2.004452e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -20044610.000000 Penalty: 5928.153320
	Iteration 75Q: 3 clusters Score -2.004461e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -20044636.000000 Penalty: 5928.153320
	Iteration 76Q: 3 clusters Score -2.004464e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 146543 members 
Entering Unmasked Estep 
Score: -20044666.000000 Penalty: 5928.153320
	Iteration 77Q: 3 clusters Score -2.004467e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 146807 members 
Entering Unmasked Estep 
Score: -20044682.000000 Penalty: 5928.153320
	Iteration 78Q: 3 clusters Score -2.004468e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -20044760.000000 Penalty: 5928.153320
	Iteration 79Q: 3 clusters Score -2.004476e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -20044784.000000 Penalty: 5928.153320
	Iteration 80F: 3 clusters Score -2.004478e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -20044780.000000 Penalty: 5928.153320
	Iteration 81Q: 3 clusters Score -2.004478e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 147749 members 
Entering Unmasked Estep 
Score: -20044816.000000 Penalty: 5928.153320
	Iteration 82Q: 3 clusters Score -2.004482e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -20044802.000000 Penalty: 5928.153320
	Iteration 83Q: 3 clusters Score -2.00448e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 148165 members 
Entering Unmasked Estep 
Score: -20044822.000000 Penalty: 5928.153320
	Iteration 84Q: 3 clusters Score -2.004482e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -20044856.000000 Penalty: 5928.153320
	Iteration 85Q: 3 clusters Score -2.004486e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 148515 members 
Entering Unmasked Estep 
Score: -20044882.000000 Penalty: 5928.153320
	Iteration 86Q: 3 clusters Score -2.004488e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 148677 members 
Entering Unmasked Estep 
Score: -20044856.000000 Penalty: 5928.153320
	Iteration 87Q: 3 clusters Score -2.004486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -20044926.000000 Penalty: 5928.153320
	Iteration 88Q: 3 clusters Score -2.004493e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -20044940.000000 Penalty: 5928.153320
	Iteration 89Q: 3 clusters Score -2.004494e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -20044940.000000 Penalty: 5928.153320
	Iteration 90Q: 3 clusters Score -2.004494e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -20044938.000000 Penalty: 5928.153320
	Iteration 91Q: 3 clusters Score -2.004494e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 149330 members 
Entering Unmasked Estep 
Score: -20044958.000000 Penalty: 5928.153320
	Iteration 92Q: 3 clusters Score -2.004496e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 149443 members 
Entering Unmasked Estep 
Score: -20044984.000000 Penalty: 5928.153320
	Iteration 93Q: 3 clusters Score -2.004498e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 149548 members 
Entering Unmasked Estep 
Score: -20044982.000000 Penalty: 5928.153320
	Iteration 94Q: 3 clusters Score -2.004498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -20044982.000000 Penalty: 5928.153320
	Iteration 95Q: 3 clusters Score -2.004498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -20044984.000000 Penalty: 5928.153320
	Iteration 96Q: 3 clusters Score -2.004498e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
Score: -20044996.000000 Penalty: 5928.153320
	Iteration 97Q: 3 clusters Score -2.0045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -20045040.000000 Penalty: 5928.153320
	Iteration 98Q: 3 clusters Score -2.004504e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -20045038.000000 Penalty: 5928.153320
	Iteration 99Q: 3 clusters Score -2.004504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -20045044.000000 Penalty: 5928.153320
	Iteration 100F: 3 clusters Score -2.004504e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -20045018.000000 Penalty: 5928.153320
	Iteration 101Q: 3 clusters Score -2.004502e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -20045032.000000 Penalty: 5928.153320
	Iteration 102Q: 3 clusters Score -2.004503e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -20045042.000000 Penalty: 5928.153320
	Iteration 103Q: 3 clusters Score -2.004504e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 150423 members 
Entering Unmasked Estep 
Score: -20045066.000000 Penalty: 5928.153320
	Iteration 104Q: 3 clusters Score -2.004507e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -20045080.000000 Penalty: 5928.153320
	Iteration 105Q: 3 clusters Score -2.004508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -20045070.000000 Penalty: 5928.153320
	Iteration 106Q: 3 clusters Score -2.004507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -20045092.000000 Penalty: 5928.153320
	Iteration 107Q: 3 clusters Score -2.004509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 150583 members 
Entering Unmasked Estep 
Score: -20045140.000000 Penalty: 5928.153320
	Iteration 108Q: 3 clusters Score -2.004514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -20045116.000000 Penalty: 5928.153320
	Iteration 109Q: 3 clusters Score -2.004512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -20045110.000000 Penalty: 5928.153320
	Iteration 110Q: 3 clusters Score -2.004511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -20045118.000000 Penalty: 5928.153320
	Iteration 111Q: 3 clusters Score -2.004512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -20045116.000000 Penalty: 5928.153320
	Iteration 112Q: 3 clusters Score -2.004512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -20045126.000000 Penalty: 5928.153320
	Iteration 113Q: 3 clusters Score -2.004513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -20045134.000000 Penalty: 5928.153320
	Iteration 114Q: 3 clusters Score -2.004513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -20045140.000000 Penalty: 5928.153320
	Iteration 115Q: 3 clusters Score -2.004514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 150779 members 
Entering Unmasked Estep 
Score: -20045130.000000 Penalty: 5928.153320
	Iteration 116Q: 3 clusters Score -2.004513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 150808 members 
Entering Unmasked Estep 
Score: -20045142.000000 Penalty: 5928.153320
	Iteration 117Q: 3 clusters Score -2.004514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -20045164.000000 Penalty: 5928.153320
	Iteration 118Q: 3 clusters Score -2.004516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -20045166.000000 Penalty: 5928.153320
	Iteration 119Q: 3 clusters Score -2.004517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -20045168.000000 Penalty: 5928.153320
	Iteration 120F: 3 clusters Score -2.004517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -20045152.000000 Penalty: 5928.153320
	Iteration 121Q: 3 clusters Score -2.004515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -20045156.000000 Penalty: 5928.153320
	Iteration 122Q: 3 clusters Score -2.004516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -20045188.000000 Penalty: 5928.153320
	Iteration 123Q: 3 clusters Score -2.004519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -20045186.000000 Penalty: 5928.153320
	Iteration 124Q: 3 clusters Score -2.004519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -20045200.000000 Penalty: 5928.153320
	Iteration 125Q: 3 clusters Score -2.00452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -20045216.000000 Penalty: 5928.153320
	Iteration 126Q: 3 clusters Score -2.004522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -20045190.000000 Penalty: 5928.153320
	Iteration 127Q: 3 clusters Score -2.004519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -20045194.000000 Penalty: 5928.153320
	Iteration 128Q: 3 clusters Score -2.004519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 151089 members 
Entering Unmasked Estep 
Score: -20045198.000000 Penalty: 5928.153320
	Iteration 129Q: 3 clusters Score -2.00452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -20045188.000000 Penalty: 5928.153320
	Iteration 130Q: 3 clusters Score -2.004519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -20045166.000000 Penalty: 5928.153320
	Iteration 131Q: 3 clusters Score -2.004517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -20045160.000000 Penalty: 5928.153320
	Iteration 132Q: 3 clusters Score -2.004516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -20045156.000000 Penalty: 5928.153320
	Iteration 133Q: 3 clusters Score -2.004516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -20045160.000000 Penalty: 5928.153320
	Iteration 134Q: 3 clusters Score -2.004516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -20045160.000000 Penalty: 5928.153320
	Iteration 135Q: 3 clusters Score -2.004516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -20045154.000000 Penalty: 5928.153320
	Iteration 136Q: 3 clusters Score -2.004515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -20045150.000000 Penalty: 5928.153320
	Iteration 137Q: 3 clusters Score -2.004515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 151145 members 
Entering Unmasked Estep 
Score: -20045136.000000 Penalty: 5928.153320
	Iteration 138Q: 3 clusters Score -2.004514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -20045134.000000 Penalty: 5928.153320
	Iteration 139Q: 3 clusters Score -2.004513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -20045144.000000 Penalty: 5928.153320
	Iteration 140F: 3 clusters Score -2.004514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -20045138.000000 Penalty: 5928.153320
	Iteration 141Q: 3 clusters Score -2.004514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -20045138.000000 Penalty: 5928.153320
	Iteration 142F: 3 clusters Score -2.004514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168342 members 
Entering Unmasked Estep 
Score: -21750746.000000 Penalty: 2984.370605
	Iteration 0F: 2 clusters Score -2.175075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -21638412.000000 Penalty: 5968.741211
	Iteration 0F: 3 clusters Score -2.163841e+07 nChanged 80649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -21685776.000000 Penalty: 5968.741211
	Iteration 1F: 3 clusters Score -2.168578e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -21687308.000000 Penalty: 5968.741211
	Iteration 2Q: 3 clusters Score -2.168731e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -21689146.000000 Penalty: 5968.741211
	Iteration 3Q: 3 clusters Score -2.168915e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -21691588.000000 Penalty: 5968.741211
	Iteration 4Q: 3 clusters Score -2.169159e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -21695172.000000 Penalty: 5968.741211
	Iteration 5Q: 3 clusters Score -2.169517e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -21700060.000000 Penalty: 5968.741211
	Iteration 6F: 3 clusters Score -2.170006e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -21706422.000000 Penalty: 5968.741211
	Iteration 7F: 3 clusters Score -2.170642e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -21714158.000000 Penalty: 5968.741211
	Iteration 8F: 3 clusters Score -2.171416e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -21721670.000000 Penalty: 5968.741211
	Iteration 9F: 3 clusters Score -2.172167e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -21726442.000000 Penalty: 5968.741211
	Iteration 10F: 3 clusters Score -2.172644e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -21728750.000000 Penalty: 5968.741211
	Iteration 11Q: 3 clusters Score -2.172875e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -21729572.000000 Penalty: 5968.741211
	Iteration 12Q: 3 clusters Score -2.172957e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -21730238.000000 Penalty: 5968.741211
	Iteration 13Q: 3 clusters Score -2.173024e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -21730800.000000 Penalty: 5968.741211
	Iteration 14Q: 3 clusters Score -2.17308e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -21731188.000000 Penalty: 5968.741211
	Iteration 15Q: 3 clusters Score -2.173119e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -21731546.000000 Penalty: 5968.741211
	Iteration 16Q: 3 clusters Score -2.173155e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -21731938.000000 Penalty: 5968.741211
	Iteration 17Q: 3 clusters Score -2.173194e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -21732268.000000 Penalty: 5968.741211
	Iteration 18Q: 3 clusters Score -2.173227e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -21732652.000000 Penalty: 5968.741211
	Iteration 19Q: 3 clusters Score -2.173265e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -21733080.000000 Penalty: 5968.741211
	Iteration 20F: 3 clusters Score -2.173308e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -21733578.000000 Penalty: 5968.741211
	Iteration 21Q: 3 clusters Score -2.173358e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -21734060.000000 Penalty: 5968.741211
	Iteration 22Q: 3 clusters Score -2.173406e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -21734548.000000 Penalty: 5968.741211
	Iteration 23Q: 3 clusters Score -2.173455e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -21735040.000000 Penalty: 5968.741211
	Iteration 24Q: 3 clusters Score -2.173504e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -21735604.000000 Penalty: 5968.741211
	Iteration 25Q: 3 clusters Score -2.17356e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -21736146.000000 Penalty: 5968.741211
	Iteration 26Q: 3 clusters Score -2.173615e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -21736660.000000 Penalty: 5968.741211
	Iteration 27Q: 3 clusters Score -2.173666e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -21737112.000000 Penalty: 5968.741211
	Iteration 28Q: 3 clusters Score -2.173711e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -21737530.000000 Penalty: 5968.741211
	Iteration 29Q: 3 clusters Score -2.173753e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -21737950.000000 Penalty: 5968.741211
	Iteration 30Q: 3 clusters Score -2.173795e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -21738368.000000 Penalty: 5968.741211
	Iteration 31Q: 3 clusters Score -2.173837e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -21738890.000000 Penalty: 5968.741211
	Iteration 32Q: 3 clusters Score -2.173889e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 135652 members 
Entering Unmasked Estep 
Score: -21739314.000000 Penalty: 5968.741211
	Iteration 33Q: 3 clusters Score -2.173931e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -21739898.000000 Penalty: 5968.741211
	Iteration 34Q: 3 clusters Score -2.17399e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 138997 members 
Entering Unmasked Estep 
Score: -21740314.000000 Penalty: 5968.741211
	Iteration 35Q: 3 clusters Score -2.174031e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 140648 members 
Entering Unmasked Estep 
Score: -21740696.000000 Penalty: 5968.741211
	Iteration 36Q: 3 clusters Score -2.17407e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -21741270.000000 Penalty: 5968.741211
	Iteration 37Q: 3 clusters Score -2.174127e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -21741770.000000 Penalty: 5968.741211
	Iteration 38Q: 3 clusters Score -2.174177e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -21742172.000000 Penalty: 5968.741211
	Iteration 39Q: 3 clusters Score -2.174217e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 146936 members 
Entering Unmasked Estep 
Score: -21742620.000000 Penalty: 5968.741211
	Iteration 40F: 3 clusters Score -2.174262e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -21743048.000000 Penalty: 5968.741211
	Iteration 41Q: 3 clusters Score -2.174305e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -21743498.000000 Penalty: 5968.741211
	Iteration 42Q: 3 clusters Score -2.17435e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -21743794.000000 Penalty: 5968.741211
	Iteration 43Q: 3 clusters Score -2.174379e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -21744260.000000 Penalty: 5968.741211
	Iteration 44Q: 3 clusters Score -2.174426e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 153862 members 
Entering Unmasked Estep 
Score: -21744660.000000 Penalty: 5968.741211
	Iteration 45Q: 3 clusters Score -2.174466e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -21744918.000000 Penalty: 5968.741211
	Iteration 46Q: 3 clusters Score -2.174492e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -21745240.000000 Penalty: 5968.741211
	Iteration 47Q: 3 clusters Score -2.174524e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -21745744.000000 Penalty: 5968.741211
	Iteration 48Q: 3 clusters Score -2.174574e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -21746154.000000 Penalty: 5968.741211
	Iteration 49Q: 3 clusters Score -2.174615e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -21746474.000000 Penalty: 5968.741211
	Iteration 50Q: 3 clusters Score -2.174647e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -21746688.000000 Penalty: 5968.741211
	Iteration 51Q: 3 clusters Score -2.174669e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -21747022.000000 Penalty: 5968.741211
	Iteration 52Q: 3 clusters Score -2.174702e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 161780 members 
Entering Unmasked Estep 
Score: -21747222.000000 Penalty: 5968.741211
	Iteration 53Q: 3 clusters Score -2.174722e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -21747444.000000 Penalty: 5968.741211
	Iteration 54Q: 3 clusters Score -2.174744e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -21747528.000000 Penalty: 5968.741211
	Iteration 55Q: 3 clusters Score -2.174753e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -21747668.000000 Penalty: 5968.741211
	Iteration 56Q: 3 clusters Score -2.174767e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -21747778.000000 Penalty: 5968.741211
	Iteration 57Q: 3 clusters Score -2.174778e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -21747910.000000 Penalty: 5968.741211
	Iteration 58Q: 3 clusters Score -2.174791e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 164625 members 
Entering Unmasked Estep 
Score: -21748028.000000 Penalty: 5968.741211
	Iteration 59Q: 3 clusters Score -2.174803e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 164901 members 
Entering Unmasked Estep 
Score: -21748072.000000 Penalty: 5968.741211
	Iteration 60F: 3 clusters Score -2.174807e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 165135 members 
Entering Unmasked Estep 
Score: -21748130.000000 Penalty: 5968.741211
	Iteration 61Q: 3 clusters Score -2.174813e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21748172.000000 Penalty: 5968.741211
	Iteration 62Q: 3 clusters Score -2.174817e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -21748240.000000 Penalty: 5968.741211
	Iteration 63Q: 3 clusters Score -2.174824e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -21748326.000000 Penalty: 5968.741211
	Iteration 64Q: 3 clusters Score -2.174833e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -21748358.000000 Penalty: 5968.741211
	Iteration 65Q: 3 clusters Score -2.174836e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -21748352.000000 Penalty: 5968.741211
	Iteration 66Q: 3 clusters Score -2.174835e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -21748376.000000 Penalty: 5968.741211
	Iteration 67Q: 3 clusters Score -2.174838e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -21748404.000000 Penalty: 5968.741211
	Iteration 68Q: 3 clusters Score -2.17484e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -21748436.000000 Penalty: 5968.741211
	Iteration 69Q: 3 clusters Score -2.174844e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 166273 members 
Entering Unmasked Estep 
Score: -21748466.000000 Penalty: 5968.741211
	Iteration 70Q: 3 clusters Score -2.174847e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -21748496.000000 Penalty: 5968.741211
	Iteration 71Q: 3 clusters Score -2.17485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -21748522.000000 Penalty: 5968.741211
	Iteration 72Q: 3 clusters Score -2.174852e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -21748576.000000 Penalty: 5968.741211
	Iteration 73Q: 3 clusters Score -2.174858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -21748574.000000 Penalty: 5968.741211
	Iteration 74Q: 3 clusters Score -2.174857e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 166562 members 
Entering Unmasked Estep 
Score: -21748570.000000 Penalty: 5968.741211
	Iteration 75Q: 3 clusters Score -2.174857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -21748598.000000 Penalty: 5968.741211
	Iteration 76Q: 3 clusters Score -2.17486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -21748590.000000 Penalty: 5968.741211
	Iteration 77Q: 3 clusters Score -2.174859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -21748594.000000 Penalty: 5968.741211
	Iteration 78Q: 3 clusters Score -2.174859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -21748590.000000 Penalty: 5968.741211
	Iteration 79Q: 3 clusters Score -2.174859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 166668 members 
Entering Unmasked Estep 
Score: -21748596.000000 Penalty: 5968.741211
	Iteration 80F: 3 clusters Score -2.17486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 166683 members 
Entering Unmasked Estep 
Score: -21748562.000000 Penalty: 5968.741211
	Iteration 81Q: 3 clusters Score -2.174856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 166697 members 
Entering Unmasked Estep 
Score: -21748582.000000 Penalty: 5968.741211
	Iteration 82Q: 3 clusters Score -2.174858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 166707 members 
Entering Unmasked Estep 
Score: -21748592.000000 Penalty: 5968.741211
	Iteration 83Q: 3 clusters Score -2.174859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -21748586.000000 Penalty: 5968.741211
	Iteration 84Q: 3 clusters Score -2.174859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -21748606.000000 Penalty: 5968.741211
	Iteration 85Q: 3 clusters Score -2.174861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -21748624.000000 Penalty: 5968.741211
	Iteration 86Q: 3 clusters Score -2.174862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -21748620.000000 Penalty: 5968.741211
	Iteration 87Q: 3 clusters Score -2.174862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -21748616.000000 Penalty: 5968.741211
	Iteration 88Q: 3 clusters Score -2.174862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -21748636.000000 Penalty: 5968.741211
	Iteration 89Q: 3 clusters Score -2.174864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -21748624.000000 Penalty: 5968.741211
	Iteration 90Q: 3 clusters Score -2.174862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -21748616.000000 Penalty: 5968.741211
	Iteration 91Q: 3 clusters Score -2.174862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -21748628.000000 Penalty: 5968.741211
	Iteration 92Q: 3 clusters Score -2.174863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -21748616.000000 Penalty: 5968.741211
	Iteration 93Q: 3 clusters Score -2.174862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -21748614.000000 Penalty: 5968.741211
	Iteration 94Q: 3 clusters Score -2.174861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -21748614.000000 Penalty: 5968.741211
	Iteration 95F: 3 clusters Score -2.174861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Entering Unmasked Estep 
Score: -21550944.000000 Penalty: 2984.156982
	Iteration 0F: 2 clusters Score -2.155094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -21439716.000000 Penalty: 5968.313965
	Iteration 0F: 3 clusters Score -2.143972e+07 nChanged 80748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -21488206.000000 Penalty: 5968.313965
	Iteration 1F: 3 clusters Score -2.148821e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -21490428.000000 Penalty: 5968.313965
	Iteration 2Q: 3 clusters Score -2.149043e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -21493850.000000 Penalty: 5968.313965
	Iteration 3Q: 3 clusters Score -2.149385e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -21498374.000000 Penalty: 5968.313965
	Iteration 4F: 3 clusters Score -2.149837e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -21503622.000000 Penalty: 5968.313965
	Iteration 5F: 3 clusters Score -2.150362e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -21509026.000000 Penalty: 5968.313965
	Iteration 6F: 3 clusters Score -2.150903e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -21514118.000000 Penalty: 5968.313965
	Iteration 7F: 3 clusters Score -2.151412e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -21518594.000000 Penalty: 5968.313965
	Iteration 8F: 3 clusters Score -2.151859e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -21523058.000000 Penalty: 5968.313965
	Iteration 9Q: 3 clusters Score -2.152306e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -21526640.000000 Penalty: 5968.313965
	Iteration 10Q: 3 clusters Score -2.152664e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -21529572.000000 Penalty: 5968.313965
	Iteration 11Q: 3 clusters Score -2.152957e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -21531542.000000 Penalty: 5968.313965
	Iteration 12Q: 3 clusters Score -2.153154e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124640 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -21532818.000000 Penalty: 5968.313965
	Iteration 13Q: 3 clusters Score -2.153282e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127074 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -21533848.000000 Penalty: 5968.313965
	Iteration 14Q: 3 clusters Score -2.153385e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129539 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -21534592.000000 Penalty: 5968.313965
	Iteration 15Q: 3 clusters Score -2.153459e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132076 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -21535302.000000 Penalty: 5968.313965
	Iteration 16Q: 3 clusters Score -2.15353e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134580 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -21535966.000000 Penalty: 5968.313965
	Iteration 17Q: 3 clusters Score -2.153597e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -21536682.000000 Penalty: 5968.313965
	Iteration 18Q: 3 clusters Score -2.153668e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -21537582.000000 Penalty: 5968.313965
	Iteration 19Q: 3 clusters Score -2.153758e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -21538598.000000 Penalty: 5968.313965
	Iteration 20F: 3 clusters Score -2.15386e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -21539630.000000 Penalty: 5968.313965
	Iteration 21Q: 3 clusters Score -2.153963e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -21540628.000000 Penalty: 5968.313965
	Iteration 22Q: 3 clusters Score -2.154063e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -21541702.000000 Penalty: 5968.313965
	Iteration 23Q: 3 clusters Score -2.15417e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -21542948.000000 Penalty: 5968.313965
	Iteration 24Q: 3 clusters Score -2.154295e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -21544014.000000 Penalty: 5968.313965
	Iteration 25Q: 3 clusters Score -2.154401e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -21544952.000000 Penalty: 5968.313965
	Iteration 26Q: 3 clusters Score -2.154495e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -21545904.000000 Penalty: 5968.313965
	Iteration 27Q: 3 clusters Score -2.15459e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -21546590.000000 Penalty: 5968.313965
	Iteration 28Q: 3 clusters Score -2.154659e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -21547210.000000 Penalty: 5968.313965
	Iteration 29Q: 3 clusters Score -2.154721e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21547514.000000 Penalty: 5968.313965
	Iteration 30Q: 3 clusters Score -2.154751e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -21547732.000000 Penalty: 5968.313965
	Iteration 31Q: 3 clusters Score -2.154773e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -21547836.000000 Penalty: 5968.313965
	Iteration 32Q: 3 clusters Score -2.154784e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21548036.000000 Penalty: 5968.313965
	Iteration 33Q: 3 clusters Score -2.154804e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21548124.000000 Penalty: 5968.313965
	Iteration 34Q: 3 clusters Score -2.154812e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21548248.000000 Penalty: 5968.313965
	Iteration 35Q: 3 clusters Score -2.154825e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -21548320.000000 Penalty: 5968.313965
	Iteration 36Q: 3 clusters Score -2.154832e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21548390.000000 Penalty: 5968.313965
	Iteration 37Q: 3 clusters Score -2.154839e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21548460.000000 Penalty: 5968.313965
	Iteration 38Q: 3 clusters Score -2.154846e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21548524.000000 Penalty: 5968.313965
	Iteration 39Q: 3 clusters Score -2.154852e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21548558.000000 Penalty: 5968.313965
	Iteration 40F: 3 clusters Score -2.154856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166968 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21548572.000000 Penalty: 5968.313965
	Iteration 41Q: 3 clusters Score -2.154857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21548580.000000 Penalty: 5968.313965
	Iteration 42Q: 3 clusters Score -2.154858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21548594.000000 Penalty: 5968.313965
	Iteration 43Q: 3 clusters Score -2.154859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21548594.000000 Penalty: 5968.313965
	Iteration 44Q: 3 clusters Score -2.154859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21548608.000000 Penalty: 5968.313965
	Iteration 45Q: 3 clusters Score -2.154861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21548606.000000 Penalty: 5968.313965
	Iteration 46Q: 3 clusters Score -2.154861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167115 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21548606.000000 Penalty: 5968.313965
	Iteration 47Q: 3 clusters Score -2.154861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21548628.000000 Penalty: 5968.313965
	Iteration 48Q: 3 clusters Score -2.154863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21548648.000000 Penalty: 5968.313965
	Iteration 49Q: 3 clusters Score -2.154865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21548636.000000 Penalty: 5968.313965
	Iteration 50Q: 3 clusters Score -2.154864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167165 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21548636.000000 Penalty: 5968.313965
	Iteration 51Q: 3 clusters Score -2.154864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -21548626.000000 Penalty: 5968.313965
	Iteration 52Q: 3 clusters Score -2.154863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21548648.000000 Penalty: 5968.313965
	Iteration 53Q: 3 clusters Score -2.154865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21548636.000000 Penalty: 5968.313965
	Iteration 54Q: 3 clusters Score -2.154864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21548650.000000 Penalty: 5968.313965
	Iteration 55Q: 3 clusters Score -2.154865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21548656.000000 Penalty: 5968.313965
	Iteration 56Q: 3 clusters Score -2.154866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21548658.000000 Penalty: 5968.313965
	Iteration 57Q: 3 clusters Score -2.154866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167192 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -21548664.000000 Penalty: 5968.313965
	Iteration 58Q: 3 clusters Score -2.154866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21548670.000000 Penalty: 5968.313965
	Iteration 59Q: 3 clusters Score -2.154867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -21548654.000000 Penalty: 5968.313965
	Iteration 60F: 3 clusters Score -2.154865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21548644.000000 Penalty: 5968.313965
	Iteration 61Q: 3 clusters Score -2.154864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21548662.000000 Penalty: 5968.313965
	Iteration 62Q: 3 clusters Score -2.154866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21548652.000000 Penalty: 5968.313965
	Iteration 63Q: 3 clusters Score -2.154865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21548668.000000 Penalty: 5968.313965
	Iteration 64Q: 3 clusters Score -2.154867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21548668.000000 Penalty: 5968.313965
	Iteration 65Q: 3 clusters Score -2.154867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21548672.000000 Penalty: 5968.313965
	Iteration 66Q: 3 clusters Score -2.154867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21548668.000000 Penalty: 5968.313965
	Iteration 67Q: 3 clusters Score -2.154867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21548676.000000 Penalty: 5968.313965
	Iteration 68Q: 3 clusters Score -2.154868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167238 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21548668.000000 Penalty: 5968.313965
	Iteration 69Q: 3 clusters Score -2.154867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -21548656.000000 Penalty: 5968.313965
	Iteration 70Q: 3 clusters Score -2.154866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21548672.000000 Penalty: 5968.313965
	Iteration 71Q: 3 clusters Score -2.154867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21548674.000000 Penalty: 5968.313965
	Iteration 72Q: 3 clusters Score -2.154867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21548666.000000 Penalty: 5968.313965
	Iteration 73Q: 3 clusters Score -2.154867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21548670.000000 Penalty: 5968.313965
	Iteration 74Q: 3 clusters Score -2.154867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21548670.000000 Penalty: 5968.313965
	Iteration 75F: 3 clusters Score -2.154867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (287139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287139 members 
Entering Unmasked Estep 
Score: -36716924.000000 Penalty: 3116.794922
	Iteration 0F: 2 clusters Score -3.671692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 143371 members 
Entering Unmasked Estep 
Score: -36541648.000000 Penalty: 6233.589844
	Iteration 0F: 3 clusters Score -3.654165e+07 nChanged 139039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -36624452.000000 Penalty: 6233.589844
	Iteration 1F: 3 clusters Score -3.662445e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 140946 members 
Entering Unmasked Estep 
Score: -36627000.000000 Penalty: 6233.589844
	Iteration 2Q: 3 clusters Score -3.6627e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147429 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -36630352.000000 Penalty: 6233.589844
	Iteration 3Q: 3 clusters Score -3.663035e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 138235 members 
Entering Unmasked Estep 
Score: -36635180.000000 Penalty: 6233.589844
	Iteration 4Q: 3 clusters Score -3.663518e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 136461 members 
Entering Unmasked Estep 
Score: -36642020.000000 Penalty: 6233.589844
	Iteration 5Q: 3 clusters Score -3.664202e+07 nChanged 15365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -36650164.000000 Penalty: 6233.589844
	Iteration 6F: 3 clusters Score -3.665016e+07 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -36659980.000000 Penalty: 6233.589844
	Iteration 7F: 3 clusters Score -3.665998e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -36669084.000000 Penalty: 6233.589844
	Iteration 8F: 3 clusters Score -3.666908e+07 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 127639 members 
Entering Unmasked Estep 
Score: -36675864.000000 Penalty: 6233.589844
	Iteration 9F: 3 clusters Score -3.667586e+07 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -36680536.000000 Penalty: 6233.589844
	Iteration 10Q: 3 clusters Score -3.668054e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -36683488.000000 Penalty: 6233.589844
	Iteration 11Q: 3 clusters Score -3.668349e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -36685124.000000 Penalty: 6233.589844
	Iteration 12Q: 3 clusters Score -3.668512e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -36686180.000000 Penalty: 6233.589844
	Iteration 13Q: 3 clusters Score -3.668618e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168065 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -36686696.000000 Penalty: 6233.589844
	Iteration 14Q: 3 clusters Score -3.66867e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169035 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -36687056.000000 Penalty: 6233.589844
	Iteration 15Q: 3 clusters Score -3.668706e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -36687332.000000 Penalty: 6233.589844
	Iteration 16Q: 3 clusters Score -3.668733e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 116177 members 
Entering Unmasked Estep 
Score: -36687508.000000 Penalty: 6233.589844
	Iteration 17Q: 3 clusters Score -3.668751e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -36687352.000000 Penalty: 6233.589844
	Iteration 18Q: 3 clusters Score -3.668735e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -36687468.000000 Penalty: 6233.589844
	Iteration 19Q: 3 clusters Score -3.668747e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -36687672.000000 Penalty: 6233.589844
	Iteration 20F: 3 clusters Score -3.668767e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -36687896.000000 Penalty: 6233.589844
	Iteration 21Q: 3 clusters Score -3.66879e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -36688100.000000 Penalty: 6233.589844
	Iteration 22Q: 3 clusters Score -3.66881e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -36688380.000000 Penalty: 6233.589844
	Iteration 23Q: 3 clusters Score -3.668838e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -36688396.000000 Penalty: 6233.589844
	Iteration 24Q: 3 clusters Score -3.66884e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -36688456.000000 Penalty: 6233.589844
	Iteration 25Q: 3 clusters Score -3.668846e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -36688472.000000 Penalty: 6233.589844
	Iteration 26Q: 3 clusters Score -3.668847e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -36688556.000000 Penalty: 6233.589844
	Iteration 27Q: 3 clusters Score -3.668856e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180748 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -36688632.000000 Penalty: 6233.589844
	Iteration 28Q: 3 clusters Score -3.668863e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -36688684.000000 Penalty: 6233.589844
	Iteration 29Q: 3 clusters Score -3.668868e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -36688772.000000 Penalty: 6233.589844
	Iteration 30Q: 3 clusters Score -3.668877e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -36688764.000000 Penalty: 6233.589844
	Iteration 31Q: 3 clusters Score -3.668876e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -36688928.000000 Penalty: 6233.589844
	Iteration 32Q: 3 clusters Score -3.668893e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183935 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -36688908.000000 Penalty: 6233.589844
	Iteration 33Q: 3 clusters Score -3.668891e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -36688848.000000 Penalty: 6233.589844
	Iteration 34Q: 3 clusters Score -3.668885e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -36688952.000000 Penalty: 6233.589844
	Iteration 35Q: 3 clusters Score -3.668895e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -36688932.000000 Penalty: 6233.589844
	Iteration 36Q: 3 clusters Score -3.668893e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185652 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -36689024.000000 Penalty: 6233.589844
	Iteration 37Q: 3 clusters Score -3.668902e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -36689104.000000 Penalty: 6233.589844
	Iteration 38Q: 3 clusters Score -3.66891e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186231 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -36689212.000000 Penalty: 6233.589844
	Iteration 39Q: 3 clusters Score -3.668921e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -36689200.000000 Penalty: 6233.589844
	Iteration 40F: 3 clusters Score -3.66892e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186579 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -36689232.000000 Penalty: 6233.589844
	Iteration 41Q: 3 clusters Score -3.668923e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186775 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -36689288.000000 Penalty: 6233.589844
	Iteration 42Q: 3 clusters Score -3.668929e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186892 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -36689200.000000 Penalty: 6233.589844
	Iteration 43Q: 3 clusters Score -3.66892e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -36689272.000000 Penalty: 6233.589844
	Iteration 44Q: 3 clusters Score -3.668927e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187125 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -36689320.000000 Penalty: 6233.589844
	Iteration 45Q: 3 clusters Score -3.668932e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -36689324.000000 Penalty: 6233.589844
	Iteration 46Q: 3 clusters Score -3.668932e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -36689300.000000 Penalty: 6233.589844
	Iteration 47Q: 3 clusters Score -3.66893e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -36689236.000000 Penalty: 6233.589844
	Iteration 48Q: 3 clusters Score -3.668924e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186854 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -36689304.000000 Penalty: 6233.589844
	Iteration 49Q: 3 clusters Score -3.66893e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -36689380.000000 Penalty: 6233.589844
	Iteration 50Q: 3 clusters Score -3.668938e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186353 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -36689256.000000 Penalty: 6233.589844
	Iteration 51Q: 3 clusters Score -3.668926e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186031 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -36689284.000000 Penalty: 6233.589844
	Iteration 52Q: 3 clusters Score -3.668928e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185650 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -36689476.000000 Penalty: 6233.589844
	Iteration 53Q: 3 clusters Score -3.668948e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185204 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -36689524.000000 Penalty: 6233.589844
	Iteration 54Q: 3 clusters Score -3.668952e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -36689580.000000 Penalty: 6233.589844
	Iteration 55Q: 3 clusters Score -3.668958e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184182 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -36689560.000000 Penalty: 6233.589844
	Iteration 56Q: 3 clusters Score -3.668956e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -36689780.000000 Penalty: 6233.589844
	Iteration 57Q: 3 clusters Score -3.668978e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -36689956.000000 Penalty: 6233.589844
	Iteration 58Q: 3 clusters Score -3.668996e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182572 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -36689968.000000 Penalty: 6233.589844
	Iteration 59Q: 3 clusters Score -3.668997e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182091 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -36690080.000000 Penalty: 6233.589844
	Iteration 60F: 3 clusters Score -3.669008e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181516 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -36690196.000000 Penalty: 6233.589844
	Iteration 61Q: 3 clusters Score -3.66902e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180973 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -36690292.000000 Penalty: 6233.589844
	Iteration 62Q: 3 clusters Score -3.669029e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -36690264.000000 Penalty: 6233.589844
	Iteration 63Q: 3 clusters Score -3.669026e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179964 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -36690456.000000 Penalty: 6233.589844
	Iteration 64Q: 3 clusters Score -3.669046e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -36690452.000000 Penalty: 6233.589844
	Iteration 65Q: 3 clusters Score -3.669045e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 108109 members 
Entering Unmasked Estep 
Score: -36690620.000000 Penalty: 6233.589844
	Iteration 66Q: 3 clusters Score -3.669062e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -36690744.000000 Penalty: 6233.589844
	Iteration 67Q: 3 clusters Score -3.669074e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -36690720.000000 Penalty: 6233.589844
	Iteration 68Q: 3 clusters Score -3.669072e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -36690868.000000 Penalty: 6233.589844
	Iteration 69Q: 3 clusters Score -3.669087e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177128 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -36690980.000000 Penalty: 6233.589844
	Iteration 70Q: 3 clusters Score -3.669098e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176651 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -36690928.000000 Penalty: 6233.589844
	Iteration 71Q: 3 clusters Score -3.669093e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -36690972.000000 Penalty: 6233.589844
	Iteration 72Q: 3 clusters Score -3.669097e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -36690856.000000 Penalty: 6233.589844
	Iteration 73Q: 3 clusters Score -3.669086e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 112116 members 
Entering Unmasked Estep 
Score: -36690900.000000 Penalty: 6233.589844
	Iteration 74Q: 3 clusters Score -3.66909e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -36690952.000000 Penalty: 6233.589844
	Iteration 75Q: 3 clusters Score -3.669095e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -36691008.000000 Penalty: 6233.589844
	Iteration 76Q: 3 clusters Score -3.669101e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -36691080.000000 Penalty: 6233.589844
	Iteration 77Q: 3 clusters Score -3.669108e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 114581 members 
Entering Unmasked Estep 
Score: -36691216.000000 Penalty: 6233.589844
	Iteration 78Q: 3 clusters Score -3.669122e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -36691304.000000 Penalty: 6233.589844
	Iteration 79Q: 3 clusters Score -3.66913e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -36691452.000000 Penalty: 6233.589844
	Iteration 80F: 3 clusters Score -3.669145e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -36691444.000000 Penalty: 6233.589844
	Iteration 81Q: 3 clusters Score -3.669144e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -36691440.000000 Penalty: 6233.589844
	Iteration 82Q: 3 clusters Score -3.669144e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -36691380.000000 Penalty: 6233.589844
	Iteration 83Q: 3 clusters Score -3.669138e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 117715 members 
Entering Unmasked Estep 
Score: -36691412.000000 Penalty: 6233.589844
	Iteration 84Q: 3 clusters Score -3.669141e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -36691380.000000 Penalty: 6233.589844
	Iteration 85Q: 3 clusters Score -3.669138e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168532 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -36691588.000000 Penalty: 6233.589844
	Iteration 86Q: 3 clusters Score -3.669159e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 119078 members 
Entering Unmasked Estep 
Score: -36691760.000000 Penalty: 6233.589844
	Iteration 87Q: 3 clusters Score -3.669176e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -36691900.000000 Penalty: 6233.589844
	Iteration 88Q: 3 clusters Score -3.66919e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -36692196.000000 Penalty: 6233.589844
	Iteration 89Q: 3 clusters Score -3.66922e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -36692296.000000 Penalty: 6233.589844
	Iteration 90Q: 3 clusters Score -3.66923e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 120678 members 
Entering Unmasked Estep 
Score: -36692376.000000 Penalty: 6233.589844
	Iteration 91Q: 3 clusters Score -3.669238e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -36692528.000000 Penalty: 6233.589844
	Iteration 92Q: 3 clusters Score -3.669253e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -36692640.000000 Penalty: 6233.589844
	Iteration 93Q: 3 clusters Score -3.669264e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
Score: -36692780.000000 Penalty: 6233.589844
	Iteration 94Q: 3 clusters Score -3.669278e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -36692860.000000 Penalty: 6233.589844
	Iteration 95Q: 3 clusters Score -3.669286e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -36692956.000000 Penalty: 6233.589844
	Iteration 96Q: 3 clusters Score -3.669296e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -36693048.000000 Penalty: 6233.589844
	Iteration 97Q: 3 clusters Score -3.669305e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 122292 members 
Entering Unmasked Estep 
Score: -36693044.000000 Penalty: 6233.589844
	Iteration 98Q: 3 clusters Score -3.669304e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -36693028.000000 Penalty: 6233.589844
	Iteration 99Q: 3 clusters Score -3.669303e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -36693164.000000 Penalty: 6233.589844
	Iteration 100F: 3 clusters Score -3.669316e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 122656 members 
Entering Unmasked Estep 
Score: -36693232.000000 Penalty: 6233.589844
	Iteration 101Q: 3 clusters Score -3.669323e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -36693340.000000 Penalty: 6233.589844
	Iteration 102Q: 3 clusters Score -3.669334e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164404 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -36693396.000000 Penalty: 6233.589844
	Iteration 103Q: 3 clusters Score -3.66934e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -36693604.000000 Penalty: 6233.589844
	Iteration 104Q: 3 clusters Score -3.66936e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -36693668.000000 Penalty: 6233.589844
	Iteration 105Q: 3 clusters Score -3.669367e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -36693744.000000 Penalty: 6233.589844
	Iteration 106Q: 3 clusters Score -3.669374e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -36693620.000000 Penalty: 6233.589844
	Iteration 107Q: 3 clusters Score -3.669362e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164574 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -36693780.000000 Penalty: 6233.589844
	Iteration 108Q: 3 clusters Score -3.669378e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -36693864.000000 Penalty: 6233.589844
	Iteration 109Q: 3 clusters Score -3.669386e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 122416 members 
Entering Unmasked Estep 
Score: -36693884.000000 Penalty: 6233.589844
	Iteration 110Q: 3 clusters Score -3.669388e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -36693880.000000 Penalty: 6233.589844
	Iteration 111Q: 3 clusters Score -3.669388e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 122206 members 
Entering Unmasked Estep 
Score: -36693900.000000 Penalty: 6233.589844
	Iteration 112Q: 3 clusters Score -3.66939e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 122120 members 
Entering Unmasked Estep 
Score: -36693848.000000 Penalty: 6233.589844
	Iteration 113Q: 3 clusters Score -3.669385e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -36693924.000000 Penalty: 6233.589844
	Iteration 114Q: 3 clusters Score -3.669392e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165144 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -36694004.000000 Penalty: 6233.589844
	Iteration 115Q: 3 clusters Score -3.6694e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 121922 members 
Entering Unmasked Estep 
Score: -36693932.000000 Penalty: 6233.589844
	Iteration 116Q: 3 clusters Score -3.669393e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -36693984.000000 Penalty: 6233.589844
	Iteration 117Q: 3 clusters Score -3.669398e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 121771 members 
Entering Unmasked Estep 
Score: -36693948.000000 Penalty: 6233.589844
	Iteration 118Q: 3 clusters Score -3.669395e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -36693956.000000 Penalty: 6233.589844
	Iteration 119Q: 3 clusters Score -3.669396e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 121578 members 
Entering Unmasked Estep 
Score: -36694008.000000 Penalty: 6233.589844
	Iteration 120F: 3 clusters Score -3.669401e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -36694060.000000 Penalty: 6233.589844
	Iteration 121Q: 3 clusters Score -3.669406e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -36694140.000000 Penalty: 6233.589844
	Iteration 122Q: 3 clusters Score -3.669414e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -36694160.000000 Penalty: 6233.589844
	Iteration 123Q: 3 clusters Score -3.669416e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -36694136.000000 Penalty: 6233.589844
	Iteration 124Q: 3 clusters Score -3.669414e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -36694144.000000 Penalty: 6233.589844
	Iteration 125Q: 3 clusters Score -3.669414e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166151 members 
Mstep: Class 2 contains 120988 members 
Entering Unmasked Estep 
Score: -36694152.000000 Penalty: 6233.589844
	Iteration 126Q: 3 clusters Score -3.669415e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -36694184.000000 Penalty: 6233.589844
	Iteration 127Q: 3 clusters Score -3.669418e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 120801 members 
Entering Unmasked Estep 
Score: -36694212.000000 Penalty: 6233.589844
	Iteration 128Q: 3 clusters Score -3.669421e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 120739 members 
Entering Unmasked Estep 
Score: -36694164.000000 Penalty: 6233.589844
	Iteration 129Q: 3 clusters Score -3.669416e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 120662 members 
Entering Unmasked Estep 
Score: -36694216.000000 Penalty: 6233.589844
	Iteration 130Q: 3 clusters Score -3.669422e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -36694208.000000 Penalty: 6233.589844
	Iteration 131Q: 3 clusters Score -3.669421e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -36694280.000000 Penalty: 6233.589844
	Iteration 132Q: 3 clusters Score -3.669428e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -36694300.000000 Penalty: 6233.589844
	Iteration 133Q: 3 clusters Score -3.66943e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -36694336.000000 Penalty: 6233.589844
	Iteration 134Q: 3 clusters Score -3.669434e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -36694328.000000 Penalty: 6233.589844
	Iteration 135Q: 3 clusters Score -3.669433e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 120234 members 
Entering Unmasked Estep 
Score: -36694332.000000 Penalty: 6233.589844
	Iteration 136Q: 3 clusters Score -3.669433e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -36694324.000000 Penalty: 6233.589844
	Iteration 137Q: 3 clusters Score -3.669432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167021 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -36694324.000000 Penalty: 6233.589844
	Iteration 138Q: 3 clusters Score -3.669432e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Mstep: Class 2 contains 120088 members 
Entering Unmasked Estep 
Score: -36694424.000000 Penalty: 6233.589844
	Iteration 139Q: 3 clusters Score -3.669442e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167080 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -36694416.000000 Penalty: 6233.589844
	Iteration 140F: 3 clusters Score -3.669442e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -36694388.000000 Penalty: 6233.589844
	Iteration 141Q: 3 clusters Score -3.669439e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -36694372.000000 Penalty: 6233.589844
	Iteration 142Q: 3 clusters Score -3.669437e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -36694436.000000 Penalty: 6233.589844
	Iteration 143Q: 3 clusters Score -3.669444e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -36694404.000000 Penalty: 6233.589844
	Iteration 144Q: 3 clusters Score -3.66944e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 145Q: 3 clusters Score -3.669446e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167210 members 
Mstep: Class 2 contains 119929 members 
Entering Unmasked Estep 
Score: -36694460.000000 Penalty: 6233.589844
	Iteration 146Q: 3 clusters Score -3.669446e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 119917 members 
Entering Unmasked Estep 
Score: -36694484.000000 Penalty: 6233.589844
	Iteration 147Q: 3 clusters Score -3.669448e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -36694480.000000 Penalty: 6233.589844
	Iteration 148Q: 3 clusters Score -3.669448e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -36694444.000000 Penalty: 6233.589844
	Iteration 149Q: 3 clusters Score -3.669444e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 119900 members 
Entering Unmasked Estep 
Score: -36694432.000000 Penalty: 6233.589844
	Iteration 150Q: 3 clusters Score -3.669443e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 119885 members 
Entering Unmasked Estep 
Score: -36694440.000000 Penalty: 6233.589844
	Iteration 151Q: 3 clusters Score -3.669444e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -36694416.000000 Penalty: 6233.589844
	Iteration 152Q: 3 clusters Score -3.669442e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -36694432.000000 Penalty: 6233.589844
	Iteration 153Q: 3 clusters Score -3.669443e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -36694456.000000 Penalty: 6233.589844
	Iteration 154Q: 3 clusters Score -3.669446e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167376 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -36694432.000000 Penalty: 6233.589844
	Iteration 155Q: 3 clusters Score -3.669443e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -36694420.000000 Penalty: 6233.589844
	Iteration 156Q: 3 clusters Score -3.669442e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 157Q: 3 clusters Score -3.669446e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 158Q: 3 clusters Score -3.669446e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -36694452.000000 Penalty: 6233.589844
	Iteration 159Q: 3 clusters Score -3.669445e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -36694416.000000 Penalty: 6233.589844
	Iteration 160F: 3 clusters Score -3.669442e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -36694412.000000 Penalty: 6233.589844
	Iteration 161Q: 3 clusters Score -3.669441e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -36694388.000000 Penalty: 6233.589844
	Iteration 162Q: 3 clusters Score -3.669439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -36694384.000000 Penalty: 6233.589844
	Iteration 163Q: 3 clusters Score -3.669438e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -36694420.000000 Penalty: 6233.589844
	Iteration 164Q: 3 clusters Score -3.669442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167598 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -36694400.000000 Penalty: 6233.589844
	Iteration 165Q: 3 clusters Score -3.66944e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -36694428.000000 Penalty: 6233.589844
	Iteration 166Q: 3 clusters Score -3.669443e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -36694456.000000 Penalty: 6233.589844
	Iteration 167Q: 3 clusters Score -3.669446e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 119446 members 
Entering Unmasked Estep 
Score: -36694504.000000 Penalty: 6233.589844
	Iteration 168Q: 3 clusters Score -3.66945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -36694480.000000 Penalty: 6233.589844
	Iteration 169Q: 3 clusters Score -3.669448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 119440 members 
Entering Unmasked Estep 
Score: -36694488.000000 Penalty: 6233.589844
	Iteration 170Q: 3 clusters Score -3.669449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -36694504.000000 Penalty: 6233.589844
	Iteration 171Q: 3 clusters Score -3.66945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
Score: -36694508.000000 Penalty: 6233.589844
	Iteration 172Q: 3 clusters Score -3.669451e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -36694492.000000 Penalty: 6233.589844
	Iteration 173Q: 3 clusters Score -3.669449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -36694484.000000 Penalty: 6233.589844
	Iteration 174Q: 3 clusters Score -3.669448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167805 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -36694500.000000 Penalty: 6233.589844
	Iteration 175Q: 3 clusters Score -3.66945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -36694480.000000 Penalty: 6233.589844
	Iteration 176Q: 3 clusters Score -3.669448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -36694536.000000 Penalty: 6233.589844
	Iteration 177Q: 3 clusters Score -3.669454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -36694512.000000 Penalty: 6233.589844
	Iteration 178Q: 3 clusters Score -3.669451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -36694520.000000 Penalty: 6233.589844
	Iteration 179Q: 3 clusters Score -3.669452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -36694516.000000 Penalty: 6233.589844
	Iteration 180F: 3 clusters Score -3.669452e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -36694512.000000 Penalty: 6233.589844
	Iteration 181Q: 3 clusters Score -3.669451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -36694496.000000 Penalty: 6233.589844
	Iteration 182Q: 3 clusters Score -3.66945e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -36694504.000000 Penalty: 6233.589844
	Iteration 183Q: 3 clusters Score -3.66945e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 119142 members 
Entering Unmasked Estep 
Score: -36694436.000000 Penalty: 6233.589844
	Iteration 184Q: 3 clusters Score -3.669444e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -36694444.000000 Penalty: 6233.589844
	Iteration 185Q: 3 clusters Score -3.669444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -36694476.000000 Penalty: 6233.589844
	Iteration 186Q: 3 clusters Score -3.669448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -36694488.000000 Penalty: 6233.589844
	Iteration 187Q: 3 clusters Score -3.669449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 188Q: 3 clusters Score -3.669446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -36694508.000000 Penalty: 6233.589844
	Iteration 189Q: 3 clusters Score -3.669451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 190Q: 3 clusters Score -3.669447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -36694484.000000 Penalty: 6233.589844
	Iteration 191Q: 3 clusters Score -3.669448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -36694472.000000 Penalty: 6233.589844
	Iteration 192Q: 3 clusters Score -3.669447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -36694484.000000 Penalty: 6233.589844
	Iteration 193Q: 3 clusters Score -3.669448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 194Q: 3 clusters Score -3.669447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -36694476.000000 Penalty: 6233.589844
	Iteration 195Q: 3 clusters Score -3.669448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -36694448.000000 Penalty: 6233.589844
	Iteration 196Q: 3 clusters Score -3.669445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 118910 members 
Entering Unmasked Estep 
Score: -36694472.000000 Penalty: 6233.589844
	Iteration 197Q: 3 clusters Score -3.669447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168240 members 
Mstep: Class 2 contains 118899 members 
Entering Unmasked Estep 
Score: -36694444.000000 Penalty: 6233.589844
	Iteration 198Q: 3 clusters Score -3.669444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168251 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 199Q: 3 clusters Score -3.669447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -36694448.000000 Penalty: 6233.589844
	Iteration 200F: 3 clusters Score -3.669445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 201Q: 3 clusters Score -3.669447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -36694488.000000 Penalty: 6233.589844
	Iteration 202Q: 3 clusters Score -3.669449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 203Q: 3 clusters Score -3.669446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 204Q: 3 clusters Score -3.669446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -36694492.000000 Penalty: 6233.589844
	Iteration 205Q: 3 clusters Score -3.669449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -36694480.000000 Penalty: 6233.589844
	Iteration 206Q: 3 clusters Score -3.669448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -36694496.000000 Penalty: 6233.589844
	Iteration 207Q: 3 clusters Score -3.66945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -36694496.000000 Penalty: 6233.589844
	Iteration 208Q: 3 clusters Score -3.66945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -36694488.000000 Penalty: 6233.589844
	Iteration 209Q: 3 clusters Score -3.669449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 118890 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 210Q: 3 clusters Score -3.669446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -36694476.000000 Penalty: 6233.589844
	Iteration 211Q: 3 clusters Score -3.669448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -36694476.000000 Penalty: 6233.589844
	Iteration 212Q: 3 clusters Score -3.669448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -36694460.000000 Penalty: 6233.589844
	Iteration 213Q: 3 clusters Score -3.669446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 214Q: 3 clusters Score -3.669447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -36694460.000000 Penalty: 6233.589844
	Iteration 215Q: 3 clusters Score -3.669446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168252 members 
Mstep: Class 2 contains 118887 members 
Entering Unmasked Estep 
Score: -36694468.000000 Penalty: 6233.589844
	Iteration 216Q: 3 clusters Score -3.669447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -36694472.000000 Penalty: 6233.589844
	Iteration 217Q: 3 clusters Score -3.669447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 118890 members 
Entering Unmasked Estep 
Score: -36694456.000000 Penalty: 6233.589844
	Iteration 218Q: 3 clusters Score -3.669446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168252 members 
Mstep: Class 2 contains 118887 members 
Entering Unmasked Estep 
Score: -36694456.000000 Penalty: 6233.589844
	Iteration 219Q: 3 clusters Score -3.669446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -36694464.000000 Penalty: 6233.589844
	Iteration 220F: 3 clusters Score -3.669446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -36694452.000000 Penalty: 6233.589844
	Iteration 221Q: 3 clusters Score -3.669445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -36694428.000000 Penalty: 6233.589844
	Iteration 222Q: 3 clusters Score -3.669443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -36694428.000000 Penalty: 6233.589844
	Iteration 223Q: 3 clusters Score -3.669443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -36694440.000000 Penalty: 6233.589844
	Iteration 224Q: 3 clusters Score -3.669444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -36694408.000000 Penalty: 6233.589844
	Iteration 225Q: 3 clusters Score -3.669441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -36694424.000000 Penalty: 6233.589844
	Iteration 226Q: 3 clusters Score -3.669442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -36694432.000000 Penalty: 6233.589844
	Iteration 227Q: 3 clusters Score -3.669443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -36694432.000000 Penalty: 6233.589844
	Iteration 228Q: 3 clusters Score -3.669443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -36694424.000000 Penalty: 6233.589844
	Iteration 229Q: 3 clusters Score -3.669442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -36694424.000000 Penalty: 6233.589844
	Iteration 230F: 3 clusters Score -3.669442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Entering Unmasked Estep 
Score: -14099532.000000 Penalty: 2874.961426
	Iteration 0F: 2 clusters Score -1.409953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -14026984.000000 Penalty: 5749.922852
	Iteration 0F: 3 clusters Score -1.402698e+07 nChanged 51333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -14056556.000000 Penalty: 5749.922852
	Iteration 1F: 3 clusters Score -1.405656e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -14057262.000000 Penalty: 5749.922852
	Iteration 2Q: 3 clusters Score -1.405726e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -14058099.000000 Penalty: 5749.922852
	Iteration 3Q: 3 clusters Score -1.40581e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -14059065.000000 Penalty: 5749.922852
	Iteration 4Q: 3 clusters Score -1.405906e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -14060417.000000 Penalty: 5749.922852
	Iteration 5Q: 3 clusters Score -1.406042e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -14062509.000000 Penalty: 5749.922852
	Iteration 6Q: 3 clusters Score -1.406251e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -14065756.000000 Penalty: 5749.922852
	Iteration 7F: 3 clusters Score -1.406576e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -14070423.000000 Penalty: 5749.922852
	Iteration 8F: 3 clusters Score -1.407042e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -14076436.000000 Penalty: 5749.922852
	Iteration 9F: 3 clusters Score -1.407644e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -14082354.000000 Penalty: 5749.922852
	Iteration 10F: 3 clusters Score -1.408235e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -14087131.000000 Penalty: 5749.922852
	Iteration 11F: 3 clusters Score -1.408713e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -14090619.000000 Penalty: 5749.922852
	Iteration 12Q: 3 clusters Score -1.409062e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -14092965.000000 Penalty: 5749.922852
	Iteration 13Q: 3 clusters Score -1.409296e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -14094504.000000 Penalty: 5749.922852
	Iteration 14Q: 3 clusters Score -1.40945e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -14095520.000000 Penalty: 5749.922852
	Iteration 15Q: 3 clusters Score -1.409552e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -14096044.000000 Penalty: 5749.922852
	Iteration 16Q: 3 clusters Score -1.409604e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -14096467.000000 Penalty: 5749.922852
	Iteration 17Q: 3 clusters Score -1.409647e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -14096713.000000 Penalty: 5749.922852
	Iteration 18Q: 3 clusters Score -1.409671e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -14096881.000000 Penalty: 5749.922852
	Iteration 19Q: 3 clusters Score -1.409688e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -14096950.000000 Penalty: 5749.922852
	Iteration 20F: 3 clusters Score -1.409695e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -14097053.000000 Penalty: 5749.922852
	Iteration 21Q: 3 clusters Score -1.409705e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -14097115.000000 Penalty: 5749.922852
	Iteration 22Q: 3 clusters Score -1.409712e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -14097196.000000 Penalty: 5749.922852
	Iteration 23Q: 3 clusters Score -1.40972e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -14097203.000000 Penalty: 5749.922852
	Iteration 24Q: 3 clusters Score -1.40972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -14097234.000000 Penalty: 5749.922852
	Iteration 25Q: 3 clusters Score -1.409723e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -14097239.000000 Penalty: 5749.922852
	Iteration 26Q: 3 clusters Score -1.409724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -14097277.000000 Penalty: 5749.922852
	Iteration 27Q: 3 clusters Score -1.409728e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -14097275.000000 Penalty: 5749.922852
	Iteration 28Q: 3 clusters Score -1.409728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -14097293.000000 Penalty: 5749.922852
	Iteration 29Q: 3 clusters Score -1.409729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -14097316.000000 Penalty: 5749.922852
	Iteration 30Q: 3 clusters Score -1.409732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -14097325.000000 Penalty: 5749.922852
	Iteration 31Q: 3 clusters Score -1.409732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -14097351.000000 Penalty: 5749.922852
	Iteration 32Q: 3 clusters Score -1.409735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -14097366.000000 Penalty: 5749.922852
	Iteration 33Q: 3 clusters Score -1.409737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -14097370.000000 Penalty: 5749.922852
	Iteration 34Q: 3 clusters Score -1.409737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -14097383.000000 Penalty: 5749.922852
	Iteration 35Q: 3 clusters Score -1.409738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -14097391.000000 Penalty: 5749.922852
	Iteration 36Q: 3 clusters Score -1.409739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -14097384.000000 Penalty: 5749.922852
	Iteration 37Q: 3 clusters Score -1.409738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -14097385.000000 Penalty: 5749.922852
	Iteration 38Q: 3 clusters Score -1.409738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -14097392.000000 Penalty: 5749.922852
	Iteration 39Q: 3 clusters Score -1.409739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -14097379.000000 Penalty: 5749.922852
	Iteration 40F: 3 clusters Score -1.409738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -14097383.000000 Penalty: 5749.922852
	Iteration 41Q: 3 clusters Score -1.409738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -14097397.000000 Penalty: 5749.922852
	Iteration 42Q: 3 clusters Score -1.40974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -14097395.000000 Penalty: 5749.922852
	Iteration 43Q: 3 clusters Score -1.40974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -14097406.000000 Penalty: 5749.922852
	Iteration 44Q: 3 clusters Score -1.409741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -14097396.000000 Penalty: 5749.922852
	Iteration 45Q: 3 clusters Score -1.40974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -14097389.000000 Penalty: 5749.922852
	Iteration 46Q: 3 clusters Score -1.409739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -14097409.000000 Penalty: 5749.922852
	Iteration 47Q: 3 clusters Score -1.409741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -14097406.000000 Penalty: 5749.922852
	Iteration 48Q: 3 clusters Score -1.409741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -14097396.000000 Penalty: 5749.922852
	Iteration 49Q: 3 clusters Score -1.40974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -14097405.000000 Penalty: 5749.922852
	Iteration 50Q: 3 clusters Score -1.40974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -14097404.000000 Penalty: 5749.922852
	Iteration 51Q: 3 clusters Score -1.40974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -14097412.000000 Penalty: 5749.922852
	Iteration 52Q: 3 clusters Score -1.409741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -14097422.000000 Penalty: 5749.922852
	Iteration 53Q: 3 clusters Score -1.409742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -14097416.000000 Penalty: 5749.922852
	Iteration 54Q: 3 clusters Score -1.409742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -14097414.000000 Penalty: 5749.922852
	Iteration 55Q: 3 clusters Score -1.409741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -14097413.000000 Penalty: 5749.922852
	Iteration 56Q: 3 clusters Score -1.409741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -14097413.000000 Penalty: 5749.922852
	Iteration 57Q: 3 clusters Score -1.409741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -14097413.000000 Penalty: 5749.922852
	Iteration 58F: 3 clusters Score -1.409741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -415942.937500 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -415942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -412647.281250 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -412647.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -413263.687500 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -413263.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -413418.250000 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -413418.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -413521.343750 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -413521.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -413582.812500 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -413582.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -413629.218750 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -413629.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -413653.250000 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -413653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -413665.593750 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -413665.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -413676.187500 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -413676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -413688.937500 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -413688.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -413698.750000 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -413698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -413706.250000 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -413706.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -413714.062500 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -413714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -413717.937500 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -413717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -413721.843750 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -413721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -413725.843750 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -413725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -413726.250000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -413726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -413727.718750 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -413727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -413728.312500 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -413728.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -413728.312500 Penalty: 3984.050537
	Iteration 19F: 3 clusters Score -413728.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Entering Unmasked Estep 
Score: -22042914.000000 Penalty: 2988.152832
	Iteration 0F: 2 clusters Score -2.204291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -21929736.000000 Penalty: 5976.305664
	Iteration 0F: 3 clusters Score -2.192974e+07 nChanged 81881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -21978240.000000 Penalty: 5976.305664
	Iteration 1F: 3 clusters Score -2.197824e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -21980188.000000 Penalty: 5976.305664
	Iteration 2Q: 3 clusters Score -2.198019e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -21982930.000000 Penalty: 5976.305664
	Iteration 3Q: 3 clusters Score -2.198293e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -21987248.000000 Penalty: 5976.305664
	Iteration 4F: 3 clusters Score -2.198725e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -21994146.000000 Penalty: 5976.305664
	Iteration 5F: 3 clusters Score -2.199415e+07 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 128636 members 
Entering Unmasked Estep 
Score: -22003804.000000 Penalty: 5976.305664
	Iteration 6F: 3 clusters Score -2.20038e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -22014562.000000 Penalty: 5976.305664
	Iteration 7F: 3 clusters Score -2.201456e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -22024362.000000 Penalty: 5976.305664
	Iteration 8F: 3 clusters Score -2.202436e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -22031004.000000 Penalty: 5976.305664
	Iteration 9Q: 3 clusters Score -2.2031e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -22035196.000000 Penalty: 5976.305664
	Iteration 10Q: 3 clusters Score -2.20352e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -22037626.000000 Penalty: 5976.305664
	Iteration 11Q: 3 clusters Score -2.203763e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -22038940.000000 Penalty: 5976.305664
	Iteration 12Q: 3 clusters Score -2.203894e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -22039536.000000 Penalty: 5976.305664
	Iteration 13Q: 3 clusters Score -2.203954e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -22039940.000000 Penalty: 5976.305664
	Iteration 14Q: 3 clusters Score -2.203994e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -22040148.000000 Penalty: 5976.305664
	Iteration 15Q: 3 clusters Score -2.204015e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 5976.305664
	Iteration 16Q: 3 clusters Score -2.204022e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -22040272.000000 Penalty: 5976.305664
	Iteration 17Q: 3 clusters Score -2.204027e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -22040290.000000 Penalty: 5976.305664
	Iteration 18Q: 3 clusters Score -2.204029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 170470 members 
Entering Unmasked Estep 
Score: -22040324.000000 Penalty: 5976.305664
	Iteration 19Q: 3 clusters Score -2.204032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -22040352.000000 Penalty: 5976.305664
	Iteration 20F: 3 clusters Score -2.204035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -22040376.000000 Penalty: 5976.305664
	Iteration 21Q: 3 clusters Score -2.204038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 170524 members 
Entering Unmasked Estep 
Score: -22040394.000000 Penalty: 5976.305664
	Iteration 22Q: 3 clusters Score -2.204039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 170530 members 
Entering Unmasked Estep 
Score: -22040392.000000 Penalty: 5976.305664
	Iteration 23Q: 3 clusters Score -2.204039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -22040386.000000 Penalty: 5976.305664
	Iteration 24Q: 3 clusters Score -2.204039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -22040398.000000 Penalty: 5976.305664
	Iteration 25Q: 3 clusters Score -2.20404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170550 members 
Entering Unmasked Estep 
Score: -22040400.000000 Penalty: 5976.305664
	Iteration 26Q: 3 clusters Score -2.20404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 170551 members 
Entering Unmasked Estep 
Score: -22040410.000000 Penalty: 5976.305664
	Iteration 27Q: 3 clusters Score -2.204041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -22040406.000000 Penalty: 5976.305664
	Iteration 28Q: 3 clusters Score -2.204041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 170554 members 
Entering Unmasked Estep 
Score: -22040406.000000 Penalty: 5976.305664
	Iteration 29Q: 3 clusters Score -2.204041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -22040398.000000 Penalty: 5976.305664
	Iteration 30Q: 3 clusters Score -2.20404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 170559 members 
Entering Unmasked Estep 
Score: -22040396.000000 Penalty: 5976.305664
	Iteration 31Q: 3 clusters Score -2.20404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170561 members 
Entering Unmasked Estep 
Score: -22040390.000000 Penalty: 5976.305664
	Iteration 32Q: 3 clusters Score -2.204039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -22040396.000000 Penalty: 5976.305664
	Iteration 33Q: 3 clusters Score -2.20404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
Score: -22040402.000000 Penalty: 5976.305664
	Iteration 34Q: 3 clusters Score -2.20404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -22040402.000000 Penalty: 5976.305664
	Iteration 35Q: 3 clusters Score -2.20404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -22040402.000000 Penalty: 5976.305664
	Iteration 36F: 3 clusters Score -2.20404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Entering Unmasked Estep 
Score: -19307638.000000 Penalty: 2952.561035
	Iteration 0F: 2 clusters Score -1.930764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -19209234.000000 Penalty: 5905.122070
	Iteration 0F: 3 clusters Score -1.920923e+07 nChanged 70698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -19250408.000000 Penalty: 5905.122070
	Iteration 1F: 3 clusters Score -1.925041e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -19251430.000000 Penalty: 5905.122070
	Iteration 2Q: 3 clusters Score -1.925143e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -19252494.000000 Penalty: 5905.122070
	Iteration 3Q: 3 clusters Score -1.925249e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -19253838.000000 Penalty: 5905.122070
	Iteration 4Q: 3 clusters Score -1.925384e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -19256226.000000 Penalty: 5905.122070
	Iteration 5Q: 3 clusters Score -1.925623e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -19260088.000000 Penalty: 5905.122070
	Iteration 6Q: 3 clusters Score -1.926009e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 102728 members 
Entering Unmasked Estep 
Score: -19266570.000000 Penalty: 5905.122070
	Iteration 7F: 3 clusters Score -1.926657e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -19275452.000000 Penalty: 5905.122070
	Iteration 8F: 3 clusters Score -1.927545e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -19284856.000000 Penalty: 5905.122070
	Iteration 9F: 3 clusters Score -1.928486e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -19292636.000000 Penalty: 5905.122070
	Iteration 10F: 3 clusters Score -1.929264e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -19298100.000000 Penalty: 5905.122070
	Iteration 11Q: 3 clusters Score -1.92981e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 143118 members 
Entering Unmasked Estep 
Score: -19301332.000000 Penalty: 5905.122070
	Iteration 12Q: 3 clusters Score -1.930133e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 145292 members 
Entering Unmasked Estep 
Score: -19303118.000000 Penalty: 5905.122070
	Iteration 13Q: 3 clusters Score -1.930312e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 146393 members 
Entering Unmasked Estep 
Score: -19303984.000000 Penalty: 5905.122070
	Iteration 14Q: 3 clusters Score -1.930398e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -19304416.000000 Penalty: 5905.122070
	Iteration 15Q: 3 clusters Score -1.930442e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -19304618.000000 Penalty: 5905.122070
	Iteration 16Q: 3 clusters Score -1.930462e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -19304768.000000 Penalty: 5905.122070
	Iteration 17Q: 3 clusters Score -1.930477e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19304838.000000 Penalty: 5905.122070
	Iteration 18Q: 3 clusters Score -1.930484e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 147501 members 
Entering Unmasked Estep 
Score: -19304900.000000 Penalty: 5905.122070
	Iteration 19Q: 3 clusters Score -1.93049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -19304944.000000 Penalty: 5905.122070
	Iteration 20F: 3 clusters Score -1.930494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -19304956.000000 Penalty: 5905.122070
	Iteration 21Q: 3 clusters Score -1.930496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -19305008.000000 Penalty: 5905.122070
	Iteration 22Q: 3 clusters Score -1.930501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -19304998.000000 Penalty: 5905.122070
	Iteration 23Q: 3 clusters Score -1.9305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 147586 members 
Entering Unmasked Estep 
Score: -19305002.000000 Penalty: 5905.122070
	Iteration 24Q: 3 clusters Score -1.9305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -19305010.000000 Penalty: 5905.122070
	Iteration 25Q: 3 clusters Score -1.930501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -19305036.000000 Penalty: 5905.122070
	Iteration 26Q: 3 clusters Score -1.930504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -19305030.000000 Penalty: 5905.122070
	Iteration 27Q: 3 clusters Score -1.930503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 147610 members 
Entering Unmasked Estep 
Score: -19305040.000000 Penalty: 5905.122070
	Iteration 28Q: 3 clusters Score -1.930504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -19305040.000000 Penalty: 5905.122070
	Iteration 29Q: 3 clusters Score -1.930504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -19305058.000000 Penalty: 5905.122070
	Iteration 30Q: 3 clusters Score -1.930506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 147622 members 
Entering Unmasked Estep 
Score: -19305054.000000 Penalty: 5905.122070
	Iteration 31Q: 3 clusters Score -1.930505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -19305058.000000 Penalty: 5905.122070
	Iteration 32Q: 3 clusters Score -1.930506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -19305076.000000 Penalty: 5905.122070
	Iteration 33Q: 3 clusters Score -1.930508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -19305078.000000 Penalty: 5905.122070
	Iteration 34Q: 3 clusters Score -1.930508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -19305080.000000 Penalty: 5905.122070
	Iteration 35Q: 3 clusters Score -1.930508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -19305076.000000 Penalty: 5905.122070
	Iteration 36Q: 3 clusters Score -1.930508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -19305076.000000 Penalty: 5905.122070
	Iteration 37F: 3 clusters Score -1.930508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -298754.156250 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -298754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -295762.781250 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -295762.8 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -298791.531250 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -298791.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -302282.468750 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -302282.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -303534.906250 Penalty: 3967.840576
	Iteration 3F: 3 clusters Score -303534.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -303675.593750 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -303675.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -303792.500000 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -303792.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -303868.156250 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -303868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -303925.281250 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -303925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -303975.281250 Penalty: 3967.840576
	Iteration 8Q: 3 clusters Score -303975.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -304037.593750 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -304037.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -304098.250000 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -304098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -304162.687500 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -304162.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -304249.906250 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -304249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -304279.937500 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -304279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -304305.281250 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -304305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -304335.343750 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -304335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -304358.218750 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -304358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304373.187500 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -304373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304377.718750 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -304377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -304381.156250 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -304381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -304382.000000 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -304382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 155115 members 
Mstep: Class 9 contains 168342 members 
Mstep: Class 10 contains 168197 members 
Mstep: Class 12 contains 287139 members 
Mstep: Class 13 contains 108292 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 170929 members 
Mstep: Class 17 contains 148077 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
Score: -166371952.000000 Penalty: 52416.812500
Splitting cluster 18 changes total score from -166366496.000000 to -166371952.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 19 (22196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Entering Unmasked Estep 
Score: -2721260.000000 Penalty: 2481.901611
	Iteration 0F: 2 clusters Score -2721260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2705842.000000 Penalty: 4963.803223
	Iteration 0F: 3 clusters Score -2705842 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2711414.500000 Penalty: 4963.803223
	Iteration 1F: 3 clusters Score -2711414 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2712000.750000 Penalty: 4963.803223
	Iteration 2F: 3 clusters Score -2712001 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2712515.000000 Penalty: 4963.803223
	Iteration 3F: 3 clusters Score -2712515 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2713029.500000 Penalty: 4963.803223
	Iteration 4Q: 3 clusters Score -2713030 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2713589.250000 Penalty: 4963.803223
	Iteration 5Q: 3 clusters Score -2713589 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2714141.250000 Penalty: 4963.803223
	Iteration 6Q: 3 clusters Score -2714141 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2714773.250000 Penalty: 4963.803223
	Iteration 7Q: 3 clusters Score -2714773 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2715375.250000 Penalty: 4963.803223
	Iteration 8Q: 3 clusters Score -2715375 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2716081.750000 Penalty: 4963.803223
	Iteration 9Q: 3 clusters Score -2716082 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2716725.750000 Penalty: 4963.803223
	Iteration 10Q: 3 clusters Score -2716726 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2717262.500000 Penalty: 4963.803223
	Iteration 11Q: 3 clusters Score -2717262 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2717625.000000 Penalty: 4963.803223
	Iteration 12Q: 3 clusters Score -2717625 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2717873.750000 Penalty: 4963.803223
	Iteration 13Q: 3 clusters Score -2717874 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2718035.250000 Penalty: 4963.803223
	Iteration 14Q: 3 clusters Score -2718035 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2718136.250000 Penalty: 4963.803223
	Iteration 15Q: 3 clusters Score -2718136 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2718205.250000 Penalty: 4963.803223
	Iteration 16Q: 3 clusters Score -2718205 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2718242.000000 Penalty: 4963.803223
	Iteration 17Q: 3 clusters Score -2718242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2718276.500000 Penalty: 4963.803223
	Iteration 18Q: 3 clusters Score -2718276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2718298.250000 Penalty: 4963.803223
	Iteration 19Q: 3 clusters Score -2718298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2718356.250000 Penalty: 4963.803223
	Iteration 20F: 3 clusters Score -2718356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2718397.250000 Penalty: 4963.803223
	Iteration 21Q: 3 clusters Score -2718397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2718436.250000 Penalty: 4963.803223
	Iteration 22Q: 3 clusters Score -2718436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2718451.250000 Penalty: 4963.803223
	Iteration 23Q: 3 clusters Score -2718451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2718480.250000 Penalty: 4963.803223
	Iteration 24Q: 3 clusters Score -2718480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2718506.500000 Penalty: 4963.803223
	Iteration 25Q: 3 clusters Score -2718506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2718525.250000 Penalty: 4963.803223
	Iteration 26Q: 3 clusters Score -2718525 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2718546.000000 Penalty: 4963.803223
	Iteration 27Q: 3 clusters Score -2718546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2718563.000000 Penalty: 4963.803223
	Iteration 28Q: 3 clusters Score -2718563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2718570.000000 Penalty: 4963.803223
	Iteration 29Q: 3 clusters Score -2718570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2718600.250000 Penalty: 4963.803223
	Iteration 30Q: 3 clusters Score -2718600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2718614.750000 Penalty: 4963.803223
	Iteration 31Q: 3 clusters Score -2718615 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2718621.250000 Penalty: 4963.803223
	Iteration 32Q: 3 clusters Score -2718621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2718642.250000 Penalty: 4963.803223
	Iteration 33Q: 3 clusters Score -2718642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2718655.750000 Penalty: 4963.803223
	Iteration 34Q: 3 clusters Score -2718656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2718665.750000 Penalty: 4963.803223
	Iteration 35Q: 3 clusters Score -2718666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2718681.500000 Penalty: 4963.803223
	Iteration 36Q: 3 clusters Score -2718682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2718694.750000 Penalty: 4963.803223
	Iteration 37Q: 3 clusters Score -2718695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2718697.000000 Penalty: 4963.803223
	Iteration 38Q: 3 clusters Score -2718697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2718708.750000 Penalty: 4963.803223
	Iteration 39Q: 3 clusters Score -2718709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2718722.500000 Penalty: 4963.803223
	Iteration 40F: 3 clusters Score -2718722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2718729.750000 Penalty: 4963.803223
	Iteration 41Q: 3 clusters Score -2718730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2718749.000000 Penalty: 4963.803223
	Iteration 42Q: 3 clusters Score -2718749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2718762.000000 Penalty: 4963.803223
	Iteration 43Q: 3 clusters Score -2718762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2718775.750000 Penalty: 4963.803223
	Iteration 44Q: 3 clusters Score -2718776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2718782.500000 Penalty: 4963.803223
	Iteration 45Q: 3 clusters Score -2718782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2718795.750000 Penalty: 4963.803223
	Iteration 46Q: 3 clusters Score -2718796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2718804.000000 Penalty: 4963.803223
	Iteration 47Q: 3 clusters Score -2718804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2718812.750000 Penalty: 4963.803223
	Iteration 48Q: 3 clusters Score -2718813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2718828.750000 Penalty: 4963.803223
	Iteration 49Q: 3 clusters Score -2718829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2718830.750000 Penalty: 4963.803223
	Iteration 50Q: 3 clusters Score -2718831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2718839.500000 Penalty: 4963.803223
	Iteration 51Q: 3 clusters Score -2718840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2718852.500000 Penalty: 4963.803223
	Iteration 52Q: 3 clusters Score -2718852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2718870.750000 Penalty: 4963.803223
	Iteration 53Q: 3 clusters Score -2718871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2718871.500000 Penalty: 4963.803223
	Iteration 54Q: 3 clusters Score -2718872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2718886.250000 Penalty: 4963.803223
	Iteration 55Q: 3 clusters Score -2718886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2718897.500000 Penalty: 4963.803223
	Iteration 56Q: 3 clusters Score -2718898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2718920.750000 Penalty: 4963.803223
	Iteration 57Q: 3 clusters Score -2718921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2718936.250000 Penalty: 4963.803223
	Iteration 58Q: 3 clusters Score -2718936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2718952.000000 Penalty: 4963.803223
	Iteration 59Q: 3 clusters Score -2718952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2718960.500000 Penalty: 4963.803223
	Iteration 60F: 3 clusters Score -2718960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2718982.000000 Penalty: 4963.803223
	Iteration 61Q: 3 clusters Score -2718982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2718981.500000 Penalty: 4963.803223
	Iteration 62Q: 3 clusters Score -2718982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2718982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2718986.500000 Penalty: 4963.803223
	Iteration 64Q: 3 clusters Score -2718986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2718993.500000 Penalty: 4963.803223
	Iteration 65Q: 3 clusters Score -2718994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2718998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2719007.750000 Penalty: 4963.803223
	Iteration 67Q: 3 clusters Score -2719008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2719023.250000 Penalty: 4963.803223
	Iteration 68Q: 3 clusters Score -2719023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2719035.000000 Penalty: 4963.803223
	Iteration 69Q: 3 clusters Score -2719035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2719040.750000 Penalty: 4963.803223
	Iteration 70Q: 3 clusters Score -2719041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2719048.500000 Penalty: 4963.803223
	Iteration 71Q: 3 clusters Score -2719048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2719053.250000 Penalty: 4963.803223
	Iteration 72Q: 3 clusters Score -2719053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2719054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2719059.250000 Penalty: 4963.803223
	Iteration 74Q: 3 clusters Score -2719059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2719058.750000 Penalty: 4963.803223
	Iteration 75Q: 3 clusters Score -2719059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2719058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2719068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2719072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2719074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2719081.750000 Penalty: 4963.803223
	Iteration 80F: 3 clusters Score -2719082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2719088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2719094.500000 Penalty: 4963.803223
	Iteration 82Q: 3 clusters Score -2719094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2719096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2719098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2719093 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2719096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2719099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2719102 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2719107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2719104 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2719107 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2719106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2719106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2719106 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2719104 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2719100.000000 Penalty: 4963.803223
	Iteration 96Q: 3 clusters Score -2719100 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2719108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2719110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2719114.500000 Penalty: 4963.803223
	Iteration 99Q: 3 clusters Score -2719114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2719109.750000 Penalty: 4963.803223
	Iteration 100F: 3 clusters Score -2719110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2719112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2719114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2719114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2719114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2719117.000000 Penalty: 4963.803223
	Iteration 105Q: 3 clusters Score -2719117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2719113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2719116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2719116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2719120.500000 Penalty: 4963.803223
	Iteration 109Q: 3 clusters Score -2719120 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2719118 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2719115 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2719117 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2719119 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2719119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2719117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2719125.000000 Penalty: 4963.803223
	Iteration 116Q: 3 clusters Score -2719125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2719126.000000 Penalty: 4963.803223
	Iteration 117Q: 3 clusters Score -2719126 nChanged 21
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Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2719124.000000 Penalty: 4963.803223
	Iteration 118Q: 3 clusters Score -2719124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2719126.000000 Penalty: 4963.803223
	Iteration 119Q: 3 clusters Score -2719126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2719127.750000 Penalty: 4963.803223
	Iteration 120F: 3 clusters Score -2719128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2719128 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2719128 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2719131.000000 Penalty: 4963.803223
	Iteration 123Q: 3 clusters Score -2719131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 6785 members 
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	Iteration 124Q: 3 clusters Score -2719125 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6765 members 
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	Iteration 125Q: 3 clusters Score -2719126 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2719135.250000 Penalty: 4963.803223
	Iteration 126Q: 3 clusters Score -2719135 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2719138.250000 Penalty: 4963.803223
	Iteration 127Q: 3 clusters Score -2719138 nChanged 26
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Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 6695 members 
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Score: -2719133.000000 Penalty: 4963.803223
	Iteration 128Q: 3 clusters Score -2719133 nChanged 22
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Score: -2719129.250000 Penalty: 4963.803223
	Iteration 129Q: 3 clusters Score -2719129 nChanged 17
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Mstep: Class 1 contains 15538 members 
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	Iteration 130Q: 3 clusters Score -2719134 nChanged 15
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Score: -2719139.250000 Penalty: 4963.803223
	Iteration 131Q: 3 clusters Score -2719139 nChanged 16
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Score: -2719148.000000 Penalty: 4963.803223
	Iteration 132Q: 3 clusters Score -2719148 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
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Entering Unmasked Estep 
Score: -2719145.750000 Penalty: 4963.803223
	Iteration 133Q: 3 clusters Score -2719146 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2719145 nChanged 9
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Mstep: Class 1 contains 15602 members 
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	Iteration 135Q: 3 clusters Score -2719146 nChanged 6
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	Iteration 136Q: 3 clusters Score -2719147 nChanged 6
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Mstep: Class 2 contains 6582 members 
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	Iteration 137Q: 3 clusters Score -2719148 nChanged 9
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Mstep: Class 1 contains 15623 members 
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Entering Unmasked Estep 
Score: -2719143.250000 Penalty: 4963.803223
	Iteration 138Q: 3 clusters Score -2719143 nChanged 9
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2719145 nChanged 7
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Mstep: Class 1 contains 15635 members 
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Score: -2719149.000000 Penalty: 4963.803223
	Iteration 140F: 3 clusters Score -2719149 nChanged 9
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Mstep: Class 1 contains 15642 members 
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Entering Unmasked Estep 
Score: -2719152.500000 Penalty: 4963.803223
	Iteration 141Q: 3 clusters Score -2719152 nChanged 15
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Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2719153 nChanged 18
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Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2719152 nChanged 10
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Mstep: Class 1 contains 15681 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2719153 nChanged 10
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2719155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2719155.250000 Penalty: 4963.803223
	Iteration 146Q: 3 clusters Score -2719155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2719154.250000 Penalty: 4963.803223
	Iteration 147Q: 3 clusters Score -2719154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2719152.000000 Penalty: 4963.803223
	Iteration 148Q: 3 clusters Score -2719152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2719157.500000 Penalty: 4963.803223
	Iteration 149Q: 3 clusters Score -2719158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2719153.750000 Penalty: 4963.803223
	Iteration 150Q: 3 clusters Score -2719154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2719154.250000 Penalty: 4963.803223
	Iteration 151Q: 3 clusters Score -2719154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2719154.000000 Penalty: 4963.803223
	Iteration 152Q: 3 clusters Score -2719154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2719158.750000 Penalty: 4963.803223
	Iteration 153Q: 3 clusters Score -2719159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2719159.500000 Penalty: 4963.803223
	Iteration 154Q: 3 clusters Score -2719160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2719156.750000 Penalty: 4963.803223
	Iteration 155Q: 3 clusters Score -2719157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2719160.500000 Penalty: 4963.803223
	Iteration 156Q: 3 clusters Score -2719160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2719158.750000 Penalty: 4963.803223
	Iteration 157Q: 3 clusters Score -2719159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2719163.000000 Penalty: 4963.803223
	Iteration 158Q: 3 clusters Score -2719163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2719161.750000 Penalty: 4963.803223
	Iteration 159Q: 3 clusters Score -2719162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2719159.750000 Penalty: 4963.803223
	Iteration 160F: 3 clusters Score -2719160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2719158.500000 Penalty: 4963.803223
	Iteration 161Q: 3 clusters Score -2719158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2719153.250000 Penalty: 4963.803223
	Iteration 162Q: 3 clusters Score -2719153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2719153.250000 Penalty: 4963.803223
	Iteration 163F: 3 clusters Score -2719153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -675442.625000 Penalty: 2135.855713
	Iteration 0F: 2 clusters Score -675442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -670828.000000 Penalty: 4271.711426
	Iteration 0F: 3 clusters Score -670828 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -674384.187500 Penalty: 4271.711426
	Iteration 1F: 3 clusters Score -674384.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -678432.750000 Penalty: 4271.711426
	Iteration 2F: 3 clusters Score -678432.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -680050.625000 Penalty: 4271.711426
	Iteration 3F: 3 clusters Score -680050.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -680498.312500 Penalty: 4271.711426
	Iteration 4Q: 3 clusters Score -680498.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -680709.375000 Penalty: 4271.711426
	Iteration 5Q: 3 clusters Score -680709.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -680810.500000 Penalty: 4271.711426
	Iteration 6Q: 3 clusters Score -680810.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -680860.500000 Penalty: 4271.711426
	Iteration 7Q: 3 clusters Score -680860.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -680886.750000 Penalty: 4271.711426
	Iteration 8Q: 3 clusters Score -680886.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -680902.812500 Penalty: 4271.711426
	Iteration 9Q: 3 clusters Score -680902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -680910.500000 Penalty: 4271.711426
	Iteration 10Q: 3 clusters Score -680910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -680912.500000 Penalty: 4271.711426
	Iteration 11Q: 3 clusters Score -680912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -680914.500000 Penalty: 4271.711426
	Iteration 12Q: 3 clusters Score -680914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -680916.000000 Penalty: 4271.711426
	Iteration 13Q: 3 clusters Score -680916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -680915.500000 Penalty: 4271.711426
	Iteration 14Q: 3 clusters Score -680915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -680915.500000 Penalty: 4271.711426
	Iteration 15F: 3 clusters Score -680915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 155115 members 
Mstep: Class 9 contains 168342 members 
Mstep: Class 10 contains 168197 members 
Mstep: Class 12 contains 287139 members 
Mstep: Class 13 contains 108292 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 170929 members 
Mstep: Class 17 contains 148077 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 1036 members 
Entering Unmasked Estep 
Score: -166376272.000000 Penalty: 55911.265625
Splitting cluster 20 changes total score from -166366496.000000 to -166376272.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 155115 members 
Mstep: Class 9 contains 168342 members 
Mstep: Class 10 contains 168197 members 
Mstep: Class 12 contains 287139 members 
Mstep: Class 13 contains 108292 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 170929 members 
Mstep: Class 17 contains 148077 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166377472.000000 Penalty: 55911.265625
Iteration 39Q: 17 clusters Score -1.663775e+08 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 5 contains 14465 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 17406 members 
Mstep: Class 8 contains 153673 members 
Mstep: Class 9 contains 167928 members 
Mstep: Class 10 contains 167691 members 
Mstep: Class 12 contains 284048 members 
Mstep: Class 13 contains 110618 members 
Mstep: Class 14 contains 3041 members 
Mstep: Class 16 contains 170495 members 
Mstep: Class 17 contains 151171 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 22203 members 
Mstep: Class 20 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166380144.000000 Penalty: 55911.265625
Iteration 40F: 17 clusters Score -1.663801e+08 nChanged 17936
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 45680 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 151856 members 
Mstep: Class 9 contains 167389 members 
Mstep: Class 10 contains 167161 members 
Mstep: Class 12 contains 280880 members 
Mstep: Class 13 contains 112877 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 16 contains 169894 members 
Mstep: Class 17 contains 154980 members 
Mstep: Class 18 contains 2154 members 
Mstep: Class 19 contains 22129 members 
Mstep: Class 20 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166383472.000000 Penalty: 55911.265625
Iteration 41Q: 17 clusters Score -1.663835e+08 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 45908 members 
Mstep: Class 7 contains 18224 members 
Mstep: Class 8 contains 149634 members 
Mstep: Class 9 contains 166953 members 
Mstep: Class 10 contains 166568 members 
Mstep: Class 12 contains 277765 members 
Mstep: Class 13 contains 115042 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 16 contains 169327 members 
Mstep: Class 17 contains 159217 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386768.000000 Penalty: 55911.265625
Iteration 42Q: 17 clusters Score -1.663868e+08 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 5 contains 14258 members 
Mstep: Class 6 contains 46038 members 
Mstep: Class 7 contains 18580 members 
Mstep: Class 8 contains 146913 members 
Mstep: Class 9 contains 166375 members 
Mstep: Class 10 contains 166088 members 
Mstep: Class 12 contains 274868 members 
Mstep: Class 13 contains 117200 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 16 contains 168611 members 
Mstep: Class 17 contains 164080 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22123 members 
Mstep: Class 20 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390880.000000 Penalty: 55911.265625
Iteration 43Q: 17 clusters Score -1.663909e+08 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 5 contains 14152 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 18923 members 
Mstep: Class 8 contains 143601 members 
Mstep: Class 9 contains 165792 members 
Mstep: Class 10 contains 165672 members 
Mstep: Class 12 contains 271895 members 
Mstep: Class 13 contains 119312 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 16 contains 167826 members 
Mstep: Class 17 contains 169695 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22143 members 
Mstep: Class 20 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392640.000000 Penalty: 55911.265625
Iteration 44Q: 17 clusters Score -1.663926e+08 nChanged 22501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 46156 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 139935 members 
Mstep: Class 9 contains 165493 members 
Mstep: Class 10 contains 165273 members 
Mstep: Class 12 contains 268964 members 
Mstep: Class 13 contains 121374 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 16 contains 166896 members 
Mstep: Class 17 contains 175598 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 22173 members 
Mstep: Class 20 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394464.000000 Penalty: 55911.265625
Iteration 45Q: 17 clusters Score -1.663945e+08 nChanged 22934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 5 contains 13945 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 8 contains 136604 members 
Mstep: Class 9 contains 165236 members 
Mstep: Class 10 contains 164832 members 
Mstep: Class 12 contains 266206 members 
Mstep: Class 13 contains 123629 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 16 contains 166279 members 
Mstep: Class 17 contains 180436 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22199 members 
Mstep: Class 20 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393968.000000 Penalty: 55911.265625
Iteration 46Q: 17 clusters Score -1.66394e+08 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 5 contains 13837 members 
Mstep: Class 6 contains 46111 members 
Mstep: Class 7 contains 19915 members 
Mstep: Class 8 contains 134223 members 
Mstep: Class 9 contains 165229 members 
Mstep: Class 10 contains 164380 members 
Mstep: Class 12 contains 263601 members 
Mstep: Class 13 contains 125854 members 
Mstep: Class 14 contains 2762 members 
Mstep: Class 16 contains 166166 members 
Mstep: Class 17 contains 183535 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22260 members 
Mstep: Class 20 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392992.000000 Penalty: 55911.265625
Iteration 47Q: 17 clusters Score -1.66393e+08 nChanged 19558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 5 contains 13802 members 
Mstep: Class 6 contains 46016 members 
Mstep: Class 7 contains 20183 members 
Mstep: Class 8 contains 132958 members 
Mstep: Class 9 contains 165627 members 
Mstep: Class 10 contains 163899 members 
Mstep: Class 12 contains 261056 members 
Mstep: Class 13 contains 128110 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 16 contains 166459 members 
Mstep: Class 17 contains 184665 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22335 members 
Mstep: Class 20 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392464.000000 Penalty: 55911.265625
Iteration 48Q: 17 clusters Score -1.663925e+08 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 45934 members 
Mstep: Class 7 contains 20342 members 
Mstep: Class 8 contains 132616 members 
Mstep: Class 9 contains 166401 members 
Mstep: Class 10 contains 163431 members 
Mstep: Class 12 contains 258561 members 
Mstep: Class 13 contains 130222 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 16 contains 166831 members 
Mstep: Class 17 contains 184588 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22421 members 
Mstep: Class 20 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391728.000000 Penalty: 55911.265625
Iteration 49Q: 17 clusters Score -1.663917e+08 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 5 contains 13673 members 
Mstep: Class 6 contains 45811 members 
Mstep: Class 7 contains 20479 members 
Mstep: Class 8 contains 132813 members 
Mstep: Class 9 contains 167365 members 
Mstep: Class 10 contains 163007 members 
Mstep: Class 12 contains 255995 members 
Mstep: Class 13 contains 132242 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 184001 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22538 members 
Mstep: Class 20 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391808.000000 Penalty: 55911.265625
Iteration 50Q: 17 clusters Score -1.663918e+08 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 5 contains 13599 members 
Mstep: Class 6 contains 45683 members 
Mstep: Class 7 contains 20600 members 
Mstep: Class 8 contains 133301 members 
Mstep: Class 9 contains 168412 members 
Mstep: Class 10 contains 162591 members 
Mstep: Class 12 contains 253349 members 
Mstep: Class 13 contains 134235 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 16 contains 167479 members 
Mstep: Class 17 contains 183193 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392800.000000 Penalty: 55911.265625
Iteration 51Q: 17 clusters Score -1.663928e+08 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 5 contains 13509 members 
Mstep: Class 6 contains 45581 members 
Mstep: Class 7 contains 20718 members 
Mstep: Class 8 contains 133963 members 
Mstep: Class 9 contains 169478 members 
Mstep: Class 10 contains 162358 members 
Mstep: Class 12 contains 250719 members 
Mstep: Class 13 contains 136142 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 16 contains 167488 members 
Mstep: Class 17 contains 182344 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22780 members 
Mstep: Class 20 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393824.000000 Penalty: 55911.265625
Iteration 52Q: 17 clusters Score -1.663938e+08 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 5 contains 13426 members 
Mstep: Class 6 contains 45422 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 134760 members 
Mstep: Class 9 contains 170561 members 
Mstep: Class 10 contains 162171 members 
Mstep: Class 12 contains 248234 members 
Mstep: Class 13 contains 138015 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 16 contains 167304 members 
Mstep: Class 17 contains 181440 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394608.000000 Penalty: 55911.265625
Iteration 53Q: 17 clusters Score -1.663946e+08 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 45293 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 135566 members 
Mstep: Class 9 contains 171586 members 
Mstep: Class 10 contains 161958 members 
Mstep: Class 12 contains 245902 members 
Mstep: Class 13 contains 139846 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 16 contains 167032 members 
Mstep: Class 17 contains 180626 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395152.000000 Penalty: 55911.265625
Iteration 54Q: 17 clusters Score -1.663952e+08 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 5 contains 13251 members 
Mstep: Class 6 contains 45184 members 
Mstep: Class 7 contains 20956 members 
Mstep: Class 8 contains 136545 members 
Mstep: Class 9 contains 172493 members 
Mstep: Class 10 contains 161788 members 
Mstep: Class 12 contains 243708 members 
Mstep: Class 13 contains 141674 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 16 contains 166552 members 
Mstep: Class 17 contains 179766 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23138 members 
Mstep: Class 20 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395888.000000 Penalty: 55911.265625
Iteration 55Q: 17 clusters Score -1.663959e+08 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 5 contains 13184 members 
Mstep: Class 6 contains 45034 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 137541 members 
Mstep: Class 9 contains 173167 members 
Mstep: Class 10 contains 161636 members 
Mstep: Class 12 contains 241704 members 
Mstep: Class 13 contains 143495 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 16 contains 165950 members 
Mstep: Class 17 contains 179042 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23306 members 
Mstep: Class 20 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166396464.000000 Penalty: 55911.265625
Iteration 56Q: 17 clusters Score -1.663965e+08 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 44907 members 
Mstep: Class 7 contains 21044 members 
Mstep: Class 8 contains 138570 members 
Mstep: Class 9 contains 173768 members 
Mstep: Class 10 contains 161514 members 
Mstep: Class 12 contains 239806 members 
Mstep: Class 13 contains 145211 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 16 contains 165327 members 
Mstep: Class 17 contains 178351 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23463 members 
Mstep: Class 20 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397360.000000 Penalty: 55911.265625
Iteration 57Q: 17 clusters Score -1.663974e+08 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 5 contains 13067 members 
Mstep: Class 6 contains 44783 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 139552 members 
Mstep: Class 9 contains 174212 members 
Mstep: Class 10 contains 161359 members 
Mstep: Class 12 contains 238132 members 
Mstep: Class 13 contains 146937 members 
Mstep: Class 14 contains 2568 members 
Mstep: Class 16 contains 164567 members 
Mstep: Class 17 contains 177783 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23624 members 
Mstep: Class 20 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398592.000000 Penalty: 55911.265625
Iteration 58Q: 17 clusters Score -1.663986e+08 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 5 contains 12984 members 
Mstep: Class 6 contains 44642 members 
Mstep: Class 7 contains 21128 members 
Mstep: Class 8 contains 140560 members 
Mstep: Class 9 contains 174441 members 
Mstep: Class 10 contains 161238 members 
Mstep: Class 12 contains 236727 members 
Mstep: Class 13 contains 148611 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 16 contains 163757 members 
Mstep: Class 17 contains 177248 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 23813 members 
Mstep: Class 20 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398912.000000 Penalty: 55911.265625
Iteration 59Q: 17 clusters Score -1.663989e+08 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 44491 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 141580 members 
Mstep: Class 9 contains 174505 members 
Mstep: Class 10 contains 161124 members 
Mstep: Class 12 contains 235401 members 
Mstep: Class 13 contains 150372 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 16 contains 162854 members 
Mstep: Class 17 contains 176739 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 24012 members 
Mstep: Class 20 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400976.000000 Penalty: 55911.265625
Iteration 60F: 17 clusters Score -1.66401e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 5 contains 12906 members 
Mstep: Class 6 contains 44323 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 142458 members 
Mstep: Class 9 contains 174316 members 
Mstep: Class 10 contains 160990 members 
Mstep: Class 12 contains 234240 members 
Mstep: Class 13 contains 151973 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 162095 members 
Mstep: Class 17 contains 176511 members 
Mstep: Class 18 contains 2148 members 
Mstep: Class 19 contains 24191 members 
Mstep: Class 20 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401424.000000 Penalty: 55911.265625
Iteration 61Q: 17 clusters Score -1.664014e+08 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 44173 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 143389 members 
Mstep: Class 9 contains 173820 members 
Mstep: Class 10 contains 160911 members 
Mstep: Class 12 contains 233202 members 
Mstep: Class 13 contains 153607 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 16 contains 161469 members 
Mstep: Class 17 contains 176179 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 24367 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401232.000000 Penalty: 55911.265625
Iteration 62Q: 17 clusters Score -1.664012e+08 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 5 contains 12843 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 144344 members 
Mstep: Class 9 contains 173191 members 
Mstep: Class 10 contains 160771 members 
Mstep: Class 12 contains 232271 members 
Mstep: Class 13 contains 155090 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 16 contains 161073 members 
Mstep: Class 17 contains 175831 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401808.000000 Penalty: 55911.265625
Iteration 63Q: 17 clusters Score -1.664018e+08 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 43910 members 
Mstep: Class 7 contains 21123 members 
Mstep: Class 8 contains 145305 members 
Mstep: Class 9 contains 172475 members 
Mstep: Class 10 contains 160597 members 
Mstep: Class 12 contains 231296 members 
Mstep: Class 13 contains 156563 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 16 contains 160832 members 
Mstep: Class 17 contains 175524 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 24726 members 
Mstep: Class 20 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3492.154297 but Gain 3494.453125
Score: -166402480.000000 Penalty: 52416.812500
Iteration 64Q: 16 clusters Score -1.664025e+08 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 146317 members 
Mstep: Class 9 contains 172111 members 
Mstep: Class 10 contains 160465 members 
Mstep: Class 12 contains 231435 members 
Mstep: Class 13 contains 157935 members 
Mstep: Class 16 contains 160958 members 
Mstep: Class 17 contains 175749 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 24902 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405008.000000 Penalty: 52416.812500
Iteration 65Q: 16 clusters Score -1.66405e+08 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 43659 members 
Mstep: Class 7 contains 21092 members 
Mstep: Class 8 contains 147337 members 
Mstep: Class 9 contains 171347 members 
Mstep: Class 10 contains 160207 members 
Mstep: Class 12 contains 230741 members 
Mstep: Class 13 contains 159119 members 
Mstep: Class 16 contains 160889 members 
Mstep: Class 17 contains 175347 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 25080 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406384.000000 Penalty: 52416.812500
Iteration 66Q: 16 clusters Score -1.664064e+08 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 5 contains 12670 members 
Mstep: Class 6 contains 43521 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 8 contains 148342 members 
Mstep: Class 9 contains 170542 members 
Mstep: Class 10 contains 159939 members 
Mstep: Class 12 contains 230086 members 
Mstep: Class 13 contains 160193 members 
Mstep: Class 16 contains 160888 members 
Mstep: Class 17 contains 175007 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407088.000000 Penalty: 52416.812500
Iteration 67Q: 16 clusters Score -1.664071e+08 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 5 contains 12636 members 
Mstep: Class 6 contains 43378 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 149345 members 
Mstep: Class 9 contains 169773 members 
Mstep: Class 10 contains 159720 members 
Mstep: Class 12 contains 229396 members 
Mstep: Class 13 contains 161100 members 
Mstep: Class 16 contains 160974 members 
Mstep: Class 17 contains 174676 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 25458 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407664.000000 Penalty: 52416.812500
Iteration 68Q: 16 clusters Score -1.664077e+08 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 5 contains 12604 members 
Mstep: Class 6 contains 43224 members 
Mstep: Class 7 contains 21063 members 
Mstep: Class 8 contains 150355 members 
Mstep: Class 9 contains 168997 members 
Mstep: Class 10 contains 159562 members 
Mstep: Class 12 contains 228690 members 
Mstep: Class 13 contains 161892 members 
Mstep: Class 16 contains 161084 members 
Mstep: Class 17 contains 174430 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 25644 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408176.000000 Penalty: 52416.812500
Iteration 69Q: 16 clusters Score -1.664082e+08 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 5 contains 12555 members 
Mstep: Class 6 contains 43094 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 151359 members 
Mstep: Class 9 contains 168337 members 
Mstep: Class 10 contains 159356 members 
Mstep: Class 12 contains 228015 members 
Mstep: Class 13 contains 162631 members 
Mstep: Class 16 contains 161206 members 
Mstep: Class 17 contains 174164 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 25820 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408880.000000 Penalty: 52416.812500
Iteration 70Q: 16 clusters Score -1.664089e+08 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 5 contains 12513 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 152328 members 
Mstep: Class 9 contains 167730 members 
Mstep: Class 10 contains 159183 members 
Mstep: Class 12 contains 227398 members 
Mstep: Class 13 contains 163308 members 
Mstep: Class 16 contains 161325 members 
Mstep: Class 17 contains 173884 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409648.000000 Penalty: 52416.812500
Iteration 71Q: 16 clusters Score -1.664096e+08 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 20837 members 
Mstep: Class 8 contains 153296 members 
Mstep: Class 9 contains 167033 members 
Mstep: Class 10 contains 159120 members 
Mstep: Class 12 contains 226824 members 
Mstep: Class 13 contains 163949 members 
Mstep: Class 16 contains 161436 members 
Mstep: Class 17 contains 173611 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26178 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410672.000000 Penalty: 52416.812500
Iteration 72Q: 16 clusters Score -1.664107e+08 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 42613 members 
Mstep: Class 7 contains 20757 members 
Mstep: Class 8 contains 154170 members 
Mstep: Class 9 contains 166444 members 
Mstep: Class 10 contains 159083 members 
Mstep: Class 12 contains 226194 members 
Mstep: Class 13 contains 164505 members 
Mstep: Class 16 contains 161547 members 
Mstep: Class 17 contains 173413 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26366 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411824.000000 Penalty: 52416.812500
Iteration 73Q: 16 clusters Score -1.664118e+08 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 5 contains 12398 members 
Mstep: Class 6 contains 42469 members 
Mstep: Class 7 contains 20679 members 
Mstep: Class 8 contains 154969 members 
Mstep: Class 9 contains 165718 members 
Mstep: Class 10 contains 159165 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 164962 members 
Mstep: Class 16 contains 161743 members 
Mstep: Class 17 contains 173301 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26540 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412496.000000 Penalty: 52416.812500
Iteration 74Q: 16 clusters Score -1.664125e+08 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 5 contains 12371 members 
Mstep: Class 6 contains 42322 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 155791 members 
Mstep: Class 9 contains 165019 members 
Mstep: Class 10 contains 159280 members 
Mstep: Class 12 contains 225000 members 
Mstep: Class 13 contains 165270 members 
Mstep: Class 16 contains 162021 members 
Mstep: Class 17 contains 173137 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26729 members 
Mstep: Class 20 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412960.000000 Penalty: 52416.812500
Iteration 75Q: 16 clusters Score -1.66413e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 42187 members 
Mstep: Class 7 contains 20470 members 
Mstep: Class 8 contains 156686 members 
Mstep: Class 9 contains 164361 members 
Mstep: Class 10 contains 159370 members 
Mstep: Class 12 contains 224379 members 
Mstep: Class 13 contains 165402 members 
Mstep: Class 16 contains 162431 members 
Mstep: Class 17 contains 172992 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 26903 members 
Mstep: Class 20 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413392.000000 Penalty: 52416.812500
Iteration 76Q: 16 clusters Score -1.664134e+08 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 42048 members 
Mstep: Class 7 contains 20372 members 
Mstep: Class 8 contains 157577 members 
Mstep: Class 9 contains 163701 members 
Mstep: Class 10 contains 159439 members 
Mstep: Class 12 contains 223790 members 
Mstep: Class 13 contains 165547 members 
Mstep: Class 16 contains 162843 members 
Mstep: Class 17 contains 172825 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 27061 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413952.000000 Penalty: 52416.812500
Iteration 77Q: 16 clusters Score -1.66414e+08 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 5 contains 12290 members 
Mstep: Class 6 contains 41932 members 
Mstep: Class 7 contains 20252 members 
Mstep: Class 8 contains 158401 members 
Mstep: Class 9 contains 163102 members 
Mstep: Class 10 contains 159458 members 
Mstep: Class 12 contains 223122 members 
Mstep: Class 13 contains 165640 members 
Mstep: Class 16 contains 163368 members 
Mstep: Class 17 contains 172756 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 27207 members 
Mstep: Class 20 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414112.000000 Penalty: 52416.812500
Iteration 78Q: 16 clusters Score -1.664141e+08 nChanged 6993
Entering ConstructFrom: 
Score: -166414112.000000 Penalty: 52416.812500
Entering ConstructFrom: 
Trying to split cluster 1 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -76360.468750 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -76360.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74793.992188 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -74793.99 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75440.531250 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -75440.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75716.117188 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -75716.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75883.851562 Penalty: 3316.187012
	Iteration 3F: 3 clusters Score -75883.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76057.000000 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -76057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76170.281250 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -76170.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76205.695312 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -76205.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76233.882812 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -76233.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76259.179688 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -76259.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76302.960938 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -76302.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76380.593750 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -76380.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76557.250000 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -76557.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76714.789062 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -76714.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76768.757812 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -76768.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76791.992188 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -76791.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76805.265625 Penalty: 3316.187012
	Iteration 15Q: 3 clusters Score -76805.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76809.875000 Penalty: 3316.187012
	Iteration 16Q: 3 clusters Score -76809.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76813.359375 Penalty: 3316.187012
	Iteration 17Q: 3 clusters Score -76813.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76816.250000 Penalty: 3316.187012
	Iteration 18Q: 3 clusters Score -76816.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76819.242188 Penalty: 3316.187012
	Iteration 19Q: 3 clusters Score -76819.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76825.687500 Penalty: 3316.187012
	Iteration 20F: 3 clusters Score -76825.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76838.218750 Penalty: 3316.187012
	Iteration 21Q: 3 clusters Score -76838.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76854.765625 Penalty: 3316.187012
	Iteration 22Q: 3 clusters Score -76854.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76871.812500 Penalty: 3316.187012
	Iteration 23Q: 3 clusters Score -76871.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76895.875000 Penalty: 3316.187012
	Iteration 24Q: 3 clusters Score -76895.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76942.273438 Penalty: 3316.187012
	Iteration 25Q: 3 clusters Score -76942.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76987.968750 Penalty: 3316.187012
	Iteration 26Q: 3 clusters Score -76987.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77011.718750 Penalty: 3316.187012
	Iteration 27Q: 3 clusters Score -77011.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77070.296875 Penalty: 3316.187012
	Iteration 28Q: 3 clusters Score -77070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77096.085938 Penalty: 3316.187012
	Iteration 29Q: 3 clusters Score -77096.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77096.085938 Penalty: 3316.187012
	Iteration 30F: 3 clusters Score -77096.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 41787 members 
Mstep: Class 7 contains 20115 members 
Mstep: Class 8 contains 159214 members 
Mstep: Class 9 contains 162560 members 
Mstep: Class 10 contains 159459 members 
Mstep: Class 12 contains 222493 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 16 contains 163879 members 
Mstep: Class 17 contains 172676 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
Score: -166413376.000000 Penalty: 55911.265625
Splitting cluster 1 changes total score from -166414112.000000 to -166413376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -563651.062500 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -563651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559505.875000 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -559505.9 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -560435.562500 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -560435.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -560665.437500 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -560665.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -560808.312500 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -560808.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -560900.062500 Penalty: 4170.612793
	Iteration 4Q: 3 clusters Score -560900.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -560970.750000 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -560970.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -561035.500000 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -561035.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -561082.562500 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -561082.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -561135.687500 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -561135.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -561190.812500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -561190.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -561249.375000 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -561249.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -561301.750000 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -561301.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -561347.375000 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -561347.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -561394.000000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -561394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -561442.062500 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -561442.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -561488.062500 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -561488.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -561539.437500 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -561539.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -561585.375000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -561585.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -561621.500000 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -561621.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -561653.687500 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -561653.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -561687.375000 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -561687.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -561718.750000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -561718.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -561747.000000 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -561747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -561778.375000 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -561778.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -561808.375000 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -561808.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -561834.125000 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -561834.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -561864.625000 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -561864.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -561896.437500 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -561896.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -561932.125000 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -561932.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -561976.312500 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -561976.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -562014.875000 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -562014.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -562030.875000 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -562030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -562038.250000 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -562038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -562043.437500 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -562043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -562049.312500 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -562049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -562055.375000 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -562055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -562058.125000 Penalty: 4170.612793
	Iteration 36Q: 3 clusters Score -562058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -562059.000000 Penalty: 4170.612793
	Iteration 37Q: 3 clusters Score -562059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -562059.312500 Penalty: 4170.612793
	Iteration 38Q: 3 clusters Score -562059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -562060.062500 Penalty: 4170.612793
	Iteration 39Q: 3 clusters Score -562060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -562060.437500 Penalty: 4170.612793
	Iteration 40F: 3 clusters Score -562060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Entering Unmasked Estep 
Score: -1507329.750000 Penalty: 2334.493896
	Iteration 0F: 2 clusters Score -1507330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1498208.500000 Penalty: 4668.987793
	Iteration 0F: 3 clusters Score -1498208 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1501047.875000 Penalty: 4668.987793
	Iteration 1F: 3 clusters Score -1501048 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1501566.000000 Penalty: 4668.987793
	Iteration 2F: 3 clusters Score -1501566 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1502092.375000 Penalty: 4668.987793
	Iteration 3F: 3 clusters Score -1502092 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1502715.500000 Penalty: 4668.987793
	Iteration 4F: 3 clusters Score -1502716 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1503368.125000 Penalty: 4668.987793
	Iteration 5F: 3 clusters Score -1503368 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1503920.375000 Penalty: 4668.987793
	Iteration 6F: 3 clusters Score -1503920 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1504309.250000 Penalty: 4668.987793
	Iteration 7F: 3 clusters Score -1504309 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1504605.375000 Penalty: 4668.987793
	Iteration 8Q: 3 clusters Score -1504605 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1504832.875000 Penalty: 4668.987793
	Iteration 9Q: 3 clusters Score -1504833 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1504988.625000 Penalty: 4668.987793
	Iteration 10Q: 3 clusters Score -1504989 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1505110.625000 Penalty: 4668.987793
	Iteration 11Q: 3 clusters Score -1505111 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1505216.875000 Penalty: 4668.987793
	Iteration 12Q: 3 clusters Score -1505217 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1505290.750000 Penalty: 4668.987793
	Iteration 13Q: 3 clusters Score -1505291 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1505350.875000 Penalty: 4668.987793
	Iteration 14Q: 3 clusters Score -1505351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1505403.000000 Penalty: 4668.987793
	Iteration 15Q: 3 clusters Score -1505403 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1505446.750000 Penalty: 4668.987793
	Iteration 16Q: 3 clusters Score -1505447 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1505492.750000 Penalty: 4668.987793
	Iteration 17Q: 3 clusters Score -1505493 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1505543.500000 Penalty: 4668.987793
	Iteration 18Q: 3 clusters Score -1505544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1505583.875000 Penalty: 4668.987793
	Iteration 19Q: 3 clusters Score -1505584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1505611.625000 Penalty: 4668.987793
	Iteration 20F: 3 clusters Score -1505612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1505635.750000 Penalty: 4668.987793
	Iteration 21Q: 3 clusters Score -1505636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1505661.750000 Penalty: 4668.987793
	Iteration 22Q: 3 clusters Score -1505662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1505685.750000 Penalty: 4668.987793
	Iteration 23Q: 3 clusters Score -1505686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1505704.000000 Penalty: 4668.987793
	Iteration 24Q: 3 clusters Score -1505704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1505717.875000 Penalty: 4668.987793
	Iteration 25Q: 3 clusters Score -1505718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1505734.250000 Penalty: 4668.987793
	Iteration 26Q: 3 clusters Score -1505734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1505744.250000 Penalty: 4668.987793
	Iteration 27Q: 3 clusters Score -1505744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1505759.625000 Penalty: 4668.987793
	Iteration 28Q: 3 clusters Score -1505760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1505779.875000 Penalty: 4668.987793
	Iteration 29Q: 3 clusters Score -1505780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1505803.125000 Penalty: 4668.987793
	Iteration 30Q: 3 clusters Score -1505803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1505814.750000 Penalty: 4668.987793
	Iteration 31Q: 3 clusters Score -1505815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1505829.000000 Penalty: 4668.987793
	Iteration 32Q: 3 clusters Score -1505829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1505858.375000 Penalty: 4668.987793
	Iteration 33Q: 3 clusters Score -1505858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1505879.750000 Penalty: 4668.987793
	Iteration 34Q: 3 clusters Score -1505880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1505905.000000 Penalty: 4668.987793
	Iteration 35Q: 3 clusters Score -1505905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1505937.250000 Penalty: 4668.987793
	Iteration 36Q: 3 clusters Score -1505937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1505963.625000 Penalty: 4668.987793
	Iteration 37Q: 3 clusters Score -1505964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1505980.250000 Penalty: 4668.987793
	Iteration 38Q: 3 clusters Score -1505980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1506017.000000 Penalty: 4668.987793
	Iteration 39Q: 3 clusters Score -1506017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1506055.000000 Penalty: 4668.987793
	Iteration 40F: 3 clusters Score -1506055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1506101.625000 Penalty: 4668.987793
	Iteration 41Q: 3 clusters Score -1506102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1506155.875000 Penalty: 4668.987793
	Iteration 42Q: 3 clusters Score -1506156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1506195.875000 Penalty: 4668.987793
	Iteration 43Q: 3 clusters Score -1506196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1506233.875000 Penalty: 4668.987793
	Iteration 44Q: 3 clusters Score -1506234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1506263.875000 Penalty: 4668.987793
	Iteration 45Q: 3 clusters Score -1506264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1506301.375000 Penalty: 4668.987793
	Iteration 46Q: 3 clusters Score -1506301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1506317.250000 Penalty: 4668.987793
	Iteration 47Q: 3 clusters Score -1506317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1506331.000000 Penalty: 4668.987793
	Iteration 48Q: 3 clusters Score -1506331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1506332.250000 Penalty: 4668.987793
	Iteration 49Q: 3 clusters Score -1506332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1506342.250000 Penalty: 4668.987793
	Iteration 50Q: 3 clusters Score -1506342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1506341.000000 Penalty: 4668.987793
	Iteration 51Q: 3 clusters Score -1506341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1506347.125000 Penalty: 4668.987793
	Iteration 52Q: 3 clusters Score -1506347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1506352.250000 Penalty: 4668.987793
	Iteration 53Q: 3 clusters Score -1506352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1506355.500000 Penalty: 4668.987793
	Iteration 54Q: 3 clusters Score -1506356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1506358.750000 Penalty: 4668.987793
	Iteration 55Q: 3 clusters Score -1506359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1506360.375000 Penalty: 4668.987793
	Iteration 56Q: 3 clusters Score -1506360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1506361.875000 Penalty: 4668.987793
	Iteration 57Q: 3 clusters Score -1506362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1506362.000000 Penalty: 4668.987793
	Iteration 58Q: 3 clusters Score -1506362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1506363.875000 Penalty: 4668.987793
	Iteration 59Q: 3 clusters Score -1506364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1506362.375000 Penalty: 4668.987793
	Iteration 60F: 3 clusters Score -1506362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1506366.875000 Penalty: 4668.987793
	Iteration 61Q: 3 clusters Score -1506367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1506366.750000 Penalty: 4668.987793
	Iteration 62Q: 3 clusters Score -1506367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1506366.250000 Penalty: 4668.987793
	Iteration 63Q: 3 clusters Score -1506366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1506365.250000 Penalty: 4668.987793
	Iteration 64Q: 3 clusters Score -1506365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1506365.750000 Penalty: 4668.987793
	Iteration 65Q: 3 clusters Score -1506366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1506365.750000 Penalty: 4668.987793
	Iteration 66F: 3 clusters Score -1506366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Entering Unmasked Estep 
Score: -5278714.000000 Penalty: 2638.804443
	Iteration 0F: 2 clusters Score -5278714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5250421.500000 Penalty: 5277.608887
	Iteration 0F: 3 clusters Score -5250422 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5260898.500000 Penalty: 5277.608887
	Iteration 1F: 3 clusters Score -5260898 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5261400.000000 Penalty: 5277.608887
	Iteration 2Q: 3 clusters Score -5261400 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5261878.000000 Penalty: 5277.608887
	Iteration 3Q: 3 clusters Score -5261878 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5262358.000000 Penalty: 5277.608887
	Iteration 4Q: 3 clusters Score -5262358 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5262952.500000 Penalty: 5277.608887
	Iteration 5Q: 3 clusters Score -5262952 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5263838.500000 Penalty: 5277.608887
	Iteration 6Q: 3 clusters Score -5263838 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5265075.000000 Penalty: 5277.608887
	Iteration 7F: 3 clusters Score -5265075 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5266983.000000 Penalty: 5277.608887
	Iteration 8F: 3 clusters Score -5266983 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -5269613.500000 Penalty: 5277.608887
	Iteration 9F: 3 clusters Score -5269614 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5272402.500000 Penalty: 5277.608887
	Iteration 10F: 3 clusters Score -5272402 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5274395.500000 Penalty: 5277.608887
	Iteration 11F: 3 clusters Score -5274396 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5275404.500000 Penalty: 5277.608887
	Iteration 12Q: 3 clusters Score -5275404 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -5275845.000000 Penalty: 5277.608887
	Iteration 13Q: 3 clusters Score -5275845 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5276108.000000 Penalty: 5277.608887
	Iteration 14Q: 3 clusters Score -5276108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5276226.000000 Penalty: 5277.608887
	Iteration 15Q: 3 clusters Score -5276226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5276262.000000 Penalty: 5277.608887
	Iteration 16Q: 3 clusters Score -5276262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5276279.000000 Penalty: 5277.608887
	Iteration 17Q: 3 clusters Score -5276279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5276297.500000 Penalty: 5277.608887
	Iteration 18Q: 3 clusters Score -5276298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5276305.000000 Penalty: 5277.608887
	Iteration 19Q: 3 clusters Score -5276305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5276312.500000 Penalty: 5277.608887
	Iteration 20F: 3 clusters Score -5276312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5276333.500000 Penalty: 5277.608887
	Iteration 21Q: 3 clusters Score -5276334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5276345.000000 Penalty: 5277.608887
	Iteration 22Q: 3 clusters Score -5276345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5276355.500000 Penalty: 5277.608887
	Iteration 23Q: 3 clusters Score -5276356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5276365.000000 Penalty: 5277.608887
	Iteration 24Q: 3 clusters Score -5276365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5276370.500000 Penalty: 5277.608887
	Iteration 25Q: 3 clusters Score -5276370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5276375.500000 Penalty: 5277.608887
	Iteration 26Q: 3 clusters Score -5276376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5276375.500000 Penalty: 5277.608887
	Iteration 27F: 3 clusters Score -5276376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -2598512.750000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -2598513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2584473.750000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -2584474 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2589080.250000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -2589080 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2589551.500000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -2589552 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2590057.750000 Penalty: 4914.973633
	Iteration 3F: 3 clusters Score -2590058 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2590545.250000 Penalty: 4914.973633
	Iteration 4Q: 3 clusters Score -2590545 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2591098.500000 Penalty: 4914.973633
	Iteration 5F: 3 clusters Score -2591098 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2591651.250000 Penalty: 4914.973633
	Iteration 6F: 3 clusters Score -2591651 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2592228.750000 Penalty: 4914.973633
	Iteration 7F: 3 clusters Score -2592229 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2592855.750000 Penalty: 4914.973633
	Iteration 8F: 3 clusters Score -2592856 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2593485.250000 Penalty: 4914.973633
	Iteration 9F: 3 clusters Score -2593485 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2594131.250000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -2594131 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2594698.250000 Penalty: 4914.973633
	Iteration 11Q: 3 clusters Score -2594698 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2595051.750000 Penalty: 4914.973633
	Iteration 12Q: 3 clusters Score -2595052 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2595232.250000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -2595232 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2595338.250000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -2595338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2595391.250000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -2595391 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2595444.750000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -2595445 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2595480.500000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -2595480 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2595532.250000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -2595532 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2595578.500000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -2595578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2595607.750000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -2595608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2595648.750000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -2595649 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2595672.500000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -2595672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2595696.000000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -2595696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2595715.750000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -2595716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2595724.250000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -2595724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2595741.000000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -2595741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2595759.000000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -2595759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2595776.750000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -2595777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2595776.750000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -2595777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2595803.250000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -2595803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2595813.500000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -2595814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2595840.500000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -2595840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2595870.500000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -2595870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2595880.750000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -2595881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2595891.500000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -2595892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2595896.000000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -2595896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2595902.250000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -2595902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2595905.250000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -2595905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2595925.000000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -2595925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2595938.500000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -2595938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2595958.250000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -2595958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2595962.000000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -2595962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2595983.250000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -2595983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2595988.000000 Penalty: 4914.973633
	Iteration 44Q: 3 clusters Score -2595988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2596004.500000 Penalty: 4914.973633
	Iteration 45Q: 3 clusters Score -2596004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2596027.500000 Penalty: 4914.973633
	Iteration 46Q: 3 clusters Score -2596028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2596041.000000 Penalty: 4914.973633
	Iteration 47Q: 3 clusters Score -2596041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2596061.750000 Penalty: 4914.973633
	Iteration 48Q: 3 clusters Score -2596062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2596078.500000 Penalty: 4914.973633
	Iteration 49Q: 3 clusters Score -2596078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2596085.750000 Penalty: 4914.973633
	Iteration 50Q: 3 clusters Score -2596086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2596106.250000 Penalty: 4914.973633
	Iteration 51Q: 3 clusters Score -2596106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2596106.750000 Penalty: 4914.973633
	Iteration 52Q: 3 clusters Score -2596107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2596110.250000 Penalty: 4914.973633
	Iteration 53Q: 3 clusters Score -2596110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2596132.250000 Penalty: 4914.973633
	Iteration 54Q: 3 clusters Score -2596132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2596136.500000 Penalty: 4914.973633
	Iteration 55Q: 3 clusters Score -2596136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2596153.000000 Penalty: 4914.973633
	Iteration 56Q: 3 clusters Score -2596153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2596167.250000 Penalty: 4914.973633
	Iteration 57Q: 3 clusters Score -2596167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2596190.750000 Penalty: 4914.973633
	Iteration 58Q: 3 clusters Score -2596191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2596200.750000 Penalty: 4914.973633
	Iteration 59Q: 3 clusters Score -2596201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2596211.000000 Penalty: 4914.973633
	Iteration 60F: 3 clusters Score -2596211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2596227.750000 Penalty: 4914.973633
	Iteration 61Q: 3 clusters Score -2596228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2596232.250000 Penalty: 4914.973633
	Iteration 62Q: 3 clusters Score -2596232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2596270.500000 Penalty: 4914.973633
	Iteration 63Q: 3 clusters Score -2596270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2596288.000000 Penalty: 4914.973633
	Iteration 64Q: 3 clusters Score -2596288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2596304.000000 Penalty: 4914.973633
	Iteration 65Q: 3 clusters Score -2596304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2596328.000000 Penalty: 4914.973633
	Iteration 66Q: 3 clusters Score -2596328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2596344.750000 Penalty: 4914.973633
	Iteration 67Q: 3 clusters Score -2596345 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2596362.500000 Penalty: 4914.973633
	Iteration 68Q: 3 clusters Score -2596362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2596366.000000 Penalty: 4914.973633
	Iteration 69Q: 3 clusters Score -2596366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2596393.000000 Penalty: 4914.973633
	Iteration 70Q: 3 clusters Score -2596393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2596410.250000 Penalty: 4914.973633
	Iteration 71Q: 3 clusters Score -2596410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2596417.250000 Penalty: 4914.973633
	Iteration 72Q: 3 clusters Score -2596417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2596428.500000 Penalty: 4914.973633
	Iteration 73Q: 3 clusters Score -2596428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2596441.750000 Penalty: 4914.973633
	Iteration 74Q: 3 clusters Score -2596442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2596450.750000 Penalty: 4914.973633
	Iteration 75Q: 3 clusters Score -2596451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2596467.750000 Penalty: 4914.973633
	Iteration 76Q: 3 clusters Score -2596468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2596486.750000 Penalty: 4914.973633
	Iteration 77Q: 3 clusters Score -2596487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2596502.750000 Penalty: 4914.973633
	Iteration 78Q: 3 clusters Score -2596503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2596508.000000 Penalty: 4914.973633
	Iteration 79Q: 3 clusters Score -2596508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2596520.250000 Penalty: 4914.973633
	Iteration 80F: 3 clusters Score -2596520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2596527.750000 Penalty: 4914.973633
	Iteration 81Q: 3 clusters Score -2596528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2596531.500000 Penalty: 4914.973633
	Iteration 82Q: 3 clusters Score -2596532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2596548.500000 Penalty: 4914.973633
	Iteration 83Q: 3 clusters Score -2596548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2596572.500000 Penalty: 4914.973633
	Iteration 84Q: 3 clusters Score -2596572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2596577.250000 Penalty: 4914.973633
	Iteration 85Q: 3 clusters Score -2596577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2596586.000000 Penalty: 4914.973633
	Iteration 86Q: 3 clusters Score -2596586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2596597.250000 Penalty: 4914.973633
	Iteration 87Q: 3 clusters Score -2596597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2596597.250000 Penalty: 4914.973633
	Iteration 88Q: 3 clusters Score -2596597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2596601.250000 Penalty: 4914.973633
	Iteration 89Q: 3 clusters Score -2596601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2596606.750000 Penalty: 4914.973633
	Iteration 90Q: 3 clusters Score -2596607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2596611.750000 Penalty: 4914.973633
	Iteration 91Q: 3 clusters Score -2596612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2596615.000000 Penalty: 4914.973633
	Iteration 92Q: 3 clusters Score -2596615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2596621.250000 Penalty: 4914.973633
	Iteration 93Q: 3 clusters Score -2596621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2596619.250000 Penalty: 4914.973633
	Iteration 94Q: 3 clusters Score -2596619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2596618.500000 Penalty: 4914.973633
	Iteration 95Q: 3 clusters Score -2596618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2596625.250000 Penalty: 4914.973633
	Iteration 96Q: 3 clusters Score -2596625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2596621.000000 Penalty: 4914.973633
	Iteration 97Q: 3 clusters Score -2596621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2596631.000000 Penalty: 4914.973633
	Iteration 98Q: 3 clusters Score -2596631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2596631.750000 Penalty: 4914.973633
	Iteration 99Q: 3 clusters Score -2596632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2596628.250000 Penalty: 4914.973633
	Iteration 100F: 3 clusters Score -2596628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2596639.500000 Penalty: 4914.973633
	Iteration 101Q: 3 clusters Score -2596640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2596646.000000 Penalty: 4914.973633
	Iteration 102Q: 3 clusters Score -2596646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2596644.500000 Penalty: 4914.973633
	Iteration 103Q: 3 clusters Score -2596644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2596653.250000 Penalty: 4914.973633
	Iteration 104Q: 3 clusters Score -2596653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2596665.000000 Penalty: 4914.973633
	Iteration 105Q: 3 clusters Score -2596665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2596672.500000 Penalty: 4914.973633
	Iteration 106Q: 3 clusters Score -2596672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2596677.250000 Penalty: 4914.973633
	Iteration 107Q: 3 clusters Score -2596677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2596679.250000 Penalty: 4914.973633
	Iteration 108Q: 3 clusters Score -2596679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2596685.500000 Penalty: 4914.973633
	Iteration 109Q: 3 clusters Score -2596686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2596684.500000 Penalty: 4914.973633
	Iteration 110Q: 3 clusters Score -2596684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2596687.250000 Penalty: 4914.973633
	Iteration 111Q: 3 clusters Score -2596687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2596692.750000 Penalty: 4914.973633
	Iteration 112Q: 3 clusters Score -2596693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2596692.500000 Penalty: 4914.973633
	Iteration 113Q: 3 clusters Score -2596692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2596696.500000 Penalty: 4914.973633
	Iteration 114Q: 3 clusters Score -2596696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2596700.500000 Penalty: 4914.973633
	Iteration 115Q: 3 clusters Score -2596700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2596699.250000 Penalty: 4914.973633
	Iteration 116Q: 3 clusters Score -2596699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2596696.250000 Penalty: 4914.973633
	Iteration 117Q: 3 clusters Score -2596696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2596700.250000 Penalty: 4914.973633
	Iteration 118Q: 3 clusters Score -2596700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2596699.000000 Penalty: 4914.973633
	Iteration 119Q: 3 clusters Score -2596699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2596700.750000 Penalty: 4914.973633
	Iteration 120F: 3 clusters Score -2596701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2596700.500000 Penalty: 4914.973633
	Iteration 121Q: 3 clusters Score -2596700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2596700.500000 Penalty: 4914.973633
	Iteration 122F: 3 clusters Score -2596700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159214 members 
Entering Unmasked Estep 
Score: -20587308.000000 Penalty: 2970.545166
	Iteration 0F: 2 clusters Score -2.058731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -20482368.000000 Penalty: 5941.090332
	Iteration 0F: 3 clusters Score -2.048237e+07 nChanged 76297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -20526504.000000 Penalty: 5941.090332
	Iteration 1F: 3 clusters Score -2.05265e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -20527414.000000 Penalty: 5941.090332
	Iteration 2Q: 3 clusters Score -2.052741e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -20528768.000000 Penalty: 5941.090332
	Iteration 3Q: 3 clusters Score -2.052877e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -20530632.000000 Penalty: 5941.090332
	Iteration 4Q: 3 clusters Score -2.053063e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -20533854.000000 Penalty: 5941.090332
	Iteration 5Q: 3 clusters Score -2.053385e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -20538706.000000 Penalty: 5941.090332
	Iteration 6F: 3 clusters Score -2.053871e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -20546238.000000 Penalty: 5941.090332
	Iteration 7F: 3 clusters Score -2.054624e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -20556342.000000 Penalty: 5941.090332
	Iteration 8F: 3 clusters Score -2.055634e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -20566906.000000 Penalty: 5941.090332
	Iteration 9F: 3 clusters Score -2.056691e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -20574888.000000 Penalty: 5941.090332
	Iteration 10F: 3 clusters Score -2.057489e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 131625 members 
Entering Unmasked Estep 
Score: -20578768.000000 Penalty: 5941.090332
	Iteration 11Q: 3 clusters Score -2.057877e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -20580426.000000 Penalty: 5941.090332
	Iteration 12Q: 3 clusters Score -2.058043e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
Score: -20581438.000000 Penalty: 5941.090332
	Iteration 13Q: 3 clusters Score -2.058144e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -20582252.000000 Penalty: 5941.090332
	Iteration 14Q: 3 clusters Score -2.058225e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -20582994.000000 Penalty: 5941.090332
	Iteration 15Q: 3 clusters Score -2.058299e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -20583404.000000 Penalty: 5941.090332
	Iteration 16Q: 3 clusters Score -2.05834e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -20583682.000000 Penalty: 5941.090332
	Iteration 17Q: 3 clusters Score -2.058368e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -20584154.000000 Penalty: 5941.090332
	Iteration 18Q: 3 clusters Score -2.058415e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -20584466.000000 Penalty: 5941.090332
	Iteration 19Q: 3 clusters Score -2.058447e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 146794 members 
Entering Unmasked Estep 
Score: -20584656.000000 Penalty: 5941.090332
	Iteration 20F: 3 clusters Score -2.058466e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -20584850.000000 Penalty: 5941.090332
	Iteration 21Q: 3 clusters Score -2.058485e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 148682 members 
Entering Unmasked Estep 
Score: -20585010.000000 Penalty: 5941.090332
	Iteration 22Q: 3 clusters Score -2.058501e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 149445 members 
Entering Unmasked Estep 
Score: -20585188.000000 Penalty: 5941.090332
	Iteration 23Q: 3 clusters Score -2.058519e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 150107 members 
Entering Unmasked Estep 
Score: -20585390.000000 Penalty: 5941.090332
	Iteration 24Q: 3 clusters Score -2.058539e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 150692 members 
Entering Unmasked Estep 
Score: -20585536.000000 Penalty: 5941.090332
	Iteration 25Q: 3 clusters Score -2.058554e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -20585580.000000 Penalty: 5941.090332
	Iteration 26Q: 3 clusters Score -2.058558e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -20585674.000000 Penalty: 5941.090332
	Iteration 27Q: 3 clusters Score -2.058567e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -20585744.000000 Penalty: 5941.090332
	Iteration 28Q: 3 clusters Score -2.058574e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 152539 members 
Entering Unmasked Estep 
Score: -20585794.000000 Penalty: 5941.090332
	Iteration 29Q: 3 clusters Score -2.058579e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -20585852.000000 Penalty: 5941.090332
	Iteration 30Q: 3 clusters Score -2.058585e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -20585880.000000 Penalty: 5941.090332
	Iteration 31Q: 3 clusters Score -2.058588e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -20585842.000000 Penalty: 5941.090332
	Iteration 32Q: 3 clusters Score -2.058584e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -20585900.000000 Penalty: 5941.090332
	Iteration 33Q: 3 clusters Score -2.05859e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -20585936.000000 Penalty: 5941.090332
	Iteration 34Q: 3 clusters Score -2.058594e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -20585982.000000 Penalty: 5941.090332
	Iteration 35Q: 3 clusters Score -2.058598e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -20586042.000000 Penalty: 5941.090332
	Iteration 36Q: 3 clusters Score -2.058604e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -20586078.000000 Penalty: 5941.090332
	Iteration 37Q: 3 clusters Score -2.058608e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -20586044.000000 Penalty: 5941.090332
	Iteration 38Q: 3 clusters Score -2.058604e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -20586042.000000 Penalty: 5941.090332
	Iteration 39Q: 3 clusters Score -2.058604e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -20586082.000000 Penalty: 5941.090332
	Iteration 40F: 3 clusters Score -2.058608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -20586130.000000 Penalty: 5941.090332
	Iteration 41Q: 3 clusters Score -2.058613e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 154877 members 
Entering Unmasked Estep 
Score: -20586140.000000 Penalty: 5941.090332
	Iteration 42Q: 3 clusters Score -2.058614e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -20586150.000000 Penalty: 5941.090332
	Iteration 43Q: 3 clusters Score -2.058615e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -20586190.000000 Penalty: 5941.090332
	Iteration 44Q: 3 clusters Score -2.058619e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 155098 members 
Entering Unmasked Estep 
Score: -20586172.000000 Penalty: 5941.090332
	Iteration 45Q: 3 clusters Score -2.058617e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -20586166.000000 Penalty: 5941.090332
	Iteration 46Q: 3 clusters Score -2.058617e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -20586144.000000 Penalty: 5941.090332
	Iteration 47Q: 3 clusters Score -2.058614e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -20586158.000000 Penalty: 5941.090332
	Iteration 48Q: 3 clusters Score -2.058616e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -20586162.000000 Penalty: 5941.090332
	Iteration 49Q: 3 clusters Score -2.058616e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -20586164.000000 Penalty: 5941.090332
	Iteration 50Q: 3 clusters Score -2.058616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -20586162.000000 Penalty: 5941.090332
	Iteration 51Q: 3 clusters Score -2.058616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -20586144.000000 Penalty: 5941.090332
	Iteration 52Q: 3 clusters Score -2.058614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -20586162.000000 Penalty: 5941.090332
	Iteration 53Q: 3 clusters Score -2.058616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -20586134.000000 Penalty: 5941.090332
	Iteration 54Q: 3 clusters Score -2.058613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -20586148.000000 Penalty: 5941.090332
	Iteration 55Q: 3 clusters Score -2.058615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -20586150.000000 Penalty: 5941.090332
	Iteration 56Q: 3 clusters Score -2.058615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -20586154.000000 Penalty: 5941.090332
	Iteration 57Q: 3 clusters Score -2.058615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -20586154.000000 Penalty: 5941.090332
	Iteration 58Q: 3 clusters Score -2.058615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -20586164.000000 Penalty: 5941.090332
	Iteration 59Q: 3 clusters Score -2.058616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -20586176.000000 Penalty: 5941.090332
	Iteration 60F: 3 clusters Score -2.058618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -20586182.000000 Penalty: 5941.090332
	Iteration 61Q: 3 clusters Score -2.058618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 62Q: 3 clusters Score -2.05862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -20586194.000000 Penalty: 5941.090332
	Iteration 63Q: 3 clusters Score -2.058619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -20586198.000000 Penalty: 5941.090332
	Iteration 64Q: 3 clusters Score -2.05862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 65Q: 3 clusters Score -2.05862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -20586198.000000 Penalty: 5941.090332
	Iteration 66Q: 3 clusters Score -2.05862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 155746 members 
Entering Unmasked Estep 
Score: -20586190.000000 Penalty: 5941.090332
	Iteration 67Q: 3 clusters Score -2.058619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -20586194.000000 Penalty: 5941.090332
	Iteration 68Q: 3 clusters Score -2.058619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 69Q: 3 clusters Score -2.05862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 70Q: 3 clusters Score -2.05862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 71Q: 3 clusters Score -2.05862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -20586200.000000 Penalty: 5941.090332
	Iteration 72F: 3 clusters Score -2.05862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (162560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Entering Unmasked Estep 
Score: -20997438.000000 Penalty: 2975.702881
	Iteration 0F: 2 clusters Score -2.099744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -20888960.000000 Penalty: 5951.405762
	Iteration 0F: 3 clusters Score -2.088896e+07 nChanged 77618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -20934098.000000 Penalty: 5951.405762
	Iteration 1F: 3 clusters Score -2.09341e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -20935802.000000 Penalty: 5951.405762
	Iteration 2Q: 3 clusters Score -2.09358e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -20938522.000000 Penalty: 5951.405762
	Iteration 3Q: 3 clusters Score -2.093852e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -20941986.000000 Penalty: 5951.405762
	Iteration 4Q: 3 clusters Score -2.094199e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -20947218.000000 Penalty: 5951.405762
	Iteration 5F: 3 clusters Score -2.094722e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -20954272.000000 Penalty: 5951.405762
	Iteration 6F: 3 clusters Score -2.095427e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -20962230.000000 Penalty: 5951.405762
	Iteration 7F: 3 clusters Score -2.096223e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -20969424.000000 Penalty: 5951.405762
	Iteration 8F: 3 clusters Score -2.096942e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -20973958.000000 Penalty: 5951.405762
	Iteration 9Q: 3 clusters Score -2.097396e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -20976540.000000 Penalty: 5951.405762
	Iteration 10Q: 3 clusters Score -2.097654e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -20978168.000000 Penalty: 5951.405762
	Iteration 11Q: 3 clusters Score -2.097817e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129199 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -20979328.000000 Penalty: 5951.405762
	Iteration 12Q: 3 clusters Score -2.097933e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -20980520.000000 Penalty: 5951.405762
	Iteration 13Q: 3 clusters Score -2.098052e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -20981646.000000 Penalty: 5951.405762
	Iteration 14Q: 3 clusters Score -2.098165e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137771 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -20982738.000000 Penalty: 5951.405762
	Iteration 15Q: 3 clusters Score -2.098274e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140696 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -20984046.000000 Penalty: 5951.405762
	Iteration 16Q: 3 clusters Score -2.098405e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -20985388.000000 Penalty: 5951.405762
	Iteration 17Q: 3 clusters Score -2.098539e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -20986792.000000 Penalty: 5951.405762
	Iteration 18Q: 3 clusters Score -2.098679e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -20988088.000000 Penalty: 5951.405762
	Iteration 19Q: 3 clusters Score -2.098809e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -20989344.000000 Penalty: 5951.405762
	Iteration 20F: 3 clusters Score -2.098934e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -20990480.000000 Penalty: 5951.405762
	Iteration 21Q: 3 clusters Score -2.099048e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -20991452.000000 Penalty: 5951.405762
	Iteration 22Q: 3 clusters Score -2.099145e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -20992360.000000 Penalty: 5951.405762
	Iteration 23Q: 3 clusters Score -2.099236e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -20992954.000000 Penalty: 5951.405762
	Iteration 24Q: 3 clusters Score -2.099295e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20993408.000000 Penalty: 5951.405762
	Iteration 25Q: 3 clusters Score -2.099341e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20993696.000000 Penalty: 5951.405762
	Iteration 26Q: 3 clusters Score -2.09937e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -20994030.000000 Penalty: 5951.405762
	Iteration 27Q: 3 clusters Score -2.099403e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20994202.000000 Penalty: 5951.405762
	Iteration 28Q: 3 clusters Score -2.09942e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -20994372.000000 Penalty: 5951.405762
	Iteration 29Q: 3 clusters Score -2.099437e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20994460.000000 Penalty: 5951.405762
	Iteration 30Q: 3 clusters Score -2.099446e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20994528.000000 Penalty: 5951.405762
	Iteration 31Q: 3 clusters Score -2.099453e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161447 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20994600.000000 Penalty: 5951.405762
	Iteration 32Q: 3 clusters Score -2.09946e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20994664.000000 Penalty: 5951.405762
	Iteration 33Q: 3 clusters Score -2.099466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20994700.000000 Penalty: 5951.405762
	Iteration 34Q: 3 clusters Score -2.09947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20994698.000000 Penalty: 5951.405762
	Iteration 35Q: 3 clusters Score -2.09947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -20994724.000000 Penalty: 5951.405762
	Iteration 36Q: 3 clusters Score -2.099472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161666 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20994746.000000 Penalty: 5951.405762
	Iteration 37Q: 3 clusters Score -2.099475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20994754.000000 Penalty: 5951.405762
	Iteration 38Q: 3 clusters Score -2.099475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20994774.000000 Penalty: 5951.405762
	Iteration 39Q: 3 clusters Score -2.099477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20994760.000000 Penalty: 5951.405762
	Iteration 40F: 3 clusters Score -2.099476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20994780.000000 Penalty: 5951.405762
	Iteration 41Q: 3 clusters Score -2.099478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161714 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -20994794.000000 Penalty: 5951.405762
	Iteration 42Q: 3 clusters Score -2.099479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20994780.000000 Penalty: 5951.405762
	Iteration 43Q: 3 clusters Score -2.099478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20994796.000000 Penalty: 5951.405762
	Iteration 44Q: 3 clusters Score -2.09948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20994790.000000 Penalty: 5951.405762
	Iteration 45Q: 3 clusters Score -2.099479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -20994798.000000 Penalty: 5951.405762
	Iteration 46Q: 3 clusters Score -2.09948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161731 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20994780.000000 Penalty: 5951.405762
	Iteration 47Q: 3 clusters Score -2.099478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20994786.000000 Penalty: 5951.405762
	Iteration 48Q: 3 clusters Score -2.099479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20994800.000000 Penalty: 5951.405762
	Iteration 49Q: 3 clusters Score -2.09948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20994782.000000 Penalty: 5951.405762
	Iteration 50Q: 3 clusters Score -2.099478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20994784.000000 Penalty: 5951.405762
	Iteration 51Q: 3 clusters Score -2.099478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161750 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20994800.000000 Penalty: 5951.405762
	Iteration 52Q: 3 clusters Score -2.09948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -20994810.000000 Penalty: 5951.405762
	Iteration 53Q: 3 clusters Score -2.099481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20994818.000000 Penalty: 5951.405762
	Iteration 54Q: 3 clusters Score -2.099482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20994824.000000 Penalty: 5951.405762
	Iteration 55Q: 3 clusters Score -2.099482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -20994820.000000 Penalty: 5951.405762
	Iteration 56Q: 3 clusters Score -2.099482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20994818.000000 Penalty: 5951.405762
	Iteration 57Q: 3 clusters Score -2.099482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20994814.000000 Penalty: 5951.405762
	Iteration 58Q: 3 clusters Score -2.099481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161782 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20994820.000000 Penalty: 5951.405762
	Iteration 59Q: 3 clusters Score -2.099482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20994846.000000 Penalty: 5951.405762
	Iteration 60F: 3 clusters Score -2.099485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161787 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20994854.000000 Penalty: 5951.405762
	Iteration 61Q: 3 clusters Score -2.099485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161791 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20994842.000000 Penalty: 5951.405762
	Iteration 62Q: 3 clusters Score -2.099484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20994834.000000 Penalty: 5951.405762
	Iteration 63Q: 3 clusters Score -2.099483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20994852.000000 Penalty: 5951.405762
	Iteration 64Q: 3 clusters Score -2.099485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20994850.000000 Penalty: 5951.405762
	Iteration 65Q: 3 clusters Score -2.099485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -20994854.000000 Penalty: 5951.405762
	Iteration 66Q: 3 clusters Score -2.099485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20994862.000000 Penalty: 5951.405762
	Iteration 67Q: 3 clusters Score -2.099486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161801 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20994846.000000 Penalty: 5951.405762
	Iteration 68Q: 3 clusters Score -2.099485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20994844.000000 Penalty: 5951.405762
	Iteration 69Q: 3 clusters Score -2.099484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20994844.000000 Penalty: 5951.405762
	Iteration 70Q: 3 clusters Score -2.099484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20994844.000000 Penalty: 5951.405762
	Iteration 71F: 3 clusters Score -2.099484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159459 members 
Entering Unmasked Estep 
Score: -20439228.000000 Penalty: 2970.926270
	Iteration 0F: 2 clusters Score -2.043923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -20332990.000000 Penalty: 5941.852539
	Iteration 0F: 3 clusters Score -2.033299e+07 nChanged 76335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -20377336.000000 Penalty: 5941.852539
	Iteration 1F: 3 clusters Score -2.037734e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -20378652.000000 Penalty: 5941.852539
	Iteration 2Q: 3 clusters Score -2.037865e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -20380582.000000 Penalty: 5941.852539
	Iteration 3Q: 3 clusters Score -2.038058e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -20383250.000000 Penalty: 5941.852539
	Iteration 4Q: 3 clusters Score -2.038325e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -20387360.000000 Penalty: 5941.852539
	Iteration 5Q: 3 clusters Score -2.038736e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -20393852.000000 Penalty: 5941.852539
	Iteration 6F: 3 clusters Score -2.039385e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -20401892.000000 Penalty: 5941.852539
	Iteration 7F: 3 clusters Score -2.040189e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -20410056.000000 Penalty: 5941.852539
	Iteration 8F: 3 clusters Score -2.041006e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114011 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -20417318.000000 Penalty: 5941.852539
	Iteration 9F: 3 clusters Score -2.041732e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -20422250.000000 Penalty: 5941.852539
	Iteration 10Q: 3 clusters Score -2.042225e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -20425140.000000 Penalty: 5941.852539
	Iteration 11Q: 3 clusters Score -2.042514e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -20427246.000000 Penalty: 5941.852539
	Iteration 12Q: 3 clusters Score -2.042725e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -20429174.000000 Penalty: 5941.852539
	Iteration 13Q: 3 clusters Score -2.042917e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -20430836.000000 Penalty: 5941.852539
	Iteration 14Q: 3 clusters Score -2.043084e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -20432252.000000 Penalty: 5941.852539
	Iteration 15Q: 3 clusters Score -2.043225e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -20433420.000000 Penalty: 5941.852539
	Iteration 16Q: 3 clusters Score -2.043342e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -20434544.000000 Penalty: 5941.852539
	Iteration 17Q: 3 clusters Score -2.043454e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -20435684.000000 Penalty: 5941.852539
	Iteration 18Q: 3 clusters Score -2.043568e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -20436510.000000 Penalty: 5941.852539
	Iteration 19Q: 3 clusters Score -2.043651e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -20437266.000000 Penalty: 5941.852539
	Iteration 20F: 3 clusters Score -2.043727e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -20437796.000000 Penalty: 5941.852539
	Iteration 21Q: 3 clusters Score -2.04378e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -20438260.000000 Penalty: 5941.852539
	Iteration 22Q: 3 clusters Score -2.043826e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -20438512.000000 Penalty: 5941.852539
	Iteration 23Q: 3 clusters Score -2.043851e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -20438812.000000 Penalty: 5941.852539
	Iteration 24Q: 3 clusters Score -2.043881e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -20439116.000000 Penalty: 5941.852539
	Iteration 25Q: 3 clusters Score -2.043912e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -20439246.000000 Penalty: 5941.852539
	Iteration 26Q: 3 clusters Score -2.043925e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -20439450.000000 Penalty: 5941.852539
	Iteration 27Q: 3 clusters Score -2.043945e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -20439632.000000 Penalty: 5941.852539
	Iteration 28Q: 3 clusters Score -2.043963e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -20439830.000000 Penalty: 5941.852539
	Iteration 29Q: 3 clusters Score -2.043983e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -20440016.000000 Penalty: 5941.852539
	Iteration 30Q: 3 clusters Score -2.044002e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -20440158.000000 Penalty: 5941.852539
	Iteration 31Q: 3 clusters Score -2.044016e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -20440322.000000 Penalty: 5941.852539
	Iteration 32Q: 3 clusters Score -2.044032e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -20440344.000000 Penalty: 5941.852539
	Iteration 33Q: 3 clusters Score -2.044034e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -20440374.000000 Penalty: 5941.852539
	Iteration 34Q: 3 clusters Score -2.044037e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -20440394.000000 Penalty: 5941.852539
	Iteration 35Q: 3 clusters Score -2.044039e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -20440424.000000 Penalty: 5941.852539
	Iteration 36Q: 3 clusters Score -2.044042e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -20440458.000000 Penalty: 5941.852539
	Iteration 37Q: 3 clusters Score -2.044046e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -20440494.000000 Penalty: 5941.852539
	Iteration 38Q: 3 clusters Score -2.044049e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -20440522.000000 Penalty: 5941.852539
	Iteration 39Q: 3 clusters Score -2.044052e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -20440532.000000 Penalty: 5941.852539
	Iteration 40F: 3 clusters Score -2.044053e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -20440560.000000 Penalty: 5941.852539
	Iteration 41Q: 3 clusters Score -2.044056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -20440570.000000 Penalty: 5941.852539
	Iteration 42Q: 3 clusters Score -2.044057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -20440566.000000 Penalty: 5941.852539
	Iteration 43Q: 3 clusters Score -2.044057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -20440572.000000 Penalty: 5941.852539
	Iteration 44Q: 3 clusters Score -2.044057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153412 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -20440590.000000 Penalty: 5941.852539
	Iteration 45Q: 3 clusters Score -2.044059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -20440602.000000 Penalty: 5941.852539
	Iteration 46Q: 3 clusters Score -2.04406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -20440586.000000 Penalty: 5941.852539
	Iteration 47Q: 3 clusters Score -2.044059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -20440588.000000 Penalty: 5941.852539
	Iteration 48Q: 3 clusters Score -2.044059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -20440576.000000 Penalty: 5941.852539
	Iteration 49Q: 3 clusters Score -2.044058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -20440584.000000 Penalty: 5941.852539
	Iteration 50Q: 3 clusters Score -2.044058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -20440590.000000 Penalty: 5941.852539
	Iteration 51Q: 3 clusters Score -2.044059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -20440578.000000 Penalty: 5941.852539
	Iteration 52Q: 3 clusters Score -2.044058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -20440582.000000 Penalty: 5941.852539
	Iteration 53Q: 3 clusters Score -2.044058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -20440588.000000 Penalty: 5941.852539
	Iteration 54Q: 3 clusters Score -2.044059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -20440590.000000 Penalty: 5941.852539
	Iteration 55Q: 3 clusters Score -2.044059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -20440590.000000 Penalty: 5941.852539
	Iteration 56F: 3 clusters Score -2.044059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 41787 members 
Mstep: Class 7 contains 20115 members 
Mstep: Class 8 contains 159214 members 
Mstep: Class 9 contains 162560 members 
Mstep: Class 10 contains 153423 members 
Mstep: Class 12 contains 222493 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 16 contains 163879 members 
Mstep: Class 17 contains 172676 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
Score: -166415008.000000 Penalty: 55911.265625
Splitting cluster 10 changes total score from -166414112.000000 to -166415008.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (222493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222493 members 
Entering Unmasked Estep 
Score: -28470016.000000 Penalty: 3053.537354
	Iteration 0F: 2 clusters Score -2.847002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -28327632.000000 Penalty: 6107.074707
	Iteration 0F: 3 clusters Score -2.832763e+07 nChanged 107294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -28390530.000000 Penalty: 6107.074707
	Iteration 1F: 3 clusters Score -2.839053e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 112780 members 
Entering Unmasked Estep 
Score: -28391562.000000 Penalty: 6107.074707
	Iteration 2Q: 3 clusters Score -2.839156e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -28392728.000000 Penalty: 6107.074707
	Iteration 3Q: 3 clusters Score -2.839273e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -28394000.000000 Penalty: 6107.074707
	Iteration 4Q: 3 clusters Score -2.8394e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 116474 members 
Entering Unmasked Estep 
Score: -28395330.000000 Penalty: 6107.074707
	Iteration 5Q: 3 clusters Score -2.839533e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 119274 members 
Entering Unmasked Estep 
Score: -28397038.000000 Penalty: 6107.074707
	Iteration 6Q: 3 clusters Score -2.839704e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -28399556.000000 Penalty: 6107.074707
	Iteration 7Q: 3 clusters Score -2.839956e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -28403372.000000 Penalty: 6107.074707
	Iteration 8Q: 3 clusters Score -2.840337e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -28410046.000000 Penalty: 6107.074707
	Iteration 9Q: 3 clusters Score -2.841005e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -28419922.000000 Penalty: 6107.074707
	Iteration 10F: 3 clusters Score -2.841992e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -28431470.000000 Penalty: 6107.074707
	Iteration 11F: 3 clusters Score -2.843147e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -28441972.000000 Penalty: 6107.074707
	Iteration 12F: 3 clusters Score -2.844197e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 186975 members 
Entering Unmasked Estep 
Score: -28449334.000000 Penalty: 6107.074707
	Iteration 13F: 3 clusters Score -2.844933e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 194880 members 
Entering Unmasked Estep 
Score: -28454496.000000 Penalty: 6107.074707
	Iteration 14Q: 3 clusters Score -2.84545e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 200978 members 
Entering Unmasked Estep 
Score: -28457904.000000 Penalty: 6107.074707
	Iteration 15Q: 3 clusters Score -2.84579e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 205610 members 
Entering Unmasked Estep 
Score: -28460236.000000 Penalty: 6107.074707
	Iteration 16Q: 3 clusters Score -2.846024e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 209104 members 
Entering Unmasked Estep 
Score: -28461990.000000 Penalty: 6107.074707
	Iteration 17Q: 3 clusters Score -2.846199e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 211740 members 
Entering Unmasked Estep 
Score: -28463030.000000 Penalty: 6107.074707
	Iteration 18Q: 3 clusters Score -2.846303e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 213793 members 
Entering Unmasked Estep 
Score: -28463832.000000 Penalty: 6107.074707
	Iteration 19Q: 3 clusters Score -2.846383e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 215376 members 
Entering Unmasked Estep 
Score: -28464500.000000 Penalty: 6107.074707
	Iteration 20F: 3 clusters Score -2.84645e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 216592 members 
Entering Unmasked Estep 
Score: -28465000.000000 Penalty: 6107.074707
	Iteration 21Q: 3 clusters Score -2.8465e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 217516 members 
Entering Unmasked Estep 
Score: -28465558.000000 Penalty: 6107.074707
	Iteration 22Q: 3 clusters Score -2.846556e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 218253 members 
Entering Unmasked Estep 
Score: -28465852.000000 Penalty: 6107.074707
	Iteration 23Q: 3 clusters Score -2.846585e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 218795 members 
Entering Unmasked Estep 
Score: -28466090.000000 Penalty: 6107.074707
	Iteration 24Q: 3 clusters Score -2.846609e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 219223 members 
Entering Unmasked Estep 
Score: -28466336.000000 Penalty: 6107.074707
	Iteration 25Q: 3 clusters Score -2.846634e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 219581 members 
Entering Unmasked Estep 
Score: -28466480.000000 Penalty: 6107.074707
	Iteration 26Q: 3 clusters Score -2.846648e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 219852 members 
Entering Unmasked Estep 
Score: -28466624.000000 Penalty: 6107.074707
	Iteration 27Q: 3 clusters Score -2.846662e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 220083 members 
Entering Unmasked Estep 
Score: -28466792.000000 Penalty: 6107.074707
	Iteration 28Q: 3 clusters Score -2.846679e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 220275 members 
Entering Unmasked Estep 
Score: -28466916.000000 Penalty: 6107.074707
	Iteration 29Q: 3 clusters Score -2.846692e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 220427 members 
Entering Unmasked Estep 
Score: -28467012.000000 Penalty: 6107.074707
	Iteration 30Q: 3 clusters Score -2.846701e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 220543 members 
Entering Unmasked Estep 
Score: -28467110.000000 Penalty: 6107.074707
	Iteration 31Q: 3 clusters Score -2.846711e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 220641 members 
Entering Unmasked Estep 
Score: -28467098.000000 Penalty: 6107.074707
	Iteration 32Q: 3 clusters Score -2.84671e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 220712 members 
Entering Unmasked Estep 
Score: -28467130.000000 Penalty: 6107.074707
	Iteration 33Q: 3 clusters Score -2.846713e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -28467160.000000 Penalty: 6107.074707
	Iteration 34Q: 3 clusters Score -2.846716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 220823 members 
Entering Unmasked Estep 
Score: -28467200.000000 Penalty: 6107.074707
	Iteration 35Q: 3 clusters Score -2.84672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 220861 members 
Entering Unmasked Estep 
Score: -28467218.000000 Penalty: 6107.074707
	Iteration 36Q: 3 clusters Score -2.846722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 220877 members 
Entering Unmasked Estep 
Score: -28467216.000000 Penalty: 6107.074707
	Iteration 37Q: 3 clusters Score -2.846722e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 220900 members 
Entering Unmasked Estep 
Score: -28467232.000000 Penalty: 6107.074707
	Iteration 38Q: 3 clusters Score -2.846723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 220927 members 
Entering Unmasked Estep 
Score: -28467232.000000 Penalty: 6107.074707
	Iteration 39Q: 3 clusters Score -2.846723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 220952 members 
Entering Unmasked Estep 
Score: -28467238.000000 Penalty: 6107.074707
	Iteration 40F: 3 clusters Score -2.846724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 220971 members 
Entering Unmasked Estep 
Score: -28467228.000000 Penalty: 6107.074707
	Iteration 41Q: 3 clusters Score -2.846723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 220988 members 
Entering Unmasked Estep 
Score: -28467216.000000 Penalty: 6107.074707
	Iteration 42Q: 3 clusters Score -2.846722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 221000 members 
Entering Unmasked Estep 
Score: -28467224.000000 Penalty: 6107.074707
	Iteration 43Q: 3 clusters Score -2.846722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 221010 members 
Entering Unmasked Estep 
Score: -28467212.000000 Penalty: 6107.074707
	Iteration 44Q: 3 clusters Score -2.846721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 221021 members 
Entering Unmasked Estep 
Score: -28467226.000000 Penalty: 6107.074707
	Iteration 45Q: 3 clusters Score -2.846723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 221022 members 
Entering Unmasked Estep 
Score: -28467254.000000 Penalty: 6107.074707
	Iteration 46Q: 3 clusters Score -2.846725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 221026 members 
Entering Unmasked Estep 
Score: -28467272.000000 Penalty: 6107.074707
	Iteration 47Q: 3 clusters Score -2.846727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 221033 members 
Entering Unmasked Estep 
Score: -28467288.000000 Penalty: 6107.074707
	Iteration 48Q: 3 clusters Score -2.846729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 221046 members 
Entering Unmasked Estep 
Score: -28467274.000000 Penalty: 6107.074707
	Iteration 49Q: 3 clusters Score -2.846727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 221053 members 
Entering Unmasked Estep 
Score: -28467268.000000 Penalty: 6107.074707
	Iteration 50Q: 3 clusters Score -2.846727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 221056 members 
Entering Unmasked Estep 
Score: -28467264.000000 Penalty: 6107.074707
	Iteration 51Q: 3 clusters Score -2.846726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 221059 members 
Entering Unmasked Estep 
Score: -28467282.000000 Penalty: 6107.074707
	Iteration 52Q: 3 clusters Score -2.846728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 221061 members 
Entering Unmasked Estep 
Score: -28467286.000000 Penalty: 6107.074707
	Iteration 53Q: 3 clusters Score -2.846729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 221062 members 
Entering Unmasked Estep 
Score: -28467288.000000 Penalty: 6107.074707
	Iteration 54Q: 3 clusters Score -2.846729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 221064 members 
Entering Unmasked Estep 
Score: -28467286.000000 Penalty: 6107.074707
	Iteration 55Q: 3 clusters Score -2.846729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 221066 members 
Entering Unmasked Estep 
Score: -28467282.000000 Penalty: 6107.074707
	Iteration 56Q: 3 clusters Score -2.846728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 221067 members 
Entering Unmasked Estep 
Score: -28467286.000000 Penalty: 6107.074707
	Iteration 57Q: 3 clusters Score -2.846729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 221067 members 
Entering Unmasked Estep 
Score: -28467286.000000 Penalty: 6107.074707
	Iteration 58F: 3 clusters Score -2.846729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Entering Unmasked Estep 
Score: -21499544.000000 Penalty: 2980.498779
	Iteration 0F: 2 clusters Score -2.149954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -21390562.000000 Penalty: 5960.997559
	Iteration 0F: 3 clusters Score -2.139056e+07 nChanged 79262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -21436722.000000 Penalty: 5960.997559
	Iteration 1F: 3 clusters Score -2.143672e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5960.997559
	Iteration 2Q: 3 clusters Score -2.143797e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -21439722.000000 Penalty: 5960.997559
	Iteration 3Q: 3 clusters Score -2.143972e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -21443144.000000 Penalty: 5960.997559
	Iteration 4Q: 3 clusters Score -2.144314e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -21448234.000000 Penalty: 5960.997559
	Iteration 5F: 3 clusters Score -2.144823e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -21456246.000000 Penalty: 5960.997559
	Iteration 6F: 3 clusters Score -2.145625e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -21467200.000000 Penalty: 5960.997559
	Iteration 7F: 3 clusters Score -2.14672e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -21479108.000000 Penalty: 5960.997559
	Iteration 8F: 3 clusters Score -2.147911e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -21487952.000000 Penalty: 5960.997559
	Iteration 9F: 3 clusters Score -2.148795e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21492948.000000 Penalty: 5960.997559
	Iteration 10Q: 3 clusters Score -2.149295e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 163033 members 
Entering Unmasked Estep 
Score: -21495238.000000 Penalty: 5960.997559
	Iteration 11Q: 3 clusters Score -2.149524e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -21496192.000000 Penalty: 5960.997559
	Iteration 12Q: 3 clusters Score -2.149619e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 164794 members 
Entering Unmasked Estep 
Score: -21496524.000000 Penalty: 5960.997559
	Iteration 13Q: 3 clusters Score -2.149652e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -21496704.000000 Penalty: 5960.997559
	Iteration 14Q: 3 clusters Score -2.14967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -21496806.000000 Penalty: 5960.997559
	Iteration 15Q: 3 clusters Score -2.149681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -21496856.000000 Penalty: 5960.997559
	Iteration 16Q: 3 clusters Score -2.149686e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 165221 members 
Entering Unmasked Estep 
Score: -21496904.000000 Penalty: 5960.997559
	Iteration 17Q: 3 clusters Score -2.14969e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -21496958.000000 Penalty: 5960.997559
	Iteration 18Q: 3 clusters Score -2.149696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -21496960.000000 Penalty: 5960.997559
	Iteration 19Q: 3 clusters Score -2.149696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -21496988.000000 Penalty: 5960.997559
	Iteration 20F: 3 clusters Score -2.149699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -21497016.000000 Penalty: 5960.997559
	Iteration 21Q: 3 clusters Score -2.149702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -21497040.000000 Penalty: 5960.997559
	Iteration 22Q: 3 clusters Score -2.149704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 165294 members 
Entering Unmasked Estep 
Score: -21497046.000000 Penalty: 5960.997559
	Iteration 23Q: 3 clusters Score -2.149705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -21497054.000000 Penalty: 5960.997559
	Iteration 24Q: 3 clusters Score -2.149705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -21497070.000000 Penalty: 5960.997559
	Iteration 25Q: 3 clusters Score -2.149707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -21497078.000000 Penalty: 5960.997559
	Iteration 26Q: 3 clusters Score -2.149708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 165296 members 
Entering Unmasked Estep 
Score: -21497096.000000 Penalty: 5960.997559
	Iteration 27Q: 3 clusters Score -2.14971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -21497096.000000 Penalty: 5960.997559
	Iteration 28Q: 3 clusters Score -2.14971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -21497096.000000 Penalty: 5960.997559
	Iteration 29Q: 3 clusters Score -2.14971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -21497102.000000 Penalty: 5960.997559
	Iteration 30Q: 3 clusters Score -2.14971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21497104.000000 Penalty: 5960.997559
	Iteration 31Q: 3 clusters Score -2.14971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21497116.000000 Penalty: 5960.997559
	Iteration 32Q: 3 clusters Score -2.149712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -21497120.000000 Penalty: 5960.997559
	Iteration 33Q: 3 clusters Score -2.149712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 165304 members 
Entering Unmasked Estep 
Score: -21497116.000000 Penalty: 5960.997559
	Iteration 34Q: 3 clusters Score -2.149712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -21497122.000000 Penalty: 5960.997559
	Iteration 35Q: 3 clusters Score -2.149712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21497130.000000 Penalty: 5960.997559
	Iteration 36Q: 3 clusters Score -2.149713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21497132.000000 Penalty: 5960.997559
	Iteration 37Q: 3 clusters Score -2.149713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -21497120.000000 Penalty: 5960.997559
	Iteration 38Q: 3 clusters Score -2.149712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21497124.000000 Penalty: 5960.997559
	Iteration 39Q: 3 clusters Score -2.149712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21497132.000000 Penalty: 5960.997559
	Iteration 40F: 3 clusters Score -2.149713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21497126.000000 Penalty: 5960.997559
	Iteration 41Q: 3 clusters Score -2.149713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21497126.000000 Penalty: 5960.997559
	Iteration 42F: 3 clusters Score -2.149713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Entering Unmasked Estep 
Score: -21118210.000000 Penalty: 2977.707031
	Iteration 0F: 2 clusters Score -2.111821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -21008600.000000 Penalty: 5955.414062
	Iteration 0F: 3 clusters Score -2.10086e+07 nChanged 78491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -21054420.000000 Penalty: 5955.414062
	Iteration 1F: 3 clusters Score -2.105442e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -21055536.000000 Penalty: 5955.414062
	Iteration 2Q: 3 clusters Score -2.105554e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -21056826.000000 Penalty: 5955.414062
	Iteration 3Q: 3 clusters Score -2.105683e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -21058684.000000 Penalty: 5955.414062
	Iteration 4Q: 3 clusters Score -2.105868e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -21061614.000000 Penalty: 5955.414062
	Iteration 5Q: 3 clusters Score -2.106161e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -21065756.000000 Penalty: 5955.414062
	Iteration 6Q: 3 clusters Score -2.106576e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -21071996.000000 Penalty: 5955.414062
	Iteration 7F: 3 clusters Score -2.1072e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -21080222.000000 Penalty: 5955.414062
	Iteration 8F: 3 clusters Score -2.108022e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -21088076.000000 Penalty: 5955.414062
	Iteration 9F: 3 clusters Score -2.108808e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -21093190.000000 Penalty: 5955.414062
	Iteration 10F: 3 clusters Score -2.109319e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -21095456.000000 Penalty: 5955.414062
	Iteration 11Q: 3 clusters Score -2.109546e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -21096584.000000 Penalty: 5955.414062
	Iteration 12Q: 3 clusters Score -2.109658e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -21097156.000000 Penalty: 5955.414062
	Iteration 13Q: 3 clusters Score -2.109716e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -21097646.000000 Penalty: 5955.414062
	Iteration 14Q: 3 clusters Score -2.109765e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -21098308.000000 Penalty: 5955.414062
	Iteration 15Q: 3 clusters Score -2.109831e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -21098710.000000 Penalty: 5955.414062
	Iteration 16Q: 3 clusters Score -2.109871e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -21099072.000000 Penalty: 5955.414062
	Iteration 17Q: 3 clusters Score -2.109907e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -21099494.000000 Penalty: 5955.414062
	Iteration 18Q: 3 clusters Score -2.109949e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -21099840.000000 Penalty: 5955.414062
	Iteration 19Q: 3 clusters Score -2.109984e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -21100038.000000 Penalty: 5955.414062
	Iteration 20F: 3 clusters Score -2.110004e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -21100212.000000 Penalty: 5955.414062
	Iteration 21Q: 3 clusters Score -2.110021e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -21100346.000000 Penalty: 5955.414062
	Iteration 22Q: 3 clusters Score -2.110035e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -21100468.000000 Penalty: 5955.414062
	Iteration 23Q: 3 clusters Score -2.110047e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -21100664.000000 Penalty: 5955.414062
	Iteration 24Q: 3 clusters Score -2.110066e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -21100802.000000 Penalty: 5955.414062
	Iteration 25Q: 3 clusters Score -2.11008e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -21100874.000000 Penalty: 5955.414062
	Iteration 26Q: 3 clusters Score -2.110087e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -21100898.000000 Penalty: 5955.414062
	Iteration 27Q: 3 clusters Score -2.11009e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -21101070.000000 Penalty: 5955.414062
	Iteration 28Q: 3 clusters Score -2.110107e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -21101254.000000 Penalty: 5955.414062
	Iteration 29Q: 3 clusters Score -2.110125e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -21101406.000000 Penalty: 5955.414062
	Iteration 30Q: 3 clusters Score -2.110141e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -21101430.000000 Penalty: 5955.414062
	Iteration 31Q: 3 clusters Score -2.110143e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -21101586.000000 Penalty: 5955.414062
	Iteration 32Q: 3 clusters Score -2.110159e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -21101612.000000 Penalty: 5955.414062
	Iteration 33Q: 3 clusters Score -2.110161e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -21101736.000000 Penalty: 5955.414062
	Iteration 34Q: 3 clusters Score -2.110174e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -21101862.000000 Penalty: 5955.414062
	Iteration 35Q: 3 clusters Score -2.110186e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -21101924.000000 Penalty: 5955.414062
	Iteration 36Q: 3 clusters Score -2.110192e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -21101992.000000 Penalty: 5955.414062
	Iteration 37Q: 3 clusters Score -2.110199e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -21102022.000000 Penalty: 5955.414062
	Iteration 38Q: 3 clusters Score -2.110202e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -21102010.000000 Penalty: 5955.414062
	Iteration 39Q: 3 clusters Score -2.110201e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -21102120.000000 Penalty: 5955.414062
	Iteration 40F: 3 clusters Score -2.110212e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -21102148.000000 Penalty: 5955.414062
	Iteration 41Q: 3 clusters Score -2.110215e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -21102222.000000 Penalty: 5955.414062
	Iteration 42Q: 3 clusters Score -2.110222e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -21102282.000000 Penalty: 5955.414062
	Iteration 43Q: 3 clusters Score -2.110228e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -21102354.000000 Penalty: 5955.414062
	Iteration 44Q: 3 clusters Score -2.110235e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -21102358.000000 Penalty: 5955.414062
	Iteration 45Q: 3 clusters Score -2.110236e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -21102406.000000 Penalty: 5955.414062
	Iteration 46Q: 3 clusters Score -2.110241e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -21102432.000000 Penalty: 5955.414062
	Iteration 47Q: 3 clusters Score -2.110243e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -21102426.000000 Penalty: 5955.414062
	Iteration 48Q: 3 clusters Score -2.110243e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.110245e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -21102504.000000 Penalty: 5955.414062
	Iteration 50Q: 3 clusters Score -2.11025e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -21102524.000000 Penalty: 5955.414062
	Iteration 51Q: 3 clusters Score -2.110252e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -21102556.000000 Penalty: 5955.414062
	Iteration 52Q: 3 clusters Score -2.110256e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -21102612.000000 Penalty: 5955.414062
	Iteration 53Q: 3 clusters Score -2.110261e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -21102548.000000 Penalty: 5955.414062
	Iteration 54Q: 3 clusters Score -2.110255e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -21102544.000000 Penalty: 5955.414062
	Iteration 55Q: 3 clusters Score -2.110254e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -21102608.000000 Penalty: 5955.414062
	Iteration 56Q: 3 clusters Score -2.110261e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -21102660.000000 Penalty: 5955.414062
	Iteration 57Q: 3 clusters Score -2.110266e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -21102760.000000 Penalty: 5955.414062
	Iteration 58Q: 3 clusters Score -2.110276e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -21102834.000000 Penalty: 5955.414062
	Iteration 59Q: 3 clusters Score -2.110283e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -21102822.000000 Penalty: 5955.414062
	Iteration 60F: 3 clusters Score -2.110282e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -21102918.000000 Penalty: 5955.414062
	Iteration 61Q: 3 clusters Score -2.110292e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.110295e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -21103078.000000 Penalty: 5955.414062
	Iteration 63Q: 3 clusters Score -2.110308e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -21103086.000000 Penalty: 5955.414062
	Iteration 64Q: 3 clusters Score -2.110309e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -21103200.000000 Penalty: 5955.414062
	Iteration 65Q: 3 clusters Score -2.11032e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -21103374.000000 Penalty: 5955.414062
	Iteration 66Q: 3 clusters Score -2.110337e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -21103518.000000 Penalty: 5955.414062
	Iteration 67Q: 3 clusters Score -2.110352e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -21103648.000000 Penalty: 5955.414062
	Iteration 68Q: 3 clusters Score -2.110365e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 109012 members 
Entering Unmasked Estep 
Score: -21103800.000000 Penalty: 5955.414062
	Iteration 69Q: 3 clusters Score -2.11038e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -21103910.000000 Penalty: 5955.414062
	Iteration 70Q: 3 clusters Score -2.110391e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -21104172.000000 Penalty: 5955.414062
	Iteration 71Q: 3 clusters Score -2.110417e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -21104420.000000 Penalty: 5955.414062
	Iteration 72Q: 3 clusters Score -2.110442e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -21104594.000000 Penalty: 5955.414062
	Iteration 73Q: 3 clusters Score -2.110459e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -21104916.000000 Penalty: 5955.414062
	Iteration 74Q: 3 clusters Score -2.110492e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -21105324.000000 Penalty: 5955.414062
	Iteration 75Q: 3 clusters Score -2.110532e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -21105660.000000 Penalty: 5955.414062
	Iteration 76Q: 3 clusters Score -2.110566e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -21105872.000000 Penalty: 5955.414062
	Iteration 77Q: 3 clusters Score -2.110587e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -21106418.000000 Penalty: 5955.414062
	Iteration 78Q: 3 clusters Score -2.110642e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.11068e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -21107204.000000 Penalty: 5955.414062
	Iteration 80F: 3 clusters Score -2.11072e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -21107618.000000 Penalty: 5955.414062
	Iteration 81Q: 3 clusters Score -2.110762e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -21108078.000000 Penalty: 5955.414062
	Iteration 82Q: 3 clusters Score -2.110808e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 127845 members 
Entering Unmasked Estep 
Score: -21108480.000000 Penalty: 5955.414062
	Iteration 83Q: 3 clusters Score -2.110848e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -21108766.000000 Penalty: 5955.414062
	Iteration 84Q: 3 clusters Score -2.110877e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -21109074.000000 Penalty: 5955.414062
	Iteration 85Q: 3 clusters Score -2.110907e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 131744 members 
Entering Unmasked Estep 
Score: -21109360.000000 Penalty: 5955.414062
	Iteration 86Q: 3 clusters Score -2.110936e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -21109554.000000 Penalty: 5955.414062
	Iteration 87Q: 3 clusters Score -2.110955e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -21109926.000000 Penalty: 5955.414062
	Iteration 88Q: 3 clusters Score -2.110993e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -21110334.000000 Penalty: 5955.414062
	Iteration 89Q: 3 clusters Score -2.111033e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -21110632.000000 Penalty: 5955.414062
	Iteration 90Q: 3 clusters Score -2.111063e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 137658 members 
Entering Unmasked Estep 
Score: -21110940.000000 Penalty: 5955.414062
	Iteration 91Q: 3 clusters Score -2.111094e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -21111222.000000 Penalty: 5955.414062
	Iteration 92Q: 3 clusters Score -2.111122e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.11115e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 140834 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.111178e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -21112066.000000 Penalty: 5955.414062
	Iteration 95Q: 3 clusters Score -2.111207e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.111238e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -21112628.000000 Penalty: 5955.414062
	Iteration 97Q: 3 clusters Score -2.111263e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 144998 members 
Entering Unmasked Estep 
Score: -21112936.000000 Penalty: 5955.414062
	Iteration 98Q: 3 clusters Score -2.111294e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -21113190.000000 Penalty: 5955.414062
	Iteration 99Q: 3 clusters Score -2.111319e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -21113376.000000 Penalty: 5955.414062
	Iteration 100F: 3 clusters Score -2.111338e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -21113692.000000 Penalty: 5955.414062
	Iteration 101Q: 3 clusters Score -2.111369e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 148698 members 
Entering Unmasked Estep 
Score: -21113916.000000 Penalty: 5955.414062
	Iteration 102Q: 3 clusters Score -2.111392e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -21114154.000000 Penalty: 5955.414062
	Iteration 103Q: 3 clusters Score -2.111415e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -21114392.000000 Penalty: 5955.414062
	Iteration 104Q: 3 clusters Score -2.111439e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -21114592.000000 Penalty: 5955.414062
	Iteration 105Q: 3 clusters Score -2.111459e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -21114784.000000 Penalty: 5955.414062
	Iteration 106Q: 3 clusters Score -2.111478e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -21115012.000000 Penalty: 5955.414062
	Iteration 107Q: 3 clusters Score -2.111501e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 153308 members 
Entering Unmasked Estep 
Score: -21115140.000000 Penalty: 5955.414062
	Iteration 108Q: 3 clusters Score -2.111514e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -21115330.000000 Penalty: 5955.414062
	Iteration 109Q: 3 clusters Score -2.111533e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -21115440.000000 Penalty: 5955.414062
	Iteration 110Q: 3 clusters Score -2.111544e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21115628.000000 Penalty: 5955.414062
	Iteration 111Q: 3 clusters Score -2.111563e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -21115692.000000 Penalty: 5955.414062
	Iteration 112Q: 3 clusters Score -2.111569e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.111581e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -21115916.000000 Penalty: 5955.414062
	Iteration 114Q: 3 clusters Score -2.111592e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 156911 members 
Entering Unmasked Estep 
Score: -21116042.000000 Penalty: 5955.414062
	Iteration 115Q: 3 clusters Score -2.111604e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -21116090.000000 Penalty: 5955.414062
	Iteration 116Q: 3 clusters Score -2.111609e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -21116150.000000 Penalty: 5955.414062
	Iteration 117Q: 3 clusters Score -2.111615e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -21116212.000000 Penalty: 5955.414062
	Iteration 118Q: 3 clusters Score -2.111621e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -21116260.000000 Penalty: 5955.414062
	Iteration 119Q: 3 clusters Score -2.111626e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -21116240.000000 Penalty: 5955.414062
	Iteration 120F: 3 clusters Score -2.111624e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -21116302.000000 Penalty: 5955.414062
	Iteration 121Q: 3 clusters Score -2.11163e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 158630 members 
Entering Unmasked Estep 
Score: -21116318.000000 Penalty: 5955.414062
	Iteration 122Q: 3 clusters Score -2.111632e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.111632e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -21116356.000000 Penalty: 5955.414062
	Iteration 124Q: 3 clusters Score -2.111636e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -21116384.000000 Penalty: 5955.414062
	Iteration 125Q: 3 clusters Score -2.111638e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -21116440.000000 Penalty: 5955.414062
	Iteration 126Q: 3 clusters Score -2.111644e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -21116482.000000 Penalty: 5955.414062
	Iteration 127Q: 3 clusters Score -2.111648e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 159496 members 
Entering Unmasked Estep 
Score: -21116468.000000 Penalty: 5955.414062
	Iteration 128Q: 3 clusters Score -2.111647e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -21116486.000000 Penalty: 5955.414062
	Iteration 129Q: 3 clusters Score -2.111649e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -21116522.000000 Penalty: 5955.414062
	Iteration 130Q: 3 clusters Score -2.111652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -21116514.000000 Penalty: 5955.414062
	Iteration 131Q: 3 clusters Score -2.111651e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -21116562.000000 Penalty: 5955.414062
	Iteration 132Q: 3 clusters Score -2.111656e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 159885 members 
Entering Unmasked Estep 
Score: -21116592.000000 Penalty: 5955.414062
	Iteration 133Q: 3 clusters Score -2.111659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -21116578.000000 Penalty: 5955.414062
	Iteration 134Q: 3 clusters Score -2.111658e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -21116604.000000 Penalty: 5955.414062
	Iteration 135Q: 3 clusters Score -2.11166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21116618.000000 Penalty: 5955.414062
	Iteration 136Q: 3 clusters Score -2.111662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -21116622.000000 Penalty: 5955.414062
	Iteration 137Q: 3 clusters Score -2.111662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -21116600.000000 Penalty: 5955.414062
	Iteration 138Q: 3 clusters Score -2.11166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -21116604.000000 Penalty: 5955.414062
	Iteration 139Q: 3 clusters Score -2.11166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21116616.000000 Penalty: 5955.414062
	Iteration 140F: 3 clusters Score -2.111662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 160108 members 
Entering Unmasked Estep 
Score: -21116614.000000 Penalty: 5955.414062
	Iteration 141Q: 3 clusters Score -2.111661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -21116628.000000 Penalty: 5955.414062
	Iteration 142Q: 3 clusters Score -2.111663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 160127 members 
Entering Unmasked Estep 
Score: -21116604.000000 Penalty: 5955.414062
	Iteration 143Q: 3 clusters Score -2.11166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -21116616.000000 Penalty: 5955.414062
	Iteration 144Q: 3 clusters Score -2.111662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -21116588.000000 Penalty: 5955.414062
	Iteration 145Q: 3 clusters Score -2.111659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -21116584.000000 Penalty: 5955.414062
	Iteration 146Q: 3 clusters Score -2.111658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -21116570.000000 Penalty: 5955.414062
	Iteration 147Q: 3 clusters Score -2.111657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 160199 members 
Entering Unmasked Estep 
Score: -21116586.000000 Penalty: 5955.414062
	Iteration 148Q: 3 clusters Score -2.111659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -21116588.000000 Penalty: 5955.414062
	Iteration 149Q: 3 clusters Score -2.111659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -21116574.000000 Penalty: 5955.414062
	Iteration 150Q: 3 clusters Score -2.111657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -21116600.000000 Penalty: 5955.414062
	Iteration 151Q: 3 clusters Score -2.11166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -21116582.000000 Penalty: 5955.414062
	Iteration 152Q: 3 clusters Score -2.111658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -21116588.000000 Penalty: 5955.414062
	Iteration 153Q: 3 clusters Score -2.111659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -21116582.000000 Penalty: 5955.414062
	Iteration 154Q: 3 clusters Score -2.111658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 160255 members 
Entering Unmasked Estep 
Score: -21116572.000000 Penalty: 5955.414062
	Iteration 155Q: 3 clusters Score -2.111657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -21116590.000000 Penalty: 5955.414062
	Iteration 156Q: 3 clusters Score -2.111659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -21116602.000000 Penalty: 5955.414062
	Iteration 157Q: 3 clusters Score -2.11166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -21116594.000000 Penalty: 5955.414062
	Iteration 158Q: 3 clusters Score -2.111659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -21116602.000000 Penalty: 5955.414062
	Iteration 159Q: 3 clusters Score -2.11166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -21116622.000000 Penalty: 5955.414062
	Iteration 160F: 3 clusters Score -2.111662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -21116630.000000 Penalty: 5955.414062
	Iteration 161Q: 3 clusters Score -2.111663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -21116618.000000 Penalty: 5955.414062
	Iteration 162Q: 3 clusters Score -2.111662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -21116608.000000 Penalty: 5955.414062
	Iteration 163Q: 3 clusters Score -2.111661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -21116618.000000 Penalty: 5955.414062
	Iteration 164Q: 3 clusters Score -2.111662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -21116624.000000 Penalty: 5955.414062
	Iteration 165Q: 3 clusters Score -2.111662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -21116624.000000 Penalty: 5955.414062
	Iteration 166F: 3 clusters Score -2.111662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (172676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Entering Unmasked Estep 
Score: -22474340.000000 Penalty: 2990.674805
	Iteration 0F: 2 clusters Score -2.247434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -22362894.000000 Penalty: 5981.349609
	Iteration 0F: 3 clusters Score -2.236289e+07 nChanged 82861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -22410960.000000 Penalty: 5981.349609
	Iteration 1F: 3 clusters Score -2.241096e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -22411744.000000 Penalty: 5981.349609
	Iteration 2Q: 3 clusters Score -2.241174e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -22412980.000000 Penalty: 5981.349609
	Iteration 3Q: 3 clusters Score -2.241298e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -22414368.000000 Penalty: 5981.349609
	Iteration 4Q: 3 clusters Score -2.241437e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -22416382.000000 Penalty: 5981.349609
	Iteration 5Q: 3 clusters Score -2.241638e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -22419484.000000 Penalty: 5981.349609
	Iteration 6Q: 3 clusters Score -2.241948e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -22424686.000000 Penalty: 5981.349609
	Iteration 7F: 3 clusters Score -2.242469e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -22432548.000000 Penalty: 5981.349609
	Iteration 8F: 3 clusters Score -2.243255e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -22443050.000000 Penalty: 5981.349609
	Iteration 9F: 3 clusters Score -2.244305e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -22453664.000000 Penalty: 5981.349609
	Iteration 10F: 3 clusters Score -2.245366e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -22460430.000000 Penalty: 5981.349609
	Iteration 11F: 3 clusters Score -2.246043e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -22463404.000000 Penalty: 5981.349609
	Iteration 12Q: 3 clusters Score -2.24634e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 133693 members 
Entering Unmasked Estep 
Score: -22465302.000000 Penalty: 5981.349609
	Iteration 13Q: 3 clusters Score -2.24653e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -22466430.000000 Penalty: 5981.349609
	Iteration 14Q: 3 clusters Score -2.246643e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -22467232.000000 Penalty: 5981.349609
	Iteration 15Q: 3 clusters Score -2.246723e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -22468082.000000 Penalty: 5981.349609
	Iteration 16Q: 3 clusters Score -2.246808e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -22468696.000000 Penalty: 5981.349609
	Iteration 17Q: 3 clusters Score -2.24687e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -22469116.000000 Penalty: 5981.349609
	Iteration 18Q: 3 clusters Score -2.246912e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -22469440.000000 Penalty: 5981.349609
	Iteration 19Q: 3 clusters Score -2.246944e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 144254 members 
Entering Unmasked Estep 
Score: -22469700.000000 Penalty: 5981.349609
	Iteration 20F: 3 clusters Score -2.24697e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 145390 members 
Entering Unmasked Estep 
Score: -22470078.000000 Penalty: 5981.349609
	Iteration 21Q: 3 clusters Score -2.247008e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -22470284.000000 Penalty: 5981.349609
	Iteration 22Q: 3 clusters Score -2.247028e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -22470588.000000 Penalty: 5981.349609
	Iteration 23Q: 3 clusters Score -2.247059e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 148629 members 
Entering Unmasked Estep 
Score: -22470802.000000 Penalty: 5981.349609
	Iteration 24Q: 3 clusters Score -2.24708e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -22471030.000000 Penalty: 5981.349609
	Iteration 25Q: 3 clusters Score -2.247103e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -22471202.000000 Penalty: 5981.349609
	Iteration 26Q: 3 clusters Score -2.24712e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -22471354.000000 Penalty: 5981.349609
	Iteration 27Q: 3 clusters Score -2.247135e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -22471542.000000 Penalty: 5981.349609
	Iteration 28Q: 3 clusters Score -2.247154e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -22471766.000000 Penalty: 5981.349609
	Iteration 29Q: 3 clusters Score -2.247177e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -22471940.000000 Penalty: 5981.349609
	Iteration 30Q: 3 clusters Score -2.247194e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -22472160.000000 Penalty: 5981.349609
	Iteration 31Q: 3 clusters Score -2.247216e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 156507 members 
Entering Unmasked Estep 
Score: -22472230.000000 Penalty: 5981.349609
	Iteration 32Q: 3 clusters Score -2.247223e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -22472374.000000 Penalty: 5981.349609
	Iteration 33Q: 3 clusters Score -2.247237e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -22472442.000000 Penalty: 5981.349609
	Iteration 34Q: 3 clusters Score -2.247244e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 158881 members 
Entering Unmasked Estep 
Score: -22472524.000000 Penalty: 5981.349609
	Iteration 35Q: 3 clusters Score -2.247252e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -22472618.000000 Penalty: 5981.349609
	Iteration 36Q: 3 clusters Score -2.247262e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -22472672.000000 Penalty: 5981.349609
	Iteration 37Q: 3 clusters Score -2.247267e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -22472746.000000 Penalty: 5981.349609
	Iteration 38Q: 3 clusters Score -2.247275e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -22472786.000000 Penalty: 5981.349609
	Iteration 39Q: 3 clusters Score -2.247279e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -22472876.000000 Penalty: 5981.349609
	Iteration 40F: 3 clusters Score -2.247288e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -22472914.000000 Penalty: 5981.349609
	Iteration 41Q: 3 clusters Score -2.247291e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -22473026.000000 Penalty: 5981.349609
	Iteration 42Q: 3 clusters Score -2.247303e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -22473082.000000 Penalty: 5981.349609
	Iteration 43Q: 3 clusters Score -2.247308e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -22473068.000000 Penalty: 5981.349609
	Iteration 44Q: 3 clusters Score -2.247307e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -22473064.000000 Penalty: 5981.349609
	Iteration 45Q: 3 clusters Score -2.247306e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 166173 members 
Entering Unmasked Estep 
Score: -22473072.000000 Penalty: 5981.349609
	Iteration 46Q: 3 clusters Score -2.247307e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -22473018.000000 Penalty: 5981.349609
	Iteration 47Q: 3 clusters Score -2.247302e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -22472996.000000 Penalty: 5981.349609
	Iteration 48Q: 3 clusters Score -2.2473e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -22472930.000000 Penalty: 5981.349609
	Iteration 49Q: 3 clusters Score -2.247293e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -22472922.000000 Penalty: 5981.349609
	Iteration 50Q: 3 clusters Score -2.247292e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -22472918.000000 Penalty: 5981.349609
	Iteration 51Q: 3 clusters Score -2.247292e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -22472912.000000 Penalty: 5981.349609
	Iteration 52Q: 3 clusters Score -2.247291e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -22472898.000000 Penalty: 5981.349609
	Iteration 53Q: 3 clusters Score -2.24729e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -22472900.000000 Penalty: 5981.349609
	Iteration 54Q: 3 clusters Score -2.24729e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -22472878.000000 Penalty: 5981.349609
	Iteration 55Q: 3 clusters Score -2.247288e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -22472760.000000 Penalty: 5981.349609
	Iteration 56Q: 3 clusters Score -2.247276e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -22472676.000000 Penalty: 5981.349609
	Iteration 57Q: 3 clusters Score -2.247268e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -22472676.000000 Penalty: 5981.349609
	Iteration 58Q: 3 clusters Score -2.247268e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -22472588.000000 Penalty: 5981.349609
	Iteration 59Q: 3 clusters Score -2.247259e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -22472590.000000 Penalty: 5981.349609
	Iteration 60F: 3 clusters Score -2.247259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -22472588.000000 Penalty: 5981.349609
	Iteration 61Q: 3 clusters Score -2.247259e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -22472618.000000 Penalty: 5981.349609
	Iteration 62Q: 3 clusters Score -2.247262e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -22472580.000000 Penalty: 5981.349609
	Iteration 63Q: 3 clusters Score -2.247258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -22472568.000000 Penalty: 5981.349609
	Iteration 64Q: 3 clusters Score -2.247257e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -22472566.000000 Penalty: 5981.349609
	Iteration 65Q: 3 clusters Score -2.247257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 170644 members 
Entering Unmasked Estep 
Score: -22472576.000000 Penalty: 5981.349609
	Iteration 66Q: 3 clusters Score -2.247258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -22472588.000000 Penalty: 5981.349609
	Iteration 67Q: 3 clusters Score -2.247259e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 170759 members 
Entering Unmasked Estep 
Score: -22472588.000000 Penalty: 5981.349609
	Iteration 68Q: 3 clusters Score -2.247259e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 170811 members 
Entering Unmasked Estep 
Score: -22472564.000000 Penalty: 5981.349609
	Iteration 69Q: 3 clusters Score -2.247256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 170859 members 
Entering Unmasked Estep 
Score: -22472590.000000 Penalty: 5981.349609
	Iteration 70Q: 3 clusters Score -2.247259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 170906 members 
Entering Unmasked Estep 
Score: -22472598.000000 Penalty: 5981.349609
	Iteration 71Q: 3 clusters Score -2.24726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -22472616.000000 Penalty: 5981.349609
	Iteration 72Q: 3 clusters Score -2.247262e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 170979 members 
Entering Unmasked Estep 
Score: -22472626.000000 Penalty: 5981.349609
	Iteration 73Q: 3 clusters Score -2.247263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -22472614.000000 Penalty: 5981.349609
	Iteration 74Q: 3 clusters Score -2.247261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -22472602.000000 Penalty: 5981.349609
	Iteration 75Q: 3 clusters Score -2.24726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 171075 members 
Entering Unmasked Estep 
Score: -22472602.000000 Penalty: 5981.349609
	Iteration 76Q: 3 clusters Score -2.24726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -22472616.000000 Penalty: 5981.349609
	Iteration 77Q: 3 clusters Score -2.247262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -22472600.000000 Penalty: 5981.349609
	Iteration 78Q: 3 clusters Score -2.24726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 171141 members 
Entering Unmasked Estep 
Score: -22472580.000000 Penalty: 5981.349609
	Iteration 79Q: 3 clusters Score -2.247258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -22472598.000000 Penalty: 5981.349609
	Iteration 80F: 3 clusters Score -2.24726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 171172 members 
Entering Unmasked Estep 
Score: -22472568.000000 Penalty: 5981.349609
	Iteration 81Q: 3 clusters Score -2.247257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -22472580.000000 Penalty: 5981.349609
	Iteration 82Q: 3 clusters Score -2.247258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 171193 members 
Entering Unmasked Estep 
Score: -22472574.000000 Penalty: 5981.349609
	Iteration 83Q: 3 clusters Score -2.247257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -22472586.000000 Penalty: 5981.349609
	Iteration 84Q: 3 clusters Score -2.247259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -22472554.000000 Penalty: 5981.349609
	Iteration 85Q: 3 clusters Score -2.247255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171239 members 
Entering Unmasked Estep 
Score: -22472568.000000 Penalty: 5981.349609
	Iteration 86Q: 3 clusters Score -2.247257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -22472554.000000 Penalty: 5981.349609
	Iteration 87Q: 3 clusters Score -2.247255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -22472546.000000 Penalty: 5981.349609
	Iteration 88Q: 3 clusters Score -2.247255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -22472548.000000 Penalty: 5981.349609
	Iteration 89Q: 3 clusters Score -2.247255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -22472550.000000 Penalty: 5981.349609
	Iteration 90Q: 3 clusters Score -2.247255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -22472542.000000 Penalty: 5981.349609
	Iteration 91Q: 3 clusters Score -2.247254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -22472544.000000 Penalty: 5981.349609
	Iteration 92Q: 3 clusters Score -2.247254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -22472554.000000 Penalty: 5981.349609
	Iteration 93Q: 3 clusters Score -2.247255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 171280 members 
Entering Unmasked Estep 
Score: -22472552.000000 Penalty: 5981.349609
	Iteration 94Q: 3 clusters Score -2.247255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -22472534.000000 Penalty: 5981.349609
	Iteration 95Q: 3 clusters Score -2.247253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -22472534.000000 Penalty: 5981.349609
	Iteration 96Q: 3 clusters Score -2.247253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -22472540.000000 Penalty: 5981.349609
	Iteration 97Q: 3 clusters Score -2.247254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 171288 members 
Entering Unmasked Estep 
Score: -22472530.000000 Penalty: 5981.349609
	Iteration 98Q: 3 clusters Score -2.247253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 171288 members 
Entering Unmasked Estep 
Score: -22472530.000000 Penalty: 5981.349609
	Iteration 99F: 3 clusters Score -2.247253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -226481.343750 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -226481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -223826.265625 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -223826.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -224584.046875 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -224584 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -225199.750000 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -225199.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225788.281250 Penalty: 3804.301025
	Iteration 3F: 3 clusters Score -225788.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -226425.375000 Penalty: 3804.301025
	Iteration 4F: 3 clusters Score -226425.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226988.171875 Penalty: 3804.301025
	Iteration 5F: 3 clusters Score -226988.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -227340.406250 Penalty: 3804.301025
	Iteration 6F: 3 clusters Score -227340.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -227428.359375 Penalty: 3804.301025
	Iteration 7Q: 3 clusters Score -227428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -227442.265625 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -227442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -227445.593750 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -227445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -227446.937500 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -227446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -227447.359375 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -227447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -227447.359375 Penalty: 3804.301025
	Iteration 12F: 3 clusters Score -227447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 41787 members 
Mstep: Class 7 contains 20115 members 
Mstep: Class 8 contains 159214 members 
Mstep: Class 9 contains 162560 members 
Mstep: Class 10 contains 153423 members 
Mstep: Class 12 contains 222493 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 16 contains 163879 members 
Mstep: Class 17 contains 172676 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
Score: -166414368.000000 Penalty: 59405.718750
Splitting cluster 18 changes total score from -166414112.000000 to -166414368.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (27356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Entering Unmasked Estep 
Score: -3360210.250000 Penalty: 2533.739258
	Iteration 0F: 2 clusters Score -3360210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3341367.000000 Penalty: 5067.478516
	Iteration 0F: 3 clusters Score -3341367 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3348019.750000 Penalty: 5067.478516
	Iteration 1F: 3 clusters Score -3348020 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3348463.250000 Penalty: 5067.478516
	Iteration 2Q: 3 clusters Score -3348463 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3348899.500000 Penalty: 5067.478516
	Iteration 3Q: 3 clusters Score -3348900 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3349354.750000 Penalty: 5067.478516
	Iteration 4Q: 3 clusters Score -3349355 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3350029.000000 Penalty: 5067.478516
	Iteration 5Q: 3 clusters Score -3350029 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3351063.500000 Penalty: 5067.478516
	Iteration 6F: 3 clusters Score -3351064 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3352572.000000 Penalty: 5067.478516
	Iteration 7F: 3 clusters Score -3352572 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3354446.500000 Penalty: 5067.478516
	Iteration 8F: 3 clusters Score -3354446 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3356210.000000 Penalty: 5067.478516
	Iteration 9F: 3 clusters Score -3356210 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3357532.250000 Penalty: 5067.478516
	Iteration 10F: 3 clusters Score -3357532 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3358342.000000 Penalty: 5067.478516
	Iteration 11Q: 3 clusters Score -3358342 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3358795.000000 Penalty: 5067.478516
	Iteration 12Q: 3 clusters Score -3358795 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3359039.000000 Penalty: 5067.478516
	Iteration 13Q: 3 clusters Score -3359039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3359182.750000 Penalty: 5067.478516
	Iteration 14Q: 3 clusters Score -3359183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3359233.250000 Penalty: 5067.478516
	Iteration 15Q: 3 clusters Score -3359233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3359271.000000 Penalty: 5067.478516
	Iteration 16Q: 3 clusters Score -3359271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3359289.500000 Penalty: 5067.478516
	Iteration 17Q: 3 clusters Score -3359290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3359308.250000 Penalty: 5067.478516
	Iteration 18Q: 3 clusters Score -3359308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3359305.750000 Penalty: 5067.478516
	Iteration 19Q: 3 clusters Score -3359306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3359314.750000 Penalty: 5067.478516
	Iteration 20F: 3 clusters Score -3359315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3359320.000000 Penalty: 5067.478516
	Iteration 21Q: 3 clusters Score -3359320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3359327.500000 Penalty: 5067.478516
	Iteration 22Q: 3 clusters Score -3359328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3359331.000000 Penalty: 5067.478516
	Iteration 23Q: 3 clusters Score -3359331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3359322.750000 Penalty: 5067.478516
	Iteration 24Q: 3 clusters Score -3359323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3359320.000000 Penalty: 5067.478516
	Iteration 25Q: 3 clusters Score -3359320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3359322.750000 Penalty: 5067.478516
	Iteration 26Q: 3 clusters Score -3359323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3359329.000000 Penalty: 5067.478516
	Iteration 27Q: 3 clusters Score -3359329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3359328.250000 Penalty: 5067.478516
	Iteration 28Q: 3 clusters Score -3359328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3359328.250000 Penalty: 5067.478516
	Iteration 29Q: 3 clusters Score -3359328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3359331.250000 Penalty: 5067.478516
	Iteration 30Q: 3 clusters Score -3359331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3359327.500000 Penalty: 5067.478516
	Iteration 31Q: 3 clusters Score -3359328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3359328.250000 Penalty: 5067.478516
	Iteration 32Q: 3 clusters Score -3359328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3359328.250000 Penalty: 5067.478516
	Iteration 33F: 3 clusters Score -3359328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -188444.046875 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -188444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186256.484375 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -186256.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -187030.046875 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -187030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -187438.500000 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -187438.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -187793.828125 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -187793.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188005.562500 Penalty: 3661.842285
	Iteration 4F: 3 clusters Score -188005.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188113.359375 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -188113.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -188176.750000 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -188176.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188202.593750 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -188202.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188227.406250 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -188227.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188249.875000 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -188249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188275.703125 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -188275.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188299.031250 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -188299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188323.859375 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -188323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188336.640625 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -188336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188346.296875 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -188346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188354.296875 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -188354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188359.015625 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -188359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188360.640625 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -188360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188362.937500 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -188362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -188367.078125 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -188367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -188372.328125 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -188372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -188379.453125 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -188379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188381.828125 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -188381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188382.937500 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -188382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188382.937500 Penalty: 3661.842285
	Iteration 24F: 3 clusters Score -188382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 41787 members 
Mstep: Class 7 contains 20115 members 
Mstep: Class 8 contains 159214 members 
Mstep: Class 9 contains 162560 members 
Mstep: Class 10 contains 153423 members 
Mstep: Class 12 contains 222493 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 16 contains 163879 members 
Mstep: Class 17 contains 172676 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415120.000000 Penalty: 59405.718750
Iteration 79Q: 18 clusters Score -1.664151e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 12243 members 
Mstep: Class 6 contains 41655 members 
Mstep: Class 7 contains 19986 members 
Mstep: Class 8 contains 160014 members 
Mstep: Class 9 contains 161301 members 
Mstep: Class 10 contains 155043 members 
Mstep: Class 12 contains 221723 members 
Mstep: Class 13 contains 165582 members 
Mstep: Class 16 contains 164049 members 
Mstep: Class 17 contains 172340 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 27539 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416624.000000 Penalty: 59405.718750
Iteration 80F: 18 clusters Score -1.664166e+08 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 12210 members 
Mstep: Class 6 contains 41496 members 
Mstep: Class 7 contains 19839 members 
Mstep: Class 8 contains 160822 members 
Mstep: Class 9 contains 160390 members 
Mstep: Class 10 contains 156155 members 
Mstep: Class 12 contains 220989 members 
Mstep: Class 13 contains 165381 members 
Mstep: Class 16 contains 164348 members 
Mstep: Class 17 contains 171993 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 27660 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417264.000000 Penalty: 59405.718750
Iteration 81Q: 18 clusters Score -1.664173e+08 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 41320 members 
Mstep: Class 7 contains 19698 members 
Mstep: Class 8 contains 161562 members 
Mstep: Class 9 contains 159742 members 
Mstep: Class 10 contains 157066 members 
Mstep: Class 12 contains 220287 members 
Mstep: Class 13 contains 165145 members 
Mstep: Class 16 contains 164700 members 
Mstep: Class 17 contains 171699 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 27795 members 
Mstep: Class 20 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418224.000000 Penalty: 59405.718750
Iteration 82Q: 18 clusters Score -1.664182e+08 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 12171 members 
Mstep: Class 6 contains 41152 members 
Mstep: Class 7 contains 19571 members 
Mstep: Class 8 contains 162170 members 
Mstep: Class 9 contains 159331 members 
Mstep: Class 10 contains 157676 members 
Mstep: Class 12 contains 219631 members 
Mstep: Class 13 contains 164919 members 
Mstep: Class 16 contains 165029 members 
Mstep: Class 17 contains 171545 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 27946 members 
Mstep: Class 20 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418656.000000 Penalty: 59405.718750
Iteration 83Q: 18 clusters Score -1.664187e+08 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 12146 members 
Mstep: Class 6 contains 40987 members 
Mstep: Class 7 contains 19428 members 
Mstep: Class 8 contains 162715 members 
Mstep: Class 9 contains 159036 members 
Mstep: Class 10 contains 158157 members 
Mstep: Class 12 contains 218947 members 
Mstep: Class 13 contains 164789 members 
Mstep: Class 16 contains 165357 members 
Mstep: Class 17 contains 171423 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 28114 members 
Mstep: Class 20 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419184.000000 Penalty: 59405.718750
Iteration 84Q: 18 clusters Score -1.664192e+08 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 40841 members 
Mstep: Class 7 contains 19285 members 
Mstep: Class 8 contains 163245 members 
Mstep: Class 9 contains 158876 members 
Mstep: Class 10 contains 158484 members 
Mstep: Class 12 contains 218280 members 
Mstep: Class 13 contains 164710 members 
Mstep: Class 16 contains 165681 members 
Mstep: Class 17 contains 171246 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 28282 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420176.000000 Penalty: 59405.718750
Iteration 85Q: 18 clusters Score -1.664202e+08 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12122 members 
Mstep: Class 6 contains 40720 members 
Mstep: Class 7 contains 19138 members 
Mstep: Class 8 contains 163744 members 
Mstep: Class 9 contains 158763 members 
Mstep: Class 10 contains 158740 members 
Mstep: Class 12 contains 217627 members 
Mstep: Class 13 contains 164682 members 
Mstep: Class 16 contains 165979 members 
Mstep: Class 17 contains 171094 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420688.000000 Penalty: 59405.718750
Iteration 86Q: 18 clusters Score -1.664207e+08 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 164173 members 
Mstep: Class 9 contains 158697 members 
Mstep: Class 10 contains 158875 members 
Mstep: Class 12 contains 217029 members 
Mstep: Class 13 contains 164649 members 
Mstep: Class 16 contains 166231 members 
Mstep: Class 17 contains 171067 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 28586 members 
Mstep: Class 20 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421376.000000 Penalty: 59405.718750
Iteration 87Q: 18 clusters Score -1.664214e+08 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12102 members 
Mstep: Class 6 contains 40454 members 
Mstep: Class 7 contains 18854 members 
Mstep: Class 8 contains 164587 members 
Mstep: Class 9 contains 158612 members 
Mstep: Class 10 contains 158977 members 
Mstep: Class 12 contains 216428 members 
Mstep: Class 13 contains 164675 members 
Mstep: Class 16 contains 166487 members 
Mstep: Class 17 contains 171036 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 28738 members 
Mstep: Class 20 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421968.000000 Penalty: 59405.718750
Iteration 88Q: 18 clusters Score -1.66422e+08 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12096 members 
Mstep: Class 6 contains 40314 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 164948 members 
Mstep: Class 9 contains 158657 members 
Mstep: Class 10 contains 159049 members 
Mstep: Class 12 contains 215862 members 
Mstep: Class 13 contains 164779 members 
Mstep: Class 16 contains 166626 members 
Mstep: Class 17 contains 171017 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 28895 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422416.000000 Penalty: 59405.718750
Iteration 89Q: 18 clusters Score -1.664224e+08 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12086 members 
Mstep: Class 6 contains 40174 members 
Mstep: Class 7 contains 18490 members 
Mstep: Class 8 contains 165258 members 
Mstep: Class 9 contains 158778 members 
Mstep: Class 10 contains 159094 members 
Mstep: Class 12 contains 215313 members 
Mstep: Class 13 contains 164927 members 
Mstep: Class 16 contains 166712 members 
Mstep: Class 17 contains 171016 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29052 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423264.000000 Penalty: 59405.718750
Iteration 90Q: 18 clusters Score -1.664233e+08 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12072 members 
Mstep: Class 6 contains 40022 members 
Mstep: Class 7 contains 18296 members 
Mstep: Class 8 contains 165552 members 
Mstep: Class 9 contains 158946 members 
Mstep: Class 10 contains 159135 members 
Mstep: Class 12 contains 214801 members 
Mstep: Class 13 contains 165095 members 
Mstep: Class 16 contains 166668 members 
Mstep: Class 17 contains 171075 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29211 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423584.000000 Penalty: 59405.718750
Iteration 91Q: 18 clusters Score -1.664236e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 39872 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 165867 members 
Mstep: Class 9 contains 159132 members 
Mstep: Class 10 contains 159196 members 
Mstep: Class 12 contains 214272 members 
Mstep: Class 13 contains 165257 members 
Mstep: Class 16 contains 166621 members 
Mstep: Class 17 contains 171092 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29376 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423760.000000 Penalty: 59405.718750
Iteration 92Q: 18 clusters Score -1.664238e+08 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 6793 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12049 members 
Mstep: Class 6 contains 39723 members 
Mstep: Class 7 contains 17889 members 
Mstep: Class 8 contains 166104 members 
Mstep: Class 9 contains 159371 members 
Mstep: Class 10 contains 159198 members 
Mstep: Class 12 contains 213749 members 
Mstep: Class 13 contains 165371 members 
Mstep: Class 16 contains 166618 members 
Mstep: Class 17 contains 171186 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29527 members 
Mstep: Class 20 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424160.000000 Penalty: 59405.718750
Iteration 93Q: 18 clusters Score -1.664242e+08 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12028 members 
Mstep: Class 6 contains 39570 members 
Mstep: Class 7 contains 17697 members 
Mstep: Class 8 contains 166334 members 
Mstep: Class 9 contains 159712 members 
Mstep: Class 10 contains 159173 members 
Mstep: Class 12 contains 213094 members 
Mstep: Class 13 contains 165445 members 
Mstep: Class 16 contains 166731 members 
Mstep: Class 17 contains 171261 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424208.000000 Penalty: 59405.718750
Iteration 94Q: 18 clusters Score -1.664242e+08 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 39421 members 
Mstep: Class 7 contains 17500 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 160100 members 
Mstep: Class 10 contains 159170 members 
Mstep: Class 12 contains 212478 members 
Mstep: Class 13 contains 165462 members 
Mstep: Class 16 contains 166849 members 
Mstep: Class 17 contains 171271 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 29854 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424384.000000 Penalty: 59405.718750
Iteration 95Q: 18 clusters Score -1.664244e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 11993 members 
Mstep: Class 6 contains 39276 members 
Mstep: Class 7 contains 17302 members 
Mstep: Class 8 contains 166798 members 
Mstep: Class 9 contains 160575 members 
Mstep: Class 10 contains 159184 members 
Mstep: Class 12 contains 211830 members 
Mstep: Class 13 contains 165515 members 
Mstep: Class 16 contains 166937 members 
Mstep: Class 17 contains 171249 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30012 members 
Mstep: Class 20 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424976.000000 Penalty: 59405.718750
Iteration 96Q: 18 clusters Score -1.66425e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 11977 members 
Mstep: Class 6 contains 39144 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 166919 members 
Mstep: Class 9 contains 161086 members 
Mstep: Class 10 contains 159238 members 
Mstep: Class 12 contains 211201 members 
Mstep: Class 13 contains 165521 members 
Mstep: Class 16 contains 167012 members 
Mstep: Class 17 contains 171238 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30154 members 
Mstep: Class 20 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424896.000000 Penalty: 59405.718750
Iteration 97Q: 18 clusters Score -1.664249e+08 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 39027 members 
Mstep: Class 7 contains 16973 members 
Mstep: Class 8 contains 167028 members 
Mstep: Class 9 contains 161691 members 
Mstep: Class 10 contains 159235 members 
Mstep: Class 12 contains 210619 members 
Mstep: Class 13 contains 165514 members 
Mstep: Class 16 contains 167011 members 
Mstep: Class 17 contains 171235 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30278 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424704.000000 Penalty: 59405.718750
Iteration 98Q: 18 clusters Score -1.664247e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 6 contains 38915 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 167091 members 
Mstep: Class 9 contains 162487 members 
Mstep: Class 10 contains 159180 members 
Mstep: Class 12 contains 209999 members 
Mstep: Class 13 contains 165522 members 
Mstep: Class 16 contains 166942 members 
Mstep: Class 17 contains 171230 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30393 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424880.000000 Penalty: 59405.718750
Iteration 99Q: 18 clusters Score -1.664249e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 38788 members 
Mstep: Class 7 contains 16686 members 
Mstep: Class 8 contains 167090 members 
Mstep: Class 9 contains 163346 members 
Mstep: Class 10 contains 159167 members 
Mstep: Class 12 contains 209376 members 
Mstep: Class 13 contains 165487 members 
Mstep: Class 16 contains 166831 members 
Mstep: Class 17 contains 171261 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30510 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166425648.000000 Penalty: 59405.718750
Iteration 100F: 18 clusters Score -1.664256e+08 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11940 members 
Mstep: Class 6 contains 38681 members 
Mstep: Class 7 contains 16556 members 
Mstep: Class 8 contains 167032 members 
Mstep: Class 9 contains 164340 members 
Mstep: Class 10 contains 159150 members 
Mstep: Class 12 contains 208710 members 
Mstep: Class 13 contains 165370 members 
Mstep: Class 16 contains 166702 members 
Mstep: Class 17 contains 171355 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30616 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166425808.000000 Penalty: 59405.718750
Iteration 101Q: 18 clusters Score -1.664258e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 38570 members 
Mstep: Class 7 contains 16433 members 
Mstep: Class 8 contains 166982 members 
Mstep: Class 9 contains 165482 members 
Mstep: Class 10 contains 159270 members 
Mstep: Class 12 contains 208024 members 
Mstep: Class 13 contains 165262 members 
Mstep: Class 16 contains 166373 members 
Mstep: Class 17 contains 171351 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30723 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166426080.000000 Penalty: 59405.718750
Iteration 102Q: 18 clusters Score -1.664261e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11915 members 
Mstep: Class 6 contains 38461 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 166927 members 
Mstep: Class 9 contains 166702 members 
Mstep: Class 10 contains 159490 members 
Mstep: Class 12 contains 207296 members 
Mstep: Class 13 contains 165090 members 
Mstep: Class 16 contains 165981 members 
Mstep: Class 17 contains 171336 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30833 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166426592.000000 Penalty: 59405.718750
Iteration 103Q: 18 clusters Score -1.664266e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 38347 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 8 contains 166818 members 
Mstep: Class 9 contains 167954 members 
Mstep: Class 10 contains 159626 members 
Mstep: Class 12 contains 206677 members 
Mstep: Class 13 contains 164939 members 
Mstep: Class 16 contains 165483 members 
Mstep: Class 17 contains 171407 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 30947 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166426576.000000 Penalty: 59405.718750
Iteration 104Q: 18 clusters Score -1.664266e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 7295 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11910 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 16150 members 
Mstep: Class 8 contains 166730 members 
Mstep: Class 9 contains 169364 members 
Mstep: Class 10 contains 159753 members 
Mstep: Class 12 contains 206028 members 
Mstep: Class 13 contains 164751 members 
Mstep: Class 16 contains 164901 members 
Mstep: Class 17 contains 171407 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31070 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166427008.000000 Penalty: 59405.718750
Iteration 105Q: 18 clusters Score -1.66427e+08 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11893 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 166650 members 
Mstep: Class 9 contains 170779 members 
Mstep: Class 10 contains 159841 members 
Mstep: Class 12 contains 205391 members 
Mstep: Class 13 contains 164587 members 
Mstep: Class 16 contains 164299 members 
Mstep: Class 17 contains 171417 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31208 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166427664.000000 Penalty: 59405.718750
Iteration 106Q: 18 clusters Score -1.664277e+08 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 38050 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 166572 members 
Mstep: Class 9 contains 172125 members 
Mstep: Class 10 contains 159947 members 
Mstep: Class 12 contains 204746 members 
Mstep: Class 13 contains 164485 members 
Mstep: Class 16 contains 163707 members 
Mstep: Class 17 contains 171394 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31341 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166427424.000000 Penalty: 59405.718750
Iteration 107Q: 18 clusters Score -1.664274e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 37988 members 
Mstep: Class 7 contains 15885 members 
Mstep: Class 8 contains 166492 members 
Mstep: Class 9 contains 173386 members 
Mstep: Class 10 contains 160108 members 
Mstep: Class 12 contains 204135 members 
Mstep: Class 13 contains 164429 members 
Mstep: Class 16 contains 163076 members 
Mstep: Class 17 contains 171332 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428112.000000 Penalty: 59405.718750
Iteration 108Q: 18 clusters Score -1.664281e+08 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11841 members 
Mstep: Class 6 contains 37916 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 166427 members 
Mstep: Class 9 contains 174562 members 
Mstep: Class 10 contains 160179 members 
Mstep: Class 12 contains 203547 members 
Mstep: Class 13 contains 164423 members 
Mstep: Class 16 contains 162520 members 
Mstep: Class 17 contains 171296 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31592 members 
Mstep: Class 20 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428016.000000 Penalty: 59405.718750
Iteration 109Q: 18 clusters Score -1.66428e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 37825 members 
Mstep: Class 7 contains 15707 members 
Mstep: Class 8 contains 166376 members 
Mstep: Class 9 contains 175573 members 
Mstep: Class 10 contains 160123 members 
Mstep: Class 12 contains 203032 members 
Mstep: Class 13 contains 164452 members 
Mstep: Class 16 contains 162163 members 
Mstep: Class 17 contains 171253 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31717 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428304.000000 Penalty: 59405.718750
Iteration 110Q: 18 clusters Score -1.664283e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 37743 members 
Mstep: Class 7 contains 15622 members 
Mstep: Class 8 contains 166306 members 
Mstep: Class 9 contains 176442 members 
Mstep: Class 10 contains 160052 members 
Mstep: Class 12 contains 202503 members 
Mstep: Class 13 contains 164467 members 
Mstep: Class 16 contains 161967 members 
Mstep: Class 17 contains 171226 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31833 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428848.000000 Penalty: 59405.718750
Iteration 111Q: 18 clusters Score -1.664288e+08 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 37673 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 166270 members 
Mstep: Class 9 contains 177152 members 
Mstep: Class 10 contains 159945 members 
Mstep: Class 12 contains 201974 members 
Mstep: Class 13 contains 164532 members 
Mstep: Class 16 contains 161864 members 
Mstep: Class 17 contains 171203 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 31936 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429904.000000 Penalty: 59405.718750
Iteration 112Q: 18 clusters Score -1.664299e+08 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 7801 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11776 members 
Mstep: Class 6 contains 37587 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 166218 members 
Mstep: Class 9 contains 177698 members 
Mstep: Class 10 contains 159855 members 
Mstep: Class 12 contains 201440 members 
Mstep: Class 13 contains 164653 members 
Mstep: Class 16 contains 161831 members 
Mstep: Class 17 contains 171202 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32064 members 
Mstep: Class 20 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430288.000000 Penalty: 59405.718750
Iteration 113Q: 18 clusters Score -1.664303e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11765 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 166199 members 
Mstep: Class 9 contains 178042 members 
Mstep: Class 10 contains 159769 members 
Mstep: Class 12 contains 201013 members 
Mstep: Class 13 contains 164831 members 
Mstep: Class 16 contains 161770 members 
Mstep: Class 17 contains 171236 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32160 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430432.000000 Penalty: 59405.718750
Iteration 114Q: 18 clusters Score -1.664304e+08 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11757 members 
Mstep: Class 6 contains 37459 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 166240 members 
Mstep: Class 9 contains 178226 members 
Mstep: Class 10 contains 159710 members 
Mstep: Class 12 contains 200665 members 
Mstep: Class 13 contains 164981 members 
Mstep: Class 16 contains 161791 members 
Mstep: Class 17 contains 171232 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32249 members 
Mstep: Class 20 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430688.000000 Penalty: 59405.718750
Iteration 115Q: 18 clusters Score -1.664307e+08 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11748 members 
Mstep: Class 6 contains 37395 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 166284 members 
Mstep: Class 9 contains 178118 members 
Mstep: Class 10 contains 159578 members 
Mstep: Class 12 contains 200369 members 
Mstep: Class 13 contains 165184 members 
Mstep: Class 16 contains 162033 members 
Mstep: Class 17 contains 171269 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32316 members 
Mstep: Class 20 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430656.000000 Penalty: 59405.718750
Iteration 116Q: 18 clusters Score -1.664307e+08 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 8189 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11744 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 166335 members 
Mstep: Class 9 contains 177875 members 
Mstep: Class 10 contains 159457 members 
Mstep: Class 12 contains 200076 members 
Mstep: Class 13 contains 165433 members 
Mstep: Class 16 contains 162349 members 
Mstep: Class 17 contains 171259 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32371 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431216.000000 Penalty: 59405.718750
Iteration 117Q: 18 clusters Score -1.664312e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11746 members 
Mstep: Class 6 contains 37260 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 166402 members 
Mstep: Class 9 contains 177661 members 
Mstep: Class 10 contains 159230 members 
Mstep: Class 12 contains 199788 members 
Mstep: Class 13 contains 165670 members 
Mstep: Class 16 contains 162731 members 
Mstep: Class 17 contains 171263 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32434 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431792.000000 Penalty: 59405.718750
Iteration 118Q: 18 clusters Score -1.664318e+08 nChanged 5196
Entering ConstructFrom: 
Score: -166431792.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71289.812500 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71289.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69806.554688 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69806.55 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70507.554688 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70507.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70949.851562 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -70949.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71268.632812 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -71268.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71419.289062 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -71419.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71458.953125 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71458.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71473.968750 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71473.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71492.507812 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71492.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71496.125000 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71496.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71496.125000 Penalty: 3284.217285
	Iteration 9F: 3 clusters Score -71496.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 166474 members 
Mstep: Class 9 contains 177335 members 
Mstep: Class 10 contains 159036 members 
Mstep: Class 11 contains 207 members 
Mstep: Class 12 contains 199518 members 
Mstep: Class 13 contains 165949 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 171264 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 32503 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
Score: -166430208.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166431792.000000 to -166430208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -561467.937500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -561467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557198.375000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -557198.4 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -558219.937500 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -558219.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558460.875000 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -558460.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -558592.750000 Penalty: 4168.618164
	Iteration 3Q: 3 clusters Score -558592.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -558697.125000 Penalty: 4168.618164
	Iteration 4Q: 3 clusters Score -558697.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -558765.437500 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -558765.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -558835.625000 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -558835.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -558898.937500 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -558898.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -558960.250000 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -558960.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -559007.562500 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -559007.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -559047.937500 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -559047.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -559083.125000 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -559083.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -559110.812500 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -559110.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -559134.312500 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -559134.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -559160.187500 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -559160.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -559183.625000 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -559183.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -559207.500000 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -559207.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -559234.250000 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -559234.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -559261.062500 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -559261.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -559287.500000 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -559287.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -559314.000000 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -559314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -559337.250000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -559337.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -559349.750000 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -559349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -559361.750000 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -559361.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -559371.000000 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -559371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -559386.750000 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -559386.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -559403.250000 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -559403.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -559426.000000 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -559426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -559446.062500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -559446.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -559464.750000 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -559464.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -559473.937500 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -559473.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -559483.187500 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -559483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -559489.437500 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -559489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -559498.875000 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -559498.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -559506.000000 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -559506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -559512.187500 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -559512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -559522.875000 Penalty: 4168.618164
	Iteration 36Q: 3 clusters Score -559522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -559529.187500 Penalty: 4168.618164
	Iteration 37Q: 3 clusters Score -559529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -559536.000000 Penalty: 4168.618164
	Iteration 38Q: 3 clusters Score -559536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -559542.687500 Penalty: 4168.618164
	Iteration 39Q: 3 clusters Score -559542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -559546.062500 Penalty: 4168.618164
	Iteration 40F: 3 clusters Score -559546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -559549.562500 Penalty: 4168.618164
	Iteration 41Q: 3 clusters Score -559549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -559553.187500 Penalty: 4168.618164
	Iteration 42Q: 3 clusters Score -559553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -559559.437500 Penalty: 4168.618164
	Iteration 43Q: 3 clusters Score -559559.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -559569.312500 Penalty: 4168.618164
	Iteration 44Q: 3 clusters Score -559569.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -559575.062500 Penalty: 4168.618164
	Iteration 45Q: 3 clusters Score -559575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -559581.625000 Penalty: 4168.618164
	Iteration 46Q: 3 clusters Score -559581.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -559588.187500 Penalty: 4168.618164
	Iteration 47Q: 3 clusters Score -559588.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -559595.875000 Penalty: 4168.618164
	Iteration 48Q: 3 clusters Score -559595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -559601.937500 Penalty: 4168.618164
	Iteration 49Q: 3 clusters Score -559601.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -559610.062500 Penalty: 4168.618164
	Iteration 50Q: 3 clusters Score -559610.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -559615.250000 Penalty: 4168.618164
	Iteration 51Q: 3 clusters Score -559615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -559618.062500 Penalty: 4168.618164
	Iteration 52Q: 3 clusters Score -559618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -559623.937500 Penalty: 4168.618164
	Iteration 53Q: 3 clusters Score -559623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -559623.125000 Penalty: 4168.618164
	Iteration 54Q: 3 clusters Score -559623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -559625.250000 Penalty: 4168.618164
	Iteration 55Q: 3 clusters Score -559625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -559626.125000 Penalty: 4168.618164
	Iteration 56Q: 3 clusters Score -559626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -559626.250000 Penalty: 4168.618164
	Iteration 57Q: 3 clusters Score -559626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -559627.062500 Penalty: 4168.618164
	Iteration 58Q: 3 clusters Score -559627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -559628.125000 Penalty: 4168.618164
	Iteration 59Q: 3 clusters Score -559628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -559628.125000 Penalty: 4168.618164
	Iteration 60F: 3 clusters Score -559628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Entering Unmasked Estep 
Score: -1082140.625000 Penalty: 2241.514648
	Iteration 0F: 2 clusters Score -1082141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1075415.500000 Penalty: 4483.029297
	Iteration 0F: 3 clusters Score -1075416 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1077277.250000 Penalty: 4483.029297
	Iteration 1F: 3 clusters Score -1077277 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1077595.875000 Penalty: 4483.029297
	Iteration 2F: 3 clusters Score -1077596 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1077892.000000 Penalty: 4483.029297
	Iteration 3F: 3 clusters Score -1077892 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1078220.500000 Penalty: 4483.029297
	Iteration 4F: 3 clusters Score -1078220 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1078581.000000 Penalty: 4483.029297
	Iteration 5F: 3 clusters Score -1078581 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1078946.250000 Penalty: 4483.029297
	Iteration 6F: 3 clusters Score -1078946 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1079259.000000 Penalty: 4483.029297
	Iteration 7Q: 3 clusters Score -1079259 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1079537.875000 Penalty: 4483.029297
	Iteration 8Q: 3 clusters Score -1079538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1079805.375000 Penalty: 4483.029297
	Iteration 9Q: 3 clusters Score -1079805 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1080042.500000 Penalty: 4483.029297
	Iteration 10Q: 3 clusters Score -1080042 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1080232.000000 Penalty: 4483.029297
	Iteration 11Q: 3 clusters Score -1080232 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1080347.875000 Penalty: 4483.029297
	Iteration 12Q: 3 clusters Score -1080348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1080430.875000 Penalty: 4483.029297
	Iteration 13Q: 3 clusters Score -1080431 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1080496.750000 Penalty: 4483.029297
	Iteration 14Q: 3 clusters Score -1080497 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1080546.250000 Penalty: 4483.029297
	Iteration 15Q: 3 clusters Score -1080546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1080579.000000 Penalty: 4483.029297
	Iteration 16Q: 3 clusters Score -1080579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1080594.375000 Penalty: 4483.029297
	Iteration 17Q: 3 clusters Score -1080594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1080602.250000 Penalty: 4483.029297
	Iteration 18Q: 3 clusters Score -1080602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1080612.500000 Penalty: 4483.029297
	Iteration 19Q: 3 clusters Score -1080612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1080617.250000 Penalty: 4483.029297
	Iteration 20F: 3 clusters Score -1080617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1080622.750000 Penalty: 4483.029297
	Iteration 21Q: 3 clusters Score -1080623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1080628.875000 Penalty: 4483.029297
	Iteration 22Q: 3 clusters Score -1080629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1080632.500000 Penalty: 4483.029297
	Iteration 23Q: 3 clusters Score -1080632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1080633.500000 Penalty: 4483.029297
	Iteration 24Q: 3 clusters Score -1080634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1080639.375000 Penalty: 4483.029297
	Iteration 25Q: 3 clusters Score -1080639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1080644.500000 Penalty: 4483.029297
	Iteration 26Q: 3 clusters Score -1080644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1080644.875000 Penalty: 4483.029297
	Iteration 27Q: 3 clusters Score -1080645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1080645.875000 Penalty: 4483.029297
	Iteration 28Q: 3 clusters Score -1080646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1080646.875000 Penalty: 4483.029297
	Iteration 29Q: 3 clusters Score -1080647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1080645.500000 Penalty: 4483.029297
	Iteration 30Q: 3 clusters Score -1080646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1080647.375000 Penalty: 4483.029297
	Iteration 31Q: 3 clusters Score -1080647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1080646.625000 Penalty: 4483.029297
	Iteration 32Q: 3 clusters Score -1080647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1080648.000000 Penalty: 4483.029297
	Iteration 33Q: 3 clusters Score -1080648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1080647.875000 Penalty: 4483.029297
	Iteration 34Q: 3 clusters Score -1080648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1080649.250000 Penalty: 4483.029297
	Iteration 35Q: 3 clusters Score -1080649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1080646.875000 Penalty: 4483.029297
	Iteration 36Q: 3 clusters Score -1080647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1080646.875000 Penalty: 4483.029297
	Iteration 37F: 3 clusters Score -1080647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136209.187500 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136209.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136796.531250 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136796.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137148.734375 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137148.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137378.734375 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137378.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137667.984375 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -137668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137943.828125 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -137943.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138122.359375 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -138122.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138368.765625 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -138368.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138574.656250 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -138574.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138617.671875 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -138617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138642.843750 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -138642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138658.703125 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -138658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138665.281250 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -138665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138671.468750 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -138671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138681.703125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -138681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138695.406250 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -138695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138704.640625 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -138704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138707.890625 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -138707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138707.890625 Penalty: 3552.549072
	Iteration 18F: 3 clusters Score -138707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 676 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 166474 members 
Mstep: Class 9 contains 177335 members 
Mstep: Class 10 contains 159036 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 199518 members 
Mstep: Class 13 contains 165949 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 171264 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 32503 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
Score: -166430656.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166431792.000000 to -166430656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Entering Unmasked Estep 
Score: -1444082.625000 Penalty: 2323.778564
	Iteration 0F: 2 clusters Score -1444083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1435324.500000 Penalty: 4647.557129
	Iteration 0F: 3 clusters Score -1435324 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1437876.875000 Penalty: 4647.557129
	Iteration 1F: 3 clusters Score -1437877 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1438217.375000 Penalty: 4647.557129
	Iteration 2F: 3 clusters Score -1438217 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1438490.750000 Penalty: 4647.557129
	Iteration 3F: 3 clusters Score -1438491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1438800.000000 Penalty: 4647.557129
	Iteration 4Q: 3 clusters Score -1438800 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1439203.875000 Penalty: 4647.557129
	Iteration 5Q: 3 clusters Score -1439204 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1439688.375000 Penalty: 4647.557129
	Iteration 6F: 3 clusters Score -1439688 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1440158.250000 Penalty: 4647.557129
	Iteration 7F: 3 clusters Score -1440158 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1440594.750000 Penalty: 4647.557129
	Iteration 8F: 3 clusters Score -1440595 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1440964.375000 Penalty: 4647.557129
	Iteration 9Q: 3 clusters Score -1440964 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1441282.875000 Penalty: 4647.557129
	Iteration 10Q: 3 clusters Score -1441283 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1441548.875000 Penalty: 4647.557129
	Iteration 11Q: 3 clusters Score -1441549 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1441773.375000 Penalty: 4647.557129
	Iteration 12Q: 3 clusters Score -1441773 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1441979.250000 Penalty: 4647.557129
	Iteration 13Q: 3 clusters Score -1441979 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1442149.750000 Penalty: 4647.557129
	Iteration 14Q: 3 clusters Score -1442150 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1442297.250000 Penalty: 4647.557129
	Iteration 15Q: 3 clusters Score -1442297 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1442401.625000 Penalty: 4647.557129
	Iteration 16Q: 3 clusters Score -1442402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1442469.875000 Penalty: 4647.557129
	Iteration 17Q: 3 clusters Score -1442470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1442529.125000 Penalty: 4647.557129
	Iteration 18Q: 3 clusters Score -1442529 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1442585.375000 Penalty: 4647.557129
	Iteration 19Q: 3 clusters Score -1442585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1442628.375000 Penalty: 4647.557129
	Iteration 20F: 3 clusters Score -1442628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1442666.625000 Penalty: 4647.557129
	Iteration 21Q: 3 clusters Score -1442667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1442704.500000 Penalty: 4647.557129
	Iteration 22Q: 3 clusters Score -1442704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1442737.875000 Penalty: 4647.557129
	Iteration 23Q: 3 clusters Score -1442738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1442762.625000 Penalty: 4647.557129
	Iteration 24Q: 3 clusters Score -1442763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1442785.625000 Penalty: 4647.557129
	Iteration 25Q: 3 clusters Score -1442786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1442816.500000 Penalty: 4647.557129
	Iteration 26Q: 3 clusters Score -1442816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1442854.625000 Penalty: 4647.557129
	Iteration 27Q: 3 clusters Score -1442855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1442892.500000 Penalty: 4647.557129
	Iteration 28Q: 3 clusters Score -1442892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1442921.000000 Penalty: 4647.557129
	Iteration 29Q: 3 clusters Score -1442921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1442942.625000 Penalty: 4647.557129
	Iteration 30Q: 3 clusters Score -1442943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1442959.000000 Penalty: 4647.557129
	Iteration 31Q: 3 clusters Score -1442959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1442971.750000 Penalty: 4647.557129
	Iteration 32Q: 3 clusters Score -1442972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1442982.125000 Penalty: 4647.557129
	Iteration 33Q: 3 clusters Score -1442982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1442988.125000 Penalty: 4647.557129
	Iteration 34Q: 3 clusters Score -1442988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1442989.125000 Penalty: 4647.557129
	Iteration 35Q: 3 clusters Score -1442989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1442992.000000 Penalty: 4647.557129
	Iteration 36Q: 3 clusters Score -1442992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1443000.250000 Penalty: 4647.557129
	Iteration 37Q: 3 clusters Score -1443000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1443000.125000 Penalty: 4647.557129
	Iteration 38Q: 3 clusters Score -1443000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1443005.625000 Penalty: 4647.557129
	Iteration 39Q: 3 clusters Score -1443006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1443010.500000 Penalty: 4647.557129
	Iteration 40F: 3 clusters Score -1443010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1443014.375000 Penalty: 4647.557129
	Iteration 41Q: 3 clusters Score -1443014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1443014.375000 Penalty: 4647.557129
	Iteration 42Q: 3 clusters Score -1443014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1443018.375000 Penalty: 4647.557129
	Iteration 43Q: 3 clusters Score -1443018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1443021.625000 Penalty: 4647.557129
	Iteration 44Q: 3 clusters Score -1443022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1443022.875000 Penalty: 4647.557129
	Iteration 45Q: 3 clusters Score -1443023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1443022.625000 Penalty: 4647.557129
	Iteration 46Q: 3 clusters Score -1443023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1443024.500000 Penalty: 4647.557129
	Iteration 47Q: 3 clusters Score -1443024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1443024.500000 Penalty: 4647.557129
	Iteration 48Q: 3 clusters Score -1443024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1443024.375000 Penalty: 4647.557129
	Iteration 49Q: 3 clusters Score -1443024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1443024.375000 Penalty: 4647.557129
	Iteration 50F: 3 clusters Score -1443024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Entering Unmasked Estep 
Score: -4711995.500000 Penalty: 2609.967773
	Iteration 0F: 2 clusters Score -4711996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4686697.500000 Penalty: 5219.935547
	Iteration 0F: 3 clusters Score -4686698 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4695955.000000 Penalty: 5219.935547
	Iteration 1F: 3 clusters Score -4695955 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4696348.500000 Penalty: 5219.935547
	Iteration 2Q: 3 clusters Score -4696348 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4696618.000000 Penalty: 5219.935547
	Iteration 3Q: 3 clusters Score -4696618 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4696834.500000 Penalty: 5219.935547
	Iteration 4Q: 3 clusters Score -4696834 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4697042.500000 Penalty: 5219.935547
	Iteration 5Q: 3 clusters Score -4697042 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4697247.500000 Penalty: 5219.935547
	Iteration 6Q: 3 clusters Score -4697248 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4697444.000000 Penalty: 5219.935547
	Iteration 7Q: 3 clusters Score -4697444 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4697633.500000 Penalty: 5219.935547
	Iteration 8Q: 3 clusters Score -4697634 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4697888.500000 Penalty: 5219.935547
	Iteration 9Q: 3 clusters Score -4697888 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4698187.500000 Penalty: 5219.935547
	Iteration 10Q: 3 clusters Score -4698188 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4698619.500000 Penalty: 5219.935547
	Iteration 11Q: 3 clusters Score -4698620 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4699235.000000 Penalty: 5219.935547
	Iteration 12Q: 3 clusters Score -4699235 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4700158.500000 Penalty: 5219.935547
	Iteration 13Q: 3 clusters Score -4700158 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4701417.500000 Penalty: 5219.935547
	Iteration 14Q: 3 clusters Score -4701418 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4702825.500000 Penalty: 5219.935547
	Iteration 15F: 3 clusters Score -4702826 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4704190.500000 Penalty: 5219.935547
	Iteration 16F: 3 clusters Score -4704190 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4705351.500000 Penalty: 5219.935547
	Iteration 17Q: 3 clusters Score -4705352 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4706096.000000 Penalty: 5219.935547
	Iteration 18Q: 3 clusters Score -4706096 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4706467.000000 Penalty: 5219.935547
	Iteration 19Q: 3 clusters Score -4706467 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4706658.000000 Penalty: 5219.935547
	Iteration 20F: 3 clusters Score -4706658 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4706773.500000 Penalty: 5219.935547
	Iteration 21Q: 3 clusters Score -4706774 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4706884.500000 Penalty: 5219.935547
	Iteration 22Q: 3 clusters Score -4706884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4707004.000000 Penalty: 5219.935547
	Iteration 23Q: 3 clusters Score -4707004 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4707132.500000 Penalty: 5219.935547
	Iteration 24Q: 3 clusters Score -4707132 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4707309.000000 Penalty: 5219.935547
	Iteration 25Q: 3 clusters Score -4707309 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4707548.500000 Penalty: 5219.935547
	Iteration 26Q: 3 clusters Score -4707548 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4707772 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4709006.500000 Penalty: 5219.935547
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Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4709171 nChanged 177
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Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4709190.500000 Penalty: 5219.935547
	Iteration 46Q: 3 clusters Score -4709190 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4709209 nChanged 141
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Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4709257 nChanged 126
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Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4709330 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4709369 nChanged 93
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Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4709374 nChanged 88
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Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4709367 nChanged 73
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Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4709386 nChanged 66
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Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4709392 nChanged 66
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Mstep: Class 1 contains 14419 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4709394 nChanged 79
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Mstep: Class 1 contains 14340 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4709398 nChanged 82
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Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4709403 nChanged 73
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Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4709403 nChanged 60
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Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4709410 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4709412 nChanged 67
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Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4709411 nChanged 70
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Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4709409 nChanged 66
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Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4709423 nChanged 73
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Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4709435 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4709432 nChanged 72
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Mstep: Class 1 contains 13646 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4709456 nChanged 67
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Mstep: Class 1 contains 13579 members 
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	Iteration 75Q: 3 clusters Score -4709448 nChanged 67
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Mstep: Class 1 contains 13512 members 
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	Iteration 76Q: 3 clusters Score -4709454 nChanged 58
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Mstep: Class 1 contains 13454 members 
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	Iteration 77Q: 3 clusters Score -4709452 nChanged 55
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	Iteration 78Q: 3 clusters Score -4709456 nChanged 42
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Mstep: Class 1 contains 13357 members 
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	Iteration 79Q: 3 clusters Score -4709452 nChanged 46
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Mstep: Class 1 contains 13313 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4709460 nChanged 43
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Mstep: Class 1 contains 13270 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4709468 nChanged 48
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Mstep: Class 1 contains 13222 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4709464 nChanged 35
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Mstep: Class 1 contains 13187 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4709466 nChanged 24
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Mstep: Class 1 contains 13163 members 
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	Iteration 84Q: 3 clusters Score -4709477 nChanged 16
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Mstep: Class 1 contains 13147 members 
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	Iteration 85Q: 3 clusters Score -4709475 nChanged 13
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Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4709470 nChanged 16
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Mstep: Class 1 contains 13118 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4709476 nChanged 15
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Mstep: Class 1 contains 13103 members 
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	Iteration 88Q: 3 clusters Score -4709466 nChanged 23
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Mstep: Class 1 contains 13082 members 
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	Iteration 89Q: 3 clusters Score -4709466 nChanged 14
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Mstep: Class 1 contains 13068 members 
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	Iteration 90Q: 3 clusters Score -4709468 nChanged 20
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Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4709465 nChanged 12
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Mstep: Class 1 contains 13036 members 
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	Iteration 92Q: 3 clusters Score -4709472 nChanged 11
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Mstep: Class 1 contains 13025 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4709474 nChanged 12
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	Iteration 94Q: 3 clusters Score -4709477 nChanged 16
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Mstep: Class 1 contains 12997 members 
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	Iteration 95Q: 3 clusters Score -4709470 nChanged 21
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Mstep: Class 1 contains 12976 members 
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	Iteration 96Q: 3 clusters Score -4709468 nChanged 27
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Mstep: Class 1 contains 12949 members 
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	Iteration 97Q: 3 clusters Score -4709478 nChanged 25
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	Iteration 98Q: 3 clusters Score -4709478 nChanged 29
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Mstep: Class 1 contains 12895 members 
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	Iteration 99Q: 3 clusters Score -4709482 nChanged 37
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Mstep: Class 1 contains 12858 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4709478 nChanged 39
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Mstep: Class 1 contains 12819 members 
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	Iteration 101Q: 3 clusters Score -4709474 nChanged 37
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Mstep: Class 1 contains 12782 members 
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	Iteration 102Q: 3 clusters Score -4709479 nChanged 29
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Mstep: Class 1 contains 12753 members 
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	Iteration 103Q: 3 clusters Score -4709476 nChanged 31
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	Iteration 104Q: 3 clusters Score -4709476 nChanged 39
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Mstep: Class 1 contains 12683 members 
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	Iteration 105Q: 3 clusters Score -4709488 nChanged 35
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	Iteration 106Q: 3 clusters Score -4709490 nChanged 28
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4709492 nChanged 30
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	Iteration 109Q: 3 clusters Score -4709501 nChanged 20
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	Iteration 110Q: 3 clusters Score -4709500 nChanged 18
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	Iteration 111Q: 3 clusters Score -4709507 nChanged 30
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	Iteration 112Q: 3 clusters Score -4709508 nChanged 27
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	Iteration 113Q: 3 clusters Score -4709508 nChanged 31
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	Iteration 114Q: 3 clusters Score -4709513 nChanged 28
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	Iteration 115Q: 3 clusters Score -4709506 nChanged 33
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	Iteration 116Q: 3 clusters Score -4709520 nChanged 36
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Entering Unmasked Estep 
Score: -4709518.500000 Penalty: 5219.935547
	Iteration 117Q: 3 clusters Score -4709518 nChanged 31
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4709524 nChanged 30
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	Iteration 119Q: 3 clusters Score -4709523 nChanged 33
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	Iteration 306Q: 3 clusters Score -4709650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4709648.500000 Penalty: 5219.935547
	Iteration 307Q: 3 clusters Score -4709648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4709654.000000 Penalty: 5219.935547
	Iteration 308Q: 3 clusters Score -4709654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4709650.500000 Penalty: 5219.935547
	Iteration 309Q: 3 clusters Score -4709650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4709647.500000 Penalty: 5219.935547
	Iteration 310Q: 3 clusters Score -4709648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4709650.000000 Penalty: 5219.935547
	Iteration 311Q: 3 clusters Score -4709650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4709653.000000 Penalty: 5219.935547
	Iteration 312Q: 3 clusters Score -4709653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4709653.000000 Penalty: 5219.935547
	Iteration 313F: 3 clusters Score -4709653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Entering Unmasked Estep 
Score: -1942669.250000 Penalty: 2385.907227
	Iteration 0F: 2 clusters Score -1942669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1931723.625000 Penalty: 4771.814453
	Iteration 0F: 3 clusters Score -1931724 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1935453.000000 Penalty: 4771.814453
	Iteration 1F: 3 clusters Score -1935453 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1936072.125000 Penalty: 4771.814453
	Iteration 2F: 3 clusters Score -1936072 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1936644.000000 Penalty: 4771.814453
	Iteration 3F: 3 clusters Score -1936644 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1937173.125000 Penalty: 4771.814453
	Iteration 4F: 3 clusters Score -1937173 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1937647.625000 Penalty: 4771.814453
	Iteration 5F: 3 clusters Score -1937648 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1938187.250000 Penalty: 4771.814453
	Iteration 6F: 3 clusters Score -1938187 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1938671.125000 Penalty: 4771.814453
	Iteration 7F: 3 clusters Score -1938671 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1939035.500000 Penalty: 4771.814453
	Iteration 8Q: 3 clusters Score -1939036 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1939292.625000 Penalty: 4771.814453
	Iteration 9Q: 3 clusters Score -1939293 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1939479.500000 Penalty: 4771.814453
	Iteration 10Q: 3 clusters Score -1939480 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1939643.125000 Penalty: 4771.814453
	Iteration 11Q: 3 clusters Score -1939643 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1939781.125000 Penalty: 4771.814453
	Iteration 12Q: 3 clusters Score -1939781 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1939906.250000 Penalty: 4771.814453
	Iteration 13Q: 3 clusters Score -1939906 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1940017.750000 Penalty: 4771.814453
	Iteration 14Q: 3 clusters Score -1940018 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1940117.375000 Penalty: 4771.814453
	Iteration 15Q: 3 clusters Score -1940117 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1940231.375000 Penalty: 4771.814453
	Iteration 16Q: 3 clusters Score -1940231 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1940345.750000 Penalty: 4771.814453
	Iteration 17Q: 3 clusters Score -1940346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1940434.375000 Penalty: 4771.814453
	Iteration 18Q: 3 clusters Score -1940434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1940524.375000 Penalty: 4771.814453
	Iteration 19Q: 3 clusters Score -1940524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1940599.875000 Penalty: 4771.814453
	Iteration 20F: 3 clusters Score -1940600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1940641.000000 Penalty: 4771.814453
	Iteration 21Q: 3 clusters Score -1940641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1940693.250000 Penalty: 4771.814453
	Iteration 22Q: 3 clusters Score -1940693 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1940740.250000 Penalty: 4771.814453
	Iteration 23Q: 3 clusters Score -1940740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1940775.875000 Penalty: 4771.814453
	Iteration 24Q: 3 clusters Score -1940776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1940807.625000 Penalty: 4771.814453
	Iteration 25Q: 3 clusters Score -1940808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1940831.375000 Penalty: 4771.814453
	Iteration 26Q: 3 clusters Score -1940831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1940860.000000 Penalty: 4771.814453
	Iteration 27Q: 3 clusters Score -1940860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1940876.000000 Penalty: 4771.814453
	Iteration 28Q: 3 clusters Score -1940876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1940899.375000 Penalty: 4771.814453
	Iteration 29Q: 3 clusters Score -1940899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1940918.375000 Penalty: 4771.814453
	Iteration 30Q: 3 clusters Score -1940918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1940930.250000 Penalty: 4771.814453
	Iteration 31Q: 3 clusters Score -1940930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1940944.875000 Penalty: 4771.814453
	Iteration 32Q: 3 clusters Score -1940945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1940958.875000 Penalty: 4771.814453
	Iteration 33Q: 3 clusters Score -1940959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1940976.500000 Penalty: 4771.814453
	Iteration 34Q: 3 clusters Score -1940976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1940988.000000 Penalty: 4771.814453
	Iteration 35Q: 3 clusters Score -1940988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1940999.125000 Penalty: 4771.814453
	Iteration 36Q: 3 clusters Score -1940999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1941007.750000 Penalty: 4771.814453
	Iteration 37Q: 3 clusters Score -1941008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1941019.250000 Penalty: 4771.814453
	Iteration 38Q: 3 clusters Score -1941019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1941020.375000 Penalty: 4771.814453
	Iteration 39Q: 3 clusters Score -1941020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1941025.750000 Penalty: 4771.814453
	Iteration 40F: 3 clusters Score -1941026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1941033.125000 Penalty: 4771.814453
	Iteration 41Q: 3 clusters Score -1941033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1941042.875000 Penalty: 4771.814453
	Iteration 42Q: 3 clusters Score -1941043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1941048.125000 Penalty: 4771.814453
	Iteration 43Q: 3 clusters Score -1941048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1941057.500000 Penalty: 4771.814453
	Iteration 44Q: 3 clusters Score -1941058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1941060.625000 Penalty: 4771.814453
	Iteration 45Q: 3 clusters Score -1941061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1941067.250000 Penalty: 4771.814453
	Iteration 46Q: 3 clusters Score -1941067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1941068.625000 Penalty: 4771.814453
	Iteration 47Q: 3 clusters Score -1941069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1941074.000000 Penalty: 4771.814453
	Iteration 48Q: 3 clusters Score -1941074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1941076.500000 Penalty: 4771.814453
	Iteration 49Q: 3 clusters Score -1941076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1941077.000000 Penalty: 4771.814453
	Iteration 50Q: 3 clusters Score -1941077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1941083.500000 Penalty: 4771.814453
	Iteration 51Q: 3 clusters Score -1941084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1941086.000000 Penalty: 4771.814453
	Iteration 52Q: 3 clusters Score -1941086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1941087.750000 Penalty: 4771.814453
	Iteration 53Q: 3 clusters Score -1941088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1941092.000000 Penalty: 4771.814453
	Iteration 54Q: 3 clusters Score -1941092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1941100.250000 Penalty: 4771.814453
	Iteration 55Q: 3 clusters Score -1941100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1941099.500000 Penalty: 4771.814453
	Iteration 56Q: 3 clusters Score -1941100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1941100.375000 Penalty: 4771.814453
	Iteration 57Q: 3 clusters Score -1941100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1941102.875000 Penalty: 4771.814453
	Iteration 58Q: 3 clusters Score -1941103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1941102.875000 Penalty: 4771.814453
	Iteration 59F: 3 clusters Score -1941103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Entering Unmasked Estep 
Score: -21526490.000000 Penalty: 2981.603516
	Iteration 0F: 2 clusters Score -2.152649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -21417246.000000 Penalty: 5963.207031
	Iteration 0F: 3 clusters Score -2.141725e+07 nChanged 79760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -21463522.000000 Penalty: 5963.207031
	Iteration 1F: 3 clusters Score -2.146352e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -21464598.000000 Penalty: 5963.207031
	Iteration 2Q: 3 clusters Score -2.14646e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -21466074.000000 Penalty: 5963.207031
	Iteration 3Q: 3 clusters Score -2.146607e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -21468384.000000 Penalty: 5963.207031
	Iteration 4Q: 3 clusters Score -2.146838e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -21472614.000000 Penalty: 5963.207031
	Iteration 5Q: 3 clusters Score -2.147261e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -21479728.000000 Penalty: 5963.207031
	Iteration 6F: 3 clusters Score -2.147973e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -21490130.000000 Penalty: 5963.207031
	Iteration 7F: 3 clusters Score -2.149013e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 135938 members 
Entering Unmasked Estep 
Score: -21501848.000000 Penalty: 5963.207031
	Iteration 8F: 3 clusters Score -2.150185e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -21511432.000000 Penalty: 5963.207031
	Iteration 9F: 3 clusters Score -2.151143e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -21517440.000000 Penalty: 5963.207031
	Iteration 10Q: 3 clusters Score -2.151744e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -21520738.000000 Penalty: 5963.207031
	Iteration 11Q: 3 clusters Score -2.152074e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -21522366.000000 Penalty: 5963.207031
	Iteration 12Q: 3 clusters Score -2.152237e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -21523214.000000 Penalty: 5963.207031
	Iteration 13Q: 3 clusters Score -2.152321e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -21523630.000000 Penalty: 5963.207031
	Iteration 14Q: 3 clusters Score -2.152363e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -21524024.000000 Penalty: 5963.207031
	Iteration 15Q: 3 clusters Score -2.152402e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -21524220.000000 Penalty: 5963.207031
	Iteration 16Q: 3 clusters Score -2.152422e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -21524362.000000 Penalty: 5963.207031
	Iteration 17Q: 3 clusters Score -2.152436e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -21524538.000000 Penalty: 5963.207031
	Iteration 18Q: 3 clusters Score -2.152454e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -21524698.000000 Penalty: 5963.207031
	Iteration 19Q: 3 clusters Score -2.15247e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -21524754.000000 Penalty: 5963.207031
	Iteration 20F: 3 clusters Score -2.152475e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 160542 members 
Entering Unmasked Estep 
Score: -21524864.000000 Penalty: 5963.207031
	Iteration 21Q: 3 clusters Score -2.152486e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -21524884.000000 Penalty: 5963.207031
	Iteration 22Q: 3 clusters Score -2.152488e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -21524884.000000 Penalty: 5963.207031
	Iteration 23Q: 3 clusters Score -2.152488e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -21524948.000000 Penalty: 5963.207031
	Iteration 24Q: 3 clusters Score -2.152495e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -21525026.000000 Penalty: 5963.207031
	Iteration 25Q: 3 clusters Score -2.152503e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -21525022.000000 Penalty: 5963.207031
	Iteration 26Q: 3 clusters Score -2.152502e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -21525034.000000 Penalty: 5963.207031
	Iteration 27Q: 3 clusters Score -2.152503e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -21525038.000000 Penalty: 5963.207031
	Iteration 28Q: 3 clusters Score -2.152504e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 162159 members 
Entering Unmasked Estep 
Score: -21525028.000000 Penalty: 5963.207031
	Iteration 29Q: 3 clusters Score -2.152503e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -21525028.000000 Penalty: 5963.207031
	Iteration 30Q: 3 clusters Score -2.152503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -21525020.000000 Penalty: 5963.207031
	Iteration 31Q: 3 clusters Score -2.152502e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 162527 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5963.207031
	Iteration 32Q: 3 clusters Score -2.152505e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 162638 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5963.207031
	Iteration 33Q: 3 clusters Score -2.152505e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -21525064.000000 Penalty: 5963.207031
	Iteration 34Q: 3 clusters Score -2.152506e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -21525086.000000 Penalty: 5963.207031
	Iteration 35Q: 3 clusters Score -2.152509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -21525086.000000 Penalty: 5963.207031
	Iteration 36Q: 3 clusters Score -2.152509e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -21525098.000000 Penalty: 5963.207031
	Iteration 37Q: 3 clusters Score -2.15251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -21525112.000000 Penalty: 5963.207031
	Iteration 38Q: 3 clusters Score -2.152511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -21525076.000000 Penalty: 5963.207031
	Iteration 39Q: 3 clusters Score -2.152508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -21525066.000000 Penalty: 5963.207031
	Iteration 40F: 3 clusters Score -2.152507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -21525068.000000 Penalty: 5963.207031
	Iteration 41Q: 3 clusters Score -2.152507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -21525052.000000 Penalty: 5963.207031
	Iteration 42Q: 3 clusters Score -2.152505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -21525056.000000 Penalty: 5963.207031
	Iteration 43Q: 3 clusters Score -2.152506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -21525064.000000 Penalty: 5963.207031
	Iteration 44Q: 3 clusters Score -2.152506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -21525042.000000 Penalty: 5963.207031
	Iteration 45Q: 3 clusters Score -2.152504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -21525034.000000 Penalty: 5963.207031
	Iteration 46Q: 3 clusters Score -2.152503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5963.207031
	Iteration 47Q: 3 clusters Score -2.152505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -21525040.000000 Penalty: 5963.207031
	Iteration 48Q: 3 clusters Score -2.152504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -21525036.000000 Penalty: 5963.207031
	Iteration 49Q: 3 clusters Score -2.152504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -21525048.000000 Penalty: 5963.207031
	Iteration 50Q: 3 clusters Score -2.152505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -21525034.000000 Penalty: 5963.207031
	Iteration 51Q: 3 clusters Score -2.152503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -21525028.000000 Penalty: 5963.207031
	Iteration 52Q: 3 clusters Score -2.152503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -21525034.000000 Penalty: 5963.207031
	Iteration 53Q: 3 clusters Score -2.152503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5963.207031
	Iteration 54Q: 3 clusters Score -2.152505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 163494 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5963.207031
	Iteration 55Q: 3 clusters Score -2.152505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 163500 members 
Entering Unmasked Estep 
Score: -21525058.000000 Penalty: 5963.207031
	Iteration 56Q: 3 clusters Score -2.152506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -21525056.000000 Penalty: 5963.207031
	Iteration 57Q: 3 clusters Score -2.152506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -21525062.000000 Penalty: 5963.207031
	Iteration 58Q: 3 clusters Score -2.152506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -21525074.000000 Penalty: 5963.207031
	Iteration 59Q: 3 clusters Score -2.152507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -21525080.000000 Penalty: 5963.207031
	Iteration 60F: 3 clusters Score -2.152508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -21525040.000000 Penalty: 5963.207031
	Iteration 61Q: 3 clusters Score -2.152504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 163583 members 
Entering Unmasked Estep 
Score: -21525044.000000 Penalty: 5963.207031
	Iteration 62Q: 3 clusters Score -2.152504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5963.207031
	Iteration 63Q: 3 clusters Score -2.152505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -21525044.000000 Penalty: 5963.207031
	Iteration 64Q: 3 clusters Score -2.152504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 163630 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5963.207031
	Iteration 65Q: 3 clusters Score -2.152505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 163639 members 
Entering Unmasked Estep 
Score: -21525024.000000 Penalty: 5963.207031
	Iteration 66Q: 3 clusters Score -2.152502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -21525040.000000 Penalty: 5963.207031
	Iteration 67Q: 3 clusters Score -2.152504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 163652 members 
Entering Unmasked Estep 
Score: -21525038.000000 Penalty: 5963.207031
	Iteration 68Q: 3 clusters Score -2.152504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -21525056.000000 Penalty: 5963.207031
	Iteration 69Q: 3 clusters Score -2.152506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 163663 members 
Entering Unmasked Estep 
Score: -21525060.000000 Penalty: 5963.207031
	Iteration 70Q: 3 clusters Score -2.152506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -21525064.000000 Penalty: 5963.207031
	Iteration 71Q: 3 clusters Score -2.152506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -21525062.000000 Penalty: 5963.207031
	Iteration 72Q: 3 clusters Score -2.152506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -21525058.000000 Penalty: 5963.207031
	Iteration 73Q: 3 clusters Score -2.152506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5963.207031
	Iteration 74Q: 3 clusters Score -2.152505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -21525066.000000 Penalty: 5963.207031
	Iteration 75Q: 3 clusters Score -2.152507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 163698 members 
Entering Unmasked Estep 
Score: -21525076.000000 Penalty: 5963.207031
	Iteration 76Q: 3 clusters Score -2.152508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -21525076.000000 Penalty: 5963.207031
	Iteration 77Q: 3 clusters Score -2.152508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -21525072.000000 Penalty: 5963.207031
	Iteration 78Q: 3 clusters Score -2.152507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -21525076.000000 Penalty: 5963.207031
	Iteration 79Q: 3 clusters Score -2.152508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -21525074.000000 Penalty: 5963.207031
	Iteration 80F: 3 clusters Score -2.152507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 163743 members 
Entering Unmasked Estep 
Score: -21525084.000000 Penalty: 5963.207031
	Iteration 81Q: 3 clusters Score -2.152508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -21525078.000000 Penalty: 5963.207031
	Iteration 82Q: 3 clusters Score -2.152508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -21525086.000000 Penalty: 5963.207031
	Iteration 83Q: 3 clusters Score -2.152509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -21525090.000000 Penalty: 5963.207031
	Iteration 84Q: 3 clusters Score -2.152509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -21525082.000000 Penalty: 5963.207031
	Iteration 85Q: 3 clusters Score -2.152508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -21525088.000000 Penalty: 5963.207031
	Iteration 86Q: 3 clusters Score -2.152509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -21525100.000000 Penalty: 5963.207031
	Iteration 87Q: 3 clusters Score -2.15251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -21525090.000000 Penalty: 5963.207031
	Iteration 88Q: 3 clusters Score -2.152509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -21525088.000000 Penalty: 5963.207031
	Iteration 89Q: 3 clusters Score -2.152509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -21525088.000000 Penalty: 5963.207031
	Iteration 90F: 3 clusters Score -2.152509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Entering Unmasked Estep 
Score: -22924522.000000 Penalty: 2997.277588
	Iteration 0F: 2 clusters Score -2.292452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -22807798.000000 Penalty: 5994.555176
	Iteration 0F: 3 clusters Score -2.28078e+07 nChanged 85415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -22857806.000000 Penalty: 5994.555176
	Iteration 1F: 3 clusters Score -2.285781e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -22858946.000000 Penalty: 5994.555176
	Iteration 2Q: 3 clusters Score -2.285895e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -22860104.000000 Penalty: 5994.555176
	Iteration 3Q: 3 clusters Score -2.28601e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -22861544.000000 Penalty: 5994.555176
	Iteration 4Q: 3 clusters Score -2.286154e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -22863470.000000 Penalty: 5994.555176
	Iteration 5Q: 3 clusters Score -2.286347e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -22866384.000000 Penalty: 5994.555176
	Iteration 6Q: 3 clusters Score -2.286638e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -22871086.000000 Penalty: 5994.555176
	Iteration 7Q: 3 clusters Score -2.287109e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -22877394.000000 Penalty: 5994.555176
	Iteration 8F: 3 clusters Score -2.287739e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -22885184.000000 Penalty: 5994.555176
	Iteration 9F: 3 clusters Score -2.288518e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130958 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -22893294.000000 Penalty: 5994.555176
	Iteration 10F: 3 clusters Score -2.289329e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138404 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -22899960.000000 Penalty: 5994.555176
	Iteration 11F: 3 clusters Score -2.289996e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144536 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -22904980.000000 Penalty: 5994.555176
	Iteration 12Q: 3 clusters Score -2.290498e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -22908798.000000 Penalty: 5994.555176
	Iteration 13Q: 3 clusters Score -2.29088e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -22911772.000000 Penalty: 5994.555176
	Iteration 14Q: 3 clusters Score -2.291177e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -22914110.000000 Penalty: 5994.555176
	Iteration 15Q: 3 clusters Score -2.291411e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162034 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -22916370.000000 Penalty: 5994.555176
	Iteration 16Q: 3 clusters Score -2.291637e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -22918248.000000 Penalty: 5994.555176
	Iteration 17Q: 3 clusters Score -2.291825e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -22919754.000000 Penalty: 5994.555176
	Iteration 18Q: 3 clusters Score -2.291975e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -22920820.000000 Penalty: 5994.555176
	Iteration 19Q: 3 clusters Score -2.292082e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171492 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -22921616.000000 Penalty: 5994.555176
	Iteration 20F: 3 clusters Score -2.292162e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -22922104.000000 Penalty: 5994.555176
	Iteration 21Q: 3 clusters Score -2.29221e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -22922496.000000 Penalty: 5994.555176
	Iteration 22Q: 3 clusters Score -2.29225e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -22922874.000000 Penalty: 5994.555176
	Iteration 23Q: 3 clusters Score -2.292287e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174230 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -22923106.000000 Penalty: 5994.555176
	Iteration 24Q: 3 clusters Score -2.292311e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22923250.000000 Penalty: 5994.555176
	Iteration 25Q: 3 clusters Score -2.292325e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22923452.000000 Penalty: 5994.555176
	Iteration 26Q: 3 clusters Score -2.292345e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174720 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22923542.000000 Penalty: 5994.555176
	Iteration 27Q: 3 clusters Score -2.292354e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174781 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22923598.000000 Penalty: 5994.555176
	Iteration 28Q: 3 clusters Score -2.29236e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -22923642.000000 Penalty: 5994.555176
	Iteration 29Q: 3 clusters Score -2.292364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -22923644.000000 Penalty: 5994.555176
	Iteration 30Q: 3 clusters Score -2.292364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -22923648.000000 Penalty: 5994.555176
	Iteration 31Q: 3 clusters Score -2.292365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22923662.000000 Penalty: 5994.555176
	Iteration 32Q: 3 clusters Score -2.292366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22923648.000000 Penalty: 5994.555176
	Iteration 33Q: 3 clusters Score -2.292365e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22923632.000000 Penalty: 5994.555176
	Iteration 34Q: 3 clusters Score -2.292363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22923660.000000 Penalty: 5994.555176
	Iteration 35Q: 3 clusters Score -2.292366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174905 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -22923670.000000 Penalty: 5994.555176
	Iteration 36Q: 3 clusters Score -2.292367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22923678.000000 Penalty: 5994.555176
	Iteration 37Q: 3 clusters Score -2.292368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22923678.000000 Penalty: 5994.555176
	Iteration 38Q: 3 clusters Score -2.292368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22923682.000000 Penalty: 5994.555176
	Iteration 39Q: 3 clusters Score -2.292368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22923694.000000 Penalty: 5994.555176
	Iteration 40F: 3 clusters Score -2.292369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174888 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22923710.000000 Penalty: 5994.555176
	Iteration 41Q: 3 clusters Score -2.292371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22923716.000000 Penalty: 5994.555176
	Iteration 42Q: 3 clusters Score -2.292372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22923722.000000 Penalty: 5994.555176
	Iteration 43Q: 3 clusters Score -2.292372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -22923712.000000 Penalty: 5994.555176
	Iteration 44Q: 3 clusters Score -2.292371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22923740.000000 Penalty: 5994.555176
	Iteration 45Q: 3 clusters Score -2.292374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22923770.000000 Penalty: 5994.555176
	Iteration 46Q: 3 clusters Score -2.292377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174882 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22923784.000000 Penalty: 5994.555176
	Iteration 47Q: 3 clusters Score -2.292378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22923792.000000 Penalty: 5994.555176
	Iteration 48Q: 3 clusters Score -2.292379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22923798.000000 Penalty: 5994.555176
	Iteration 49Q: 3 clusters Score -2.29238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22923796.000000 Penalty: 5994.555176
	Iteration 50Q: 3 clusters Score -2.29238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22923774.000000 Penalty: 5994.555176
	Iteration 51Q: 3 clusters Score -2.292377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22923760.000000 Penalty: 5994.555176
	Iteration 52Q: 3 clusters Score -2.292376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22923770.000000 Penalty: 5994.555176
	Iteration 53Q: 3 clusters Score -2.292377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174882 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22923778.000000 Penalty: 5994.555176
	Iteration 54Q: 3 clusters Score -2.292378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22923776.000000 Penalty: 5994.555176
	Iteration 55Q: 3 clusters Score -2.292378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22923776.000000 Penalty: 5994.555176
	Iteration 56F: 3 clusters Score -2.292378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159036 members 
Entering Unmasked Estep 
Score: -20406436.000000 Penalty: 2970.267578
	Iteration 0F: 2 clusters Score -2.040644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -20300024.000000 Penalty: 5940.535156
	Iteration 0F: 3 clusters Score -2.030002e+07 nChanged 75891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -20345204.000000 Penalty: 5940.535156
	Iteration 1F: 3 clusters Score -2.03452e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -20347112.000000 Penalty: 5940.535156
	Iteration 2Q: 3 clusters Score -2.034711e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -20349688.000000 Penalty: 5940.535156
	Iteration 3Q: 3 clusters Score -2.034969e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -20353754.000000 Penalty: 5940.535156
	Iteration 4Q: 3 clusters Score -2.035375e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -20359882.000000 Penalty: 5940.535156
	Iteration 5F: 3 clusters Score -2.035988e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -20368046.000000 Penalty: 5940.535156
	Iteration 6F: 3 clusters Score -2.036805e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -20376892.000000 Penalty: 5940.535156
	Iteration 7F: 3 clusters Score -2.037689e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -20383928.000000 Penalty: 5940.535156
	Iteration 8F: 3 clusters Score -2.038393e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 132054 members 
Entering Unmasked Estep 
Score: -20388972.000000 Penalty: 5940.535156
	Iteration 9Q: 3 clusters Score -2.038897e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -20392116.000000 Penalty: 5940.535156
	Iteration 10Q: 3 clusters Score -2.039212e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 139534 members 
Entering Unmasked Estep 
Score: -20394186.000000 Penalty: 5940.535156
	Iteration 11Q: 3 clusters Score -2.039419e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -20395954.000000 Penalty: 5940.535156
	Iteration 12Q: 3 clusters Score -2.039595e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -20397398.000000 Penalty: 5940.535156
	Iteration 13Q: 3 clusters Score -2.03974e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -20398604.000000 Penalty: 5940.535156
	Iteration 14Q: 3 clusters Score -2.03986e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -20399740.000000 Penalty: 5940.535156
	Iteration 15Q: 3 clusters Score -2.039974e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -20400654.000000 Penalty: 5940.535156
	Iteration 16Q: 3 clusters Score -2.040065e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -20401292.000000 Penalty: 5940.535156
	Iteration 17Q: 3 clusters Score -2.040129e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -20401736.000000 Penalty: 5940.535156
	Iteration 18Q: 3 clusters Score -2.040174e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -20402076.000000 Penalty: 5940.535156
	Iteration 19Q: 3 clusters Score -2.040208e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -20402468.000000 Penalty: 5940.535156
	Iteration 20F: 3 clusters Score -2.040247e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -20402754.000000 Penalty: 5940.535156
	Iteration 21Q: 3 clusters Score -2.040275e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -20402946.000000 Penalty: 5940.535156
	Iteration 22Q: 3 clusters Score -2.040295e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -20403124.000000 Penalty: 5940.535156
	Iteration 23Q: 3 clusters Score -2.040312e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -20403282.000000 Penalty: 5940.535156
	Iteration 24Q: 3 clusters Score -2.040328e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -20403348.000000 Penalty: 5940.535156
	Iteration 25Q: 3 clusters Score -2.040335e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 157365 members 
Entering Unmasked Estep 
Score: -20403470.000000 Penalty: 5940.535156
	Iteration 26Q: 3 clusters Score -2.040347e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -20403512.000000 Penalty: 5940.535156
	Iteration 27Q: 3 clusters Score -2.040351e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -20403610.000000 Penalty: 5940.535156
	Iteration 28Q: 3 clusters Score -2.040361e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -20403654.000000 Penalty: 5940.535156
	Iteration 29Q: 3 clusters Score -2.040365e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -20403706.000000 Penalty: 5940.535156
	Iteration 30Q: 3 clusters Score -2.040371e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -20403726.000000 Penalty: 5940.535156
	Iteration 31Q: 3 clusters Score -2.040373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 157800 members 
Entering Unmasked Estep 
Score: -20403726.000000 Penalty: 5940.535156
	Iteration 32Q: 3 clusters Score -2.040373e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -20403766.000000 Penalty: 5940.535156
	Iteration 33Q: 3 clusters Score -2.040377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 157861 members 
Entering Unmasked Estep 
Score: -20403746.000000 Penalty: 5940.535156
	Iteration 34Q: 3 clusters Score -2.040375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -20403780.000000 Penalty: 5940.535156
	Iteration 35Q: 3 clusters Score -2.040378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -20403800.000000 Penalty: 5940.535156
	Iteration 36Q: 3 clusters Score -2.04038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -20403810.000000 Penalty: 5940.535156
	Iteration 37Q: 3 clusters Score -2.040381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -20403800.000000 Penalty: 5940.535156
	Iteration 38Q: 3 clusters Score -2.04038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -20403818.000000 Penalty: 5940.535156
	Iteration 39Q: 3 clusters Score -2.040382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -20403830.000000 Penalty: 5940.535156
	Iteration 40F: 3 clusters Score -2.040383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 157969 members 
Entering Unmasked Estep 
Score: -20403832.000000 Penalty: 5940.535156
	Iteration 41Q: 3 clusters Score -2.040383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 157980 members 
Entering Unmasked Estep 
Score: -20403842.000000 Penalty: 5940.535156
	Iteration 42Q: 3 clusters Score -2.040384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -20403864.000000 Penalty: 5940.535156
	Iteration 43Q: 3 clusters Score -2.040386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -20403904.000000 Penalty: 5940.535156
	Iteration 44Q: 3 clusters Score -2.04039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -20403918.000000 Penalty: 5940.535156
	Iteration 45Q: 3 clusters Score -2.040392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 158039 members 
Entering Unmasked Estep 
Score: -20403886.000000 Penalty: 5940.535156
	Iteration 46Q: 3 clusters Score -2.040389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -20403902.000000 Penalty: 5940.535156
	Iteration 47Q: 3 clusters Score -2.04039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -20403904.000000 Penalty: 5940.535156
	Iteration 48Q: 3 clusters Score -2.04039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -20403914.000000 Penalty: 5940.535156
	Iteration 49Q: 3 clusters Score -2.040391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -20403938.000000 Penalty: 5940.535156
	Iteration 50Q: 3 clusters Score -2.040394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -20403938.000000 Penalty: 5940.535156
	Iteration 51Q: 3 clusters Score -2.040394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -20403942.000000 Penalty: 5940.535156
	Iteration 52Q: 3 clusters Score -2.040394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -20403942.000000 Penalty: 5940.535156
	Iteration 53Q: 3 clusters Score -2.040394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -20403954.000000 Penalty: 5940.535156
	Iteration 54Q: 3 clusters Score -2.040395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -20403954.000000 Penalty: 5940.535156
	Iteration 55Q: 3 clusters Score -2.040395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -20403954.000000 Penalty: 5940.535156
	Iteration 56F: 3 clusters Score -2.040395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (199518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Entering Unmasked Estep 
Score: -25533468.000000 Penalty: 3026.507568
	Iteration 0F: 2 clusters Score -2.553347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -25402892.000000 Penalty: 6053.015137
	Iteration 0F: 3 clusters Score -2.540289e+07 nChanged 95578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -25458504.000000 Penalty: 6053.015137
	Iteration 1F: 3 clusters Score -2.54585e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -25459316.000000 Penalty: 6053.015137
	Iteration 2Q: 3 clusters Score -2.545932e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -25460550.000000 Penalty: 6053.015137
	Iteration 3Q: 3 clusters Score -2.546055e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -25463090.000000 Penalty: 6053.015137
	Iteration 4Q: 3 clusters Score -2.546309e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -25467750.000000 Penalty: 6053.015137
	Iteration 5Q: 3 clusters Score -2.546775e+07 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -25477116.000000 Penalty: 6053.015137
	Iteration 6F: 3 clusters Score -2.547712e+07 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -25492526.000000 Penalty: 6053.015137
	Iteration 7F: 3 clusters Score -2.549253e+07 nChanged 19154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -25511558.000000 Penalty: 6053.015137
	Iteration 8F: 3 clusters Score -2.551156e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -25524474.000000 Penalty: 6053.015137
	Iteration 9F: 3 clusters Score -2.552447e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197741 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -25529236.000000 Penalty: 6053.015137
	Iteration 10Q: 3 clusters Score -2.552924e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199004 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -25530332.000000 Penalty: 6053.015137
	Iteration 11Q: 3 clusters Score -2.553033e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25530614.000000 Penalty: 6053.015137
	Iteration 12Q: 3 clusters Score -2.553061e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25530724.000000 Penalty: 6053.015137
	Iteration 13Q: 3 clusters Score -2.553072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199315 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25530746.000000 Penalty: 6053.015137
	Iteration 14Q: 3 clusters Score -2.553075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25530764.000000 Penalty: 6053.015137
	Iteration 15Q: 3 clusters Score -2.553076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199326 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25530772.000000 Penalty: 6053.015137
	Iteration 16Q: 3 clusters Score -2.553077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25530782.000000 Penalty: 6053.015137
	Iteration 17Q: 3 clusters Score -2.553078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25530810.000000 Penalty: 6053.015137
	Iteration 18Q: 3 clusters Score -2.553081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199342 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25530830.000000 Penalty: 6053.015137
	Iteration 19Q: 3 clusters Score -2.553083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25530844.000000 Penalty: 6053.015137
	Iteration 20F: 3 clusters Score -2.553084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199341 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25530864.000000 Penalty: 6053.015137
	Iteration 21Q: 3 clusters Score -2.553086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25530868.000000 Penalty: 6053.015137
	Iteration 22Q: 3 clusters Score -2.553087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25530868.000000 Penalty: 6053.015137
	Iteration 23F: 3 clusters Score -2.553087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -21517406.000000 Penalty: 2980.820068
	Iteration 0F: 2 clusters Score -2.151741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -21407680.000000 Penalty: 5961.640137
	Iteration 0F: 3 clusters Score -2.140768e+07 nChanged 79533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -21453698.000000 Penalty: 5961.640137
	Iteration 1F: 3 clusters Score -2.14537e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -21454802.000000 Penalty: 5961.640137
	Iteration 2Q: 3 clusters Score -2.14548e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -21456094.000000 Penalty: 5961.640137
	Iteration 3Q: 3 clusters Score -2.145609e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -21458250.000000 Penalty: 5961.640137
	Iteration 4Q: 3 clusters Score -2.145825e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -21462008.000000 Penalty: 5961.640137
	Iteration 5Q: 3 clusters Score -2.146201e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -21468292.000000 Penalty: 5961.640137
	Iteration 6F: 3 clusters Score -2.146829e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -21478600.000000 Penalty: 5961.640137
	Iteration 7F: 3 clusters Score -2.14786e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -21492202.000000 Penalty: 5961.640137
	Iteration 8F: 3 clusters Score -2.14922e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -21503318.000000 Penalty: 5961.640137
	Iteration 9F: 3 clusters Score -2.150332e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 159628 members 
Entering Unmasked Estep 
Score: -21509770.000000 Penalty: 5961.640137
	Iteration 10Q: 3 clusters Score -2.150977e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -21512644.000000 Penalty: 5961.640137
	Iteration 11Q: 3 clusters Score -2.151264e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -21513884.000000 Penalty: 5961.640137
	Iteration 12Q: 3 clusters Score -2.151388e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165093 members 
Entering Unmasked Estep 
Score: -21514298.000000 Penalty: 5961.640137
	Iteration 13Q: 3 clusters Score -2.15143e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -21514478.000000 Penalty: 5961.640137
	Iteration 14Q: 3 clusters Score -2.151448e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165415 members 
Entering Unmasked Estep 
Score: -21514562.000000 Penalty: 5961.640137
	Iteration 15Q: 3 clusters Score -2.151456e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -21514650.000000 Penalty: 5961.640137
	Iteration 16Q: 3 clusters Score -2.151465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21514680.000000 Penalty: 5961.640137
	Iteration 17Q: 3 clusters Score -2.151468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -21514710.000000 Penalty: 5961.640137
	Iteration 18Q: 3 clusters Score -2.151471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21514728.000000 Penalty: 5961.640137
	Iteration 19Q: 3 clusters Score -2.151473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 165520 members 
Entering Unmasked Estep 
Score: -21514752.000000 Penalty: 5961.640137
	Iteration 20F: 3 clusters Score -2.151475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -21514770.000000 Penalty: 5961.640137
	Iteration 21Q: 3 clusters Score -2.151477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -21514762.000000 Penalty: 5961.640137
	Iteration 22Q: 3 clusters Score -2.151476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -21514768.000000 Penalty: 5961.640137
	Iteration 23Q: 3 clusters Score -2.151477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -21514760.000000 Penalty: 5961.640137
	Iteration 24Q: 3 clusters Score -2.151476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -21514760.000000 Penalty: 5961.640137
	Iteration 25Q: 3 clusters Score -2.151476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -21514764.000000 Penalty: 5961.640137
	Iteration 26Q: 3 clusters Score -2.151476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165535 members 
Entering Unmasked Estep 
Score: -21514760.000000 Penalty: 5961.640137
	Iteration 27Q: 3 clusters Score -2.151476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -21514772.000000 Penalty: 5961.640137
	Iteration 28Q: 3 clusters Score -2.151477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -21514764.000000 Penalty: 5961.640137
	Iteration 29Q: 3 clusters Score -2.151476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 165538 members 
Entering Unmasked Estep 
Score: -21514770.000000 Penalty: 5961.640137
	Iteration 30Q: 3 clusters Score -2.151477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 165538 members 
Entering Unmasked Estep 
Score: -21514770.000000 Penalty: 5961.640137
	Iteration 31F: 3 clusters Score -2.151477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163101 members 
Entering Unmasked Estep 
Score: -21013676.000000 Penalty: 2976.526855
	Iteration 0F: 2 clusters Score -2.101368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -20904544.000000 Penalty: 5953.053711
	Iteration 0F: 3 clusters Score -2.090454e+07 nChanged 78135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -20951042.000000 Penalty: 5953.053711
	Iteration 1F: 3 clusters Score -2.095104e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -20953252.000000 Penalty: 5953.053711
	Iteration 2Q: 3 clusters Score -2.095325e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -20956520.000000 Penalty: 5953.053711
	Iteration 3Q: 3 clusters Score -2.095652e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -20961940.000000 Penalty: 5953.053711
	Iteration 4F: 3 clusters Score -2.096194e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -20970240.000000 Penalty: 5953.053711
	Iteration 5F: 3 clusters Score -2.097024e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -20981226.000000 Penalty: 5953.053711
	Iteration 6F: 3 clusters Score -2.098123e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 124958 members 
Entering Unmasked Estep 
Score: -20992962.000000 Penalty: 5953.053711
	Iteration 7F: 3 clusters Score -2.099296e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -20999916.000000 Penalty: 5953.053711
	Iteration 8F: 3 clusters Score -2.099992e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -21002510.000000 Penalty: 5953.053711
	Iteration 9Q: 3 clusters Score -2.100251e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -21003702.000000 Penalty: 5953.053711
	Iteration 10Q: 3 clusters Score -2.10037e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 135544 members 
Entering Unmasked Estep 
Score: -21004532.000000 Penalty: 5953.053711
	Iteration 11Q: 3 clusters Score -2.100453e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 137138 members 
Entering Unmasked Estep 
Score: -21005370.000000 Penalty: 5953.053711
	Iteration 12Q: 3 clusters Score -2.100537e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 138654 members 
Entering Unmasked Estep 
Score: -21006058.000000 Penalty: 5953.053711
	Iteration 13Q: 3 clusters Score -2.100606e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -21006726.000000 Penalty: 5953.053711
	Iteration 14Q: 3 clusters Score -2.100673e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -21007342.000000 Penalty: 5953.053711
	Iteration 15Q: 3 clusters Score -2.100734e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 142610 members 
Entering Unmasked Estep 
Score: -21007978.000000 Penalty: 5953.053711
	Iteration 16Q: 3 clusters Score -2.100798e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -21008622.000000 Penalty: 5953.053711
	Iteration 17Q: 3 clusters Score -2.100862e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -21009146.000000 Penalty: 5953.053711
	Iteration 18Q: 3 clusters Score -2.100915e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 145626 members 
Entering Unmasked Estep 
Score: -21009538.000000 Penalty: 5953.053711
	Iteration 19Q: 3 clusters Score -2.100954e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -21009886.000000 Penalty: 5953.053711
	Iteration 20F: 3 clusters Score -2.100989e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -21010156.000000 Penalty: 5953.053711
	Iteration 21Q: 3 clusters Score -2.101016e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -21010368.000000 Penalty: 5953.053711
	Iteration 22Q: 3 clusters Score -2.101037e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 148359 members 
Entering Unmasked Estep 
Score: -21010488.000000 Penalty: 5953.053711
	Iteration 23Q: 3 clusters Score -2.101049e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -21010660.000000 Penalty: 5953.053711
	Iteration 24Q: 3 clusters Score -2.101066e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -21010802.000000 Penalty: 5953.053711
	Iteration 25Q: 3 clusters Score -2.10108e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -21010938.000000 Penalty: 5953.053711
	Iteration 26Q: 3 clusters Score -2.101094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -21011072.000000 Penalty: 5953.053711
	Iteration 27Q: 3 clusters Score -2.101107e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -21011154.000000 Penalty: 5953.053711
	Iteration 28Q: 3 clusters Score -2.101115e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -21011344.000000 Penalty: 5953.053711
	Iteration 29Q: 3 clusters Score -2.101134e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -21011470.000000 Penalty: 5953.053711
	Iteration 30Q: 3 clusters Score -2.101147e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -21011476.000000 Penalty: 5953.053711
	Iteration 31Q: 3 clusters Score -2.101148e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -21011572.000000 Penalty: 5953.053711
	Iteration 32Q: 3 clusters Score -2.101157e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 153134 members 
Entering Unmasked Estep 
Score: -21011668.000000 Penalty: 5953.053711
	Iteration 33Q: 3 clusters Score -2.101167e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -21011670.000000 Penalty: 5953.053711
	Iteration 34Q: 3 clusters Score -2.101167e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -21011748.000000 Penalty: 5953.053711
	Iteration 35Q: 3 clusters Score -2.101175e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -21011818.000000 Penalty: 5953.053711
	Iteration 36Q: 3 clusters Score -2.101182e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -21011998.000000 Penalty: 5953.053711
	Iteration 37Q: 3 clusters Score -2.1012e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -21012060.000000 Penalty: 5953.053711
	Iteration 38Q: 3 clusters Score -2.101206e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -21012102.000000 Penalty: 5953.053711
	Iteration 39Q: 3 clusters Score -2.10121e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -21012206.000000 Penalty: 5953.053711
	Iteration 40F: 3 clusters Score -2.101221e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -21012272.000000 Penalty: 5953.053711
	Iteration 41Q: 3 clusters Score -2.101227e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -21012218.000000 Penalty: 5953.053711
	Iteration 42Q: 3 clusters Score -2.101222e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -21012244.000000 Penalty: 5953.053711
	Iteration 43Q: 3 clusters Score -2.101224e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -21012290.000000 Penalty: 5953.053711
	Iteration 44Q: 3 clusters Score -2.101229e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -21012308.000000 Penalty: 5953.053711
	Iteration 45Q: 3 clusters Score -2.101231e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -21012344.000000 Penalty: 5953.053711
	Iteration 46Q: 3 clusters Score -2.101234e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 157391 members 
Entering Unmasked Estep 
Score: -21012336.000000 Penalty: 5953.053711
	Iteration 47Q: 3 clusters Score -2.101234e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -21012386.000000 Penalty: 5953.053711
	Iteration 48Q: 3 clusters Score -2.101239e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -21012398.000000 Penalty: 5953.053711
	Iteration 49Q: 3 clusters Score -2.10124e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -21012402.000000 Penalty: 5953.053711
	Iteration 50Q: 3 clusters Score -2.10124e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -21012422.000000 Penalty: 5953.053711
	Iteration 51Q: 3 clusters Score -2.101242e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -21012420.000000 Penalty: 5953.053711
	Iteration 52Q: 3 clusters Score -2.101242e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -21012454.000000 Penalty: 5953.053711
	Iteration 53Q: 3 clusters Score -2.101245e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -21012450.000000 Penalty: 5953.053711
	Iteration 54Q: 3 clusters Score -2.101245e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -21012472.000000 Penalty: 5953.053711
	Iteration 55Q: 3 clusters Score -2.101247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -21012420.000000 Penalty: 5953.053711
	Iteration 56Q: 3 clusters Score -2.101242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -21012464.000000 Penalty: 5953.053711
	Iteration 57Q: 3 clusters Score -2.101246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -21012452.000000 Penalty: 5953.053711
	Iteration 58Q: 3 clusters Score -2.101245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -21012436.000000 Penalty: 5953.053711
	Iteration 59Q: 3 clusters Score -2.101244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -21012440.000000 Penalty: 5953.053711
	Iteration 60F: 3 clusters Score -2.101244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -21012470.000000 Penalty: 5953.053711
	Iteration 61Q: 3 clusters Score -2.101247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -21012468.000000 Penalty: 5953.053711
	Iteration 62Q: 3 clusters Score -2.101247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -21012482.000000 Penalty: 5953.053711
	Iteration 63Q: 3 clusters Score -2.101248e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -21012508.000000 Penalty: 5953.053711
	Iteration 64Q: 3 clusters Score -2.101251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -21012518.000000 Penalty: 5953.053711
	Iteration 65Q: 3 clusters Score -2.101252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -21012530.000000 Penalty: 5953.053711
	Iteration 66Q: 3 clusters Score -2.101253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -21012506.000000 Penalty: 5953.053711
	Iteration 67Q: 3 clusters Score -2.101251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -21012508.000000 Penalty: 5953.053711
	Iteration 68Q: 3 clusters Score -2.101251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 158839 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5953.053711
	Iteration 69Q: 3 clusters Score -2.101252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 158863 members 
Entering Unmasked Estep 
Score: -21012534.000000 Penalty: 5953.053711
	Iteration 70Q: 3 clusters Score -2.101253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5953.053711
	Iteration 71Q: 3 clusters Score -2.101252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -21012528.000000 Penalty: 5953.053711
	Iteration 72Q: 3 clusters Score -2.101253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -21012542.000000 Penalty: 5953.053711
	Iteration 73Q: 3 clusters Score -2.101254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -21012550.000000 Penalty: 5953.053711
	Iteration 74Q: 3 clusters Score -2.101255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -21012536.000000 Penalty: 5953.053711
	Iteration 75Q: 3 clusters Score -2.101254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 158998 members 
Entering Unmasked Estep 
Score: -21012546.000000 Penalty: 5953.053711
	Iteration 76Q: 3 clusters Score -2.101255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5953.053711
	Iteration 77Q: 3 clusters Score -2.101252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 159037 members 
Entering Unmasked Estep 
Score: -21012544.000000 Penalty: 5953.053711
	Iteration 78Q: 3 clusters Score -2.101254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -21012550.000000 Penalty: 5953.053711
	Iteration 79Q: 3 clusters Score -2.101255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -21012528.000000 Penalty: 5953.053711
	Iteration 80F: 3 clusters Score -2.101253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 159108 members 
Entering Unmasked Estep 
Score: -21012540.000000 Penalty: 5953.053711
	Iteration 81Q: 3 clusters Score -2.101254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -21012540.000000 Penalty: 5953.053711
	Iteration 82Q: 3 clusters Score -2.101254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -21012532.000000 Penalty: 5953.053711
	Iteration 83Q: 3 clusters Score -2.101253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -21012536.000000 Penalty: 5953.053711
	Iteration 84Q: 3 clusters Score -2.101254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -21012532.000000 Penalty: 5953.053711
	Iteration 85Q: 3 clusters Score -2.101253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -21012534.000000 Penalty: 5953.053711
	Iteration 86Q: 3 clusters Score -2.101253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -21012536.000000 Penalty: 5953.053711
	Iteration 87Q: 3 clusters Score -2.101254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -21012530.000000 Penalty: 5953.053711
	Iteration 88Q: 3 clusters Score -2.101253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -21012530.000000 Penalty: 5953.053711
	Iteration 89Q: 3 clusters Score -2.101253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -21012514.000000 Penalty: 5953.053711
	Iteration 90Q: 3 clusters Score -2.101251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -21012540.000000 Penalty: 5953.053711
	Iteration 91Q: 3 clusters Score -2.101254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -21012540.000000 Penalty: 5953.053711
	Iteration 92Q: 3 clusters Score -2.101254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -21012536.000000 Penalty: 5953.053711
	Iteration 93Q: 3 clusters Score -2.101254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -21012528.000000 Penalty: 5953.053711
	Iteration 94Q: 3 clusters Score -2.101253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5953.053711
	Iteration 95Q: 3 clusters Score -2.101252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5953.053711
	Iteration 96Q: 3 clusters Score -2.101252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -21012520.000000 Penalty: 5953.053711
	Iteration 97Q: 3 clusters Score -2.101252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -21012516.000000 Penalty: 5953.053711
	Iteration 98Q: 3 clusters Score -2.101252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -21012514.000000 Penalty: 5953.053711
	Iteration 99Q: 3 clusters Score -2.101251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -21012532.000000 Penalty: 5953.053711
	Iteration 100F: 3 clusters Score -2.101253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -21012534.000000 Penalty: 5953.053711
	Iteration 101Q: 3 clusters Score -2.101253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -21012528.000000 Penalty: 5953.053711
	Iteration 102Q: 3 clusters Score -2.101253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -21012516.000000 Penalty: 5953.053711
	Iteration 103Q: 3 clusters Score -2.101252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -21012516.000000 Penalty: 5953.053711
	Iteration 104F: 3 clusters Score -2.101252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Entering Unmasked Estep 
Score: -22288054.000000 Penalty: 2988.638428
	Iteration 0F: 2 clusters Score -2.228805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -22176836.000000 Penalty: 5977.276855
	Iteration 0F: 3 clusters Score -2.217684e+07 nChanged 81941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -22224494.000000 Penalty: 5977.276855
	Iteration 1F: 3 clusters Score -2.222449e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -22225474.000000 Penalty: 5977.276855
	Iteration 2Q: 3 clusters Score -2.222547e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -22226396.000000 Penalty: 5977.276855
	Iteration 3Q: 3 clusters Score -2.22264e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -22227330.000000 Penalty: 5977.276855
	Iteration 4Q: 3 clusters Score -2.222733e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -22228900.000000 Penalty: 5977.276855
	Iteration 5Q: 3 clusters Score -2.22289e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -22231304.000000 Penalty: 5977.276855
	Iteration 6Q: 3 clusters Score -2.22313e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -22234856.000000 Penalty: 5977.276855
	Iteration 7Q: 3 clusters Score -2.223486e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -22240632.000000 Penalty: 5977.276855
	Iteration 8F: 3 clusters Score -2.224063e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -22249648.000000 Penalty: 5977.276855
	Iteration 9F: 3 clusters Score -2.224965e+07 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -22261650.000000 Penalty: 5977.276855
	Iteration 10F: 3 clusters Score -2.226165e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -22273898.000000 Penalty: 5977.276855
	Iteration 11F: 3 clusters Score -2.22739e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -22281166.000000 Penalty: 5977.276855
	Iteration 12Q: 3 clusters Score -2.228117e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -22284216.000000 Penalty: 5977.276855
	Iteration 13Q: 3 clusters Score -2.228422e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 170581 members 
Entering Unmasked Estep 
Score: -22284996.000000 Penalty: 5977.276855
	Iteration 14Q: 3 clusters Score -2.2285e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -22285278.000000 Penalty: 5977.276855
	Iteration 15Q: 3 clusters Score -2.228528e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -22285386.000000 Penalty: 5977.276855
	Iteration 16Q: 3 clusters Score -2.228539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 170997 members 
Entering Unmasked Estep 
Score: -22285418.000000 Penalty: 5977.276855
	Iteration 17Q: 3 clusters Score -2.228542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -22285442.000000 Penalty: 5977.276855
	Iteration 18Q: 3 clusters Score -2.228544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -22285440.000000 Penalty: 5977.276855
	Iteration 19Q: 3 clusters Score -2.228544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -22285444.000000 Penalty: 5977.276855
	Iteration 20F: 3 clusters Score -2.228544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -22285448.000000 Penalty: 5977.276855
	Iteration 21Q: 3 clusters Score -2.228545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -22285448.000000 Penalty: 5977.276855
	Iteration 22Q: 3 clusters Score -2.228545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -22285448.000000 Penalty: 5977.276855
	Iteration 23F: 3 clusters Score -2.228545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -96010.796875 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -96010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94163.640625 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -94163.64 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94597.765625 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -94597.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94971.890625 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -94971.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95368.367188 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -95368.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95618.921875 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -95618.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95812.890625 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -95812.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96048.273438 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -96048.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96310.882812 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -96310.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96686.242188 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -96686.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96800.335938 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -96800.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96821.843750 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -96821.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96825.445312 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -96825.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96825.445312 Penalty: 3375.638428
	Iteration 12F: 3 clusters Score -96825.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 166474 members 
Mstep: Class 9 contains 177335 members 
Mstep: Class 10 contains 159036 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 199518 members 
Mstep: Class 13 contains 165949 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 171264 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 32503 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
Score: -166430912.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166431792.000000 to -166430912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (32503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Entering Unmasked Estep 
Score: -3999377.000000 Penalty: 2576.493652
	Iteration 0F: 2 clusters Score -3999377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3977177.250000 Penalty: 5152.987305
	Iteration 0F: 3 clusters Score -3977177 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3985241.500000 Penalty: 5152.987305
	Iteration 1F: 3 clusters Score -3985242 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3985729.000000 Penalty: 5152.987305
	Iteration 2Q: 3 clusters Score -3985729 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3986221.250000 Penalty: 5152.987305
	Iteration 3Q: 3 clusters Score -3986221 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3986787.000000 Penalty: 5152.987305
	Iteration 4Q: 3 clusters Score -3986787 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3987508.250000 Penalty: 5152.987305
	Iteration 5Q: 3 clusters Score -3987508 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3988637.500000 Penalty: 5152.987305
	Iteration 6F: 3 clusters Score -3988638 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3990341.500000 Penalty: 5152.987305
	Iteration 7F: 3 clusters Score -3990342 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3992768.250000 Penalty: 5152.987305
	Iteration 8F: 3 clusters Score -3992768 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3995418.750000 Penalty: 5152.987305
	Iteration 9F: 3 clusters Score -3995419 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3997372.250000 Penalty: 5152.987305
	Iteration 10F: 3 clusters Score -3997372 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3998354.750000 Penalty: 5152.987305
	Iteration 11Q: 3 clusters Score -3998355 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3998752.250000 Penalty: 5152.987305
	Iteration 12Q: 3 clusters Score -3998752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3998883.500000 Penalty: 5152.987305
	Iteration 13Q: 3 clusters Score -3998884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3998936.000000 Penalty: 5152.987305
	Iteration 14Q: 3 clusters Score -3998936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3998946.500000 Penalty: 5152.987305
	Iteration 15Q: 3 clusters Score -3998946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3998964.000000 Penalty: 5152.987305
	Iteration 16Q: 3 clusters Score -3998964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3998961.750000 Penalty: 5152.987305
	Iteration 17Q: 3 clusters Score -3998962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3998962.500000 Penalty: 5152.987305
	Iteration 18Q: 3 clusters Score -3998962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3998963.500000 Penalty: 5152.987305
	Iteration 19Q: 3 clusters Score -3998964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3998967.500000 Penalty: 5152.987305
	Iteration 20F: 3 clusters Score -3998968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3998967.250000 Penalty: 5152.987305
	Iteration 21Q: 3 clusters Score -3998967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3998964.750000 Penalty: 5152.987305
	Iteration 22Q: 3 clusters Score -3998965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3998962.000000 Penalty: 5152.987305
	Iteration 23Q: 3 clusters Score -3998962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3998962.000000 Penalty: 5152.987305
	Iteration 24Q: 3 clusters Score -3998962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3998967.000000 Penalty: 5152.987305
	Iteration 25Q: 3 clusters Score -3998967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3998967.000000 Penalty: 5152.987305
	Iteration 26F: 3 clusters Score -3998967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -181368.562500 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -181368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179141.484375 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -179141.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179820.703125 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -179820.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180173.484375 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -180173.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180550.687500 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -180550.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -180965.453125 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -180965.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -181361.671875 Penalty: 3643.621094
	Iteration 5F: 3 clusters Score -181361.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -181711.859375 Penalty: 3643.621094
	Iteration 6F: 3 clusters Score -181711.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -181903.921875 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -181903.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182017.156250 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -182017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -182057.531250 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -182057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182065.890625 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -182065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182070.250000 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -182070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -182076.640625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -182076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182081.250000 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -182081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -182082.390625 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -182082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -182082.390625 Penalty: 3643.621094
	Iteration 15F: 3 clusters Score -182082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 166474 members 
Mstep: Class 9 contains 177335 members 
Mstep: Class 10 contains 159036 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 12 contains 199518 members 
Mstep: Class 13 contains 165949 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 171264 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 32503 members 
Mstep: Class 20 contains 773 members 
Entering Unmasked Estep 
Score: -166431024.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166431792.000000 to -166431024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 166474 members 
Mstep: Class 9 contains 177335 members 
Mstep: Class 10 contains 159036 members 
Mstep: Class 12 contains 199518 members 
Mstep: Class 13 contains 165949 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 171264 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 32503 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432080.000000 Penalty: 59405.718750
Iteration 119Q: 18 clusters Score -1.664321e+08 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 8542 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11721 members 
Mstep: Class 6 contains 37154 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 166561 members 
Mstep: Class 9 contains 176935 members 
Mstep: Class 10 contains 158872 members 
Mstep: Class 12 contains 199206 members 
Mstep: Class 13 contains 166217 members 
Mstep: Class 16 contains 163561 members 
Mstep: Class 17 contains 171253 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32561 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 120F: 18 clusters Score -1.664324e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11718 members 
Mstep: Class 6 contains 37106 members 
Mstep: Class 7 contains 14991 members 
Mstep: Class 8 contains 166639 members 
Mstep: Class 9 contains 176775 members 
Mstep: Class 10 contains 158661 members 
Mstep: Class 12 contains 198926 members 
Mstep: Class 13 contains 166437 members 
Mstep: Class 16 contains 163862 members 
Mstep: Class 17 contains 171244 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32592 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
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Iteration 121Q: 18 clusters Score -1.664323e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11716 members 
Mstep: Class 6 contains 37045 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 166718 members 
Mstep: Class 9 contains 176603 members 
Mstep: Class 10 contains 158553 members 
Mstep: Class 12 contains 198641 members 
Mstep: Class 13 contains 166570 members 
Mstep: Class 16 contains 164182 members 
Mstep: Class 17 contains 171232 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32633 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
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Iteration 122Q: 18 clusters Score -1.664328e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11709 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 166789 members 
Mstep: Class 9 contains 176462 members 
Mstep: Class 10 contains 158429 members 
Mstep: Class 12 contains 198324 members 
Mstep: Class 13 contains 166680 members 
Mstep: Class 16 contains 164507 members 
Mstep: Class 17 contains 171238 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32676 members 
Mstep: Class 20 contains 1549 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -1.664329e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 36960 members 
Mstep: Class 7 contains 14825 members 
Mstep: Class 8 contains 166896 members 
Mstep: Class 9 contains 176317 members 
Mstep: Class 10 contains 158305 members 
Mstep: Class 12 contains 198081 members 
Mstep: Class 13 contains 166760 members 
Mstep: Class 16 contains 164825 members 
Mstep: Class 17 contains 171201 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32713 members 
Mstep: Class 20 contains 1548 members 
Entering Unmasked Estep 
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Iteration 124Q: 18 clusters Score -1.664331e+08 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 9128 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11712 members 
Mstep: Class 6 contains 36920 members 
Mstep: Class 7 contains 14758 members 
Mstep: Class 8 contains 166995 members 
Mstep: Class 9 contains 176143 members 
Mstep: Class 10 contains 158271 members 
Mstep: Class 12 contains 197818 members 
Mstep: Class 13 contains 166829 members 
Mstep: Class 16 contains 165110 members 
Mstep: Class 17 contains 171165 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32762 members 
Mstep: Class 20 contains 1544 members 
Entering Unmasked Estep 
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Iteration 125Q: 18 clusters Score -1.664331e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 9238 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11712 members 
Mstep: Class 6 contains 36878 members 
Mstep: Class 7 contains 14704 members 
Mstep: Class 8 contains 167094 members 
Mstep: Class 9 contains 176130 members 
Mstep: Class 10 contains 158138 members 
Mstep: Class 12 contains 197524 members 
Mstep: Class 13 contains 166868 members 
Mstep: Class 16 contains 165364 members 
Mstep: Class 17 contains 171150 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 1542 members 
Entering Unmasked Estep 
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Iteration 126Q: 18 clusters Score -1.664336e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11698 members 
Mstep: Class 6 contains 36820 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 167136 members 
Mstep: Class 9 contains 176060 members 
Mstep: Class 10 contains 158028 members 
Mstep: Class 12 contains 197240 members 
Mstep: Class 13 contains 166955 members 
Mstep: Class 16 contains 165599 members 
Mstep: Class 17 contains 171192 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32878 members 
Mstep: Class 20 contains 1541 members 
Entering Unmasked Estep 
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Iteration 127Q: 18 clusters Score -1.664337e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 9464 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11681 members 
Mstep: Class 6 contains 36772 members 
Mstep: Class 7 contains 14606 members 
Mstep: Class 8 contains 167178 members 
Mstep: Class 9 contains 176013 members 
Mstep: Class 10 contains 157903 members 
Mstep: Class 12 contains 196917 members 
Mstep: Class 13 contains 166998 members 
Mstep: Class 16 contains 165888 members 
Mstep: Class 17 contains 171249 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 128Q: 18 clusters Score -1.664337e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 9558 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11660 members 
Mstep: Class 6 contains 36728 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 8 contains 167226 members 
Mstep: Class 9 contains 175968 members 
Mstep: Class 10 contains 157775 members 
Mstep: Class 12 contains 196662 members 
Mstep: Class 13 contains 167040 members 
Mstep: Class 16 contains 166180 members 
Mstep: Class 17 contains 171263 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 32993 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
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Iteration 129Q: 18 clusters Score -1.664336e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 36689 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 167294 members 
Mstep: Class 9 contains 175824 members 
Mstep: Class 10 contains 157672 members 
Mstep: Class 12 contains 196346 members 
Mstep: Class 13 contains 167086 members 
Mstep: Class 16 contains 166551 members 
Mstep: Class 17 contains 171297 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 130Q: 18 clusters Score -1.664336e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 36638 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 8 contains 167355 members 
Mstep: Class 9 contains 175679 members 
Mstep: Class 10 contains 157565 members 
Mstep: Class 12 contains 196052 members 
Mstep: Class 13 contains 167135 members 
Mstep: Class 16 contains 166874 members 
Mstep: Class 17 contains 171356 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33130 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 131Q: 18 clusters Score -1.664332e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 9853 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 14395 members 
Mstep: Class 8 contains 167410 members 
Mstep: Class 9 contains 175532 members 
Mstep: Class 10 contains 157453 members 
Mstep: Class 12 contains 195820 members 
Mstep: Class 13 contains 167140 members 
Mstep: Class 16 contains 167178 members 
Mstep: Class 17 contains 171433 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33179 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
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Iteration 132Q: 18 clusters Score -1.664334e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 9969 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 36548 members 
Mstep: Class 7 contains 14343 members 
Mstep: Class 8 contains 167459 members 
Mstep: Class 9 contains 175447 members 
Mstep: Class 10 contains 157295 members 
Mstep: Class 12 contains 195564 members 
Mstep: Class 13 contains 167148 members 
Mstep: Class 16 contains 167474 members 
Mstep: Class 17 contains 171514 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33219 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
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Iteration 133Q: 18 clusters Score -1.664339e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 36505 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 167507 members 
Mstep: Class 9 contains 175326 members 
Mstep: Class 10 contains 157187 members 
Mstep: Class 12 contains 195388 members 
Mstep: Class 13 contains 167180 members 
Mstep: Class 16 contains 167702 members 
Mstep: Class 17 contains 171551 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33265 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
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Iteration 134Q: 18 clusters Score -1.664341e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 10167 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11613 members 
Mstep: Class 6 contains 36453 members 
Mstep: Class 7 contains 14271 members 
Mstep: Class 8 contains 167546 members 
Mstep: Class 9 contains 175210 members 
Mstep: Class 10 contains 157124 members 
Mstep: Class 12 contains 195242 members 
Mstep: Class 13 contains 167187 members 
Mstep: Class 16 contains 167869 members 
Mstep: Class 17 contains 171607 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33318 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 135Q: 18 clusters Score -1.66434e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 10236 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 36399 members 
Mstep: Class 7 contains 14248 members 
Mstep: Class 8 contains 167566 members 
Mstep: Class 9 contains 175122 members 
Mstep: Class 10 contains 157134 members 
Mstep: Class 12 contains 195113 members 
Mstep: Class 13 contains 167207 members 
Mstep: Class 16 contains 167930 members 
Mstep: Class 17 contains 171672 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33375 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 136Q: 18 clusters Score -1.664343e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 10297 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 36339 members 
Mstep: Class 7 contains 14219 members 
Mstep: Class 8 contains 167594 members 
Mstep: Class 9 contains 175011 members 
Mstep: Class 10 contains 157166 members 
Mstep: Class 12 contains 194983 members 
Mstep: Class 13 contains 167196 members 
Mstep: Class 16 contains 168034 members 
Mstep: Class 17 contains 171719 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33440 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 137Q: 18 clusters Score -1.664344e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 36289 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 167621 members 
Mstep: Class 9 contains 174972 members 
Mstep: Class 10 contains 157203 members 
Mstep: Class 12 contains 194825 members 
Mstep: Class 13 contains 167161 members 
Mstep: Class 16 contains 168145 members 
Mstep: Class 17 contains 171727 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -1.664345e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 10409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11591 members 
Mstep: Class 6 contains 36233 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 8 contains 167641 members 
Mstep: Class 9 contains 174931 members 
Mstep: Class 10 contains 157268 members 
Mstep: Class 12 contains 194663 members 
Mstep: Class 13 contains 167119 members 
Mstep: Class 16 contains 168239 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33573 members 
Mstep: Class 20 contains 1545 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -1.664347e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11592 members 
Mstep: Class 6 contains 36170 members 
Mstep: Class 7 contains 14173 members 
Mstep: Class 8 contains 167662 members 
Mstep: Class 9 contains 174925 members 
Mstep: Class 10 contains 157308 members 
Mstep: Class 12 contains 194494 members 
Mstep: Class 13 contains 167077 members 
Mstep: Class 16 contains 168311 members 
Mstep: Class 17 contains 171785 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33650 members 
Mstep: Class 20 contains 1546 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -1.664345e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 10540 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11590 members 
Mstep: Class 6 contains 36120 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 167697 members 
Mstep: Class 9 contains 174937 members 
Mstep: Class 10 contains 157357 members 
Mstep: Class 12 contains 194338 members 
Mstep: Class 13 contains 167082 members 
Mstep: Class 16 contains 168313 members 
Mstep: Class 17 contains 171786 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33705 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -1.664345e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 10612 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 36084 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 167728 members 
Mstep: Class 9 contains 174999 members 
Mstep: Class 10 contains 157364 members 
Mstep: Class 12 contains 194184 members 
Mstep: Class 13 contains 167066 members 
Mstep: Class 16 contains 168335 members 
Mstep: Class 17 contains 171792 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33744 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -1.664346e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 10662 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11590 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 14081 members 
Mstep: Class 8 contains 167763 members 
Mstep: Class 9 contains 175095 members 
Mstep: Class 10 contains 157391 members 
Mstep: Class 12 contains 193991 members 
Mstep: Class 13 contains 167033 members 
Mstep: Class 16 contains 168366 members 
Mstep: Class 17 contains 171801 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33788 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -1.664345e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 10702 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 36015 members 
Mstep: Class 7 contains 14039 members 
Mstep: Class 8 contains 167796 members 
Mstep: Class 9 contains 175146 members 
Mstep: Class 10 contains 157432 members 
Mstep: Class 12 contains 193836 members 
Mstep: Class 13 contains 166986 members 
Mstep: Class 16 contains 168432 members 
Mstep: Class 17 contains 171815 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33830 members 
Mstep: Class 20 contains 1547 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -1.664348e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 35983 members 
Mstep: Class 7 contains 13989 members 
Mstep: Class 8 contains 167828 members 
Mstep: Class 9 contains 175175 members 
Mstep: Class 10 contains 157507 members 
Mstep: Class 12 contains 193698 members 
Mstep: Class 13 contains 166959 members 
Mstep: Class 16 contains 168468 members 
Mstep: Class 17 contains 171838 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33864 members 
Mstep: Class 20 contains 1549 members 
Entering Unmasked Estep 
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Iteration 145Q: 18 clusters Score -1.664349e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10748 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11558 members 
Mstep: Class 6 contains 35956 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 167838 members 
Mstep: Class 9 contains 175211 members 
Mstep: Class 10 contains 157607 members 
Mstep: Class 12 contains 193593 members 
Mstep: Class 13 contains 166920 members 
Mstep: Class 16 contains 168477 members 
Mstep: Class 17 contains 171852 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33895 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
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Iteration 146Q: 18 clusters Score -1.66435e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 35930 members 
Mstep: Class 7 contains 13907 members 
Mstep: Class 8 contains 167868 members 
Mstep: Class 9 contains 175193 members 
Mstep: Class 10 contains 157718 members 
Mstep: Class 12 contains 193500 members 
Mstep: Class 13 contains 166902 members 
Mstep: Class 16 contains 168496 members 
Mstep: Class 17 contains 171846 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 1552 members 
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Iteration 147Q: 18 clusters Score -1.66435e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 10778 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 6 contains 35913 members 
Mstep: Class 7 contains 13864 members 
Mstep: Class 8 contains 167896 members 
Mstep: Class 9 contains 175183 members 
Mstep: Class 10 contains 157821 members 
Mstep: Class 12 contains 193415 members 
Mstep: Class 13 contains 166937 members 
Mstep: Class 16 contains 168476 members 
Mstep: Class 17 contains 171823 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33956 members 
Mstep: Class 20 contains 1552 members 
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Iteration 148Q: 18 clusters Score -1.664354e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 10793 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 35898 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 167926 members 
Mstep: Class 9 contains 175154 members 
Mstep: Class 10 contains 157926 members 
Mstep: Class 12 contains 193311 members 
Mstep: Class 13 contains 166934 members 
Mstep: Class 16 contains 168511 members 
Mstep: Class 17 contains 171836 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33964 members 
Mstep: Class 20 contains 1552 members 
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Iteration 149Q: 18 clusters Score -1.664355e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 10813 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11534 members 
Mstep: Class 6 contains 35888 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 167950 members 
Mstep: Class 9 contains 175097 members 
Mstep: Class 10 contains 158045 members 
Mstep: Class 12 contains 193243 members 
Mstep: Class 13 contains 166914 members 
Mstep: Class 16 contains 168541 members 
Mstep: Class 17 contains 171835 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33974 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435568.000000 Penalty: 59405.718750
Iteration 150Q: 18 clusters Score -1.664356e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 10828 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11525 members 
Mstep: Class 6 contains 35876 members 
Mstep: Class 7 contains 13727 members 
Mstep: Class 8 contains 167983 members 
Mstep: Class 9 contains 175067 members 
Mstep: Class 10 contains 158155 members 
Mstep: Class 12 contains 193174 members 
Mstep: Class 13 contains 166890 members 
Mstep: Class 16 contains 168562 members 
Mstep: Class 17 contains 171836 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33986 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435728.000000 Penalty: 59405.718750
Iteration 151Q: 18 clusters Score -1.664357e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11524 members 
Mstep: Class 6 contains 35865 members 
Mstep: Class 7 contains 13689 members 
Mstep: Class 8 contains 167992 members 
Mstep: Class 9 contains 175079 members 
Mstep: Class 10 contains 158226 members 
Mstep: Class 12 contains 193111 members 
Mstep: Class 13 contains 166899 members 
Mstep: Class 16 contains 168570 members 
Mstep: Class 17 contains 171822 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33992 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435520.000000 Penalty: 59405.718750
Iteration 152Q: 18 clusters Score -1.664355e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10854 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11522 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 13664 members 
Mstep: Class 8 contains 168002 members 
Mstep: Class 9 contains 175110 members 
Mstep: Class 10 contains 158311 members 
Mstep: Class 12 contains 193053 members 
Mstep: Class 13 contains 166896 members 
Mstep: Class 16 contains 168531 members 
Mstep: Class 17 contains 171813 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33996 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435616.000000 Penalty: 59405.718750
Iteration 153Q: 18 clusters Score -1.664356e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11522 members 
Mstep: Class 6 contains 35860 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 168000 members 
Mstep: Class 9 contains 175128 members 
Mstep: Class 10 contains 158373 members 
Mstep: Class 12 contains 192965 members 
Mstep: Class 13 contains 166888 members 
Mstep: Class 16 contains 168537 members 
Mstep: Class 17 contains 171825 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435280.000000 Penalty: 59405.718750
Iteration 154Q: 18 clusters Score -1.664353e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11512 members 
Mstep: Class 6 contains 35856 members 
Mstep: Class 7 contains 13634 members 
Mstep: Class 8 contains 167989 members 
Mstep: Class 9 contains 175113 members 
Mstep: Class 10 contains 158408 members 
Mstep: Class 12 contains 192924 members 
Mstep: Class 13 contains 166902 members 
Mstep: Class 16 contains 168540 members 
Mstep: Class 17 contains 171849 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34008 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 59405.718750
Iteration 155Q: 18 clusters Score -1.664351e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11505 members 
Mstep: Class 6 contains 35850 members 
Mstep: Class 7 contains 13614 members 
Mstep: Class 8 contains 167986 members 
Mstep: Class 9 contains 175107 members 
Mstep: Class 10 contains 158449 members 
Mstep: Class 12 contains 192878 members 
Mstep: Class 13 contains 166892 members 
Mstep: Class 16 contains 168568 members 
Mstep: Class 17 contains 171865 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435024.000000 Penalty: 59405.718750
Iteration 156Q: 18 clusters Score -1.66435e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11492 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 13586 members 
Mstep: Class 8 contains 168000 members 
Mstep: Class 9 contains 175104 members 
Mstep: Class 10 contains 158475 members 
Mstep: Class 12 contains 192803 members 
Mstep: Class 13 contains 166870 members 
Mstep: Class 16 contains 168624 members 
Mstep: Class 17 contains 171876 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435152.000000 Penalty: 59405.718750
Iteration 157Q: 18 clusters Score -1.664352e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11482 members 
Mstep: Class 6 contains 35848 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 168003 members 
Mstep: Class 9 contains 175061 members 
Mstep: Class 10 contains 158522 members 
Mstep: Class 12 contains 192756 members 
Mstep: Class 13 contains 166871 members 
Mstep: Class 16 contains 168679 members 
Mstep: Class 17 contains 171872 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34004 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435312.000000 Penalty: 59405.718750
Iteration 158Q: 18 clusters Score -1.664353e+08 nChanged 1570
Entering ConstructFrom: 
Score: -166435312.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71372.039062 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -71372.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69697.804688 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -69697.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70283.796875 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -70283.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70616.492188 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -70616.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70793.265625 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -70793.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70967.031250 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -70967.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71080.992188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -71080.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71180.593750 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -71180.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71219.718750 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -71219.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71235.835938 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -71235.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71237.570312 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -71237.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71237.570312 Penalty: 3284.877197
	Iteration 10F: 3 clusters Score -71237.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -560635.750000 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -560635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -556522.000000 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -556522 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -557415.375000 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -557415.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -557596.562500 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -557596.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -557733.000000 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -557733 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -557836.687500 Penalty: 4167.840820
	Iteration 4Q: 3 clusters Score -557836.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -557917.375000 Penalty: 4167.840820
	Iteration 5Q: 3 clusters Score -557917.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -557968.312500 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -557968.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -558006.875000 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -558006.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -558037.750000 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -558037.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -558075.312500 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -558075.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -558113.187500 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -558113.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -558151.187500 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -558151.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -558196.375000 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -558196.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -558232.250000 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -558232.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -558274.687500 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -558274.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -558327.125000 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -558327.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -558390.625000 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -558390.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -558454.062500 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -558454.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -558522.250000 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -558522.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -558578.875000 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -558578.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -558626.687500 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -558626.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -558676.625000 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -558676.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -558735.687500 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -558735.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -558791.187500 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -558791.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -558845.250000 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -558845.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -558884.625000 Penalty: 4167.840820
	Iteration 25Q: 3 clusters Score -558884.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -558917.562500 Penalty: 4167.840820
	Iteration 26Q: 3 clusters Score -558917.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -558943.562500 Penalty: 4167.840820
	Iteration 27Q: 3 clusters Score -558943.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -558960.687500 Penalty: 4167.840820
	Iteration 28Q: 3 clusters Score -558960.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -558975.125000 Penalty: 4167.840820
	Iteration 29Q: 3 clusters Score -558975.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -558986.500000 Penalty: 4167.840820
	Iteration 30Q: 3 clusters Score -558986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -558992.500000 Penalty: 4167.840820
	Iteration 31Q: 3 clusters Score -558992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -558998.000000 Penalty: 4167.840820
	Iteration 32Q: 3 clusters Score -558998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -559006.625000 Penalty: 4167.840820
	Iteration 33Q: 3 clusters Score -559006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -559011.812500 Penalty: 4167.840820
	Iteration 34Q: 3 clusters Score -559011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -559014.750000 Penalty: 4167.840820
	Iteration 35Q: 3 clusters Score -559014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -559014.750000 Penalty: 4167.840820
	Iteration 36F: 3 clusters Score -559014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1408022.500000 Penalty: 2306.988281
	Iteration 0F: 2 clusters Score -1408022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1399749.875000 Penalty: 4613.976562
	Iteration 0F: 3 clusters Score -1399750 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1402239.875000 Penalty: 4613.976562
	Iteration 1F: 3 clusters Score -1402240 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1402592.875000 Penalty: 4613.976562
	Iteration 2F: 3 clusters Score -1402593 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1402902.250000 Penalty: 4613.976562
	Iteration 3F: 3 clusters Score -1402902 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1403220.250000 Penalty: 4613.976562
	Iteration 4Q: 3 clusters Score -1403220 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1403560.250000 Penalty: 4613.976562
	Iteration 5Q: 3 clusters Score -1403560 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1403922.125000 Penalty: 4613.976562
	Iteration 6Q: 3 clusters Score -1403922 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1404278.625000 Penalty: 4613.976562
	Iteration 7F: 3 clusters Score -1404279 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1404628.125000 Penalty: 4613.976562
	Iteration 8F: 3 clusters Score -1404628 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1405021.500000 Penalty: 4613.976562
	Iteration 9F: 3 clusters Score -1405022 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1405392.000000 Penalty: 4613.976562
	Iteration 10Q: 3 clusters Score -1405392 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1405733.375000 Penalty: 4613.976562
	Iteration 11Q: 3 clusters Score -1405733 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1405976.500000 Penalty: 4613.976562
	Iteration 12Q: 3 clusters Score -1405976 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1406156.375000 Penalty: 4613.976562
	Iteration 13Q: 3 clusters Score -1406156 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1406273.000000 Penalty: 4613.976562
	Iteration 14Q: 3 clusters Score -1406273 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1406364.500000 Penalty: 4613.976562
	Iteration 15Q: 3 clusters Score -1406364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1406436.625000 Penalty: 4613.976562
	Iteration 16Q: 3 clusters Score -1406437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1406496.500000 Penalty: 4613.976562
	Iteration 17Q: 3 clusters Score -1406496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1406536.625000 Penalty: 4613.976562
	Iteration 18Q: 3 clusters Score -1406537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1406562.625000 Penalty: 4613.976562
	Iteration 19Q: 3 clusters Score -1406563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1406584.125000 Penalty: 4613.976562
	Iteration 20F: 3 clusters Score -1406584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1406606.500000 Penalty: 4613.976562
	Iteration 21Q: 3 clusters Score -1406606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1406621.625000 Penalty: 4613.976562
	Iteration 22Q: 3 clusters Score -1406622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1406640.875000 Penalty: 4613.976562
	Iteration 23Q: 3 clusters Score -1406641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1406652.750000 Penalty: 4613.976562
	Iteration 24Q: 3 clusters Score -1406653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1406664.375000 Penalty: 4613.976562
	Iteration 25Q: 3 clusters Score -1406664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1406665.625000 Penalty: 4613.976562
	Iteration 26Q: 3 clusters Score -1406666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1406674.125000 Penalty: 4613.976562
	Iteration 27Q: 3 clusters Score -1406674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1406679.750000 Penalty: 4613.976562
	Iteration 28Q: 3 clusters Score -1406680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1406682.250000 Penalty: 4613.976562
	Iteration 29Q: 3 clusters Score -1406682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1406684.125000 Penalty: 4613.976562
	Iteration 30Q: 3 clusters Score -1406684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1406690.500000 Penalty: 4613.976562
	Iteration 31Q: 3 clusters Score -1406690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1406686.375000 Penalty: 4613.976562
	Iteration 32Q: 3 clusters Score -1406686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1406688.000000 Penalty: 4613.976562
	Iteration 33Q: 3 clusters Score -1406688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1406687.875000 Penalty: 4613.976562
	Iteration 34Q: 3 clusters Score -1406688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1406689.625000 Penalty: 4613.976562
	Iteration 35Q: 3 clusters Score -1406690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1406687.750000 Penalty: 4613.976562
	Iteration 36Q: 3 clusters Score -1406688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1406687.750000 Penalty: 4613.976562
	Iteration 37F: 3 clusters Score -1406688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136226.218750 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136226.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136822.000000 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137276.390625 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137276.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137599.140625 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137599.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -137896.281250 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -137896.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -138233.656250 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -138233.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138409.890625 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -138409.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138567.796875 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -138567.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138738.687500 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -138738.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138965.875000 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -138965.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139284.484375 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -139284.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139308.937500 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -139308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139311.968750 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -139312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139313.843750 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -139313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139316.734375 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -139316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139319.671875 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -139319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139324.812500 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -139324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139329.156250 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -139329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139334.015625 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -139334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -139338.140625 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -139338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139347.203125 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -139347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -139361.375000 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -139361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139395.312500 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -139395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139447.937500 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -139447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139485.328125 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -139485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139490.953125 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -139491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139492.703125 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -139492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139492.703125 Penalty: 3552.549072
	Iteration 27F: 3 clusters Score -139492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 35854 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 167995 members 
Mstep: Class 9 contains 175055 members 
Mstep: Class 10 contains 158578 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 192687 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 16 contains 168687 members 
Mstep: Class 17 contains 171885 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
Score: -166435088.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166435312.000000 to -166435088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1412330.500000 Penalty: 2318.199219
	Iteration 0F: 2 clusters Score -1412330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1403687.375000 Penalty: 4636.398438
	Iteration 0F: 3 clusters Score -1403687 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1406428.000000 Penalty: 4636.398438
	Iteration 1F: 3 clusters Score -1406428 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1406872.875000 Penalty: 4636.398438
	Iteration 2F: 3 clusters Score -1406873 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1407294.000000 Penalty: 4636.398438
	Iteration 3F: 3 clusters Score -1407294 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1407689.125000 Penalty: 4636.398438
	Iteration 4F: 3 clusters Score -1407689 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1408001.125000 Penalty: 4636.398438
	Iteration 5F: 3 clusters Score -1408001 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1408283.000000 Penalty: 4636.398438
	Iteration 6Q: 3 clusters Score -1408283 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1408514.625000 Penalty: 4636.398438
	Iteration 7Q: 3 clusters Score -1408515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1408749.625000 Penalty: 4636.398438
	Iteration 8Q: 3 clusters Score -1408750 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1408983.000000 Penalty: 4636.398438
	Iteration 9Q: 3 clusters Score -1408983 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1409209.375000 Penalty: 4636.398438
	Iteration 10Q: 3 clusters Score -1409209 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1409432.250000 Penalty: 4636.398438
	Iteration 11Q: 3 clusters Score -1409432 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1409695.500000 Penalty: 4636.398438
	Iteration 12Q: 3 clusters Score -1409696 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1409972.625000 Penalty: 4636.398438
	Iteration 13Q: 3 clusters Score -1409973 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1410219.375000 Penalty: 4636.398438
	Iteration 14Q: 3 clusters Score -1410219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1410379.875000 Penalty: 4636.398438
	Iteration 15Q: 3 clusters Score -1410380 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1410532.125000 Penalty: 4636.398438
	Iteration 16Q: 3 clusters Score -1410532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1410653.500000 Penalty: 4636.398438
	Iteration 17Q: 3 clusters Score -1410654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1410731.250000 Penalty: 4636.398438
	Iteration 18Q: 3 clusters Score -1410731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1410792.125000 Penalty: 4636.398438
	Iteration 19Q: 3 clusters Score -1410792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1410842.375000 Penalty: 4636.398438
	Iteration 20F: 3 clusters Score -1410842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1410873.875000 Penalty: 4636.398438
	Iteration 21Q: 3 clusters Score -1410874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1410905.875000 Penalty: 4636.398438
	Iteration 22Q: 3 clusters Score -1410906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1410927.625000 Penalty: 4636.398438
	Iteration 23Q: 3 clusters Score -1410928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1410952.625000 Penalty: 4636.398438
	Iteration 24Q: 3 clusters Score -1410953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1410978.625000 Penalty: 4636.398438
	Iteration 25Q: 3 clusters Score -1410979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1411001.750000 Penalty: 4636.398438
	Iteration 26Q: 3 clusters Score -1411002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1411020.000000 Penalty: 4636.398438
	Iteration 27Q: 3 clusters Score -1411020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1411040.250000 Penalty: 4636.398438
	Iteration 28Q: 3 clusters Score -1411040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1411054.750000 Penalty: 4636.398438
	Iteration 29Q: 3 clusters Score -1411055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1411071.250000 Penalty: 4636.398438
	Iteration 30Q: 3 clusters Score -1411071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1411089.000000 Penalty: 4636.398438
	Iteration 31Q: 3 clusters Score -1411089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1411114.250000 Penalty: 4636.398438
	Iteration 32Q: 3 clusters Score -1411114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1411136.875000 Penalty: 4636.398438
	Iteration 33Q: 3 clusters Score -1411137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1411149.125000 Penalty: 4636.398438
	Iteration 34Q: 3 clusters Score -1411149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1411157.750000 Penalty: 4636.398438
	Iteration 35Q: 3 clusters Score -1411158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1411174.375000 Penalty: 4636.398438
	Iteration 36Q: 3 clusters Score -1411174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1411187.500000 Penalty: 4636.398438
	Iteration 37Q: 3 clusters Score -1411188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1411200.375000 Penalty: 4636.398438
	Iteration 38Q: 3 clusters Score -1411200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1411216.750000 Penalty: 4636.398438
	Iteration 39Q: 3 clusters Score -1411217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1411223.750000 Penalty: 4636.398438
	Iteration 40F: 3 clusters Score -1411224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1411233.250000 Penalty: 4636.398438
	Iteration 41Q: 3 clusters Score -1411233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1411235.875000 Penalty: 4636.398438
	Iteration 42Q: 3 clusters Score -1411236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1411239.750000 Penalty: 4636.398438
	Iteration 43Q: 3 clusters Score -1411240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1411241.500000 Penalty: 4636.398438
	Iteration 44Q: 3 clusters Score -1411242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1411242.375000 Penalty: 4636.398438
	Iteration 45Q: 3 clusters Score -1411242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1411241.500000 Penalty: 4636.398438
	Iteration 46Q: 3 clusters Score -1411242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1411243.125000 Penalty: 4636.398438
	Iteration 47Q: 3 clusters Score -1411243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1411240.875000 Penalty: 4636.398438
	Iteration 48Q: 3 clusters Score -1411241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1411243.750000 Penalty: 4636.398438
	Iteration 49Q: 3 clusters Score -1411244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1411244.250000 Penalty: 4636.398438
	Iteration 50Q: 3 clusters Score -1411244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1411247.750000 Penalty: 4636.398438
	Iteration 51Q: 3 clusters Score -1411248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1411248.125000 Penalty: 4636.398438
	Iteration 52Q: 3 clusters Score -1411248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1411253.500000 Penalty: 4636.398438
	Iteration 53Q: 3 clusters Score -1411254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1411256.500000 Penalty: 4636.398438
	Iteration 54Q: 3 clusters Score -1411256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1411257.750000 Penalty: 4636.398438
	Iteration 55Q: 3 clusters Score -1411258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1411261.375000 Penalty: 4636.398438
	Iteration 56Q: 3 clusters Score -1411261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1411259.000000 Penalty: 4636.398438
	Iteration 57Q: 3 clusters Score -1411259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1411260.000000 Penalty: 4636.398438
	Iteration 58Q: 3 clusters Score -1411260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1411260.500000 Penalty: 4636.398438
	Iteration 59Q: 3 clusters Score -1411260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1411264.625000 Penalty: 4636.398438
	Iteration 60F: 3 clusters Score -1411265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1411262.750000 Penalty: 4636.398438
	Iteration 61Q: 3 clusters Score -1411263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1411269.500000 Penalty: 4636.398438
	Iteration 62Q: 3 clusters Score -1411270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1411270.750000 Penalty: 4636.398438
	Iteration 63Q: 3 clusters Score -1411271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1411271.250000 Penalty: 4636.398438
	Iteration 64Q: 3 clusters Score -1411271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1411270.875000 Penalty: 4636.398438
	Iteration 65Q: 3 clusters Score -1411271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1411270.875000 Penalty: 4636.398438
	Iteration 66F: 3 clusters Score -1411271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Entering Unmasked Estep 
Score: -4544958.000000 Penalty: 2600.828125
	Iteration 0F: 2 clusters Score -4544958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4520548.500000 Penalty: 5201.656250
	Iteration 0F: 3 clusters Score -4520548 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4529470.000000 Penalty: 5201.656250
	Iteration 1F: 3 clusters Score -4529470 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4529843.500000 Penalty: 5201.656250
	Iteration 2Q: 3 clusters Score -4529844 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4530158.500000 Penalty: 5201.656250
	Iteration 3Q: 3 clusters Score -4530158 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4530409.500000 Penalty: 5201.656250
	Iteration 4Q: 3 clusters Score -4530410 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4530671.500000 Penalty: 5201.656250
	Iteration 5Q: 3 clusters Score -4530672 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4530945.000000 Penalty: 5201.656250
	Iteration 6Q: 3 clusters Score -4530945 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4531270.500000 Penalty: 5201.656250
	Iteration 7Q: 3 clusters Score -4531270 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -4531743.500000 Penalty: 5201.656250
	Iteration 8Q: 3 clusters Score -4531744 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4532437.500000 Penalty: 5201.656250
	Iteration 9Q: 3 clusters Score -4532438 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -4533608.000000 Penalty: 5201.656250
	Iteration 10F: 3 clusters Score -4533608 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4535445.000000 Penalty: 5201.656250
	Iteration 11F: 3 clusters Score -4535445 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4537643.000000 Penalty: 5201.656250
	Iteration 12F: 3 clusters Score -4537643 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4539619.500000 Penalty: 5201.656250
	Iteration 13F: 3 clusters Score -4539620 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4540952.000000 Penalty: 5201.656250
	Iteration 14Q: 3 clusters Score -4540952 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4541704.000000 Penalty: 5201.656250
	Iteration 15Q: 3 clusters Score -4541704 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4542101.000000 Penalty: 5201.656250
	Iteration 16Q: 3 clusters Score -4542101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4542337.500000 Penalty: 5201.656250
	Iteration 17Q: 3 clusters Score -4542338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4542436.000000 Penalty: 5201.656250
	Iteration 18Q: 3 clusters Score -4542436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4542496.500000 Penalty: 5201.656250
	Iteration 19Q: 3 clusters Score -4542496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4542560.000000 Penalty: 5201.656250
	Iteration 20F: 3 clusters Score -4542560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4542616.500000 Penalty: 5201.656250
	Iteration 21Q: 3 clusters Score -4542616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4542656.500000 Penalty: 5201.656250
	Iteration 22Q: 3 clusters Score -4542656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4542679.500000 Penalty: 5201.656250
	Iteration 23Q: 3 clusters Score -4542680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4542691.000000 Penalty: 5201.656250
	Iteration 24Q: 3 clusters Score -4542691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4542705.000000 Penalty: 5201.656250
	Iteration 25Q: 3 clusters Score -4542705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4542715.000000 Penalty: 5201.656250
	Iteration 26Q: 3 clusters Score -4542715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4542732.000000 Penalty: 5201.656250
	Iteration 27Q: 3 clusters Score -4542732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4542741.000000 Penalty: 5201.656250
	Iteration 28Q: 3 clusters Score -4542741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4542749.500000 Penalty: 5201.656250
	Iteration 29Q: 3 clusters Score -4542750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4542752.500000 Penalty: 5201.656250
	Iteration 30Q: 3 clusters Score -4542752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4542755.000000 Penalty: 5201.656250
	Iteration 31Q: 3 clusters Score -4542755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4542757.000000 Penalty: 5201.656250
	Iteration 32Q: 3 clusters Score -4542757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4542754.000000 Penalty: 5201.656250
	Iteration 33Q: 3 clusters Score -4542754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4542761.500000 Penalty: 5201.656250
	Iteration 34Q: 3 clusters Score -4542762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4542758.000000 Penalty: 5201.656250
	Iteration 35Q: 3 clusters Score -4542758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4542763.000000 Penalty: 5201.656250
	Iteration 36Q: 3 clusters Score -4542763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4542766.000000 Penalty: 5201.656250
	Iteration 37Q: 3 clusters Score -4542766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4542766.000000 Penalty: 5201.656250
	Iteration 38Q: 3 clusters Score -4542766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4542766.000000 Penalty: 5201.656250
	Iteration 39Q: 3 clusters Score -4542766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4542769.500000 Penalty: 5201.656250
	Iteration 40F: 3 clusters Score -4542770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Entering Unmasked Estep 
Score: -1745336.500000 Penalty: 2359.616943
	Iteration 0F: 2 clusters Score -1745336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1735415.750000 Penalty: 4719.233887
	Iteration 0F: 3 clusters Score -1735416 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1738534.750000 Penalty: 4719.233887
	Iteration 1F: 3 clusters Score -1738535 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1738875.250000 Penalty: 4719.233887
	Iteration 2F: 3 clusters Score -1738875 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1739175.250000 Penalty: 4719.233887
	Iteration 3Q: 3 clusters Score -1739175 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1739450.000000 Penalty: 4719.233887
	Iteration 4Q: 3 clusters Score -1739450 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1739722.750000 Penalty: 4719.233887
	Iteration 5Q: 3 clusters Score -1739723 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1739989.500000 Penalty: 4719.233887
	Iteration 6Q: 3 clusters Score -1739990 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1740263.750000 Penalty: 4719.233887
	Iteration 7Q: 3 clusters Score -1740264 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1740523.750000 Penalty: 4719.233887
	Iteration 8Q: 3 clusters Score -1740524 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1740810.875000 Penalty: 4719.233887
	Iteration 9Q: 3 clusters Score -1740811 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1741123.125000 Penalty: 4719.233887
	Iteration 10Q: 3 clusters Score -1741123 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1741478.625000 Penalty: 4719.233887
	Iteration 11Q: 3 clusters Score -1741479 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1741865.750000 Penalty: 4719.233887
	Iteration 12Q: 3 clusters Score -1741866 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1742274.375000 Penalty: 4719.233887
	Iteration 13Q: 3 clusters Score -1742274 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1742647.875000 Penalty: 4719.233887
	Iteration 14Q: 3 clusters Score -1742648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1742923.375000 Penalty: 4719.233887
	Iteration 15Q: 3 clusters Score -1742923 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1743099.500000 Penalty: 4719.233887
	Iteration 16Q: 3 clusters Score -1743100 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1743236.250000 Penalty: 4719.233887
	Iteration 17Q: 3 clusters Score -1743236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1743342.250000 Penalty: 4719.233887
	Iteration 18Q: 3 clusters Score -1743342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1743418.375000 Penalty: 4719.233887
	Iteration 19Q: 3 clusters Score -1743418 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1743488.625000 Penalty: 4719.233887
	Iteration 20F: 3 clusters Score -1743489 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1743546.500000 Penalty: 4719.233887
	Iteration 21Q: 3 clusters Score -1743546 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1743600.875000 Penalty: 4719.233887
	Iteration 22Q: 3 clusters Score -1743601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1743647.000000 Penalty: 4719.233887
	Iteration 23Q: 3 clusters Score -1743647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1743684.000000 Penalty: 4719.233887
	Iteration 24Q: 3 clusters Score -1743684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1743711.500000 Penalty: 4719.233887
	Iteration 25Q: 3 clusters Score -1743712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1743736.125000 Penalty: 4719.233887
	Iteration 26Q: 3 clusters Score -1743736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1743762.250000 Penalty: 4719.233887
	Iteration 27Q: 3 clusters Score -1743762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1743782.500000 Penalty: 4719.233887
	Iteration 28Q: 3 clusters Score -1743782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1743799.000000 Penalty: 4719.233887
	Iteration 29Q: 3 clusters Score -1743799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1743814.125000 Penalty: 4719.233887
	Iteration 30Q: 3 clusters Score -1743814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1743829.500000 Penalty: 4719.233887
	Iteration 31Q: 3 clusters Score -1743830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1743833.125000 Penalty: 4719.233887
	Iteration 32Q: 3 clusters Score -1743833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1743840.000000 Penalty: 4719.233887
	Iteration 33Q: 3 clusters Score -1743840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1743848.375000 Penalty: 4719.233887
	Iteration 34Q: 3 clusters Score -1743848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1743856.000000 Penalty: 4719.233887
	Iteration 35Q: 3 clusters Score -1743856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1743860.625000 Penalty: 4719.233887
	Iteration 36Q: 3 clusters Score -1743861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1743864.125000 Penalty: 4719.233887
	Iteration 37Q: 3 clusters Score -1743864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1743863.875000 Penalty: 4719.233887
	Iteration 38Q: 3 clusters Score -1743864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1743870.000000 Penalty: 4719.233887
	Iteration 39Q: 3 clusters Score -1743870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1743869.375000 Penalty: 4719.233887
	Iteration 40F: 3 clusters Score -1743869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1743877.000000 Penalty: 4719.233887
	Iteration 41Q: 3 clusters Score -1743877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1743879.125000 Penalty: 4719.233887
	Iteration 42Q: 3 clusters Score -1743879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1743880.250000 Penalty: 4719.233887
	Iteration 43Q: 3 clusters Score -1743880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1743881.000000 Penalty: 4719.233887
	Iteration 44Q: 3 clusters Score -1743881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1743880.750000 Penalty: 4719.233887
	Iteration 45Q: 3 clusters Score -1743881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1743882.000000 Penalty: 4719.233887
	Iteration 46Q: 3 clusters Score -1743882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1743882.000000 Penalty: 4719.233887
	Iteration 47F: 3 clusters Score -1743882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Entering Unmasked Estep 
Score: -21719996.000000 Penalty: 2983.859131
	Iteration 0F: 2 clusters Score -2.172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -21610522.000000 Penalty: 5967.718262
	Iteration 0F: 3 clusters Score -2.161052e+07 nChanged 80524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -21657672.000000 Penalty: 5967.718262
	Iteration 1F: 3 clusters Score -2.165767e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -21659526.000000 Penalty: 5967.718262
	Iteration 2Q: 3 clusters Score -2.165953e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -21662796.000000 Penalty: 5967.718262
	Iteration 3Q: 3 clusters Score -2.16628e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -21668324.000000 Penalty: 5967.718262
	Iteration 4F: 3 clusters Score -2.166832e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -21677492.000000 Penalty: 5967.718262
	Iteration 5F: 3 clusters Score -2.167749e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 128369 members 
Entering Unmasked Estep 
Score: -21689040.000000 Penalty: 5967.718262
	Iteration 6F: 3 clusters Score -2.168904e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -21700332.000000 Penalty: 5967.718262
	Iteration 7F: 3 clusters Score -2.170033e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 144584 members 
Entering Unmasked Estep 
Score: -21708444.000000 Penalty: 5967.718262
	Iteration 8Q: 3 clusters Score -2.170844e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -21712436.000000 Penalty: 5967.718262
	Iteration 9Q: 3 clusters Score -2.171244e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 149463 members 
Entering Unmasked Estep 
Score: -21714152.000000 Penalty: 5967.718262
	Iteration 10Q: 3 clusters Score -2.171415e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -21715066.000000 Penalty: 5967.718262
	Iteration 11Q: 3 clusters Score -2.171507e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -21715792.000000 Penalty: 5967.718262
	Iteration 12Q: 3 clusters Score -2.171579e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 153414 members 
Entering Unmasked Estep 
Score: -21716308.000000 Penalty: 5967.718262
	Iteration 13Q: 3 clusters Score -2.171631e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -21716746.000000 Penalty: 5967.718262
	Iteration 14Q: 3 clusters Score -2.171675e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 155443 members 
Entering Unmasked Estep 
Score: -21717018.000000 Penalty: 5967.718262
	Iteration 15Q: 3 clusters Score -2.171702e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -21717354.000000 Penalty: 5967.718262
	Iteration 16Q: 3 clusters Score -2.171735e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -21717612.000000 Penalty: 5967.718262
	Iteration 17Q: 3 clusters Score -2.171761e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -21717710.000000 Penalty: 5967.718262
	Iteration 18Q: 3 clusters Score -2.171771e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -21717872.000000 Penalty: 5967.718262
	Iteration 19Q: 3 clusters Score -2.171787e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -21718018.000000 Penalty: 5967.718262
	Iteration 20F: 3 clusters Score -2.171802e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
Score: -21718178.000000 Penalty: 5967.718262
	Iteration 21Q: 3 clusters Score -2.171818e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 160364 members 
Entering Unmasked Estep 
Score: -21718144.000000 Penalty: 5967.718262
	Iteration 22Q: 3 clusters Score -2.171814e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -21718244.000000 Penalty: 5967.718262
	Iteration 23Q: 3 clusters Score -2.171824e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 161228 members 
Entering Unmasked Estep 
Score: -21718318.000000 Penalty: 5967.718262
	Iteration 24Q: 3 clusters Score -2.171832e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -21718370.000000 Penalty: 5967.718262
	Iteration 25Q: 3 clusters Score -2.171837e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -21718444.000000 Penalty: 5967.718262
	Iteration 26Q: 3 clusters Score -2.171844e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -21718482.000000 Penalty: 5967.718262
	Iteration 27Q: 3 clusters Score -2.171848e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -21718498.000000 Penalty: 5967.718262
	Iteration 28Q: 3 clusters Score -2.17185e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -21718502.000000 Penalty: 5967.718262
	Iteration 29Q: 3 clusters Score -2.17185e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 162832 members 
Entering Unmasked Estep 
Score: -21718538.000000 Penalty: 5967.718262
	Iteration 30Q: 3 clusters Score -2.171854e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -21718584.000000 Penalty: 5967.718262
	Iteration 31Q: 3 clusters Score -2.171858e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -21718642.000000 Penalty: 5967.718262
	Iteration 32Q: 3 clusters Score -2.171864e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -21718668.000000 Penalty: 5967.718262
	Iteration 33Q: 3 clusters Score -2.171867e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -21718666.000000 Penalty: 5967.718262
	Iteration 34Q: 3 clusters Score -2.171867e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 163594 members 
Entering Unmasked Estep 
Score: -21718624.000000 Penalty: 5967.718262
	Iteration 35Q: 3 clusters Score -2.171862e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -21718662.000000 Penalty: 5967.718262
	Iteration 36Q: 3 clusters Score -2.171866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -21718698.000000 Penalty: 5967.718262
	Iteration 37Q: 3 clusters Score -2.17187e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -21718698.000000 Penalty: 5967.718262
	Iteration 38Q: 3 clusters Score -2.17187e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -21718750.000000 Penalty: 5967.718262
	Iteration 39Q: 3 clusters Score -2.171875e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -21718762.000000 Penalty: 5967.718262
	Iteration 40F: 3 clusters Score -2.171876e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -21718782.000000 Penalty: 5967.718262
	Iteration 41Q: 3 clusters Score -2.171878e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -21718764.000000 Penalty: 5967.718262
	Iteration 42Q: 3 clusters Score -2.171876e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -21718730.000000 Penalty: 5967.718262
	Iteration 43Q: 3 clusters Score -2.171873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -21718702.000000 Penalty: 5967.718262
	Iteration 44Q: 3 clusters Score -2.17187e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -21718686.000000 Penalty: 5967.718262
	Iteration 45Q: 3 clusters Score -2.171869e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -21718694.000000 Penalty: 5967.718262
	Iteration 46Q: 3 clusters Score -2.171869e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -21718694.000000 Penalty: 5967.718262
	Iteration 47Q: 3 clusters Score -2.171869e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -21718686.000000 Penalty: 5967.718262
	Iteration 48Q: 3 clusters Score -2.171869e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -21718668.000000 Penalty: 5967.718262
	Iteration 49Q: 3 clusters Score -2.171867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -21718676.000000 Penalty: 5967.718262
	Iteration 50Q: 3 clusters Score -2.171868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -21718686.000000 Penalty: 5967.718262
	Iteration 51Q: 3 clusters Score -2.171869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -21718704.000000 Penalty: 5967.718262
	Iteration 52Q: 3 clusters Score -2.17187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -21718706.000000 Penalty: 5967.718262
	Iteration 53Q: 3 clusters Score -2.171871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -21718700.000000 Penalty: 5967.718262
	Iteration 54Q: 3 clusters Score -2.17187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -21718694.000000 Penalty: 5967.718262
	Iteration 55Q: 3 clusters Score -2.171869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -21718690.000000 Penalty: 5967.718262
	Iteration 56Q: 3 clusters Score -2.171869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -21718700.000000 Penalty: 5967.718262
	Iteration 57Q: 3 clusters Score -2.17187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21718670.000000 Penalty: 5967.718262
	Iteration 58Q: 3 clusters Score -2.171867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -21718676.000000 Penalty: 5967.718262
	Iteration 59Q: 3 clusters Score -2.171868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -21718680.000000 Penalty: 5967.718262
	Iteration 60F: 3 clusters Score -2.171868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -21718686.000000 Penalty: 5967.718262
	Iteration 61Q: 3 clusters Score -2.171869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -21718690.000000 Penalty: 5967.718262
	Iteration 62Q: 3 clusters Score -2.171869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -21718692.000000 Penalty: 5967.718262
	Iteration 63Q: 3 clusters Score -2.171869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -21718696.000000 Penalty: 5967.718262
	Iteration 64Q: 3 clusters Score -2.17187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -21718688.000000 Penalty: 5967.718262
	Iteration 65Q: 3 clusters Score -2.171869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -21718688.000000 Penalty: 5967.718262
	Iteration 66F: 3 clusters Score -2.171869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175055 members 
Entering Unmasked Estep 
Score: -22621030.000000 Penalty: 2994.068115
	Iteration 0F: 2 clusters Score -2.262103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -22506440.000000 Penalty: 5988.136230
	Iteration 0F: 3 clusters Score -2.250644e+07 nChanged 83830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -22555776.000000 Penalty: 5988.136230
	Iteration 1F: 3 clusters Score -2.255578e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -22557192.000000 Penalty: 5988.136230
	Iteration 2Q: 3 clusters Score -2.255719e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -22559916.000000 Penalty: 5988.136230
	Iteration 3Q: 3 clusters Score -2.255992e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -22565124.000000 Penalty: 5988.136230
	Iteration 4F: 3 clusters Score -2.256512e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -22574686.000000 Penalty: 5988.136230
	Iteration 5F: 3 clusters Score -2.257469e+07 nChanged 16136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -22589010.000000 Penalty: 5988.136230
	Iteration 6F: 3 clusters Score -2.258901e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -22604470.000000 Penalty: 5988.136230
	Iteration 7F: 3 clusters Score -2.260447e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -22613878.000000 Penalty: 5988.136230
	Iteration 8F: 3 clusters Score -2.261388e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -22617130.000000 Penalty: 5988.136230
	Iteration 9Q: 3 clusters Score -2.261713e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -22618064.000000 Penalty: 5988.136230
	Iteration 10Q: 3 clusters Score -2.261806e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -22618392.000000 Penalty: 5988.136230
	Iteration 11Q: 3 clusters Score -2.261839e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -22618562.000000 Penalty: 5988.136230
	Iteration 12Q: 3 clusters Score -2.261856e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 174576 members 
Entering Unmasked Estep 
Score: -22618648.000000 Penalty: 5988.136230
	Iteration 13Q: 3 clusters Score -2.261865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174617 members 
Entering Unmasked Estep 
Score: -22618710.000000 Penalty: 5988.136230
	Iteration 14Q: 3 clusters Score -2.261871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -22618742.000000 Penalty: 5988.136230
	Iteration 15Q: 3 clusters Score -2.261874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -22618750.000000 Penalty: 5988.136230
	Iteration 16Q: 3 clusters Score -2.261875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -22618772.000000 Penalty: 5988.136230
	Iteration 17Q: 3 clusters Score -2.261877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -22618780.000000 Penalty: 5988.136230
	Iteration 18Q: 3 clusters Score -2.261878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -22618804.000000 Penalty: 5988.136230
	Iteration 19Q: 3 clusters Score -2.26188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -22618802.000000 Penalty: 5988.136230
	Iteration 20F: 3 clusters Score -2.26188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -22618792.000000 Penalty: 5988.136230
	Iteration 21Q: 3 clusters Score -2.261879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -22618800.000000 Penalty: 5988.136230
	Iteration 22Q: 3 clusters Score -2.26188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -22618802.000000 Penalty: 5988.136230
	Iteration 23Q: 3 clusters Score -2.26188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -22618804.000000 Penalty: 5988.136230
	Iteration 24Q: 3 clusters Score -2.26188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22618812.000000 Penalty: 5988.136230
	Iteration 25Q: 3 clusters Score -2.261881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -22618816.000000 Penalty: 5988.136230
	Iteration 26Q: 3 clusters Score -2.261882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -22618806.000000 Penalty: 5988.136230
	Iteration 27Q: 3 clusters Score -2.261881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -22618808.000000 Penalty: 5988.136230
	Iteration 28Q: 3 clusters Score -2.261881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -22618818.000000 Penalty: 5988.136230
	Iteration 29Q: 3 clusters Score -2.261882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -22618818.000000 Penalty: 5988.136230
	Iteration 30F: 3 clusters Score -2.261882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Entering Unmasked Estep 
Score: -20353752.000000 Penalty: 2969.552490
	Iteration 0F: 2 clusters Score -2.035375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -20248470.000000 Penalty: 5939.104980
	Iteration 0F: 3 clusters Score -2.024847e+07 nChanged 75450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -20291982.000000 Penalty: 5939.104980
	Iteration 1F: 3 clusters Score -2.029198e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -20293184.000000 Penalty: 5939.104980
	Iteration 2Q: 3 clusters Score -2.029318e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -20294580.000000 Penalty: 5939.104980
	Iteration 3Q: 3 clusters Score -2.029458e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -20296274.000000 Penalty: 5939.104980
	Iteration 4Q: 3 clusters Score -2.029627e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5939.104980
	Iteration 5Q: 3 clusters Score -2.029887e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -20302530.000000 Penalty: 5939.104980
	Iteration 6Q: 3 clusters Score -2.030253e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -20307954.000000 Penalty: 5939.104980
	Iteration 7F: 3 clusters Score -2.030795e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -20314740.000000 Penalty: 5939.104980
	Iteration 8F: 3 clusters Score -2.031474e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -20321730.000000 Penalty: 5939.104980
	Iteration 9F: 3 clusters Score -2.032173e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -20326870.000000 Penalty: 5939.104980
	Iteration 10F: 3 clusters Score -2.032687e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -20329696.000000 Penalty: 5939.104980
	Iteration 11Q: 3 clusters Score -2.03297e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -20331004.000000 Penalty: 5939.104980
	Iteration 12Q: 3 clusters Score -2.0331e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -20331656.000000 Penalty: 5939.104980
	Iteration 13Q: 3 clusters Score -2.033166e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -20332174.000000 Penalty: 5939.104980
	Iteration 14Q: 3 clusters Score -2.033217e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -20332590.000000 Penalty: 5939.104980
	Iteration 15Q: 3 clusters Score -2.033259e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -20332958.000000 Penalty: 5939.104980
	Iteration 16Q: 3 clusters Score -2.033296e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -20333440.000000 Penalty: 5939.104980
	Iteration 17Q: 3 clusters Score -2.033344e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -20333878.000000 Penalty: 5939.104980
	Iteration 18Q: 3 clusters Score -2.033388e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -20334240.000000 Penalty: 5939.104980
	Iteration 19Q: 3 clusters Score -2.033424e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -20334600.000000 Penalty: 5939.104980
	Iteration 20F: 3 clusters Score -2.03346e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -20334960.000000 Penalty: 5939.104980
	Iteration 21Q: 3 clusters Score -2.033496e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -20335390.000000 Penalty: 5939.104980
	Iteration 22Q: 3 clusters Score -2.033539e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -20335920.000000 Penalty: 5939.104980
	Iteration 23Q: 3 clusters Score -2.033592e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -20336476.000000 Penalty: 5939.104980
	Iteration 24Q: 3 clusters Score -2.033648e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -20337094.000000 Penalty: 5939.104980
	Iteration 25Q: 3 clusters Score -2.033709e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -20337624.000000 Penalty: 5939.104980
	Iteration 26Q: 3 clusters Score -2.033762e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -20338234.000000 Penalty: 5939.104980
	Iteration 27Q: 3 clusters Score -2.033823e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -20338912.000000 Penalty: 5939.104980
	Iteration 28Q: 3 clusters Score -2.033891e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127794 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -20339568.000000 Penalty: 5939.104980
	Iteration 29Q: 3 clusters Score -2.033957e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130073 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -20340288.000000 Penalty: 5939.104980
	Iteration 30Q: 3 clusters Score -2.034029e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -20340968.000000 Penalty: 5939.104980
	Iteration 31Q: 3 clusters Score -2.034097e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -20341724.000000 Penalty: 5939.104980
	Iteration 32Q: 3 clusters Score -2.034172e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -20342586.000000 Penalty: 5939.104980
	Iteration 33Q: 3 clusters Score -2.034259e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -20343554.000000 Penalty: 5939.104980
	Iteration 34Q: 3 clusters Score -2.034355e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -20344454.000000 Penalty: 5939.104980
	Iteration 35Q: 3 clusters Score -2.034445e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -20345306.000000 Penalty: 5939.104980
	Iteration 36Q: 3 clusters Score -2.034531e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -20346190.000000 Penalty: 5939.104980
	Iteration 37Q: 3 clusters Score -2.034619e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -20346952.000000 Penalty: 5939.104980
	Iteration 38Q: 3 clusters Score -2.034695e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -20347754.000000 Penalty: 5939.104980
	Iteration 39Q: 3 clusters Score -2.034775e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150221 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -20348466.000000 Penalty: 5939.104980
	Iteration 40F: 3 clusters Score -2.034847e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -20349018.000000 Penalty: 5939.104980
	Iteration 41Q: 3 clusters Score -2.034902e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -20349464.000000 Penalty: 5939.104980
	Iteration 42Q: 3 clusters Score -2.034946e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -20349790.000000 Penalty: 5939.104980
	Iteration 43Q: 3 clusters Score -2.034979e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -20350056.000000 Penalty: 5939.104980
	Iteration 44Q: 3 clusters Score -2.035006e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -20350296.000000 Penalty: 5939.104980
	Iteration 45Q: 3 clusters Score -2.03503e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20350434.000000 Penalty: 5939.104980
	Iteration 46Q: 3 clusters Score -2.035043e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -20350588.000000 Penalty: 5939.104980
	Iteration 47Q: 3 clusters Score -2.035059e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155904 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20350690.000000 Penalty: 5939.104980
	Iteration 48Q: 3 clusters Score -2.035069e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20350790.000000 Penalty: 5939.104980
	Iteration 49Q: 3 clusters Score -2.035079e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -20350852.000000 Penalty: 5939.104980
	Iteration 50Q: 3 clusters Score -2.035085e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20350904.000000 Penalty: 5939.104980
	Iteration 51Q: 3 clusters Score -2.03509e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20350986.000000 Penalty: 5939.104980
	Iteration 52Q: 3 clusters Score -2.035099e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20351062.000000 Penalty: 5939.104980
	Iteration 53Q: 3 clusters Score -2.035106e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20351090.000000 Penalty: 5939.104980
	Iteration 54Q: 3 clusters Score -2.035109e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20351118.000000 Penalty: 5939.104980
	Iteration 55Q: 3 clusters Score -2.035112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20351170.000000 Penalty: 5939.104980
	Iteration 56Q: 3 clusters Score -2.035117e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20351210.000000 Penalty: 5939.104980
	Iteration 57Q: 3 clusters Score -2.035121e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20351202.000000 Penalty: 5939.104980
	Iteration 58Q: 3 clusters Score -2.03512e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20351240.000000 Penalty: 5939.104980
	Iteration 59Q: 3 clusters Score -2.035124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20351248.000000 Penalty: 5939.104980
	Iteration 60F: 3 clusters Score -2.035125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20351242.000000 Penalty: 5939.104980
	Iteration 61Q: 3 clusters Score -2.035124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20351246.000000 Penalty: 5939.104980
	Iteration 62Q: 3 clusters Score -2.035125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20351256.000000 Penalty: 5939.104980
	Iteration 63Q: 3 clusters Score -2.035126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20351258.000000 Penalty: 5939.104980
	Iteration 64Q: 3 clusters Score -2.035126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20351256.000000 Penalty: 5939.104980
	Iteration 65Q: 3 clusters Score -2.035126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20351274.000000 Penalty: 5939.104980
	Iteration 66Q: 3 clusters Score -2.035127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20351284.000000 Penalty: 5939.104980
	Iteration 67Q: 3 clusters Score -2.035128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20351298.000000 Penalty: 5939.104980
	Iteration 68Q: 3 clusters Score -2.03513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20351302.000000 Penalty: 5939.104980
	Iteration 69Q: 3 clusters Score -2.03513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20351298.000000 Penalty: 5939.104980
	Iteration 70Q: 3 clusters Score -2.03513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -20351320.000000 Penalty: 5939.104980
	Iteration 71Q: 3 clusters Score -2.035132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20351326.000000 Penalty: 5939.104980
	Iteration 72Q: 3 clusters Score -2.035133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -20351344.000000 Penalty: 5939.104980
	Iteration 73Q: 3 clusters Score -2.035134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20351360.000000 Penalty: 5939.104980
	Iteration 74Q: 3 clusters Score -2.035136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20351352.000000 Penalty: 5939.104980
	Iteration 75Q: 3 clusters Score -2.035135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20351372.000000 Penalty: 5939.104980
	Iteration 76Q: 3 clusters Score -2.035137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20351366.000000 Penalty: 5939.104980
	Iteration 77Q: 3 clusters Score -2.035137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20351370.000000 Penalty: 5939.104980
	Iteration 78Q: 3 clusters Score -2.035137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20351384.000000 Penalty: 5939.104980
	Iteration 79Q: 3 clusters Score -2.035138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20351386.000000 Penalty: 5939.104980
	Iteration 80F: 3 clusters Score -2.035139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20351386.000000 Penalty: 5939.104980
	Iteration 81Q: 3 clusters Score -2.035139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20351386.000000 Penalty: 5939.104980
	Iteration 82Q: 3 clusters Score -2.035139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20351374.000000 Penalty: 5939.104980
	Iteration 83Q: 3 clusters Score -2.035137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20351386.000000 Penalty: 5939.104980
	Iteration 84Q: 3 clusters Score -2.035139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20351392.000000 Penalty: 5939.104980
	Iteration 85Q: 3 clusters Score -2.035139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20351392.000000 Penalty: 5939.104980
	Iteration 86F: 3 clusters Score -2.035139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192687 members 
Entering Unmasked Estep 
Score: -24663378.000000 Penalty: 3017.867920
	Iteration 0F: 2 clusters Score -2.466338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -24536250.000000 Penalty: 6035.735840
	Iteration 0F: 3 clusters Score -2.453625e+07 nChanged 92471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -24589880.000000 Penalty: 6035.735840
	Iteration 1F: 3 clusters Score -2.458988e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -24591520.000000 Penalty: 6035.735840
	Iteration 2Q: 3 clusters Score -2.459152e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -24594430.000000 Penalty: 6035.735840
	Iteration 3Q: 3 clusters Score -2.459443e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -24599672.000000 Penalty: 6035.735840
	Iteration 4F: 3 clusters Score -2.459967e+07 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -24610130.000000 Penalty: 6035.735840
	Iteration 5F: 3 clusters Score -2.461013e+07 nChanged 18498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -24626932.000000 Penalty: 6035.735840
	Iteration 6F: 3 clusters Score -2.462693e+07 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -24645304.000000 Penalty: 6035.735840
	Iteration 7F: 3 clusters Score -2.46453e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187693 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -24656006.000000 Penalty: 6035.735840
	Iteration 8F: 3 clusters Score -2.465601e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191517 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -24659620.000000 Penalty: 6035.735840
	Iteration 9Q: 3 clusters Score -2.465962e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192322 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24660350.000000 Penalty: 6035.735840
	Iteration 10Q: 3 clusters Score -2.466035e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192455 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24660522.000000 Penalty: 6035.735840
	Iteration 11Q: 3 clusters Score -2.466052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192489 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24660604.000000 Penalty: 6035.735840
	Iteration 12Q: 3 clusters Score -2.46606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192513 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24660616.000000 Penalty: 6035.735840
	Iteration 13Q: 3 clusters Score -2.466062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192522 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24660672.000000 Penalty: 6035.735840
	Iteration 14Q: 3 clusters Score -2.466067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192523 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24660670.000000 Penalty: 6035.735840
	Iteration 15Q: 3 clusters Score -2.466067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24660678.000000 Penalty: 6035.735840
	Iteration 16Q: 3 clusters Score -2.466068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24660670.000000 Penalty: 6035.735840
	Iteration 17Q: 3 clusters Score -2.466067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24660676.000000 Penalty: 6035.735840
	Iteration 18Q: 3 clusters Score -2.466068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24660676.000000 Penalty: 6035.735840
	Iteration 19F: 3 clusters Score -2.466068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (166876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166876 members 
Entering Unmasked Estep 
Score: -21635394.000000 Penalty: 2982.201660
	Iteration 0F: 2 clusters Score -2.163539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -21525090.000000 Penalty: 5964.403320
	Iteration 0F: 3 clusters Score -2.152509e+07 nChanged 80109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -21572400.000000 Penalty: 5964.403320
	Iteration 1F: 3 clusters Score -2.15724e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -21573628.000000 Penalty: 5964.403320
	Iteration 2Q: 3 clusters Score -2.157363e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -21575136.000000 Penalty: 5964.403320
	Iteration 3Q: 3 clusters Score -2.157514e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -21577376.000000 Penalty: 5964.403320
	Iteration 4Q: 3 clusters Score -2.157738e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -21581186.000000 Penalty: 5964.403320
	Iteration 5Q: 3 clusters Score -2.158119e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -21587330.000000 Penalty: 5964.403320
	Iteration 6F: 3 clusters Score -2.158733e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -21596462.000000 Penalty: 5964.403320
	Iteration 7F: 3 clusters Score -2.159646e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -21607836.000000 Penalty: 5964.403320
	Iteration 8F: 3 clusters Score -2.160784e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -21616702.000000 Penalty: 5964.403320
	Iteration 9F: 3 clusters Score -2.16167e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -21622024.000000 Penalty: 5964.403320
	Iteration 10Q: 3 clusters Score -2.162202e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144671 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -21624566.000000 Penalty: 5964.403320
	Iteration 11Q: 3 clusters Score -2.162457e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -21626000.000000 Penalty: 5964.403320
	Iteration 12Q: 3 clusters Score -2.1626e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149664 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -21627206.000000 Penalty: 5964.403320
	Iteration 13Q: 3 clusters Score -2.162721e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151854 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -21628324.000000 Penalty: 5964.403320
	Iteration 14Q: 3 clusters Score -2.162832e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -21629258.000000 Penalty: 5964.403320
	Iteration 15Q: 3 clusters Score -2.162926e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -21630070.000000 Penalty: 5964.403320
	Iteration 16Q: 3 clusters Score -2.163007e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -21630726.000000 Penalty: 5964.403320
	Iteration 17Q: 3 clusters Score -2.163073e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -21631170.000000 Penalty: 5964.403320
	Iteration 18Q: 3 clusters Score -2.163117e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -21631620.000000 Penalty: 5964.403320
	Iteration 19Q: 3 clusters Score -2.163162e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -21631972.000000 Penalty: 5964.403320
	Iteration 20F: 3 clusters Score -2.163197e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -21632134.000000 Penalty: 5964.403320
	Iteration 21Q: 3 clusters Score -2.163213e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161743 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -21632420.000000 Penalty: 5964.403320
	Iteration 22Q: 3 clusters Score -2.163242e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -21632518.000000 Penalty: 5964.403320
	Iteration 23Q: 3 clusters Score -2.163252e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -21632590.000000 Penalty: 5964.403320
	Iteration 24Q: 3 clusters Score -2.163259e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -21632646.000000 Penalty: 5964.403320
	Iteration 25Q: 3 clusters Score -2.163265e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21632722.000000 Penalty: 5964.403320
	Iteration 26Q: 3 clusters Score -2.163272e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21632854.000000 Penalty: 5964.403320
	Iteration 27Q: 3 clusters Score -2.163285e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21632854.000000 Penalty: 5964.403320
	Iteration 28Q: 3 clusters Score -2.163285e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -21632948.000000 Penalty: 5964.403320
	Iteration 29Q: 3 clusters Score -2.163295e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21633008.000000 Penalty: 5964.403320
	Iteration 30Q: 3 clusters Score -2.163301e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164555 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21633026.000000 Penalty: 5964.403320
	Iteration 31Q: 3 clusters Score -2.163303e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21633028.000000 Penalty: 5964.403320
	Iteration 32Q: 3 clusters Score -2.163303e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21633004.000000 Penalty: 5964.403320
	Iteration 33Q: 3 clusters Score -2.1633e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -21633064.000000 Penalty: 5964.403320
	Iteration 34Q: 3 clusters Score -2.163306e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165009 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21633056.000000 Penalty: 5964.403320
	Iteration 35Q: 3 clusters Score -2.163306e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21633066.000000 Penalty: 5964.403320
	Iteration 36Q: 3 clusters Score -2.163307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21633086.000000 Penalty: 5964.403320
	Iteration 37Q: 3 clusters Score -2.163309e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21633064.000000 Penalty: 5964.403320
	Iteration 38Q: 3 clusters Score -2.163306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21633106.000000 Penalty: 5964.403320
	Iteration 39Q: 3 clusters Score -2.163311e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21633154.000000 Penalty: 5964.403320
	Iteration 40F: 3 clusters Score -2.163315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -21633154.000000 Penalty: 5964.403320
	Iteration 41Q: 3 clusters Score -2.163315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21633172.000000 Penalty: 5964.403320
	Iteration 42Q: 3 clusters Score -2.163317e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21633186.000000 Penalty: 5964.403320
	Iteration 43Q: 3 clusters Score -2.163319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21633160.000000 Penalty: 5964.403320
	Iteration 44Q: 3 clusters Score -2.163316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21633168.000000 Penalty: 5964.403320
	Iteration 45Q: 3 clusters Score -2.163317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21633164.000000 Penalty: 5964.403320
	Iteration 46Q: 3 clusters Score -2.163316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165588 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21633174.000000 Penalty: 5964.403320
	Iteration 47Q: 3 clusters Score -2.163317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21633180.000000 Penalty: 5964.403320
	Iteration 48Q: 3 clusters Score -2.163318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21633174.000000 Penalty: 5964.403320
	Iteration 49Q: 3 clusters Score -2.163317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21633176.000000 Penalty: 5964.403320
	Iteration 50Q: 3 clusters Score -2.163318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21633174.000000 Penalty: 5964.403320
	Iteration 51Q: 3 clusters Score -2.163317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21633180.000000 Penalty: 5964.403320
	Iteration 52Q: 3 clusters Score -2.163318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21633176.000000 Penalty: 5964.403320
	Iteration 53Q: 3 clusters Score -2.163318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21633186.000000 Penalty: 5964.403320
	Iteration 54Q: 3 clusters Score -2.163319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165667 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21633200.000000 Penalty: 5964.403320
	Iteration 55Q: 3 clusters Score -2.16332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21633216.000000 Penalty: 5964.403320
	Iteration 56Q: 3 clusters Score -2.163322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21633222.000000 Penalty: 5964.403320
	Iteration 57Q: 3 clusters Score -2.163322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21633214.000000 Penalty: 5964.403320
	Iteration 58Q: 3 clusters Score -2.163321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21633216.000000 Penalty: 5964.403320
	Iteration 59Q: 3 clusters Score -2.163322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21633224.000000 Penalty: 5964.403320
	Iteration 60F: 3 clusters Score -2.163322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21633230.000000 Penalty: 5964.403320
	Iteration 61Q: 3 clusters Score -2.163323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21633232.000000 Penalty: 5964.403320
	Iteration 62Q: 3 clusters Score -2.163323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21633244.000000 Penalty: 5964.403320
	Iteration 63Q: 3 clusters Score -2.163324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21633240.000000 Penalty: 5964.403320
	Iteration 64Q: 3 clusters Score -2.163324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21633240.000000 Penalty: 5964.403320
	Iteration 65Q: 3 clusters Score -2.163324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21633230.000000 Penalty: 5964.403320
	Iteration 66Q: 3 clusters Score -2.163323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21633252.000000 Penalty: 5964.403320
	Iteration 67Q: 3 clusters Score -2.163325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21633252.000000 Penalty: 5964.403320
	Iteration 68F: 3 clusters Score -2.163325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168687 members 
Entering Unmasked Estep 
Score: -21740080.000000 Penalty: 2984.878418
	Iteration 0F: 2 clusters Score -2.174008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -21628130.000000 Penalty: 5969.756836
	Iteration 0F: 3 clusters Score -2.162813e+07 nChanged 81014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -21675106.000000 Penalty: 5969.756836
	Iteration 1F: 3 clusters Score -2.167511e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -21676446.000000 Penalty: 5969.756836
	Iteration 2Q: 3 clusters Score -2.167645e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -21678378.000000 Penalty: 5969.756836
	Iteration 3Q: 3 clusters Score -2.167838e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -21681214.000000 Penalty: 5969.756836
	Iteration 4Q: 3 clusters Score -2.168121e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -21685636.000000 Penalty: 5969.756836
	Iteration 5F: 3 clusters Score -2.168564e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -21692032.000000 Penalty: 5969.756836
	Iteration 6F: 3 clusters Score -2.169203e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -21700700.000000 Penalty: 5969.756836
	Iteration 7F: 3 clusters Score -2.17007e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -21710838.000000 Penalty: 5969.756836
	Iteration 8F: 3 clusters Score -2.171084e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 114244 members 
Entering Unmasked Estep 
Score: -21720026.000000 Penalty: 5969.756836
	Iteration 9F: 3 clusters Score -2.172003e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -21726068.000000 Penalty: 5969.756836
	Iteration 10Q: 3 clusters Score -2.172607e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -21729026.000000 Penalty: 5969.756836
	Iteration 11Q: 3 clusters Score -2.172903e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -21730454.000000 Penalty: 5969.756836
	Iteration 12Q: 3 clusters Score -2.173045e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 122139 members 
Entering Unmasked Estep 
Score: -21731462.000000 Penalty: 5969.756836
	Iteration 13Q: 3 clusters Score -2.173146e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -21732314.000000 Penalty: 5969.756836
	Iteration 14Q: 3 clusters Score -2.173231e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -21732774.000000 Penalty: 5969.756836
	Iteration 15Q: 3 clusters Score -2.173277e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -21733302.000000 Penalty: 5969.756836
	Iteration 16Q: 3 clusters Score -2.17333e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -21733532.000000 Penalty: 5969.756836
	Iteration 17Q: 3 clusters Score -2.173353e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 126722 members 
Entering Unmasked Estep 
Score: -21733802.000000 Penalty: 5969.756836
	Iteration 18Q: 3 clusters Score -2.17338e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -21733952.000000 Penalty: 5969.756836
	Iteration 19Q: 3 clusters Score -2.173395e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -21734090.000000 Penalty: 5969.756836
	Iteration 20F: 3 clusters Score -2.173409e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 128825 members 
Entering Unmasked Estep 
Score: -21734312.000000 Penalty: 5969.756836
	Iteration 21Q: 3 clusters Score -2.173431e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -21734486.000000 Penalty: 5969.756836
	Iteration 22Q: 3 clusters Score -2.173449e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -21734620.000000 Penalty: 5969.756836
	Iteration 23Q: 3 clusters Score -2.173462e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -21734742.000000 Penalty: 5969.756836
	Iteration 24Q: 3 clusters Score -2.173474e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 131334 members 
Entering Unmasked Estep 
Score: -21734818.000000 Penalty: 5969.756836
	Iteration 25Q: 3 clusters Score -2.173482e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -21734862.000000 Penalty: 5969.756836
	Iteration 26Q: 3 clusters Score -2.173486e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -21734902.000000 Penalty: 5969.756836
	Iteration 27Q: 3 clusters Score -2.17349e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 133134 members 
Entering Unmasked Estep 
Score: -21734942.000000 Penalty: 5969.756836
	Iteration 28Q: 3 clusters Score -2.173494e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -21735032.000000 Penalty: 5969.756836
	Iteration 29Q: 3 clusters Score -2.173503e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -21735098.000000 Penalty: 5969.756836
	Iteration 30Q: 3 clusters Score -2.17351e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -21735124.000000 Penalty: 5969.756836
	Iteration 31Q: 3 clusters Score -2.173512e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -21735278.000000 Penalty: 5969.756836
	Iteration 32Q: 3 clusters Score -2.173528e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 136053 members 
Entering Unmasked Estep 
Score: -21735416.000000 Penalty: 5969.756836
	Iteration 33Q: 3 clusters Score -2.173542e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -21735522.000000 Penalty: 5969.756836
	Iteration 34Q: 3 clusters Score -2.173552e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -21735600.000000 Penalty: 5969.756836
	Iteration 35Q: 3 clusters Score -2.17356e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 137806 members 
Entering Unmasked Estep 
Score: -21735724.000000 Penalty: 5969.756836
	Iteration 36Q: 3 clusters Score -2.173572e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -21735808.000000 Penalty: 5969.756836
	Iteration 37Q: 3 clusters Score -2.173581e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -21735856.000000 Penalty: 5969.756836
	Iteration 38Q: 3 clusters Score -2.173586e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -21735958.000000 Penalty: 5969.756836
	Iteration 39Q: 3 clusters Score -2.173596e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 139944 members 
Entering Unmasked Estep 
Score: -21736076.000000 Penalty: 5969.756836
	Iteration 40F: 3 clusters Score -2.173608e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -21736142.000000 Penalty: 5969.756836
	Iteration 41Q: 3 clusters Score -2.173614e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -21736152.000000 Penalty: 5969.756836
	Iteration 42Q: 3 clusters Score -2.173615e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -21736178.000000 Penalty: 5969.756836
	Iteration 43Q: 3 clusters Score -2.173618e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 141937 members 
Entering Unmasked Estep 
Score: -21736140.000000 Penalty: 5969.756836
	Iteration 44Q: 3 clusters Score -2.173614e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -21736198.000000 Penalty: 5969.756836
	Iteration 45Q: 3 clusters Score -2.17362e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 142936 members 
Entering Unmasked Estep 
Score: -21736328.000000 Penalty: 5969.756836
	Iteration 46Q: 3 clusters Score -2.173633e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -21736396.000000 Penalty: 5969.756836
	Iteration 47Q: 3 clusters Score -2.17364e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 143838 members 
Entering Unmasked Estep 
Score: -21736454.000000 Penalty: 5969.756836
	Iteration 48Q: 3 clusters Score -2.173645e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -21736562.000000 Penalty: 5969.756836
	Iteration 49Q: 3 clusters Score -2.173656e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -21736708.000000 Penalty: 5969.756836
	Iteration 50Q: 3 clusters Score -2.173671e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -21736756.000000 Penalty: 5969.756836
	Iteration 51Q: 3 clusters Score -2.173676e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -21736792.000000 Penalty: 5969.756836
	Iteration 52Q: 3 clusters Score -2.173679e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 146092 members 
Entering Unmasked Estep 
Score: -21736852.000000 Penalty: 5969.756836
	Iteration 53Q: 3 clusters Score -2.173685e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -21736936.000000 Penalty: 5969.756836
	Iteration 54Q: 3 clusters Score -2.173694e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -21737050.000000 Penalty: 5969.756836
	Iteration 55Q: 3 clusters Score -2.173705e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -21737124.000000 Penalty: 5969.756836
	Iteration 56Q: 3 clusters Score -2.173712e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 147855 members 
Entering Unmasked Estep 
Score: -21737194.000000 Penalty: 5969.756836
	Iteration 57Q: 3 clusters Score -2.173719e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -21737304.000000 Penalty: 5969.756836
	Iteration 58Q: 3 clusters Score -2.17373e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -21737322.000000 Penalty: 5969.756836
	Iteration 59Q: 3 clusters Score -2.173732e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -21737408.000000 Penalty: 5969.756836
	Iteration 60F: 3 clusters Score -2.173741e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -21737574.000000 Penalty: 5969.756836
	Iteration 61Q: 3 clusters Score -2.173757e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -21737664.000000 Penalty: 5969.756836
	Iteration 62Q: 3 clusters Score -2.173766e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -21737720.000000 Penalty: 5969.756836
	Iteration 63Q: 3 clusters Score -2.173772e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -21737778.000000 Penalty: 5969.756836
	Iteration 64Q: 3 clusters Score -2.173778e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -21737746.000000 Penalty: 5969.756836
	Iteration 65Q: 3 clusters Score -2.173775e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -21737878.000000 Penalty: 5969.756836
	Iteration 66Q: 3 clusters Score -2.173788e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -21737952.000000 Penalty: 5969.756836
	Iteration 67Q: 3 clusters Score -2.173795e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -21737978.000000 Penalty: 5969.756836
	Iteration 68Q: 3 clusters Score -2.173798e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -21738096.000000 Penalty: 5969.756836
	Iteration 69Q: 3 clusters Score -2.17381e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -21738088.000000 Penalty: 5969.756836
	Iteration 70Q: 3 clusters Score -2.173809e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -21738110.000000 Penalty: 5969.756836
	Iteration 71Q: 3 clusters Score -2.173811e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -21738222.000000 Penalty: 5969.756836
	Iteration 72Q: 3 clusters Score -2.173822e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -21738284.000000 Penalty: 5969.756836
	Iteration 73Q: 3 clusters Score -2.173828e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -21738312.000000 Penalty: 5969.756836
	Iteration 74Q: 3 clusters Score -2.173831e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -21738370.000000 Penalty: 5969.756836
	Iteration 75Q: 3 clusters Score -2.173837e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -21738378.000000 Penalty: 5969.756836
	Iteration 76Q: 3 clusters Score -2.173838e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 157236 members 
Entering Unmasked Estep 
Score: -21738500.000000 Penalty: 5969.756836
	Iteration 77Q: 3 clusters Score -2.17385e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -21738574.000000 Penalty: 5969.756836
	Iteration 78Q: 3 clusters Score -2.173857e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -21738600.000000 Penalty: 5969.756836
	Iteration 79Q: 3 clusters Score -2.17386e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -21738640.000000 Penalty: 5969.756836
	Iteration 80F: 3 clusters Score -2.173864e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -21738632.000000 Penalty: 5969.756836
	Iteration 81Q: 3 clusters Score -2.173863e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -21738730.000000 Penalty: 5969.756836
	Iteration 82Q: 3 clusters Score -2.173873e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 160058 members 
Entering Unmasked Estep 
Score: -21738704.000000 Penalty: 5969.756836
	Iteration 83Q: 3 clusters Score -2.17387e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -21738732.000000 Penalty: 5969.756836
	Iteration 84Q: 3 clusters Score -2.173873e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -21738812.000000 Penalty: 5969.756836
	Iteration 85Q: 3 clusters Score -2.173881e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -21738848.000000 Penalty: 5969.756836
	Iteration 86Q: 3 clusters Score -2.173885e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -21738878.000000 Penalty: 5969.756836
	Iteration 87Q: 3 clusters Score -2.173888e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -21738898.000000 Penalty: 5969.756836
	Iteration 88Q: 3 clusters Score -2.17389e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 162489 members 
Entering Unmasked Estep 
Score: -21738844.000000 Penalty: 5969.756836
	Iteration 89Q: 3 clusters Score -2.173884e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -21738930.000000 Penalty: 5969.756836
	Iteration 90Q: 3 clusters Score -2.173893e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 163079 members 
Entering Unmasked Estep 
Score: -21738928.000000 Penalty: 5969.756836
	Iteration 91Q: 3 clusters Score -2.173893e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21738910.000000 Penalty: 5969.756836
	Iteration 92Q: 3 clusters Score -2.173891e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 163566 members 
Entering Unmasked Estep 
Score: -21738898.000000 Penalty: 5969.756836
	Iteration 93Q: 3 clusters Score -2.17389e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -21738798.000000 Penalty: 5969.756836
	Iteration 94Q: 3 clusters Score -2.17388e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -21738792.000000 Penalty: 5969.756836
	Iteration 95Q: 3 clusters Score -2.173879e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -21738820.000000 Penalty: 5969.756836
	Iteration 96Q: 3 clusters Score -2.173882e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -21738790.000000 Penalty: 5969.756836
	Iteration 97Q: 3 clusters Score -2.173879e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -21738798.000000 Penalty: 5969.756836
	Iteration 98Q: 3 clusters Score -2.17388e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -21738750.000000 Penalty: 5969.756836
	Iteration 99Q: 3 clusters Score -2.173875e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 164749 members 
Entering Unmasked Estep 
Score: -21738754.000000 Penalty: 5969.756836
	Iteration 100F: 3 clusters Score -2.173875e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -21738752.000000 Penalty: 5969.756836
	Iteration 101Q: 3 clusters Score -2.173875e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -21738776.000000 Penalty: 5969.756836
	Iteration 102Q: 3 clusters Score -2.173878e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -21738748.000000 Penalty: 5969.756836
	Iteration 103Q: 3 clusters Score -2.173875e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -21738730.000000 Penalty: 5969.756836
	Iteration 104Q: 3 clusters Score -2.173873e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -21738702.000000 Penalty: 5969.756836
	Iteration 105Q: 3 clusters Score -2.17387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 165303 members 
Entering Unmasked Estep 
Score: -21738690.000000 Penalty: 5969.756836
	Iteration 106Q: 3 clusters Score -2.173869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -21738674.000000 Penalty: 5969.756836
	Iteration 107Q: 3 clusters Score -2.173867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -21738694.000000 Penalty: 5969.756836
	Iteration 108Q: 3 clusters Score -2.173869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -21738672.000000 Penalty: 5969.756836
	Iteration 109Q: 3 clusters Score -2.173867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -21738670.000000 Penalty: 5969.756836
	Iteration 110Q: 3 clusters Score -2.173867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -21738664.000000 Penalty: 5969.756836
	Iteration 111Q: 3 clusters Score -2.173866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -21738640.000000 Penalty: 5969.756836
	Iteration 112Q: 3 clusters Score -2.173864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 165649 members 
Entering Unmasked Estep 
Score: -21738654.000000 Penalty: 5969.756836
	Iteration 113Q: 3 clusters Score -2.173865e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 165696 members 
Entering Unmasked Estep 
Score: -21738634.000000 Penalty: 5969.756836
	Iteration 114Q: 3 clusters Score -2.173863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -21738628.000000 Penalty: 5969.756836
	Iteration 115Q: 3 clusters Score -2.173863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 165790 members 
Entering Unmasked Estep 
Score: -21738622.000000 Penalty: 5969.756836
	Iteration 116Q: 3 clusters Score -2.173862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -21738606.000000 Penalty: 5969.756836
	Iteration 117Q: 3 clusters Score -2.173861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -21738606.000000 Penalty: 5969.756836
	Iteration 118Q: 3 clusters Score -2.173861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 165944 members 
Entering Unmasked Estep 
Score: -21738568.000000 Penalty: 5969.756836
	Iteration 119Q: 3 clusters Score -2.173857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -21738578.000000 Penalty: 5969.756836
	Iteration 120F: 3 clusters Score -2.173858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -21738566.000000 Penalty: 5969.756836
	Iteration 121Q: 3 clusters Score -2.173857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 166066 members 
Entering Unmasked Estep 
Score: -21738570.000000 Penalty: 5969.756836
	Iteration 122Q: 3 clusters Score -2.173857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -21738572.000000 Penalty: 5969.756836
	Iteration 123Q: 3 clusters Score -2.173857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -21738540.000000 Penalty: 5969.756836
	Iteration 124Q: 3 clusters Score -2.173854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -21738556.000000 Penalty: 5969.756836
	Iteration 125Q: 3 clusters Score -2.173856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 166177 members 
Entering Unmasked Estep 
Score: -21738562.000000 Penalty: 5969.756836
	Iteration 126Q: 3 clusters Score -2.173856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -21738574.000000 Penalty: 5969.756836
	Iteration 127Q: 3 clusters Score -2.173857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -21738538.000000 Penalty: 5969.756836
	Iteration 128Q: 3 clusters Score -2.173854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -21738550.000000 Penalty: 5969.756836
	Iteration 129Q: 3 clusters Score -2.173855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -21738580.000000 Penalty: 5969.756836
	Iteration 130Q: 3 clusters Score -2.173858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 166284 members 
Entering Unmasked Estep 
Score: -21738576.000000 Penalty: 5969.756836
	Iteration 131Q: 3 clusters Score -2.173858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -21738568.000000 Penalty: 5969.756836
	Iteration 132Q: 3 clusters Score -2.173857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 166317 members 
Entering Unmasked Estep 
Score: -21738562.000000 Penalty: 5969.756836
	Iteration 133Q: 3 clusters Score -2.173856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -21738532.000000 Penalty: 5969.756836
	Iteration 134Q: 3 clusters Score -2.173853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -21738532.000000 Penalty: 5969.756836
	Iteration 135Q: 3 clusters Score -2.173853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 166363 members 
Entering Unmasked Estep 
Score: -21738532.000000 Penalty: 5969.756836
	Iteration 136Q: 3 clusters Score -2.173853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 166379 members 
Entering Unmasked Estep 
Score: -21738548.000000 Penalty: 5969.756836
	Iteration 137Q: 3 clusters Score -2.173855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 166403 members 
Entering Unmasked Estep 
Score: -21738542.000000 Penalty: 5969.756836
	Iteration 138Q: 3 clusters Score -2.173854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -21738550.000000 Penalty: 5969.756836
	Iteration 139Q: 3 clusters Score -2.173855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -21738562.000000 Penalty: 5969.756836
	Iteration 140F: 3 clusters Score -2.173856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -21738506.000000 Penalty: 5969.756836
	Iteration 141Q: 3 clusters Score -2.173851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -21738526.000000 Penalty: 5969.756836
	Iteration 142Q: 3 clusters Score -2.173853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -21738516.000000 Penalty: 5969.756836
	Iteration 143Q: 3 clusters Score -2.173852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -21738520.000000 Penalty: 5969.756836
	Iteration 144Q: 3 clusters Score -2.173852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -21738518.000000 Penalty: 5969.756836
	Iteration 145Q: 3 clusters Score -2.173852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 166455 members 
Entering Unmasked Estep 
Score: -21738510.000000 Penalty: 5969.756836
	Iteration 146Q: 3 clusters Score -2.173851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 166459 members 
Entering Unmasked Estep 
Score: -21738494.000000 Penalty: 5969.756836
	Iteration 147Q: 3 clusters Score -2.173849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -21738504.000000 Penalty: 5969.756836
	Iteration 148Q: 3 clusters Score -2.17385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -21738514.000000 Penalty: 5969.756836
	Iteration 149Q: 3 clusters Score -2.173851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -21738522.000000 Penalty: 5969.756836
	Iteration 150Q: 3 clusters Score -2.173852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 166503 members 
Entering Unmasked Estep 
Score: -21738528.000000 Penalty: 5969.756836
	Iteration 151Q: 3 clusters Score -2.173853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -21738532.000000 Penalty: 5969.756836
	Iteration 152Q: 3 clusters Score -2.173853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -21738536.000000 Penalty: 5969.756836
	Iteration 153Q: 3 clusters Score -2.173854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 166511 members 
Entering Unmasked Estep 
Score: -21738536.000000 Penalty: 5969.756836
	Iteration 154Q: 3 clusters Score -2.173854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 166511 members 
Entering Unmasked Estep 
Score: -21738536.000000 Penalty: 5969.756836
	Iteration 155F: 3 clusters Score -2.173854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171885 members 
Entering Unmasked Estep 
Score: -22368448.000000 Penalty: 2989.536133
	Iteration 0F: 2 clusters Score -2.236845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -22256584.000000 Penalty: 5979.072266
	Iteration 0F: 3 clusters Score -2.225658e+07 nChanged 82428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -22304040.000000 Penalty: 5979.072266
	Iteration 1F: 3 clusters Score -2.230404e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -22304998.000000 Penalty: 5979.072266
	Iteration 2Q: 3 clusters Score -2.2305e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -22305918.000000 Penalty: 5979.072266
	Iteration 3Q: 3 clusters Score -2.230592e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -22307228.000000 Penalty: 5979.072266
	Iteration 4Q: 3 clusters Score -2.230723e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -22308778.000000 Penalty: 5979.072266
	Iteration 5Q: 3 clusters Score -2.230878e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -22311554.000000 Penalty: 5979.072266
	Iteration 6Q: 3 clusters Score -2.231155e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -22315728.000000 Penalty: 5979.072266
	Iteration 7Q: 3 clusters Score -2.231573e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -22322588.000000 Penalty: 5979.072266
	Iteration 8F: 3 clusters Score -2.232259e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -22331612.000000 Penalty: 5979.072266
	Iteration 9F: 3 clusters Score -2.233161e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -22340792.000000 Penalty: 5979.072266
	Iteration 10F: 3 clusters Score -2.234079e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -22347818.000000 Penalty: 5979.072266
	Iteration 11F: 3 clusters Score -2.234782e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -22352494.000000 Penalty: 5979.072266
	Iteration 12Q: 3 clusters Score -2.235249e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -22355644.000000 Penalty: 5979.072266
	Iteration 13Q: 3 clusters Score -2.235564e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -22358162.000000 Penalty: 5979.072266
	Iteration 14Q: 3 clusters Score -2.235816e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -22360200.000000 Penalty: 5979.072266
	Iteration 15Q: 3 clusters Score -2.23602e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -22362186.000000 Penalty: 5979.072266
	Iteration 16Q: 3 clusters Score -2.236219e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -22363450.000000 Penalty: 5979.072266
	Iteration 17Q: 3 clusters Score -2.236345e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -22364404.000000 Penalty: 5979.072266
	Iteration 18Q: 3 clusters Score -2.23644e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -22365012.000000 Penalty: 5979.072266
	Iteration 19Q: 3 clusters Score -2.236501e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -22365414.000000 Penalty: 5979.072266
	Iteration 20F: 3 clusters Score -2.236541e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22365554.000000 Penalty: 5979.072266
	Iteration 21Q: 3 clusters Score -2.236555e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170269 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22365686.000000 Penalty: 5979.072266
	Iteration 22Q: 3 clusters Score -2.236569e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22365806.000000 Penalty: 5979.072266
	Iteration 23Q: 3 clusters Score -2.236581e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22365892.000000 Penalty: 5979.072266
	Iteration 24Q: 3 clusters Score -2.236589e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22365924.000000 Penalty: 5979.072266
	Iteration 25Q: 3 clusters Score -2.236592e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22365992.000000 Penalty: 5979.072266
	Iteration 26Q: 3 clusters Score -2.236599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22365970.000000 Penalty: 5979.072266
	Iteration 27Q: 3 clusters Score -2.236597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22365962.000000 Penalty: 5979.072266
	Iteration 28Q: 3 clusters Score -2.236596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22365970.000000 Penalty: 5979.072266
	Iteration 29Q: 3 clusters Score -2.236597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22365986.000000 Penalty: 5979.072266
	Iteration 30Q: 3 clusters Score -2.236599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22366002.000000 Penalty: 5979.072266
	Iteration 31Q: 3 clusters Score -2.2366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22366014.000000 Penalty: 5979.072266
	Iteration 32Q: 3 clusters Score -2.236601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22366020.000000 Penalty: 5979.072266
	Iteration 33Q: 3 clusters Score -2.236602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22366040.000000 Penalty: 5979.072266
	Iteration 34Q: 3 clusters Score -2.236604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22366058.000000 Penalty: 5979.072266
	Iteration 35Q: 3 clusters Score -2.236606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22366052.000000 Penalty: 5979.072266
	Iteration 36Q: 3 clusters Score -2.236605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171112 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22366044.000000 Penalty: 5979.072266
	Iteration 37Q: 3 clusters Score -2.236604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -22366050.000000 Penalty: 5979.072266
	Iteration 38Q: 3 clusters Score -2.236605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -22366052.000000 Penalty: 5979.072266
	Iteration 39Q: 3 clusters Score -2.236605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -22366048.000000 Penalty: 5979.072266
	Iteration 40F: 3 clusters Score -2.236605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -22366044.000000 Penalty: 5979.072266
	Iteration 41Q: 3 clusters Score -2.236604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171130 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22366074.000000 Penalty: 5979.072266
	Iteration 42Q: 3 clusters Score -2.236607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22366070.000000 Penalty: 5979.072266
	Iteration 43Q: 3 clusters Score -2.236607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22366056.000000 Penalty: 5979.072266
	Iteration 44Q: 3 clusters Score -2.236606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22366062.000000 Penalty: 5979.072266
	Iteration 45Q: 3 clusters Score -2.236606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22366058.000000 Penalty: 5979.072266
	Iteration 46Q: 3 clusters Score -2.236606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22366058.000000 Penalty: 5979.072266
	Iteration 47Q: 3 clusters Score -2.236606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22366060.000000 Penalty: 5979.072266
	Iteration 48Q: 3 clusters Score -2.236606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22366056.000000 Penalty: 5979.072266
	Iteration 49Q: 3 clusters Score -2.236606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22366068.000000 Penalty: 5979.072266
	Iteration 50Q: 3 clusters Score -2.236607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -22366080.000000 Penalty: 5979.072266
	Iteration 51Q: 3 clusters Score -2.236608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22366072.000000 Penalty: 5979.072266
	Iteration 52Q: 3 clusters Score -2.236607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -22366074.000000 Penalty: 5979.072266
	Iteration 53Q: 3 clusters Score -2.236607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22366078.000000 Penalty: 5979.072266
	Iteration 54Q: 3 clusters Score -2.236608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171161 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22366072.000000 Penalty: 5979.072266
	Iteration 55Q: 3 clusters Score -2.236607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22366078.000000 Penalty: 5979.072266
	Iteration 56Q: 3 clusters Score -2.236608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22366078.000000 Penalty: 5979.072266
	Iteration 57F: 3 clusters Score -2.236608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -96120.828125 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -96120.83 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 483 members 
Entering Unmasked Estep 
Score: -94283.703125 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -94283.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94781.570312 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -94781.57 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95360.906250 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -95360.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95953.976562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -95953.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96134.921875 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -96134.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96269.281250 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -96269.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96533.226562 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -96533.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97087.093750 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -97087.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97188.507812 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -97188.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97196.195312 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -97196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97200.429688 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -97200.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97206.507812 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -97206.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97206.507812 Penalty: 3376.187500
	Iteration 12F: 3 clusters Score -97206.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 35854 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 167995 members 
Mstep: Class 9 contains 175055 members 
Mstep: Class 10 contains 158578 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 192687 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 16 contains 168687 members 
Mstep: Class 17 contains 171885 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
Score: -166434800.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166435312.000000 to -166434800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (34000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Entering Unmasked Estep 
Score: -4185681.750000 Penalty: 2587.660645
	Iteration 0F: 2 clusters Score -4185682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4162359.500000 Penalty: 5175.321289
	Iteration 0F: 3 clusters Score -4162360 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4171284.000000 Penalty: 5175.321289
	Iteration 1F: 3 clusters Score -4171284 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4172404.250000 Penalty: 5175.321289
	Iteration 2F: 3 clusters Score -4172404 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4173452.750000 Penalty: 5175.321289
	Iteration 3F: 3 clusters Score -4173453 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4174644.000000 Penalty: 5175.321289
	Iteration 4F: 3 clusters Score -4174644 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4176060.500000 Penalty: 5175.321289
	Iteration 5F: 3 clusters Score -4176060 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4177834.750000 Penalty: 5175.321289
	Iteration 6F: 3 clusters Score -4177835 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4180035.250000 Penalty: 5175.321289
	Iteration 7F: 3 clusters Score -4180035 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4182250.500000 Penalty: 5175.321289
	Iteration 8F: 3 clusters Score -4182250 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4183890.750000 Penalty: 5175.321289
	Iteration 9Q: 3 clusters Score -4183891 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4184736.250000 Penalty: 5175.321289
	Iteration 10Q: 3 clusters Score -4184736 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4185114.500000 Penalty: 5175.321289
	Iteration 11Q: 3 clusters Score -4185114 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4185279.750000 Penalty: 5175.321289
	Iteration 12Q: 3 clusters Score -4185280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4185392.750000 Penalty: 5175.321289
	Iteration 13Q: 3 clusters Score -4185393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4185424.000000 Penalty: 5175.321289
	Iteration 14Q: 3 clusters Score -4185424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4185430.750000 Penalty: 5175.321289
	Iteration 15Q: 3 clusters Score -4185431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4185439.000000 Penalty: 5175.321289
	Iteration 16Q: 3 clusters Score -4185439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4185447.750000 Penalty: 5175.321289
	Iteration 17Q: 3 clusters Score -4185448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4185451.000000 Penalty: 5175.321289
	Iteration 18Q: 3 clusters Score -4185451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4185456.250000 Penalty: 5175.321289
	Iteration 19Q: 3 clusters Score -4185456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4185458.500000 Penalty: 5175.321289
	Iteration 20F: 3 clusters Score -4185458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4185462.500000 Penalty: 5175.321289
	Iteration 21Q: 3 clusters Score -4185462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4185470.750000 Penalty: 5175.321289
	Iteration 22Q: 3 clusters Score -4185471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4185468.250000 Penalty: 5175.321289
	Iteration 23Q: 3 clusters Score -4185468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4185471.500000 Penalty: 5175.321289
	Iteration 24Q: 3 clusters Score -4185472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4185475.000000 Penalty: 5175.321289
	Iteration 25Q: 3 clusters Score -4185475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4185469.000000 Penalty: 5175.321289
	Iteration 26Q: 3 clusters Score -4185469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4185473.500000 Penalty: 5175.321289
	Iteration 27Q: 3 clusters Score -4185474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4185473.500000 Penalty: 5175.321289
	Iteration 28F: 3 clusters Score -4185474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -181503.390625 Penalty: 1821.970581
	Iteration 0F: 2 clusters Score -181503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179211.609375 Penalty: 3643.941162
	Iteration 0F: 3 clusters Score -179211.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179781.312500 Penalty: 3643.941162
	Iteration 1F: 3 clusters Score -179781.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -180161.031250 Penalty: 3643.941162
	Iteration 2F: 3 clusters Score -180161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -180499.031250 Penalty: 3643.941162
	Iteration 3F: 3 clusters Score -180499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -180841.531250 Penalty: 3643.941162
	Iteration 4F: 3 clusters Score -180841.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181124.250000 Penalty: 3643.941162
	Iteration 5F: 3 clusters Score -181124.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -181271.046875 Penalty: 3643.941162
	Iteration 6Q: 3 clusters Score -181271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -181330.796875 Penalty: 3643.941162
	Iteration 7Q: 3 clusters Score -181330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181359.296875 Penalty: 3643.941162
	Iteration 8Q: 3 clusters Score -181359.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -181384.203125 Penalty: 3643.941162
	Iteration 9Q: 3 clusters Score -181384.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -181405.562500 Penalty: 3643.941162
	Iteration 10Q: 3 clusters Score -181405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -181418.000000 Penalty: 3643.941162
	Iteration 11Q: 3 clusters Score -181418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -181429.343750 Penalty: 3643.941162
	Iteration 12Q: 3 clusters Score -181429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -181438.078125 Penalty: 3643.941162
	Iteration 13Q: 3 clusters Score -181438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -181441.031250 Penalty: 3643.941162
	Iteration 14Q: 3 clusters Score -181441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -181443.312500 Penalty: 3643.941162
	Iteration 15Q: 3 clusters Score -181443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -181443.765625 Penalty: 3643.941162
	Iteration 16Q: 3 clusters Score -181443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -181443.765625 Penalty: 3643.941162
	Iteration 17F: 3 clusters Score -181443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 35854 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 167995 members 
Mstep: Class 9 contains 175055 members 
Mstep: Class 10 contains 158578 members 
Mstep: Class 12 contains 192687 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 16 contains 168687 members 
Mstep: Class 17 contains 171885 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435616.000000 Penalty: 59405.718750
Iteration 159Q: 18 clusters Score -1.664356e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 35853 members 
Mstep: Class 7 contains 13541 members 
Mstep: Class 8 contains 167985 members 
Mstep: Class 9 contains 175068 members 
Mstep: Class 10 contains 158611 members 
Mstep: Class 12 contains 192614 members 
Mstep: Class 13 contains 166902 members 
Mstep: Class 16 contains 168702 members 
Mstep: Class 17 contains 171880 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33997 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435776.000000 Penalty: 59405.718750
Iteration 160F: 18 clusters Score -1.664358e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 35855 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 167973 members 
Mstep: Class 9 contains 175121 members 
Mstep: Class 10 contains 158609 members 
Mstep: Class 12 contains 192536 members 
Mstep: Class 13 contains 166898 members 
Mstep: Class 16 contains 168735 members 
Mstep: Class 17 contains 171888 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33991 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435712.000000 Penalty: 59405.718750
Iteration 161Q: 18 clusters Score -1.664357e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11032 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11473 members 
Mstep: Class 6 contains 35865 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 167962 members 
Mstep: Class 9 contains 175125 members 
Mstep: Class 10 contains 158617 members 
Mstep: Class 12 contains 192436 members 
Mstep: Class 13 contains 166926 members 
Mstep: Class 16 contains 168787 members 
Mstep: Class 17 contains 171885 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33991 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435872.000000 Penalty: 59405.718750
Iteration 162Q: 18 clusters Score -1.664359e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11061 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 35869 members 
Mstep: Class 7 contains 13503 members 
Mstep: Class 8 contains 167953 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 158633 members 
Mstep: Class 12 contains 192372 members 
Mstep: Class 13 contains 166935 members 
Mstep: Class 16 contains 168822 members 
Mstep: Class 17 contains 171878 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33985 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436160.000000 Penalty: 59405.718750
Iteration 163Q: 18 clusters Score -1.664362e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11091 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11476 members 
Mstep: Class 6 contains 35864 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 167944 members 
Mstep: Class 9 contains 175164 members 
Mstep: Class 10 contains 158645 members 
Mstep: Class 12 contains 192305 members 
Mstep: Class 13 contains 166948 members 
Mstep: Class 16 contains 168811 members 
Mstep: Class 17 contains 171881 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33986 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436048.000000 Penalty: 59405.718750
Iteration 164Q: 18 clusters Score -1.66436e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11468 members 
Mstep: Class 6 contains 35860 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 167940 members 
Mstep: Class 9 contains 175169 members 
Mstep: Class 10 contains 158685 members 
Mstep: Class 12 contains 192222 members 
Mstep: Class 13 contains 166970 members 
Mstep: Class 16 contains 168829 members 
Mstep: Class 17 contains 171877 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436384.000000 Penalty: 59405.718750
Iteration 165Q: 18 clusters Score -1.664364e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11151 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11468 members 
Mstep: Class 6 contains 35864 members 
Mstep: Class 7 contains 13465 members 
Mstep: Class 8 contains 167942 members 
Mstep: Class 9 contains 175206 members 
Mstep: Class 10 contains 158723 members 
Mstep: Class 12 contains 192146 members 
Mstep: Class 13 contains 166987 members 
Mstep: Class 16 contains 168810 members 
Mstep: Class 17 contains 171859 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33989 members 
Mstep: Class 20 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436144.000000 Penalty: 59405.718750
Iteration 166Q: 18 clusters Score -1.664361e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11170 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11463 members 
Mstep: Class 6 contains 35868 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 167961 members 
Mstep: Class 9 contains 175210 members 
Mstep: Class 10 contains 158743 members 
Mstep: Class 12 contains 192069 members 
Mstep: Class 13 contains 167024 members 
Mstep: Class 16 contains 168829 members 
Mstep: Class 17 contains 171848 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33983 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 59405.718750
Iteration 167Q: 18 clusters Score -1.66436e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11459 members 
Mstep: Class 6 contains 35866 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 167990 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 158792 members 
Mstep: Class 12 contains 191976 members 
Mstep: Class 13 contains 167049 members 
Mstep: Class 16 contains 168853 members 
Mstep: Class 17 contains 171833 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33982 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436080.000000 Penalty: 59405.718750
Iteration 168Q: 18 clusters Score -1.664361e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11196 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11452 members 
Mstep: Class 6 contains 35872 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 168031 members 
Mstep: Class 9 contains 175225 members 
Mstep: Class 10 contains 158830 members 
Mstep: Class 12 contains 191882 members 
Mstep: Class 13 contains 167065 members 
Mstep: Class 16 contains 168896 members 
Mstep: Class 17 contains 171807 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33976 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435920.000000 Penalty: 59405.718750
Iteration 169Q: 18 clusters Score -1.664359e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11211 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11445 members 
Mstep: Class 6 contains 35885 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 168072 members 
Mstep: Class 9 contains 175215 members 
Mstep: Class 10 contains 158858 members 
Mstep: Class 12 contains 191822 members 
Mstep: Class 13 contains 167079 members 
Mstep: Class 16 contains 168934 members 
Mstep: Class 17 contains 171772 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33971 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435856.000000 Penalty: 59405.718750
Iteration 170Q: 18 clusters Score -1.664359e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 35896 members 
Mstep: Class 7 contains 13312 members 
Mstep: Class 8 contains 168093 members 
Mstep: Class 9 contains 175146 members 
Mstep: Class 10 contains 158905 members 
Mstep: Class 12 contains 191749 members 
Mstep: Class 13 contains 167103 members 
Mstep: Class 16 contains 168997 members 
Mstep: Class 17 contains 171768 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33973 members 
Mstep: Class 20 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435760.000000 Penalty: 59405.718750
Iteration 171Q: 18 clusters Score -1.664358e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11237 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11439 members 
Mstep: Class 6 contains 35902 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 168115 members 
Mstep: Class 9 contains 175110 members 
Mstep: Class 10 contains 158974 members 
Mstep: Class 12 contains 191681 members 
Mstep: Class 13 contains 167136 members 
Mstep: Class 16 contains 169005 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33971 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436000.000000 Penalty: 59405.718750
Iteration 172Q: 18 clusters Score -1.66436e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11437 members 
Mstep: Class 6 contains 35897 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 168146 members 
Mstep: Class 9 contains 175123 members 
Mstep: Class 10 contains 159076 members 
Mstep: Class 12 contains 191626 members 
Mstep: Class 13 contains 167142 members 
Mstep: Class 16 contains 168973 members 
Mstep: Class 17 contains 171731 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33966 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435872.000000 Penalty: 59405.718750
Iteration 173Q: 18 clusters Score -1.664359e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11438 members 
Mstep: Class 6 contains 35892 members 
Mstep: Class 7 contains 13223 members 
Mstep: Class 8 contains 168162 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 159161 members 
Mstep: Class 12 contains 191562 members 
Mstep: Class 13 contains 167136 members 
Mstep: Class 16 contains 168915 members 
Mstep: Class 17 contains 171736 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33966 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 59405.718750
Iteration 174Q: 18 clusters Score -1.66436e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 35890 members 
Mstep: Class 7 contains 13200 members 
Mstep: Class 8 contains 168182 members 
Mstep: Class 9 contains 175185 members 
Mstep: Class 10 contains 159207 members 
Mstep: Class 12 contains 191513 members 
Mstep: Class 13 contains 167130 members 
Mstep: Class 16 contains 168905 members 
Mstep: Class 17 contains 171722 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33968 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435824.000000 Penalty: 59405.718750
Iteration 175Q: 18 clusters Score -1.664358e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 35888 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 168198 members 
Mstep: Class 9 contains 175219 members 
Mstep: Class 10 contains 159254 members 
Mstep: Class 12 contains 191446 members 
Mstep: Class 13 contains 167130 members 
Mstep: Class 16 contains 168883 members 
Mstep: Class 17 contains 171715 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33966 members 
Mstep: Class 20 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435808.000000 Penalty: 59405.718750
Iteration 176Q: 18 clusters Score -1.664358e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 35895 members 
Mstep: Class 7 contains 13154 members 
Mstep: Class 8 contains 168202 members 
Mstep: Class 9 contains 175273 members 
Mstep: Class 10 contains 159269 members 
Mstep: Class 12 contains 191348 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 168900 members 
Mstep: Class 17 contains 171695 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33963 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435936.000000 Penalty: 59405.718750
Iteration 177Q: 18 clusters Score -1.664359e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11343 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 35903 members 
Mstep: Class 7 contains 13133 members 
Mstep: Class 8 contains 168219 members 
Mstep: Class 9 contains 175337 members 
Mstep: Class 10 contains 159306 members 
Mstep: Class 12 contains 191265 members 
Mstep: Class 13 contains 167130 members 
Mstep: Class 16 contains 168902 members 
Mstep: Class 17 contains 171681 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33954 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435744.000000 Penalty: 59405.718750
Iteration 178Q: 18 clusters Score -1.664357e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11431 members 
Mstep: Class 6 contains 35913 members 
Mstep: Class 7 contains 13103 members 
Mstep: Class 8 contains 168237 members 
Mstep: Class 9 contains 175394 members 
Mstep: Class 10 contains 159342 members 
Mstep: Class 12 contains 191210 members 
Mstep: Class 13 contains 167155 members 
Mstep: Class 16 contains 168863 members 
Mstep: Class 17 contains 171657 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33947 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435920.000000 Penalty: 59405.718750
Iteration 179Q: 18 clusters Score -1.664359e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11378 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11426 members 
Mstep: Class 6 contains 35915 members 
Mstep: Class 7 contains 13077 members 
Mstep: Class 8 contains 168252 members 
Mstep: Class 9 contains 175390 members 
Mstep: Class 10 contains 159388 members 
Mstep: Class 12 contains 191175 members 
Mstep: Class 13 contains 167165 members 
Mstep: Class 16 contains 168865 members 
Mstep: Class 17 contains 171627 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33948 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436016.000000 Penalty: 59405.718750
Iteration 180F: 18 clusters Score -1.66436e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11386 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 35924 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 168252 members 
Mstep: Class 9 contains 175404 members 
Mstep: Class 10 contains 159439 members 
Mstep: Class 12 contains 191133 members 
Mstep: Class 13 contains 167165 members 
Mstep: Class 16 contains 168845 members 
Mstep: Class 17 contains 171638 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33950 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
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Score: -166435952.000000 Penalty: 59405.718750
Iteration 181Q: 18 clusters Score -1.66436e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11405 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11420 members 
Mstep: Class 6 contains 35928 members 
Mstep: Class 7 contains 13027 members 
Mstep: Class 8 contains 168245 members 
Mstep: Class 9 contains 175314 members 
Mstep: Class 10 contains 159512 members 
Mstep: Class 12 contains 191085 members 
Mstep: Class 13 contains 167197 members 
Mstep: Class 16 contains 168859 members 
Mstep: Class 17 contains 171665 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33949 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435792.000000 Penalty: 59405.718750
Iteration 182Q: 18 clusters Score -1.664358e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11417 members 
Mstep: Class 6 contains 35937 members 
Mstep: Class 7 contains 13007 members 
Mstep: Class 8 contains 168239 members 
Mstep: Class 9 contains 175227 members 
Mstep: Class 10 contains 159625 members 
Mstep: Class 12 contains 191021 members 
Mstep: Class 13 contains 167222 members 
Mstep: Class 16 contains 168863 members 
Mstep: Class 17 contains 171688 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33943 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 59405.718750
Iteration 183Q: 18 clusters Score -1.66436e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11435 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11409 members 
Mstep: Class 6 contains 35937 members 
Mstep: Class 7 contains 12995 members 
Mstep: Class 8 contains 168237 members 
Mstep: Class 9 contains 175187 members 
Mstep: Class 10 contains 159647 members 
Mstep: Class 12 contains 190977 members 
Mstep: Class 13 contains 167258 members 
Mstep: Class 16 contains 168882 members 
Mstep: Class 17 contains 171698 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33943 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436208.000000 Penalty: 59405.718750
Iteration 184Q: 18 clusters Score -1.664362e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11409 members 
Mstep: Class 6 contains 35943 members 
Mstep: Class 7 contains 12985 members 
Mstep: Class 8 contains 168222 members 
Mstep: Class 9 contains 175181 members 
Mstep: Class 10 contains 159633 members 
Mstep: Class 12 contains 190936 members 
Mstep: Class 13 contains 167288 members 
Mstep: Class 16 contains 168910 members 
Mstep: Class 17 contains 171708 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
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Score: -166436112.000000 Penalty: 59405.718750
Iteration 185Q: 18 clusters Score -1.664361e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11485 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11410 members 
Mstep: Class 6 contains 35943 members 
Mstep: Class 7 contains 12976 members 
Mstep: Class 8 contains 168207 members 
Mstep: Class 9 contains 175169 members 
Mstep: Class 10 contains 159608 members 
Mstep: Class 12 contains 190887 members 
Mstep: Class 13 contains 167289 members 
Mstep: Class 16 contains 168971 members 
Mstep: Class 17 contains 171728 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 59405.718750
Iteration 186Q: 18 clusters Score -1.66436e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 35951 members 
Mstep: Class 7 contains 12962 members 
Mstep: Class 8 contains 168193 members 
Mstep: Class 9 contains 175096 members 
Mstep: Class 10 contains 159622 members 
Mstep: Class 12 contains 190846 members 
Mstep: Class 13 contains 167322 members 
Mstep: Class 16 contains 169013 members 
Mstep: Class 17 contains 171755 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33921 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436096.000000 Penalty: 59405.718750
Iteration 187Q: 18 clusters Score -1.664361e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 35959 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 168187 members 
Mstep: Class 9 contains 175039 members 
Mstep: Class 10 contains 159632 members 
Mstep: Class 12 contains 190813 members 
Mstep: Class 13 contains 167363 members 
Mstep: Class 16 contains 169026 members 
Mstep: Class 17 contains 171768 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33914 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Iteration 188Q: 18 clusters Score -1.664359e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11573 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11412 members 
Mstep: Class 6 contains 35962 members 
Mstep: Class 7 contains 12938 members 
Mstep: Class 8 contains 168174 members 
Mstep: Class 9 contains 175022 members 
Mstep: Class 10 contains 159685 members 
Mstep: Class 12 contains 190788 members 
Mstep: Class 13 contains 167374 members 
Mstep: Class 16 contains 169035 members 
Mstep: Class 17 contains 171737 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33906 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Score: -166435760.000000 Penalty: 59405.718750
Iteration 189Q: 18 clusters Score -1.664358e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11413 members 
Mstep: Class 6 contains 35971 members 
Mstep: Class 7 contains 12925 members 
Mstep: Class 8 contains 168169 members 
Mstep: Class 9 contains 174976 members 
Mstep: Class 10 contains 159765 members 
Mstep: Class 12 contains 190745 members 
Mstep: Class 13 contains 167382 members 
Mstep: Class 16 contains 169065 members 
Mstep: Class 17 contains 171701 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33900 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 18 clusters Score -1.66436e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11619 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 35970 members 
Mstep: Class 7 contains 12919 members 
Mstep: Class 8 contains 168151 members 
Mstep: Class 9 contains 174910 members 
Mstep: Class 10 contains 159857 members 
Mstep: Class 12 contains 190706 members 
Mstep: Class 13 contains 167378 members 
Mstep: Class 16 contains 169083 members 
Mstep: Class 17 contains 171692 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33902 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Iteration 191Q: 18 clusters Score -1.664358e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11640 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 35974 members 
Mstep: Class 7 contains 12908 members 
Mstep: Class 8 contains 168143 members 
Mstep: Class 9 contains 174816 members 
Mstep: Class 10 contains 159937 members 
Mstep: Class 12 contains 190667 members 
Mstep: Class 13 contains 167407 members 
Mstep: Class 16 contains 169094 members 
Mstep: Class 17 contains 171702 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33902 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Iteration 192Q: 18 clusters Score -1.664355e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 35986 members 
Mstep: Class 7 contains 12884 members 
Mstep: Class 8 contains 168145 members 
Mstep: Class 9 contains 174764 members 
Mstep: Class 10 contains 159998 members 
Mstep: Class 12 contains 190636 members 
Mstep: Class 13 contains 167407 members 
Mstep: Class 16 contains 169096 members 
Mstep: Class 17 contains 171712 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33894 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Iteration 193Q: 18 clusters Score -1.664358e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11689 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11416 members 
Mstep: Class 6 contains 35996 members 
Mstep: Class 7 contains 12854 members 
Mstep: Class 8 contains 168135 members 
Mstep: Class 9 contains 174701 members 
Mstep: Class 10 contains 160104 members 
Mstep: Class 12 contains 190580 members 
Mstep: Class 13 contains 167412 members 
Mstep: Class 16 contains 169083 members 
Mstep: Class 17 contains 171746 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33889 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
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Iteration 194Q: 18 clusters Score -1.664361e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11412 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 168136 members 
Mstep: Class 9 contains 174586 members 
Mstep: Class 10 contains 160231 members 
Mstep: Class 12 contains 190514 members 
Mstep: Class 13 contains 167440 members 
Mstep: Class 16 contains 169099 members 
Mstep: Class 17 contains 171769 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33891 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
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Iteration 195Q: 18 clusters Score -1.664359e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11695 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11404 members 
Mstep: Class 6 contains 36025 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 168146 members 
Mstep: Class 9 contains 174483 members 
Mstep: Class 10 contains 160403 members 
Mstep: Class 12 contains 190451 members 
Mstep: Class 13 contains 167465 members 
Mstep: Class 16 contains 169090 members 
Mstep: Class 17 contains 171763 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33887 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
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Iteration 196Q: 18 clusters Score -1.664358e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11693 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11403 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 12779 members 
Mstep: Class 8 contains 168156 members 
Mstep: Class 9 contains 174395 members 
Mstep: Class 10 contains 160561 members 
Mstep: Class 12 contains 190389 members 
Mstep: Class 13 contains 167470 members 
Mstep: Class 16 contains 169079 members 
Mstep: Class 17 contains 171756 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33876 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
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Iteration 197Q: 18 clusters Score -1.664357e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11692 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11402 members 
Mstep: Class 6 contains 36054 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 168161 members 
Mstep: Class 9 contains 174368 members 
Mstep: Class 10 contains 160720 members 
Mstep: Class 12 contains 190367 members 
Mstep: Class 13 contains 167495 members 
Mstep: Class 16 contains 168971 members 
Mstep: Class 17 contains 171747 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33866 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435600.000000 Penalty: 59405.718750
Iteration 198Q: 18 clusters Score -1.664356e+08 nChanged 1672
Entering ConstructFrom: 
Score: -166435600.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71372.039062 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -71372.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69779.187500 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -69779.19 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70446.734375 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -70446.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70793.101562 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -70793.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70969.812500 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -70969.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71049.687500 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -71049.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71109.242188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -71109.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71147.968750 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -71147.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71166.164062 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -71166.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71172.968750 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -71172.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71174.007812 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -71174.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71176.015625 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -71176.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71176.015625 Penalty: 3284.877197
	Iteration 11F: 3 clusters Score -71176.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -560758.125000 Penalty: 2083.975830
	Iteration 0F: 2 clusters Score -560758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -556585.250000 Penalty: 4167.951660
	Iteration 0F: 3 clusters Score -556585.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -557515.125000 Penalty: 4167.951660
	Iteration 1F: 3 clusters Score -557515.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -557747.750000 Penalty: 4167.951660
	Iteration 2F: 3 clusters Score -557747.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -557903.562500 Penalty: 4167.951660
	Iteration 3F: 3 clusters Score -557903.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -558021.250000 Penalty: 4167.951660
	Iteration 4Q: 3 clusters Score -558021.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -558110.750000 Penalty: 4167.951660
	Iteration 5Q: 3 clusters Score -558110.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -558168.750000 Penalty: 4167.951660
	Iteration 6Q: 3 clusters Score -558168.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -558220.687500 Penalty: 4167.951660
	Iteration 7Q: 3 clusters Score -558220.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -558271.812500 Penalty: 4167.951660
	Iteration 8Q: 3 clusters Score -558271.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -558324.750000 Penalty: 4167.951660
	Iteration 9Q: 3 clusters Score -558324.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -558381.312500 Penalty: 4167.951660
	Iteration 10Q: 3 clusters Score -558381.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -558442.750000 Penalty: 4167.951660
	Iteration 11Q: 3 clusters Score -558442.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -558505.562500 Penalty: 4167.951660
	Iteration 12Q: 3 clusters Score -558505.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -558553.562500 Penalty: 4167.951660
	Iteration 13Q: 3 clusters Score -558553.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -558603.875000 Penalty: 4167.951660
	Iteration 14Q: 3 clusters Score -558603.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -558659.625000 Penalty: 4167.951660
	Iteration 15Q: 3 clusters Score -558659.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -558713.687500 Penalty: 4167.951660
	Iteration 16Q: 3 clusters Score -558713.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -558769.812500 Penalty: 4167.951660
	Iteration 17Q: 3 clusters Score -558769.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558823.375000 Penalty: 4167.951660
	Iteration 18Q: 3 clusters Score -558823.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -558860.375000 Penalty: 4167.951660
	Iteration 19Q: 3 clusters Score -558860.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -558897.437500 Penalty: 4167.951660
	Iteration 20F: 3 clusters Score -558897.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -558925.625000 Penalty: 4167.951660
	Iteration 21Q: 3 clusters Score -558925.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -558951.750000 Penalty: 4167.951660
	Iteration 22Q: 3 clusters Score -558951.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -558976.937500 Penalty: 4167.951660
	Iteration 23Q: 3 clusters Score -558976.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -558995.437500 Penalty: 4167.951660
	Iteration 24Q: 3 clusters Score -558995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -559009.187500 Penalty: 4167.951660
	Iteration 25Q: 3 clusters Score -559009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -559025.062500 Penalty: 4167.951660
	Iteration 26Q: 3 clusters Score -559025.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -559040.937500 Penalty: 4167.951660
	Iteration 27Q: 3 clusters Score -559040.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -559050.750000 Penalty: 4167.951660
	Iteration 28Q: 3 clusters Score -559050.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -559059.812500 Penalty: 4167.951660
	Iteration 29Q: 3 clusters Score -559059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -559066.750000 Penalty: 4167.951660
	Iteration 30Q: 3 clusters Score -559066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -559071.625000 Penalty: 4167.951660
	Iteration 31Q: 3 clusters Score -559071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -559074.562500 Penalty: 4167.951660
	Iteration 32Q: 3 clusters Score -559074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -559078.125000 Penalty: 4167.951660
	Iteration 33Q: 3 clusters Score -559078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -559078.125000 Penalty: 4167.951660
	Iteration 34F: 3 clusters Score -559078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -1499186.000000 Penalty: 2322.846680
	Iteration 0F: 2 clusters Score -1499186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1490527.625000 Penalty: 4645.693359
	Iteration 0F: 3 clusters Score -1490528 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1493287.750000 Penalty: 4645.693359
	Iteration 1F: 3 clusters Score -1493288 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1493806.125000 Penalty: 4645.693359
	Iteration 2F: 3 clusters Score -1493806 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1494259.750000 Penalty: 4645.693359
	Iteration 3F: 3 clusters Score -1494260 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1494741.250000 Penalty: 4645.693359
	Iteration 4F: 3 clusters Score -1494741 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1495254.000000 Penalty: 4645.693359
	Iteration 5F: 3 clusters Score -1495254 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1495723.625000 Penalty: 4645.693359
	Iteration 6F: 3 clusters Score -1495724 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1496134.500000 Penalty: 4645.693359
	Iteration 7F: 3 clusters Score -1496134 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1496585.625000 Penalty: 4645.693359
	Iteration 8Q: 3 clusters Score -1496586 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1497011.500000 Penalty: 4645.693359
	Iteration 9Q: 3 clusters Score -1497012 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1497285.250000 Penalty: 4645.693359
	Iteration 10Q: 3 clusters Score -1497285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1497417.750000 Penalty: 4645.693359
	Iteration 11Q: 3 clusters Score -1497418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1497498.500000 Penalty: 4645.693359
	Iteration 12Q: 3 clusters Score -1497498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1497562.500000 Penalty: 4645.693359
	Iteration 13Q: 3 clusters Score -1497562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1497620.000000 Penalty: 4645.693359
	Iteration 14Q: 3 clusters Score -1497620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1497659.375000 Penalty: 4645.693359
	Iteration 15Q: 3 clusters Score -1497659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1497700.625000 Penalty: 4645.693359
	Iteration 16Q: 3 clusters Score -1497701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1497720.375000 Penalty: 4645.693359
	Iteration 17Q: 3 clusters Score -1497720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1497730.375000 Penalty: 4645.693359
	Iteration 18Q: 3 clusters Score -1497730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1497740.250000 Penalty: 4645.693359
	Iteration 19Q: 3 clusters Score -1497740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1497747.500000 Penalty: 4645.693359
	Iteration 20F: 3 clusters Score -1497748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1497758.750000 Penalty: 4645.693359
	Iteration 21Q: 3 clusters Score -1497759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1497766.875000 Penalty: 4645.693359
	Iteration 22Q: 3 clusters Score -1497767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1497767.875000 Penalty: 4645.693359
	Iteration 23Q: 3 clusters Score -1497768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1497768.875000 Penalty: 4645.693359
	Iteration 24Q: 3 clusters Score -1497769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1497773.250000 Penalty: 4645.693359
	Iteration 25Q: 3 clusters Score -1497773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1497772.000000 Penalty: 4645.693359
	Iteration 26Q: 3 clusters Score -1497772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1497776.750000 Penalty: 4645.693359
	Iteration 27Q: 3 clusters Score -1497777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1497780.000000 Penalty: 4645.693359
	Iteration 28Q: 3 clusters Score -1497780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1497778.500000 Penalty: 4645.693359
	Iteration 29Q: 3 clusters Score -1497778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1497783.375000 Penalty: 4645.693359
	Iteration 30Q: 3 clusters Score -1497783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1497783.375000 Penalty: 4645.693359
	Iteration 31Q: 3 clusters Score -1497783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1497783.375000 Penalty: 4645.693359
	Iteration 32Q: 3 clusters Score -1497783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1497785.875000 Penalty: 4645.693359
	Iteration 33Q: 3 clusters Score -1497786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1497788.250000 Penalty: 4645.693359
	Iteration 34Q: 3 clusters Score -1497788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1497791.750000 Penalty: 4645.693359
	Iteration 35Q: 3 clusters Score -1497792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1497796.000000 Penalty: 4645.693359
	Iteration 36Q: 3 clusters Score -1497796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1497798.875000 Penalty: 4645.693359
	Iteration 37Q: 3 clusters Score -1497799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1497796.375000 Penalty: 4645.693359
	Iteration 38Q: 3 clusters Score -1497796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1497803.875000 Penalty: 4645.693359
	Iteration 39Q: 3 clusters Score -1497804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1497804.000000 Penalty: 4645.693359
	Iteration 40F: 3 clusters Score -1497804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1497806.500000 Penalty: 4645.693359
	Iteration 41Q: 3 clusters Score -1497806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1497809.875000 Penalty: 4645.693359
	Iteration 42Q: 3 clusters Score -1497810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1497808.125000 Penalty: 4645.693359
	Iteration 43Q: 3 clusters Score -1497808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1497807.875000 Penalty: 4645.693359
	Iteration 44Q: 3 clusters Score -1497808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1497810.000000 Penalty: 4645.693359
	Iteration 45Q: 3 clusters Score -1497810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1497810.000000 Penalty: 4645.693359
	Iteration 46Q: 3 clusters Score -1497810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1497812.750000 Penalty: 4645.693359
	Iteration 47Q: 3 clusters Score -1497813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1497817.500000 Penalty: 4645.693359
	Iteration 48Q: 3 clusters Score -1497818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1497815.375000 Penalty: 4645.693359
	Iteration 49Q: 3 clusters Score -1497815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1497815.375000 Penalty: 4645.693359
	Iteration 50F: 3 clusters Score -1497815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136251.218750 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136251.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -136946.437500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136946.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137295.140625 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137295.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137565.984375 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137763.781250 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -137763.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138017.437500 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -138017.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138251.812500 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -138251.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138414.156250 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -138414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -138473.203125 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -138473.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138506.265625 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -138506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138519.078125 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -138519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138547.578125 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -138547.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138581.515625 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -138581.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138616.156250 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -138616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138680.968750 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -138681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138873.531250 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -138873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -139068.750000 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -139068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139074.437500 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -139074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139079.703125 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -139079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139091.703125 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -139091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139102.328125 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -139102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139108.281250 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -139108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139116.046875 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -139116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139148.531250 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -139148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139226.250000 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -139226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139414.234375 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -139414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139509.906250 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -139509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139520.453125 Penalty: 3552.549072
	Iteration 27Q: 3 clusters Score -139520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139533.750000 Penalty: 3552.549072
	Iteration 28Q: 3 clusters Score -139533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139533.750000 Penalty: 3552.549072
	Iteration 29F: 3 clusters Score -139533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 36068 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 168152 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 190325 members 
Mstep: Class 13 contains 167488 members 
Mstep: Class 16 contains 168916 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33859 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
Score: -166435120.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166435600.000000 to -166435120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Entering Unmasked Estep 
Score: -1403026.000000 Penalty: 2316.528809
	Iteration 0F: 2 clusters Score -1403026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1394506.875000 Penalty: 4633.057617
	Iteration 0F: 3 clusters Score -1394507 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1396971.125000 Penalty: 4633.057617
	Iteration 1F: 3 clusters Score -1396971 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1397277.625000 Penalty: 4633.057617
	Iteration 2F: 3 clusters Score -1397278 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1397501.750000 Penalty: 4633.057617
	Iteration 3F: 3 clusters Score -1397502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1397656.500000 Penalty: 4633.057617
	Iteration 4Q: 3 clusters Score -1397656 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1397771.375000 Penalty: 4633.057617
	Iteration 5Q: 3 clusters Score -1397771 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1397872.250000 Penalty: 4633.057617
	Iteration 6Q: 3 clusters Score -1397872 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1397969.500000 Penalty: 4633.057617
	Iteration 7Q: 3 clusters Score -1397970 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1398077.250000 Penalty: 4633.057617
	Iteration 8Q: 3 clusters Score -1398077 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1398190.250000 Penalty: 4633.057617
	Iteration 9Q: 3 clusters Score -1398190 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1398346.625000 Penalty: 4633.057617
	Iteration 10Q: 3 clusters Score -1398347 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1398566.875000 Penalty: 4633.057617
	Iteration 11Q: 3 clusters Score -1398567 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1398844.875000 Penalty: 4633.057617
	Iteration 12Q: 3 clusters Score -1398845 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1399185.375000 Penalty: 4633.057617
	Iteration 13Q: 3 clusters Score -1399185 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1399627.625000 Penalty: 4633.057617
	Iteration 14Q: 3 clusters Score -1399628 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1400091.875000 Penalty: 4633.057617
	Iteration 15F: 3 clusters Score -1400092 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1400518.375000 Penalty: 4633.057617
	Iteration 16Q: 3 clusters Score -1400518 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1400880.250000 Penalty: 4633.057617
	Iteration 17Q: 3 clusters Score -1400880 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1401181.125000 Penalty: 4633.057617
	Iteration 18Q: 3 clusters Score -1401181 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1401463.750000 Penalty: 4633.057617
	Iteration 19Q: 3 clusters Score -1401464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1401687.875000 Penalty: 4633.057617
	Iteration 20F: 3 clusters Score -1401688 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1401838.500000 Penalty: 4633.057617
	Iteration 21Q: 3 clusters Score -1401838 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1401922.125000 Penalty: 4633.057617
	Iteration 22Q: 3 clusters Score -1401922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1401961.500000 Penalty: 4633.057617
	Iteration 23Q: 3 clusters Score -1401962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1401991.125000 Penalty: 4633.057617
	Iteration 24Q: 3 clusters Score -1401991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1402002.125000 Penalty: 4633.057617
	Iteration 25Q: 3 clusters Score -1402002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1402012.750000 Penalty: 4633.057617
	Iteration 26Q: 3 clusters Score -1402013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1402017.375000 Penalty: 4633.057617
	Iteration 27Q: 3 clusters Score -1402017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1402018.875000 Penalty: 4633.057617
	Iteration 28Q: 3 clusters Score -1402019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1402020.750000 Penalty: 4633.057617
	Iteration 29Q: 3 clusters Score -1402021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1402019.125000 Penalty: 4633.057617
	Iteration 30Q: 3 clusters Score -1402019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1402022.625000 Penalty: 4633.057617
	Iteration 31Q: 3 clusters Score -1402023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1402023.750000 Penalty: 4633.057617
	Iteration 32Q: 3 clusters Score -1402024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1402023.250000 Penalty: 4633.057617
	Iteration 33Q: 3 clusters Score -1402023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1402025.000000 Penalty: 4633.057617
	Iteration 34Q: 3 clusters Score -1402025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1402024.875000 Penalty: 4633.057617
	Iteration 35Q: 3 clusters Score -1402025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1402024.500000 Penalty: 4633.057617
	Iteration 36Q: 3 clusters Score -1402024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1402024.250000 Penalty: 4633.057617
	Iteration 37Q: 3 clusters Score -1402024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1402024.125000 Penalty: 4633.057617
	Iteration 38Q: 3 clusters Score -1402024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1402024.125000 Penalty: 4633.057617
	Iteration 39F: 3 clusters Score -1402024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Entering Unmasked Estep 
Score: -4572719.500000 Penalty: 2602.303955
	Iteration 0F: 2 clusters Score -4572720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4548373.500000 Penalty: 5204.607910
	Iteration 0F: 3 clusters Score -4548374 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4557252.500000 Penalty: 5204.607910
	Iteration 1F: 3 clusters Score -4557252 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4557730.500000 Penalty: 5204.607910
	Iteration 2Q: 3 clusters Score -4557730 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4558182.500000 Penalty: 5204.607910
	Iteration 3Q: 3 clusters Score -4558182 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4558643.500000 Penalty: 5204.607910
	Iteration 4Q: 3 clusters Score -4558644 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4559132.000000 Penalty: 5204.607910
	Iteration 5Q: 3 clusters Score -4559132 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4559791.000000 Penalty: 5204.607910
	Iteration 6Q: 3 clusters Score -4559791 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4560777.500000 Penalty: 5204.607910
	Iteration 7Q: 3 clusters Score -4560778 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4562329.000000 Penalty: 5204.607910
	Iteration 8F: 3 clusters Score -4562329 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4564481.500000 Penalty: 5204.607910
	Iteration 9F: 3 clusters Score -4564482 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4566538.000000 Penalty: 5204.607910
	Iteration 10F: 3 clusters Score -4566538 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4567913.500000 Penalty: 5204.607910
	Iteration 11F: 3 clusters Score -4567914 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4568813.000000 Penalty: 5204.607910
	Iteration 12Q: 3 clusters Score -4568813 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4569443.000000 Penalty: 5204.607910
	Iteration 13Q: 3 clusters Score -4569443 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4569905.000000 Penalty: 5204.607910
	Iteration 14Q: 3 clusters Score -4569905 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4570169.500000 Penalty: 5204.607910
	Iteration 15Q: 3 clusters Score -4570170 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4570266.000000 Penalty: 5204.607910
	Iteration 16Q: 3 clusters Score -4570266 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4570321.500000 Penalty: 5204.607910
	Iteration 17Q: 3 clusters Score -4570322 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4570354.000000 Penalty: 5204.607910
	Iteration 18Q: 3 clusters Score -4570354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4570389.000000 Penalty: 5204.607910
	Iteration 19Q: 3 clusters Score -4570389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4570410.000000 Penalty: 5204.607910
	Iteration 20F: 3 clusters Score -4570410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4570430.000000 Penalty: 5204.607910
	Iteration 21Q: 3 clusters Score -4570430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4570439.000000 Penalty: 5204.607910
	Iteration 22Q: 3 clusters Score -4570439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4570442.500000 Penalty: 5204.607910
	Iteration 23Q: 3 clusters Score -4570442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4570456.500000 Penalty: 5204.607910
	Iteration 24Q: 3 clusters Score -4570456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4570471.500000 Penalty: 5204.607910
	Iteration 25Q: 3 clusters Score -4570472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4570466.500000 Penalty: 5204.607910
	Iteration 26Q: 3 clusters Score -4570466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4570459.500000 Penalty: 5204.607910
	Iteration 27Q: 3 clusters Score -4570460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4570463.000000 Penalty: 5204.607910
	Iteration 28Q: 3 clusters Score -4570463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4570463.500000 Penalty: 5204.607910
	Iteration 29Q: 3 clusters Score -4570464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4570460.500000 Penalty: 5204.607910
	Iteration 30Q: 3 clusters Score -4570460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -4570466.500000 Penalty: 5204.607910
	Iteration 31Q: 3 clusters Score -4570466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4570470.500000 Penalty: 5204.607910
	Iteration 32Q: 3 clusters Score -4570470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4570478.500000 Penalty: 5204.607910
	Iteration 33Q: 3 clusters Score -4570478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4570475.000000 Penalty: 5204.607910
	Iteration 34Q: 3 clusters Score -4570475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4570471.500000 Penalty: 5204.607910
	Iteration 35Q: 3 clusters Score -4570472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4570474.500000 Penalty: 5204.607910
	Iteration 36Q: 3 clusters Score -4570474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4570483.000000 Penalty: 5204.607910
	Iteration 37Q: 3 clusters Score -4570483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4570474.000000 Penalty: 5204.607910
	Iteration 38Q: 3 clusters Score -4570474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4570468.000000 Penalty: 5204.607910
	Iteration 39Q: 3 clusters Score -4570468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4570472.500000 Penalty: 5204.607910
	Iteration 40F: 3 clusters Score -4570472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4570468.000000 Penalty: 5204.607910
	Iteration 41Q: 3 clusters Score -4570468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4570466.500000 Penalty: 5204.607910
	Iteration 42Q: 3 clusters Score -4570466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4570467.500000 Penalty: 5204.607910
	Iteration 43Q: 3 clusters Score -4570468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4570474.500000 Penalty: 5204.607910
	Iteration 44Q: 3 clusters Score -4570474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4570472.000000 Penalty: 5204.607910
	Iteration 45Q: 3 clusters Score -4570472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4570468.500000 Penalty: 5204.607910
	Iteration 46Q: 3 clusters Score -4570468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4570468.000000 Penalty: 5204.607910
	Iteration 47Q: 3 clusters Score -4570468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4570472.000000 Penalty: 5204.607910
	Iteration 48Q: 3 clusters Score -4570472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4570477.000000 Penalty: 5204.607910
	Iteration 49Q: 3 clusters Score -4570477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4570470.500000 Penalty: 5204.607910
	Iteration 50Q: 3 clusters Score -4570470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 51Q: 3 clusters Score -4570473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 52Q: 3 clusters Score -4570473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4570471.500000 Penalty: 5204.607910
	Iteration 53Q: 3 clusters Score -4570472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4570473.500000 Penalty: 5204.607910
	Iteration 54Q: 3 clusters Score -4570474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -4570471.000000 Penalty: 5204.607910
	Iteration 55Q: 3 clusters Score -4570471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4570476.500000 Penalty: 5204.607910
	Iteration 56Q: 3 clusters Score -4570476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4570475.000000 Penalty: 5204.607910
	Iteration 57Q: 3 clusters Score -4570475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 58Q: 3 clusters Score -4570473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4570475.000000 Penalty: 5204.607910
	Iteration 59Q: 3 clusters Score -4570475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4570477.000000 Penalty: 5204.607910
	Iteration 60F: 3 clusters Score -4570477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4570479.500000 Penalty: 5204.607910
	Iteration 61Q: 3 clusters Score -4570480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4570481.500000 Penalty: 5204.607910
	Iteration 62Q: 3 clusters Score -4570482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 63Q: 3 clusters Score -4570473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4570469.500000 Penalty: 5204.607910
	Iteration 64Q: 3 clusters Score -4570470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4570470.500000 Penalty: 5204.607910
	Iteration 65Q: 3 clusters Score -4570470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4570472.000000 Penalty: 5204.607910
	Iteration 66Q: 3 clusters Score -4570472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4570479.000000 Penalty: 5204.607910
	Iteration 67Q: 3 clusters Score -4570479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4570481.000000 Penalty: 5204.607910
	Iteration 68Q: 3 clusters Score -4570481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4570474.000000 Penalty: 5204.607910
	Iteration 69Q: 3 clusters Score -4570474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4570478.000000 Penalty: 5204.607910
	Iteration 70Q: 3 clusters Score -4570478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4570479.000000 Penalty: 5204.607910
	Iteration 71Q: 3 clusters Score -4570479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4570474.500000 Penalty: 5204.607910
	Iteration 72Q: 3 clusters Score -4570474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4570473.500000 Penalty: 5204.607910
	Iteration 73Q: 3 clusters Score -4570474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 74Q: 3 clusters Score -4570473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4570473.000000 Penalty: 5204.607910
	Iteration 75F: 3 clusters Score -4570473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -1639329.000000 Penalty: 2344.220459
	Iteration 0F: 2 clusters Score -1639329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1629982.625000 Penalty: 4688.440918
	Iteration 0F: 3 clusters Score -1629983 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1633075.250000 Penalty: 4688.440918
	Iteration 1F: 3 clusters Score -1633075 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1633655.375000 Penalty: 4688.440918
	Iteration 2F: 3 clusters Score -1633655 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1634202.000000 Penalty: 4688.440918
	Iteration 3F: 3 clusters Score -1634202 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1634778.250000 Penalty: 4688.440918
	Iteration 4F: 3 clusters Score -1634778 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1635367.750000 Penalty: 4688.440918
	Iteration 5F: 3 clusters Score -1635368 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1635922.625000 Penalty: 4688.440918
	Iteration 6F: 3 clusters Score -1635923 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1636423.500000 Penalty: 4688.440918
	Iteration 7F: 3 clusters Score -1636424 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1636807.750000 Penalty: 4688.440918
	Iteration 8Q: 3 clusters Score -1636808 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1637037.500000 Penalty: 4688.440918
	Iteration 9Q: 3 clusters Score -1637038 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1637163.875000 Penalty: 4688.440918
	Iteration 10Q: 3 clusters Score -1637164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1637258.250000 Penalty: 4688.440918
	Iteration 11Q: 3 clusters Score -1637258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1637327.125000 Penalty: 4688.440918
	Iteration 12Q: 3 clusters Score -1637327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1637379.000000 Penalty: 4688.440918
	Iteration 13Q: 3 clusters Score -1637379 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1637420.375000 Penalty: 4688.440918
	Iteration 14Q: 3 clusters Score -1637420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1637438.000000 Penalty: 4688.440918
	Iteration 15Q: 3 clusters Score -1637438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1637465.250000 Penalty: 4688.440918
	Iteration 16Q: 3 clusters Score -1637465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1637482.625000 Penalty: 4688.440918
	Iteration 17Q: 3 clusters Score -1637483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1637508.750000 Penalty: 4688.440918
	Iteration 18Q: 3 clusters Score -1637509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1637522.875000 Penalty: 4688.440918
	Iteration 19Q: 3 clusters Score -1637523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1637540.875000 Penalty: 4688.440918
	Iteration 20F: 3 clusters Score -1637541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1637553.375000 Penalty: 4688.440918
	Iteration 21Q: 3 clusters Score -1637553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1637562.250000 Penalty: 4688.440918
	Iteration 22Q: 3 clusters Score -1637562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1637571.750000 Penalty: 4688.440918
	Iteration 23Q: 3 clusters Score -1637572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1637591.750000 Penalty: 4688.440918
	Iteration 24Q: 3 clusters Score -1637592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1637610.125000 Penalty: 4688.440918
	Iteration 25Q: 3 clusters Score -1637610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1637626.250000 Penalty: 4688.440918
	Iteration 26Q: 3 clusters Score -1637626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1637639.375000 Penalty: 4688.440918
	Iteration 27Q: 3 clusters Score -1637639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1637659.750000 Penalty: 4688.440918
	Iteration 28Q: 3 clusters Score -1637660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1637679.000000 Penalty: 4688.440918
	Iteration 29Q: 3 clusters Score -1637679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1637698.875000 Penalty: 4688.440918
	Iteration 30Q: 3 clusters Score -1637699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1637730.250000 Penalty: 4688.440918
	Iteration 31Q: 3 clusters Score -1637730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1637770.625000 Penalty: 4688.440918
	Iteration 32Q: 3 clusters Score -1637771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1637797.500000 Penalty: 4688.440918
	Iteration 33Q: 3 clusters Score -1637798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1637825.750000 Penalty: 4688.440918
	Iteration 34Q: 3 clusters Score -1637826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1637859.375000 Penalty: 4688.440918
	Iteration 35Q: 3 clusters Score -1637859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1637890.625000 Penalty: 4688.440918
	Iteration 36Q: 3 clusters Score -1637891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1637913.750000 Penalty: 4688.440918
	Iteration 37Q: 3 clusters Score -1637914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1637927.500000 Penalty: 4688.440918
	Iteration 38Q: 3 clusters Score -1637928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1637933.000000 Penalty: 4688.440918
	Iteration 39Q: 3 clusters Score -1637933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1637935.375000 Penalty: 4688.440918
	Iteration 40F: 3 clusters Score -1637935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1637936.375000 Penalty: 4688.440918
	Iteration 41Q: 3 clusters Score -1637936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1637938.500000 Penalty: 4688.440918
	Iteration 42Q: 3 clusters Score -1637938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1637939.625000 Penalty: 4688.440918
	Iteration 43Q: 3 clusters Score -1637940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1637937.000000 Penalty: 4688.440918
	Iteration 44Q: 3 clusters Score -1637937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1637942.500000 Penalty: 4688.440918
	Iteration 45Q: 3 clusters Score -1637942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1637942.500000 Penalty: 4688.440918
	Iteration 46F: 3 clusters Score -1637942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Entering Unmasked Estep 
Score: -21737428.000000 Penalty: 2984.090576
	Iteration 0F: 2 clusters Score -2.173743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -21627408.000000 Penalty: 5968.181152
	Iteration 0F: 3 clusters Score -2.162741e+07 nChanged 80614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -21674116.000000 Penalty: 5968.181152
	Iteration 1F: 3 clusters Score -2.167412e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -21675028.000000 Penalty: 5968.181152
	Iteration 2Q: 3 clusters Score -2.167503e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -21676162.000000 Penalty: 5968.181152
	Iteration 3Q: 3 clusters Score -2.167616e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -21677584.000000 Penalty: 5968.181152
	Iteration 4Q: 3 clusters Score -2.167758e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -21679510.000000 Penalty: 5968.181152
	Iteration 5Q: 3 clusters Score -2.167951e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -21682558.000000 Penalty: 5968.181152
	Iteration 6Q: 3 clusters Score -2.168256e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -21687426.000000 Penalty: 5968.181152
	Iteration 7F: 3 clusters Score -2.168743e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -21694654.000000 Penalty: 5968.181152
	Iteration 8F: 3 clusters Score -2.169465e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -21703750.000000 Penalty: 5968.181152
	Iteration 9F: 3 clusters Score -2.170375e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -21710274.000000 Penalty: 5968.181152
	Iteration 10F: 3 clusters Score -2.171027e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -21713258.000000 Penalty: 5968.181152
	Iteration 11Q: 3 clusters Score -2.171326e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -21714654.000000 Penalty: 5968.181152
	Iteration 12Q: 3 clusters Score -2.171465e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -21715804.000000 Penalty: 5968.181152
	Iteration 13Q: 3 clusters Score -2.17158e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -21716858.000000 Penalty: 5968.181152
	Iteration 14Q: 3 clusters Score -2.171686e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -21718100.000000 Penalty: 5968.181152
	Iteration 15Q: 3 clusters Score -2.17181e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -21719546.000000 Penalty: 5968.181152
	Iteration 16Q: 3 clusters Score -2.171955e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 121744 members 
Entering Unmasked Estep 
Score: -21721020.000000 Penalty: 5968.181152
	Iteration 17Q: 3 clusters Score -2.172102e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -21722696.000000 Penalty: 5968.181152
	Iteration 18Q: 3 clusters Score -2.17227e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 127371 members 
Entering Unmasked Estep 
Score: -21724480.000000 Penalty: 5968.181152
	Iteration 19Q: 3 clusters Score -2.172448e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 130067 members 
Entering Unmasked Estep 
Score: -21726346.000000 Penalty: 5968.181152
	Iteration 20F: 3 clusters Score -2.172635e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -21728024.000000 Penalty: 5968.181152
	Iteration 21Q: 3 clusters Score -2.172802e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -21729354.000000 Penalty: 5968.181152
	Iteration 22Q: 3 clusters Score -2.172935e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 136881 members 
Entering Unmasked Estep 
Score: -21730572.000000 Penalty: 5968.181152
	Iteration 23Q: 3 clusters Score -2.173057e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 138606 members 
Entering Unmasked Estep 
Score: -21731386.000000 Penalty: 5968.181152
	Iteration 24Q: 3 clusters Score -2.173139e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -21732058.000000 Penalty: 5968.181152
	Iteration 25Q: 3 clusters Score -2.173206e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 141483 members 
Entering Unmasked Estep 
Score: -21732530.000000 Penalty: 5968.181152
	Iteration 26Q: 3 clusters Score -2.173253e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -21732974.000000 Penalty: 5968.181152
	Iteration 27Q: 3 clusters Score -2.173297e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -21733222.000000 Penalty: 5968.181152
	Iteration 28Q: 3 clusters Score -2.173322e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -21733584.000000 Penalty: 5968.181152
	Iteration 29Q: 3 clusters Score -2.173358e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -21733774.000000 Penalty: 5968.181152
	Iteration 30Q: 3 clusters Score -2.173377e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -21733956.000000 Penalty: 5968.181152
	Iteration 31Q: 3 clusters Score -2.173396e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -21734136.000000 Penalty: 5968.181152
	Iteration 32Q: 3 clusters Score -2.173414e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -21734230.000000 Penalty: 5968.181152
	Iteration 33Q: 3 clusters Score -2.173423e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -21734412.000000 Penalty: 5968.181152
	Iteration 34Q: 3 clusters Score -2.173441e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -21734468.000000 Penalty: 5968.181152
	Iteration 35Q: 3 clusters Score -2.173447e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -21734530.000000 Penalty: 5968.181152
	Iteration 36Q: 3 clusters Score -2.173453e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 150548 members 
Entering Unmasked Estep 
Score: -21734594.000000 Penalty: 5968.181152
	Iteration 37Q: 3 clusters Score -2.173459e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -21734630.000000 Penalty: 5968.181152
	Iteration 38Q: 3 clusters Score -2.173463e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -21734668.000000 Penalty: 5968.181152
	Iteration 39Q: 3 clusters Score -2.173467e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -21734700.000000 Penalty: 5968.181152
	Iteration 40F: 3 clusters Score -2.17347e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -21734758.000000 Penalty: 5968.181152
	Iteration 41Q: 3 clusters Score -2.173476e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -21734798.000000 Penalty: 5968.181152
	Iteration 42Q: 3 clusters Score -2.17348e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -21734860.000000 Penalty: 5968.181152
	Iteration 43Q: 3 clusters Score -2.173486e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 153325 members 
Entering Unmasked Estep 
Score: -21734902.000000 Penalty: 5968.181152
	Iteration 44Q: 3 clusters Score -2.17349e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 153648 members 
Entering Unmasked Estep 
Score: -21734964.000000 Penalty: 5968.181152
	Iteration 45Q: 3 clusters Score -2.173496e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -21734990.000000 Penalty: 5968.181152
	Iteration 46Q: 3 clusters Score -2.173499e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -21735036.000000 Penalty: 5968.181152
	Iteration 47Q: 3 clusters Score -2.173504e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -21735040.000000 Penalty: 5968.181152
	Iteration 48Q: 3 clusters Score -2.173504e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -21735030.000000 Penalty: 5968.181152
	Iteration 49Q: 3 clusters Score -2.173503e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -21735040.000000 Penalty: 5968.181152
	Iteration 50Q: 3 clusters Score -2.173504e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 155349 members 
Entering Unmasked Estep 
Score: -21735052.000000 Penalty: 5968.181152
	Iteration 51Q: 3 clusters Score -2.173505e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -21735072.000000 Penalty: 5968.181152
	Iteration 52Q: 3 clusters Score -2.173507e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -21735066.000000 Penalty: 5968.181152
	Iteration 53Q: 3 clusters Score -2.173507e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -21735062.000000 Penalty: 5968.181152
	Iteration 54Q: 3 clusters Score -2.173506e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -21735054.000000 Penalty: 5968.181152
	Iteration 55Q: 3 clusters Score -2.173505e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -21735090.000000 Penalty: 5968.181152
	Iteration 56Q: 3 clusters Score -2.173509e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -21735100.000000 Penalty: 5968.181152
	Iteration 57Q: 3 clusters Score -2.17351e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 156955 members 
Entering Unmasked Estep 
Score: -21735078.000000 Penalty: 5968.181152
	Iteration 58Q: 3 clusters Score -2.173508e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -21735158.000000 Penalty: 5968.181152
	Iteration 59Q: 3 clusters Score -2.173516e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -21735150.000000 Penalty: 5968.181152
	Iteration 60F: 3 clusters Score -2.173515e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -21735196.000000 Penalty: 5968.181152
	Iteration 61Q: 3 clusters Score -2.17352e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -21735154.000000 Penalty: 5968.181152
	Iteration 62Q: 3 clusters Score -2.173515e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -21735242.000000 Penalty: 5968.181152
	Iteration 63Q: 3 clusters Score -2.173524e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -21735254.000000 Penalty: 5968.181152
	Iteration 64Q: 3 clusters Score -2.173525e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -21735248.000000 Penalty: 5968.181152
	Iteration 65Q: 3 clusters Score -2.173525e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -21735232.000000 Penalty: 5968.181152
	Iteration 66Q: 3 clusters Score -2.173523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 158598 members 
Entering Unmasked Estep 
Score: -21735226.000000 Penalty: 5968.181152
	Iteration 67Q: 3 clusters Score -2.173523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -21735232.000000 Penalty: 5968.181152
	Iteration 68Q: 3 clusters Score -2.173523e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -21735214.000000 Penalty: 5968.181152
	Iteration 69Q: 3 clusters Score -2.173521e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -21735186.000000 Penalty: 5968.181152
	Iteration 70Q: 3 clusters Score -2.173519e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -21735196.000000 Penalty: 5968.181152
	Iteration 71Q: 3 clusters Score -2.17352e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -21735210.000000 Penalty: 5968.181152
	Iteration 72Q: 3 clusters Score -2.173521e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -21735218.000000 Penalty: 5968.181152
	Iteration 73Q: 3 clusters Score -2.173522e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -21735212.000000 Penalty: 5968.181152
	Iteration 74Q: 3 clusters Score -2.173521e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 159910 members 
Entering Unmasked Estep 
Score: -21735202.000000 Penalty: 5968.181152
	Iteration 75Q: 3 clusters Score -2.17352e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -21735252.000000 Penalty: 5968.181152
	Iteration 76Q: 3 clusters Score -2.173525e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 160134 members 
Entering Unmasked Estep 
Score: -21735284.000000 Penalty: 5968.181152
	Iteration 77Q: 3 clusters Score -2.173528e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -21735276.000000 Penalty: 5968.181152
	Iteration 78Q: 3 clusters Score -2.173528e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -21735262.000000 Penalty: 5968.181152
	Iteration 79Q: 3 clusters Score -2.173526e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -21735252.000000 Penalty: 5968.181152
	Iteration 80F: 3 clusters Score -2.173525e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 160601 members 
Entering Unmasked Estep 
Score: -21735294.000000 Penalty: 5968.181152
	Iteration 81Q: 3 clusters Score -2.173529e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -21735280.000000 Penalty: 5968.181152
	Iteration 82Q: 3 clusters Score -2.173528e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -21735278.000000 Penalty: 5968.181152
	Iteration 83Q: 3 clusters Score -2.173528e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -21735294.000000 Penalty: 5968.181152
	Iteration 84Q: 3 clusters Score -2.173529e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -21735322.000000 Penalty: 5968.181152
	Iteration 85Q: 3 clusters Score -2.173532e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -21735330.000000 Penalty: 5968.181152
	Iteration 86Q: 3 clusters Score -2.173533e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -21735326.000000 Penalty: 5968.181152
	Iteration 87Q: 3 clusters Score -2.173533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -21735288.000000 Penalty: 5968.181152
	Iteration 88Q: 3 clusters Score -2.173529e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 161563 members 
Entering Unmasked Estep 
Score: -21735326.000000 Penalty: 5968.181152
	Iteration 89Q: 3 clusters Score -2.173533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -21735332.000000 Penalty: 5968.181152
	Iteration 90Q: 3 clusters Score -2.173533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -21735380.000000 Penalty: 5968.181152
	Iteration 91Q: 3 clusters Score -2.173538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5968.181152
	Iteration 92Q: 3 clusters Score -2.173538e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 161847 members 
Entering Unmasked Estep 
Score: -21735366.000000 Penalty: 5968.181152
	Iteration 93Q: 3 clusters Score -2.173537e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -21735370.000000 Penalty: 5968.181152
	Iteration 94Q: 3 clusters Score -2.173537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -21735378.000000 Penalty: 5968.181152
	Iteration 95Q: 3 clusters Score -2.173538e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5968.181152
	Iteration 96Q: 3 clusters Score -2.173538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -21735350.000000 Penalty: 5968.181152
	Iteration 97Q: 3 clusters Score -2.173535e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -21735342.000000 Penalty: 5968.181152
	Iteration 98Q: 3 clusters Score -2.173534e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 162145 members 
Entering Unmasked Estep 
Score: -21735328.000000 Penalty: 5968.181152
	Iteration 99Q: 3 clusters Score -2.173533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -21735320.000000 Penalty: 5968.181152
	Iteration 100F: 3 clusters Score -2.173532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 162244 members 
Entering Unmasked Estep 
Score: -21735330.000000 Penalty: 5968.181152
	Iteration 101Q: 3 clusters Score -2.173533e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5968.181152
	Iteration 102Q: 3 clusters Score -2.173534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 162322 members 
Entering Unmasked Estep 
Score: -21735342.000000 Penalty: 5968.181152
	Iteration 103Q: 3 clusters Score -2.173534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -21735352.000000 Penalty: 5968.181152
	Iteration 104Q: 3 clusters Score -2.173535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -21735354.000000 Penalty: 5968.181152
	Iteration 105Q: 3 clusters Score -2.173535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -21735354.000000 Penalty: 5968.181152
	Iteration 106Q: 3 clusters Score -2.173535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5968.181152
	Iteration 107Q: 3 clusters Score -2.173534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -21735338.000000 Penalty: 5968.181152
	Iteration 108Q: 3 clusters Score -2.173534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -21735350.000000 Penalty: 5968.181152
	Iteration 109Q: 3 clusters Score -2.173535e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 162591 members 
Entering Unmasked Estep 
Score: -21735310.000000 Penalty: 5968.181152
	Iteration 110Q: 3 clusters Score -2.173531e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -21735302.000000 Penalty: 5968.181152
	Iteration 111Q: 3 clusters Score -2.17353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -21735312.000000 Penalty: 5968.181152
	Iteration 112Q: 3 clusters Score -2.173531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -21735356.000000 Penalty: 5968.181152
	Iteration 113Q: 3 clusters Score -2.173536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 162736 members 
Entering Unmasked Estep 
Score: -21735356.000000 Penalty: 5968.181152
	Iteration 114Q: 3 clusters Score -2.173536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -21735342.000000 Penalty: 5968.181152
	Iteration 115Q: 3 clusters Score -2.173534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 162789 members 
Entering Unmasked Estep 
Score: -21735334.000000 Penalty: 5968.181152
	Iteration 116Q: 3 clusters Score -2.173533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -21735330.000000 Penalty: 5968.181152
	Iteration 117Q: 3 clusters Score -2.173533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -21735358.000000 Penalty: 5968.181152
	Iteration 118Q: 3 clusters Score -2.173536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 162866 members 
Entering Unmasked Estep 
Score: -21735332.000000 Penalty: 5968.181152
	Iteration 119Q: 3 clusters Score -2.173533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -21735338.000000 Penalty: 5968.181152
	Iteration 120F: 3 clusters Score -2.173534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5968.181152
	Iteration 121Q: 3 clusters Score -2.173534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -21735332.000000 Penalty: 5968.181152
	Iteration 122Q: 3 clusters Score -2.173533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 162948 members 
Entering Unmasked Estep 
Score: -21735342.000000 Penalty: 5968.181152
	Iteration 123Q: 3 clusters Score -2.173534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 162973 members 
Entering Unmasked Estep 
Score: -21735334.000000 Penalty: 5968.181152
	Iteration 124Q: 3 clusters Score -2.173533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5968.181152
	Iteration 125Q: 3 clusters Score -2.173534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -21735340.000000 Penalty: 5968.181152
	Iteration 126Q: 3 clusters Score -2.173534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -21735346.000000 Penalty: 5968.181152
	Iteration 127Q: 3 clusters Score -2.173535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -21735344.000000 Penalty: 5968.181152
	Iteration 128Q: 3 clusters Score -2.173534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -21735366.000000 Penalty: 5968.181152
	Iteration 129Q: 3 clusters Score -2.173537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5968.181152
	Iteration 130Q: 3 clusters Score -2.173538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -21735380.000000 Penalty: 5968.181152
	Iteration 131Q: 3 clusters Score -2.173538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -21735386.000000 Penalty: 5968.181152
	Iteration 132Q: 3 clusters Score -2.173539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -21735426.000000 Penalty: 5968.181152
	Iteration 133Q: 3 clusters Score -2.173543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 163226 members 
Entering Unmasked Estep 
Score: -21735428.000000 Penalty: 5968.181152
	Iteration 134Q: 3 clusters Score -2.173543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -21735418.000000 Penalty: 5968.181152
	Iteration 135Q: 3 clusters Score -2.173542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 163265 members 
Entering Unmasked Estep 
Score: -21735416.000000 Penalty: 5968.181152
	Iteration 136Q: 3 clusters Score -2.173542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -21735422.000000 Penalty: 5968.181152
	Iteration 137Q: 3 clusters Score -2.173542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -21735402.000000 Penalty: 5968.181152
	Iteration 138Q: 3 clusters Score -2.17354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -21735400.000000 Penalty: 5968.181152
	Iteration 139Q: 3 clusters Score -2.17354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21735410.000000 Penalty: 5968.181152
	Iteration 140F: 3 clusters Score -2.173541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -21735388.000000 Penalty: 5968.181152
	Iteration 141Q: 3 clusters Score -2.173539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5968.181152
	Iteration 142Q: 3 clusters Score -2.173538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -21735374.000000 Penalty: 5968.181152
	Iteration 143Q: 3 clusters Score -2.173537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -21735382.000000 Penalty: 5968.181152
	Iteration 144Q: 3 clusters Score -2.173538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21735372.000000 Penalty: 5968.181152
	Iteration 145Q: 3 clusters Score -2.173537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -21735370.000000 Penalty: 5968.181152
	Iteration 146Q: 3 clusters Score -2.173537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 163413 members 
Entering Unmasked Estep 
Score: -21735366.000000 Penalty: 5968.181152
	Iteration 147Q: 3 clusters Score -2.173537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -21735360.000000 Penalty: 5968.181152
	Iteration 148Q: 3 clusters Score -2.173536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5968.181152
	Iteration 149Q: 3 clusters Score -2.173538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -21735364.000000 Penalty: 5968.181152
	Iteration 150Q: 3 clusters Score -2.173536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -21735388.000000 Penalty: 5968.181152
	Iteration 151Q: 3 clusters Score -2.173539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -21735390.000000 Penalty: 5968.181152
	Iteration 152Q: 3 clusters Score -2.173539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -21735368.000000 Penalty: 5968.181152
	Iteration 153Q: 3 clusters Score -2.173537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -21735362.000000 Penalty: 5968.181152
	Iteration 154Q: 3 clusters Score -2.173536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 163448 members 
Entering Unmasked Estep 
Score: -21735368.000000 Penalty: 5968.181152
	Iteration 155Q: 3 clusters Score -2.173537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -21735378.000000 Penalty: 5968.181152
	Iteration 156Q: 3 clusters Score -2.173538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 163450 members 
Entering Unmasked Estep 
Score: -21735370.000000 Penalty: 5968.181152
	Iteration 157Q: 3 clusters Score -2.173537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -21735358.000000 Penalty: 5968.181152
	Iteration 158Q: 3 clusters Score -2.173536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -21735372.000000 Penalty: 5968.181152
	Iteration 159Q: 3 clusters Score -2.173537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -21735380.000000 Penalty: 5968.181152
	Iteration 160F: 3 clusters Score -2.173538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -21735382.000000 Penalty: 5968.181152
	Iteration 161Q: 3 clusters Score -2.173538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -21735382.000000 Penalty: 5968.181152
	Iteration 162Q: 3 clusters Score -2.173538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -21735388.000000 Penalty: 5968.181152
	Iteration 163Q: 3 clusters Score -2.173539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 163467 members 
Entering Unmasked Estep 
Score: -21735378.000000 Penalty: 5968.181152
	Iteration 164Q: 3 clusters Score -2.173538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 163474 members 
Entering Unmasked Estep 
Score: -21735378.000000 Penalty: 5968.181152
	Iteration 165Q: 3 clusters Score -2.173538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -21735342.000000 Penalty: 5968.181152
	Iteration 166Q: 3 clusters Score -2.173534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -21735336.000000 Penalty: 5968.181152
	Iteration 167Q: 3 clusters Score -2.173534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -21735348.000000 Penalty: 5968.181152
	Iteration 168Q: 3 clusters Score -2.173535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -21735346.000000 Penalty: 5968.181152
	Iteration 169Q: 3 clusters Score -2.173535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -21735344.000000 Penalty: 5968.181152
	Iteration 170Q: 3 clusters Score -2.173534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -21735350.000000 Penalty: 5968.181152
	Iteration 171Q: 3 clusters Score -2.173535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -21735350.000000 Penalty: 5968.181152
	Iteration 172F: 3 clusters Score -2.173535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Entering Unmasked Estep 
Score: -22541956.000000 Penalty: 2993.090088
	Iteration 0F: 2 clusters Score -2.254196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -22427646.000000 Penalty: 5986.180176
	Iteration 0F: 3 clusters Score -2.242765e+07 nChanged 83504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -22476622.000000 Penalty: 5986.180176
	Iteration 1F: 3 clusters Score -2.247662e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -22478342.000000 Penalty: 5986.180176
	Iteration 2Q: 3 clusters Score -2.247834e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -22480464.000000 Penalty: 5986.180176
	Iteration 3Q: 3 clusters Score -2.248046e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -22483650.000000 Penalty: 5986.180176
	Iteration 4Q: 3 clusters Score -2.248365e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -22488928.000000 Penalty: 5986.180176
	Iteration 5F: 3 clusters Score -2.248893e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 121121 members 
Entering Unmasked Estep 
Score: -22497148.000000 Penalty: 5986.180176
	Iteration 6F: 3 clusters Score -2.249715e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -22507760.000000 Penalty: 5986.180176
	Iteration 7F: 3 clusters Score -2.250776e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -22518666.000000 Penalty: 5986.180176
	Iteration 8F: 3 clusters Score -2.251867e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -22526770.000000 Penalty: 5986.180176
	Iteration 9F: 3 clusters Score -2.252677e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -22532042.000000 Penalty: 5986.180176
	Iteration 10Q: 3 clusters Score -2.253204e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 165323 members 
Entering Unmasked Estep 
Score: -22535122.000000 Penalty: 5986.180176
	Iteration 11Q: 3 clusters Score -2.253512e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 168310 members 
Entering Unmasked Estep 
Score: -22536884.000000 Penalty: 5986.180176
	Iteration 12Q: 3 clusters Score -2.253688e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 170283 members 
Entering Unmasked Estep 
Score: -22538104.000000 Penalty: 5986.180176
	Iteration 13Q: 3 clusters Score -2.25381e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -22538722.000000 Penalty: 5986.180176
	Iteration 14Q: 3 clusters Score -2.253872e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -22539000.000000 Penalty: 5986.180176
	Iteration 15Q: 3 clusters Score -2.2539e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 172769 members 
Entering Unmasked Estep 
Score: -22539182.000000 Penalty: 5986.180176
	Iteration 16Q: 3 clusters Score -2.253918e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -22539356.000000 Penalty: 5986.180176
	Iteration 17Q: 3 clusters Score -2.253936e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 173190 members 
Entering Unmasked Estep 
Score: -22539398.000000 Penalty: 5986.180176
	Iteration 18Q: 3 clusters Score -2.25394e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 173289 members 
Entering Unmasked Estep 
Score: -22539472.000000 Penalty: 5986.180176
	Iteration 19Q: 3 clusters Score -2.253947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -22539522.000000 Penalty: 5986.180176
	Iteration 20F: 3 clusters Score -2.253952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 173394 members 
Entering Unmasked Estep 
Score: -22539588.000000 Penalty: 5986.180176
	Iteration 21Q: 3 clusters Score -2.253959e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 173430 members 
Entering Unmasked Estep 
Score: -22539626.000000 Penalty: 5986.180176
	Iteration 22Q: 3 clusters Score -2.253963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -22539636.000000 Penalty: 5986.180176
	Iteration 23Q: 3 clusters Score -2.253964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -22539668.000000 Penalty: 5986.180176
	Iteration 24Q: 3 clusters Score -2.253967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -22539716.000000 Penalty: 5986.180176
	Iteration 25Q: 3 clusters Score -2.253972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -22539728.000000 Penalty: 5986.180176
	Iteration 26Q: 3 clusters Score -2.253973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 173511 members 
Entering Unmasked Estep 
Score: -22539750.000000 Penalty: 5986.180176
	Iteration 27Q: 3 clusters Score -2.253975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -22539752.000000 Penalty: 5986.180176
	Iteration 28Q: 3 clusters Score -2.253975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 173534 members 
Entering Unmasked Estep 
Score: -22539764.000000 Penalty: 5986.180176
	Iteration 29Q: 3 clusters Score -2.253976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -22539766.000000 Penalty: 5986.180176
	Iteration 30Q: 3 clusters Score -2.253977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22539762.000000 Penalty: 5986.180176
	Iteration 31Q: 3 clusters Score -2.253976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 173555 members 
Entering Unmasked Estep 
Score: -22539778.000000 Penalty: 5986.180176
	Iteration 32Q: 3 clusters Score -2.253978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -22539786.000000 Penalty: 5986.180176
	Iteration 33Q: 3 clusters Score -2.253979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -22539788.000000 Penalty: 5986.180176
	Iteration 34Q: 3 clusters Score -2.253979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22539784.000000 Penalty: 5986.180176
	Iteration 35Q: 3 clusters Score -2.253978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22539780.000000 Penalty: 5986.180176
	Iteration 36Q: 3 clusters Score -2.253978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -22539802.000000 Penalty: 5986.180176
	Iteration 37Q: 3 clusters Score -2.25398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -22539794.000000 Penalty: 5986.180176
	Iteration 38Q: 3 clusters Score -2.253979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22539790.000000 Penalty: 5986.180176
	Iteration 39Q: 3 clusters Score -2.253979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 173554 members 
Entering Unmasked Estep 
Score: -22539786.000000 Penalty: 5986.180176
	Iteration 40F: 3 clusters Score -2.253979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22539792.000000 Penalty: 5986.180176
	Iteration 41Q: 3 clusters Score -2.253979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 173549 members 
Entering Unmasked Estep 
Score: -22539808.000000 Penalty: 5986.180176
	Iteration 42Q: 3 clusters Score -2.253981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -22539820.000000 Penalty: 5986.180176
	Iteration 43Q: 3 clusters Score -2.253982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 173549 members 
Entering Unmasked Estep 
Score: -22539814.000000 Penalty: 5986.180176
	Iteration 44Q: 3 clusters Score -2.253981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22539814.000000 Penalty: 5986.180176
	Iteration 45Q: 3 clusters Score -2.253981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -22539808.000000 Penalty: 5986.180176
	Iteration 46Q: 3 clusters Score -2.253981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 173546 members 
Entering Unmasked Estep 
Score: -22539808.000000 Penalty: 5986.180176
	Iteration 47Q: 3 clusters Score -2.253981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 173546 members 
Entering Unmasked Estep 
Score: -22539808.000000 Penalty: 5986.180176
	Iteration 48F: 3 clusters Score -2.253981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160854 members 
Entering Unmasked Estep 
Score: -20643160.000000 Penalty: 2973.086670
	Iteration 0F: 2 clusters Score -2.064316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -20536232.000000 Penalty: 5946.173340
	Iteration 0F: 3 clusters Score -2.053623e+07 nChanged 77022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -20581318.000000 Penalty: 5946.173340
	Iteration 1F: 3 clusters Score -2.058132e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -20583152.000000 Penalty: 5946.173340
	Iteration 2Q: 3 clusters Score -2.058315e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -20585970.000000 Penalty: 5946.173340
	Iteration 3Q: 3 clusters Score -2.058597e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -20590166.000000 Penalty: 5946.173340
	Iteration 4Q: 3 clusters Score -2.059017e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -20596050.000000 Penalty: 5946.173340
	Iteration 5F: 3 clusters Score -2.059605e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -20603198.000000 Penalty: 5946.173340
	Iteration 6F: 3 clusters Score -2.06032e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -20610714.000000 Penalty: 5946.173340
	Iteration 7F: 3 clusters Score -2.061071e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -20617098.000000 Penalty: 5946.173340
	Iteration 8F: 3 clusters Score -2.06171e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -20621850.000000 Penalty: 5946.173340
	Iteration 9Q: 3 clusters Score -2.062185e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -20625200.000000 Penalty: 5946.173340
	Iteration 10Q: 3 clusters Score -2.06252e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 132184 members 
Entering Unmasked Estep 
Score: -20628128.000000 Penalty: 5946.173340
	Iteration 11Q: 3 clusters Score -2.062813e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -20630162.000000 Penalty: 5946.173340
	Iteration 12Q: 3 clusters Score -2.063016e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -20631870.000000 Penalty: 5946.173340
	Iteration 13Q: 3 clusters Score -2.063187e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -20633518.000000 Penalty: 5946.173340
	Iteration 14Q: 3 clusters Score -2.063352e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -20634802.000000 Penalty: 5946.173340
	Iteration 15Q: 3 clusters Score -2.06348e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -20635992.000000 Penalty: 5946.173340
	Iteration 16Q: 3 clusters Score -2.063599e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -20637066.000000 Penalty: 5946.173340
	Iteration 17Q: 3 clusters Score -2.063707e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 152233 members 
Entering Unmasked Estep 
Score: -20638142.000000 Penalty: 5946.173340
	Iteration 18Q: 3 clusters Score -2.063814e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 153708 members 
Entering Unmasked Estep 
Score: -20638990.000000 Penalty: 5946.173340
	Iteration 19Q: 3 clusters Score -2.063899e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -20639720.000000 Penalty: 5946.173340
	Iteration 20F: 3 clusters Score -2.063972e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -20640288.000000 Penalty: 5946.173340
	Iteration 21Q: 3 clusters Score -2.064029e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -20640534.000000 Penalty: 5946.173340
	Iteration 22Q: 3 clusters Score -2.064053e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -20640676.000000 Penalty: 5946.173340
	Iteration 23Q: 3 clusters Score -2.064068e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -20640744.000000 Penalty: 5946.173340
	Iteration 24Q: 3 clusters Score -2.064074e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 157232 members 
Entering Unmasked Estep 
Score: -20640894.000000 Penalty: 5946.173340
	Iteration 25Q: 3 clusters Score -2.064089e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -20641002.000000 Penalty: 5946.173340
	Iteration 26Q: 3 clusters Score -2.0641e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -20641048.000000 Penalty: 5946.173340
	Iteration 27Q: 3 clusters Score -2.064105e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -20641098.000000 Penalty: 5946.173340
	Iteration 28Q: 3 clusters Score -2.06411e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -20641148.000000 Penalty: 5946.173340
	Iteration 29Q: 3 clusters Score -2.064115e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -20641146.000000 Penalty: 5946.173340
	Iteration 30Q: 3 clusters Score -2.064115e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -20641178.000000 Penalty: 5946.173340
	Iteration 31Q: 3 clusters Score -2.064118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -20641182.000000 Penalty: 5946.173340
	Iteration 32Q: 3 clusters Score -2.064118e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 158102 members 
Entering Unmasked Estep 
Score: -20641224.000000 Penalty: 5946.173340
	Iteration 33Q: 3 clusters Score -2.064122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -20641222.000000 Penalty: 5946.173340
	Iteration 34Q: 3 clusters Score -2.064122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -20641252.000000 Penalty: 5946.173340
	Iteration 35Q: 3 clusters Score -2.064125e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -20641274.000000 Penalty: 5946.173340
	Iteration 36Q: 3 clusters Score -2.064127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -20641272.000000 Penalty: 5946.173340
	Iteration 37Q: 3 clusters Score -2.064127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -20641258.000000 Penalty: 5946.173340
	Iteration 38Q: 3 clusters Score -2.064126e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -20641252.000000 Penalty: 5946.173340
	Iteration 39Q: 3 clusters Score -2.064125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -20641228.000000 Penalty: 5946.173340
	Iteration 40F: 3 clusters Score -2.064123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -20641226.000000 Penalty: 5946.173340
	Iteration 41Q: 3 clusters Score -2.064123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -20641238.000000 Penalty: 5946.173340
	Iteration 42Q: 3 clusters Score -2.064124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -20641232.000000 Penalty: 5946.173340
	Iteration 43Q: 3 clusters Score -2.064123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 158372 members 
Entering Unmasked Estep 
Score: -20641230.000000 Penalty: 5946.173340
	Iteration 44Q: 3 clusters Score -2.064123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 158383 members 
Entering Unmasked Estep 
Score: -20641242.000000 Penalty: 5946.173340
	Iteration 45Q: 3 clusters Score -2.064124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 158390 members 
Entering Unmasked Estep 
Score: -20641242.000000 Penalty: 5946.173340
	Iteration 46Q: 3 clusters Score -2.064124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -20641246.000000 Penalty: 5946.173340
	Iteration 47Q: 3 clusters Score -2.064125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 158410 members 
Entering Unmasked Estep 
Score: -20641242.000000 Penalty: 5946.173340
	Iteration 48Q: 3 clusters Score -2.064124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -20641250.000000 Penalty: 5946.173340
	Iteration 49Q: 3 clusters Score -2.064125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 158420 members 
Entering Unmasked Estep 
Score: -20641262.000000 Penalty: 5946.173340
	Iteration 50Q: 3 clusters Score -2.064126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -20641250.000000 Penalty: 5946.173340
	Iteration 51Q: 3 clusters Score -2.064125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 158428 members 
Entering Unmasked Estep 
Score: -20641250.000000 Penalty: 5946.173340
	Iteration 52Q: 3 clusters Score -2.064125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -20641258.000000 Penalty: 5946.173340
	Iteration 53Q: 3 clusters Score -2.064126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20641246.000000 Penalty: 5946.173340
	Iteration 54Q: 3 clusters Score -2.064125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 158439 members 
Entering Unmasked Estep 
Score: -20641248.000000 Penalty: 5946.173340
	Iteration 55Q: 3 clusters Score -2.064125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -20641238.000000 Penalty: 5946.173340
	Iteration 56Q: 3 clusters Score -2.064124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -20641246.000000 Penalty: 5946.173340
	Iteration 57Q: 3 clusters Score -2.064125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 158444 members 
Entering Unmasked Estep 
Score: -20641246.000000 Penalty: 5946.173340
	Iteration 58Q: 3 clusters Score -2.064125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -20641248.000000 Penalty: 5946.173340
	Iteration 59Q: 3 clusters Score -2.064125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -20641250.000000 Penalty: 5946.173340
	Iteration 60F: 3 clusters Score -2.064125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (190325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190325 members 
Entering Unmasked Estep 
Score: -24364578.000000 Penalty: 3014.809082
	Iteration 0F: 2 clusters Score -2.436458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -24238778.000000 Penalty: 6029.618164
	Iteration 0F: 3 clusters Score -2.423878e+07 nChanged 91198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -24291422.000000 Penalty: 6029.618164
	Iteration 1F: 3 clusters Score -2.429142e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -24292258.000000 Penalty: 6029.618164
	Iteration 2Q: 3 clusters Score -2.429226e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -24292984.000000 Penalty: 6029.618164
	Iteration 3Q: 3 clusters Score -2.429298e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -24293794.000000 Penalty: 6029.618164
	Iteration 4Q: 3 clusters Score -2.429379e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -24294764.000000 Penalty: 6029.618164
	Iteration 5Q: 3 clusters Score -2.429476e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -24296034.000000 Penalty: 6029.618164
	Iteration 6Q: 3 clusters Score -2.429603e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -24297806.000000 Penalty: 6029.618164
	Iteration 7Q: 3 clusters Score -2.429781e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -24300250.000000 Penalty: 6029.618164
	Iteration 8Q: 3 clusters Score -2.430025e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -24304748.000000 Penalty: 6029.618164
	Iteration 9Q: 3 clusters Score -2.430475e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -24311818.000000 Penalty: 6029.618164
	Iteration 10F: 3 clusters Score -2.431182e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 139471 members 
Entering Unmasked Estep 
Score: -24321848.000000 Penalty: 6029.618164
	Iteration 11F: 3 clusters Score -2.432185e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -24333648.000000 Penalty: 6029.618164
	Iteration 12F: 3 clusters Score -2.433365e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -24343528.000000 Penalty: 6029.618164
	Iteration 13F: 3 clusters Score -2.434353e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 172760 members 
Entering Unmasked Estep 
Score: -24350724.000000 Penalty: 6029.618164
	Iteration 14Q: 3 clusters Score -2.435072e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 178561 members 
Entering Unmasked Estep 
Score: -24355040.000000 Penalty: 6029.618164
	Iteration 15Q: 3 clusters Score -2.435504e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 182395 members 
Entering Unmasked Estep 
Score: -24357678.000000 Penalty: 6029.618164
	Iteration 16Q: 3 clusters Score -2.435768e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 184852 members 
Entering Unmasked Estep 
Score: -24359198.000000 Penalty: 6029.618164
	Iteration 17Q: 3 clusters Score -2.43592e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 186407 members 
Entering Unmasked Estep 
Score: -24360102.000000 Penalty: 6029.618164
	Iteration 18Q: 3 clusters Score -2.43601e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 187440 members 
Entering Unmasked Estep 
Score: -24360754.000000 Penalty: 6029.618164
	Iteration 19Q: 3 clusters Score -2.436075e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -24361196.000000 Penalty: 6029.618164
	Iteration 20F: 3 clusters Score -2.43612e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -24361366.000000 Penalty: 6029.618164
	Iteration 21Q: 3 clusters Score -2.436137e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -24361482.000000 Penalty: 6029.618164
	Iteration 22Q: 3 clusters Score -2.436148e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 189067 members 
Entering Unmasked Estep 
Score: -24361594.000000 Penalty: 6029.618164
	Iteration 23Q: 3 clusters Score -2.436159e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 189204 members 
Entering Unmasked Estep 
Score: -24361724.000000 Penalty: 6029.618164
	Iteration 24Q: 3 clusters Score -2.436172e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -24361772.000000 Penalty: 6029.618164
	Iteration 25Q: 3 clusters Score -2.436177e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 189361 members 
Entering Unmasked Estep 
Score: -24361822.000000 Penalty: 6029.618164
	Iteration 26Q: 3 clusters Score -2.436182e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -24361874.000000 Penalty: 6029.618164
	Iteration 27Q: 3 clusters Score -2.436187e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -24361884.000000 Penalty: 6029.618164
	Iteration 28Q: 3 clusters Score -2.436188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -24361924.000000 Penalty: 6029.618164
	Iteration 29Q: 3 clusters Score -2.436192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 189525 members 
Entering Unmasked Estep 
Score: -24361938.000000 Penalty: 6029.618164
	Iteration 30Q: 3 clusters Score -2.436194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 189556 members 
Entering Unmasked Estep 
Score: -24361968.000000 Penalty: 6029.618164
	Iteration 31Q: 3 clusters Score -2.436197e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -24361948.000000 Penalty: 6029.618164
	Iteration 32Q: 3 clusters Score -2.436195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 189591 members 
Entering Unmasked Estep 
Score: -24361978.000000 Penalty: 6029.618164
	Iteration 33Q: 3 clusters Score -2.436198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 189597 members 
Entering Unmasked Estep 
Score: -24362008.000000 Penalty: 6029.618164
	Iteration 34Q: 3 clusters Score -2.436201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 189607 members 
Entering Unmasked Estep 
Score: -24361980.000000 Penalty: 6029.618164
	Iteration 35Q: 3 clusters Score -2.436198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 189617 members 
Entering Unmasked Estep 
Score: -24362006.000000 Penalty: 6029.618164
	Iteration 36Q: 3 clusters Score -2.436201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 189620 members 
Entering Unmasked Estep 
Score: -24362018.000000 Penalty: 6029.618164
	Iteration 37Q: 3 clusters Score -2.436202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -24362018.000000 Penalty: 6029.618164
	Iteration 38Q: 3 clusters Score -2.436202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 189638 members 
Entering Unmasked Estep 
Score: -24362042.000000 Penalty: 6029.618164
	Iteration 39Q: 3 clusters Score -2.436204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 189645 members 
Entering Unmasked Estep 
Score: -24362044.000000 Penalty: 6029.618164
	Iteration 40F: 3 clusters Score -2.436204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -24362070.000000 Penalty: 6029.618164
	Iteration 41Q: 3 clusters Score -2.436207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -24362070.000000 Penalty: 6029.618164
	Iteration 42Q: 3 clusters Score -2.436207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 189655 members 
Entering Unmasked Estep 
Score: -24362086.000000 Penalty: 6029.618164
	Iteration 43Q: 3 clusters Score -2.436209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 189657 members 
Entering Unmasked Estep 
Score: -24362088.000000 Penalty: 6029.618164
	Iteration 44Q: 3 clusters Score -2.436209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -24362076.000000 Penalty: 6029.618164
	Iteration 45Q: 3 clusters Score -2.436208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 189662 members 
Entering Unmasked Estep 
Score: -24362068.000000 Penalty: 6029.618164
	Iteration 46Q: 3 clusters Score -2.436207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 189664 members 
Entering Unmasked Estep 
Score: -24362062.000000 Penalty: 6029.618164
	Iteration 47Q: 3 clusters Score -2.436206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 189665 members 
Entering Unmasked Estep 
Score: -24362068.000000 Penalty: 6029.618164
	Iteration 48Q: 3 clusters Score -2.436207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 189667 members 
Entering Unmasked Estep 
Score: -24362074.000000 Penalty: 6029.618164
	Iteration 49Q: 3 clusters Score -2.436207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 189668 members 
Entering Unmasked Estep 
Score: -24362086.000000 Penalty: 6029.618164
	Iteration 50Q: 3 clusters Score -2.436209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 189669 members 
Entering Unmasked Estep 
Score: -24362082.000000 Penalty: 6029.618164
	Iteration 51Q: 3 clusters Score -2.436208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 189669 members 
Entering Unmasked Estep 
Score: -24362082.000000 Penalty: 6029.618164
	Iteration 52F: 3 clusters Score -2.436208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167488 members 
Entering Unmasked Estep 
Score: -21712378.000000 Penalty: 2983.109619
	Iteration 0F: 2 clusters Score -2.171238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -21601652.000000 Penalty: 5966.219238
	Iteration 0F: 3 clusters Score -2.160165e+07 nChanged 79927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -21648008.000000 Penalty: 5966.219238
	Iteration 1F: 3 clusters Score -2.164801e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -21649572.000000 Penalty: 5966.219238
	Iteration 2Q: 3 clusters Score -2.164957e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -21651766.000000 Penalty: 5966.219238
	Iteration 3Q: 3 clusters Score -2.165177e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -21655122.000000 Penalty: 5966.219238
	Iteration 4Q: 3 clusters Score -2.165512e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -21661048.000000 Penalty: 5966.219238
	Iteration 5F: 3 clusters Score -2.166105e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -21669998.000000 Penalty: 5966.219238
	Iteration 6F: 3 clusters Score -2.167e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -21681994.000000 Penalty: 5966.219238
	Iteration 7F: 3 clusters Score -2.168199e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -21694184.000000 Penalty: 5966.219238
	Iteration 8F: 3 clusters Score -2.169418e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -21702618.000000 Penalty: 5966.219238
	Iteration 9F: 3 clusters Score -2.170262e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 163550 members 
Entering Unmasked Estep 
Score: -21706858.000000 Penalty: 5966.219238
	Iteration 10Q: 3 clusters Score -2.170686e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 165727 members 
Entering Unmasked Estep 
Score: -21708566.000000 Penalty: 5966.219238
	Iteration 11Q: 3 clusters Score -2.170857e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -21709172.000000 Penalty: 5966.219238
	Iteration 12Q: 3 clusters Score -2.170917e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -21709464.000000 Penalty: 5966.219238
	Iteration 13Q: 3 clusters Score -2.170946e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -21709572.000000 Penalty: 5966.219238
	Iteration 14Q: 3 clusters Score -2.170957e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -21709646.000000 Penalty: 5966.219238
	Iteration 15Q: 3 clusters Score -2.170965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -21709704.000000 Penalty: 5966.219238
	Iteration 16Q: 3 clusters Score -2.17097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 167047 members 
Entering Unmasked Estep 
Score: -21709722.000000 Penalty: 5966.219238
	Iteration 17Q: 3 clusters Score -2.170972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -21709742.000000 Penalty: 5966.219238
	Iteration 18Q: 3 clusters Score -2.170974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -21709760.000000 Penalty: 5966.219238
	Iteration 19Q: 3 clusters Score -2.170976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -21709774.000000 Penalty: 5966.219238
	Iteration 20F: 3 clusters Score -2.170977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -21709788.000000 Penalty: 5966.219238
	Iteration 21Q: 3 clusters Score -2.170979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 167086 members 
Entering Unmasked Estep 
Score: -21709806.000000 Penalty: 5966.219238
	Iteration 22Q: 3 clusters Score -2.170981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -21709802.000000 Penalty: 5966.219238
	Iteration 23Q: 3 clusters Score -2.17098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -21709822.000000 Penalty: 5966.219238
	Iteration 24Q: 3 clusters Score -2.170982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -21709818.000000 Penalty: 5966.219238
	Iteration 25Q: 3 clusters Score -2.170982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167094 members 
Entering Unmasked Estep 
Score: -21709824.000000 Penalty: 5966.219238
	Iteration 26Q: 3 clusters Score -2.170982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 167096 members 
Entering Unmasked Estep 
Score: -21709812.000000 Penalty: 5966.219238
	Iteration 27Q: 3 clusters Score -2.170981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -21709818.000000 Penalty: 5966.219238
	Iteration 28Q: 3 clusters Score -2.170982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -21709836.000000 Penalty: 5966.219238
	Iteration 29Q: 3 clusters Score -2.170984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -21709828.000000 Penalty: 5966.219238
	Iteration 30Q: 3 clusters Score -2.170983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -21709830.000000 Penalty: 5966.219238
	Iteration 31Q: 3 clusters Score -2.170983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 167102 members 
Entering Unmasked Estep 
Score: -21709822.000000 Penalty: 5966.219238
	Iteration 32Q: 3 clusters Score -2.170982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -21709814.000000 Penalty: 5966.219238
	Iteration 33Q: 3 clusters Score -2.170981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 167104 members 
Entering Unmasked Estep 
Score: -21709822.000000 Penalty: 5966.219238
	Iteration 34Q: 3 clusters Score -2.170982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -21709814.000000 Penalty: 5966.219238
	Iteration 35Q: 3 clusters Score -2.170981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -21709814.000000 Penalty: 5966.219238
	Iteration 36F: 3 clusters Score -2.170981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168916 members 
Entering Unmasked Estep 
Score: -21764174.000000 Penalty: 2985.214844
	Iteration 0F: 2 clusters Score -2.176417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -21652134.000000 Penalty: 5970.429688
	Iteration 0F: 3 clusters Score -2.165213e+07 nChanged 81062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -21699308.000000 Penalty: 5970.429688
	Iteration 1F: 3 clusters Score -2.169931e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -21700168.000000 Penalty: 5970.429688
	Iteration 2Q: 3 clusters Score -2.170017e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -21701390.000000 Penalty: 5970.429688
	Iteration 3Q: 3 clusters Score -2.170139e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -21703014.000000 Penalty: 5970.429688
	Iteration 4Q: 3 clusters Score -2.170301e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -21705496.000000 Penalty: 5970.429688
	Iteration 5Q: 3 clusters Score -2.17055e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -21709322.000000 Penalty: 5970.429688
	Iteration 6Q: 3 clusters Score -2.170932e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -21714986.000000 Penalty: 5970.429688
	Iteration 7F: 3 clusters Score -2.171499e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -21723076.000000 Penalty: 5970.429688
	Iteration 8F: 3 clusters Score -2.172308e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -21733248.000000 Penalty: 5970.429688
	Iteration 9F: 3 clusters Score -2.173325e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -21741740.000000 Penalty: 5970.429688
	Iteration 10F: 3 clusters Score -2.174174e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -21745814.000000 Penalty: 5970.429688
	Iteration 11F: 3 clusters Score -2.174581e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -21747812.000000 Penalty: 5970.429688
	Iteration 12Q: 3 clusters Score -2.174781e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -21749346.000000 Penalty: 5970.429688
	Iteration 13Q: 3 clusters Score -2.174935e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -21750894.000000 Penalty: 5970.429688
	Iteration 14Q: 3 clusters Score -2.175089e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -21752436.000000 Penalty: 5970.429688
	Iteration 15Q: 3 clusters Score -2.175244e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -21753800.000000 Penalty: 5970.429688
	Iteration 16Q: 3 clusters Score -2.17538e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -21754806.000000 Penalty: 5970.429688
	Iteration 17Q: 3 clusters Score -2.175481e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -21755342.000000 Penalty: 5970.429688
	Iteration 18Q: 3 clusters Score -2.175534e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -21755788.000000 Penalty: 5970.429688
	Iteration 19Q: 3 clusters Score -2.175579e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -21756028.000000 Penalty: 5970.429688
	Iteration 20F: 3 clusters Score -2.175603e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -21756170.000000 Penalty: 5970.429688
	Iteration 21Q: 3 clusters Score -2.175617e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -21756252.000000 Penalty: 5970.429688
	Iteration 22Q: 3 clusters Score -2.175625e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -21756308.000000 Penalty: 5970.429688
	Iteration 23Q: 3 clusters Score -2.175631e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -21756354.000000 Penalty: 5970.429688
	Iteration 24Q: 3 clusters Score -2.175635e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -21756438.000000 Penalty: 5970.429688
	Iteration 25Q: 3 clusters Score -2.175644e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -21756456.000000 Penalty: 5970.429688
	Iteration 26Q: 3 clusters Score -2.175646e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -21756568.000000 Penalty: 5970.429688
	Iteration 27Q: 3 clusters Score -2.175657e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111499 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -21756658.000000 Penalty: 5970.429688
	Iteration 28Q: 3 clusters Score -2.175666e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -21756710.000000 Penalty: 5970.429688
	Iteration 29Q: 3 clusters Score -2.175671e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -21756774.000000 Penalty: 5970.429688
	Iteration 30Q: 3 clusters Score -2.175677e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -21756818.000000 Penalty: 5970.429688
	Iteration 31Q: 3 clusters Score -2.175682e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -21756854.000000 Penalty: 5970.429688
	Iteration 32Q: 3 clusters Score -2.175685e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -21756896.000000 Penalty: 5970.429688
	Iteration 33Q: 3 clusters Score -2.17569e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -21756944.000000 Penalty: 5970.429688
	Iteration 34Q: 3 clusters Score -2.175694e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115890 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -21756980.000000 Penalty: 5970.429688
	Iteration 35Q: 3 clusters Score -2.175698e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -21757102.000000 Penalty: 5970.429688
	Iteration 36Q: 3 clusters Score -2.17571e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -21757138.000000 Penalty: 5970.429688
	Iteration 37Q: 3 clusters Score -2.175714e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -21757274.000000 Penalty: 5970.429688
	Iteration 38Q: 3 clusters Score -2.175727e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -21757306.000000 Penalty: 5970.429688
	Iteration 39Q: 3 clusters Score -2.175731e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -21757340.000000 Penalty: 5970.429688
	Iteration 40F: 3 clusters Score -2.175734e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -21757426.000000 Penalty: 5970.429688
	Iteration 41Q: 3 clusters Score -2.175743e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120507 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -21757550.000000 Penalty: 5970.429688
	Iteration 42Q: 3 clusters Score -2.175755e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -21757644.000000 Penalty: 5970.429688
	Iteration 43Q: 3 clusters Score -2.175764e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121941 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -21757768.000000 Penalty: 5970.429688
	Iteration 44Q: 3 clusters Score -2.175777e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -21757950.000000 Penalty: 5970.429688
	Iteration 45Q: 3 clusters Score -2.175795e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -21758082.000000 Penalty: 5970.429688
	Iteration 46Q: 3 clusters Score -2.175808e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -21758160.000000 Penalty: 5970.429688
	Iteration 47Q: 3 clusters Score -2.175816e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124685 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -21758262.000000 Penalty: 5970.429688
	Iteration 48Q: 3 clusters Score -2.175826e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -21758290.000000 Penalty: 5970.429688
	Iteration 49Q: 3 clusters Score -2.175829e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -21758356.000000 Penalty: 5970.429688
	Iteration 50Q: 3 clusters Score -2.175836e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -21758426.000000 Penalty: 5970.429688
	Iteration 51Q: 3 clusters Score -2.175843e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -21758524.000000 Penalty: 5970.429688
	Iteration 52Q: 3 clusters Score -2.175852e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -21758622.000000 Penalty: 5970.429688
	Iteration 53Q: 3 clusters Score -2.175862e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -21758764.000000 Penalty: 5970.429688
	Iteration 54Q: 3 clusters Score -2.175876e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -21758808.000000 Penalty: 5970.429688
	Iteration 55Q: 3 clusters Score -2.175881e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130023 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -21758936.000000 Penalty: 5970.429688
	Iteration 56Q: 3 clusters Score -2.175894e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -21758962.000000 Penalty: 5970.429688
	Iteration 57Q: 3 clusters Score -2.175896e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -21759128.000000 Penalty: 5970.429688
	Iteration 58Q: 3 clusters Score -2.175913e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -21759200.000000 Penalty: 5970.429688
	Iteration 59Q: 3 clusters Score -2.17592e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -21759264.000000 Penalty: 5970.429688
	Iteration 60F: 3 clusters Score -2.175926e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -21759250.000000 Penalty: 5970.429688
	Iteration 61Q: 3 clusters Score -2.175925e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -21759330.000000 Penalty: 5970.429688
	Iteration 62Q: 3 clusters Score -2.175933e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134495 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -21759476.000000 Penalty: 5970.429688
	Iteration 63Q: 3 clusters Score -2.175948e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -21759574.000000 Penalty: 5970.429688
	Iteration 64Q: 3 clusters Score -2.175957e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -21759688.000000 Penalty: 5970.429688
	Iteration 65Q: 3 clusters Score -2.175969e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136197 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -21759782.000000 Penalty: 5970.429688
	Iteration 66Q: 3 clusters Score -2.175978e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -21759856.000000 Penalty: 5970.429688
	Iteration 67Q: 3 clusters Score -2.175986e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -21759908.000000 Penalty: 5970.429688
	Iteration 68Q: 3 clusters Score -2.175991e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -21760000.000000 Penalty: 5970.429688
	Iteration 69Q: 3 clusters Score -2.176e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138559 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -21760084.000000 Penalty: 5970.429688
	Iteration 70Q: 3 clusters Score -2.176008e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139173 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -21760116.000000 Penalty: 5970.429688
	Iteration 71Q: 3 clusters Score -2.176012e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -21760192.000000 Penalty: 5970.429688
	Iteration 72Q: 3 clusters Score -2.176019e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140341 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -21760306.000000 Penalty: 5970.429688
	Iteration 73Q: 3 clusters Score -2.176031e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -21760436.000000 Penalty: 5970.429688
	Iteration 74Q: 3 clusters Score -2.176044e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -21760504.000000 Penalty: 5970.429688
	Iteration 75Q: 3 clusters Score -2.17605e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -21760530.000000 Penalty: 5970.429688
	Iteration 76Q: 3 clusters Score -2.176053e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -21760656.000000 Penalty: 5970.429688
	Iteration 77Q: 3 clusters Score -2.176066e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142917 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -21760756.000000 Penalty: 5970.429688
	Iteration 78Q: 3 clusters Score -2.176076e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -21760794.000000 Penalty: 5970.429688
	Iteration 79Q: 3 clusters Score -2.176079e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143930 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -21760904.000000 Penalty: 5970.429688
	Iteration 80F: 3 clusters Score -2.17609e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -21760960.000000 Penalty: 5970.429688
	Iteration 81Q: 3 clusters Score -2.176096e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144939 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -21761076.000000 Penalty: 5970.429688
	Iteration 82Q: 3 clusters Score -2.176108e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -21761110.000000 Penalty: 5970.429688
	Iteration 83Q: 3 clusters Score -2.176111e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -21761288.000000 Penalty: 5970.429688
	Iteration 84Q: 3 clusters Score -2.176129e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146478 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -21761410.000000 Penalty: 5970.429688
	Iteration 85Q: 3 clusters Score -2.176141e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146957 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -21761382.000000 Penalty: 5970.429688
	Iteration 86Q: 3 clusters Score -2.176138e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -21761462.000000 Penalty: 5970.429688
	Iteration 87Q: 3 clusters Score -2.176146e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -21761494.000000 Penalty: 5970.429688
	Iteration 88Q: 3 clusters Score -2.176149e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -21761508.000000 Penalty: 5970.429688
	Iteration 89Q: 3 clusters Score -2.176151e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -21761590.000000 Penalty: 5970.429688
	Iteration 90Q: 3 clusters Score -2.176159e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -21761688.000000 Penalty: 5970.429688
	Iteration 91Q: 3 clusters Score -2.176169e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -21761748.000000 Penalty: 5970.429688
	Iteration 92Q: 3 clusters Score -2.176175e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149799 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -21761846.000000 Penalty: 5970.429688
	Iteration 93Q: 3 clusters Score -2.176185e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150207 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -21761824.000000 Penalty: 5970.429688
	Iteration 94Q: 3 clusters Score -2.176182e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -21761904.000000 Penalty: 5970.429688
	Iteration 95Q: 3 clusters Score -2.17619e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -21761958.000000 Penalty: 5970.429688
	Iteration 96Q: 3 clusters Score -2.176196e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -21762020.000000 Penalty: 5970.429688
	Iteration 97Q: 3 clusters Score -2.176202e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151709 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -21762012.000000 Penalty: 5970.429688
	Iteration 98Q: 3 clusters Score -2.176201e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -21762060.000000 Penalty: 5970.429688
	Iteration 99Q: 3 clusters Score -2.176206e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -21762160.000000 Penalty: 5970.429688
	Iteration 100F: 3 clusters Score -2.176216e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -21762268.000000 Penalty: 5970.429688
	Iteration 101Q: 3 clusters Score -2.176227e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -21762308.000000 Penalty: 5970.429688
	Iteration 102Q: 3 clusters Score -2.176231e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -21762382.000000 Penalty: 5970.429688
	Iteration 103Q: 3 clusters Score -2.176238e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -21762478.000000 Penalty: 5970.429688
	Iteration 104Q: 3 clusters Score -2.176248e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -21762466.000000 Penalty: 5970.429688
	Iteration 105Q: 3 clusters Score -2.176247e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -21762544.000000 Penalty: 5970.429688
	Iteration 106Q: 3 clusters Score -2.176254e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -21762576.000000 Penalty: 5970.429688
	Iteration 107Q: 3 clusters Score -2.176258e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -21762630.000000 Penalty: 5970.429688
	Iteration 108Q: 3 clusters Score -2.176263e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -21762606.000000 Penalty: 5970.429688
	Iteration 109Q: 3 clusters Score -2.176261e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -21762644.000000 Penalty: 5970.429688
	Iteration 110Q: 3 clusters Score -2.176264e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -21762744.000000 Penalty: 5970.429688
	Iteration 111Q: 3 clusters Score -2.176274e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -21762798.000000 Penalty: 5970.429688
	Iteration 112Q: 3 clusters Score -2.17628e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -21762772.000000 Penalty: 5970.429688
	Iteration 113Q: 3 clusters Score -2.176277e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159309 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -21762836.000000 Penalty: 5970.429688
	Iteration 114Q: 3 clusters Score -2.176284e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -21762924.000000 Penalty: 5970.429688
	Iteration 115Q: 3 clusters Score -2.176292e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -21762976.000000 Penalty: 5970.429688
	Iteration 116Q: 3 clusters Score -2.176298e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -21763044.000000 Penalty: 5970.429688
	Iteration 117Q: 3 clusters Score -2.176304e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -21763054.000000 Penalty: 5970.429688
	Iteration 118Q: 3 clusters Score -2.176305e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -21763050.000000 Penalty: 5970.429688
	Iteration 119Q: 3 clusters Score -2.176305e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161994 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -21763004.000000 Penalty: 5970.429688
	Iteration 120F: 3 clusters Score -2.1763e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -21763030.000000 Penalty: 5970.429688
	Iteration 121Q: 3 clusters Score -2.176303e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -21763040.000000 Penalty: 5970.429688
	Iteration 122Q: 3 clusters Score -2.176304e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -21763048.000000 Penalty: 5970.429688
	Iteration 123Q: 3 clusters Score -2.176305e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -21763046.000000 Penalty: 5970.429688
	Iteration 124Q: 3 clusters Score -2.176305e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21763080.000000 Penalty: 5970.429688
	Iteration 125Q: 3 clusters Score -2.176308e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -21763050.000000 Penalty: 5970.429688
	Iteration 126Q: 3 clusters Score -2.176305e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -21763060.000000 Penalty: 5970.429688
	Iteration 127Q: 3 clusters Score -2.176306e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -21763056.000000 Penalty: 5970.429688
	Iteration 128Q: 3 clusters Score -2.176306e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -21763008.000000 Penalty: 5970.429688
	Iteration 129Q: 3 clusters Score -2.176301e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -21763020.000000 Penalty: 5970.429688
	Iteration 130Q: 3 clusters Score -2.176302e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -21762964.000000 Penalty: 5970.429688
	Iteration 131Q: 3 clusters Score -2.176296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -21762982.000000 Penalty: 5970.429688
	Iteration 132Q: 3 clusters Score -2.176298e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -21762972.000000 Penalty: 5970.429688
	Iteration 133Q: 3 clusters Score -2.176297e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -21762964.000000 Penalty: 5970.429688
	Iteration 134Q: 3 clusters Score -2.176296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21762942.000000 Penalty: 5970.429688
	Iteration 135Q: 3 clusters Score -2.176294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165386 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -21762896.000000 Penalty: 5970.429688
	Iteration 136Q: 3 clusters Score -2.17629e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21762884.000000 Penalty: 5970.429688
	Iteration 137Q: 3 clusters Score -2.176288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21762872.000000 Penalty: 5970.429688
	Iteration 138Q: 3 clusters Score -2.176287e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21762850.000000 Penalty: 5970.429688
	Iteration 139Q: 3 clusters Score -2.176285e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -21762836.000000 Penalty: 5970.429688
	Iteration 140F: 3 clusters Score -2.176284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21762816.000000 Penalty: 5970.429688
	Iteration 141Q: 3 clusters Score -2.176282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21762800.000000 Penalty: 5970.429688
	Iteration 142Q: 3 clusters Score -2.17628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21762786.000000 Penalty: 5970.429688
	Iteration 143Q: 3 clusters Score -2.176279e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165969 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -21762754.000000 Penalty: 5970.429688
	Iteration 144Q: 3 clusters Score -2.176275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166036 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21762758.000000 Penalty: 5970.429688
	Iteration 145Q: 3 clusters Score -2.176276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21762738.000000 Penalty: 5970.429688
	Iteration 146Q: 3 clusters Score -2.176274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21762716.000000 Penalty: 5970.429688
	Iteration 147Q: 3 clusters Score -2.176272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -21762734.000000 Penalty: 5970.429688
	Iteration 148Q: 3 clusters Score -2.176273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -21762710.000000 Penalty: 5970.429688
	Iteration 149Q: 3 clusters Score -2.176271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21762690.000000 Penalty: 5970.429688
	Iteration 150Q: 3 clusters Score -2.176269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21762712.000000 Penalty: 5970.429688
	Iteration 151Q: 3 clusters Score -2.176271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21762694.000000 Penalty: 5970.429688
	Iteration 152Q: 3 clusters Score -2.176269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -21762672.000000 Penalty: 5970.429688
	Iteration 153Q: 3 clusters Score -2.176267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21762700.000000 Penalty: 5970.429688
	Iteration 154Q: 3 clusters Score -2.17627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21762694.000000 Penalty: 5970.429688
	Iteration 155Q: 3 clusters Score -2.176269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21762680.000000 Penalty: 5970.429688
	Iteration 156Q: 3 clusters Score -2.176268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -21762670.000000 Penalty: 5970.429688
	Iteration 157Q: 3 clusters Score -2.176267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -21762638.000000 Penalty: 5970.429688
	Iteration 158Q: 3 clusters Score -2.176264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166478 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21762648.000000 Penalty: 5970.429688
	Iteration 159Q: 3 clusters Score -2.176265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21762626.000000 Penalty: 5970.429688
	Iteration 160F: 3 clusters Score -2.176263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166511 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21762626.000000 Penalty: 5970.429688
	Iteration 161Q: 3 clusters Score -2.176263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21762608.000000 Penalty: 5970.429688
	Iteration 162Q: 3 clusters Score -2.176261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21762610.000000 Penalty: 5970.429688
	Iteration 163Q: 3 clusters Score -2.176261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21762606.000000 Penalty: 5970.429688
	Iteration 164Q: 3 clusters Score -2.176261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21762604.000000 Penalty: 5970.429688
	Iteration 165Q: 3 clusters Score -2.17626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21762606.000000 Penalty: 5970.429688
	Iteration 166Q: 3 clusters Score -2.176261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21762622.000000 Penalty: 5970.429688
	Iteration 167Q: 3 clusters Score -2.176262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21762624.000000 Penalty: 5970.429688
	Iteration 168Q: 3 clusters Score -2.176262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166619 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -21762606.000000 Penalty: 5970.429688
	Iteration 169Q: 3 clusters Score -2.176261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21762618.000000 Penalty: 5970.429688
	Iteration 170Q: 3 clusters Score -2.176262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21762618.000000 Penalty: 5970.429688
	Iteration 171Q: 3 clusters Score -2.176262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21762612.000000 Penalty: 5970.429688
	Iteration 172Q: 3 clusters Score -2.176261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -21762616.000000 Penalty: 5970.429688
	Iteration 173Q: 3 clusters Score -2.176262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -21762604.000000 Penalty: 5970.429688
	Iteration 174Q: 3 clusters Score -2.17626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21762586.000000 Penalty: 5970.429688
	Iteration 175Q: 3 clusters Score -2.176259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -21762612.000000 Penalty: 5970.429688
	Iteration 176Q: 3 clusters Score -2.176261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21762618.000000 Penalty: 5970.429688
	Iteration 177Q: 3 clusters Score -2.176262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21762608.000000 Penalty: 5970.429688
	Iteration 178Q: 3 clusters Score -2.176261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166748 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21762606.000000 Penalty: 5970.429688
	Iteration 179Q: 3 clusters Score -2.176261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -21762588.000000 Penalty: 5970.429688
	Iteration 180F: 3 clusters Score -2.176259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21762582.000000 Penalty: 5970.429688
	Iteration 181Q: 3 clusters Score -2.176258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21762586.000000 Penalty: 5970.429688
	Iteration 182Q: 3 clusters Score -2.176259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21762566.000000 Penalty: 5970.429688
	Iteration 183Q: 3 clusters Score -2.176257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -21762578.000000 Penalty: 5970.429688
	Iteration 184Q: 3 clusters Score -2.176258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21762566.000000 Penalty: 5970.429688
	Iteration 185Q: 3 clusters Score -2.176257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21762578.000000 Penalty: 5970.429688
	Iteration 186Q: 3 clusters Score -2.176258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21762562.000000 Penalty: 5970.429688
	Iteration 187Q: 3 clusters Score -2.176256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21762574.000000 Penalty: 5970.429688
	Iteration 188Q: 3 clusters Score -2.176257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21762576.000000 Penalty: 5970.429688
	Iteration 189Q: 3 clusters Score -2.176258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21762562.000000 Penalty: 5970.429688
	Iteration 190Q: 3 clusters Score -2.176256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21762576.000000 Penalty: 5970.429688
	Iteration 191Q: 3 clusters Score -2.176258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21762572.000000 Penalty: 5970.429688
	Iteration 192Q: 3 clusters Score -2.176257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21762572.000000 Penalty: 5970.429688
	Iteration 193F: 3 clusters Score -2.176257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Entering Unmasked Estep 
Score: -22352724.000000 Penalty: 2989.346924
	Iteration 0F: 2 clusters Score -2.235272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -22240984.000000 Penalty: 5978.693848
	Iteration 0F: 3 clusters Score -2.224098e+07 nChanged 82377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -22288584.000000 Penalty: 5978.693848
	Iteration 1F: 3 clusters Score -2.228858e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -22290138.000000 Penalty: 5978.693848
	Iteration 2Q: 3 clusters Score -2.229014e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -22292846.000000 Penalty: 5978.693848
	Iteration 3Q: 3 clusters Score -2.229285e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -22298134.000000 Penalty: 5978.693848
	Iteration 4F: 3 clusters Score -2.229813e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -22307874.000000 Penalty: 5978.693848
	Iteration 5F: 3 clusters Score -2.230787e+07 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -22322700.000000 Penalty: 5978.693848
	Iteration 6F: 3 clusters Score -2.23227e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -22337866.000000 Penalty: 5978.693848
	Iteration 7F: 3 clusters Score -2.233787e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -22346506.000000 Penalty: 5978.693848
	Iteration 8F: 3 clusters Score -2.234651e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -22349124.000000 Penalty: 5978.693848
	Iteration 9Q: 3 clusters Score -2.234912e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -22349708.000000 Penalty: 5978.693848
	Iteration 10Q: 3 clusters Score -2.234971e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -22349922.000000 Penalty: 5978.693848
	Iteration 11Q: 3 clusters Score -2.234992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -22349996.000000 Penalty: 5978.693848
	Iteration 12Q: 3 clusters Score -2.235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171500 members 
Entering Unmasked Estep 
Score: -22350010.000000 Penalty: 5978.693848
	Iteration 13Q: 3 clusters Score -2.235001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -22350032.000000 Penalty: 5978.693848
	Iteration 14Q: 3 clusters Score -2.235003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -22350038.000000 Penalty: 5978.693848
	Iteration 15Q: 3 clusters Score -2.235004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -22350062.000000 Penalty: 5978.693848
	Iteration 16Q: 3 clusters Score -2.235006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -22350058.000000 Penalty: 5978.693848
	Iteration 17Q: 3 clusters Score -2.235006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -22350062.000000 Penalty: 5978.693848
	Iteration 18Q: 3 clusters Score -2.235006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -22350072.000000 Penalty: 5978.693848
	Iteration 19Q: 3 clusters Score -2.235007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -22350094.000000 Penalty: 5978.693848
	Iteration 20F: 3 clusters Score -2.235009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -22350090.000000 Penalty: 5978.693848
	Iteration 21Q: 3 clusters Score -2.235009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171531 members 
Entering Unmasked Estep 
Score: -22350086.000000 Penalty: 5978.693848
	Iteration 22Q: 3 clusters Score -2.235009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -22350094.000000 Penalty: 5978.693848
	Iteration 23Q: 3 clusters Score -2.235009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -22350100.000000 Penalty: 5978.693848
	Iteration 24Q: 3 clusters Score -2.23501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -22350104.000000 Penalty: 5978.693848
	Iteration 25Q: 3 clusters Score -2.23501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -22350104.000000 Penalty: 5978.693848
	Iteration 26Q: 3 clusters Score -2.23501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -22350106.000000 Penalty: 5978.693848
	Iteration 27Q: 3 clusters Score -2.235011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -22350124.000000 Penalty: 5978.693848
	Iteration 28Q: 3 clusters Score -2.235012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -22350140.000000 Penalty: 5978.693848
	Iteration 29Q: 3 clusters Score -2.235014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -22350136.000000 Penalty: 5978.693848
	Iteration 30Q: 3 clusters Score -2.235014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -22350136.000000 Penalty: 5978.693848
	Iteration 31F: 3 clusters Score -2.235014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -96120.828125 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -96120.83 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 464 members 
Entering Unmasked Estep 
Score: -94287.023438 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -94287.02 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94639.953125 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -94639.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94828.585938 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -94828.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95007.976562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -95007.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95153.703125 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -95153.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95319.296875 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -95319.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95407.343750 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -95407.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95503.234375 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -95503.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95642.976562 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -95642.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95929.640625 Penalty: 3376.187500
	Iteration 9F: 3 clusters Score -95929.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96537.953125 Penalty: 3376.187500
	Iteration 10F: 3 clusters Score -96537.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96711.242188 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -96711.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96731.015625 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -96731.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96763.835938 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -96763.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96808.382812 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -96808.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96850.781250 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -96850.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96875.937500 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -96875.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96894.062500 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -96894.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96915.476562 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -96915.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96934.015625 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -96934.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96969.195312 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -96969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97069.828125 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -97069.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97149.601562 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -97149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97214.554688 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -97214.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97349.320312 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -97349.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97390.554688 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -97390.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97393.218750 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -97393.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97393.218750 Penalty: 3376.187500
	Iteration 27F: 3 clusters Score -97393.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 36068 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 168152 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 190325 members 
Mstep: Class 13 contains 167488 members 
Mstep: Class 16 contains 168916 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 33859 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
Score: -166434704.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166435600.000000 to -166434704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (33859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Entering Unmasked Estep 
Score: -4168085.500000 Penalty: 2586.630127
	Iteration 0F: 2 clusters Score -4168086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4144961.500000 Penalty: 5173.260254
	Iteration 0F: 3 clusters Score -4144962 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4153863.750000 Penalty: 5173.260254
	Iteration 1F: 3 clusters Score -4153864 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4154932.000000 Penalty: 5173.260254
	Iteration 2F: 3 clusters Score -4154932 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4156115.750000 Penalty: 5173.260254
	Iteration 3F: 3 clusters Score -4156116 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4157254.500000 Penalty: 5173.260254
	Iteration 4F: 3 clusters Score -4157254 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4158576.000000 Penalty: 5173.260254
	Iteration 5F: 3 clusters Score -4158576 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4160226.000000 Penalty: 5173.260254
	Iteration 6F: 3 clusters Score -4160226 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4162110.250000 Penalty: 5173.260254
	Iteration 7F: 3 clusters Score -4162110 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4163975.000000 Penalty: 5173.260254
	Iteration 8F: 3 clusters Score -4163975 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -4165495.750000 Penalty: 5173.260254
	Iteration 9F: 3 clusters Score -4165496 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4166534.250000 Penalty: 5173.260254
	Iteration 10Q: 3 clusters Score -4166534 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4167166.000000 Penalty: 5173.260254
	Iteration 11Q: 3 clusters Score -4167166 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4167542.250000 Penalty: 5173.260254
	Iteration 12Q: 3 clusters Score -4167542 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4167690.750000 Penalty: 5173.260254
	Iteration 13Q: 3 clusters Score -4167691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4167765.000000 Penalty: 5173.260254
	Iteration 14Q: 3 clusters Score -4167765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4167795.750000 Penalty: 5173.260254
	Iteration 15Q: 3 clusters Score -4167796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4167822.000000 Penalty: 5173.260254
	Iteration 16Q: 3 clusters Score -4167822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4167835.500000 Penalty: 5173.260254
	Iteration 17Q: 3 clusters Score -4167836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4167856.500000 Penalty: 5173.260254
	Iteration 18Q: 3 clusters Score -4167856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4167862.500000 Penalty: 5173.260254
	Iteration 19Q: 3 clusters Score -4167862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4167884.000000 Penalty: 5173.260254
	Iteration 20F: 3 clusters Score -4167884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4167885.250000 Penalty: 5173.260254
	Iteration 21Q: 3 clusters Score -4167885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4167894.250000 Penalty: 5173.260254
	Iteration 22Q: 3 clusters Score -4167894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4167893.250000 Penalty: 5173.260254
	Iteration 23Q: 3 clusters Score -4167893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4167892.250000 Penalty: 5173.260254
	Iteration 24Q: 3 clusters Score -4167892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4167900.250000 Penalty: 5173.260254
	Iteration 25Q: 3 clusters Score -4167900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4167907.250000 Penalty: 5173.260254
	Iteration 26Q: 3 clusters Score -4167907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4167902.750000 Penalty: 5173.260254
	Iteration 27Q: 3 clusters Score -4167903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4167895.500000 Penalty: 5173.260254
	Iteration 28Q: 3 clusters Score -4167896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4167904.250000 Penalty: 5173.260254
	Iteration 29Q: 3 clusters Score -4167904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4167904.500000 Penalty: 5173.260254
	Iteration 30Q: 3 clusters Score -4167904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4167902.750000 Penalty: 5173.260254
	Iteration 31Q: 3 clusters Score -4167903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4167906.750000 Penalty: 5173.260254
	Iteration 32Q: 3 clusters Score -4167907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4167908.250000 Penalty: 5173.260254
	Iteration 33Q: 3 clusters Score -4167908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4167908.000000 Penalty: 5173.260254
	Iteration 34Q: 3 clusters Score -4167908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4167906.250000 Penalty: 5173.260254
	Iteration 35Q: 3 clusters Score -4167906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4167906.250000 Penalty: 5173.260254
	Iteration 36F: 3 clusters Score -4167906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -181856.812500 Penalty: 1822.449707
	Iteration 0F: 2 clusters Score -181856.8 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 794 members 
Entering Unmasked Estep 
Score: -179648.984375 Penalty: 3644.899414
	Iteration 0F: 3 clusters Score -179649 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180449.656250 Penalty: 3644.899414
	Iteration 1F: 3 clusters Score -180449.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -180905.140625 Penalty: 3644.899414
	Iteration 2F: 3 clusters Score -180905.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -181160.921875 Penalty: 3644.899414
	Iteration 3F: 3 clusters Score -181160.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -181392.109375 Penalty: 3644.899414
	Iteration 4F: 3 clusters Score -181392.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -181612.578125 Penalty: 3644.899414
	Iteration 5Q: 3 clusters Score -181612.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -181798.109375 Penalty: 3644.899414
	Iteration 6Q: 3 clusters Score -181798.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -181961.328125 Penalty: 3644.899414
	Iteration 7Q: 3 clusters Score -181961.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -182115.171875 Penalty: 3644.899414
	Iteration 8Q: 3 clusters Score -182115.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -182342.046875 Penalty: 3644.899414
	Iteration 9Q: 3 clusters Score -182342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -182641.953125 Penalty: 3644.899414
	Iteration 10Q: 3 clusters Score -182642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -182775.281250 Penalty: 3644.899414
	Iteration 11Q: 3 clusters Score -182775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182789.140625 Penalty: 3644.899414
	Iteration 12Q: 3 clusters Score -182789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182794.625000 Penalty: 3644.899414
	Iteration 13Q: 3 clusters Score -182794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -182796.296875 Penalty: 3644.899414
	Iteration 14Q: 3 clusters Score -182796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -182796.296875 Penalty: 3644.899414
	Iteration 15F: 3 clusters Score -182796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 36068 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 168152 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 190325 members 
Mstep: Class 13 contains 167488 members 
Mstep: Class 16 contains 168916 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33859 members 
Mstep: Class 20 contains 652 members 
Entering Unmasked Estep 
Score: -166434688.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166435600.000000 to -166434688.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11394 members 
Mstep: Class 6 contains 36068 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 168152 members 
Mstep: Class 9 contains 174366 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 12 contains 190325 members 
Mstep: Class 13 contains 167488 members 
Mstep: Class 16 contains 168916 members 
Mstep: Class 17 contains 171754 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33859 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435440.000000 Penalty: 59405.718750
Iteration 199Q: 18 clusters Score -1.664354e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11385 members 
Mstep: Class 6 contains 36076 members 
Mstep: Class 7 contains 12731 members 
Mstep: Class 8 contains 168141 members 
Mstep: Class 9 contains 174351 members 
Mstep: Class 10 contains 160975 members 
Mstep: Class 12 contains 190283 members 
Mstep: Class 13 contains 167553 members 
Mstep: Class 16 contains 168832 members 
Mstep: Class 17 contains 171740 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33852 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435728.000000 Penalty: 59405.718750
Iteration 200F: 18 clusters Score -1.664357e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11692 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 36083 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 168127 members 
Mstep: Class 9 contains 174281 members 
Mstep: Class 10 contains 161099 members 
Mstep: Class 12 contains 190239 members 
Mstep: Class 13 contains 167597 members 
Mstep: Class 16 contains 168813 members 
Mstep: Class 17 contains 171750 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33839 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435872.000000 Penalty: 59405.718750
Iteration 201Q: 18 clusters Score -1.664359e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11373 members 
Mstep: Class 6 contains 36098 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 168124 members 
Mstep: Class 9 contains 174260 members 
Mstep: Class 10 contains 161170 members 
Mstep: Class 12 contains 190193 members 
Mstep: Class 13 contains 167642 members 
Mstep: Class 16 contains 168796 members 
Mstep: Class 17 contains 171758 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33830 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435760.000000 Penalty: 59405.718750
Iteration 202Q: 18 clusters Score -1.664358e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11371 members 
Mstep: Class 6 contains 36109 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 168121 members 
Mstep: Class 9 contains 174245 members 
Mstep: Class 10 contains 161239 members 
Mstep: Class 12 contains 190141 members 
Mstep: Class 13 contains 167684 members 
Mstep: Class 16 contains 168790 members 
Mstep: Class 17 contains 171751 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33823 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435968.000000 Penalty: 59405.718750
Iteration 203Q: 18 clusters Score -1.66436e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11667 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11364 members 
Mstep: Class 6 contains 36117 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 168115 members 
Mstep: Class 9 contains 174232 members 
Mstep: Class 10 contains 161309 members 
Mstep: Class 12 contains 190067 members 
Mstep: Class 13 contains 167746 members 
Mstep: Class 16 contains 168785 members 
Mstep: Class 17 contains 171752 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33817 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435824.000000 Penalty: 59405.718750
Iteration 204Q: 18 clusters Score -1.664358e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 36125 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 168105 members 
Mstep: Class 9 contains 174296 members 
Mstep: Class 10 contains 161347 members 
Mstep: Class 12 contains 189996 members 
Mstep: Class 13 contains 167806 members 
Mstep: Class 16 contains 168759 members 
Mstep: Class 17 contains 171738 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33811 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435840.000000 Penalty: 59405.718750
Iteration 205Q: 18 clusters Score -1.664358e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11658 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11357 members 
Mstep: Class 6 contains 36137 members 
Mstep: Class 7 contains 12562 members 
Mstep: Class 8 contains 168108 members 
Mstep: Class 9 contains 174352 members 
Mstep: Class 10 contains 161357 members 
Mstep: Class 12 contains 189937 members 
Mstep: Class 13 contains 167883 members 
Mstep: Class 16 contains 168730 members 
Mstep: Class 17 contains 171722 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435840.000000 Penalty: 59405.718750
Iteration 206Q: 18 clusters Score -1.664358e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11656 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 36142 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 168096 members 
Mstep: Class 9 contains 174402 members 
Mstep: Class 10 contains 161355 members 
Mstep: Class 12 contains 189886 members 
Mstep: Class 13 contains 167984 members 
Mstep: Class 16 contains 168704 members 
Mstep: Class 17 contains 171707 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33789 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435632.000000 Penalty: 59405.718750
Iteration 207Q: 18 clusters Score -1.664356e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11664 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 36153 members 
Mstep: Class 7 contains 12496 members 
Mstep: Class 8 contains 168075 members 
Mstep: Class 9 contains 174460 members 
Mstep: Class 10 contains 161329 members 
Mstep: Class 12 contains 189826 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 16 contains 168710 members 
Mstep: Class 17 contains 171696 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33774 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435824.000000 Penalty: 59405.718750
Iteration 208Q: 18 clusters Score -1.664358e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11349 members 
Mstep: Class 6 contains 36160 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 168056 members 
Mstep: Class 9 contains 174570 members 
Mstep: Class 10 contains 161298 members 
Mstep: Class 12 contains 189732 members 
Mstep: Class 13 contains 168136 members 
Mstep: Class 16 contains 168733 members 
Mstep: Class 17 contains 171666 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33768 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435696.000000 Penalty: 59405.718750
Iteration 209Q: 18 clusters Score -1.664357e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11679 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11341 members 
Mstep: Class 6 contains 36172 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 168030 members 
Mstep: Class 9 contains 174657 members 
Mstep: Class 10 contains 161288 members 
Mstep: Class 12 contains 189670 members 
Mstep: Class 13 contains 168156 members 
Mstep: Class 16 contains 168756 members 
Mstep: Class 17 contains 171644 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33760 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435552.000000 Penalty: 59405.718750
Iteration 210Q: 18 clusters Score -1.664356e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11692 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11341 members 
Mstep: Class 6 contains 36196 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 168003 members 
Mstep: Class 9 contains 174793 members 
Mstep: Class 10 contains 161212 members 
Mstep: Class 12 contains 189578 members 
Mstep: Class 13 contains 168181 members 
Mstep: Class 16 contains 168795 members 
Mstep: Class 17 contains 171626 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33753 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435520.000000 Penalty: 59405.718750
Iteration 211Q: 18 clusters Score -1.664355e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11697 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 36208 members 
Mstep: Class 7 contains 12416 members 
Mstep: Class 8 contains 167979 members 
Mstep: Class 9 contains 174853 members 
Mstep: Class 10 contains 161130 members 
Mstep: Class 12 contains 189523 members 
Mstep: Class 13 contains 168214 members 
Mstep: Class 16 contains 168874 members 
Mstep: Class 17 contains 171621 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33743 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435536.000000 Penalty: 59405.718750
Iteration 212Q: 18 clusters Score -1.664355e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11695 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11354 members 
Mstep: Class 6 contains 36220 members 
Mstep: Class 7 contains 12405 members 
Mstep: Class 8 contains 167934 members 
Mstep: Class 9 contains 174904 members 
Mstep: Class 10 contains 161025 members 
Mstep: Class 12 contains 189479 members 
Mstep: Class 13 contains 168230 members 
Mstep: Class 16 contains 168965 members 
Mstep: Class 17 contains 171660 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435264.000000 Penalty: 59405.718750
Iteration 213Q: 18 clusters Score -1.664353e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11691 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 36233 members 
Mstep: Class 7 contains 12395 members 
Mstep: Class 8 contains 167895 members 
Mstep: Class 9 contains 174927 members 
Mstep: Class 10 contains 160943 members 
Mstep: Class 12 contains 189413 members 
Mstep: Class 13 contains 168278 members 
Mstep: Class 16 contains 169057 members 
Mstep: Class 17 contains 171692 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33725 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435328.000000 Penalty: 59405.718750
Iteration 214Q: 18 clusters Score -1.664353e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11690 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11357 members 
Mstep: Class 6 contains 36239 members 
Mstep: Class 7 contains 12388 members 
Mstep: Class 8 contains 167852 members 
Mstep: Class 9 contains 174940 members 
Mstep: Class 10 contains 160861 members 
Mstep: Class 12 contains 189351 members 
Mstep: Class 13 contains 168335 members 
Mstep: Class 16 contains 169122 members 
Mstep: Class 17 contains 171741 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33729 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434896.000000 Penalty: 59405.718750
Iteration 215Q: 18 clusters Score -1.664349e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11696 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 36244 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 8 contains 167830 members 
Mstep: Class 9 contains 174917 members 
Mstep: Class 10 contains 160769 members 
Mstep: Class 12 contains 189304 members 
Mstep: Class 13 contains 168391 members 
Mstep: Class 16 contains 169238 members 
Mstep: Class 17 contains 171763 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33717 members 
Mstep: Class 20 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434864.000000 Penalty: 59405.718750
Iteration 216Q: 18 clusters Score -1.664349e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11691 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11352 members 
Mstep: Class 6 contains 36255 members 
Mstep: Class 7 contains 12371 members 
Mstep: Class 8 contains 167805 members 
Mstep: Class 9 contains 174856 members 
Mstep: Class 10 contains 160684 members 
Mstep: Class 12 contains 189271 members 
Mstep: Class 13 contains 168480 members 
Mstep: Class 16 contains 169339 members 
Mstep: Class 17 contains 171790 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33709 members 
Mstep: Class 20 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434784.000000 Penalty: 59405.718750
Iteration 217Q: 18 clusters Score -1.664348e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11355 members 
Mstep: Class 6 contains 36261 members 
Mstep: Class 7 contains 12365 members 
Mstep: Class 8 contains 167784 members 
Mstep: Class 9 contains 174797 members 
Mstep: Class 10 contains 160625 members 
Mstep: Class 12 contains 189233 members 
Mstep: Class 13 contains 168586 members 
Mstep: Class 16 contains 169408 members 
Mstep: Class 17 contains 171798 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33705 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434784.000000 Penalty: 59405.718750
Iteration 218Q: 18 clusters Score -1.664348e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11691 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 36271 members 
Mstep: Class 7 contains 12359 members 
Mstep: Class 8 contains 167770 members 
Mstep: Class 9 contains 174737 members 
Mstep: Class 10 contains 160543 members 
Mstep: Class 12 contains 189171 members 
Mstep: Class 13 contains 168673 members 
Mstep: Class 16 contains 169535 members 
Mstep: Class 17 contains 171803 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33697 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434880.000000 Penalty: 59405.718750
Iteration 219Q: 18 clusters Score -1.664349e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11349 members 
Mstep: Class 6 contains 36285 members 
Mstep: Class 7 contains 12355 members 
Mstep: Class 8 contains 167769 members 
Mstep: Class 9 contains 174723 members 
Mstep: Class 10 contains 160438 members 
Mstep: Class 12 contains 189123 members 
Mstep: Class 13 contains 168756 members 
Mstep: Class 16 contains 169617 members 
Mstep: Class 17 contains 171790 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33695 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434960.000000 Penalty: 59405.718750
Iteration 220F: 18 clusters Score -1.66435e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11345 members 
Mstep: Class 6 contains 36309 members 
Mstep: Class 7 contains 12354 members 
Mstep: Class 8 contains 167763 members 
Mstep: Class 9 contains 174663 members 
Mstep: Class 10 contains 160388 members 
Mstep: Class 12 contains 189059 members 
Mstep: Class 13 contains 168806 members 
Mstep: Class 16 contains 169739 members 
Mstep: Class 17 contains 171780 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33684 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435088.000000 Penalty: 59405.718750
Iteration 221Q: 18 clusters Score -1.664351e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11732 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 36317 members 
Mstep: Class 7 contains 12353 members 
Mstep: Class 8 contains 167752 members 
Mstep: Class 9 contains 174567 members 
Mstep: Class 10 contains 160354 members 
Mstep: Class 12 contains 189046 members 
Mstep: Class 13 contains 168828 members 
Mstep: Class 16 contains 169863 members 
Mstep: Class 17 contains 171763 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33678 members 
Mstep: Class 20 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435200.000000 Penalty: 59405.718750
Iteration 222Q: 18 clusters Score -1.664352e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11346 members 
Mstep: Class 6 contains 36339 members 
Mstep: Class 7 contains 12350 members 
Mstep: Class 8 contains 167744 members 
Mstep: Class 9 contains 174520 members 
Mstep: Class 10 contains 160321 members 
Mstep: Class 12 contains 189026 members 
Mstep: Class 13 contains 168816 members 
Mstep: Class 16 contains 169989 members 
Mstep: Class 17 contains 171743 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33675 members 
Mstep: Class 20 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435408.000000 Penalty: 59405.718750
Iteration 223Q: 18 clusters Score -1.664354e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11730 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11349 members 
Mstep: Class 6 contains 36357 members 
Mstep: Class 7 contains 12344 members 
Mstep: Class 8 contains 167747 members 
Mstep: Class 9 contains 174434 members 
Mstep: Class 10 contains 160283 members 
Mstep: Class 12 contains 189031 members 
Mstep: Class 13 contains 168810 members 
Mstep: Class 16 contains 170098 members 
Mstep: Class 17 contains 171745 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33669 members 
Mstep: Class 20 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435632.000000 Penalty: 59405.718750
Iteration 224Q: 18 clusters Score -1.664356e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11346 members 
Mstep: Class 6 contains 36363 members 
Mstep: Class 7 contains 12339 members 
Mstep: Class 8 contains 167746 members 
Mstep: Class 9 contains 174348 members 
Mstep: Class 10 contains 160243 members 
Mstep: Class 12 contains 189052 members 
Mstep: Class 13 contains 168821 members 
Mstep: Class 16 contains 170218 members 
Mstep: Class 17 contains 171734 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33653 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435648.000000 Penalty: 59405.718750
Iteration 225Q: 18 clusters Score -1.664356e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11746 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11342 members 
Mstep: Class 6 contains 36371 members 
Mstep: Class 7 contains 12334 members 
Mstep: Class 8 contains 167747 members 
Mstep: Class 9 contains 174309 members 
Mstep: Class 10 contains 160184 members 
Mstep: Class 12 contains 189085 members 
Mstep: Class 13 contains 168781 members 
Mstep: Class 16 contains 170323 members 
Mstep: Class 17 contains 171725 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33649 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435504.000000 Penalty: 59405.718750
Iteration 226Q: 18 clusters Score -1.664355e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11329 members 
Mstep: Class 6 contains 36385 members 
Mstep: Class 7 contains 12324 members 
Mstep: Class 8 contains 167752 members 
Mstep: Class 9 contains 174293 members 
Mstep: Class 10 contains 160118 members 
Mstep: Class 12 contains 189162 members 
Mstep: Class 13 contains 168725 members 
Mstep: Class 16 contains 170415 members 
Mstep: Class 17 contains 171696 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33636 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435824.000000 Penalty: 59405.718750
Iteration 227Q: 18 clusters Score -1.664358e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11770 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 36397 members 
Mstep: Class 7 contains 12315 members 
Mstep: Class 8 contains 167751 members 
Mstep: Class 9 contains 174292 members 
Mstep: Class 10 contains 160030 members 
Mstep: Class 12 contains 189222 members 
Mstep: Class 13 contains 168666 members 
Mstep: Class 16 contains 170517 members 
Mstep: Class 17 contains 171690 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33624 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436032.000000 Penalty: 59405.718750
Iteration 228Q: 18 clusters Score -1.66436e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 11798 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 36412 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 167742 members 
Mstep: Class 9 contains 174257 members 
Mstep: Class 10 contains 159913 members 
Mstep: Class 12 contains 189288 members 
Mstep: Class 13 contains 168665 members 
Mstep: Class 16 contains 170603 members 
Mstep: Class 17 contains 171669 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33627 members 
Mstep: Class 20 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 59405.718750
Iteration 229Q: 18 clusters Score -1.664364e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 11826 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11304 members 
Mstep: Class 6 contains 36433 members 
Mstep: Class 7 contains 12306 members 
Mstep: Class 8 contains 167726 members 
Mstep: Class 9 contains 174349 members 
Mstep: Class 10 contains 159753 members 
Mstep: Class 12 contains 189336 members 
Mstep: Class 13 contains 168655 members 
Mstep: Class 16 contains 170633 members 
Mstep: Class 17 contains 171648 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33624 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436576.000000 Penalty: 59405.718750
Iteration 230Q: 18 clusters Score -1.664366e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11298 members 
Mstep: Class 6 contains 36454 members 
Mstep: Class 7 contains 12293 members 
Mstep: Class 8 contains 167714 members 
Mstep: Class 9 contains 174413 members 
Mstep: Class 10 contains 159696 members 
Mstep: Class 12 contains 189386 members 
Mstep: Class 13 contains 168609 members 
Mstep: Class 16 contains 170645 members 
Mstep: Class 17 contains 171612 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33626 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436352.000000 Penalty: 59405.718750
Iteration 231Q: 18 clusters Score -1.664364e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11297 members 
Mstep: Class 6 contains 36485 members 
Mstep: Class 7 contains 12282 members 
Mstep: Class 8 contains 167700 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 159624 members 
Mstep: Class 12 contains 189443 members 
Mstep: Class 13 contains 168571 members 
Mstep: Class 16 contains 170627 members 
Mstep: Class 17 contains 171587 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33621 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436320.000000 Penalty: 59405.718750
Iteration 232Q: 18 clusters Score -1.664363e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 11895 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11305 members 
Mstep: Class 6 contains 36506 members 
Mstep: Class 7 contains 12274 members 
Mstep: Class 8 contains 167679 members 
Mstep: Class 9 contains 174555 members 
Mstep: Class 10 contains 159547 members 
Mstep: Class 12 contains 189492 members 
Mstep: Class 13 contains 168510 members 
Mstep: Class 16 contains 170648 members 
Mstep: Class 17 contains 171560 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33622 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436224.000000 Penalty: 59405.718750
Iteration 233Q: 18 clusters Score -1.664362e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 36528 members 
Mstep: Class 7 contains 12272 members 
Mstep: Class 8 contains 167658 members 
Mstep: Class 9 contains 174601 members 
Mstep: Class 10 contains 159452 members 
Mstep: Class 12 contains 189537 members 
Mstep: Class 13 contains 168458 members 
Mstep: Class 16 contains 170704 members 
Mstep: Class 17 contains 171536 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33617 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436336.000000 Penalty: 59405.718750
Iteration 234Q: 18 clusters Score -1.664363e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 11959 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 36554 members 
Mstep: Class 7 contains 12265 members 
Mstep: Class 8 contains 167638 members 
Mstep: Class 9 contains 174669 members 
Mstep: Class 10 contains 159368 members 
Mstep: Class 12 contains 189588 members 
Mstep: Class 13 contains 168436 members 
Mstep: Class 16 contains 170736 members 
Mstep: Class 17 contains 171475 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33602 members 
Mstep: Class 20 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436048.000000 Penalty: 59405.718750
Iteration 235Q: 18 clusters Score -1.66436e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 11984 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 36585 members 
Mstep: Class 7 contains 12257 members 
Mstep: Class 8 contains 167620 members 
Mstep: Class 9 contains 174748 members 
Mstep: Class 10 contains 159279 members 
Mstep: Class 12 contains 189641 members 
Mstep: Class 13 contains 168393 members 
Mstep: Class 16 contains 170768 members 
Mstep: Class 17 contains 171417 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33603 members 
Mstep: Class 20 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436160.000000 Penalty: 59405.718750
Iteration 236Q: 18 clusters Score -1.664362e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 12014 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 36616 members 
Mstep: Class 7 contains 12251 members 
Mstep: Class 8 contains 167569 members 
Mstep: Class 9 contains 174828 members 
Mstep: Class 10 contains 159172 members 
Mstep: Class 12 contains 189709 members 
Mstep: Class 13 contains 168364 members 
Mstep: Class 16 contains 170797 members 
Mstep: Class 17 contains 171376 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33590 members 
Mstep: Class 20 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435872.000000 Penalty: 59405.718750
Iteration 237Q: 18 clusters Score -1.664359e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 12067 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 36661 members 
Mstep: Class 7 contains 12247 members 
Mstep: Class 8 contains 167525 members 
Mstep: Class 9 contains 174862 members 
Mstep: Class 10 contains 159033 members 
Mstep: Class 12 contains 189785 members 
Mstep: Class 13 contains 168346 members 
Mstep: Class 16 contains 170858 members 
Mstep: Class 17 contains 171332 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33572 members 
Mstep: Class 20 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435936.000000 Penalty: 59405.718750
Iteration 238Q: 18 clusters Score -1.664359e+08 nChanged 2242
Entering ConstructFrom: 
Score: -166435936.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71372.039062 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -71372.04 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 375 members 
Entering Unmasked Estep 
Score: -69743.976562 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -69743.98 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70588.132812 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -70588.13 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71207.578125 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -71207.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71560.359375 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -71560.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71700.953125 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -71700.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71800.609375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -71800.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71827.250000 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -71827.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71858.867188 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -71858.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71887.406250 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -71887.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71896.453125 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -71896.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71905.781250 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -71905.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71908.421875 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -71908.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71910.585938 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -71910.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71913.000000 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -71913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71918.750000 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -71918.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71924.789062 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -71924.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -71936.312500 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -71936.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71941.703125 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -71941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71945.859375 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -71945.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71951.070312 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -71951.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71955.578125 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -71955.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71971.851562 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -71971.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71998.945312 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -71998.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72019.078125 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -72019.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72033.117188 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -72033.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72038.656250 Penalty: 3284.877197
	Iteration 25Q: 3 clusters Score -72038.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72043.671875 Penalty: 3284.877197
	Iteration 26Q: 3 clusters Score -72043.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72048.757812 Penalty: 3284.877197
	Iteration 27Q: 3 clusters Score -72048.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72057.335938 Penalty: 3284.877197
	Iteration 28Q: 3 clusters Score -72057.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72066.726562 Penalty: 3284.877197
	Iteration 29Q: 3 clusters Score -72066.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72066.726562 Penalty: 3284.877197
	Iteration 30F: 3 clusters Score -72066.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 12237 members 
Mstep: Class 8 contains 167475 members 
Mstep: Class 9 contains 174950 members 
Mstep: Class 10 contains 158882 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 189852 members 
Mstep: Class 13 contains 168281 members 
Mstep: Class 16 contains 170938 members 
Mstep: Class 17 contains 171300 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
Score: -166434624.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166435936.000000 to -166434624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -561627.937500 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -561627.9 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 2253 members 
Entering Unmasked Estep 
Score: -557424.500000 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -557424.5 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -558415.187500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -558415.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -558622.750000 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -558622.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -558760.125000 Penalty: 4168.729492
	Iteration 3Q: 3 clusters Score -558760.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -558848.312500 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -558848.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -558919.812500 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -558919.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -558974.187500 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -558974.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -559033.000000 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -559033 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -559082.687500 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -559082.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -559121.562500 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -559121.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -559148.750000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -559148.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -559178.625000 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -559178.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -559198.062500 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -559198.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -559222.500000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -559222.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559246.937500 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -559246.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -559268.125000 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -559268.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -559293.562500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -559293.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -559318.125000 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -559318.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -559342.437500 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -559342.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -559367.500000 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -559367.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -559395.375000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -559395.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559416.375000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -559416.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -559436.000000 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -559436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -559454.187500 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -559454.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -559475.687500 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -559475.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -559495.937500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -559495.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -559516.312500 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -559516.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -559533.937500 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -559533.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -559560.312500 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -559560.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -559583.687500 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -559583.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -559602.562500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -559602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -559625.125000 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -559625.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -559648.562500 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -559648.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -559670.812500 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -559670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -559690.500000 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -559690.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -559706.562500 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -559706.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -559724.250000 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -559724.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -559736.187500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -559736.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -559746.812500 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -559746.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -559757.750000 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -559757.8 nChanged 17
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: -559766.937500 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -559766.9 nChanged 17
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: -559775.062500 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -559775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -559786.000000 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -559786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -559791.000000 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -559791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -559796.562500 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -559796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -559803.125000 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -559803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -559808.625000 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -559808.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -559818.312500 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -559818.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -559823.812500 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -559823.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -559832.375000 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -559832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -559840.125000 Penalty: 4168.729492
	Iteration 50Q: 3 clusters Score -559840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -559846.000000 Penalty: 4168.729492
	Iteration 51Q: 3 clusters Score -559846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -559852.625000 Penalty: 4168.729492
	Iteration 52Q: 3 clusters Score -559852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -559861.562500 Penalty: 4168.729492
	Iteration 53Q: 3 clusters Score -559861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -559868.250000 Penalty: 4168.729492
	Iteration 54Q: 3 clusters Score -559868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -559872.375000 Penalty: 4168.729492
	Iteration 55Q: 3 clusters Score -559872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -559874.187500 Penalty: 4168.729492
	Iteration 56Q: 3 clusters Score -559874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -559876.812500 Penalty: 4168.729492
	Iteration 57Q: 3 clusters Score -559876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -559877.312500 Penalty: 4168.729492
	Iteration 58Q: 3 clusters Score -559877.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -559879.312500 Penalty: 4168.729492
	Iteration 59Q: 3 clusters Score -559879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -559882.625000 Penalty: 4168.729492
	Iteration 60F: 3 clusters Score -559882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -559885.187500 Penalty: 4168.729492
	Iteration 61Q: 3 clusters Score -559885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -559887.687500 Penalty: 4168.729492
	Iteration 62Q: 3 clusters Score -559887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -559891.875000 Penalty: 4168.729492
	Iteration 63Q: 3 clusters Score -559891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -559900.562500 Penalty: 4168.729492
	Iteration 64Q: 3 clusters Score -559900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -559904.562500 Penalty: 4168.729492
	Iteration 65Q: 3 clusters Score -559904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -559906.625000 Penalty: 4168.729492
	Iteration 66Q: 3 clusters Score -559906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -559909.750000 Penalty: 4168.729492
	Iteration 67Q: 3 clusters Score -559909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -559915.937500 Penalty: 4168.729492
	Iteration 68Q: 3 clusters Score -559915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -559919.000000 Penalty: 4168.729492
	Iteration 69Q: 3 clusters Score -559919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -559919.312500 Penalty: 4168.729492
	Iteration 70Q: 3 clusters Score -559919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -559919.312500 Penalty: 4168.729492
	Iteration 71F: 3 clusters Score -559919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1553239.250000 Penalty: 2331.847900
	Iteration 0F: 2 clusters Score -1553239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1544196.250000 Penalty: 4663.695801
	Iteration 0F: 3 clusters Score -1544196 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1546914.125000 Penalty: 4663.695801
	Iteration 1F: 3 clusters Score -1546914 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1547338.125000 Penalty: 4663.695801
	Iteration 2F: 3 clusters Score -1547338 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1547742.000000 Penalty: 4663.695801
	Iteration 3F: 3 clusters Score -1547742 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1548148.500000 Penalty: 4663.695801
	Iteration 4F: 3 clusters Score -1548148 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1548591.875000 Penalty: 4663.695801
	Iteration 5F: 3 clusters Score -1548592 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1549075.625000 Penalty: 4663.695801
	Iteration 6F: 3 clusters Score -1549076 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1549607.750000 Penalty: 4663.695801
	Iteration 7F: 3 clusters Score -1549608 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1550107.875000 Penalty: 4663.695801
	Iteration 8F: 3 clusters Score -1550108 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1550559.500000 Penalty: 4663.695801
	Iteration 9F: 3 clusters Score -1550560 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1550918.750000 Penalty: 4663.695801
	Iteration 10Q: 3 clusters Score -1550919 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1551135.000000 Penalty: 4663.695801
	Iteration 11Q: 3 clusters Score -1551135 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1551244.625000 Penalty: 4663.695801
	Iteration 12Q: 3 clusters Score -1551245 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1551291.000000 Penalty: 4663.695801
	Iteration 13Q: 3 clusters Score -1551291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1551325.625000 Penalty: 4663.695801
	Iteration 14Q: 3 clusters Score -1551326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1551342.875000 Penalty: 4663.695801
	Iteration 15Q: 3 clusters Score -1551343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1551365.750000 Penalty: 4663.695801
	Iteration 16Q: 3 clusters Score -1551366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1551383.250000 Penalty: 4663.695801
	Iteration 17Q: 3 clusters Score -1551383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1551393.750000 Penalty: 4663.695801
	Iteration 18Q: 3 clusters Score -1551394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1551404.000000 Penalty: 4663.695801
	Iteration 19Q: 3 clusters Score -1551404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1551407.750000 Penalty: 4663.695801
	Iteration 20F: 3 clusters Score -1551408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1551416.750000 Penalty: 4663.695801
	Iteration 21Q: 3 clusters Score -1551417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1551421.125000 Penalty: 4663.695801
	Iteration 22Q: 3 clusters Score -1551421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1551430.250000 Penalty: 4663.695801
	Iteration 23Q: 3 clusters Score -1551430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1551433.625000 Penalty: 4663.695801
	Iteration 24Q: 3 clusters Score -1551434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1551437.250000 Penalty: 4663.695801
	Iteration 25Q: 3 clusters Score -1551437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1551440.125000 Penalty: 4663.695801
	Iteration 26Q: 3 clusters Score -1551440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1551448.125000 Penalty: 4663.695801
	Iteration 27Q: 3 clusters Score -1551448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1551452.000000 Penalty: 4663.695801
	Iteration 28Q: 3 clusters Score -1551452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1551465.625000 Penalty: 4663.695801
	Iteration 29Q: 3 clusters Score -1551466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1551474.250000 Penalty: 4663.695801
	Iteration 30Q: 3 clusters Score -1551474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1551480.750000 Penalty: 4663.695801
	Iteration 31Q: 3 clusters Score -1551481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1551498.125000 Penalty: 4663.695801
	Iteration 32Q: 3 clusters Score -1551498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1551507.125000 Penalty: 4663.695801
	Iteration 33Q: 3 clusters Score -1551507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1551522.375000 Penalty: 4663.695801
	Iteration 34Q: 3 clusters Score -1551522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1551529.875000 Penalty: 4663.695801
	Iteration 35Q: 3 clusters Score -1551530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1551543.000000 Penalty: 4663.695801
	Iteration 36Q: 3 clusters Score -1551543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1551560.500000 Penalty: 4663.695801
	Iteration 37Q: 3 clusters Score -1551560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1551576.875000 Penalty: 4663.695801
	Iteration 38Q: 3 clusters Score -1551577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1551590.375000 Penalty: 4663.695801
	Iteration 39Q: 3 clusters Score -1551590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1551618.000000 Penalty: 4663.695801
	Iteration 40F: 3 clusters Score -1551618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1551631.875000 Penalty: 4663.695801
	Iteration 41Q: 3 clusters Score -1551632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1551649.000000 Penalty: 4663.695801
	Iteration 42Q: 3 clusters Score -1551649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1551658.750000 Penalty: 4663.695801
	Iteration 43Q: 3 clusters Score -1551659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1551669.375000 Penalty: 4663.695801
	Iteration 44Q: 3 clusters Score -1551669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1551677.000000 Penalty: 4663.695801
	Iteration 45Q: 3 clusters Score -1551677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1551685.000000 Penalty: 4663.695801
	Iteration 46Q: 3 clusters Score -1551685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1551691.375000 Penalty: 4663.695801
	Iteration 47Q: 3 clusters Score -1551691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1551692.125000 Penalty: 4663.695801
	Iteration 48Q: 3 clusters Score -1551692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1551705.375000 Penalty: 4663.695801
	Iteration 49Q: 3 clusters Score -1551705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1551707.750000 Penalty: 4663.695801
	Iteration 50Q: 3 clusters Score -1551708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1551716.000000 Penalty: 4663.695801
	Iteration 51Q: 3 clusters Score -1551716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1551719.125000 Penalty: 4663.695801
	Iteration 52Q: 3 clusters Score -1551719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1551729.250000 Penalty: 4663.695801
	Iteration 53Q: 3 clusters Score -1551729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1551731.625000 Penalty: 4663.695801
	Iteration 54Q: 3 clusters Score -1551732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1551733.375000 Penalty: 4663.695801
	Iteration 55Q: 3 clusters Score -1551733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1551737.875000 Penalty: 4663.695801
	Iteration 56Q: 3 clusters Score -1551738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1551737.875000 Penalty: 4663.695801
	Iteration 57Q: 3 clusters Score -1551738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1551737.875000 Penalty: 4663.695801
	Iteration 58Q: 3 clusters Score -1551738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1551738.875000 Penalty: 4663.695801
	Iteration 59Q: 3 clusters Score -1551739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1551744.000000 Penalty: 4663.695801
	Iteration 60F: 3 clusters Score -1551744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1551744.125000 Penalty: 4663.695801
	Iteration 61Q: 3 clusters Score -1551744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1551745.500000 Penalty: 4663.695801
	Iteration 62Q: 3 clusters Score -1551746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1551744.000000 Penalty: 4663.695801
	Iteration 63Q: 3 clusters Score -1551744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1551741.625000 Penalty: 4663.695801
	Iteration 64Q: 3 clusters Score -1551742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1551746.750000 Penalty: 4663.695801
	Iteration 65Q: 3 clusters Score -1551747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1551746.125000 Penalty: 4663.695801
	Iteration 66Q: 3 clusters Score -1551746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1551745.125000 Penalty: 4663.695801
	Iteration 67Q: 3 clusters Score -1551745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1551747.875000 Penalty: 4663.695801
	Iteration 68Q: 3 clusters Score -1551748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1551745.875000 Penalty: 4663.695801
	Iteration 69Q: 3 clusters Score -1551746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1551747.875000 Penalty: 4663.695801
	Iteration 70Q: 3 clusters Score -1551748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1551747.000000 Penalty: 4663.695801
	Iteration 71Q: 3 clusters Score -1551747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1551744.500000 Penalty: 4663.695801
	Iteration 72Q: 3 clusters Score -1551744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1551746.375000 Penalty: 4663.695801
	Iteration 73Q: 3 clusters Score -1551746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1551746.500000 Penalty: 4663.695801
	Iteration 74Q: 3 clusters Score -1551746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1551746.125000 Penalty: 4663.695801
	Iteration 75Q: 3 clusters Score -1551746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1551749.250000 Penalty: 4663.695801
	Iteration 76Q: 3 clusters Score -1551749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1551747.625000 Penalty: 4663.695801
	Iteration 77Q: 3 clusters Score -1551748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1551746.625000 Penalty: 4663.695801
	Iteration 78Q: 3 clusters Score -1551747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1551750.125000 Penalty: 4663.695801
	Iteration 79Q: 3 clusters Score -1551750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1551752.750000 Penalty: 4663.695801
	Iteration 80F: 3 clusters Score -1551753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1551752.625000 Penalty: 4663.695801
	Iteration 81Q: 3 clusters Score -1551753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1551753.750000 Penalty: 4663.695801
	Iteration 82Q: 3 clusters Score -1551754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1551754.875000 Penalty: 4663.695801
	Iteration 83Q: 3 clusters Score -1551755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1551754.875000 Penalty: 4663.695801
	Iteration 84F: 3 clusters Score -1551755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136272.781250 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136272.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136920.562500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136920.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137345.437500 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137345.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137738.359375 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137738.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138052.406250 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -138052.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138297.328125 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -138297.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138668.750000 Penalty: 3552.549072
	Iteration 6F: 3 clusters Score -138668.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139008.421875 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -139008.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139042.437500 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -139042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139045.015625 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -139045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139045.015625 Penalty: 3552.549072
	Iteration 10F: 3 clusters Score -139045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 12237 members 
Mstep: Class 8 contains 167475 members 
Mstep: Class 9 contains 174950 members 
Mstep: Class 10 contains 158882 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 12 contains 189852 members 
Mstep: Class 13 contains 168281 members 
Mstep: Class 16 contains 170938 members 
Mstep: Class 17 contains 171300 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
Score: -166435072.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166435936.000000 to -166435072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -1390819.125000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -1390819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1382299.375000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -1382299 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1384869.875000 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -1384870 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1385284.125000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -1385284 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1385706.375000 Penalty: 4628.597656
	Iteration 3F: 3 clusters Score -1385706 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1386092.250000 Penalty: 4628.597656
	Iteration 4F: 3 clusters Score -1386092 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1386418.875000 Penalty: 4628.597656
	Iteration 5F: 3 clusters Score -1386419 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1386725.000000 Penalty: 4628.597656
	Iteration 6Q: 3 clusters Score -1386725 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1387018.625000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -1387019 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1387257.375000 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -1387257 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1387467.625000 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -1387468 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1387677.375000 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -1387677 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1387849.000000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -1387849 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1388028.750000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -1388029 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1388200.875000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -1388201 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1388377.125000 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -1388377 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1388522.000000 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -1388522 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1388639.250000 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -1388639 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1388717.375000 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -1388717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1388775.500000 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -1388776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1388820.875000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -1388821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1388856.875000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -1388857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1388886.250000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -1388886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1388912.500000 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -1388912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1388946.250000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -1388946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1388976.625000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -1388977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1389003.125000 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -1389003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1389029.000000 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -1389029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1389051.375000 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -1389051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1389070.125000 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -1389070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1389098.250000 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -1389098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1389136.625000 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -1389137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1389174.500000 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -1389174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1389199.125000 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -1389199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1389219.000000 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -1389219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1389237.750000 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -1389238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1389256.875000 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -1389257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1389279.250000 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -1389279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1389309.000000 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -1389309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1389340.250000 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -1389340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1389371.125000 Penalty: 4628.597656
	Iteration 39Q: 3 clusters Score -1389371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1389404.625000 Penalty: 4628.597656
	Iteration 40F: 3 clusters Score -1389405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1389444.625000 Penalty: 4628.597656
	Iteration 41Q: 3 clusters Score -1389445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1389480.000000 Penalty: 4628.597656
	Iteration 42Q: 3 clusters Score -1389480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1389517.000000 Penalty: 4628.597656
	Iteration 43Q: 3 clusters Score -1389517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1389556.250000 Penalty: 4628.597656
	Iteration 44Q: 3 clusters Score -1389556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1389598.375000 Penalty: 4628.597656
	Iteration 45Q: 3 clusters Score -1389598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1389640.875000 Penalty: 4628.597656
	Iteration 46Q: 3 clusters Score -1389641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1389694.750000 Penalty: 4628.597656
	Iteration 47Q: 3 clusters Score -1389695 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1389739.250000 Penalty: 4628.597656
	Iteration 48Q: 3 clusters Score -1389739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1389774.750000 Penalty: 4628.597656
	Iteration 49Q: 3 clusters Score -1389775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1389814.875000 Penalty: 4628.597656
	Iteration 50Q: 3 clusters Score -1389815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1389842.125000 Penalty: 4628.597656
	Iteration 51Q: 3 clusters Score -1389842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1389868.125000 Penalty: 4628.597656
	Iteration 52Q: 3 clusters Score -1389868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1389887.000000 Penalty: 4628.597656
	Iteration 53Q: 3 clusters Score -1389887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1389895.375000 Penalty: 4628.597656
	Iteration 54Q: 3 clusters Score -1389895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1389896.875000 Penalty: 4628.597656
	Iteration 55Q: 3 clusters Score -1389897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1389901.125000 Penalty: 4628.597656
	Iteration 56Q: 3 clusters Score -1389901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1389904.250000 Penalty: 4628.597656
	Iteration 57Q: 3 clusters Score -1389904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1389906.000000 Penalty: 4628.597656
	Iteration 58Q: 3 clusters Score -1389906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1389905.250000 Penalty: 4628.597656
	Iteration 59Q: 3 clusters Score -1389905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1389905.125000 Penalty: 4628.597656
	Iteration 60F: 3 clusters Score -1389905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1389907.375000 Penalty: 4628.597656
	Iteration 61Q: 3 clusters Score -1389907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1389911.375000 Penalty: 4628.597656
	Iteration 62Q: 3 clusters Score -1389911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1389914.625000 Penalty: 4628.597656
	Iteration 63Q: 3 clusters Score -1389915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1389916.000000 Penalty: 4628.597656
	Iteration 64Q: 3 clusters Score -1389916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1389914.875000 Penalty: 4628.597656
	Iteration 65Q: 3 clusters Score -1389915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1389916.875000 Penalty: 4628.597656
	Iteration 66Q: 3 clusters Score -1389917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1389916.625000 Penalty: 4628.597656
	Iteration 67Q: 3 clusters Score -1389917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1389918.250000 Penalty: 4628.597656
	Iteration 68Q: 3 clusters Score -1389918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1389915.000000 Penalty: 4628.597656
	Iteration 69Q: 3 clusters Score -1389915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1389918.125000 Penalty: 4628.597656
	Iteration 70Q: 3 clusters Score -1389918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1389922.125000 Penalty: 4628.597656
	Iteration 71Q: 3 clusters Score -1389922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1389921.875000 Penalty: 4628.597656
	Iteration 72Q: 3 clusters Score -1389922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1389923.875000 Penalty: 4628.597656
	Iteration 73Q: 3 clusters Score -1389924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1389924.000000 Penalty: 4628.597656
	Iteration 74Q: 3 clusters Score -1389924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1389924.000000 Penalty: 4628.597656
	Iteration 75F: 3 clusters Score -1389924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Entering Unmasked Estep 
Score: -4653463.000000 Penalty: 2606.645508
	Iteration 0F: 2 clusters Score -4653463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4628644.500000 Penalty: 5213.291016
	Iteration 0F: 3 clusters Score -4628644 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4637451.000000 Penalty: 5213.291016
	Iteration 1F: 3 clusters Score -4637451 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4637942.000000 Penalty: 5213.291016
	Iteration 2Q: 3 clusters Score -4637942 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4638353.000000 Penalty: 5213.291016
	Iteration 3Q: 3 clusters Score -4638353 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4638811.000000 Penalty: 5213.291016
	Iteration 4Q: 3 clusters Score -4638811 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4639354.000000 Penalty: 5213.291016
	Iteration 5Q: 3 clusters Score -4639354 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4640058.000000 Penalty: 5213.291016
	Iteration 6Q: 3 clusters Score -4640058 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -4641068.500000 Penalty: 5213.291016
	Iteration 7F: 3 clusters Score -4641068 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4642545.000000 Penalty: 5213.291016
	Iteration 8F: 3 clusters Score -4642545 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4644525.000000 Penalty: 5213.291016
	Iteration 9F: 3 clusters Score -4644525 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4646665.000000 Penalty: 5213.291016
	Iteration 10F: 3 clusters Score -4646665 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4648398.500000 Penalty: 5213.291016
	Iteration 11F: 3 clusters Score -4648398 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4649619.500000 Penalty: 5213.291016
	Iteration 12Q: 3 clusters Score -4649620 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4650330.000000 Penalty: 5213.291016
	Iteration 13Q: 3 clusters Score -4650330 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4650693.000000 Penalty: 5213.291016
	Iteration 14Q: 3 clusters Score -4650693 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -4650848.000000 Penalty: 5213.291016
	Iteration 15Q: 3 clusters Score -4650848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4650946.500000 Penalty: 5213.291016
	Iteration 16Q: 3 clusters Score -4650946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4651021.000000 Penalty: 5213.291016
	Iteration 17Q: 3 clusters Score -4651021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4651070.500000 Penalty: 5213.291016
	Iteration 18Q: 3 clusters Score -4651070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4651099.000000 Penalty: 5213.291016
	Iteration 19Q: 3 clusters Score -4651099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4651118.000000 Penalty: 5213.291016
	Iteration 20F: 3 clusters Score -4651118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4651136.500000 Penalty: 5213.291016
	Iteration 21Q: 3 clusters Score -4651136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4651146.500000 Penalty: 5213.291016
	Iteration 22Q: 3 clusters Score -4651146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4651160.500000 Penalty: 5213.291016
	Iteration 23Q: 3 clusters Score -4651160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4651167.000000 Penalty: 5213.291016
	Iteration 24Q: 3 clusters Score -4651167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4651186.500000 Penalty: 5213.291016
	Iteration 25Q: 3 clusters Score -4651186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4651195.500000 Penalty: 5213.291016
	Iteration 26Q: 3 clusters Score -4651196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4651191.500000 Penalty: 5213.291016
	Iteration 27Q: 3 clusters Score -4651192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4651195.000000 Penalty: 5213.291016
	Iteration 28Q: 3 clusters Score -4651195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4651197.500000 Penalty: 5213.291016
	Iteration 29Q: 3 clusters Score -4651198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4651199.000000 Penalty: 5213.291016
	Iteration 30Q: 3 clusters Score -4651199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4651199.000000 Penalty: 5213.291016
	Iteration 31F: 3 clusters Score -4651199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -1573893.875000 Penalty: 2334.230225
	Iteration 0F: 2 clusters Score -1573894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1564820.875000 Penalty: 4668.460449
	Iteration 0F: 3 clusters Score -1564821 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1567473.625000 Penalty: 4668.460449
	Iteration 1F: 3 clusters Score -1567474 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1567785.000000 Penalty: 4668.460449
	Iteration 2F: 3 clusters Score -1567785 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1567986.250000 Penalty: 4668.460449
	Iteration 3Q: 3 clusters Score -1567986 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1568157.375000 Penalty: 4668.460449
	Iteration 4Q: 3 clusters Score -1568157 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1568344.625000 Penalty: 4668.460449
	Iteration 5Q: 3 clusters Score -1568345 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1568552.375000 Penalty: 4668.460449
	Iteration 6Q: 3 clusters Score -1568552 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1568795.000000 Penalty: 4668.460449
	Iteration 7Q: 3 clusters Score -1568795 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1569052.250000 Penalty: 4668.460449
	Iteration 8Q: 3 clusters Score -1569052 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1569333.125000 Penalty: 4668.460449
	Iteration 9Q: 3 clusters Score -1569333 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1569722.875000 Penalty: 4668.460449
	Iteration 10Q: 3 clusters Score -1569723 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1570210.250000 Penalty: 4668.460449
	Iteration 11F: 3 clusters Score -1570210 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1570712.375000 Penalty: 4668.460449
	Iteration 12F: 3 clusters Score -1570712 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1571208.500000 Penalty: 4668.460449
	Iteration 13Q: 3 clusters Score -1571208 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1571634.375000 Penalty: 4668.460449
	Iteration 14Q: 3 clusters Score -1571634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1571941.875000 Penalty: 4668.460449
	Iteration 15Q: 3 clusters Score -1571942 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1572134.625000 Penalty: 4668.460449
	Iteration 16Q: 3 clusters Score -1572135 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1572251.125000 Penalty: 4668.460449
	Iteration 17Q: 3 clusters Score -1572251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1572315.625000 Penalty: 4668.460449
	Iteration 18Q: 3 clusters Score -1572316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1572359.875000 Penalty: 4668.460449
	Iteration 19Q: 3 clusters Score -1572360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1572393.875000 Penalty: 4668.460449
	Iteration 20F: 3 clusters Score -1572394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1572403.250000 Penalty: 4668.460449
	Iteration 21Q: 3 clusters Score -1572403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1572408.500000 Penalty: 4668.460449
	Iteration 22Q: 3 clusters Score -1572408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1572411.875000 Penalty: 4668.460449
	Iteration 23Q: 3 clusters Score -1572412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1572417.125000 Penalty: 4668.460449
	Iteration 24Q: 3 clusters Score -1572417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1572418.500000 Penalty: 4668.460449
	Iteration 25Q: 3 clusters Score -1572418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1572423.250000 Penalty: 4668.460449
	Iteration 26Q: 3 clusters Score -1572423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1572427.375000 Penalty: 4668.460449
	Iteration 27Q: 3 clusters Score -1572427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1572429.375000 Penalty: 4668.460449
	Iteration 28Q: 3 clusters Score -1572429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1572431.250000 Penalty: 4668.460449
	Iteration 29Q: 3 clusters Score -1572431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1572433.250000 Penalty: 4668.460449
	Iteration 30Q: 3 clusters Score -1572433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1572434.375000 Penalty: 4668.460449
	Iteration 31Q: 3 clusters Score -1572434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1572434.000000 Penalty: 4668.460449
	Iteration 32Q: 3 clusters Score -1572434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1572433.500000 Penalty: 4668.460449
	Iteration 33Q: 3 clusters Score -1572434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1572433.500000 Penalty: 4668.460449
	Iteration 34F: 3 clusters Score -1572434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167475 members 
Entering Unmasked Estep 
Score: -21648986.000000 Penalty: 2983.090088
	Iteration 0F: 2 clusters Score -2.164899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -21539318.000000 Penalty: 5966.180176
	Iteration 0F: 3 clusters Score -2.153932e+07 nChanged 80243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -21585676.000000 Penalty: 5966.180176
	Iteration 1F: 3 clusters Score -2.158568e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -21586712.000000 Penalty: 5966.180176
	Iteration 2Q: 3 clusters Score -2.158671e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -21588458.000000 Penalty: 5966.180176
	Iteration 3Q: 3 clusters Score -2.158846e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -21591902.000000 Penalty: 5966.180176
	Iteration 4Q: 3 clusters Score -2.15919e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -21597520.000000 Penalty: 5966.180176
	Iteration 5F: 3 clusters Score -2.159752e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 121444 members 
Entering Unmasked Estep 
Score: -21606166.000000 Penalty: 5966.180176
	Iteration 6F: 3 clusters Score -2.160617e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -21617436.000000 Penalty: 5966.180176
	Iteration 7F: 3 clusters Score -2.161744e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -21628674.000000 Penalty: 5966.180176
	Iteration 8F: 3 clusters Score -2.162867e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -21636182.000000 Penalty: 5966.180176
	Iteration 9F: 3 clusters Score -2.163618e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -21640556.000000 Penalty: 5966.180176
	Iteration 10Q: 3 clusters Score -2.164056e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -21643032.000000 Penalty: 5966.180176
	Iteration 11Q: 3 clusters Score -2.164303e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -21644392.000000 Penalty: 5966.180176
	Iteration 12Q: 3 clusters Score -2.164439e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -21645110.000000 Penalty: 5966.180176
	Iteration 13Q: 3 clusters Score -2.164511e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 165918 members 
Entering Unmasked Estep 
Score: -21645554.000000 Penalty: 5966.180176
	Iteration 14Q: 3 clusters Score -2.164555e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -21645830.000000 Penalty: 5966.180176
	Iteration 15Q: 3 clusters Score -2.164583e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -21646040.000000 Penalty: 5966.180176
	Iteration 16Q: 3 clusters Score -2.164604e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -21646136.000000 Penalty: 5966.180176
	Iteration 17Q: 3 clusters Score -2.164614e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -21646252.000000 Penalty: 5966.180176
	Iteration 18Q: 3 clusters Score -2.164625e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 166795 members 
Entering Unmasked Estep 
Score: -21646282.000000 Penalty: 5966.180176
	Iteration 19Q: 3 clusters Score -2.164628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -21646320.000000 Penalty: 5966.180176
	Iteration 20F: 3 clusters Score -2.164632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -21646348.000000 Penalty: 5966.180176
	Iteration 21Q: 3 clusters Score -2.164635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 166886 members 
Entering Unmasked Estep 
Score: -21646382.000000 Penalty: 5966.180176
	Iteration 22Q: 3 clusters Score -2.164638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 166902 members 
Entering Unmasked Estep 
Score: -21646396.000000 Penalty: 5966.180176
	Iteration 23Q: 3 clusters Score -2.16464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -21646402.000000 Penalty: 5966.180176
	Iteration 24Q: 3 clusters Score -2.16464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 166924 members 
Entering Unmasked Estep 
Score: -21646414.000000 Penalty: 5966.180176
	Iteration 25Q: 3 clusters Score -2.164641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -21646420.000000 Penalty: 5966.180176
	Iteration 26Q: 3 clusters Score -2.164642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -21646428.000000 Penalty: 5966.180176
	Iteration 27Q: 3 clusters Score -2.164643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -21646428.000000 Penalty: 5966.180176
	Iteration 28Q: 3 clusters Score -2.164643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -21646412.000000 Penalty: 5966.180176
	Iteration 29Q: 3 clusters Score -2.164641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 166952 members 
Entering Unmasked Estep 
Score: -21646410.000000 Penalty: 5966.180176
	Iteration 30Q: 3 clusters Score -2.164641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -21646428.000000 Penalty: 5966.180176
	Iteration 31Q: 3 clusters Score -2.164643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 166959 members 
Entering Unmasked Estep 
Score: -21646426.000000 Penalty: 5966.180176
	Iteration 32Q: 3 clusters Score -2.164643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -21646432.000000 Penalty: 5966.180176
	Iteration 33Q: 3 clusters Score -2.164643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -21646446.000000 Penalty: 5966.180176
	Iteration 34Q: 3 clusters Score -2.164645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -21646436.000000 Penalty: 5966.180176
	Iteration 35Q: 3 clusters Score -2.164644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -21646448.000000 Penalty: 5966.180176
	Iteration 36Q: 3 clusters Score -2.164645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -21646442.000000 Penalty: 5966.180176
	Iteration 37Q: 3 clusters Score -2.164644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -21646436.000000 Penalty: 5966.180176
	Iteration 38Q: 3 clusters Score -2.164644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -21646438.000000 Penalty: 5966.180176
	Iteration 39Q: 3 clusters Score -2.164644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -21646446.000000 Penalty: 5966.180176
	Iteration 40F: 3 clusters Score -2.164645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -21646456.000000 Penalty: 5966.180176
	Iteration 41Q: 3 clusters Score -2.164646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -21646456.000000 Penalty: 5966.180176
	Iteration 42F: 3 clusters Score -2.164646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Entering Unmasked Estep 
Score: -22630916.000000 Penalty: 2993.919189
	Iteration 0F: 2 clusters Score -2.263092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -22518148.000000 Penalty: 5987.838379
	Iteration 0F: 3 clusters Score -2.251815e+07 nChanged 83645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -22567382.000000 Penalty: 5987.838379
	Iteration 1F: 3 clusters Score -2.256738e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -22569334.000000 Penalty: 5987.838379
	Iteration 2Q: 3 clusters Score -2.256933e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -22572064.000000 Penalty: 5987.838379
	Iteration 3Q: 3 clusters Score -2.257206e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -22576074.000000 Penalty: 5987.838379
	Iteration 4Q: 3 clusters Score -2.257607e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -22581892.000000 Penalty: 5987.838379
	Iteration 5F: 3 clusters Score -2.258189e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -22589664.000000 Penalty: 5987.838379
	Iteration 6F: 3 clusters Score -2.258966e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129533 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -22598812.000000 Penalty: 5987.838379
	Iteration 7F: 3 clusters Score -2.259881e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139034 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -22607260.000000 Penalty: 5987.838379
	Iteration 8F: 3 clusters Score -2.260726e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -22613900.000000 Penalty: 5987.838379
	Iteration 9Q: 3 clusters Score -2.26139e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -22618764.000000 Penalty: 5987.838379
	Iteration 10Q: 3 clusters Score -2.261876e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -22621678.000000 Penalty: 5987.838379
	Iteration 11Q: 3 clusters Score -2.262168e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -22623838.000000 Penalty: 5987.838379
	Iteration 12Q: 3 clusters Score -2.262384e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -22625560.000000 Penalty: 5987.838379
	Iteration 13Q: 3 clusters Score -2.262556e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -22626736.000000 Penalty: 5987.838379
	Iteration 14Q: 3 clusters Score -2.262674e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169142 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -22627444.000000 Penalty: 5987.838379
	Iteration 15Q: 3 clusters Score -2.262744e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22627976.000000 Penalty: 5987.838379
	Iteration 16Q: 3 clusters Score -2.262798e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -22628268.000000 Penalty: 5987.838379
	Iteration 17Q: 3 clusters Score -2.262827e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22628460.000000 Penalty: 5987.838379
	Iteration 18Q: 3 clusters Score -2.262846e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -22628692.000000 Penalty: 5987.838379
	Iteration 19Q: 3 clusters Score -2.262869e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22628740.000000 Penalty: 5987.838379
	Iteration 20F: 3 clusters Score -2.262874e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22628852.000000 Penalty: 5987.838379
	Iteration 21Q: 3 clusters Score -2.262885e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22628908.000000 Penalty: 5987.838379
	Iteration 22Q: 3 clusters Score -2.262891e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173638 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22628980.000000 Penalty: 5987.838379
	Iteration 23Q: 3 clusters Score -2.262898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22628974.000000 Penalty: 5987.838379
	Iteration 24Q: 3 clusters Score -2.262897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22628996.000000 Penalty: 5987.838379
	Iteration 25Q: 3 clusters Score -2.2629e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22628976.000000 Penalty: 5987.838379
	Iteration 26Q: 3 clusters Score -2.262898e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22629006.000000 Penalty: 5987.838379
	Iteration 27Q: 3 clusters Score -2.262901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22629020.000000 Penalty: 5987.838379
	Iteration 28Q: 3 clusters Score -2.262902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22629006.000000 Penalty: 5987.838379
	Iteration 29Q: 3 clusters Score -2.262901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22629018.000000 Penalty: 5987.838379
	Iteration 30Q: 3 clusters Score -2.262902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22629052.000000 Penalty: 5987.838379
	Iteration 31Q: 3 clusters Score -2.262905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173952 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22629044.000000 Penalty: 5987.838379
	Iteration 32Q: 3 clusters Score -2.262904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173965 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -22629048.000000 Penalty: 5987.838379
	Iteration 33Q: 3 clusters Score -2.262905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -22629040.000000 Penalty: 5987.838379
	Iteration 34Q: 3 clusters Score -2.262904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22629048.000000 Penalty: 5987.838379
	Iteration 35Q: 3 clusters Score -2.262905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -22629054.000000 Penalty: 5987.838379
	Iteration 36Q: 3 clusters Score -2.262905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22629048.000000 Penalty: 5987.838379
	Iteration 37Q: 3 clusters Score -2.262905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22629044.000000 Penalty: 5987.838379
	Iteration 38Q: 3 clusters Score -2.262904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173994 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22629040.000000 Penalty: 5987.838379
	Iteration 39Q: 3 clusters Score -2.262904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -22629046.000000 Penalty: 5987.838379
	Iteration 40F: 3 clusters Score -2.262905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173997 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22629050.000000 Penalty: 5987.838379
	Iteration 41Q: 3 clusters Score -2.262905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22629052.000000 Penalty: 5987.838379
	Iteration 42Q: 3 clusters Score -2.262905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22629052.000000 Penalty: 5987.838379
	Iteration 43F: 3 clusters Score -2.262905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158882 members 
Entering Unmasked Estep 
Score: -20392174.000000 Penalty: 2970.027344
	Iteration 0F: 2 clusters Score -2.039217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -20286246.000000 Penalty: 5940.054688
	Iteration 0F: 3 clusters Score -2.028625e+07 nChanged 75905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -20330856.000000 Penalty: 5940.054688
	Iteration 1F: 3 clusters Score -2.033086e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -20332592.000000 Penalty: 5940.054688
	Iteration 2Q: 3 clusters Score -2.033259e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -20335030.000000 Penalty: 5940.054688
	Iteration 3Q: 3 clusters Score -2.033503e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -20338444.000000 Penalty: 5940.054688
	Iteration 4Q: 3 clusters Score -2.033844e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -20343378.000000 Penalty: 5940.054688
	Iteration 5F: 3 clusters Score -2.034338e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -20350234.000000 Penalty: 5940.054688
	Iteration 6F: 3 clusters Score -2.035023e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -20358960.000000 Penalty: 5940.054688
	Iteration 7F: 3 clusters Score -2.035896e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -20367022.000000 Penalty: 5940.054688
	Iteration 8F: 3 clusters Score -2.036702e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -20372098.000000 Penalty: 5940.054688
	Iteration 9F: 3 clusters Score -2.03721e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -20374650.000000 Penalty: 5940.054688
	Iteration 10Q: 3 clusters Score -2.037465e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -20375978.000000 Penalty: 5940.054688
	Iteration 11Q: 3 clusters Score -2.037598e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -20376968.000000 Penalty: 5940.054688
	Iteration 12Q: 3 clusters Score -2.037697e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -20377860.000000 Penalty: 5940.054688
	Iteration 13Q: 3 clusters Score -2.037786e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -20378864.000000 Penalty: 5940.054688
	Iteration 14Q: 3 clusters Score -2.037886e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -20379908.000000 Penalty: 5940.054688
	Iteration 15Q: 3 clusters Score -2.037991e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -20380938.000000 Penalty: 5940.054688
	Iteration 16Q: 3 clusters Score -2.038094e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -20382206.000000 Penalty: 5940.054688
	Iteration 17Q: 3 clusters Score -2.038221e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -20383550.000000 Penalty: 5940.054688
	Iteration 18Q: 3 clusters Score -2.038355e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -20384988.000000 Penalty: 5940.054688
	Iteration 19Q: 3 clusters Score -2.038499e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140955 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -20386388.000000 Penalty: 5940.054688
	Iteration 20F: 3 clusters Score -2.038639e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -20387452.000000 Penalty: 5940.054688
	Iteration 21Q: 3 clusters Score -2.038745e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -20388254.000000 Penalty: 5940.054688
	Iteration 22Q: 3 clusters Score -2.038825e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -20388916.000000 Penalty: 5940.054688
	Iteration 23Q: 3 clusters Score -2.038892e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143623 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -20389338.000000 Penalty: 5940.054688
	Iteration 24Q: 3 clusters Score -2.038934e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -20389726.000000 Penalty: 5940.054688
	Iteration 25Q: 3 clusters Score -2.038973e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -20389946.000000 Penalty: 5940.054688
	Iteration 26Q: 3 clusters Score -2.038995e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -20390046.000000 Penalty: 5940.054688
	Iteration 27Q: 3 clusters Score -2.039005e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -20390084.000000 Penalty: 5940.054688
	Iteration 28Q: 3 clusters Score -2.039008e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -20390144.000000 Penalty: 5940.054688
	Iteration 29Q: 3 clusters Score -2.039014e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -20390164.000000 Penalty: 5940.054688
	Iteration 30Q: 3 clusters Score -2.039016e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -20390190.000000 Penalty: 5940.054688
	Iteration 31Q: 3 clusters Score -2.039019e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145360 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -20390198.000000 Penalty: 5940.054688
	Iteration 32Q: 3 clusters Score -2.03902e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145471 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -20390234.000000 Penalty: 5940.054688
	Iteration 33Q: 3 clusters Score -2.039023e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -20390226.000000 Penalty: 5940.054688
	Iteration 34Q: 3 clusters Score -2.039023e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -20390250.000000 Penalty: 5940.054688
	Iteration 35Q: 3 clusters Score -2.039025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -20390288.000000 Penalty: 5940.054688
	Iteration 36Q: 3 clusters Score -2.039029e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -20390310.000000 Penalty: 5940.054688
	Iteration 37Q: 3 clusters Score -2.039031e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -20390288.000000 Penalty: 5940.054688
	Iteration 38Q: 3 clusters Score -2.039029e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145987 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -20390268.000000 Penalty: 5940.054688
	Iteration 39Q: 3 clusters Score -2.039027e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -20390260.000000 Penalty: 5940.054688
	Iteration 40F: 3 clusters Score -2.039026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146124 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -20390290.000000 Penalty: 5940.054688
	Iteration 41Q: 3 clusters Score -2.039029e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146190 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -20390310.000000 Penalty: 5940.054688
	Iteration 42Q: 3 clusters Score -2.039031e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146239 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -20390314.000000 Penalty: 5940.054688
	Iteration 43Q: 3 clusters Score -2.039031e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146283 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -20390360.000000 Penalty: 5940.054688
	Iteration 44Q: 3 clusters Score -2.039036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146328 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -20390348.000000 Penalty: 5940.054688
	Iteration 45Q: 3 clusters Score -2.039035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146368 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -20390364.000000 Penalty: 5940.054688
	Iteration 46Q: 3 clusters Score -2.039036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146401 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -20390338.000000 Penalty: 5940.054688
	Iteration 47Q: 3 clusters Score -2.039034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -20390326.000000 Penalty: 5940.054688
	Iteration 48Q: 3 clusters Score -2.039033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -20390318.000000 Penalty: 5940.054688
	Iteration 49Q: 3 clusters Score -2.039032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146523 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -20390300.000000 Penalty: 5940.054688
	Iteration 50Q: 3 clusters Score -2.03903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146573 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -20390320.000000 Penalty: 5940.054688
	Iteration 51Q: 3 clusters Score -2.039032e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -20390328.000000 Penalty: 5940.054688
	Iteration 52Q: 3 clusters Score -2.039033e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -20390308.000000 Penalty: 5940.054688
	Iteration 53Q: 3 clusters Score -2.039031e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146751 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -20390348.000000 Penalty: 5940.054688
	Iteration 54Q: 3 clusters Score -2.039035e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -20390354.000000 Penalty: 5940.054688
	Iteration 55Q: 3 clusters Score -2.039035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -20390350.000000 Penalty: 5940.054688
	Iteration 56Q: 3 clusters Score -2.039035e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146936 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -20390366.000000 Penalty: 5940.054688
	Iteration 57Q: 3 clusters Score -2.039037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -20390338.000000 Penalty: 5940.054688
	Iteration 58Q: 3 clusters Score -2.039034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -20390344.000000 Penalty: 5940.054688
	Iteration 59Q: 3 clusters Score -2.039034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -20390368.000000 Penalty: 5940.054688
	Iteration 60F: 3 clusters Score -2.039037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -20390368.000000 Penalty: 5940.054688
	Iteration 61Q: 3 clusters Score -2.039037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5940.054688
	Iteration 62Q: 3 clusters Score -2.039039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -20390398.000000 Penalty: 5940.054688
	Iteration 63Q: 3 clusters Score -2.03904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 64Q: 3 clusters Score -2.039038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5940.054688
	Iteration 65Q: 3 clusters Score -2.039039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -20390380.000000 Penalty: 5940.054688
	Iteration 66Q: 3 clusters Score -2.039038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -20390394.000000 Penalty: 5940.054688
	Iteration 67Q: 3 clusters Score -2.039039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147278 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5940.054688
	Iteration 68Q: 3 clusters Score -2.039038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147296 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -20390394.000000 Penalty: 5940.054688
	Iteration 69Q: 3 clusters Score -2.039039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -20390390.000000 Penalty: 5940.054688
	Iteration 70Q: 3 clusters Score -2.039039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147318 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 71Q: 3 clusters Score -2.039038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -20390380.000000 Penalty: 5940.054688
	Iteration 72Q: 3 clusters Score -2.039038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -20390376.000000 Penalty: 5940.054688
	Iteration 73Q: 3 clusters Score -2.039038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 74Q: 3 clusters Score -2.039038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5940.054688
	Iteration 75Q: 3 clusters Score -2.039039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5940.054688
	Iteration 76Q: 3 clusters Score -2.039039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5940.054688
	Iteration 77Q: 3 clusters Score -2.039039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5940.054688
	Iteration 78Q: 3 clusters Score -2.039039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5940.054688
	Iteration 79Q: 3 clusters Score -2.039038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5940.054688
	Iteration 80F: 3 clusters Score -2.039039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147384 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5940.054688
	Iteration 81Q: 3 clusters Score -2.039038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147387 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -20390378.000000 Penalty: 5940.054688
	Iteration 82Q: 3 clusters Score -2.039038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147389 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 83Q: 3 clusters Score -2.039038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5940.054688
	Iteration 84Q: 3 clusters Score -2.039039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 85Q: 3 clusters Score -2.039038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -20390378.000000 Penalty: 5940.054688
	Iteration 86Q: 3 clusters Score -2.039038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147408 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -20390396.000000 Penalty: 5940.054688
	Iteration 87Q: 3 clusters Score -2.03904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -20390382.000000 Penalty: 5940.054688
	Iteration 88Q: 3 clusters Score -2.039038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -20390398.000000 Penalty: 5940.054688
	Iteration 89Q: 3 clusters Score -2.03904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -20390392.000000 Penalty: 5940.054688
	Iteration 90Q: 3 clusters Score -2.039039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -20390402.000000 Penalty: 5940.054688
	Iteration 91Q: 3 clusters Score -2.03904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -20390404.000000 Penalty: 5940.054688
	Iteration 92Q: 3 clusters Score -2.03904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -20390412.000000 Penalty: 5940.054688
	Iteration 93Q: 3 clusters Score -2.039041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -20390402.000000 Penalty: 5940.054688
	Iteration 94Q: 3 clusters Score -2.03904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -20390402.000000 Penalty: 5940.054688
	Iteration 95Q: 3 clusters Score -2.03904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -20390404.000000 Penalty: 5940.054688
	Iteration 96Q: 3 clusters Score -2.03904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147454 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -20390396.000000 Penalty: 5940.054688
	Iteration 97Q: 3 clusters Score -2.03904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147458 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -20390398.000000 Penalty: 5940.054688
	Iteration 98Q: 3 clusters Score -2.03904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -20390406.000000 Penalty: 5940.054688
	Iteration 99Q: 3 clusters Score -2.039041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -20390394.000000 Penalty: 5940.054688
	Iteration 100F: 3 clusters Score -2.039039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (189852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189852 members 
Entering Unmasked Estep 
Score: -24308476.000000 Penalty: 3014.192139
	Iteration 0F: 2 clusters Score -2.430848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -24183134.000000 Penalty: 6028.384277
	Iteration 0F: 3 clusters Score -2.418313e+07 nChanged 91313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -24236268.000000 Penalty: 6028.384277
	Iteration 1F: 3 clusters Score -2.423627e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -24237182.000000 Penalty: 6028.384277
	Iteration 2Q: 3 clusters Score -2.423718e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -24238092.000000 Penalty: 6028.384277
	Iteration 3Q: 3 clusters Score -2.423809e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -24239210.000000 Penalty: 6028.384277
	Iteration 4Q: 3 clusters Score -2.423921e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -24240936.000000 Penalty: 6028.384277
	Iteration 5Q: 3 clusters Score -2.424094e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -24244214.000000 Penalty: 6028.384277
	Iteration 6Q: 3 clusters Score -2.424421e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -24250292.000000 Penalty: 6028.384277
	Iteration 7F: 3 clusters Score -2.425029e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -24260792.000000 Penalty: 6028.384277
	Iteration 8F: 3 clusters Score -2.426079e+07 nChanged 16634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -24275950.000000 Penalty: 6028.384277
	Iteration 9F: 3 clusters Score -2.427595e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170354 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -24290214.000000 Penalty: 6028.384277
	Iteration 10F: 3 clusters Score -2.429021e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -24298654.000000 Penalty: 6028.384277
	Iteration 11Q: 3 clusters Score -2.429865e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -24302512.000000 Penalty: 6028.384277
	Iteration 12Q: 3 clusters Score -2.430251e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185481 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -24303940.000000 Penalty: 6028.384277
	Iteration 13Q: 3 clusters Score -2.430394e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24304760.000000 Penalty: 6028.384277
	Iteration 14Q: 3 clusters Score -2.430476e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -24305210.000000 Penalty: 6028.384277
	Iteration 15Q: 3 clusters Score -2.430521e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188014 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24305482.000000 Penalty: 6028.384277
	Iteration 16Q: 3 clusters Score -2.430548e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188359 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24305640.000000 Penalty: 6028.384277
	Iteration 17Q: 3 clusters Score -2.430564e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188602 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -24305742.000000 Penalty: 6028.384277
	Iteration 18Q: 3 clusters Score -2.430574e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188784 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -24305820.000000 Penalty: 6028.384277
	Iteration 19Q: 3 clusters Score -2.430582e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188910 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24305854.000000 Penalty: 6028.384277
	Iteration 20F: 3 clusters Score -2.430585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -24305898.000000 Penalty: 6028.384277
	Iteration 21Q: 3 clusters Score -2.43059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189048 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -24305912.000000 Penalty: 6028.384277
	Iteration 22Q: 3 clusters Score -2.430591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24305954.000000 Penalty: 6028.384277
	Iteration 23Q: 3 clusters Score -2.430595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -24305952.000000 Penalty: 6028.384277
	Iteration 24Q: 3 clusters Score -2.430595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -24305958.000000 Penalty: 6028.384277
	Iteration 25Q: 3 clusters Score -2.430596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189143 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -24305958.000000 Penalty: 6028.384277
	Iteration 26Q: 3 clusters Score -2.430596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -24305996.000000 Penalty: 6028.384277
	Iteration 27Q: 3 clusters Score -2.4306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -24305978.000000 Penalty: 6028.384277
	Iteration 28Q: 3 clusters Score -2.430598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -24305974.000000 Penalty: 6028.384277
	Iteration 29Q: 3 clusters Score -2.430597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189190 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -24305974.000000 Penalty: 6028.384277
	Iteration 30Q: 3 clusters Score -2.430597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -24305982.000000 Penalty: 6028.384277
	Iteration 31Q: 3 clusters Score -2.430598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -24305974.000000 Penalty: 6028.384277
	Iteration 32Q: 3 clusters Score -2.430597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -24305970.000000 Penalty: 6028.384277
	Iteration 33Q: 3 clusters Score -2.430597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -24305976.000000 Penalty: 6028.384277
	Iteration 34Q: 3 clusters Score -2.430598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -24305974.000000 Penalty: 6028.384277
	Iteration 35Q: 3 clusters Score -2.430597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -24305984.000000 Penalty: 6028.384277
	Iteration 36Q: 3 clusters Score -2.430598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189221 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -24305982.000000 Penalty: 6028.384277
	Iteration 37Q: 3 clusters Score -2.430598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -24305976.000000 Penalty: 6028.384277
	Iteration 38Q: 3 clusters Score -2.430598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -24305974.000000 Penalty: 6028.384277
	Iteration 39Q: 3 clusters Score -2.430597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -24305980.000000 Penalty: 6028.384277
	Iteration 40F: 3 clusters Score -2.430598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189236 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24305984.000000 Penalty: 6028.384277
	Iteration 41Q: 3 clusters Score -2.430598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -24305990.000000 Penalty: 6028.384277
	Iteration 42Q: 3 clusters Score -2.430599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189251 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -24306034.000000 Penalty: 6028.384277
	Iteration 43Q: 3 clusters Score -2.430603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -24306044.000000 Penalty: 6028.384277
	Iteration 44Q: 3 clusters Score -2.430604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189273 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -24306030.000000 Penalty: 6028.384277
	Iteration 45Q: 3 clusters Score -2.430603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -24306040.000000 Penalty: 6028.384277
	Iteration 46Q: 3 clusters Score -2.430604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189286 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -24306056.000000 Penalty: 6028.384277
	Iteration 47Q: 3 clusters Score -2.430606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189290 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -24306076.000000 Penalty: 6028.384277
	Iteration 48Q: 3 clusters Score -2.430608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189296 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24306076.000000 Penalty: 6028.384277
	Iteration 49Q: 3 clusters Score -2.430608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24306064.000000 Penalty: 6028.384277
	Iteration 50Q: 3 clusters Score -2.430606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189309 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -24306074.000000 Penalty: 6028.384277
	Iteration 51Q: 3 clusters Score -2.430607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189319 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24306082.000000 Penalty: 6028.384277
	Iteration 52Q: 3 clusters Score -2.430608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189323 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24306092.000000 Penalty: 6028.384277
	Iteration 53Q: 3 clusters Score -2.430609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24306094.000000 Penalty: 6028.384277
	Iteration 54Q: 3 clusters Score -2.430609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -24306086.000000 Penalty: 6028.384277
	Iteration 55Q: 3 clusters Score -2.430609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -24306100.000000 Penalty: 6028.384277
	Iteration 56Q: 3 clusters Score -2.43061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24306080.000000 Penalty: 6028.384277
	Iteration 57Q: 3 clusters Score -2.430608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24306082.000000 Penalty: 6028.384277
	Iteration 58Q: 3 clusters Score -2.430608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -24306082.000000 Penalty: 6028.384277
	Iteration 59F: 3 clusters Score -2.430608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168281 members 
Entering Unmasked Estep 
Score: -21805728.000000 Penalty: 2984.280762
	Iteration 0F: 2 clusters Score -2.180573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -21694306.000000 Penalty: 5968.561523
	Iteration 0F: 3 clusters Score -2.169431e+07 nChanged 80548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -21741358.000000 Penalty: 5968.561523
	Iteration 1F: 3 clusters Score -2.174136e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -21742406.000000 Penalty: 5968.561523
	Iteration 2Q: 3 clusters Score -2.174241e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -21743854.000000 Penalty: 5968.561523
	Iteration 3Q: 3 clusters Score -2.174385e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -21745902.000000 Penalty: 5968.561523
	Iteration 4Q: 3 clusters Score -2.17459e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -21748796.000000 Penalty: 5968.561523
	Iteration 5Q: 3 clusters Score -2.17488e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -21753308.000000 Penalty: 5968.561523
	Iteration 6Q: 3 clusters Score -2.175331e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -21759932.000000 Penalty: 5968.561523
	Iteration 7F: 3 clusters Score -2.175993e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -21768918.000000 Penalty: 5968.561523
	Iteration 8F: 3 clusters Score -2.176892e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -21777190.000000 Penalty: 5968.561523
	Iteration 9F: 3 clusters Score -2.177719e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -21781534.000000 Penalty: 5968.561523
	Iteration 10F: 3 clusters Score -2.178153e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -21783108.000000 Penalty: 5968.561523
	Iteration 11Q: 3 clusters Score -2.178311e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -21784072.000000 Penalty: 5968.561523
	Iteration 12Q: 3 clusters Score -2.178407e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -21784680.000000 Penalty: 5968.561523
	Iteration 13Q: 3 clusters Score -2.178468e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -21785566.000000 Penalty: 5968.561523
	Iteration 14Q: 3 clusters Score -2.178557e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -21786206.000000 Penalty: 5968.561523
	Iteration 15Q: 3 clusters Score -2.178621e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -21787150.000000 Penalty: 5968.561523
	Iteration 16Q: 3 clusters Score -2.178715e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -21787946.000000 Penalty: 5968.561523
	Iteration 17Q: 3 clusters Score -2.178795e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -21788802.000000 Penalty: 5968.561523
	Iteration 18Q: 3 clusters Score -2.17888e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -21789488.000000 Penalty: 5968.561523
	Iteration 19Q: 3 clusters Score -2.178949e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -21790156.000000 Penalty: 5968.561523
	Iteration 20F: 3 clusters Score -2.179016e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -21790886.000000 Penalty: 5968.561523
	Iteration 21Q: 3 clusters Score -2.179089e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -21791464.000000 Penalty: 5968.561523
	Iteration 22Q: 3 clusters Score -2.179146e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116733 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -21791990.000000 Penalty: 5968.561523
	Iteration 23Q: 3 clusters Score -2.179199e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -21792544.000000 Penalty: 5968.561523
	Iteration 24Q: 3 clusters Score -2.179254e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120177 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -21792910.000000 Penalty: 5968.561523
	Iteration 25Q: 3 clusters Score -2.179291e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -21793256.000000 Penalty: 5968.561523
	Iteration 26Q: 3 clusters Score -2.179326e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -21793710.000000 Penalty: 5968.561523
	Iteration 27Q: 3 clusters Score -2.179371e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -21794158.000000 Penalty: 5968.561523
	Iteration 28Q: 3 clusters Score -2.179416e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -21794578.000000 Penalty: 5968.561523
	Iteration 29Q: 3 clusters Score -2.179458e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -21794890.000000 Penalty: 5968.561523
	Iteration 30Q: 3 clusters Score -2.179489e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130617 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -21795224.000000 Penalty: 5968.561523
	Iteration 31Q: 3 clusters Score -2.179522e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -21795650.000000 Penalty: 5968.561523
	Iteration 32Q: 3 clusters Score -2.179565e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -21796084.000000 Penalty: 5968.561523
	Iteration 33Q: 3 clusters Score -2.179608e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -21796470.000000 Penalty: 5968.561523
	Iteration 34Q: 3 clusters Score -2.179647e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -21796990.000000 Penalty: 5968.561523
	Iteration 35Q: 3 clusters Score -2.179699e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -21797382.000000 Penalty: 5968.561523
	Iteration 36Q: 3 clusters Score -2.179738e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -21797808.000000 Penalty: 5968.561523
	Iteration 37Q: 3 clusters Score -2.179781e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -21798168.000000 Penalty: 5968.561523
	Iteration 38Q: 3 clusters Score -2.179817e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -21798482.000000 Penalty: 5968.561523
	Iteration 39Q: 3 clusters Score -2.179848e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145011 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -21798872.000000 Penalty: 5968.561523
	Iteration 40F: 3 clusters Score -2.179887e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146398 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -21799270.000000 Penalty: 5968.561523
	Iteration 41Q: 3 clusters Score -2.179927e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -21799732.000000 Penalty: 5968.561523
	Iteration 42Q: 3 clusters Score -2.179973e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -21800006.000000 Penalty: 5968.561523
	Iteration 43Q: 3 clusters Score -2.180001e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -21800340.000000 Penalty: 5968.561523
	Iteration 44Q: 3 clusters Score -2.180034e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -21800730.000000 Penalty: 5968.561523
	Iteration 45Q: 3 clusters Score -2.180073e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -21801042.000000 Penalty: 5968.561523
	Iteration 46Q: 3 clusters Score -2.180104e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -21801302.000000 Penalty: 5968.561523
	Iteration 47Q: 3 clusters Score -2.18013e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -21801566.000000 Penalty: 5968.561523
	Iteration 48Q: 3 clusters Score -2.180157e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -21801852.000000 Penalty: 5968.561523
	Iteration 49Q: 3 clusters Score -2.180185e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -21802080.000000 Penalty: 5968.561523
	Iteration 50Q: 3 clusters Score -2.180208e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -21802240.000000 Penalty: 5968.561523
	Iteration 51Q: 3 clusters Score -2.180224e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159284 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -21802444.000000 Penalty: 5968.561523
	Iteration 52Q: 3 clusters Score -2.180244e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -21802634.000000 Penalty: 5968.561523
	Iteration 53Q: 3 clusters Score -2.180263e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -21802756.000000 Penalty: 5968.561523
	Iteration 54Q: 3 clusters Score -2.180276e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -21802946.000000 Penalty: 5968.561523
	Iteration 55Q: 3 clusters Score -2.180295e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162089 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -21803052.000000 Penalty: 5968.561523
	Iteration 56Q: 3 clusters Score -2.180305e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -21803174.000000 Penalty: 5968.561523
	Iteration 57Q: 3 clusters Score -2.180317e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -21803236.000000 Penalty: 5968.561523
	Iteration 58Q: 3 clusters Score -2.180324e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -21803242.000000 Penalty: 5968.561523
	Iteration 59Q: 3 clusters Score -2.180324e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -21803370.000000 Penalty: 5968.561523
	Iteration 60F: 3 clusters Score -2.180337e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21803488.000000 Penalty: 5968.561523
	Iteration 61Q: 3 clusters Score -2.180349e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21803560.000000 Penalty: 5968.561523
	Iteration 62Q: 3 clusters Score -2.180356e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -21803638.000000 Penalty: 5968.561523
	Iteration 63Q: 3 clusters Score -2.180364e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -21803630.000000 Penalty: 5968.561523
	Iteration 64Q: 3 clusters Score -2.180363e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21803624.000000 Penalty: 5968.561523
	Iteration 65Q: 3 clusters Score -2.180362e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -21803606.000000 Penalty: 5968.561523
	Iteration 66Q: 3 clusters Score -2.180361e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21803648.000000 Penalty: 5968.561523
	Iteration 67Q: 3 clusters Score -2.180365e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -21803664.000000 Penalty: 5968.561523
	Iteration 68Q: 3 clusters Score -2.180366e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165825 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -21803704.000000 Penalty: 5968.561523
	Iteration 69Q: 3 clusters Score -2.18037e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165914 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21803682.000000 Penalty: 5968.561523
	Iteration 70Q: 3 clusters Score -2.180368e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165987 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -21803692.000000 Penalty: 5968.561523
	Iteration 71Q: 3 clusters Score -2.180369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21803694.000000 Penalty: 5968.561523
	Iteration 72Q: 3 clusters Score -2.180369e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21803698.000000 Penalty: 5968.561523
	Iteration 73Q: 3 clusters Score -2.18037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -21803680.000000 Penalty: 5968.561523
	Iteration 74Q: 3 clusters Score -2.180368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21803686.000000 Penalty: 5968.561523
	Iteration 75Q: 3 clusters Score -2.180369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21803712.000000 Penalty: 5968.561523
	Iteration 76Q: 3 clusters Score -2.180371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21803754.000000 Penalty: 5968.561523
	Iteration 77Q: 3 clusters Score -2.180375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21803768.000000 Penalty: 5968.561523
	Iteration 78Q: 3 clusters Score -2.180377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21803760.000000 Penalty: 5968.561523
	Iteration 79Q: 3 clusters Score -2.180376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21803756.000000 Penalty: 5968.561523
	Iteration 80F: 3 clusters Score -2.180376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21803764.000000 Penalty: 5968.561523
	Iteration 81Q: 3 clusters Score -2.180376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21803770.000000 Penalty: 5968.561523
	Iteration 82Q: 3 clusters Score -2.180377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21803788.000000 Penalty: 5968.561523
	Iteration 83Q: 3 clusters Score -2.180379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21803764.000000 Penalty: 5968.561523
	Iteration 84Q: 3 clusters Score -2.180376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21803758.000000 Penalty: 5968.561523
	Iteration 85Q: 3 clusters Score -2.180376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21803784.000000 Penalty: 5968.561523
	Iteration 86Q: 3 clusters Score -2.180378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21803804.000000 Penalty: 5968.561523
	Iteration 87Q: 3 clusters Score -2.18038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21803814.000000 Penalty: 5968.561523
	Iteration 88Q: 3 clusters Score -2.180381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21803816.000000 Penalty: 5968.561523
	Iteration 89Q: 3 clusters Score -2.180382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21803808.000000 Penalty: 5968.561523
	Iteration 90Q: 3 clusters Score -2.180381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21803790.000000 Penalty: 5968.561523
	Iteration 91Q: 3 clusters Score -2.180379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21803786.000000 Penalty: 5968.561523
	Iteration 92Q: 3 clusters Score -2.180379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -21803770.000000 Penalty: 5968.561523
	Iteration 93Q: 3 clusters Score -2.180377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21803794.000000 Penalty: 5968.561523
	Iteration 94Q: 3 clusters Score -2.180379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21803780.000000 Penalty: 5968.561523
	Iteration 95Q: 3 clusters Score -2.180378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21803786.000000 Penalty: 5968.561523
	Iteration 96Q: 3 clusters Score -2.180379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -21803784.000000 Penalty: 5968.561523
	Iteration 97Q: 3 clusters Score -2.180378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -21803780.000000 Penalty: 5968.561523
	Iteration 98Q: 3 clusters Score -2.180378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21803798.000000 Penalty: 5968.561523
	Iteration 99Q: 3 clusters Score -2.18038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21803808.000000 Penalty: 5968.561523
	Iteration 100F: 3 clusters Score -2.180381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -21803784.000000 Penalty: 5968.561523
	Iteration 101Q: 3 clusters Score -2.180378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21803790.000000 Penalty: 5968.561523
	Iteration 102Q: 3 clusters Score -2.180379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21803798.000000 Penalty: 5968.561523
	Iteration 103Q: 3 clusters Score -2.18038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166758 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21803788.000000 Penalty: 5968.561523
	Iteration 104Q: 3 clusters Score -2.180379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21803780.000000 Penalty: 5968.561523
	Iteration 105Q: 3 clusters Score -2.180378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21803768.000000 Penalty: 5968.561523
	Iteration 106Q: 3 clusters Score -2.180377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21803774.000000 Penalty: 5968.561523
	Iteration 107Q: 3 clusters Score -2.180377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21803772.000000 Penalty: 5968.561523
	Iteration 108Q: 3 clusters Score -2.180377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21803798.000000 Penalty: 5968.561523
	Iteration 109Q: 3 clusters Score -2.18038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -21803796.000000 Penalty: 5968.561523
	Iteration 110Q: 3 clusters Score -2.18038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21803838.000000 Penalty: 5968.561523
	Iteration 111Q: 3 clusters Score -2.180384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -21803836.000000 Penalty: 5968.561523
	Iteration 112Q: 3 clusters Score -2.180384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21803834.000000 Penalty: 5968.561523
	Iteration 113Q: 3 clusters Score -2.180383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21803838.000000 Penalty: 5968.561523
	Iteration 114Q: 3 clusters Score -2.180384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -21803828.000000 Penalty: 5968.561523
	Iteration 115Q: 3 clusters Score -2.180383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21803848.000000 Penalty: 5968.561523
	Iteration 116Q: 3 clusters Score -2.180385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21803840.000000 Penalty: 5968.561523
	Iteration 117Q: 3 clusters Score -2.180384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21803810.000000 Penalty: 5968.561523
	Iteration 118Q: 3 clusters Score -2.180381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166945 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21803826.000000 Penalty: 5968.561523
	Iteration 119Q: 3 clusters Score -2.180383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21803826.000000 Penalty: 5968.561523
	Iteration 120F: 3 clusters Score -2.180383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21803828.000000 Penalty: 5968.561523
	Iteration 121Q: 3 clusters Score -2.180383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21803832.000000 Penalty: 5968.561523
	Iteration 122Q: 3 clusters Score -2.180383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21803810.000000 Penalty: 5968.561523
	Iteration 123Q: 3 clusters Score -2.180381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21803810.000000 Penalty: 5968.561523
	Iteration 124Q: 3 clusters Score -2.180381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21803802.000000 Penalty: 5968.561523
	Iteration 125Q: 3 clusters Score -2.18038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21803806.000000 Penalty: 5968.561523
	Iteration 126Q: 3 clusters Score -2.180381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21803808.000000 Penalty: 5968.561523
	Iteration 127Q: 3 clusters Score -2.180381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21803820.000000 Penalty: 5968.561523
	Iteration 128Q: 3 clusters Score -2.180382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21803810.000000 Penalty: 5968.561523
	Iteration 129Q: 3 clusters Score -2.180381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21803816.000000 Penalty: 5968.561523
	Iteration 130Q: 3 clusters Score -2.180382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21803820.000000 Penalty: 5968.561523
	Iteration 131Q: 3 clusters Score -2.180382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21803826.000000 Penalty: 5968.561523
	Iteration 132Q: 3 clusters Score -2.180383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21803820.000000 Penalty: 5968.561523
	Iteration 133Q: 3 clusters Score -2.180382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21803828.000000 Penalty: 5968.561523
	Iteration 134Q: 3 clusters Score -2.180383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21803814.000000 Penalty: 5968.561523
	Iteration 135Q: 3 clusters Score -2.180381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21803814.000000 Penalty: 5968.561523
	Iteration 136Q: 3 clusters Score -2.180381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21803814.000000 Penalty: 5968.561523
	Iteration 137F: 3 clusters Score -2.180381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Entering Unmasked Estep 
Score: -22014958.000000 Penalty: 2988.166016
	Iteration 0F: 2 clusters Score -2.201496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -21902430.000000 Penalty: 5976.332031
	Iteration 0F: 3 clusters Score -2.190243e+07 nChanged 81878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -21950740.000000 Penalty: 5976.332031
	Iteration 1F: 3 clusters Score -2.195074e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -21952304.000000 Penalty: 5976.332031
	Iteration 2Q: 3 clusters Score -2.19523e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -21954688.000000 Penalty: 5976.332031
	Iteration 3Q: 3 clusters Score -2.195469e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -21958762.000000 Penalty: 5976.332031
	Iteration 4Q: 3 clusters Score -2.195876e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -21965262.000000 Penalty: 5976.332031
	Iteration 5F: 3 clusters Score -2.196526e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -21974782.000000 Penalty: 5976.332031
	Iteration 6F: 3 clusters Score -2.197478e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -21985998.000000 Penalty: 5976.332031
	Iteration 7F: 3 clusters Score -2.1986e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 143682 members 
Entering Unmasked Estep 
Score: -21995530.000000 Penalty: 5976.332031
	Iteration 8F: 3 clusters Score -2.199553e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -22002380.000000 Penalty: 5976.332031
	Iteration 9Q: 3 clusters Score -2.200238e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -22006270.000000 Penalty: 5976.332031
	Iteration 10Q: 3 clusters Score -2.200627e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -22008824.000000 Penalty: 5976.332031
	Iteration 11Q: 3 clusters Score -2.200882e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -22010222.000000 Penalty: 5976.332031
	Iteration 12Q: 3 clusters Score -2.201022e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -22011156.000000 Penalty: 5976.332031
	Iteration 13Q: 3 clusters Score -2.201116e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -22011706.000000 Penalty: 5976.332031
	Iteration 14Q: 3 clusters Score -2.201171e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -22012146.000000 Penalty: 5976.332031
	Iteration 15Q: 3 clusters Score -2.201215e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -22012440.000000 Penalty: 5976.332031
	Iteration 16Q: 3 clusters Score -2.201244e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -22012750.000000 Penalty: 5976.332031
	Iteration 17Q: 3 clusters Score -2.201275e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -22012986.000000 Penalty: 5976.332031
	Iteration 18Q: 3 clusters Score -2.201299e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -22013156.000000 Penalty: 5976.332031
	Iteration 19Q: 3 clusters Score -2.201316e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -22013322.000000 Penalty: 5976.332031
	Iteration 20F: 3 clusters Score -2.201332e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -22013458.000000 Penalty: 5976.332031
	Iteration 21Q: 3 clusters Score -2.201346e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -22013514.000000 Penalty: 5976.332031
	Iteration 22Q: 3 clusters Score -2.201351e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -22013562.000000 Penalty: 5976.332031
	Iteration 23Q: 3 clusters Score -2.201356e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 167647 members 
Entering Unmasked Estep 
Score: -22013616.000000 Penalty: 5976.332031
	Iteration 24Q: 3 clusters Score -2.201362e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 167691 members 
Entering Unmasked Estep 
Score: -22013680.000000 Penalty: 5976.332031
	Iteration 25Q: 3 clusters Score -2.201368e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 167728 members 
Entering Unmasked Estep 
Score: -22013708.000000 Penalty: 5976.332031
	Iteration 26Q: 3 clusters Score -2.201371e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 167759 members 
Entering Unmasked Estep 
Score: -22013726.000000 Penalty: 5976.332031
	Iteration 27Q: 3 clusters Score -2.201373e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 167763 members 
Entering Unmasked Estep 
Score: -22013730.000000 Penalty: 5976.332031
	Iteration 28Q: 3 clusters Score -2.201373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 167775 members 
Entering Unmasked Estep 
Score: -22013748.000000 Penalty: 5976.332031
	Iteration 29Q: 3 clusters Score -2.201375e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 167779 members 
Entering Unmasked Estep 
Score: -22013776.000000 Penalty: 5976.332031
	Iteration 30Q: 3 clusters Score -2.201378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 167785 members 
Entering Unmasked Estep 
Score: -22013804.000000 Penalty: 5976.332031
	Iteration 31Q: 3 clusters Score -2.20138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -22013796.000000 Penalty: 5976.332031
	Iteration 32Q: 3 clusters Score -2.20138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 167802 members 
Entering Unmasked Estep 
Score: -22013794.000000 Penalty: 5976.332031
	Iteration 33Q: 3 clusters Score -2.201379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -22013786.000000 Penalty: 5976.332031
	Iteration 34Q: 3 clusters Score -2.201379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 167818 members 
Entering Unmasked Estep 
Score: -22013810.000000 Penalty: 5976.332031
	Iteration 35Q: 3 clusters Score -2.201381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 167827 members 
Entering Unmasked Estep 
Score: -22013816.000000 Penalty: 5976.332031
	Iteration 36Q: 3 clusters Score -2.201382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 167832 members 
Entering Unmasked Estep 
Score: -22013844.000000 Penalty: 5976.332031
	Iteration 37Q: 3 clusters Score -2.201384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -22013826.000000 Penalty: 5976.332031
	Iteration 38Q: 3 clusters Score -2.201383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 167837 members 
Entering Unmasked Estep 
Score: -22013840.000000 Penalty: 5976.332031
	Iteration 39Q: 3 clusters Score -2.201384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -22013844.000000 Penalty: 5976.332031
	Iteration 40F: 3 clusters Score -2.201384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 167844 members 
Entering Unmasked Estep 
Score: -22013832.000000 Penalty: 5976.332031
	Iteration 41Q: 3 clusters Score -2.201383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -22013824.000000 Penalty: 5976.332031
	Iteration 42Q: 3 clusters Score -2.201382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -22013852.000000 Penalty: 5976.332031
	Iteration 43Q: 3 clusters Score -2.201385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -22013848.000000 Penalty: 5976.332031
	Iteration 44Q: 3 clusters Score -2.201385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -22013848.000000 Penalty: 5976.332031
	Iteration 45Q: 3 clusters Score -2.201385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -22013854.000000 Penalty: 5976.332031
	Iteration 46Q: 3 clusters Score -2.201385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -22013854.000000 Penalty: 5976.332031
	Iteration 47Q: 3 clusters Score -2.201385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -22013848.000000 Penalty: 5976.332031
	Iteration 48Q: 3 clusters Score -2.201385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -22013864.000000 Penalty: 5976.332031
	Iteration 49Q: 3 clusters Score -2.201386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -22013864.000000 Penalty: 5976.332031
	Iteration 50Q: 3 clusters Score -2.201386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -22013846.000000 Penalty: 5976.332031
	Iteration 51Q: 3 clusters Score -2.201385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -22013858.000000 Penalty: 5976.332031
	Iteration 52Q: 3 clusters Score -2.201386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -22013876.000000 Penalty: 5976.332031
	Iteration 53Q: 3 clusters Score -2.201388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -22013878.000000 Penalty: 5976.332031
	Iteration 54Q: 3 clusters Score -2.201388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -22013870.000000 Penalty: 5976.332031
	Iteration 55Q: 3 clusters Score -2.201387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -22013878.000000 Penalty: 5976.332031
	Iteration 56Q: 3 clusters Score -2.201388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 167953 members 
Entering Unmasked Estep 
Score: -22013868.000000 Penalty: 5976.332031
	Iteration 57Q: 3 clusters Score -2.201387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 167953 members 
Entering Unmasked Estep 
Score: -22013862.000000 Penalty: 5976.332031
	Iteration 58Q: 3 clusters Score -2.201386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -22013878.000000 Penalty: 5976.332031
	Iteration 59Q: 3 clusters Score -2.201388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -22013874.000000 Penalty: 5976.332031
	Iteration 60F: 3 clusters Score -2.201387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -22013868.000000 Penalty: 5976.332031
	Iteration 61Q: 3 clusters Score -2.201387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -22013868.000000 Penalty: 5976.332031
	Iteration 62Q: 3 clusters Score -2.201387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -22013870.000000 Penalty: 5976.332031
	Iteration 63Q: 3 clusters Score -2.201387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -22013870.000000 Penalty: 5976.332031
	Iteration 64F: 3 clusters Score -2.201387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171300 members 
Entering Unmasked Estep 
Score: -22294624.000000 Penalty: 2988.690430
	Iteration 0F: 2 clusters Score -2.229462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -22182496.000000 Penalty: 5977.380859
	Iteration 0F: 3 clusters Score -2.21825e+07 nChanged 82382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -22230638.000000 Penalty: 5977.380859
	Iteration 1F: 3 clusters Score -2.223064e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -22231468.000000 Penalty: 5977.380859
	Iteration 2Q: 3 clusters Score -2.223147e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -22232368.000000 Penalty: 5977.380859
	Iteration 3Q: 3 clusters Score -2.223237e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -22233704.000000 Penalty: 5977.380859
	Iteration 4Q: 3 clusters Score -2.22337e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -22236026.000000 Penalty: 5977.380859
	Iteration 5Q: 3 clusters Score -2.223603e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -22239814.000000 Penalty: 5977.380859
	Iteration 6Q: 3 clusters Score -2.223981e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -22246914.000000 Penalty: 5977.380859
	Iteration 7F: 3 clusters Score -2.224691e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -22257356.000000 Penalty: 5977.380859
	Iteration 8F: 3 clusters Score -2.225736e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -22270212.000000 Penalty: 5977.380859
	Iteration 9F: 3 clusters Score -2.227021e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -22281530.000000 Penalty: 5977.380859
	Iteration 10F: 3 clusters Score -2.228153e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -22288354.000000 Penalty: 5977.380859
	Iteration 11Q: 3 clusters Score -2.228835e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 168897 members 
Entering Unmasked Estep 
Score: -22290772.000000 Penalty: 5977.380859
	Iteration 12Q: 3 clusters Score -2.229077e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -22291442.000000 Penalty: 5977.380859
	Iteration 13Q: 3 clusters Score -2.229144e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -22291816.000000 Penalty: 5977.380859
	Iteration 14Q: 3 clusters Score -2.229182e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -22291900.000000 Penalty: 5977.380859
	Iteration 15Q: 3 clusters Score -2.22919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -22291958.000000 Penalty: 5977.380859
	Iteration 16Q: 3 clusters Score -2.229196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -22292054.000000 Penalty: 5977.380859
	Iteration 17Q: 3 clusters Score -2.229205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -22292064.000000 Penalty: 5977.380859
	Iteration 18Q: 3 clusters Score -2.229206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -22292076.000000 Penalty: 5977.380859
	Iteration 19Q: 3 clusters Score -2.229208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -22292086.000000 Penalty: 5977.380859
	Iteration 20F: 3 clusters Score -2.229209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 171048 members 
Entering Unmasked Estep 
Score: -22292086.000000 Penalty: 5977.380859
	Iteration 21Q: 3 clusters Score -2.229209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171055 members 
Entering Unmasked Estep 
Score: -22292094.000000 Penalty: 5977.380859
	Iteration 22Q: 3 clusters Score -2.229209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -22292100.000000 Penalty: 5977.380859
	Iteration 23Q: 3 clusters Score -2.22921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -22292100.000000 Penalty: 5977.380859
	Iteration 24F: 3 clusters Score -2.22921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -96120.828125 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -96120.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94280.117188 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -94280.12 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94674.781250 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -94674.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94922.835938 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -94922.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -95214.031250 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -95214.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95619.000000 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -95619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96080.445312 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -96080.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96318.039062 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -96318.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96408.359375 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -96408.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96443.453125 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -96443.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96480.351562 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -96480.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96535.468750 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -96535.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96626.812500 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -96626.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96713.406250 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -96713.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96850.265625 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -96850.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97023.554688 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -97023.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97288.835938 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -97288.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97367.812500 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -97367.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97419.890625 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -97419.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97480.390625 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -97480.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97501.359375 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -97501.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97509.039062 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -97509.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97513.492188 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -97513.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97513.492188 Penalty: 3376.187500
	Iteration 22F: 3 clusters Score -97513.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 12237 members 
Mstep: Class 8 contains 167475 members 
Mstep: Class 9 contains 174950 members 
Mstep: Class 10 contains 158882 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 189852 members 
Mstep: Class 13 contains 168281 members 
Mstep: Class 16 contains 170938 members 
Mstep: Class 17 contains 171300 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
Score: -166435456.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166435936.000000 to -166435456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (33551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Entering Unmasked Estep 
Score: -4129495.000000 Penalty: 2584.363770
	Iteration 0F: 2 clusters Score -4129495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4106755.750000 Penalty: 5168.727539
	Iteration 0F: 3 clusters Score -4106756 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4115376.500000 Penalty: 5168.727539
	Iteration 1F: 3 clusters Score -4115376 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4116356.000000 Penalty: 5168.727539
	Iteration 2F: 3 clusters Score -4116356 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4117399.500000 Penalty: 5168.727539
	Iteration 3F: 3 clusters Score -4117400 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4118531.250000 Penalty: 5168.727539
	Iteration 4F: 3 clusters Score -4118531 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4119947.500000 Penalty: 5168.727539
	Iteration 5F: 3 clusters Score -4119948 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4121744.500000 Penalty: 5168.727539
	Iteration 6F: 3 clusters Score -4121744 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4123760.750000 Penalty: 5168.727539
	Iteration 7F: 3 clusters Score -4123761 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4125771.500000 Penalty: 5168.727539
	Iteration 8F: 3 clusters Score -4125772 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4127346.500000 Penalty: 5168.727539
	Iteration 9F: 3 clusters Score -4127346 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4128334.000000 Penalty: 5168.727539
	Iteration 10Q: 3 clusters Score -4128334 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4128799.250000 Penalty: 5168.727539
	Iteration 11Q: 3 clusters Score -4128799 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4129038.750000 Penalty: 5168.727539
	Iteration 12Q: 3 clusters Score -4129039 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4129119.500000 Penalty: 5168.727539
	Iteration 13Q: 3 clusters Score -4129120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4129185.750000 Penalty: 5168.727539
	Iteration 14Q: 3 clusters Score -4129186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4129209.500000 Penalty: 5168.727539
	Iteration 15Q: 3 clusters Score -4129210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4129224.750000 Penalty: 5168.727539
	Iteration 16Q: 3 clusters Score -4129225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4129238.750000 Penalty: 5168.727539
	Iteration 17Q: 3 clusters Score -4129239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4129241.750000 Penalty: 5168.727539
	Iteration 18Q: 3 clusters Score -4129242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4129252.500000 Penalty: 5168.727539
	Iteration 19Q: 3 clusters Score -4129252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4129247.500000 Penalty: 5168.727539
	Iteration 20F: 3 clusters Score -4129248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4129252.000000 Penalty: 5168.727539
	Iteration 21Q: 3 clusters Score -4129252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4129255.500000 Penalty: 5168.727539
	Iteration 22Q: 3 clusters Score -4129256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4129260.000000 Penalty: 5168.727539
	Iteration 23Q: 3 clusters Score -4129260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4129261.500000 Penalty: 5168.727539
	Iteration 24Q: 3 clusters Score -4129262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4129263.750000 Penalty: 5168.727539
	Iteration 25Q: 3 clusters Score -4129264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4129273.250000 Penalty: 5168.727539
	Iteration 26Q: 3 clusters Score -4129273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4129266.750000 Penalty: 5168.727539
	Iteration 27Q: 3 clusters Score -4129267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4129267.250000 Penalty: 5168.727539
	Iteration 28Q: 3 clusters Score -4129267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4129267.250000 Penalty: 5168.727539
	Iteration 29Q: 3 clusters Score -4129267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4129265.500000 Penalty: 5168.727539
	Iteration 30Q: 3 clusters Score -4129266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4129265.500000 Penalty: 5168.727539
	Iteration 31Q: 3 clusters Score -4129266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4129272.000000 Penalty: 5168.727539
	Iteration 32Q: 3 clusters Score -4129272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4129273.000000 Penalty: 5168.727539
	Iteration 33Q: 3 clusters Score -4129273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4129265.250000 Penalty: 5168.727539
	Iteration 34Q: 3 clusters Score -4129265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4129270.000000 Penalty: 5168.727539
	Iteration 35Q: 3 clusters Score -4129270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4129267.500000 Penalty: 5168.727539
	Iteration 36Q: 3 clusters Score -4129268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4129267.000000 Penalty: 5168.727539
	Iteration 37Q: 3 clusters Score -4129267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4129267.000000 Penalty: 5168.727539
	Iteration 38F: 3 clusters Score -4129267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -183469.265625 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -183469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181163.687500 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -181163.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -181839.593750 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -181839.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182320.015625 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -182320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182793.421875 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -182793.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -183142.984375 Penalty: 3649.347900
	Iteration 4F: 3 clusters Score -183143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -183431.140625 Penalty: 3649.347900
	Iteration 5F: 3 clusters Score -183431.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -183533.625000 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -183533.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183591.765625 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -183591.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183631.781250 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -183631.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183673.765625 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -183673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -183707.453125 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -183707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183725.796875 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -183725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183742.500000 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -183742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183754.296875 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -183754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183759.281250 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -183759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183764.015625 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -183764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183765.671875 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -183765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183766.281250 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -183766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183767.375000 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -183767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183768.421875 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -183768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183769.125000 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -183769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 12237 members 
Mstep: Class 8 contains 167475 members 
Mstep: Class 9 contains 174950 members 
Mstep: Class 10 contains 158882 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 189852 members 
Mstep: Class 13 contains 168281 members 
Mstep: Class 16 contains 170938 members 
Mstep: Class 17 contains 171300 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 771 members 
Entering Unmasked Estep 
Score: -166434400.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166435936.000000 to -166434400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 12237 members 
Mstep: Class 8 contains 167475 members 
Mstep: Class 9 contains 174950 members 
Mstep: Class 10 contains 158882 members 
Mstep: Class 12 contains 189852 members 
Mstep: Class 13 contains 168281 members 
Mstep: Class 16 contains 170938 members 
Mstep: Class 17 contains 171300 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436000.000000 Penalty: 59405.718750
Iteration 239Q: 18 clusters Score -1.66436e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12159 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 36744 members 
Mstep: Class 7 contains 12224 members 
Mstep: Class 8 contains 167424 members 
Mstep: Class 9 contains 175015 members 
Mstep: Class 10 contains 158753 members 
Mstep: Class 12 contains 189932 members 
Mstep: Class 13 contains 168235 members 
Mstep: Class 16 contains 171013 members 
Mstep: Class 17 contains 171270 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33529 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435952.000000 Penalty: 59405.718750
Iteration 240F: 18 clusters Score -1.66436e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 36779 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 167370 members 
Mstep: Class 9 contains 175054 members 
Mstep: Class 10 contains 158648 members 
Mstep: Class 12 contains 190025 members 
Mstep: Class 13 contains 168204 members 
Mstep: Class 16 contains 171053 members 
Mstep: Class 17 contains 171249 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33518 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436128.000000 Penalty: 59405.718750
Iteration 241Q: 18 clusters Score -1.664361e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 12228 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 36803 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 167322 members 
Mstep: Class 9 contains 175083 members 
Mstep: Class 10 contains 158562 members 
Mstep: Class 12 contains 190133 members 
Mstep: Class 13 contains 168187 members 
Mstep: Class 16 contains 171049 members 
Mstep: Class 17 contains 171220 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33513 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435952.000000 Penalty: 59405.718750
Iteration 242Q: 18 clusters Score -1.66436e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11274 members 
Mstep: Class 6 contains 36829 members 
Mstep: Class 7 contains 12191 members 
Mstep: Class 8 contains 167278 members 
Mstep: Class 9 contains 175115 members 
Mstep: Class 10 contains 158435 members 
Mstep: Class 12 contains 190245 members 
Mstep: Class 13 contains 168208 members 
Mstep: Class 16 contains 171046 members 
Mstep: Class 17 contains 171189 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166435936.000000 Penalty: 59405.718750
Iteration 243Q: 18 clusters Score -1.664359e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11269 members 
Mstep: Class 6 contains 36848 members 
Mstep: Class 7 contains 12180 members 
Mstep: Class 8 contains 167240 members 
Mstep: Class 9 contains 175080 members 
Mstep: Class 10 contains 158318 members 
Mstep: Class 12 contains 190355 members 
Mstep: Class 13 contains 168236 members 
Mstep: Class 16 contains 171094 members 
Mstep: Class 17 contains 171161 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33497 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436160.000000 Penalty: 59405.718750
Iteration 244Q: 18 clusters Score -1.664362e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 12321 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11262 members 
Mstep: Class 6 contains 36863 members 
Mstep: Class 7 contains 12170 members 
Mstep: Class 8 contains 167196 members 
Mstep: Class 9 contains 175033 members 
Mstep: Class 10 contains 158207 members 
Mstep: Class 12 contains 190450 members 
Mstep: Class 13 contains 168257 members 
Mstep: Class 16 contains 171158 members 
Mstep: Class 17 contains 171167 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33490 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436432.000000 Penalty: 59405.718750
Iteration 245Q: 18 clusters Score -1.664364e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 36882 members 
Mstep: Class 7 contains 12159 members 
Mstep: Class 8 contains 167160 members 
Mstep: Class 9 contains 174923 members 
Mstep: Class 10 contains 158104 members 
Mstep: Class 12 contains 190558 members 
Mstep: Class 13 contains 168304 members 
Mstep: Class 16 contains 171209 members 
Mstep: Class 17 contains 171173 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33486 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436544.000000 Penalty: 59405.718750
Iteration 246Q: 18 clusters Score -1.664365e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11255 members 
Mstep: Class 6 contains 36895 members 
Mstep: Class 7 contains 12154 members 
Mstep: Class 8 contains 167115 members 
Mstep: Class 9 contains 174826 members 
Mstep: Class 10 contains 158016 members 
Mstep: Class 12 contains 190660 members 
Mstep: Class 13 contains 168323 members 
Mstep: Class 16 contains 171295 members 
Mstep: Class 17 contains 171157 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33481 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
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Score: -166436640.000000 Penalty: 59405.718750
Iteration 247Q: 18 clusters Score -1.664366e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11245 members 
Mstep: Class 6 contains 36917 members 
Mstep: Class 7 contains 12150 members 
Mstep: Class 8 contains 167075 members 
Mstep: Class 9 contains 174721 members 
Mstep: Class 10 contains 157932 members 
Mstep: Class 12 contains 190735 members 
Mstep: Class 13 contains 168363 members 
Mstep: Class 16 contains 171368 members 
Mstep: Class 17 contains 171155 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33475 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436560.000000 Penalty: 59405.718750
Iteration 248Q: 18 clusters Score -1.664366e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11234 members 
Mstep: Class 6 contains 36932 members 
Mstep: Class 7 contains 12139 members 
Mstep: Class 8 contains 167043 members 
Mstep: Class 9 contains 174634 members 
Mstep: Class 10 contains 157911 members 
Mstep: Class 12 contains 190838 members 
Mstep: Class 13 contains 168381 members 
Mstep: Class 16 contains 171403 members 
Mstep: Class 17 contains 171126 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33466 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
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Score: -166436384.000000 Penalty: 59405.718750
Iteration 249Q: 18 clusters Score -1.664364e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 12511 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11230 members 
Mstep: Class 6 contains 36940 members 
Mstep: Class 7 contains 12125 members 
Mstep: Class 8 contains 167013 members 
Mstep: Class 9 contains 174540 members 
Mstep: Class 10 contains 157862 members 
Mstep: Class 12 contains 190916 members 
Mstep: Class 13 contains 168396 members 
Mstep: Class 16 contains 171471 members 
Mstep: Class 17 contains 171106 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33462 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
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Score: -166436448.000000 Penalty: 59405.718750
Iteration 250Q: 18 clusters Score -1.664364e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 12543 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11220 members 
Mstep: Class 6 contains 36954 members 
Mstep: Class 7 contains 12112 members 
Mstep: Class 8 contains 166999 members 
Mstep: Class 9 contains 174481 members 
Mstep: Class 10 contains 157814 members 
Mstep: Class 12 contains 190982 members 
Mstep: Class 13 contains 168379 members 
Mstep: Class 16 contains 171541 members 
Mstep: Class 17 contains 171081 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33465 members 
Mstep: Class 20 contains 1570 members 
Entering Unmasked Estep 
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Iteration 251Q: 18 clusters Score -1.664364e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11212 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 166993 members 
Mstep: Class 9 contains 174437 members 
Mstep: Class 10 contains 157832 members 
Mstep: Class 12 contains 191008 members 
Mstep: Class 13 contains 168358 members 
Mstep: Class 16 contains 171585 members 
Mstep: Class 17 contains 171036 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33462 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
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Iteration 252Q: 18 clusters Score -1.664367e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 36992 members 
Mstep: Class 7 contains 12090 members 
Mstep: Class 8 contains 166973 members 
Mstep: Class 9 contains 174478 members 
Mstep: Class 10 contains 157820 members 
Mstep: Class 12 contains 191034 members 
Mstep: Class 13 contains 168360 members 
Mstep: Class 16 contains 171578 members 
Mstep: Class 17 contains 170982 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33445 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
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Iteration 253Q: 18 clusters Score -1.664367e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11209 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 12080 members 
Mstep: Class 8 contains 166949 members 
Mstep: Class 9 contains 174472 members 
Mstep: Class 10 contains 157804 members 
Mstep: Class 12 contains 191062 members 
Mstep: Class 13 contains 168348 members 
Mstep: Class 16 contains 171596 members 
Mstep: Class 17 contains 170971 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33436 members 
Mstep: Class 20 contains 1568 members 
Entering Unmasked Estep 
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Iteration 254Q: 18 clusters Score -1.664366e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 12701 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 12077 members 
Mstep: Class 8 contains 166937 members 
Mstep: Class 9 contains 174483 members 
Mstep: Class 10 contains 157769 members 
Mstep: Class 12 contains 191094 members 
Mstep: Class 13 contains 168329 members 
Mstep: Class 16 contains 171591 members 
Mstep: Class 17 contains 170940 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33428 members 
Mstep: Class 20 contains 1569 members 
Entering Unmasked Estep 
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Iteration 255Q: 18 clusters Score -1.664367e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 12747 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11199 members 
Mstep: Class 6 contains 37029 members 
Mstep: Class 7 contains 12075 members 
Mstep: Class 8 contains 166920 members 
Mstep: Class 9 contains 174516 members 
Mstep: Class 10 contains 157762 members 
Mstep: Class 12 contains 191104 members 
Mstep: Class 13 contains 168286 members 
Mstep: Class 16 contains 171577 members 
Mstep: Class 17 contains 170924 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 33430 members 
Mstep: Class 20 contains 1571 members 
Entering Unmasked Estep 
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Score: -166436736.000000 Penalty: 59405.718750
Iteration 256Q: 18 clusters Score -1.664367e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12783 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 37047 members 
Mstep: Class 7 contains 12068 members 
Mstep: Class 8 contains 166909 members 
Mstep: Class 9 contains 174493 members 
Mstep: Class 10 contains 157793 members 
Mstep: Class 12 contains 191132 members 
Mstep: Class 13 contains 168268 members 
Mstep: Class 16 contains 171569 members 
Mstep: Class 17 contains 170882 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 33421 members 
Mstep: Class 20 contains 1573 members 
Entering Unmasked Estep 
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Iteration 257Q: 18 clusters Score -1.664366e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12806 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 37066 members 
Mstep: Class 7 contains 12061 members 
Mstep: Class 8 contains 166905 members 
Mstep: Class 9 contains 174429 members 
Mstep: Class 10 contains 157811 members 
Mstep: Class 12 contains 191161 members 
Mstep: Class 13 contains 168266 members 
Mstep: Class 16 contains 171575 members 
Mstep: Class 17 contains 170864 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 33410 members 
Mstep: Class 20 contains 1581 members 
Entering Unmasked Estep 
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Iteration 258Q: 18 clusters Score -1.664366e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12829 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11207 members 
Mstep: Class 6 contains 37084 members 
Mstep: Class 7 contains 12049 members 
Mstep: Class 8 contains 166902 members 
Mstep: Class 9 contains 174416 members 
Mstep: Class 10 contains 157822 members 
Mstep: Class 12 contains 191177 members 
Mstep: Class 13 contains 168264 members 
Mstep: Class 16 contains 171578 members 
Mstep: Class 17 contains 170828 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33400 members 
Mstep: Class 20 contains 1585 members 
Entering Unmasked Estep 
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Iteration 259Q: 18 clusters Score -1.664368e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11206 members 
Mstep: Class 6 contains 37104 members 
Mstep: Class 7 contains 12037 members 
Mstep: Class 8 contains 166898 members 
Mstep: Class 9 contains 174382 members 
Mstep: Class 10 contains 157853 members 
Mstep: Class 12 contains 191219 members 
Mstep: Class 13 contains 168267 members 
Mstep: Class 16 contains 171557 members 
Mstep: Class 17 contains 170791 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33389 members 
Mstep: Class 20 contains 1587 members 
Entering Unmasked Estep 
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Iteration 260F: 18 clusters Score -1.664368e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 12875 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 37115 members 
Mstep: Class 7 contains 12022 members 
Mstep: Class 8 contains 166900 members 
Mstep: Class 9 contains 174334 members 
Mstep: Class 10 contains 157867 members 
Mstep: Class 12 contains 191291 members 
Mstep: Class 13 contains 168242 members 
Mstep: Class 16 contains 171579 members 
Mstep: Class 17 contains 170757 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 1588 members 
Entering Unmasked Estep 
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Iteration 261Q: 18 clusters Score -1.664366e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 12899 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 37134 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 166880 members 
Mstep: Class 9 contains 174305 members 
Mstep: Class 10 contains 157877 members 
Mstep: Class 12 contains 191362 members 
Mstep: Class 13 contains 168184 members 
Mstep: Class 16 contains 171610 members 
Mstep: Class 17 contains 170743 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33352 members 
Mstep: Class 20 contains 1588 members 
Entering Unmasked Estep 
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Iteration 262Q: 18 clusters Score -1.664367e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 12003 members 
Mstep: Class 8 contains 166861 members 
Mstep: Class 9 contains 174251 members 
Mstep: Class 10 contains 157853 members 
Mstep: Class 12 contains 191430 members 
Mstep: Class 13 contains 168136 members 
Mstep: Class 16 contains 171656 members 
Mstep: Class 17 contains 170754 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33337 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 263Q: 18 clusters Score -1.664369e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 12967 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11186 members 
Mstep: Class 6 contains 37162 members 
Mstep: Class 7 contains 11996 members 
Mstep: Class 8 contains 166839 members 
Mstep: Class 9 contains 174135 members 
Mstep: Class 10 contains 157852 members 
Mstep: Class 12 contains 191501 members 
Mstep: Class 13 contains 168114 members 
Mstep: Class 16 contains 171723 members 
Mstep: Class 17 contains 170744 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33332 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 264Q: 18 clusters Score -1.664368e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 13004 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11188 members 
Mstep: Class 6 contains 37173 members 
Mstep: Class 7 contains 11985 members 
Mstep: Class 8 contains 166813 members 
Mstep: Class 9 contains 174034 members 
Mstep: Class 10 contains 157871 members 
Mstep: Class 12 contains 191578 members 
Mstep: Class 13 contains 168091 members 
Mstep: Class 16 contains 171741 members 
Mstep: Class 17 contains 170749 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33322 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 265Q: 18 clusters Score -1.664369e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 13044 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11181 members 
Mstep: Class 6 contains 37185 members 
Mstep: Class 7 contains 11973 members 
Mstep: Class 8 contains 166800 members 
Mstep: Class 9 contains 173904 members 
Mstep: Class 10 contains 157920 members 
Mstep: Class 12 contains 191681 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 16 contains 171737 members 
Mstep: Class 17 contains 170750 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33307 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 266Q: 18 clusters Score -1.664367e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 13086 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 37194 members 
Mstep: Class 7 contains 11960 members 
Mstep: Class 8 contains 166789 members 
Mstep: Class 9 contains 173806 members 
Mstep: Class 10 contains 157948 members 
Mstep: Class 12 contains 191772 members 
Mstep: Class 13 contains 168056 members 
Mstep: Class 16 contains 171722 members 
Mstep: Class 17 contains 170748 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33296 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 267Q: 18 clusters Score -1.664367e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 13121 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 37211 members 
Mstep: Class 7 contains 11960 members 
Mstep: Class 8 contains 166768 members 
Mstep: Class 9 contains 173703 members 
Mstep: Class 10 contains 158011 members 
Mstep: Class 12 contains 191836 members 
Mstep: Class 13 contains 168045 members 
Mstep: Class 16 contains 171725 members 
Mstep: Class 17 contains 170726 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33282 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 268Q: 18 clusters Score -1.664368e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 13154 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 37223 members 
Mstep: Class 7 contains 11952 members 
Mstep: Class 8 contains 166761 members 
Mstep: Class 9 contains 173611 members 
Mstep: Class 10 contains 158115 members 
Mstep: Class 12 contains 191887 members 
Mstep: Class 13 contains 168001 members 
Mstep: Class 16 contains 171693 members 
Mstep: Class 17 contains 170717 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33278 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 269Q: 18 clusters Score -1.664367e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 13184 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11149 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 11949 members 
Mstep: Class 8 contains 166738 members 
Mstep: Class 9 contains 173494 members 
Mstep: Class 10 contains 158225 members 
Mstep: Class 12 contains 191955 members 
Mstep: Class 13 contains 167935 members 
Mstep: Class 16 contains 171680 members 
Mstep: Class 17 contains 170727 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33272 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
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Iteration 270Q: 18 clusters Score -1.664367e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 13212 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11152 members 
Mstep: Class 6 contains 37253 members 
Mstep: Class 7 contains 11943 members 
Mstep: Class 8 contains 166728 members 
Mstep: Class 9 contains 173298 members 
Mstep: Class 10 contains 158349 members 
Mstep: Class 12 contains 192024 members 
Mstep: Class 13 contains 167897 members 
Mstep: Class 16 contains 171710 members 
Mstep: Class 17 contains 170721 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33261 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
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Iteration 271Q: 18 clusters Score -1.664369e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 13235 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 166717 members 
Mstep: Class 9 contains 173138 members 
Mstep: Class 10 contains 158480 members 
Mstep: Class 12 contains 192089 members 
Mstep: Class 13 contains 167858 members 
Mstep: Class 16 contains 171687 members 
Mstep: Class 17 contains 170726 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33260 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
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Iteration 272Q: 18 clusters Score -1.664372e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 13261 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 37280 members 
Mstep: Class 7 contains 11933 members 
Mstep: Class 8 contains 166701 members 
Mstep: Class 9 contains 172976 members 
Mstep: Class 10 contains 158600 members 
Mstep: Class 12 contains 192154 members 
Mstep: Class 13 contains 167831 members 
Mstep: Class 16 contains 171665 members 
Mstep: Class 17 contains 170743 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33255 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
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Iteration 273Q: 18 clusters Score -1.664372e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 13296 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11139 members 
Mstep: Class 6 contains 37285 members 
Mstep: Class 7 contains 11924 members 
Mstep: Class 8 contains 166702 members 
Mstep: Class 9 contains 172879 members 
Mstep: Class 10 contains 158702 members 
Mstep: Class 12 contains 192186 members 
Mstep: Class 13 contains 167797 members 
Mstep: Class 16 contains 171647 members 
Mstep: Class 17 contains 170740 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33249 members 
Mstep: Class 20 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 59405.718750
Iteration 274Q: 18 clusters Score -1.664375e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11135 members 
Mstep: Class 6 contains 37291 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 166709 members 
Mstep: Class 9 contains 172831 members 
Mstep: Class 10 contains 158817 members 
Mstep: Class 12 contains 192209 members 
Mstep: Class 13 contains 167724 members 
Mstep: Class 16 contains 171618 members 
Mstep: Class 17 contains 170714 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 59405.718750
Iteration 275Q: 18 clusters Score -1.664375e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 37291 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 166706 members 
Mstep: Class 9 contains 172821 members 
Mstep: Class 10 contains 158915 members 
Mstep: Class 12 contains 192224 members 
Mstep: Class 13 contains 167647 members 
Mstep: Class 16 contains 171611 members 
Mstep: Class 17 contains 170694 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33244 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437696.000000 Penalty: 59405.718750
Iteration 276Q: 18 clusters Score -1.664377e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 13382 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11129 members 
Mstep: Class 6 contains 37294 members 
Mstep: Class 7 contains 11902 members 
Mstep: Class 8 contains 166690 members 
Mstep: Class 9 contains 172741 members 
Mstep: Class 10 contains 159028 members 
Mstep: Class 12 contains 192244 members 
Mstep: Class 13 contains 167583 members 
Mstep: Class 16 contains 171623 members 
Mstep: Class 17 contains 170679 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33244 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437888.000000 Penalty: 59405.718750
Iteration 277Q: 18 clusters Score -1.664379e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11127 members 
Mstep: Class 6 contains 37297 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 166673 members 
Mstep: Class 9 contains 172703 members 
Mstep: Class 10 contains 159094 members 
Mstep: Class 12 contains 192265 members 
Mstep: Class 13 contains 167529 members 
Mstep: Class 16 contains 171643 members 
Mstep: Class 17 contains 170656 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33242 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438032.000000 Penalty: 59405.718750
Iteration 278Q: 18 clusters Score -1.66438e+08 nChanged 1163
Entering ConstructFrom: 
Score: -166438032.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71372.039062 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -71372.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69772.171875 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -69772.17 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70283.078125 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -70283.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70566.070312 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -70566.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70751.226562 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -70751.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70872.796875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -70872.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70966.742188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -70966.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71099.507812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -71099.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71160.265625 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -71160.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71168.718750 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -71168.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71179.382812 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -71179.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71202.093750 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -71202.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71206.414062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -71206.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71211.875000 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -71211.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71214.726562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -71214.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71216.523438 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -71216.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71216.523438 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -71216.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -564263.187500 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -564263.2 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 2236 members 
Entering Unmasked Estep 
Score: -560074.562500 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -560074.6 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -561096.062500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -561096.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -561303.250000 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -561303.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -561420.562500 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -561420.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -561487.250000 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -561487.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -561525.937500 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -561525.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -561546.375000 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -561546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -561559.500000 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -561559.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -561574.187500 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -561574.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -561590.312500 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -561590.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -561608.062500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -561608.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -561617.937500 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -561617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -561629.000000 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -561629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -561638.500000 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -561638.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -561650.312500 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -561650.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -561658.937500 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -561658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -561667.062500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -561667.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -561674.125000 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -561674.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -561684.625000 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -561684.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -561693.812500 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -561693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -561701.500000 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -561701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -561707.875000 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -561707.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -561711.937500 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -561711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -561721.125000 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -561721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -561725.187500 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -561725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -561731.125000 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -561731.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -561737.625000 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -561737.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -561743.500000 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -561743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -561750.125000 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -561750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -561757.937500 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -561757.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -561765.437500 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -561765.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -561779.812500 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -561779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -561793.812500 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -561793.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -561806.562500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -561806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -561819.125000 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -561819.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -561831.062500 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -561831.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -561843.312500 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -561843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -561854.937500 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -561854.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -561868.312500 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -561868.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -561877.312500 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -561877.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -561888.500000 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -561888.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -561902.312500 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -561902.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -561913.125000 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -561913.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -561923.375000 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -561923.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -561930.000000 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -561930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -561935.687500 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -561935.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -561943.062500 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -561943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -561949.187500 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -561949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -561956.687500 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -561956.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -561965.937500 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -561965.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -561974.875000 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -561974.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -561986.500000 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -561986.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -561994.187500 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -561994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -561999.500000 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -561999.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -562005.375000 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -562005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -562007.687500 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -562007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -562012.437500 Penalty: 4171.055176
	Iteration 56Q: 3 clusters Score -562012.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -562015.937500 Penalty: 4171.055176
	Iteration 57Q: 3 clusters Score -562015.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -562019.750000 Penalty: 4171.055176
	Iteration 58Q: 3 clusters Score -562019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -562023.187500 Penalty: 4171.055176
	Iteration 59Q: 3 clusters Score -562023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -562027.437500 Penalty: 4171.055176
	Iteration 60F: 3 clusters Score -562027.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -562035.062500 Penalty: 4171.055176
	Iteration 61Q: 3 clusters Score -562035.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -562044.625000 Penalty: 4171.055176
	Iteration 62Q: 3 clusters Score -562044.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -562054.187500 Penalty: 4171.055176
	Iteration 63Q: 3 clusters Score -562054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -562061.375000 Penalty: 4171.055176
	Iteration 64Q: 3 clusters Score -562061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -562070.375000 Penalty: 4171.055176
	Iteration 65Q: 3 clusters Score -562070.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -562081.437500 Penalty: 4171.055176
	Iteration 66Q: 3 clusters Score -562081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -562100.250000 Penalty: 4171.055176
	Iteration 67Q: 3 clusters Score -562100.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562120.312500 Penalty: 4171.055176
	Iteration 68Q: 3 clusters Score -562120.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -562147.312500 Penalty: 4171.055176
	Iteration 69Q: 3 clusters Score -562147.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -562176.250000 Penalty: 4171.055176
	Iteration 70Q: 3 clusters Score -562176.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -562204.312500 Penalty: 4171.055176
	Iteration 71Q: 3 clusters Score -562204.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -562228.000000 Penalty: 4171.055176
	Iteration 72Q: 3 clusters Score -562228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -562242.000000 Penalty: 4171.055176
	Iteration 73Q: 3 clusters Score -562242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -562259.187500 Penalty: 4171.055176
	Iteration 74Q: 3 clusters Score -562259.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -562277.000000 Penalty: 4171.055176
	Iteration 75Q: 3 clusters Score -562277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -562289.062500 Penalty: 4171.055176
	Iteration 76Q: 3 clusters Score -562289.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -562300.375000 Penalty: 4171.055176
	Iteration 77Q: 3 clusters Score -562300.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -562308.812500 Penalty: 4171.055176
	Iteration 78Q: 3 clusters Score -562308.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -562315.562500 Penalty: 4171.055176
	Iteration 79Q: 3 clusters Score -562315.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -562323.625000 Penalty: 4171.055176
	Iteration 80F: 3 clusters Score -562323.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -562329.687500 Penalty: 4171.055176
	Iteration 81Q: 3 clusters Score -562329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -562333.625000 Penalty: 4171.055176
	Iteration 82Q: 3 clusters Score -562333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -562336.687500 Penalty: 4171.055176
	Iteration 83Q: 3 clusters Score -562336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -562342.937500 Penalty: 4171.055176
	Iteration 84Q: 3 clusters Score -562342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -562348.437500 Penalty: 4171.055176
	Iteration 85Q: 3 clusters Score -562348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -562355.375000 Penalty: 4171.055176
	Iteration 86Q: 3 clusters Score -562355.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -562358.750000 Penalty: 4171.055176
	Iteration 87Q: 3 clusters Score -562358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -562364.375000 Penalty: 4171.055176
	Iteration 88Q: 3 clusters Score -562364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -562371.187500 Penalty: 4171.055176
	Iteration 89Q: 3 clusters Score -562371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -562379.812500 Penalty: 4171.055176
	Iteration 90Q: 3 clusters Score -562379.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -562391.187500 Penalty: 4171.055176
	Iteration 91Q: 3 clusters Score -562391.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -562407.500000 Penalty: 4171.055176
	Iteration 92Q: 3 clusters Score -562407.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -562424.750000 Penalty: 4171.055176
	Iteration 93Q: 3 clusters Score -562424.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -562439.625000 Penalty: 4171.055176
	Iteration 94Q: 3 clusters Score -562439.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -562452.750000 Penalty: 4171.055176
	Iteration 95Q: 3 clusters Score -562452.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -562459.500000 Penalty: 4171.055176
	Iteration 96Q: 3 clusters Score -562459.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -562468.812500 Penalty: 4171.055176
	Iteration 97Q: 3 clusters Score -562468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -562475.687500 Penalty: 4171.055176
	Iteration 98Q: 3 clusters Score -562475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -562479.562500 Penalty: 4171.055176
	Iteration 99Q: 3 clusters Score -562479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -562484.187500 Penalty: 4171.055176
	Iteration 100F: 3 clusters Score -562484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -562487.937500 Penalty: 4171.055176
	Iteration 101Q: 3 clusters Score -562487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -562494.375000 Penalty: 4171.055176
	Iteration 102Q: 3 clusters Score -562494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -562501.312500 Penalty: 4171.055176
	Iteration 103Q: 3 clusters Score -562501.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -562508.687500 Penalty: 4171.055176
	Iteration 104Q: 3 clusters Score -562508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -562514.187500 Penalty: 4171.055176
	Iteration 105Q: 3 clusters Score -562514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -562517.875000 Penalty: 4171.055176
	Iteration 106Q: 3 clusters Score -562517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -562523.375000 Penalty: 4171.055176
	Iteration 107Q: 3 clusters Score -562523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -562528.375000 Penalty: 4171.055176
	Iteration 108Q: 3 clusters Score -562528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -562534.250000 Penalty: 4171.055176
	Iteration 109Q: 3 clusters Score -562534.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -562542.500000 Penalty: 4171.055176
	Iteration 110Q: 3 clusters Score -562542.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -562549.812500 Penalty: 4171.055176
	Iteration 111Q: 3 clusters Score -562549.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -562557.875000 Penalty: 4171.055176
	Iteration 112Q: 3 clusters Score -562557.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -562564.750000 Penalty: 4171.055176
	Iteration 113Q: 3 clusters Score -562564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -562568.375000 Penalty: 4171.055176
	Iteration 114Q: 3 clusters Score -562568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -562572.875000 Penalty: 4171.055176
	Iteration 115Q: 3 clusters Score -562572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -562578.187500 Penalty: 4171.055176
	Iteration 116Q: 3 clusters Score -562578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -562582.625000 Penalty: 4171.055176
	Iteration 117Q: 3 clusters Score -562582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -562584.187500 Penalty: 4171.055176
	Iteration 118Q: 3 clusters Score -562584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -562588.250000 Penalty: 4171.055176
	Iteration 119Q: 3 clusters Score -562588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -562592.125000 Penalty: 4171.055176
	Iteration 120F: 3 clusters Score -562592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -562593.812500 Penalty: 4171.055176
	Iteration 121Q: 3 clusters Score -562593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -562598.125000 Penalty: 4171.055176
	Iteration 122Q: 3 clusters Score -562598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -562601.312500 Penalty: 4171.055176
	Iteration 123Q: 3 clusters Score -562601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -562604.312500 Penalty: 4171.055176
	Iteration 124Q: 3 clusters Score -562604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -562606.562500 Penalty: 4171.055176
	Iteration 125Q: 3 clusters Score -562606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -562606.875000 Penalty: 4171.055176
	Iteration 126Q: 3 clusters Score -562606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -562611.312500 Penalty: 4171.055176
	Iteration 127Q: 3 clusters Score -562611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -562614.812500 Penalty: 4171.055176
	Iteration 128Q: 3 clusters Score -562614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -562615.625000 Penalty: 4171.055176
	Iteration 129Q: 3 clusters Score -562615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -562617.187500 Penalty: 4171.055176
	Iteration 130Q: 3 clusters Score -562617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -562619.500000 Penalty: 4171.055176
	Iteration 131Q: 3 clusters Score -562619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -562620.187500 Penalty: 4171.055176
	Iteration 132Q: 3 clusters Score -562620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -562620.062500 Penalty: 4171.055176
	Iteration 133Q: 3 clusters Score -562620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -562620.500000 Penalty: 4171.055176
	Iteration 134Q: 3 clusters Score -562620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -562621.187500 Penalty: 4171.055176
	Iteration 135Q: 3 clusters Score -562621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -562621.187500 Penalty: 4171.055176
	Iteration 136F: 3 clusters Score -562621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Entering Unmasked Estep 
Score: -1719868.625000 Penalty: 2357.134766
	Iteration 0F: 2 clusters Score -1719869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1710076.375000 Penalty: 4714.269531
	Iteration 0F: 3 clusters Score -1710076 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1713319.125000 Penalty: 4714.269531
	Iteration 1F: 3 clusters Score -1713319 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1713823.250000 Penalty: 4714.269531
	Iteration 2F: 3 clusters Score -1713823 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1714309.125000 Penalty: 4714.269531
	Iteration 3F: 3 clusters Score -1714309 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1714750.000000 Penalty: 4714.269531
	Iteration 4Q: 3 clusters Score -1714750 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1715170.000000 Penalty: 4714.269531
	Iteration 5Q: 3 clusters Score -1715170 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1715647.625000 Penalty: 4714.269531
	Iteration 6Q: 3 clusters Score -1715648 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1716097.875000 Penalty: 4714.269531
	Iteration 7Q: 3 clusters Score -1716098 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1716577.125000 Penalty: 4714.269531
	Iteration 8Q: 3 clusters Score -1716577 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1717045.875000 Penalty: 4714.269531
	Iteration 9Q: 3 clusters Score -1717046 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1717421.125000 Penalty: 4714.269531
	Iteration 10Q: 3 clusters Score -1717421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1717688.125000 Penalty: 4714.269531
	Iteration 11Q: 3 clusters Score -1717688 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1717855.250000 Penalty: 4714.269531
	Iteration 12Q: 3 clusters Score -1717855 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1717966.750000 Penalty: 4714.269531
	Iteration 13Q: 3 clusters Score -1717967 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1718034.750000 Penalty: 4714.269531
	Iteration 14Q: 3 clusters Score -1718035 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1718086.625000 Penalty: 4714.269531
	Iteration 15Q: 3 clusters Score -1718087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1718129.000000 Penalty: 4714.269531
	Iteration 16Q: 3 clusters Score -1718129 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1718161.250000 Penalty: 4714.269531
	Iteration 17Q: 3 clusters Score -1718161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1718187.500000 Penalty: 4714.269531
	Iteration 18Q: 3 clusters Score -1718188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1718199.125000 Penalty: 4714.269531
	Iteration 19Q: 3 clusters Score -1718199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1718204.250000 Penalty: 4714.269531
	Iteration 20F: 3 clusters Score -1718204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1718219.000000 Penalty: 4714.269531
	Iteration 21Q: 3 clusters Score -1718219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1718233.250000 Penalty: 4714.269531
	Iteration 22Q: 3 clusters Score -1718233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1718239.500000 Penalty: 4714.269531
	Iteration 23Q: 3 clusters Score -1718240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1718250.875000 Penalty: 4714.269531
	Iteration 24Q: 3 clusters Score -1718251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1718253.500000 Penalty: 4714.269531
	Iteration 25Q: 3 clusters Score -1718254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1718267.875000 Penalty: 4714.269531
	Iteration 26Q: 3 clusters Score -1718268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1718272.250000 Penalty: 4714.269531
	Iteration 27Q: 3 clusters Score -1718272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1718274.000000 Penalty: 4714.269531
	Iteration 28Q: 3 clusters Score -1718274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1718283.875000 Penalty: 4714.269531
	Iteration 29Q: 3 clusters Score -1718284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1718290.750000 Penalty: 4714.269531
	Iteration 30Q: 3 clusters Score -1718291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1718286.375000 Penalty: 4714.269531
	Iteration 31Q: 3 clusters Score -1718286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1718294.250000 Penalty: 4714.269531
	Iteration 32Q: 3 clusters Score -1718294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1718293.875000 Penalty: 4714.269531
	Iteration 33Q: 3 clusters Score -1718294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1718296.375000 Penalty: 4714.269531
	Iteration 34Q: 3 clusters Score -1718296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1718300.000000 Penalty: 4714.269531
	Iteration 35Q: 3 clusters Score -1718300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1718301.875000 Penalty: 4714.269531
	Iteration 36Q: 3 clusters Score -1718302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1718302.000000 Penalty: 4714.269531
	Iteration 37Q: 3 clusters Score -1718302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1718303.125000 Penalty: 4714.269531
	Iteration 38Q: 3 clusters Score -1718303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1718303.625000 Penalty: 4714.269531
	Iteration 39Q: 3 clusters Score -1718304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1718306.125000 Penalty: 4714.269531
	Iteration 40F: 3 clusters Score -1718306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1718304.625000 Penalty: 4714.269531
	Iteration 41Q: 3 clusters Score -1718305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1718307.500000 Penalty: 4714.269531
	Iteration 42Q: 3 clusters Score -1718308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1718304.375000 Penalty: 4714.269531
	Iteration 43Q: 3 clusters Score -1718304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1718306.125000 Penalty: 4714.269531
	Iteration 44Q: 3 clusters Score -1718306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1718306.125000 Penalty: 4714.269531
	Iteration 45F: 3 clusters Score -1718306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136222.859375 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136222.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136818.062500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136818.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137251.640625 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137251.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -137566.578125 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137566.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -137869.906250 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -137869.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138254.171875 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -138254.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138652.625000 Penalty: 3552.549072
	Iteration 6F: 3 clusters Score -138652.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138837.593750 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -138837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138874.921875 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -138874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138900.390625 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -138900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138906.468750 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -138906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138908.843750 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -138908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138909.937500 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -138909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138912.250000 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -138912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138914.453125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -138914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138915.984375 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -138916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138918.609375 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -138918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138921.265625 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -138921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138921.265625 Penalty: 3552.549072
	Iteration 18F: 3 clusters Score -138921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 11892 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 172717 members 
Mstep: Class 10 contains 159158 members 
Mstep: Class 11 contains 610 members 
Mstep: Class 12 contains 192284 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 16 contains 171652 members 
Mstep: Class 17 contains 170638 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33241 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
Score: -166436720.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166438032.000000 to -166436720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -1370371.875000 Penalty: 2310.559082
	Iteration 0F: 2 clusters Score -1370372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1361954.875000 Penalty: 4621.118164
	Iteration 0F: 3 clusters Score -1361955 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1364479.250000 Penalty: 4621.118164
	Iteration 1F: 3 clusters Score -1364479 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1364823.625000 Penalty: 4621.118164
	Iteration 2F: 3 clusters Score -1364824 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1365137.750000 Penalty: 4621.118164
	Iteration 3Q: 3 clusters Score -1365138 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1365481.750000 Penalty: 4621.118164
	Iteration 4Q: 3 clusters Score -1365482 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1365831.250000 Penalty: 4621.118164
	Iteration 5Q: 3 clusters Score -1365831 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1366190.875000 Penalty: 4621.118164
	Iteration 6Q: 3 clusters Score -1366191 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1366566.750000 Penalty: 4621.118164
	Iteration 7Q: 3 clusters Score -1366567 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1366911.875000 Penalty: 4621.118164
	Iteration 8Q: 3 clusters Score -1366912 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1367252.625000 Penalty: 4621.118164
	Iteration 9Q: 3 clusters Score -1367253 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1367561.875000 Penalty: 4621.118164
	Iteration 10Q: 3 clusters Score -1367562 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1367868.000000 Penalty: 4621.118164
	Iteration 11Q: 3 clusters Score -1367868 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1368099.000000 Penalty: 4621.118164
	Iteration 12Q: 3 clusters Score -1368099 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1368304.000000 Penalty: 4621.118164
	Iteration 13Q: 3 clusters Score -1368304 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1368497.750000 Penalty: 4621.118164
	Iteration 14Q: 3 clusters Score -1368498 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1368651.125000 Penalty: 4621.118164
	Iteration 15Q: 3 clusters Score -1368651 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1368806.000000 Penalty: 4621.118164
	Iteration 16Q: 3 clusters Score -1368806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1368907.875000 Penalty: 4621.118164
	Iteration 17Q: 3 clusters Score -1368908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1368989.625000 Penalty: 4621.118164
	Iteration 18Q: 3 clusters Score -1368990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1369063.250000 Penalty: 4621.118164
	Iteration 19Q: 3 clusters Score -1369063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1369119.625000 Penalty: 4621.118164
	Iteration 20F: 3 clusters Score -1369120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1369155.875000 Penalty: 4621.118164
	Iteration 21Q: 3 clusters Score -1369156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1369187.500000 Penalty: 4621.118164
	Iteration 22Q: 3 clusters Score -1369188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1369230.875000 Penalty: 4621.118164
	Iteration 23Q: 3 clusters Score -1369231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1369277.500000 Penalty: 4621.118164
	Iteration 24Q: 3 clusters Score -1369278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1369311.500000 Penalty: 4621.118164
	Iteration 25Q: 3 clusters Score -1369312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1369343.625000 Penalty: 4621.118164
	Iteration 26Q: 3 clusters Score -1369344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1369365.875000 Penalty: 4621.118164
	Iteration 27Q: 3 clusters Score -1369366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1369383.000000 Penalty: 4621.118164
	Iteration 28Q: 3 clusters Score -1369383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1369395.375000 Penalty: 4621.118164
	Iteration 29Q: 3 clusters Score -1369395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1369412.375000 Penalty: 4621.118164
	Iteration 30Q: 3 clusters Score -1369412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1369420.000000 Penalty: 4621.118164
	Iteration 31Q: 3 clusters Score -1369420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1369425.250000 Penalty: 4621.118164
	Iteration 32Q: 3 clusters Score -1369425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1369428.500000 Penalty: 4621.118164
	Iteration 33Q: 3 clusters Score -1369428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1369430.375000 Penalty: 4621.118164
	Iteration 34Q: 3 clusters Score -1369430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1369432.500000 Penalty: 4621.118164
	Iteration 35Q: 3 clusters Score -1369432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1369429.625000 Penalty: 4621.118164
	Iteration 36Q: 3 clusters Score -1369430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1369432.250000 Penalty: 4621.118164
	Iteration 37Q: 3 clusters Score -1369432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1369434.875000 Penalty: 4621.118164
	Iteration 38Q: 3 clusters Score -1369435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1369436.625000 Penalty: 4621.118164
	Iteration 39Q: 3 clusters Score -1369437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1369437.625000 Penalty: 4621.118164
	Iteration 40F: 3 clusters Score -1369438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Entering Unmasked Estep 
Score: -4728083.000000 Penalty: 2610.607178
	Iteration 0F: 2 clusters Score -4728083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4702736.500000 Penalty: 5221.214355
	Iteration 0F: 3 clusters Score -4702736 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4711974.000000 Penalty: 5221.214355
	Iteration 1F: 3 clusters Score -4711974 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4712455.000000 Penalty: 5221.214355
	Iteration 2Q: 3 clusters Score -4712455 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4712871.500000 Penalty: 5221.214355
	Iteration 3Q: 3 clusters Score -4712872 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4713288.500000 Penalty: 5221.214355
	Iteration 4Q: 3 clusters Score -4713288 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4713776.000000 Penalty: 5221.214355
	Iteration 5Q: 3 clusters Score -4713776 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4714414.500000 Penalty: 5221.214355
	Iteration 6Q: 3 clusters Score -4714414 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4715334.500000 Penalty: 5221.214355
	Iteration 7Q: 3 clusters Score -4715334 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4716852.500000 Penalty: 5221.214355
	Iteration 8F: 3 clusters Score -4716852 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4719042.000000 Penalty: 5221.214355
	Iteration 9F: 3 clusters Score -4719042 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4721620.000000 Penalty: 5221.214355
	Iteration 10F: 3 clusters Score -4721620 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4723709.000000 Penalty: 5221.214355
	Iteration 11F: 3 clusters Score -4723709 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4724905.000000 Penalty: 5221.214355
	Iteration 12Q: 3 clusters Score -4724905 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4725411.500000 Penalty: 5221.214355
	Iteration 13Q: 3 clusters Score -4725412 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4725629.000000 Penalty: 5221.214355
	Iteration 14Q: 3 clusters Score -4725629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4725701.000000 Penalty: 5221.214355
	Iteration 15Q: 3 clusters Score -4725701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4725737.000000 Penalty: 5221.214355
	Iteration 16Q: 3 clusters Score -4725737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4725764.500000 Penalty: 5221.214355
	Iteration 17Q: 3 clusters Score -4725764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4725777.500000 Penalty: 5221.214355
	Iteration 18Q: 3 clusters Score -4725778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4725783.500000 Penalty: 5221.214355
	Iteration 19Q: 3 clusters Score -4725784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4725793.000000 Penalty: 5221.214355
	Iteration 20F: 3 clusters Score -4725793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4725792.500000 Penalty: 5221.214355
	Iteration 21Q: 3 clusters Score -4725792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4725792.500000 Penalty: 5221.214355
	Iteration 22F: 3 clusters Score -4725792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Entering Unmasked Estep 
Score: -1528670.750000 Penalty: 2327.138184
	Iteration 0F: 2 clusters Score -1528671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1519852.375000 Penalty: 4654.276367
	Iteration 0F: 3 clusters Score -1519852 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1522501.375000 Penalty: 4654.276367
	Iteration 1F: 3 clusters Score -1522501 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1522938.250000 Penalty: 4654.276367
	Iteration 2F: 3 clusters Score -1522938 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1523452.125000 Penalty: 4654.276367
	Iteration 3F: 3 clusters Score -1523452 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1523986.125000 Penalty: 4654.276367
	Iteration 4F: 3 clusters Score -1523986 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1524517.750000 Penalty: 4654.276367
	Iteration 5F: 3 clusters Score -1524518 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1525040.875000 Penalty: 4654.276367
	Iteration 6F: 3 clusters Score -1525041 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1525559.750000 Penalty: 4654.276367
	Iteration 7F: 3 clusters Score -1525560 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1525967.750000 Penalty: 4654.276367
	Iteration 8Q: 3 clusters Score -1525968 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1526284.625000 Penalty: 4654.276367
	Iteration 9Q: 3 clusters Score -1526285 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1526472.875000 Penalty: 4654.276367
	Iteration 10Q: 3 clusters Score -1526473 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1526589.500000 Penalty: 4654.276367
	Iteration 11Q: 3 clusters Score -1526590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1526662.875000 Penalty: 4654.276367
	Iteration 12Q: 3 clusters Score -1526663 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1526711.625000 Penalty: 4654.276367
	Iteration 13Q: 3 clusters Score -1526712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1526754.625000 Penalty: 4654.276367
	Iteration 14Q: 3 clusters Score -1526755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1526773.375000 Penalty: 4654.276367
	Iteration 15Q: 3 clusters Score -1526773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1526792.375000 Penalty: 4654.276367
	Iteration 16Q: 3 clusters Score -1526792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1526809.750000 Penalty: 4654.276367
	Iteration 17Q: 3 clusters Score -1526810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1526824.125000 Penalty: 4654.276367
	Iteration 18Q: 3 clusters Score -1526824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1526833.125000 Penalty: 4654.276367
	Iteration 19Q: 3 clusters Score -1526833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1526846.750000 Penalty: 4654.276367
	Iteration 20F: 3 clusters Score -1526847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1526858.000000 Penalty: 4654.276367
	Iteration 21Q: 3 clusters Score -1526858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1526867.250000 Penalty: 4654.276367
	Iteration 22Q: 3 clusters Score -1526867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1526875.000000 Penalty: 4654.276367
	Iteration 23Q: 3 clusters Score -1526875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1526879.625000 Penalty: 4654.276367
	Iteration 24Q: 3 clusters Score -1526880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1526880.750000 Penalty: 4654.276367
	Iteration 25Q: 3 clusters Score -1526881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1526893.250000 Penalty: 4654.276367
	Iteration 26Q: 3 clusters Score -1526893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1526901.000000 Penalty: 4654.276367
	Iteration 27Q: 3 clusters Score -1526901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1526910.750000 Penalty: 4654.276367
	Iteration 28Q: 3 clusters Score -1526911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1526917.000000 Penalty: 4654.276367
	Iteration 29Q: 3 clusters Score -1526917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1526923.750000 Penalty: 4654.276367
	Iteration 30Q: 3 clusters Score -1526924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1526927.250000 Penalty: 4654.276367
	Iteration 31Q: 3 clusters Score -1526927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1526928.750000 Penalty: 4654.276367
	Iteration 32Q: 3 clusters Score -1526929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1526936.250000 Penalty: 4654.276367
	Iteration 33Q: 3 clusters Score -1526936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1526933.375000 Penalty: 4654.276367
	Iteration 34Q: 3 clusters Score -1526933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1526935.375000 Penalty: 4654.276367
	Iteration 35Q: 3 clusters Score -1526935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1526938.250000 Penalty: 4654.276367
	Iteration 36Q: 3 clusters Score -1526938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1526937.125000 Penalty: 4654.276367
	Iteration 37Q: 3 clusters Score -1526937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1526943.250000 Penalty: 4654.276367
	Iteration 38Q: 3 clusters Score -1526943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1526943.625000 Penalty: 4654.276367
	Iteration 39Q: 3 clusters Score -1526944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1526943.375000 Penalty: 4654.276367
	Iteration 40F: 3 clusters Score -1526943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1526943.000000 Penalty: 4654.276367
	Iteration 41Q: 3 clusters Score -1526943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1526946.875000 Penalty: 4654.276367
	Iteration 42Q: 3 clusters Score -1526947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1526944.125000 Penalty: 4654.276367
	Iteration 43Q: 3 clusters Score -1526944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1526943.750000 Penalty: 4654.276367
	Iteration 44Q: 3 clusters Score -1526944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1526946.125000 Penalty: 4654.276367
	Iteration 45Q: 3 clusters Score -1526946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1526943.750000 Penalty: 4654.276367
	Iteration 46Q: 3 clusters Score -1526944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1526943.125000 Penalty: 4654.276367
	Iteration 47Q: 3 clusters Score -1526943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1526945.250000 Penalty: 4654.276367
	Iteration 48Q: 3 clusters Score -1526945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1526943.500000 Penalty: 4654.276367
	Iteration 49Q: 3 clusters Score -1526944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1526943.625000 Penalty: 4654.276367
	Iteration 50Q: 3 clusters Score -1526944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1526947.375000 Penalty: 4654.276367
	Iteration 51Q: 3 clusters Score -1526947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1526945.875000 Penalty: 4654.276367
	Iteration 52Q: 3 clusters Score -1526946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1526945.875000 Penalty: 4654.276367
	Iteration 53F: 3 clusters Score -1526946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Entering Unmasked Estep 
Score: -21541942.000000 Penalty: 2981.874512
	Iteration 0F: 2 clusters Score -2.154194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -21432648.000000 Penalty: 5963.749023
	Iteration 0F: 3 clusters Score -2.143265e+07 nChanged 79718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -21479424.000000 Penalty: 5963.749023
	Iteration 1F: 3 clusters Score -2.147942e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -21480462.000000 Penalty: 5963.749023
	Iteration 2Q: 3 clusters Score -2.148046e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 84970 members 
Entering Unmasked Estep 
Score: -21482016.000000 Penalty: 5963.749023
	Iteration 3Q: 3 clusters Score -2.148202e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -21484348.000000 Penalty: 5963.749023
	Iteration 4Q: 3 clusters Score -2.148435e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -21487472.000000 Penalty: 5963.749023
	Iteration 5Q: 3 clusters Score -2.148747e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -21492164.000000 Penalty: 5963.749023
	Iteration 6F: 3 clusters Score -2.149216e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -21498468.000000 Penalty: 5963.749023
	Iteration 7F: 3 clusters Score -2.149847e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -21506094.000000 Penalty: 5963.749023
	Iteration 8F: 3 clusters Score -2.150609e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -21513978.000000 Penalty: 5963.749023
	Iteration 9F: 3 clusters Score -2.151398e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -21519450.000000 Penalty: 5963.749023
	Iteration 10F: 3 clusters Score -2.151945e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 109269 members 
Entering Unmasked Estep 
Score: -21522266.000000 Penalty: 5963.749023
	Iteration 11Q: 3 clusters Score -2.152227e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -21523840.000000 Penalty: 5963.749023
	Iteration 12Q: 3 clusters Score -2.152384e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 114564 members 
Entering Unmasked Estep 
Score: -21525258.000000 Penalty: 5963.749023
	Iteration 13Q: 3 clusters Score -2.152526e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -21526704.000000 Penalty: 5963.749023
	Iteration 14Q: 3 clusters Score -2.15267e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 120032 members 
Entering Unmasked Estep 
Score: -21528024.000000 Penalty: 5963.749023
	Iteration 15Q: 3 clusters Score -2.152802e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -21529332.000000 Penalty: 5963.749023
	Iteration 16Q: 3 clusters Score -2.152933e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -21530414.000000 Penalty: 5963.749023
	Iteration 17Q: 3 clusters Score -2.153041e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -21531436.000000 Penalty: 5963.749023
	Iteration 18Q: 3 clusters Score -2.153144e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -21532332.000000 Penalty: 5963.749023
	Iteration 19Q: 3 clusters Score -2.153233e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -21533148.000000 Penalty: 5963.749023
	Iteration 20F: 3 clusters Score -2.153315e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -21533728.000000 Penalty: 5963.749023
	Iteration 21Q: 3 clusters Score -2.153373e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 134454 members 
Entering Unmasked Estep 
Score: -21534156.000000 Penalty: 5963.749023
	Iteration 22Q: 3 clusters Score -2.153416e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 135925 members 
Entering Unmasked Estep 
Score: -21534558.000000 Penalty: 5963.749023
	Iteration 23Q: 3 clusters Score -2.153456e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -21535004.000000 Penalty: 5963.749023
	Iteration 24Q: 3 clusters Score -2.1535e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 138617 members 
Entering Unmasked Estep 
Score: -21535392.000000 Penalty: 5963.749023
	Iteration 25Q: 3 clusters Score -2.153539e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -21535692.000000 Penalty: 5963.749023
	Iteration 26Q: 3 clusters Score -2.153569e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -21535968.000000 Penalty: 5963.749023
	Iteration 27Q: 3 clusters Score -2.153597e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -21536278.000000 Penalty: 5963.749023
	Iteration 28Q: 3 clusters Score -2.153628e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
Score: -21536652.000000 Penalty: 5963.749023
	Iteration 29Q: 3 clusters Score -2.153665e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 144426 members 
Entering Unmasked Estep 
Score: -21536916.000000 Penalty: 5963.749023
	Iteration 30Q: 3 clusters Score -2.153692e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 145490 members 
Entering Unmasked Estep 
Score: -21537034.000000 Penalty: 5963.749023
	Iteration 31Q: 3 clusters Score -2.153703e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 146516 members 
Entering Unmasked Estep 
Score: -21537274.000000 Penalty: 5963.749023
	Iteration 32Q: 3 clusters Score -2.153727e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 147485 members 
Entering Unmasked Estep 
Score: -21537442.000000 Penalty: 5963.749023
	Iteration 33Q: 3 clusters Score -2.153744e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -21537632.000000 Penalty: 5963.749023
	Iteration 34Q: 3 clusters Score -2.153763e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -21537790.000000 Penalty: 5963.749023
	Iteration 35Q: 3 clusters Score -2.153779e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -21537922.000000 Penalty: 5963.749023
	Iteration 36Q: 3 clusters Score -2.153792e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 151080 members 
Entering Unmasked Estep 
Score: -21538126.000000 Penalty: 5963.749023
	Iteration 37Q: 3 clusters Score -2.153813e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -21538290.000000 Penalty: 5963.749023
	Iteration 38Q: 3 clusters Score -2.153829e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 152601 members 
Entering Unmasked Estep 
Score: -21538466.000000 Penalty: 5963.749023
	Iteration 39Q: 3 clusters Score -2.153847e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 153344 members 
Entering Unmasked Estep 
Score: -21538576.000000 Penalty: 5963.749023
	Iteration 40F: 3 clusters Score -2.153858e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -21538694.000000 Penalty: 5963.749023
	Iteration 41Q: 3 clusters Score -2.153869e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -21538808.000000 Penalty: 5963.749023
	Iteration 42Q: 3 clusters Score -2.153881e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -21538976.000000 Penalty: 5963.749023
	Iteration 43Q: 3 clusters Score -2.153898e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -21539056.000000 Penalty: 5963.749023
	Iteration 44Q: 3 clusters Score -2.153906e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -21539120.000000 Penalty: 5963.749023
	Iteration 45Q: 3 clusters Score -2.153912e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -21539298.000000 Penalty: 5963.749023
	Iteration 46Q: 3 clusters Score -2.15393e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -21539356.000000 Penalty: 5963.749023
	Iteration 47Q: 3 clusters Score -2.153936e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -21539482.000000 Penalty: 5963.749023
	Iteration 48Q: 3 clusters Score -2.153948e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -21539506.000000 Penalty: 5963.749023
	Iteration 49Q: 3 clusters Score -2.153951e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -21539638.000000 Penalty: 5963.749023
	Iteration 50Q: 3 clusters Score -2.153964e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -21539660.000000 Penalty: 5963.749023
	Iteration 51Q: 3 clusters Score -2.153966e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -21539692.000000 Penalty: 5963.749023
	Iteration 52Q: 3 clusters Score -2.153969e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -21539736.000000 Penalty: 5963.749023
	Iteration 53Q: 3 clusters Score -2.153974e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -21539818.000000 Penalty: 5963.749023
	Iteration 54Q: 3 clusters Score -2.153982e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -21539840.000000 Penalty: 5963.749023
	Iteration 55Q: 3 clusters Score -2.153984e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -21539918.000000 Penalty: 5963.749023
	Iteration 56Q: 3 clusters Score -2.153992e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -21539990.000000 Penalty: 5963.749023
	Iteration 57Q: 3 clusters Score -2.153999e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -21539954.000000 Penalty: 5963.749023
	Iteration 58Q: 3 clusters Score -2.153995e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 162156 members 
Entering Unmasked Estep 
Score: -21539956.000000 Penalty: 5963.749023
	Iteration 59Q: 3 clusters Score -2.153996e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -21539926.000000 Penalty: 5963.749023
	Iteration 60F: 3 clusters Score -2.153993e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -21539946.000000 Penalty: 5963.749023
	Iteration 61Q: 3 clusters Score -2.153995e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -21540024.000000 Penalty: 5963.749023
	Iteration 62Q: 3 clusters Score -2.154002e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 162747 members 
Entering Unmasked Estep 
Score: -21540054.000000 Penalty: 5963.749023
	Iteration 63Q: 3 clusters Score -2.154005e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 162881 members 
Entering Unmasked Estep 
Score: -21540066.000000 Penalty: 5963.749023
	Iteration 64Q: 3 clusters Score -2.154007e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -21540032.000000 Penalty: 5963.749023
	Iteration 65Q: 3 clusters Score -2.154003e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 163099 members 
Entering Unmasked Estep 
Score: -21540052.000000 Penalty: 5963.749023
	Iteration 66Q: 3 clusters Score -2.154005e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -21540048.000000 Penalty: 5963.749023
	Iteration 67Q: 3 clusters Score -2.154005e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -21540066.000000 Penalty: 5963.749023
	Iteration 68Q: 3 clusters Score -2.154007e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -21540090.000000 Penalty: 5963.749023
	Iteration 69Q: 3 clusters Score -2.154009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 163444 members 
Entering Unmasked Estep 
Score: -21540118.000000 Penalty: 5963.749023
	Iteration 70Q: 3 clusters Score -2.154012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -21540098.000000 Penalty: 5963.749023
	Iteration 71Q: 3 clusters Score -2.15401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 163561 members 
Entering Unmasked Estep 
Score: -21540100.000000 Penalty: 5963.749023
	Iteration 72Q: 3 clusters Score -2.15401e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -21540098.000000 Penalty: 5963.749023
	Iteration 73Q: 3 clusters Score -2.15401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 163663 members 
Entering Unmasked Estep 
Score: -21540110.000000 Penalty: 5963.749023
	Iteration 74Q: 3 clusters Score -2.154011e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -21540126.000000 Penalty: 5963.749023
	Iteration 75Q: 3 clusters Score -2.154013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -21540146.000000 Penalty: 5963.749023
	Iteration 76Q: 3 clusters Score -2.154015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -21540132.000000 Penalty: 5963.749023
	Iteration 77Q: 3 clusters Score -2.154013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -21540138.000000 Penalty: 5963.749023
	Iteration 78Q: 3 clusters Score -2.154014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -21540142.000000 Penalty: 5963.749023
	Iteration 79Q: 3 clusters Score -2.154014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -21540160.000000 Penalty: 5963.749023
	Iteration 80F: 3 clusters Score -2.154016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -21540158.000000 Penalty: 5963.749023
	Iteration 81Q: 3 clusters Score -2.154016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -21540140.000000 Penalty: 5963.749023
	Iteration 82Q: 3 clusters Score -2.154014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -21540130.000000 Penalty: 5963.749023
	Iteration 83Q: 3 clusters Score -2.154013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -21540128.000000 Penalty: 5963.749023
	Iteration 84Q: 3 clusters Score -2.154013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -21540142.000000 Penalty: 5963.749023
	Iteration 85Q: 3 clusters Score -2.154014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -21540164.000000 Penalty: 5963.749023
	Iteration 86Q: 3 clusters Score -2.154016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -21540136.000000 Penalty: 5963.749023
	Iteration 87Q: 3 clusters Score -2.154014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -21540130.000000 Penalty: 5963.749023
	Iteration 88Q: 3 clusters Score -2.154013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 164209 members 
Entering Unmasked Estep 
Score: -21540118.000000 Penalty: 5963.749023
	Iteration 89Q: 3 clusters Score -2.154012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -21540116.000000 Penalty: 5963.749023
	Iteration 90Q: 3 clusters Score -2.154012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -21540128.000000 Penalty: 5963.749023
	Iteration 91Q: 3 clusters Score -2.154013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 164247 members 
Entering Unmasked Estep 
Score: -21540120.000000 Penalty: 5963.749023
	Iteration 92Q: 3 clusters Score -2.154012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -21540132.000000 Penalty: 5963.749023
	Iteration 93Q: 3 clusters Score -2.154013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -21540124.000000 Penalty: 5963.749023
	Iteration 94Q: 3 clusters Score -2.154012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -21540136.000000 Penalty: 5963.749023
	Iteration 95Q: 3 clusters Score -2.154014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -21540136.000000 Penalty: 5963.749023
	Iteration 96Q: 3 clusters Score -2.154014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -21540132.000000 Penalty: 5963.749023
	Iteration 97Q: 3 clusters Score -2.154013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -21540144.000000 Penalty: 5963.749023
	Iteration 98Q: 3 clusters Score -2.154014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -21540152.000000 Penalty: 5963.749023
	Iteration 99Q: 3 clusters Score -2.154015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -21540136.000000 Penalty: 5963.749023
	Iteration 100F: 3 clusters Score -2.154014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -21540130.000000 Penalty: 5963.749023
	Iteration 101Q: 3 clusters Score -2.154013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -21540134.000000 Penalty: 5963.749023
	Iteration 102Q: 3 clusters Score -2.154013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -21540128.000000 Penalty: 5963.749023
	Iteration 103Q: 3 clusters Score -2.154013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -21540124.000000 Penalty: 5963.749023
	Iteration 104Q: 3 clusters Score -2.154012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -21540124.000000 Penalty: 5963.749023
	Iteration 105F: 3 clusters Score -2.154012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Entering Unmasked Estep 
Score: -22357146.000000 Penalty: 2990.733643
	Iteration 0F: 2 clusters Score -2.235715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -22244654.000000 Penalty: 5981.467285
	Iteration 0F: 3 clusters Score -2.224465e+07 nChanged 83042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -22293340.000000 Penalty: 5981.467285
	Iteration 1F: 3 clusters Score -2.229334e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -22294910.000000 Penalty: 5981.467285
	Iteration 2Q: 3 clusters Score -2.229491e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -22296784.000000 Penalty: 5981.467285
	Iteration 3Q: 3 clusters Score -2.229678e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -22299540.000000 Penalty: 5981.467285
	Iteration 4Q: 3 clusters Score -2.229954e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -22303284.000000 Penalty: 5981.467285
	Iteration 5Q: 3 clusters Score -2.230328e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -22308482.000000 Penalty: 5981.467285
	Iteration 6F: 3 clusters Score -2.230848e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -22315394.000000 Penalty: 5981.467285
	Iteration 7F: 3 clusters Score -2.231539e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -22322592.000000 Penalty: 5981.467285
	Iteration 8F: 3 clusters Score -2.232259e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -22327692.000000 Penalty: 5981.467285
	Iteration 9F: 3 clusters Score -2.232769e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -22329642.000000 Penalty: 5981.467285
	Iteration 10Q: 3 clusters Score -2.232964e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -22330202.000000 Penalty: 5981.467285
	Iteration 11Q: 3 clusters Score -2.23302e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -22330624.000000 Penalty: 5981.467285
	Iteration 12Q: 3 clusters Score -2.233062e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -22330804.000000 Penalty: 5981.467285
	Iteration 13Q: 3 clusters Score -2.23308e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -22330956.000000 Penalty: 5981.467285
	Iteration 14Q: 3 clusters Score -2.233096e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -22331282.000000 Penalty: 5981.467285
	Iteration 15Q: 3 clusters Score -2.233128e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -22331606.000000 Penalty: 5981.467285
	Iteration 16Q: 3 clusters Score -2.233161e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -22331904.000000 Penalty: 5981.467285
	Iteration 17Q: 3 clusters Score -2.23319e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -22332206.000000 Penalty: 5981.467285
	Iteration 18Q: 3 clusters Score -2.233221e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -22332512.000000 Penalty: 5981.467285
	Iteration 19Q: 3 clusters Score -2.233251e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -22332930.000000 Penalty: 5981.467285
	Iteration 20F: 3 clusters Score -2.233293e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -22333532.000000 Penalty: 5981.467285
	Iteration 21Q: 3 clusters Score -2.233353e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -22334082.000000 Penalty: 5981.467285
	Iteration 22Q: 3 clusters Score -2.233408e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -22334496.000000 Penalty: 5981.467285
	Iteration 23Q: 3 clusters Score -2.23345e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -22335070.000000 Penalty: 5981.467285
	Iteration 24Q: 3 clusters Score -2.233507e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -22335818.000000 Penalty: 5981.467285
	Iteration 25Q: 3 clusters Score -2.233582e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -22336666.000000 Penalty: 5981.467285
	Iteration 26Q: 3 clusters Score -2.233667e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125799 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -22337476.000000 Penalty: 5981.467285
	Iteration 27Q: 3 clusters Score -2.233748e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -22338480.000000 Penalty: 5981.467285
	Iteration 28Q: 3 clusters Score -2.233848e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -22339600.000000 Penalty: 5981.467285
	Iteration 29Q: 3 clusters Score -2.23396e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -22340710.000000 Penalty: 5981.467285
	Iteration 30Q: 3 clusters Score -2.234071e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -22341974.000000 Penalty: 5981.467285
	Iteration 31Q: 3 clusters Score -2.234197e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141443 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -22343242.000000 Penalty: 5981.467285
	Iteration 32Q: 3 clusters Score -2.234324e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -22344860.000000 Penalty: 5981.467285
	Iteration 33Q: 3 clusters Score -2.234486e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147740 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -22346214.000000 Penalty: 5981.467285
	Iteration 34Q: 3 clusters Score -2.234621e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -22347558.000000 Penalty: 5981.467285
	Iteration 35Q: 3 clusters Score -2.234756e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -22348862.000000 Penalty: 5981.467285
	Iteration 36Q: 3 clusters Score -2.234886e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -22350194.000000 Penalty: 5981.467285
	Iteration 37Q: 3 clusters Score -2.235019e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -22351166.000000 Penalty: 5981.467285
	Iteration 38Q: 3 clusters Score -2.235117e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160360 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -22351924.000000 Penalty: 5981.467285
	Iteration 39Q: 3 clusters Score -2.235192e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -22352674.000000 Penalty: 5981.467285
	Iteration 40F: 3 clusters Score -2.235267e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -22353262.000000 Penalty: 5981.467285
	Iteration 41Q: 3 clusters Score -2.235326e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -22353802.000000 Penalty: 5981.467285
	Iteration 42Q: 3 clusters Score -2.23538e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -22354080.000000 Penalty: 5981.467285
	Iteration 43Q: 3 clusters Score -2.235408e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -22354458.000000 Penalty: 5981.467285
	Iteration 44Q: 3 clusters Score -2.235446e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -22354664.000000 Penalty: 5981.467285
	Iteration 45Q: 3 clusters Score -2.235466e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22354790.000000 Penalty: 5981.467285
	Iteration 46Q: 3 clusters Score -2.235479e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169326 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22354888.000000 Penalty: 5981.467285
	Iteration 47Q: 3 clusters Score -2.235489e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22354958.000000 Penalty: 5981.467285
	Iteration 48Q: 3 clusters Score -2.235496e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22355058.000000 Penalty: 5981.467285
	Iteration 49Q: 3 clusters Score -2.235506e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -22355060.000000 Penalty: 5981.467285
	Iteration 50Q: 3 clusters Score -2.235506e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22355130.000000 Penalty: 5981.467285
	Iteration 51Q: 3 clusters Score -2.235513e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170553 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22355158.000000 Penalty: 5981.467285
	Iteration 52Q: 3 clusters Score -2.235516e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -22355092.000000 Penalty: 5981.467285
	Iteration 53Q: 3 clusters Score -2.235509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22355064.000000 Penalty: 5981.467285
	Iteration 54Q: 3 clusters Score -2.235506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22355114.000000 Penalty: 5981.467285
	Iteration 55Q: 3 clusters Score -2.235511e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22355120.000000 Penalty: 5981.467285
	Iteration 56Q: 3 clusters Score -2.235512e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -22355154.000000 Penalty: 5981.467285
	Iteration 57Q: 3 clusters Score -2.235515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22355160.000000 Penalty: 5981.467285
	Iteration 58Q: 3 clusters Score -2.235516e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -22355176.000000 Penalty: 5981.467285
	Iteration 59Q: 3 clusters Score -2.235518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22355206.000000 Penalty: 5981.467285
	Iteration 60F: 3 clusters Score -2.235521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -22355202.000000 Penalty: 5981.467285
	Iteration 61Q: 3 clusters Score -2.23552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22355210.000000 Penalty: 5981.467285
	Iteration 62Q: 3 clusters Score -2.235521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22355218.000000 Penalty: 5981.467285
	Iteration 63Q: 3 clusters Score -2.235522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22355198.000000 Penalty: 5981.467285
	Iteration 64Q: 3 clusters Score -2.23552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -22355206.000000 Penalty: 5981.467285
	Iteration 65Q: 3 clusters Score -2.235521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22355204.000000 Penalty: 5981.467285
	Iteration 66Q: 3 clusters Score -2.23552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22355212.000000 Penalty: 5981.467285
	Iteration 67Q: 3 clusters Score -2.235521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22355216.000000 Penalty: 5981.467285
	Iteration 68Q: 3 clusters Score -2.235522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22355222.000000 Penalty: 5981.467285
	Iteration 69Q: 3 clusters Score -2.235522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22355232.000000 Penalty: 5981.467285
	Iteration 70Q: 3 clusters Score -2.235523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171213 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22355222.000000 Penalty: 5981.467285
	Iteration 71Q: 3 clusters Score -2.235522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22355248.000000 Penalty: 5981.467285
	Iteration 72Q: 3 clusters Score -2.235525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22355254.000000 Penalty: 5981.467285
	Iteration 73Q: 3 clusters Score -2.235525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171246 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22355250.000000 Penalty: 5981.467285
	Iteration 74Q: 3 clusters Score -2.235525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22355252.000000 Penalty: 5981.467285
	Iteration 75Q: 3 clusters Score -2.235525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22355248.000000 Penalty: 5981.467285
	Iteration 76Q: 3 clusters Score -2.235525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22355254.000000 Penalty: 5981.467285
	Iteration 77Q: 3 clusters Score -2.235525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22355238.000000 Penalty: 5981.467285
	Iteration 78Q: 3 clusters Score -2.235524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22355238.000000 Penalty: 5981.467285
	Iteration 79Q: 3 clusters Score -2.235524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22355234.000000 Penalty: 5981.467285
	Iteration 80F: 3 clusters Score -2.235523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22355232.000000 Penalty: 5981.467285
	Iteration 81Q: 3 clusters Score -2.235523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22355224.000000 Penalty: 5981.467285
	Iteration 82Q: 3 clusters Score -2.235522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22355248.000000 Penalty: 5981.467285
	Iteration 83Q: 3 clusters Score -2.235525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22355240.000000 Penalty: 5981.467285
	Iteration 84Q: 3 clusters Score -2.235524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22355240.000000 Penalty: 5981.467285
	Iteration 85Q: 3 clusters Score -2.235524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22355248.000000 Penalty: 5981.467285
	Iteration 86Q: 3 clusters Score -2.235525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171329 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22355262.000000 Penalty: 5981.467285
	Iteration 87Q: 3 clusters Score -2.235526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22355246.000000 Penalty: 5981.467285
	Iteration 88Q: 3 clusters Score -2.235525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22355240.000000 Penalty: 5981.467285
	Iteration 89Q: 3 clusters Score -2.235524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22355226.000000 Penalty: 5981.467285
	Iteration 90Q: 3 clusters Score -2.235523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -22355236.000000 Penalty: 5981.467285
	Iteration 91Q: 3 clusters Score -2.235524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22355230.000000 Penalty: 5981.467285
	Iteration 92Q: 3 clusters Score -2.235523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22355244.000000 Penalty: 5981.467285
	Iteration 93Q: 3 clusters Score -2.235524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22355236.000000 Penalty: 5981.467285
	Iteration 94Q: 3 clusters Score -2.235524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22355236.000000 Penalty: 5981.467285
	Iteration 95Q: 3 clusters Score -2.235524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22355234.000000 Penalty: 5981.467285
	Iteration 96Q: 3 clusters Score -2.235523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -22355218.000000 Penalty: 5981.467285
	Iteration 97Q: 3 clusters Score -2.235522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -22355218.000000 Penalty: 5981.467285
	Iteration 98Q: 3 clusters Score -2.235522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -22355226.000000 Penalty: 5981.467285
	Iteration 99Q: 3 clusters Score -2.235523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -22355240.000000 Penalty: 5981.467285
	Iteration 100F: 3 clusters Score -2.235524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22355252.000000 Penalty: 5981.467285
	Iteration 101Q: 3 clusters Score -2.235525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22355260.000000 Penalty: 5981.467285
	Iteration 102Q: 3 clusters Score -2.235526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22355250.000000 Penalty: 5981.467285
	Iteration 103Q: 3 clusters Score -2.235525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22355262.000000 Penalty: 5981.467285
	Iteration 104Q: 3 clusters Score -2.235526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22355258.000000 Penalty: 5981.467285
	Iteration 105Q: 3 clusters Score -2.235526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22355258.000000 Penalty: 5981.467285
	Iteration 106F: 3 clusters Score -2.235526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Entering Unmasked Estep 
Score: -20431140.000000 Penalty: 2970.457764
	Iteration 0F: 2 clusters Score -2.043114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -20324846.000000 Penalty: 5940.915527
	Iteration 0F: 3 clusters Score -2.032485e+07 nChanged 76052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -20369142.000000 Penalty: 5940.915527
	Iteration 1F: 3 clusters Score -2.036914e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -20370600.000000 Penalty: 5940.915527
	Iteration 2Q: 3 clusters Score -2.03706e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -20372340.000000 Penalty: 5940.915527
	Iteration 3Q: 3 clusters Score -2.037234e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -20374712.000000 Penalty: 5940.915527
	Iteration 4Q: 3 clusters Score -2.037471e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -20378002.000000 Penalty: 5940.915527
	Iteration 5Q: 3 clusters Score -2.0378e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -20381866.000000 Penalty: 5940.915527
	Iteration 6F: 3 clusters Score -2.038187e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -20386602.000000 Penalty: 5940.915527
	Iteration 7F: 3 clusters Score -2.03866e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -20392102.000000 Penalty: 5940.915527
	Iteration 8F: 3 clusters Score -2.03921e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -20398116.000000 Penalty: 5940.915527
	Iteration 9F: 3 clusters Score -2.039812e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -20404114.000000 Penalty: 5940.915527
	Iteration 10F: 3 clusters Score -2.040411e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -20408416.000000 Penalty: 5940.915527
	Iteration 11Q: 3 clusters Score -2.040842e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -20411240.000000 Penalty: 5940.915527
	Iteration 12Q: 3 clusters Score -2.041124e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -20413050.000000 Penalty: 5940.915527
	Iteration 13Q: 3 clusters Score -2.041305e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -20414328.000000 Penalty: 5940.915527
	Iteration 14Q: 3 clusters Score -2.041433e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 121384 members 
Entering Unmasked Estep 
Score: -20415408.000000 Penalty: 5940.915527
	Iteration 15Q: 3 clusters Score -2.041541e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -20416674.000000 Penalty: 5940.915527
	Iteration 16Q: 3 clusters Score -2.041667e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -20417870.000000 Penalty: 5940.915527
	Iteration 17Q: 3 clusters Score -2.041787e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -20418940.000000 Penalty: 5940.915527
	Iteration 18Q: 3 clusters Score -2.041894e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -20419854.000000 Penalty: 5940.915527
	Iteration 19Q: 3 clusters Score -2.041985e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -20420874.000000 Penalty: 5940.915527
	Iteration 20F: 3 clusters Score -2.042087e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 138203 members 
Entering Unmasked Estep 
Score: -20421830.000000 Penalty: 5940.915527
	Iteration 21Q: 3 clusters Score -2.042183e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -20422912.000000 Penalty: 5940.915527
	Iteration 22Q: 3 clusters Score -2.042291e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -20423960.000000 Penalty: 5940.915527
	Iteration 23Q: 3 clusters Score -2.042396e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -20424704.000000 Penalty: 5940.915527
	Iteration 24Q: 3 clusters Score -2.04247e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -20425492.000000 Penalty: 5940.915527
	Iteration 25Q: 3 clusters Score -2.042549e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -20426206.000000 Penalty: 5940.915527
	Iteration 26Q: 3 clusters Score -2.042621e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -20426916.000000 Penalty: 5940.915527
	Iteration 27Q: 3 clusters Score -2.042692e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -20427400.000000 Penalty: 5940.915527
	Iteration 28Q: 3 clusters Score -2.04274e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -20427890.000000 Penalty: 5940.915527
	Iteration 29Q: 3 clusters Score -2.042789e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 153601 members 
Entering Unmasked Estep 
Score: -20428358.000000 Penalty: 5940.915527
	Iteration 30Q: 3 clusters Score -2.042836e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -20428746.000000 Penalty: 5940.915527
	Iteration 31Q: 3 clusters Score -2.042875e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -20429202.000000 Penalty: 5940.915527
	Iteration 32Q: 3 clusters Score -2.04292e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -20429680.000000 Penalty: 5940.915527
	Iteration 33Q: 3 clusters Score -2.042968e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -20429910.000000 Penalty: 5940.915527
	Iteration 34Q: 3 clusters Score -2.042991e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -20430008.000000 Penalty: 5940.915527
	Iteration 35Q: 3 clusters Score -2.043001e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -20430090.000000 Penalty: 5940.915527
	Iteration 36Q: 3 clusters Score -2.043009e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -20430156.000000 Penalty: 5940.915527
	Iteration 37Q: 3 clusters Score -2.043016e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -20430186.000000 Penalty: 5940.915527
	Iteration 38Q: 3 clusters Score -2.043019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -20430174.000000 Penalty: 5940.915527
	Iteration 39Q: 3 clusters Score -2.043017e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -20430216.000000 Penalty: 5940.915527
	Iteration 40F: 3 clusters Score -2.043022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 155885 members 
Entering Unmasked Estep 
Score: -20430230.000000 Penalty: 5940.915527
	Iteration 41Q: 3 clusters Score -2.043023e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -20430250.000000 Penalty: 5940.915527
	Iteration 42Q: 3 clusters Score -2.043025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -20430238.000000 Penalty: 5940.915527
	Iteration 43Q: 3 clusters Score -2.043024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -20430236.000000 Penalty: 5940.915527
	Iteration 44Q: 3 clusters Score -2.043024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -20430242.000000 Penalty: 5940.915527
	Iteration 45Q: 3 clusters Score -2.043024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 155912 members 
Entering Unmasked Estep 
Score: -20430260.000000 Penalty: 5940.915527
	Iteration 46Q: 3 clusters Score -2.043026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -20430258.000000 Penalty: 5940.915527
	Iteration 47Q: 3 clusters Score -2.043026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -20430266.000000 Penalty: 5940.915527
	Iteration 48Q: 3 clusters Score -2.043027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -20430272.000000 Penalty: 5940.915527
	Iteration 49Q: 3 clusters Score -2.043027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -20430268.000000 Penalty: 5940.915527
	Iteration 50Q: 3 clusters Score -2.043027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -20430256.000000 Penalty: 5940.915527
	Iteration 51Q: 3 clusters Score -2.043026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -20430256.000000 Penalty: 5940.915527
	Iteration 52Q: 3 clusters Score -2.043026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -20430272.000000 Penalty: 5940.915527
	Iteration 53Q: 3 clusters Score -2.043027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -20430278.000000 Penalty: 5940.915527
	Iteration 54Q: 3 clusters Score -2.043028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -20430278.000000 Penalty: 5940.915527
	Iteration 55F: 3 clusters Score -2.043028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Entering Unmasked Estep 
Score: -24620474.000000 Penalty: 3017.348877
	Iteration 0F: 2 clusters Score -2.462047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -24493528.000000 Penalty: 6034.697754
	Iteration 0F: 3 clusters Score -2.449353e+07 nChanged 92388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -24547616.000000 Penalty: 6034.697754
	Iteration 1F: 3 clusters Score -2.454762e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -24548710.000000 Penalty: 6034.697754
	Iteration 2Q: 3 clusters Score -2.454871e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -24549794.000000 Penalty: 6034.697754
	Iteration 3Q: 3 clusters Score -2.454979e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -24551352.000000 Penalty: 6034.697754
	Iteration 4Q: 3 clusters Score -2.455135e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -24553520.000000 Penalty: 6034.697754
	Iteration 5Q: 3 clusters Score -2.455352e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -24557338.000000 Penalty: 6034.697754
	Iteration 6Q: 3 clusters Score -2.455734e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132571 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -24564238.000000 Penalty: 6034.697754
	Iteration 7F: 3 clusters Score -2.456424e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -24575680.000000 Penalty: 6034.697754
	Iteration 8F: 3 clusters Score -2.457568e+07 nChanged 17022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -24591240.000000 Penalty: 6034.697754
	Iteration 9F: 3 clusters Score -2.459124e+07 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179428 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -24606062.000000 Penalty: 6034.697754
	Iteration 10F: 3 clusters Score -2.460606e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188064 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -24614002.000000 Penalty: 6034.697754
	Iteration 11Q: 3 clusters Score -2.4614e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191158 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -24616634.000000 Penalty: 6034.697754
	Iteration 12Q: 3 clusters Score -2.461663e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24617244.000000 Penalty: 6034.697754
	Iteration 13Q: 3 clusters Score -2.461724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192042 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24617508.000000 Penalty: 6034.697754
	Iteration 14Q: 3 clusters Score -2.461751e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24617622.000000 Penalty: 6034.697754
	Iteration 15Q: 3 clusters Score -2.461762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24617628.000000 Penalty: 6034.697754
	Iteration 16Q: 3 clusters Score -2.461763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24617646.000000 Penalty: 6034.697754
	Iteration 17Q: 3 clusters Score -2.461765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24617650.000000 Penalty: 6034.697754
	Iteration 18Q: 3 clusters Score -2.461765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24617666.000000 Penalty: 6034.697754
	Iteration 19Q: 3 clusters Score -2.461767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24617662.000000 Penalty: 6034.697754
	Iteration 20F: 3 clusters Score -2.461766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24617654.000000 Penalty: 6034.697754
	Iteration 21Q: 3 clusters Score -2.461765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24617666.000000 Penalty: 6034.697754
	Iteration 22Q: 3 clusters Score -2.461767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24617674.000000 Penalty: 6034.697754
	Iteration 23Q: 3 clusters Score -2.461767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24617676.000000 Penalty: 6034.697754
	Iteration 24Q: 3 clusters Score -2.461768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24617680.000000 Penalty: 6034.697754
	Iteration 25Q: 3 clusters Score -2.461768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24617692.000000 Penalty: 6034.697754
	Iteration 26Q: 3 clusters Score -2.461769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24617714.000000 Penalty: 6034.697754
	Iteration 27Q: 3 clusters Score -2.461771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24617720.000000 Penalty: 6034.697754
	Iteration 28Q: 3 clusters Score -2.461772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24617728.000000 Penalty: 6034.697754
	Iteration 29Q: 3 clusters Score -2.461773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24617728.000000 Penalty: 6034.697754
	Iteration 30F: 3 clusters Score -2.461773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Entering Unmasked Estep 
Score: -21691260.000000 Penalty: 2983.071045
	Iteration 0F: 2 clusters Score -2.169126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -21580318.000000 Penalty: 5966.142090
	Iteration 0F: 3 clusters Score -2.158032e+07 nChanged 80160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -21626972.000000 Penalty: 5966.142090
	Iteration 1F: 3 clusters Score -2.162697e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -21628618.000000 Penalty: 5966.142090
	Iteration 2Q: 3 clusters Score -2.162862e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -21631304.000000 Penalty: 5966.142090
	Iteration 3Q: 3 clusters Score -2.16313e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -21636654.000000 Penalty: 5966.142090
	Iteration 4F: 3 clusters Score -2.163665e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -21646344.000000 Penalty: 5966.142090
	Iteration 5F: 3 clusters Score -2.164634e+07 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -21660830.000000 Penalty: 5966.142090
	Iteration 6F: 3 clusters Score -2.166083e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -21675494.000000 Penalty: 5966.142090
	Iteration 7F: 3 clusters Score -2.167549e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 162297 members 
Entering Unmasked Estep 
Score: -21684300.000000 Penalty: 5966.142090
	Iteration 8F: 3 clusters Score -2.16843e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -21687426.000000 Penalty: 5966.142090
	Iteration 9Q: 3 clusters Score -2.168743e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 166816 members 
Entering Unmasked Estep 
Score: -21688274.000000 Penalty: 5966.142090
	Iteration 10Q: 3 clusters Score -2.168827e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 167048 members 
Entering Unmasked Estep 
Score: -21688516.000000 Penalty: 5966.142090
	Iteration 11Q: 3 clusters Score -2.168852e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -21688648.000000 Penalty: 5966.142090
	Iteration 12Q: 3 clusters Score -2.168865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 167141 members 
Entering Unmasked Estep 
Score: -21688712.000000 Penalty: 5966.142090
	Iteration 13Q: 3 clusters Score -2.168871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 167155 members 
Entering Unmasked Estep 
Score: -21688730.000000 Penalty: 5966.142090
	Iteration 14Q: 3 clusters Score -2.168873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -21688744.000000 Penalty: 5966.142090
	Iteration 15Q: 3 clusters Score -2.168874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167168 members 
Entering Unmasked Estep 
Score: -21688752.000000 Penalty: 5966.142090
	Iteration 16Q: 3 clusters Score -2.168875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -21688768.000000 Penalty: 5966.142090
	Iteration 17Q: 3 clusters Score -2.168877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21688776.000000 Penalty: 5966.142090
	Iteration 18Q: 3 clusters Score -2.168878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -21688786.000000 Penalty: 5966.142090
	Iteration 19Q: 3 clusters Score -2.168879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -21688794.000000 Penalty: 5966.142090
	Iteration 20F: 3 clusters Score -2.168879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -21688784.000000 Penalty: 5966.142090
	Iteration 21Q: 3 clusters Score -2.168878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -21688798.000000 Penalty: 5966.142090
	Iteration 22Q: 3 clusters Score -2.16888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -21688802.000000 Penalty: 5966.142090
	Iteration 23Q: 3 clusters Score -2.16888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -21688808.000000 Penalty: 5966.142090
	Iteration 24Q: 3 clusters Score -2.168881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -21688814.000000 Penalty: 5966.142090
	Iteration 25Q: 3 clusters Score -2.168881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -21688804.000000 Penalty: 5966.142090
	Iteration 26Q: 3 clusters Score -2.16888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -21688816.000000 Penalty: 5966.142090
	Iteration 27Q: 3 clusters Score -2.168882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167185 members 
Entering Unmasked Estep 
Score: -21688818.000000 Penalty: 5966.142090
	Iteration 28Q: 3 clusters Score -2.168882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167188 members 
Entering Unmasked Estep 
Score: -21688830.000000 Penalty: 5966.142090
	Iteration 29Q: 3 clusters Score -2.168883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -21688830.000000 Penalty: 5966.142090
	Iteration 30Q: 3 clusters Score -2.168883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -21688848.000000 Penalty: 5966.142090
	Iteration 31Q: 3 clusters Score -2.168885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21688832.000000 Penalty: 5966.142090
	Iteration 32Q: 3 clusters Score -2.168883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21688852.000000 Penalty: 5966.142090
	Iteration 33Q: 3 clusters Score -2.168885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21688838.000000 Penalty: 5966.142090
	Iteration 34Q: 3 clusters Score -2.168884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21688838.000000 Penalty: 5966.142090
	Iteration 35Q: 3 clusters Score -2.168884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21688838.000000 Penalty: 5966.142090
	Iteration 36F: 3 clusters Score -2.168884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (171652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Entering Unmasked Estep 
Score: -22106860.000000 Penalty: 2989.199707
	Iteration 0F: 2 clusters Score -2.210686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -21993782.000000 Penalty: 5978.399414
	Iteration 0F: 3 clusters Score -2.199378e+07 nChanged 82438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -22043182.000000 Penalty: 5978.399414
	Iteration 1F: 3 clusters Score -2.204318e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -22045146.000000 Penalty: 5978.399414
	Iteration 2Q: 3 clusters Score -2.204515e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -22047698.000000 Penalty: 5978.399414
	Iteration 3Q: 3 clusters Score -2.20477e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -22051304.000000 Penalty: 5978.399414
	Iteration 4Q: 3 clusters Score -2.20513e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -22056472.000000 Penalty: 5978.399414
	Iteration 5F: 3 clusters Score -2.205647e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -22062698.000000 Penalty: 5978.399414
	Iteration 6F: 3 clusters Score -2.20627e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -22070462.000000 Penalty: 5978.399414
	Iteration 7F: 3 clusters Score -2.207046e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -22078818.000000 Penalty: 5978.399414
	Iteration 8F: 3 clusters Score -2.207882e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -22084652.000000 Penalty: 5978.399414
	Iteration 9F: 3 clusters Score -2.208465e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -22087784.000000 Penalty: 5978.399414
	Iteration 10Q: 3 clusters Score -2.208778e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -22089380.000000 Penalty: 5978.399414
	Iteration 11Q: 3 clusters Score -2.208938e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -22090220.000000 Penalty: 5978.399414
	Iteration 12Q: 3 clusters Score -2.209022e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -22090858.000000 Penalty: 5978.399414
	Iteration 13Q: 3 clusters Score -2.209086e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -22091318.000000 Penalty: 5978.399414
	Iteration 14Q: 3 clusters Score -2.209132e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -22091796.000000 Penalty: 5978.399414
	Iteration 15Q: 3 clusters Score -2.20918e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -22092232.000000 Penalty: 5978.399414
	Iteration 16Q: 3 clusters Score -2.209223e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -22092552.000000 Penalty: 5978.399414
	Iteration 17Q: 3 clusters Score -2.209255e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -22092792.000000 Penalty: 5978.399414
	Iteration 18Q: 3 clusters Score -2.209279e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -22093038.000000 Penalty: 5978.399414
	Iteration 19Q: 3 clusters Score -2.209304e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -22093216.000000 Penalty: 5978.399414
	Iteration 20F: 3 clusters Score -2.209322e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -22093492.000000 Penalty: 5978.399414
	Iteration 21Q: 3 clusters Score -2.209349e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -22093802.000000 Penalty: 5978.399414
	Iteration 22Q: 3 clusters Score -2.20938e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -22094042.000000 Penalty: 5978.399414
	Iteration 23Q: 3 clusters Score -2.209404e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -22094308.000000 Penalty: 5978.399414
	Iteration 24Q: 3 clusters Score -2.209431e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -22094502.000000 Penalty: 5978.399414
	Iteration 25Q: 3 clusters Score -2.20945e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -22094738.000000 Penalty: 5978.399414
	Iteration 26Q: 3 clusters Score -2.209474e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -22095048.000000 Penalty: 5978.399414
	Iteration 27Q: 3 clusters Score -2.209505e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -22095428.000000 Penalty: 5978.399414
	Iteration 28Q: 3 clusters Score -2.209543e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -22095856.000000 Penalty: 5978.399414
	Iteration 29Q: 3 clusters Score -2.209586e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119796 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -22096112.000000 Penalty: 5978.399414
	Iteration 30Q: 3 clusters Score -2.209611e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -22096422.000000 Penalty: 5978.399414
	Iteration 31Q: 3 clusters Score -2.209642e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -22096816.000000 Penalty: 5978.399414
	Iteration 32Q: 3 clusters Score -2.209682e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -22097138.000000 Penalty: 5978.399414
	Iteration 33Q: 3 clusters Score -2.209714e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126154 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -22097462.000000 Penalty: 5978.399414
	Iteration 34Q: 3 clusters Score -2.209746e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -22097782.000000 Penalty: 5978.399414
	Iteration 35Q: 3 clusters Score -2.209778e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -22098028.000000 Penalty: 5978.399414
	Iteration 36Q: 3 clusters Score -2.209803e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130916 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -22098368.000000 Penalty: 5978.399414
	Iteration 37Q: 3 clusters Score -2.209837e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -22098694.000000 Penalty: 5978.399414
	Iteration 38Q: 3 clusters Score -2.209869e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133923 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -22099018.000000 Penalty: 5978.399414
	Iteration 39Q: 3 clusters Score -2.209902e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135426 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -22099310.000000 Penalty: 5978.399414
	Iteration 40F: 3 clusters Score -2.209931e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -22099536.000000 Penalty: 5978.399414
	Iteration 41Q: 3 clusters Score -2.209954e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -22099718.000000 Penalty: 5978.399414
	Iteration 42Q: 3 clusters Score -2.209972e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -22099982.000000 Penalty: 5978.399414
	Iteration 43Q: 3 clusters Score -2.209998e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -22100406.000000 Penalty: 5978.399414
	Iteration 44Q: 3 clusters Score -2.210041e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -22100592.000000 Penalty: 5978.399414
	Iteration 45Q: 3 clusters Score -2.210059e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -22100892.000000 Penalty: 5978.399414
	Iteration 46Q: 3 clusters Score -2.210089e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -22101300.000000 Penalty: 5978.399414
	Iteration 47Q: 3 clusters Score -2.21013e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -22101736.000000 Penalty: 5978.399414
	Iteration 48Q: 3 clusters Score -2.210174e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -22102186.000000 Penalty: 5978.399414
	Iteration 49Q: 3 clusters Score -2.210219e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -22102426.000000 Penalty: 5978.399414
	Iteration 50Q: 3 clusters Score -2.210243e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150722 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -22102750.000000 Penalty: 5978.399414
	Iteration 51Q: 3 clusters Score -2.210275e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -22102928.000000 Penalty: 5978.399414
	Iteration 52Q: 3 clusters Score -2.210293e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -22103258.000000 Penalty: 5978.399414
	Iteration 53Q: 3 clusters Score -2.210326e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -22103512.000000 Penalty: 5978.399414
	Iteration 54Q: 3 clusters Score -2.210351e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -22103740.000000 Penalty: 5978.399414
	Iteration 55Q: 3 clusters Score -2.210374e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -22103904.000000 Penalty: 5978.399414
	Iteration 56Q: 3 clusters Score -2.21039e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157124 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -22104142.000000 Penalty: 5978.399414
	Iteration 57Q: 3 clusters Score -2.210414e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -22104376.000000 Penalty: 5978.399414
	Iteration 58Q: 3 clusters Score -2.210438e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -22104556.000000 Penalty: 5978.399414
	Iteration 59Q: 3 clusters Score -2.210456e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -22104634.000000 Penalty: 5978.399414
	Iteration 60F: 3 clusters Score -2.210463e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160343 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -22104812.000000 Penalty: 5978.399414
	Iteration 61Q: 3 clusters Score -2.210481e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -22104956.000000 Penalty: 5978.399414
	Iteration 62Q: 3 clusters Score -2.210496e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -22105154.000000 Penalty: 5978.399414
	Iteration 63Q: 3 clusters Score -2.210515e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -22105238.000000 Penalty: 5978.399414
	Iteration 64Q: 3 clusters Score -2.210524e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162892 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -22105280.000000 Penalty: 5978.399414
	Iteration 65Q: 3 clusters Score -2.210528e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -22105314.000000 Penalty: 5978.399414
	Iteration 66Q: 3 clusters Score -2.210531e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -22105362.000000 Penalty: 5978.399414
	Iteration 67Q: 3 clusters Score -2.210536e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -22105384.000000 Penalty: 5978.399414
	Iteration 68Q: 3 clusters Score -2.210538e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164496 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -22105438.000000 Penalty: 5978.399414
	Iteration 69Q: 3 clusters Score -2.210544e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -22105450.000000 Penalty: 5978.399414
	Iteration 70Q: 3 clusters Score -2.210545e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -22105482.000000 Penalty: 5978.399414
	Iteration 71Q: 3 clusters Score -2.210548e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -22105500.000000 Penalty: 5978.399414
	Iteration 72Q: 3 clusters Score -2.21055e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -22105498.000000 Penalty: 5978.399414
	Iteration 73Q: 3 clusters Score -2.21055e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -22105490.000000 Penalty: 5978.399414
	Iteration 74Q: 3 clusters Score -2.210549e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -22105504.000000 Penalty: 5978.399414
	Iteration 75Q: 3 clusters Score -2.21055e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -22105520.000000 Penalty: 5978.399414
	Iteration 76Q: 3 clusters Score -2.210552e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166370 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -22105526.000000 Penalty: 5978.399414
	Iteration 77Q: 3 clusters Score -2.210553e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -22105522.000000 Penalty: 5978.399414
	Iteration 78Q: 3 clusters Score -2.210552e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -22105578.000000 Penalty: 5978.399414
	Iteration 79Q: 3 clusters Score -2.210558e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -22105586.000000 Penalty: 5978.399414
	Iteration 80F: 3 clusters Score -2.210559e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22105594.000000 Penalty: 5978.399414
	Iteration 81Q: 3 clusters Score -2.210559e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -22105588.000000 Penalty: 5978.399414
	Iteration 82Q: 3 clusters Score -2.210559e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -22105596.000000 Penalty: 5978.399414
	Iteration 83Q: 3 clusters Score -2.21056e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -22105528.000000 Penalty: 5978.399414
	Iteration 84Q: 3 clusters Score -2.210553e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -22105564.000000 Penalty: 5978.399414
	Iteration 85Q: 3 clusters Score -2.210556e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -22105544.000000 Penalty: 5978.399414
	Iteration 86Q: 3 clusters Score -2.210554e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -22105546.000000 Penalty: 5978.399414
	Iteration 87Q: 3 clusters Score -2.210555e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -22105532.000000 Penalty: 5978.399414
	Iteration 88Q: 3 clusters Score -2.210553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -22105492.000000 Penalty: 5978.399414
	Iteration 89Q: 3 clusters Score -2.210549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167522 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -22105468.000000 Penalty: 5978.399414
	Iteration 90Q: 3 clusters Score -2.210547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -22105466.000000 Penalty: 5978.399414
	Iteration 91Q: 3 clusters Score -2.210547e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -22105514.000000 Penalty: 5978.399414
	Iteration 92Q: 3 clusters Score -2.210551e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -22105464.000000 Penalty: 5978.399414
	Iteration 93Q: 3 clusters Score -2.210546e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -22105452.000000 Penalty: 5978.399414
	Iteration 94Q: 3 clusters Score -2.210545e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -22105488.000000 Penalty: 5978.399414
	Iteration 95Q: 3 clusters Score -2.210549e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167876 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -22105492.000000 Penalty: 5978.399414
	Iteration 96Q: 3 clusters Score -2.210549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -22105452.000000 Penalty: 5978.399414
	Iteration 97Q: 3 clusters Score -2.210545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -22105476.000000 Penalty: 5978.399414
	Iteration 98Q: 3 clusters Score -2.210548e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -22105472.000000 Penalty: 5978.399414
	Iteration 99Q: 3 clusters Score -2.210547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -22105488.000000 Penalty: 5978.399414
	Iteration 100F: 3 clusters Score -2.210549e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -22105494.000000 Penalty: 5978.399414
	Iteration 101Q: 3 clusters Score -2.210549e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22105518.000000 Penalty: 5978.399414
	Iteration 102Q: 3 clusters Score -2.210552e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22105524.000000 Penalty: 5978.399414
	Iteration 103Q: 3 clusters Score -2.210552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22105520.000000 Penalty: 5978.399414
	Iteration 104Q: 3 clusters Score -2.210552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22105506.000000 Penalty: 5978.399414
	Iteration 105Q: 3 clusters Score -2.210551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22105540.000000 Penalty: 5978.399414
	Iteration 106Q: 3 clusters Score -2.210554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168417 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -22105566.000000 Penalty: 5978.399414
	Iteration 107Q: 3 clusters Score -2.210557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -22105570.000000 Penalty: 5978.399414
	Iteration 108Q: 3 clusters Score -2.210557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -22105592.000000 Penalty: 5978.399414
	Iteration 109Q: 3 clusters Score -2.210559e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22105588.000000 Penalty: 5978.399414
	Iteration 110Q: 3 clusters Score -2.210559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -22105568.000000 Penalty: 5978.399414
	Iteration 111Q: 3 clusters Score -2.210557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22105558.000000 Penalty: 5978.399414
	Iteration 112Q: 3 clusters Score -2.210556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 113Q: 3 clusters Score -2.210553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -22105540.000000 Penalty: 5978.399414
	Iteration 114Q: 3 clusters Score -2.210554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -22105556.000000 Penalty: 5978.399414
	Iteration 115Q: 3 clusters Score -2.210556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22105546.000000 Penalty: 5978.399414
	Iteration 116Q: 3 clusters Score -2.210555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22105578.000000 Penalty: 5978.399414
	Iteration 117Q: 3 clusters Score -2.210558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22105572.000000 Penalty: 5978.399414
	Iteration 118Q: 3 clusters Score -2.210557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22105580.000000 Penalty: 5978.399414
	Iteration 119Q: 3 clusters Score -2.210558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22105574.000000 Penalty: 5978.399414
	Iteration 120F: 3 clusters Score -2.210557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -22105592.000000 Penalty: 5978.399414
	Iteration 121Q: 3 clusters Score -2.210559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -22105570.000000 Penalty: 5978.399414
	Iteration 122Q: 3 clusters Score -2.210557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -22105558.000000 Penalty: 5978.399414
	Iteration 123Q: 3 clusters Score -2.210556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22105554.000000 Penalty: 5978.399414
	Iteration 124Q: 3 clusters Score -2.210555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -22105524.000000 Penalty: 5978.399414
	Iteration 125Q: 3 clusters Score -2.210552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168751 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 126Q: 3 clusters Score -2.210553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -22105522.000000 Penalty: 5978.399414
	Iteration 127Q: 3 clusters Score -2.210552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168787 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22105510.000000 Penalty: 5978.399414
	Iteration 128Q: 3 clusters Score -2.210551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168795 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22105522.000000 Penalty: 5978.399414
	Iteration 129Q: 3 clusters Score -2.210552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22105512.000000 Penalty: 5978.399414
	Iteration 130Q: 3 clusters Score -2.210551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -22105520.000000 Penalty: 5978.399414
	Iteration 131Q: 3 clusters Score -2.210552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22105526.000000 Penalty: 5978.399414
	Iteration 132Q: 3 clusters Score -2.210553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -22105518.000000 Penalty: 5978.399414
	Iteration 133Q: 3 clusters Score -2.210552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -22105516.000000 Penalty: 5978.399414
	Iteration 134Q: 3 clusters Score -2.210552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -22105510.000000 Penalty: 5978.399414
	Iteration 135Q: 3 clusters Score -2.210551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22105480.000000 Penalty: 5978.399414
	Iteration 136Q: 3 clusters Score -2.210548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -22105486.000000 Penalty: 5978.399414
	Iteration 137Q: 3 clusters Score -2.210549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22105498.000000 Penalty: 5978.399414
	Iteration 138Q: 3 clusters Score -2.21055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -22105504.000000 Penalty: 5978.399414
	Iteration 139Q: 3 clusters Score -2.21055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22105496.000000 Penalty: 5978.399414
	Iteration 140F: 3 clusters Score -2.21055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -22105502.000000 Penalty: 5978.399414
	Iteration 141Q: 3 clusters Score -2.21055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22105472.000000 Penalty: 5978.399414
	Iteration 142Q: 3 clusters Score -2.210547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22105460.000000 Penalty: 5978.399414
	Iteration 143Q: 3 clusters Score -2.210546e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -22105500.000000 Penalty: 5978.399414
	Iteration 144Q: 3 clusters Score -2.21055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22105500.000000 Penalty: 5978.399414
	Iteration 145Q: 3 clusters Score -2.21055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22105514.000000 Penalty: 5978.399414
	Iteration 146Q: 3 clusters Score -2.210551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22105502.000000 Penalty: 5978.399414
	Iteration 147Q: 3 clusters Score -2.21055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22105504.000000 Penalty: 5978.399414
	Iteration 148Q: 3 clusters Score -2.21055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22105510.000000 Penalty: 5978.399414
	Iteration 149Q: 3 clusters Score -2.210551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22105492.000000 Penalty: 5978.399414
	Iteration 150Q: 3 clusters Score -2.210549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22105486.000000 Penalty: 5978.399414
	Iteration 151Q: 3 clusters Score -2.210549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22105498.000000 Penalty: 5978.399414
	Iteration 152Q: 3 clusters Score -2.21055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22105514.000000 Penalty: 5978.399414
	Iteration 153Q: 3 clusters Score -2.210551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169016 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22105512.000000 Penalty: 5978.399414
	Iteration 154Q: 3 clusters Score -2.210551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -22105508.000000 Penalty: 5978.399414
	Iteration 155Q: 3 clusters Score -2.210551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22105514.000000 Penalty: 5978.399414
	Iteration 156Q: 3 clusters Score -2.210551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22105532.000000 Penalty: 5978.399414
	Iteration 157Q: 3 clusters Score -2.210553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22105550.000000 Penalty: 5978.399414
	Iteration 158Q: 3 clusters Score -2.210555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22105520.000000 Penalty: 5978.399414
	Iteration 159Q: 3 clusters Score -2.210552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -22105500.000000 Penalty: 5978.399414
	Iteration 160F: 3 clusters Score -2.21055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22105492.000000 Penalty: 5978.399414
	Iteration 161Q: 3 clusters Score -2.210549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -22105488.000000 Penalty: 5978.399414
	Iteration 162Q: 3 clusters Score -2.210549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169145 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22105494.000000 Penalty: 5978.399414
	Iteration 163Q: 3 clusters Score -2.210549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22105512.000000 Penalty: 5978.399414
	Iteration 164Q: 3 clusters Score -2.210551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22105510.000000 Penalty: 5978.399414
	Iteration 165Q: 3 clusters Score -2.210551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22105530.000000 Penalty: 5978.399414
	Iteration 166Q: 3 clusters Score -2.210553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22105518.000000 Penalty: 5978.399414
	Iteration 167Q: 3 clusters Score -2.210552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 168Q: 3 clusters Score -2.210553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22105526.000000 Penalty: 5978.399414
	Iteration 169Q: 3 clusters Score -2.210553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22105526.000000 Penalty: 5978.399414
	Iteration 170Q: 3 clusters Score -2.210553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22105510.000000 Penalty: 5978.399414
	Iteration 171Q: 3 clusters Score -2.210551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22105524.000000 Penalty: 5978.399414
	Iteration 172Q: 3 clusters Score -2.210552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -22105538.000000 Penalty: 5978.399414
	Iteration 173Q: 3 clusters Score -2.210554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22105540.000000 Penalty: 5978.399414
	Iteration 174Q: 3 clusters Score -2.210554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22105556.000000 Penalty: 5978.399414
	Iteration 175Q: 3 clusters Score -2.210556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22105564.000000 Penalty: 5978.399414
	Iteration 176Q: 3 clusters Score -2.210556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22105562.000000 Penalty: 5978.399414
	Iteration 177Q: 3 clusters Score -2.210556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22105544.000000 Penalty: 5978.399414
	Iteration 178Q: 3 clusters Score -2.210554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22105544.000000 Penalty: 5978.399414
	Iteration 179Q: 3 clusters Score -2.210554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22105538.000000 Penalty: 5978.399414
	Iteration 180F: 3 clusters Score -2.210554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22105540.000000 Penalty: 5978.399414
	Iteration 181Q: 3 clusters Score -2.210554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22105524.000000 Penalty: 5978.399414
	Iteration 182Q: 3 clusters Score -2.210552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22105526.000000 Penalty: 5978.399414
	Iteration 183Q: 3 clusters Score -2.210553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22105528.000000 Penalty: 5978.399414
	Iteration 184Q: 3 clusters Score -2.210553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 185Q: 3 clusters Score -2.210553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22105528.000000 Penalty: 5978.399414
	Iteration 186Q: 3 clusters Score -2.210553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22105536.000000 Penalty: 5978.399414
	Iteration 187Q: 3 clusters Score -2.210554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22105528.000000 Penalty: 5978.399414
	Iteration 188Q: 3 clusters Score -2.210553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 189Q: 3 clusters Score -2.210553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22105534.000000 Penalty: 5978.399414
	Iteration 190F: 3 clusters Score -2.210553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Entering Unmasked Estep 
Score: -22209860.000000 Penalty: 2987.730225
	Iteration 0F: 2 clusters Score -2.220986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -22098346.000000 Penalty: 5975.460449
	Iteration 0F: 3 clusters Score -2.209835e+07 nChanged 81853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -22146350.000000 Penalty: 5975.460449
	Iteration 1F: 3 clusters Score -2.214635e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -22147646.000000 Penalty: 5975.460449
	Iteration 2Q: 3 clusters Score -2.214765e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -22149590.000000 Penalty: 5975.460449
	Iteration 3Q: 3 clusters Score -2.214959e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -22153136.000000 Penalty: 5975.460449
	Iteration 4Q: 3 clusters Score -2.215314e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -22159778.000000 Penalty: 5975.460449
	Iteration 5F: 3 clusters Score -2.215978e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -22170380.000000 Penalty: 5975.460449
	Iteration 6F: 3 clusters Score -2.217038e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -22184414.000000 Penalty: 5975.460449
	Iteration 7F: 3 clusters Score -2.218441e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -22196948.000000 Penalty: 5975.460449
	Iteration 8F: 3 clusters Score -2.219695e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -22203522.000000 Penalty: 5975.460449
	Iteration 9Q: 3 clusters Score -2.220352e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -22205828.000000 Penalty: 5975.460449
	Iteration 10Q: 3 clusters Score -2.220583e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -22206568.000000 Penalty: 5975.460449
	Iteration 11Q: 3 clusters Score -2.220657e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 169879 members 
Entering Unmasked Estep 
Score: -22206920.000000 Penalty: 5975.460449
	Iteration 12Q: 3 clusters Score -2.220692e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -22207092.000000 Penalty: 5975.460449
	Iteration 13Q: 3 clusters Score -2.220709e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -22207156.000000 Penalty: 5975.460449
	Iteration 14Q: 3 clusters Score -2.220716e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 170184 members 
Entering Unmasked Estep 
Score: -22207250.000000 Penalty: 5975.460449
	Iteration 15Q: 3 clusters Score -2.220725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22207270.000000 Penalty: 5975.460449
	Iteration 16Q: 3 clusters Score -2.220727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -22207312.000000 Penalty: 5975.460449
	Iteration 17Q: 3 clusters Score -2.220731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -22207358.000000 Penalty: 5975.460449
	Iteration 18Q: 3 clusters Score -2.220736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -22207376.000000 Penalty: 5975.460449
	Iteration 19Q: 3 clusters Score -2.220738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -22207386.000000 Penalty: 5975.460449
	Iteration 20F: 3 clusters Score -2.220739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 170252 members 
Entering Unmasked Estep 
Score: -22207414.000000 Penalty: 5975.460449
	Iteration 21Q: 3 clusters Score -2.220741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -22207426.000000 Penalty: 5975.460449
	Iteration 22Q: 3 clusters Score -2.220743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -22207432.000000 Penalty: 5975.460449
	Iteration 23Q: 3 clusters Score -2.220743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -22207432.000000 Penalty: 5975.460449
	Iteration 24F: 3 clusters Score -2.220743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94149.351562 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94149.35 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95071.992188 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -95071.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95759.648438 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -95759.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96257.726562 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -96257.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96507.890625 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -96507.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96713.671875 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -96713.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96911.554688 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -96911.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97132.898438 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -97132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97271.257812 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -97271.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97284.203125 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -97284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97293.257812 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97293.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97304.445312 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97304.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97309.953125 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97309.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97313.085938 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97313.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97316.718750 Penalty: 3375.088867
	Iteration 14F: 3 clusters Score -97316.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97326.289062 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -97326.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97326.289062 Penalty: 3375.088867
	Iteration 16F: 3 clusters Score -97326.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 11892 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 172717 members 
Mstep: Class 10 contains 159158 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 192284 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 16 contains 171652 members 
Mstep: Class 17 contains 170638 members 
Mstep: Class 18 contains 355 members 
Mstep: Class 19 contains 33241 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
Score: -166437328.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166438032.000000 to -166437328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (33241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Entering Unmasked Estep 
Score: -4091209.750000 Penalty: 2582.061768
	Iteration 0F: 2 clusters Score -4091210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4068542.250000 Penalty: 5164.123535
	Iteration 0F: 3 clusters Score -4068542 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4076852.000000 Penalty: 5164.123535
	Iteration 1F: 3 clusters Score -4076852 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4077412.750000 Penalty: 5164.123535
	Iteration 2Q: 3 clusters Score -4077413 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4078104.250000 Penalty: 5164.123535
	Iteration 3Q: 3 clusters Score -4078104 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4078885.750000 Penalty: 5164.123535
	Iteration 4Q: 3 clusters Score -4078886 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4079548.250000 Penalty: 5164.123535
	Iteration 5Q: 3 clusters Score -4079548 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4080157.750000 Penalty: 5164.123535
	Iteration 6Q: 3 clusters Score -4080158 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4080750.750000 Penalty: 5164.123535
	Iteration 7Q: 3 clusters Score -4080751 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4081396.500000 Penalty: 5164.123535
	Iteration 8Q: 3 clusters Score -4081396 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4082132.000000 Penalty: 5164.123535
	Iteration 9Q: 3 clusters Score -4082132 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4083025.000000 Penalty: 5164.123535
	Iteration 10F: 3 clusters Score -4083025 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4084067.250000 Penalty: 5164.123535
	Iteration 11F: 3 clusters Score -4084067 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4085249.000000 Penalty: 5164.123535
	Iteration 12F: 3 clusters Score -4085249 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4086485.500000 Penalty: 5164.123535
	Iteration 13F: 3 clusters Score -4086486 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4087722.250000 Penalty: 5164.123535
	Iteration 14Q: 3 clusters Score -4087722 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4088886.000000 Penalty: 5164.123535
	Iteration 15Q: 3 clusters Score -4088886 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4089770.750000 Penalty: 5164.123535
	Iteration 16Q: 3 clusters Score -4089771 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4090301.250000 Penalty: 5164.123535
	Iteration 17Q: 3 clusters Score -4090301 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4090563.750000 Penalty: 5164.123535
	Iteration 18Q: 3 clusters Score -4090564 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4090702.750000 Penalty: 5164.123535
	Iteration 19Q: 3 clusters Score -4090703 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4090803.750000 Penalty: 5164.123535
	Iteration 20F: 3 clusters Score -4090804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4090867.750000 Penalty: 5164.123535
	Iteration 21Q: 3 clusters Score -4090868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4090900.750000 Penalty: 5164.123535
	Iteration 22Q: 3 clusters Score -4090901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4090925.500000 Penalty: 5164.123535
	Iteration 23Q: 3 clusters Score -4090926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4090960.500000 Penalty: 5164.123535
	Iteration 24Q: 3 clusters Score -4090960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4090976.250000 Penalty: 5164.123535
	Iteration 25Q: 3 clusters Score -4090976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4090980.750000 Penalty: 5164.123535
	Iteration 26Q: 3 clusters Score -4090981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4090981.750000 Penalty: 5164.123535
	Iteration 27Q: 3 clusters Score -4090982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4090984.500000 Penalty: 5164.123535
	Iteration 28Q: 3 clusters Score -4090984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4090986.750000 Penalty: 5164.123535
	Iteration 29Q: 3 clusters Score -4090987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4090986.500000 Penalty: 5164.123535
	Iteration 30Q: 3 clusters Score -4090986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4090982.250000 Penalty: 5164.123535
	Iteration 31Q: 3 clusters Score -4090982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4090991.000000 Penalty: 5164.123535
	Iteration 32Q: 3 clusters Score -4090991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4090990.000000 Penalty: 5164.123535
	Iteration 33Q: 3 clusters Score -4090990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4090990.000000 Penalty: 5164.123535
	Iteration 34F: 3 clusters Score -4090990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -186255.687500 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -186255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -184023.500000 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -184023.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184744.656250 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -184744.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -185318.781250 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -185318.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -185812.718750 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -185812.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -186168.750000 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -186168.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186494.765625 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -186494.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186799.500000 Penalty: 3656.882324
	Iteration 6F: 3 clusters Score -186799.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -186999.046875 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -186999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187111.843750 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -187111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187133.375000 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -187133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187139.093750 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -187139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187143.468750 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -187143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187143.718750 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -187143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187143.718750 Penalty: 3656.882324
	Iteration 13F: 3 clusters Score -187143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 11892 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 172717 members 
Mstep: Class 10 contains 159158 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 192284 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 16 contains 171652 members 
Mstep: Class 17 contains 170638 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33241 members 
Mstep: Class 20 contains 674 members 
Entering Unmasked Estep 
Score: -166437200.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166438032.000000 to -166437200.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 11892 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 172717 members 
Mstep: Class 10 contains 159158 members 
Mstep: Class 12 contains 192284 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 16 contains 171652 members 
Mstep: Class 17 contains 170638 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33241 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437888.000000 Penalty: 59405.718750
Iteration 279Q: 18 clusters Score -1.664379e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37295 members 
Mstep: Class 7 contains 11888 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 172721 members 
Mstep: Class 10 contains 159172 members 
Mstep: Class 12 contains 192295 members 
Mstep: Class 13 contains 167398 members 
Mstep: Class 16 contains 171690 members 
Mstep: Class 17 contains 170614 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437696.000000 Penalty: 59405.718750
Iteration 280F: 18 clusters Score -1.664377e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 13461 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37293 members 
Mstep: Class 7 contains 11883 members 
Mstep: Class 8 contains 166654 members 
Mstep: Class 9 contains 172741 members 
Mstep: Class 10 contains 159183 members 
Mstep: Class 12 contains 192302 members 
Mstep: Class 13 contains 167332 members 
Mstep: Class 16 contains 171710 members 
Mstep: Class 17 contains 170612 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33246 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437776.000000 Penalty: 59405.718750
Iteration 281Q: 18 clusters Score -1.664378e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13477 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 37290 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 166634 members 
Mstep: Class 9 contains 172738 members 
Mstep: Class 10 contains 159184 members 
Mstep: Class 12 contains 192310 members 
Mstep: Class 13 contains 167290 members 
Mstep: Class 16 contains 171763 members 
Mstep: Class 17 contains 170614 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33242 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 282Q: 18 clusters Score -1.664379e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13487 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11120 members 
Mstep: Class 6 contains 37287 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 166614 members 
Mstep: Class 9 contains 172749 members 
Mstep: Class 10 contains 159203 members 
Mstep: Class 12 contains 192313 members 
Mstep: Class 13 contains 167249 members 
Mstep: Class 16 contains 171804 members 
Mstep: Class 17 contains 170601 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33239 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 283Q: 18 clusters Score -1.664379e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13499 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11127 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 166586 members 
Mstep: Class 9 contains 172767 members 
Mstep: Class 10 contains 159210 members 
Mstep: Class 12 contains 192317 members 
Mstep: Class 13 contains 167243 members 
Mstep: Class 16 contains 171797 members 
Mstep: Class 17 contains 170602 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33233 members 
Mstep: Class 20 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437792.000000 Penalty: 59405.718750
Iteration 284Q: 18 clusters Score -1.664378e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13515 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11130 members 
Mstep: Class 6 contains 37290 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 166553 members 
Mstep: Class 9 contains 172747 members 
Mstep: Class 10 contains 159210 members 
Mstep: Class 12 contains 192328 members 
Mstep: Class 13 contains 167267 members 
Mstep: Class 16 contains 171790 members 
Mstep: Class 17 contains 170624 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33222 members 
Mstep: Class 20 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437712.000000 Penalty: 59405.718750
Iteration 285Q: 18 clusters Score -1.664377e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13528 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 37293 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 166535 members 
Mstep: Class 9 contains 172745 members 
Mstep: Class 10 contains 159209 members 
Mstep: Class 12 contains 192346 members 
Mstep: Class 13 contains 167275 members 
Mstep: Class 16 contains 171791 members 
Mstep: Class 17 contains 170621 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33208 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438080.000000 Penalty: 59405.718750
Iteration 286Q: 18 clusters Score -1.664381e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11128 members 
Mstep: Class 6 contains 37295 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 166512 members 
Mstep: Class 9 contains 172715 members 
Mstep: Class 10 contains 159228 members 
Mstep: Class 12 contains 192371 members 
Mstep: Class 13 contains 167287 members 
Mstep: Class 16 contains 171769 members 
Mstep: Class 17 contains 170641 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33198 members 
Mstep: Class 20 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438144.000000 Penalty: 59405.718750
Iteration 287Q: 18 clusters Score -1.664381e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13563 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11127 members 
Mstep: Class 6 contains 37293 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 166492 members 
Mstep: Class 9 contains 172693 members 
Mstep: Class 10 contains 159244 members 
Mstep: Class 12 contains 192390 members 
Mstep: Class 13 contains 167278 members 
Mstep: Class 16 contains 171788 members 
Mstep: Class 17 contains 170628 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33192 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437904.000000 Penalty: 59405.718750
Iteration 288Q: 18 clusters Score -1.664379e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 37297 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 166469 members 
Mstep: Class 9 contains 172685 members 
Mstep: Class 10 contains 159221 members 
Mstep: Class 12 contains 192410 members 
Mstep: Class 13 contains 167277 members 
Mstep: Class 16 contains 171810 members 
Mstep: Class 17 contains 170610 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437920.000000 Penalty: 59405.718750
Iteration 289Q: 18 clusters Score -1.664379e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13602 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 37303 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 166452 members 
Mstep: Class 9 contains 172673 members 
Mstep: Class 10 contains 159211 members 
Mstep: Class 12 contains 192420 members 
Mstep: Class 13 contains 167287 members 
Mstep: Class 16 contains 171827 members 
Mstep: Class 17 contains 170605 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33183 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437792.000000 Penalty: 59405.718750
Iteration 290Q: 18 clusters Score -1.664378e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13614 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11118 members 
Mstep: Class 6 contains 37306 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 166435 members 
Mstep: Class 9 contains 172641 members 
Mstep: Class 10 contains 159224 members 
Mstep: Class 12 contains 192438 members 
Mstep: Class 13 contains 167306 members 
Mstep: Class 16 contains 171837 members 
Mstep: Class 17 contains 170590 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33175 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437824.000000 Penalty: 59405.718750
Iteration 291Q: 18 clusters Score -1.664378e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11115 members 
Mstep: Class 6 contains 37318 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 166401 members 
Mstep: Class 9 contains 172606 members 
Mstep: Class 10 contains 159244 members 
Mstep: Class 12 contains 192436 members 
Mstep: Class 13 contains 167325 members 
Mstep: Class 16 contains 171849 members 
Mstep: Class 17 contains 170601 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33169 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437792.000000 Penalty: 59405.718750
Iteration 292Q: 18 clusters Score -1.664378e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11118 members 
Mstep: Class 6 contains 37324 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 166379 members 
Mstep: Class 9 contains 172565 members 
Mstep: Class 10 contains 159264 members 
Mstep: Class 12 contains 192442 members 
Mstep: Class 13 contains 167341 members 
Mstep: Class 16 contains 171873 members 
Mstep: Class 17 contains 170589 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33162 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437824.000000 Penalty: 59405.718750
Iteration 293Q: 18 clusters Score -1.664378e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13636 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11125 members 
Mstep: Class 6 contains 37333 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 166350 members 
Mstep: Class 9 contains 172535 members 
Mstep: Class 10 contains 159297 members 
Mstep: Class 12 contains 192452 members 
Mstep: Class 13 contains 167345 members 
Mstep: Class 16 contains 171867 members 
Mstep: Class 17 contains 170587 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33152 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437824.000000 Penalty: 59405.718750
Iteration 294Q: 18 clusters Score -1.664378e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 13646 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 166320 members 
Mstep: Class 9 contains 172511 members 
Mstep: Class 10 contains 159313 members 
Mstep: Class 12 contains 192465 members 
Mstep: Class 13 contains 167360 members 
Mstep: Class 16 contains 171874 members 
Mstep: Class 17 contains 170592 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33142 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437936.000000 Penalty: 59405.718750
Iteration 295Q: 18 clusters Score -1.664379e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11115 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 166295 members 
Mstep: Class 9 contains 172495 members 
Mstep: Class 10 contains 159304 members 
Mstep: Class 12 contains 192492 members 
Mstep: Class 13 contains 167367 members 
Mstep: Class 16 contains 171889 members 
Mstep: Class 17 contains 170594 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33133 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437920.000000 Penalty: 59405.718750
Iteration 296Q: 18 clusters Score -1.664379e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11112 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 166279 members 
Mstep: Class 9 contains 172477 members 
Mstep: Class 10 contains 159301 members 
Mstep: Class 12 contains 192527 members 
Mstep: Class 13 contains 167385 members 
Mstep: Class 16 contains 171881 members 
Mstep: Class 17 contains 170593 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33127 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438064.000000 Penalty: 59405.718750
Iteration 297Q: 18 clusters Score -1.664381e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11110 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 166233 members 
Mstep: Class 9 contains 172498 members 
Mstep: Class 10 contains 159288 members 
Mstep: Class 12 contains 192550 members 
Mstep: Class 13 contains 167385 members 
Mstep: Class 16 contains 171876 members 
Mstep: Class 17 contains 170612 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438016.000000 Penalty: 59405.718750
Iteration 298Q: 18 clusters Score -1.66438e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13676 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11108 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 166176 members 
Mstep: Class 9 contains 172505 members 
Mstep: Class 10 contains 159285 members 
Mstep: Class 12 contains 192581 members 
Mstep: Class 13 contains 167395 members 
Mstep: Class 16 contains 171875 members 
Mstep: Class 17 contains 170627 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33111 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437760.000000 Penalty: 59405.718750
Iteration 299Q: 18 clusters Score -1.664378e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13678 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11106 members 
Mstep: Class 6 contains 37343 members 
Mstep: Class 7 contains 11851 members 
Mstep: Class 8 contains 166125 members 
Mstep: Class 9 contains 172522 members 
Mstep: Class 10 contains 159308 members 
Mstep: Class 12 contains 192603 members 
Mstep: Class 13 contains 167394 members 
Mstep: Class 16 contains 171861 members 
Mstep: Class 17 contains 170631 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33114 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437824.000000 Penalty: 59405.718750
Iteration 300F: 18 clusters Score -1.664378e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13682 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11106 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 166062 members 
Mstep: Class 9 contains 172522 members 
Mstep: Class 10 contains 159317 members 
Mstep: Class 12 contains 192632 members 
Mstep: Class 13 contains 167409 members 
Mstep: Class 16 contains 171866 members 
Mstep: Class 17 contains 170631 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33112 members 
Mstep: Class 20 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438112.000000 Penalty: 59405.718750
Iteration 301Q: 18 clusters Score -1.664381e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 13682 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11109 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 166010 members 
Mstep: Class 9 contains 172451 members 
Mstep: Class 10 contains 159381 members 
Mstep: Class 12 contains 192675 members 
Mstep: Class 13 contains 167425 members 
Mstep: Class 16 contains 171857 members 
Mstep: Class 17 contains 170637 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33110 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438016.000000 Penalty: 59405.718750
Iteration 302Q: 18 clusters Score -1.66438e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 13690 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11109 members 
Mstep: Class 6 contains 37351 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 165964 members 
Mstep: Class 9 contains 172422 members 
Mstep: Class 10 contains 159441 members 
Mstep: Class 12 contains 192690 members 
Mstep: Class 13 contains 167438 members 
Mstep: Class 16 contains 171847 members 
Mstep: Class 17 contains 170623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33111 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438064.000000 Penalty: 59405.718750
Iteration 303Q: 18 clusters Score -1.664381e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 13703 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11107 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 165920 members 
Mstep: Class 9 contains 172452 members 
Mstep: Class 10 contains 159463 members 
Mstep: Class 12 contains 192705 members 
Mstep: Class 13 contains 167428 members 
Mstep: Class 16 contains 171834 members 
Mstep: Class 17 contains 170614 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33112 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438256.000000 Penalty: 59405.718750
Iteration 304Q: 18 clusters Score -1.664383e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 13705 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 37355 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 165875 members 
Mstep: Class 9 contains 172437 members 
Mstep: Class 10 contains 159516 members 
Mstep: Class 12 contains 192703 members 
Mstep: Class 13 contains 167411 members 
Mstep: Class 16 contains 171844 members 
Mstep: Class 17 contains 170623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438144.000000 Penalty: 59405.718750
Iteration 305Q: 18 clusters Score -1.664381e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 165837 members 
Mstep: Class 9 contains 172416 members 
Mstep: Class 10 contains 159555 members 
Mstep: Class 12 contains 192707 members 
Mstep: Class 13 contains 167393 members 
Mstep: Class 16 contains 171873 members 
Mstep: Class 17 contains 170622 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438160.000000 Penalty: 59405.718750
Iteration 306Q: 18 clusters Score -1.664382e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13718 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 37365 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 165793 members 
Mstep: Class 9 contains 172412 members 
Mstep: Class 10 contains 159594 members 
Mstep: Class 12 contains 192724 members 
Mstep: Class 13 contains 167386 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 170625 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438336.000000 Penalty: 59405.718750
Iteration 307Q: 18 clusters Score -1.664383e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13719 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 172416 members 
Mstep: Class 10 contains 159607 members 
Mstep: Class 12 contains 192734 members 
Mstep: Class 13 contains 167404 members 
Mstep: Class 16 contains 171855 members 
Mstep: Class 17 contains 170615 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438432.000000 Penalty: 59405.718750
Iteration 308Q: 18 clusters Score -1.664384e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13729 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 165705 members 
Mstep: Class 9 contains 172438 members 
Mstep: Class 10 contains 159621 members 
Mstep: Class 12 contains 192742 members 
Mstep: Class 13 contains 167387 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 170625 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438320.000000 Penalty: 59405.718750
Iteration 309Q: 18 clusters Score -1.664383e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11100 members 
Mstep: Class 6 contains 37368 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 165662 members 
Mstep: Class 9 contains 172476 members 
Mstep: Class 10 contains 159626 members 
Mstep: Class 12 contains 192761 members 
Mstep: Class 13 contains 167372 members 
Mstep: Class 16 contains 171838 members 
Mstep: Class 17 contains 170637 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438256.000000 Penalty: 59405.718750
Iteration 310Q: 18 clusters Score -1.664383e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13736 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 37373 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 165626 members 
Mstep: Class 9 contains 172483 members 
Mstep: Class 10 contains 159638 members 
Mstep: Class 12 contains 192775 members 
Mstep: Class 13 contains 167375 members 
Mstep: Class 16 contains 171827 members 
Mstep: Class 17 contains 170646 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438352.000000 Penalty: 59405.718750
Iteration 311Q: 18 clusters Score -1.664384e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11090 members 
Mstep: Class 6 contains 37375 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 165591 members 
Mstep: Class 9 contains 172510 members 
Mstep: Class 10 contains 159647 members 
Mstep: Class 12 contains 192797 members 
Mstep: Class 13 contains 167352 members 
Mstep: Class 16 contains 171831 members 
Mstep: Class 17 contains 170647 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33119 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438256.000000 Penalty: 59405.718750
Iteration 312Q: 18 clusters Score -1.664383e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13729 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 37378 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 165556 members 
Mstep: Class 9 contains 172541 members 
Mstep: Class 10 contains 159650 members 
Mstep: Class 12 contains 192817 members 
Mstep: Class 13 contains 167320 members 
Mstep: Class 16 contains 171840 members 
Mstep: Class 17 contains 170648 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33121 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438272.000000 Penalty: 59405.718750
Iteration 313Q: 18 clusters Score -1.664383e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13736 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 37380 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 165516 members 
Mstep: Class 9 contains 172560 members 
Mstep: Class 10 contains 159615 members 
Mstep: Class 12 contains 192859 members 
Mstep: Class 13 contains 167317 members 
Mstep: Class 16 contains 171842 members 
Mstep: Class 17 contains 170653 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33119 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438192.000000 Penalty: 59405.718750
Iteration 314Q: 18 clusters Score -1.664382e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13751 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 37379 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 165477 members 
Mstep: Class 9 contains 172617 members 
Mstep: Class 10 contains 159559 members 
Mstep: Class 12 contains 192881 members 
Mstep: Class 13 contains 167302 members 
Mstep: Class 16 contains 171855 members 
Mstep: Class 17 contains 170659 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33119 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438240.000000 Penalty: 59405.718750
Iteration 315Q: 18 clusters Score -1.664382e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11090 members 
Mstep: Class 6 contains 37381 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 165427 members 
Mstep: Class 9 contains 172646 members 
Mstep: Class 10 contains 159508 members 
Mstep: Class 12 contains 192906 members 
Mstep: Class 13 contains 167300 members 
Mstep: Class 16 contains 171860 members 
Mstep: Class 17 contains 170693 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438272.000000 Penalty: 59405.718750
Iteration 316Q: 18 clusters Score -1.664383e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13770 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37385 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 165382 members 
Mstep: Class 9 contains 172675 members 
Mstep: Class 10 contains 159473 members 
Mstep: Class 12 contains 192932 members 
Mstep: Class 13 contains 167308 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 170701 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33119 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438224.000000 Penalty: 59405.718750
Iteration 317Q: 18 clusters Score -1.664382e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13786 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37388 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 165343 members 
Mstep: Class 9 contains 172722 members 
Mstep: Class 10 contains 159412 members 
Mstep: Class 12 contains 192966 members 
Mstep: Class 13 contains 167302 members 
Mstep: Class 16 contains 171864 members 
Mstep: Class 17 contains 170702 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 318Q: 18 clusters Score -1.66438e+08 nChanged 782
Entering ConstructFrom: 
Score: -166438048.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71271.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69679.039062 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69679.04 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70486.609375 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70486.61 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -71154.164062 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -71154.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71602.734375 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -71602.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71748.093750 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -71748.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71805.992188 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71805.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71828.242188 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71828.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71861.804688 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71887.375000 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71887.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71895.750000 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -71895.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71895.750000 Penalty: 3284.217285
	Iteration 10F: 3 clusters Score -71895.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37387 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 165305 members 
Mstep: Class 9 contains 172716 members 
Mstep: Class 10 contains 159361 members 
Mstep: Class 11 contains 619 members 
Mstep: Class 12 contains 193011 members 
Mstep: Class 13 contains 167309 members 
Mstep: Class 16 contains 171908 members 
Mstep: Class 17 contains 170695 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
Score: -166436912.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166438048.000000 to -166436912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -565005.937500 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -565005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -560720.750000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -560720.8 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -561729.187500 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -561729.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -561932.625000 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -561932.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -562076.750000 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -562076.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -562180.187500 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -562180.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -562250.625000 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -562250.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -562309.875000 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -562309.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -562360.812500 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -562360.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -562398.937500 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -562398.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -562435.312500 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -562435.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -562463.437500 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -562463.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -562487.875000 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -562487.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -562513.250000 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -562513.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -562531.687500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -562531.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -562547.875000 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -562547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -562558.062500 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -562558.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -562566.000000 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -562566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -562577.375000 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -562577.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -562589.812500 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -562589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -562598.125000 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -562598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -562609.625000 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -562609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -562618.250000 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -562618.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -562623.750000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -562623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -562630.187500 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -562630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -562636.437500 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -562636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -562642.812500 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -562642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -562645.562500 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -562645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -562649.062500 Penalty: 4171.717773
	Iteration 27Q: 3 clusters Score -562649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -562653.125000 Penalty: 4171.717773
	Iteration 28Q: 3 clusters Score -562653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -562656.375000 Penalty: 4171.717773
	Iteration 29Q: 3 clusters Score -562656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -562663.062500 Penalty: 4171.717773
	Iteration 30Q: 3 clusters Score -562663.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -562671.125000 Penalty: 4171.717773
	Iteration 31Q: 3 clusters Score -562671.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -562682.125000 Penalty: 4171.717773
	Iteration 32Q: 3 clusters Score -562682.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -562696.000000 Penalty: 4171.717773
	Iteration 33Q: 3 clusters Score -562696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -562712.250000 Penalty: 4171.717773
	Iteration 34Q: 3 clusters Score -562712.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -562731.750000 Penalty: 4171.717773
	Iteration 35Q: 3 clusters Score -562731.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -562754.562500 Penalty: 4171.717773
	Iteration 36Q: 3 clusters Score -562754.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -562778.500000 Penalty: 4171.717773
	Iteration 37Q: 3 clusters Score -562778.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -562799.750000 Penalty: 4171.717773
	Iteration 38Q: 3 clusters Score -562799.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -562822.062500 Penalty: 4171.717773
	Iteration 39Q: 3 clusters Score -562822.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -562848.500000 Penalty: 4171.717773
	Iteration 40F: 3 clusters Score -562848.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -562878.312500 Penalty: 4171.717773
	Iteration 41Q: 3 clusters Score -562878.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -562905.437500 Penalty: 4171.717773
	Iteration 42Q: 3 clusters Score -562905.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -562935.562500 Penalty: 4171.717773
	Iteration 43Q: 3 clusters Score -562935.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -562961.250000 Penalty: 4171.717773
	Iteration 44Q: 3 clusters Score -562961.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -562988.375000 Penalty: 4171.717773
	Iteration 45Q: 3 clusters Score -562988.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -563030.750000 Penalty: 4171.717773
	Iteration 46Q: 3 clusters Score -563030.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -563067.625000 Penalty: 4171.717773
	Iteration 47Q: 3 clusters Score -563067.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -563102.375000 Penalty: 4171.717773
	Iteration 48Q: 3 clusters Score -563102.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -563136.500000 Penalty: 4171.717773
	Iteration 49Q: 3 clusters Score -563136.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -563159.875000 Penalty: 4171.717773
	Iteration 50Q: 3 clusters Score -563159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -563182.937500 Penalty: 4171.717773
	Iteration 51Q: 3 clusters Score -563182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -563211.500000 Penalty: 4171.717773
	Iteration 52Q: 3 clusters Score -563211.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -563231.062500 Penalty: 4171.717773
	Iteration 53Q: 3 clusters Score -563231.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -563241.500000 Penalty: 4171.717773
	Iteration 54Q: 3 clusters Score -563241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -563251.437500 Penalty: 4171.717773
	Iteration 55Q: 3 clusters Score -563251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -563264.125000 Penalty: 4171.717773
	Iteration 56Q: 3 clusters Score -563264.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -563271.812500 Penalty: 4171.717773
	Iteration 57Q: 3 clusters Score -563271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -563281.437500 Penalty: 4171.717773
	Iteration 58Q: 3 clusters Score -563281.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -563290.687500 Penalty: 4171.717773
	Iteration 59Q: 3 clusters Score -563290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -563295.812500 Penalty: 4171.717773
	Iteration 60F: 3 clusters Score -563295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -563300.875000 Penalty: 4171.717773
	Iteration 61Q: 3 clusters Score -563300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -563305.125000 Penalty: 4171.717773
	Iteration 62Q: 3 clusters Score -563305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -563310.312500 Penalty: 4171.717773
	Iteration 63Q: 3 clusters Score -563310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -563315.375000 Penalty: 4171.717773
	Iteration 64Q: 3 clusters Score -563315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -563321.000000 Penalty: 4171.717773
	Iteration 65Q: 3 clusters Score -563321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -563325.375000 Penalty: 4171.717773
	Iteration 66Q: 3 clusters Score -563325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -563328.375000 Penalty: 4171.717773
	Iteration 67Q: 3 clusters Score -563328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -563328.687500 Penalty: 4171.717773
	Iteration 68Q: 3 clusters Score -563328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -563328.687500 Penalty: 4171.717773
	Iteration 69F: 3 clusters Score -563328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -1768004.375000 Penalty: 2363.987305
	Iteration 0F: 2 clusters Score -1768004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1757846.750000 Penalty: 4727.974609
	Iteration 0F: 3 clusters Score -1757847 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1761116.250000 Penalty: 4727.974609
	Iteration 1F: 3 clusters Score -1761116 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1761810.500000 Penalty: 4727.974609
	Iteration 2F: 3 clusters Score -1761810 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1762515.750000 Penalty: 4727.974609
	Iteration 3F: 3 clusters Score -1762516 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1763267.500000 Penalty: 4727.974609
	Iteration 4F: 3 clusters Score -1763268 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1764050.125000 Penalty: 4727.974609
	Iteration 5F: 3 clusters Score -1764050 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1764733.250000 Penalty: 4727.974609
	Iteration 6F: 3 clusters Score -1764733 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1765210.500000 Penalty: 4727.974609
	Iteration 7F: 3 clusters Score -1765210 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1765522.625000 Penalty: 4727.974609
	Iteration 8Q: 3 clusters Score -1765523 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1765753.500000 Penalty: 4727.974609
	Iteration 9Q: 3 clusters Score -1765754 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1765939.375000 Penalty: 4727.974609
	Iteration 10Q: 3 clusters Score -1765939 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1766089.625000 Penalty: 4727.974609
	Iteration 11Q: 3 clusters Score -1766090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1766206.250000 Penalty: 4727.974609
	Iteration 12Q: 3 clusters Score -1766206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1766317.250000 Penalty: 4727.974609
	Iteration 13Q: 3 clusters Score -1766317 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1766427.375000 Penalty: 4727.974609
	Iteration 14Q: 3 clusters Score -1766427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1766501.125000 Penalty: 4727.974609
	Iteration 15Q: 3 clusters Score -1766501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1766551.875000 Penalty: 4727.974609
	Iteration 16Q: 3 clusters Score -1766552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1766594.625000 Penalty: 4727.974609
	Iteration 17Q: 3 clusters Score -1766595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1766630.875000 Penalty: 4727.974609
	Iteration 18Q: 3 clusters Score -1766631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1766658.500000 Penalty: 4727.974609
	Iteration 19Q: 3 clusters Score -1766658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1766676.750000 Penalty: 4727.974609
	Iteration 20F: 3 clusters Score -1766677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1766689.875000 Penalty: 4727.974609
	Iteration 21Q: 3 clusters Score -1766690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1766700.500000 Penalty: 4727.974609
	Iteration 22Q: 3 clusters Score -1766700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1766707.000000 Penalty: 4727.974609
	Iteration 23Q: 3 clusters Score -1766707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1766721.750000 Penalty: 4727.974609
	Iteration 24Q: 3 clusters Score -1766722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1766721.875000 Penalty: 4727.974609
	Iteration 25Q: 3 clusters Score -1766722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1766726.500000 Penalty: 4727.974609
	Iteration 26Q: 3 clusters Score -1766726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1766728.625000 Penalty: 4727.974609
	Iteration 27Q: 3 clusters Score -1766729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1766737.875000 Penalty: 4727.974609
	Iteration 28Q: 3 clusters Score -1766738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1766735.125000 Penalty: 4727.974609
	Iteration 29Q: 3 clusters Score -1766735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1766741.125000 Penalty: 4727.974609
	Iteration 30Q: 3 clusters Score -1766741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1766743.125000 Penalty: 4727.974609
	Iteration 31Q: 3 clusters Score -1766743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1766743.250000 Penalty: 4727.974609
	Iteration 32Q: 3 clusters Score -1766743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1766744.125000 Penalty: 4727.974609
	Iteration 33Q: 3 clusters Score -1766744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1766741.875000 Penalty: 4727.974609
	Iteration 34Q: 3 clusters Score -1766742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1766743.625000 Penalty: 4727.974609
	Iteration 35Q: 3 clusters Score -1766744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1766746.125000 Penalty: 4727.974609
	Iteration 36Q: 3 clusters Score -1766746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1766743.125000 Penalty: 4727.974609
	Iteration 37Q: 3 clusters Score -1766743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1766743.375000 Penalty: 4727.974609
	Iteration 38Q: 3 clusters Score -1766743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1766745.750000 Penalty: 4727.974609
	Iteration 39Q: 3 clusters Score -1766746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1766743.750000 Penalty: 4727.974609
	Iteration 40F: 3 clusters Score -1766744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1766743.750000 Penalty: 4727.974609
	Iteration 41Q: 3 clusters Score -1766744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1766744.250000 Penalty: 4727.974609
	Iteration 42Q: 3 clusters Score -1766744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1766746.250000 Penalty: 4727.974609
	Iteration 43Q: 3 clusters Score -1766746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1766747.625000 Penalty: 4727.974609
	Iteration 44Q: 3 clusters Score -1766748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1766747.250000 Penalty: 4727.974609
	Iteration 45Q: 3 clusters Score -1766747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1766745.375000 Penalty: 4727.974609
	Iteration 46Q: 3 clusters Score -1766745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1766745.375000 Penalty: 4727.974609
	Iteration 47F: 3 clusters Score -1766745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136182.390625 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136182.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136667.187500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136667.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136993.156250 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -136993.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137285.500000 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -137285.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137573.312500 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -137573.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137852.609375 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -137852.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138135.562500 Penalty: 3552.549072
	Iteration 6F: 3 clusters Score -138135.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138401.484375 Penalty: 3552.549072
	Iteration 7F: 3 clusters Score -138401.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138656.859375 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -138656.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138904.984375 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -138905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139073.562500 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -139073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139426.343750 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -139426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139442.250000 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -139442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139445.640625 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -139445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -139446.968750 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -139447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139447.953125 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -139448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139447.953125 Penalty: 3552.549072
	Iteration 16F: 3 clusters Score -139448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37387 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 165305 members 
Mstep: Class 9 contains 172716 members 
Mstep: Class 10 contains 159361 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 193011 members 
Mstep: Class 13 contains 167309 members 
Mstep: Class 16 contains 171908 members 
Mstep: Class 17 contains 170695 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
Score: -166437664.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166438048.000000 to -166437664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -1366817.875000 Penalty: 2309.934082
	Iteration 0F: 2 clusters Score -1366818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1358483.250000 Penalty: 4619.868164
	Iteration 0F: 3 clusters Score -1358483 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1360878.000000 Penalty: 4619.868164
	Iteration 1F: 3 clusters Score -1360878 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1361197.125000 Penalty: 4619.868164
	Iteration 2F: 3 clusters Score -1361197 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1361462.750000 Penalty: 4619.868164
	Iteration 3F: 3 clusters Score -1361463 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1361726.625000 Penalty: 4619.868164
	Iteration 4Q: 3 clusters Score -1361727 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1361974.000000 Penalty: 4619.868164
	Iteration 5Q: 3 clusters Score -1361974 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1362203.250000 Penalty: 4619.868164
	Iteration 6Q: 3 clusters Score -1362203 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1362444.625000 Penalty: 4619.868164
	Iteration 7Q: 3 clusters Score -1362445 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1362650.000000 Penalty: 4619.868164
	Iteration 8Q: 3 clusters Score -1362650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1362867.000000 Penalty: 4619.868164
	Iteration 9Q: 3 clusters Score -1362867 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1363094.125000 Penalty: 4619.868164
	Iteration 10Q: 3 clusters Score -1363094 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1363305.750000 Penalty: 4619.868164
	Iteration 11Q: 3 clusters Score -1363306 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1363505.250000 Penalty: 4619.868164
	Iteration 12Q: 3 clusters Score -1363505 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1363731.750000 Penalty: 4619.868164
	Iteration 13Q: 3 clusters Score -1363732 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1363995.000000 Penalty: 4619.868164
	Iteration 14Q: 3 clusters Score -1363995 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1364229.375000 Penalty: 4619.868164
	Iteration 15Q: 3 clusters Score -1364229 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1364411.625000 Penalty: 4619.868164
	Iteration 16Q: 3 clusters Score -1364412 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1364571.000000 Penalty: 4619.868164
	Iteration 17Q: 3 clusters Score -1364571 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1364686.000000 Penalty: 4619.868164
	Iteration 18Q: 3 clusters Score -1364686 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1364780.875000 Penalty: 4619.868164
	Iteration 19Q: 3 clusters Score -1364781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1364882.500000 Penalty: 4619.868164
	Iteration 20F: 3 clusters Score -1364882 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1364968.750000 Penalty: 4619.868164
	Iteration 21Q: 3 clusters Score -1364969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1365041.250000 Penalty: 4619.868164
	Iteration 22Q: 3 clusters Score -1365041 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1365123.625000 Penalty: 4619.868164
	Iteration 23Q: 3 clusters Score -1365124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1365244.500000 Penalty: 4619.868164
	Iteration 24Q: 3 clusters Score -1365244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1365385.500000 Penalty: 4619.868164
	Iteration 25Q: 3 clusters Score -1365386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1365497.250000 Penalty: 4619.868164
	Iteration 26Q: 3 clusters Score -1365497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1365612.250000 Penalty: 4619.868164
	Iteration 27Q: 3 clusters Score -1365612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1365688.750000 Penalty: 4619.868164
	Iteration 28Q: 3 clusters Score -1365689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1365759.750000 Penalty: 4619.868164
	Iteration 29Q: 3 clusters Score -1365760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1365826.500000 Penalty: 4619.868164
	Iteration 30Q: 3 clusters Score -1365826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1365865.500000 Penalty: 4619.868164
	Iteration 31Q: 3 clusters Score -1365866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1365896.625000 Penalty: 4619.868164
	Iteration 32Q: 3 clusters Score -1365897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1365911.875000 Penalty: 4619.868164
	Iteration 33Q: 3 clusters Score -1365912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1365926.875000 Penalty: 4619.868164
	Iteration 34Q: 3 clusters Score -1365927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1365935.500000 Penalty: 4619.868164
	Iteration 35Q: 3 clusters Score -1365936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1365942.125000 Penalty: 4619.868164
	Iteration 36Q: 3 clusters Score -1365942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1365944.625000 Penalty: 4619.868164
	Iteration 37Q: 3 clusters Score -1365945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1365946.250000 Penalty: 4619.868164
	Iteration 38Q: 3 clusters Score -1365946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1365950.125000 Penalty: 4619.868164
	Iteration 39Q: 3 clusters Score -1365950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1365949.875000 Penalty: 4619.868164
	Iteration 40F: 3 clusters Score -1365950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1365947.750000 Penalty: 4619.868164
	Iteration 41Q: 3 clusters Score -1365948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1365951.250000 Penalty: 4619.868164
	Iteration 42Q: 3 clusters Score -1365951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1365953.250000 Penalty: 4619.868164
	Iteration 43Q: 3 clusters Score -1365953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1365952.500000 Penalty: 4619.868164
	Iteration 44Q: 3 clusters Score -1365952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1365952.375000 Penalty: 4619.868164
	Iteration 45Q: 3 clusters Score -1365952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1365952.875000 Penalty: 4619.868164
	Iteration 46Q: 3 clusters Score -1365953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1365951.500000 Penalty: 4619.868164
	Iteration 47Q: 3 clusters Score -1365952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1365951.500000 Penalty: 4619.868164
	Iteration 48F: 3 clusters Score -1365952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Entering Unmasked Estep 
Score: -4739651.000000 Penalty: 2611.211426
	Iteration 0F: 2 clusters Score -4739651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4714348.500000 Penalty: 5222.422852
	Iteration 0F: 3 clusters Score -4714348 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4723491.000000 Penalty: 5222.422852
	Iteration 1F: 3 clusters Score -4723491 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4723893.000000 Penalty: 5222.422852
	Iteration 2Q: 3 clusters Score -4723893 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4724200.500000 Penalty: 5222.422852
	Iteration 3Q: 3 clusters Score -4724200 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4724508.500000 Penalty: 5222.422852
	Iteration 4Q: 3 clusters Score -4724508 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4724794.000000 Penalty: 5222.422852
	Iteration 5Q: 3 clusters Score -4724794 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4725109.000000 Penalty: 5222.422852
	Iteration 6Q: 3 clusters Score -4725109 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4725549.500000 Penalty: 5222.422852
	Iteration 7Q: 3 clusters Score -4725550 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4726146.500000 Penalty: 5222.422852
	Iteration 8Q: 3 clusters Score -4726146 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4727133.500000 Penalty: 5222.422852
	Iteration 9F: 3 clusters Score -4727134 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4728689.500000 Penalty: 5222.422852
	Iteration 10F: 3 clusters Score -4728690 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4730835.500000 Penalty: 5222.422852
	Iteration 11F: 3 clusters Score -4730836 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4733261.000000 Penalty: 5222.422852
	Iteration 12F: 3 clusters Score -4733261 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4735251.000000 Penalty: 5222.422852
	Iteration 13F: 3 clusters Score -4735251 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4736384.000000 Penalty: 5222.422852
	Iteration 14Q: 3 clusters Score -4736384 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4736888.500000 Penalty: 5222.422852
	Iteration 15Q: 3 clusters Score -4736888 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4737115.500000 Penalty: 5222.422852
	Iteration 16Q: 3 clusters Score -4737116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4737206.000000 Penalty: 5222.422852
	Iteration 17Q: 3 clusters Score -4737206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4737241.500000 Penalty: 5222.422852
	Iteration 18Q: 3 clusters Score -4737242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4737286.500000 Penalty: 5222.422852
	Iteration 19Q: 3 clusters Score -4737286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4737312.000000 Penalty: 5222.422852
	Iteration 20F: 3 clusters Score -4737312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4737335.500000 Penalty: 5222.422852
	Iteration 21Q: 3 clusters Score -4737336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4737340.500000 Penalty: 5222.422852
	Iteration 22Q: 3 clusters Score -4737340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4737341.000000 Penalty: 5222.422852
	Iteration 23Q: 3 clusters Score -4737341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4737339.500000 Penalty: 5222.422852
	Iteration 24Q: 3 clusters Score -4737340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4737349.500000 Penalty: 5222.422852
	Iteration 25Q: 3 clusters Score -4737350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4737358.000000 Penalty: 5222.422852
	Iteration 26Q: 3 clusters Score -4737358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4737358.000000 Penalty: 5222.422852
	Iteration 27F: 3 clusters Score -4737358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1521119.125000 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -1521119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1512231.375000 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -1512231 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1514915.625000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -1514916 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1515243.125000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -1515243 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1515509.750000 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -1515510 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1515745.750000 Penalty: 4651.893066
	Iteration 4Q: 3 clusters Score -1515746 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1515988.625000 Penalty: 4651.893066
	Iteration 5Q: 3 clusters Score -1515989 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1516244.375000 Penalty: 4651.893066
	Iteration 6Q: 3 clusters Score -1516244 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1516520.000000 Penalty: 4651.893066
	Iteration 7Q: 3 clusters Score -1516520 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1516833.125000 Penalty: 4651.893066
	Iteration 8Q: 3 clusters Score -1516833 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1517140.750000 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -1517141 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1517388.375000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -1517388 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1517619.250000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -1517619 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1517816.875000 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -1517817 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1517971.125000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -1517971 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1518095.500000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -1518096 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1518178.375000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -1518178 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1518246.250000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -1518246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1518288.750000 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -1518289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1518318.125000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -1518318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1518339.750000 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -1518340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1518362.125000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -1518362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1518382.250000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -1518382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1518393.375000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -1518393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1518408.500000 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -1518408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1518416.250000 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -1518416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1518423.750000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -1518424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1518431.750000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -1518432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1518440.875000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -1518441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1518456.250000 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -1518456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1518461.250000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -1518461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1518479.500000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -1518480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1518485.750000 Penalty: 4651.893066
	Iteration 31Q: 3 clusters Score -1518486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1518493.750000 Penalty: 4651.893066
	Iteration 32Q: 3 clusters Score -1518494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1518501.500000 Penalty: 4651.893066
	Iteration 33Q: 3 clusters Score -1518502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1518510.375000 Penalty: 4651.893066
	Iteration 34Q: 3 clusters Score -1518510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1518520.000000 Penalty: 4651.893066
	Iteration 35Q: 3 clusters Score -1518520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1518531.500000 Penalty: 4651.893066
	Iteration 36Q: 3 clusters Score -1518532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1518544.625000 Penalty: 4651.893066
	Iteration 37Q: 3 clusters Score -1518545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1518555.500000 Penalty: 4651.893066
	Iteration 38Q: 3 clusters Score -1518556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1518566.500000 Penalty: 4651.893066
	Iteration 39Q: 3 clusters Score -1518566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1518580.000000 Penalty: 4651.893066
	Iteration 40F: 3 clusters Score -1518580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1518591.500000 Penalty: 4651.893066
	Iteration 41Q: 3 clusters Score -1518592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1518602.375000 Penalty: 4651.893066
	Iteration 42Q: 3 clusters Score -1518602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1518622.375000 Penalty: 4651.893066
	Iteration 43Q: 3 clusters Score -1518622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1518633.375000 Penalty: 4651.893066
	Iteration 44Q: 3 clusters Score -1518633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1518650.625000 Penalty: 4651.893066
	Iteration 45Q: 3 clusters Score -1518651 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1518670.500000 Penalty: 4651.893066
	Iteration 46Q: 3 clusters Score -1518670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1518690.000000 Penalty: 4651.893066
	Iteration 47Q: 3 clusters Score -1518690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1518725.875000 Penalty: 4651.893066
	Iteration 48Q: 3 clusters Score -1518726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1518767.500000 Penalty: 4651.893066
	Iteration 49Q: 3 clusters Score -1518768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1518815.000000 Penalty: 4651.893066
	Iteration 50Q: 3 clusters Score -1518815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1518869.625000 Penalty: 4651.893066
	Iteration 51Q: 3 clusters Score -1518870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1518924.500000 Penalty: 4651.893066
	Iteration 52Q: 3 clusters Score -1518924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1518987.750000 Penalty: 4651.893066
	Iteration 53Q: 3 clusters Score -1518988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1519057.750000 Penalty: 4651.893066
	Iteration 54Q: 3 clusters Score -1519058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1519126.750000 Penalty: 4651.893066
	Iteration 55Q: 3 clusters Score -1519127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1519198.250000 Penalty: 4651.893066
	Iteration 56Q: 3 clusters Score -1519198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1519272.625000 Penalty: 4651.893066
	Iteration 57Q: 3 clusters Score -1519273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1519329.125000 Penalty: 4651.893066
	Iteration 58Q: 3 clusters Score -1519329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1519398.875000 Penalty: 4651.893066
	Iteration 59Q: 3 clusters Score -1519399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1519465.625000 Penalty: 4651.893066
	Iteration 60F: 3 clusters Score -1519466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1519535.125000 Penalty: 4651.893066
	Iteration 61Q: 3 clusters Score -1519535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1519593.125000 Penalty: 4651.893066
	Iteration 62Q: 3 clusters Score -1519593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1519624.250000 Penalty: 4651.893066
	Iteration 63Q: 3 clusters Score -1519624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1519647.875000 Penalty: 4651.893066
	Iteration 64Q: 3 clusters Score -1519648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1519664.625000 Penalty: 4651.893066
	Iteration 65Q: 3 clusters Score -1519665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1519681.500000 Penalty: 4651.893066
	Iteration 66Q: 3 clusters Score -1519682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1519694.500000 Penalty: 4651.893066
	Iteration 67Q: 3 clusters Score -1519694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1519705.750000 Penalty: 4651.893066
	Iteration 68Q: 3 clusters Score -1519706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1519718.750000 Penalty: 4651.893066
	Iteration 69Q: 3 clusters Score -1519719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1519720.625000 Penalty: 4651.893066
	Iteration 70Q: 3 clusters Score -1519721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1519725.250000 Penalty: 4651.893066
	Iteration 71Q: 3 clusters Score -1519725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1519730.875000 Penalty: 4651.893066
	Iteration 72Q: 3 clusters Score -1519731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1519733.625000 Penalty: 4651.893066
	Iteration 73Q: 3 clusters Score -1519734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1519736.250000 Penalty: 4651.893066
	Iteration 74Q: 3 clusters Score -1519736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1519736.625000 Penalty: 4651.893066
	Iteration 75Q: 3 clusters Score -1519737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1519739.250000 Penalty: 4651.893066
	Iteration 76Q: 3 clusters Score -1519739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1519741.000000 Penalty: 4651.893066
	Iteration 77Q: 3 clusters Score -1519741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1519740.250000 Penalty: 4651.893066
	Iteration 78Q: 3 clusters Score -1519740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1519737.875000 Penalty: 4651.893066
	Iteration 79Q: 3 clusters Score -1519738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1519743.750000 Penalty: 4651.893066
	Iteration 80F: 3 clusters Score -1519744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1519744.500000 Penalty: 4651.893066
	Iteration 81Q: 3 clusters Score -1519744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1519743.250000 Penalty: 4651.893066
	Iteration 82Q: 3 clusters Score -1519743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1519741.875000 Penalty: 4651.893066
	Iteration 83Q: 3 clusters Score -1519742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1519744.750000 Penalty: 4651.893066
	Iteration 84Q: 3 clusters Score -1519745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1519745.500000 Penalty: 4651.893066
	Iteration 85Q: 3 clusters Score -1519746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1519745.750000 Penalty: 4651.893066
	Iteration 86Q: 3 clusters Score -1519746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1519749.125000 Penalty: 4651.893066
	Iteration 87Q: 3 clusters Score -1519749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1519748.875000 Penalty: 4651.893066
	Iteration 88Q: 3 clusters Score -1519749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1519748.875000 Penalty: 4651.893066
	Iteration 89F: 3 clusters Score -1519749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Entering Unmasked Estep 
Score: -21368034.000000 Penalty: 2979.855957
	Iteration 0F: 2 clusters Score -2.136803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -21259960.000000 Penalty: 5959.711914
	Iteration 0F: 3 clusters Score -2.125996e+07 nChanged 78916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -21305480.000000 Penalty: 5959.711914
	Iteration 1F: 3 clusters Score -2.130548e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -21306472.000000 Penalty: 5959.711914
	Iteration 2Q: 3 clusters Score -2.130647e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -21307618.000000 Penalty: 5959.711914
	Iteration 3Q: 3 clusters Score -2.130762e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -21309610.000000 Penalty: 5959.711914
	Iteration 4Q: 3 clusters Score -2.130961e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -21312668.000000 Penalty: 5959.711914
	Iteration 5Q: 3 clusters Score -2.131267e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -21317778.000000 Penalty: 5959.711914
	Iteration 6F: 3 clusters Score -2.131778e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -21326146.000000 Penalty: 5959.711914
	Iteration 7F: 3 clusters Score -2.132615e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 123707 members 
Entering Unmasked Estep 
Score: -21336942.000000 Penalty: 5959.711914
	Iteration 8F: 3 clusters Score -2.133694e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 132905 members 
Entering Unmasked Estep 
Score: -21348144.000000 Penalty: 5959.711914
	Iteration 9F: 3 clusters Score -2.134814e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -21357390.000000 Penalty: 5959.711914
	Iteration 10Q: 3 clusters Score -2.135739e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -21361172.000000 Penalty: 5959.711914
	Iteration 11Q: 3 clusters Score -2.136117e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -21362122.000000 Penalty: 5959.711914
	Iteration 12Q: 3 clusters Score -2.136212e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -21362480.000000 Penalty: 5959.711914
	Iteration 13Q: 3 clusters Score -2.136248e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -21362836.000000 Penalty: 5959.711914
	Iteration 14Q: 3 clusters Score -2.136284e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -21363206.000000 Penalty: 5959.711914
	Iteration 15Q: 3 clusters Score -2.136321e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -21363434.000000 Penalty: 5959.711914
	Iteration 16Q: 3 clusters Score -2.136343e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 146385 members 
Entering Unmasked Estep 
Score: -21363646.000000 Penalty: 5959.711914
	Iteration 17Q: 3 clusters Score -2.136365e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -21363766.000000 Penalty: 5959.711914
	Iteration 18Q: 3 clusters Score -2.136377e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -21363958.000000 Penalty: 5959.711914
	Iteration 19Q: 3 clusters Score -2.136396e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -21364174.000000 Penalty: 5959.711914
	Iteration 20F: 3 clusters Score -2.136417e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 149631 members 
Entering Unmasked Estep 
Score: -21364232.000000 Penalty: 5959.711914
	Iteration 21Q: 3 clusters Score -2.136423e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -21364386.000000 Penalty: 5959.711914
	Iteration 22Q: 3 clusters Score -2.136439e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -21364470.000000 Penalty: 5959.711914
	Iteration 23Q: 3 clusters Score -2.136447e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -21364568.000000 Penalty: 5959.711914
	Iteration 24Q: 3 clusters Score -2.136457e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 152314 members 
Entering Unmasked Estep 
Score: -21364638.000000 Penalty: 5959.711914
	Iteration 25Q: 3 clusters Score -2.136464e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -21364770.000000 Penalty: 5959.711914
	Iteration 26Q: 3 clusters Score -2.136477e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -21364880.000000 Penalty: 5959.711914
	Iteration 27Q: 3 clusters Score -2.136488e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -21364930.000000 Penalty: 5959.711914
	Iteration 28Q: 3 clusters Score -2.136493e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -21365128.000000 Penalty: 5959.711914
	Iteration 29Q: 3 clusters Score -2.136513e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -21365212.000000 Penalty: 5959.711914
	Iteration 30Q: 3 clusters Score -2.136521e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 155855 members 
Entering Unmasked Estep 
Score: -21365316.000000 Penalty: 5959.711914
	Iteration 31Q: 3 clusters Score -2.136532e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -21365438.000000 Penalty: 5959.711914
	Iteration 32Q: 3 clusters Score -2.136544e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -21365584.000000 Penalty: 5959.711914
	Iteration 33Q: 3 clusters Score -2.136558e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -21365638.000000 Penalty: 5959.711914
	Iteration 34Q: 3 clusters Score -2.136564e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -21365706.000000 Penalty: 5959.711914
	Iteration 35Q: 3 clusters Score -2.136571e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -21365776.000000 Penalty: 5959.711914
	Iteration 36Q: 3 clusters Score -2.136578e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -21365856.000000 Penalty: 5959.711914
	Iteration 37Q: 3 clusters Score -2.136586e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -21365890.000000 Penalty: 5959.711914
	Iteration 38Q: 3 clusters Score -2.136589e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -21365938.000000 Penalty: 5959.711914
	Iteration 39Q: 3 clusters Score -2.136594e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -21365938.000000 Penalty: 5959.711914
	Iteration 40F: 3 clusters Score -2.136594e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -21365988.000000 Penalty: 5959.711914
	Iteration 41Q: 3 clusters Score -2.136599e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -21365996.000000 Penalty: 5959.711914
	Iteration 42Q: 3 clusters Score -2.1366e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -21366052.000000 Penalty: 5959.711914
	Iteration 43Q: 3 clusters Score -2.136605e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -21366100.000000 Penalty: 5959.711914
	Iteration 44Q: 3 clusters Score -2.13661e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -21366100.000000 Penalty: 5959.711914
	Iteration 45Q: 3 clusters Score -2.13661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -21366126.000000 Penalty: 5959.711914
	Iteration 46Q: 3 clusters Score -2.136613e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -21366152.000000 Penalty: 5959.711914
	Iteration 47Q: 3 clusters Score -2.136615e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -21366176.000000 Penalty: 5959.711914
	Iteration 48Q: 3 clusters Score -2.136618e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -21366156.000000 Penalty: 5959.711914
	Iteration 49Q: 3 clusters Score -2.136616e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 161511 members 
Entering Unmasked Estep 
Score: -21366202.000000 Penalty: 5959.711914
	Iteration 50Q: 3 clusters Score -2.13662e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 161604 members 
Entering Unmasked Estep 
Score: -21366190.000000 Penalty: 5959.711914
	Iteration 51Q: 3 clusters Score -2.136619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -21366224.000000 Penalty: 5959.711914
	Iteration 52Q: 3 clusters Score -2.136622e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -21366200.000000 Penalty: 5959.711914
	Iteration 53Q: 3 clusters Score -2.13662e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -21366200.000000 Penalty: 5959.711914
	Iteration 54Q: 3 clusters Score -2.13662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -21366238.000000 Penalty: 5959.711914
	Iteration 55Q: 3 clusters Score -2.136624e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -21366234.000000 Penalty: 5959.711914
	Iteration 56Q: 3 clusters Score -2.136623e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -21366268.000000 Penalty: 5959.711914
	Iteration 57Q: 3 clusters Score -2.136627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 162179 members 
Entering Unmasked Estep 
Score: -21366266.000000 Penalty: 5959.711914
	Iteration 58Q: 3 clusters Score -2.136627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -21366254.000000 Penalty: 5959.711914
	Iteration 59Q: 3 clusters Score -2.136625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -21366256.000000 Penalty: 5959.711914
	Iteration 60F: 3 clusters Score -2.136626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -21366260.000000 Penalty: 5959.711914
	Iteration 61Q: 3 clusters Score -2.136626e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -21366252.000000 Penalty: 5959.711914
	Iteration 62Q: 3 clusters Score -2.136625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -21366250.000000 Penalty: 5959.711914
	Iteration 63Q: 3 clusters Score -2.136625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -21366252.000000 Penalty: 5959.711914
	Iteration 64Q: 3 clusters Score -2.136625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -21366250.000000 Penalty: 5959.711914
	Iteration 65Q: 3 clusters Score -2.136625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -21366248.000000 Penalty: 5959.711914
	Iteration 66Q: 3 clusters Score -2.136625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -21366254.000000 Penalty: 5959.711914
	Iteration 67Q: 3 clusters Score -2.136625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -21366258.000000 Penalty: 5959.711914
	Iteration 68Q: 3 clusters Score -2.136626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 162721 members 
Entering Unmasked Estep 
Score: -21366280.000000 Penalty: 5959.711914
	Iteration 69Q: 3 clusters Score -2.136628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 162754 members 
Entering Unmasked Estep 
Score: -21366256.000000 Penalty: 5959.711914
	Iteration 70Q: 3 clusters Score -2.136626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 162779 members 
Entering Unmasked Estep 
Score: -21366272.000000 Penalty: 5959.711914
	Iteration 71Q: 3 clusters Score -2.136627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 162807 members 
Entering Unmasked Estep 
Score: -21366260.000000 Penalty: 5959.711914
	Iteration 72Q: 3 clusters Score -2.136626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -21366290.000000 Penalty: 5959.711914
	Iteration 73Q: 3 clusters Score -2.136629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -21366288.000000 Penalty: 5959.711914
	Iteration 74Q: 3 clusters Score -2.136629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -21366284.000000 Penalty: 5959.711914
	Iteration 75Q: 3 clusters Score -2.136628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -21366284.000000 Penalty: 5959.711914
	Iteration 76Q: 3 clusters Score -2.136628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -21366298.000000 Penalty: 5959.711914
	Iteration 77Q: 3 clusters Score -2.13663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -21366306.000000 Penalty: 5959.711914
	Iteration 78Q: 3 clusters Score -2.136631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -21366298.000000 Penalty: 5959.711914
	Iteration 79Q: 3 clusters Score -2.13663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 162909 members 
Entering Unmasked Estep 
Score: -21366280.000000 Penalty: 5959.711914
	Iteration 80F: 3 clusters Score -2.136628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -21366282.000000 Penalty: 5959.711914
	Iteration 81Q: 3 clusters Score -2.136628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -21366294.000000 Penalty: 5959.711914
	Iteration 82Q: 3 clusters Score -2.136629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21366290.000000 Penalty: 5959.711914
	Iteration 83Q: 3 clusters Score -2.136629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -21366290.000000 Penalty: 5959.711914
	Iteration 84Q: 3 clusters Score -2.136629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -21366290.000000 Penalty: 5959.711914
	Iteration 85F: 3 clusters Score -2.136629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Entering Unmasked Estep 
Score: -22360058.000000 Penalty: 2990.732178
	Iteration 0F: 2 clusters Score -2.236006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -22247678.000000 Penalty: 5981.464355
	Iteration 0F: 3 clusters Score -2.224768e+07 nChanged 82932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -22296194.000000 Penalty: 5981.464355
	Iteration 1F: 3 clusters Score -2.229619e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -22297464.000000 Penalty: 5981.464355
	Iteration 2Q: 3 clusters Score -2.229746e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -22299058.000000 Penalty: 5981.464355
	Iteration 3Q: 3 clusters Score -2.229906e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -22300856.000000 Penalty: 5981.464355
	Iteration 4Q: 3 clusters Score -2.230086e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -22302670.000000 Penalty: 5981.464355
	Iteration 5Q: 3 clusters Score -2.230267e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -22305194.000000 Penalty: 5981.464355
	Iteration 6Q: 3 clusters Score -2.230519e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -22308374.000000 Penalty: 5981.464355
	Iteration 7Q: 3 clusters Score -2.230837e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -22312842.000000 Penalty: 5981.464355
	Iteration 8Q: 3 clusters Score -2.231284e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -22318544.000000 Penalty: 5981.464355
	Iteration 9F: 3 clusters Score -2.231854e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -22325334.000000 Penalty: 5981.464355
	Iteration 10F: 3 clusters Score -2.232533e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -22330276.000000 Penalty: 5981.464355
	Iteration 11F: 3 clusters Score -2.233028e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -22333006.000000 Penalty: 5981.464355
	Iteration 12Q: 3 clusters Score -2.233301e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -22334138.000000 Penalty: 5981.464355
	Iteration 13Q: 3 clusters Score -2.233414e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 106936 members 
Entering Unmasked Estep 
Score: -22334834.000000 Penalty: 5981.464355
	Iteration 14Q: 3 clusters Score -2.233483e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -22335080.000000 Penalty: 5981.464355
	Iteration 15Q: 3 clusters Score -2.233508e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -22335556.000000 Penalty: 5981.464355
	Iteration 16Q: 3 clusters Score -2.233556e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -22335892.000000 Penalty: 5981.464355
	Iteration 17Q: 3 clusters Score -2.233589e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -22336384.000000 Penalty: 5981.464355
	Iteration 18Q: 3 clusters Score -2.233638e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -22336826.000000 Penalty: 5981.464355
	Iteration 19Q: 3 clusters Score -2.233683e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -22337360.000000 Penalty: 5981.464355
	Iteration 20F: 3 clusters Score -2.233736e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -22337924.000000 Penalty: 5981.464355
	Iteration 21Q: 3 clusters Score -2.233792e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 124380 members 
Entering Unmasked Estep 
Score: -22338652.000000 Penalty: 5981.464355
	Iteration 22Q: 3 clusters Score -2.233865e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -22339558.000000 Penalty: 5981.464355
	Iteration 23Q: 3 clusters Score -2.233956e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -22340452.000000 Penalty: 5981.464355
	Iteration 24Q: 3 clusters Score -2.234045e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -22341498.000000 Penalty: 5981.464355
	Iteration 25Q: 3 clusters Score -2.23415e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 136688 members 
Entering Unmasked Estep 
Score: -22342506.000000 Penalty: 5981.464355
	Iteration 26Q: 3 clusters Score -2.234251e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -22343794.000000 Penalty: 5981.464355
	Iteration 27Q: 3 clusters Score -2.234379e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -22345322.000000 Penalty: 5981.464355
	Iteration 28Q: 3 clusters Score -2.234532e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 147037 members 
Entering Unmasked Estep 
Score: -22346936.000000 Penalty: 5981.464355
	Iteration 29Q: 3 clusters Score -2.234694e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -22348610.000000 Penalty: 5981.464355
	Iteration 30Q: 3 clusters Score -2.234861e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -22350100.000000 Penalty: 5981.464355
	Iteration 31Q: 3 clusters Score -2.23501e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -22351390.000000 Penalty: 5981.464355
	Iteration 32Q: 3 clusters Score -2.235139e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -22352582.000000 Penalty: 5981.464355
	Iteration 33Q: 3 clusters Score -2.235258e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -22353730.000000 Penalty: 5981.464355
	Iteration 34Q: 3 clusters Score -2.235373e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -22354716.000000 Penalty: 5981.464355
	Iteration 35Q: 3 clusters Score -2.235472e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -22355458.000000 Penalty: 5981.464355
	Iteration 36Q: 3 clusters Score -2.235546e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -22356188.000000 Penalty: 5981.464355
	Iteration 37Q: 3 clusters Score -2.235619e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -22356792.000000 Penalty: 5981.464355
	Iteration 38Q: 3 clusters Score -2.235679e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -22357160.000000 Penalty: 5981.464355
	Iteration 39Q: 3 clusters Score -2.235716e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -22357360.000000 Penalty: 5981.464355
	Iteration 40F: 3 clusters Score -2.235736e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -22357372.000000 Penalty: 5981.464355
	Iteration 41Q: 3 clusters Score -2.235737e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 171064 members 
Entering Unmasked Estep 
Score: -22357528.000000 Penalty: 5981.464355
	Iteration 42Q: 3 clusters Score -2.235753e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 171280 members 
Entering Unmasked Estep 
Score: -22357682.000000 Penalty: 5981.464355
	Iteration 43Q: 3 clusters Score -2.235768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 171431 members 
Entering Unmasked Estep 
Score: -22357690.000000 Penalty: 5981.464355
	Iteration 44Q: 3 clusters Score -2.235769e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -22357672.000000 Penalty: 5981.464355
	Iteration 45Q: 3 clusters Score -2.235767e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -22357728.000000 Penalty: 5981.464355
	Iteration 46Q: 3 clusters Score -2.235773e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -22357772.000000 Penalty: 5981.464355
	Iteration 47Q: 3 clusters Score -2.235777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -22357780.000000 Penalty: 5981.464355
	Iteration 48Q: 3 clusters Score -2.235778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 171744 members 
Entering Unmasked Estep 
Score: -22357760.000000 Penalty: 5981.464355
	Iteration 49Q: 3 clusters Score -2.235776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -22357790.000000 Penalty: 5981.464355
	Iteration 50Q: 3 clusters Score -2.235779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -22357854.000000 Penalty: 5981.464355
	Iteration 51Q: 3 clusters Score -2.235785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -22357852.000000 Penalty: 5981.464355
	Iteration 52Q: 3 clusters Score -2.235785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -22357882.000000 Penalty: 5981.464355
	Iteration 53Q: 3 clusters Score -2.235788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 171858 members 
Entering Unmasked Estep 
Score: -22357870.000000 Penalty: 5981.464355
	Iteration 54Q: 3 clusters Score -2.235787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 171869 members 
Entering Unmasked Estep 
Score: -22357896.000000 Penalty: 5981.464355
	Iteration 55Q: 3 clusters Score -2.23579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -22357910.000000 Penalty: 5981.464355
	Iteration 56Q: 3 clusters Score -2.235791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 171887 members 
Entering Unmasked Estep 
Score: -22357900.000000 Penalty: 5981.464355
	Iteration 57Q: 3 clusters Score -2.23579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 171892 members 
Entering Unmasked Estep 
Score: -22357912.000000 Penalty: 5981.464355
	Iteration 58Q: 3 clusters Score -2.235791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -22357924.000000 Penalty: 5981.464355
	Iteration 59Q: 3 clusters Score -2.235792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -22357930.000000 Penalty: 5981.464355
	Iteration 60F: 3 clusters Score -2.235793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -22357930.000000 Penalty: 5981.464355
	Iteration 61Q: 3 clusters Score -2.235793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -22357938.000000 Penalty: 5981.464355
	Iteration 62Q: 3 clusters Score -2.235794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 171917 members 
Entering Unmasked Estep 
Score: -22357932.000000 Penalty: 5981.464355
	Iteration 63Q: 3 clusters Score -2.235793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 171917 members 
Entering Unmasked Estep 
Score: -22357932.000000 Penalty: 5981.464355
	Iteration 64F: 3 clusters Score -2.235793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159361 members 
Entering Unmasked Estep 
Score: -20457390.000000 Penalty: 2970.773926
	Iteration 0F: 2 clusters Score -2.045739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -20351006.000000 Penalty: 5941.547852
	Iteration 0F: 3 clusters Score -2.035101e+07 nChanged 76216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -20395162.000000 Penalty: 5941.547852
	Iteration 1F: 3 clusters Score -2.039516e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -20396436.000000 Penalty: 5941.547852
	Iteration 2Q: 3 clusters Score -2.039644e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -20398070.000000 Penalty: 5941.547852
	Iteration 3Q: 3 clusters Score -2.039807e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -20400350.000000 Penalty: 5941.547852
	Iteration 4Q: 3 clusters Score -2.040035e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -20403952.000000 Penalty: 5941.547852
	Iteration 5Q: 3 clusters Score -2.040395e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -20409456.000000 Penalty: 5941.547852
	Iteration 6F: 3 clusters Score -2.040946e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -20417286.000000 Penalty: 5941.547852
	Iteration 7F: 3 clusters Score -2.041729e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -20427252.000000 Penalty: 5941.547852
	Iteration 8F: 3 clusters Score -2.042725e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133238 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -20436658.000000 Penalty: 5941.547852
	Iteration 9F: 3 clusters Score -2.043666e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141106 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -20443546.000000 Penalty: 5941.547852
	Iteration 10F: 3 clusters Score -2.044355e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -20448190.000000 Penalty: 5941.547852
	Iteration 11Q: 3 clusters Score -2.044819e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -20451026.000000 Penalty: 5941.547852
	Iteration 12Q: 3 clusters Score -2.045103e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153342 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -20452686.000000 Penalty: 5941.547852
	Iteration 13Q: 3 clusters Score -2.045269e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -20453698.000000 Penalty: 5941.547852
	Iteration 14Q: 3 clusters Score -2.04537e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20454344.000000 Penalty: 5941.547852
	Iteration 15Q: 3 clusters Score -2.045434e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20454586.000000 Penalty: 5941.547852
	Iteration 16Q: 3 clusters Score -2.045459e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20454752.000000 Penalty: 5941.547852
	Iteration 17Q: 3 clusters Score -2.045475e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20454828.000000 Penalty: 5941.547852
	Iteration 18Q: 3 clusters Score -2.045483e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20454910.000000 Penalty: 5941.547852
	Iteration 19Q: 3 clusters Score -2.045491e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20454994.000000 Penalty: 5941.547852
	Iteration 20F: 3 clusters Score -2.045499e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158208 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20455014.000000 Penalty: 5941.547852
	Iteration 21Q: 3 clusters Score -2.045501e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20455068.000000 Penalty: 5941.547852
	Iteration 22Q: 3 clusters Score -2.045507e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20455052.000000 Penalty: 5941.547852
	Iteration 23Q: 3 clusters Score -2.045505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -20455092.000000 Penalty: 5941.547852
	Iteration 24Q: 3 clusters Score -2.045509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20455114.000000 Penalty: 5941.547852
	Iteration 25Q: 3 clusters Score -2.045511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -20455116.000000 Penalty: 5941.547852
	Iteration 26Q: 3 clusters Score -2.045512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -20455118.000000 Penalty: 5941.547852
	Iteration 27Q: 3 clusters Score -2.045512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20455128.000000 Penalty: 5941.547852
	Iteration 28Q: 3 clusters Score -2.045513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20455142.000000 Penalty: 5941.547852
	Iteration 29Q: 3 clusters Score -2.045514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20455136.000000 Penalty: 5941.547852
	Iteration 30Q: 3 clusters Score -2.045514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20455132.000000 Penalty: 5941.547852
	Iteration 31Q: 3 clusters Score -2.045513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158620 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20455148.000000 Penalty: 5941.547852
	Iteration 32Q: 3 clusters Score -2.045515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20455132.000000 Penalty: 5941.547852
	Iteration 33Q: 3 clusters Score -2.045513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20455140.000000 Penalty: 5941.547852
	Iteration 34Q: 3 clusters Score -2.045514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20455146.000000 Penalty: 5941.547852
	Iteration 35Q: 3 clusters Score -2.045515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20455138.000000 Penalty: 5941.547852
	Iteration 36Q: 3 clusters Score -2.045514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158664 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20455144.000000 Penalty: 5941.547852
	Iteration 37Q: 3 clusters Score -2.045514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20455146.000000 Penalty: 5941.547852
	Iteration 38Q: 3 clusters Score -2.045515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20455152.000000 Penalty: 5941.547852
	Iteration 39Q: 3 clusters Score -2.045515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20455166.000000 Penalty: 5941.547852
	Iteration 40F: 3 clusters Score -2.045517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20455170.000000 Penalty: 5941.547852
	Iteration 41Q: 3 clusters Score -2.045517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20455170.000000 Penalty: 5941.547852
	Iteration 42Q: 3 clusters Score -2.045517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20455156.000000 Penalty: 5941.547852
	Iteration 43Q: 3 clusters Score -2.045516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20455168.000000 Penalty: 5941.547852
	Iteration 44Q: 3 clusters Score -2.045517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20455156.000000 Penalty: 5941.547852
	Iteration 45Q: 3 clusters Score -2.045516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20455156.000000 Penalty: 5941.547852
	Iteration 46Q: 3 clusters Score -2.045516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20455162.000000 Penalty: 5941.547852
	Iteration 47Q: 3 clusters Score -2.045516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158684 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20455174.000000 Penalty: 5941.547852
	Iteration 48Q: 3 clusters Score -2.045517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20455176.000000 Penalty: 5941.547852
	Iteration 49Q: 3 clusters Score -2.045518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20455176.000000 Penalty: 5941.547852
	Iteration 50F: 3 clusters Score -2.045518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193011 members 
Entering Unmasked Estep 
Score: -24713832.000000 Penalty: 3018.284668
	Iteration 0F: 2 clusters Score -2.471383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -24586286.000000 Penalty: 6036.569336
	Iteration 0F: 3 clusters Score -2.458629e+07 nChanged 92735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -24639844.000000 Penalty: 6036.569336
	Iteration 1F: 3 clusters Score -2.463984e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -24640818.000000 Penalty: 6036.569336
	Iteration 2Q: 3 clusters Score -2.464082e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -24642156.000000 Penalty: 6036.569336
	Iteration 3Q: 3 clusters Score -2.464216e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -24643772.000000 Penalty: 6036.569336
	Iteration 4Q: 3 clusters Score -2.464377e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 119263 members 
Entering Unmasked Estep 
Score: -24647496.000000 Penalty: 6036.569336
	Iteration 5Q: 3 clusters Score -2.46475e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 130663 members 
Entering Unmasked Estep 
Score: -24653720.000000 Penalty: 6036.569336
	Iteration 6F: 3 clusters Score -2.465372e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 146145 members 
Entering Unmasked Estep 
Score: -24665600.000000 Penalty: 6036.569336
	Iteration 7F: 3 clusters Score -2.46656e+07 nChanged 18085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -24683000.000000 Penalty: 6036.569336
	Iteration 8F: 3 clusters Score -2.4683e+07 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -24699042.000000 Penalty: 6036.569336
	Iteration 9F: 3 clusters Score -2.469904e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 188971 members 
Entering Unmasked Estep 
Score: -24707500.000000 Penalty: 6036.569336
	Iteration 10Q: 3 clusters Score -2.47075e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 192014 members 
Entering Unmasked Estep 
Score: -24710168.000000 Penalty: 6036.569336
	Iteration 11Q: 3 clusters Score -2.471017e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 192666 members 
Entering Unmasked Estep 
Score: -24710770.000000 Penalty: 6036.569336
	Iteration 12Q: 3 clusters Score -2.471077e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192782 members 
Entering Unmasked Estep 
Score: -24710974.000000 Penalty: 6036.569336
	Iteration 13Q: 3 clusters Score -2.471097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 192805 members 
Entering Unmasked Estep 
Score: -24711024.000000 Penalty: 6036.569336
	Iteration 14Q: 3 clusters Score -2.471102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -24711048.000000 Penalty: 6036.569336
	Iteration 15Q: 3 clusters Score -2.471105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -24711044.000000 Penalty: 6036.569336
	Iteration 16Q: 3 clusters Score -2.471104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -24711044.000000 Penalty: 6036.569336
	Iteration 17F: 3 clusters Score -2.471104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Entering Unmasked Estep 
Score: -21666534.000000 Penalty: 2982.844238
	Iteration 0F: 2 clusters Score -2.166653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -21555896.000000 Penalty: 5965.688477
	Iteration 0F: 3 clusters Score -2.15559e+07 nChanged 79837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -21602022.000000 Penalty: 5965.688477
	Iteration 1F: 3 clusters Score -2.160202e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -21603110.000000 Penalty: 5965.688477
	Iteration 2Q: 3 clusters Score -2.160311e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -21604240.000000 Penalty: 5965.688477
	Iteration 3Q: 3 clusters Score -2.160424e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -21605412.000000 Penalty: 5965.688477
	Iteration 4Q: 3 clusters Score -2.160541e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -21607058.000000 Penalty: 5965.688477
	Iteration 5Q: 3 clusters Score -2.160706e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -21608936.000000 Penalty: 5965.688477
	Iteration 6Q: 3 clusters Score -2.160894e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -21611954.000000 Penalty: 5965.688477
	Iteration 7Q: 3 clusters Score -2.161195e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -21616362.000000 Penalty: 5965.688477
	Iteration 8F: 3 clusters Score -2.161636e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -21622328.000000 Penalty: 5965.688477
	Iteration 9F: 3 clusters Score -2.162233e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -21630106.000000 Penalty: 5965.688477
	Iteration 10F: 3 clusters Score -2.163011e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -21639160.000000 Penalty: 5965.688477
	Iteration 11F: 3 clusters Score -2.163916e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -21646834.000000 Penalty: 5965.688477
	Iteration 12F: 3 clusters Score -2.164683e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -21651004.000000 Penalty: 5965.688477
	Iteration 13Q: 3 clusters Score -2.1651e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -21653106.000000 Penalty: 5965.688477
	Iteration 14Q: 3 clusters Score -2.165311e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -21654702.000000 Penalty: 5965.688477
	Iteration 15Q: 3 clusters Score -2.16547e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -21655918.000000 Penalty: 5965.688477
	Iteration 16Q: 3 clusters Score -2.165592e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -21656934.000000 Penalty: 5965.688477
	Iteration 17Q: 3 clusters Score -2.165693e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137300 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -21657746.000000 Penalty: 5965.688477
	Iteration 18Q: 3 clusters Score -2.165775e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -21658466.000000 Penalty: 5965.688477
	Iteration 19Q: 3 clusters Score -2.165847e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -21659040.000000 Penalty: 5965.688477
	Iteration 20F: 3 clusters Score -2.165904e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -21659446.000000 Penalty: 5965.688477
	Iteration 21Q: 3 clusters Score -2.165945e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -21659944.000000 Penalty: 5965.688477
	Iteration 22Q: 3 clusters Score -2.165994e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -21660348.000000 Penalty: 5965.688477
	Iteration 23Q: 3 clusters Score -2.166035e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -21660776.000000 Penalty: 5965.688477
	Iteration 24Q: 3 clusters Score -2.166078e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -21660972.000000 Penalty: 5965.688477
	Iteration 25Q: 3 clusters Score -2.166097e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -21661258.000000 Penalty: 5965.688477
	Iteration 26Q: 3 clusters Score -2.166126e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -21661686.000000 Penalty: 5965.688477
	Iteration 27Q: 3 clusters Score -2.166169e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -21661936.000000 Penalty: 5965.688477
	Iteration 28Q: 3 clusters Score -2.166194e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -21662290.000000 Penalty: 5965.688477
	Iteration 29Q: 3 clusters Score -2.166229e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -21662480.000000 Penalty: 5965.688477
	Iteration 30Q: 3 clusters Score -2.166248e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -21662658.000000 Penalty: 5965.688477
	Iteration 31Q: 3 clusters Score -2.166266e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -21662858.000000 Penalty: 5965.688477
	Iteration 32Q: 3 clusters Score -2.166286e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -21663078.000000 Penalty: 5965.688477
	Iteration 33Q: 3 clusters Score -2.166308e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -21663216.000000 Penalty: 5965.688477
	Iteration 34Q: 3 clusters Score -2.166322e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -21663392.000000 Penalty: 5965.688477
	Iteration 35Q: 3 clusters Score -2.166339e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158146 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -21663502.000000 Penalty: 5965.688477
	Iteration 36Q: 3 clusters Score -2.16635e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -21663566.000000 Penalty: 5965.688477
	Iteration 37Q: 3 clusters Score -2.166357e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159436 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -21663672.000000 Penalty: 5965.688477
	Iteration 38Q: 3 clusters Score -2.166367e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21663702.000000 Penalty: 5965.688477
	Iteration 39Q: 3 clusters Score -2.16637e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -21663882.000000 Penalty: 5965.688477
	Iteration 40F: 3 clusters Score -2.166388e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -21663924.000000 Penalty: 5965.688477
	Iteration 41Q: 3 clusters Score -2.166392e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -21664020.000000 Penalty: 5965.688477
	Iteration 42Q: 3 clusters Score -2.166402e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -21664102.000000 Penalty: 5965.688477
	Iteration 43Q: 3 clusters Score -2.16641e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162250 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -21664074.000000 Penalty: 5965.688477
	Iteration 44Q: 3 clusters Score -2.166407e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -21664122.000000 Penalty: 5965.688477
	Iteration 45Q: 3 clusters Score -2.166412e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -21664226.000000 Penalty: 5965.688477
	Iteration 46Q: 3 clusters Score -2.166423e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -21664302.000000 Penalty: 5965.688477
	Iteration 47Q: 3 clusters Score -2.16643e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163375 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21664342.000000 Penalty: 5965.688477
	Iteration 48Q: 3 clusters Score -2.166434e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21664380.000000 Penalty: 5965.688477
	Iteration 49Q: 3 clusters Score -2.166438e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21664394.000000 Penalty: 5965.688477
	Iteration 50Q: 3 clusters Score -2.166439e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21664452.000000 Penalty: 5965.688477
	Iteration 51Q: 3 clusters Score -2.166445e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164122 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21664482.000000 Penalty: 5965.688477
	Iteration 52Q: 3 clusters Score -2.166448e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21664482.000000 Penalty: 5965.688477
	Iteration 53Q: 3 clusters Score -2.166448e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21664478.000000 Penalty: 5965.688477
	Iteration 54Q: 3 clusters Score -2.166448e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164479 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21664484.000000 Penalty: 5965.688477
	Iteration 55Q: 3 clusters Score -2.166448e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21664508.000000 Penalty: 5965.688477
	Iteration 56Q: 3 clusters Score -2.166451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21664556.000000 Penalty: 5965.688477
	Iteration 57Q: 3 clusters Score -2.166456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21664518.000000 Penalty: 5965.688477
	Iteration 58Q: 3 clusters Score -2.166452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -21664518.000000 Penalty: 5965.688477
	Iteration 59Q: 3 clusters Score -2.166452e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164742 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21664512.000000 Penalty: 5965.688477
	Iteration 60F: 3 clusters Score -2.166451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21664528.000000 Penalty: 5965.688477
	Iteration 61Q: 3 clusters Score -2.166453e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21664544.000000 Penalty: 5965.688477
	Iteration 62Q: 3 clusters Score -2.166454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21664564.000000 Penalty: 5965.688477
	Iteration 63Q: 3 clusters Score -2.166456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -21664598.000000 Penalty: 5965.688477
	Iteration 64Q: 3 clusters Score -2.16646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -21664606.000000 Penalty: 5965.688477
	Iteration 65Q: 3 clusters Score -2.166461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21664616.000000 Penalty: 5965.688477
	Iteration 66Q: 3 clusters Score -2.166462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -21664588.000000 Penalty: 5965.688477
	Iteration 67Q: 3 clusters Score -2.166459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21664596.000000 Penalty: 5965.688477
	Iteration 68Q: 3 clusters Score -2.16646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21664644.000000 Penalty: 5965.688477
	Iteration 69Q: 3 clusters Score -2.166464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21664620.000000 Penalty: 5965.688477
	Iteration 70Q: 3 clusters Score -2.166462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21664634.000000 Penalty: 5965.688477
	Iteration 71Q: 3 clusters Score -2.166463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -21664652.000000 Penalty: 5965.688477
	Iteration 72Q: 3 clusters Score -2.166465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21664650.000000 Penalty: 5965.688477
	Iteration 73Q: 3 clusters Score -2.166465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -21664652.000000 Penalty: 5965.688477
	Iteration 74Q: 3 clusters Score -2.166465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21664666.000000 Penalty: 5965.688477
	Iteration 75Q: 3 clusters Score -2.166467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21664656.000000 Penalty: 5965.688477
	Iteration 76Q: 3 clusters Score -2.166466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21664682.000000 Penalty: 5965.688477
	Iteration 77Q: 3 clusters Score -2.166468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21664676.000000 Penalty: 5965.688477
	Iteration 78Q: 3 clusters Score -2.166468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21664668.000000 Penalty: 5965.688477
	Iteration 79Q: 3 clusters Score -2.166467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21664676.000000 Penalty: 5965.688477
	Iteration 80F: 3 clusters Score -2.166468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -21664678.000000 Penalty: 5965.688477
	Iteration 81Q: 3 clusters Score -2.166468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165347 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21664664.000000 Penalty: 5965.688477
	Iteration 82Q: 3 clusters Score -2.166466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21664672.000000 Penalty: 5965.688477
	Iteration 83Q: 3 clusters Score -2.166467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21664686.000000 Penalty: 5965.688477
	Iteration 84Q: 3 clusters Score -2.166469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -21664684.000000 Penalty: 5965.688477
	Iteration 85Q: 3 clusters Score -2.166468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21664672.000000 Penalty: 5965.688477
	Iteration 86Q: 3 clusters Score -2.166467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21664672.000000 Penalty: 5965.688477
	Iteration 87Q: 3 clusters Score -2.166467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21664686.000000 Penalty: 5965.688477
	Iteration 88Q: 3 clusters Score -2.166469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -21664676.000000 Penalty: 5965.688477
	Iteration 89Q: 3 clusters Score -2.166468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21664674.000000 Penalty: 5965.688477
	Iteration 90Q: 3 clusters Score -2.166467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165431 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21664670.000000 Penalty: 5965.688477
	Iteration 91Q: 3 clusters Score -2.166467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21664662.000000 Penalty: 5965.688477
	Iteration 92Q: 3 clusters Score -2.166466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165451 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21664668.000000 Penalty: 5965.688477
	Iteration 93Q: 3 clusters Score -2.166467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21664676.000000 Penalty: 5965.688477
	Iteration 94Q: 3 clusters Score -2.166468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21664698.000000 Penalty: 5965.688477
	Iteration 95Q: 3 clusters Score -2.16647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21664704.000000 Penalty: 5965.688477
	Iteration 96Q: 3 clusters Score -2.16647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21664710.000000 Penalty: 5965.688477
	Iteration 97Q: 3 clusters Score -2.166471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21664710.000000 Penalty: 5965.688477
	Iteration 98Q: 3 clusters Score -2.166471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21664706.000000 Penalty: 5965.688477
	Iteration 99Q: 3 clusters Score -2.166471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21664700.000000 Penalty: 5965.688477
	Iteration 100F: 3 clusters Score -2.16647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21664716.000000 Penalty: 5965.688477
	Iteration 101Q: 3 clusters Score -2.166472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21664714.000000 Penalty: 5965.688477
	Iteration 102Q: 3 clusters Score -2.166471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21664716.000000 Penalty: 5965.688477
	Iteration 103Q: 3 clusters Score -2.166472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21664706.000000 Penalty: 5965.688477
	Iteration 104Q: 3 clusters Score -2.166471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21664716.000000 Penalty: 5965.688477
	Iteration 105Q: 3 clusters Score -2.166472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21664724.000000 Penalty: 5965.688477
	Iteration 106Q: 3 clusters Score -2.166472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21664720.000000 Penalty: 5965.688477
	Iteration 107Q: 3 clusters Score -2.166472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21664720.000000 Penalty: 5965.688477
	Iteration 108F: 3 clusters Score -2.166472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (171908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Entering Unmasked Estep 
Score: -22142748.000000 Penalty: 2989.569336
	Iteration 0F: 2 clusters Score -2.214275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -22030084.000000 Penalty: 5979.138672
	Iteration 0F: 3 clusters Score -2.203008e+07 nChanged 82662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -22078784.000000 Penalty: 5979.138672
	Iteration 1F: 3 clusters Score -2.207878e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -22081596.000000 Penalty: 5979.138672
	Iteration 2Q: 3 clusters Score -2.20816e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -22085920.000000 Penalty: 5979.138672
	Iteration 3Q: 3 clusters Score -2.208592e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -22092232.000000 Penalty: 5979.138672
	Iteration 4F: 3 clusters Score -2.209223e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -22101918.000000 Penalty: 5979.138672
	Iteration 5F: 3 clusters Score -2.210192e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -22113174.000000 Penalty: 5979.138672
	Iteration 6F: 3 clusters Score -2.211317e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -22121576.000000 Penalty: 5979.138672
	Iteration 7F: 3 clusters Score -2.212158e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -22125346.000000 Penalty: 5979.138672
	Iteration 8Q: 3 clusters Score -2.212535e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -22127340.000000 Penalty: 5979.138672
	Iteration 9Q: 3 clusters Score -2.212734e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -22128842.000000 Penalty: 5979.138672
	Iteration 10Q: 3 clusters Score -2.212884e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 112262 members 
Entering Unmasked Estep 
Score: -22130220.000000 Penalty: 5979.138672
	Iteration 11Q: 3 clusters Score -2.213022e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -22131356.000000 Penalty: 5979.138672
	Iteration 12Q: 3 clusters Score -2.213136e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -22132512.000000 Penalty: 5979.138672
	Iteration 13Q: 3 clusters Score -2.213251e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -22133682.000000 Penalty: 5979.138672
	Iteration 14Q: 3 clusters Score -2.213368e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -22134276.000000 Penalty: 5979.138672
	Iteration 15Q: 3 clusters Score -2.213428e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -22134928.000000 Penalty: 5979.138672
	Iteration 16Q: 3 clusters Score -2.213493e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 120165 members 
Entering Unmasked Estep 
Score: -22135396.000000 Penalty: 5979.138672
	Iteration 17Q: 3 clusters Score -2.21354e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 121110 members 
Entering Unmasked Estep 
Score: -22135888.000000 Penalty: 5979.138672
	Iteration 18Q: 3 clusters Score -2.213589e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -22135994.000000 Penalty: 5979.138672
	Iteration 19Q: 3 clusters Score -2.213599e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -22136274.000000 Penalty: 5979.138672
	Iteration 20F: 3 clusters Score -2.213627e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -22136474.000000 Penalty: 5979.138672
	Iteration 21Q: 3 clusters Score -2.213647e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -22136628.000000 Penalty: 5979.138672
	Iteration 22Q: 3 clusters Score -2.213663e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 124946 members 
Entering Unmasked Estep 
Score: -22136688.000000 Penalty: 5979.138672
	Iteration 23Q: 3 clusters Score -2.213669e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -22136924.000000 Penalty: 5979.138672
	Iteration 24Q: 3 clusters Score -2.213692e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -22137154.000000 Penalty: 5979.138672
	Iteration 25Q: 3 clusters Score -2.213715e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -22137304.000000 Penalty: 5979.138672
	Iteration 26Q: 3 clusters Score -2.21373e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -22137430.000000 Penalty: 5979.138672
	Iteration 27Q: 3 clusters Score -2.213743e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -22137548.000000 Penalty: 5979.138672
	Iteration 28Q: 3 clusters Score -2.213755e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -22137672.000000 Penalty: 5979.138672
	Iteration 29Q: 3 clusters Score -2.213767e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 130383 members 
Entering Unmasked Estep 
Score: -22137826.000000 Penalty: 5979.138672
	Iteration 30Q: 3 clusters Score -2.213783e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -22137920.000000 Penalty: 5979.138672
	Iteration 31Q: 3 clusters Score -2.213792e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -22137966.000000 Penalty: 5979.138672
	Iteration 32Q: 3 clusters Score -2.213797e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 132578 members 
Entering Unmasked Estep 
Score: -22138078.000000 Penalty: 5979.138672
	Iteration 33Q: 3 clusters Score -2.213808e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -22138262.000000 Penalty: 5979.138672
	Iteration 34Q: 3 clusters Score -2.213826e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 134003 members 
Entering Unmasked Estep 
Score: -22138422.000000 Penalty: 5979.138672
	Iteration 35Q: 3 clusters Score -2.213842e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -22138598.000000 Penalty: 5979.138672
	Iteration 36Q: 3 clusters Score -2.21386e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -22138698.000000 Penalty: 5979.138672
	Iteration 37Q: 3 clusters Score -2.21387e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -22138814.000000 Penalty: 5979.138672
	Iteration 38Q: 3 clusters Score -2.213881e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -22138878.000000 Penalty: 5979.138672
	Iteration 39Q: 3 clusters Score -2.213888e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -22139010.000000 Penalty: 5979.138672
	Iteration 40F: 3 clusters Score -2.213901e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -22139078.000000 Penalty: 5979.138672
	Iteration 41Q: 3 clusters Score -2.213908e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -22139090.000000 Penalty: 5979.138672
	Iteration 42Q: 3 clusters Score -2.213909e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -22139106.000000 Penalty: 5979.138672
	Iteration 43Q: 3 clusters Score -2.213911e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 140132 members 
Entering Unmasked Estep 
Score: -22139166.000000 Penalty: 5979.138672
	Iteration 44Q: 3 clusters Score -2.213917e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -22139244.000000 Penalty: 5979.138672
	Iteration 45Q: 3 clusters Score -2.213924e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -22139328.000000 Penalty: 5979.138672
	Iteration 46Q: 3 clusters Score -2.213933e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -22139450.000000 Penalty: 5979.138672
	Iteration 47Q: 3 clusters Score -2.213945e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -22139552.000000 Penalty: 5979.138672
	Iteration 48Q: 3 clusters Score -2.213955e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -22139676.000000 Penalty: 5979.138672
	Iteration 49Q: 3 clusters Score -2.213968e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -22139748.000000 Penalty: 5979.138672
	Iteration 50Q: 3 clusters Score -2.213975e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -22139892.000000 Penalty: 5979.138672
	Iteration 51Q: 3 clusters Score -2.213989e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -22140064.000000 Penalty: 5979.138672
	Iteration 52Q: 3 clusters Score -2.214006e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -22140156.000000 Penalty: 5979.138672
	Iteration 53Q: 3 clusters Score -2.214016e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -22140278.000000 Penalty: 5979.138672
	Iteration 54Q: 3 clusters Score -2.214028e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -22140370.000000 Penalty: 5979.138672
	Iteration 55Q: 3 clusters Score -2.214037e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -22140460.000000 Penalty: 5979.138672
	Iteration 56Q: 3 clusters Score -2.214046e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -22140534.000000 Penalty: 5979.138672
	Iteration 57Q: 3 clusters Score -2.214053e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -22140662.000000 Penalty: 5979.138672
	Iteration 58Q: 3 clusters Score -2.214066e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -22140740.000000 Penalty: 5979.138672
	Iteration 59Q: 3 clusters Score -2.214074e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 149992 members 
Entering Unmasked Estep 
Score: -22140892.000000 Penalty: 5979.138672
	Iteration 60F: 3 clusters Score -2.214089e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -22141040.000000 Penalty: 5979.138672
	Iteration 61Q: 3 clusters Score -2.214104e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -22141110.000000 Penalty: 5979.138672
	Iteration 62Q: 3 clusters Score -2.214111e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -22141180.000000 Penalty: 5979.138672
	Iteration 63Q: 3 clusters Score -2.214118e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -22141254.000000 Penalty: 5979.138672
	Iteration 64Q: 3 clusters Score -2.214125e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 152853 members 
Entering Unmasked Estep 
Score: -22141406.000000 Penalty: 5979.138672
	Iteration 65Q: 3 clusters Score -2.214141e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -22141464.000000 Penalty: 5979.138672
	Iteration 66Q: 3 clusters Score -2.214146e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -22141594.000000 Penalty: 5979.138672
	Iteration 67Q: 3 clusters Score -2.214159e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -22141680.000000 Penalty: 5979.138672
	Iteration 68Q: 3 clusters Score -2.214168e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -22141812.000000 Penalty: 5979.138672
	Iteration 69Q: 3 clusters Score -2.214181e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -22141870.000000 Penalty: 5979.138672
	Iteration 70Q: 3 clusters Score -2.214187e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -22142044.000000 Penalty: 5979.138672
	Iteration 71Q: 3 clusters Score -2.214204e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -22142118.000000 Penalty: 5979.138672
	Iteration 72Q: 3 clusters Score -2.214212e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -22142174.000000 Penalty: 5979.138672
	Iteration 73Q: 3 clusters Score -2.214217e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -22142258.000000 Penalty: 5979.138672
	Iteration 74Q: 3 clusters Score -2.214226e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -22142364.000000 Penalty: 5979.138672
	Iteration 75Q: 3 clusters Score -2.214236e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 160128 members 
Entering Unmasked Estep 
Score: -22142448.000000 Penalty: 5979.138672
	Iteration 76Q: 3 clusters Score -2.214245e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -22142438.000000 Penalty: 5979.138672
	Iteration 77Q: 3 clusters Score -2.214244e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -22142484.000000 Penalty: 5979.138672
	Iteration 78Q: 3 clusters Score -2.214248e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -22142526.000000 Penalty: 5979.138672
	Iteration 79Q: 3 clusters Score -2.214253e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -22142498.000000 Penalty: 5979.138672
	Iteration 80F: 3 clusters Score -2.21425e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -22142514.000000 Penalty: 5979.138672
	Iteration 81Q: 3 clusters Score -2.214251e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -22142538.000000 Penalty: 5979.138672
	Iteration 82Q: 3 clusters Score -2.214254e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -22142532.000000 Penalty: 5979.138672
	Iteration 83Q: 3 clusters Score -2.214253e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -22142476.000000 Penalty: 5979.138672
	Iteration 84Q: 3 clusters Score -2.214248e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -22142550.000000 Penalty: 5979.138672
	Iteration 85Q: 3 clusters Score -2.214255e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -22142500.000000 Penalty: 5979.138672
	Iteration 86Q: 3 clusters Score -2.21425e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -22142458.000000 Penalty: 5979.138672
	Iteration 87Q: 3 clusters Score -2.214246e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -22142332.000000 Penalty: 5979.138672
	Iteration 88Q: 3 clusters Score -2.214233e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -22142332.000000 Penalty: 5979.138672
	Iteration 89Q: 3 clusters Score -2.214233e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -22142274.000000 Penalty: 5979.138672
	Iteration 90Q: 3 clusters Score -2.214227e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -22142250.000000 Penalty: 5979.138672
	Iteration 91Q: 3 clusters Score -2.214225e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -22142196.000000 Penalty: 5979.138672
	Iteration 92Q: 3 clusters Score -2.21422e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -22142160.000000 Penalty: 5979.138672
	Iteration 93Q: 3 clusters Score -2.214216e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -22142128.000000 Penalty: 5979.138672
	Iteration 94Q: 3 clusters Score -2.214213e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 167586 members 
Entering Unmasked Estep 
Score: -22142124.000000 Penalty: 5979.138672
	Iteration 95Q: 3 clusters Score -2.214212e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -22142094.000000 Penalty: 5979.138672
	Iteration 96Q: 3 clusters Score -2.214209e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -22142094.000000 Penalty: 5979.138672
	Iteration 97Q: 3 clusters Score -2.214209e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -22142062.000000 Penalty: 5979.138672
	Iteration 98Q: 3 clusters Score -2.214206e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 168112 members 
Entering Unmasked Estep 
Score: -22142064.000000 Penalty: 5979.138672
	Iteration 99Q: 3 clusters Score -2.214206e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -22142048.000000 Penalty: 5979.138672
	Iteration 100F: 3 clusters Score -2.214205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -22142030.000000 Penalty: 5979.138672
	Iteration 101Q: 3 clusters Score -2.214203e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -22142056.000000 Penalty: 5979.138672
	Iteration 102Q: 3 clusters Score -2.214206e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -22142058.000000 Penalty: 5979.138672
	Iteration 103Q: 3 clusters Score -2.214206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 168566 members 
Entering Unmasked Estep 
Score: -22142050.000000 Penalty: 5979.138672
	Iteration 104Q: 3 clusters Score -2.214205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -22142052.000000 Penalty: 5979.138672
	Iteration 105Q: 3 clusters Score -2.214205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -22142040.000000 Penalty: 5979.138672
	Iteration 106Q: 3 clusters Score -2.214204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -22142046.000000 Penalty: 5979.138672
	Iteration 107Q: 3 clusters Score -2.214205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -22142038.000000 Penalty: 5979.138672
	Iteration 108Q: 3 clusters Score -2.214204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 168755 members 
Entering Unmasked Estep 
Score: -22142034.000000 Penalty: 5979.138672
	Iteration 109Q: 3 clusters Score -2.214203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -22142038.000000 Penalty: 5979.138672
	Iteration 110Q: 3 clusters Score -2.214204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -22142038.000000 Penalty: 5979.138672
	Iteration 111Q: 3 clusters Score -2.214204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -22142030.000000 Penalty: 5979.138672
	Iteration 112Q: 3 clusters Score -2.214203e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -22142018.000000 Penalty: 5979.138672
	Iteration 113Q: 3 clusters Score -2.214202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 168929 members 
Entering Unmasked Estep 
Score: -22142022.000000 Penalty: 5979.138672
	Iteration 114Q: 3 clusters Score -2.214202e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 168970 members 
Entering Unmasked Estep 
Score: -22142000.000000 Penalty: 5979.138672
	Iteration 115Q: 3 clusters Score -2.2142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -22141976.000000 Penalty: 5979.138672
	Iteration 116Q: 3 clusters Score -2.214198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -22141908.000000 Penalty: 5979.138672
	Iteration 117Q: 3 clusters Score -2.214191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -22141888.000000 Penalty: 5979.138672
	Iteration 118Q: 3 clusters Score -2.214189e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -22141870.000000 Penalty: 5979.138672
	Iteration 119Q: 3 clusters Score -2.214187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 169177 members 
Entering Unmasked Estep 
Score: -22141866.000000 Penalty: 5979.138672
	Iteration 120F: 3 clusters Score -2.214187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -22141858.000000 Penalty: 5979.138672
	Iteration 121Q: 3 clusters Score -2.214186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -22141836.000000 Penalty: 5979.138672
	Iteration 122Q: 3 clusters Score -2.214184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -22141842.000000 Penalty: 5979.138672
	Iteration 123Q: 3 clusters Score -2.214184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -22141816.000000 Penalty: 5979.138672
	Iteration 124Q: 3 clusters Score -2.214182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -22141810.000000 Penalty: 5979.138672
	Iteration 125Q: 3 clusters Score -2.214181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -22141824.000000 Penalty: 5979.138672
	Iteration 126Q: 3 clusters Score -2.214182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -22141796.000000 Penalty: 5979.138672
	Iteration 127Q: 3 clusters Score -2.21418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -22141802.000000 Penalty: 5979.138672
	Iteration 128Q: 3 clusters Score -2.21418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 169381 members 
Entering Unmasked Estep 
Score: -22141806.000000 Penalty: 5979.138672
	Iteration 129Q: 3 clusters Score -2.214181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -22141792.000000 Penalty: 5979.138672
	Iteration 130Q: 3 clusters Score -2.214179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -22141780.000000 Penalty: 5979.138672
	Iteration 131Q: 3 clusters Score -2.214178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 169416 members 
Entering Unmasked Estep 
Score: -22141784.000000 Penalty: 5979.138672
	Iteration 132Q: 3 clusters Score -2.214178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 169420 members 
Entering Unmasked Estep 
Score: -22141776.000000 Penalty: 5979.138672
	Iteration 133Q: 3 clusters Score -2.214178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -22141796.000000 Penalty: 5979.138672
	Iteration 134Q: 3 clusters Score -2.21418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -22141800.000000 Penalty: 5979.138672
	Iteration 135Q: 3 clusters Score -2.21418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -22141780.000000 Penalty: 5979.138672
	Iteration 136Q: 3 clusters Score -2.214178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -22141798.000000 Penalty: 5979.138672
	Iteration 137Q: 3 clusters Score -2.21418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -22141794.000000 Penalty: 5979.138672
	Iteration 138Q: 3 clusters Score -2.214179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -22141790.000000 Penalty: 5979.138672
	Iteration 139Q: 3 clusters Score -2.214179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -22141794.000000 Penalty: 5979.138672
	Iteration 140F: 3 clusters Score -2.214179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Entering Unmasked Estep 
Score: -22217004.000000 Penalty: 2987.812988
	Iteration 0F: 2 clusters Score -2.2217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -22105856.000000 Penalty: 5975.625977
	Iteration 0F: 3 clusters Score -2.210586e+07 nChanged 81567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -22153034.000000 Penalty: 5975.625977
	Iteration 1F: 3 clusters Score -2.215303e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -22154000.000000 Penalty: 5975.625977
	Iteration 2Q: 3 clusters Score -2.2154e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -22155774.000000 Penalty: 5975.625977
	Iteration 3Q: 3 clusters Score -2.215577e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -22158862.000000 Penalty: 5975.625977
	Iteration 4Q: 3 clusters Score -2.215886e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -22164422.000000 Penalty: 5975.625977
	Iteration 5F: 3 clusters Score -2.216442e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -22174450.000000 Penalty: 5975.625977
	Iteration 6F: 3 clusters Score -2.217445e+07 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -22188404.000000 Penalty: 5975.625977
	Iteration 7F: 3 clusters Score -2.21884e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -22201900.000000 Penalty: 5975.625977
	Iteration 8F: 3 clusters Score -2.22019e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 164043 members 
Entering Unmasked Estep 
Score: -22209866.000000 Penalty: 5975.625977
	Iteration 9F: 3 clusters Score -2.220987e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -22212882.000000 Penalty: 5975.625977
	Iteration 10Q: 3 clusters Score -2.221288e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 169280 members 
Entering Unmasked Estep 
Score: -22213822.000000 Penalty: 5975.625977
	Iteration 11Q: 3 clusters Score -2.221382e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -22214174.000000 Penalty: 5975.625977
	Iteration 12Q: 3 clusters Score -2.221417e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -22214340.000000 Penalty: 5975.625977
	Iteration 13Q: 3 clusters Score -2.221434e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -22214390.000000 Penalty: 5975.625977
	Iteration 14Q: 3 clusters Score -2.221439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -22214434.000000 Penalty: 5975.625977
	Iteration 15Q: 3 clusters Score -2.221443e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -22214456.000000 Penalty: 5975.625977
	Iteration 16Q: 3 clusters Score -2.221446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -22214474.000000 Penalty: 5975.625977
	Iteration 17Q: 3 clusters Score -2.221447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -22214494.000000 Penalty: 5975.625977
	Iteration 18Q: 3 clusters Score -2.221449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -22214500.000000 Penalty: 5975.625977
	Iteration 19Q: 3 clusters Score -2.22145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170272 members 
Entering Unmasked Estep 
Score: -22214510.000000 Penalty: 5975.625977
	Iteration 20F: 3 clusters Score -2.221451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -22214508.000000 Penalty: 5975.625977
	Iteration 21Q: 3 clusters Score -2.221451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 170281 members 
Entering Unmasked Estep 
Score: -22214512.000000 Penalty: 5975.625977
	Iteration 22Q: 3 clusters Score -2.221451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -22214512.000000 Penalty: 5975.625977
	Iteration 23Q: 3 clusters Score -2.221451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 170287 members 
Entering Unmasked Estep 
Score: -22214530.000000 Penalty: 5975.625977
	Iteration 24Q: 3 clusters Score -2.221453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 170293 members 
Entering Unmasked Estep 
Score: -22214532.000000 Penalty: 5975.625977
	Iteration 25Q: 3 clusters Score -2.221453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -22214538.000000 Penalty: 5975.625977
	Iteration 26Q: 3 clusters Score -2.221454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -22214544.000000 Penalty: 5975.625977
	Iteration 27Q: 3 clusters Score -2.221454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -22214548.000000 Penalty: 5975.625977
	Iteration 28Q: 3 clusters Score -2.221455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -22214552.000000 Penalty: 5975.625977
	Iteration 29Q: 3 clusters Score -2.221455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -22214550.000000 Penalty: 5975.625977
	Iteration 30Q: 3 clusters Score -2.221455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -22214550.000000 Penalty: 5975.625977
	Iteration 31F: 3 clusters Score -2.221455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94064.453125 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94064.45 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94463.562500 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -94463.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94684.562500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -94684.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94878.726562 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -94878.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95048.468750 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -95048.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95122.257812 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -95122.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95184.468750 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -95184.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95232.289062 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -95232.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95298.984375 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -95298.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95421.406250 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -95421.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95589.000000 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -95589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95758.804688 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -95758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95844.281250 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -95844.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95961.578125 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -95961.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96048.460938 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -96048.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96137.078125 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -96137.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96315.789062 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -96315.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96603.023438 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -96603.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96779.132812 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -96779.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96812.039062 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -96812.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96815.960938 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -96815.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96824.484375 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -96824.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96852.078125 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -96852.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96920.273438 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -96920.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96951.546875 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -96951.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96955.023438 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -96955.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96955.023438 Penalty: 3375.088867
	Iteration 26F: 3 clusters Score -96955.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37387 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 165305 members 
Mstep: Class 9 contains 172716 members 
Mstep: Class 10 contains 159361 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 193011 members 
Mstep: Class 13 contains 167309 members 
Mstep: Class 16 contains 171908 members 
Mstep: Class 17 contains 170695 members 
Mstep: Class 18 contains 502 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
Score: -166437184.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166438048.000000 to -166437184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (33116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Entering Unmasked Estep 
Score: -4075630.500000 Penalty: 2581.127441
	Iteration 0F: 2 clusters Score -4075630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4052863.250000 Penalty: 5162.254883
	Iteration 0F: 3 clusters Score -4052863 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4061077.250000 Penalty: 5162.254883
	Iteration 1F: 3 clusters Score -4061077 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4061542.750000 Penalty: 5162.254883
	Iteration 2Q: 3 clusters Score -4061543 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4062012.750000 Penalty: 5162.254883
	Iteration 3Q: 3 clusters Score -4062013 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4062475.000000 Penalty: 5162.254883
	Iteration 4Q: 3 clusters Score -4062475 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -4063003.000000 Penalty: 5162.254883
	Iteration 5Q: 3 clusters Score -4063003 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4063781.000000 Penalty: 5162.254883
	Iteration 6Q: 3 clusters Score -4063781 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4064841.750000 Penalty: 5162.254883
	Iteration 7F: 3 clusters Score -4064842 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4066233.250000 Penalty: 5162.254883
	Iteration 8F: 3 clusters Score -4066233 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4067829.000000 Penalty: 5162.254883
	Iteration 9F: 3 clusters Score -4067829 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4069500.750000 Penalty: 5162.254883
	Iteration 10F: 3 clusters Score -4069501 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4070975.750000 Penalty: 5162.254883
	Iteration 11F: 3 clusters Score -4070976 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4072031.250000 Penalty: 5162.254883
	Iteration 12Q: 3 clusters Score -4072031 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4072693.500000 Penalty: 5162.254883
	Iteration 13Q: 3 clusters Score -4072694 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4073034.750000 Penalty: 5162.254883
	Iteration 14Q: 3 clusters Score -4073035 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4073199.750000 Penalty: 5162.254883
	Iteration 15Q: 3 clusters Score -4073200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4073283.000000 Penalty: 5162.254883
	Iteration 16Q: 3 clusters Score -4073283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4073329.000000 Penalty: 5162.254883
	Iteration 17Q: 3 clusters Score -4073329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4073366.500000 Penalty: 5162.254883
	Iteration 18Q: 3 clusters Score -4073366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4073396.000000 Penalty: 5162.254883
	Iteration 19Q: 3 clusters Score -4073396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4073427.250000 Penalty: 5162.254883
	Iteration 20F: 3 clusters Score -4073427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4073445.750000 Penalty: 5162.254883
	Iteration 21Q: 3 clusters Score -4073446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4073450.500000 Penalty: 5162.254883
	Iteration 22Q: 3 clusters Score -4073450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4073477.750000 Penalty: 5162.254883
	Iteration 23Q: 3 clusters Score -4073478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4073486.000000 Penalty: 5162.254883
	Iteration 24Q: 3 clusters Score -4073486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4073501.750000 Penalty: 5162.254883
	Iteration 25Q: 3 clusters Score -4073502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4073519.500000 Penalty: 5162.254883
	Iteration 26Q: 3 clusters Score -4073520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4073530.750000 Penalty: 5162.254883
	Iteration 27Q: 3 clusters Score -4073531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4073546.000000 Penalty: 5162.254883
	Iteration 28Q: 3 clusters Score -4073546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4073546.500000 Penalty: 5162.254883
	Iteration 29Q: 3 clusters Score -4073546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4073561.250000 Penalty: 5162.254883
	Iteration 30Q: 3 clusters Score -4073561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4073561.750000 Penalty: 5162.254883
	Iteration 31Q: 3 clusters Score -4073562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4073567.750000 Penalty: 5162.254883
	Iteration 32Q: 3 clusters Score -4073568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4073565.750000 Penalty: 5162.254883
	Iteration 33Q: 3 clusters Score -4073566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4073565.750000 Penalty: 5162.254883
	Iteration 34Q: 3 clusters Score -4073566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4073565.750000 Penalty: 5162.254883
	Iteration 35F: 3 clusters Score -4073566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -186263.281250 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -186263.3 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 773 members 
Entering Unmasked Estep 
Score: -183960.843750 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -183960.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -184576.703125 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -184576.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -184981.312500 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -184981.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185427.046875 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -185427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -185676.812500 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -185676.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -185851.468750 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -185851.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -185969.703125 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -185969.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -186031.875000 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -186031.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -186068.625000 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -186068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -186092.359375 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -186092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -186104.390625 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -186104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -186114.234375 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -186114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -186124.281250 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -186124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -186130.234375 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -186130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -186138.062500 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -186138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -186143.609375 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -186143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -186145.890625 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -186145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -186151.500000 Penalty: 3656.882324
	Iteration 17F: 3 clusters Score -186151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -186163.015625 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -186163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -186170.296875 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -186170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -186174.953125 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -186175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -186176.578125 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -186176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -186176.578125 Penalty: 3656.882324
	Iteration 22F: 3 clusters Score -186176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37387 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 165305 members 
Mstep: Class 9 contains 172716 members 
Mstep: Class 10 contains 159361 members 
Mstep: Class 12 contains 193011 members 
Mstep: Class 13 contains 167309 members 
Mstep: Class 16 contains 171908 members 
Mstep: Class 17 contains 170695 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438096.000000 Penalty: 59405.718750
Iteration 319Q: 18 clusters Score -1.664381e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13812 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 37386 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 8 contains 165269 members 
Mstep: Class 9 contains 172684 members 
Mstep: Class 10 contains 159311 members 
Mstep: Class 12 contains 193062 members 
Mstep: Class 13 contains 167321 members 
Mstep: Class 16 contains 171938 members 
Mstep: Class 17 contains 170704 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 320F: 18 clusters Score -1.66438e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11097 members 
Mstep: Class 6 contains 37385 members 
Mstep: Class 7 contains 11830 members 
Mstep: Class 8 contains 165232 members 
Mstep: Class 9 contains 172646 members 
Mstep: Class 10 contains 159271 members 
Mstep: Class 12 contains 193109 members 
Mstep: Class 13 contains 167336 members 
Mstep: Class 16 contains 171975 members 
Mstep: Class 17 contains 170715 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438160.000000 Penalty: 59405.718750
Iteration 321Q: 18 clusters Score -1.664382e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 11821 members 
Mstep: Class 8 contains 165194 members 
Mstep: Class 9 contains 172606 members 
Mstep: Class 10 contains 159260 members 
Mstep: Class 12 contains 193176 members 
Mstep: Class 13 contains 167344 members 
Mstep: Class 16 contains 171980 members 
Mstep: Class 17 contains 170712 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33123 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438016.000000 Penalty: 59405.718750
Iteration 322Q: 18 clusters Score -1.66438e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13846 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 37381 members 
Mstep: Class 7 contains 11818 members 
Mstep: Class 8 contains 165153 members 
Mstep: Class 9 contains 172608 members 
Mstep: Class 10 contains 159250 members 
Mstep: Class 12 contains 193206 members 
Mstep: Class 13 contains 167356 members 
Mstep: Class 16 contains 171984 members 
Mstep: Class 17 contains 170712 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33128 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438240.000000 Penalty: 59405.718750
Iteration 323Q: 18 clusters Score -1.664382e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13852 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 11817 members 
Mstep: Class 8 contains 165125 members 
Mstep: Class 9 contains 172593 members 
Mstep: Class 10 contains 159243 members 
Mstep: Class 12 contains 193229 members 
Mstep: Class 13 contains 167363 members 
Mstep: Class 16 contains 171997 members 
Mstep: Class 17 contains 170712 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33130 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438016.000000 Penalty: 59405.718750
Iteration 324Q: 18 clusters Score -1.66438e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11097 members 
Mstep: Class 6 contains 37383 members 
Mstep: Class 7 contains 11816 members 
Mstep: Class 8 contains 165088 members 
Mstep: Class 9 contains 172618 members 
Mstep: Class 10 contains 159219 members 
Mstep: Class 12 contains 193239 members 
Mstep: Class 13 contains 167355 members 
Mstep: Class 16 contains 172010 members 
Mstep: Class 17 contains 170725 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33125 members 
Mstep: Class 20 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 59405.718750
Iteration 325Q: 18 clusters Score -1.66438e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 37385 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 165062 members 
Mstep: Class 9 contains 172628 members 
Mstep: Class 10 contains 159208 members 
Mstep: Class 12 contains 193245 members 
Mstep: Class 13 contains 167342 members 
Mstep: Class 16 contains 172022 members 
Mstep: Class 17 contains 170727 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33123 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437888.000000 Penalty: 59405.718750
Iteration 326Q: 18 clusters Score -1.664379e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 37386 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 165034 members 
Mstep: Class 9 contains 172629 members 
Mstep: Class 10 contains 159193 members 
Mstep: Class 12 contains 193255 members 
Mstep: Class 13 contains 167328 members 
Mstep: Class 16 contains 172036 members 
Mstep: Class 17 contains 170745 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33117 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 59405.718750
Iteration 327Q: 18 clusters Score -1.66438e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 37387 members 
Mstep: Class 7 contains 11806 members 
Mstep: Class 8 contains 165009 members 
Mstep: Class 9 contains 172585 members 
Mstep: Class 10 contains 159187 members 
Mstep: Class 12 contains 193247 members 
Mstep: Class 13 contains 167349 members 
Mstep: Class 16 contains 172083 members 
Mstep: Class 17 contains 170750 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33114 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437680.000000 Penalty: 59405.718750
Iteration 328Q: 18 clusters Score -1.664377e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13931 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 37392 members 
Mstep: Class 7 contains 11802 members 
Mstep: Class 8 contains 164988 members 
Mstep: Class 9 contains 172573 members 
Mstep: Class 10 contains 159194 members 
Mstep: Class 12 contains 193234 members 
Mstep: Class 13 contains 167334 members 
Mstep: Class 16 contains 172118 members 
Mstep: Class 17 contains 170755 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33109 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 329Q: 18 clusters Score -1.664379e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 37393 members 
Mstep: Class 7 contains 11798 members 
Mstep: Class 8 contains 164965 members 
Mstep: Class 9 contains 172545 members 
Mstep: Class 10 contains 159220 members 
Mstep: Class 12 contains 193242 members 
Mstep: Class 13 contains 167324 members 
Mstep: Class 16 contains 172140 members 
Mstep: Class 17 contains 170752 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33104 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 330Q: 18 clusters Score -1.664379e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13956 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 37398 members 
Mstep: Class 7 contains 11795 members 
Mstep: Class 8 contains 164943 members 
Mstep: Class 9 contains 172531 members 
Mstep: Class 10 contains 159212 members 
Mstep: Class 12 contains 193246 members 
Mstep: Class 13 contains 167340 members 
Mstep: Class 16 contains 172173 members 
Mstep: Class 17 contains 170735 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33105 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437840.000000 Penalty: 59405.718750
Iteration 331Q: 18 clusters Score -1.664378e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 37399 members 
Mstep: Class 7 contains 11792 members 
Mstep: Class 8 contains 164921 members 
Mstep: Class 9 contains 172484 members 
Mstep: Class 10 contains 159229 members 
Mstep: Class 12 contains 193272 members 
Mstep: Class 13 contains 167338 members 
Mstep: Class 16 contains 172188 members 
Mstep: Class 17 contains 170734 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33112 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437888.000000 Penalty: 59405.718750
Iteration 332Q: 18 clusters Score -1.664379e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11100 members 
Mstep: Class 6 contains 37404 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 164906 members 
Mstep: Class 9 contains 172469 members 
Mstep: Class 10 contains 159231 members 
Mstep: Class 12 contains 193280 members 
Mstep: Class 13 contains 167366 members 
Mstep: Class 16 contains 172180 members 
Mstep: Class 17 contains 170728 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33114 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437904.000000 Penalty: 59405.718750
Iteration 333Q: 18 clusters Score -1.664379e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 37409 members 
Mstep: Class 7 contains 11790 members 
Mstep: Class 8 contains 164884 members 
Mstep: Class 9 contains 172451 members 
Mstep: Class 10 contains 159234 members 
Mstep: Class 12 contains 193296 members 
Mstep: Class 13 contains 167389 members 
Mstep: Class 16 contains 172174 members 
Mstep: Class 17 contains 170732 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33112 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437936.000000 Penalty: 59405.718750
Iteration 334Q: 18 clusters Score -1.664379e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 164873 members 
Mstep: Class 9 contains 172417 members 
Mstep: Class 10 contains 159229 members 
Mstep: Class 12 contains 193301 members 
Mstep: Class 13 contains 167414 members 
Mstep: Class 16 contains 172181 members 
Mstep: Class 17 contains 170735 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33109 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438096.000000 Penalty: 59405.718750
Iteration 335Q: 18 clusters Score -1.664381e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 37420 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 164864 members 
Mstep: Class 9 contains 172392 members 
Mstep: Class 10 contains 159232 members 
Mstep: Class 12 contains 193305 members 
Mstep: Class 13 contains 167435 members 
Mstep: Class 16 contains 172186 members 
Mstep: Class 17 contains 170727 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33108 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 336Q: 18 clusters Score -1.66438e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 37420 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 164857 members 
Mstep: Class 9 contains 172343 members 
Mstep: Class 10 contains 159250 members 
Mstep: Class 12 contains 193318 members 
Mstep: Class 13 contains 167452 members 
Mstep: Class 16 contains 172207 members 
Mstep: Class 17 contains 170721 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33106 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438176.000000 Penalty: 59405.718750
Iteration 337Q: 18 clusters Score -1.664382e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 37424 members 
Mstep: Class 7 contains 11783 members 
Mstep: Class 8 contains 164858 members 
Mstep: Class 9 contains 172328 members 
Mstep: Class 10 contains 159251 members 
Mstep: Class 12 contains 193331 members 
Mstep: Class 13 contains 167465 members 
Mstep: Class 16 contains 172201 members 
Mstep: Class 17 contains 170718 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33104 members 
Mstep: Class 20 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438176.000000 Penalty: 59405.718750
Iteration 338Q: 18 clusters Score -1.664382e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37427 members 
Mstep: Class 7 contains 11779 members 
Mstep: Class 8 contains 164852 members 
Mstep: Class 9 contains 172299 members 
Mstep: Class 10 contains 159274 members 
Mstep: Class 12 contains 193349 members 
Mstep: Class 13 contains 167475 members 
Mstep: Class 16 contains 172200 members 
Mstep: Class 17 contains 170704 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33101 members 
Mstep: Class 20 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438128.000000 Penalty: 59405.718750
Iteration 339Q: 18 clusters Score -1.664381e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 13992 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11088 members 
Mstep: Class 6 contains 37431 members 
Mstep: Class 7 contains 11772 members 
Mstep: Class 8 contains 164847 members 
Mstep: Class 9 contains 172286 members 
Mstep: Class 10 contains 159270 members 
Mstep: Class 12 contains 193361 members 
Mstep: Class 13 contains 167472 members 
Mstep: Class 16 contains 172204 members 
Mstep: Class 17 contains 170711 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33099 members 
Mstep: Class 20 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438160.000000 Penalty: 59405.718750
Iteration 340F: 18 clusters Score -1.664382e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11088 members 
Mstep: Class 6 contains 37434 members 
Mstep: Class 7 contains 11767 members 
Mstep: Class 8 contains 164847 members 
Mstep: Class 9 contains 172289 members 
Mstep: Class 10 contains 159272 members 
Mstep: Class 12 contains 193370 members 
Mstep: Class 13 contains 167460 members 
Mstep: Class 16 contains 172189 members 
Mstep: Class 17 contains 170717 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33099 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438112.000000 Penalty: 59405.718750
Iteration 341Q: 18 clusters Score -1.664381e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11088 members 
Mstep: Class 6 contains 37433 members 
Mstep: Class 7 contains 11764 members 
Mstep: Class 8 contains 164846 members 
Mstep: Class 9 contains 172285 members 
Mstep: Class 10 contains 159260 members 
Mstep: Class 12 contains 193387 members 
Mstep: Class 13 contains 167468 members 
Mstep: Class 16 contains 172173 members 
Mstep: Class 17 contains 170726 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33093 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 59405.718750
Iteration 342Q: 18 clusters Score -1.66438e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 37433 members 
Mstep: Class 7 contains 11760 members 
Mstep: Class 8 contains 164846 members 
Mstep: Class 9 contains 172275 members 
Mstep: Class 10 contains 159258 members 
Mstep: Class 12 contains 193397 members 
Mstep: Class 13 contains 167480 members 
Mstep: Class 16 contains 172170 members 
Mstep: Class 17 contains 170719 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33093 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437840.000000 Penalty: 59405.718750
Iteration 343Q: 18 clusters Score -1.664378e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14019 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37432 members 
Mstep: Class 7 contains 11757 members 
Mstep: Class 8 contains 164846 members 
Mstep: Class 9 contains 172273 members 
Mstep: Class 10 contains 159280 members 
Mstep: Class 12 contains 193429 members 
Mstep: Class 13 contains 167456 members 
Mstep: Class 16 contains 172144 members 
Mstep: Class 17 contains 170723 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33091 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437936.000000 Penalty: 59405.718750
Iteration 344Q: 18 clusters Score -1.664379e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14024 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 37431 members 
Mstep: Class 7 contains 11756 members 
Mstep: Class 8 contains 164846 members 
Mstep: Class 9 contains 172295 members 
Mstep: Class 10 contains 159288 members 
Mstep: Class 12 contains 193468 members 
Mstep: Class 13 contains 167440 members 
Mstep: Class 16 contains 172106 members 
Mstep: Class 17 contains 170710 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33083 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437888.000000 Penalty: 59405.718750
Iteration 345Q: 18 clusters Score -1.664379e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 37432 members 
Mstep: Class 7 contains 11754 members 
Mstep: Class 8 contains 164847 members 
Mstep: Class 9 contains 172313 members 
Mstep: Class 10 contains 159281 members 
Mstep: Class 12 contains 193485 members 
Mstep: Class 13 contains 167419 members 
Mstep: Class 16 contains 172092 members 
Mstep: Class 17 contains 170716 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33077 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 346Q: 18 clusters Score -1.66438e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14050 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11081 members 
Mstep: Class 6 contains 37435 members 
Mstep: Class 7 contains 11749 members 
Mstep: Class 8 contains 164845 members 
Mstep: Class 9 contains 172303 members 
Mstep: Class 10 contains 159265 members 
Mstep: Class 12 contains 193516 members 
Mstep: Class 13 contains 167408 members 
Mstep: Class 16 contains 172091 members 
Mstep: Class 17 contains 170719 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 59405.718750
Iteration 347Q: 18 clusters Score -1.66438e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 37435 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 164851 members 
Mstep: Class 9 contains 172307 members 
Mstep: Class 10 contains 159253 members 
Mstep: Class 12 contains 193542 members 
Mstep: Class 13 contains 167390 members 
Mstep: Class 16 contains 172076 members 
Mstep: Class 17 contains 170724 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438112.000000 Penalty: 59405.718750
Iteration 348Q: 18 clusters Score -1.664381e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 37433 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164846 members 
Mstep: Class 9 contains 172265 members 
Mstep: Class 10 contains 159248 members 
Mstep: Class 12 contains 193559 members 
Mstep: Class 13 contains 167387 members 
Mstep: Class 16 contains 172088 members 
Mstep: Class 17 contains 170741 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 349Q: 18 clusters Score -1.66438e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14091 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37436 members 
Mstep: Class 7 contains 11743 members 
Mstep: Class 8 contains 164838 members 
Mstep: Class 9 contains 172231 members 
Mstep: Class 10 contains 159243 members 
Mstep: Class 12 contains 193566 members 
Mstep: Class 13 contains 167385 members 
Mstep: Class 16 contains 172102 members 
Mstep: Class 17 contains 170755 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438176.000000 Penalty: 59405.718750
Iteration 350Q: 18 clusters Score -1.664382e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11085 members 
Mstep: Class 6 contains 37439 members 
Mstep: Class 7 contains 11743 members 
Mstep: Class 8 contains 164833 members 
Mstep: Class 9 contains 172207 members 
Mstep: Class 10 contains 159235 members 
Mstep: Class 12 contains 193580 members 
Mstep: Class 13 contains 167377 members 
Mstep: Class 16 contains 172109 members 
Mstep: Class 17 contains 170767 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33057 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438208.000000 Penalty: 59405.718750
Iteration 351Q: 18 clusters Score -1.664382e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14105 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 37443 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 164830 members 
Mstep: Class 9 contains 172138 members 
Mstep: Class 10 contains 159231 members 
Mstep: Class 12 contains 193598 members 
Mstep: Class 13 contains 167359 members 
Mstep: Class 16 contains 172156 members 
Mstep: Class 17 contains 170781 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438032.000000 Penalty: 59405.718750
Iteration 352Q: 18 clusters Score -1.66438e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14108 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11085 members 
Mstep: Class 6 contains 37443 members 
Mstep: Class 7 contains 11745 members 
Mstep: Class 8 contains 164826 members 
Mstep: Class 9 contains 172076 members 
Mstep: Class 10 contains 159280 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167331 members 
Mstep: Class 16 contains 172191 members 
Mstep: Class 17 contains 170789 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33053 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 59405.718750
Iteration 353Q: 18 clusters Score -1.66438e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 37449 members 
Mstep: Class 7 contains 11745 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 172031 members 
Mstep: Class 10 contains 159307 members 
Mstep: Class 12 contains 193608 members 
Mstep: Class 13 contains 167304 members 
Mstep: Class 16 contains 172220 members 
Mstep: Class 17 contains 170803 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33049 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438224.000000 Penalty: 59405.718750
Iteration 354Q: 18 clusters Score -1.664382e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14099 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37460 members 
Mstep: Class 7 contains 11745 members 
Mstep: Class 8 contains 164829 members 
Mstep: Class 9 contains 172003 members 
Mstep: Class 10 contains 159335 members 
Mstep: Class 12 contains 193602 members 
Mstep: Class 13 contains 167280 members 
Mstep: Class 16 contains 172246 members 
Mstep: Class 17 contains 170805 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33044 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438240.000000 Penalty: 59405.718750
Iteration 355Q: 18 clusters Score -1.664382e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14095 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 164840 members 
Mstep: Class 9 contains 171982 members 
Mstep: Class 10 contains 159362 members 
Mstep: Class 12 contains 193608 members 
Mstep: Class 13 contains 167259 members 
Mstep: Class 16 contains 172257 members 
Mstep: Class 17 contains 170797 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33039 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438288.000000 Penalty: 59405.718750
Iteration 356Q: 18 clusters Score -1.664383e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14099 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37468 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 164834 members 
Mstep: Class 9 contains 171955 members 
Mstep: Class 10 contains 159382 members 
Mstep: Class 12 contains 193616 members 
Mstep: Class 13 contains 167249 members 
Mstep: Class 16 contains 172265 members 
Mstep: Class 17 contains 170797 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33039 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438224.000000 Penalty: 59405.718750
Iteration 357Q: 18 clusters Score -1.664382e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14099 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11088 members 
Mstep: Class 6 contains 37468 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 164830 members 
Mstep: Class 9 contains 171941 members 
Mstep: Class 10 contains 159395 members 
Mstep: Class 12 contains 193615 members 
Mstep: Class 13 contains 167224 members 
Mstep: Class 16 contains 172276 members 
Mstep: Class 17 contains 170815 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33036 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438304.000000 Penalty: 59405.718750
Iteration 358Q: 18 clusters Score -1.664383e+08 nChanged 677
Entering ConstructFrom: 
Score: -166438304.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71271.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69712.875000 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69712.88 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70286.812500 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70286.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70550.320312 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -70550.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70762.796875 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -70762.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70977.156250 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -70977.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71095.195312 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71095.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71172.093750 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71172.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71265.804688 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71358.640625 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71358.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71422.375000 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -71422.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71471.765625 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -71471.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71488.281250 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -71488.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71488.984375 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -71488.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71488.984375 Penalty: 3284.217285
	Iteration 13F: 3 clusters Score -71488.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37475 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171892 members 
Mstep: Class 10 contains 159408 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167209 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 170831 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
Score: -166436576.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166438304.000000 to -166436576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -565020.625000 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -565020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -560792.187500 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -560792.2 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -561767.812500 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -561767.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -561988.250000 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -561988.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -562139.125000 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -562139.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -562236.875000 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -562236.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -562357.937500 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -562357.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -562456.937500 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -562456.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -562555.812500 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -562555.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -562662.875000 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -562662.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -562766.125000 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -562766.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -562867.625000 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -562867.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -562965.000000 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -562965 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -563067.000000 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -563067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -563139.187500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -563139.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -563189.562500 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -563189.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -563219.312500 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -563219.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -563242.812500 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -563242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -563258.437500 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -563258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -563276.500000 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -563276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -563287.562500 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -563287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -563296.500000 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -563296.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -563305.875000 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -563305.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -563315.312500 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -563315.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -563323.250000 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -563323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -563333.000000 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -563333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -563338.875000 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -563338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -563341.562500 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -563341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -563345.500000 Penalty: 4171.717773
	Iteration 27Q: 3 clusters Score -563345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -563349.437500 Penalty: 4171.717773
	Iteration 28Q: 3 clusters Score -563349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -563355.437500 Penalty: 4171.717773
	Iteration 29Q: 3 clusters Score -563355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -563361.562500 Penalty: 4171.717773
	Iteration 30Q: 3 clusters Score -563361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -563370.562500 Penalty: 4171.717773
	Iteration 31Q: 3 clusters Score -563370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -563379.312500 Penalty: 4171.717773
	Iteration 32Q: 3 clusters Score -563379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -563383.500000 Penalty: 4171.717773
	Iteration 33Q: 3 clusters Score -563383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -563388.187500 Penalty: 4171.717773
	Iteration 34Q: 3 clusters Score -563388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -563391.812500 Penalty: 4171.717773
	Iteration 35Q: 3 clusters Score -563391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -563397.500000 Penalty: 4171.717773
	Iteration 36Q: 3 clusters Score -563397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -563403.937500 Penalty: 4171.717773
	Iteration 37Q: 3 clusters Score -563403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -563410.375000 Penalty: 4171.717773
	Iteration 38Q: 3 clusters Score -563410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -563416.062500 Penalty: 4171.717773
	Iteration 39Q: 3 clusters Score -563416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -563420.125000 Penalty: 4171.717773
	Iteration 40F: 3 clusters Score -563420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -563426.937500 Penalty: 4171.717773
	Iteration 41Q: 3 clusters Score -563426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -563430.625000 Penalty: 4171.717773
	Iteration 42Q: 3 clusters Score -563430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -563432.875000 Penalty: 4171.717773
	Iteration 43Q: 3 clusters Score -563432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -563434.187500 Penalty: 4171.717773
	Iteration 44Q: 3 clusters Score -563434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -563434.312500 Penalty: 4171.717773
	Iteration 45Q: 3 clusters Score -563434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -563435.562500 Penalty: 4171.717773
	Iteration 46Q: 3 clusters Score -563435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -563435.562500 Penalty: 4171.717773
	Iteration 47F: 3 clusters Score -563435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Entering Unmasked Estep 
Score: -1808414.250000 Penalty: 2369.603271
	Iteration 0F: 2 clusters Score -1808414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1798076.750000 Penalty: 4739.206543
	Iteration 0F: 3 clusters Score -1798077 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1801391.375000 Penalty: 4739.206543
	Iteration 1F: 3 clusters Score -1801391 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1801881.375000 Penalty: 4739.206543
	Iteration 2F: 3 clusters Score -1801881 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1802392.875000 Penalty: 4739.206543
	Iteration 3F: 3 clusters Score -1802393 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1802959.500000 Penalty: 4739.206543
	Iteration 4F: 3 clusters Score -1802960 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1803522.000000 Penalty: 4739.206543
	Iteration 5F: 3 clusters Score -1803522 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1804150.125000 Penalty: 4739.206543
	Iteration 6F: 3 clusters Score -1804150 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1804824.375000 Penalty: 4739.206543
	Iteration 7F: 3 clusters Score -1804824 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1805484.250000 Penalty: 4739.206543
	Iteration 8F: 3 clusters Score -1805484 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1806035.750000 Penalty: 4739.206543
	Iteration 9F: 3 clusters Score -1806036 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1806410.250000 Penalty: 4739.206543
	Iteration 10Q: 3 clusters Score -1806410 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1806654.875000 Penalty: 4739.206543
	Iteration 11Q: 3 clusters Score -1806655 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1806792.125000 Penalty: 4739.206543
	Iteration 12Q: 3 clusters Score -1806792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1806863.500000 Penalty: 4739.206543
	Iteration 13Q: 3 clusters Score -1806864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1806911.500000 Penalty: 4739.206543
	Iteration 14Q: 3 clusters Score -1806912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1806945.500000 Penalty: 4739.206543
	Iteration 15Q: 3 clusters Score -1806946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1806964.875000 Penalty: 4739.206543
	Iteration 16Q: 3 clusters Score -1806965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1806986.875000 Penalty: 4739.206543
	Iteration 17Q: 3 clusters Score -1806987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1807000.375000 Penalty: 4739.206543
	Iteration 18Q: 3 clusters Score -1807000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1807005.500000 Penalty: 4739.206543
	Iteration 19Q: 3 clusters Score -1807006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1807018.250000 Penalty: 4739.206543
	Iteration 20F: 3 clusters Score -1807018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1807026.250000 Penalty: 4739.206543
	Iteration 21Q: 3 clusters Score -1807026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1807031.750000 Penalty: 4739.206543
	Iteration 22Q: 3 clusters Score -1807032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1807037.500000 Penalty: 4739.206543
	Iteration 23Q: 3 clusters Score -1807038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1807044.000000 Penalty: 4739.206543
	Iteration 24Q: 3 clusters Score -1807044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1807054.000000 Penalty: 4739.206543
	Iteration 25Q: 3 clusters Score -1807054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1807054.500000 Penalty: 4739.206543
	Iteration 26Q: 3 clusters Score -1807054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1807053.500000 Penalty: 4739.206543
	Iteration 27Q: 3 clusters Score -1807054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1807062.625000 Penalty: 4739.206543
	Iteration 28Q: 3 clusters Score -1807063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1807062.625000 Penalty: 4739.206543
	Iteration 29Q: 3 clusters Score -1807063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1807067.750000 Penalty: 4739.206543
	Iteration 30Q: 3 clusters Score -1807068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1807070.375000 Penalty: 4739.206543
	Iteration 31Q: 3 clusters Score -1807070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1807067.250000 Penalty: 4739.206543
	Iteration 32Q: 3 clusters Score -1807067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1807070.500000 Penalty: 4739.206543
	Iteration 33Q: 3 clusters Score -1807070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1807075.500000 Penalty: 4739.206543
	Iteration 34Q: 3 clusters Score -1807076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1807079.625000 Penalty: 4739.206543
	Iteration 35Q: 3 clusters Score -1807080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1807079.500000 Penalty: 4739.206543
	Iteration 36Q: 3 clusters Score -1807080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1807084.500000 Penalty: 4739.206543
	Iteration 37Q: 3 clusters Score -1807084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1807083.625000 Penalty: 4739.206543
	Iteration 38Q: 3 clusters Score -1807084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1807086.250000 Penalty: 4739.206543
	Iteration 39Q: 3 clusters Score -1807086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1807089.250000 Penalty: 4739.206543
	Iteration 40F: 3 clusters Score -1807089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1807089.125000 Penalty: 4739.206543
	Iteration 41Q: 3 clusters Score -1807089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1807092.125000 Penalty: 4739.206543
	Iteration 42Q: 3 clusters Score -1807092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1807094.625000 Penalty: 4739.206543
	Iteration 43Q: 3 clusters Score -1807095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1807097.750000 Penalty: 4739.206543
	Iteration 44Q: 3 clusters Score -1807098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1807099.500000 Penalty: 4739.206543
	Iteration 45Q: 3 clusters Score -1807100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1807097.875000 Penalty: 4739.206543
	Iteration 46Q: 3 clusters Score -1807098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1807097.875000 Penalty: 4739.206543
	Iteration 47F: 3 clusters Score -1807098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -138321.906250 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -138321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136236.640625 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -136236.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136986.828125 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -136986.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137617.328125 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -137617.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -138440.296875 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -138440.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139098.343750 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -139098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139178.125000 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -139178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139217.828125 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -139217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139232.750000 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -139232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139249.515625 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -139249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139254.562500 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -139254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139256.031250 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -139256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139258.968750 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -139259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139261.484375 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -139261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139261.484375 Penalty: 3552.549072
	Iteration 13F: 3 clusters Score -139261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37475 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171892 members 
Mstep: Class 10 contains 159408 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167209 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 170831 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
Score: -166437520.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166438304.000000 to -166437520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1365858.500000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1365858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1357519.750000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1357520 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1360016.250000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1360016 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1360320.500000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1360320 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1360623.625000 Penalty: 4619.599609
	Iteration 3F: 3 clusters Score -1360624 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1360946.375000 Penalty: 4619.599609
	Iteration 4Q: 3 clusters Score -1360946 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1361373.125000 Penalty: 4619.599609
	Iteration 5Q: 3 clusters Score -1361373 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1361809.375000 Penalty: 4619.599609
	Iteration 6F: 3 clusters Score -1361809 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1362137.125000 Penalty: 4619.599609
	Iteration 7Q: 3 clusters Score -1362137 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1362397.000000 Penalty: 4619.599609
	Iteration 8Q: 3 clusters Score -1362397 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1362605.000000 Penalty: 4619.599609
	Iteration 9Q: 3 clusters Score -1362605 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1362766.625000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1362767 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1362925.000000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1362925 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1363079.125000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1363079 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1363261.875000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1363262 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1363428.250000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1363428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1363578.750000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1363579 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1363687.750000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1363688 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1363786.875000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1363787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1363868.250000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1363868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1363952.000000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1363952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1364036.250000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1364036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1364109.375000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1364109 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1364166.875000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1364167 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1364230.625000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1364231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1364283.000000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1364283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1364340.500000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1364340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1364389.000000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1364389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1364441.875000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1364442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1364490.750000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1364491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1364515.000000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1364515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1364547.625000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1364548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1364571.375000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1364571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1364593.750000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1364594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1364616.750000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1364617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1364625.875000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1364626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1364637.875000 Penalty: 4619.599609
	Iteration 35Q: 3 clusters Score -1364638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1364653.125000 Penalty: 4619.599609
	Iteration 36Q: 3 clusters Score -1364653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1364668.125000 Penalty: 4619.599609
	Iteration 37Q: 3 clusters Score -1364668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1364686.125000 Penalty: 4619.599609
	Iteration 38Q: 3 clusters Score -1364686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1364700.250000 Penalty: 4619.599609
	Iteration 39Q: 3 clusters Score -1364700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1364708.750000 Penalty: 4619.599609
	Iteration 40F: 3 clusters Score -1364709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1364714.375000 Penalty: 4619.599609
	Iteration 41Q: 3 clusters Score -1364714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1364723.500000 Penalty: 4619.599609
	Iteration 42Q: 3 clusters Score -1364724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1364730.875000 Penalty: 4619.599609
	Iteration 43Q: 3 clusters Score -1364731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1364734.125000 Penalty: 4619.599609
	Iteration 44Q: 3 clusters Score -1364734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1364735.625000 Penalty: 4619.599609
	Iteration 45Q: 3 clusters Score -1364736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1364736.000000 Penalty: 4619.599609
	Iteration 46Q: 3 clusters Score -1364736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1364737.000000 Penalty: 4619.599609
	Iteration 47Q: 3 clusters Score -1364737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1364738.000000 Penalty: 4619.599609
	Iteration 48Q: 3 clusters Score -1364738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1364738.125000 Penalty: 4619.599609
	Iteration 49Q: 3 clusters Score -1364738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1364738.250000 Penalty: 4619.599609
	Iteration 50Q: 3 clusters Score -1364738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1364739.375000 Penalty: 4619.599609
	Iteration 51Q: 3 clusters Score -1364739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1364740.250000 Penalty: 4619.599609
	Iteration 52Q: 3 clusters Score -1364740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1364740.250000 Penalty: 4619.599609
	Iteration 53F: 3 clusters Score -1364740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Entering Unmasked Estep 
Score: -4750629.000000 Penalty: 2611.794434
	Iteration 0F: 2 clusters Score -4750629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4725163.000000 Penalty: 5223.588867
	Iteration 0F: 3 clusters Score -4725163 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4734449.500000 Penalty: 5223.588867
	Iteration 1F: 3 clusters Score -4734450 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4734797.000000 Penalty: 5223.588867
	Iteration 2Q: 3 clusters Score -4734797 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4735146.500000 Penalty: 5223.588867
	Iteration 3Q: 3 clusters Score -4735146 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4735511.500000 Penalty: 5223.588867
	Iteration 4Q: 3 clusters Score -4735512 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4735900.500000 Penalty: 5223.588867
	Iteration 5Q: 3 clusters Score -4735900 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4736328.000000 Penalty: 5223.588867
	Iteration 6Q: 3 clusters Score -4736328 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4736909.000000 Penalty: 5223.588867
	Iteration 7Q: 3 clusters Score -4736909 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4737752.500000 Penalty: 5223.588867
	Iteration 8Q: 3 clusters Score -4737752 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4739050.000000 Penalty: 5223.588867
	Iteration 9Q: 3 clusters Score -4739050 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4740843.500000 Penalty: 5223.588867
	Iteration 10F: 3 clusters Score -4740844 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4742688.000000 Penalty: 5223.588867
	Iteration 11F: 3 clusters Score -4742688 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4744020.000000 Penalty: 5223.588867
	Iteration 12F: 3 clusters Score -4744020 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4744745.000000 Penalty: 5223.588867
	Iteration 13Q: 3 clusters Score -4744745 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4745236.000000 Penalty: 5223.588867
	Iteration 14Q: 3 clusters Score -4745236 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4745645.500000 Penalty: 5223.588867
	Iteration 15Q: 3 clusters Score -4745646 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4746022.000000 Penalty: 5223.588867
	Iteration 16Q: 3 clusters Score -4746022 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4746422.500000 Penalty: 5223.588867
	Iteration 17Q: 3 clusters Score -4746422 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4746833.500000 Penalty: 5223.588867
	Iteration 18Q: 3 clusters Score -4746834 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4747180.500000 Penalty: 5223.588867
	Iteration 19Q: 3 clusters Score -4747180 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4747424.000000 Penalty: 5223.588867
	Iteration 20F: 3 clusters Score -4747424 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4747629.500000 Penalty: 5223.588867
	Iteration 21Q: 3 clusters Score -4747630 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4747699.000000 Penalty: 5223.588867
	Iteration 22Q: 3 clusters Score -4747699 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4747770.500000 Penalty: 5223.588867
	Iteration 23Q: 3 clusters Score -4747770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4747817.000000 Penalty: 5223.588867
	Iteration 24Q: 3 clusters Score -4747817 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4747880.000000 Penalty: 5223.588867
	Iteration 25Q: 3 clusters Score -4747880 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4747909.000000 Penalty: 5223.588867
	Iteration 26Q: 3 clusters Score -4747909 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4747950.000000 Penalty: 5223.588867
	Iteration 27Q: 3 clusters Score -4747950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4747948.000000 Penalty: 5223.588867
	Iteration 28Q: 3 clusters Score -4747948 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4747973.500000 Penalty: 5223.588867
	Iteration 29Q: 3 clusters Score -4747974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4747990.500000 Penalty: 5223.588867
	Iteration 30Q: 3 clusters Score -4747990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4748012.500000 Penalty: 5223.588867
	Iteration 31Q: 3 clusters Score -4748012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4748033.000000 Penalty: 5223.588867
	Iteration 32Q: 3 clusters Score -4748033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4748052.000000 Penalty: 5223.588867
	Iteration 33Q: 3 clusters Score -4748052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4748062.500000 Penalty: 5223.588867
	Iteration 34Q: 3 clusters Score -4748062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4748083.500000 Penalty: 5223.588867
	Iteration 35Q: 3 clusters Score -4748084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4748097.000000 Penalty: 5223.588867
	Iteration 36Q: 3 clusters Score -4748097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4748086.000000 Penalty: 5223.588867
	Iteration 37Q: 3 clusters Score -4748086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4748105.000000 Penalty: 5223.588867
	Iteration 38Q: 3 clusters Score -4748105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4748105.500000 Penalty: 5223.588867
	Iteration 39Q: 3 clusters Score -4748106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4748117.000000 Penalty: 5223.588867
	Iteration 40F: 3 clusters Score -4748117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4748120.000000 Penalty: 5223.588867
	Iteration 41Q: 3 clusters Score -4748120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4748132.500000 Penalty: 5223.588867
	Iteration 42Q: 3 clusters Score -4748132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4748146.500000 Penalty: 5223.588867
	Iteration 43Q: 3 clusters Score -4748146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4748163.500000 Penalty: 5223.588867
	Iteration 44Q: 3 clusters Score -4748164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4748181.500000 Penalty: 5223.588867
	Iteration 45Q: 3 clusters Score -4748182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4748189.500000 Penalty: 5223.588867
	Iteration 46Q: 3 clusters Score -4748190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4748174.000000 Penalty: 5223.588867
	Iteration 47Q: 3 clusters Score -4748174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4748152.500000 Penalty: 5223.588867
	Iteration 48Q: 3 clusters Score -4748152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4748159.000000 Penalty: 5223.588867
	Iteration 49Q: 3 clusters Score -4748159 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4748163.000000 Penalty: 5223.588867
	Iteration 50Q: 3 clusters Score -4748163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4748174.000000 Penalty: 5223.588867
	Iteration 51Q: 3 clusters Score -4748174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4748184.000000 Penalty: 5223.588867
	Iteration 52Q: 3 clusters Score -4748184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4748189.000000 Penalty: 5223.588867
	Iteration 53Q: 3 clusters Score -4748189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4748192.000000 Penalty: 5223.588867
	Iteration 54Q: 3 clusters Score -4748192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4748179.000000 Penalty: 5223.588867
	Iteration 55Q: 3 clusters Score -4748179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -4748201.500000 Penalty: 5223.588867
	Iteration 56Q: 3 clusters Score -4748202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4748199.500000 Penalty: 5223.588867
	Iteration 57Q: 3 clusters Score -4748200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4748204.500000 Penalty: 5223.588867
	Iteration 58Q: 3 clusters Score -4748204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4748212.500000 Penalty: 5223.588867
	Iteration 59Q: 3 clusters Score -4748212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4748223.500000 Penalty: 5223.588867
	Iteration 60F: 3 clusters Score -4748224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4748226.000000 Penalty: 5223.588867
	Iteration 61Q: 3 clusters Score -4748226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4748237.000000 Penalty: 5223.588867
	Iteration 62Q: 3 clusters Score -4748237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4748234.000000 Penalty: 5223.588867
	Iteration 63Q: 3 clusters Score -4748234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4748239.000000 Penalty: 5223.588867
	Iteration 64Q: 3 clusters Score -4748239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4748239.500000 Penalty: 5223.588867
	Iteration 65Q: 3 clusters Score -4748240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4748240.000000 Penalty: 5223.588867
	Iteration 66Q: 3 clusters Score -4748240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4748247.500000 Penalty: 5223.588867
	Iteration 67Q: 3 clusters Score -4748248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4748246.000000 Penalty: 5223.588867
	Iteration 68Q: 3 clusters Score -4748246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4748237.000000 Penalty: 5223.588867
	Iteration 69Q: 3 clusters Score -4748237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4748239.000000 Penalty: 5223.588867
	Iteration 70Q: 3 clusters Score -4748239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4748238.000000 Penalty: 5223.588867
	Iteration 71Q: 3 clusters Score -4748238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4748245.000000 Penalty: 5223.588867
	Iteration 72Q: 3 clusters Score -4748245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4748244.000000 Penalty: 5223.588867
	Iteration 73Q: 3 clusters Score -4748244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4748247.500000 Penalty: 5223.588867
	Iteration 74Q: 3 clusters Score -4748248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4748249.500000 Penalty: 5223.588867
	Iteration 75Q: 3 clusters Score -4748250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4748247.500000 Penalty: 5223.588867
	Iteration 76Q: 3 clusters Score -4748248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4748248.000000 Penalty: 5223.588867
	Iteration 77Q: 3 clusters Score -4748248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4748240.000000 Penalty: 5223.588867
	Iteration 78Q: 3 clusters Score -4748240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4748239.500000 Penalty: 5223.588867
	Iteration 79Q: 3 clusters Score -4748240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4748244.500000 Penalty: 5223.588867
	Iteration 80F: 3 clusters Score -4748244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4748251.500000 Penalty: 5223.588867
	Iteration 81Q: 3 clusters Score -4748252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4748255.500000 Penalty: 5223.588867
	Iteration 82Q: 3 clusters Score -4748256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4748255.000000 Penalty: 5223.588867
	Iteration 83Q: 3 clusters Score -4748255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4748267.000000 Penalty: 5223.588867
	Iteration 84Q: 3 clusters Score -4748267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4748267.000000 Penalty: 5223.588867
	Iteration 85Q: 3 clusters Score -4748267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4748273.000000 Penalty: 5223.588867
	Iteration 86Q: 3 clusters Score -4748273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4748281.000000 Penalty: 5223.588867
	Iteration 87Q: 3 clusters Score -4748281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4748287.500000 Penalty: 5223.588867
	Iteration 88Q: 3 clusters Score -4748288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4748286.000000 Penalty: 5223.588867
	Iteration 89Q: 3 clusters Score -4748286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4748272.000000 Penalty: 5223.588867
	Iteration 90Q: 3 clusters Score -4748272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4748276.000000 Penalty: 5223.588867
	Iteration 91Q: 3 clusters Score -4748276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4748275.000000 Penalty: 5223.588867
	Iteration 92Q: 3 clusters Score -4748275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4748288.500000 Penalty: 5223.588867
	Iteration 93Q: 3 clusters Score -4748288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4748290.500000 Penalty: 5223.588867
	Iteration 94Q: 3 clusters Score -4748290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4748286.000000 Penalty: 5223.588867
	Iteration 95Q: 3 clusters Score -4748286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4748284.500000 Penalty: 5223.588867
	Iteration 96Q: 3 clusters Score -4748284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4748284.500000 Penalty: 5223.588867
	Iteration 97Q: 3 clusters Score -4748284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4748299.000000 Penalty: 5223.588867
	Iteration 98Q: 3 clusters Score -4748299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -4748312.000000 Penalty: 5223.588867
	Iteration 99Q: 3 clusters Score -4748312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4748303.500000 Penalty: 5223.588867
	Iteration 100F: 3 clusters Score -4748304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4748317.500000 Penalty: 5223.588867
	Iteration 101Q: 3 clusters Score -4748318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4748313.000000 Penalty: 5223.588867
	Iteration 102Q: 3 clusters Score -4748313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4748316.500000 Penalty: 5223.588867
	Iteration 103Q: 3 clusters Score -4748316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4748322.500000 Penalty: 5223.588867
	Iteration 104Q: 3 clusters Score -4748322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4748324.000000 Penalty: 5223.588867
	Iteration 105Q: 3 clusters Score -4748324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4748330.500000 Penalty: 5223.588867
	Iteration 106Q: 3 clusters Score -4748330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4748328.000000 Penalty: 5223.588867
	Iteration 107Q: 3 clusters Score -4748328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4748321.500000 Penalty: 5223.588867
	Iteration 108Q: 3 clusters Score -4748322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4748328.500000 Penalty: 5223.588867
	Iteration 109Q: 3 clusters Score -4748328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4748316.500000 Penalty: 5223.588867
	Iteration 110Q: 3 clusters Score -4748316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4748326.000000 Penalty: 5223.588867
	Iteration 111Q: 3 clusters Score -4748326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4748331.000000 Penalty: 5223.588867
	Iteration 112Q: 3 clusters Score -4748331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4748339.500000 Penalty: 5223.588867
	Iteration 113Q: 3 clusters Score -4748340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4748339.000000 Penalty: 5223.588867
	Iteration 114Q: 3 clusters Score -4748339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4748339.000000 Penalty: 5223.588867
	Iteration 115Q: 3 clusters Score -4748339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4748340.000000 Penalty: 5223.588867
	Iteration 116Q: 3 clusters Score -4748340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4748344.000000 Penalty: 5223.588867
	Iteration 117Q: 3 clusters Score -4748344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -4748354.500000 Penalty: 5223.588867
	Iteration 118Q: 3 clusters Score -4748354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4748363.500000 Penalty: 5223.588867
	Iteration 119Q: 3 clusters Score -4748364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4748359.500000 Penalty: 5223.588867
	Iteration 120F: 3 clusters Score -4748360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4748351.000000 Penalty: 5223.588867
	Iteration 121Q: 3 clusters Score -4748351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4748359.500000 Penalty: 5223.588867
	Iteration 122Q: 3 clusters Score -4748360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4748346.500000 Penalty: 5223.588867
	Iteration 123Q: 3 clusters Score -4748346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4748349.000000 Penalty: 5223.588867
	Iteration 124Q: 3 clusters Score -4748349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4748344.000000 Penalty: 5223.588867
	Iteration 125Q: 3 clusters Score -4748344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4748355.500000 Penalty: 5223.588867
	Iteration 126Q: 3 clusters Score -4748356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4748361.500000 Penalty: 5223.588867
	Iteration 127Q: 3 clusters Score -4748362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4748360.500000 Penalty: 5223.588867
	Iteration 128Q: 3 clusters Score -4748360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4748355.000000 Penalty: 5223.588867
	Iteration 129Q: 3 clusters Score -4748355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4748352.000000 Penalty: 5223.588867
	Iteration 130Q: 3 clusters Score -4748352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4748354.000000 Penalty: 5223.588867
	Iteration 131Q: 3 clusters Score -4748354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4748356.000000 Penalty: 5223.588867
	Iteration 132Q: 3 clusters Score -4748356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4748352.000000 Penalty: 5223.588867
	Iteration 133Q: 3 clusters Score -4748352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4748353.000000 Penalty: 5223.588867
	Iteration 134Q: 3 clusters Score -4748353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4748355.000000 Penalty: 5223.588867
	Iteration 135Q: 3 clusters Score -4748355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4748359.500000 Penalty: 5223.588867
	Iteration 136Q: 3 clusters Score -4748360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4748358.000000 Penalty: 5223.588867
	Iteration 137Q: 3 clusters Score -4748358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -4748357.000000 Penalty: 5223.588867
	Iteration 138Q: 3 clusters Score -4748357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4748360.500000 Penalty: 5223.588867
	Iteration 139Q: 3 clusters Score -4748360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4748370.000000 Penalty: 5223.588867
	Iteration 140F: 3 clusters Score -4748370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4748366.000000 Penalty: 5223.588867
	Iteration 141Q: 3 clusters Score -4748366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4748367.000000 Penalty: 5223.588867
	Iteration 142Q: 3 clusters Score -4748367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4748364.500000 Penalty: 5223.588867
	Iteration 143Q: 3 clusters Score -4748364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4748364.500000 Penalty: 5223.588867
	Iteration 144F: 3 clusters Score -4748364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Entering Unmasked Estep 
Score: -1509048.625000 Penalty: 2323.989990
	Iteration 0F: 2 clusters Score -1509049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1500217.500000 Penalty: 4647.979980
	Iteration 0F: 3 clusters Score -1500218 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1502935.000000 Penalty: 4647.979980
	Iteration 1F: 3 clusters Score -1502935 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1503316.750000 Penalty: 4647.979980
	Iteration 2F: 3 clusters Score -1503317 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1503677.250000 Penalty: 4647.979980
	Iteration 3F: 3 clusters Score -1503677 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1504001.625000 Penalty: 4647.979980
	Iteration 4Q: 3 clusters Score -1504002 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1504313.375000 Penalty: 4647.979980
	Iteration 5Q: 3 clusters Score -1504313 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1504614.000000 Penalty: 4647.979980
	Iteration 6Q: 3 clusters Score -1504614 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1504931.500000 Penalty: 4647.979980
	Iteration 7Q: 3 clusters Score -1504932 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1505241.250000 Penalty: 4647.979980
	Iteration 8Q: 3 clusters Score -1505241 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1505570.625000 Penalty: 4647.979980
	Iteration 9Q: 3 clusters Score -1505571 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1505868.250000 Penalty: 4647.979980
	Iteration 10Q: 3 clusters Score -1505868 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1506133.375000 Penalty: 4647.979980
	Iteration 11Q: 3 clusters Score -1506133 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1506361.625000 Penalty: 4647.979980
	Iteration 12Q: 3 clusters Score -1506362 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1506538.000000 Penalty: 4647.979980
	Iteration 13Q: 3 clusters Score -1506538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1506645.125000 Penalty: 4647.979980
	Iteration 14Q: 3 clusters Score -1506645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1506721.375000 Penalty: 4647.979980
	Iteration 15Q: 3 clusters Score -1506721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1506792.625000 Penalty: 4647.979980
	Iteration 16Q: 3 clusters Score -1506793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1506851.125000 Penalty: 4647.979980
	Iteration 17Q: 3 clusters Score -1506851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1506902.625000 Penalty: 4647.979980
	Iteration 18Q: 3 clusters Score -1506903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1506941.125000 Penalty: 4647.979980
	Iteration 19Q: 3 clusters Score -1506941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1506966.250000 Penalty: 4647.979980
	Iteration 20F: 3 clusters Score -1506966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1506986.500000 Penalty: 4647.979980
	Iteration 21Q: 3 clusters Score -1506986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1507006.750000 Penalty: 4647.979980
	Iteration 22Q: 3 clusters Score -1507007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1507029.250000 Penalty: 4647.979980
	Iteration 23Q: 3 clusters Score -1507029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1507049.625000 Penalty: 4647.979980
	Iteration 24Q: 3 clusters Score -1507050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1507059.625000 Penalty: 4647.979980
	Iteration 25Q: 3 clusters Score -1507060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1507070.250000 Penalty: 4647.979980
	Iteration 26Q: 3 clusters Score -1507070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1507080.125000 Penalty: 4647.979980
	Iteration 27Q: 3 clusters Score -1507080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1507083.250000 Penalty: 4647.979980
	Iteration 28Q: 3 clusters Score -1507083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1507083.875000 Penalty: 4647.979980
	Iteration 29Q: 3 clusters Score -1507084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1507086.375000 Penalty: 4647.979980
	Iteration 30Q: 3 clusters Score -1507086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1507084.875000 Penalty: 4647.979980
	Iteration 31Q: 3 clusters Score -1507085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1507086.750000 Penalty: 4647.979980
	Iteration 32Q: 3 clusters Score -1507087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1507088.750000 Penalty: 4647.979980
	Iteration 33Q: 3 clusters Score -1507089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1507089.875000 Penalty: 4647.979980
	Iteration 34Q: 3 clusters Score -1507090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1507089.875000 Penalty: 4647.979980
	Iteration 35F: 3 clusters Score -1507090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (164828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Entering Unmasked Estep 
Score: -21307008.000000 Penalty: 2979.139160
	Iteration 0F: 2 clusters Score -2.130701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -21198902.000000 Penalty: 5958.278320
	Iteration 0F: 3 clusters Score -2.11989e+07 nChanged 78978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -21245120.000000 Penalty: 5958.278320
	Iteration 1F: 3 clusters Score -2.124512e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -21246542.000000 Penalty: 5958.278320
	Iteration 2Q: 3 clusters Score -2.124654e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -21248722.000000 Penalty: 5958.278320
	Iteration 3Q: 3 clusters Score -2.124872e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -21252800.000000 Penalty: 5958.278320
	Iteration 4Q: 3 clusters Score -2.12528e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -21258644.000000 Penalty: 5958.278320
	Iteration 5F: 3 clusters Score -2.125864e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -21266312.000000 Penalty: 5958.278320
	Iteration 6F: 3 clusters Score -2.126631e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -21274976.000000 Penalty: 5958.278320
	Iteration 7F: 3 clusters Score -2.127498e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -21282106.000000 Penalty: 5958.278320
	Iteration 8F: 3 clusters Score -2.128211e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -21286156.000000 Penalty: 5958.278320
	Iteration 9Q: 3 clusters Score -2.128616e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -21287786.000000 Penalty: 5958.278320
	Iteration 10Q: 3 clusters Score -2.128779e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -21288530.000000 Penalty: 5958.278320
	Iteration 11Q: 3 clusters Score -2.128853e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -21288954.000000 Penalty: 5958.278320
	Iteration 12Q: 3 clusters Score -2.128895e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -21289316.000000 Penalty: 5958.278320
	Iteration 13Q: 3 clusters Score -2.128932e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -21289620.000000 Penalty: 5958.278320
	Iteration 14Q: 3 clusters Score -2.128962e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -21289842.000000 Penalty: 5958.278320
	Iteration 15Q: 3 clusters Score -2.128984e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -21290134.000000 Penalty: 5958.278320
	Iteration 16Q: 3 clusters Score -2.129013e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -21290380.000000 Penalty: 5958.278320
	Iteration 17Q: 3 clusters Score -2.129038e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -21290670.000000 Penalty: 5958.278320
	Iteration 18Q: 3 clusters Score -2.129067e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -21291006.000000 Penalty: 5958.278320
	Iteration 19Q: 3 clusters Score -2.129101e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -21291386.000000 Penalty: 5958.278320
	Iteration 20F: 3 clusters Score -2.129139e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -21291682.000000 Penalty: 5958.278320
	Iteration 21Q: 3 clusters Score -2.129168e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -21292036.000000 Penalty: 5958.278320
	Iteration 22Q: 3 clusters Score -2.129204e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -21292408.000000 Penalty: 5958.278320
	Iteration 23Q: 3 clusters Score -2.129241e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -21292790.000000 Penalty: 5958.278320
	Iteration 24Q: 3 clusters Score -2.129279e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -21293158.000000 Penalty: 5958.278320
	Iteration 25Q: 3 clusters Score -2.129316e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -21293724.000000 Penalty: 5958.278320
	Iteration 26Q: 3 clusters Score -2.129372e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -21294190.000000 Penalty: 5958.278320
	Iteration 27Q: 3 clusters Score -2.129419e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 131812 members 
Entering Unmasked Estep 
Score: -21294608.000000 Penalty: 5958.278320
	Iteration 28Q: 3 clusters Score -2.129461e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -21295280.000000 Penalty: 5958.278320
	Iteration 29Q: 3 clusters Score -2.129528e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -21295920.000000 Penalty: 5958.278320
	Iteration 30Q: 3 clusters Score -2.129592e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 137520 members 
Entering Unmasked Estep 
Score: -21296334.000000 Penalty: 5958.278320
	Iteration 31Q: 3 clusters Score -2.129633e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -21296984.000000 Penalty: 5958.278320
	Iteration 32Q: 3 clusters Score -2.129698e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -21297584.000000 Penalty: 5958.278320
	Iteration 33Q: 3 clusters Score -2.129758e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 143034 members 
Entering Unmasked Estep 
Score: -21298194.000000 Penalty: 5958.278320
	Iteration 34Q: 3 clusters Score -2.129819e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -21298760.000000 Penalty: 5958.278320
	Iteration 35Q: 3 clusters Score -2.129876e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -21299374.000000 Penalty: 5958.278320
	Iteration 36Q: 3 clusters Score -2.129937e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -21299878.000000 Penalty: 5958.278320
	Iteration 37Q: 3 clusters Score -2.129988e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -21300570.000000 Penalty: 5958.278320
	Iteration 38Q: 3 clusters Score -2.130057e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -21301158.000000 Penalty: 5958.278320
	Iteration 39Q: 3 clusters Score -2.130116e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -21301714.000000 Penalty: 5958.278320
	Iteration 40F: 3 clusters Score -2.130171e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 153302 members 
Entering Unmasked Estep 
Score: -21302408.000000 Penalty: 5958.278320
	Iteration 41Q: 3 clusters Score -2.130241e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -21303044.000000 Penalty: 5958.278320
	Iteration 42Q: 3 clusters Score -2.130304e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -21303438.000000 Penalty: 5958.278320
	Iteration 43Q: 3 clusters Score -2.130344e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 155686 members 
Entering Unmasked Estep 
Score: -21303834.000000 Penalty: 5958.278320
	Iteration 44Q: 3 clusters Score -2.130383e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -21304202.000000 Penalty: 5958.278320
	Iteration 45Q: 3 clusters Score -2.13042e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 156626 members 
Entering Unmasked Estep 
Score: -21304402.000000 Penalty: 5958.278320
	Iteration 46Q: 3 clusters Score -2.13044e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 156960 members 
Entering Unmasked Estep 
Score: -21304524.000000 Penalty: 5958.278320
	Iteration 47Q: 3 clusters Score -2.130452e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -21304670.000000 Penalty: 5958.278320
	Iteration 48Q: 3 clusters Score -2.130467e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -21304702.000000 Penalty: 5958.278320
	Iteration 49Q: 3 clusters Score -2.13047e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -21304728.000000 Penalty: 5958.278320
	Iteration 50Q: 3 clusters Score -2.130473e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -21304750.000000 Penalty: 5958.278320
	Iteration 51Q: 3 clusters Score -2.130475e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -21304732.000000 Penalty: 5958.278320
	Iteration 52Q: 3 clusters Score -2.130473e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -21304756.000000 Penalty: 5958.278320
	Iteration 53Q: 3 clusters Score -2.130476e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -21304776.000000 Penalty: 5958.278320
	Iteration 54Q: 3 clusters Score -2.130478e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -21304806.000000 Penalty: 5958.278320
	Iteration 55Q: 3 clusters Score -2.130481e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -21304804.000000 Penalty: 5958.278320
	Iteration 56Q: 3 clusters Score -2.13048e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -21304798.000000 Penalty: 5958.278320
	Iteration 57Q: 3 clusters Score -2.13048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -21304786.000000 Penalty: 5958.278320
	Iteration 58Q: 3 clusters Score -2.130479e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -21304794.000000 Penalty: 5958.278320
	Iteration 59Q: 3 clusters Score -2.130479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -21304758.000000 Penalty: 5958.278320
	Iteration 60F: 3 clusters Score -2.130476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -21304768.000000 Penalty: 5958.278320
	Iteration 61Q: 3 clusters Score -2.130477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 158839 members 
Entering Unmasked Estep 
Score: -21304766.000000 Penalty: 5958.278320
	Iteration 62Q: 3 clusters Score -2.130477e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -21304768.000000 Penalty: 5958.278320
	Iteration 63Q: 3 clusters Score -2.130477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 158970 members 
Entering Unmasked Estep 
Score: -21304782.000000 Penalty: 5958.278320
	Iteration 64Q: 3 clusters Score -2.130478e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 159022 members 
Entering Unmasked Estep 
Score: -21304784.000000 Penalty: 5958.278320
	Iteration 65Q: 3 clusters Score -2.130478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -21304782.000000 Penalty: 5958.278320
	Iteration 66Q: 3 clusters Score -2.130478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 159103 members 
Entering Unmasked Estep 
Score: -21304794.000000 Penalty: 5958.278320
	Iteration 67Q: 3 clusters Score -2.130479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -21304814.000000 Penalty: 5958.278320
	Iteration 68Q: 3 clusters Score -2.130481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 159190 members 
Entering Unmasked Estep 
Score: -21304828.000000 Penalty: 5958.278320
	Iteration 69Q: 3 clusters Score -2.130483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -21304838.000000 Penalty: 5958.278320
	Iteration 70Q: 3 clusters Score -2.130484e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -21304826.000000 Penalty: 5958.278320
	Iteration 71Q: 3 clusters Score -2.130483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -21304834.000000 Penalty: 5958.278320
	Iteration 72Q: 3 clusters Score -2.130483e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 159363 members 
Entering Unmasked Estep 
Score: -21304844.000000 Penalty: 5958.278320
	Iteration 73Q: 3 clusters Score -2.130484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 159405 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 74Q: 3 clusters Score -2.130489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -21304868.000000 Penalty: 5958.278320
	Iteration 75Q: 3 clusters Score -2.130487e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21304856.000000 Penalty: 5958.278320
	Iteration 76Q: 3 clusters Score -2.130486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -21304858.000000 Penalty: 5958.278320
	Iteration 77Q: 3 clusters Score -2.130486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -21304862.000000 Penalty: 5958.278320
	Iteration 78Q: 3 clusters Score -2.130486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -21304854.000000 Penalty: 5958.278320
	Iteration 79Q: 3 clusters Score -2.130485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -21304842.000000 Penalty: 5958.278320
	Iteration 80F: 3 clusters Score -2.130484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -21304840.000000 Penalty: 5958.278320
	Iteration 81Q: 3 clusters Score -2.130484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -21304864.000000 Penalty: 5958.278320
	Iteration 82Q: 3 clusters Score -2.130486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -21304870.000000 Penalty: 5958.278320
	Iteration 83Q: 3 clusters Score -2.130487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 84Q: 3 clusters Score -2.130488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -21304882.000000 Penalty: 5958.278320
	Iteration 85Q: 3 clusters Score -2.130488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 159721 members 
Entering Unmasked Estep 
Score: -21304872.000000 Penalty: 5958.278320
	Iteration 86Q: 3 clusters Score -2.130487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -21304888.000000 Penalty: 5958.278320
	Iteration 87Q: 3 clusters Score -2.130489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -21304900.000000 Penalty: 5958.278320
	Iteration 88Q: 3 clusters Score -2.13049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 89Q: 3 clusters Score -2.13049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 90Q: 3 clusters Score -2.130491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 159800 members 
Entering Unmasked Estep 
Score: -21304910.000000 Penalty: 5958.278320
	Iteration 91Q: 3 clusters Score -2.130491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 92Q: 3 clusters Score -2.13049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -21304902.000000 Penalty: 5958.278320
	Iteration 93Q: 3 clusters Score -2.13049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 159826 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 94Q: 3 clusters Score -2.130491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 95Q: 3 clusters Score -2.130491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 159849 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 96Q: 3 clusters Score -2.130489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -21304902.000000 Penalty: 5958.278320
	Iteration 97Q: 3 clusters Score -2.13049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -21304890.000000 Penalty: 5958.278320
	Iteration 98Q: 3 clusters Score -2.130489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 159882 members 
Entering Unmasked Estep 
Score: -21304890.000000 Penalty: 5958.278320
	Iteration 99Q: 3 clusters Score -2.130489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 100F: 3 clusters Score -2.130488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 159895 members 
Entering Unmasked Estep 
Score: -21304872.000000 Penalty: 5958.278320
	Iteration 101Q: 3 clusters Score -2.130487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 102Q: 3 clusters Score -2.13049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 103Q: 3 clusters Score -2.130489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 159910 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 104Q: 3 clusters Score -2.130491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -21304900.000000 Penalty: 5958.278320
	Iteration 105Q: 3 clusters Score -2.13049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -21304888.000000 Penalty: 5958.278320
	Iteration 106Q: 3 clusters Score -2.130489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5958.278320
	Iteration 107Q: 3 clusters Score -2.13049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 108Q: 3 clusters Score -2.130489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 159950 members 
Entering Unmasked Estep 
Score: -21304882.000000 Penalty: 5958.278320
	Iteration 109Q: 3 clusters Score -2.130488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -21304884.000000 Penalty: 5958.278320
	Iteration 110Q: 3 clusters Score -2.130488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -21304868.000000 Penalty: 5958.278320
	Iteration 111Q: 3 clusters Score -2.130487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -21304870.000000 Penalty: 5958.278320
	Iteration 112Q: 3 clusters Score -2.130487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -21304884.000000 Penalty: 5958.278320
	Iteration 113Q: 3 clusters Score -2.130488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -21304884.000000 Penalty: 5958.278320
	Iteration 114Q: 3 clusters Score -2.130488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 115Q: 3 clusters Score -2.130488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 116Q: 3 clusters Score -2.13049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -21304888.000000 Penalty: 5958.278320
	Iteration 117Q: 3 clusters Score -2.130489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -21304868.000000 Penalty: 5958.278320
	Iteration 118Q: 3 clusters Score -2.130487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 160065 members 
Entering Unmasked Estep 
Score: -21304888.000000 Penalty: 5958.278320
	Iteration 119Q: 3 clusters Score -2.130489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -21304890.000000 Penalty: 5958.278320
	Iteration 120F: 3 clusters Score -2.130489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -21304916.000000 Penalty: 5958.278320
	Iteration 121Q: 3 clusters Score -2.130492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 122Q: 3 clusters Score -2.130489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 160105 members 
Entering Unmasked Estep 
Score: -21304884.000000 Penalty: 5958.278320
	Iteration 123Q: 3 clusters Score -2.130488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 160123 members 
Entering Unmasked Estep 
Score: -21304914.000000 Penalty: 5958.278320
	Iteration 124Q: 3 clusters Score -2.130491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -21304876.000000 Penalty: 5958.278320
	Iteration 125Q: 3 clusters Score -2.130488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 126Q: 3 clusters Score -2.130488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 127Q: 3 clusters Score -2.130489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 128Q: 3 clusters Score -2.130491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5958.278320
	Iteration 129Q: 3 clusters Score -2.13049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 130Q: 3 clusters Score -2.130488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -21304902.000000 Penalty: 5958.278320
	Iteration 131Q: 3 clusters Score -2.13049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -21304904.000000 Penalty: 5958.278320
	Iteration 132Q: 3 clusters Score -2.13049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 160281 members 
Entering Unmasked Estep 
Score: -21304876.000000 Penalty: 5958.278320
	Iteration 133Q: 3 clusters Score -2.130488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -21304862.000000 Penalty: 5958.278320
	Iteration 134Q: 3 clusters Score -2.130486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 135Q: 3 clusters Score -2.130489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 136Q: 3 clusters Score -2.130489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 137Q: 3 clusters Score -2.130489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 138Q: 3 clusters Score -2.130489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -21304886.000000 Penalty: 5958.278320
	Iteration 139Q: 3 clusters Score -2.130489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 140F: 3 clusters Score -2.130491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -21304880.000000 Penalty: 5958.278320
	Iteration 141Q: 3 clusters Score -2.130488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 160435 members 
Entering Unmasked Estep 
Score: -21304900.000000 Penalty: 5958.278320
	Iteration 142Q: 3 clusters Score -2.13049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -21304876.000000 Penalty: 5958.278320
	Iteration 143Q: 3 clusters Score -2.130488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -21304890.000000 Penalty: 5958.278320
	Iteration 144Q: 3 clusters Score -2.130489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -21304888.000000 Penalty: 5958.278320
	Iteration 145Q: 3 clusters Score -2.130489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -21304900.000000 Penalty: 5958.278320
	Iteration 146Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 160447 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5958.278320
	Iteration 147Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 160449 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5958.278320
	Iteration 148Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -21304912.000000 Penalty: 5958.278320
	Iteration 149Q: 3 clusters Score -2.130491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 160454 members 
Entering Unmasked Estep 
Score: -21304900.000000 Penalty: 5958.278320
	Iteration 150Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -21304910.000000 Penalty: 5958.278320
	Iteration 151Q: 3 clusters Score -2.130491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -21304906.000000 Penalty: 5958.278320
	Iteration 152Q: 3 clusters Score -2.130491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -21304892.000000 Penalty: 5958.278320
	Iteration 153Q: 3 clusters Score -2.130489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -21304904.000000 Penalty: 5958.278320
	Iteration 154Q: 3 clusters Score -2.13049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 155Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -21304896.000000 Penalty: 5958.278320
	Iteration 156Q: 3 clusters Score -2.13049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -21304898.000000 Penalty: 5958.278320
	Iteration 157Q: 3 clusters Score -2.13049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 158Q: 3 clusters Score -2.130491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -21304908.000000 Penalty: 5958.278320
	Iteration 159F: 3 clusters Score -2.130491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (171892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171892 members 
Entering Unmasked Estep 
Score: -22254464.000000 Penalty: 2989.546143
	Iteration 0F: 2 clusters Score -2.225446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -22143002.000000 Penalty: 5979.092285
	Iteration 0F: 3 clusters Score -2.2143e+07 nChanged 82232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -22190762.000000 Penalty: 5979.092285
	Iteration 1F: 3 clusters Score -2.219076e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -22192032.000000 Penalty: 5979.092285
	Iteration 2Q: 3 clusters Score -2.219203e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -22193962.000000 Penalty: 5979.092285
	Iteration 3Q: 3 clusters Score -2.219396e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -22196830.000000 Penalty: 5979.092285
	Iteration 4Q: 3 clusters Score -2.219683e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -22201130.000000 Penalty: 5979.092285
	Iteration 5F: 3 clusters Score -2.220113e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -22208334.000000 Penalty: 5979.092285
	Iteration 6F: 3 clusters Score -2.220833e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -22218828.000000 Penalty: 5979.092285
	Iteration 7F: 3 clusters Score -2.221883e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -22231382.000000 Penalty: 5979.092285
	Iteration 8F: 3 clusters Score -2.223138e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -22241818.000000 Penalty: 5979.092285
	Iteration 9F: 3 clusters Score -2.224182e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -22247928.000000 Penalty: 5979.092285
	Iteration 10Q: 3 clusters Score -2.224793e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -22250528.000000 Penalty: 5979.092285
	Iteration 11Q: 3 clusters Score -2.225053e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170018 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -22251486.000000 Penalty: 5979.092285
	Iteration 12Q: 3 clusters Score -2.225149e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22251840.000000 Penalty: 5979.092285
	Iteration 13Q: 3 clusters Score -2.225184e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22251968.000000 Penalty: 5979.092285
	Iteration 14Q: 3 clusters Score -2.225197e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -22252086.000000 Penalty: 5979.092285
	Iteration 15Q: 3 clusters Score -2.225209e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22252164.000000 Penalty: 5979.092285
	Iteration 16Q: 3 clusters Score -2.225216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22252204.000000 Penalty: 5979.092285
	Iteration 17Q: 3 clusters Score -2.22522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22252238.000000 Penalty: 5979.092285
	Iteration 18Q: 3 clusters Score -2.225224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22252264.000000 Penalty: 5979.092285
	Iteration 19Q: 3 clusters Score -2.225226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22252276.000000 Penalty: 5979.092285
	Iteration 20F: 3 clusters Score -2.225228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171327 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22252302.000000 Penalty: 5979.092285
	Iteration 21Q: 3 clusters Score -2.22523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171336 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -22252318.000000 Penalty: 5979.092285
	Iteration 22Q: 3 clusters Score -2.225232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22252334.000000 Penalty: 5979.092285
	Iteration 23Q: 3 clusters Score -2.225233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -22252340.000000 Penalty: 5979.092285
	Iteration 24Q: 3 clusters Score -2.225234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22252342.000000 Penalty: 5979.092285
	Iteration 25Q: 3 clusters Score -2.225234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22252334.000000 Penalty: 5979.092285
	Iteration 26Q: 3 clusters Score -2.225233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22252354.000000 Penalty: 5979.092285
	Iteration 27Q: 3 clusters Score -2.225235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22252358.000000 Penalty: 5979.092285
	Iteration 28Q: 3 clusters Score -2.225236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22252350.000000 Penalty: 5979.092285
	Iteration 29Q: 3 clusters Score -2.225235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22252366.000000 Penalty: 5979.092285
	Iteration 30Q: 3 clusters Score -2.225237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22252368.000000 Penalty: 5979.092285
	Iteration 31Q: 3 clusters Score -2.225237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22252366.000000 Penalty: 5979.092285
	Iteration 32Q: 3 clusters Score -2.225237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -22252380.000000 Penalty: 5979.092285
	Iteration 33Q: 3 clusters Score -2.225238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22252390.000000 Penalty: 5979.092285
	Iteration 34Q: 3 clusters Score -2.225239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22252408.000000 Penalty: 5979.092285
	Iteration 35Q: 3 clusters Score -2.225241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22252414.000000 Penalty: 5979.092285
	Iteration 36Q: 3 clusters Score -2.225241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22252422.000000 Penalty: 5979.092285
	Iteration 37Q: 3 clusters Score -2.225242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22252424.000000 Penalty: 5979.092285
	Iteration 38Q: 3 clusters Score -2.225242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22252426.000000 Penalty: 5979.092285
	Iteration 39Q: 3 clusters Score -2.225243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22252428.000000 Penalty: 5979.092285
	Iteration 40F: 3 clusters Score -2.225243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22252426.000000 Penalty: 5979.092285
	Iteration 41Q: 3 clusters Score -2.225243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22252432.000000 Penalty: 5979.092285
	Iteration 42Q: 3 clusters Score -2.225243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22252424.000000 Penalty: 5979.092285
	Iteration 43Q: 3 clusters Score -2.225242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22252444.000000 Penalty: 5979.092285
	Iteration 44Q: 3 clusters Score -2.225244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22252464.000000 Penalty: 5979.092285
	Iteration 45Q: 3 clusters Score -2.225246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22252454.000000 Penalty: 5979.092285
	Iteration 46Q: 3 clusters Score -2.225245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22252460.000000 Penalty: 5979.092285
	Iteration 47Q: 3 clusters Score -2.225246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22252472.000000 Penalty: 5979.092285
	Iteration 48Q: 3 clusters Score -2.225247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22252454.000000 Penalty: 5979.092285
	Iteration 49Q: 3 clusters Score -2.225245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22252462.000000 Penalty: 5979.092285
	Iteration 50Q: 3 clusters Score -2.225246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22252464.000000 Penalty: 5979.092285
	Iteration 51Q: 3 clusters Score -2.225246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22252466.000000 Penalty: 5979.092285
	Iteration 52Q: 3 clusters Score -2.225247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22252472.000000 Penalty: 5979.092285
	Iteration 53Q: 3 clusters Score -2.225247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22252474.000000 Penalty: 5979.092285
	Iteration 54Q: 3 clusters Score -2.225247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22252474.000000 Penalty: 5979.092285
	Iteration 55F: 3 clusters Score -2.225247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Entering Unmasked Estep 
Score: -20463302.000000 Penalty: 2970.847168
	Iteration 0F: 2 clusters Score -2.04633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -20356760.000000 Penalty: 5941.694336
	Iteration 0F: 3 clusters Score -2.035676e+07 nChanged 76349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -20402616.000000 Penalty: 5941.694336
	Iteration 1F: 3 clusters Score -2.040262e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -20404734.000000 Penalty: 5941.694336
	Iteration 2Q: 3 clusters Score -2.040473e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -20407260.000000 Penalty: 5941.694336
	Iteration 3Q: 3 clusters Score -2.040726e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -20411066.000000 Penalty: 5941.694336
	Iteration 4Q: 3 clusters Score -2.041107e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -20415900.000000 Penalty: 5941.694336
	Iteration 5F: 3 clusters Score -2.04159e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -20422468.000000 Penalty: 5941.694336
	Iteration 6F: 3 clusters Score -2.042247e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -20430064.000000 Penalty: 5941.694336
	Iteration 7F: 3 clusters Score -2.043006e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -20436318.000000 Penalty: 5941.694336
	Iteration 8F: 3 clusters Score -2.043632e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -20439770.000000 Penalty: 5941.694336
	Iteration 9Q: 3 clusters Score -2.043977e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -20441292.000000 Penalty: 5941.694336
	Iteration 10Q: 3 clusters Score -2.044129e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -20442146.000000 Penalty: 5941.694336
	Iteration 11Q: 3 clusters Score -2.044215e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -20442844.000000 Penalty: 5941.694336
	Iteration 12Q: 3 clusters Score -2.044284e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -20443334.000000 Penalty: 5941.694336
	Iteration 13Q: 3 clusters Score -2.044333e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -20444020.000000 Penalty: 5941.694336
	Iteration 14Q: 3 clusters Score -2.044402e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -20444676.000000 Penalty: 5941.694336
	Iteration 15Q: 3 clusters Score -2.044468e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -20445578.000000 Penalty: 5941.694336
	Iteration 16Q: 3 clusters Score -2.044558e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -20446562.000000 Penalty: 5941.694336
	Iteration 17Q: 3 clusters Score -2.044656e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -20447548.000000 Penalty: 5941.694336
	Iteration 18Q: 3 clusters Score -2.044755e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -20448750.000000 Penalty: 5941.694336
	Iteration 19Q: 3 clusters Score -2.044875e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -20450072.000000 Penalty: 5941.694336
	Iteration 20F: 3 clusters Score -2.045007e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -20451686.000000 Penalty: 5941.694336
	Iteration 21Q: 3 clusters Score -2.045169e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -20453346.000000 Penalty: 5941.694336
	Iteration 22Q: 3 clusters Score -2.045335e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -20454934.000000 Penalty: 5941.694336
	Iteration 23Q: 3 clusters Score -2.045493e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -20456204.000000 Penalty: 5941.694336
	Iteration 24Q: 3 clusters Score -2.04562e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -20457070.000000 Penalty: 5941.694336
	Iteration 25Q: 3 clusters Score -2.045707e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -20457514.000000 Penalty: 5941.694336
	Iteration 26Q: 3 clusters Score -2.045751e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -20457950.000000 Penalty: 5941.694336
	Iteration 27Q: 3 clusters Score -2.045795e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -20458274.000000 Penalty: 5941.694336
	Iteration 28Q: 3 clusters Score -2.045827e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -20458528.000000 Penalty: 5941.694336
	Iteration 29Q: 3 clusters Score -2.045853e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -20458526.000000 Penalty: 5941.694336
	Iteration 30Q: 3 clusters Score -2.045853e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -20458624.000000 Penalty: 5941.694336
	Iteration 31Q: 3 clusters Score -2.045862e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -20458712.000000 Penalty: 5941.694336
	Iteration 32Q: 3 clusters Score -2.045871e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -20458814.000000 Penalty: 5941.694336
	Iteration 33Q: 3 clusters Score -2.045881e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -20458914.000000 Penalty: 5941.694336
	Iteration 34Q: 3 clusters Score -2.045891e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -20458954.000000 Penalty: 5941.694336
	Iteration 35Q: 3 clusters Score -2.045895e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -20459018.000000 Penalty: 5941.694336
	Iteration 36Q: 3 clusters Score -2.045902e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -20459194.000000 Penalty: 5941.694336
	Iteration 37Q: 3 clusters Score -2.045919e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 116515 members 
Entering Unmasked Estep 
Score: -20459246.000000 Penalty: 5941.694336
	Iteration 38Q: 3 clusters Score -2.045925e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -20459374.000000 Penalty: 5941.694336
	Iteration 39Q: 3 clusters Score -2.045937e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -20459438.000000 Penalty: 5941.694336
	Iteration 40F: 3 clusters Score -2.045944e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 118505 members 
Entering Unmasked Estep 
Score: -20459480.000000 Penalty: 5941.694336
	Iteration 41Q: 3 clusters Score -2.045948e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -20459578.000000 Penalty: 5941.694336
	Iteration 42Q: 3 clusters Score -2.045958e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -20459578.000000 Penalty: 5941.694336
	Iteration 43Q: 3 clusters Score -2.045958e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -20459670.000000 Penalty: 5941.694336
	Iteration 44Q: 3 clusters Score -2.045967e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 121019 members 
Entering Unmasked Estep 
Score: -20459682.000000 Penalty: 5941.694336
	Iteration 45Q: 3 clusters Score -2.045968e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -20459714.000000 Penalty: 5941.694336
	Iteration 46Q: 3 clusters Score -2.045971e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 122264 members 
Entering Unmasked Estep 
Score: -20459770.000000 Penalty: 5941.694336
	Iteration 47Q: 3 clusters Score -2.045977e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -20459880.000000 Penalty: 5941.694336
	Iteration 48Q: 3 clusters Score -2.045988e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -20459934.000000 Penalty: 5941.694336
	Iteration 49Q: 3 clusters Score -2.045993e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -20460118.000000 Penalty: 5941.694336
	Iteration 50Q: 3 clusters Score -2.046012e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -20460134.000000 Penalty: 5941.694336
	Iteration 51Q: 3 clusters Score -2.046013e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -20460232.000000 Penalty: 5941.694336
	Iteration 52Q: 3 clusters Score -2.046023e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 125868 members 
Entering Unmasked Estep 
Score: -20460244.000000 Penalty: 5941.694336
	Iteration 53Q: 3 clusters Score -2.046024e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 126440 members 
Entering Unmasked Estep 
Score: -20460300.000000 Penalty: 5941.694336
	Iteration 54Q: 3 clusters Score -2.04603e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 126968 members 
Entering Unmasked Estep 
Score: -20460358.000000 Penalty: 5941.694336
	Iteration 55Q: 3 clusters Score -2.046036e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -20460412.000000 Penalty: 5941.694336
	Iteration 56Q: 3 clusters Score -2.046041e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -20460448.000000 Penalty: 5941.694336
	Iteration 57Q: 3 clusters Score -2.046045e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -20460498.000000 Penalty: 5941.694336
	Iteration 58Q: 3 clusters Score -2.04605e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -20460560.000000 Penalty: 5941.694336
	Iteration 59Q: 3 clusters Score -2.046056e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -20460570.000000 Penalty: 5941.694336
	Iteration 60F: 3 clusters Score -2.046057e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -20460594.000000 Penalty: 5941.694336
	Iteration 61Q: 3 clusters Score -2.046059e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 129966 members 
Entering Unmasked Estep 
Score: -20460598.000000 Penalty: 5941.694336
	Iteration 62Q: 3 clusters Score -2.04606e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -20460590.000000 Penalty: 5941.694336
	Iteration 63Q: 3 clusters Score -2.046059e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 130629 members 
Entering Unmasked Estep 
Score: -20460542.000000 Penalty: 5941.694336
	Iteration 64Q: 3 clusters Score -2.046054e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -20460612.000000 Penalty: 5941.694336
	Iteration 65Q: 3 clusters Score -2.046061e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -20460636.000000 Penalty: 5941.694336
	Iteration 66Q: 3 clusters Score -2.046064e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -20460618.000000 Penalty: 5941.694336
	Iteration 67Q: 3 clusters Score -2.046062e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -20460666.000000 Penalty: 5941.694336
	Iteration 68Q: 3 clusters Score -2.046067e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -20460716.000000 Penalty: 5941.694336
	Iteration 69Q: 3 clusters Score -2.046072e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 132425 members 
Entering Unmasked Estep 
Score: -20460712.000000 Penalty: 5941.694336
	Iteration 70Q: 3 clusters Score -2.046071e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -20460732.000000 Penalty: 5941.694336
	Iteration 71Q: 3 clusters Score -2.046073e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 132927 members 
Entering Unmasked Estep 
Score: -20460796.000000 Penalty: 5941.694336
	Iteration 72Q: 3 clusters Score -2.04608e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 133157 members 
Entering Unmasked Estep 
Score: -20460738.000000 Penalty: 5941.694336
	Iteration 73Q: 3 clusters Score -2.046074e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 133403 members 
Entering Unmasked Estep 
Score: -20460804.000000 Penalty: 5941.694336
	Iteration 74Q: 3 clusters Score -2.04608e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 133654 members 
Entering Unmasked Estep 
Score: -20460826.000000 Penalty: 5941.694336
	Iteration 75Q: 3 clusters Score -2.046083e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -20460852.000000 Penalty: 5941.694336
	Iteration 76Q: 3 clusters Score -2.046085e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -20460862.000000 Penalty: 5941.694336
	Iteration 77Q: 3 clusters Score -2.046086e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -20460900.000000 Penalty: 5941.694336
	Iteration 78Q: 3 clusters Score -2.04609e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 134601 members 
Entering Unmasked Estep 
Score: -20460878.000000 Penalty: 5941.694336
	Iteration 79Q: 3 clusters Score -2.046088e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 134810 members 
Entering Unmasked Estep 
Score: -20460886.000000 Penalty: 5941.694336
	Iteration 80F: 3 clusters Score -2.046089e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 135000 members 
Entering Unmasked Estep 
Score: -20460914.000000 Penalty: 5941.694336
	Iteration 81Q: 3 clusters Score -2.046091e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 135178 members 
Entering Unmasked Estep 
Score: -20460940.000000 Penalty: 5941.694336
	Iteration 82Q: 3 clusters Score -2.046094e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -20460974.000000 Penalty: 5941.694336
	Iteration 83Q: 3 clusters Score -2.046097e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 135505 members 
Entering Unmasked Estep 
Score: -20460986.000000 Penalty: 5941.694336
	Iteration 84Q: 3 clusters Score -2.046099e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -20461008.000000 Penalty: 5941.694336
	Iteration 85Q: 3 clusters Score -2.046101e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -20460990.000000 Penalty: 5941.694336
	Iteration 86Q: 3 clusters Score -2.046099e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -20460992.000000 Penalty: 5941.694336
	Iteration 87Q: 3 clusters Score -2.046099e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -20461010.000000 Penalty: 5941.694336
	Iteration 88Q: 3 clusters Score -2.046101e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -20460992.000000 Penalty: 5941.694336
	Iteration 89Q: 3 clusters Score -2.046099e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -20461002.000000 Penalty: 5941.694336
	Iteration 90Q: 3 clusters Score -2.0461e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 136778 members 
Entering Unmasked Estep 
Score: -20460968.000000 Penalty: 5941.694336
	Iteration 91Q: 3 clusters Score -2.046097e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 136937 members 
Entering Unmasked Estep 
Score: -20460984.000000 Penalty: 5941.694336
	Iteration 92Q: 3 clusters Score -2.046098e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -20460988.000000 Penalty: 5941.694336
	Iteration 93Q: 3 clusters Score -2.046099e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 137263 members 
Entering Unmasked Estep 
Score: -20461038.000000 Penalty: 5941.694336
	Iteration 94Q: 3 clusters Score -2.046104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 137421 members 
Entering Unmasked Estep 
Score: -20461024.000000 Penalty: 5941.694336
	Iteration 95Q: 3 clusters Score -2.046102e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 137615 members 
Entering Unmasked Estep 
Score: -20461034.000000 Penalty: 5941.694336
	Iteration 96Q: 3 clusters Score -2.046103e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -20460990.000000 Penalty: 5941.694336
	Iteration 97Q: 3 clusters Score -2.046099e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -20460968.000000 Penalty: 5941.694336
	Iteration 98Q: 3 clusters Score -2.046097e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -20461000.000000 Penalty: 5941.694336
	Iteration 99Q: 3 clusters Score -2.0461e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -20461018.000000 Penalty: 5941.694336
	Iteration 100F: 3 clusters Score -2.046102e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 138555 members 
Entering Unmasked Estep 
Score: -20461008.000000 Penalty: 5941.694336
	Iteration 101Q: 3 clusters Score -2.046101e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -20461076.000000 Penalty: 5941.694336
	Iteration 102Q: 3 clusters Score -2.046108e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -20461098.000000 Penalty: 5941.694336
	Iteration 103Q: 3 clusters Score -2.04611e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -20461104.000000 Penalty: 5941.694336
	Iteration 104Q: 3 clusters Score -2.04611e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 139251 members 
Entering Unmasked Estep 
Score: -20461130.000000 Penalty: 5941.694336
	Iteration 105Q: 3 clusters Score -2.046113e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 139402 members 
Entering Unmasked Estep 
Score: -20461096.000000 Penalty: 5941.694336
	Iteration 106Q: 3 clusters Score -2.04611e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 139549 members 
Entering Unmasked Estep 
Score: -20461108.000000 Penalty: 5941.694336
	Iteration 107Q: 3 clusters Score -2.046111e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -20461148.000000 Penalty: 5941.694336
	Iteration 108Q: 3 clusters Score -2.046115e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 139846 members 
Entering Unmasked Estep 
Score: -20461150.000000 Penalty: 5941.694336
	Iteration 109Q: 3 clusters Score -2.046115e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 140006 members 
Entering Unmasked Estep 
Score: -20461188.000000 Penalty: 5941.694336
	Iteration 110Q: 3 clusters Score -2.046119e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 140162 members 
Entering Unmasked Estep 
Score: -20461154.000000 Penalty: 5941.694336
	Iteration 111Q: 3 clusters Score -2.046115e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 140296 members 
Entering Unmasked Estep 
Score: -20461200.000000 Penalty: 5941.694336
	Iteration 112Q: 3 clusters Score -2.04612e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -20461208.000000 Penalty: 5941.694336
	Iteration 113Q: 3 clusters Score -2.046121e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -20461244.000000 Penalty: 5941.694336
	Iteration 114Q: 3 clusters Score -2.046124e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 140653 members 
Entering Unmasked Estep 
Score: -20461240.000000 Penalty: 5941.694336
	Iteration 115Q: 3 clusters Score -2.046124e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -20461222.000000 Penalty: 5941.694336
	Iteration 116Q: 3 clusters Score -2.046122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -20461218.000000 Penalty: 5941.694336
	Iteration 117Q: 3 clusters Score -2.046122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -20461202.000000 Penalty: 5941.694336
	Iteration 118Q: 3 clusters Score -2.04612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -20461228.000000 Penalty: 5941.694336
	Iteration 119Q: 3 clusters Score -2.046123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -20461210.000000 Penalty: 5941.694336
	Iteration 120F: 3 clusters Score -2.046121e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -20461216.000000 Penalty: 5941.694336
	Iteration 121Q: 3 clusters Score -2.046122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -20461210.000000 Penalty: 5941.694336
	Iteration 122Q: 3 clusters Score -2.046121e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -20461238.000000 Penalty: 5941.694336
	Iteration 123Q: 3 clusters Score -2.046124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -20461226.000000 Penalty: 5941.694336
	Iteration 124Q: 3 clusters Score -2.046123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 141365 members 
Entering Unmasked Estep 
Score: -20461226.000000 Penalty: 5941.694336
	Iteration 125Q: 3 clusters Score -2.046123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 141411 members 
Entering Unmasked Estep 
Score: -20461228.000000 Penalty: 5941.694336
	Iteration 126Q: 3 clusters Score -2.046123e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 141461 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5941.694336
	Iteration 127Q: 3 clusters Score -2.046126e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -20461230.000000 Penalty: 5941.694336
	Iteration 128Q: 3 clusters Score -2.046123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 141574 members 
Entering Unmasked Estep 
Score: -20461238.000000 Penalty: 5941.694336
	Iteration 129Q: 3 clusters Score -2.046124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 141629 members 
Entering Unmasked Estep 
Score: -20461268.000000 Penalty: 5941.694336
	Iteration 130Q: 3 clusters Score -2.046127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -20461250.000000 Penalty: 5941.694336
	Iteration 131Q: 3 clusters Score -2.046125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -20461216.000000 Penalty: 5941.694336
	Iteration 132Q: 3 clusters Score -2.046122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -20461234.000000 Penalty: 5941.694336
	Iteration 133Q: 3 clusters Score -2.046123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -20461240.000000 Penalty: 5941.694336
	Iteration 134Q: 3 clusters Score -2.046124e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -20461226.000000 Penalty: 5941.694336
	Iteration 135Q: 3 clusters Score -2.046123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -20461220.000000 Penalty: 5941.694336
	Iteration 136Q: 3 clusters Score -2.046122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 141938 members 
Entering Unmasked Estep 
Score: -20461216.000000 Penalty: 5941.694336
	Iteration 137Q: 3 clusters Score -2.046122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 141983 members 
Entering Unmasked Estep 
Score: -20461226.000000 Penalty: 5941.694336
	Iteration 138Q: 3 clusters Score -2.046123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -20461206.000000 Penalty: 5941.694336
	Iteration 139Q: 3 clusters Score -2.046121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -20461234.000000 Penalty: 5941.694336
	Iteration 140F: 3 clusters Score -2.046123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -20461232.000000 Penalty: 5941.694336
	Iteration 141Q: 3 clusters Score -2.046123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -20461232.000000 Penalty: 5941.694336
	Iteration 142Q: 3 clusters Score -2.046123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -20461246.000000 Penalty: 5941.694336
	Iteration 143Q: 3 clusters Score -2.046125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -20461266.000000 Penalty: 5941.694336
	Iteration 144Q: 3 clusters Score -2.046127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -20461262.000000 Penalty: 5941.694336
	Iteration 145Q: 3 clusters Score -2.046126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
Score: -20461242.000000 Penalty: 5941.694336
	Iteration 146Q: 3 clusters Score -2.046124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5941.694336
	Iteration 147Q: 3 clusters Score -2.046126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -20461252.000000 Penalty: 5941.694336
	Iteration 148Q: 3 clusters Score -2.046125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -20461278.000000 Penalty: 5941.694336
	Iteration 149Q: 3 clusters Score -2.046128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -20461290.000000 Penalty: 5941.694336
	Iteration 150Q: 3 clusters Score -2.046129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -20461302.000000 Penalty: 5941.694336
	Iteration 151Q: 3 clusters Score -2.04613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -20461298.000000 Penalty: 5941.694336
	Iteration 152Q: 3 clusters Score -2.04613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -20461284.000000 Penalty: 5941.694336
	Iteration 153Q: 3 clusters Score -2.046128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 142444 members 
Entering Unmasked Estep 
Score: -20461290.000000 Penalty: 5941.694336
	Iteration 154Q: 3 clusters Score -2.046129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -20461270.000000 Penalty: 5941.694336
	Iteration 155Q: 3 clusters Score -2.046127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 142487 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5941.694336
	Iteration 156Q: 3 clusters Score -2.046126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 142501 members 
Entering Unmasked Estep 
Score: -20461272.000000 Penalty: 5941.694336
	Iteration 157Q: 3 clusters Score -2.046127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 142514 members 
Entering Unmasked Estep 
Score: -20461264.000000 Penalty: 5941.694336
	Iteration 158Q: 3 clusters Score -2.046126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -20461280.000000 Penalty: 5941.694336
	Iteration 159Q: 3 clusters Score -2.046128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -20461278.000000 Penalty: 5941.694336
	Iteration 160F: 3 clusters Score -2.046128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 142533 members 
Entering Unmasked Estep 
Score: -20461254.000000 Penalty: 5941.694336
	Iteration 161Q: 3 clusters Score -2.046125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 142537 members 
Entering Unmasked Estep 
Score: -20461288.000000 Penalty: 5941.694336
	Iteration 162Q: 3 clusters Score -2.046129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -20461278.000000 Penalty: 5941.694336
	Iteration 163Q: 3 clusters Score -2.046128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -20461276.000000 Penalty: 5941.694336
	Iteration 164Q: 3 clusters Score -2.046128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -20461268.000000 Penalty: 5941.694336
	Iteration 165Q: 3 clusters Score -2.046127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 142567 members 
Entering Unmasked Estep 
Score: -20461296.000000 Penalty: 5941.694336
	Iteration 166Q: 3 clusters Score -2.04613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -20461286.000000 Penalty: 5941.694336
	Iteration 167Q: 3 clusters Score -2.046129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -20461276.000000 Penalty: 5941.694336
	Iteration 168Q: 3 clusters Score -2.046128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -20461270.000000 Penalty: 5941.694336
	Iteration 169Q: 3 clusters Score -2.046127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -20461266.000000 Penalty: 5941.694336
	Iteration 170Q: 3 clusters Score -2.046127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -20461266.000000 Penalty: 5941.694336
	Iteration 171F: 3 clusters Score -2.046127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193603 members 
Entering Unmasked Estep 
Score: -24789862.000000 Penalty: 3019.044189
	Iteration 0F: 2 clusters Score -2.478986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -24662004.000000 Penalty: 6038.088379
	Iteration 0F: 3 clusters Score -2.4662e+07 nChanged 93124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -24716216.000000 Penalty: 6038.088379
	Iteration 1F: 3 clusters Score -2.471622e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -24717100.000000 Penalty: 6038.088379
	Iteration 2Q: 3 clusters Score -2.47171e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -24717958.000000 Penalty: 6038.088379
	Iteration 3Q: 3 clusters Score -2.471796e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -24719006.000000 Penalty: 6038.088379
	Iteration 4Q: 3 clusters Score -2.471901e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -24720552.000000 Penalty: 6038.088379
	Iteration 5Q: 3 clusters Score -2.472055e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -24722620.000000 Penalty: 6038.088379
	Iteration 6Q: 3 clusters Score -2.472262e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -24725530.000000 Penalty: 6038.088379
	Iteration 7Q: 3 clusters Score -2.472553e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -24730138.000000 Penalty: 6038.088379
	Iteration 8F: 3 clusters Score -2.473014e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -24737332.000000 Penalty: 6038.088379
	Iteration 9F: 3 clusters Score -2.473733e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 150793 members 
Entering Unmasked Estep 
Score: -24748368.000000 Penalty: 6038.088379
	Iteration 10F: 3 clusters Score -2.474837e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -24762276.000000 Penalty: 6038.088379
	Iteration 11F: 3 clusters Score -2.476228e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -24774670.000000 Penalty: 6038.088379
	Iteration 12F: 3 clusters Score -2.477467e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -24782216.000000 Penalty: 6038.088379
	Iteration 13Q: 3 clusters Score -2.478222e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -24785212.000000 Penalty: 6038.088379
	Iteration 14Q: 3 clusters Score -2.478521e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 192423 members 
Entering Unmasked Estep 
Score: -24786302.000000 Penalty: 6038.088379
	Iteration 15Q: 3 clusters Score -2.47863e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -24786684.000000 Penalty: 6038.088379
	Iteration 16Q: 3 clusters Score -2.478668e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 193012 members 
Entering Unmasked Estep 
Score: -24786880.000000 Penalty: 6038.088379
	Iteration 17Q: 3 clusters Score -2.478688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 193071 members 
Entering Unmasked Estep 
Score: -24787026.000000 Penalty: 6038.088379
	Iteration 18Q: 3 clusters Score -2.478703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 193107 members 
Entering Unmasked Estep 
Score: -24787072.000000 Penalty: 6038.088379
	Iteration 19Q: 3 clusters Score -2.478707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -24787104.000000 Penalty: 6038.088379
	Iteration 20F: 3 clusters Score -2.47871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
Score: -24787142.000000 Penalty: 6038.088379
	Iteration 21Q: 3 clusters Score -2.478714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 193160 members 
Entering Unmasked Estep 
Score: -24787148.000000 Penalty: 6038.088379
	Iteration 22Q: 3 clusters Score -2.478715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 193172 members 
Entering Unmasked Estep 
Score: -24787144.000000 Penalty: 6038.088379
	Iteration 23Q: 3 clusters Score -2.478714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 193177 members 
Entering Unmasked Estep 
Score: -24787174.000000 Penalty: 6038.088379
	Iteration 24Q: 3 clusters Score -2.478717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 193186 members 
Entering Unmasked Estep 
Score: -24787190.000000 Penalty: 6038.088379
	Iteration 25Q: 3 clusters Score -2.478719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 193196 members 
Entering Unmasked Estep 
Score: -24787220.000000 Penalty: 6038.088379
	Iteration 26Q: 3 clusters Score -2.478722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 193204 members 
Entering Unmasked Estep 
Score: -24787230.000000 Penalty: 6038.088379
	Iteration 27Q: 3 clusters Score -2.478723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -24787238.000000 Penalty: 6038.088379
	Iteration 28Q: 3 clusters Score -2.478724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 193205 members 
Entering Unmasked Estep 
Score: -24787230.000000 Penalty: 6038.088379
	Iteration 29Q: 3 clusters Score -2.478723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -24787252.000000 Penalty: 6038.088379
	Iteration 30Q: 3 clusters Score -2.478725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 193210 members 
Entering Unmasked Estep 
Score: -24787258.000000 Penalty: 6038.088379
	Iteration 31Q: 3 clusters Score -2.478726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 193210 members 
Entering Unmasked Estep 
Score: -24787244.000000 Penalty: 6038.088379
	Iteration 32Q: 3 clusters Score -2.478724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 193211 members 
Entering Unmasked Estep 
Score: -24787262.000000 Penalty: 6038.088379
	Iteration 33Q: 3 clusters Score -2.478726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 193212 members 
Entering Unmasked Estep 
Score: -24787256.000000 Penalty: 6038.088379
	Iteration 34Q: 3 clusters Score -2.478726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 193213 members 
Entering Unmasked Estep 
Score: -24787256.000000 Penalty: 6038.088379
	Iteration 35Q: 3 clusters Score -2.478726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 193214 members 
Entering Unmasked Estep 
Score: -24787274.000000 Penalty: 6038.088379
	Iteration 36Q: 3 clusters Score -2.478727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 193217 members 
Entering Unmasked Estep 
Score: -24787262.000000 Penalty: 6038.088379
	Iteration 37Q: 3 clusters Score -2.478726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193218 members 
Entering Unmasked Estep 
Score: -24787266.000000 Penalty: 6038.088379
	Iteration 38Q: 3 clusters Score -2.478727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 193216 members 
Entering Unmasked Estep 
Score: -24787260.000000 Penalty: 6038.088379
	Iteration 39Q: 3 clusters Score -2.478726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 193215 members 
Entering Unmasked Estep 
Score: -24787268.000000 Penalty: 6038.088379
	Iteration 40F: 3 clusters Score -2.478727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Entering Unmasked Estep 
Score: -21651812.000000 Penalty: 2982.695801
	Iteration 0F: 2 clusters Score -2.165181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -21540672.000000 Penalty: 5965.391602
	Iteration 0F: 3 clusters Score -2.154067e+07 nChanged 80076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -21588084.000000 Penalty: 5965.391602
	Iteration 1F: 3 clusters Score -2.158808e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -21589278.000000 Penalty: 5965.391602
	Iteration 2Q: 3 clusters Score -2.158928e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -21590624.000000 Penalty: 5965.391602
	Iteration 3Q: 3 clusters Score -2.159062e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -21592890.000000 Penalty: 5965.391602
	Iteration 4Q: 3 clusters Score -2.159289e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -21596260.000000 Penalty: 5965.391602
	Iteration 5Q: 3 clusters Score -2.159626e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -21601404.000000 Penalty: 5965.391602
	Iteration 6F: 3 clusters Score -2.16014e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -21609304.000000 Penalty: 5965.391602
	Iteration 7F: 3 clusters Score -2.16093e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -21619206.000000 Penalty: 5965.391602
	Iteration 8F: 3 clusters Score -2.161921e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -21628268.000000 Penalty: 5965.391602
	Iteration 9F: 3 clusters Score -2.162827e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -21635046.000000 Penalty: 5965.391602
	Iteration 10Q: 3 clusters Score -2.163505e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -21639584.000000 Penalty: 5965.391602
	Iteration 11Q: 3 clusters Score -2.163958e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -21642468.000000 Penalty: 5965.391602
	Iteration 12Q: 3 clusters Score -2.164247e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -21644486.000000 Penalty: 5965.391602
	Iteration 13Q: 3 clusters Score -2.164449e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 157419 members 
Entering Unmasked Estep 
Score: -21646126.000000 Penalty: 5965.391602
	Iteration 14Q: 3 clusters Score -2.164613e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -21647158.000000 Penalty: 5965.391602
	Iteration 15Q: 3 clusters Score -2.164716e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -21647924.000000 Penalty: 5965.391602
	Iteration 16Q: 3 clusters Score -2.164792e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -21648572.000000 Penalty: 5965.391602
	Iteration 17Q: 3 clusters Score -2.164857e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -21648994.000000 Penalty: 5965.391602
	Iteration 18Q: 3 clusters Score -2.164899e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -21649230.000000 Penalty: 5965.391602
	Iteration 19Q: 3 clusters Score -2.164923e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -21649394.000000 Penalty: 5965.391602
	Iteration 20F: 3 clusters Score -2.164939e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 163545 members 
Entering Unmasked Estep 
Score: -21649490.000000 Penalty: 5965.391602
	Iteration 21Q: 3 clusters Score -2.164949e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -21649546.000000 Penalty: 5965.391602
	Iteration 22Q: 3 clusters Score -2.164955e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -21649626.000000 Penalty: 5965.391602
	Iteration 23Q: 3 clusters Score -2.164963e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -21649678.000000 Penalty: 5965.391602
	Iteration 24Q: 3 clusters Score -2.164968e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -21649744.000000 Penalty: 5965.391602
	Iteration 25Q: 3 clusters Score -2.164974e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -21649740.000000 Penalty: 5965.391602
	Iteration 26Q: 3 clusters Score -2.164974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -21649798.000000 Penalty: 5965.391602
	Iteration 27Q: 3 clusters Score -2.16498e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -21649790.000000 Penalty: 5965.391602
	Iteration 28Q: 3 clusters Score -2.164979e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -21649830.000000 Penalty: 5965.391602
	Iteration 29Q: 3 clusters Score -2.164983e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -21649826.000000 Penalty: 5965.391602
	Iteration 30Q: 3 clusters Score -2.164983e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -21649862.000000 Penalty: 5965.391602
	Iteration 31Q: 3 clusters Score -2.164986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 165058 members 
Entering Unmasked Estep 
Score: -21649882.000000 Penalty: 5965.391602
	Iteration 32Q: 3 clusters Score -2.164988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -21649906.000000 Penalty: 5965.391602
	Iteration 33Q: 3 clusters Score -2.164991e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -21649902.000000 Penalty: 5965.391602
	Iteration 34Q: 3 clusters Score -2.16499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -21649902.000000 Penalty: 5965.391602
	Iteration 35Q: 3 clusters Score -2.16499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 165199 members 
Entering Unmasked Estep 
Score: -21649902.000000 Penalty: 5965.391602
	Iteration 36Q: 3 clusters Score -2.16499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -21649898.000000 Penalty: 5965.391602
	Iteration 37Q: 3 clusters Score -2.16499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -21649908.000000 Penalty: 5965.391602
	Iteration 38Q: 3 clusters Score -2.164991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -21649930.000000 Penalty: 5965.391602
	Iteration 39Q: 3 clusters Score -2.164993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21649918.000000 Penalty: 5965.391602
	Iteration 40F: 3 clusters Score -2.164992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -21649906.000000 Penalty: 5965.391602
	Iteration 41Q: 3 clusters Score -2.164991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -21649890.000000 Penalty: 5965.391602
	Iteration 42Q: 3 clusters Score -2.164989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -21649892.000000 Penalty: 5965.391602
	Iteration 43Q: 3 clusters Score -2.164989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -21649894.000000 Penalty: 5965.391602
	Iteration 44Q: 3 clusters Score -2.164989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21649902.000000 Penalty: 5965.391602
	Iteration 45Q: 3 clusters Score -2.16499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -21649900.000000 Penalty: 5965.391602
	Iteration 46Q: 3 clusters Score -2.16499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21649908.000000 Penalty: 5965.391602
	Iteration 47Q: 3 clusters Score -2.164991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 165367 members 
Entering Unmasked Estep 
Score: -21649888.000000 Penalty: 5965.391602
	Iteration 48Q: 3 clusters Score -2.164989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 165377 members 
Entering Unmasked Estep 
Score: -21649872.000000 Penalty: 5965.391602
	Iteration 49Q: 3 clusters Score -2.164987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -21649882.000000 Penalty: 5965.391602
	Iteration 50Q: 3 clusters Score -2.164988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -21649884.000000 Penalty: 5965.391602
	Iteration 51Q: 3 clusters Score -2.164988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -21649914.000000 Penalty: 5965.391602
	Iteration 52Q: 3 clusters Score -2.164991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -21649932.000000 Penalty: 5965.391602
	Iteration 53Q: 3 clusters Score -2.164993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -21649944.000000 Penalty: 5965.391602
	Iteration 54Q: 3 clusters Score -2.164994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -21649932.000000 Penalty: 5965.391602
	Iteration 55Q: 3 clusters Score -2.164993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -21649920.000000 Penalty: 5965.391602
	Iteration 56Q: 3 clusters Score -2.164992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 165440 members 
Entering Unmasked Estep 
Score: -21649916.000000 Penalty: 5965.391602
	Iteration 57Q: 3 clusters Score -2.164992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 165449 members 
Entering Unmasked Estep 
Score: -21649918.000000 Penalty: 5965.391602
	Iteration 58Q: 3 clusters Score -2.164992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -21649940.000000 Penalty: 5965.391602
	Iteration 59Q: 3 clusters Score -2.164994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -21649958.000000 Penalty: 5965.391602
	Iteration 60F: 3 clusters Score -2.164996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -21649938.000000 Penalty: 5965.391602
	Iteration 61Q: 3 clusters Score -2.164994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 165479 members 
Entering Unmasked Estep 
Score: -21649932.000000 Penalty: 5965.391602
	Iteration 62Q: 3 clusters Score -2.164993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -21649930.000000 Penalty: 5965.391602
	Iteration 63Q: 3 clusters Score -2.164993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21649944.000000 Penalty: 5965.391602
	Iteration 64Q: 3 clusters Score -2.164994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21649942.000000 Penalty: 5965.391602
	Iteration 65Q: 3 clusters Score -2.164994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21649942.000000 Penalty: 5965.391602
	Iteration 66Q: 3 clusters Score -2.164994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21649942.000000 Penalty: 5965.391602
	Iteration 67F: 3 clusters Score -2.164994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Entering Unmasked Estep 
Score: -22196996.000000 Penalty: 2990.154297
	Iteration 0F: 2 clusters Score -2.2197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -22083786.000000 Penalty: 5980.308594
	Iteration 0F: 3 clusters Score -2.208379e+07 nChanged 82627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -22132958.000000 Penalty: 5980.308594
	Iteration 1F: 3 clusters Score -2.213296e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -22135590.000000 Penalty: 5980.308594
	Iteration 2Q: 3 clusters Score -2.213559e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -22139428.000000 Penalty: 5980.308594
	Iteration 3Q: 3 clusters Score -2.213943e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -22144460.000000 Penalty: 5980.308594
	Iteration 4Q: 3 clusters Score -2.214446e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -22151392.000000 Penalty: 5980.308594
	Iteration 5F: 3 clusters Score -2.215139e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -22159450.000000 Penalty: 5980.308594
	Iteration 6F: 3 clusters Score -2.215945e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -22167254.000000 Penalty: 5980.308594
	Iteration 7F: 3 clusters Score -2.216725e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -22173742.000000 Penalty: 5980.308594
	Iteration 8F: 3 clusters Score -2.217374e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -22177742.000000 Penalty: 5980.308594
	Iteration 9Q: 3 clusters Score -2.217774e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -22179844.000000 Penalty: 5980.308594
	Iteration 10Q: 3 clusters Score -2.217984e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -22180934.000000 Penalty: 5980.308594
	Iteration 11Q: 3 clusters Score -2.218093e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -22181688.000000 Penalty: 5980.308594
	Iteration 12Q: 3 clusters Score -2.218169e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -22182326.000000 Penalty: 5980.308594
	Iteration 13Q: 3 clusters Score -2.218233e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -22182952.000000 Penalty: 5980.308594
	Iteration 14Q: 3 clusters Score -2.218295e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 125064 members 
Entering Unmasked Estep 
Score: -22183538.000000 Penalty: 5980.308594
	Iteration 15Q: 3 clusters Score -2.218354e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -22184170.000000 Penalty: 5980.308594
	Iteration 16Q: 3 clusters Score -2.218417e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -22184796.000000 Penalty: 5980.308594
	Iteration 17Q: 3 clusters Score -2.21848e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -22185202.000000 Penalty: 5980.308594
	Iteration 18Q: 3 clusters Score -2.21852e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 131901 members 
Entering Unmasked Estep 
Score: -22185666.000000 Penalty: 5980.308594
	Iteration 19Q: 3 clusters Score -2.218567e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -22186206.000000 Penalty: 5980.308594
	Iteration 20F: 3 clusters Score -2.218621e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 135561 members 
Entering Unmasked Estep 
Score: -22186760.000000 Penalty: 5980.308594
	Iteration 21Q: 3 clusters Score -2.218676e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -22187272.000000 Penalty: 5980.308594
	Iteration 22Q: 3 clusters Score -2.218727e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -22187718.000000 Penalty: 5980.308594
	Iteration 23Q: 3 clusters Score -2.218772e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -22188064.000000 Penalty: 5980.308594
	Iteration 24Q: 3 clusters Score -2.218806e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -22188456.000000 Penalty: 5980.308594
	Iteration 25Q: 3 clusters Score -2.218846e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -22188814.000000 Penalty: 5980.308594
	Iteration 26Q: 3 clusters Score -2.218881e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -22189228.000000 Penalty: 5980.308594
	Iteration 27Q: 3 clusters Score -2.218923e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -22189710.000000 Penalty: 5980.308594
	Iteration 28Q: 3 clusters Score -2.218971e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -22190016.000000 Penalty: 5980.308594
	Iteration 29Q: 3 clusters Score -2.219002e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 151620 members 
Entering Unmasked Estep 
Score: -22190408.000000 Penalty: 5980.308594
	Iteration 30Q: 3 clusters Score -2.219041e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -22190710.000000 Penalty: 5980.308594
	Iteration 31Q: 3 clusters Score -2.219071e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -22191024.000000 Penalty: 5980.308594
	Iteration 32Q: 3 clusters Score -2.219102e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -22191370.000000 Penalty: 5980.308594
	Iteration 33Q: 3 clusters Score -2.219137e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -22191634.000000 Penalty: 5980.308594
	Iteration 34Q: 3 clusters Score -2.219163e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -22191900.000000 Penalty: 5980.308594
	Iteration 35Q: 3 clusters Score -2.21919e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -22192114.000000 Penalty: 5980.308594
	Iteration 36Q: 3 clusters Score -2.219211e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -22192458.000000 Penalty: 5980.308594
	Iteration 37Q: 3 clusters Score -2.219246e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -22192690.000000 Penalty: 5980.308594
	Iteration 38Q: 3 clusters Score -2.219269e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 161823 members 
Entering Unmasked Estep 
Score: -22192960.000000 Penalty: 5980.308594
	Iteration 39Q: 3 clusters Score -2.219296e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -22193104.000000 Penalty: 5980.308594
	Iteration 40F: 3 clusters Score -2.21931e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -22193230.000000 Penalty: 5980.308594
	Iteration 41Q: 3 clusters Score -2.219323e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -22193388.000000 Penalty: 5980.308594
	Iteration 42Q: 3 clusters Score -2.219339e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 164473 members 
Entering Unmasked Estep 
Score: -22193574.000000 Penalty: 5980.308594
	Iteration 43Q: 3 clusters Score -2.219357e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -22193702.000000 Penalty: 5980.308594
	Iteration 44Q: 3 clusters Score -2.21937e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 165446 members 
Entering Unmasked Estep 
Score: -22193792.000000 Penalty: 5980.308594
	Iteration 45Q: 3 clusters Score -2.219379e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -22193954.000000 Penalty: 5980.308594
	Iteration 46Q: 3 clusters Score -2.219395e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -22193988.000000 Penalty: 5980.308594
	Iteration 47Q: 3 clusters Score -2.219399e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -22194084.000000 Penalty: 5980.308594
	Iteration 48Q: 3 clusters Score -2.219408e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -22194124.000000 Penalty: 5980.308594
	Iteration 49Q: 3 clusters Score -2.219412e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -22194192.000000 Penalty: 5980.308594
	Iteration 50Q: 3 clusters Score -2.219419e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -22194188.000000 Penalty: 5980.308594
	Iteration 51Q: 3 clusters Score -2.219419e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -22194218.000000 Penalty: 5980.308594
	Iteration 52Q: 3 clusters Score -2.219422e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -22194242.000000 Penalty: 5980.308594
	Iteration 53Q: 3 clusters Score -2.219424e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 167810 members 
Entering Unmasked Estep 
Score: -22194286.000000 Penalty: 5980.308594
	Iteration 54Q: 3 clusters Score -2.219429e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -22194328.000000 Penalty: 5980.308594
	Iteration 55Q: 3 clusters Score -2.219433e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 168081 members 
Entering Unmasked Estep 
Score: -22194360.000000 Penalty: 5980.308594
	Iteration 56Q: 3 clusters Score -2.219436e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 168198 members 
Entering Unmasked Estep 
Score: -22194330.000000 Penalty: 5980.308594
	Iteration 57Q: 3 clusters Score -2.219433e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 168311 members 
Entering Unmasked Estep 
Score: -22194356.000000 Penalty: 5980.308594
	Iteration 58Q: 3 clusters Score -2.219436e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -22194358.000000 Penalty: 5980.308594
	Iteration 59Q: 3 clusters Score -2.219436e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -22194408.000000 Penalty: 5980.308594
	Iteration 60F: 3 clusters Score -2.219441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -22194410.000000 Penalty: 5980.308594
	Iteration 61Q: 3 clusters Score -2.219441e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -22194446.000000 Penalty: 5980.308594
	Iteration 62Q: 3 clusters Score -2.219445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 168768 members 
Entering Unmasked Estep 
Score: -22194442.000000 Penalty: 5980.308594
	Iteration 63Q: 3 clusters Score -2.219444e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -22194462.000000 Penalty: 5980.308594
	Iteration 64Q: 3 clusters Score -2.219446e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -22194456.000000 Penalty: 5980.308594
	Iteration 65Q: 3 clusters Score -2.219446e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 168957 members 
Entering Unmasked Estep 
Score: -22194486.000000 Penalty: 5980.308594
	Iteration 66Q: 3 clusters Score -2.219449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -22194492.000000 Penalty: 5980.308594
	Iteration 67Q: 3 clusters Score -2.219449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 169058 members 
Entering Unmasked Estep 
Score: -22194488.000000 Penalty: 5980.308594
	Iteration 68Q: 3 clusters Score -2.219449e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -22194528.000000 Penalty: 5980.308594
	Iteration 69Q: 3 clusters Score -2.219453e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -22194532.000000 Penalty: 5980.308594
	Iteration 70Q: 3 clusters Score -2.219453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -22194560.000000 Penalty: 5980.308594
	Iteration 71Q: 3 clusters Score -2.219456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -22194536.000000 Penalty: 5980.308594
	Iteration 72Q: 3 clusters Score -2.219454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -22194552.000000 Penalty: 5980.308594
	Iteration 73Q: 3 clusters Score -2.219455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -22194540.000000 Penalty: 5980.308594
	Iteration 74Q: 3 clusters Score -2.219454e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -22194564.000000 Penalty: 5980.308594
	Iteration 75Q: 3 clusters Score -2.219456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -22194564.000000 Penalty: 5980.308594
	Iteration 76Q: 3 clusters Score -2.219456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -22194594.000000 Penalty: 5980.308594
	Iteration 77Q: 3 clusters Score -2.219459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 169407 members 
Entering Unmasked Estep 
Score: -22194586.000000 Penalty: 5980.308594
	Iteration 78Q: 3 clusters Score -2.219459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -22194596.000000 Penalty: 5980.308594
	Iteration 79Q: 3 clusters Score -2.21946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -22194586.000000 Penalty: 5980.308594
	Iteration 80F: 3 clusters Score -2.219459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -22194616.000000 Penalty: 5980.308594
	Iteration 81Q: 3 clusters Score -2.219462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 169468 members 
Entering Unmasked Estep 
Score: -22194620.000000 Penalty: 5980.308594
	Iteration 82Q: 3 clusters Score -2.219462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 169478 members 
Entering Unmasked Estep 
Score: -22194614.000000 Penalty: 5980.308594
	Iteration 83Q: 3 clusters Score -2.219461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -22194622.000000 Penalty: 5980.308594
	Iteration 84Q: 3 clusters Score -2.219462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -22194604.000000 Penalty: 5980.308594
	Iteration 85Q: 3 clusters Score -2.21946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -22194602.000000 Penalty: 5980.308594
	Iteration 86Q: 3 clusters Score -2.21946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 169495 members 
Entering Unmasked Estep 
Score: -22194606.000000 Penalty: 5980.308594
	Iteration 87Q: 3 clusters Score -2.219461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -22194608.000000 Penalty: 5980.308594
	Iteration 88Q: 3 clusters Score -2.219461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -22194606.000000 Penalty: 5980.308594
	Iteration 89Q: 3 clusters Score -2.219461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -22194616.000000 Penalty: 5980.308594
	Iteration 90Q: 3 clusters Score -2.219462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -22194614.000000 Penalty: 5980.308594
	Iteration 91Q: 3 clusters Score -2.219461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -22194612.000000 Penalty: 5980.308594
	Iteration 92Q: 3 clusters Score -2.219461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -22194618.000000 Penalty: 5980.308594
	Iteration 93Q: 3 clusters Score -2.219462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -22194628.000000 Penalty: 5980.308594
	Iteration 94Q: 3 clusters Score -2.219463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -22194600.000000 Penalty: 5980.308594
	Iteration 95Q: 3 clusters Score -2.21946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 169526 members 
Entering Unmasked Estep 
Score: -22194604.000000 Penalty: 5980.308594
	Iteration 96Q: 3 clusters Score -2.21946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -22194634.000000 Penalty: 5980.308594
	Iteration 97Q: 3 clusters Score -2.219463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -22194640.000000 Penalty: 5980.308594
	Iteration 98Q: 3 clusters Score -2.219464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -22194642.000000 Penalty: 5980.308594
	Iteration 99Q: 3 clusters Score -2.219464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -22194644.000000 Penalty: 5980.308594
	Iteration 100F: 3 clusters Score -2.219464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 169570 members 
Entering Unmasked Estep 
Score: -22194646.000000 Penalty: 5980.308594
	Iteration 101Q: 3 clusters Score -2.219465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -22194686.000000 Penalty: 5980.308594
	Iteration 102Q: 3 clusters Score -2.219469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 169606 members 
Entering Unmasked Estep 
Score: -22194682.000000 Penalty: 5980.308594
	Iteration 103Q: 3 clusters Score -2.219468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 169616 members 
Entering Unmasked Estep 
Score: -22194690.000000 Penalty: 5980.308594
	Iteration 104Q: 3 clusters Score -2.219469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -22194688.000000 Penalty: 5980.308594
	Iteration 105Q: 3 clusters Score -2.219469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -22194692.000000 Penalty: 5980.308594
	Iteration 106Q: 3 clusters Score -2.219469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -22194698.000000 Penalty: 5980.308594
	Iteration 107Q: 3 clusters Score -2.21947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -22194712.000000 Penalty: 5980.308594
	Iteration 108Q: 3 clusters Score -2.219471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -22194716.000000 Penalty: 5980.308594
	Iteration 109Q: 3 clusters Score -2.219472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -22194700.000000 Penalty: 5980.308594
	Iteration 110Q: 3 clusters Score -2.21947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -22194700.000000 Penalty: 5980.308594
	Iteration 111Q: 3 clusters Score -2.21947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -22194686.000000 Penalty: 5980.308594
	Iteration 112Q: 3 clusters Score -2.219469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -22194686.000000 Penalty: 5980.308594
	Iteration 113F: 3 clusters Score -2.219469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170831 members 
Entering Unmasked Estep 
Score: -22234402.000000 Penalty: 2988.010742
	Iteration 0F: 2 clusters Score -2.22344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -22123006.000000 Penalty: 5976.021484
	Iteration 0F: 3 clusters Score -2.212301e+07 nChanged 81736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -22170084.000000 Penalty: 5976.021484
	Iteration 1F: 3 clusters Score -2.217008e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -22171082.000000 Penalty: 5976.021484
	Iteration 2Q: 3 clusters Score -2.217108e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -22172492.000000 Penalty: 5976.021484
	Iteration 3Q: 3 clusters Score -2.217249e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -22174794.000000 Penalty: 5976.021484
	Iteration 4Q: 3 clusters Score -2.217479e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -22179838.000000 Penalty: 5976.021484
	Iteration 5F: 3 clusters Score -2.217984e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -22188424.000000 Penalty: 5976.021484
	Iteration 6F: 3 clusters Score -2.218842e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -22201936.000000 Penalty: 5976.021484
	Iteration 7F: 3 clusters Score -2.220194e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -22216734.000000 Penalty: 5976.021484
	Iteration 8F: 3 clusters Score -2.221673e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -22227062.000000 Penalty: 5976.021484
	Iteration 9F: 3 clusters Score -2.222706e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -22230460.000000 Penalty: 5976.021484
	Iteration 10Q: 3 clusters Score -2.223046e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -22231380.000000 Penalty: 5976.021484
	Iteration 11Q: 3 clusters Score -2.223138e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -22231574.000000 Penalty: 5976.021484
	Iteration 12Q: 3 clusters Score -2.223157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -22231668.000000 Penalty: 5976.021484
	Iteration 13Q: 3 clusters Score -2.223167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -22231692.000000 Penalty: 5976.021484
	Iteration 14Q: 3 clusters Score -2.223169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -22231706.000000 Penalty: 5976.021484
	Iteration 15Q: 3 clusters Score -2.223171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -22231716.000000 Penalty: 5976.021484
	Iteration 16Q: 3 clusters Score -2.223172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -22231728.000000 Penalty: 5976.021484
	Iteration 17Q: 3 clusters Score -2.223173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170675 members 
Entering Unmasked Estep 
Score: -22231728.000000 Penalty: 5976.021484
	Iteration 18Q: 3 clusters Score -2.223173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -22231734.000000 Penalty: 5976.021484
	Iteration 19Q: 3 clusters Score -2.223173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -22231744.000000 Penalty: 5976.021484
	Iteration 20F: 3 clusters Score -2.223174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170681 members 
Entering Unmasked Estep 
Score: -22231746.000000 Penalty: 5976.021484
	Iteration 21Q: 3 clusters Score -2.223175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170682 members 
Entering Unmasked Estep 
Score: -22231752.000000 Penalty: 5976.021484
	Iteration 22Q: 3 clusters Score -2.223175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170682 members 
Entering Unmasked Estep 
Score: -22231752.000000 Penalty: 5976.021484
	Iteration 23F: 3 clusters Score -2.223175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94070.132812 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94070.13 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94367.093750 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -94367.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94603.273438 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -94603.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94910.312500 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -94910.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95313.484375 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -95313.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95673.617188 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -95673.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95932.453125 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -95932.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96170.898438 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96269.281250 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -96269.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96274.484375 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -96274.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96276.687500 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -96276.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96280.632812 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -96280.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96281.671875 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -96281.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96281.671875 Penalty: 3375.088867
	Iteration 13F: 3 clusters Score -96281.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37475 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171892 members 
Mstep: Class 10 contains 159408 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167209 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 170831 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
Score: -166436768.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166438304.000000 to -166436768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (33027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Entering Unmasked Estep 
Score: -4064762.500000 Penalty: 2580.459961
	Iteration 0F: 2 clusters Score -4064762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4042219.750000 Penalty: 5160.919922
	Iteration 0F: 3 clusters Score -4042220 nChanged 14960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4050424.250000 Penalty: 5160.919922
	Iteration 1F: 3 clusters Score -4050424 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4051012.250000 Penalty: 5160.919922
	Iteration 2Q: 3 clusters Score -4051012 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4051623.500000 Penalty: 5160.919922
	Iteration 3Q: 3 clusters Score -4051624 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4052237.250000 Penalty: 5160.919922
	Iteration 4Q: 3 clusters Score -4052237 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4052903.250000 Penalty: 5160.919922
	Iteration 5Q: 3 clusters Score -4052903 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4053606.250000 Penalty: 5160.919922
	Iteration 6Q: 3 clusters Score -4053606 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4054235.500000 Penalty: 5160.919922
	Iteration 7Q: 3 clusters Score -4054236 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4054868.750000 Penalty: 5160.919922
	Iteration 8Q: 3 clusters Score -4054869 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4055488.250000 Penalty: 5160.919922
	Iteration 9Q: 3 clusters Score -4055488 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4056295.000000 Penalty: 5160.919922
	Iteration 10Q: 3 clusters Score -4056295 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4057355.250000 Penalty: 5160.919922
	Iteration 11Q: 3 clusters Score -4057355 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4058531.750000 Penalty: 5160.919922
	Iteration 12Q: 3 clusters Score -4058532 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4059574.250000 Penalty: 5160.919922
	Iteration 13Q: 3 clusters Score -4059574 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4060280.750000 Penalty: 5160.919922
	Iteration 14Q: 3 clusters Score -4060281 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4060667.000000 Penalty: 5160.919922
	Iteration 15Q: 3 clusters Score -4060667 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4060954.750000 Penalty: 5160.919922
	Iteration 16Q: 3 clusters Score -4060955 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4061190.000000 Penalty: 5160.919922
	Iteration 17Q: 3 clusters Score -4061190 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4061368.250000 Penalty: 5160.919922
	Iteration 18Q: 3 clusters Score -4061368 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4061529.750000 Penalty: 5160.919922
	Iteration 19Q: 3 clusters Score -4061530 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4061641.000000 Penalty: 5160.919922
	Iteration 20F: 3 clusters Score -4061641 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -4061741.250000 Penalty: 5160.919922
	Iteration 21Q: 3 clusters Score -4061741 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4061813.750000 Penalty: 5160.919922
	Iteration 22Q: 3 clusters Score -4061814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4061890.250000 Penalty: 5160.919922
	Iteration 23Q: 3 clusters Score -4061890 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4061978.750000 Penalty: 5160.919922
	Iteration 24Q: 3 clusters Score -4061979 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4062018.000000 Penalty: 5160.919922
	Iteration 25Q: 3 clusters Score -4062018 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4062074.000000 Penalty: 5160.919922
	Iteration 26Q: 3 clusters Score -4062074 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -4062134.250000 Penalty: 5160.919922
	Iteration 27Q: 3 clusters Score -4062134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4062168.750000 Penalty: 5160.919922
	Iteration 28Q: 3 clusters Score -4062169 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4062211.500000 Penalty: 5160.919922
	Iteration 29Q: 3 clusters Score -4062212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4062248.000000 Penalty: 5160.919922
	Iteration 30Q: 3 clusters Score -4062248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -4062282.750000 Penalty: 5160.919922
	Iteration 31Q: 3 clusters Score -4062283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4062315.500000 Penalty: 5160.919922
	Iteration 32Q: 3 clusters Score -4062316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4062347.250000 Penalty: 5160.919922
	Iteration 33Q: 3 clusters Score -4062347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4062367.750000 Penalty: 5160.919922
	Iteration 34Q: 3 clusters Score -4062368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -4062389.750000 Penalty: 5160.919922
	Iteration 35Q: 3 clusters Score -4062390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4062399.750000 Penalty: 5160.919922
	Iteration 36Q: 3 clusters Score -4062400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4062416.500000 Penalty: 5160.919922
	Iteration 37Q: 3 clusters Score -4062416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4062441.500000 Penalty: 5160.919922
	Iteration 38Q: 3 clusters Score -4062442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4062454.000000 Penalty: 5160.919922
	Iteration 39Q: 3 clusters Score -4062454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4062469.500000 Penalty: 5160.919922
	Iteration 40F: 3 clusters Score -4062470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4062474.500000 Penalty: 5160.919922
	Iteration 41Q: 3 clusters Score -4062474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4062485.250000 Penalty: 5160.919922
	Iteration 42Q: 3 clusters Score -4062485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4062493.500000 Penalty: 5160.919922
	Iteration 43Q: 3 clusters Score -4062494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4062498.750000 Penalty: 5160.919922
	Iteration 44Q: 3 clusters Score -4062499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4062500.000000 Penalty: 5160.919922
	Iteration 45Q: 3 clusters Score -4062500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4062504.750000 Penalty: 5160.919922
	Iteration 46Q: 3 clusters Score -4062505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4062515.500000 Penalty: 5160.919922
	Iteration 47Q: 3 clusters Score -4062516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4062532.750000 Penalty: 5160.919922
	Iteration 48Q: 3 clusters Score -4062533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4062528.500000 Penalty: 5160.919922
	Iteration 49Q: 3 clusters Score -4062528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4062534.250000 Penalty: 5160.919922
	Iteration 50Q: 3 clusters Score -4062534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4062532.250000 Penalty: 5160.919922
	Iteration 51Q: 3 clusters Score -4062532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -4062544.750000 Penalty: 5160.919922
	Iteration 52Q: 3 clusters Score -4062545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4062551.750000 Penalty: 5160.919922
	Iteration 53Q: 3 clusters Score -4062552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4062563.250000 Penalty: 5160.919922
	Iteration 54Q: 3 clusters Score -4062563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4062566.250000 Penalty: 5160.919922
	Iteration 55Q: 3 clusters Score -4062566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4062571.500000 Penalty: 5160.919922
	Iteration 56Q: 3 clusters Score -4062572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4062566.000000 Penalty: 5160.919922
	Iteration 57Q: 3 clusters Score -4062566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4062572.750000 Penalty: 5160.919922
	Iteration 58Q: 3 clusters Score -4062573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4062579.750000 Penalty: 5160.919922
	Iteration 59Q: 3 clusters Score -4062580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4062576.000000 Penalty: 5160.919922
	Iteration 60F: 3 clusters Score -4062576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4062578.500000 Penalty: 5160.919922
	Iteration 61Q: 3 clusters Score -4062578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4062580.000000 Penalty: 5160.919922
	Iteration 62Q: 3 clusters Score -4062580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4062580.500000 Penalty: 5160.919922
	Iteration 63Q: 3 clusters Score -4062580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4062582.250000 Penalty: 5160.919922
	Iteration 64Q: 3 clusters Score -4062582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4062590.750000 Penalty: 5160.919922
	Iteration 65Q: 3 clusters Score -4062591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4062596.250000 Penalty: 5160.919922
	Iteration 66Q: 3 clusters Score -4062596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4062602.500000 Penalty: 5160.919922
	Iteration 67Q: 3 clusters Score -4062602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4062616.250000 Penalty: 5160.919922
	Iteration 68Q: 3 clusters Score -4062616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4062616.250000 Penalty: 5160.919922
	Iteration 69Q: 3 clusters Score -4062616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4062614.750000 Penalty: 5160.919922
	Iteration 70Q: 3 clusters Score -4062615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4062612.750000 Penalty: 5160.919922
	Iteration 71Q: 3 clusters Score -4062613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4062615.000000 Penalty: 5160.919922
	Iteration 72Q: 3 clusters Score -4062615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4062625.750000 Penalty: 5160.919922
	Iteration 73Q: 3 clusters Score -4062626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4062626.500000 Penalty: 5160.919922
	Iteration 74Q: 3 clusters Score -4062626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4062625.250000 Penalty: 5160.919922
	Iteration 75Q: 3 clusters Score -4062625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4062629.250000 Penalty: 5160.919922
	Iteration 76Q: 3 clusters Score -4062629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4062630.750000 Penalty: 5160.919922
	Iteration 77Q: 3 clusters Score -4062631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4062628.750000 Penalty: 5160.919922
	Iteration 78Q: 3 clusters Score -4062629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -4062630.000000 Penalty: 5160.919922
	Iteration 79Q: 3 clusters Score -4062630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4062628.000000 Penalty: 5160.919922
	Iteration 80F: 3 clusters Score -4062628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4062634.000000 Penalty: 5160.919922
	Iteration 81Q: 3 clusters Score -4062634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4062635.250000 Penalty: 5160.919922
	Iteration 82Q: 3 clusters Score -4062635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4062632.500000 Penalty: 5160.919922
	Iteration 83Q: 3 clusters Score -4062632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4062641.250000 Penalty: 5160.919922
	Iteration 84Q: 3 clusters Score -4062641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4062638.750000 Penalty: 5160.919922
	Iteration 85Q: 3 clusters Score -4062639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4062643.750000 Penalty: 5160.919922
	Iteration 86Q: 3 clusters Score -4062644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4062637.000000 Penalty: 5160.919922
	Iteration 87Q: 3 clusters Score -4062637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4062649.750000 Penalty: 5160.919922
	Iteration 88Q: 3 clusters Score -4062650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4062653.500000 Penalty: 5160.919922
	Iteration 89Q: 3 clusters Score -4062654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4062657.750000 Penalty: 5160.919922
	Iteration 90Q: 3 clusters Score -4062658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4062660.250000 Penalty: 5160.919922
	Iteration 91Q: 3 clusters Score -4062660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4062661.000000 Penalty: 5160.919922
	Iteration 92Q: 3 clusters Score -4062661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4062665.500000 Penalty: 5160.919922
	Iteration 93Q: 3 clusters Score -4062666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4062667.250000 Penalty: 5160.919922
	Iteration 94Q: 3 clusters Score -4062667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4062668.750000 Penalty: 5160.919922
	Iteration 95Q: 3 clusters Score -4062669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4062669.750000 Penalty: 5160.919922
	Iteration 96Q: 3 clusters Score -4062670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4062661.000000 Penalty: 5160.919922
	Iteration 97Q: 3 clusters Score -4062661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4062667.000000 Penalty: 5160.919922
	Iteration 98Q: 3 clusters Score -4062667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4062672.250000 Penalty: 5160.919922
	Iteration 99Q: 3 clusters Score -4062672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4062667.500000 Penalty: 5160.919922
	Iteration 100F: 3 clusters Score -4062668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4062671.250000 Penalty: 5160.919922
	Iteration 101Q: 3 clusters Score -4062671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4062671.750000 Penalty: 5160.919922
	Iteration 102Q: 3 clusters Score -4062672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4062676.250000 Penalty: 5160.919922
	Iteration 103Q: 3 clusters Score -4062676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4062670.000000 Penalty: 5160.919922
	Iteration 104Q: 3 clusters Score -4062670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4062677.250000 Penalty: 5160.919922
	Iteration 105Q: 3 clusters Score -4062677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4062674.250000 Penalty: 5160.919922
	Iteration 106Q: 3 clusters Score -4062674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4062672.750000 Penalty: 5160.919922
	Iteration 107Q: 3 clusters Score -4062673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4062676.750000 Penalty: 5160.919922
	Iteration 108Q: 3 clusters Score -4062677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4062675.750000 Penalty: 5160.919922
	Iteration 109Q: 3 clusters Score -4062676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4062674.250000 Penalty: 5160.919922
	Iteration 110Q: 3 clusters Score -4062674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4062677.000000 Penalty: 5160.919922
	Iteration 111Q: 3 clusters Score -4062677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4062677.000000 Penalty: 5160.919922
	Iteration 112F: 3 clusters Score -4062677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -186727.843750 Penalty: 1829.063354
	Iteration 0F: 2 clusters Score -186727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -184499.546875 Penalty: 3658.126709
	Iteration 0F: 3 clusters Score -184499.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -185349.250000 Penalty: 3658.126709
	Iteration 1F: 3 clusters Score -185349.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -185799.859375 Penalty: 3658.126709
	Iteration 2F: 3 clusters Score -185799.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -186149.890625 Penalty: 3658.126709
	Iteration 3F: 3 clusters Score -186149.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186391.296875 Penalty: 3658.126709
	Iteration 4F: 3 clusters Score -186391.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -186501.187500 Penalty: 3658.126709
	Iteration 5Q: 3 clusters Score -186501.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186573.640625 Penalty: 3658.126709
	Iteration 6Q: 3 clusters Score -186573.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -186625.093750 Penalty: 3658.126709
	Iteration 7Q: 3 clusters Score -186625.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186678.281250 Penalty: 3658.126709
	Iteration 8Q: 3 clusters Score -186678.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -186757.656250 Penalty: 3658.126709
	Iteration 9Q: 3 clusters Score -186757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -186789.125000 Penalty: 3658.126709
	Iteration 10Q: 3 clusters Score -186789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -186810.281250 Penalty: 3658.126709
	Iteration 11Q: 3 clusters Score -186810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -186829.609375 Penalty: 3658.126709
	Iteration 12Q: 3 clusters Score -186829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186856.687500 Penalty: 3658.126709
	Iteration 13Q: 3 clusters Score -186856.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186874.250000 Penalty: 3658.126709
	Iteration 14Q: 3 clusters Score -186874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -186889.906250 Penalty: 3658.126709
	Iteration 15Q: 3 clusters Score -186889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -186902.156250 Penalty: 3658.126709
	Iteration 16Q: 3 clusters Score -186902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186911.921875 Penalty: 3658.126709
	Iteration 17Q: 3 clusters Score -186911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186917.968750 Penalty: 3658.126709
	Iteration 18Q: 3 clusters Score -186918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186920.562500 Penalty: 3658.126709
	Iteration 19Q: 3 clusters Score -186920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -186920.875000 Penalty: 3658.126709
	Iteration 20F: 3 clusters Score -186920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37475 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171892 members 
Mstep: Class 10 contains 159408 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167209 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 170831 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 580 members 
Entering Unmasked Estep 
Score: -166436688.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166438304.000000 to -166436688.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37475 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171892 members 
Mstep: Class 10 contains 159408 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167209 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 170831 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33027 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438304.000000 Penalty: 59405.718750
Iteration 359Q: 18 clusters Score -1.664383e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37474 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164820 members 
Mstep: Class 9 contains 171884 members 
Mstep: Class 10 contains 159421 members 
Mstep: Class 12 contains 193599 members 
Mstep: Class 13 contains 167202 members 
Mstep: Class 16 contains 172309 members 
Mstep: Class 17 contains 170846 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33023 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438384.000000 Penalty: 59405.718750
Iteration 360F: 18 clusters Score -1.664384e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37480 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164822 members 
Mstep: Class 9 contains 171871 members 
Mstep: Class 10 contains 159442 members 
Mstep: Class 12 contains 193600 members 
Mstep: Class 13 contains 167189 members 
Mstep: Class 16 contains 172306 members 
Mstep: Class 17 contains 170849 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33018 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438256.000000 Penalty: 59405.718750
Iteration 361Q: 18 clusters Score -1.664383e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 37483 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164821 members 
Mstep: Class 9 contains 171839 members 
Mstep: Class 10 contains 159484 members 
Mstep: Class 12 contains 193611 members 
Mstep: Class 13 contains 167181 members 
Mstep: Class 16 contains 172279 members 
Mstep: Class 17 contains 170865 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438336.000000 Penalty: 59405.718750
Iteration 362Q: 18 clusters Score -1.664383e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11095 members 
Mstep: Class 6 contains 37486 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164823 members 
Mstep: Class 9 contains 171830 members 
Mstep: Class 10 contains 159515 members 
Mstep: Class 12 contains 193621 members 
Mstep: Class 13 contains 167172 members 
Mstep: Class 16 contains 172256 members 
Mstep: Class 17 contains 170864 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33009 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438400.000000 Penalty: 59405.718750
Iteration 363Q: 18 clusters Score -1.664384e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 37494 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171816 members 
Mstep: Class 10 contains 159534 members 
Mstep: Class 12 contains 193625 members 
Mstep: Class 13 contains 167169 members 
Mstep: Class 16 contains 172247 members 
Mstep: Class 17 contains 170859 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33005 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438448.000000 Penalty: 59405.718750
Iteration 364Q: 18 clusters Score -1.664384e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 37501 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 164830 members 
Mstep: Class 9 contains 171812 members 
Mstep: Class 10 contains 159526 members 
Mstep: Class 12 contains 193626 members 
Mstep: Class 13 contains 167183 members 
Mstep: Class 16 contains 172239 members 
Mstep: Class 17 contains 170862 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 33001 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438336.000000 Penalty: 59405.718750
Iteration 365Q: 18 clusters Score -1.664383e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164823 members 
Mstep: Class 9 contains 171805 members 
Mstep: Class 10 contains 159525 members 
Mstep: Class 12 contains 193650 members 
Mstep: Class 13 contains 167201 members 
Mstep: Class 16 contains 172217 members 
Mstep: Class 17 contains 170863 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32998 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438160.000000 Penalty: 59405.718750
Iteration 366Q: 18 clusters Score -1.664382e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 37503 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164828 members 
Mstep: Class 9 contains 171818 members 
Mstep: Class 10 contains 159500 members 
Mstep: Class 12 contains 193668 members 
Mstep: Class 13 contains 167194 members 
Mstep: Class 16 contains 172214 members 
Mstep: Class 17 contains 170865 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32991 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438320.000000 Penalty: 59405.718750
Iteration 367Q: 18 clusters Score -1.664383e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37505 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164835 members 
Mstep: Class 9 contains 171807 members 
Mstep: Class 10 contains 159489 members 
Mstep: Class 12 contains 193684 members 
Mstep: Class 13 contains 167183 members 
Mstep: Class 16 contains 172232 members 
Mstep: Class 17 contains 170856 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32987 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438304.000000 Penalty: 59405.718750
Iteration 368Q: 18 clusters Score -1.664383e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164838 members 
Mstep: Class 9 contains 171809 members 
Mstep: Class 10 contains 159468 members 
Mstep: Class 12 contains 193709 members 
Mstep: Class 13 contains 167179 members 
Mstep: Class 16 contains 172238 members 
Mstep: Class 17 contains 170852 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32984 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438224.000000 Penalty: 59405.718750
Iteration 369Q: 18 clusters Score -1.664382e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11090 members 
Mstep: Class 6 contains 37501 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164837 members 
Mstep: Class 9 contains 171806 members 
Mstep: Class 10 contains 159450 members 
Mstep: Class 12 contains 193729 members 
Mstep: Class 13 contains 167169 members 
Mstep: Class 16 contains 172253 members 
Mstep: Class 17 contains 170854 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32980 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438288.000000 Penalty: 59405.718750
Iteration 370Q: 18 clusters Score -1.664383e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164840 members 
Mstep: Class 9 contains 171871 members 
Mstep: Class 10 contains 159410 members 
Mstep: Class 12 contains 193722 members 
Mstep: Class 13 contains 167138 members 
Mstep: Class 16 contains 172267 members 
Mstep: Class 17 contains 170847 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438416.000000 Penalty: 59405.718750
Iteration 371Q: 18 clusters Score -1.664384e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164845 members 
Mstep: Class 9 contains 171896 members 
Mstep: Class 10 contains 159415 members 
Mstep: Class 12 contains 193714 members 
Mstep: Class 13 contains 167118 members 
Mstep: Class 16 contains 172269 members 
Mstep: Class 17 contains 170838 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32976 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438448.000000 Penalty: 59405.718750
Iteration 372Q: 18 clusters Score -1.664384e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 37501 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164852 members 
Mstep: Class 9 contains 171922 members 
Mstep: Class 10 contains 159377 members 
Mstep: Class 12 contains 193724 members 
Mstep: Class 13 contains 167104 members 
Mstep: Class 16 contains 172291 members 
Mstep: Class 17 contains 170824 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438432.000000 Penalty: 59405.718750
Iteration 373Q: 18 clusters Score -1.664384e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164851 members 
Mstep: Class 9 contains 171928 members 
Mstep: Class 10 contains 159333 members 
Mstep: Class 12 contains 193715 members 
Mstep: Class 13 contains 167111 members 
Mstep: Class 16 contains 172305 members 
Mstep: Class 17 contains 170848 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438400.000000 Penalty: 59405.718750
Iteration 374Q: 18 clusters Score -1.664384e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164858 members 
Mstep: Class 9 contains 171929 members 
Mstep: Class 10 contains 159301 members 
Mstep: Class 12 contains 193710 members 
Mstep: Class 13 contains 167112 members 
Mstep: Class 16 contains 172317 members 
Mstep: Class 17 contains 170875 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32977 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438336.000000 Penalty: 59405.718750
Iteration 375Q: 18 clusters Score -1.664383e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164862 members 
Mstep: Class 9 contains 171966 members 
Mstep: Class 10 contains 159244 members 
Mstep: Class 12 contains 193709 members 
Mstep: Class 13 contains 167120 members 
Mstep: Class 16 contains 172313 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32973 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438304.000000 Penalty: 59405.718750
Iteration 376Q: 18 clusters Score -1.664383e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 6 contains 37503 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 164865 members 
Mstep: Class 9 contains 172004 members 
Mstep: Class 10 contains 159196 members 
Mstep: Class 12 contains 193705 members 
Mstep: Class 13 contains 167139 members 
Mstep: Class 16 contains 172295 members 
Mstep: Class 17 contains 170894 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32972 members 
Mstep: Class 20 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438208.000000 Penalty: 59405.718750
Iteration 377Q: 18 clusters Score -1.664382e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 37500 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 164869 members 
Mstep: Class 9 contains 172036 members 
Mstep: Class 10 contains 159141 members 
Mstep: Class 12 contains 193702 members 
Mstep: Class 13 contains 167154 members 
Mstep: Class 16 contains 172289 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32973 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438080.000000 Penalty: 59405.718750
Iteration 378Q: 18 clusters Score -1.664381e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 37500 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 164878 members 
Mstep: Class 9 contains 172069 members 
Mstep: Class 10 contains 159101 members 
Mstep: Class 12 contains 193692 members 
Mstep: Class 13 contains 167156 members 
Mstep: Class 16 contains 172289 members 
Mstep: Class 17 contains 170909 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438096.000000 Penalty: 59405.718750
Iteration 379Q: 18 clusters Score -1.664381e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 37500 members 
Mstep: Class 7 contains 11737 members 
Mstep: Class 8 contains 164880 members 
Mstep: Class 9 contains 172106 members 
Mstep: Class 10 contains 159078 members 
Mstep: Class 12 contains 193664 members 
Mstep: Class 13 contains 167169 members 
Mstep: Class 16 contains 172279 members 
Mstep: Class 17 contains 170922 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438032.000000 Penalty: 59405.718750
Iteration 380F: 18 clusters Score -1.66438e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 37504 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 164886 members 
Mstep: Class 9 contains 172131 members 
Mstep: Class 10 contains 159057 members 
Mstep: Class 12 contains 193653 members 
Mstep: Class 13 contains 167193 members 
Mstep: Class 16 contains 172252 members 
Mstep: Class 17 contains 170930 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32960 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 59405.718750
Iteration 381Q: 18 clusters Score -1.66438e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 37506 members 
Mstep: Class 7 contains 11735 members 
Mstep: Class 8 contains 164892 members 
Mstep: Class 9 contains 172144 members 
Mstep: Class 10 contains 159023 members 
Mstep: Class 12 contains 193651 members 
Mstep: Class 13 contains 167227 members 
Mstep: Class 16 contains 172226 members 
Mstep: Class 17 contains 170940 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32957 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438144.000000 Penalty: 59405.718750
Iteration 382Q: 18 clusters Score -1.664381e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 37510 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 164896 members 
Mstep: Class 9 contains 172140 members 
Mstep: Class 10 contains 159002 members 
Mstep: Class 12 contains 193656 members 
Mstep: Class 13 contains 167263 members 
Mstep: Class 16 contains 172203 members 
Mstep: Class 17 contains 170942 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32950 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437904.000000 Penalty: 59405.718750
Iteration 383Q: 18 clusters Score -1.664379e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 6 contains 37514 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 164901 members 
Mstep: Class 9 contains 172122 members 
Mstep: Class 10 contains 158985 members 
Mstep: Class 12 contains 193662 members 
Mstep: Class 13 contains 167299 members 
Mstep: Class 16 contains 172176 members 
Mstep: Class 17 contains 170957 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438048.000000 Penalty: 59405.718750
Iteration 384Q: 18 clusters Score -1.66438e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11073 members 
Mstep: Class 6 contains 37518 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 164915 members 
Mstep: Class 9 contains 172079 members 
Mstep: Class 10 contains 158966 members 
Mstep: Class 12 contains 193660 members 
Mstep: Class 13 contains 167328 members 
Mstep: Class 16 contains 172168 members 
Mstep: Class 17 contains 170970 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32939 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438192.000000 Penalty: 59405.718750
Iteration 385Q: 18 clusters Score -1.664382e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14200 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37524 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 164917 members 
Mstep: Class 9 contains 172042 members 
Mstep: Class 10 contains 158958 members 
Mstep: Class 12 contains 193658 members 
Mstep: Class 13 contains 167348 members 
Mstep: Class 16 contains 172148 members 
Mstep: Class 17 contains 170994 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32934 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 386Q: 18 clusters Score -1.664379e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14215 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 37522 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 164930 members 
Mstep: Class 9 contains 172009 members 
Mstep: Class 10 contains 158957 members 
Mstep: Class 12 contains 193657 members 
Mstep: Class 13 contains 167370 members 
Mstep: Class 16 contains 172129 members 
Mstep: Class 17 contains 171005 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437776.000000 Penalty: 59405.718750
Iteration 387Q: 18 clusters Score -1.664378e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37524 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 164943 members 
Mstep: Class 9 contains 171960 members 
Mstep: Class 10 contains 158957 members 
Mstep: Class 12 contains 193671 members 
Mstep: Class 13 contains 167391 members 
Mstep: Class 16 contains 172105 members 
Mstep: Class 17 contains 171019 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32928 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 59405.718750
Iteration 388Q: 18 clusters Score -1.664379e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 37523 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 164959 members 
Mstep: Class 9 contains 171940 members 
Mstep: Class 10 contains 158954 members 
Mstep: Class 12 contains 193688 members 
Mstep: Class 13 contains 167402 members 
Mstep: Class 16 contains 172079 members 
Mstep: Class 17 contains 171022 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32927 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437920.000000 Penalty: 59405.718750
Iteration 389Q: 18 clusters Score -1.664379e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37524 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 164973 members 
Mstep: Class 9 contains 171930 members 
Mstep: Class 10 contains 158952 members 
Mstep: Class 12 contains 193682 members 
Mstep: Class 13 contains 167401 members 
Mstep: Class 16 contains 172074 members 
Mstep: Class 17 contains 171027 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 59405.718750
Iteration 390Q: 18 clusters Score -1.66438e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37523 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 164980 members 
Mstep: Class 9 contains 171921 members 
Mstep: Class 10 contains 158947 members 
Mstep: Class 12 contains 193673 members 
Mstep: Class 13 contains 167411 members 
Mstep: Class 16 contains 172062 members 
Mstep: Class 17 contains 171046 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32922 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437808.000000 Penalty: 59405.718750
Iteration 391Q: 18 clusters Score -1.664378e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37524 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 164985 members 
Mstep: Class 9 contains 171920 members 
Mstep: Class 10 contains 158946 members 
Mstep: Class 12 contains 193665 members 
Mstep: Class 13 contains 167422 members 
Mstep: Class 16 contains 172030 members 
Mstep: Class 17 contains 171066 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437776.000000 Penalty: 59405.718750
Iteration 392Q: 18 clusters Score -1.664378e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 37525 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 164991 members 
Mstep: Class 9 contains 171913 members 
Mstep: Class 10 contains 158931 members 
Mstep: Class 12 contains 193664 members 
Mstep: Class 13 contains 167429 members 
Mstep: Class 16 contains 172007 members 
Mstep: Class 17 contains 171089 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32919 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437664.000000 Penalty: 59405.718750
Iteration 393Q: 18 clusters Score -1.664377e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37526 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165003 members 
Mstep: Class 9 contains 171910 members 
Mstep: Class 10 contains 158911 members 
Mstep: Class 12 contains 193658 members 
Mstep: Class 13 contains 167444 members 
Mstep: Class 16 contains 171982 members 
Mstep: Class 17 contains 171108 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32917 members 
Mstep: Class 20 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437680.000000 Penalty: 59405.718750
Iteration 394Q: 18 clusters Score -1.664377e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14271 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165007 members 
Mstep: Class 9 contains 171890 members 
Mstep: Class 10 contains 158900 members 
Mstep: Class 12 contains 193651 members 
Mstep: Class 13 contains 167473 members 
Mstep: Class 16 contains 171960 members 
Mstep: Class 17 contains 171132 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32918 members 
Mstep: Class 20 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437760.000000 Penalty: 59405.718750
Iteration 395Q: 18 clusters Score -1.664378e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165010 members 
Mstep: Class 9 contains 171867 members 
Mstep: Class 10 contains 158905 members 
Mstep: Class 12 contains 193634 members 
Mstep: Class 13 contains 167492 members 
Mstep: Class 16 contains 171949 members 
Mstep: Class 17 contains 171161 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32916 members 
Mstep: Class 20 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437776.000000 Penalty: 59405.718750
Iteration 396Q: 18 clusters Score -1.664378e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14271 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165020 members 
Mstep: Class 9 contains 171850 members 
Mstep: Class 10 contains 158913 members 
Mstep: Class 12 contains 193619 members 
Mstep: Class 13 contains 167510 members 
Mstep: Class 16 contains 171918 members 
Mstep: Class 17 contains 171190 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32913 members 
Mstep: Class 20 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437744.000000 Penalty: 59405.718750
Iteration 397Q: 18 clusters Score -1.664377e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14275 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165030 members 
Mstep: Class 9 contains 171841 members 
Mstep: Class 10 contains 158910 members 
Mstep: Class 12 contains 193599 members 
Mstep: Class 13 contains 167529 members 
Mstep: Class 16 contains 171892 members 
Mstep: Class 17 contains 171216 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32910 members 
Mstep: Class 20 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437792.000000 Penalty: 59405.718750
Iteration 398Q: 18 clusters Score -1.664378e+08 nChanged 460
Entering ConstructFrom: 
Score: -166437792.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71271.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69885.898438 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69885.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70563.046875 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70563.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71164.273438 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -71164.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71624.093750 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -71624.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71830.000000 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -71830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71903.875000 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71903.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71957.015625 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71957.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71966.531250 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71966.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71979.273438 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71979.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71995.968750 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -71995.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72021.960938 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -72021.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72059.531250 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -72059.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72145.265625 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -72145.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72301.476562 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -72301.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72428.218750 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -72428.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72438.351562 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -72438.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72445.070312 Penalty: 3284.217285
	Iteration 16F: 3 clusters Score -72445.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72481.500000 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -72481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72485.023438 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -72485.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72485.023438 Penalty: 3284.217285
	Iteration 19F: 3 clusters Score -72485.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 171863 members 
Mstep: Class 10 contains 158918 members 
Mstep: Class 11 contains 457 members 
Mstep: Class 12 contains 193589 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
Score: -166437040.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166437792.000000 to -166437040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -564768.875000 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -564768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -560622.062500 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -560622.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -561637.250000 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -561637.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -561856.312500 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -561856.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -561974.750000 Penalty: 4171.496582
	Iteration 3Q: 3 clusters Score -561974.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -562060.750000 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -562060.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -562111.437500 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -562111.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -562160.250000 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -562160.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -562201.562500 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -562201.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -562244.312500 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -562244.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -562281.625000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -562281.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -562323.000000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -562323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -562366.687500 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -562366.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -562408.500000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -562408.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -562438.875000 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -562438.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -562468.062500 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -562468.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -562488.687500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -562488.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -562508.312500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -562508.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -562527.750000 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -562527.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -562547.875000 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -562547.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -562577.187500 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -562577.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -562598.812500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -562598.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -562625.437500 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -562625.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -562649.875000 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -562649.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -562671.437500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -562671.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -562688.187500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -562688.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -562712.312500 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -562712.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -562727.187500 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -562727.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -562741.687500 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -562741.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -562756.750000 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -562756.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -562772.562500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -562772.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -562794.812500 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -562794.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -562810.500000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -562810.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562830.750000 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -562830.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -562850.937500 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -562850.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -562875.437500 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -562875.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -562906.875000 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -562906.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -562940.500000 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -562940.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -562973.500000 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -562973.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -563007.312500 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -563007.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -563046.125000 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -563046.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -563091.187500 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -563091.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -563135.687500 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -563135.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -563179.562500 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -563179.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -563216.312500 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -563216.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -563242.187500 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -563242.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -563268.187500 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -563268.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -563309.687500 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -563309.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -563346.125000 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -563346.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -563380.750000 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -563380.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -563406.625000 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -563406.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -563428.062500 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -563428.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -563440.937500 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -563440.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -563455.500000 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -563455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -563465.187500 Penalty: 4171.496582
	Iteration 53Q: 3 clusters Score -563465.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -563472.625000 Penalty: 4171.496582
	Iteration 54Q: 3 clusters Score -563472.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -563479.812500 Penalty: 4171.496582
	Iteration 55Q: 3 clusters Score -563479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -563488.250000 Penalty: 4171.496582
	Iteration 56Q: 3 clusters Score -563488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -563490.250000 Penalty: 4171.496582
	Iteration 57Q: 3 clusters Score -563490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -563493.437500 Penalty: 4171.496582
	Iteration 58Q: 3 clusters Score -563493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -563498.250000 Penalty: 4171.496582
	Iteration 59Q: 3 clusters Score -563498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -563502.687500 Penalty: 4171.496582
	Iteration 60F: 3 clusters Score -563502.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -563506.812500 Penalty: 4171.496582
	Iteration 61Q: 3 clusters Score -563506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -563511.750000 Penalty: 4171.496582
	Iteration 62Q: 3 clusters Score -563511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -563516.562500 Penalty: 4171.496582
	Iteration 63Q: 3 clusters Score -563516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -563518.875000 Penalty: 4171.496582
	Iteration 64Q: 3 clusters Score -563518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -563519.687500 Penalty: 4171.496582
	Iteration 65Q: 3 clusters Score -563519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -563521.562500 Penalty: 4171.496582
	Iteration 66Q: 3 clusters Score -563521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -563520.750000 Penalty: 4171.496582
	Iteration 67Q: 3 clusters Score -563520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -563522.437500 Penalty: 4171.496582
	Iteration 68Q: 3 clusters Score -563522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -563522.812500 Penalty: 4171.496582
	Iteration 69Q: 3 clusters Score -563522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -563521.875000 Penalty: 4171.496582
	Iteration 70Q: 3 clusters Score -563521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -563523.187500 Penalty: 4171.496582
	Iteration 71Q: 3 clusters Score -563523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -563523.187500 Penalty: 4171.496582
	Iteration 72F: 3 clusters Score -563523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -1828358.125000 Penalty: 2372.346924
	Iteration 0F: 2 clusters Score -1828358 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 7192 members 
Entering Unmasked Estep 
Score: -1817989.250000 Penalty: 4744.693848
	Iteration 0F: 3 clusters Score -1817989 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1821336.250000 Penalty: 4744.693848
	Iteration 1F: 3 clusters Score -1821336 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1821728.125000 Penalty: 4744.693848
	Iteration 2F: 3 clusters Score -1821728 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1822112.125000 Penalty: 4744.693848
	Iteration 3F: 3 clusters Score -1822112 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1822544.375000 Penalty: 4744.693848
	Iteration 4Q: 3 clusters Score -1822544 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1822995.500000 Penalty: 4744.693848
	Iteration 5Q: 3 clusters Score -1822996 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1823479.250000 Penalty: 4744.693848
	Iteration 6Q: 3 clusters Score -1823479 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1824014.750000 Penalty: 4744.693848
	Iteration 7F: 3 clusters Score -1824015 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1824503.750000 Penalty: 4744.693848
	Iteration 8F: 3 clusters Score -1824504 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1824876.125000 Penalty: 4744.693848
	Iteration 9Q: 3 clusters Score -1824876 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1825157.125000 Penalty: 4744.693848
	Iteration 10Q: 3 clusters Score -1825157 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1825391.375000 Penalty: 4744.693848
	Iteration 11Q: 3 clusters Score -1825391 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1825564.875000 Penalty: 4744.693848
	Iteration 12Q: 3 clusters Score -1825565 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1825728.625000 Penalty: 4744.693848
	Iteration 13Q: 3 clusters Score -1825729 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1825860.125000 Penalty: 4744.693848
	Iteration 14Q: 3 clusters Score -1825860 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1825962.750000 Penalty: 4744.693848
	Iteration 15Q: 3 clusters Score -1825963 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1826055.125000 Penalty: 4744.693848
	Iteration 16Q: 3 clusters Score -1826055 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1826156.000000 Penalty: 4744.693848
	Iteration 17Q: 3 clusters Score -1826156 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1826271.375000 Penalty: 4744.693848
	Iteration 18Q: 3 clusters Score -1826271 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1826363.875000 Penalty: 4744.693848
	Iteration 19Q: 3 clusters Score -1826364 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1826439.875000 Penalty: 4744.693848
	Iteration 20F: 3 clusters Score -1826440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1826496.375000 Penalty: 4744.693848
	Iteration 21Q: 3 clusters Score -1826496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1826547.875000 Penalty: 4744.693848
	Iteration 22Q: 3 clusters Score -1826548 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1826593.750000 Penalty: 4744.693848
	Iteration 23Q: 3 clusters Score -1826594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1826626.625000 Penalty: 4744.693848
	Iteration 24Q: 3 clusters Score -1826627 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1826660.000000 Penalty: 4744.693848
	Iteration 25Q: 3 clusters Score -1826660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1826691.750000 Penalty: 4744.693848
	Iteration 26Q: 3 clusters Score -1826692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1826714.500000 Penalty: 4744.693848
	Iteration 27Q: 3 clusters Score -1826714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1826744.750000 Penalty: 4744.693848
	Iteration 28Q: 3 clusters Score -1826745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1826780.750000 Penalty: 4744.693848
	Iteration 29Q: 3 clusters Score -1826781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1826825.500000 Penalty: 4744.693848
	Iteration 30Q: 3 clusters Score -1826826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1826868.875000 Penalty: 4744.693848
	Iteration 31Q: 3 clusters Score -1826869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1826892.125000 Penalty: 4744.693848
	Iteration 32Q: 3 clusters Score -1826892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1826922.500000 Penalty: 4744.693848
	Iteration 33Q: 3 clusters Score -1826922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1826947.125000 Penalty: 4744.693848
	Iteration 34Q: 3 clusters Score -1826947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1826971.750000 Penalty: 4744.693848
	Iteration 35Q: 3 clusters Score -1826972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1826982.250000 Penalty: 4744.693848
	Iteration 36Q: 3 clusters Score -1826982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1827005.125000 Penalty: 4744.693848
	Iteration 37Q: 3 clusters Score -1827005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1827024.750000 Penalty: 4744.693848
	Iteration 38Q: 3 clusters Score -1827025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1827028.250000 Penalty: 4744.693848
	Iteration 39Q: 3 clusters Score -1827028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1827034.875000 Penalty: 4744.693848
	Iteration 40F: 3 clusters Score -1827035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1827045.250000 Penalty: 4744.693848
	Iteration 41Q: 3 clusters Score -1827045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1827045.750000 Penalty: 4744.693848
	Iteration 42Q: 3 clusters Score -1827046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1827054.875000 Penalty: 4744.693848
	Iteration 43Q: 3 clusters Score -1827055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1827056.500000 Penalty: 4744.693848
	Iteration 44Q: 3 clusters Score -1827056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1827056.875000 Penalty: 4744.693848
	Iteration 45Q: 3 clusters Score -1827057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1827059.875000 Penalty: 4744.693848
	Iteration 46Q: 3 clusters Score -1827060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1827059.000000 Penalty: 4744.693848
	Iteration 47Q: 3 clusters Score -1827059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1827061.500000 Penalty: 4744.693848
	Iteration 48Q: 3 clusters Score -1827062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1827061.750000 Penalty: 4744.693848
	Iteration 49Q: 3 clusters Score -1827062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1827063.250000 Penalty: 4744.693848
	Iteration 50Q: 3 clusters Score -1827063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1827061.250000 Penalty: 4744.693848
	Iteration 51Q: 3 clusters Score -1827061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1827063.250000 Penalty: 4744.693848
	Iteration 52Q: 3 clusters Score -1827063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1827063.000000 Penalty: 4744.693848
	Iteration 53Q: 3 clusters Score -1827063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1827060.625000 Penalty: 4744.693848
	Iteration 54Q: 3 clusters Score -1827061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1827063.750000 Penalty: 4744.693848
	Iteration 55Q: 3 clusters Score -1827064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1827069.625000 Penalty: 4744.693848
	Iteration 56Q: 3 clusters Score -1827070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1827065.500000 Penalty: 4744.693848
	Iteration 57Q: 3 clusters Score -1827066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1827068.125000 Penalty: 4744.693848
	Iteration 58Q: 3 clusters Score -1827068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1827067.000000 Penalty: 4744.693848
	Iteration 59Q: 3 clusters Score -1827067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1827067.500000 Penalty: 4744.693848
	Iteration 60F: 3 clusters Score -1827068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1827069.000000 Penalty: 4744.693848
	Iteration 61Q: 3 clusters Score -1827069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1827067.750000 Penalty: 4744.693848
	Iteration 62Q: 3 clusters Score -1827068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1827067.625000 Penalty: 4744.693848
	Iteration 63Q: 3 clusters Score -1827068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1827067.625000 Penalty: 4744.693848
	Iteration 64F: 3 clusters Score -1827068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -138222.093750 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -138222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136127.703125 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -136127.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136802.453125 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -136802.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137470.703125 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -137470.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -137845.812500 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -137845.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -138174.234375 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -138174.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138668.734375 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -138668.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138997.656250 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -138997.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139024.000000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -139024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139032.312500 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -139032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -139042.625000 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -139042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139051.328125 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -139051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139055.546875 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -139055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -139057.984375 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -139058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139058.750000 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -139058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139058.750000 Penalty: 3552.164551
	Iteration 14F: 3 clusters Score -139058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 653 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 171863 members 
Mstep: Class 10 contains 158918 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 193589 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
Score: -166437056.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166437792.000000 to -166437056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Entering Unmasked Estep 
Score: -1363726.000000 Penalty: 2309.419434
	Iteration 0F: 2 clusters Score -1363726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1355323.625000 Penalty: 4618.838867
	Iteration 0F: 3 clusters Score -1355324 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1357823.875000 Penalty: 4618.838867
	Iteration 1F: 3 clusters Score -1357824 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1358158.500000 Penalty: 4618.838867
	Iteration 2F: 3 clusters Score -1358158 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1358436.250000 Penalty: 4618.838867
	Iteration 3F: 3 clusters Score -1358436 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1358691.875000 Penalty: 4618.838867
	Iteration 4Q: 3 clusters Score -1358692 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1358974.625000 Penalty: 4618.838867
	Iteration 5Q: 3 clusters Score -1358975 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1359318.125000 Penalty: 4618.838867
	Iteration 6Q: 3 clusters Score -1359318 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1359734.625000 Penalty: 4618.838867
	Iteration 7Q: 3 clusters Score -1359735 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1360191.625000 Penalty: 4618.838867
	Iteration 8F: 3 clusters Score -1360192 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1360603.125000 Penalty: 4618.838867
	Iteration 9Q: 3 clusters Score -1360603 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1360973.375000 Penalty: 4618.838867
	Iteration 10Q: 3 clusters Score -1360973 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1361279.750000 Penalty: 4618.838867
	Iteration 11Q: 3 clusters Score -1361280 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1361507.625000 Penalty: 4618.838867
	Iteration 12Q: 3 clusters Score -1361508 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1361708.500000 Penalty: 4618.838867
	Iteration 13Q: 3 clusters Score -1361708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1361815.875000 Penalty: 4618.838867
	Iteration 14Q: 3 clusters Score -1361816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1361909.875000 Penalty: 4618.838867
	Iteration 15Q: 3 clusters Score -1361910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1361976.250000 Penalty: 4618.838867
	Iteration 16Q: 3 clusters Score -1361976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1362024.875000 Penalty: 4618.838867
	Iteration 17Q: 3 clusters Score -1362025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1362046.875000 Penalty: 4618.838867
	Iteration 18Q: 3 clusters Score -1362047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1362072.500000 Penalty: 4618.838867
	Iteration 19Q: 3 clusters Score -1362072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1362094.625000 Penalty: 4618.838867
	Iteration 20F: 3 clusters Score -1362095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1362120.750000 Penalty: 4618.838867
	Iteration 21Q: 3 clusters Score -1362121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1362152.375000 Penalty: 4618.838867
	Iteration 22Q: 3 clusters Score -1362152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1362182.250000 Penalty: 4618.838867
	Iteration 23Q: 3 clusters Score -1362182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1362220.500000 Penalty: 4618.838867
	Iteration 24Q: 3 clusters Score -1362220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1362264.000000 Penalty: 4618.838867
	Iteration 25Q: 3 clusters Score -1362264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1362298.000000 Penalty: 4618.838867
	Iteration 26Q: 3 clusters Score -1362298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1362330.250000 Penalty: 4618.838867
	Iteration 27Q: 3 clusters Score -1362330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1362362.625000 Penalty: 4618.838867
	Iteration 28Q: 3 clusters Score -1362363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1362398.750000 Penalty: 4618.838867
	Iteration 29Q: 3 clusters Score -1362399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1362436.750000 Penalty: 4618.838867
	Iteration 30Q: 3 clusters Score -1362437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1362484.375000 Penalty: 4618.838867
	Iteration 31Q: 3 clusters Score -1362484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1362553.125000 Penalty: 4618.838867
	Iteration 32Q: 3 clusters Score -1362553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1362602.500000 Penalty: 4618.838867
	Iteration 33Q: 3 clusters Score -1362602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1362640.375000 Penalty: 4618.838867
	Iteration 34Q: 3 clusters Score -1362640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1362680.500000 Penalty: 4618.838867
	Iteration 35Q: 3 clusters Score -1362680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1362721.125000 Penalty: 4618.838867
	Iteration 36Q: 3 clusters Score -1362721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1362744.125000 Penalty: 4618.838867
	Iteration 37Q: 3 clusters Score -1362744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1362760.000000 Penalty: 4618.838867
	Iteration 38Q: 3 clusters Score -1362760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1362771.250000 Penalty: 4618.838867
	Iteration 39Q: 3 clusters Score -1362771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1362781.000000 Penalty: 4618.838867
	Iteration 40F: 3 clusters Score -1362781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1362781.750000 Penalty: 4618.838867
	Iteration 41Q: 3 clusters Score -1362782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1362781.375000 Penalty: 4618.838867
	Iteration 42Q: 3 clusters Score -1362781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1362789.250000 Penalty: 4618.838867
	Iteration 43Q: 3 clusters Score -1362789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1362789.875000 Penalty: 4618.838867
	Iteration 44Q: 3 clusters Score -1362790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1362792.375000 Penalty: 4618.838867
	Iteration 45Q: 3 clusters Score -1362792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1362795.000000 Penalty: 4618.838867
	Iteration 46Q: 3 clusters Score -1362795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1362795.250000 Penalty: 4618.838867
	Iteration 47Q: 3 clusters Score -1362795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1362798.125000 Penalty: 4618.838867
	Iteration 48Q: 3 clusters Score -1362798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1362798.125000 Penalty: 4618.838867
	Iteration 49F: 3 clusters Score -1362798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Entering Unmasked Estep 
Score: -4757444.000000 Penalty: 2612.151611
	Iteration 0F: 2 clusters Score -4757444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4731832.500000 Penalty: 5224.303223
	Iteration 0F: 3 clusters Score -4731832 nChanged 17178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4741147.500000 Penalty: 5224.303223
	Iteration 1F: 3 clusters Score -4741148 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4741560.500000 Penalty: 5224.303223
	Iteration 2Q: 3 clusters Score -4741560 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4741961.500000 Penalty: 5224.303223
	Iteration 3Q: 3 clusters Score -4741962 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4742350.500000 Penalty: 5224.303223
	Iteration 4Q: 3 clusters Score -4742350 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4742727.500000 Penalty: 5224.303223
	Iteration 5Q: 3 clusters Score -4742728 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4743200.000000 Penalty: 5224.303223
	Iteration 6Q: 3 clusters Score -4743200 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4743781.500000 Penalty: 5224.303223
	Iteration 7Q: 3 clusters Score -4743782 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4744599.500000 Penalty: 5224.303223
	Iteration 8Q: 3 clusters Score -4744600 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4745897.000000 Penalty: 5224.303223
	Iteration 9F: 3 clusters Score -4745897 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4747854.000000 Penalty: 5224.303223
	Iteration 10F: 3 clusters Score -4747854 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4750376.000000 Penalty: 5224.303223
	Iteration 11F: 3 clusters Score -4750376 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4752641.000000 Penalty: 5224.303223
	Iteration 12F: 3 clusters Score -4752641 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4753874.500000 Penalty: 5224.303223
	Iteration 13Q: 3 clusters Score -4753874 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4754438.500000 Penalty: 5224.303223
	Iteration 14Q: 3 clusters Score -4754438 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4754750.000000 Penalty: 5224.303223
	Iteration 15Q: 3 clusters Score -4754750 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4754911.500000 Penalty: 5224.303223
	Iteration 16Q: 3 clusters Score -4754912 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4755001.500000 Penalty: 5224.303223
	Iteration 17Q: 3 clusters Score -4755002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4755049.000000 Penalty: 5224.303223
	Iteration 18Q: 3 clusters Score -4755049 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4755083.500000 Penalty: 5224.303223
	Iteration 19Q: 3 clusters Score -4755084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4755130.000000 Penalty: 5224.303223
	Iteration 20F: 3 clusters Score -4755130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4755146.500000 Penalty: 5224.303223
	Iteration 21Q: 3 clusters Score -4755146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4755167.000000 Penalty: 5224.303223
	Iteration 22Q: 3 clusters Score -4755167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4755160.000000 Penalty: 5224.303223
	Iteration 23Q: 3 clusters Score -4755160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4755157.500000 Penalty: 5224.303223
	Iteration 24Q: 3 clusters Score -4755158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4755162.500000 Penalty: 5224.303223
	Iteration 25Q: 3 clusters Score -4755162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4755153.000000 Penalty: 5224.303223
	Iteration 26Q: 3 clusters Score -4755153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4755157.500000 Penalty: 5224.303223
	Iteration 27Q: 3 clusters Score -4755158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4755162.500000 Penalty: 5224.303223
	Iteration 28Q: 3 clusters Score -4755162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4755163.500000 Penalty: 5224.303223
	Iteration 29Q: 3 clusters Score -4755164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4755169.500000 Penalty: 5224.303223
	Iteration 30Q: 3 clusters Score -4755170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4755180.500000 Penalty: 5224.303223
	Iteration 31Q: 3 clusters Score -4755180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4755183.000000 Penalty: 5224.303223
	Iteration 32Q: 3 clusters Score -4755183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4755181.000000 Penalty: 5224.303223
	Iteration 33Q: 3 clusters Score -4755181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4755182.000000 Penalty: 5224.303223
	Iteration 34Q: 3 clusters Score -4755182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4755180.500000 Penalty: 5224.303223
	Iteration 35Q: 3 clusters Score -4755180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4755178.500000 Penalty: 5224.303223
	Iteration 36Q: 3 clusters Score -4755178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4755178.500000 Penalty: 5224.303223
	Iteration 37F: 3 clusters Score -4755178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Entering Unmasked Estep 
Score: -1507493.500000 Penalty: 2323.736328
	Iteration 0F: 2 clusters Score -1507494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1498755.000000 Penalty: 4647.472656
	Iteration 0F: 3 clusters Score -1498755 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1501464.500000 Penalty: 4647.472656
	Iteration 1F: 3 clusters Score -1501464 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1502050.875000 Penalty: 4647.472656
	Iteration 2F: 3 clusters Score -1502051 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1502685.750000 Penalty: 4647.472656
	Iteration 3F: 3 clusters Score -1502686 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1503352.375000 Penalty: 4647.472656
	Iteration 4F: 3 clusters Score -1503352 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1503958.375000 Penalty: 4647.472656
	Iteration 5F: 3 clusters Score -1503958 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1504486.875000 Penalty: 4647.472656
	Iteration 6F: 3 clusters Score -1504487 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1504945.875000 Penalty: 4647.472656
	Iteration 7Q: 3 clusters Score -1504946 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1505245.875000 Penalty: 4647.472656
	Iteration 8Q: 3 clusters Score -1505246 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1505446.750000 Penalty: 4647.472656
	Iteration 9Q: 3 clusters Score -1505447 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1505577.000000 Penalty: 4647.472656
	Iteration 10Q: 3 clusters Score -1505577 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1505665.125000 Penalty: 4647.472656
	Iteration 11Q: 3 clusters Score -1505665 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1505736.625000 Penalty: 4647.472656
	Iteration 12Q: 3 clusters Score -1505737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1505791.750000 Penalty: 4647.472656
	Iteration 13Q: 3 clusters Score -1505792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1505821.125000 Penalty: 4647.472656
	Iteration 14Q: 3 clusters Score -1505821 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1505857.625000 Penalty: 4647.472656
	Iteration 15Q: 3 clusters Score -1505858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1505882.875000 Penalty: 4647.472656
	Iteration 16Q: 3 clusters Score -1505883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1505900.375000 Penalty: 4647.472656
	Iteration 17Q: 3 clusters Score -1505900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1505914.375000 Penalty: 4647.472656
	Iteration 18Q: 3 clusters Score -1505914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1505931.500000 Penalty: 4647.472656
	Iteration 19Q: 3 clusters Score -1505932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1505940.750000 Penalty: 4647.472656
	Iteration 20F: 3 clusters Score -1505941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1505954.250000 Penalty: 4647.472656
	Iteration 21Q: 3 clusters Score -1505954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1505963.875000 Penalty: 4647.472656
	Iteration 22Q: 3 clusters Score -1505964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1505974.625000 Penalty: 4647.472656
	Iteration 23Q: 3 clusters Score -1505975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1505984.000000 Penalty: 4647.472656
	Iteration 24Q: 3 clusters Score -1505984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1505990.000000 Penalty: 4647.472656
	Iteration 25Q: 3 clusters Score -1505990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1505996.125000 Penalty: 4647.472656
	Iteration 26Q: 3 clusters Score -1505996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1506001.375000 Penalty: 4647.472656
	Iteration 27Q: 3 clusters Score -1506001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1506007.000000 Penalty: 4647.472656
	Iteration 28Q: 3 clusters Score -1506007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1506009.000000 Penalty: 4647.472656
	Iteration 29Q: 3 clusters Score -1506009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1506014.625000 Penalty: 4647.472656
	Iteration 30Q: 3 clusters Score -1506015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1506016.500000 Penalty: 4647.472656
	Iteration 31Q: 3 clusters Score -1506016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1506015.250000 Penalty: 4647.472656
	Iteration 32Q: 3 clusters Score -1506015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1506016.375000 Penalty: 4647.472656
	Iteration 33Q: 3 clusters Score -1506016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1506017.125000 Penalty: 4647.472656
	Iteration 34Q: 3 clusters Score -1506017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1506016.875000 Penalty: 4647.472656
	Iteration 35Q: 3 clusters Score -1506017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1506017.000000 Penalty: 4647.472656
	Iteration 36Q: 3 clusters Score -1506017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1506015.625000 Penalty: 4647.472656
	Iteration 37Q: 3 clusters Score -1506016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1506016.875000 Penalty: 4647.472656
	Iteration 38Q: 3 clusters Score -1506017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1506017.250000 Penalty: 4647.472656
	Iteration 39Q: 3 clusters Score -1506017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1506019.375000 Penalty: 4647.472656
	Iteration 40F: 3 clusters Score -1506019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1506019.875000 Penalty: 4647.472656
	Iteration 41Q: 3 clusters Score -1506020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1506021.000000 Penalty: 4647.472656
	Iteration 42Q: 3 clusters Score -1506021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1506021.375000 Penalty: 4647.472656
	Iteration 43Q: 3 clusters Score -1506021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1506021.750000 Penalty: 4647.472656
	Iteration 44Q: 3 clusters Score -1506022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1506023.125000 Penalty: 4647.472656
	Iteration 45Q: 3 clusters Score -1506023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1506019.750000 Penalty: 4647.472656
	Iteration 46Q: 3 clusters Score -1506020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1506020.000000 Penalty: 4647.472656
	Iteration 47Q: 3 clusters Score -1506020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1506022.875000 Penalty: 4647.472656
	Iteration 48Q: 3 clusters Score -1506023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1506022.750000 Penalty: 4647.472656
	Iteration 49Q: 3 clusters Score -1506023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1506026.500000 Penalty: 4647.472656
	Iteration 50Q: 3 clusters Score -1506026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1506028.875000 Penalty: 4647.472656
	Iteration 51Q: 3 clusters Score -1506029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1506028.625000 Penalty: 4647.472656
	Iteration 52Q: 3 clusters Score -1506029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1506028.125000 Penalty: 4647.472656
	Iteration 53Q: 3 clusters Score -1506028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1506029.125000 Penalty: 4647.472656
	Iteration 54Q: 3 clusters Score -1506029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1506029.000000 Penalty: 4647.472656
	Iteration 55Q: 3 clusters Score -1506029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1506029.000000 Penalty: 4647.472656
	Iteration 56F: 3 clusters Score -1506029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Entering Unmasked Estep 
Score: -21334812.000000 Penalty: 2979.460938
	Iteration 0F: 2 clusters Score -2.133481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -21226638.000000 Penalty: 5958.921875
	Iteration 0F: 3 clusters Score -2.122664e+07 nChanged 78848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -21274616.000000 Penalty: 5958.921875
	Iteration 1F: 3 clusters Score -2.127462e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -21276958.000000 Penalty: 5958.921875
	Iteration 2Q: 3 clusters Score -2.127696e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -21280468.000000 Penalty: 5958.921875
	Iteration 3Q: 3 clusters Score -2.128047e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -21285326.000000 Penalty: 5958.921875
	Iteration 4Q: 3 clusters Score -2.128533e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -21291716.000000 Penalty: 5958.921875
	Iteration 5F: 3 clusters Score -2.129172e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -21298982.000000 Penalty: 5958.921875
	Iteration 6F: 3 clusters Score -2.129898e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -21305828.000000 Penalty: 5958.921875
	Iteration 7F: 3 clusters Score -2.130583e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -21310452.000000 Penalty: 5958.921875
	Iteration 8F: 3 clusters Score -2.131045e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -21312806.000000 Penalty: 5958.921875
	Iteration 9Q: 3 clusters Score -2.131281e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -21313886.000000 Penalty: 5958.921875
	Iteration 10Q: 3 clusters Score -2.131389e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -21314384.000000 Penalty: 5958.921875
	Iteration 11Q: 3 clusters Score -2.131438e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 116240 members 
Entering Unmasked Estep 
Score: -21314872.000000 Penalty: 5958.921875
	Iteration 12Q: 3 clusters Score -2.131487e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -21315398.000000 Penalty: 5958.921875
	Iteration 13Q: 3 clusters Score -2.13154e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -21316020.000000 Penalty: 5958.921875
	Iteration 14Q: 3 clusters Score -2.131602e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -21316670.000000 Penalty: 5958.921875
	Iteration 15Q: 3 clusters Score -2.131667e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -21317466.000000 Penalty: 5958.921875
	Iteration 16Q: 3 clusters Score -2.131747e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -21318604.000000 Penalty: 5958.921875
	Iteration 17Q: 3 clusters Score -2.13186e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -21319518.000000 Penalty: 5958.921875
	Iteration 18Q: 3 clusters Score -2.131952e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -21320454.000000 Penalty: 5958.921875
	Iteration 19Q: 3 clusters Score -2.132045e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -21321410.000000 Penalty: 5958.921875
	Iteration 20F: 3 clusters Score -2.132141e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -21322494.000000 Penalty: 5958.921875
	Iteration 21Q: 3 clusters Score -2.132249e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -21323530.000000 Penalty: 5958.921875
	Iteration 22Q: 3 clusters Score -2.132353e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 141309 members 
Entering Unmasked Estep 
Score: -21324572.000000 Penalty: 5958.921875
	Iteration 23Q: 3 clusters Score -2.132457e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -21325450.000000 Penalty: 5958.921875
	Iteration 24Q: 3 clusters Score -2.132545e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 145533 members 
Entering Unmasked Estep 
Score: -21326296.000000 Penalty: 5958.921875
	Iteration 25Q: 3 clusters Score -2.13263e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 147494 members 
Entering Unmasked Estep 
Score: -21327076.000000 Penalty: 5958.921875
	Iteration 26Q: 3 clusters Score -2.132708e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -21327728.000000 Penalty: 5958.921875
	Iteration 27Q: 3 clusters Score -2.132773e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -21328182.000000 Penalty: 5958.921875
	Iteration 28Q: 3 clusters Score -2.132818e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -21328598.000000 Penalty: 5958.921875
	Iteration 29Q: 3 clusters Score -2.13286e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -21329036.000000 Penalty: 5958.921875
	Iteration 30Q: 3 clusters Score -2.132904e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -21329534.000000 Penalty: 5958.921875
	Iteration 31Q: 3 clusters Score -2.132953e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21329924.000000 Penalty: 5958.921875
	Iteration 32Q: 3 clusters Score -2.132992e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 156724 members 
Entering Unmasked Estep 
Score: -21330186.000000 Penalty: 5958.921875
	Iteration 33Q: 3 clusters Score -2.133019e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -21330480.000000 Penalty: 5958.921875
	Iteration 34Q: 3 clusters Score -2.133048e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -21330708.000000 Penalty: 5958.921875
	Iteration 35Q: 3 clusters Score -2.133071e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -21330916.000000 Penalty: 5958.921875
	Iteration 36Q: 3 clusters Score -2.133092e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -21331104.000000 Penalty: 5958.921875
	Iteration 37Q: 3 clusters Score -2.13311e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -21331296.000000 Penalty: 5958.921875
	Iteration 38Q: 3 clusters Score -2.13313e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 160428 members 
Entering Unmasked Estep 
Score: -21331426.000000 Penalty: 5958.921875
	Iteration 39Q: 3 clusters Score -2.133143e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 160785 members 
Entering Unmasked Estep 
Score: -21331518.000000 Penalty: 5958.921875
	Iteration 40F: 3 clusters Score -2.133152e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -21331630.000000 Penalty: 5958.921875
	Iteration 41Q: 3 clusters Score -2.133163e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -21331708.000000 Penalty: 5958.921875
	Iteration 42Q: 3 clusters Score -2.133171e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -21331796.000000 Penalty: 5958.921875
	Iteration 43Q: 3 clusters Score -2.13318e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -21331860.000000 Penalty: 5958.921875
	Iteration 44Q: 3 clusters Score -2.133186e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -21331918.000000 Penalty: 5958.921875
	Iteration 45Q: 3 clusters Score -2.133192e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -21331944.000000 Penalty: 5958.921875
	Iteration 46Q: 3 clusters Score -2.133194e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -21332042.000000 Penalty: 5958.921875
	Iteration 47Q: 3 clusters Score -2.133204e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -21332100.000000 Penalty: 5958.921875
	Iteration 48Q: 3 clusters Score -2.13321e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -21332092.000000 Penalty: 5958.921875
	Iteration 49Q: 3 clusters Score -2.133209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -21332150.000000 Penalty: 5958.921875
	Iteration 50Q: 3 clusters Score -2.133215e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 162689 members 
Entering Unmasked Estep 
Score: -21332168.000000 Penalty: 5958.921875
	Iteration 51Q: 3 clusters Score -2.133217e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -21332206.000000 Penalty: 5958.921875
	Iteration 52Q: 3 clusters Score -2.133221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -21332208.000000 Penalty: 5958.921875
	Iteration 53Q: 3 clusters Score -2.133221e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 162826 members 
Entering Unmasked Estep 
Score: -21332196.000000 Penalty: 5958.921875
	Iteration 54Q: 3 clusters Score -2.13322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -21332198.000000 Penalty: 5958.921875
	Iteration 55Q: 3 clusters Score -2.13322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -21332176.000000 Penalty: 5958.921875
	Iteration 56Q: 3 clusters Score -2.133218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21332204.000000 Penalty: 5958.921875
	Iteration 57Q: 3 clusters Score -2.13322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -21332228.000000 Penalty: 5958.921875
	Iteration 58Q: 3 clusters Score -2.133223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -21332216.000000 Penalty: 5958.921875
	Iteration 59Q: 3 clusters Score -2.133222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -21332214.000000 Penalty: 5958.921875
	Iteration 60F: 3 clusters Score -2.133221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -21332198.000000 Penalty: 5958.921875
	Iteration 61Q: 3 clusters Score -2.13322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -21332204.000000 Penalty: 5958.921875
	Iteration 62Q: 3 clusters Score -2.13322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -21332202.000000 Penalty: 5958.921875
	Iteration 63Q: 3 clusters Score -2.13322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -21332202.000000 Penalty: 5958.921875
	Iteration 64Q: 3 clusters Score -2.13322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 163054 members 
Entering Unmasked Estep 
Score: -21332194.000000 Penalty: 5958.921875
	Iteration 65Q: 3 clusters Score -2.133219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -21332212.000000 Penalty: 5958.921875
	Iteration 66Q: 3 clusters Score -2.133221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -21332204.000000 Penalty: 5958.921875
	Iteration 67Q: 3 clusters Score -2.13322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -21332208.000000 Penalty: 5958.921875
	Iteration 68Q: 3 clusters Score -2.133221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -21332218.000000 Penalty: 5958.921875
	Iteration 69Q: 3 clusters Score -2.133222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -21332212.000000 Penalty: 5958.921875
	Iteration 70Q: 3 clusters Score -2.133221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -21332210.000000 Penalty: 5958.921875
	Iteration 71Q: 3 clusters Score -2.133221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -21332220.000000 Penalty: 5958.921875
	Iteration 72Q: 3 clusters Score -2.133222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -21332222.000000 Penalty: 5958.921875
	Iteration 73Q: 3 clusters Score -2.133222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -21332248.000000 Penalty: 5958.921875
	Iteration 74Q: 3 clusters Score -2.133225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -21332256.000000 Penalty: 5958.921875
	Iteration 75Q: 3 clusters Score -2.133226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -21332266.000000 Penalty: 5958.921875
	Iteration 76Q: 3 clusters Score -2.133227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -21332268.000000 Penalty: 5958.921875
	Iteration 77Q: 3 clusters Score -2.133227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -21332260.000000 Penalty: 5958.921875
	Iteration 78Q: 3 clusters Score -2.133226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -21332280.000000 Penalty: 5958.921875
	Iteration 79Q: 3 clusters Score -2.133228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -21332272.000000 Penalty: 5958.921875
	Iteration 80F: 3 clusters Score -2.133227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
Score: -21332294.000000 Penalty: 5958.921875
	Iteration 81Q: 3 clusters Score -2.133229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -21332296.000000 Penalty: 5958.921875
	Iteration 82Q: 3 clusters Score -2.13323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -21332322.000000 Penalty: 5958.921875
	Iteration 83Q: 3 clusters Score -2.133232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -21332332.000000 Penalty: 5958.921875
	Iteration 84Q: 3 clusters Score -2.133233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -21332312.000000 Penalty: 5958.921875
	Iteration 85Q: 3 clusters Score -2.133231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -21332300.000000 Penalty: 5958.921875
	Iteration 86Q: 3 clusters Score -2.13323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -21332316.000000 Penalty: 5958.921875
	Iteration 87Q: 3 clusters Score -2.133232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -21332316.000000 Penalty: 5958.921875
	Iteration 88Q: 3 clusters Score -2.133232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -21332330.000000 Penalty: 5958.921875
	Iteration 89Q: 3 clusters Score -2.133233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 163337 members 
Entering Unmasked Estep 
Score: -21332318.000000 Penalty: 5958.921875
	Iteration 90Q: 3 clusters Score -2.133232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -21332324.000000 Penalty: 5958.921875
	Iteration 91Q: 3 clusters Score -2.133232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21332320.000000 Penalty: 5958.921875
	Iteration 92Q: 3 clusters Score -2.133232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -21332342.000000 Penalty: 5958.921875
	Iteration 93Q: 3 clusters Score -2.133234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -21332334.000000 Penalty: 5958.921875
	Iteration 94Q: 3 clusters Score -2.133233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -21332328.000000 Penalty: 5958.921875
	Iteration 95Q: 3 clusters Score -2.133233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -21332320.000000 Penalty: 5958.921875
	Iteration 96Q: 3 clusters Score -2.133232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -21332322.000000 Penalty: 5958.921875
	Iteration 97Q: 3 clusters Score -2.133232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -21332328.000000 Penalty: 5958.921875
	Iteration 98Q: 3 clusters Score -2.133233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -21332330.000000 Penalty: 5958.921875
	Iteration 99Q: 3 clusters Score -2.133233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -21332342.000000 Penalty: 5958.921875
	Iteration 100F: 3 clusters Score -2.133234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (171863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171863 members 
Entering Unmasked Estep 
Score: -22248410.000000 Penalty: 2989.504395
	Iteration 0F: 2 clusters Score -2.224841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -22136746.000000 Penalty: 5979.008789
	Iteration 0F: 3 clusters Score -2.213675e+07 nChanged 82683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -22185714.000000 Penalty: 5979.008789
	Iteration 1F: 3 clusters Score -2.218571e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -22187242.000000 Penalty: 5979.008789
	Iteration 2Q: 3 clusters Score -2.218724e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -22188816.000000 Penalty: 5979.008789
	Iteration 3Q: 3 clusters Score -2.218882e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -22190944.000000 Penalty: 5979.008789
	Iteration 4Q: 3 clusters Score -2.219094e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83795 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -22193876.000000 Penalty: 5979.008789
	Iteration 5Q: 3 clusters Score -2.219388e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -22197072.000000 Penalty: 5979.008789
	Iteration 6Q: 3 clusters Score -2.219707e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -22201084.000000 Penalty: 5979.008789
	Iteration 7Q: 3 clusters Score -2.220108e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -22205952.000000 Penalty: 5979.008789
	Iteration 8F: 3 clusters Score -2.220595e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -22212006.000000 Penalty: 5979.008789
	Iteration 9F: 3 clusters Score -2.221201e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -22217590.000000 Penalty: 5979.008789
	Iteration 10F: 3 clusters Score -2.221759e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -22221320.000000 Penalty: 5979.008789
	Iteration 11Q: 3 clusters Score -2.222132e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -22222886.000000 Penalty: 5979.008789
	Iteration 12Q: 3 clusters Score -2.222289e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -22223762.000000 Penalty: 5979.008789
	Iteration 13Q: 3 clusters Score -2.222376e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -22224308.000000 Penalty: 5979.008789
	Iteration 14Q: 3 clusters Score -2.222431e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -22224760.000000 Penalty: 5979.008789
	Iteration 15Q: 3 clusters Score -2.222476e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 104359 members 
Entering Unmasked Estep 
Score: -22225212.000000 Penalty: 5979.008789
	Iteration 16Q: 3 clusters Score -2.222521e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -22225886.000000 Penalty: 5979.008789
	Iteration 17Q: 3 clusters Score -2.222589e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -22226502.000000 Penalty: 5979.008789
	Iteration 18Q: 3 clusters Score -2.22265e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -22227290.000000 Penalty: 5979.008789
	Iteration 19Q: 3 clusters Score -2.222729e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 110280 members 
Entering Unmasked Estep 
Score: -22228288.000000 Penalty: 5979.008789
	Iteration 20F: 3 clusters Score -2.222829e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -22229428.000000 Penalty: 5979.008789
	Iteration 21Q: 3 clusters Score -2.222943e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 113462 members 
Entering Unmasked Estep 
Score: -22230440.000000 Penalty: 5979.008789
	Iteration 22Q: 3 clusters Score -2.223044e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 115113 members 
Entering Unmasked Estep 
Score: -22231388.000000 Penalty: 5979.008789
	Iteration 23Q: 3 clusters Score -2.223139e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -22232408.000000 Penalty: 5979.008789
	Iteration 24Q: 3 clusters Score -2.223241e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -22233446.000000 Penalty: 5979.008789
	Iteration 25Q: 3 clusters Score -2.223345e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -22234338.000000 Penalty: 5979.008789
	Iteration 26Q: 3 clusters Score -2.223434e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -22235118.000000 Penalty: 5979.008789
	Iteration 27Q: 3 clusters Score -2.223512e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -22236006.000000 Penalty: 5979.008789
	Iteration 28Q: 3 clusters Score -2.223601e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -22236836.000000 Penalty: 5979.008789
	Iteration 29Q: 3 clusters Score -2.223684e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -22237610.000000 Penalty: 5979.008789
	Iteration 30Q: 3 clusters Score -2.223761e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 127653 members 
Entering Unmasked Estep 
Score: -22238276.000000 Penalty: 5979.008789
	Iteration 31Q: 3 clusters Score -2.223828e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -22238922.000000 Penalty: 5979.008789
	Iteration 32Q: 3 clusters Score -2.223892e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -22239514.000000 Penalty: 5979.008789
	Iteration 33Q: 3 clusters Score -2.223951e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -22240008.000000 Penalty: 5979.008789
	Iteration 34Q: 3 clusters Score -2.224001e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 133652 members 
Entering Unmasked Estep 
Score: -22240364.000000 Penalty: 5979.008789
	Iteration 35Q: 3 clusters Score -2.224036e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -22240744.000000 Penalty: 5979.008789
	Iteration 36Q: 3 clusters Score -2.224074e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -22241122.000000 Penalty: 5979.008789
	Iteration 37Q: 3 clusters Score -2.224112e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -22241354.000000 Penalty: 5979.008789
	Iteration 38Q: 3 clusters Score -2.224135e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -22241722.000000 Penalty: 5979.008789
	Iteration 39Q: 3 clusters Score -2.224172e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -22242016.000000 Penalty: 5979.008789
	Iteration 40F: 3 clusters Score -2.224202e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 141590 members 
Entering Unmasked Estep 
Score: -22242302.000000 Penalty: 5979.008789
	Iteration 41Q: 3 clusters Score -2.22423e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -22242668.000000 Penalty: 5979.008789
	Iteration 42Q: 3 clusters Score -2.224267e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -22242946.000000 Penalty: 5979.008789
	Iteration 43Q: 3 clusters Score -2.224295e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -22243176.000000 Penalty: 5979.008789
	Iteration 44Q: 3 clusters Score -2.224318e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -22243494.000000 Penalty: 5979.008789
	Iteration 45Q: 3 clusters Score -2.224349e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 147774 members 
Entering Unmasked Estep 
Score: -22243766.000000 Penalty: 5979.008789
	Iteration 46Q: 3 clusters Score -2.224377e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -22244010.000000 Penalty: 5979.008789
	Iteration 47Q: 3 clusters Score -2.224401e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 150341 members 
Entering Unmasked Estep 
Score: -22244318.000000 Penalty: 5979.008789
	Iteration 48Q: 3 clusters Score -2.224432e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -22244626.000000 Penalty: 5979.008789
	Iteration 49Q: 3 clusters Score -2.224463e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -22244778.000000 Penalty: 5979.008789
	Iteration 50Q: 3 clusters Score -2.224478e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 154071 members 
Entering Unmasked Estep 
Score: -22245010.000000 Penalty: 5979.008789
	Iteration 51Q: 3 clusters Score -2.224501e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -22245170.000000 Penalty: 5979.008789
	Iteration 52Q: 3 clusters Score -2.224517e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -22245416.000000 Penalty: 5979.008789
	Iteration 53Q: 3 clusters Score -2.224542e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -22245588.000000 Penalty: 5979.008789
	Iteration 54Q: 3 clusters Score -2.224559e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -22245670.000000 Penalty: 5979.008789
	Iteration 55Q: 3 clusters Score -2.224567e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 159680 members 
Entering Unmasked Estep 
Score: -22245862.000000 Penalty: 5979.008789
	Iteration 56Q: 3 clusters Score -2.224586e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -22245940.000000 Penalty: 5979.008789
	Iteration 57Q: 3 clusters Score -2.224594e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -22246066.000000 Penalty: 5979.008789
	Iteration 58Q: 3 clusters Score -2.224607e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 162525 members 
Entering Unmasked Estep 
Score: -22246176.000000 Penalty: 5979.008789
	Iteration 59Q: 3 clusters Score -2.224618e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 163319 members 
Entering Unmasked Estep 
Score: -22246216.000000 Penalty: 5979.008789
	Iteration 60F: 3 clusters Score -2.224622e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -22246336.000000 Penalty: 5979.008789
	Iteration 61Q: 3 clusters Score -2.224634e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -22246426.000000 Penalty: 5979.008789
	Iteration 62Q: 3 clusters Score -2.224643e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -22246380.000000 Penalty: 5979.008789
	Iteration 63Q: 3 clusters Score -2.224638e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -22246444.000000 Penalty: 5979.008789
	Iteration 64Q: 3 clusters Score -2.224644e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -22246472.000000 Penalty: 5979.008789
	Iteration 65Q: 3 clusters Score -2.224647e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -22246476.000000 Penalty: 5979.008789
	Iteration 66Q: 3 clusters Score -2.224648e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 167602 members 
Entering Unmasked Estep 
Score: -22246454.000000 Penalty: 5979.008789
	Iteration 67Q: 3 clusters Score -2.224645e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -22246492.000000 Penalty: 5979.008789
	Iteration 68Q: 3 clusters Score -2.224649e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -22246526.000000 Penalty: 5979.008789
	Iteration 69Q: 3 clusters Score -2.224653e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 168809 members 
Entering Unmasked Estep 
Score: -22246484.000000 Penalty: 5979.008789
	Iteration 70Q: 3 clusters Score -2.224648e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -22246488.000000 Penalty: 5979.008789
	Iteration 71Q: 3 clusters Score -2.224649e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 169359 members 
Entering Unmasked Estep 
Score: -22246478.000000 Penalty: 5979.008789
	Iteration 72Q: 3 clusters Score -2.224648e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -22246500.000000 Penalty: 5979.008789
	Iteration 73Q: 3 clusters Score -2.22465e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 169792 members 
Entering Unmasked Estep 
Score: -22246468.000000 Penalty: 5979.008789
	Iteration 74Q: 3 clusters Score -2.224647e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -22246444.000000 Penalty: 5979.008789
	Iteration 75Q: 3 clusters Score -2.224644e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -22246420.000000 Penalty: 5979.008789
	Iteration 76Q: 3 clusters Score -2.224642e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22246408.000000 Penalty: 5979.008789
	Iteration 77Q: 3 clusters Score -2.224641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -22246424.000000 Penalty: 5979.008789
	Iteration 78Q: 3 clusters Score -2.224642e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -22246398.000000 Penalty: 5979.008789
	Iteration 79Q: 3 clusters Score -2.22464e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -22246436.000000 Penalty: 5979.008789
	Iteration 80F: 3 clusters Score -2.224644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -22246444.000000 Penalty: 5979.008789
	Iteration 81Q: 3 clusters Score -2.224644e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -22246450.000000 Penalty: 5979.008789
	Iteration 82Q: 3 clusters Score -2.224645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 170598 members 
Entering Unmasked Estep 
Score: -22246420.000000 Penalty: 5979.008789
	Iteration 83Q: 3 clusters Score -2.224642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 170628 members 
Entering Unmasked Estep 
Score: -22246410.000000 Penalty: 5979.008789
	Iteration 84Q: 3 clusters Score -2.224641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -22246392.000000 Penalty: 5979.008789
	Iteration 85Q: 3 clusters Score -2.224639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 170675 members 
Entering Unmasked Estep 
Score: -22246384.000000 Penalty: 5979.008789
	Iteration 86Q: 3 clusters Score -2.224638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -22246364.000000 Penalty: 5979.008789
	Iteration 87Q: 3 clusters Score -2.224636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -22246382.000000 Penalty: 5979.008789
	Iteration 88Q: 3 clusters Score -2.224638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -22246384.000000 Penalty: 5979.008789
	Iteration 89Q: 3 clusters Score -2.224638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -22246392.000000 Penalty: 5979.008789
	Iteration 90Q: 3 clusters Score -2.224639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 170790 members 
Entering Unmasked Estep 
Score: -22246364.000000 Penalty: 5979.008789
	Iteration 91Q: 3 clusters Score -2.224636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -22246364.000000 Penalty: 5979.008789
	Iteration 92Q: 3 clusters Score -2.224636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 170811 members 
Entering Unmasked Estep 
Score: -22246402.000000 Penalty: 5979.008789
	Iteration 93Q: 3 clusters Score -2.22464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -22246392.000000 Penalty: 5979.008789
	Iteration 94Q: 3 clusters Score -2.224639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -22246388.000000 Penalty: 5979.008789
	Iteration 95Q: 3 clusters Score -2.224639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -22246374.000000 Penalty: 5979.008789
	Iteration 96Q: 3 clusters Score -2.224637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -22246382.000000 Penalty: 5979.008789
	Iteration 97Q: 3 clusters Score -2.224638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -22246386.000000 Penalty: 5979.008789
	Iteration 98Q: 3 clusters Score -2.224639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -22246388.000000 Penalty: 5979.008789
	Iteration 99Q: 3 clusters Score -2.224639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -22246382.000000 Penalty: 5979.008789
	Iteration 100F: 3 clusters Score -2.224638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -22246374.000000 Penalty: 5979.008789
	Iteration 101Q: 3 clusters Score -2.224637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -22246374.000000 Penalty: 5979.008789
	Iteration 102Q: 3 clusters Score -2.224637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -22246364.000000 Penalty: 5979.008789
	Iteration 103Q: 3 clusters Score -2.224636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -22246370.000000 Penalty: 5979.008789
	Iteration 104Q: 3 clusters Score -2.224637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -22246370.000000 Penalty: 5979.008789
	Iteration 105F: 3 clusters Score -2.224637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158918 members 
Entering Unmasked Estep 
Score: -20401270.000000 Penalty: 2970.083740
	Iteration 0F: 2 clusters Score -2.040127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -20295408.000000 Penalty: 5940.167480
	Iteration 0F: 3 clusters Score -2.029541e+07 nChanged 75946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -20339606.000000 Penalty: 5940.167480
	Iteration 1F: 3 clusters Score -2.033961e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -20340758.000000 Penalty: 5940.167480
	Iteration 2Q: 3 clusters Score -2.034076e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -20342116.000000 Penalty: 5940.167480
	Iteration 3Q: 3 clusters Score -2.034212e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -20343738.000000 Penalty: 5940.167480
	Iteration 4Q: 3 clusters Score -2.034374e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -20346038.000000 Penalty: 5940.167480
	Iteration 5Q: 3 clusters Score -2.034604e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -20349698.000000 Penalty: 5940.167480
	Iteration 6Q: 3 clusters Score -2.03497e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -20355442.000000 Penalty: 5940.167480
	Iteration 7F: 3 clusters Score -2.035544e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 118359 members 
Entering Unmasked Estep 
Score: -20364140.000000 Penalty: 5940.167480
	Iteration 8F: 3 clusters Score -2.036414e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 130517 members 
Entering Unmasked Estep 
Score: -20375138.000000 Penalty: 5940.167480
	Iteration 9F: 3 clusters Score -2.037514e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 141270 members 
Entering Unmasked Estep 
Score: -20385192.000000 Penalty: 5940.167480
	Iteration 10F: 3 clusters Score -2.038519e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
Score: -20392024.000000 Penalty: 5940.167480
	Iteration 11Q: 3 clusters Score -2.039202e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 153072 members 
Entering Unmasked Estep 
Score: -20395526.000000 Penalty: 5940.167480
	Iteration 12Q: 3 clusters Score -2.039553e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -20397106.000000 Penalty: 5940.167480
	Iteration 13Q: 3 clusters Score -2.039711e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -20397810.000000 Penalty: 5940.167480
	Iteration 14Q: 3 clusters Score -2.039781e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -20398186.000000 Penalty: 5940.167480
	Iteration 15Q: 3 clusters Score -2.039819e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -20398418.000000 Penalty: 5940.167480
	Iteration 16Q: 3 clusters Score -2.039842e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -20398572.000000 Penalty: 5940.167480
	Iteration 17Q: 3 clusters Score -2.039857e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -20398668.000000 Penalty: 5940.167480
	Iteration 18Q: 3 clusters Score -2.039867e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -20398746.000000 Penalty: 5940.167480
	Iteration 19Q: 3 clusters Score -2.039875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -20398812.000000 Penalty: 5940.167480
	Iteration 20F: 3 clusters Score -2.039881e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -20398832.000000 Penalty: 5940.167480
	Iteration 21Q: 3 clusters Score -2.039883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 158028 members 
Entering Unmasked Estep 
Score: -20398868.000000 Penalty: 5940.167480
	Iteration 22Q: 3 clusters Score -2.039887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -20398878.000000 Penalty: 5940.167480
	Iteration 23Q: 3 clusters Score -2.039888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 158065 members 
Entering Unmasked Estep 
Score: -20398910.000000 Penalty: 5940.167480
	Iteration 24Q: 3 clusters Score -2.039891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -20398906.000000 Penalty: 5940.167480
	Iteration 25Q: 3 clusters Score -2.039891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -20398942.000000 Penalty: 5940.167480
	Iteration 26Q: 3 clusters Score -2.039894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -20398930.000000 Penalty: 5940.167480
	Iteration 27Q: 3 clusters Score -2.039893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -20398956.000000 Penalty: 5940.167480
	Iteration 28Q: 3 clusters Score -2.039896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 158141 members 
Entering Unmasked Estep 
Score: -20398966.000000 Penalty: 5940.167480
	Iteration 29Q: 3 clusters Score -2.039897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -20398984.000000 Penalty: 5940.167480
	Iteration 30Q: 3 clusters Score -2.039898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 158147 members 
Entering Unmasked Estep 
Score: -20398984.000000 Penalty: 5940.167480
	Iteration 31Q: 3 clusters Score -2.039898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -20398988.000000 Penalty: 5940.167480
	Iteration 32Q: 3 clusters Score -2.039899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20398982.000000 Penalty: 5940.167480
	Iteration 33Q: 3 clusters Score -2.039898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -20398996.000000 Penalty: 5940.167480
	Iteration 34Q: 3 clusters Score -2.0399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -20398994.000000 Penalty: 5940.167480
	Iteration 35Q: 3 clusters Score -2.039899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -20398998.000000 Penalty: 5940.167480
	Iteration 36Q: 3 clusters Score -2.0399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -20399008.000000 Penalty: 5940.167480
	Iteration 37Q: 3 clusters Score -2.039901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -20399004.000000 Penalty: 5940.167480
	Iteration 38Q: 3 clusters Score -2.0399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20399006.000000 Penalty: 5940.167480
	Iteration 39Q: 3 clusters Score -2.039901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20399008.000000 Penalty: 5940.167480
	Iteration 40F: 3 clusters Score -2.039901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -20399010.000000 Penalty: 5940.167480
	Iteration 41Q: 3 clusters Score -2.039901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20399008.000000 Penalty: 5940.167480
	Iteration 42Q: 3 clusters Score -2.039901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -20399008.000000 Penalty: 5940.167480
	Iteration 43Q: 3 clusters Score -2.039901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20399004.000000 Penalty: 5940.167480
	Iteration 44Q: 3 clusters Score -2.0399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20399004.000000 Penalty: 5940.167480
	Iteration 45F: 3 clusters Score -2.0399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (193589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193589 members 
Entering Unmasked Estep 
Score: -24788052.000000 Penalty: 3019.026123
	Iteration 0F: 2 clusters Score -2.478805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -24660444.000000 Penalty: 6038.052246
	Iteration 0F: 3 clusters Score -2.466044e+07 nChanged 92775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -24714590.000000 Penalty: 6038.052246
	Iteration 1F: 3 clusters Score -2.471459e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -24715672.000000 Penalty: 6038.052246
	Iteration 2Q: 3 clusters Score -2.471567e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -24717030.000000 Penalty: 6038.052246
	Iteration 3Q: 3 clusters Score -2.471703e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -24719024.000000 Penalty: 6038.052246
	Iteration 4Q: 3 clusters Score -2.471902e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -24722258.000000 Penalty: 6038.052246
	Iteration 5Q: 3 clusters Score -2.472226e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -24727744.000000 Penalty: 6038.052246
	Iteration 6F: 3 clusters Score -2.472774e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -24736068.000000 Penalty: 6038.052246
	Iteration 7F: 3 clusters Score -2.473607e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -24746140.000000 Penalty: 6038.052246
	Iteration 8F: 3 clusters Score -2.474614e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -24756392.000000 Penalty: 6038.052246
	Iteration 9F: 3 clusters Score -2.475639e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -24764034.000000 Penalty: 6038.052246
	Iteration 10Q: 3 clusters Score -2.476403e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -24769608.000000 Penalty: 6038.052246
	Iteration 11Q: 3 clusters Score -2.476961e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -24773502.000000 Penalty: 6038.052246
	Iteration 12Q: 3 clusters Score -2.47735e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176100 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -24776216.000000 Penalty: 6038.052246
	Iteration 13Q: 3 clusters Score -2.477622e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -24778156.000000 Penalty: 6038.052246
	Iteration 14Q: 3 clusters Score -2.477816e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -24779848.000000 Penalty: 6038.052246
	Iteration 15Q: 3 clusters Score -2.477985e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182884 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -24781006.000000 Penalty: 6038.052246
	Iteration 16Q: 3 clusters Score -2.478101e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184282 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -24781912.000000 Penalty: 6038.052246
	Iteration 17Q: 3 clusters Score -2.478191e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185370 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -24782600.000000 Penalty: 6038.052246
	Iteration 18Q: 3 clusters Score -2.47826e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -24783112.000000 Penalty: 6038.052246
	Iteration 19Q: 3 clusters Score -2.478311e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187100 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -24783400.000000 Penalty: 6038.052246
	Iteration 20F: 3 clusters Score -2.47834e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -24783754.000000 Penalty: 6038.052246
	Iteration 21Q: 3 clusters Score -2.478375e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188512 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -24783970.000000 Penalty: 6038.052246
	Iteration 22Q: 3 clusters Score -2.478397e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189078 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -24784156.000000 Penalty: 6038.052246
	Iteration 23Q: 3 clusters Score -2.478416e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189576 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -24784328.000000 Penalty: 6038.052246
	Iteration 24Q: 3 clusters Score -2.478433e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190037 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -24784500.000000 Penalty: 6038.052246
	Iteration 25Q: 3 clusters Score -2.47845e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -24784600.000000 Penalty: 6038.052246
	Iteration 26Q: 3 clusters Score -2.47846e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -24784730.000000 Penalty: 6038.052246
	Iteration 27Q: 3 clusters Score -2.478473e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191138 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -24784810.000000 Penalty: 6038.052246
	Iteration 28Q: 3 clusters Score -2.478481e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -24784900.000000 Penalty: 6038.052246
	Iteration 29Q: 3 clusters Score -2.47849e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191726 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -24785048.000000 Penalty: 6038.052246
	Iteration 30Q: 3 clusters Score -2.478505e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191937 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -24785134.000000 Penalty: 6038.052246
	Iteration 31Q: 3 clusters Score -2.478513e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192101 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24785216.000000 Penalty: 6038.052246
	Iteration 32Q: 3 clusters Score -2.478522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -24785324.000000 Penalty: 6038.052246
	Iteration 33Q: 3 clusters Score -2.478532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192328 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24785320.000000 Penalty: 6038.052246
	Iteration 34Q: 3 clusters Score -2.478532e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192418 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24785406.000000 Penalty: 6038.052246
	Iteration 35Q: 3 clusters Score -2.478541e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24785410.000000 Penalty: 6038.052246
	Iteration 36Q: 3 clusters Score -2.478541e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -24785434.000000 Penalty: 6038.052246
	Iteration 37Q: 3 clusters Score -2.478543e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192607 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -24785482.000000 Penalty: 6038.052246
	Iteration 38Q: 3 clusters Score -2.478548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24785482.000000 Penalty: 6038.052246
	Iteration 39Q: 3 clusters Score -2.478548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192676 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -24785474.000000 Penalty: 6038.052246
	Iteration 40F: 3 clusters Score -2.478547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192705 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -24785490.000000 Penalty: 6038.052246
	Iteration 41Q: 3 clusters Score -2.478549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192728 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24785522.000000 Penalty: 6038.052246
	Iteration 42Q: 3 clusters Score -2.478552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -24785532.000000 Penalty: 6038.052246
	Iteration 43Q: 3 clusters Score -2.478553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192747 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -24785534.000000 Penalty: 6038.052246
	Iteration 44Q: 3 clusters Score -2.478553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192751 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -24785530.000000 Penalty: 6038.052246
	Iteration 45Q: 3 clusters Score -2.478553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -24785534.000000 Penalty: 6038.052246
	Iteration 46Q: 3 clusters Score -2.478553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192769 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -24785554.000000 Penalty: 6038.052246
	Iteration 47Q: 3 clusters Score -2.478555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -24785560.000000 Penalty: 6038.052246
	Iteration 48Q: 3 clusters Score -2.478556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24785556.000000 Penalty: 6038.052246
	Iteration 49Q: 3 clusters Score -2.478556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192782 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -24785562.000000 Penalty: 6038.052246
	Iteration 50Q: 3 clusters Score -2.478556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192788 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24785572.000000 Penalty: 6038.052246
	Iteration 51Q: 3 clusters Score -2.478557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192796 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -24785566.000000 Penalty: 6038.052246
	Iteration 52Q: 3 clusters Score -2.478557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -24785588.000000 Penalty: 6038.052246
	Iteration 53Q: 3 clusters Score -2.478559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24785596.000000 Penalty: 6038.052246
	Iteration 54Q: 3 clusters Score -2.47856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -24785570.000000 Penalty: 6038.052246
	Iteration 55Q: 3 clusters Score -2.478557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24785592.000000 Penalty: 6038.052246
	Iteration 56Q: 3 clusters Score -2.478559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -24785582.000000 Penalty: 6038.052246
	Iteration 57Q: 3 clusters Score -2.478558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -24785584.000000 Penalty: 6038.052246
	Iteration 58Q: 3 clusters Score -2.478558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -24785570.000000 Penalty: 6038.052246
	Iteration 59Q: 3 clusters Score -2.478557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -24785582.000000 Penalty: 6038.052246
	Iteration 60F: 3 clusters Score -2.478558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -24785574.000000 Penalty: 6038.052246
	Iteration 61Q: 3 clusters Score -2.478557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -24785590.000000 Penalty: 6038.052246
	Iteration 62Q: 3 clusters Score -2.478559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24785600.000000 Penalty: 6038.052246
	Iteration 63Q: 3 clusters Score -2.47856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24785602.000000 Penalty: 6038.052246
	Iteration 64Q: 3 clusters Score -2.47856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -24785604.000000 Penalty: 6038.052246
	Iteration 65Q: 3 clusters Score -2.47856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192872 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -24785598.000000 Penalty: 6038.052246
	Iteration 66Q: 3 clusters Score -2.47856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192873 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -24785608.000000 Penalty: 6038.052246
	Iteration 67Q: 3 clusters Score -2.478561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192875 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -24785610.000000 Penalty: 6038.052246
	Iteration 68Q: 3 clusters Score -2.478561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192876 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24785612.000000 Penalty: 6038.052246
	Iteration 69Q: 3 clusters Score -2.478561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192876 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24785606.000000 Penalty: 6038.052246
	Iteration 70Q: 3 clusters Score -2.478561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192877 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24785612.000000 Penalty: 6038.052246
	Iteration 71Q: 3 clusters Score -2.478561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192877 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24785612.000000 Penalty: 6038.052246
	Iteration 72F: 3 clusters Score -2.478561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Entering Unmasked Estep 
Score: -21691516.000000 Penalty: 2983.165527
	Iteration 0F: 2 clusters Score -2.169152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -21580162.000000 Penalty: 5966.331055
	Iteration 0F: 3 clusters Score -2.158016e+07 nChanged 80375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
Score: -21627116.000000 Penalty: 5966.331055
	Iteration 1F: 3 clusters Score -2.162712e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -21628062.000000 Penalty: 5966.331055
	Iteration 2Q: 3 clusters Score -2.162806e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -21629302.000000 Penalty: 5966.331055
	Iteration 3Q: 3 clusters Score -2.16293e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -21631594.000000 Penalty: 5966.331055
	Iteration 4Q: 3 clusters Score -2.163159e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -21635264.000000 Penalty: 5966.331055
	Iteration 5Q: 3 clusters Score -2.163526e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -21641620.000000 Penalty: 5966.331055
	Iteration 6F: 3 clusters Score -2.164162e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -21652332.000000 Penalty: 5966.331055
	Iteration 7F: 3 clusters Score -2.165233e+07 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -21666172.000000 Penalty: 5966.331055
	Iteration 8F: 3 clusters Score -2.166617e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -21678554.000000 Penalty: 5966.331055
	Iteration 9F: 3 clusters Score -2.167855e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -21685524.000000 Penalty: 5966.331055
	Iteration 10Q: 3 clusters Score -2.168552e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21688018.000000 Penalty: 5966.331055
	Iteration 11Q: 3 clusters Score -2.168802e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21688836.000000 Penalty: 5966.331055
	Iteration 12Q: 3 clusters Score -2.168884e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21689186.000000 Penalty: 5966.331055
	Iteration 13Q: 3 clusters Score -2.168919e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21689352.000000 Penalty: 5966.331055
	Iteration 14Q: 3 clusters Score -2.168935e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21689458.000000 Penalty: 5966.331055
	Iteration 15Q: 3 clusters Score -2.168946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21689522.000000 Penalty: 5966.331055
	Iteration 16Q: 3 clusters Score -2.168952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21689536.000000 Penalty: 5966.331055
	Iteration 17Q: 3 clusters Score -2.168954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21689532.000000 Penalty: 5966.331055
	Iteration 18Q: 3 clusters Score -2.168953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21689558.000000 Penalty: 5966.331055
	Iteration 19Q: 3 clusters Score -2.168956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21689562.000000 Penalty: 5966.331055
	Iteration 20F: 3 clusters Score -2.168956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21689584.000000 Penalty: 5966.331055
	Iteration 21Q: 3 clusters Score -2.168958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21689560.000000 Penalty: 5966.331055
	Iteration 22Q: 3 clusters Score -2.168956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21689572.000000 Penalty: 5966.331055
	Iteration 23Q: 3 clusters Score -2.168957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21689576.000000 Penalty: 5966.331055
	Iteration 24Q: 3 clusters Score -2.168958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21689578.000000 Penalty: 5966.331055
	Iteration 25Q: 3 clusters Score -2.168958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21689572.000000 Penalty: 5966.331055
	Iteration 26Q: 3 clusters Score -2.168957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166623 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21689582.000000 Penalty: 5966.331055
	Iteration 27Q: 3 clusters Score -2.168958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21689580.000000 Penalty: 5966.331055
	Iteration 28Q: 3 clusters Score -2.168958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21689574.000000 Penalty: 5966.331055
	Iteration 29Q: 3 clusters Score -2.168957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21689590.000000 Penalty: 5966.331055
	Iteration 30Q: 3 clusters Score -2.168959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21689586.000000 Penalty: 5966.331055
	Iteration 31Q: 3 clusters Score -2.168959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21689582.000000 Penalty: 5966.331055
	Iteration 32Q: 3 clusters Score -2.168958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21689592.000000 Penalty: 5966.331055
	Iteration 33Q: 3 clusters Score -2.168959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21689592.000000 Penalty: 5966.331055
	Iteration 34F: 3 clusters Score -2.168959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (171853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171853 members 
Entering Unmasked Estep 
Score: -22140044.000000 Penalty: 2989.489990
	Iteration 0F: 2 clusters Score -2.214004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -22026856.000000 Penalty: 5978.979980
	Iteration 0F: 3 clusters Score -2.202686e+07 nChanged 82380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -22075044.000000 Penalty: 5978.979980
	Iteration 1F: 3 clusters Score -2.207504e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -22076690.000000 Penalty: 5978.979980
	Iteration 2Q: 3 clusters Score -2.207669e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -22080142.000000 Penalty: 5978.979980
	Iteration 3Q: 3 clusters Score -2.208014e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -22086296.000000 Penalty: 5978.979980
	Iteration 4F: 3 clusters Score -2.20863e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -22096120.000000 Penalty: 5978.979980
	Iteration 5F: 3 clusters Score -2.209612e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129833 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -22108564.000000 Penalty: 5978.979980
	Iteration 6F: 3 clusters Score -2.210856e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -22120492.000000 Penalty: 5978.979980
	Iteration 7F: 3 clusters Score -2.212049e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -22129556.000000 Penalty: 5978.979980
	Iteration 8F: 3 clusters Score -2.212956e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -22134212.000000 Penalty: 5978.979980
	Iteration 9Q: 3 clusters Score -2.213421e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -22136368.000000 Penalty: 5978.979980
	Iteration 10Q: 3 clusters Score -2.213637e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -22137348.000000 Penalty: 5978.979980
	Iteration 11Q: 3 clusters Score -2.213735e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153155 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -22137834.000000 Penalty: 5978.979980
	Iteration 12Q: 3 clusters Score -2.213783e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -22138198.000000 Penalty: 5978.979980
	Iteration 13Q: 3 clusters Score -2.21382e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -22138414.000000 Penalty: 5978.979980
	Iteration 14Q: 3 clusters Score -2.213841e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -22138688.000000 Penalty: 5978.979980
	Iteration 15Q: 3 clusters Score -2.213869e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -22138868.000000 Penalty: 5978.979980
	Iteration 16Q: 3 clusters Score -2.213887e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -22138984.000000 Penalty: 5978.979980
	Iteration 17Q: 3 clusters Score -2.213898e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -22139126.000000 Penalty: 5978.979980
	Iteration 18Q: 3 clusters Score -2.213913e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -22139182.000000 Penalty: 5978.979980
	Iteration 19Q: 3 clusters Score -2.213918e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -22139204.000000 Penalty: 5978.979980
	Iteration 20F: 3 clusters Score -2.21392e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160531 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -22139334.000000 Penalty: 5978.979980
	Iteration 21Q: 3 clusters Score -2.213933e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -22139362.000000 Penalty: 5978.979980
	Iteration 22Q: 3 clusters Score -2.213936e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -22139364.000000 Penalty: 5978.979980
	Iteration 23Q: 3 clusters Score -2.213936e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -22139434.000000 Penalty: 5978.979980
	Iteration 24Q: 3 clusters Score -2.213943e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -22139490.000000 Penalty: 5978.979980
	Iteration 25Q: 3 clusters Score -2.213949e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -22139500.000000 Penalty: 5978.979980
	Iteration 26Q: 3 clusters Score -2.21395e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -22139398.000000 Penalty: 5978.979980
	Iteration 27Q: 3 clusters Score -2.21394e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -22139416.000000 Penalty: 5978.979980
	Iteration 28Q: 3 clusters Score -2.213942e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -22139356.000000 Penalty: 5978.979980
	Iteration 29Q: 3 clusters Score -2.213936e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -22139348.000000 Penalty: 5978.979980
	Iteration 30Q: 3 clusters Score -2.213935e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -22139342.000000 Penalty: 5978.979980
	Iteration 31Q: 3 clusters Score -2.213934e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -22139220.000000 Penalty: 5978.979980
	Iteration 32Q: 3 clusters Score -2.213922e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -22139186.000000 Penalty: 5978.979980
	Iteration 33Q: 3 clusters Score -2.213919e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -22139146.000000 Penalty: 5978.979980
	Iteration 34Q: 3 clusters Score -2.213915e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167163 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -22139168.000000 Penalty: 5978.979980
	Iteration 35Q: 3 clusters Score -2.213917e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -22139116.000000 Penalty: 5978.979980
	Iteration 36Q: 3 clusters Score -2.213912e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -22139112.000000 Penalty: 5978.979980
	Iteration 37Q: 3 clusters Score -2.213911e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -22139096.000000 Penalty: 5978.979980
	Iteration 38Q: 3 clusters Score -2.21391e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22139106.000000 Penalty: 5978.979980
	Iteration 39Q: 3 clusters Score -2.213911e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -22139096.000000 Penalty: 5978.979980
	Iteration 40F: 3 clusters Score -2.21391e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -22139072.000000 Penalty: 5978.979980
	Iteration 41Q: 3 clusters Score -2.213907e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -22139010.000000 Penalty: 5978.979980
	Iteration 42Q: 3 clusters Score -2.213901e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -22139000.000000 Penalty: 5978.979980
	Iteration 43Q: 3 clusters Score -2.2139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -22139004.000000 Penalty: 5978.979980
	Iteration 44Q: 3 clusters Score -2.2139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -22138936.000000 Penalty: 5978.979980
	Iteration 45Q: 3 clusters Score -2.213894e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -22138970.000000 Penalty: 5978.979980
	Iteration 46Q: 3 clusters Score -2.213897e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22138946.000000 Penalty: 5978.979980
	Iteration 47Q: 3 clusters Score -2.213895e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22138930.000000 Penalty: 5978.979980
	Iteration 48Q: 3 clusters Score -2.213893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22138956.000000 Penalty: 5978.979980
	Iteration 49Q: 3 clusters Score -2.213896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22138936.000000 Penalty: 5978.979980
	Iteration 50Q: 3 clusters Score -2.213894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22138902.000000 Penalty: 5978.979980
	Iteration 51Q: 3 clusters Score -2.21389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169068 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22138924.000000 Penalty: 5978.979980
	Iteration 52Q: 3 clusters Score -2.213892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22138894.000000 Penalty: 5978.979980
	Iteration 53Q: 3 clusters Score -2.213889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22138896.000000 Penalty: 5978.979980
	Iteration 54Q: 3 clusters Score -2.21389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22138886.000000 Penalty: 5978.979980
	Iteration 55Q: 3 clusters Score -2.213889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -22138872.000000 Penalty: 5978.979980
	Iteration 56Q: 3 clusters Score -2.213887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22138866.000000 Penalty: 5978.979980
	Iteration 57Q: 3 clusters Score -2.213887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169290 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -22138836.000000 Penalty: 5978.979980
	Iteration 58Q: 3 clusters Score -2.213884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -22138854.000000 Penalty: 5978.979980
	Iteration 59Q: 3 clusters Score -2.213885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -22138836.000000 Penalty: 5978.979980
	Iteration 60F: 3 clusters Score -2.213884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -22138840.000000 Penalty: 5978.979980
	Iteration 61Q: 3 clusters Score -2.213884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22138814.000000 Penalty: 5978.979980
	Iteration 62Q: 3 clusters Score -2.213881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22138822.000000 Penalty: 5978.979980
	Iteration 63Q: 3 clusters Score -2.213882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -22138812.000000 Penalty: 5978.979980
	Iteration 64Q: 3 clusters Score -2.213881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22138816.000000 Penalty: 5978.979980
	Iteration 65Q: 3 clusters Score -2.213882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -22138822.000000 Penalty: 5978.979980
	Iteration 66Q: 3 clusters Score -2.213882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22138832.000000 Penalty: 5978.979980
	Iteration 67Q: 3 clusters Score -2.213883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22138862.000000 Penalty: 5978.979980
	Iteration 68Q: 3 clusters Score -2.213886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -22138864.000000 Penalty: 5978.979980
	Iteration 69Q: 3 clusters Score -2.213886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -22138866.000000 Penalty: 5978.979980
	Iteration 70Q: 3 clusters Score -2.213887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169511 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22138850.000000 Penalty: 5978.979980
	Iteration 71Q: 3 clusters Score -2.213885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -22138842.000000 Penalty: 5978.979980
	Iteration 72Q: 3 clusters Score -2.213884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169524 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -22138856.000000 Penalty: 5978.979980
	Iteration 73Q: 3 clusters Score -2.213886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22138848.000000 Penalty: 5978.979980
	Iteration 74Q: 3 clusters Score -2.213885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22138848.000000 Penalty: 5978.979980
	Iteration 75F: 3 clusters Score -2.213885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Entering Unmasked Estep 
Score: -22284840.000000 Penalty: 2988.584717
	Iteration 0F: 2 clusters Score -2.228484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -22173046.000000 Penalty: 5977.169434
	Iteration 0F: 3 clusters Score -2.217305e+07 nChanged 81956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -22220518.000000 Penalty: 5977.169434
	Iteration 1F: 3 clusters Score -2.222052e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -22221702.000000 Penalty: 5977.169434
	Iteration 2Q: 3 clusters Score -2.22217e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -22223400.000000 Penalty: 5977.169434
	Iteration 3Q: 3 clusters Score -2.22234e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -22227174.000000 Penalty: 5977.169434
	Iteration 4Q: 3 clusters Score -2.222717e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -22234686.000000 Penalty: 5977.169434
	Iteration 5F: 3 clusters Score -2.223469e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135512 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -22247806.000000 Penalty: 5977.169434
	Iteration 6F: 3 clusters Score -2.224781e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -22264512.000000 Penalty: 5977.169434
	Iteration 7F: 3 clusters Score -2.226451e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -22276796.000000 Penalty: 5977.169434
	Iteration 8F: 3 clusters Score -2.22768e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22280926.000000 Penalty: 5977.169434
	Iteration 9Q: 3 clusters Score -2.228093e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22281892.000000 Penalty: 5977.169434
	Iteration 10Q: 3 clusters Score -2.228189e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22282070.000000 Penalty: 5977.169434
	Iteration 11Q: 3 clusters Score -2.228207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22282176.000000 Penalty: 5977.169434
	Iteration 12Q: 3 clusters Score -2.228218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22282206.000000 Penalty: 5977.169434
	Iteration 13Q: 3 clusters Score -2.228221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171051 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22282252.000000 Penalty: 5977.169434
	Iteration 14Q: 3 clusters Score -2.228225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171053 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22282244.000000 Penalty: 5977.169434
	Iteration 15Q: 3 clusters Score -2.228224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22282248.000000 Penalty: 5977.169434
	Iteration 16Q: 3 clusters Score -2.228225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22282248.000000 Penalty: 5977.169434
	Iteration 17F: 3 clusters Score -2.228225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94081.476562 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94081.48 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94424.000000 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -94424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94596.742188 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -94596.74 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94883.906250 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -94883.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95271.765625 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -95271.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95665.117188 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -95665.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96000.007812 Penalty: 3375.088867
	Iteration 6F: 3 clusters Score -96000.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96248.554688 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96248.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96454.593750 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -96454.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96687.320312 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -96687.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97118.812500 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97118.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97174.281250 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97174.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97204.914062 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97204.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97214.046875 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97214.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97223.937500 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -97223.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97236.031250 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -97236.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97248.335938 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -97248.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97252.953125 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -97252.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97256.062500 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -97256.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97261.429688 Penalty: 3375.088867
	Iteration 19F: 3 clusters Score -97261.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97280.289062 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -97280.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97296.132812 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -97296.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97302.601562 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -97302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97320.492188 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -97320.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97323.671875 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -97323.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97323.671875 Penalty: 3375.088867
	Iteration 25F: 3 clusters Score -97323.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 171863 members 
Mstep: Class 10 contains 158918 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 193589 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
Score: -166437200.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166437792.000000 to -166437200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (32911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Entering Unmasked Estep 
Score: -4050340.750000 Penalty: 2579.587646
	Iteration 0F: 2 clusters Score -4050341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4027795.250000 Penalty: 5159.175293
	Iteration 0F: 3 clusters Score -4027795 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4035970.750000 Penalty: 5159.175293
	Iteration 1F: 3 clusters Score -4035971 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4036639.250000 Penalty: 5159.175293
	Iteration 2Q: 3 clusters Score -4036639 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4037546.000000 Penalty: 5159.175293
	Iteration 3Q: 3 clusters Score -4037546 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4038588.750000 Penalty: 5159.175293
	Iteration 4F: 3 clusters Score -4038589 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4039700.250000 Penalty: 5159.175293
	Iteration 5F: 3 clusters Score -4039700 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4040908.750000 Penalty: 5159.175293
	Iteration 6F: 3 clusters Score -4040909 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4042318.250000 Penalty: 5159.175293
	Iteration 7F: 3 clusters Score -4042318 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4043928.500000 Penalty: 5159.175293
	Iteration 8F: 3 clusters Score -4043928 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4045679.000000 Penalty: 5159.175293
	Iteration 9F: 3 clusters Score -4045679 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4047353.250000 Penalty: 5159.175293
	Iteration 10F: 3 clusters Score -4047353 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4048650.000000 Penalty: 5159.175293
	Iteration 11Q: 3 clusters Score -4048650 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4049376.500000 Penalty: 5159.175293
	Iteration 12Q: 3 clusters Score -4049376 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4049738.750000 Penalty: 5159.175293
	Iteration 13Q: 3 clusters Score -4049739 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4049881.000000 Penalty: 5159.175293
	Iteration 14Q: 3 clusters Score -4049881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4049959.250000 Penalty: 5159.175293
	Iteration 15Q: 3 clusters Score -4049959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4050010.000000 Penalty: 5159.175293
	Iteration 16Q: 3 clusters Score -4050010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4050056.500000 Penalty: 5159.175293
	Iteration 17Q: 3 clusters Score -4050056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4050070.750000 Penalty: 5159.175293
	Iteration 18Q: 3 clusters Score -4050071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4050073.500000 Penalty: 5159.175293
	Iteration 19Q: 3 clusters Score -4050074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4050084.500000 Penalty: 5159.175293
	Iteration 20F: 3 clusters Score -4050084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4050090.250000 Penalty: 5159.175293
	Iteration 21Q: 3 clusters Score -4050090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4050091.750000 Penalty: 5159.175293
	Iteration 22Q: 3 clusters Score -4050092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4050091.750000 Penalty: 5159.175293
	Iteration 23Q: 3 clusters Score -4050092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4050094.000000 Penalty: 5159.175293
	Iteration 24Q: 3 clusters Score -4050094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4050095.250000 Penalty: 5159.175293
	Iteration 25Q: 3 clusters Score -4050095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4050097.500000 Penalty: 5159.175293
	Iteration 26Q: 3 clusters Score -4050098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4050096.500000 Penalty: 5159.175293
	Iteration 27Q: 3 clusters Score -4050096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4050100.250000 Penalty: 5159.175293
	Iteration 28Q: 3 clusters Score -4050100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4050103.000000 Penalty: 5159.175293
	Iteration 29Q: 3 clusters Score -4050103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4050108.000000 Penalty: 5159.175293
	Iteration 30Q: 3 clusters Score -4050108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4050107.750000 Penalty: 5159.175293
	Iteration 31Q: 3 clusters Score -4050108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4050108.000000 Penalty: 5159.175293
	Iteration 32Q: 3 clusters Score -4050108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4050115.750000 Penalty: 5159.175293
	Iteration 33Q: 3 clusters Score -4050116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4050113.250000 Penalty: 5159.175293
	Iteration 34Q: 3 clusters Score -4050113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4050116.250000 Penalty: 5159.175293
	Iteration 35Q: 3 clusters Score -4050116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4050110.250000 Penalty: 5159.175293
	Iteration 36Q: 3 clusters Score -4050110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4050110.250000 Penalty: 5159.175293
	Iteration 37F: 3 clusters Score -4050110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -187222.093750 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -187222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184943.890625 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -184943.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185612.625000 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -185612.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185939.250000 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -185939.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186192.515625 Penalty: 3659.368408
	Iteration 3F: 3 clusters Score -186192.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186515.953125 Penalty: 3659.368408
	Iteration 4F: 3 clusters Score -186516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -186837.234375 Penalty: 3659.368408
	Iteration 5F: 3 clusters Score -186837.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186963.859375 Penalty: 3659.368408
	Iteration 6Q: 3 clusters Score -186963.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -187012.843750 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -187012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -187040.000000 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -187040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187066.062500 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -187066.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187122.953125 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -187123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187192.750000 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -187192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187213.609375 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -187213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -187224.140625 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -187224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187230.828125 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -187230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187242.484375 Penalty: 3659.368408
	Iteration 15Q: 3 clusters Score -187242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -187246.578125 Penalty: 3659.368408
	Iteration 16Q: 3 clusters Score -187246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -187248.609375 Penalty: 3659.368408
	Iteration 17Q: 3 clusters Score -187248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -187250.703125 Penalty: 3659.368408
	Iteration 18Q: 3 clusters Score -187250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -187252.140625 Penalty: 3659.368408
	Iteration 19Q: 3 clusters Score -187252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -187252.906250 Penalty: 3659.368408
	Iteration 20F: 3 clusters Score -187252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -187254.203125 Penalty: 3659.368408
	Iteration 21Q: 3 clusters Score -187254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -187256.203125 Penalty: 3659.368408
	Iteration 22Q: 3 clusters Score -187256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187256.687500 Penalty: 3659.368408
	Iteration 23Q: 3 clusters Score -187256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -187257.796875 Penalty: 3659.368408
	Iteration 24Q: 3 clusters Score -187257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187258.718750 Penalty: 3659.368408
	Iteration 25Q: 3 clusters Score -187258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -187259.312500 Penalty: 3659.368408
	Iteration 26Q: 3 clusters Score -187259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -187259.718750 Penalty: 3659.368408
	Iteration 27Q: 3 clusters Score -187259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -187260.437500 Penalty: 3659.368408
	Iteration 28Q: 3 clusters Score -187260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -187260.437500 Penalty: 3659.368408
	Iteration 29F: 3 clusters Score -187260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 171863 members 
Mstep: Class 10 contains 158918 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 193589 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 636 members 
Entering Unmasked Estep 
Score: -166435872.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166437792.000000 to -166435872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 171863 members 
Mstep: Class 10 contains 158918 members 
Mstep: Class 12 contains 193589 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171853 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32911 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437680.000000 Penalty: 59405.718750
Iteration 399Q: 18 clusters Score -1.664377e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165055 members 
Mstep: Class 9 contains 171864 members 
Mstep: Class 10 contains 158936 members 
Mstep: Class 12 contains 193588 members 
Mstep: Class 13 contains 167515 members 
Mstep: Class 16 contains 171832 members 
Mstep: Class 17 contains 171233 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32910 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437600.000000 Penalty: 59405.718750
Iteration 400F: 18 clusters Score -1.664376e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11066 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165069 members 
Mstep: Class 9 contains 171824 members 
Mstep: Class 10 contains 158962 members 
Mstep: Class 12 contains 193586 members 
Mstep: Class 13 contains 167509 members 
Mstep: Class 16 contains 171825 members 
Mstep: Class 17 contains 171252 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32908 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437504.000000 Penalty: 59405.718750
Iteration 401Q: 18 clusters Score -1.664375e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14268 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11061 members 
Mstep: Class 6 contains 37531 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165082 members 
Mstep: Class 9 contains 171766 members 
Mstep: Class 10 contains 158995 members 
Mstep: Class 12 contains 193581 members 
Mstep: Class 13 contains 167514 members 
Mstep: Class 16 contains 171819 members 
Mstep: Class 17 contains 171274 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32909 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437648.000000 Penalty: 59405.718750
Iteration 402Q: 18 clusters Score -1.664376e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165093 members 
Mstep: Class 9 contains 171733 members 
Mstep: Class 10 contains 159004 members 
Mstep: Class 12 contains 193599 members 
Mstep: Class 13 contains 167517 members 
Mstep: Class 16 contains 171788 members 
Mstep: Class 17 contains 171302 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32907 members 
Mstep: Class 20 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 59405.718750
Iteration 403Q: 18 clusters Score -1.664375e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11060 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165105 members 
Mstep: Class 9 contains 171684 members 
Mstep: Class 10 contains 159026 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167523 members 
Mstep: Class 16 contains 171776 members 
Mstep: Class 17 contains 171317 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32908 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 59405.718750
Iteration 404Q: 18 clusters Score -1.664374e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11058 members 
Mstep: Class 6 contains 37531 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165114 members 
Mstep: Class 9 contains 171617 members 
Mstep: Class 10 contains 159059 members 
Mstep: Class 12 contains 193606 members 
Mstep: Class 13 contains 167531 members 
Mstep: Class 16 contains 171774 members 
Mstep: Class 17 contains 171337 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32903 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 59405.718750
Iteration 405Q: 18 clusters Score -1.664372e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165116 members 
Mstep: Class 9 contains 171565 members 
Mstep: Class 10 contains 159088 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167548 members 
Mstep: Class 16 contains 171774 members 
Mstep: Class 17 contains 171355 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32902 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437120.000000 Penalty: 59405.718750
Iteration 406Q: 18 clusters Score -1.664371e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14265 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11053 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165136 members 
Mstep: Class 9 contains 171544 members 
Mstep: Class 10 contains 159112 members 
Mstep: Class 12 contains 193595 members 
Mstep: Class 13 contains 167554 members 
Mstep: Class 16 contains 171759 members 
Mstep: Class 17 contains 171350 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437040.000000 Penalty: 59405.718750
Iteration 407Q: 18 clusters Score -1.66437e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14265 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11049 members 
Mstep: Class 6 contains 37527 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 165147 members 
Mstep: Class 9 contains 171518 members 
Mstep: Class 10 contains 159132 members 
Mstep: Class 12 contains 193612 members 
Mstep: Class 13 contains 167560 members 
Mstep: Class 16 contains 171745 members 
Mstep: Class 17 contains 171343 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437232.000000 Penalty: 59405.718750
Iteration 408Q: 18 clusters Score -1.664372e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11045 members 
Mstep: Class 6 contains 37521 members 
Mstep: Class 7 contains 11729 members 
Mstep: Class 8 contains 165158 members 
Mstep: Class 9 contains 171486 members 
Mstep: Class 10 contains 159165 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 13 contains 167581 members 
Mstep: Class 16 contains 171730 members 
Mstep: Class 17 contains 171339 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32897 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437024.000000 Penalty: 59405.718750
Iteration 409Q: 18 clusters Score -1.66437e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 37519 members 
Mstep: Class 7 contains 11726 members 
Mstep: Class 8 contains 165177 members 
Mstep: Class 9 contains 171453 members 
Mstep: Class 10 contains 159208 members 
Mstep: Class 12 contains 193592 members 
Mstep: Class 13 contains 167564 members 
Mstep: Class 16 contains 171742 members 
Mstep: Class 17 contains 171328 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32897 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436992.000000 Penalty: 59405.718750
Iteration 410Q: 18 clusters Score -1.66437e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14283 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 37516 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165179 members 
Mstep: Class 9 contains 171451 members 
Mstep: Class 10 contains 159237 members 
Mstep: Class 12 contains 193601 members 
Mstep: Class 13 contains 167549 members 
Mstep: Class 16 contains 171723 members 
Mstep: Class 17 contains 171329 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32893 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436896.000000 Penalty: 59405.718750
Iteration 411Q: 18 clusters Score -1.664369e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 37514 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165192 members 
Mstep: Class 9 contains 171437 members 
Mstep: Class 10 contains 159268 members 
Mstep: Class 12 contains 193611 members 
Mstep: Class 13 contains 167542 members 
Mstep: Class 16 contains 171702 members 
Mstep: Class 17 contains 171333 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32893 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 59405.718750
Iteration 412Q: 18 clusters Score -1.664369e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14263 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165200 members 
Mstep: Class 9 contains 171401 members 
Mstep: Class 10 contains 159297 members 
Mstep: Class 12 contains 193619 members 
Mstep: Class 13 contains 167550 members 
Mstep: Class 16 contains 171690 members 
Mstep: Class 17 contains 171338 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32888 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436864.000000 Penalty: 59405.718750
Iteration 413Q: 18 clusters Score -1.664369e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 37518 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165203 members 
Mstep: Class 9 contains 171408 members 
Mstep: Class 10 contains 159321 members 
Mstep: Class 12 contains 193640 members 
Mstep: Class 13 contains 167545 members 
Mstep: Class 16 contains 171663 members 
Mstep: Class 17 contains 171329 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32882 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436768.000000 Penalty: 59405.718750
Iteration 414Q: 18 clusters Score -1.664368e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11040 members 
Mstep: Class 6 contains 37511 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165212 members 
Mstep: Class 9 contains 171406 members 
Mstep: Class 10 contains 159318 members 
Mstep: Class 12 contains 193671 members 
Mstep: Class 13 contains 167547 members 
Mstep: Class 16 contains 171630 members 
Mstep: Class 17 contains 171339 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32876 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436832.000000 Penalty: 59405.718750
Iteration 415Q: 18 clusters Score -1.664368e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11040 members 
Mstep: Class 6 contains 37503 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165224 members 
Mstep: Class 9 contains 171405 members 
Mstep: Class 10 contains 159333 members 
Mstep: Class 12 contains 193707 members 
Mstep: Class 13 contains 167526 members 
Mstep: Class 16 contains 171601 members 
Mstep: Class 17 contains 171339 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32873 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436960.000000 Penalty: 59405.718750
Iteration 416Q: 18 clusters Score -1.66437e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11039 members 
Mstep: Class 6 contains 37501 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165230 members 
Mstep: Class 9 contains 171400 members 
Mstep: Class 10 contains 159362 members 
Mstep: Class 12 contains 193727 members 
Mstep: Class 13 contains 167512 members 
Mstep: Class 16 contains 171577 members 
Mstep: Class 17 contains 171342 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32870 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437184.000000 Penalty: 59405.718750
Iteration 417Q: 18 clusters Score -1.664372e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37498 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165241 members 
Mstep: Class 9 contains 171391 members 
Mstep: Class 10 contains 159395 members 
Mstep: Class 12 contains 193737 members 
Mstep: Class 13 contains 167513 members 
Mstep: Class 16 contains 171542 members 
Mstep: Class 17 contains 171343 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32867 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437184.000000 Penalty: 59405.718750
Iteration 418Q: 18 clusters Score -1.664372e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14230 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 37494 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165251 members 
Mstep: Class 9 contains 171377 members 
Mstep: Class 10 contains 159437 members 
Mstep: Class 12 contains 193750 members 
Mstep: Class 13 contains 167514 members 
Mstep: Class 16 contains 171499 members 
Mstep: Class 17 contains 171348 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32872 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 59405.718750
Iteration 419Q: 18 clusters Score -1.664372e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 37485 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165253 members 
Mstep: Class 9 contains 171351 members 
Mstep: Class 10 contains 159459 members 
Mstep: Class 12 contains 193763 members 
Mstep: Class 13 contains 167532 members 
Mstep: Class 16 contains 171483 members 
Mstep: Class 17 contains 171344 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32878 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437200.000000 Penalty: 59405.718750
Iteration 420F: 18 clusters Score -1.664372e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 37482 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165257 members 
Mstep: Class 9 contains 171348 members 
Mstep: Class 10 contains 159469 members 
Mstep: Class 12 contains 193773 members 
Mstep: Class 13 contains 167527 members 
Mstep: Class 16 contains 171468 members 
Mstep: Class 17 contains 171349 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32880 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437200.000000 Penalty: 59405.718750
Iteration 421Q: 18 clusters Score -1.664372e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11032 members 
Mstep: Class 6 contains 37483 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165261 members 
Mstep: Class 9 contains 171358 members 
Mstep: Class 10 contains 159470 members 
Mstep: Class 12 contains 193811 members 
Mstep: Class 13 contains 167525 members 
Mstep: Class 16 contains 171444 members 
Mstep: Class 17 contains 171342 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32874 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 59405.718750
Iteration 422Q: 18 clusters Score -1.664373e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14195 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 37489 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165273 members 
Mstep: Class 9 contains 171365 members 
Mstep: Class 10 contains 159460 members 
Mstep: Class 12 contains 193842 members 
Mstep: Class 13 contains 167527 members 
Mstep: Class 16 contains 171409 members 
Mstep: Class 17 contains 171341 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32871 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437040.000000 Penalty: 59405.718750
Iteration 423Q: 18 clusters Score -1.66437e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14184 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 37491 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165279 members 
Mstep: Class 9 contains 171351 members 
Mstep: Class 10 contains 159474 members 
Mstep: Class 12 contains 193865 members 
Mstep: Class 13 contains 167555 members 
Mstep: Class 16 contains 171364 members 
Mstep: Class 17 contains 171340 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32867 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437024.000000 Penalty: 59405.718750
Iteration 424Q: 18 clusters Score -1.66437e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 37485 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165289 members 
Mstep: Class 9 contains 171321 members 
Mstep: Class 10 contains 159498 members 
Mstep: Class 12 contains 193901 members 
Mstep: Class 13 contains 167565 members 
Mstep: Class 16 contains 171323 members 
Mstep: Class 17 contains 171346 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32866 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437104.000000 Penalty: 59405.718750
Iteration 425Q: 18 clusters Score -1.664371e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11032 members 
Mstep: Class 6 contains 37478 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165300 members 
Mstep: Class 9 contains 171300 members 
Mstep: Class 10 contains 159552 members 
Mstep: Class 12 contains 193951 members 
Mstep: Class 13 contains 167557 members 
Mstep: Class 16 contains 171265 members 
Mstep: Class 17 contains 171344 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32860 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437120.000000 Penalty: 59405.718750
Iteration 426Q: 18 clusters Score -1.664371e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37472 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165304 members 
Mstep: Class 9 contains 171250 members 
Mstep: Class 10 contains 159599 members 
Mstep: Class 12 contains 193983 members 
Mstep: Class 13 contains 167536 members 
Mstep: Class 16 contains 171271 members 
Mstep: Class 17 contains 171343 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32854 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 59405.718750
Iteration 427Q: 18 clusters Score -1.664372e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165303 members 
Mstep: Class 9 contains 171186 members 
Mstep: Class 10 contains 159654 members 
Mstep: Class 12 contains 193995 members 
Mstep: Class 13 contains 167522 members 
Mstep: Class 16 contains 171296 members 
Mstep: Class 17 contains 171347 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32856 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 59405.718750
Iteration 428Q: 18 clusters Score -1.664372e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 37458 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165309 members 
Mstep: Class 9 contains 171153 members 
Mstep: Class 10 contains 159690 members 
Mstep: Class 12 contains 194004 members 
Mstep: Class 13 contains 167490 members 
Mstep: Class 16 contains 171318 members 
Mstep: Class 17 contains 171360 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32850 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 59405.718750
Iteration 429Q: 18 clusters Score -1.664373e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11025 members 
Mstep: Class 6 contains 37450 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165320 members 
Mstep: Class 9 contains 171111 members 
Mstep: Class 10 contains 159738 members 
Mstep: Class 12 contains 194014 members 
Mstep: Class 13 contains 167468 members 
Mstep: Class 16 contains 171355 members 
Mstep: Class 17 contains 171339 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32834 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437424.000000 Penalty: 59405.718750
Iteration 430Q: 18 clusters Score -1.664374e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 6 contains 37452 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165329 members 
Mstep: Class 9 contains 171079 members 
Mstep: Class 10 contains 159785 members 
Mstep: Class 12 contains 194031 members 
Mstep: Class 13 contains 167422 members 
Mstep: Class 16 contains 171372 members 
Mstep: Class 17 contains 171329 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32824 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 59405.718750
Iteration 431Q: 18 clusters Score -1.664374e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 6 contains 37459 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165346 members 
Mstep: Class 9 contains 171057 members 
Mstep: Class 10 contains 159795 members 
Mstep: Class 12 contains 194037 members 
Mstep: Class 13 contains 167401 members 
Mstep: Class 16 contains 171391 members 
Mstep: Class 17 contains 171323 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437536.000000 Penalty: 59405.718750
Iteration 432Q: 18 clusters Score -1.664375e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165359 members 
Mstep: Class 9 contains 171044 members 
Mstep: Class 10 contains 159807 members 
Mstep: Class 12 contains 194046 members 
Mstep: Class 13 contains 167377 members 
Mstep: Class 16 contains 171405 members 
Mstep: Class 17 contains 171322 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32795 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437584.000000 Penalty: 59405.718750
Iteration 433Q: 18 clusters Score -1.664376e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11029 members 
Mstep: Class 6 contains 37479 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165380 members 
Mstep: Class 9 contains 171074 members 
Mstep: Class 10 contains 159790 members 
Mstep: Class 12 contains 194048 members 
Mstep: Class 13 contains 167326 members 
Mstep: Class 16 contains 171448 members 
Mstep: Class 17 contains 171307 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437712.000000 Penalty: 59405.718750
Iteration 434Q: 18 clusters Score -1.664377e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14133 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11030 members 
Mstep: Class 6 contains 37477 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165394 members 
Mstep: Class 9 contains 171076 members 
Mstep: Class 10 contains 159776 members 
Mstep: Class 12 contains 194072 members 
Mstep: Class 13 contains 167278 members 
Mstep: Class 16 contains 171478 members 
Mstep: Class 17 contains 171312 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437568.000000 Penalty: 59405.718750
Iteration 435Q: 18 clusters Score -1.664376e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11026 members 
Mstep: Class 6 contains 37480 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165413 members 
Mstep: Class 9 contains 171104 members 
Mstep: Class 10 contains 159776 members 
Mstep: Class 12 contains 194079 members 
Mstep: Class 13 contains 167237 members 
Mstep: Class 16 contains 171489 members 
Mstep: Class 17 contains 171297 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32769 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437488.000000 Penalty: 59405.718750
Iteration 436Q: 18 clusters Score -1.664375e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11028 members 
Mstep: Class 6 contains 37486 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165426 members 
Mstep: Class 9 contains 171078 members 
Mstep: Class 10 contains 159797 members 
Mstep: Class 12 contains 194085 members 
Mstep: Class 13 contains 167207 members 
Mstep: Class 16 contains 171502 members 
Mstep: Class 17 contains 171294 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 59405.718750
Iteration 437Q: 18 clusters Score -1.664374e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11025 members 
Mstep: Class 6 contains 37497 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165435 members 
Mstep: Class 9 contains 171063 members 
Mstep: Class 10 contains 159832 members 
Mstep: Class 12 contains 194086 members 
Mstep: Class 13 contains 167178 members 
Mstep: Class 16 contains 171490 members 
Mstep: Class 17 contains 171298 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32754 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 59405.718750
Iteration 438Q: 18 clusters Score -1.664374e+08 nChanged 693
Entering ConstructFrom: 
Score: -166437392.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71271.84 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 363 members 
Entering Unmasked Estep 
Score: -69690.507812 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69690.51 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70393.632812 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70393.63 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70835.156250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -70835.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71097.742188 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -71097.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71256.695312 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -71256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71325.132812 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71325.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71358.335938 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71358.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71441.843750 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71441.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71481.039062 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71481.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71490.203125 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -71490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71497.835938 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -71497.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71505.109375 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -71505.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71509.007812 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -71509.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71509.914062 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -71509.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71509.914062 Penalty: 3284.217285
	Iteration 14F: 3 clusters Score -71509.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 37508 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165443 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 171485 members 
Mstep: Class 17 contains 171306 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
Score: -166435680.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166437392.000000 to -166435680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -565234.250000 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -565234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -561084.625000 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -561084.6 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -562088.437500 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -562088.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -562313.125000 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -562313.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -562449.125000 Penalty: 4171.938477
	Iteration 3Q: 3 clusters Score -562449.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -562539.750000 Penalty: 4171.938477
	Iteration 4Q: 3 clusters Score -562539.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -562614.062500 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -562614.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -562683.000000 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -562683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -562737.437500 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -562737.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -562782.687500 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -562782.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -562815.625000 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -562815.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -562857.062500 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -562857.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -562893.000000 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -562893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562922.937500 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -562922.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -562948.687500 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -562948.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -562977.187500 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -562977.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -562997.187500 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -562997.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -563016.375000 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -563016.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -563033.250000 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -563033.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -563047.937500 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -563047.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -563064.500000 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -563064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -563078.562500 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -563078.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -563089.500000 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -563089.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -563100.625000 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -563100.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -563108.750000 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -563108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -563112.562500 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -563112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -563115.812500 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -563115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -563118.500000 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -563118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -563125.625000 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -563125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -563131.437500 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -563131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -563135.937500 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -563135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -563138.562500 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -563138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -563142.062500 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -563142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -563144.062500 Penalty: 4171.938477
	Iteration 32Q: 3 clusters Score -563144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -563148.062500 Penalty: 4171.938477
	Iteration 33Q: 3 clusters Score -563148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -563151.750000 Penalty: 4171.938477
	Iteration 34Q: 3 clusters Score -563151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -563154.375000 Penalty: 4171.938477
	Iteration 35Q: 3 clusters Score -563154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -563156.562500 Penalty: 4171.938477
	Iteration 36Q: 3 clusters Score -563156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -563158.000000 Penalty: 4171.938477
	Iteration 37Q: 3 clusters Score -563158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -563159.625000 Penalty: 4171.938477
	Iteration 38Q: 3 clusters Score -563159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -563162.562500 Penalty: 4171.938477
	Iteration 39Q: 3 clusters Score -563162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -563164.062500 Penalty: 4171.938477
	Iteration 40F: 3 clusters Score -563164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Entering Unmasked Estep 
Score: -1812360.875000 Penalty: 2370.234863
	Iteration 0F: 2 clusters Score -1812361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1802037.250000 Penalty: 4740.469727
	Iteration 0F: 3 clusters Score -1802037 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1805213.125000 Penalty: 4740.469727
	Iteration 1F: 3 clusters Score -1805213 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1805536.250000 Penalty: 4740.469727
	Iteration 2F: 3 clusters Score -1805536 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1805790.875000 Penalty: 4740.469727
	Iteration 3Q: 3 clusters Score -1805791 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1806030.625000 Penalty: 4740.469727
	Iteration 4Q: 3 clusters Score -1806031 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1806248.375000 Penalty: 4740.469727
	Iteration 5Q: 3 clusters Score -1806248 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1806465.000000 Penalty: 4740.469727
	Iteration 6Q: 3 clusters Score -1806465 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1806707.375000 Penalty: 4740.469727
	Iteration 7Q: 3 clusters Score -1806707 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1806982.875000 Penalty: 4740.469727
	Iteration 8Q: 3 clusters Score -1806983 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1807380.875000 Penalty: 4740.469727
	Iteration 9Q: 3 clusters Score -1807381 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1807878.875000 Penalty: 4740.469727
	Iteration 10F: 3 clusters Score -1807879 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1808574.125000 Penalty: 4740.469727
	Iteration 11F: 3 clusters Score -1808574 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1809404.625000 Penalty: 4740.469727
	Iteration 12F: 3 clusters Score -1809405 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1810142.000000 Penalty: 4740.469727
	Iteration 13F: 3 clusters Score -1810142 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1810617.875000 Penalty: 4740.469727
	Iteration 14Q: 3 clusters Score -1810618 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1810860.500000 Penalty: 4740.469727
	Iteration 15Q: 3 clusters Score -1810860 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1810978.750000 Penalty: 4740.469727
	Iteration 16Q: 3 clusters Score -1810979 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1811031.875000 Penalty: 4740.469727
	Iteration 17Q: 3 clusters Score -1811032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1811052.125000 Penalty: 4740.469727
	Iteration 18Q: 3 clusters Score -1811052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1811065.625000 Penalty: 4740.469727
	Iteration 19Q: 3 clusters Score -1811066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1811072.625000 Penalty: 4740.469727
	Iteration 20F: 3 clusters Score -1811073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1811083.250000 Penalty: 4740.469727
	Iteration 21Q: 3 clusters Score -1811083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1811086.250000 Penalty: 4740.469727
	Iteration 22Q: 3 clusters Score -1811086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1811086.500000 Penalty: 4740.469727
	Iteration 23Q: 3 clusters Score -1811086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1811086.500000 Penalty: 4740.469727
	Iteration 24Q: 3 clusters Score -1811086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1811089.125000 Penalty: 4740.469727
	Iteration 25Q: 3 clusters Score -1811089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1811090.500000 Penalty: 4740.469727
	Iteration 26Q: 3 clusters Score -1811090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1811093.625000 Penalty: 4740.469727
	Iteration 27Q: 3 clusters Score -1811094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1811096.250000 Penalty: 4740.469727
	Iteration 28Q: 3 clusters Score -1811096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1811097.250000 Penalty: 4740.469727
	Iteration 29Q: 3 clusters Score -1811097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1811096.375000 Penalty: 4740.469727
	Iteration 30Q: 3 clusters Score -1811096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1811096.750000 Penalty: 4740.469727
	Iteration 31Q: 3 clusters Score -1811097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1811096.750000 Penalty: 4740.469727
	Iteration 32F: 3 clusters Score -1811097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -138222.093750 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -138222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136156.484375 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -136156.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136817.625000 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -136817.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137178.781250 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -137178.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137531.609375 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -137531.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137899.843750 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -137899.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -138161.718750 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -138161.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138356.359375 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -138356.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -138610.859375 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -138610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138641.468750 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -138641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138662.984375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -138663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138684.046875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -138684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138699.000000 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -138699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138702.468750 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -138702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138707.531250 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -138707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138711.125000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -138711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138713.125000 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -138713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138714.937500 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -138714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138724.781250 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -138724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138727.296875 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -138727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138727.296875 Penalty: 3552.164551
	Iteration 19F: 3 clusters Score -138727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 37508 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165443 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 171485 members 
Mstep: Class 17 contains 171306 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
Score: -166436256.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166437392.000000 to -166436256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1357435.000000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1357435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1349024.875000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1349025 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1351456.250000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1351456 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1351755.250000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1351755 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1351955.375000 Penalty: 4616.593750
	Iteration 3Q: 3 clusters Score -1351955 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1352076.750000 Penalty: 4616.593750
	Iteration 4Q: 3 clusters Score -1352077 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1352180.000000 Penalty: 4616.593750
	Iteration 5Q: 3 clusters Score -1352180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1352271.875000 Penalty: 4616.593750
	Iteration 6Q: 3 clusters Score -1352272 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1352354.125000 Penalty: 4616.593750
	Iteration 7Q: 3 clusters Score -1352354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1352413.000000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1352413 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1352476.375000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1352476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1352546.875000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1352547 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1352629.250000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1352629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1352713.125000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1352713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1352820.500000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1352820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1352957.500000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1352958 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1353086.875000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1353087 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1353225.250000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1353225 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1353334.375000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1353334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1353444.875000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1353445 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1353560.875000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1353561 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1353671.250000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1353671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1353794.875000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1353795 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1353927.750000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1353928 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1354075.875000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1354076 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1354252.625000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1354253 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1354489.875000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1354490 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1354736.875000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1354737 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1354988.625000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1354989 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1355220.750000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1355221 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1355458.250000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1355458 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1355643.875000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1355644 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1355776.125000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1355776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1355876.000000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1355876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1355952.125000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1355952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1356021.500000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1356022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1356075.250000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1356075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1356118.625000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1356119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1356146.750000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1356147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1356169.375000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1356169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1356188.375000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1356188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1356203.000000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1356203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1356214.500000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1356214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1356219.750000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -1356220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1356228.000000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -1356228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1356232.250000 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -1356232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1356237.250000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -1356237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1356247.000000 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -1356247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1356262.125000 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -1356262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1356267.000000 Penalty: 4616.593750
	Iteration 48Q: 3 clusters Score -1356267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1356277.500000 Penalty: 4616.593750
	Iteration 49Q: 3 clusters Score -1356278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1356278.875000 Penalty: 4616.593750
	Iteration 50Q: 3 clusters Score -1356279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1356284.000000 Penalty: 4616.593750
	Iteration 51Q: 3 clusters Score -1356284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1356283.625000 Penalty: 4616.593750
	Iteration 52Q: 3 clusters Score -1356284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1356289.250000 Penalty: 4616.593750
	Iteration 53Q: 3 clusters Score -1356289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1356292.125000 Penalty: 4616.593750
	Iteration 54Q: 3 clusters Score -1356292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1356298.125000 Penalty: 4616.593750
	Iteration 55Q: 3 clusters Score -1356298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1356302.375000 Penalty: 4616.593750
	Iteration 56Q: 3 clusters Score -1356302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1356300.500000 Penalty: 4616.593750
	Iteration 57Q: 3 clusters Score -1356300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1356303.875000 Penalty: 4616.593750
	Iteration 58Q: 3 clusters Score -1356304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1356307.375000 Penalty: 4616.593750
	Iteration 59Q: 3 clusters Score -1356307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1356306.875000 Penalty: 4616.593750
	Iteration 60F: 3 clusters Score -1356307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1356314.250000 Penalty: 4616.593750
	Iteration 61Q: 3 clusters Score -1356314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1356316.625000 Penalty: 4616.593750
	Iteration 62Q: 3 clusters Score -1356317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1356316.625000 Penalty: 4616.593750
	Iteration 63Q: 3 clusters Score -1356317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1356317.750000 Penalty: 4616.593750
	Iteration 64Q: 3 clusters Score -1356318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1356320.250000 Penalty: 4616.593750
	Iteration 65Q: 3 clusters Score -1356320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1356320.625000 Penalty: 4616.593750
	Iteration 66Q: 3 clusters Score -1356321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1356321.000000 Penalty: 4616.593750
	Iteration 67Q: 3 clusters Score -1356321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1356321.000000 Penalty: 4616.593750
	Iteration 68F: 3 clusters Score -1356321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Entering Unmasked Estep 
Score: -4754629.500000 Penalty: 2612.012695
	Iteration 0F: 2 clusters Score -4754630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4729155.500000 Penalty: 5224.025391
	Iteration 0F: 3 clusters Score -4729156 nChanged 17071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4738403.500000 Penalty: 5224.025391
	Iteration 1F: 3 clusters Score -4738404 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4738832.500000 Penalty: 5224.025391
	Iteration 2Q: 3 clusters Score -4738832 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4739206.500000 Penalty: 5224.025391
	Iteration 3Q: 3 clusters Score -4739206 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4739539.000000 Penalty: 5224.025391
	Iteration 4Q: 3 clusters Score -4739539 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4739861.000000 Penalty: 5224.025391
	Iteration 5Q: 3 clusters Score -4739861 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4740172.500000 Penalty: 5224.025391
	Iteration 6Q: 3 clusters Score -4740172 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4740638.500000 Penalty: 5224.025391
	Iteration 7Q: 3 clusters Score -4740638 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4741299.500000 Penalty: 5224.025391
	Iteration 8Q: 3 clusters Score -4741300 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4742364.000000 Penalty: 5224.025391
	Iteration 9F: 3 clusters Score -4742364 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4744030.500000 Penalty: 5224.025391
	Iteration 10F: 3 clusters Score -4744030 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4746266.500000 Penalty: 5224.025391
	Iteration 11F: 3 clusters Score -4746266 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4748751.000000 Penalty: 5224.025391
	Iteration 12F: 3 clusters Score -4748751 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4750569.000000 Penalty: 5224.025391
	Iteration 13F: 3 clusters Score -4750569 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4751600.000000 Penalty: 5224.025391
	Iteration 14Q: 3 clusters Score -4751600 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4751975.000000 Penalty: 5224.025391
	Iteration 15Q: 3 clusters Score -4751975 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4752160.000000 Penalty: 5224.025391
	Iteration 16Q: 3 clusters Score -4752160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4752252.500000 Penalty: 5224.025391
	Iteration 17Q: 3 clusters Score -4752252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4752309.000000 Penalty: 5224.025391
	Iteration 18Q: 3 clusters Score -4752309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4752333.000000 Penalty: 5224.025391
	Iteration 19Q: 3 clusters Score -4752333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4752344.500000 Penalty: 5224.025391
	Iteration 20F: 3 clusters Score -4752344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4752360.500000 Penalty: 5224.025391
	Iteration 21Q: 3 clusters Score -4752360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4752364.500000 Penalty: 5224.025391
	Iteration 22Q: 3 clusters Score -4752364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4752372.000000 Penalty: 5224.025391
	Iteration 23Q: 3 clusters Score -4752372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -4752377.000000 Penalty: 5224.025391
	Iteration 24Q: 3 clusters Score -4752377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4752384.000000 Penalty: 5224.025391
	Iteration 25Q: 3 clusters Score -4752384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4752386.000000 Penalty: 5224.025391
	Iteration 26Q: 3 clusters Score -4752386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4752386.000000 Penalty: 5224.025391
	Iteration 27Q: 3 clusters Score -4752386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4752389.000000 Penalty: 5224.025391
	Iteration 28Q: 3 clusters Score -4752389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4752389.000000 Penalty: 5224.025391
	Iteration 29F: 3 clusters Score -4752389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -1506718.375000 Penalty: 2323.609619
	Iteration 0F: 2 clusters Score -1506718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1497895.500000 Penalty: 4647.219238
	Iteration 0F: 3 clusters Score -1497896 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1500565.375000 Penalty: 4647.219238
	Iteration 1F: 3 clusters Score -1500565 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1500938.000000 Penalty: 4647.219238
	Iteration 2F: 3 clusters Score -1500938 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1501311.875000 Penalty: 4647.219238
	Iteration 3F: 3 clusters Score -1501312 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1501664.375000 Penalty: 4647.219238
	Iteration 4Q: 3 clusters Score -1501664 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1502054.375000 Penalty: 4647.219238
	Iteration 5Q: 3 clusters Score -1502054 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1502487.125000 Penalty: 4647.219238
	Iteration 6F: 3 clusters Score -1502487 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1502958.500000 Penalty: 4647.219238
	Iteration 7F: 3 clusters Score -1502958 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1503408.500000 Penalty: 4647.219238
	Iteration 8F: 3 clusters Score -1503408 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1503793.500000 Penalty: 4647.219238
	Iteration 9F: 3 clusters Score -1503794 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1504076.625000 Penalty: 4647.219238
	Iteration 10Q: 3 clusters Score -1504077 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1504255.500000 Penalty: 4647.219238
	Iteration 11Q: 3 clusters Score -1504256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1504362.000000 Penalty: 4647.219238
	Iteration 12Q: 3 clusters Score -1504362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1504443.250000 Penalty: 4647.219238
	Iteration 13Q: 3 clusters Score -1504443 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1504508.750000 Penalty: 4647.219238
	Iteration 14Q: 3 clusters Score -1504509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1504541.875000 Penalty: 4647.219238
	Iteration 15Q: 3 clusters Score -1504542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1504567.125000 Penalty: 4647.219238
	Iteration 16Q: 3 clusters Score -1504567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1504586.375000 Penalty: 4647.219238
	Iteration 17Q: 3 clusters Score -1504586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1504612.875000 Penalty: 4647.219238
	Iteration 18Q: 3 clusters Score -1504613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1504631.750000 Penalty: 4647.219238
	Iteration 19Q: 3 clusters Score -1504632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1504646.500000 Penalty: 4647.219238
	Iteration 20F: 3 clusters Score -1504646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1504662.375000 Penalty: 4647.219238
	Iteration 21Q: 3 clusters Score -1504662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1504682.000000 Penalty: 4647.219238
	Iteration 22Q: 3 clusters Score -1504682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1504693.500000 Penalty: 4647.219238
	Iteration 23Q: 3 clusters Score -1504694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1504713.125000 Penalty: 4647.219238
	Iteration 24Q: 3 clusters Score -1504713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1504731.875000 Penalty: 4647.219238
	Iteration 25Q: 3 clusters Score -1504732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1504749.125000 Penalty: 4647.219238
	Iteration 26Q: 3 clusters Score -1504749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1504761.750000 Penalty: 4647.219238
	Iteration 27Q: 3 clusters Score -1504762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1504773.375000 Penalty: 4647.219238
	Iteration 28Q: 3 clusters Score -1504773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1504788.750000 Penalty: 4647.219238
	Iteration 29Q: 3 clusters Score -1504789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1504803.750000 Penalty: 4647.219238
	Iteration 30Q: 3 clusters Score -1504804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1504817.125000 Penalty: 4647.219238
	Iteration 31Q: 3 clusters Score -1504817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1504826.000000 Penalty: 4647.219238
	Iteration 32Q: 3 clusters Score -1504826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1504833.625000 Penalty: 4647.219238
	Iteration 33Q: 3 clusters Score -1504834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1504846.500000 Penalty: 4647.219238
	Iteration 34Q: 3 clusters Score -1504846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1504853.000000 Penalty: 4647.219238
	Iteration 35Q: 3 clusters Score -1504853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1504867.375000 Penalty: 4647.219238
	Iteration 36Q: 3 clusters Score -1504867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1504870.875000 Penalty: 4647.219238
	Iteration 37Q: 3 clusters Score -1504871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1504888.875000 Penalty: 4647.219238
	Iteration 38Q: 3 clusters Score -1504889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1504897.500000 Penalty: 4647.219238
	Iteration 39Q: 3 clusters Score -1504898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1504900.250000 Penalty: 4647.219238
	Iteration 40F: 3 clusters Score -1504900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1504906.625000 Penalty: 4647.219238
	Iteration 41Q: 3 clusters Score -1504907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1504909.750000 Penalty: 4647.219238
	Iteration 42Q: 3 clusters Score -1504910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1504916.875000 Penalty: 4647.219238
	Iteration 43Q: 3 clusters Score -1504917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1504915.500000 Penalty: 4647.219238
	Iteration 44Q: 3 clusters Score -1504916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1504917.750000 Penalty: 4647.219238
	Iteration 45Q: 3 clusters Score -1504918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1504919.250000 Penalty: 4647.219238
	Iteration 46Q: 3 clusters Score -1504919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1504924.500000 Penalty: 4647.219238
	Iteration 47Q: 3 clusters Score -1504924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1504926.250000 Penalty: 4647.219238
	Iteration 48Q: 3 clusters Score -1504926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1504924.625000 Penalty: 4647.219238
	Iteration 49Q: 3 clusters Score -1504925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1504923.625000 Penalty: 4647.219238
	Iteration 50Q: 3 clusters Score -1504924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1504922.000000 Penalty: 4647.219238
	Iteration 51Q: 3 clusters Score -1504922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1504924.125000 Penalty: 4647.219238
	Iteration 52Q: 3 clusters Score -1504924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1504923.000000 Penalty: 4647.219238
	Iteration 53Q: 3 clusters Score -1504923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1504924.375000 Penalty: 4647.219238
	Iteration 54Q: 3 clusters Score -1504924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1504926.375000 Penalty: 4647.219238
	Iteration 55Q: 3 clusters Score -1504926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1504927.125000 Penalty: 4647.219238
	Iteration 56Q: 3 clusters Score -1504927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1504928.125000 Penalty: 4647.219238
	Iteration 57Q: 3 clusters Score -1504928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1504928.250000 Penalty: 4647.219238
	Iteration 58Q: 3 clusters Score -1504928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1504928.250000 Penalty: 4647.219238
	Iteration 59F: 3 clusters Score -1504928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Entering Unmasked Estep 
Score: -21386770.000000 Penalty: 2980.062744
	Iteration 0F: 2 clusters Score -2.138677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -21278488.000000 Penalty: 5960.125488
	Iteration 0F: 3 clusters Score -2.127849e+07 nChanged 79132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -21324838.000000 Penalty: 5960.125488
	Iteration 1F: 3 clusters Score -2.132484e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -21326612.000000 Penalty: 5960.125488
	Iteration 2Q: 3 clusters Score -2.132661e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -21329478.000000 Penalty: 5960.125488
	Iteration 3Q: 3 clusters Score -2.132948e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -21333386.000000 Penalty: 5960.125488
	Iteration 4Q: 3 clusters Score -2.133339e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -21338688.000000 Penalty: 5960.125488
	Iteration 5F: 3 clusters Score -2.133869e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111794 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -21345606.000000 Penalty: 5960.125488
	Iteration 6F: 3 clusters Score -2.134561e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -21353370.000000 Penalty: 5960.125488
	Iteration 7F: 3 clusters Score -2.135337e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -21361022.000000 Penalty: 5960.125488
	Iteration 8F: 3 clusters Score -2.136102e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -21367822.000000 Penalty: 5960.125488
	Iteration 9F: 3 clusters Score -2.136782e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -21373164.000000 Penalty: 5960.125488
	Iteration 10Q: 3 clusters Score -2.137316e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -21377182.000000 Penalty: 5960.125488
	Iteration 11Q: 3 clusters Score -2.137718e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -21379768.000000 Penalty: 5960.125488
	Iteration 12Q: 3 clusters Score -2.137977e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -21381494.000000 Penalty: 5960.125488
	Iteration 13Q: 3 clusters Score -2.138149e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -21382536.000000 Penalty: 5960.125488
	Iteration 14Q: 3 clusters Score -2.138254e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161088 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -21383146.000000 Penalty: 5960.125488
	Iteration 15Q: 3 clusters Score -2.138315e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21383520.000000 Penalty: 5960.125488
	Iteration 16Q: 3 clusters Score -2.138352e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21383800.000000 Penalty: 5960.125488
	Iteration 17Q: 3 clusters Score -2.13838e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -21383994.000000 Penalty: 5960.125488
	Iteration 18Q: 3 clusters Score -2.138399e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163121 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21384096.000000 Penalty: 5960.125488
	Iteration 19Q: 3 clusters Score -2.13841e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163311 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21384152.000000 Penalty: 5960.125488
	Iteration 20F: 3 clusters Score -2.138415e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21384174.000000 Penalty: 5960.125488
	Iteration 21Q: 3 clusters Score -2.138417e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21384270.000000 Penalty: 5960.125488
	Iteration 22Q: 3 clusters Score -2.138427e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -21384304.000000 Penalty: 5960.125488
	Iteration 23Q: 3 clusters Score -2.13843e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21384322.000000 Penalty: 5960.125488
	Iteration 24Q: 3 clusters Score -2.138432e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21384314.000000 Penalty: 5960.125488
	Iteration 25Q: 3 clusters Score -2.138431e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21384310.000000 Penalty: 5960.125488
	Iteration 26Q: 3 clusters Score -2.138431e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -21384308.000000 Penalty: 5960.125488
	Iteration 27Q: 3 clusters Score -2.138431e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -21384298.000000 Penalty: 5960.125488
	Iteration 28Q: 3 clusters Score -2.13843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21384304.000000 Penalty: 5960.125488
	Iteration 29Q: 3 clusters Score -2.13843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21384310.000000 Penalty: 5960.125488
	Iteration 30Q: 3 clusters Score -2.138431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21384316.000000 Penalty: 5960.125488
	Iteration 31Q: 3 clusters Score -2.138432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164006 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21384310.000000 Penalty: 5960.125488
	Iteration 32Q: 3 clusters Score -2.138431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21384310.000000 Penalty: 5960.125488
	Iteration 33Q: 3 clusters Score -2.138431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21384320.000000 Penalty: 5960.125488
	Iteration 34Q: 3 clusters Score -2.138432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164053 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21384314.000000 Penalty: 5960.125488
	Iteration 35Q: 3 clusters Score -2.138431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21384320.000000 Penalty: 5960.125488
	Iteration 36Q: 3 clusters Score -2.138432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21384322.000000 Penalty: 5960.125488
	Iteration 37Q: 3 clusters Score -2.138432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21384340.000000 Penalty: 5960.125488
	Iteration 38Q: 3 clusters Score -2.138434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21384378.000000 Penalty: 5960.125488
	Iteration 39Q: 3 clusters Score -2.138438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21384352.000000 Penalty: 5960.125488
	Iteration 40F: 3 clusters Score -2.138435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21384342.000000 Penalty: 5960.125488
	Iteration 41Q: 3 clusters Score -2.138434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164139 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21384360.000000 Penalty: 5960.125488
	Iteration 42Q: 3 clusters Score -2.138436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21384372.000000 Penalty: 5960.125488
	Iteration 43Q: 3 clusters Score -2.138437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21384384.000000 Penalty: 5960.125488
	Iteration 44Q: 3 clusters Score -2.138438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21384366.000000 Penalty: 5960.125488
	Iteration 45Q: 3 clusters Score -2.138437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21384386.000000 Penalty: 5960.125488
	Iteration 46Q: 3 clusters Score -2.138439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21384386.000000 Penalty: 5960.125488
	Iteration 47Q: 3 clusters Score -2.138439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164196 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21384390.000000 Penalty: 5960.125488
	Iteration 48Q: 3 clusters Score -2.138439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21384392.000000 Penalty: 5960.125488
	Iteration 49Q: 3 clusters Score -2.138439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21384404.000000 Penalty: 5960.125488
	Iteration 50Q: 3 clusters Score -2.13844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164215 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21384412.000000 Penalty: 5960.125488
	Iteration 51Q: 3 clusters Score -2.138441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21384418.000000 Penalty: 5960.125488
	Iteration 52Q: 3 clusters Score -2.138442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21384418.000000 Penalty: 5960.125488
	Iteration 53Q: 3 clusters Score -2.138442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21384404.000000 Penalty: 5960.125488
	Iteration 54Q: 3 clusters Score -2.13844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164234 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21384418.000000 Penalty: 5960.125488
	Iteration 55Q: 3 clusters Score -2.138442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21384422.000000 Penalty: 5960.125488
	Iteration 56Q: 3 clusters Score -2.138442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21384436.000000 Penalty: 5960.125488
	Iteration 57Q: 3 clusters Score -2.138444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21384424.000000 Penalty: 5960.125488
	Iteration 58Q: 3 clusters Score -2.138442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21384424.000000 Penalty: 5960.125488
	Iteration 59F: 3 clusters Score -2.138442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (171053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171053 members 
Entering Unmasked Estep 
Score: -22142318.000000 Penalty: 2988.332520
	Iteration 0F: 2 clusters Score -2.214232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -22031574.000000 Penalty: 5976.665039
	Iteration 0F: 3 clusters Score -2.203157e+07 nChanged 81696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -22079138.000000 Penalty: 5976.665039
	Iteration 1F: 3 clusters Score -2.207914e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -22080436.000000 Penalty: 5976.665039
	Iteration 2Q: 3 clusters Score -2.208044e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -22082126.000000 Penalty: 5976.665039
	Iteration 3Q: 3 clusters Score -2.208213e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -22083948.000000 Penalty: 5976.665039
	Iteration 4Q: 3 clusters Score -2.208395e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -22086706.000000 Penalty: 5976.665039
	Iteration 5Q: 3 clusters Score -2.208671e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -22090648.000000 Penalty: 5976.665039
	Iteration 6Q: 3 clusters Score -2.209065e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -22096890.000000 Penalty: 5976.665039
	Iteration 7F: 3 clusters Score -2.209689e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -22105250.000000 Penalty: 5976.665039
	Iteration 8F: 3 clusters Score -2.210525e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -22115602.000000 Penalty: 5976.665039
	Iteration 9F: 3 clusters Score -2.21156e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 146050 members 
Entering Unmasked Estep 
Score: -22124810.000000 Penalty: 5976.665039
	Iteration 10F: 3 clusters Score -2.212481e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -22131242.000000 Penalty: 5976.665039
	Iteration 11Q: 3 clusters Score -2.213124e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -22135160.000000 Penalty: 5976.665039
	Iteration 12Q: 3 clusters Score -2.213516e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -22137388.000000 Penalty: 5976.665039
	Iteration 13Q: 3 clusters Score -2.213739e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -22138522.000000 Penalty: 5976.665039
	Iteration 14Q: 3 clusters Score -2.213852e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -22139134.000000 Penalty: 5976.665039
	Iteration 15Q: 3 clusters Score -2.213913e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -22139470.000000 Penalty: 5976.665039
	Iteration 16Q: 3 clusters Score -2.213947e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -22139712.000000 Penalty: 5976.665039
	Iteration 17Q: 3 clusters Score -2.213971e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -22139870.000000 Penalty: 5976.665039
	Iteration 18Q: 3 clusters Score -2.213987e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -22139996.000000 Penalty: 5976.665039
	Iteration 19Q: 3 clusters Score -2.214e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 169129 members 
Entering Unmasked Estep 
Score: -22140020.000000 Penalty: 5976.665039
	Iteration 20F: 3 clusters Score -2.214002e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -22140066.000000 Penalty: 5976.665039
	Iteration 21Q: 3 clusters Score -2.214007e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 169380 members 
Entering Unmasked Estep 
Score: -22140056.000000 Penalty: 5976.665039
	Iteration 22Q: 3 clusters Score -2.214006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -22140062.000000 Penalty: 5976.665039
	Iteration 23Q: 3 clusters Score -2.214006e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 169493 members 
Entering Unmasked Estep 
Score: -22140076.000000 Penalty: 5976.665039
	Iteration 24Q: 3 clusters Score -2.214008e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169541 members 
Entering Unmasked Estep 
Score: -22140092.000000 Penalty: 5976.665039
	Iteration 25Q: 3 clusters Score -2.214009e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -22140102.000000 Penalty: 5976.665039
	Iteration 26Q: 3 clusters Score -2.21401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 169612 members 
Entering Unmasked Estep 
Score: -22140102.000000 Penalty: 5976.665039
	Iteration 27Q: 3 clusters Score -2.21401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -22140086.000000 Penalty: 5976.665039
	Iteration 28Q: 3 clusters Score -2.214009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -22140092.000000 Penalty: 5976.665039
	Iteration 29Q: 3 clusters Score -2.214009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 169684 members 
Entering Unmasked Estep 
Score: -22140096.000000 Penalty: 5976.665039
	Iteration 30Q: 3 clusters Score -2.21401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -22140108.000000 Penalty: 5976.665039
	Iteration 31Q: 3 clusters Score -2.214011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 169716 members 
Entering Unmasked Estep 
Score: -22140132.000000 Penalty: 5976.665039
	Iteration 32Q: 3 clusters Score -2.214013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 169738 members 
Entering Unmasked Estep 
Score: -22140128.000000 Penalty: 5976.665039
	Iteration 33Q: 3 clusters Score -2.214013e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 169763 members 
Entering Unmasked Estep 
Score: -22140106.000000 Penalty: 5976.665039
	Iteration 34Q: 3 clusters Score -2.214011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -22140114.000000 Penalty: 5976.665039
	Iteration 35Q: 3 clusters Score -2.214011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 169796 members 
Entering Unmasked Estep 
Score: -22140116.000000 Penalty: 5976.665039
	Iteration 36Q: 3 clusters Score -2.214012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -22140112.000000 Penalty: 5976.665039
	Iteration 37Q: 3 clusters Score -2.214011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -22140116.000000 Penalty: 5976.665039
	Iteration 38Q: 3 clusters Score -2.214012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 169847 members 
Entering Unmasked Estep 
Score: -22140112.000000 Penalty: 5976.665039
	Iteration 39Q: 3 clusters Score -2.214011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -22140124.000000 Penalty: 5976.665039
	Iteration 40F: 3 clusters Score -2.214012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -22140146.000000 Penalty: 5976.665039
	Iteration 41Q: 3 clusters Score -2.214015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -22140146.000000 Penalty: 5976.665039
	Iteration 42Q: 3 clusters Score -2.214015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -22140132.000000 Penalty: 5976.665039
	Iteration 43Q: 3 clusters Score -2.214013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -22140134.000000 Penalty: 5976.665039
	Iteration 44Q: 3 clusters Score -2.214013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -22140144.000000 Penalty: 5976.665039
	Iteration 45Q: 3 clusters Score -2.214014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -22140144.000000 Penalty: 5976.665039
	Iteration 46Q: 3 clusters Score -2.214014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169915 members 
Entering Unmasked Estep 
Score: -22140150.000000 Penalty: 5976.665039
	Iteration 47Q: 3 clusters Score -2.214015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -22140140.000000 Penalty: 5976.665039
	Iteration 48Q: 3 clusters Score -2.214014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -22140142.000000 Penalty: 5976.665039
	Iteration 49Q: 3 clusters Score -2.214014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -22140146.000000 Penalty: 5976.665039
	Iteration 50Q: 3 clusters Score -2.214015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -22140144.000000 Penalty: 5976.665039
	Iteration 51Q: 3 clusters Score -2.214014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -22140150.000000 Penalty: 5976.665039
	Iteration 52Q: 3 clusters Score -2.214015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -22140144.000000 Penalty: 5976.665039
	Iteration 53Q: 3 clusters Score -2.214014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -22140156.000000 Penalty: 5976.665039
	Iteration 54Q: 3 clusters Score -2.214016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -22140146.000000 Penalty: 5976.665039
	Iteration 55Q: 3 clusters Score -2.214015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -22140142.000000 Penalty: 5976.665039
	Iteration 56Q: 3 clusters Score -2.214014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -22140140.000000 Penalty: 5976.665039
	Iteration 57Q: 3 clusters Score -2.214014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 58Q: 3 clusters Score -2.214015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 59Q: 3 clusters Score -2.214015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 169993 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 60F: 3 clusters Score -2.214015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 61Q: 3 clusters Score -2.214015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 62Q: 3 clusters Score -2.214015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -22140154.000000 Penalty: 5976.665039
	Iteration 63Q: 3 clusters Score -2.214015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -22140156.000000 Penalty: 5976.665039
	Iteration 64Q: 3 clusters Score -2.214016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -22140156.000000 Penalty: 5976.665039
	Iteration 65Q: 3 clusters Score -2.214016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -22140152.000000 Penalty: 5976.665039
	Iteration 66Q: 3 clusters Score -2.214015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -22140156.000000 Penalty: 5976.665039
	Iteration 67Q: 3 clusters Score -2.214016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -22140164.000000 Penalty: 5976.665039
	Iteration 68Q: 3 clusters Score -2.214016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 169994 members 
Entering Unmasked Estep 
Score: -22140166.000000 Penalty: 5976.665039
	Iteration 69Q: 3 clusters Score -2.214017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 169994 members 
Entering Unmasked Estep 
Score: -22140166.000000 Penalty: 5976.665039
	Iteration 70Q: 3 clusters Score -2.214017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -22140164.000000 Penalty: 5976.665039
	Iteration 71Q: 3 clusters Score -2.214016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -22140164.000000 Penalty: 5976.665039
	Iteration 72Q: 3 clusters Score -2.214016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -22140164.000000 Penalty: 5976.665039
	Iteration 73F: 3 clusters Score -2.214016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159845 members 
Entering Unmasked Estep 
Score: -20519408.000000 Penalty: 2971.526123
	Iteration 0F: 2 clusters Score -2.051941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -20412580.000000 Penalty: 5943.052246
	Iteration 0F: 3 clusters Score -2.041258e+07 nChanged 76474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -20458414.000000 Penalty: 5943.052246
	Iteration 1F: 3 clusters Score -2.045841e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -20460456.000000 Penalty: 5943.052246
	Iteration 2Q: 3 clusters Score -2.046046e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -20463380.000000 Penalty: 5943.052246
	Iteration 3Q: 3 clusters Score -2.046338e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -20466972.000000 Penalty: 5943.052246
	Iteration 4Q: 3 clusters Score -2.046697e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -20471824.000000 Penalty: 5943.052246
	Iteration 5F: 3 clusters Score -2.047182e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -20477552.000000 Penalty: 5943.052246
	Iteration 6F: 3 clusters Score -2.047755e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -20483844.000000 Penalty: 5943.052246
	Iteration 7F: 3 clusters Score -2.048384e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -20489358.000000 Penalty: 5943.052246
	Iteration 8F: 3 clusters Score -2.048936e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -20493364.000000 Penalty: 5943.052246
	Iteration 9Q: 3 clusters Score -2.049336e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -20494930.000000 Penalty: 5943.052246
	Iteration 10Q: 3 clusters Score -2.049493e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -20495774.000000 Penalty: 5943.052246
	Iteration 11Q: 3 clusters Score -2.049577e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -20496166.000000 Penalty: 5943.052246
	Iteration 12Q: 3 clusters Score -2.049617e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -20496500.000000 Penalty: 5943.052246
	Iteration 13Q: 3 clusters Score -2.04965e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -20496834.000000 Penalty: 5943.052246
	Iteration 14Q: 3 clusters Score -2.049683e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -20497052.000000 Penalty: 5943.052246
	Iteration 15Q: 3 clusters Score -2.049705e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -20497324.000000 Penalty: 5943.052246
	Iteration 16Q: 3 clusters Score -2.049732e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -20497622.000000 Penalty: 5943.052246
	Iteration 17Q: 3 clusters Score -2.049762e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -20497954.000000 Penalty: 5943.052246
	Iteration 18Q: 3 clusters Score -2.049795e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -20498314.000000 Penalty: 5943.052246
	Iteration 19Q: 3 clusters Score -2.049831e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -20498714.000000 Penalty: 5943.052246
	Iteration 20F: 3 clusters Score -2.049871e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -20499158.000000 Penalty: 5943.052246
	Iteration 21Q: 3 clusters Score -2.049916e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -20499418.000000 Penalty: 5943.052246
	Iteration 22Q: 3 clusters Score -2.049942e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -20499910.000000 Penalty: 5943.052246
	Iteration 23Q: 3 clusters Score -2.049991e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -20500474.000000 Penalty: 5943.052246
	Iteration 24Q: 3 clusters Score -2.050047e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -20501022.000000 Penalty: 5943.052246
	Iteration 25Q: 3 clusters Score -2.050102e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 113551 members 
Entering Unmasked Estep 
Score: -20501646.000000 Penalty: 5943.052246
	Iteration 26Q: 3 clusters Score -2.050165e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -20502188.000000 Penalty: 5943.052246
	Iteration 27Q: 3 clusters Score -2.050219e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -20502886.000000 Penalty: 5943.052246
	Iteration 28Q: 3 clusters Score -2.050289e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -20503588.000000 Penalty: 5943.052246
	Iteration 29Q: 3 clusters Score -2.050359e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 122920 members 
Entering Unmasked Estep 
Score: -20504572.000000 Penalty: 5943.052246
	Iteration 30Q: 3 clusters Score -2.050457e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -20505650.000000 Penalty: 5943.052246
	Iteration 31Q: 3 clusters Score -2.050565e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -20506396.000000 Penalty: 5943.052246
	Iteration 32Q: 3 clusters Score -2.05064e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 130717 members 
Entering Unmasked Estep 
Score: -20507198.000000 Penalty: 5943.052246
	Iteration 33Q: 3 clusters Score -2.05072e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -20508142.000000 Penalty: 5943.052246
	Iteration 34Q: 3 clusters Score -2.050814e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -20509176.000000 Penalty: 5943.052246
	Iteration 35Q: 3 clusters Score -2.050918e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 138174 members 
Entering Unmasked Estep 
Score: -20510132.000000 Penalty: 5943.052246
	Iteration 36Q: 3 clusters Score -2.051013e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -20511104.000000 Penalty: 5943.052246
	Iteration 37Q: 3 clusters Score -2.05111e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -20512148.000000 Penalty: 5943.052246
	Iteration 38Q: 3 clusters Score -2.051215e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -20512948.000000 Penalty: 5943.052246
	Iteration 39Q: 3 clusters Score -2.051295e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -20513770.000000 Penalty: 5943.052246
	Iteration 40F: 3 clusters Score -2.051377e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 148174 members 
Entering Unmasked Estep 
Score: -20514608.000000 Penalty: 5943.052246
	Iteration 41Q: 3 clusters Score -2.051461e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -20515326.000000 Penalty: 5943.052246
	Iteration 42Q: 3 clusters Score -2.051533e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -20515922.000000 Penalty: 5943.052246
	Iteration 43Q: 3 clusters Score -2.051592e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -20516376.000000 Penalty: 5943.052246
	Iteration 44Q: 3 clusters Score -2.051638e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -20516762.000000 Penalty: 5943.052246
	Iteration 45Q: 3 clusters Score -2.051676e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -20516976.000000 Penalty: 5943.052246
	Iteration 46Q: 3 clusters Score -2.051698e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -20517146.000000 Penalty: 5943.052246
	Iteration 47Q: 3 clusters Score -2.051715e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -20517300.000000 Penalty: 5943.052246
	Iteration 48Q: 3 clusters Score -2.05173e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -20517426.000000 Penalty: 5943.052246
	Iteration 49Q: 3 clusters Score -2.051743e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -20517516.000000 Penalty: 5943.052246
	Iteration 50Q: 3 clusters Score -2.051752e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 155837 members 
Entering Unmasked Estep 
Score: -20517568.000000 Penalty: 5943.052246
	Iteration 51Q: 3 clusters Score -2.051757e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -20517652.000000 Penalty: 5943.052246
	Iteration 52Q: 3 clusters Score -2.051765e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -20517724.000000 Penalty: 5943.052246
	Iteration 53Q: 3 clusters Score -2.051772e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -20517702.000000 Penalty: 5943.052246
	Iteration 54Q: 3 clusters Score -2.05177e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -20517720.000000 Penalty: 5943.052246
	Iteration 55Q: 3 clusters Score -2.051772e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 156512 members 
Entering Unmasked Estep 
Score: -20517724.000000 Penalty: 5943.052246
	Iteration 56Q: 3 clusters Score -2.051772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 156561 members 
Entering Unmasked Estep 
Score: -20517760.000000 Penalty: 5943.052246
	Iteration 57Q: 3 clusters Score -2.051776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -20517742.000000 Penalty: 5943.052246
	Iteration 58Q: 3 clusters Score -2.051774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -20517732.000000 Penalty: 5943.052246
	Iteration 59Q: 3 clusters Score -2.051773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -20517766.000000 Penalty: 5943.052246
	Iteration 60F: 3 clusters Score -2.051777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -20517744.000000 Penalty: 5943.052246
	Iteration 61Q: 3 clusters Score -2.051774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -20517756.000000 Penalty: 5943.052246
	Iteration 62Q: 3 clusters Score -2.051776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -20517766.000000 Penalty: 5943.052246
	Iteration 63Q: 3 clusters Score -2.051777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -20517762.000000 Penalty: 5943.052246
	Iteration 64Q: 3 clusters Score -2.051776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -20517766.000000 Penalty: 5943.052246
	Iteration 65Q: 3 clusters Score -2.051777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -20517760.000000 Penalty: 5943.052246
	Iteration 66Q: 3 clusters Score -2.051776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 156861 members 
Entering Unmasked Estep 
Score: -20517758.000000 Penalty: 5943.052246
	Iteration 67Q: 3 clusters Score -2.051776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -20517758.000000 Penalty: 5943.052246
	Iteration 68Q: 3 clusters Score -2.051776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -20517754.000000 Penalty: 5943.052246
	Iteration 69Q: 3 clusters Score -2.051775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -20517758.000000 Penalty: 5943.052246
	Iteration 70Q: 3 clusters Score -2.051776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -20517764.000000 Penalty: 5943.052246
	Iteration 71Q: 3 clusters Score -2.051776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 156920 members 
Entering Unmasked Estep 
Score: -20517764.000000 Penalty: 5943.052246
	Iteration 72Q: 3 clusters Score -2.051776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -20517768.000000 Penalty: 5943.052246
	Iteration 73Q: 3 clusters Score -2.051777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -20517768.000000 Penalty: 5943.052246
	Iteration 74Q: 3 clusters Score -2.051777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -20517778.000000 Penalty: 5943.052246
	Iteration 75Q: 3 clusters Score -2.051778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -20517774.000000 Penalty: 5943.052246
	Iteration 76Q: 3 clusters Score -2.051777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 156936 members 
Entering Unmasked Estep 
Score: -20517778.000000 Penalty: 5943.052246
	Iteration 77Q: 3 clusters Score -2.051778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -20517780.000000 Penalty: 5943.052246
	Iteration 78Q: 3 clusters Score -2.051778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -20517784.000000 Penalty: 5943.052246
	Iteration 79Q: 3 clusters Score -2.051778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -20517778.000000 Penalty: 5943.052246
	Iteration 80F: 3 clusters Score -2.051778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 156955 members 
Entering Unmasked Estep 
Score: -20517788.000000 Penalty: 5943.052246
	Iteration 81Q: 3 clusters Score -2.051779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -20517784.000000 Penalty: 5943.052246
	Iteration 82Q: 3 clusters Score -2.051778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -20517812.000000 Penalty: 5943.052246
	Iteration 83Q: 3 clusters Score -2.051781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 156973 members 
Entering Unmasked Estep 
Score: -20517818.000000 Penalty: 5943.052246
	Iteration 84Q: 3 clusters Score -2.051782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -20517820.000000 Penalty: 5943.052246
	Iteration 85Q: 3 clusters Score -2.051782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 156982 members 
Entering Unmasked Estep 
Score: -20517818.000000 Penalty: 5943.052246
	Iteration 86Q: 3 clusters Score -2.051782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -20517808.000000 Penalty: 5943.052246
	Iteration 87Q: 3 clusters Score -2.051781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -20517806.000000 Penalty: 5943.052246
	Iteration 88Q: 3 clusters Score -2.051781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -20517810.000000 Penalty: 5943.052246
	Iteration 89Q: 3 clusters Score -2.051781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -20517812.000000 Penalty: 5943.052246
	Iteration 90Q: 3 clusters Score -2.051781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20517814.000000 Penalty: 5943.052246
	Iteration 91Q: 3 clusters Score -2.051781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20517808.000000 Penalty: 5943.052246
	Iteration 92Q: 3 clusters Score -2.051781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20517808.000000 Penalty: 5943.052246
	Iteration 93F: 3 clusters Score -2.051781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194102 members 
Entering Unmasked Estep 
Score: -24853350.000000 Penalty: 3019.682373
	Iteration 0F: 2 clusters Score -2.485335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -24725394.000000 Penalty: 6039.364746
	Iteration 0F: 3 clusters Score -2.472539e+07 nChanged 93218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -24779952.000000 Penalty: 6039.364746
	Iteration 1F: 3 clusters Score -2.477995e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -24780852.000000 Penalty: 6039.364746
	Iteration 2Q: 3 clusters Score -2.478085e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -24781916.000000 Penalty: 6039.364746
	Iteration 3Q: 3 clusters Score -2.478192e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -24783590.000000 Penalty: 6039.364746
	Iteration 4Q: 3 clusters Score -2.478359e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -24786508.000000 Penalty: 6039.364746
	Iteration 5Q: 3 clusters Score -2.478651e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -24791904.000000 Penalty: 6039.364746
	Iteration 6F: 3 clusters Score -2.47919e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 137299 members 
Entering Unmasked Estep 
Score: -24801104.000000 Penalty: 6039.364746
	Iteration 7F: 3 clusters Score -2.48011e+07 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -24814088.000000 Penalty: 6039.364746
	Iteration 8F: 3 clusters Score -2.481409e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -24827708.000000 Penalty: 6039.364746
	Iteration 9F: 3 clusters Score -2.482771e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -24838432.000000 Penalty: 6039.364746
	Iteration 10F: 3 clusters Score -2.483843e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 186651 members 
Entering Unmasked Estep 
Score: -24844958.000000 Penalty: 6039.364746
	Iteration 11Q: 3 clusters Score -2.484496e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 190825 members 
Entering Unmasked Estep 
Score: -24848314.000000 Penalty: 6039.364746
	Iteration 12Q: 3 clusters Score -2.484831e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -24849808.000000 Penalty: 6039.364746
	Iteration 13Q: 3 clusters Score -2.484981e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 193457 members 
Entering Unmasked Estep 
Score: -24850328.000000 Penalty: 6039.364746
	Iteration 14Q: 3 clusters Score -2.485033e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 193685 members 
Entering Unmasked Estep 
Score: -24850546.000000 Penalty: 6039.364746
	Iteration 15Q: 3 clusters Score -2.485055e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193760 members 
Entering Unmasked Estep 
Score: -24850630.000000 Penalty: 6039.364746
	Iteration 16Q: 3 clusters Score -2.485063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -24850652.000000 Penalty: 6039.364746
	Iteration 17Q: 3 clusters Score -2.485065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 193814 members 
Entering Unmasked Estep 
Score: -24850674.000000 Penalty: 6039.364746
	Iteration 18Q: 3 clusters Score -2.485067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -24850700.000000 Penalty: 6039.364746
	Iteration 19Q: 3 clusters Score -2.48507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 193833 members 
Entering Unmasked Estep 
Score: -24850706.000000 Penalty: 6039.364746
	Iteration 20F: 3 clusters Score -2.485071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 193838 members 
Entering Unmasked Estep 
Score: -24850714.000000 Penalty: 6039.364746
	Iteration 21Q: 3 clusters Score -2.485071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193843 members 
Entering Unmasked Estep 
Score: -24850714.000000 Penalty: 6039.364746
	Iteration 22Q: 3 clusters Score -2.485071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193847 members 
Entering Unmasked Estep 
Score: -24850718.000000 Penalty: 6039.364746
	Iteration 23Q: 3 clusters Score -2.485072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193848 members 
Entering Unmasked Estep 
Score: -24850734.000000 Penalty: 6039.364746
	Iteration 24Q: 3 clusters Score -2.485073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 193850 members 
Entering Unmasked Estep 
Score: -24850728.000000 Penalty: 6039.364746
	Iteration 25Q: 3 clusters Score -2.485073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193852 members 
Entering Unmasked Estep 
Score: -24850728.000000 Penalty: 6039.364746
	Iteration 26Q: 3 clusters Score -2.485073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193854 members 
Entering Unmasked Estep 
Score: -24850740.000000 Penalty: 6039.364746
	Iteration 27Q: 3 clusters Score -2.485074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 193856 members 
Entering Unmasked Estep 
Score: -24850744.000000 Penalty: 6039.364746
	Iteration 28Q: 3 clusters Score -2.485074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 193857 members 
Entering Unmasked Estep 
Score: -24850734.000000 Penalty: 6039.364746
	Iteration 29Q: 3 clusters Score -2.485073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 193857 members 
Entering Unmasked Estep 
Score: -24850734.000000 Penalty: 6039.364746
	Iteration 30F: 3 clusters Score -2.485073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Entering Unmasked Estep 
Score: -21640796.000000 Penalty: 2982.597900
	Iteration 0F: 2 clusters Score -2.16408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -21529636.000000 Penalty: 5965.195801
	Iteration 0F: 3 clusters Score -2.152964e+07 nChanged 80093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -21575640.000000 Penalty: 5965.195801
	Iteration 1F: 3 clusters Score -2.157564e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -21576778.000000 Penalty: 5965.195801
	Iteration 2Q: 3 clusters Score -2.157678e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -21577518.000000 Penalty: 5965.195801
	Iteration 3Q: 3 clusters Score -2.157752e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -21578240.000000 Penalty: 5965.195801
	Iteration 4Q: 3 clusters Score -2.157824e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -21579270.000000 Penalty: 5965.195801
	Iteration 5Q: 3 clusters Score -2.157927e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -21580634.000000 Penalty: 5965.195801
	Iteration 6Q: 3 clusters Score -2.158063e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -21582492.000000 Penalty: 5965.195801
	Iteration 7Q: 3 clusters Score -2.158249e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -21585504.000000 Penalty: 5965.195801
	Iteration 8Q: 3 clusters Score -2.15855e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -21589744.000000 Penalty: 5965.195801
	Iteration 9Q: 3 clusters Score -2.158974e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -21595738.000000 Penalty: 5965.195801
	Iteration 10F: 3 clusters Score -2.159574e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -21603684.000000 Penalty: 5965.195801
	Iteration 11F: 3 clusters Score -2.160368e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -21611100.000000 Penalty: 5965.195801
	Iteration 12F: 3 clusters Score -2.16111e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -21616672.000000 Penalty: 5965.195801
	Iteration 13Q: 3 clusters Score -2.161667e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132199 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -21620156.000000 Penalty: 5965.195801
	Iteration 14Q: 3 clusters Score -2.162016e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -21622562.000000 Penalty: 5965.195801
	Iteration 15Q: 3 clusters Score -2.162256e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -21624356.000000 Penalty: 5965.195801
	Iteration 16Q: 3 clusters Score -2.162436e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -21626196.000000 Penalty: 5965.195801
	Iteration 17Q: 3 clusters Score -2.16262e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146205 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -21627824.000000 Penalty: 5965.195801
	Iteration 18Q: 3 clusters Score -2.162782e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -21629410.000000 Penalty: 5965.195801
	Iteration 19Q: 3 clusters Score -2.162941e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -21631208.000000 Penalty: 5965.195801
	Iteration 20F: 3 clusters Score -2.163121e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -21632776.000000 Penalty: 5965.195801
	Iteration 21Q: 3 clusters Score -2.163278e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -21634158.000000 Penalty: 5965.195801
	Iteration 22Q: 3 clusters Score -2.163416e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -21635230.000000 Penalty: 5965.195801
	Iteration 23Q: 3 clusters Score -2.163523e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -21635992.000000 Penalty: 5965.195801
	Iteration 24Q: 3 clusters Score -2.163599e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -21636508.000000 Penalty: 5965.195801
	Iteration 25Q: 3 clusters Score -2.163651e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21637056.000000 Penalty: 5965.195801
	Iteration 26Q: 3 clusters Score -2.163706e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21637392.000000 Penalty: 5965.195801
	Iteration 27Q: 3 clusters Score -2.163739e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21637710.000000 Penalty: 5965.195801
	Iteration 28Q: 3 clusters Score -2.163771e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21637870.000000 Penalty: 5965.195801
	Iteration 29Q: 3 clusters Score -2.163787e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21637926.000000 Penalty: 5965.195801
	Iteration 30Q: 3 clusters Score -2.163793e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21637966.000000 Penalty: 5965.195801
	Iteration 31Q: 3 clusters Score -2.163797e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21638104.000000 Penalty: 5965.195801
	Iteration 32Q: 3 clusters Score -2.16381e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21638126.000000 Penalty: 5965.195801
	Iteration 33Q: 3 clusters Score -2.163813e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21638166.000000 Penalty: 5965.195801
	Iteration 34Q: 3 clusters Score -2.163817e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21638170.000000 Penalty: 5965.195801
	Iteration 35Q: 3 clusters Score -2.163817e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21638224.000000 Penalty: 5965.195801
	Iteration 36Q: 3 clusters Score -2.163822e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21638236.000000 Penalty: 5965.195801
	Iteration 37Q: 3 clusters Score -2.163824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21638218.000000 Penalty: 5965.195801
	Iteration 38Q: 3 clusters Score -2.163822e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21638230.000000 Penalty: 5965.195801
	Iteration 39Q: 3 clusters Score -2.163823e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21638240.000000 Penalty: 5965.195801
	Iteration 40F: 3 clusters Score -2.163824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165917 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21638280.000000 Penalty: 5965.195801
	Iteration 41Q: 3 clusters Score -2.163828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21638292.000000 Penalty: 5965.195801
	Iteration 42Q: 3 clusters Score -2.163829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21638350.000000 Penalty: 5965.195801
	Iteration 43Q: 3 clusters Score -2.163835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21638336.000000 Penalty: 5965.195801
	Iteration 44Q: 3 clusters Score -2.163834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21638350.000000 Penalty: 5965.195801
	Iteration 45Q: 3 clusters Score -2.163835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21638378.000000 Penalty: 5965.195801
	Iteration 46Q: 3 clusters Score -2.163838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166063 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21638382.000000 Penalty: 5965.195801
	Iteration 47Q: 3 clusters Score -2.163838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166070 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21638350.000000 Penalty: 5965.195801
	Iteration 48Q: 3 clusters Score -2.163835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166075 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21638366.000000 Penalty: 5965.195801
	Iteration 49Q: 3 clusters Score -2.163837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -21638364.000000 Penalty: 5965.195801
	Iteration 50Q: 3 clusters Score -2.163836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21638376.000000 Penalty: 5965.195801
	Iteration 51Q: 3 clusters Score -2.163838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21638374.000000 Penalty: 5965.195801
	Iteration 52Q: 3 clusters Score -2.163837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -21638398.000000 Penalty: 5965.195801
	Iteration 53Q: 3 clusters Score -2.16384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21638394.000000 Penalty: 5965.195801
	Iteration 54Q: 3 clusters Score -2.163839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5965.195801
	Iteration 55Q: 3 clusters Score -2.163841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166131 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21638382.000000 Penalty: 5965.195801
	Iteration 56Q: 3 clusters Score -2.163838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21638404.000000 Penalty: 5965.195801
	Iteration 57Q: 3 clusters Score -2.16384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21638392.000000 Penalty: 5965.195801
	Iteration 58Q: 3 clusters Score -2.163839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166146 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21638386.000000 Penalty: 5965.195801
	Iteration 59Q: 3 clusters Score -2.163839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21638398.000000 Penalty: 5965.195801
	Iteration 60F: 3 clusters Score -2.16384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166158 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21638402.000000 Penalty: 5965.195801
	Iteration 61Q: 3 clusters Score -2.16384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5965.195801
	Iteration 62Q: 3 clusters Score -2.163841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21638400.000000 Penalty: 5965.195801
	Iteration 63Q: 3 clusters Score -2.16384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21638408.000000 Penalty: 5965.195801
	Iteration 64Q: 3 clusters Score -2.163841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21638408.000000 Penalty: 5965.195801
	Iteration 65Q: 3 clusters Score -2.163841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5965.195801
	Iteration 66Q: 3 clusters Score -2.163841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166167 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21638420.000000 Penalty: 5965.195801
	Iteration 67Q: 3 clusters Score -2.163842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21638404.000000 Penalty: 5965.195801
	Iteration 68Q: 3 clusters Score -2.16384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5965.195801
	Iteration 69Q: 3 clusters Score -2.163841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5965.195801
	Iteration 70F: 3 clusters Score -2.163841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (171485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Entering Unmasked Estep 
Score: -22096106.000000 Penalty: 2988.958252
	Iteration 0F: 2 clusters Score -2.209611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -21983122.000000 Penalty: 5977.916504
	Iteration 0F: 3 clusters Score -2.198312e+07 nChanged 82025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 85927 members 
Entering Unmasked Estep 
Score: -22031276.000000 Penalty: 5977.916504
	Iteration 1F: 3 clusters Score -2.203128e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -22032276.000000 Penalty: 5977.916504
	Iteration 2Q: 3 clusters Score -2.203228e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -22033630.000000 Penalty: 5977.916504
	Iteration 3Q: 3 clusters Score -2.203363e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -22035426.000000 Penalty: 5977.916504
	Iteration 4Q: 3 clusters Score -2.203543e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -22037634.000000 Penalty: 5977.916504
	Iteration 5Q: 3 clusters Score -2.203763e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -22040760.000000 Penalty: 5977.916504
	Iteration 6Q: 3 clusters Score -2.204076e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -22045126.000000 Penalty: 5977.916504
	Iteration 7F: 3 clusters Score -2.204513e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -22050934.000000 Penalty: 5977.916504
	Iteration 8F: 3 clusters Score -2.205093e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -22058092.000000 Penalty: 5977.916504
	Iteration 9F: 3 clusters Score -2.205809e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -22065738.000000 Penalty: 5977.916504
	Iteration 10F: 3 clusters Score -2.206574e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -22072136.000000 Penalty: 5977.916504
	Iteration 11F: 3 clusters Score -2.207214e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -22075578.000000 Penalty: 5977.916504
	Iteration 12Q: 3 clusters Score -2.207558e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -22077306.000000 Penalty: 5977.916504
	Iteration 13Q: 3 clusters Score -2.207731e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -22078330.000000 Penalty: 5977.916504
	Iteration 14Q: 3 clusters Score -2.207833e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -22079114.000000 Penalty: 5977.916504
	Iteration 15Q: 3 clusters Score -2.207911e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -22079726.000000 Penalty: 5977.916504
	Iteration 16Q: 3 clusters Score -2.207973e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -22080512.000000 Penalty: 5977.916504
	Iteration 17Q: 3 clusters Score -2.208051e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -22081152.000000 Penalty: 5977.916504
	Iteration 18Q: 3 clusters Score -2.208115e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -22081690.000000 Penalty: 5977.916504
	Iteration 19Q: 3 clusters Score -2.208169e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -22082016.000000 Penalty: 5977.916504
	Iteration 20F: 3 clusters Score -2.208202e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -22082514.000000 Penalty: 5977.916504
	Iteration 21Q: 3 clusters Score -2.208251e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -22082744.000000 Penalty: 5977.916504
	Iteration 22Q: 3 clusters Score -2.208274e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -22083064.000000 Penalty: 5977.916504
	Iteration 23Q: 3 clusters Score -2.208306e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -22083400.000000 Penalty: 5977.916504
	Iteration 24Q: 3 clusters Score -2.20834e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 118296 members 
Entering Unmasked Estep 
Score: -22083516.000000 Penalty: 5977.916504
	Iteration 25Q: 3 clusters Score -2.208352e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 119410 members 
Entering Unmasked Estep 
Score: -22083884.000000 Penalty: 5977.916504
	Iteration 26Q: 3 clusters Score -2.208388e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -22084126.000000 Penalty: 5977.916504
	Iteration 27Q: 3 clusters Score -2.208413e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -22084288.000000 Penalty: 5977.916504
	Iteration 28Q: 3 clusters Score -2.208429e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -22084556.000000 Penalty: 5977.916504
	Iteration 29Q: 3 clusters Score -2.208456e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -22084614.000000 Penalty: 5977.916504
	Iteration 30Q: 3 clusters Score -2.208461e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -22084758.000000 Penalty: 5977.916504
	Iteration 31Q: 3 clusters Score -2.208476e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
Score: -22084958.000000 Penalty: 5977.916504
	Iteration 32Q: 3 clusters Score -2.208496e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -22085208.000000 Penalty: 5977.916504
	Iteration 33Q: 3 clusters Score -2.208521e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 129274 members 
Entering Unmasked Estep 
Score: -22085570.000000 Penalty: 5977.916504
	Iteration 34Q: 3 clusters Score -2.208557e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -22085878.000000 Penalty: 5977.916504
	Iteration 35Q: 3 clusters Score -2.208588e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -22086116.000000 Penalty: 5977.916504
	Iteration 36Q: 3 clusters Score -2.208612e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -22086426.000000 Penalty: 5977.916504
	Iteration 37Q: 3 clusters Score -2.208643e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -22086678.000000 Penalty: 5977.916504
	Iteration 38Q: 3 clusters Score -2.208668e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 136272 members 
Entering Unmasked Estep 
Score: -22087024.000000 Penalty: 5977.916504
	Iteration 39Q: 3 clusters Score -2.208702e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 137604 members 
Entering Unmasked Estep 
Score: -22087436.000000 Penalty: 5977.916504
	Iteration 40F: 3 clusters Score -2.208744e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 138934 members 
Entering Unmasked Estep 
Score: -22087716.000000 Penalty: 5977.916504
	Iteration 41Q: 3 clusters Score -2.208772e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 140278 members 
Entering Unmasked Estep 
Score: -22088150.000000 Penalty: 5977.916504
	Iteration 42Q: 3 clusters Score -2.208815e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -22088488.000000 Penalty: 5977.916504
	Iteration 43Q: 3 clusters Score -2.208849e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -22088672.000000 Penalty: 5977.916504
	Iteration 44Q: 3 clusters Score -2.208867e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -22088932.000000 Penalty: 5977.916504
	Iteration 45Q: 3 clusters Score -2.208893e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -22089302.000000 Penalty: 5977.916504
	Iteration 46Q: 3 clusters Score -2.20893e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -22089676.000000 Penalty: 5977.916504
	Iteration 47Q: 3 clusters Score -2.208968e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -22089982.000000 Penalty: 5977.916504
	Iteration 48Q: 3 clusters Score -2.208998e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -22090372.000000 Penalty: 5977.916504
	Iteration 49Q: 3 clusters Score -2.209037e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 151043 members 
Entering Unmasked Estep 
Score: -22090612.000000 Penalty: 5977.916504
	Iteration 50Q: 3 clusters Score -2.209061e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -22091044.000000 Penalty: 5977.916504
	Iteration 51Q: 3 clusters Score -2.209104e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -22091306.000000 Penalty: 5977.916504
	Iteration 52Q: 3 clusters Score -2.209131e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -22091844.000000 Penalty: 5977.916504
	Iteration 53Q: 3 clusters Score -2.209184e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 156704 members 
Entering Unmasked Estep 
Score: -22092298.000000 Penalty: 5977.916504
	Iteration 54Q: 3 clusters Score -2.20923e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -22092670.000000 Penalty: 5977.916504
	Iteration 55Q: 3 clusters Score -2.209267e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -22093098.000000 Penalty: 5977.916504
	Iteration 56Q: 3 clusters Score -2.20931e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 160943 members 
Entering Unmasked Estep 
Score: -22093488.000000 Penalty: 5977.916504
	Iteration 57Q: 3 clusters Score -2.209349e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -22093788.000000 Penalty: 5977.916504
	Iteration 58Q: 3 clusters Score -2.209379e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -22094068.000000 Penalty: 5977.916504
	Iteration 59Q: 3 clusters Score -2.209407e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -22094250.000000 Penalty: 5977.916504
	Iteration 60F: 3 clusters Score -2.209425e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 165433 members 
Entering Unmasked Estep 
Score: -22094370.000000 Penalty: 5977.916504
	Iteration 61Q: 3 clusters Score -2.209437e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -22094412.000000 Penalty: 5977.916504
	Iteration 62Q: 3 clusters Score -2.209441e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 166829 members 
Entering Unmasked Estep 
Score: -22094524.000000 Penalty: 5977.916504
	Iteration 63Q: 3 clusters Score -2.209452e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 167391 members 
Entering Unmasked Estep 
Score: -22094610.000000 Penalty: 5977.916504
	Iteration 64Q: 3 clusters Score -2.209461e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 167814 members 
Entering Unmasked Estep 
Score: -22094608.000000 Penalty: 5977.916504
	Iteration 65Q: 3 clusters Score -2.209461e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -22094666.000000 Penalty: 5977.916504
	Iteration 66Q: 3 clusters Score -2.209467e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -22094668.000000 Penalty: 5977.916504
	Iteration 67Q: 3 clusters Score -2.209467e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 168559 members 
Entering Unmasked Estep 
Score: -22094636.000000 Penalty: 5977.916504
	Iteration 68Q: 3 clusters Score -2.209464e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -22094654.000000 Penalty: 5977.916504
	Iteration 69Q: 3 clusters Score -2.209465e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -22094722.000000 Penalty: 5977.916504
	Iteration 70Q: 3 clusters Score -2.209472e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 169007 members 
Entering Unmasked Estep 
Score: -22094738.000000 Penalty: 5977.916504
	Iteration 71Q: 3 clusters Score -2.209474e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -22094746.000000 Penalty: 5977.916504
	Iteration 72Q: 3 clusters Score -2.209475e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 169216 members 
Entering Unmasked Estep 
Score: -22094710.000000 Penalty: 5977.916504
	Iteration 73Q: 3 clusters Score -2.209471e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -22094706.000000 Penalty: 5977.916504
	Iteration 74Q: 3 clusters Score -2.209471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -22094744.000000 Penalty: 5977.916504
	Iteration 75Q: 3 clusters Score -2.209474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -22094754.000000 Penalty: 5977.916504
	Iteration 76Q: 3 clusters Score -2.209475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 169407 members 
Entering Unmasked Estep 
Score: -22094776.000000 Penalty: 5977.916504
	Iteration 77Q: 3 clusters Score -2.209478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 169428 members 
Entering Unmasked Estep 
Score: -22094760.000000 Penalty: 5977.916504
	Iteration 78Q: 3 clusters Score -2.209476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -22094750.000000 Penalty: 5977.916504
	Iteration 79Q: 3 clusters Score -2.209475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 80F: 3 clusters Score -2.209472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -22094718.000000 Penalty: 5977.916504
	Iteration 81Q: 3 clusters Score -2.209472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 169477 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 82Q: 3 clusters Score -2.209472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -22094720.000000 Penalty: 5977.916504
	Iteration 83Q: 3 clusters Score -2.209472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -22094714.000000 Penalty: 5977.916504
	Iteration 84Q: 3 clusters Score -2.209471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 169492 members 
Entering Unmasked Estep 
Score: -22094712.000000 Penalty: 5977.916504
	Iteration 85Q: 3 clusters Score -2.209471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 169495 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 86Q: 3 clusters Score -2.209472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 87Q: 3 clusters Score -2.209472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 169517 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 88Q: 3 clusters Score -2.209472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -22094728.000000 Penalty: 5977.916504
	Iteration 89Q: 3 clusters Score -2.209473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -22094714.000000 Penalty: 5977.916504
	Iteration 90Q: 3 clusters Score -2.209471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -22094724.000000 Penalty: 5977.916504
	Iteration 91Q: 3 clusters Score -2.209472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 169554 members 
Entering Unmasked Estep 
Score: -22094722.000000 Penalty: 5977.916504
	Iteration 92Q: 3 clusters Score -2.209472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -22094716.000000 Penalty: 5977.916504
	Iteration 93Q: 3 clusters Score -2.209472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 169565 members 
Entering Unmasked Estep 
Score: -22094732.000000 Penalty: 5977.916504
	Iteration 94Q: 3 clusters Score -2.209473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -22094720.000000 Penalty: 5977.916504
	Iteration 95Q: 3 clusters Score -2.209472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -22094722.000000 Penalty: 5977.916504
	Iteration 96Q: 3 clusters Score -2.209472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -22094722.000000 Penalty: 5977.916504
	Iteration 97F: 3 clusters Score -2.209472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Entering Unmasked Estep 
Score: -22294868.000000 Penalty: 2988.699219
	Iteration 0F: 2 clusters Score -2.229487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -22183154.000000 Penalty: 5977.398438
	Iteration 0F: 3 clusters Score -2.218315e+07 nChanged 82272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -22231098.000000 Penalty: 5977.398438
	Iteration 1F: 3 clusters Score -2.22311e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -22231990.000000 Penalty: 5977.398438
	Iteration 2Q: 3 clusters Score -2.223199e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -22233204.000000 Penalty: 5977.398438
	Iteration 3Q: 3 clusters Score -2.22332e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -22234744.000000 Penalty: 5977.398438
	Iteration 4Q: 3 clusters Score -2.223474e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -22236980.000000 Penalty: 5977.398438
	Iteration 5Q: 3 clusters Score -2.223698e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -22240488.000000 Penalty: 5977.398438
	Iteration 6Q: 3 clusters Score -2.224049e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -22246448.000000 Penalty: 5977.398438
	Iteration 7F: 3 clusters Score -2.224645e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -22256078.000000 Penalty: 5977.398438
	Iteration 8F: 3 clusters Score -2.225608e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -22266934.000000 Penalty: 5977.398438
	Iteration 9F: 3 clusters Score -2.226693e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -22274174.000000 Penalty: 5977.398438
	Iteration 10F: 3 clusters Score -2.227417e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -22277160.000000 Penalty: 5977.398438
	Iteration 11Q: 3 clusters Score -2.227716e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119592 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -22278894.000000 Penalty: 5977.398438
	Iteration 12Q: 3 clusters Score -2.227889e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -22280238.000000 Penalty: 5977.398438
	Iteration 13Q: 3 clusters Score -2.228024e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -22281292.000000 Penalty: 5977.398438
	Iteration 14Q: 3 clusters Score -2.228129e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -22281956.000000 Penalty: 5977.398438
	Iteration 15Q: 3 clusters Score -2.228196e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124022 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -22282574.000000 Penalty: 5977.398438
	Iteration 16Q: 3 clusters Score -2.228257e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -22283134.000000 Penalty: 5977.398438
	Iteration 17Q: 3 clusters Score -2.228313e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -22283640.000000 Penalty: 5977.398438
	Iteration 18Q: 3 clusters Score -2.228364e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -22283894.000000 Penalty: 5977.398438
	Iteration 19Q: 3 clusters Score -2.228389e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -22284032.000000 Penalty: 5977.398438
	Iteration 20F: 3 clusters Score -2.228403e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -22284320.000000 Penalty: 5977.398438
	Iteration 21Q: 3 clusters Score -2.228432e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128765 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -22284482.000000 Penalty: 5977.398438
	Iteration 22Q: 3 clusters Score -2.228448e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -22284642.000000 Penalty: 5977.398438
	Iteration 23Q: 3 clusters Score -2.228464e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130212 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -22284830.000000 Penalty: 5977.398438
	Iteration 24Q: 3 clusters Score -2.228483e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -22285012.000000 Penalty: 5977.398438
	Iteration 25Q: 3 clusters Score -2.228501e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -22285118.000000 Penalty: 5977.398438
	Iteration 26Q: 3 clusters Score -2.228512e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132379 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -22285240.000000 Penalty: 5977.398438
	Iteration 27Q: 3 clusters Score -2.228524e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -22285386.000000 Penalty: 5977.398438
	Iteration 28Q: 3 clusters Score -2.228539e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -22285442.000000 Penalty: 5977.398438
	Iteration 29Q: 3 clusters Score -2.228544e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134685 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -22285586.000000 Penalty: 5977.398438
	Iteration 30Q: 3 clusters Score -2.228559e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -22285708.000000 Penalty: 5977.398438
	Iteration 31Q: 3 clusters Score -2.228571e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -22285876.000000 Penalty: 5977.398438
	Iteration 32Q: 3 clusters Score -2.228588e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137075 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -22285906.000000 Penalty: 5977.398438
	Iteration 33Q: 3 clusters Score -2.228591e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -22285966.000000 Penalty: 5977.398438
	Iteration 34Q: 3 clusters Score -2.228597e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -22286028.000000 Penalty: 5977.398438
	Iteration 35Q: 3 clusters Score -2.228603e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139602 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -22286122.000000 Penalty: 5977.398438
	Iteration 36Q: 3 clusters Score -2.228612e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140495 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -22286334.000000 Penalty: 5977.398438
	Iteration 37Q: 3 clusters Score -2.228633e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141414 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -22286502.000000 Penalty: 5977.398438
	Iteration 38Q: 3 clusters Score -2.22865e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -22286622.000000 Penalty: 5977.398438
	Iteration 39Q: 3 clusters Score -2.228662e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -22286778.000000 Penalty: 5977.398438
	Iteration 40F: 3 clusters Score -2.228678e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -22287024.000000 Penalty: 5977.398438
	Iteration 41Q: 3 clusters Score -2.228702e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -22287248.000000 Penalty: 5977.398438
	Iteration 42Q: 3 clusters Score -2.228725e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -22287494.000000 Penalty: 5977.398438
	Iteration 43Q: 3 clusters Score -2.228749e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147832 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -22287774.000000 Penalty: 5977.398438
	Iteration 44Q: 3 clusters Score -2.228777e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -22287952.000000 Penalty: 5977.398438
	Iteration 45Q: 3 clusters Score -2.228795e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -22288232.000000 Penalty: 5977.398438
	Iteration 46Q: 3 clusters Score -2.228823e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -22288324.000000 Penalty: 5977.398438
	Iteration 47Q: 3 clusters Score -2.228832e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -22288508.000000 Penalty: 5977.398438
	Iteration 48Q: 3 clusters Score -2.228851e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -22288772.000000 Penalty: 5977.398438
	Iteration 49Q: 3 clusters Score -2.228877e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -22289002.000000 Penalty: 5977.398438
	Iteration 50Q: 3 clusters Score -2.2289e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155792 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -22289106.000000 Penalty: 5977.398438
	Iteration 51Q: 3 clusters Score -2.228911e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -22289346.000000 Penalty: 5977.398438
	Iteration 52Q: 3 clusters Score -2.228935e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -22289572.000000 Penalty: 5977.398438
	Iteration 53Q: 3 clusters Score -2.228957e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -22289858.000000 Penalty: 5977.398438
	Iteration 54Q: 3 clusters Score -2.228986e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -22290266.000000 Penalty: 5977.398438
	Iteration 55Q: 3 clusters Score -2.229027e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -22290584.000000 Penalty: 5977.398438
	Iteration 56Q: 3 clusters Score -2.229058e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161961 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -22290698.000000 Penalty: 5977.398438
	Iteration 57Q: 3 clusters Score -2.22907e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -22290950.000000 Penalty: 5977.398438
	Iteration 58Q: 3 clusters Score -2.229095e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163697 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -22291270.000000 Penalty: 5977.398438
	Iteration 59Q: 3 clusters Score -2.229127e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164484 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -22291494.000000 Penalty: 5977.398438
	Iteration 60F: 3 clusters Score -2.229149e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -22291586.000000 Penalty: 5977.398438
	Iteration 61Q: 3 clusters Score -2.229159e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -22291734.000000 Penalty: 5977.398438
	Iteration 62Q: 3 clusters Score -2.229173e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -22291864.000000 Penalty: 5977.398438
	Iteration 63Q: 3 clusters Score -2.229186e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -22291990.000000 Penalty: 5977.398438
	Iteration 64Q: 3 clusters Score -2.229199e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22292050.000000 Penalty: 5977.398438
	Iteration 65Q: 3 clusters Score -2.229205e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -22292152.000000 Penalty: 5977.398438
	Iteration 66Q: 3 clusters Score -2.229215e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22292192.000000 Penalty: 5977.398438
	Iteration 67Q: 3 clusters Score -2.229219e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -22292210.000000 Penalty: 5977.398438
	Iteration 68Q: 3 clusters Score -2.229221e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -22292218.000000 Penalty: 5977.398438
	Iteration 69Q: 3 clusters Score -2.229222e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -22292218.000000 Penalty: 5977.398438
	Iteration 70Q: 3 clusters Score -2.229222e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -22292230.000000 Penalty: 5977.398438
	Iteration 71Q: 3 clusters Score -2.229223e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -22292300.000000 Penalty: 5977.398438
	Iteration 72Q: 3 clusters Score -2.22923e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22292336.000000 Penalty: 5977.398438
	Iteration 73Q: 3 clusters Score -2.229234e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22292402.000000 Penalty: 5977.398438
	Iteration 74Q: 3 clusters Score -2.22924e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -22292468.000000 Penalty: 5977.398438
	Iteration 75Q: 3 clusters Score -2.229247e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22292492.000000 Penalty: 5977.398438
	Iteration 76Q: 3 clusters Score -2.229249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22292518.000000 Penalty: 5977.398438
	Iteration 77Q: 3 clusters Score -2.229252e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -22292518.000000 Penalty: 5977.398438
	Iteration 78Q: 3 clusters Score -2.229252e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22292516.000000 Penalty: 5977.398438
	Iteration 79Q: 3 clusters Score -2.229252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170020 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -22292526.000000 Penalty: 5977.398438
	Iteration 80F: 3 clusters Score -2.229253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22292556.000000 Penalty: 5977.398438
	Iteration 81Q: 3 clusters Score -2.229256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170082 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22292520.000000 Penalty: 5977.398438
	Iteration 82Q: 3 clusters Score -2.229252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22292538.000000 Penalty: 5977.398438
	Iteration 83Q: 3 clusters Score -2.229254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22292538.000000 Penalty: 5977.398438
	Iteration 84Q: 3 clusters Score -2.229254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22292528.000000 Penalty: 5977.398438
	Iteration 85Q: 3 clusters Score -2.229253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22292546.000000 Penalty: 5977.398438
	Iteration 86Q: 3 clusters Score -2.229255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22292558.000000 Penalty: 5977.398438
	Iteration 87Q: 3 clusters Score -2.229256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22292572.000000 Penalty: 5977.398438
	Iteration 88Q: 3 clusters Score -2.229257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22292566.000000 Penalty: 5977.398438
	Iteration 89Q: 3 clusters Score -2.229257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22292576.000000 Penalty: 5977.398438
	Iteration 90Q: 3 clusters Score -2.229258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -22292586.000000 Penalty: 5977.398438
	Iteration 91Q: 3 clusters Score -2.229259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 92Q: 3 clusters Score -2.229258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170188 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -22292580.000000 Penalty: 5977.398438
	Iteration 93Q: 3 clusters Score -2.229258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22292570.000000 Penalty: 5977.398438
	Iteration 94Q: 3 clusters Score -2.229257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22292570.000000 Penalty: 5977.398438
	Iteration 95Q: 3 clusters Score -2.229257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22292578.000000 Penalty: 5977.398438
	Iteration 96Q: 3 clusters Score -2.229258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 97Q: 3 clusters Score -2.229258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 98Q: 3 clusters Score -2.229258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22292590.000000 Penalty: 5977.398438
	Iteration 99Q: 3 clusters Score -2.229259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 100F: 3 clusters Score -2.229258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22292592.000000 Penalty: 5977.398438
	Iteration 101Q: 3 clusters Score -2.229259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22292580.000000 Penalty: 5977.398438
	Iteration 102Q: 3 clusters Score -2.229258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 103Q: 3 clusters Score -2.229258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22292582.000000 Penalty: 5977.398438
	Iteration 104F: 3 clusters Score -2.229258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94046.406250 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94046.41 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94494.507812 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -94494.51 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94927.187500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -94927.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95537.000000 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -95537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96183.367188 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -96183.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96547.757812 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -96547.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96750.468750 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -96750.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96922.710938 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96922.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -97031.640625 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -97031.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97138.804688 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -97138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97315.570312 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97315.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97434.007812 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97434.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97438.867188 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97438.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97440.359375 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97440.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97440.359375 Penalty: 3375.088867
	Iteration 14F: 3 clusters Score -97440.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 37508 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165443 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 11 contains 466 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 171485 members 
Mstep: Class 17 contains 171306 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
Score: -166436848.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166437392.000000 to -166436848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (32744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Entering Unmasked Estep 
Score: -4029843.250000 Penalty: 2578.325684
	Iteration 0F: 2 clusters Score -4029843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4007545.000000 Penalty: 5156.651367
	Iteration 0F: 3 clusters Score -4007545 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4015770.750000 Penalty: 5156.651367
	Iteration 1F: 3 clusters Score -4015771 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4016299.250000 Penalty: 5156.651367
	Iteration 2Q: 3 clusters Score -4016299 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4016860.750000 Penalty: 5156.651367
	Iteration 3Q: 3 clusters Score -4016861 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4017465.500000 Penalty: 5156.651367
	Iteration 4Q: 3 clusters Score -4017466 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4018199.750000 Penalty: 5156.651367
	Iteration 5Q: 3 clusters Score -4018200 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4019110.500000 Penalty: 5156.651367
	Iteration 6Q: 3 clusters Score -4019110 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4020252.500000 Penalty: 5156.651367
	Iteration 7F: 3 clusters Score -4020252 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -4021725.750000 Penalty: 5156.651367
	Iteration 8F: 3 clusters Score -4021726 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4023483.000000 Penalty: 5156.651367
	Iteration 9F: 3 clusters Score -4023483 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4025100.500000 Penalty: 5156.651367
	Iteration 10F: 3 clusters Score -4025100 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4026354.500000 Penalty: 5156.651367
	Iteration 11Q: 3 clusters Score -4026354 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4027099.000000 Penalty: 5156.651367
	Iteration 12Q: 3 clusters Score -4027099 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4027488.750000 Penalty: 5156.651367
	Iteration 13Q: 3 clusters Score -4027489 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4027689.500000 Penalty: 5156.651367
	Iteration 14Q: 3 clusters Score -4027690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4027793.250000 Penalty: 5156.651367
	Iteration 15Q: 3 clusters Score -4027793 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4027877.500000 Penalty: 5156.651367
	Iteration 16Q: 3 clusters Score -4027878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4027915.500000 Penalty: 5156.651367
	Iteration 17Q: 3 clusters Score -4027916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4027943.750000 Penalty: 5156.651367
	Iteration 18Q: 3 clusters Score -4027944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4027953.750000 Penalty: 5156.651367
	Iteration 19Q: 3 clusters Score -4027954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4027967.500000 Penalty: 5156.651367
	Iteration 20F: 3 clusters Score -4027968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4027975.750000 Penalty: 5156.651367
	Iteration 21Q: 3 clusters Score -4027976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4027980.500000 Penalty: 5156.651367
	Iteration 22Q: 3 clusters Score -4027980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4027992.000000 Penalty: 5156.651367
	Iteration 23Q: 3 clusters Score -4027992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4027998.500000 Penalty: 5156.651367
	Iteration 24Q: 3 clusters Score -4027998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4028001.000000 Penalty: 5156.651367
	Iteration 25Q: 3 clusters Score -4028001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4028005.750000 Penalty: 5156.651367
	Iteration 26Q: 3 clusters Score -4028006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4028009.750000 Penalty: 5156.651367
	Iteration 27Q: 3 clusters Score -4028010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4028010.000000 Penalty: 5156.651367
	Iteration 28Q: 3 clusters Score -4028010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4028010.000000 Penalty: 5156.651367
	Iteration 29F: 3 clusters Score -4028010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -187457.171875 Penalty: 1829.994019
	Iteration 0F: 2 clusters Score -187457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185171.390625 Penalty: 3659.988037
	Iteration 0F: 3 clusters Score -185171.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185867.468750 Penalty: 3659.988037
	Iteration 1F: 3 clusters Score -185867.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -186239.609375 Penalty: 3659.988037
	Iteration 2F: 3 clusters Score -186239.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186509.656250 Penalty: 3659.988037
	Iteration 3F: 3 clusters Score -186509.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -186769.875000 Penalty: 3659.988037
	Iteration 4F: 3 clusters Score -186769.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187085.156250 Penalty: 3659.988037
	Iteration 5Q: 3 clusters Score -187085.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -187339.343750 Penalty: 3659.988037
	Iteration 6Q: 3 clusters Score -187339.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -187459.484375 Penalty: 3659.988037
	Iteration 7Q: 3 clusters Score -187459.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187547.156250 Penalty: 3659.988037
	Iteration 8Q: 3 clusters Score -187547.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -187576.921875 Penalty: 3659.988037
	Iteration 9Q: 3 clusters Score -187576.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -187588.171875 Penalty: 3659.988037
	Iteration 10Q: 3 clusters Score -187588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -187603.812500 Penalty: 3659.988037
	Iteration 11Q: 3 clusters Score -187603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187622.093750 Penalty: 3659.988037
	Iteration 12Q: 3 clusters Score -187622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -187632.859375 Penalty: 3659.988037
	Iteration 13Q: 3 clusters Score -187632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -187647.515625 Penalty: 3659.988037
	Iteration 14Q: 3 clusters Score -187647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -187655.671875 Penalty: 3659.988037
	Iteration 15Q: 3 clusters Score -187655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187660.875000 Penalty: 3659.988037
	Iteration 16Q: 3 clusters Score -187660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187666.328125 Penalty: 3659.988037
	Iteration 17Q: 3 clusters Score -187666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -187670.515625 Penalty: 3659.988037
	Iteration 18Q: 3 clusters Score -187670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -187676.218750 Penalty: 3659.988037
	Iteration 19Q: 3 clusters Score -187676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187683.062500 Penalty: 3659.988037
	Iteration 20F: 3 clusters Score -187683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187689.281250 Penalty: 3659.988037
	Iteration 21Q: 3 clusters Score -187689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187698.140625 Penalty: 3659.988037
	Iteration 22Q: 3 clusters Score -187698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187710.156250 Penalty: 3659.988037
	Iteration 23Q: 3 clusters Score -187710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -187716.687500 Penalty: 3659.988037
	Iteration 24Q: 3 clusters Score -187716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187724.406250 Penalty: 3659.988037
	Iteration 25Q: 3 clusters Score -187724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -187730.687500 Penalty: 3659.988037
	Iteration 26Q: 3 clusters Score -187730.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -187742.015625 Penalty: 3659.988037
	Iteration 27Q: 3 clusters Score -187742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -187754.718750 Penalty: 3659.988037
	Iteration 28Q: 3 clusters Score -187754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187785.859375 Penalty: 3659.988037
	Iteration 29Q: 3 clusters Score -187785.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187817.906250 Penalty: 3659.988037
	Iteration 30Q: 3 clusters Score -187817.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187851.437500 Penalty: 3659.988037
	Iteration 31Q: 3 clusters Score -187851.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187902.343750 Penalty: 3659.988037
	Iteration 32Q: 3 clusters Score -187902.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187939.406250 Penalty: 3659.988037
	Iteration 33Q: 3 clusters Score -187939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187964.265625 Penalty: 3659.988037
	Iteration 34Q: 3 clusters Score -187964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -187978.578125 Penalty: 3659.988037
	Iteration 35Q: 3 clusters Score -187978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -187980.250000 Penalty: 3659.988037
	Iteration 36Q: 3 clusters Score -187980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -187983.546875 Penalty: 3659.988037
	Iteration 37Q: 3 clusters Score -187983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187990.062500 Penalty: 3659.988037
	Iteration 38Q: 3 clusters Score -187990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187994.062500 Penalty: 3659.988037
	Iteration 39Q: 3 clusters Score -187994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187994.062500 Penalty: 3659.988037
	Iteration 40F: 3 clusters Score -187994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 37508 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165443 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 171485 members 
Mstep: Class 17 contains 171306 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 796 members 
Entering Unmasked Estep 
Score: -166436080.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166437392.000000 to -166436080.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 37508 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165443 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 12 contains 194102 members 
Mstep: Class 13 contains 167143 members 
Mstep: Class 16 contains 171485 members 
Mstep: Class 17 contains 171306 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 59405.718750
Iteration 439Q: 18 clusters Score -1.664373e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14150 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 37518 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165454 members 
Mstep: Class 9 contains 171060 members 
Mstep: Class 10 contains 159859 members 
Mstep: Class 12 contains 194105 members 
Mstep: Class 13 contains 167103 members 
Mstep: Class 16 contains 171478 members 
Mstep: Class 17 contains 171316 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437152.000000 Penalty: 59405.718750
Iteration 440F: 18 clusters Score -1.664372e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 37521 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 165469 members 
Mstep: Class 9 contains 171069 members 
Mstep: Class 10 contains 159852 members 
Mstep: Class 12 contains 194123 members 
Mstep: Class 13 contains 167095 members 
Mstep: Class 16 contains 171443 members 
Mstep: Class 17 contains 171314 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32724 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 59405.718750
Iteration 441Q: 18 clusters Score -1.664372e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14175 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 37526 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 165471 members 
Mstep: Class 9 contains 171048 members 
Mstep: Class 10 contains 159892 members 
Mstep: Class 12 contains 194128 members 
Mstep: Class 13 contains 167075 members 
Mstep: Class 16 contains 171421 members 
Mstep: Class 17 contains 171328 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32717 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 59405.718750
Iteration 442Q: 18 clusters Score -1.664373e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14178 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 6 contains 37526 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165472 members 
Mstep: Class 9 contains 171047 members 
Mstep: Class 10 contains 159933 members 
Mstep: Class 12 contains 194142 members 
Mstep: Class 13 contains 167046 members 
Mstep: Class 16 contains 171378 members 
Mstep: Class 17 contains 171341 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32714 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 59405.718750
Iteration 443Q: 18 clusters Score -1.664373e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11031 members 
Mstep: Class 6 contains 37527 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 165479 members 
Mstep: Class 9 contains 171028 members 
Mstep: Class 10 contains 159976 members 
Mstep: Class 12 contains 194149 members 
Mstep: Class 13 contains 167020 members 
Mstep: Class 16 contains 171358 members 
Mstep: Class 17 contains 171347 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32710 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 59405.718750
Iteration 444Q: 18 clusters Score -1.664373e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11039 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 165502 members 
Mstep: Class 9 contains 170992 members 
Mstep: Class 10 contains 160022 members 
Mstep: Class 12 contains 194164 members 
Mstep: Class 13 contains 166987 members 
Mstep: Class 16 contains 171354 members 
Mstep: Class 17 contains 171330 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 59405.718750
Iteration 445Q: 18 clusters Score -1.664374e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 37527 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 165516 members 
Mstep: Class 9 contains 170967 members 
Mstep: Class 10 contains 160071 members 
Mstep: Class 12 contains 194182 members 
Mstep: Class 13 contains 166962 members 
Mstep: Class 16 contains 171332 members 
Mstep: Class 17 contains 171320 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32704 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 59405.718750
Iteration 446Q: 18 clusters Score -1.664374e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 37537 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 165533 members 
Mstep: Class 9 contains 170893 members 
Mstep: Class 10 contains 160147 members 
Mstep: Class 12 contains 194181 members 
Mstep: Class 13 contains 166941 members 
Mstep: Class 16 contains 171324 members 
Mstep: Class 17 contains 171330 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32693 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437664.000000 Penalty: 59405.718750
Iteration 447Q: 18 clusters Score -1.664377e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 37544 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 165553 members 
Mstep: Class 9 contains 170840 members 
Mstep: Class 10 contains 160220 members 
Mstep: Class 12 contains 194172 members 
Mstep: Class 13 contains 166917 members 
Mstep: Class 16 contains 171318 members 
Mstep: Class 17 contains 171329 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32686 members 
Mstep: Class 20 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437504.000000 Penalty: 59405.718750
Iteration 448Q: 18 clusters Score -1.664375e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 37547 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 165570 members 
Mstep: Class 9 contains 170801 members 
Mstep: Class 10 contains 160282 members 
Mstep: Class 12 contains 194159 members 
Mstep: Class 13 contains 166897 members 
Mstep: Class 16 contains 171320 members 
Mstep: Class 17 contains 171335 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32683 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437648.000000 Penalty: 59405.718750
Iteration 449Q: 18 clusters Score -1.664376e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11038 members 
Mstep: Class 6 contains 37554 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 165584 members 
Mstep: Class 9 contains 170774 members 
Mstep: Class 10 contains 160319 members 
Mstep: Class 12 contains 194149 members 
Mstep: Class 13 contains 166896 members 
Mstep: Class 16 contains 171330 members 
Mstep: Class 17 contains 171325 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32677 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 59405.718750
Iteration 450Q: 18 clusters Score -1.664375e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37560 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 165590 members 
Mstep: Class 9 contains 170779 members 
Mstep: Class 10 contains 160349 members 
Mstep: Class 12 contains 194148 members 
Mstep: Class 13 contains 166894 members 
Mstep: Class 16 contains 171327 members 
Mstep: Class 17 contains 171302 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32673 members 
Mstep: Class 20 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 59405.718750
Iteration 451Q: 18 clusters Score -1.664375e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 37564 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 165595 members 
Mstep: Class 9 contains 170790 members 
Mstep: Class 10 contains 160380 members 
Mstep: Class 12 contains 194134 members 
Mstep: Class 13 contains 166885 members 
Mstep: Class 16 contains 171310 members 
Mstep: Class 17 contains 171307 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32669 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437408.000000 Penalty: 59405.718750
Iteration 452Q: 18 clusters Score -1.664374e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37562 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165597 members 
Mstep: Class 9 contains 170773 members 
Mstep: Class 10 contains 160436 members 
Mstep: Class 12 contains 194134 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 16 contains 171283 members 
Mstep: Class 17 contains 171311 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32667 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437264.000000 Penalty: 59405.718750
Iteration 453Q: 18 clusters Score -1.664373e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 37565 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165606 members 
Mstep: Class 9 contains 170750 members 
Mstep: Class 10 contains 160531 members 
Mstep: Class 12 contains 194124 members 
Mstep: Class 13 contains 166861 members 
Mstep: Class 16 contains 171242 members 
Mstep: Class 17 contains 171312 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32660 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437360.000000 Penalty: 59405.718750
Iteration 454Q: 18 clusters Score -1.664374e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14095 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37565 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165614 members 
Mstep: Class 9 contains 170719 members 
Mstep: Class 10 contains 160604 members 
Mstep: Class 12 contains 194113 members 
Mstep: Class 13 contains 166859 members 
Mstep: Class 16 contains 171192 members 
Mstep: Class 17 contains 171343 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32658 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 59405.718750
Iteration 455Q: 18 clusters Score -1.664375e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11037 members 
Mstep: Class 6 contains 37567 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165621 members 
Mstep: Class 9 contains 170694 members 
Mstep: Class 10 contains 160652 members 
Mstep: Class 12 contains 194109 members 
Mstep: Class 13 contains 166856 members 
Mstep: Class 16 contains 171147 members 
Mstep: Class 17 contains 171368 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32651 members 
Mstep: Class 20 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437392.000000 Penalty: 59405.718750
Iteration 456Q: 18 clusters Score -1.664374e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14098 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11035 members 
Mstep: Class 6 contains 37566 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165629 members 
Mstep: Class 9 contains 170726 members 
Mstep: Class 10 contains 160729 members 
Mstep: Class 12 contains 194079 members 
Mstep: Class 13 contains 166822 members 
Mstep: Class 16 contains 171091 members 
Mstep: Class 17 contains 171374 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32648 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437344.000000 Penalty: 59405.718750
Iteration 457Q: 18 clusters Score -1.664373e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11036 members 
Mstep: Class 6 contains 37574 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 165643 members 
Mstep: Class 9 contains 170755 members 
Mstep: Class 10 contains 160788 members 
Mstep: Class 12 contains 194052 members 
Mstep: Class 13 contains 166780 members 
Mstep: Class 16 contains 171043 members 
Mstep: Class 17 contains 171386 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437584.000000 Penalty: 59405.718750
Iteration 458Q: 18 clusters Score -1.664376e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11037 members 
Mstep: Class 6 contains 37579 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 165658 members 
Mstep: Class 9 contains 170799 members 
Mstep: Class 10 contains 160797 members 
Mstep: Class 12 contains 194032 members 
Mstep: Class 13 contains 166750 members 
Mstep: Class 16 contains 171014 members 
Mstep: Class 17 contains 171387 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32644 members 
Mstep: Class 20 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437488.000000 Penalty: 59405.718750
Iteration 459Q: 18 clusters Score -1.664375e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 37587 members 
Mstep: Class 7 contains 11715 members 
Mstep: Class 8 contains 165664 members 
Mstep: Class 9 contains 170810 members 
Mstep: Class 10 contains 160802 members 
Mstep: Class 12 contains 194019 members 
Mstep: Class 13 contains 166719 members 
Mstep: Class 16 contains 171003 members 
Mstep: Class 17 contains 171401 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32650 members 
Mstep: Class 20 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 59405.718750
Iteration 460F: 18 clusters Score -1.664374e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14100 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11045 members 
Mstep: Class 6 contains 37593 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 165678 members 
Mstep: Class 9 contains 170791 members 
Mstep: Class 10 contains 160839 members 
Mstep: Class 12 contains 194003 members 
Mstep: Class 13 contains 166705 members 
Mstep: Class 16 contains 170988 members 
Mstep: Class 17 contains 171408 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32653 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 59405.718750
Iteration 461Q: 18 clusters Score -1.664374e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 37599 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 165690 members 
Mstep: Class 9 contains 170775 members 
Mstep: Class 10 contains 160908 members 
Mstep: Class 12 contains 193998 members 
Mstep: Class 13 contains 166669 members 
Mstep: Class 16 contains 170967 members 
Mstep: Class 17 contains 171406 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32650 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 59405.718750
Iteration 462Q: 18 clusters Score -1.664374e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14086 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11048 members 
Mstep: Class 6 contains 37605 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 165705 members 
Mstep: Class 9 contains 170779 members 
Mstep: Class 10 contains 160921 members 
Mstep: Class 12 contains 193998 members 
Mstep: Class 13 contains 166661 members 
Mstep: Class 16 contains 170942 members 
Mstep: Class 17 contains 171417 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437600.000000 Penalty: 59405.718750
Iteration 463Q: 18 clusters Score -1.664376e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11049 members 
Mstep: Class 6 contains 37606 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 165720 members 
Mstep: Class 9 contains 170778 members 
Mstep: Class 10 contains 160940 members 
Mstep: Class 12 contains 193999 members 
Mstep: Class 13 contains 166646 members 
Mstep: Class 16 contains 170910 members 
Mstep: Class 17 contains 171432 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 59405.718750
Iteration 464Q: 18 clusters Score -1.664375e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11052 members 
Mstep: Class 6 contains 37613 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 165741 members 
Mstep: Class 9 contains 170780 members 
Mstep: Class 10 contains 160949 members 
Mstep: Class 12 contains 193967 members 
Mstep: Class 13 contains 166651 members 
Mstep: Class 16 contains 170900 members 
Mstep: Class 17 contains 171435 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32641 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437568.000000 Penalty: 59405.718750
Iteration 465Q: 18 clusters Score -1.664376e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14083 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 37612 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 165760 members 
Mstep: Class 9 contains 170790 members 
Mstep: Class 10 contains 160929 members 
Mstep: Class 12 contains 193951 members 
Mstep: Class 13 contains 166657 members 
Mstep: Class 16 contains 170884 members 
Mstep: Class 17 contains 171447 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437376.000000 Penalty: 59405.718750
Iteration 466Q: 18 clusters Score -1.664374e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14077 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11057 members 
Mstep: Class 6 contains 37612 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 165792 members 
Mstep: Class 9 contains 170843 members 
Mstep: Class 10 contains 160903 members 
Mstep: Class 12 contains 193922 members 
Mstep: Class 13 contains 166661 members 
Mstep: Class 16 contains 170849 members 
Mstep: Class 17 contains 171451 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437232.000000 Penalty: 59405.718750
Iteration 467Q: 18 clusters Score -1.664372e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 37607 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 165820 members 
Mstep: Class 9 contains 170875 members 
Mstep: Class 10 contains 160902 members 
Mstep: Class 12 contains 193905 members 
Mstep: Class 13 contains 166695 members 
Mstep: Class 16 contains 170779 members 
Mstep: Class 17 contains 171451 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437184.000000 Penalty: 59405.718750
Iteration 468Q: 18 clusters Score -1.664372e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14069 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 37604 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 165829 members 
Mstep: Class 9 contains 170870 members 
Mstep: Class 10 contains 160895 members 
Mstep: Class 12 contains 193897 members 
Mstep: Class 13 contains 166734 members 
Mstep: Class 16 contains 170744 members 
Mstep: Class 17 contains 171473 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32637 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437152.000000 Penalty: 59405.718750
Iteration 469Q: 18 clusters Score -1.664372e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14065 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 37596 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 165856 members 
Mstep: Class 9 contains 170901 members 
Mstep: Class 10 contains 160859 members 
Mstep: Class 12 contains 193907 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 16 contains 170691 members 
Mstep: Class 17 contains 171489 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32636 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 59405.718750
Iteration 470Q: 18 clusters Score -1.664372e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14057 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11055 members 
Mstep: Class 6 contains 37589 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 165877 members 
Mstep: Class 9 contains 170930 members 
Mstep: Class 10 contains 160779 members 
Mstep: Class 12 contains 193918 members 
Mstep: Class 13 contains 166794 members 
Mstep: Class 16 contains 170661 members 
Mstep: Class 17 contains 171509 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32640 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437040.000000 Penalty: 59405.718750
Iteration 471Q: 18 clusters Score -1.66437e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14057 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11058 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 165895 members 
Mstep: Class 9 contains 170962 members 
Mstep: Class 10 contains 160709 members 
Mstep: Class 12 contains 193930 members 
Mstep: Class 13 contains 166851 members 
Mstep: Class 16 contains 170607 members 
Mstep: Class 17 contains 171523 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32641 members 
Mstep: Class 20 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436976.000000 Penalty: 59405.718750
Iteration 472Q: 18 clusters Score -1.66437e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 37565 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 165905 members 
Mstep: Class 9 contains 170999 members 
Mstep: Class 10 contains 160645 members 
Mstep: Class 12 contains 193943 members 
Mstep: Class 13 contains 166903 members 
Mstep: Class 16 contains 170552 members 
Mstep: Class 17 contains 171541 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32641 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436768.000000 Penalty: 59405.718750
Iteration 473Q: 18 clusters Score -1.664368e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 14051 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 165916 members 
Mstep: Class 9 contains 171053 members 
Mstep: Class 10 contains 160565 members 
Mstep: Class 12 contains 193952 members 
Mstep: Class 13 contains 166924 members 
Mstep: Class 16 contains 170529 members 
Mstep: Class 17 contains 171561 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32639 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 59405.718750
Iteration 474Q: 18 clusters Score -1.664369e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 14058 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 37554 members 
Mstep: Class 7 contains 11695 members 
Mstep: Class 8 contains 165943 members 
Mstep: Class 9 contains 171101 members 
Mstep: Class 10 contains 160508 members 
Mstep: Class 12 contains 193963 members 
Mstep: Class 13 contains 166931 members 
Mstep: Class 16 contains 170489 members 
Mstep: Class 17 contains 171565 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436736.000000 Penalty: 59405.718750
Iteration 475Q: 18 clusters Score -1.664367e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11060 members 
Mstep: Class 6 contains 37551 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 165966 members 
Mstep: Class 9 contains 171139 members 
Mstep: Class 10 contains 160494 members 
Mstep: Class 12 contains 193980 members 
Mstep: Class 13 contains 166941 members 
Mstep: Class 16 contains 170404 members 
Mstep: Class 17 contains 171579 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32637 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436704.000000 Penalty: 59405.718750
Iteration 476Q: 18 clusters Score -1.664367e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11061 members 
Mstep: Class 6 contains 37545 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165979 members 
Mstep: Class 9 contains 171130 members 
Mstep: Class 10 contains 160490 members 
Mstep: Class 12 contains 193984 members 
Mstep: Class 13 contains 166969 members 
Mstep: Class 16 contains 170355 members 
Mstep: Class 17 contains 171593 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32639 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436720.000000 Penalty: 59405.718750
Iteration 477Q: 18 clusters Score -1.664367e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 37538 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 165990 members 
Mstep: Class 9 contains 171139 members 
Mstep: Class 10 contains 160494 members 
Mstep: Class 12 contains 193994 members 
Mstep: Class 13 contains 166989 members 
Mstep: Class 16 contains 170295 members 
Mstep: Class 17 contains 171601 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32639 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436848.000000 Penalty: 59405.718750
Iteration 478Q: 18 clusters Score -1.664368e+08 nChanged 919
Entering ConstructFrom: 
Score: -166436848.000000 Penalty: 59405.718750
Entering ConstructFrom: 
Trying to split cluster 1 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -71271.84 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 363 members 
Entering Unmasked Estep 
Score: -69753.585938 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -69753.59 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70476.382812 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -70476.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71025.406250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -71025.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71434.742188 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -71434.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71624.992188 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -71624.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71745.796875 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -71745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71817.015625 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -71817.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71860.476562 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -71860.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71864.390625 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -71864.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71864.390625 Penalty: 3284.217285
	Iteration 9F: 3 clusters Score -71864.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165995 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 239 members 
Mstep: Class 12 contains 194020 members 
Mstep: Class 13 contains 167006 members 
Mstep: Class 16 contains 170206 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
Score: -166435664.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166436848.000000 to -166435664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -565844.875000 Penalty: 2086.244629
	Iteration 0F: 2 clusters Score -565844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -561645.750000 Penalty: 4172.489258
	Iteration 0F: 3 clusters Score -561645.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -562607.062500 Penalty: 4172.489258
	Iteration 1F: 3 clusters Score -562607.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -562830.875000 Penalty: 4172.489258
	Iteration 2F: 3 clusters Score -562830.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -562979.187500 Penalty: 4172.489258
	Iteration 3F: 3 clusters Score -562979.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -563085.250000 Penalty: 4172.489258
	Iteration 4Q: 3 clusters Score -563085.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -563159.062500 Penalty: 4172.489258
	Iteration 5Q: 3 clusters Score -563159.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -563226.500000 Penalty: 4172.489258
	Iteration 6Q: 3 clusters Score -563226.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -563270.875000 Penalty: 4172.489258
	Iteration 7Q: 3 clusters Score -563270.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -563312.750000 Penalty: 4172.489258
	Iteration 8Q: 3 clusters Score -563312.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -563345.187500 Penalty: 4172.489258
	Iteration 9Q: 3 clusters Score -563345.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -563374.250000 Penalty: 4172.489258
	Iteration 10Q: 3 clusters Score -563374.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -563401.250000 Penalty: 4172.489258
	Iteration 11Q: 3 clusters Score -563401.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -563412.687500 Penalty: 4172.489258
	Iteration 12Q: 3 clusters Score -563412.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -563422.437500 Penalty: 4172.489258
	Iteration 13Q: 3 clusters Score -563422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -563429.312500 Penalty: 4172.489258
	Iteration 14Q: 3 clusters Score -563429.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -563435.500000 Penalty: 4172.489258
	Iteration 15Q: 3 clusters Score -563435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -563441.750000 Penalty: 4172.489258
	Iteration 16Q: 3 clusters Score -563441.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -563448.875000 Penalty: 4172.489258
	Iteration 17Q: 3 clusters Score -563448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -563457.812500 Penalty: 4172.489258
	Iteration 18Q: 3 clusters Score -563457.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -563466.437500 Penalty: 4172.489258
	Iteration 19Q: 3 clusters Score -563466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -563474.000000 Penalty: 4172.489258
	Iteration 20F: 3 clusters Score -563474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -563477.562500 Penalty: 4172.489258
	Iteration 21Q: 3 clusters Score -563477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -563481.625000 Penalty: 4172.489258
	Iteration 22Q: 3 clusters Score -563481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -563483.437500 Penalty: 4172.489258
	Iteration 23Q: 3 clusters Score -563483.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -563488.687500 Penalty: 4172.489258
	Iteration 24Q: 3 clusters Score -563488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -563492.437500 Penalty: 4172.489258
	Iteration 25Q: 3 clusters Score -563492.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -563495.437500 Penalty: 4172.489258
	Iteration 26Q: 3 clusters Score -563495.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -563498.000000 Penalty: 4172.489258
	Iteration 27Q: 3 clusters Score -563498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -563499.937500 Penalty: 4172.489258
	Iteration 28Q: 3 clusters Score -563499.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -563503.062500 Penalty: 4172.489258
	Iteration 29Q: 3 clusters Score -563503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -563503.437500 Penalty: 4172.489258
	Iteration 30Q: 3 clusters Score -563503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -563503.000000 Penalty: 4172.489258
	Iteration 31Q: 3 clusters Score -563503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -563503.000000 Penalty: 4172.489258
	Iteration 32F: 3 clusters Score -563503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1803972.000000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -1803972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1793709.625000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -1793710 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1796798.500000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -1796798 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1797149.875000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -1797150 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1797404.125000 Penalty: 4738.186035
	Iteration 3Q: 3 clusters Score -1797404 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1797625.875000 Penalty: 4738.186035
	Iteration 4Q: 3 clusters Score -1797626 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1797833.625000 Penalty: 4738.186035
	Iteration 5Q: 3 clusters Score -1797834 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1798007.875000 Penalty: 4738.186035
	Iteration 6Q: 3 clusters Score -1798008 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1798175.750000 Penalty: 4738.186035
	Iteration 7Q: 3 clusters Score -1798176 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1798393.750000 Penalty: 4738.186035
	Iteration 8Q: 3 clusters Score -1798394 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1798672.625000 Penalty: 4738.186035
	Iteration 9Q: 3 clusters Score -1798673 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1799059.625000 Penalty: 4738.186035
	Iteration 10Q: 3 clusters Score -1799060 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1799502.250000 Penalty: 4738.186035
	Iteration 11Q: 3 clusters Score -1799502 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1799988.125000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -1799988 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1800439.375000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -1800439 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1800796.250000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -1800796 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1801048.375000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -1801048 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1801247.000000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -1801247 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1801416.750000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -1801417 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1801566.125000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -1801566 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1801702.625000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -1801703 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1801830.875000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -1801831 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1801988.625000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -1801989 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1802145.375000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -1802145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1802295.125000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -1802295 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1802447.000000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -1802447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1802542.875000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -1802543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1802614.000000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -1802614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1802651.125000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -1802651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1802670.625000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -1802671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1802683.625000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -1802684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1802701.625000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -1802702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1802708.875000 Penalty: 4738.186035
	Iteration 31Q: 3 clusters Score -1802709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1802709.750000 Penalty: 4738.186035
	Iteration 32Q: 3 clusters Score -1802710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1802715.500000 Penalty: 4738.186035
	Iteration 33Q: 3 clusters Score -1802716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1802716.125000 Penalty: 4738.186035
	Iteration 34Q: 3 clusters Score -1802716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1802715.500000 Penalty: 4738.186035
	Iteration 35Q: 3 clusters Score -1802716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1802720.375000 Penalty: 4738.186035
	Iteration 36Q: 3 clusters Score -1802720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1802721.875000 Penalty: 4738.186035
	Iteration 37Q: 3 clusters Score -1802722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1802722.000000 Penalty: 4738.186035
	Iteration 38F: 3 clusters Score -1802722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1802722.125000 Penalty: 4738.186035
	Iteration 39Q: 3 clusters Score -1802722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1802718.875000 Penalty: 4738.186035
	Iteration 40F: 3 clusters Score -1802719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1802721.750000 Penalty: 4738.186035
	Iteration 41Q: 3 clusters Score -1802722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1802721.500000 Penalty: 4738.186035
	Iteration 42Q: 3 clusters Score -1802722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1802722.000000 Penalty: 4738.186035
	Iteration 43Q: 3 clusters Score -1802722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1802722.000000 Penalty: 4738.186035
	Iteration 44F: 3 clusters Score -1802722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -138222.093750 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -138222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136083.390625 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -136083.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136659.484375 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -136659.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137085.343750 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -137085.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137596.812500 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -137596.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138156.406250 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -138156.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138512.500000 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -138512.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138669.234375 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -138669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138686.750000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -138686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138690.734375 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -138690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138692.968750 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -138693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138695.968750 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -138696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138697.890625 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -138697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138699.109375 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -138699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138705.546875 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -138705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138711.250000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -138711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138732.750000 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -138732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138824.843750 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -138824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139069.046875 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -139069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139379.625000 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -139379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139379.625000 Penalty: 3552.164551
	Iteration 19F: 3 clusters Score -139379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165995 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 616 members 
Mstep: Class 12 contains 194020 members 
Mstep: Class 13 contains 167006 members 
Mstep: Class 16 contains 170206 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
Score: -166436496.000000 Penalty: 62900.175781
Splitting cluster 4 changes total score from -166436848.000000 to -166436496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Entering Unmasked Estep 
Score: -1362540.375000 Penalty: 2309.239990
	Iteration 0F: 2 clusters Score -1362540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1354256.250000 Penalty: 4618.479980
	Iteration 0F: 3 clusters Score -1354256 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1356806.250000 Penalty: 4618.479980
	Iteration 1F: 3 clusters Score -1356806 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1357175.500000 Penalty: 4618.479980
	Iteration 2F: 3 clusters Score -1357176 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1357474.375000 Penalty: 4618.479980
	Iteration 3F: 3 clusters Score -1357474 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1357781.875000 Penalty: 4618.479980
	Iteration 4F: 3 clusters Score -1357782 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1358106.500000 Penalty: 4618.479980
	Iteration 5Q: 3 clusters Score -1358106 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1358485.625000 Penalty: 4618.479980
	Iteration 6Q: 3 clusters Score -1358486 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1358888.375000 Penalty: 4618.479980
	Iteration 7F: 3 clusters Score -1358888 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1359223.875000 Penalty: 4618.479980
	Iteration 8Q: 3 clusters Score -1359224 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1359539.000000 Penalty: 4618.479980
	Iteration 9Q: 3 clusters Score -1359539 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1359853.125000 Penalty: 4618.479980
	Iteration 10Q: 3 clusters Score -1359853 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1360159.625000 Penalty: 4618.479980
	Iteration 11Q: 3 clusters Score -1360160 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1360426.500000 Penalty: 4618.479980
	Iteration 12Q: 3 clusters Score -1360426 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1360709.625000 Penalty: 4618.479980
	Iteration 13Q: 3 clusters Score -1360710 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1360922.000000 Penalty: 4618.479980
	Iteration 14Q: 3 clusters Score -1360922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1361041.250000 Penalty: 4618.479980
	Iteration 15Q: 3 clusters Score -1361041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1361117.750000 Penalty: 4618.479980
	Iteration 16Q: 3 clusters Score -1361118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1361172.625000 Penalty: 4618.479980
	Iteration 17Q: 3 clusters Score -1361173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1361206.750000 Penalty: 4618.479980
	Iteration 18Q: 3 clusters Score -1361207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1361224.250000 Penalty: 4618.479980
	Iteration 19Q: 3 clusters Score -1361224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1361240.625000 Penalty: 4618.479980
	Iteration 20F: 3 clusters Score -1361241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1361249.250000 Penalty: 4618.479980
	Iteration 21Q: 3 clusters Score -1361249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1361260.625000 Penalty: 4618.479980
	Iteration 22Q: 3 clusters Score -1361261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1361264.250000 Penalty: 4618.479980
	Iteration 23Q: 3 clusters Score -1361264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1361271.375000 Penalty: 4618.479980
	Iteration 24Q: 3 clusters Score -1361271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1361279.625000 Penalty: 4618.479980
	Iteration 25Q: 3 clusters Score -1361280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1361280.250000 Penalty: 4618.479980
	Iteration 26Q: 3 clusters Score -1361280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1361281.000000 Penalty: 4618.479980
	Iteration 27Q: 3 clusters Score -1361281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1361283.000000 Penalty: 4618.479980
	Iteration 28Q: 3 clusters Score -1361283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1361285.125000 Penalty: 4618.479980
	Iteration 29Q: 3 clusters Score -1361285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1361284.250000 Penalty: 4618.479980
	Iteration 30Q: 3 clusters Score -1361284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1361284.375000 Penalty: 4618.479980
	Iteration 31Q: 3 clusters Score -1361284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1361285.625000 Penalty: 4618.479980
	Iteration 32Q: 3 clusters Score -1361286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1361286.750000 Penalty: 4618.479980
	Iteration 33Q: 3 clusters Score -1361287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1361287.125000 Penalty: 4618.479980
	Iteration 34Q: 3 clusters Score -1361287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1361291.750000 Penalty: 4618.479980
	Iteration 35Q: 3 clusters Score -1361292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1361295.250000 Penalty: 4618.479980
	Iteration 36Q: 3 clusters Score -1361295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1361297.250000 Penalty: 4618.479980
	Iteration 37Q: 3 clusters Score -1361297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1361297.250000 Penalty: 4618.479980
	Iteration 38Q: 3 clusters Score -1361297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1361298.375000 Penalty: 4618.479980
	Iteration 39Q: 3 clusters Score -1361298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1361300.750000 Penalty: 4618.479980
	Iteration 40F: 3 clusters Score -1361301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1361301.375000 Penalty: 4618.479980
	Iteration 41Q: 3 clusters Score -1361301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1361302.750000 Penalty: 4618.479980
	Iteration 42Q: 3 clusters Score -1361303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1361301.375000 Penalty: 4618.479980
	Iteration 43Q: 3 clusters Score -1361301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1361302.750000 Penalty: 4618.479980
	Iteration 44Q: 3 clusters Score -1361303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1361306.000000 Penalty: 4618.479980
	Iteration 45Q: 3 clusters Score -1361306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1361308.625000 Penalty: 4618.479980
	Iteration 46Q: 3 clusters Score -1361309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1361306.625000 Penalty: 4618.479980
	Iteration 47Q: 3 clusters Score -1361307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1361306.000000 Penalty: 4618.479980
	Iteration 48Q: 3 clusters Score -1361306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1361308.875000 Penalty: 4618.479980
	Iteration 49Q: 3 clusters Score -1361309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1361308.875000 Penalty: 4618.479980
	Iteration 50F: 3 clusters Score -1361309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Entering Unmasked Estep 
Score: -4757595.500000 Penalty: 2612.184814
	Iteration 0F: 2 clusters Score -4757596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4732156.000000 Penalty: 5224.369629
	Iteration 0F: 3 clusters Score -4732156 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4741429.000000 Penalty: 5224.369629
	Iteration 1F: 3 clusters Score -4741429 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4741855.500000 Penalty: 5224.369629
	Iteration 2Q: 3 clusters Score -4741856 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4742194.000000 Penalty: 5224.369629
	Iteration 3Q: 3 clusters Score -4742194 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4742549.500000 Penalty: 5224.369629
	Iteration 4Q: 3 clusters Score -4742550 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4742932.000000 Penalty: 5224.369629
	Iteration 5Q: 3 clusters Score -4742932 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4743364.500000 Penalty: 5224.369629
	Iteration 6Q: 3 clusters Score -4743364 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4743992.500000 Penalty: 5224.369629
	Iteration 7Q: 3 clusters Score -4743992 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4744920.500000 Penalty: 5224.369629
	Iteration 8Q: 3 clusters Score -4744920 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4746399.000000 Penalty: 5224.369629
	Iteration 9F: 3 clusters Score -4746399 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4748556.000000 Penalty: 5224.369629
	Iteration 10F: 3 clusters Score -4748556 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4751064.000000 Penalty: 5224.369629
	Iteration 11F: 3 clusters Score -4751064 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4753171.000000 Penalty: 5224.369629
	Iteration 12F: 3 clusters Score -4753171 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4754347.500000 Penalty: 5224.369629
	Iteration 13Q: 3 clusters Score -4754348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4754856.500000 Penalty: 5224.369629
	Iteration 14Q: 3 clusters Score -4754856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4755051.000000 Penalty: 5224.369629
	Iteration 15Q: 3 clusters Score -4755051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4755157.500000 Penalty: 5224.369629
	Iteration 16Q: 3 clusters Score -4755158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4755218.500000 Penalty: 5224.369629
	Iteration 17Q: 3 clusters Score -4755218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4755248.000000 Penalty: 5224.369629
	Iteration 18Q: 3 clusters Score -4755248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4755274.500000 Penalty: 5224.369629
	Iteration 19Q: 3 clusters Score -4755274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -4755284.000000 Penalty: 5224.369629
	Iteration 20F: 3 clusters Score -4755284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4755295.500000 Penalty: 5224.369629
	Iteration 21Q: 3 clusters Score -4755296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4755306.000000 Penalty: 5224.369629
	Iteration 22Q: 3 clusters Score -4755306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4755308.500000 Penalty: 5224.369629
	Iteration 23Q: 3 clusters Score -4755308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4755314.500000 Penalty: 5224.369629
	Iteration 24Q: 3 clusters Score -4755314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -4755319.000000 Penalty: 5224.369629
	Iteration 25Q: 3 clusters Score -4755319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4755319.000000 Penalty: 5224.369629
	Iteration 26Q: 3 clusters Score -4755319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4755317.500000 Penalty: 5224.369629
	Iteration 27Q: 3 clusters Score -4755318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4755317.500000 Penalty: 5224.369629
	Iteration 28F: 3 clusters Score -4755318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Entering Unmasked Estep 
Score: -1502349.875000 Penalty: 2322.889404
	Iteration 0F: 2 clusters Score -1502350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1493622.625000 Penalty: 4645.778809
	Iteration 0F: 3 clusters Score -1493623 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1496310.250000 Penalty: 4645.778809
	Iteration 1F: 3 clusters Score -1496310 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1496666.875000 Penalty: 4645.778809
	Iteration 2F: 3 clusters Score -1496667 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1496961.125000 Penalty: 4645.778809
	Iteration 3Q: 3 clusters Score -1496961 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1497306.750000 Penalty: 4645.778809
	Iteration 4Q: 3 clusters Score -1497307 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1497677.750000 Penalty: 4645.778809
	Iteration 5Q: 3 clusters Score -1497678 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1498078.500000 Penalty: 4645.778809
	Iteration 6F: 3 clusters Score -1498078 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1498501.375000 Penalty: 4645.778809
	Iteration 7F: 3 clusters Score -1498501 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1498931.625000 Penalty: 4645.778809
	Iteration 8F: 3 clusters Score -1498932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1499296.125000 Penalty: 4645.778809
	Iteration 9Q: 3 clusters Score -1499296 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1499636.750000 Penalty: 4645.778809
	Iteration 10Q: 3 clusters Score -1499637 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1499883.375000 Penalty: 4645.778809
	Iteration 11Q: 3 clusters Score -1499883 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1500039.375000 Penalty: 4645.778809
	Iteration 12Q: 3 clusters Score -1500039 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1500164.250000 Penalty: 4645.778809
	Iteration 13Q: 3 clusters Score -1500164 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1500267.000000 Penalty: 4645.778809
	Iteration 14Q: 3 clusters Score -1500267 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1500349.000000 Penalty: 4645.778809
	Iteration 15Q: 3 clusters Score -1500349 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1500423.000000 Penalty: 4645.778809
	Iteration 16Q: 3 clusters Score -1500423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1500480.375000 Penalty: 4645.778809
	Iteration 17Q: 3 clusters Score -1500480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1500534.625000 Penalty: 4645.778809
	Iteration 18Q: 3 clusters Score -1500535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1500586.875000 Penalty: 4645.778809
	Iteration 19Q: 3 clusters Score -1500587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1500623.125000 Penalty: 4645.778809
	Iteration 20F: 3 clusters Score -1500623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1500658.625000 Penalty: 4645.778809
	Iteration 21Q: 3 clusters Score -1500659 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1500678.500000 Penalty: 4645.778809
	Iteration 22Q: 3 clusters Score -1500678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1500700.625000 Penalty: 4645.778809
	Iteration 23Q: 3 clusters Score -1500701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1500722.625000 Penalty: 4645.778809
	Iteration 24Q: 3 clusters Score -1500723 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1500746.750000 Penalty: 4645.778809
	Iteration 25Q: 3 clusters Score -1500747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1500763.500000 Penalty: 4645.778809
	Iteration 26Q: 3 clusters Score -1500764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1500783.500000 Penalty: 4645.778809
	Iteration 27Q: 3 clusters Score -1500784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1500799.125000 Penalty: 4645.778809
	Iteration 28Q: 3 clusters Score -1500799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1500810.500000 Penalty: 4645.778809
	Iteration 29Q: 3 clusters Score -1500810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1500827.250000 Penalty: 4645.778809
	Iteration 30Q: 3 clusters Score -1500827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1500842.500000 Penalty: 4645.778809
	Iteration 31Q: 3 clusters Score -1500842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1500843.000000 Penalty: 4645.778809
	Iteration 32Q: 3 clusters Score -1500843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1500849.000000 Penalty: 4645.778809
	Iteration 33Q: 3 clusters Score -1500849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1500850.875000 Penalty: 4645.778809
	Iteration 34Q: 3 clusters Score -1500851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1500857.875000 Penalty: 4645.778809
	Iteration 35Q: 3 clusters Score -1500858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1500861.875000 Penalty: 4645.778809
	Iteration 36Q: 3 clusters Score -1500862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1500864.500000 Penalty: 4645.778809
	Iteration 37Q: 3 clusters Score -1500864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1500864.500000 Penalty: 4645.778809
	Iteration 38Q: 3 clusters Score -1500864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1500869.375000 Penalty: 4645.778809
	Iteration 39Q: 3 clusters Score -1500869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1500872.875000 Penalty: 4645.778809
	Iteration 40F: 3 clusters Score -1500873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1500873.875000 Penalty: 4645.778809
	Iteration 41Q: 3 clusters Score -1500874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1500873.250000 Penalty: 4645.778809
	Iteration 42Q: 3 clusters Score -1500873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1500873.750000 Penalty: 4645.778809
	Iteration 43Q: 3 clusters Score -1500874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1500876.375000 Penalty: 4645.778809
	Iteration 44Q: 3 clusters Score -1500876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1500876.375000 Penalty: 4645.778809
	Iteration 45F: 3 clusters Score -1500876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Entering Unmasked Estep 
Score: -21457724.000000 Penalty: 2980.888916
	Iteration 0F: 2 clusters Score -2.145772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -21348756.000000 Penalty: 5961.777832
	Iteration 0F: 3 clusters Score -2.134876e+07 nChanged 79585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -21395550.000000 Penalty: 5961.777832
	Iteration 1F: 3 clusters Score -2.139555e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -21396538.000000 Penalty: 5961.777832
	Iteration 2Q: 3 clusters Score -2.139654e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -21397772.000000 Penalty: 5961.777832
	Iteration 3Q: 3 clusters Score -2.139777e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -21400174.000000 Penalty: 5961.777832
	Iteration 4Q: 3 clusters Score -2.140017e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -21404348.000000 Penalty: 5961.777832
	Iteration 5F: 3 clusters Score -2.140435e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -21410386.000000 Penalty: 5961.777832
	Iteration 6F: 3 clusters Score -2.141039e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120329 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -21418972.000000 Penalty: 5961.777832
	Iteration 7F: 3 clusters Score -2.141897e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131412 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -21429716.000000 Penalty: 5961.777832
	Iteration 8F: 3 clusters Score -2.142972e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -21440242.000000 Penalty: 5961.777832
	Iteration 9F: 3 clusters Score -2.144024e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -21448796.000000 Penalty: 5961.777832
	Iteration 10Q: 3 clusters Score -2.14488e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -21452086.000000 Penalty: 5961.777832
	Iteration 11Q: 3 clusters Score -2.145209e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -21453280.000000 Penalty: 5961.777832
	Iteration 12Q: 3 clusters Score -2.145328e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -21453946.000000 Penalty: 5961.777832
	Iteration 13Q: 3 clusters Score -2.145395e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149213 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -21454348.000000 Penalty: 5961.777832
	Iteration 14Q: 3 clusters Score -2.145435e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -21454504.000000 Penalty: 5961.777832
	Iteration 15Q: 3 clusters Score -2.14545e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150231 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -21454656.000000 Penalty: 5961.777832
	Iteration 16Q: 3 clusters Score -2.145466e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -21454754.000000 Penalty: 5961.777832
	Iteration 17Q: 3 clusters Score -2.145475e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -21454852.000000 Penalty: 5961.777832
	Iteration 18Q: 3 clusters Score -2.145485e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -21454928.000000 Penalty: 5961.777832
	Iteration 19Q: 3 clusters Score -2.145493e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -21455040.000000 Penalty: 5961.777832
	Iteration 20F: 3 clusters Score -2.145504e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -21455072.000000 Penalty: 5961.777832
	Iteration 21Q: 3 clusters Score -2.145507e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -21455090.000000 Penalty: 5961.777832
	Iteration 22Q: 3 clusters Score -2.145509e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -21455070.000000 Penalty: 5961.777832
	Iteration 23Q: 3 clusters Score -2.145507e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -21455106.000000 Penalty: 5961.777832
	Iteration 24Q: 3 clusters Score -2.145511e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -21455094.000000 Penalty: 5961.777832
	Iteration 25Q: 3 clusters Score -2.145509e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -21455116.000000 Penalty: 5961.777832
	Iteration 26Q: 3 clusters Score -2.145512e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -21455194.000000 Penalty: 5961.777832
	Iteration 27Q: 3 clusters Score -2.145519e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -21455230.000000 Penalty: 5961.777832
	Iteration 28Q: 3 clusters Score -2.145523e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -21455238.000000 Penalty: 5961.777832
	Iteration 29Q: 3 clusters Score -2.145524e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -21455226.000000 Penalty: 5961.777832
	Iteration 30Q: 3 clusters Score -2.145523e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -21455228.000000 Penalty: 5961.777832
	Iteration 31Q: 3 clusters Score -2.145523e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -21455280.000000 Penalty: 5961.777832
	Iteration 32Q: 3 clusters Score -2.145528e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -21455264.000000 Penalty: 5961.777832
	Iteration 33Q: 3 clusters Score -2.145526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -21455294.000000 Penalty: 5961.777832
	Iteration 34Q: 3 clusters Score -2.145529e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -21455336.000000 Penalty: 5961.777832
	Iteration 35Q: 3 clusters Score -2.145534e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -21455332.000000 Penalty: 5961.777832
	Iteration 36Q: 3 clusters Score -2.145533e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -21455370.000000 Penalty: 5961.777832
	Iteration 37Q: 3 clusters Score -2.145537e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -21455396.000000 Penalty: 5961.777832
	Iteration 38Q: 3 clusters Score -2.14554e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -21455428.000000 Penalty: 5961.777832
	Iteration 39Q: 3 clusters Score -2.145543e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -21455466.000000 Penalty: 5961.777832
	Iteration 40F: 3 clusters Score -2.145547e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156072 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -21455448.000000 Penalty: 5961.777832
	Iteration 41Q: 3 clusters Score -2.145545e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -21455448.000000 Penalty: 5961.777832
	Iteration 42Q: 3 clusters Score -2.145545e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -21455430.000000 Penalty: 5961.777832
	Iteration 43Q: 3 clusters Score -2.145543e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -21455432.000000 Penalty: 5961.777832
	Iteration 44Q: 3 clusters Score -2.145543e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -21455460.000000 Penalty: 5961.777832
	Iteration 45Q: 3 clusters Score -2.145546e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156870 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -21455440.000000 Penalty: 5961.777832
	Iteration 46Q: 3 clusters Score -2.145544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -21455484.000000 Penalty: 5961.777832
	Iteration 47Q: 3 clusters Score -2.145548e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -21455446.000000 Penalty: 5961.777832
	Iteration 48Q: 3 clusters Score -2.145545e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -21455452.000000 Penalty: 5961.777832
	Iteration 49Q: 3 clusters Score -2.145545e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -21455464.000000 Penalty: 5961.777832
	Iteration 50Q: 3 clusters Score -2.145546e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -21455502.000000 Penalty: 5961.777832
	Iteration 51Q: 3 clusters Score -2.14555e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -21455484.000000 Penalty: 5961.777832
	Iteration 52Q: 3 clusters Score -2.145548e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -21455474.000000 Penalty: 5961.777832
	Iteration 53Q: 3 clusters Score -2.145547e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -21455472.000000 Penalty: 5961.777832
	Iteration 54Q: 3 clusters Score -2.145547e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -21455486.000000 Penalty: 5961.777832
	Iteration 55Q: 3 clusters Score -2.145549e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -21455486.000000 Penalty: 5961.777832
	Iteration 56Q: 3 clusters Score -2.145549e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -21455546.000000 Penalty: 5961.777832
	Iteration 57Q: 3 clusters Score -2.145555e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -21455540.000000 Penalty: 5961.777832
	Iteration 58Q: 3 clusters Score -2.145554e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -21455544.000000 Penalty: 5961.777832
	Iteration 59Q: 3 clusters Score -2.145554e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -21455494.000000 Penalty: 5961.777832
	Iteration 60F: 3 clusters Score -2.145549e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -21455512.000000 Penalty: 5961.777832
	Iteration 61Q: 3 clusters Score -2.145551e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -21455522.000000 Penalty: 5961.777832
	Iteration 62Q: 3 clusters Score -2.145552e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -21455534.000000 Penalty: 5961.777832
	Iteration 63Q: 3 clusters Score -2.145553e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -21455466.000000 Penalty: 5961.777832
	Iteration 64Q: 3 clusters Score -2.145547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -21455494.000000 Penalty: 5961.777832
	Iteration 65Q: 3 clusters Score -2.145549e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -21455542.000000 Penalty: 5961.777832
	Iteration 66Q: 3 clusters Score -2.145554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -21455510.000000 Penalty: 5961.777832
	Iteration 67Q: 3 clusters Score -2.145551e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -21455486.000000 Penalty: 5961.777832
	Iteration 68Q: 3 clusters Score -2.145549e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -21455478.000000 Penalty: 5961.777832
	Iteration 69Q: 3 clusters Score -2.145548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -21455500.000000 Penalty: 5961.777832
	Iteration 70Q: 3 clusters Score -2.14555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -21455504.000000 Penalty: 5961.777832
	Iteration 71Q: 3 clusters Score -2.14555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -21455474.000000 Penalty: 5961.777832
	Iteration 72Q: 3 clusters Score -2.145547e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -21455498.000000 Penalty: 5961.777832
	Iteration 73Q: 3 clusters Score -2.14555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -21455462.000000 Penalty: 5961.777832
	Iteration 74Q: 3 clusters Score -2.145546e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -21455458.000000 Penalty: 5961.777832
	Iteration 75Q: 3 clusters Score -2.145546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -21455464.000000 Penalty: 5961.777832
	Iteration 76Q: 3 clusters Score -2.145546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -21455454.000000 Penalty: 5961.777832
	Iteration 77Q: 3 clusters Score -2.145545e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -21455488.000000 Penalty: 5961.777832
	Iteration 78Q: 3 clusters Score -2.145549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21455486.000000 Penalty: 5961.777832
	Iteration 79Q: 3 clusters Score -2.145549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -21455482.000000 Penalty: 5961.777832
	Iteration 80F: 3 clusters Score -2.145548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -21455514.000000 Penalty: 5961.777832
	Iteration 81Q: 3 clusters Score -2.145551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -21455542.000000 Penalty: 5961.777832
	Iteration 82Q: 3 clusters Score -2.145554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -21455524.000000 Penalty: 5961.777832
	Iteration 83Q: 3 clusters Score -2.145552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159868 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -21455542.000000 Penalty: 5961.777832
	Iteration 84Q: 3 clusters Score -2.145554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -21455542.000000 Penalty: 5961.777832
	Iteration 85Q: 3 clusters Score -2.145554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -21455546.000000 Penalty: 5961.777832
	Iteration 86Q: 3 clusters Score -2.145555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159897 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21455540.000000 Penalty: 5961.777832
	Iteration 87Q: 3 clusters Score -2.145554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -21455544.000000 Penalty: 5961.777832
	Iteration 88Q: 3 clusters Score -2.145554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -21455542.000000 Penalty: 5961.777832
	Iteration 89Q: 3 clusters Score -2.145554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -21455538.000000 Penalty: 5961.777832
	Iteration 90Q: 3 clusters Score -2.145554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159912 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -21455550.000000 Penalty: 5961.777832
	Iteration 91Q: 3 clusters Score -2.145555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -21455550.000000 Penalty: 5961.777832
	Iteration 92Q: 3 clusters Score -2.145555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -21455544.000000 Penalty: 5961.777832
	Iteration 93Q: 3 clusters Score -2.145554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -21455526.000000 Penalty: 5961.777832
	Iteration 94Q: 3 clusters Score -2.145553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -21455536.000000 Penalty: 5961.777832
	Iteration 95Q: 3 clusters Score -2.145554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -21455552.000000 Penalty: 5961.777832
	Iteration 96Q: 3 clusters Score -2.145555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -21455558.000000 Penalty: 5961.777832
	Iteration 97Q: 3 clusters Score -2.145556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -21455554.000000 Penalty: 5961.777832
	Iteration 98Q: 3 clusters Score -2.145555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -21455570.000000 Penalty: 5961.777832
	Iteration 99Q: 3 clusters Score -2.145557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159999 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -21455578.000000 Penalty: 5961.777832
	Iteration 100F: 3 clusters Score -2.145558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -21455562.000000 Penalty: 5961.777832
	Iteration 101Q: 3 clusters Score -2.145556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160031 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -21455566.000000 Penalty: 5961.777832
	Iteration 102Q: 3 clusters Score -2.145557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -21455556.000000 Penalty: 5961.777832
	Iteration 103Q: 3 clusters Score -2.145556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -21455554.000000 Penalty: 5961.777832
	Iteration 104Q: 3 clusters Score -2.145555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -21455560.000000 Penalty: 5961.777832
	Iteration 105Q: 3 clusters Score -2.145556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -21455568.000000 Penalty: 5961.777832
	Iteration 106Q: 3 clusters Score -2.145557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -21455536.000000 Penalty: 5961.777832
	Iteration 107Q: 3 clusters Score -2.145554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -21455532.000000 Penalty: 5961.777832
	Iteration 108Q: 3 clusters Score -2.145553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -21455520.000000 Penalty: 5961.777832
	Iteration 109Q: 3 clusters Score -2.145552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160185 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -21455532.000000 Penalty: 5961.777832
	Iteration 110Q: 3 clusters Score -2.145553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -21455518.000000 Penalty: 5961.777832
	Iteration 111Q: 3 clusters Score -2.145552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -21455538.000000 Penalty: 5961.777832
	Iteration 112Q: 3 clusters Score -2.145554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -21455548.000000 Penalty: 5961.777832
	Iteration 113Q: 3 clusters Score -2.145555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -21455556.000000 Penalty: 5961.777832
	Iteration 114Q: 3 clusters Score -2.145556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -21455570.000000 Penalty: 5961.777832
	Iteration 115Q: 3 clusters Score -2.145557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160263 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -21455560.000000 Penalty: 5961.777832
	Iteration 116Q: 3 clusters Score -2.145556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160280 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -21455550.000000 Penalty: 5961.777832
	Iteration 117Q: 3 clusters Score -2.145555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -21455544.000000 Penalty: 5961.777832
	Iteration 118Q: 3 clusters Score -2.145554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -21455562.000000 Penalty: 5961.777832
	Iteration 119Q: 3 clusters Score -2.145556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -21455552.000000 Penalty: 5961.777832
	Iteration 120F: 3 clusters Score -2.145555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -21455576.000000 Penalty: 5961.777832
	Iteration 121Q: 3 clusters Score -2.145558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21455602.000000 Penalty: 5961.777832
	Iteration 122Q: 3 clusters Score -2.14556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -21455598.000000 Penalty: 5961.777832
	Iteration 123Q: 3 clusters Score -2.14556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -21455626.000000 Penalty: 5961.777832
	Iteration 124Q: 3 clusters Score -2.145563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160440 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -21455620.000000 Penalty: 5961.777832
	Iteration 125Q: 3 clusters Score -2.145562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -21455608.000000 Penalty: 5961.777832
	Iteration 126Q: 3 clusters Score -2.145561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160482 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -21455632.000000 Penalty: 5961.777832
	Iteration 127Q: 3 clusters Score -2.145563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -21455650.000000 Penalty: 5961.777832
	Iteration 128Q: 3 clusters Score -2.145565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -21455636.000000 Penalty: 5961.777832
	Iteration 129Q: 3 clusters Score -2.145564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -21455652.000000 Penalty: 5961.777832
	Iteration 130Q: 3 clusters Score -2.145565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21455652.000000 Penalty: 5961.777832
	Iteration 131Q: 3 clusters Score -2.145565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -21455640.000000 Penalty: 5961.777832
	Iteration 132Q: 3 clusters Score -2.145564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -21455644.000000 Penalty: 5961.777832
	Iteration 133Q: 3 clusters Score -2.145564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160589 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -21455600.000000 Penalty: 5961.777832
	Iteration 134Q: 3 clusters Score -2.14556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -21455620.000000 Penalty: 5961.777832
	Iteration 135Q: 3 clusters Score -2.145562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -21455634.000000 Penalty: 5961.777832
	Iteration 136Q: 3 clusters Score -2.145563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -21455628.000000 Penalty: 5961.777832
	Iteration 137Q: 3 clusters Score -2.145563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -21455648.000000 Penalty: 5961.777832
	Iteration 138Q: 3 clusters Score -2.145565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -21455644.000000 Penalty: 5961.777832
	Iteration 139Q: 3 clusters Score -2.145564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160641 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -21455648.000000 Penalty: 5961.777832
	Iteration 140F: 3 clusters Score -2.145565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -21455660.000000 Penalty: 5961.777832
	Iteration 141Q: 3 clusters Score -2.145566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -21455656.000000 Penalty: 5961.777832
	Iteration 142Q: 3 clusters Score -2.145566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -21455674.000000 Penalty: 5961.777832
	Iteration 143Q: 3 clusters Score -2.145567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -21455664.000000 Penalty: 5961.777832
	Iteration 144Q: 3 clusters Score -2.145566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -21455682.000000 Penalty: 5961.777832
	Iteration 145Q: 3 clusters Score -2.145568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -21455678.000000 Penalty: 5961.777832
	Iteration 146Q: 3 clusters Score -2.145568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -21455680.000000 Penalty: 5961.777832
	Iteration 147Q: 3 clusters Score -2.145568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -21455680.000000 Penalty: 5961.777832
	Iteration 148F: 3 clusters Score -2.145568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (171199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Entering Unmasked Estep 
Score: -22157732.000000 Penalty: 2988.544434
	Iteration 0F: 2 clusters Score -2.215773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -22046680.000000 Penalty: 5977.088867
	Iteration 0F: 3 clusters Score -2.204668e+07 nChanged 81917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -22094580.000000 Penalty: 5977.088867
	Iteration 1F: 3 clusters Score -2.209458e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -22095892.000000 Penalty: 5977.088867
	Iteration 2Q: 3 clusters Score -2.209589e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -22097360.000000 Penalty: 5977.088867
	Iteration 3Q: 3 clusters Score -2.209736e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -22099266.000000 Penalty: 5977.088867
	Iteration 4Q: 3 clusters Score -2.209927e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -22102272.000000 Penalty: 5977.088867
	Iteration 5Q: 3 clusters Score -2.210227e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -22107190.000000 Penalty: 5977.088867
	Iteration 6F: 3 clusters Score -2.210719e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -22114430.000000 Penalty: 5977.088867
	Iteration 7F: 3 clusters Score -2.211443e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -22123574.000000 Penalty: 5977.088867
	Iteration 8F: 3 clusters Score -2.212357e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -22133016.000000 Penalty: 5977.088867
	Iteration 9F: 3 clusters Score -2.213302e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -22140956.000000 Penalty: 5977.088867
	Iteration 10F: 3 clusters Score -2.214096e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -22146614.000000 Penalty: 5977.088867
	Iteration 11Q: 3 clusters Score -2.214661e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -22150312.000000 Penalty: 5977.088867
	Iteration 12Q: 3 clusters Score -2.215031e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -22152540.000000 Penalty: 5977.088867
	Iteration 13Q: 3 clusters Score -2.215254e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22153940.000000 Penalty: 5977.088867
	Iteration 14Q: 3 clusters Score -2.215394e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169097 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22154606.000000 Penalty: 5977.088867
	Iteration 15Q: 3 clusters Score -2.215461e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169816 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22154852.000000 Penalty: 5977.088867
	Iteration 16Q: 3 clusters Score -2.215485e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22154976.000000 Penalty: 5977.088867
	Iteration 17Q: 3 clusters Score -2.215498e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22155018.000000 Penalty: 5977.088867
	Iteration 18Q: 3 clusters Score -2.215502e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170519 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -22155096.000000 Penalty: 5977.088867
	Iteration 19Q: 3 clusters Score -2.21551e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22155152.000000 Penalty: 5977.088867
	Iteration 20F: 3 clusters Score -2.215515e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22155164.000000 Penalty: 5977.088867
	Iteration 21Q: 3 clusters Score -2.215516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22155164.000000 Penalty: 5977.088867
	Iteration 22Q: 3 clusters Score -2.215516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22155174.000000 Penalty: 5977.088867
	Iteration 23Q: 3 clusters Score -2.215517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22155190.000000 Penalty: 5977.088867
	Iteration 24Q: 3 clusters Score -2.215519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22155224.000000 Penalty: 5977.088867
	Iteration 25Q: 3 clusters Score -2.215522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22155226.000000 Penalty: 5977.088867
	Iteration 26Q: 3 clusters Score -2.215523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -22155212.000000 Penalty: 5977.088867
	Iteration 27Q: 3 clusters Score -2.215521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22155214.000000 Penalty: 5977.088867
	Iteration 28Q: 3 clusters Score -2.215521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22155228.000000 Penalty: 5977.088867
	Iteration 29Q: 3 clusters Score -2.215523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22155222.000000 Penalty: 5977.088867
	Iteration 30Q: 3 clusters Score -2.215522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22155214.000000 Penalty: 5977.088867
	Iteration 31Q: 3 clusters Score -2.215521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22155214.000000 Penalty: 5977.088867
	Iteration 32F: 3 clusters Score -2.215521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160454 members 
Entering Unmasked Estep 
Score: -20596728.000000 Penalty: 2972.469238
	Iteration 0F: 2 clusters Score -2.059673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -20490348.000000 Penalty: 5944.938477
	Iteration 0F: 3 clusters Score -2.049035e+07 nChanged 76695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -20536492.000000 Penalty: 5944.938477
	Iteration 1F: 3 clusters Score -2.053649e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -20538534.000000 Penalty: 5944.938477
	Iteration 2Q: 3 clusters Score -2.053853e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -20541338.000000 Penalty: 5944.938477
	Iteration 3Q: 3 clusters Score -2.054134e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -20545080.000000 Penalty: 5944.938477
	Iteration 4F: 3 clusters Score -2.054508e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -20550756.000000 Penalty: 5944.938477
	Iteration 5F: 3 clusters Score -2.055076e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -20557260.000000 Penalty: 5944.938477
	Iteration 6F: 3 clusters Score -2.055726e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -20564888.000000 Penalty: 5944.938477
	Iteration 7F: 3 clusters Score -2.056489e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122629 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -20572068.000000 Penalty: 5944.938477
	Iteration 8F: 3 clusters Score -2.057207e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -20577546.000000 Penalty: 5944.938477
	Iteration 9Q: 3 clusters Score -2.057755e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132554 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -20581208.000000 Penalty: 5944.938477
	Iteration 10Q: 3 clusters Score -2.058121e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -20583638.000000 Penalty: 5944.938477
	Iteration 11Q: 3 clusters Score -2.058364e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139439 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -20585510.000000 Penalty: 5944.938477
	Iteration 12Q: 3 clusters Score -2.058551e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -20587180.000000 Penalty: 5944.938477
	Iteration 13Q: 3 clusters Score -2.058718e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -20588754.000000 Penalty: 5944.938477
	Iteration 14Q: 3 clusters Score -2.058875e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -20590066.000000 Penalty: 5944.938477
	Iteration 15Q: 3 clusters Score -2.059007e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149645 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -20591246.000000 Penalty: 5944.938477
	Iteration 16Q: 3 clusters Score -2.059125e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -20592222.000000 Penalty: 5944.938477
	Iteration 17Q: 3 clusters Score -2.059222e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -20593046.000000 Penalty: 5944.938477
	Iteration 18Q: 3 clusters Score -2.059305e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -20593670.000000 Penalty: 5944.938477
	Iteration 19Q: 3 clusters Score -2.059367e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -20594132.000000 Penalty: 5944.938477
	Iteration 20F: 3 clusters Score -2.059413e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -20594576.000000 Penalty: 5944.938477
	Iteration 21Q: 3 clusters Score -2.059458e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -20594778.000000 Penalty: 5944.938477
	Iteration 22Q: 3 clusters Score -2.059478e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -20594948.000000 Penalty: 5944.938477
	Iteration 23Q: 3 clusters Score -2.059495e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -20595118.000000 Penalty: 5944.938477
	Iteration 24Q: 3 clusters Score -2.059512e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20595226.000000 Penalty: 5944.938477
	Iteration 25Q: 3 clusters Score -2.059523e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20595360.000000 Penalty: 5944.938477
	Iteration 26Q: 3 clusters Score -2.059536e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -20595506.000000 Penalty: 5944.938477
	Iteration 27Q: 3 clusters Score -2.059551e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -20595608.000000 Penalty: 5944.938477
	Iteration 28Q: 3 clusters Score -2.059561e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20595660.000000 Penalty: 5944.938477
	Iteration 29Q: 3 clusters Score -2.059566e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -20595722.000000 Penalty: 5944.938477
	Iteration 30Q: 3 clusters Score -2.059572e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20595770.000000 Penalty: 5944.938477
	Iteration 31Q: 3 clusters Score -2.059577e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -20595818.000000 Penalty: 5944.938477
	Iteration 32Q: 3 clusters Score -2.059582e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157687 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20595846.000000 Penalty: 5944.938477
	Iteration 33Q: 3 clusters Score -2.059585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -20595874.000000 Penalty: 5944.938477
	Iteration 34Q: 3 clusters Score -2.059587e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20595874.000000 Penalty: 5944.938477
	Iteration 35Q: 3 clusters Score -2.059587e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -20595898.000000 Penalty: 5944.938477
	Iteration 36Q: 3 clusters Score -2.05959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -20595922.000000 Penalty: 5944.938477
	Iteration 37Q: 3 clusters Score -2.059592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20595902.000000 Penalty: 5944.938477
	Iteration 38Q: 3 clusters Score -2.05959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20595898.000000 Penalty: 5944.938477
	Iteration 39Q: 3 clusters Score -2.05959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -20595906.000000 Penalty: 5944.938477
	Iteration 40F: 3 clusters Score -2.059591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20595900.000000 Penalty: 5944.938477
	Iteration 41Q: 3 clusters Score -2.05959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20595900.000000 Penalty: 5944.938477
	Iteration 42Q: 3 clusters Score -2.05959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20595900.000000 Penalty: 5944.938477
	Iteration 43Q: 3 clusters Score -2.05959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20595894.000000 Penalty: 5944.938477
	Iteration 44Q: 3 clusters Score -2.059589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20595894.000000 Penalty: 5944.938477
	Iteration 45F: 3 clusters Score -2.059589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194020 members 
Entering Unmasked Estep 
Score: -24843216.000000 Penalty: 3019.577637
	Iteration 0F: 2 clusters Score -2.484322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -24714854.000000 Penalty: 6039.155273
	Iteration 0F: 3 clusters Score -2.471485e+07 nChanged 93177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -24769240.000000 Penalty: 6039.155273
	Iteration 1F: 3 clusters Score -2.476924e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -24770144.000000 Penalty: 6039.155273
	Iteration 2Q: 3 clusters Score -2.477014e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -24771010.000000 Penalty: 6039.155273
	Iteration 3Q: 3 clusters Score -2.477101e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -24772072.000000 Penalty: 6039.155273
	Iteration 4Q: 3 clusters Score -2.477207e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -24773410.000000 Penalty: 6039.155273
	Iteration 5Q: 3 clusters Score -2.477341e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -24774674.000000 Penalty: 6039.155273
	Iteration 6Q: 3 clusters Score -2.477467e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -24776436.000000 Penalty: 6039.155273
	Iteration 7Q: 3 clusters Score -2.477644e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -24778924.000000 Penalty: 6039.155273
	Iteration 8Q: 3 clusters Score -2.477892e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -24782428.000000 Penalty: 6039.155273
	Iteration 9Q: 3 clusters Score -2.478243e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -24788014.000000 Penalty: 6039.155273
	Iteration 10F: 3 clusters Score -2.478801e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -24795670.000000 Penalty: 6039.155273
	Iteration 11F: 3 clusters Score -2.479567e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -24803192.000000 Penalty: 6039.155273
	Iteration 12F: 3 clusters Score -2.480319e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109999 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -24808734.000000 Penalty: 6039.155273
	Iteration 13F: 3 clusters Score -2.480873e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -24812176.000000 Penalty: 6039.155273
	Iteration 14Q: 3 clusters Score -2.481218e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -24814112.000000 Penalty: 6039.155273
	Iteration 15Q: 3 clusters Score -2.481411e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -24816076.000000 Penalty: 6039.155273
	Iteration 16Q: 3 clusters Score -2.481608e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -24818372.000000 Penalty: 6039.155273
	Iteration 17Q: 3 clusters Score -2.481837e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -24820746.000000 Penalty: 6039.155273
	Iteration 18Q: 3 clusters Score -2.482075e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -24823506.000000 Penalty: 6039.155273
	Iteration 19Q: 3 clusters Score -2.482351e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124236 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -24826234.000000 Penalty: 6039.155273
	Iteration 20F: 3 clusters Score -2.482623e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -24828444.000000 Penalty: 6039.155273
	Iteration 21Q: 3 clusters Score -2.482844e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130270 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -24830312.000000 Penalty: 6039.155273
	Iteration 22Q: 3 clusters Score -2.483031e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -24831658.000000 Penalty: 6039.155273
	Iteration 23Q: 3 clusters Score -2.483166e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -24832788.000000 Penalty: 6039.155273
	Iteration 24Q: 3 clusters Score -2.483279e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137636 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -24833786.000000 Penalty: 6039.155273
	Iteration 25Q: 3 clusters Score -2.483379e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139751 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -24834554.000000 Penalty: 6039.155273
	Iteration 26Q: 3 clusters Score -2.483455e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -24835092.000000 Penalty: 6039.155273
	Iteration 27Q: 3 clusters Score -2.483509e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -24835634.000000 Penalty: 6039.155273
	Iteration 28Q: 3 clusters Score -2.483563e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -24836120.000000 Penalty: 6039.155273
	Iteration 29Q: 3 clusters Score -2.483612e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -24836486.000000 Penalty: 6039.155273
	Iteration 30Q: 3 clusters Score -2.483649e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148435 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -24836778.000000 Penalty: 6039.155273
	Iteration 31Q: 3 clusters Score -2.483678e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -24837024.000000 Penalty: 6039.155273
	Iteration 32Q: 3 clusters Score -2.483702e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -24837260.000000 Penalty: 6039.155273
	Iteration 33Q: 3 clusters Score -2.483726e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -24837468.000000 Penalty: 6039.155273
	Iteration 34Q: 3 clusters Score -2.483747e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153988 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -24837766.000000 Penalty: 6039.155273
	Iteration 35Q: 3 clusters Score -2.483777e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155260 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -24838110.000000 Penalty: 6039.155273
	Iteration 36Q: 3 clusters Score -2.483811e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -24838306.000000 Penalty: 6039.155273
	Iteration 37Q: 3 clusters Score -2.483831e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157549 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -24838514.000000 Penalty: 6039.155273
	Iteration 38Q: 3 clusters Score -2.483851e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -24838758.000000 Penalty: 6039.155273
	Iteration 39Q: 3 clusters Score -2.483876e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -24838814.000000 Penalty: 6039.155273
	Iteration 40F: 3 clusters Score -2.483881e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160611 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -24839044.000000 Penalty: 6039.155273
	Iteration 41Q: 3 clusters Score -2.483904e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -24839180.000000 Penalty: 6039.155273
	Iteration 42Q: 3 clusters Score -2.483918e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162409 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -24839322.000000 Penalty: 6039.155273
	Iteration 43Q: 3 clusters Score -2.483932e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -24839452.000000 Penalty: 6039.155273
	Iteration 44Q: 3 clusters Score -2.483945e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -24839562.000000 Penalty: 6039.155273
	Iteration 45Q: 3 clusters Score -2.483956e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -24839684.000000 Penalty: 6039.155273
	Iteration 46Q: 3 clusters Score -2.483968e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -24839766.000000 Penalty: 6039.155273
	Iteration 47Q: 3 clusters Score -2.483977e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -24839846.000000 Penalty: 6039.155273
	Iteration 48Q: 3 clusters Score -2.483985e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -24839986.000000 Penalty: 6039.155273
	Iteration 49Q: 3 clusters Score -2.483999e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -24840128.000000 Penalty: 6039.155273
	Iteration 50Q: 3 clusters Score -2.484013e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -24840112.000000 Penalty: 6039.155273
	Iteration 51Q: 3 clusters Score -2.484011e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -24840170.000000 Penalty: 6039.155273
	Iteration 52Q: 3 clusters Score -2.484017e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169427 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -24840232.000000 Penalty: 6039.155273
	Iteration 53Q: 3 clusters Score -2.484023e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170031 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -24840242.000000 Penalty: 6039.155273
	Iteration 54Q: 3 clusters Score -2.484024e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -24840342.000000 Penalty: 6039.155273
	Iteration 55Q: 3 clusters Score -2.484034e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -24840274.000000 Penalty: 6039.155273
	Iteration 56Q: 3 clusters Score -2.484027e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -24840308.000000 Penalty: 6039.155273
	Iteration 57Q: 3 clusters Score -2.484031e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172136 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -24840370.000000 Penalty: 6039.155273
	Iteration 58Q: 3 clusters Score -2.484037e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -24840442.000000 Penalty: 6039.155273
	Iteration 59Q: 3 clusters Score -2.484044e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -24840448.000000 Penalty: 6039.155273
	Iteration 60F: 3 clusters Score -2.484045e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -24840422.000000 Penalty: 6039.155273
	Iteration 61Q: 3 clusters Score -2.484042e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -24840520.000000 Penalty: 6039.155273
	Iteration 62Q: 3 clusters Score -2.484052e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -24840574.000000 Penalty: 6039.155273
	Iteration 63Q: 3 clusters Score -2.484057e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174622 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -24840640.000000 Penalty: 6039.155273
	Iteration 64Q: 3 clusters Score -2.484064e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -24840608.000000 Penalty: 6039.155273
	Iteration 65Q: 3 clusters Score -2.484061e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -24840600.000000 Penalty: 6039.155273
	Iteration 66Q: 3 clusters Score -2.48406e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -24840600.000000 Penalty: 6039.155273
	Iteration 67Q: 3 clusters Score -2.48406e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175950 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -24840600.000000 Penalty: 6039.155273
	Iteration 68Q: 3 clusters Score -2.48406e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -24840618.000000 Penalty: 6039.155273
	Iteration 69Q: 3 clusters Score -2.484062e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -24840646.000000 Penalty: 6039.155273
	Iteration 70Q: 3 clusters Score -2.484065e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176863 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -24840604.000000 Penalty: 6039.155273
	Iteration 71Q: 3 clusters Score -2.48406e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -24840576.000000 Penalty: 6039.155273
	Iteration 72Q: 3 clusters Score -2.484058e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177472 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -24840528.000000 Penalty: 6039.155273
	Iteration 73Q: 3 clusters Score -2.484053e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177793 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -24840538.000000 Penalty: 6039.155273
	Iteration 74Q: 3 clusters Score -2.484054e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -24840546.000000 Penalty: 6039.155273
	Iteration 75Q: 3 clusters Score -2.484055e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178469 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -24840480.000000 Penalty: 6039.155273
	Iteration 76Q: 3 clusters Score -2.484048e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -24840472.000000 Penalty: 6039.155273
	Iteration 77Q: 3 clusters Score -2.484047e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179143 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -24840458.000000 Penalty: 6039.155273
	Iteration 78Q: 3 clusters Score -2.484046e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -24840466.000000 Penalty: 6039.155273
	Iteration 79Q: 3 clusters Score -2.484047e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -24840440.000000 Penalty: 6039.155273
	Iteration 80F: 3 clusters Score -2.484044e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -24840378.000000 Penalty: 6039.155273
	Iteration 81Q: 3 clusters Score -2.484038e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -24840424.000000 Penalty: 6039.155273
	Iteration 82Q: 3 clusters Score -2.484042e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180802 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -24840534.000000 Penalty: 6039.155273
	Iteration 83Q: 3 clusters Score -2.484053e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -24840540.000000 Penalty: 6039.155273
	Iteration 84Q: 3 clusters Score -2.484054e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181485 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -24840560.000000 Penalty: 6039.155273
	Iteration 85Q: 3 clusters Score -2.484056e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -24840644.000000 Penalty: 6039.155273
	Iteration 86Q: 3 clusters Score -2.484064e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -24840676.000000 Penalty: 6039.155273
	Iteration 87Q: 3 clusters Score -2.484068e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182499 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -24840600.000000 Penalty: 6039.155273
	Iteration 88Q: 3 clusters Score -2.48406e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -24840550.000000 Penalty: 6039.155273
	Iteration 89Q: 3 clusters Score -2.484055e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -24840570.000000 Penalty: 6039.155273
	Iteration 90Q: 3 clusters Score -2.484057e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -24840532.000000 Penalty: 6039.155273
	Iteration 91Q: 3 clusters Score -2.484053e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -24840552.000000 Penalty: 6039.155273
	Iteration 92Q: 3 clusters Score -2.484055e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183819 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -24840584.000000 Penalty: 6039.155273
	Iteration 93Q: 3 clusters Score -2.484058e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184086 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -24840610.000000 Penalty: 6039.155273
	Iteration 94Q: 3 clusters Score -2.484061e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184313 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -24840556.000000 Penalty: 6039.155273
	Iteration 95Q: 3 clusters Score -2.484056e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184540 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -24840596.000000 Penalty: 6039.155273
	Iteration 96Q: 3 clusters Score -2.48406e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -24840602.000000 Penalty: 6039.155273
	Iteration 97Q: 3 clusters Score -2.48406e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -24840616.000000 Penalty: 6039.155273
	Iteration 98Q: 3 clusters Score -2.484062e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -24840582.000000 Penalty: 6039.155273
	Iteration 99Q: 3 clusters Score -2.484058e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -24840592.000000 Penalty: 6039.155273
	Iteration 100F: 3 clusters Score -2.484059e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185606 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -24840578.000000 Penalty: 6039.155273
	Iteration 101Q: 3 clusters Score -2.484058e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185810 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -24840544.000000 Penalty: 6039.155273
	Iteration 102Q: 3 clusters Score -2.484054e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186020 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -24840548.000000 Penalty: 6039.155273
	Iteration 103Q: 3 clusters Score -2.484055e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186221 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -24840572.000000 Penalty: 6039.155273
	Iteration 104Q: 3 clusters Score -2.484057e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186436 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -24840602.000000 Penalty: 6039.155273
	Iteration 105Q: 3 clusters Score -2.48406e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186638 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -24840588.000000 Penalty: 6039.155273
	Iteration 106Q: 3 clusters Score -2.484059e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186841 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -24840566.000000 Penalty: 6039.155273
	Iteration 107Q: 3 clusters Score -2.484057e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -24840540.000000 Penalty: 6039.155273
	Iteration 108Q: 3 clusters Score -2.484054e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -24840564.000000 Penalty: 6039.155273
	Iteration 109Q: 3 clusters Score -2.484056e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187532 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -24840614.000000 Penalty: 6039.155273
	Iteration 110Q: 3 clusters Score -2.484061e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -24840610.000000 Penalty: 6039.155273
	Iteration 111Q: 3 clusters Score -2.484061e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187981 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -24840596.000000 Penalty: 6039.155273
	Iteration 112Q: 3 clusters Score -2.48406e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -24840612.000000 Penalty: 6039.155273
	Iteration 113Q: 3 clusters Score -2.484061e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -24840622.000000 Penalty: 6039.155273
	Iteration 114Q: 3 clusters Score -2.484062e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -24840596.000000 Penalty: 6039.155273
	Iteration 115Q: 3 clusters Score -2.48406e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188742 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -24840588.000000 Penalty: 6039.155273
	Iteration 116Q: 3 clusters Score -2.484059e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188914 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -24840600.000000 Penalty: 6039.155273
	Iteration 117Q: 3 clusters Score -2.48406e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -24840598.000000 Penalty: 6039.155273
	Iteration 118Q: 3 clusters Score -2.48406e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189274 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -24840618.000000 Penalty: 6039.155273
	Iteration 119Q: 3 clusters Score -2.484062e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189449 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -24840626.000000 Penalty: 6039.155273
	Iteration 120F: 3 clusters Score -2.484063e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189612 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -24840688.000000 Penalty: 6039.155273
	Iteration 121Q: 3 clusters Score -2.484069e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189768 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -24840666.000000 Penalty: 6039.155273
	Iteration 122Q: 3 clusters Score -2.484067e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189915 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -24840654.000000 Penalty: 6039.155273
	Iteration 123Q: 3 clusters Score -2.484065e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190044 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -24840634.000000 Penalty: 6039.155273
	Iteration 124Q: 3 clusters Score -2.484063e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190166 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -24840642.000000 Penalty: 6039.155273
	Iteration 125Q: 3 clusters Score -2.484064e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190297 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -24840650.000000 Penalty: 6039.155273
	Iteration 126Q: 3 clusters Score -2.484065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190410 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -24840658.000000 Penalty: 6039.155273
	Iteration 127Q: 3 clusters Score -2.484066e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -24840652.000000 Penalty: 6039.155273
	Iteration 128Q: 3 clusters Score -2.484065e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190616 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -24840658.000000 Penalty: 6039.155273
	Iteration 129Q: 3 clusters Score -2.484066e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190712 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -24840706.000000 Penalty: 6039.155273
	Iteration 130Q: 3 clusters Score -2.484071e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190816 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -24840682.000000 Penalty: 6039.155273
	Iteration 131Q: 3 clusters Score -2.484068e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190928 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -24840726.000000 Penalty: 6039.155273
	Iteration 132Q: 3 clusters Score -2.484073e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -24840738.000000 Penalty: 6039.155273
	Iteration 133Q: 3 clusters Score -2.484074e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -24840714.000000 Penalty: 6039.155273
	Iteration 134Q: 3 clusters Score -2.484071e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191271 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -24840748.000000 Penalty: 6039.155273
	Iteration 135Q: 3 clusters Score -2.484075e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191370 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -24840742.000000 Penalty: 6039.155273
	Iteration 136Q: 3 clusters Score -2.484074e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191450 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24840704.000000 Penalty: 6039.155273
	Iteration 137Q: 3 clusters Score -2.48407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -24840740.000000 Penalty: 6039.155273
	Iteration 138Q: 3 clusters Score -2.484074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -24840752.000000 Penalty: 6039.155273
	Iteration 139Q: 3 clusters Score -2.484075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191702 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24840738.000000 Penalty: 6039.155273
	Iteration 140F: 3 clusters Score -2.484074e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -24840764.000000 Penalty: 6039.155273
	Iteration 141Q: 3 clusters Score -2.484076e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24840766.000000 Penalty: 6039.155273
	Iteration 142Q: 3 clusters Score -2.484077e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191903 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24840800.000000 Penalty: 6039.155273
	Iteration 143Q: 3 clusters Score -2.48408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191967 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -24840802.000000 Penalty: 6039.155273
	Iteration 144Q: 3 clusters Score -2.48408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192025 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -24840804.000000 Penalty: 6039.155273
	Iteration 145Q: 3 clusters Score -2.48408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -24840796.000000 Penalty: 6039.155273
	Iteration 146Q: 3 clusters Score -2.48408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192142 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -24840816.000000 Penalty: 6039.155273
	Iteration 147Q: 3 clusters Score -2.484082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -24840822.000000 Penalty: 6039.155273
	Iteration 148Q: 3 clusters Score -2.484082e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192246 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24840836.000000 Penalty: 6039.155273
	Iteration 149Q: 3 clusters Score -2.484084e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -24840852.000000 Penalty: 6039.155273
	Iteration 150Q: 3 clusters Score -2.484085e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -24840854.000000 Penalty: 6039.155273
	Iteration 151Q: 3 clusters Score -2.484085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192392 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -24840900.000000 Penalty: 6039.155273
	Iteration 152Q: 3 clusters Score -2.48409e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24840870.000000 Penalty: 6039.155273
	Iteration 153Q: 3 clusters Score -2.484087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192467 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24840866.000000 Penalty: 6039.155273
	Iteration 154Q: 3 clusters Score -2.484087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192497 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -24840856.000000 Penalty: 6039.155273
	Iteration 155Q: 3 clusters Score -2.484086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192526 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -24840880.000000 Penalty: 6039.155273
	Iteration 156Q: 3 clusters Score -2.484088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192561 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24840876.000000 Penalty: 6039.155273
	Iteration 157Q: 3 clusters Score -2.484088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192589 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -24840916.000000 Penalty: 6039.155273
	Iteration 158Q: 3 clusters Score -2.484092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192613 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -24840894.000000 Penalty: 6039.155273
	Iteration 159Q: 3 clusters Score -2.484089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192641 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24840914.000000 Penalty: 6039.155273
	Iteration 160F: 3 clusters Score -2.484091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -24840914.000000 Penalty: 6039.155273
	Iteration 161Q: 3 clusters Score -2.484091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192699 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -24840920.000000 Penalty: 6039.155273
	Iteration 162Q: 3 clusters Score -2.484092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24840924.000000 Penalty: 6039.155273
	Iteration 163Q: 3 clusters Score -2.484092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192745 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24840906.000000 Penalty: 6039.155273
	Iteration 164Q: 3 clusters Score -2.484091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24840936.000000 Penalty: 6039.155273
	Iteration 165Q: 3 clusters Score -2.484094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -24840944.000000 Penalty: 6039.155273
	Iteration 166Q: 3 clusters Score -2.484094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192784 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -24840940.000000 Penalty: 6039.155273
	Iteration 167Q: 3 clusters Score -2.484094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192788 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24840950.000000 Penalty: 6039.155273
	Iteration 168Q: 3 clusters Score -2.484095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192795 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24840938.000000 Penalty: 6039.155273
	Iteration 169Q: 3 clusters Score -2.484094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24840932.000000 Penalty: 6039.155273
	Iteration 170Q: 3 clusters Score -2.484093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -24840928.000000 Penalty: 6039.155273
	Iteration 171Q: 3 clusters Score -2.484093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -24840948.000000 Penalty: 6039.155273
	Iteration 172Q: 3 clusters Score -2.484095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192809 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24840932.000000 Penalty: 6039.155273
	Iteration 173Q: 3 clusters Score -2.484093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192814 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24840942.000000 Penalty: 6039.155273
	Iteration 174Q: 3 clusters Score -2.484094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192819 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -24840956.000000 Penalty: 6039.155273
	Iteration 175Q: 3 clusters Score -2.484096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24840972.000000 Penalty: 6039.155273
	Iteration 176Q: 3 clusters Score -2.484097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192831 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -24840968.000000 Penalty: 6039.155273
	Iteration 177Q: 3 clusters Score -2.484097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192836 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24840974.000000 Penalty: 6039.155273
	Iteration 178Q: 3 clusters Score -2.484097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192841 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -24840968.000000 Penalty: 6039.155273
	Iteration 179Q: 3 clusters Score -2.484097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192847 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24840966.000000 Penalty: 6039.155273
	Iteration 180F: 3 clusters Score -2.484097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192853 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24840974.000000 Penalty: 6039.155273
	Iteration 181Q: 3 clusters Score -2.484097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192862 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24840956.000000 Penalty: 6039.155273
	Iteration 182Q: 3 clusters Score -2.484096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24840970.000000 Penalty: 6039.155273
	Iteration 183Q: 3 clusters Score -2.484097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192876 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24840964.000000 Penalty: 6039.155273
	Iteration 184Q: 3 clusters Score -2.484096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24840952.000000 Penalty: 6039.155273
	Iteration 185Q: 3 clusters Score -2.484095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -24840946.000000 Penalty: 6039.155273
	Iteration 186Q: 3 clusters Score -2.484095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24840960.000000 Penalty: 6039.155273
	Iteration 187Q: 3 clusters Score -2.484096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192897 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24840974.000000 Penalty: 6039.155273
	Iteration 188Q: 3 clusters Score -2.484097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192902 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -24840958.000000 Penalty: 6039.155273
	Iteration 189Q: 3 clusters Score -2.484096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192905 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -24840962.000000 Penalty: 6039.155273
	Iteration 190Q: 3 clusters Score -2.484096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192909 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -24840972.000000 Penalty: 6039.155273
	Iteration 191Q: 3 clusters Score -2.484097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192909 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -24840972.000000 Penalty: 6039.155273
	Iteration 192F: 3 clusters Score -2.484097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Entering Unmasked Estep 
Score: -21621980.000000 Penalty: 2982.394775
	Iteration 0F: 2 clusters Score -2.162198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83737 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -21510822.000000 Penalty: 5964.789551
	Iteration 0F: 3 clusters Score -2.151082e+07 nChanged 80105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -21557806.000000 Penalty: 5964.789551
	Iteration 1F: 3 clusters Score -2.155781e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -21559146.000000 Penalty: 5964.789551
	Iteration 2Q: 3 clusters Score -2.155915e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -21560880.000000 Penalty: 5964.789551
	Iteration 3Q: 3 clusters Score -2.156088e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -21563318.000000 Penalty: 5964.789551
	Iteration 4Q: 3 clusters Score -2.156332e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -21567306.000000 Penalty: 5964.789551
	Iteration 5Q: 3 clusters Score -2.156731e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -21573754.000000 Penalty: 5964.789551
	Iteration 6F: 3 clusters Score -2.157375e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -21583256.000000 Penalty: 5964.789551
	Iteration 7F: 3 clusters Score -2.158326e+07 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140966 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -21595150.000000 Penalty: 5964.789551
	Iteration 8F: 3 clusters Score -2.159515e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -21606842.000000 Penalty: 5964.789551
	Iteration 9F: 3 clusters Score -2.160684e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161296 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -21614452.000000 Penalty: 5964.789551
	Iteration 10Q: 3 clusters Score -2.161445e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -21617674.000000 Penalty: 5964.789551
	Iteration 11Q: 3 clusters Score -2.161767e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21618690.000000 Penalty: 5964.789551
	Iteration 12Q: 3 clusters Score -2.161869e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21619124.000000 Penalty: 5964.789551
	Iteration 13Q: 3 clusters Score -2.161912e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21619270.000000 Penalty: 5964.789551
	Iteration 14Q: 3 clusters Score -2.161927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21619356.000000 Penalty: 5964.789551
	Iteration 15Q: 3 clusters Score -2.161936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21619424.000000 Penalty: 5964.789551
	Iteration 16Q: 3 clusters Score -2.161942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166718 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21619454.000000 Penalty: 5964.789551
	Iteration 17Q: 3 clusters Score -2.161945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21619454.000000 Penalty: 5964.789551
	Iteration 18Q: 3 clusters Score -2.161945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21619468.000000 Penalty: 5964.789551
	Iteration 19Q: 3 clusters Score -2.161947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619486.000000 Penalty: 5964.789551
	Iteration 20F: 3 clusters Score -2.161949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21619484.000000 Penalty: 5964.789551
	Iteration 21Q: 3 clusters Score -2.161948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21619478.000000 Penalty: 5964.789551
	Iteration 22Q: 3 clusters Score -2.161948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166731 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21619488.000000 Penalty: 5964.789551
	Iteration 23Q: 3 clusters Score -2.161949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21619500.000000 Penalty: 5964.789551
	Iteration 24Q: 3 clusters Score -2.16195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619512.000000 Penalty: 5964.789551
	Iteration 25Q: 3 clusters Score -2.161951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21619524.000000 Penalty: 5964.789551
	Iteration 26Q: 3 clusters Score -2.161952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21619506.000000 Penalty: 5964.789551
	Iteration 27Q: 3 clusters Score -2.161951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619530.000000 Penalty: 5964.789551
	Iteration 28Q: 3 clusters Score -2.161953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21619542.000000 Penalty: 5964.789551
	Iteration 29Q: 3 clusters Score -2.161954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21619532.000000 Penalty: 5964.789551
	Iteration 30Q: 3 clusters Score -2.161953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21619530.000000 Penalty: 5964.789551
	Iteration 31Q: 3 clusters Score -2.161953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619546.000000 Penalty: 5964.789551
	Iteration 32Q: 3 clusters Score -2.161955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21619548.000000 Penalty: 5964.789551
	Iteration 33Q: 3 clusters Score -2.161955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619558.000000 Penalty: 5964.789551
	Iteration 34Q: 3 clusters Score -2.161956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21619558.000000 Penalty: 5964.789551
	Iteration 35F: 3 clusters Score -2.161956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Entering Unmasked Estep 
Score: -21936182.000000 Penalty: 2987.101562
	Iteration 0F: 2 clusters Score -2.193618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -21823708.000000 Penalty: 5974.203125
	Iteration 0F: 3 clusters Score -2.182371e+07 nChanged 81787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -21871372.000000 Penalty: 5974.203125
	Iteration 1F: 3 clusters Score -2.187137e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -21872980.000000 Penalty: 5974.203125
	Iteration 2Q: 3 clusters Score -2.187298e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -21875438.000000 Penalty: 5974.203125
	Iteration 3Q: 3 clusters Score -2.187544e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -21878686.000000 Penalty: 5974.203125
	Iteration 4Q: 3 clusters Score -2.187869e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -21883848.000000 Penalty: 5974.203125
	Iteration 5F: 3 clusters Score -2.188385e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -21891344.000000 Penalty: 5974.203125
	Iteration 6F: 3 clusters Score -2.189134e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -21900988.000000 Penalty: 5974.203125
	Iteration 7F: 3 clusters Score -2.190099e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -21909744.000000 Penalty: 5974.203125
	Iteration 8F: 3 clusters Score -2.190974e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -21915000.000000 Penalty: 5974.203125
	Iteration 9F: 3 clusters Score -2.1915e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -21916818.000000 Penalty: 5974.203125
	Iteration 10Q: 3 clusters Score -2.191682e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -21917606.000000 Penalty: 5974.203125
	Iteration 11Q: 3 clusters Score -2.191761e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -21918282.000000 Penalty: 5974.203125
	Iteration 12Q: 3 clusters Score -2.191828e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -21918716.000000 Penalty: 5974.203125
	Iteration 13Q: 3 clusters Score -2.191872e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -21919202.000000 Penalty: 5974.203125
	Iteration 14Q: 3 clusters Score -2.19192e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -21919612.000000 Penalty: 5974.203125
	Iteration 15Q: 3 clusters Score -2.191961e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -21919846.000000 Penalty: 5974.203125
	Iteration 16Q: 3 clusters Score -2.191985e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -21920114.000000 Penalty: 5974.203125
	Iteration 17Q: 3 clusters Score -2.192011e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -21920386.000000 Penalty: 5974.203125
	Iteration 18Q: 3 clusters Score -2.192039e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -21920480.000000 Penalty: 5974.203125
	Iteration 19Q: 3 clusters Score -2.192048e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -21920604.000000 Penalty: 5974.203125
	Iteration 20F: 3 clusters Score -2.19206e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -21920694.000000 Penalty: 5974.203125
	Iteration 21Q: 3 clusters Score -2.192069e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -21920894.000000 Penalty: 5974.203125
	Iteration 22Q: 3 clusters Score -2.192089e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -21920918.000000 Penalty: 5974.203125
	Iteration 23Q: 3 clusters Score -2.192092e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -21921062.000000 Penalty: 5974.203125
	Iteration 24Q: 3 clusters Score -2.192106e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -21921108.000000 Penalty: 5974.203125
	Iteration 25Q: 3 clusters Score -2.192111e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -21921142.000000 Penalty: 5974.203125
	Iteration 26Q: 3 clusters Score -2.192114e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -21921188.000000 Penalty: 5974.203125
	Iteration 27Q: 3 clusters Score -2.192119e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -21921224.000000 Penalty: 5974.203125
	Iteration 28Q: 3 clusters Score -2.192122e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -21921234.000000 Penalty: 5974.203125
	Iteration 29Q: 3 clusters Score -2.192123e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -21921244.000000 Penalty: 5974.203125
	Iteration 30Q: 3 clusters Score -2.192124e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -21921318.000000 Penalty: 5974.203125
	Iteration 31Q: 3 clusters Score -2.192132e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -21921348.000000 Penalty: 5974.203125
	Iteration 32Q: 3 clusters Score -2.192135e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -21921380.000000 Penalty: 5974.203125
	Iteration 33Q: 3 clusters Score -2.192138e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -21921408.000000 Penalty: 5974.203125
	Iteration 34Q: 3 clusters Score -2.192141e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -21921382.000000 Penalty: 5974.203125
	Iteration 35Q: 3 clusters Score -2.192138e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -21921452.000000 Penalty: 5974.203125
	Iteration 36Q: 3 clusters Score -2.192145e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -21921488.000000 Penalty: 5974.203125
	Iteration 37Q: 3 clusters Score -2.192149e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -21921560.000000 Penalty: 5974.203125
	Iteration 38Q: 3 clusters Score -2.192156e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -21921558.000000 Penalty: 5974.203125
	Iteration 39Q: 3 clusters Score -2.192156e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -21921546.000000 Penalty: 5974.203125
	Iteration 40F: 3 clusters Score -2.192155e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -21921568.000000 Penalty: 5974.203125
	Iteration 41Q: 3 clusters Score -2.192157e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -21921594.000000 Penalty: 5974.203125
	Iteration 42Q: 3 clusters Score -2.192159e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -21921660.000000 Penalty: 5974.203125
	Iteration 43Q: 3 clusters Score -2.192166e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -21921738.000000 Penalty: 5974.203125
	Iteration 44Q: 3 clusters Score -2.192174e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -21921892.000000 Penalty: 5974.203125
	Iteration 45Q: 3 clusters Score -2.192189e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -21921910.000000 Penalty: 5974.203125
	Iteration 46Q: 3 clusters Score -2.192191e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -21921942.000000 Penalty: 5974.203125
	Iteration 47Q: 3 clusters Score -2.192194e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -21921954.000000 Penalty: 5974.203125
	Iteration 48Q: 3 clusters Score -2.192195e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -21922108.000000 Penalty: 5974.203125
	Iteration 49Q: 3 clusters Score -2.192211e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -21922186.000000 Penalty: 5974.203125
	Iteration 50Q: 3 clusters Score -2.192219e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -21922232.000000 Penalty: 5974.203125
	Iteration 51Q: 3 clusters Score -2.192223e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -21922252.000000 Penalty: 5974.203125
	Iteration 52Q: 3 clusters Score -2.192225e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -21922340.000000 Penalty: 5974.203125
	Iteration 53Q: 3 clusters Score -2.192234e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -21922422.000000 Penalty: 5974.203125
	Iteration 54Q: 3 clusters Score -2.192242e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -21922484.000000 Penalty: 5974.203125
	Iteration 55Q: 3 clusters Score -2.192248e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -21922542.000000 Penalty: 5974.203125
	Iteration 56Q: 3 clusters Score -2.192254e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -21922738.000000 Penalty: 5974.203125
	Iteration 57Q: 3 clusters Score -2.192274e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -21922898.000000 Penalty: 5974.203125
	Iteration 58Q: 3 clusters Score -2.19229e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 110175 members 
Entering Unmasked Estep 
Score: -21922976.000000 Penalty: 5974.203125
	Iteration 59Q: 3 clusters Score -2.192298e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -21922994.000000 Penalty: 5974.203125
	Iteration 60F: 3 clusters Score -2.192299e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -21923168.000000 Penalty: 5974.203125
	Iteration 61Q: 3 clusters Score -2.192317e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -21923296.000000 Penalty: 5974.203125
	Iteration 62Q: 3 clusters Score -2.19233e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -21923516.000000 Penalty: 5974.203125
	Iteration 63Q: 3 clusters Score -2.192352e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -21923564.000000 Penalty: 5974.203125
	Iteration 64Q: 3 clusters Score -2.192356e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -21923694.000000 Penalty: 5974.203125
	Iteration 65Q: 3 clusters Score -2.192369e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -21923854.000000 Penalty: 5974.203125
	Iteration 66Q: 3 clusters Score -2.192385e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -21924108.000000 Penalty: 5974.203125
	Iteration 67Q: 3 clusters Score -2.192411e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -21924274.000000 Penalty: 5974.203125
	Iteration 68Q: 3 clusters Score -2.192427e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -21924490.000000 Penalty: 5974.203125
	Iteration 69Q: 3 clusters Score -2.192449e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -21924756.000000 Penalty: 5974.203125
	Iteration 70Q: 3 clusters Score -2.192476e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 123369 members 
Entering Unmasked Estep 
Score: -21924952.000000 Penalty: 5974.203125
	Iteration 71Q: 3 clusters Score -2.192495e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -21925244.000000 Penalty: 5974.203125
	Iteration 72Q: 3 clusters Score -2.192524e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 125834 members 
Entering Unmasked Estep 
Score: -21925628.000000 Penalty: 5974.203125
	Iteration 73Q: 3 clusters Score -2.192563e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -21926006.000000 Penalty: 5974.203125
	Iteration 74Q: 3 clusters Score -2.192601e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 128355 members 
Entering Unmasked Estep 
Score: -21926334.000000 Penalty: 5974.203125
	Iteration 75Q: 3 clusters Score -2.192633e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -21926574.000000 Penalty: 5974.203125
	Iteration 76Q: 3 clusters Score -2.192657e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 130929 members 
Entering Unmasked Estep 
Score: -21927056.000000 Penalty: 5974.203125
	Iteration 77Q: 3 clusters Score -2.192706e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 132198 members 
Entering Unmasked Estep 
Score: -21927414.000000 Penalty: 5974.203125
	Iteration 78Q: 3 clusters Score -2.192741e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -21927940.000000 Penalty: 5974.203125
	Iteration 79Q: 3 clusters Score -2.192794e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -21928394.000000 Penalty: 5974.203125
	Iteration 80F: 3 clusters Score -2.192839e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -21928872.000000 Penalty: 5974.203125
	Iteration 81Q: 3 clusters Score -2.192887e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -21929326.000000 Penalty: 5974.203125
	Iteration 82Q: 3 clusters Score -2.192933e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 138534 members 
Entering Unmasked Estep 
Score: -21929892.000000 Penalty: 5974.203125
	Iteration 83Q: 3 clusters Score -2.192989e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -21930378.000000 Penalty: 5974.203125
	Iteration 84Q: 3 clusters Score -2.193038e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -21931040.000000 Penalty: 5974.203125
	Iteration 85Q: 3 clusters Score -2.193104e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -21931466.000000 Penalty: 5974.203125
	Iteration 86Q: 3 clusters Score -2.193147e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -21931726.000000 Penalty: 5974.203125
	Iteration 87Q: 3 clusters Score -2.193173e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 144003 members 
Entering Unmasked Estep 
Score: -21932012.000000 Penalty: 5974.203125
	Iteration 88Q: 3 clusters Score -2.193201e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -21932246.000000 Penalty: 5974.203125
	Iteration 89Q: 3 clusters Score -2.193225e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 145805 members 
Entering Unmasked Estep 
Score: -21932496.000000 Penalty: 5974.203125
	Iteration 90Q: 3 clusters Score -2.19325e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -21932796.000000 Penalty: 5974.203125
	Iteration 91Q: 3 clusters Score -2.19328e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -21932960.000000 Penalty: 5974.203125
	Iteration 92Q: 3 clusters Score -2.193296e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -21933188.000000 Penalty: 5974.203125
	Iteration 93Q: 3 clusters Score -2.193319e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 149056 members 
Entering Unmasked Estep 
Score: -21933344.000000 Penalty: 5974.203125
	Iteration 94Q: 3 clusters Score -2.193334e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -21933662.000000 Penalty: 5974.203125
	Iteration 95Q: 3 clusters Score -2.193366e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -21933868.000000 Penalty: 5974.203125
	Iteration 96Q: 3 clusters Score -2.193387e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -21933970.000000 Penalty: 5974.203125
	Iteration 97Q: 3 clusters Score -2.193397e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -21934178.000000 Penalty: 5974.203125
	Iteration 98Q: 3 clusters Score -2.193418e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 152579 members 
Entering Unmasked Estep 
Score: -21934284.000000 Penalty: 5974.203125
	Iteration 99Q: 3 clusters Score -2.193428e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -21934448.000000 Penalty: 5974.203125
	Iteration 100F: 3 clusters Score -2.193445e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21934446.000000 Penalty: 5974.203125
	Iteration 101Q: 3 clusters Score -2.193445e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -21934538.000000 Penalty: 5974.203125
	Iteration 102Q: 3 clusters Score -2.193454e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -21934714.000000 Penalty: 5974.203125
	Iteration 103Q: 3 clusters Score -2.193471e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -21934836.000000 Penalty: 5974.203125
	Iteration 104Q: 3 clusters Score -2.193484e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -21935034.000000 Penalty: 5974.203125
	Iteration 105Q: 3 clusters Score -2.193503e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 157921 members 
Entering Unmasked Estep 
Score: -21935122.000000 Penalty: 5974.203125
	Iteration 106Q: 3 clusters Score -2.193512e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 158677 members 
Entering Unmasked Estep 
Score: -21935134.000000 Penalty: 5974.203125
	Iteration 107Q: 3 clusters Score -2.193513e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -21935220.000000 Penalty: 5974.203125
	Iteration 108Q: 3 clusters Score -2.193522e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -21935298.000000 Penalty: 5974.203125
	Iteration 109Q: 3 clusters Score -2.19353e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -21935344.000000 Penalty: 5974.203125
	Iteration 110Q: 3 clusters Score -2.193534e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 161376 members 
Entering Unmasked Estep 
Score: -21935312.000000 Penalty: 5974.203125
	Iteration 111Q: 3 clusters Score -2.193531e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -21935306.000000 Penalty: 5974.203125
	Iteration 112Q: 3 clusters Score -2.193531e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 162462 members 
Entering Unmasked Estep 
Score: -21935290.000000 Penalty: 5974.203125
	Iteration 113Q: 3 clusters Score -2.193529e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -21935354.000000 Penalty: 5974.203125
	Iteration 114Q: 3 clusters Score -2.193535e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -21935354.000000 Penalty: 5974.203125
	Iteration 115Q: 3 clusters Score -2.193535e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 163818 members 
Entering Unmasked Estep 
Score: -21935386.000000 Penalty: 5974.203125
	Iteration 116Q: 3 clusters Score -2.193539e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -21935360.000000 Penalty: 5974.203125
	Iteration 117Q: 3 clusters Score -2.193536e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -21935328.000000 Penalty: 5974.203125
	Iteration 118Q: 3 clusters Score -2.193533e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -21935264.000000 Penalty: 5974.203125
	Iteration 119Q: 3 clusters Score -2.193526e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 165226 members 
Entering Unmasked Estep 
Score: -21935242.000000 Penalty: 5974.203125
	Iteration 120F: 3 clusters Score -2.193524e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -21935222.000000 Penalty: 5974.203125
	Iteration 121Q: 3 clusters Score -2.193522e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -21935236.000000 Penalty: 5974.203125
	Iteration 122Q: 3 clusters Score -2.193524e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 165960 members 
Entering Unmasked Estep 
Score: -21935182.000000 Penalty: 5974.203125
	Iteration 123Q: 3 clusters Score -2.193518e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -21935230.000000 Penalty: 5974.203125
	Iteration 124Q: 3 clusters Score -2.193523e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -21935202.000000 Penalty: 5974.203125
	Iteration 125Q: 3 clusters Score -2.19352e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -21935162.000000 Penalty: 5974.203125
	Iteration 126Q: 3 clusters Score -2.193516e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -21935156.000000 Penalty: 5974.203125
	Iteration 127Q: 3 clusters Score -2.193516e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -21935132.000000 Penalty: 5974.203125
	Iteration 128Q: 3 clusters Score -2.193513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 166951 members 
Entering Unmasked Estep 
Score: -21935116.000000 Penalty: 5974.203125
	Iteration 129Q: 3 clusters Score -2.193512e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -21935082.000000 Penalty: 5974.203125
	Iteration 130Q: 3 clusters Score -2.193508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -21935026.000000 Penalty: 5974.203125
	Iteration 131Q: 3 clusters Score -2.193503e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -21934976.000000 Penalty: 5974.203125
	Iteration 132Q: 3 clusters Score -2.193498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 167307 members 
Entering Unmasked Estep 
Score: -21935000.000000 Penalty: 5974.203125
	Iteration 133Q: 3 clusters Score -2.1935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -21934950.000000 Penalty: 5974.203125
	Iteration 134Q: 3 clusters Score -2.193495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -21934936.000000 Penalty: 5974.203125
	Iteration 135Q: 3 clusters Score -2.193494e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -21934930.000000 Penalty: 5974.203125
	Iteration 136Q: 3 clusters Score -2.193493e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -21934942.000000 Penalty: 5974.203125
	Iteration 137Q: 3 clusters Score -2.193494e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -21934942.000000 Penalty: 5974.203125
	Iteration 138Q: 3 clusters Score -2.193494e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -21934944.000000 Penalty: 5974.203125
	Iteration 139Q: 3 clusters Score -2.193494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -21934918.000000 Penalty: 5974.203125
	Iteration 140F: 3 clusters Score -2.193492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -21934902.000000 Penalty: 5974.203125
	Iteration 141Q: 3 clusters Score -2.19349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -21934918.000000 Penalty: 5974.203125
	Iteration 142Q: 3 clusters Score -2.193492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 167877 members 
Entering Unmasked Estep 
Score: -21934946.000000 Penalty: 5974.203125
	Iteration 143Q: 3 clusters Score -2.193495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -21934910.000000 Penalty: 5974.203125
	Iteration 144Q: 3 clusters Score -2.193491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -21934902.000000 Penalty: 5974.203125
	Iteration 145Q: 3 clusters Score -2.19349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -21934900.000000 Penalty: 5974.203125
	Iteration 146Q: 3 clusters Score -2.19349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -21934888.000000 Penalty: 5974.203125
	Iteration 147Q: 3 clusters Score -2.193489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -21934886.000000 Penalty: 5974.203125
	Iteration 148Q: 3 clusters Score -2.193489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -21934910.000000 Penalty: 5974.203125
	Iteration 149Q: 3 clusters Score -2.193491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -21934914.000000 Penalty: 5974.203125
	Iteration 150Q: 3 clusters Score -2.193491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -21934902.000000 Penalty: 5974.203125
	Iteration 151Q: 3 clusters Score -2.19349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -21934902.000000 Penalty: 5974.203125
	Iteration 152Q: 3 clusters Score -2.19349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -21934880.000000 Penalty: 5974.203125
	Iteration 153Q: 3 clusters Score -2.193488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -21934904.000000 Penalty: 5974.203125
	Iteration 154Q: 3 clusters Score -2.19349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -21934888.000000 Penalty: 5974.203125
	Iteration 155Q: 3 clusters Score -2.193489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
Score: -21934892.000000 Penalty: 5974.203125
	Iteration 156Q: 3 clusters Score -2.193489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 168176 members 
Entering Unmasked Estep 
Score: -21934878.000000 Penalty: 5974.203125
	Iteration 157Q: 3 clusters Score -2.193488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 168189 members 
Entering Unmasked Estep 
Score: -21934886.000000 Penalty: 5974.203125
	Iteration 158Q: 3 clusters Score -2.193489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 168197 members 
Entering Unmasked Estep 
Score: -21934876.000000 Penalty: 5974.203125
	Iteration 159Q: 3 clusters Score -2.193488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -21934870.000000 Penalty: 5974.203125
	Iteration 160F: 3 clusters Score -2.193487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -21934868.000000 Penalty: 5974.203125
	Iteration 161Q: 3 clusters Score -2.193487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -21934872.000000 Penalty: 5974.203125
	Iteration 162Q: 3 clusters Score -2.193487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -21934882.000000 Penalty: 5974.203125
	Iteration 163Q: 3 clusters Score -2.193488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -21934876.000000 Penalty: 5974.203125
	Iteration 164Q: 3 clusters Score -2.193488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -21934876.000000 Penalty: 5974.203125
	Iteration 165Q: 3 clusters Score -2.193488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -21934876.000000 Penalty: 5974.203125
	Iteration 166F: 3 clusters Score -2.193488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171623 members 
Entering Unmasked Estep 
Score: -22335642.000000 Penalty: 2989.157715
	Iteration 0F: 2 clusters Score -2.233564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -22223902.000000 Penalty: 5978.315430
	Iteration 0F: 3 clusters Score -2.22239e+07 nChanged 82311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -22271844.000000 Penalty: 5978.315430
	Iteration 1F: 3 clusters Score -2.227184e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -22272796.000000 Penalty: 5978.315430
	Iteration 2Q: 3 clusters Score -2.22728e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -22274330.000000 Penalty: 5978.315430
	Iteration 3Q: 3 clusters Score -2.227433e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -22276926.000000 Penalty: 5978.315430
	Iteration 4Q: 3 clusters Score -2.227693e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -22282106.000000 Penalty: 5978.315430
	Iteration 5F: 3 clusters Score -2.228211e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -22290858.000000 Penalty: 5978.315430
	Iteration 6F: 3 clusters Score -2.229086e+07 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 139664 members 
Entering Unmasked Estep 
Score: -22303992.000000 Penalty: 5978.315430
	Iteration 7F: 3 clusters Score -2.230399e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -22318270.000000 Penalty: 5978.315430
	Iteration 8F: 3 clusters Score -2.231827e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -22328088.000000 Penalty: 5978.315430
	Iteration 9F: 3 clusters Score -2.232809e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -22331590.000000 Penalty: 5978.315430
	Iteration 10Q: 3 clusters Score -2.233159e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -22332560.000000 Penalty: 5978.315430
	Iteration 11Q: 3 clusters Score -2.233256e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -22332798.000000 Penalty: 5978.315430
	Iteration 12Q: 3 clusters Score -2.23328e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -22332898.000000 Penalty: 5978.315430
	Iteration 13Q: 3 clusters Score -2.23329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -22332958.000000 Penalty: 5978.315430
	Iteration 14Q: 3 clusters Score -2.233296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -22332972.000000 Penalty: 5978.315430
	Iteration 15Q: 3 clusters Score -2.233297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -22332976.000000 Penalty: 5978.315430
	Iteration 16Q: 3 clusters Score -2.233298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -22332972.000000 Penalty: 5978.315430
	Iteration 17Q: 3 clusters Score -2.233297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -22332982.000000 Penalty: 5978.315430
	Iteration 18Q: 3 clusters Score -2.233298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -22332988.000000 Penalty: 5978.315430
	Iteration 19Q: 3 clusters Score -2.233299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -22332992.000000 Penalty: 5978.315430
	Iteration 20F: 3 clusters Score -2.233299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -22333004.000000 Penalty: 5978.315430
	Iteration 21Q: 3 clusters Score -2.2333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -22332998.000000 Penalty: 5978.315430
	Iteration 22Q: 3 clusters Score -2.2333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -22332998.000000 Penalty: 5978.315430
	Iteration 23F: 3 clusters Score -2.2333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -95902.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -95902.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94065.976562 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -94065.98 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94435.984375 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -94435.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94636.101562 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -94636.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94910.476562 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -94910.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95471.703125 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -95471.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96157.078125 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -96157.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96705.007812 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -96705.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96903.539062 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -96903.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96990.375000 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -96990.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97050.210938 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -97050.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97108.414062 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -97108.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97218.382812 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -97218.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97404.570312 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -97404.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97422.593750 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -97422.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97430.820312 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -97430.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97432.539062 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -97432.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97432.539062 Penalty: 3375.088867
	Iteration 16F: 3 clusters Score -97432.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165995 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 194020 members 
Mstep: Class 13 contains 167006 members 
Mstep: Class 16 contains 170206 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
Score: -166436544.000000 Penalty: 62900.175781
Splitting cluster 18 changes total score from -166436848.000000 to -166436544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (32635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Entering Unmasked Estep 
Score: -4016500.750000 Penalty: 2577.499023
	Iteration 0F: 2 clusters Score -4016501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3994087.750000 Penalty: 5154.998047
	Iteration 0F: 3 clusters Score -3994088 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4002579.000000 Penalty: 5154.998047
	Iteration 1F: 3 clusters Score -4002579 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4003707.500000 Penalty: 5154.998047
	Iteration 2F: 3 clusters Score -4003708 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4004916.750000 Penalty: 5154.998047
	Iteration 3F: 3 clusters Score -4004917 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4006272.250000 Penalty: 5154.998047
	Iteration 4F: 3 clusters Score -4006272 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4007856.750000 Penalty: 5154.998047
	Iteration 5F: 3 clusters Score -4007857 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4009572.500000 Penalty: 5154.998047
	Iteration 6F: 3 clusters Score -4009572 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4011525.250000 Penalty: 5154.998047
	Iteration 7F: 3 clusters Score -4011525 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4013426.250000 Penalty: 5154.998047
	Iteration 8F: 3 clusters Score -4013426 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4014844.000000 Penalty: 5154.998047
	Iteration 9Q: 3 clusters Score -4014844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4015605.750000 Penalty: 5154.998047
	Iteration 10Q: 3 clusters Score -4015606 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4015963.500000 Penalty: 5154.998047
	Iteration 11Q: 3 clusters Score -4015964 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4016124.250000 Penalty: 5154.998047
	Iteration 12Q: 3 clusters Score -4016124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4016166.750000 Penalty: 5154.998047
	Iteration 13Q: 3 clusters Score -4016167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4016198.750000 Penalty: 5154.998047
	Iteration 14Q: 3 clusters Score -4016199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4016218.500000 Penalty: 5154.998047
	Iteration 15Q: 3 clusters Score -4016218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4016234.500000 Penalty: 5154.998047
	Iteration 16Q: 3 clusters Score -4016234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4016239.750000 Penalty: 5154.998047
	Iteration 17Q: 3 clusters Score -4016240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4016241.500000 Penalty: 5154.998047
	Iteration 18Q: 3 clusters Score -4016242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4016246.000000 Penalty: 5154.998047
	Iteration 19Q: 3 clusters Score -4016246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4016250.750000 Penalty: 5154.998047
	Iteration 20F: 3 clusters Score -4016251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4016250.250000 Penalty: 5154.998047
	Iteration 21Q: 3 clusters Score -4016250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4016249.000000 Penalty: 5154.998047
	Iteration 22Q: 3 clusters Score -4016249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4016247.000000 Penalty: 5154.998047
	Iteration 23Q: 3 clusters Score -4016247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4016247.000000 Penalty: 5154.998047
	Iteration 24F: 3 clusters Score -4016247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -188519.671875 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -188519.7 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 820 members 
Entering Unmasked Estep 
Score: -186202.015625 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -186202 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186652.718750 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -186652.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186821.968750 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -186822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187028.562500 Penalty: 3662.766602
	Iteration 3F: 3 clusters Score -187028.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187305.375000 Penalty: 3662.766602
	Iteration 4F: 3 clusters Score -187305.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187603.484375 Penalty: 3662.766602
	Iteration 5F: 3 clusters Score -187603.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -188012.640625 Penalty: 3662.766602
	Iteration 6F: 3 clusters Score -188012.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188354.343750 Penalty: 3662.766602
	Iteration 7F: 3 clusters Score -188354.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188576.390625 Penalty: 3662.766602
	Iteration 8Q: 3 clusters Score -188576.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -188721.578125 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -188721.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -188809.546875 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -188809.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188847.906250 Penalty: 3662.766602
	Iteration 11Q: 3 clusters Score -188847.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188869.093750 Penalty: 3662.766602
	Iteration 12Q: 3 clusters Score -188869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188877.484375 Penalty: 3662.766602
	Iteration 13Q: 3 clusters Score -188877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188880.750000 Penalty: 3662.766602
	Iteration 14Q: 3 clusters Score -188880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188883.031250 Penalty: 3662.766602
	Iteration 15Q: 3 clusters Score -188883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188883.031250 Penalty: 3662.766602
	Iteration 16F: 3 clusters Score -188883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165995 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 194020 members 
Mstep: Class 13 contains 167006 members 
Mstep: Class 16 contains 170206 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 882 members 
Entering Unmasked Estep 
Score: -166435440.000000 Penalty: 62900.175781
Splitting cluster 20 changes total score from -166436848.000000 to -166435440.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 11690 members 
Mstep: Class 8 contains 165995 members 
Mstep: Class 9 contains 171199 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 12 contains 194020 members 
Mstep: Class 13 contains 167006 members 
Mstep: Class 16 contains 170206 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436992.000000 Penalty: 59405.718750
Iteration 479Q: 18 clusters Score -1.66437e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14088 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11066 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 11687 members 
Mstep: Class 8 contains 166001 members 
Mstep: Class 9 contains 171275 members 
Mstep: Class 10 contains 160409 members 
Mstep: Class 12 contains 194012 members 
Mstep: Class 13 contains 167012 members 
Mstep: Class 16 contains 170142 members 
Mstep: Class 17 contains 171654 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32635 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 59405.718750
Iteration 480F: 18 clusters Score -1.664371e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14074 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11067 members 
Mstep: Class 6 contains 37524 members 
Mstep: Class 7 contains 11685 members 
Mstep: Class 8 contains 166019 members 
Mstep: Class 9 contains 171321 members 
Mstep: Class 10 contains 160386 members 
Mstep: Class 12 contains 194021 members 
Mstep: Class 13 contains 167021 members 
Mstep: Class 16 contains 170063 members 
Mstep: Class 17 contains 171692 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32637 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436976.000000 Penalty: 59405.718750
Iteration 481Q: 18 clusters Score -1.66437e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14061 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37511 members 
Mstep: Class 7 contains 11682 members 
Mstep: Class 8 contains 166040 members 
Mstep: Class 9 contains 171324 members 
Mstep: Class 10 contains 160408 members 
Mstep: Class 12 contains 194042 members 
Mstep: Class 13 contains 167025 members 
Mstep: Class 16 contains 169980 members 
Mstep: Class 17 contains 171721 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32645 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436784.000000 Penalty: 59405.718750
Iteration 482Q: 18 clusters Score -1.664368e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37496 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 166073 members 
Mstep: Class 9 contains 171356 members 
Mstep: Class 10 contains 160420 members 
Mstep: Class 12 contains 194047 members 
Mstep: Class 13 contains 166992 members 
Mstep: Class 16 contains 169913 members 
Mstep: Class 17 contains 171750 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32658 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436768.000000 Penalty: 59405.718750
Iteration 483Q: 18 clusters Score -1.664368e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 37481 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 166096 members 
Mstep: Class 9 contains 171331 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 12 contains 194064 members 
Mstep: Class 13 contains 167003 members 
Mstep: Class 16 contains 169873 members 
Mstep: Class 17 contains 171764 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32672 members 
Mstep: Class 20 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436592.000000 Penalty: 59405.718750
Iteration 484Q: 18 clusters Score -1.664366e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 166127 members 
Mstep: Class 9 contains 171319 members 
Mstep: Class 10 contains 160461 members 
Mstep: Class 12 contains 194084 members 
Mstep: Class 13 contains 167022 members 
Mstep: Class 16 contains 169796 members 
Mstep: Class 17 contains 171773 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 59405.718750
Iteration 485Q: 18 clusters Score -1.664364e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 37453 members 
Mstep: Class 7 contains 11672 members 
Mstep: Class 8 contains 166154 members 
Mstep: Class 9 contains 171312 members 
Mstep: Class 10 contains 160487 members 
Mstep: Class 12 contains 194110 members 
Mstep: Class 13 contains 167040 members 
Mstep: Class 16 contains 169711 members 
Mstep: Class 17 contains 171786 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32689 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 59405.718750
Iteration 486Q: 18 clusters Score -1.664364e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 37428 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 166184 members 
Mstep: Class 9 contains 171350 members 
Mstep: Class 10 contains 160493 members 
Mstep: Class 12 contains 194139 members 
Mstep: Class 13 contains 167027 members 
Mstep: Class 16 contains 169615 members 
Mstep: Class 17 contains 171809 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32698 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436400.000000 Penalty: 59405.718750
Iteration 487Q: 18 clusters Score -1.664364e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 37413 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 166200 members 
Mstep: Class 9 contains 171344 members 
Mstep: Class 10 contains 160494 members 
Mstep: Class 12 contains 194156 members 
Mstep: Class 13 contains 166993 members 
Mstep: Class 16 contains 169593 members 
Mstep: Class 17 contains 171843 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32705 members 
Mstep: Class 20 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436416.000000 Penalty: 59405.718750
Iteration 488Q: 18 clusters Score -1.664364e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 14019 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 37407 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 166224 members 
Mstep: Class 9 contains 171302 members 
Mstep: Class 10 contains 160506 members 
Mstep: Class 12 contains 194177 members 
Mstep: Class 13 contains 166971 members 
Mstep: Class 16 contains 169588 members 
Mstep: Class 17 contains 171867 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32708 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436720.000000 Penalty: 59405.718750
Iteration 489Q: 18 clusters Score -1.664367e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11083 members 
Mstep: Class 6 contains 37397 members 
Mstep: Class 7 contains 11662 members 
Mstep: Class 8 contains 166259 members 
Mstep: Class 9 contains 171302 members 
Mstep: Class 10 contains 160524 members 
Mstep: Class 12 contains 194206 members 
Mstep: Class 13 contains 166949 members 
Mstep: Class 16 contains 169530 members 
Mstep: Class 17 contains 171869 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32715 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436880.000000 Penalty: 59405.718750
Iteration 490Q: 18 clusters Score -1.664369e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 37401 members 
Mstep: Class 7 contains 11660 members 
Mstep: Class 8 contains 166291 members 
Mstep: Class 9 contains 171316 members 
Mstep: Class 10 contains 160530 members 
Mstep: Class 12 contains 194212 members 
Mstep: Class 13 contains 166936 members 
Mstep: Class 16 contains 169489 members 
Mstep: Class 17 contains 171860 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32717 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436944.000000 Penalty: 59405.718750
Iteration 491Q: 18 clusters Score -1.664369e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 37405 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 166327 members 
Mstep: Class 9 contains 171319 members 
Mstep: Class 10 contains 160560 members 
Mstep: Class 12 contains 194240 members 
Mstep: Class 13 contains 166919 members 
Mstep: Class 16 contains 169430 members 
Mstep: Class 17 contains 171840 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32722 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436896.000000 Penalty: 59405.718750
Iteration 492Q: 18 clusters Score -1.664369e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 37403 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 166366 members 
Mstep: Class 9 contains 171318 members 
Mstep: Class 10 contains 160586 members 
Mstep: Class 12 contains 194272 members 
Mstep: Class 13 contains 166903 members 
Mstep: Class 16 contains 169382 members 
Mstep: Class 17 contains 171804 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32722 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 59405.718750
Iteration 493Q: 18 clusters Score -1.664369e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14046 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11075 members 
Mstep: Class 6 contains 37392 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 166395 members 
Mstep: Class 9 contains 171351 members 
Mstep: Class 10 contains 160595 members 
Mstep: Class 12 contains 194332 members 
Mstep: Class 13 contains 166861 members 
Mstep: Class 16 contains 169309 members 
Mstep: Class 17 contains 171786 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32723 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 59405.718750
Iteration 494Q: 18 clusters Score -1.664371e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14052 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11073 members 
Mstep: Class 6 contains 37385 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 166446 members 
Mstep: Class 9 contains 171368 members 
Mstep: Class 10 contains 160582 members 
Mstep: Class 12 contains 194369 members 
Mstep: Class 13 contains 166848 members 
Mstep: Class 16 contains 169270 members 
Mstep: Class 17 contains 171747 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32726 members 
Mstep: Class 20 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436992.000000 Penalty: 59405.718750
Iteration 495Q: 18 clusters Score -1.66437e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11067 members 
Mstep: Class 6 contains 37381 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 166477 members 
Mstep: Class 9 contains 171348 members 
Mstep: Class 10 contains 160623 members 
Mstep: Class 12 contains 194401 members 
Mstep: Class 13 contains 166835 members 
Mstep: Class 16 contains 169220 members 
Mstep: Class 17 contains 171719 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32734 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436832.000000 Penalty: 59405.718750
Iteration 496Q: 18 clusters Score -1.664368e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 37373 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 166512 members 
Mstep: Class 9 contains 171339 members 
Mstep: Class 10 contains 160674 members 
Mstep: Class 12 contains 194437 members 
Mstep: Class 13 contains 166807 members 
Mstep: Class 16 contains 169134 members 
Mstep: Class 17 contains 171711 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436896.000000 Penalty: 59405.718750
Iteration 497Q: 18 clusters Score -1.664369e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11060 members 
Mstep: Class 6 contains 37369 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 166553 members 
Mstep: Class 9 contains 171370 members 
Mstep: Class 10 contains 160726 members 
Mstep: Class 12 contains 194491 members 
Mstep: Class 13 contains 166785 members 
Mstep: Class 16 contains 168997 members 
Mstep: Class 17 contains 171684 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32748 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436976.000000 Penalty: 59405.718750
Iteration 498Q: 18 clusters Score -1.66437e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 166588 members 
Mstep: Class 9 contains 171382 members 
Mstep: Class 10 contains 160738 members 
Mstep: Class 12 contains 194559 members 
Mstep: Class 13 contains 166728 members 
Mstep: Class 16 contains 168936 members 
Mstep: Class 17 contains 171673 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32752 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436704.000000 Penalty: 59405.718750
Iteration 499Q: 18 clusters Score -1.664367e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 37365 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 166630 members 
Mstep: Class 9 contains 171369 members 
Mstep: Class 10 contains 160773 members 
Mstep: Class 12 contains 194586 members 
Mstep: Class 13 contains 166679 members 
Mstep: Class 16 contains 168874 members 
Mstep: Class 17 contains 171685 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 32755 members 
Mstep: Class 20 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436496.000000 Penalty: 59405.718750
Iteration 500F: 18 clusters Score -1.664365e+08 nChanged 1081
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -501322912.000000 Penalty: 64037.472656
21->18 Clusters: Score -501322912.000000, best is -501335040.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 62413 members 
Mstep: Class 3 contains 62411 members 
Mstep: Class 4 contains 62719 members 
Mstep: Class 5 contains 62604 members 
Mstep: Class 6 contains 62259 members 
Mstep: Class 7 contains 62612 members 
Mstep: Class 8 contains 62506 members 
Mstep: Class 9 contains 62817 members 
Mstep: Class 10 contains 62756 members 
Mstep: Class 11 contains 62909 members 
Mstep: Class 12 contains 62846 members 
Mstep: Class 13 contains 62924 members 
Mstep: Class 14 contains 62330 members 
Mstep: Class 15 contains 62694 members 
Mstep: Class 16 contains 62377 members 
Mstep: Class 17 contains 62871 members 
Mstep: Class 18 contains 62824 members 
Mstep: Class 19 contains 63183 members 
Mstep: Class 20 contains 62449 members 
Mstep: Class 21 contains 63183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 238.378143 but Gain 3494.453125
Score: -160382752.000000 Penalty: 69889.085938
Iteration 0F: 21 clusters Score -1.603828e+08 nChanged 1250523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2876 members 
Mstep: Class 1 contains 162518 members 
Mstep: Class 2 contains 33124 members 
Mstep: Class 3 contains 364381 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 79224 members 
Mstep: Class 6 contains 72489 members 
Mstep: Class 7 contains 31887 members 
Mstep: Class 8 contains 12859 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 79340 members 
Mstep: Class 11 contains 64103 members 
Mstep: Class 13 contains 58579 members 
Mstep: Class 14 contains 19904 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 36975 members 
Mstep: Class 17 contains 100659 members 
Mstep: Class 18 contains 62328 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 25363 members 
Mstep: Class 21 contains 52608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -164660128.000000 Penalty: 69889.085938
Iteration 1F: 21 clusters Score -1.646601e+08 nChanged 449477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2663 members 
Mstep: Class 1 contains 208058 members 
Mstep: Class 2 contains 32790 members 
Mstep: Class 3 contains 375640 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 91905 members 
Mstep: Class 6 contains 79576 members 
Mstep: Class 7 contains 20088 members 
Mstep: Class 8 contains 9509 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 98663 members 
Mstep: Class 11 contains 54579 members 
Mstep: Class 13 contains 59591 members 
Mstep: Class 14 contains 16104 members 
Mstep: Class 15 contains 6193 members 
Mstep: Class 16 contains 31617 members 
Mstep: Class 17 contains 94671 members 
Mstep: Class 18 contains 50436 members 
Mstep: Class 19 contains 4483 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 48245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165069376.000000 Penalty: 69889.085938
Iteration 2F: 21 clusters Score -1.650694e+08 nChanged 305841
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 311508 members 
Mstep: Class 2 contains 32913 members 
Mstep: Class 3 contains 295776 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 94927 members 
Mstep: Class 6 contains 81361 members 
Mstep: Class 7 contains 14010 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 110323 members 
Mstep: Class 11 contains 49537 members 
Mstep: Class 13 contains 53836 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 5569 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 103059 members 
Mstep: Class 18 contains 48034 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 47906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165370848.000000 Penalty: 69889.085938
Iteration 3F: 21 clusters Score -1.653708e+08 nChanged 277865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2482 members 
Mstep: Class 1 contains 372979 members 
Mstep: Class 2 contains 29093 members 
Mstep: Class 3 contains 262717 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 87152 members 
Mstep: Class 6 contains 75416 members 
Mstep: Class 7 contains 11110 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 113952 members 
Mstep: Class 11 contains 44723 members 
Mstep: Class 13 contains 41901 members 
Mstep: Class 14 contains 20267 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 13873 members 
Mstep: Class 17 contains 126148 members 
Mstep: Class 18 contains 47751 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 43685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165456944.000000 Penalty: 69889.085938
Iteration 4F: 21 clusters Score -1.654569e+08 nChanged 251249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2263 members 
Mstep: Class 1 contains 339826 members 
Mstep: Class 2 contains 26150 members 
Mstep: Class 3 contains 255936 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 84645 members 
Mstep: Class 6 contains 73054 members 
Mstep: Class 7 contains 11753 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 128055 members 
Mstep: Class 11 contains 41855 members 
Mstep: Class 13 contains 34634 members 
Mstep: Class 14 contains 26608 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 172966 members 
Mstep: Class 18 contains 46955 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 41066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165686944.000000 Penalty: 69889.085938
Iteration 5F: 21 clusters Score -1.656869e+08 nChanged 175898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1525 members 
Mstep: Class 1 contains 325803 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 248253 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 76889 members 
Mstep: Class 6 contains 65165 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 7950 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 139123 members 
Mstep: Class 11 contains 33247 members 
Mstep: Class 13 contains 26540 members 
Mstep: Class 14 contains 31228 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 224408 members 
Mstep: Class 18 contains 39290 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 40008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3401.212158 but Gain 3494.460938
Score: -165902352.000000 Penalty: 66394.625000
Iteration 6F: 20 clusters Score -1.659024e+08 nChanged 161182
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 307976 members 
Mstep: Class 2 contains 23463 members 
Mstep: Class 3 contains 243515 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 67818 members 
Mstep: Class 6 contains 54849 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 151522 members 
Mstep: Class 11 contains 22528 members 
Mstep: Class 13 contains 19841 members 
Mstep: Class 14 contains 34856 members 
Mstep: Class 15 contains 4663 members 
Mstep: Class 17 contains 284001 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 1214 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 39755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166060112.000000 Penalty: 66394.625000
Iteration 7F: 20 clusters Score -1.660601e+08 nChanged 143005
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 282372 members 
Mstep: Class 2 contains 23648 members 
Mstep: Class 3 contains 235119 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 58769 members 
Mstep: Class 6 contains 43564 members 
Mstep: Class 7 contains 16330 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 816 members 
Mstep: Class 10 contains 165503 members 
Mstep: Class 11 contains 13090 members 
Mstep: Class 13 contains 14671 members 
Mstep: Class 14 contains 37379 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 17 contains 344894 members 
Mstep: Class 18 contains 17638 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 39755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166093392.000000 Penalty: 66394.625000
Iteration 8F: 20 clusters Score -1.660934e+08 nChanged 135103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 238220 members 
Mstep: Class 2 contains 25440 members 
Mstep: Class 3 contains 229447 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 53119 members 
Mstep: Class 6 contains 35798 members 
Mstep: Class 7 contains 17750 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 967 members 
Mstep: Class 10 contains 189320 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 39458 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 17 contains 389763 members 
Mstep: Class 18 contains 12827 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 40582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166050256.000000 Penalty: 66394.625000
Iteration 9F: 20 clusters Score -1.660503e+08 nChanged 115085
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 218082 members 
Mstep: Class 2 contains 29090 members 
Mstep: Class 3 contains 222300 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 49885 members 
Mstep: Class 6 contains 31660 members 
Mstep: Class 7 contains 19286 members 
Mstep: Class 8 contains 14304 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 230485 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 13 contains 9922 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 17 contains 376156 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 42498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166091488.000000 Penalty: 66394.625000
Iteration 10F: 20 clusters Score -1.660915e+08 nChanged 97487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 198910 members 
Mstep: Class 2 contains 32023 members 
Mstep: Class 3 contains 215863 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 48244 members 
Mstep: Class 6 contains 29686 members 
Mstep: Class 7 contains 21259 members 
Mstep: Class 8 contains 16990 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 263123 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 14 contains 42528 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 17 contains 366654 members 
Mstep: Class 18 contains 10120 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 43000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166114032.000000 Penalty: 66394.625000
Iteration 11F: 20 clusters Score -1.66114e+08 nChanged 77416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 34633 members 
Mstep: Class 3 contains 213501 members 
Mstep: Class 4 contains 5551 members 
Mstep: Class 5 contains 48339 members 
Mstep: Class 6 contains 29639 members 
Mstep: Class 7 contains 24132 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 272399 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 13 contains 8201 members 
Mstep: Class 14 contains 43334 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 17 contains 364160 members 
Mstep: Class 18 contains 8732 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 42666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166127040.000000 Penalty: 66394.625000
Iteration 12F: 20 clusters Score -1.66127e+08 nChanged 62079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 187950 members 
Mstep: Class 2 contains 37301 members 
Mstep: Class 3 contains 212196 members 
Mstep: Class 4 contains 5849 members 
Mstep: Class 5 contains 49746 members 
Mstep: Class 6 contains 30761 members 
Mstep: Class 7 contains 27570 members 
Mstep: Class 8 contains 22457 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 268658 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 13 contains 7722 members 
Mstep: Class 14 contains 43858 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 17 contains 360067 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 42210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166148528.000000 Penalty: 66394.625000
Iteration 13Q: 20 clusters Score -1.661485e+08 nChanged 52604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 192508 members 
Mstep: Class 2 contains 39949 members 
Mstep: Class 3 contains 210515 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 51825 members 
Mstep: Class 6 contains 32317 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 8 contains 25094 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 260711 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 44143 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 17 contains 354299 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 41642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3446.313965 but Gain 3494.449219
Score: -166175632.000000 Penalty: 62900.175781
Iteration 14Q: 19 clusters Score -1.661756e+08 nChanged 49066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 199377 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 208217 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 54806 members 
Mstep: Class 6 contains 34214 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 27519 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 251274 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 17 contains 350471 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166198368.000000 Penalty: 62900.175781
Iteration 15Q: 19 clusters Score -1.661984e+08 nChanged 42051
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 44377 members 
Mstep: Class 3 contains 205713 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 59049 members 
Mstep: Class 6 contains 36323 members 
Mstep: Class 7 contains 38138 members 
Mstep: Class 8 contains 29700 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 241297 members 
Mstep: Class 13 contains 6983 members 
Mstep: Class 14 contains 44468 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 17 contains 343910 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 40347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166225024.000000 Penalty: 62900.175781
Iteration 16Q: 19 clusters Score -1.66225e+08 nChanged 38426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210522 members 
Mstep: Class 2 contains 45980 members 
Mstep: Class 3 contains 203439 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 5 contains 64211 members 
Mstep: Class 6 contains 38337 members 
Mstep: Class 7 contains 41116 members 
Mstep: Class 8 contains 31522 members 
Mstep: Class 9 contains 1368 members 
Mstep: Class 10 contains 231302 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 44448 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 17 contains 339040 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 39612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166246016.000000 Penalty: 62900.175781
Iteration 17Q: 19 clusters Score -1.66246e+08 nChanged 34449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 213819 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 3 contains 201157 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 70278 members 
Mstep: Class 6 contains 40216 members 
Mstep: Class 7 contains 43676 members 
Mstep: Class 8 contains 33000 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 222240 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 44239 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 17 contains 335248 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 39004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166262896.000000 Penalty: 62900.175781
Iteration 18Q: 19 clusters Score -1.662629e+08 nChanged 31248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 215803 members 
Mstep: Class 2 contains 48087 members 
Mstep: Class 3 contains 199050 members 
Mstep: Class 4 contains 7265 members 
Mstep: Class 5 contains 76959 members 
Mstep: Class 6 contains 41958 members 
Mstep: Class 7 contains 45882 members 
Mstep: Class 8 contains 34204 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 214098 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 43930 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 17 contains 332000 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 38440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166276976.000000 Penalty: 62900.175781
Iteration 19Q: 19 clusters Score -1.66277e+08 nChanged 27943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 216408 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 197164 members 
Mstep: Class 4 contains 7253 members 
Mstep: Class 5 contains 83877 members 
Mstep: Class 6 contains 43436 members 
Mstep: Class 7 contains 47592 members 
Mstep: Class 8 contains 35164 members 
Mstep: Class 9 contains 1378 members 
Mstep: Class 10 contains 207279 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 43543 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 17 contains 329543 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 37932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166288048.000000 Penalty: 62900.175781
Iteration 20F: 19 clusters Score -1.66288e+08 nChanged 25912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 215875 members 
Mstep: Class 2 contains 49182 members 
Mstep: Class 3 contains 195482 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 91369 members 
Mstep: Class 6 contains 44739 members 
Mstep: Class 7 contains 48967 members 
Mstep: Class 8 contains 35890 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 201029 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 43055 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 17 contains 327699 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 37387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166298256.000000 Penalty: 62900.175781
Iteration 21Q: 19 clusters Score -1.662983e+08 nChanged 24372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 214501 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 193945 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 99280 members 
Mstep: Class 6 contains 45877 members 
Mstep: Class 7 contains 50079 members 
Mstep: Class 8 contains 36498 members 
Mstep: Class 9 contains 1404 members 
Mstep: Class 10 contains 195551 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 42554 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 17 contains 325942 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 36971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166306720.000000 Penalty: 62900.175781
Iteration 22Q: 19 clusters Score -1.663067e+08 nChanged 23245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 212074 members 
Mstep: Class 2 contains 49676 members 
Mstep: Class 3 contains 192576 members 
Mstep: Class 4 contains 7267 members 
Mstep: Class 5 contains 107567 members 
Mstep: Class 6 contains 46798 members 
Mstep: Class 7 contains 51029 members 
Mstep: Class 8 contains 36919 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 190787 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 15 contains 4578 members 
Mstep: Class 17 contains 324726 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 36505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166314880.000000 Penalty: 62900.175781
Iteration 23Q: 19 clusters Score -1.663149e+08 nChanged 22391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208914 members 
Mstep: Class 2 contains 49867 members 
Mstep: Class 3 contains 191328 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 116272 members 
Mstep: Class 6 contains 47503 members 
Mstep: Class 7 contains 51768 members 
Mstep: Class 8 contains 37217 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 186783 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 41271 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 17 contains 323583 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 36103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166321408.000000 Penalty: 62900.175781
Iteration 24Q: 19 clusters Score -1.663214e+08 nChanged 21383
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 205357 members 
Mstep: Class 2 contains 49961 members 
Mstep: Class 3 contains 190208 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 125022 members 
Mstep: Class 6 contains 47995 members 
Mstep: Class 7 contains 52251 members 
Mstep: Class 8 contains 37435 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 183594 members 
Mstep: Class 13 contains 7319 members 
Mstep: Class 14 contains 40527 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 17 contains 322430 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 35759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166328576.000000 Penalty: 62900.175781
Iteration 25Q: 19 clusters Score -1.663286e+08 nChanged 20905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 50003 members 
Mstep: Class 3 contains 189083 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 5 contains 133989 members 
Mstep: Class 6 contains 48347 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 37539 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 181097 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 17 contains 321116 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 35396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333824.000000 Penalty: 62900.175781
Iteration 26Q: 19 clusters Score -1.663338e+08 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 49947 members 
Mstep: Class 3 contains 188012 members 
Mstep: Class 4 contains 6882 members 
Mstep: Class 5 contains 143000 members 
Mstep: Class 6 contains 48603 members 
Mstep: Class 7 contains 52720 members 
Mstep: Class 8 contains 37550 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 178998 members 
Mstep: Class 13 contains 7781 members 
Mstep: Class 14 contains 38734 members 
Mstep: Class 15 contains 4569 members 
Mstep: Class 17 contains 319808 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 35090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166339168.000000 Penalty: 62900.175781
Iteration 27Q: 19 clusters Score -1.663392e+08 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 49848 members 
Mstep: Class 3 contains 186983 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 151928 members 
Mstep: Class 6 contains 48654 members 
Mstep: Class 7 contains 52774 members 
Mstep: Class 8 contains 37500 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 177297 members 
Mstep: Class 13 contains 7989 members 
Mstep: Class 14 contains 37705 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 17 contains 318566 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166345648.000000 Penalty: 62900.175781
Iteration 28Q: 19 clusters Score -1.663456e+08 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 190639 members 
Mstep: Class 2 contains 49726 members 
Mstep: Class 3 contains 185610 members 
Mstep: Class 4 contains 6679 members 
Mstep: Class 5 contains 161864 members 
Mstep: Class 6 contains 48673 members 
Mstep: Class 7 contains 52670 members 
Mstep: Class 8 contains 37438 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 175330 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 36623 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 17 contains 317287 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 34463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166351136.000000 Penalty: 62900.175781
Iteration 29Q: 19 clusters Score -1.663511e+08 nChanged 22058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 49544 members 
Mstep: Class 3 contains 184061 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 173120 members 
Mstep: Class 6 contains 48592 members 
Mstep: Class 7 contains 52513 members 
Mstep: Class 8 contains 37324 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 172824 members 
Mstep: Class 13 contains 8161 members 
Mstep: Class 14 contains 35534 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 17 contains 315955 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 34226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166356016.000000 Penalty: 62900.175781
Iteration 30Q: 19 clusters Score -1.66356e+08 nChanged 28419
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181772 members 
Mstep: Class 2 contains 49343 members 
Mstep: Class 3 contains 181266 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 188186 members 
Mstep: Class 6 contains 48598 members 
Mstep: Class 7 contains 52324 members 
Mstep: Class 8 contains 37208 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 169087 members 
Mstep: Class 13 contains 7968 members 
Mstep: Class 14 contains 34492 members 
Mstep: Class 15 contains 4560 members 
Mstep: Class 17 contains 314454 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166358512.000000 Penalty: 62900.175781
Iteration 31Q: 19 clusters Score -1.663585e+08 nChanged 34632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 176269 members 
Mstep: Class 2 contains 49110 members 
Mstep: Class 3 contains 178337 members 
Mstep: Class 4 contains 6491 members 
Mstep: Class 5 contains 202973 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 52148 members 
Mstep: Class 8 contains 37072 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 165925 members 
Mstep: Class 13 contains 7719 members 
Mstep: Class 14 contains 33448 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 17 contains 313406 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166355504.000000 Penalty: 62900.175781
Iteration 32Q: 19 clusters Score -1.663555e+08 nChanged 35509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 3 contains 177907 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 210303 members 
Mstep: Class 6 contains 48632 members 
Mstep: Class 7 contains 52103 members 
Mstep: Class 8 contains 37011 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 165699 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 32361 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 17 contains 312895 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166352112.000000 Penalty: 62900.175781
Iteration 33Q: 19 clusters Score -1.663521e+08 nChanged 28148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 48618 members 
Mstep: Class 3 contains 179703 members 
Mstep: Class 4 contains 6406 members 
Mstep: Class 5 contains 209656 members 
Mstep: Class 6 contains 48553 members 
Mstep: Class 7 contains 52103 members 
Mstep: Class 8 contains 37022 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 167962 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 31277 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 17 contains 312819 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166351232.000000 Penalty: 62900.175781
Iteration 34Q: 19 clusters Score -1.663512e+08 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 48411 members 
Mstep: Class 3 contains 182156 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 205539 members 
Mstep: Class 6 contains 48452 members 
Mstep: Class 7 contains 52151 members 
Mstep: Class 8 contains 37070 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 171329 members 
Mstep: Class 13 contains 7045 members 
Mstep: Class 14 contains 30192 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 17 contains 312281 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166351872.000000 Penalty: 62900.175781
Iteration 35Q: 19 clusters Score -1.663519e+08 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 48252 members 
Mstep: Class 3 contains 184338 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 200434 members 
Mstep: Class 6 contains 48343 members 
Mstep: Class 7 contains 52290 members 
Mstep: Class 8 contains 37146 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 174937 members 
Mstep: Class 13 contains 6926 members 
Mstep: Class 14 contains 29229 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 17 contains 311120 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 33148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166353728.000000 Penalty: 62900.175781
Iteration 36Q: 19 clusters Score -1.663537e+08 nChanged 16324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 48085 members 
Mstep: Class 3 contains 185994 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 195781 members 
Mstep: Class 6 contains 48318 members 
Mstep: Class 7 contains 52378 members 
Mstep: Class 8 contains 37231 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 178324 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 28303 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 17 contains 309684 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 32923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166355872.000000 Penalty: 62900.175781
Iteration 37Q: 19 clusters Score -1.663559e+08 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 177857 members 
Mstep: Class 2 contains 47995 members 
Mstep: Class 3 contains 187157 members 
Mstep: Class 4 contains 6430 members 
Mstep: Class 5 contains 191814 members 
Mstep: Class 6 contains 48306 members 
Mstep: Class 7 contains 52466 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 181113 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 17 contains 308004 members 
Mstep: Class 18 contains 2116 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 32700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166358272.000000 Penalty: 62900.175781
Iteration 38Q: 19 clusters Score -1.663583e+08 nChanged 14326
Entering ConstructFrom: 
Score: -166358272.000000 Penalty: 62900.175781
Entering ConstructFrom: 
Trying to split cluster 1 (180662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Entering Unmasked Estep 
Score: -23252376.000000 Penalty: 3001.887207
	Iteration 0F: 2 clusters Score -2.325238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -23132968.000000 Penalty: 6003.774414
	Iteration 0F: 3 clusters Score -2.313297e+07 nChanged 86787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -23183304.000000 Penalty: 6003.774414
	Iteration 1F: 3 clusters Score -2.31833e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -23184612.000000 Penalty: 6003.774414
	Iteration 2Q: 3 clusters Score -2.318461e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -23186256.000000 Penalty: 6003.774414
	Iteration 3Q: 3 clusters Score -2.318626e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -23188820.000000 Penalty: 6003.774414
	Iteration 4Q: 3 clusters Score -2.318882e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -23192272.000000 Penalty: 6003.774414
	Iteration 5Q: 3 clusters Score -2.319227e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -23197674.000000 Penalty: 6003.774414
	Iteration 6F: 3 clusters Score -2.319767e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -23204846.000000 Penalty: 6003.774414
	Iteration 7F: 3 clusters Score -2.320485e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -23214800.000000 Penalty: 6003.774414
	Iteration 8F: 3 clusters Score -2.32148e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -23225766.000000 Penalty: 6003.774414
	Iteration 9F: 3 clusters Score -2.322577e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -23233814.000000 Penalty: 6003.774414
	Iteration 10F: 3 clusters Score -2.323381e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 139849 members 
Entering Unmasked Estep 
Score: -23237476.000000 Penalty: 6003.774414
	Iteration 11Q: 3 clusters Score -2.323748e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 142940 members 
Entering Unmasked Estep 
Score: -23239342.000000 Penalty: 6003.774414
	Iteration 12Q: 3 clusters Score -2.323934e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -23241012.000000 Penalty: 6003.774414
	Iteration 13Q: 3 clusters Score -2.324101e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -23242154.000000 Penalty: 6003.774414
	Iteration 14Q: 3 clusters Score -2.324215e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 150697 members 
Entering Unmasked Estep 
Score: -23243130.000000 Penalty: 6003.774414
	Iteration 15Q: 3 clusters Score -2.324313e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -23244144.000000 Penalty: 6003.774414
	Iteration 16Q: 3 clusters Score -2.324414e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -23244942.000000 Penalty: 6003.774414
	Iteration 17Q: 3 clusters Score -2.324494e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 157470 members 
Entering Unmasked Estep 
Score: -23245784.000000 Penalty: 6003.774414
	Iteration 18Q: 3 clusters Score -2.324578e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 159586 members 
Entering Unmasked Estep 
Score: -23246624.000000 Penalty: 6003.774414
	Iteration 19Q: 3 clusters Score -2.324662e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -23247396.000000 Penalty: 6003.774414
	Iteration 20F: 3 clusters Score -2.32474e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -23247992.000000 Penalty: 6003.774414
	Iteration 21Q: 3 clusters Score -2.324799e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -23248498.000000 Penalty: 6003.774414
	Iteration 22Q: 3 clusters Score -2.32485e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 167144 members 
Entering Unmasked Estep 
Score: -23249166.000000 Penalty: 6003.774414
	Iteration 23Q: 3 clusters Score -2.324917e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 168709 members 
Entering Unmasked Estep 
Score: -23249602.000000 Penalty: 6003.774414
	Iteration 24Q: 3 clusters Score -2.32496e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -23249866.000000 Penalty: 6003.774414
	Iteration 25Q: 3 clusters Score -2.324987e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -23250104.000000 Penalty: 6003.774414
	Iteration 26Q: 3 clusters Score -2.32501e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 172527 members 
Entering Unmasked Estep 
Score: -23250348.000000 Penalty: 6003.774414
	Iteration 27Q: 3 clusters Score -2.325035e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -23250514.000000 Penalty: 6003.774414
	Iteration 28Q: 3 clusters Score -2.325051e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 174360 members 
Entering Unmasked Estep 
Score: -23250708.000000 Penalty: 6003.774414
	Iteration 29Q: 3 clusters Score -2.325071e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -23250762.000000 Penalty: 6003.774414
	Iteration 30Q: 3 clusters Score -2.325076e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -23250698.000000 Penalty: 6003.774414
	Iteration 31Q: 3 clusters Score -2.32507e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 176301 members 
Entering Unmasked Estep 
Score: -23250618.000000 Penalty: 6003.774414
	Iteration 32Q: 3 clusters Score -2.325062e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 176746 members 
Entering Unmasked Estep 
Score: -23250662.000000 Penalty: 6003.774414
	Iteration 33Q: 3 clusters Score -2.325066e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -23250740.000000 Penalty: 6003.774414
	Iteration 34Q: 3 clusters Score -2.325074e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 177503 members 
Entering Unmasked Estep 
Score: -23250784.000000 Penalty: 6003.774414
	Iteration 35Q: 3 clusters Score -2.325078e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -23250832.000000 Penalty: 6003.774414
	Iteration 36Q: 3 clusters Score -2.325083e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 178032 members 
Entering Unmasked Estep 
Score: -23250878.000000 Penalty: 6003.774414
	Iteration 37Q: 3 clusters Score -2.325088e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 178236 members 
Entering Unmasked Estep 
Score: -23250936.000000 Penalty: 6003.774414
	Iteration 38Q: 3 clusters Score -2.325094e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -23250960.000000 Penalty: 6003.774414
	Iteration 39Q: 3 clusters Score -2.325096e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 178543 members 
Entering Unmasked Estep 
Score: -23250866.000000 Penalty: 6003.774414
	Iteration 40F: 3 clusters Score -2.325087e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -23250840.000000 Penalty: 6003.774414
	Iteration 41Q: 3 clusters Score -2.325084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -23250828.000000 Penalty: 6003.774414
	Iteration 42Q: 3 clusters Score -2.325083e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -23250754.000000 Penalty: 6003.774414
	Iteration 43Q: 3 clusters Score -2.325075e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 178871 members 
Entering Unmasked Estep 
Score: -23250774.000000 Penalty: 6003.774414
	Iteration 44Q: 3 clusters Score -2.325077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 178904 members 
Entering Unmasked Estep 
Score: -23250758.000000 Penalty: 6003.774414
	Iteration 45Q: 3 clusters Score -2.325076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 178929 members 
Entering Unmasked Estep 
Score: -23250778.000000 Penalty: 6003.774414
	Iteration 46Q: 3 clusters Score -2.325078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 178957 members 
Entering Unmasked Estep 
Score: -23250760.000000 Penalty: 6003.774414
	Iteration 47Q: 3 clusters Score -2.325076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -23250780.000000 Penalty: 6003.774414
	Iteration 48Q: 3 clusters Score -2.325078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -23250768.000000 Penalty: 6003.774414
	Iteration 49Q: 3 clusters Score -2.325077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 179030 members 
Entering Unmasked Estep 
Score: -23250770.000000 Penalty: 6003.774414
	Iteration 50Q: 3 clusters Score -2.325077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 179043 members 
Entering Unmasked Estep 
Score: -23250766.000000 Penalty: 6003.774414
	Iteration 51Q: 3 clusters Score -2.325077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -23250782.000000 Penalty: 6003.774414
	Iteration 52Q: 3 clusters Score -2.325078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -23250768.000000 Penalty: 6003.774414
	Iteration 53Q: 3 clusters Score -2.325077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 179066 members 
Entering Unmasked Estep 
Score: -23250772.000000 Penalty: 6003.774414
	Iteration 54Q: 3 clusters Score -2.325077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 179069 members 
Entering Unmasked Estep 
Score: -23250792.000000 Penalty: 6003.774414
	Iteration 55Q: 3 clusters Score -2.325079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -23250774.000000 Penalty: 6003.774414
	Iteration 56Q: 3 clusters Score -2.325077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -23250768.000000 Penalty: 6003.774414
	Iteration 57Q: 3 clusters Score -2.325077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -23250766.000000 Penalty: 6003.774414
	Iteration 58Q: 3 clusters Score -2.325077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 179079 members 
Entering Unmasked Estep 
Score: -23250766.000000 Penalty: 6003.774414
	Iteration 59Q: 3 clusters Score -2.325077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -23250760.000000 Penalty: 6003.774414
	Iteration 60F: 3 clusters Score -2.325076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 179096 members 
Entering Unmasked Estep 
Score: -23250784.000000 Penalty: 6003.774414
	Iteration 61Q: 3 clusters Score -2.325078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -23250778.000000 Penalty: 6003.774414
	Iteration 62Q: 3 clusters Score -2.325078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -23250766.000000 Penalty: 6003.774414
	Iteration 63Q: 3 clusters Score -2.325077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -23250770.000000 Penalty: 6003.774414
	Iteration 64Q: 3 clusters Score -2.325077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -23250768.000000 Penalty: 6003.774414
	Iteration 65Q: 3 clusters Score -2.325077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -23250758.000000 Penalty: 6003.774414
	Iteration 66Q: 3 clusters Score -2.325076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -23250760.000000 Penalty: 6003.774414
	Iteration 67Q: 3 clusters Score -2.325076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -23250760.000000 Penalty: 6003.774414
	Iteration 68Q: 3 clusters Score -2.325076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -23250754.000000 Penalty: 6003.774414
	Iteration 69Q: 3 clusters Score -2.325075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -23250756.000000 Penalty: 6003.774414
	Iteration 70Q: 3 clusters Score -2.325076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -23250756.000000 Penalty: 6003.774414
	Iteration 71F: 3 clusters Score -2.325076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Entering Unmasked Estep 
Score: -6061167.500000 Penalty: 2672.689941
	Iteration 0F: 2 clusters Score -6061168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -6028845.500000 Penalty: 5345.379883
	Iteration 0F: 3 clusters Score -6028846 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6041037.000000 Penalty: 5345.379883
	Iteration 1F: 3 clusters Score -6041037 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -6041461.000000 Penalty: 5345.379883
	Iteration 2Q: 3 clusters Score -6041461 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -6041838.000000 Penalty: 5345.379883
	Iteration 3Q: 3 clusters Score -6041838 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -6042136.500000 Penalty: 5345.379883
	Iteration 4Q: 3 clusters Score -6042136 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -6042410.000000 Penalty: 5345.379883
	Iteration 5Q: 3 clusters Score -6042410 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6042786.000000 Penalty: 5345.379883
	Iteration 6Q: 3 clusters Score -6042786 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -6043231.000000 Penalty: 5345.379883
	Iteration 7Q: 3 clusters Score -6043231 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6043898.000000 Penalty: 5345.379883
	Iteration 8Q: 3 clusters Score -6043898 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6044888.500000 Penalty: 5345.379883
	Iteration 9Q: 3 clusters Score -6044888 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -6046461.500000 Penalty: 5345.379883
	Iteration 10F: 3 clusters Score -6046462 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -6048959.500000 Penalty: 5345.379883
	Iteration 11F: 3 clusters Score -6048960 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -6052047.500000 Penalty: 5345.379883
	Iteration 12F: 3 clusters Score -6052048 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -6055306.500000 Penalty: 5345.379883
	Iteration 13F: 3 clusters Score -6055306 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -6057160.500000 Penalty: 5345.379883
	Iteration 14Q: 3 clusters Score -6057160 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6057832.500000 Penalty: 5345.379883
	Iteration 15Q: 3 clusters Score -6057832 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -6058110.000000 Penalty: 5345.379883
	Iteration 16Q: 3 clusters Score -6058110 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -6058234.500000 Penalty: 5345.379883
	Iteration 17Q: 3 clusters Score -6058234 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -6058354.500000 Penalty: 5345.379883
	Iteration 18Q: 3 clusters Score -6058354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -6058424.500000 Penalty: 5345.379883
	Iteration 19Q: 3 clusters Score -6058424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -6058455.000000 Penalty: 5345.379883
	Iteration 20F: 3 clusters Score -6058455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -6058474.500000 Penalty: 5345.379883
	Iteration 21Q: 3 clusters Score -6058474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6058484.500000 Penalty: 5345.379883
	Iteration 22Q: 3 clusters Score -6058484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6058511.500000 Penalty: 5345.379883
	Iteration 23Q: 3 clusters Score -6058512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -6058534.000000 Penalty: 5345.379883
	Iteration 24Q: 3 clusters Score -6058534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -6058550.500000 Penalty: 5345.379883
	Iteration 25Q: 3 clusters Score -6058550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6058560.500000 Penalty: 5345.379883
	Iteration 26Q: 3 clusters Score -6058560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -6058567.500000 Penalty: 5345.379883
	Iteration 27Q: 3 clusters Score -6058568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -6058575.000000 Penalty: 5345.379883
	Iteration 28Q: 3 clusters Score -6058575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6058576.500000 Penalty: 5345.379883
	Iteration 29Q: 3 clusters Score -6058576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -6058584.000000 Penalty: 5345.379883
	Iteration 30Q: 3 clusters Score -6058584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6058587.000000 Penalty: 5345.379883
	Iteration 31Q: 3 clusters Score -6058587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -6058585.000000 Penalty: 5345.379883
	Iteration 32Q: 3 clusters Score -6058585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -6058585.500000 Penalty: 5345.379883
	Iteration 33Q: 3 clusters Score -6058586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -6058586.000000 Penalty: 5345.379883
	Iteration 34Q: 3 clusters Score -6058586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -6058593.500000 Penalty: 5345.379883
	Iteration 35Q: 3 clusters Score -6058594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -6058587.000000 Penalty: 5345.379883
	Iteration 36Q: 3 clusters Score -6058587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -6058603.500000 Penalty: 5345.379883
	Iteration 37Q: 3 clusters Score -6058604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -6058622.500000 Penalty: 5345.379883
	Iteration 38Q: 3 clusters Score -6058622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6058626.000000 Penalty: 5345.379883
	Iteration 39Q: 3 clusters Score -6058626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -6058623.500000 Penalty: 5345.379883
	Iteration 40F: 3 clusters Score -6058624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -6058629.500000 Penalty: 5345.379883
	Iteration 41Q: 3 clusters Score -6058630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6058634.500000 Penalty: 5345.379883
	Iteration 42Q: 3 clusters Score -6058634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6058631.000000 Penalty: 5345.379883
	Iteration 43Q: 3 clusters Score -6058631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6058641.000000 Penalty: 5345.379883
	Iteration 44Q: 3 clusters Score -6058641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -6058658.000000 Penalty: 5345.379883
	Iteration 45Q: 3 clusters Score -6058658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -6058649.500000 Penalty: 5345.379883
	Iteration 46Q: 3 clusters Score -6058650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -6058640.500000 Penalty: 5345.379883
	Iteration 47Q: 3 clusters Score -6058640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6058652.500000 Penalty: 5345.379883
	Iteration 48Q: 3 clusters Score -6058652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6058656.500000 Penalty: 5345.379883
	Iteration 49Q: 3 clusters Score -6058656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -6058659.500000 Penalty: 5345.379883
	Iteration 50Q: 3 clusters Score -6058660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6058648.000000 Penalty: 5345.379883
	Iteration 51Q: 3 clusters Score -6058648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6058642.000000 Penalty: 5345.379883
	Iteration 52Q: 3 clusters Score -6058642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -6058647.000000 Penalty: 5345.379883
	Iteration 53Q: 3 clusters Score -6058647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -6058656.500000 Penalty: 5345.379883
	Iteration 54Q: 3 clusters Score -6058656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -6058662.000000 Penalty: 5345.379883
	Iteration 55Q: 3 clusters Score -6058662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -6058645.500000 Penalty: 5345.379883
	Iteration 56Q: 3 clusters Score -6058646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -6058640.500000 Penalty: 5345.379883
	Iteration 57Q: 3 clusters Score -6058640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -6058649.500000 Penalty: 5345.379883
	Iteration 58Q: 3 clusters Score -6058650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -6058658.500000 Penalty: 5345.379883
	Iteration 59Q: 3 clusters Score -6058658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -6058674.500000 Penalty: 5345.379883
	Iteration 60F: 3 clusters Score -6058674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -6058672.000000 Penalty: 5345.379883
	Iteration 61Q: 3 clusters Score -6058672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -6058668.000000 Penalty: 5345.379883
	Iteration 62Q: 3 clusters Score -6058668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -6058682.000000 Penalty: 5345.379883
	Iteration 63Q: 3 clusters Score -6058682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -6058701.000000 Penalty: 5345.379883
	Iteration 64Q: 3 clusters Score -6058701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6058708.500000 Penalty: 5345.379883
	Iteration 65Q: 3 clusters Score -6058708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -6058715.500000 Penalty: 5345.379883
	Iteration 66Q: 3 clusters Score -6058716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -6058719.500000 Penalty: 5345.379883
	Iteration 67Q: 3 clusters Score -6058720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -6058712.500000 Penalty: 5345.379883
	Iteration 68Q: 3 clusters Score -6058712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6058723.000000 Penalty: 5345.379883
	Iteration 69Q: 3 clusters Score -6058723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -6058722.000000 Penalty: 5345.379883
	Iteration 70Q: 3 clusters Score -6058722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -6058720.500000 Penalty: 5345.379883
	Iteration 71Q: 3 clusters Score -6058720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -6058713.000000 Penalty: 5345.379883
	Iteration 72Q: 3 clusters Score -6058713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -6058716.500000 Penalty: 5345.379883
	Iteration 73Q: 3 clusters Score -6058716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6058717.000000 Penalty: 5345.379883
	Iteration 74Q: 3 clusters Score -6058717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -6058721.000000 Penalty: 5345.379883
	Iteration 75Q: 3 clusters Score -6058721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -6058717.500000 Penalty: 5345.379883
	Iteration 76Q: 3 clusters Score -6058718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6058727.000000 Penalty: 5345.379883
	Iteration 77Q: 3 clusters Score -6058727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -6058727.000000 Penalty: 5345.379883
	Iteration 78Q: 3 clusters Score -6058727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6058739.000000 Penalty: 5345.379883
	Iteration 79Q: 3 clusters Score -6058739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6058731.000000 Penalty: 5345.379883
	Iteration 80F: 3 clusters Score -6058731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -6058735.500000 Penalty: 5345.379883
	Iteration 81Q: 3 clusters Score -6058736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6058743.000000 Penalty: 5345.379883
	Iteration 82Q: 3 clusters Score -6058743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -6058751.000000 Penalty: 5345.379883
	Iteration 83Q: 3 clusters Score -6058751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -6058743.000000 Penalty: 5345.379883
	Iteration 84Q: 3 clusters Score -6058743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6058738.000000 Penalty: 5345.379883
	Iteration 85Q: 3 clusters Score -6058738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -6058732.500000 Penalty: 5345.379883
	Iteration 86Q: 3 clusters Score -6058732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -6058742.500000 Penalty: 5345.379883
	Iteration 87Q: 3 clusters Score -6058742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6058747.500000 Penalty: 5345.379883
	Iteration 88Q: 3 clusters Score -6058748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6058743.500000 Penalty: 5345.379883
	Iteration 89Q: 3 clusters Score -6058744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6058745.000000 Penalty: 5345.379883
	Iteration 90Q: 3 clusters Score -6058745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -6058745.000000 Penalty: 5345.379883
	Iteration 91Q: 3 clusters Score -6058745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -6058739.500000 Penalty: 5345.379883
	Iteration 92Q: 3 clusters Score -6058740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -6058741.000000 Penalty: 5345.379883
	Iteration 93Q: 3 clusters Score -6058741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -6058746.000000 Penalty: 5345.379883
	Iteration 94Q: 3 clusters Score -6058746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -6058748.000000 Penalty: 5345.379883
	Iteration 95Q: 3 clusters Score -6058748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -6058735.500000 Penalty: 5345.379883
	Iteration 96Q: 3 clusters Score -6058736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6058736.000000 Penalty: 5345.379883
	Iteration 97Q: 3 clusters Score -6058736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6058741.000000 Penalty: 5345.379883
	Iteration 98Q: 3 clusters Score -6058741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -6058744.500000 Penalty: 5345.379883
	Iteration 99Q: 3 clusters Score -6058744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -6058738.000000 Penalty: 5345.379883
	Iteration 100F: 3 clusters Score -6058738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -6058738.000000 Penalty: 5345.379883
	Iteration 101Q: 3 clusters Score -6058738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6058740.000000 Penalty: 5345.379883
	Iteration 102Q: 3 clusters Score -6058740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6058740.000000 Penalty: 5345.379883
	Iteration 103F: 3 clusters Score -6058740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Entering Unmasked Estep 
Score: -24313878.000000 Penalty: 3011.667236
	Iteration 0F: 2 clusters Score -2.431388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -24201150.000000 Penalty: 6023.334473
	Iteration 0F: 3 clusters Score -2.420115e+07 nChanged 90316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -24254580.000000 Penalty: 6023.334473
	Iteration 1F: 3 clusters Score -2.425458e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -24256746.000000 Penalty: 6023.334473
	Iteration 2Q: 3 clusters Score -2.425675e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -24260014.000000 Penalty: 6023.334473
	Iteration 3Q: 3 clusters Score -2.426001e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -24264776.000000 Penalty: 6023.334473
	Iteration 4F: 3 clusters Score -2.426478e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -24271038.000000 Penalty: 6023.334473
	Iteration 5F: 3 clusters Score -2.427104e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 121196 members 
Entering Unmasked Estep 
Score: -24279484.000000 Penalty: 6023.334473
	Iteration 6F: 3 clusters Score -2.427948e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -24289458.000000 Penalty: 6023.334473
	Iteration 7F: 3 clusters Score -2.428946e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -24299570.000000 Penalty: 6023.334473
	Iteration 8F: 3 clusters Score -2.429957e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -24307346.000000 Penalty: 6023.334473
	Iteration 9Q: 3 clusters Score -2.430735e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 150697 members 
Entering Unmasked Estep 
Score: -24311930.000000 Penalty: 6023.334473
	Iteration 10Q: 3 clusters Score -2.431193e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -24314196.000000 Penalty: 6023.334473
	Iteration 11Q: 3 clusters Score -2.43142e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -24315988.000000 Penalty: 6023.334473
	Iteration 12Q: 3 clusters Score -2.431599e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -24317802.000000 Penalty: 6023.334473
	Iteration 13Q: 3 clusters Score -2.43178e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -24319188.000000 Penalty: 6023.334473
	Iteration 14Q: 3 clusters Score -2.431919e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -24320340.000000 Penalty: 6023.334473
	Iteration 15Q: 3 clusters Score -2.432034e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -24321220.000000 Penalty: 6023.334473
	Iteration 16Q: 3 clusters Score -2.432122e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -24321770.000000 Penalty: 6023.334473
	Iteration 17Q: 3 clusters Score -2.432177e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 171224 members 
Entering Unmasked Estep 
Score: -24322092.000000 Penalty: 6023.334473
	Iteration 18Q: 3 clusters Score -2.432209e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 172421 members 
Entering Unmasked Estep 
Score: -24322072.000000 Penalty: 6023.334473
	Iteration 19Q: 3 clusters Score -2.432207e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -24322292.000000 Penalty: 6023.334473
	Iteration 20F: 3 clusters Score -2.432229e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 174113 members 
Entering Unmasked Estep 
Score: -24322292.000000 Penalty: 6023.334473
	Iteration 21Q: 3 clusters Score -2.432229e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -24322210.000000 Penalty: 6023.334473
	Iteration 22Q: 3 clusters Score -2.432221e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -24322012.000000 Penalty: 6023.334473
	Iteration 23Q: 3 clusters Score -2.432201e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 175746 members 
Entering Unmasked Estep 
Score: -24321928.000000 Penalty: 6023.334473
	Iteration 24Q: 3 clusters Score -2.432193e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -24321794.000000 Penalty: 6023.334473
	Iteration 25Q: 3 clusters Score -2.432179e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 176396 members 
Entering Unmasked Estep 
Score: -24321674.000000 Penalty: 6023.334473
	Iteration 26Q: 3 clusters Score -2.432167e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -24321578.000000 Penalty: 6023.334473
	Iteration 27Q: 3 clusters Score -2.432158e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -24321528.000000 Penalty: 6023.334473
	Iteration 28Q: 3 clusters Score -2.432153e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -24321434.000000 Penalty: 6023.334473
	Iteration 29Q: 3 clusters Score -2.432143e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -24321408.000000 Penalty: 6023.334473
	Iteration 30Q: 3 clusters Score -2.432141e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -24321380.000000 Penalty: 6023.334473
	Iteration 31Q: 3 clusters Score -2.432138e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -24321362.000000 Penalty: 6023.334473
	Iteration 32Q: 3 clusters Score -2.432136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 177194 members 
Entering Unmasked Estep 
Score: -24321340.000000 Penalty: 6023.334473
	Iteration 33Q: 3 clusters Score -2.432134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 177250 members 
Entering Unmasked Estep 
Score: -24321306.000000 Penalty: 6023.334473
	Iteration 34Q: 3 clusters Score -2.432131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -24321296.000000 Penalty: 6023.334473
	Iteration 35Q: 3 clusters Score -2.43213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -24321264.000000 Penalty: 6023.334473
	Iteration 36Q: 3 clusters Score -2.432126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -24321284.000000 Penalty: 6023.334473
	Iteration 37Q: 3 clusters Score -2.432128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -24321260.000000 Penalty: 6023.334473
	Iteration 38Q: 3 clusters Score -2.432126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 177451 members 
Entering Unmasked Estep 
Score: -24321236.000000 Penalty: 6023.334473
	Iteration 39Q: 3 clusters Score -2.432124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -24321240.000000 Penalty: 6023.334473
	Iteration 40F: 3 clusters Score -2.432124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 177520 members 
Entering Unmasked Estep 
Score: -24321220.000000 Penalty: 6023.334473
	Iteration 41Q: 3 clusters Score -2.432122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -24321188.000000 Penalty: 6023.334473
	Iteration 42Q: 3 clusters Score -2.432119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -24321178.000000 Penalty: 6023.334473
	Iteration 43Q: 3 clusters Score -2.432118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -24321156.000000 Penalty: 6023.334473
	Iteration 44Q: 3 clusters Score -2.432116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 177607 members 
Entering Unmasked Estep 
Score: -24321116.000000 Penalty: 6023.334473
	Iteration 45Q: 3 clusters Score -2.432112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -24321130.000000 Penalty: 6023.334473
	Iteration 46Q: 3 clusters Score -2.432113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 177630 members 
Entering Unmasked Estep 
Score: -24321136.000000 Penalty: 6023.334473
	Iteration 47Q: 3 clusters Score -2.432114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -24321108.000000 Penalty: 6023.334473
	Iteration 48Q: 3 clusters Score -2.432111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -24321124.000000 Penalty: 6023.334473
	Iteration 49Q: 3 clusters Score -2.432112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -24321114.000000 Penalty: 6023.334473
	Iteration 50Q: 3 clusters Score -2.432111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 177656 members 
Entering Unmasked Estep 
Score: -24321108.000000 Penalty: 6023.334473
	Iteration 51Q: 3 clusters Score -2.432111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -24321108.000000 Penalty: 6023.334473
	Iteration 52Q: 3 clusters Score -2.432111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -24321110.000000 Penalty: 6023.334473
	Iteration 53Q: 3 clusters Score -2.432111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -24321082.000000 Penalty: 6023.334473
	Iteration 54Q: 3 clusters Score -2.432108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 177685 members 
Entering Unmasked Estep 
Score: -24321066.000000 Penalty: 6023.334473
	Iteration 55Q: 3 clusters Score -2.432107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -24321086.000000 Penalty: 6023.334473
	Iteration 56Q: 3 clusters Score -2.432109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -24321084.000000 Penalty: 6023.334473
	Iteration 57Q: 3 clusters Score -2.432108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 177698 members 
Entering Unmasked Estep 
Score: -24321090.000000 Penalty: 6023.334473
	Iteration 58Q: 3 clusters Score -2.432109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -24321092.000000 Penalty: 6023.334473
	Iteration 59Q: 3 clusters Score -2.432109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -24321090.000000 Penalty: 6023.334473
	Iteration 60F: 3 clusters Score -2.432109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -24321090.000000 Penalty: 6023.334473
	Iteration 61Q: 3 clusters Score -2.432109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -24321090.000000 Penalty: 6023.334473
	Iteration 62Q: 3 clusters Score -2.432109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -24321084.000000 Penalty: 6023.334473
	Iteration 63Q: 3 clusters Score -2.432108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -24321092.000000 Penalty: 6023.334473
	Iteration 64Q: 3 clusters Score -2.432109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 177718 members 
Entering Unmasked Estep 
Score: -24321088.000000 Penalty: 6023.334473
	Iteration 65Q: 3 clusters Score -2.432109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -24321094.000000 Penalty: 6023.334473
	Iteration 66Q: 3 clusters Score -2.432109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -24321084.000000 Penalty: 6023.334473
	Iteration 67Q: 3 clusters Score -2.432108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -24321084.000000 Penalty: 6023.334473
	Iteration 68Q: 3 clusters Score -2.432108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -24321084.000000 Penalty: 6023.334473
	Iteration 69F: 3 clusters Score -2.432108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 47905 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 11 contains 177728 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 17 contains 306420 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 32445 members 
Entering Unmasked Estep 
Score: -166366160.000000 Penalty: 66394.625000
Splitting cluster 3 changes total score from -166358272.000000 to -166366160.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -798812.062500 Penalty: 2174.799316
	Iteration 0F: 2 clusters Score -798812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -793377.250000 Penalty: 4349.598633
	Iteration 0F: 3 clusters Score -793377.2 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -794805.000000 Penalty: 4349.598633
	Iteration 1F: 3 clusters Score -794805 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -795080.937500 Penalty: 4349.598633
	Iteration 2F: 3 clusters Score -795080.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -795274.375000 Penalty: 4349.598633
	Iteration 3F: 3 clusters Score -795274.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -795402.187500 Penalty: 4349.598633
	Iteration 4Q: 3 clusters Score -795402.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -795493.000000 Penalty: 4349.598633
	Iteration 5Q: 3 clusters Score -795493 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -795563.375000 Penalty: 4349.598633
	Iteration 6Q: 3 clusters Score -795563.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -795624.375000 Penalty: 4349.598633
	Iteration 7Q: 3 clusters Score -795624.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -795684.625000 Penalty: 4349.598633
	Iteration 8Q: 3 clusters Score -795684.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -795748.437500 Penalty: 4349.598633
	Iteration 9Q: 3 clusters Score -795748.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -795826.437500 Penalty: 4349.598633
	Iteration 10Q: 3 clusters Score -795826.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -795918.187500 Penalty: 4349.598633
	Iteration 11Q: 3 clusters Score -795918.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -796035.937500 Penalty: 4349.598633
	Iteration 12Q: 3 clusters Score -796035.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -796142.500000 Penalty: 4349.598633
	Iteration 13Q: 3 clusters Score -796142.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -796230.812500 Penalty: 4349.598633
	Iteration 14Q: 3 clusters Score -796230.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -796309.500000 Penalty: 4349.598633
	Iteration 15Q: 3 clusters Score -796309.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -796388.062500 Penalty: 4349.598633
	Iteration 16Q: 3 clusters Score -796388.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -796457.500000 Penalty: 4349.598633
	Iteration 17Q: 3 clusters Score -796457.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -796539.687500 Penalty: 4349.598633
	Iteration 18Q: 3 clusters Score -796539.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -796612.875000 Penalty: 4349.598633
	Iteration 19Q: 3 clusters Score -796612.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -796691.937500 Penalty: 4349.598633
	Iteration 20F: 3 clusters Score -796691.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -796784.500000 Penalty: 4349.598633
	Iteration 21Q: 3 clusters Score -796784.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -796881.375000 Penalty: 4349.598633
	Iteration 22Q: 3 clusters Score -796881.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -796972.375000 Penalty: 4349.598633
	Iteration 23Q: 3 clusters Score -796972.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -797078.437500 Penalty: 4349.598633
	Iteration 24Q: 3 clusters Score -797078.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -797138.562500 Penalty: 4349.598633
	Iteration 25Q: 3 clusters Score -797138.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -797183.750000 Penalty: 4349.598633
	Iteration 26Q: 3 clusters Score -797183.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -797212.375000 Penalty: 4349.598633
	Iteration 27Q: 3 clusters Score -797212.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -797240.312500 Penalty: 4349.598633
	Iteration 28Q: 3 clusters Score -797240.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -797264.187500 Penalty: 4349.598633
	Iteration 29Q: 3 clusters Score -797264.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -797282.000000 Penalty: 4349.598633
	Iteration 30Q: 3 clusters Score -797282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -797293.187500 Penalty: 4349.598633
	Iteration 31Q: 3 clusters Score -797293.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -797301.687500 Penalty: 4349.598633
	Iteration 32Q: 3 clusters Score -797301.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -797308.500000 Penalty: 4349.598633
	Iteration 33Q: 3 clusters Score -797308.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -797316.187500 Penalty: 4349.598633
	Iteration 34Q: 3 clusters Score -797316.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -797323.375000 Penalty: 4349.598633
	Iteration 35Q: 3 clusters Score -797323.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -797324.125000 Penalty: 4349.598633
	Iteration 36Q: 3 clusters Score -797324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -797331.375000 Penalty: 4349.598633
	Iteration 37Q: 3 clusters Score -797331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -797333.562500 Penalty: 4349.598633
	Iteration 38Q: 3 clusters Score -797333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -797337.875000 Penalty: 4349.598633
	Iteration 39Q: 3 clusters Score -797337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -797341.875000 Penalty: 4349.598633
	Iteration 40F: 3 clusters Score -797341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -797343.937500 Penalty: 4349.598633
	Iteration 41Q: 3 clusters Score -797343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -797346.250000 Penalty: 4349.598633
	Iteration 42Q: 3 clusters Score -797346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -797348.562500 Penalty: 4349.598633
	Iteration 43Q: 3 clusters Score -797348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -797352.562500 Penalty: 4349.598633
	Iteration 44Q: 3 clusters Score -797352.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -797360.625000 Penalty: 4349.598633
	Iteration 45Q: 3 clusters Score -797360.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -797365.125000 Penalty: 4349.598633
	Iteration 46Q: 3 clusters Score -797365.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -797371.562500 Penalty: 4349.598633
	Iteration 47Q: 3 clusters Score -797371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -797379.250000 Penalty: 4349.598633
	Iteration 48Q: 3 clusters Score -797379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -797387.750000 Penalty: 4349.598633
	Iteration 49Q: 3 clusters Score -797387.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -797395.750000 Penalty: 4349.598633
	Iteration 50Q: 3 clusters Score -797395.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -797401.000000 Penalty: 4349.598633
	Iteration 51Q: 3 clusters Score -797401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -797407.562500 Penalty: 4349.598633
	Iteration 52Q: 3 clusters Score -797407.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -797412.875000 Penalty: 4349.598633
	Iteration 53Q: 3 clusters Score -797412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -797422.125000 Penalty: 4349.598633
	Iteration 54Q: 3 clusters Score -797422.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -797428.500000 Penalty: 4349.598633
	Iteration 55Q: 3 clusters Score -797428.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -797437.937500 Penalty: 4349.598633
	Iteration 56Q: 3 clusters Score -797437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -797449.937500 Penalty: 4349.598633
	Iteration 57Q: 3 clusters Score -797449.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -797468.625000 Penalty: 4349.598633
	Iteration 58Q: 3 clusters Score -797468.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -797491.500000 Penalty: 4349.598633
	Iteration 59Q: 3 clusters Score -797491.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -797514.187500 Penalty: 4349.598633
	Iteration 60F: 3 clusters Score -797514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -797536.937500 Penalty: 4349.598633
	Iteration 61Q: 3 clusters Score -797536.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -797565.562500 Penalty: 4349.598633
	Iteration 62Q: 3 clusters Score -797565.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -797590.250000 Penalty: 4349.598633
	Iteration 63Q: 3 clusters Score -797590.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -797620.562500 Penalty: 4349.598633
	Iteration 64Q: 3 clusters Score -797620.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -797646.312500 Penalty: 4349.598633
	Iteration 65Q: 3 clusters Score -797646.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -797663.000000 Penalty: 4349.598633
	Iteration 66Q: 3 clusters Score -797663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -797676.375000 Penalty: 4349.598633
	Iteration 67Q: 3 clusters Score -797676.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -797682.812500 Penalty: 4349.598633
	Iteration 68Q: 3 clusters Score -797682.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -797687.875000 Penalty: 4349.598633
	Iteration 69Q: 3 clusters Score -797687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -797694.375000 Penalty: 4349.598633
	Iteration 70Q: 3 clusters Score -797694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -797698.062500 Penalty: 4349.598633
	Iteration 71Q: 3 clusters Score -797698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -797702.250000 Penalty: 4349.598633
	Iteration 72Q: 3 clusters Score -797702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -797704.562500 Penalty: 4349.598633
	Iteration 73Q: 3 clusters Score -797704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -797709.437500 Penalty: 4349.598633
	Iteration 74Q: 3 clusters Score -797709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -797709.437500 Penalty: 4349.598633
	Iteration 75Q: 3 clusters Score -797709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -797709.750000 Penalty: 4349.598633
	Iteration 76Q: 3 clusters Score -797709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -797710.875000 Penalty: 4349.598633
	Iteration 77Q: 3 clusters Score -797710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -797712.000000 Penalty: 4349.598633
	Iteration 78Q: 3 clusters Score -797712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -797711.937500 Penalty: 4349.598633
	Iteration 79Q: 3 clusters Score -797711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -797712.687500 Penalty: 4349.598633
	Iteration 80F: 3 clusters Score -797712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (188806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188806 members 
Entering Unmasked Estep 
Score: -24468458.000000 Penalty: 3012.822021
	Iteration 0F: 2 clusters Score -2.446846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -24354934.000000 Penalty: 6025.644043
	Iteration 0F: 3 clusters Score -2.435493e+07 nChanged 90617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -24408092.000000 Penalty: 6025.644043
	Iteration 1F: 3 clusters Score -2.440809e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -24409148.000000 Penalty: 6025.644043
	Iteration 2Q: 3 clusters Score -2.440915e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -24410578.000000 Penalty: 6025.644043
	Iteration 3Q: 3 clusters Score -2.441058e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -24412404.000000 Penalty: 6025.644043
	Iteration 4Q: 3 clusters Score -2.44124e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 111092 members 
Entering Unmasked Estep 
Score: -24415544.000000 Penalty: 6025.644043
	Iteration 5Q: 3 clusters Score -2.441554e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -24420592.000000 Penalty: 6025.644043
	Iteration 6Q: 3 clusters Score -2.442059e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -24428844.000000 Penalty: 6025.644043
	Iteration 7F: 3 clusters Score -2.442884e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -24439568.000000 Penalty: 6025.644043
	Iteration 8F: 3 clusters Score -2.443957e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -24450612.000000 Penalty: 6025.644043
	Iteration 9F: 3 clusters Score -2.445061e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -24459316.000000 Penalty: 6025.644043
	Iteration 10F: 3 clusters Score -2.445932e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -24463994.000000 Penalty: 6025.644043
	Iteration 11Q: 3 clusters Score -2.446399e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -24465678.000000 Penalty: 6025.644043
	Iteration 12Q: 3 clusters Score -2.446568e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 178957 members 
Entering Unmasked Estep 
Score: -24466360.000000 Penalty: 6025.644043
	Iteration 13Q: 3 clusters Score -2.446636e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 181367 members 
Entering Unmasked Estep 
Score: -24466650.000000 Penalty: 6025.644043
	Iteration 14Q: 3 clusters Score -2.446665e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -24466790.000000 Penalty: 6025.644043
	Iteration 15Q: 3 clusters Score -2.446679e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -24466758.000000 Penalty: 6025.644043
	Iteration 16Q: 3 clusters Score -2.446676e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 185224 members 
Entering Unmasked Estep 
Score: -24466686.000000 Penalty: 6025.644043
	Iteration 17Q: 3 clusters Score -2.446669e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 185850 members 
Entering Unmasked Estep 
Score: -24466618.000000 Penalty: 6025.644043
	Iteration 18Q: 3 clusters Score -2.446662e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 186306 members 
Entering Unmasked Estep 
Score: -24466594.000000 Penalty: 6025.644043
	Iteration 19Q: 3 clusters Score -2.446659e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 186615 members 
Entering Unmasked Estep 
Score: -24466542.000000 Penalty: 6025.644043
	Iteration 20F: 3 clusters Score -2.446654e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 186842 members 
Entering Unmasked Estep 
Score: -24466542.000000 Penalty: 6025.644043
	Iteration 21Q: 3 clusters Score -2.446654e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 186997 members 
Entering Unmasked Estep 
Score: -24466532.000000 Penalty: 6025.644043
	Iteration 22Q: 3 clusters Score -2.446653e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 187130 members 
Entering Unmasked Estep 
Score: -24466496.000000 Penalty: 6025.644043
	Iteration 23Q: 3 clusters Score -2.44665e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 187242 members 
Entering Unmasked Estep 
Score: -24466516.000000 Penalty: 6025.644043
	Iteration 24Q: 3 clusters Score -2.446652e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 187311 members 
Entering Unmasked Estep 
Score: -24466474.000000 Penalty: 6025.644043
	Iteration 25Q: 3 clusters Score -2.446647e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 187366 members 
Entering Unmasked Estep 
Score: -24466494.000000 Penalty: 6025.644043
	Iteration 26Q: 3 clusters Score -2.446649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 187423 members 
Entering Unmasked Estep 
Score: -24466516.000000 Penalty: 6025.644043
	Iteration 27Q: 3 clusters Score -2.446652e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -24466528.000000 Penalty: 6025.644043
	Iteration 28Q: 3 clusters Score -2.446653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -24466544.000000 Penalty: 6025.644043
	Iteration 29Q: 3 clusters Score -2.446654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 187528 members 
Entering Unmasked Estep 
Score: -24466522.000000 Penalty: 6025.644043
	Iteration 30Q: 3 clusters Score -2.446652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 187543 members 
Entering Unmasked Estep 
Score: -24466530.000000 Penalty: 6025.644043
	Iteration 31Q: 3 clusters Score -2.446653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 187554 members 
Entering Unmasked Estep 
Score: -24466530.000000 Penalty: 6025.644043
	Iteration 32Q: 3 clusters Score -2.446653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -24466520.000000 Penalty: 6025.644043
	Iteration 33Q: 3 clusters Score -2.446652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 187586 members 
Entering Unmasked Estep 
Score: -24466524.000000 Penalty: 6025.644043
	Iteration 34Q: 3 clusters Score -2.446652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -24466518.000000 Penalty: 6025.644043
	Iteration 35Q: 3 clusters Score -2.446652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 187600 members 
Entering Unmasked Estep 
Score: -24466514.000000 Penalty: 6025.644043
	Iteration 36Q: 3 clusters Score -2.446651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 187612 members 
Entering Unmasked Estep 
Score: -24466534.000000 Penalty: 6025.644043
	Iteration 37Q: 3 clusters Score -2.446653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 187619 members 
Entering Unmasked Estep 
Score: -24466536.000000 Penalty: 6025.644043
	Iteration 38Q: 3 clusters Score -2.446654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -24466530.000000 Penalty: 6025.644043
	Iteration 39Q: 3 clusters Score -2.446653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 187635 members 
Entering Unmasked Estep 
Score: -24466534.000000 Penalty: 6025.644043
	Iteration 40F: 3 clusters Score -2.446653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 187639 members 
Entering Unmasked Estep 
Score: -24466506.000000 Penalty: 6025.644043
	Iteration 41Q: 3 clusters Score -2.446651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -24466518.000000 Penalty: 6025.644043
	Iteration 42Q: 3 clusters Score -2.446652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
Score: -24466520.000000 Penalty: 6025.644043
	Iteration 43Q: 3 clusters Score -2.446652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 187649 members 
Entering Unmasked Estep 
Score: -24466520.000000 Penalty: 6025.644043
	Iteration 44Q: 3 clusters Score -2.446652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 187655 members 
Entering Unmasked Estep 
Score: -24466528.000000 Penalty: 6025.644043
	Iteration 45Q: 3 clusters Score -2.446653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 187659 members 
Entering Unmasked Estep 
Score: -24466542.000000 Penalty: 6025.644043
	Iteration 46Q: 3 clusters Score -2.446654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 187664 members 
Entering Unmasked Estep 
Score: -24466554.000000 Penalty: 6025.644043
	Iteration 47Q: 3 clusters Score -2.446655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 187670 members 
Entering Unmasked Estep 
Score: -24466546.000000 Penalty: 6025.644043
	Iteration 48Q: 3 clusters Score -2.446655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 187675 members 
Entering Unmasked Estep 
Score: -24466550.000000 Penalty: 6025.644043
	Iteration 49Q: 3 clusters Score -2.446655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 187681 members 
Entering Unmasked Estep 
Score: -24466556.000000 Penalty: 6025.644043
	Iteration 50Q: 3 clusters Score -2.446656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 187682 members 
Entering Unmasked Estep 
Score: -24466546.000000 Penalty: 6025.644043
	Iteration 51Q: 3 clusters Score -2.446655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -24466558.000000 Penalty: 6025.644043
	Iteration 52Q: 3 clusters Score -2.446656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 187690 members 
Entering Unmasked Estep 
Score: -24466544.000000 Penalty: 6025.644043
	Iteration 53Q: 3 clusters Score -2.446654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 187692 members 
Entering Unmasked Estep 
Score: -24466552.000000 Penalty: 6025.644043
	Iteration 54Q: 3 clusters Score -2.446655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -24466550.000000 Penalty: 6025.644043
	Iteration 55Q: 3 clusters Score -2.446655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -24466556.000000 Penalty: 6025.644043
	Iteration 56Q: 3 clusters Score -2.446656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 187697 members 
Entering Unmasked Estep 
Score: -24466548.000000 Penalty: 6025.644043
	Iteration 57Q: 3 clusters Score -2.446655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -24466544.000000 Penalty: 6025.644043
	Iteration 58Q: 3 clusters Score -2.446654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 187701 members 
Entering Unmasked Estep 
Score: -24466546.000000 Penalty: 6025.644043
	Iteration 59Q: 3 clusters Score -2.446655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 187702 members 
Entering Unmasked Estep 
Score: -24466528.000000 Penalty: 6025.644043
	Iteration 60F: 3 clusters Score -2.446653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -24466522.000000 Penalty: 6025.644043
	Iteration 61Q: 3 clusters Score -2.446652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 187705 members 
Entering Unmasked Estep 
Score: -24466536.000000 Penalty: 6025.644043
	Iteration 62Q: 3 clusters Score -2.446654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 187711 members 
Entering Unmasked Estep 
Score: -24466526.000000 Penalty: 6025.644043
	Iteration 63Q: 3 clusters Score -2.446653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 187713 members 
Entering Unmasked Estep 
Score: -24466534.000000 Penalty: 6025.644043
	Iteration 64Q: 3 clusters Score -2.446653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 187717 members 
Entering Unmasked Estep 
Score: -24466526.000000 Penalty: 6025.644043
	Iteration 65Q: 3 clusters Score -2.446653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 187721 members 
Entering Unmasked Estep 
Score: -24466548.000000 Penalty: 6025.644043
	Iteration 66Q: 3 clusters Score -2.446655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 187724 members 
Entering Unmasked Estep 
Score: -24466548.000000 Penalty: 6025.644043
	Iteration 67Q: 3 clusters Score -2.446655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 187727 members 
Entering Unmasked Estep 
Score: -24466560.000000 Penalty: 6025.644043
	Iteration 68Q: 3 clusters Score -2.446656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 187730 members 
Entering Unmasked Estep 
Score: -24466544.000000 Penalty: 6025.644043
	Iteration 69Q: 3 clusters Score -2.446654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 187734 members 
Entering Unmasked Estep 
Score: -24466542.000000 Penalty: 6025.644043
	Iteration 70Q: 3 clusters Score -2.446654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 187735 members 
Entering Unmasked Estep 
Score: -24466540.000000 Penalty: 6025.644043
	Iteration 71Q: 3 clusters Score -2.446654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 187735 members 
Entering Unmasked Estep 
Score: -24466540.000000 Penalty: 6025.644043
	Iteration 72F: 3 clusters Score -2.446654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Entering Unmasked Estep 
Score: -6263224.000000 Penalty: 2674.536133
	Iteration 0F: 2 clusters Score -6263224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -6230712.000000 Penalty: 5349.072266
	Iteration 0F: 3 clusters Score -6230712 nChanged 22220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -6243639.500000 Penalty: 5349.072266
	Iteration 1F: 3 clusters Score -6243640 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6244875.000000 Penalty: 5349.072266
	Iteration 2F: 3 clusters Score -6244875 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -6246553.000000 Penalty: 5349.072266
	Iteration 3F: 3 clusters Score -6246553 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6248901.500000 Penalty: 5349.072266
	Iteration 4F: 3 clusters Score -6248902 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -6252242.500000 Penalty: 5349.072266
	Iteration 5F: 3 clusters Score -6252242 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6255838.000000 Penalty: 5349.072266
	Iteration 6F: 3 clusters Score -6255838 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -6258234.500000 Penalty: 5349.072266
	Iteration 7F: 3 clusters Score -6258234 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -6259171.000000 Penalty: 5349.072266
	Iteration 8Q: 3 clusters Score -6259171 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6259541.000000 Penalty: 5349.072266
	Iteration 9Q: 3 clusters Score -6259541 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6259753.500000 Penalty: 5349.072266
	Iteration 10Q: 3 clusters Score -6259754 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6259886.500000 Penalty: 5349.072266
	Iteration 11Q: 3 clusters Score -6259886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -6260028.500000 Penalty: 5349.072266
	Iteration 12Q: 3 clusters Score -6260028 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -6260122.500000 Penalty: 5349.072266
	Iteration 13Q: 3 clusters Score -6260122 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -6260241.000000 Penalty: 5349.072266
	Iteration 14Q: 3 clusters Score -6260241 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -6260333.000000 Penalty: 5349.072266
	Iteration 15Q: 3 clusters Score -6260333 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -6260385.500000 Penalty: 5349.072266
	Iteration 16Q: 3 clusters Score -6260386 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6260446.500000 Penalty: 5349.072266
	Iteration 17Q: 3 clusters Score -6260446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -6260494.000000 Penalty: 5349.072266
	Iteration 18Q: 3 clusters Score -6260494 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -6260562.500000 Penalty: 5349.072266
	Iteration 19Q: 3 clusters Score -6260562 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -6260601.500000 Penalty: 5349.072266
	Iteration 20F: 3 clusters Score -6260602 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6260656.000000 Penalty: 5349.072266
	Iteration 21Q: 3 clusters Score -6260656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6260696.500000 Penalty: 5349.072266
	Iteration 22Q: 3 clusters Score -6260696 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6260750.000000 Penalty: 5349.072266
	Iteration 23Q: 3 clusters Score -6260750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6260765.500000 Penalty: 5349.072266
	Iteration 24Q: 3 clusters Score -6260766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -6260792.000000 Penalty: 5349.072266
	Iteration 25Q: 3 clusters Score -6260792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6260832.500000 Penalty: 5349.072266
	Iteration 26Q: 3 clusters Score -6260832 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -6260880.500000 Penalty: 5349.072266
	Iteration 27Q: 3 clusters Score -6260880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -6260914.000000 Penalty: 5349.072266
	Iteration 28Q: 3 clusters Score -6260914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -6260968.500000 Penalty: 5349.072266
	Iteration 29Q: 3 clusters Score -6260968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -6261010.500000 Penalty: 5349.072266
	Iteration 30Q: 3 clusters Score -6261010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6261024.500000 Penalty: 5349.072266
	Iteration 31Q: 3 clusters Score -6261024 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -6261043.500000 Penalty: 5349.072266
	Iteration 32Q: 3 clusters Score -6261044 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6261083.000000 Penalty: 5349.072266
	Iteration 33Q: 3 clusters Score -6261083 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -6261130.500000 Penalty: 5349.072266
	Iteration 34Q: 3 clusters Score -6261130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6261141.000000 Penalty: 5349.072266
	Iteration 35Q: 3 clusters Score -6261141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6261155.500000 Penalty: 5349.072266
	Iteration 36Q: 3 clusters Score -6261156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -6261180.000000 Penalty: 5349.072266
	Iteration 37Q: 3 clusters Score -6261180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -6261172.000000 Penalty: 5349.072266
	Iteration 38Q: 3 clusters Score -6261172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6261195.500000 Penalty: 5349.072266
	Iteration 39Q: 3 clusters Score -6261196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6261193.000000 Penalty: 5349.072266
	Iteration 40F: 3 clusters Score -6261193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -6261189.500000 Penalty: 5349.072266
	Iteration 41Q: 3 clusters Score -6261190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6261215.500000 Penalty: 5349.072266
	Iteration 42Q: 3 clusters Score -6261216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6261231.500000 Penalty: 5349.072266
	Iteration 43Q: 3 clusters Score -6261232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -6261232.500000 Penalty: 5349.072266
	Iteration 44Q: 3 clusters Score -6261232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -6261234.000000 Penalty: 5349.072266
	Iteration 45Q: 3 clusters Score -6261234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -6261250.500000 Penalty: 5349.072266
	Iteration 46Q: 3 clusters Score -6261250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -6261258.500000 Penalty: 5349.072266
	Iteration 47Q: 3 clusters Score -6261258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6261265.500000 Penalty: 5349.072266
	Iteration 48Q: 3 clusters Score -6261266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6261285.000000 Penalty: 5349.072266
	Iteration 49Q: 3 clusters Score -6261285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6261285.500000 Penalty: 5349.072266
	Iteration 50Q: 3 clusters Score -6261286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6261291.000000 Penalty: 5349.072266
	Iteration 51Q: 3 clusters Score -6261291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -6261293.500000 Penalty: 5349.072266
	Iteration 52Q: 3 clusters Score -6261294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6261308.500000 Penalty: 5349.072266
	Iteration 53Q: 3 clusters Score -6261308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6261323.000000 Penalty: 5349.072266
	Iteration 54Q: 3 clusters Score -6261323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -6261310.000000 Penalty: 5349.072266
	Iteration 55Q: 3 clusters Score -6261310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -6261314.500000 Penalty: 5349.072266
	Iteration 56Q: 3 clusters Score -6261314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -6261318.000000 Penalty: 5349.072266
	Iteration 57Q: 3 clusters Score -6261318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -6261329.500000 Penalty: 5349.072266
	Iteration 58Q: 3 clusters Score -6261330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6261332.500000 Penalty: 5349.072266
	Iteration 59Q: 3 clusters Score -6261332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6261333.000000 Penalty: 5349.072266
	Iteration 60F: 3 clusters Score -6261333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -6261349.000000 Penalty: 5349.072266
	Iteration 61Q: 3 clusters Score -6261349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -6261346.000000 Penalty: 5349.072266
	Iteration 62Q: 3 clusters Score -6261346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6261345.000000 Penalty: 5349.072266
	Iteration 63Q: 3 clusters Score -6261345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6261345.500000 Penalty: 5349.072266
	Iteration 64Q: 3 clusters Score -6261346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6261353.000000 Penalty: 5349.072266
	Iteration 65Q: 3 clusters Score -6261353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6261375.500000 Penalty: 5349.072266
	Iteration 66Q: 3 clusters Score -6261376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6261364.500000 Penalty: 5349.072266
	Iteration 67Q: 3 clusters Score -6261364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6261383.000000 Penalty: 5349.072266
	Iteration 68Q: 3 clusters Score -6261383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6261396.000000 Penalty: 5349.072266
	Iteration 69Q: 3 clusters Score -6261396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6261393.000000 Penalty: 5349.072266
	Iteration 70Q: 3 clusters Score -6261393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6261379.500000 Penalty: 5349.072266
	Iteration 71Q: 3 clusters Score -6261380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6261388.500000 Penalty: 5349.072266
	Iteration 72Q: 3 clusters Score -6261388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -6261405.500000 Penalty: 5349.072266
	Iteration 73Q: 3 clusters Score -6261406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6261415.000000 Penalty: 5349.072266
	Iteration 74Q: 3 clusters Score -6261415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6261416.000000 Penalty: 5349.072266
	Iteration 75Q: 3 clusters Score -6261416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6261415.000000 Penalty: 5349.072266
	Iteration 76Q: 3 clusters Score -6261415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6261415.000000 Penalty: 5349.072266
	Iteration 77Q: 3 clusters Score -6261415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -6261420.500000 Penalty: 5349.072266
	Iteration 78Q: 3 clusters Score -6261420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -6261412.500000 Penalty: 5349.072266
	Iteration 79Q: 3 clusters Score -6261412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -6261412.000000 Penalty: 5349.072266
	Iteration 80F: 3 clusters Score -6261412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6261413.000000 Penalty: 5349.072266
	Iteration 81Q: 3 clusters Score -6261413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -6261405.500000 Penalty: 5349.072266
	Iteration 82Q: 3 clusters Score -6261406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6261411.500000 Penalty: 5349.072266
	Iteration 83Q: 3 clusters Score -6261412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6261406.500000 Penalty: 5349.072266
	Iteration 84Q: 3 clusters Score -6261406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -6261409.500000 Penalty: 5349.072266
	Iteration 85Q: 3 clusters Score -6261410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -6261409.000000 Penalty: 5349.072266
	Iteration 86Q: 3 clusters Score -6261409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6261414.500000 Penalty: 5349.072266
	Iteration 87Q: 3 clusters Score -6261414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6261414.000000 Penalty: 5349.072266
	Iteration 88Q: 3 clusters Score -6261414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6261408.000000 Penalty: 5349.072266
	Iteration 89Q: 3 clusters Score -6261408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6261419.500000 Penalty: 5349.072266
	Iteration 90Q: 3 clusters Score -6261420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6261412.000000 Penalty: 5349.072266
	Iteration 91Q: 3 clusters Score -6261412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -6261416.000000 Penalty: 5349.072266
	Iteration 92Q: 3 clusters Score -6261416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6261416.000000 Penalty: 5349.072266
	Iteration 93Q: 3 clusters Score -6261416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6261420.000000 Penalty: 5349.072266
	Iteration 94Q: 3 clusters Score -6261420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -6261425.500000 Penalty: 5349.072266
	Iteration 95Q: 3 clusters Score -6261426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6261428.500000 Penalty: 5349.072266
	Iteration 96Q: 3 clusters Score -6261428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -6261428.500000 Penalty: 5349.072266
	Iteration 97Q: 3 clusters Score -6261428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6261431.000000 Penalty: 5349.072266
	Iteration 98Q: 3 clusters Score -6261431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6261431.000000 Penalty: 5349.072266
	Iteration 99F: 3 clusters Score -6261431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Entering Unmasked Estep 
Score: -6860561.500000 Penalty: 2695.716553
	Iteration 0F: 2 clusters Score -6860562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6825297.000000 Penalty: 5391.433105
	Iteration 0F: 3 clusters Score -6825297 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -6838634.500000 Penalty: 5391.433105
	Iteration 1F: 3 clusters Score -6838634 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -6839122.500000 Penalty: 5391.433105
	Iteration 2Q: 3 clusters Score -6839122 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -6839577.500000 Penalty: 5391.433105
	Iteration 3Q: 3 clusters Score -6839578 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6840132.500000 Penalty: 5391.433105
	Iteration 4Q: 3 clusters Score -6840132 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -6840852.500000 Penalty: 5391.433105
	Iteration 5Q: 3 clusters Score -6840852 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -6841932.000000 Penalty: 5391.433105
	Iteration 6Q: 3 clusters Score -6841932 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -6843759.000000 Penalty: 5391.433105
	Iteration 7F: 3 clusters Score -6843759 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -6846730.500000 Penalty: 5391.433105
	Iteration 8F: 3 clusters Score -6846730 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -6850698.000000 Penalty: 5391.433105
	Iteration 9F: 3 clusters Score -6850698 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6854339.000000 Penalty: 5391.433105
	Iteration 10F: 3 clusters Score -6854339 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -6856582.000000 Penalty: 5391.433105
	Iteration 11Q: 3 clusters Score -6856582 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6857524.500000 Penalty: 5391.433105
	Iteration 12Q: 3 clusters Score -6857524 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -6857880.500000 Penalty: 5391.433105
	Iteration 13Q: 3 clusters Score -6857880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -6858007.000000 Penalty: 5391.433105
	Iteration 14Q: 3 clusters Score -6858007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -6858081.500000 Penalty: 5391.433105
	Iteration 15Q: 3 clusters Score -6858082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -6858122.000000 Penalty: 5391.433105
	Iteration 16Q: 3 clusters Score -6858122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -6858149.000000 Penalty: 5391.433105
	Iteration 17Q: 3 clusters Score -6858149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -6858167.000000 Penalty: 5391.433105
	Iteration 18Q: 3 clusters Score -6858167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -6858184.500000 Penalty: 5391.433105
	Iteration 19Q: 3 clusters Score -6858184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6858189.500000 Penalty: 5391.433105
	Iteration 20F: 3 clusters Score -6858190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6858187.500000 Penalty: 5391.433105
	Iteration 21Q: 3 clusters Score -6858188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -6858191.500000 Penalty: 5391.433105
	Iteration 22Q: 3 clusters Score -6858192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6858192.500000 Penalty: 5391.433105
	Iteration 23Q: 3 clusters Score -6858192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6858192.500000 Penalty: 5391.433105
	Iteration 24F: 3 clusters Score -6858192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Entering Unmasked Estep 
Score: -4867366.500000 Penalty: 2611.244629
	Iteration 0F: 2 clusters Score -4867366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4841996.500000 Penalty: 5222.489258
	Iteration 0F: 3 clusters Score -4841996 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4851489.000000 Penalty: 5222.489258
	Iteration 1F: 3 clusters Score -4851489 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4852064.500000 Penalty: 5222.489258
	Iteration 2Q: 3 clusters Score -4852064 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4852623.500000 Penalty: 5222.489258
	Iteration 3Q: 3 clusters Score -4852624 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4853155.500000 Penalty: 5222.489258
	Iteration 4Q: 3 clusters Score -4853156 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4853768.000000 Penalty: 5222.489258
	Iteration 5Q: 3 clusters Score -4853768 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4854477.500000 Penalty: 5222.489258
	Iteration 6Q: 3 clusters Score -4854478 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4855358.500000 Penalty: 5222.489258
	Iteration 7Q: 3 clusters Score -4855358 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4856466.000000 Penalty: 5222.489258
	Iteration 8F: 3 clusters Score -4856466 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4858002.000000 Penalty: 5222.489258
	Iteration 9F: 3 clusters Score -4858002 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4859701.000000 Penalty: 5222.489258
	Iteration 10F: 3 clusters Score -4859701 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4861137.500000 Penalty: 5222.489258
	Iteration 11F: 3 clusters Score -4861138 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4861957.500000 Penalty: 5222.489258
	Iteration 12Q: 3 clusters Score -4861958 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4862366.000000 Penalty: 5222.489258
	Iteration 13Q: 3 clusters Score -4862366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4862692.000000 Penalty: 5222.489258
	Iteration 14Q: 3 clusters Score -4862692 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4862984.500000 Penalty: 5222.489258
	Iteration 15Q: 3 clusters Score -4862984 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4863214.000000 Penalty: 5222.489258
	Iteration 16Q: 3 clusters Score -4863214 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4863372.000000 Penalty: 5222.489258
	Iteration 17Q: 3 clusters Score -4863372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4863546.000000 Penalty: 5222.489258
	Iteration 18Q: 3 clusters Score -4863546 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4863663.000000 Penalty: 5222.489258
	Iteration 19Q: 3 clusters Score -4863663 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4863787.500000 Penalty: 5222.489258
	Iteration 20F: 3 clusters Score -4863788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4863909.000000 Penalty: 5222.489258
	Iteration 21Q: 3 clusters Score -4863909 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -4864031.000000 Penalty: 5222.489258
	Iteration 22Q: 3 clusters Score -4864031 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4864140.000000 Penalty: 5222.489258
	Iteration 23Q: 3 clusters Score -4864140 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4864251.000000 Penalty: 5222.489258
	Iteration 24Q: 3 clusters Score -4864251 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4864361.500000 Penalty: 5222.489258
	Iteration 25Q: 3 clusters Score -4864362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4864464.000000 Penalty: 5222.489258
	Iteration 26Q: 3 clusters Score -4864464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4864554.000000 Penalty: 5222.489258
	Iteration 27Q: 3 clusters Score -4864554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4864628.000000 Penalty: 5222.489258
	Iteration 28Q: 3 clusters Score -4864628 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4864707.500000 Penalty: 5222.489258
	Iteration 29Q: 3 clusters Score -4864708 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4864804.500000 Penalty: 5222.489258
	Iteration 30Q: 3 clusters Score -4864804 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4864862.500000 Penalty: 5222.489258
	Iteration 31Q: 3 clusters Score -4864862 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4864923.000000 Penalty: 5222.489258
	Iteration 32Q: 3 clusters Score -4864923 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4864989.500000 Penalty: 5222.489258
	Iteration 33Q: 3 clusters Score -4864990 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4865054.500000 Penalty: 5222.489258
	Iteration 34Q: 3 clusters Score -4865054 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4865099.500000 Penalty: 5222.489258
	Iteration 35Q: 3 clusters Score -4865100 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4865134.500000 Penalty: 5222.489258
	Iteration 36Q: 3 clusters Score -4865134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4865173.000000 Penalty: 5222.489258
	Iteration 37Q: 3 clusters Score -4865173 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4865228.000000 Penalty: 5222.489258
	Iteration 38Q: 3 clusters Score -4865228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4865255.500000 Penalty: 5222.489258
	Iteration 39Q: 3 clusters Score -4865256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4865289.000000 Penalty: 5222.489258
	Iteration 40F: 3 clusters Score -4865289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4865315.500000 Penalty: 5222.489258
	Iteration 41Q: 3 clusters Score -4865316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4865348.500000 Penalty: 5222.489258
	Iteration 42Q: 3 clusters Score -4865348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4865381.500000 Penalty: 5222.489258
	Iteration 43Q: 3 clusters Score -4865382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4865399.500000 Penalty: 5222.489258
	Iteration 44Q: 3 clusters Score -4865400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4865432.000000 Penalty: 5222.489258
	Iteration 45Q: 3 clusters Score -4865432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4865447.000000 Penalty: 5222.489258
	Iteration 46Q: 3 clusters Score -4865447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4865448.500000 Penalty: 5222.489258
	Iteration 47Q: 3 clusters Score -4865448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4865467.500000 Penalty: 5222.489258
	Iteration 48Q: 3 clusters Score -4865468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4865464.500000 Penalty: 5222.489258
	Iteration 49Q: 3 clusters Score -4865464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4865481.500000 Penalty: 5222.489258
	Iteration 50Q: 3 clusters Score -4865482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4865492.500000 Penalty: 5222.489258
	Iteration 51Q: 3 clusters Score -4865492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4865512.500000 Penalty: 5222.489258
	Iteration 52Q: 3 clusters Score -4865512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4865517.000000 Penalty: 5222.489258
	Iteration 53Q: 3 clusters Score -4865517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4865534.500000 Penalty: 5222.489258
	Iteration 54Q: 3 clusters Score -4865534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4865553.000000 Penalty: 5222.489258
	Iteration 55Q: 3 clusters Score -4865553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4865569.500000 Penalty: 5222.489258
	Iteration 56Q: 3 clusters Score -4865570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4865587.500000 Penalty: 5222.489258
	Iteration 57Q: 3 clusters Score -4865588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4865604.000000 Penalty: 5222.489258
	Iteration 58Q: 3 clusters Score -4865604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4865613.000000 Penalty: 5222.489258
	Iteration 59Q: 3 clusters Score -4865613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4865607.500000 Penalty: 5222.489258
	Iteration 60F: 3 clusters Score -4865608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4865611.500000 Penalty: 5222.489258
	Iteration 61Q: 3 clusters Score -4865612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4865623.000000 Penalty: 5222.489258
	Iteration 62Q: 3 clusters Score -4865623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4865622.500000 Penalty: 5222.489258
	Iteration 63Q: 3 clusters Score -4865622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4865623.500000 Penalty: 5222.489258
	Iteration 64Q: 3 clusters Score -4865624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4865628.000000 Penalty: 5222.489258
	Iteration 65Q: 3 clusters Score -4865628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4865627.500000 Penalty: 5222.489258
	Iteration 66Q: 3 clusters Score -4865628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4865641.000000 Penalty: 5222.489258
	Iteration 67Q: 3 clusters Score -4865641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4865648.000000 Penalty: 5222.489258
	Iteration 68Q: 3 clusters Score -4865648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4865646.000000 Penalty: 5222.489258
	Iteration 69Q: 3 clusters Score -4865646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4865652.000000 Penalty: 5222.489258
	Iteration 70Q: 3 clusters Score -4865652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4865651.500000 Penalty: 5222.489258
	Iteration 71Q: 3 clusters Score -4865652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4865659.500000 Penalty: 5222.489258
	Iteration 72Q: 3 clusters Score -4865660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4865663.000000 Penalty: 5222.489258
	Iteration 73Q: 3 clusters Score -4865663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4865668.000000 Penalty: 5222.489258
	Iteration 74Q: 3 clusters Score -4865668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4865672.500000 Penalty: 5222.489258
	Iteration 75Q: 3 clusters Score -4865672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4865675.500000 Penalty: 5222.489258
	Iteration 76Q: 3 clusters Score -4865676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4865675.000000 Penalty: 5222.489258
	Iteration 77Q: 3 clusters Score -4865675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4865672.000000 Penalty: 5222.489258
	Iteration 78Q: 3 clusters Score -4865672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4865668.500000 Penalty: 5222.489258
	Iteration 79Q: 3 clusters Score -4865668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4865671.500000 Penalty: 5222.489258
	Iteration 80F: 3 clusters Score -4865672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4865673.500000 Penalty: 5222.489258
	Iteration 81Q: 3 clusters Score -4865674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4865673.000000 Penalty: 5222.489258
	Iteration 82Q: 3 clusters Score -4865673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4865670.000000 Penalty: 5222.489258
	Iteration 83Q: 3 clusters Score -4865670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4865665.000000 Penalty: 5222.489258
	Iteration 84Q: 3 clusters Score -4865665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4865666.000000 Penalty: 5222.489258
	Iteration 85Q: 3 clusters Score -4865666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4865666.000000 Penalty: 5222.489258
	Iteration 86F: 3 clusters Score -4865666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -167421.703125 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -167421.7 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 693 members 
Entering Unmasked Estep 
Score: -165296.906250 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -165296.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166039.562500 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -166039.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166631.296875 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -166631.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167146.187500 Penalty: 3602.958984
	Iteration 3F: 3 clusters Score -167146.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167781.656250 Penalty: 3602.958984
	Iteration 4F: 3 clusters Score -167781.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -168010.718750 Penalty: 3602.958984
	Iteration 5F: 3 clusters Score -168010.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168050.031250 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -168050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -168058.546875 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -168058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168061.296875 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -168061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168062.500000 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -168062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168062.500000 Penalty: 3602.958984
	Iteration 10F: 3 clusters Score -168062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 47905 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 11 contains 177728 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 17 contains 306420 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 32445 members 
Entering Unmasked Estep 
Score: -166364864.000000 Penalty: 69889.085938
Splitting cluster 9 changes total score from -166358272.000000 to -166364864.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (183205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Entering Unmasked Estep 
Score: -23585844.000000 Penalty: 3005.353760
	Iteration 0F: 2 clusters Score -2.358584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -23468228.000000 Penalty: 6010.707520
	Iteration 0F: 3 clusters Score -2.346823e+07 nChanged 88060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -23519622.000000 Penalty: 6010.707520
	Iteration 1F: 3 clusters Score -2.351962e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -23521156.000000 Penalty: 6010.707520
	Iteration 2Q: 3 clusters Score -2.352116e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -23522744.000000 Penalty: 6010.707520
	Iteration 3Q: 3 clusters Score -2.352274e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -23525026.000000 Penalty: 6010.707520
	Iteration 4Q: 3 clusters Score -2.352503e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -23527950.000000 Penalty: 6010.707520
	Iteration 5Q: 3 clusters Score -2.352795e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -23532120.000000 Penalty: 6010.707520
	Iteration 6Q: 3 clusters Score -2.353212e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -23537614.000000 Penalty: 6010.707520
	Iteration 7F: 3 clusters Score -2.353761e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -23545322.000000 Penalty: 6010.707520
	Iteration 8F: 3 clusters Score -2.354532e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -23553670.000000 Penalty: 6010.707520
	Iteration 9F: 3 clusters Score -2.355367e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -23560572.000000 Penalty: 6010.707520
	Iteration 10F: 3 clusters Score -2.356057e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -23564386.000000 Penalty: 6010.707520
	Iteration 11Q: 3 clusters Score -2.356439e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -23566046.000000 Penalty: 6010.707520
	Iteration 12Q: 3 clusters Score -2.356605e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -23566878.000000 Penalty: 6010.707520
	Iteration 13Q: 3 clusters Score -2.356688e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -23567396.000000 Penalty: 6010.707520
	Iteration 14Q: 3 clusters Score -2.35674e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -23567928.000000 Penalty: 6010.707520
	Iteration 15Q: 3 clusters Score -2.356793e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -23568500.000000 Penalty: 6010.707520
	Iteration 16Q: 3 clusters Score -2.35685e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -23569074.000000 Penalty: 6010.707520
	Iteration 17Q: 3 clusters Score -2.356907e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -23569584.000000 Penalty: 6010.707520
	Iteration 18Q: 3 clusters Score -2.356958e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -23570224.000000 Penalty: 6010.707520
	Iteration 19Q: 3 clusters Score -2.357022e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -23570844.000000 Penalty: 6010.707520
	Iteration 20F: 3 clusters Score -2.357084e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -23571430.000000 Penalty: 6010.707520
	Iteration 21Q: 3 clusters Score -2.357143e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -23572034.000000 Penalty: 6010.707520
	Iteration 22Q: 3 clusters Score -2.357203e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -23572582.000000 Penalty: 6010.707520
	Iteration 23Q: 3 clusters Score -2.357258e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -23573212.000000 Penalty: 6010.707520
	Iteration 24Q: 3 clusters Score -2.357321e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -23573858.000000 Penalty: 6010.707520
	Iteration 25Q: 3 clusters Score -2.357386e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -23574484.000000 Penalty: 6010.707520
	Iteration 26Q: 3 clusters Score -2.357448e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -23574960.000000 Penalty: 6010.707520
	Iteration 27Q: 3 clusters Score -2.357496e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -23575638.000000 Penalty: 6010.707520
	Iteration 28Q: 3 clusters Score -2.357564e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -23576440.000000 Penalty: 6010.707520
	Iteration 29Q: 3 clusters Score -2.357644e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142015 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -23577044.000000 Penalty: 6010.707520
	Iteration 30Q: 3 clusters Score -2.357704e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -23577894.000000 Penalty: 6010.707520
	Iteration 31Q: 3 clusters Score -2.357789e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -23578706.000000 Penalty: 6010.707520
	Iteration 32Q: 3 clusters Score -2.357871e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -23579416.000000 Penalty: 6010.707520
	Iteration 33Q: 3 clusters Score -2.357942e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -23580156.000000 Penalty: 6010.707520
	Iteration 34Q: 3 clusters Score -2.358016e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -23580952.000000 Penalty: 6010.707520
	Iteration 35Q: 3 clusters Score -2.358095e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -23581680.000000 Penalty: 6010.707520
	Iteration 36Q: 3 clusters Score -2.358168e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -23582324.000000 Penalty: 6010.707520
	Iteration 37Q: 3 clusters Score -2.358232e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -23582850.000000 Penalty: 6010.707520
	Iteration 38Q: 3 clusters Score -2.358285e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -23583568.000000 Penalty: 6010.707520
	Iteration 39Q: 3 clusters Score -2.358357e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -23583920.000000 Penalty: 6010.707520
	Iteration 40F: 3 clusters Score -2.358392e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -23584344.000000 Penalty: 6010.707520
	Iteration 41Q: 3 clusters Score -2.358434e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -23584590.000000 Penalty: 6010.707520
	Iteration 42Q: 3 clusters Score -2.358459e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -23584778.000000 Penalty: 6010.707520
	Iteration 43Q: 3 clusters Score -2.358478e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -23584958.000000 Penalty: 6010.707520
	Iteration 44Q: 3 clusters Score -2.358496e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173970 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -23585122.000000 Penalty: 6010.707520
	Iteration 45Q: 3 clusters Score -2.358512e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -23585116.000000 Penalty: 6010.707520
	Iteration 46Q: 3 clusters Score -2.358512e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -23585212.000000 Penalty: 6010.707520
	Iteration 47Q: 3 clusters Score -2.358521e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -23585042.000000 Penalty: 6010.707520
	Iteration 48Q: 3 clusters Score -2.358504e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -23585040.000000 Penalty: 6010.707520
	Iteration 49Q: 3 clusters Score -2.358504e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177939 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -23585072.000000 Penalty: 6010.707520
	Iteration 50Q: 3 clusters Score -2.358507e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -23585106.000000 Penalty: 6010.707520
	Iteration 51Q: 3 clusters Score -2.358511e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178830 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -23585102.000000 Penalty: 6010.707520
	Iteration 52Q: 3 clusters Score -2.35851e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -23585098.000000 Penalty: 6010.707520
	Iteration 53Q: 3 clusters Score -2.35851e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23585076.000000 Penalty: 6010.707520
	Iteration 54Q: 3 clusters Score -2.358508e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179720 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -23584994.000000 Penalty: 6010.707520
	Iteration 55Q: 3 clusters Score -2.358499e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179932 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23584976.000000 Penalty: 6010.707520
	Iteration 56Q: 3 clusters Score -2.358498e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180116 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -23585014.000000 Penalty: 6010.707520
	Iteration 57Q: 3 clusters Score -2.358501e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -23585022.000000 Penalty: 6010.707520
	Iteration 58Q: 3 clusters Score -2.358502e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180419 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -23585034.000000 Penalty: 6010.707520
	Iteration 59Q: 3 clusters Score -2.358503e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -23584998.000000 Penalty: 6010.707520
	Iteration 60F: 3 clusters Score -2.3585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23584984.000000 Penalty: 6010.707520
	Iteration 61Q: 3 clusters Score -2.358498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23584960.000000 Penalty: 6010.707520
	Iteration 62Q: 3 clusters Score -2.358496e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180742 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23584980.000000 Penalty: 6010.707520
	Iteration 63Q: 3 clusters Score -2.358498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180790 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -23584972.000000 Penalty: 6010.707520
	Iteration 64Q: 3 clusters Score -2.358497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180835 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23584972.000000 Penalty: 6010.707520
	Iteration 65Q: 3 clusters Score -2.358497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180864 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -23585004.000000 Penalty: 6010.707520
	Iteration 66Q: 3 clusters Score -2.3585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180882 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23585018.000000 Penalty: 6010.707520
	Iteration 67Q: 3 clusters Score -2.358502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23585024.000000 Penalty: 6010.707520
	Iteration 68Q: 3 clusters Score -2.358502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180934 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -23585026.000000 Penalty: 6010.707520
	Iteration 69Q: 3 clusters Score -2.358503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23585034.000000 Penalty: 6010.707520
	Iteration 70Q: 3 clusters Score -2.358503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180977 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23585032.000000 Penalty: 6010.707520
	Iteration 71Q: 3 clusters Score -2.358503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180989 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23584990.000000 Penalty: 6010.707520
	Iteration 72Q: 3 clusters Score -2.358499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181011 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23584990.000000 Penalty: 6010.707520
	Iteration 73Q: 3 clusters Score -2.358499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23584988.000000 Penalty: 6010.707520
	Iteration 74Q: 3 clusters Score -2.358499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181056 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23584998.000000 Penalty: 6010.707520
	Iteration 75Q: 3 clusters Score -2.3585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181077 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23584990.000000 Penalty: 6010.707520
	Iteration 76Q: 3 clusters Score -2.358499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -23584998.000000 Penalty: 6010.707520
	Iteration 77Q: 3 clusters Score -2.3585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181108 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -23584996.000000 Penalty: 6010.707520
	Iteration 78Q: 3 clusters Score -2.3585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23584996.000000 Penalty: 6010.707520
	Iteration 79Q: 3 clusters Score -2.3585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23585002.000000 Penalty: 6010.707520
	Iteration 80F: 3 clusters Score -2.3585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -23584996.000000 Penalty: 6010.707520
	Iteration 81Q: 3 clusters Score -2.3585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23584998.000000 Penalty: 6010.707520
	Iteration 82Q: 3 clusters Score -2.3585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181132 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23585014.000000 Penalty: 6010.707520
	Iteration 83Q: 3 clusters Score -2.358501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23585008.000000 Penalty: 6010.707520
	Iteration 84Q: 3 clusters Score -2.358501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -23585008.000000 Penalty: 6010.707520
	Iteration 85Q: 3 clusters Score -2.358501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -23585008.000000 Penalty: 6010.707520
	Iteration 86F: 3 clusters Score -2.358501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -926160.625000 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -926160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -920444.812500 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -920444.8 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -921939.562500 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -921939.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -922153.937500 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -922153.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -922285.500000 Penalty: 4379.223633
	Iteration 3Q: 3 clusters Score -922285.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -922379.812500 Penalty: 4379.223633
	Iteration 4Q: 3 clusters Score -922379.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -922437.187500 Penalty: 4379.223633
	Iteration 5Q: 3 clusters Score -922437.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -922475.000000 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -922475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -922508.375000 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -922508.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -922532.437500 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -922532.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -922559.062500 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -922559.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -922581.000000 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -922581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -922601.812500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -922601.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -922619.000000 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -922619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -922638.125000 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -922638.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -922655.562500 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -922655.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -922667.187500 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -922667.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -922693.000000 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -922693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -922719.687500 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -922719.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -922749.437500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -922749.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -922781.937500 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -922781.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -922812.625000 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -922812.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -922854.562500 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -922854.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -922898.750000 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -922898.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -922955.000000 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -922955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -923029.750000 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -923029.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -923127.812500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -923127.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -923240.875000 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -923240.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -923356.937500 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -923356.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -923484.375000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -923484.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -923628.250000 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -923628.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -923746.062500 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -923746.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -923841.375000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -923841.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -923912.062500 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -923912.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -923976.250000 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -923976.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -924047.937500 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -924047.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -924099.687500 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -924099.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -924135.312500 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -924135.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -924165.000000 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -924165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -924174.625000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -924174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -924181.375000 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -924181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -924186.187500 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -924186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -924191.750000 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -924191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -924195.875000 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -924195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -924199.500000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -924199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -924199.875000 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -924199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -924199.875000 Penalty: 4379.223633
	Iteration 45F: 3 clusters Score -924199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Entering Unmasked Estep 
Score: -3426634.500000 Penalty: 2527.394531
	Iteration 0F: 2 clusters Score -3426634 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 13365 members 
Entering Unmasked Estep 
Score: -3408206.750000 Penalty: 5054.789062
	Iteration 0F: 3 clusters Score -3408207 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3414756.000000 Penalty: 5054.789062
	Iteration 1F: 3 clusters Score -3414756 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3415389.750000 Penalty: 5054.789062
	Iteration 2F: 3 clusters Score -3415390 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3416220.250000 Penalty: 5054.789062
	Iteration 3F: 3 clusters Score -3416220 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3417244.750000 Penalty: 5054.789062
	Iteration 4F: 3 clusters Score -3417245 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3418402.750000 Penalty: 5054.789062
	Iteration 5F: 3 clusters Score -3418403 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3419537.250000 Penalty: 5054.789062
	Iteration 6F: 3 clusters Score -3419537 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3420484.750000 Penalty: 5054.789062
	Iteration 7F: 3 clusters Score -3420485 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3421191.250000 Penalty: 5054.789062
	Iteration 8F: 3 clusters Score -3421191 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3421683.500000 Penalty: 5054.789062
	Iteration 9Q: 3 clusters Score -3421684 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3422059.000000 Penalty: 5054.789062
	Iteration 10Q: 3 clusters Score -3422059 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3422382.250000 Penalty: 5054.789062
	Iteration 11Q: 3 clusters Score -3422382 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3422663.250000 Penalty: 5054.789062
	Iteration 12Q: 3 clusters Score -3422663 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3422914.000000 Penalty: 5054.789062
	Iteration 13Q: 3 clusters Score -3422914 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3423158.750000 Penalty: 5054.789062
	Iteration 14Q: 3 clusters Score -3423159 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3423409.250000 Penalty: 5054.789062
	Iteration 15Q: 3 clusters Score -3423409 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3423653.250000 Penalty: 5054.789062
	Iteration 16Q: 3 clusters Score -3423653 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3423903.500000 Penalty: 5054.789062
	Iteration 17Q: 3 clusters Score -3423904 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3424136.500000 Penalty: 5054.789062
	Iteration 18Q: 3 clusters Score -3424136 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3424333.250000 Penalty: 5054.789062
	Iteration 19Q: 3 clusters Score -3424333 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3424455.500000 Penalty: 5054.789062
	Iteration 20F: 3 clusters Score -3424456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3424569.750000 Penalty: 5054.789062
	Iteration 21Q: 3 clusters Score -3424570 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3424678.500000 Penalty: 5054.789062
	Iteration 22Q: 3 clusters Score -3424678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3424767.250000 Penalty: 5054.789062
	Iteration 23Q: 3 clusters Score -3424767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3424836.500000 Penalty: 5054.789062
	Iteration 24Q: 3 clusters Score -3424836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3424882.250000 Penalty: 5054.789062
	Iteration 25Q: 3 clusters Score -3424882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3424917.000000 Penalty: 5054.789062
	Iteration 26Q: 3 clusters Score -3424917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3424936.250000 Penalty: 5054.789062
	Iteration 27Q: 3 clusters Score -3424936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3424954.750000 Penalty: 5054.789062
	Iteration 28Q: 3 clusters Score -3424955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3424972.000000 Penalty: 5054.789062
	Iteration 29Q: 3 clusters Score -3424972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3424999.000000 Penalty: 5054.789062
	Iteration 30Q: 3 clusters Score -3424999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3425020.500000 Penalty: 5054.789062
	Iteration 31Q: 3 clusters Score -3425020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3425037.250000 Penalty: 5054.789062
	Iteration 32Q: 3 clusters Score -3425037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3425043.500000 Penalty: 5054.789062
	Iteration 33Q: 3 clusters Score -3425044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3425048.500000 Penalty: 5054.789062
	Iteration 34Q: 3 clusters Score -3425048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3425050.000000 Penalty: 5054.789062
	Iteration 35Q: 3 clusters Score -3425050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3425050.500000 Penalty: 5054.789062
	Iteration 36Q: 3 clusters Score -3425050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3425047.500000 Penalty: 5054.789062
	Iteration 37Q: 3 clusters Score -3425048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3425055.750000 Penalty: 5054.789062
	Iteration 38Q: 3 clusters Score -3425056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3425051.750000 Penalty: 5054.789062
	Iteration 39Q: 3 clusters Score -3425052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3425056.250000 Penalty: 5054.789062
	Iteration 40F: 3 clusters Score -3425056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3425059.750000 Penalty: 5054.789062
	Iteration 41Q: 3 clusters Score -3425060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3425058.250000 Penalty: 5054.789062
	Iteration 42Q: 3 clusters Score -3425058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3425062.250000 Penalty: 5054.789062
	Iteration 43Q: 3 clusters Score -3425062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3425063.500000 Penalty: 5054.789062
	Iteration 44Q: 3 clusters Score -3425064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3425062.750000 Penalty: 5054.789062
	Iteration 45Q: 3 clusters Score -3425063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3425061.750000 Penalty: 5054.789062
	Iteration 46Q: 3 clusters Score -3425062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3425061.500000 Penalty: 5054.789062
	Iteration 47Q: 3 clusters Score -3425062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3425064.250000 Penalty: 5054.789062
	Iteration 48Q: 3 clusters Score -3425064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3425066.000000 Penalty: 5054.789062
	Iteration 49Q: 3 clusters Score -3425066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3425066.500000 Penalty: 5054.789062
	Iteration 50Q: 3 clusters Score -3425066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3425066.500000 Penalty: 5054.789062
	Iteration 51F: 3 clusters Score -3425066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -569790.625000 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -569790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -565542.375000 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -565542.4 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -566696.250000 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -566696.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -567155.062500 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -567155.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -567465.687500 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -567465.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -567734.000000 Penalty: 4177.313477
	Iteration 4F: 3 clusters Score -567734 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -567987.625000 Penalty: 4177.313477
	Iteration 5F: 3 clusters Score -567987.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -568207.812500 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -568207.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -568389.687500 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -568389.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -568544.312500 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -568544.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -568679.500000 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -568679.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -568754.562500 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -568754.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -568796.312500 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -568796.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -568819.625000 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -568819.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -568838.125000 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -568838.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -568845.812500 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -568845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -568849.562500 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -568849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -568850.687500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -568850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -568852.312500 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -568852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -568852.375000 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -568852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -568854.000000 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -568854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -568854.312500 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -568854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -568854.875000 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -568854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -568856.250000 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -568856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -568856.875000 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -568856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -568857.562500 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -568857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -568858.062500 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -568858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -568858.062500 Penalty: 4177.313477
	Iteration 26F: 3 clusters Score -568858.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (306420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306420 members 
Entering Unmasked Estep 
Score: -39214840.000000 Penalty: 3132.912598
	Iteration 0F: 2 clusters Score -3.921484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -39042436.000000 Penalty: 6265.825195
	Iteration 0F: 3 clusters Score -3.904244e+07 nChanged 148587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -39130856.000000 Penalty: 6265.825195
	Iteration 1F: 3 clusters Score -3.913086e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -39132060.000000 Penalty: 6265.825195
	Iteration 2Q: 3 clusters Score -3.913206e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -39133296.000000 Penalty: 6265.825195
	Iteration 3Q: 3 clusters Score -3.91333e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147990 members 
Mstep: Class 2 contains 158430 members 
Entering Unmasked Estep 
Score: -39135316.000000 Penalty: 6265.825195
	Iteration 4Q: 3 clusters Score -3.913532e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
Score: -39138040.000000 Penalty: 6265.825195
	Iteration 5Q: 3 clusters Score -3.913804e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -39142236.000000 Penalty: 6265.825195
	Iteration 6Q: 3 clusters Score -3.914224e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136220 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -39148384.000000 Penalty: 6265.825195
	Iteration 7Q: 3 clusters Score -3.914838e+07 nChanged 16649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -39156684.000000 Penalty: 6265.825195
	Iteration 8F: 3 clusters Score -3.915668e+07 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 184144 members 
Entering Unmasked Estep 
Score: -39166296.000000 Penalty: 6265.825195
	Iteration 9F: 3 clusters Score -3.91663e+07 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 190395 members 
Entering Unmasked Estep 
Score: -39177796.000000 Penalty: 6265.825195
	Iteration 10F: 3 clusters Score -3.91778e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 194367 members 
Entering Unmasked Estep 
Score: -39188104.000000 Penalty: 6265.825195
	Iteration 11F: 3 clusters Score -3.91881e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 196277 members 
Entering Unmasked Estep 
Score: -39195780.000000 Penalty: 6265.825195
	Iteration 12Q: 3 clusters Score -3.919578e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 197483 members 
Entering Unmasked Estep 
Score: -39199192.000000 Penalty: 6265.825195
	Iteration 13Q: 3 clusters Score -3.919919e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 198705 members 
Entering Unmasked Estep 
Score: -39201144.000000 Penalty: 6265.825195
	Iteration 14Q: 3 clusters Score -3.920114e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 200144 members 
Entering Unmasked Estep 
Score: -39202200.000000 Penalty: 6265.825195
	Iteration 15Q: 3 clusters Score -3.92022e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 201679 members 
Entering Unmasked Estep 
Score: -39203280.000000 Penalty: 6265.825195
	Iteration 16Q: 3 clusters Score -3.920328e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 203335 members 
Entering Unmasked Estep 
Score: -39204392.000000 Penalty: 6265.825195
	Iteration 17Q: 3 clusters Score -3.920439e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -39205220.000000 Penalty: 6265.825195
	Iteration 18Q: 3 clusters Score -3.920522e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 206884 members 
Entering Unmasked Estep 
Score: -39205968.000000 Penalty: 6265.825195
	Iteration 19Q: 3 clusters Score -3.920597e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 208690 members 
Entering Unmasked Estep 
Score: -39206884.000000 Penalty: 6265.825195
	Iteration 20F: 3 clusters Score -3.920688e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 210469 members 
Entering Unmasked Estep 
Score: -39207932.000000 Penalty: 6265.825195
	Iteration 21Q: 3 clusters Score -3.920793e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 212307 members 
Entering Unmasked Estep 
Score: -39208752.000000 Penalty: 6265.825195
	Iteration 22Q: 3 clusters Score -3.920875e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 214205 members 
Entering Unmasked Estep 
Score: -39209380.000000 Penalty: 6265.825195
	Iteration 23Q: 3 clusters Score -3.920938e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 216237 members 
Entering Unmasked Estep 
Score: -39210280.000000 Penalty: 6265.825195
	Iteration 24Q: 3 clusters Score -3.921028e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 218430 members 
Entering Unmasked Estep 
Score: -39211248.000000 Penalty: 6265.825195
	Iteration 25Q: 3 clusters Score -3.921125e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 220811 members 
Entering Unmasked Estep 
Score: -39211916.000000 Penalty: 6265.825195
	Iteration 26Q: 3 clusters Score -3.921192e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 223327 members 
Entering Unmasked Estep 
Score: -39212528.000000 Penalty: 6265.825195
	Iteration 27Q: 3 clusters Score -3.921253e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 226034 members 
Entering Unmasked Estep 
Score: -39213320.000000 Penalty: 6265.825195
	Iteration 28Q: 3 clusters Score -3.921332e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 228923 members 
Entering Unmasked Estep 
Score: -39214100.000000 Penalty: 6265.825195
	Iteration 29Q: 3 clusters Score -3.92141e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 231940 members 
Entering Unmasked Estep 
Score: -39214692.000000 Penalty: 6265.825195
	Iteration 30Q: 3 clusters Score -3.921469e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 235074 members 
Entering Unmasked Estep 
Score: -39215104.000000 Penalty: 6265.825195
	Iteration 31Q: 3 clusters Score -3.92151e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 238224 members 
Entering Unmasked Estep 
Score: -39215708.000000 Penalty: 6265.825195
	Iteration 32Q: 3 clusters Score -3.921571e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 241505 members 
Entering Unmasked Estep 
Score: -39216136.000000 Penalty: 6265.825195
	Iteration 33Q: 3 clusters Score -3.921614e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 244845 members 
Entering Unmasked Estep 
Score: -39216672.000000 Penalty: 6265.825195
	Iteration 34Q: 3 clusters Score -3.921667e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 248173 members 
Entering Unmasked Estep 
Score: -39216784.000000 Penalty: 6265.825195
	Iteration 35Q: 3 clusters Score -3.921678e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 251301 members 
Entering Unmasked Estep 
Score: -39217096.000000 Penalty: 6265.825195
	Iteration 36Q: 3 clusters Score -3.92171e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 254385 members 
Entering Unmasked Estep 
Score: -39217668.000000 Penalty: 6265.825195
	Iteration 37Q: 3 clusters Score -3.921767e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 257384 members 
Entering Unmasked Estep 
Score: -39217916.000000 Penalty: 6265.825195
	Iteration 38Q: 3 clusters Score -3.921792e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 260322 members 
Entering Unmasked Estep 
Score: -39218216.000000 Penalty: 6265.825195
	Iteration 39Q: 3 clusters Score -3.921822e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 263069 members 
Entering Unmasked Estep 
Score: -39218336.000000 Penalty: 6265.825195
	Iteration 40F: 3 clusters Score -3.921834e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 265754 members 
Entering Unmasked Estep 
Score: -39218416.000000 Penalty: 6265.825195
	Iteration 41Q: 3 clusters Score -3.921842e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 268257 members 
Entering Unmasked Estep 
Score: -39218292.000000 Penalty: 6265.825195
	Iteration 42Q: 3 clusters Score -3.921829e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 270571 members 
Entering Unmasked Estep 
Score: -39218128.000000 Penalty: 6265.825195
	Iteration 43Q: 3 clusters Score -3.921813e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 272737 members 
Entering Unmasked Estep 
Score: -39218084.000000 Penalty: 6265.825195
	Iteration 44Q: 3 clusters Score -3.921808e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 274748 members 
Entering Unmasked Estep 
Score: -39218044.000000 Penalty: 6265.825195
	Iteration 45Q: 3 clusters Score -3.921804e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 276656 members 
Entering Unmasked Estep 
Score: -39218116.000000 Penalty: 6265.825195
	Iteration 46Q: 3 clusters Score -3.921812e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 278450 members 
Entering Unmasked Estep 
Score: -39218116.000000 Penalty: 6265.825195
	Iteration 47Q: 3 clusters Score -3.921812e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 280113 members 
Entering Unmasked Estep 
Score: -39218264.000000 Penalty: 6265.825195
	Iteration 48Q: 3 clusters Score -3.921826e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 281635 members 
Entering Unmasked Estep 
Score: -39218256.000000 Penalty: 6265.825195
	Iteration 49Q: 3 clusters Score -3.921826e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 283165 members 
Entering Unmasked Estep 
Score: -39218160.000000 Penalty: 6265.825195
	Iteration 50Q: 3 clusters Score -3.921816e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 284552 members 
Entering Unmasked Estep 
Score: -39218152.000000 Penalty: 6265.825195
	Iteration 51Q: 3 clusters Score -3.921815e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 285844 members 
Entering Unmasked Estep 
Score: -39218012.000000 Penalty: 6265.825195
	Iteration 52Q: 3 clusters Score -3.921801e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 287009 members 
Entering Unmasked Estep 
Score: -39218064.000000 Penalty: 6265.825195
	Iteration 53Q: 3 clusters Score -3.921806e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 288106 members 
Entering Unmasked Estep 
Score: -39218112.000000 Penalty: 6265.825195
	Iteration 54Q: 3 clusters Score -3.921811e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 289161 members 
Entering Unmasked Estep 
Score: -39218012.000000 Penalty: 6265.825195
	Iteration 55Q: 3 clusters Score -3.921801e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 290171 members 
Entering Unmasked Estep 
Score: -39217876.000000 Penalty: 6265.825195
	Iteration 56Q: 3 clusters Score -3.921788e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 291136 members 
Entering Unmasked Estep 
Score: -39217616.000000 Penalty: 6265.825195
	Iteration 57Q: 3 clusters Score -3.921762e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 292065 members 
Entering Unmasked Estep 
Score: -39217484.000000 Penalty: 6265.825195
	Iteration 58Q: 3 clusters Score -3.921748e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 292919 members 
Entering Unmasked Estep 
Score: -39217280.000000 Penalty: 6265.825195
	Iteration 59Q: 3 clusters Score -3.921728e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 293725 members 
Entering Unmasked Estep 
Score: -39217136.000000 Penalty: 6265.825195
	Iteration 60F: 3 clusters Score -3.921714e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 294506 members 
Entering Unmasked Estep 
Score: -39217020.000000 Penalty: 6265.825195
	Iteration 61Q: 3 clusters Score -3.921702e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 295220 members 
Entering Unmasked Estep 
Score: -39216984.000000 Penalty: 6265.825195
	Iteration 62Q: 3 clusters Score -3.921698e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 295877 members 
Entering Unmasked Estep 
Score: -39216860.000000 Penalty: 6265.825195
	Iteration 63Q: 3 clusters Score -3.921686e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 296465 members 
Entering Unmasked Estep 
Score: -39216828.000000 Penalty: 6265.825195
	Iteration 64Q: 3 clusters Score -3.921683e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 297011 members 
Entering Unmasked Estep 
Score: -39216744.000000 Penalty: 6265.825195
	Iteration 65Q: 3 clusters Score -3.921674e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 297561 members 
Entering Unmasked Estep 
Score: -39216700.000000 Penalty: 6265.825195
	Iteration 66Q: 3 clusters Score -3.92167e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 298102 members 
Entering Unmasked Estep 
Score: -39216604.000000 Penalty: 6265.825195
	Iteration 67Q: 3 clusters Score -3.92166e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 298612 members 
Entering Unmasked Estep 
Score: -39216440.000000 Penalty: 6265.825195
	Iteration 68Q: 3 clusters Score -3.921644e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 299110 members 
Entering Unmasked Estep 
Score: -39216124.000000 Penalty: 6265.825195
	Iteration 69Q: 3 clusters Score -3.921612e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 299590 members 
Entering Unmasked Estep 
Score: -39215980.000000 Penalty: 6265.825195
	Iteration 70Q: 3 clusters Score -3.921598e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 300032 members 
Entering Unmasked Estep 
Score: -39215856.000000 Penalty: 6265.825195
	Iteration 71Q: 3 clusters Score -3.921586e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 300468 members 
Entering Unmasked Estep 
Score: -39215744.000000 Penalty: 6265.825195
	Iteration 72Q: 3 clusters Score -3.921574e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 300880 members 
Entering Unmasked Estep 
Score: -39215748.000000 Penalty: 6265.825195
	Iteration 73Q: 3 clusters Score -3.921575e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 301270 members 
Entering Unmasked Estep 
Score: -39215604.000000 Penalty: 6265.825195
	Iteration 74Q: 3 clusters Score -3.92156e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 301601 members 
Entering Unmasked Estep 
Score: -39215636.000000 Penalty: 6265.825195
	Iteration 75Q: 3 clusters Score -3.921564e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 301922 members 
Entering Unmasked Estep 
Score: -39215388.000000 Penalty: 6265.825195
	Iteration 76Q: 3 clusters Score -3.921539e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 302215 members 
Entering Unmasked Estep 
Score: -39215080.000000 Penalty: 6265.825195
	Iteration 77Q: 3 clusters Score -3.921508e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 302496 members 
Entering Unmasked Estep 
Score: -39214924.000000 Penalty: 6265.825195
	Iteration 78Q: 3 clusters Score -3.921492e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 302729 members 
Entering Unmasked Estep 
Score: -39214776.000000 Penalty: 6265.825195
	Iteration 79Q: 3 clusters Score -3.921478e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 302930 members 
Entering Unmasked Estep 
Score: -39214608.000000 Penalty: 6265.825195
	Iteration 80F: 3 clusters Score -3.921461e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 303119 members 
Entering Unmasked Estep 
Score: -39214468.000000 Penalty: 6265.825195
	Iteration 81Q: 3 clusters Score -3.921447e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 303286 members 
Entering Unmasked Estep 
Score: -39214320.000000 Penalty: 6265.825195
	Iteration 82Q: 3 clusters Score -3.921432e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 303451 members 
Entering Unmasked Estep 
Score: -39214304.000000 Penalty: 6265.825195
	Iteration 83Q: 3 clusters Score -3.92143e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 303586 members 
Entering Unmasked Estep 
Score: -39214296.000000 Penalty: 6265.825195
	Iteration 84Q: 3 clusters Score -3.92143e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 303706 members 
Entering Unmasked Estep 
Score: -39214204.000000 Penalty: 6265.825195
	Iteration 85Q: 3 clusters Score -3.92142e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 303826 members 
Entering Unmasked Estep 
Score: -39214192.000000 Penalty: 6265.825195
	Iteration 86Q: 3 clusters Score -3.921419e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 303939 members 
Entering Unmasked Estep 
Score: -39214116.000000 Penalty: 6265.825195
	Iteration 87Q: 3 clusters Score -3.921412e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 304046 members 
Entering Unmasked Estep 
Score: -39214040.000000 Penalty: 6265.825195
	Iteration 88Q: 3 clusters Score -3.921404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 304135 members 
Entering Unmasked Estep 
Score: -39214032.000000 Penalty: 6265.825195
	Iteration 89Q: 3 clusters Score -3.921403e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 304231 members 
Entering Unmasked Estep 
Score: -39213940.000000 Penalty: 6265.825195
	Iteration 90Q: 3 clusters Score -3.921394e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 304340 members 
Entering Unmasked Estep 
Score: -39213848.000000 Penalty: 6265.825195
	Iteration 91Q: 3 clusters Score -3.921385e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 304435 members 
Entering Unmasked Estep 
Score: -39213868.000000 Penalty: 6265.825195
	Iteration 92Q: 3 clusters Score -3.921387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 304512 members 
Entering Unmasked Estep 
Score: -39213792.000000 Penalty: 6265.825195
	Iteration 93Q: 3 clusters Score -3.921379e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 304584 members 
Entering Unmasked Estep 
Score: -39213756.000000 Penalty: 6265.825195
	Iteration 94Q: 3 clusters Score -3.921376e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 304650 members 
Entering Unmasked Estep 
Score: -39213752.000000 Penalty: 6265.825195
	Iteration 95Q: 3 clusters Score -3.921375e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 304705 members 
Entering Unmasked Estep 
Score: -39213696.000000 Penalty: 6265.825195
	Iteration 96Q: 3 clusters Score -3.92137e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 304752 members 
Entering Unmasked Estep 
Score: -39213680.000000 Penalty: 6265.825195
	Iteration 97Q: 3 clusters Score -3.921368e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 304808 members 
Entering Unmasked Estep 
Score: -39213600.000000 Penalty: 6265.825195
	Iteration 98Q: 3 clusters Score -3.92136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 304860 members 
Entering Unmasked Estep 
Score: -39213600.000000 Penalty: 6265.825195
	Iteration 99Q: 3 clusters Score -3.92136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 304912 members 
Entering Unmasked Estep 
Score: -39213600.000000 Penalty: 6265.825195
	Iteration 100F: 3 clusters Score -3.92136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 304960 members 
Entering Unmasked Estep 
Score: -39213568.000000 Penalty: 6265.825195
	Iteration 101Q: 3 clusters Score -3.921357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 304997 members 
Entering Unmasked Estep 
Score: -39213540.000000 Penalty: 6265.825195
	Iteration 102Q: 3 clusters Score -3.921354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 305044 members 
Entering Unmasked Estep 
Score: -39213496.000000 Penalty: 6265.825195
	Iteration 103Q: 3 clusters Score -3.92135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 305082 members 
Entering Unmasked Estep 
Score: -39213480.000000 Penalty: 6265.825195
	Iteration 104Q: 3 clusters Score -3.921348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 305116 members 
Entering Unmasked Estep 
Score: -39213444.000000 Penalty: 6265.825195
	Iteration 105Q: 3 clusters Score -3.921344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 305146 members 
Entering Unmasked Estep 
Score: -39213412.000000 Penalty: 6265.825195
	Iteration 106Q: 3 clusters Score -3.921341e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 305176 members 
Entering Unmasked Estep 
Score: -39213400.000000 Penalty: 6265.825195
	Iteration 107Q: 3 clusters Score -3.92134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 305203 members 
Entering Unmasked Estep 
Score: -39213404.000000 Penalty: 6265.825195
	Iteration 108Q: 3 clusters Score -3.92134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 305226 members 
Entering Unmasked Estep 
Score: -39213392.000000 Penalty: 6265.825195
	Iteration 109Q: 3 clusters Score -3.921339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 305248 members 
Entering Unmasked Estep 
Score: -39213392.000000 Penalty: 6265.825195
	Iteration 110Q: 3 clusters Score -3.921339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 305260 members 
Entering Unmasked Estep 
Score: -39213392.000000 Penalty: 6265.825195
	Iteration 111Q: 3 clusters Score -3.921339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 305273 members 
Entering Unmasked Estep 
Score: -39213356.000000 Penalty: 6265.825195
	Iteration 112Q: 3 clusters Score -3.921336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 305278 members 
Entering Unmasked Estep 
Score: -39213364.000000 Penalty: 6265.825195
	Iteration 113Q: 3 clusters Score -3.921336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 305284 members 
Entering Unmasked Estep 
Score: -39213344.000000 Penalty: 6265.825195
	Iteration 114Q: 3 clusters Score -3.921334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 305290 members 
Entering Unmasked Estep 
Score: -39213352.000000 Penalty: 6265.825195
	Iteration 115Q: 3 clusters Score -3.921335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 305294 members 
Entering Unmasked Estep 
Score: -39213352.000000 Penalty: 6265.825195
	Iteration 116Q: 3 clusters Score -3.921335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 305300 members 
Entering Unmasked Estep 
Score: -39213348.000000 Penalty: 6265.825195
	Iteration 117Q: 3 clusters Score -3.921335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 305303 members 
Entering Unmasked Estep 
Score: -39213352.000000 Penalty: 6265.825195
	Iteration 118Q: 3 clusters Score -3.921335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 305305 members 
Entering Unmasked Estep 
Score: -39213336.000000 Penalty: 6265.825195
	Iteration 119Q: 3 clusters Score -3.921334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 305307 members 
Entering Unmasked Estep 
Score: -39213332.000000 Penalty: 6265.825195
	Iteration 120F: 3 clusters Score -3.921333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 305308 members 
Entering Unmasked Estep 
Score: -39213344.000000 Penalty: 6265.825195
	Iteration 121Q: 3 clusters Score -3.921334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 305310 members 
Entering Unmasked Estep 
Score: -39213328.000000 Penalty: 6265.825195
	Iteration 122Q: 3 clusters Score -3.921333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 305310 members 
Entering Unmasked Estep 
Score: -39213328.000000 Penalty: 6265.825195
	Iteration 123F: 3 clusters Score -3.921333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -267690.875000 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -267690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264999.843750 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -264999.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -265458.406250 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -265458.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265581.218750 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -265581.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -265655.375000 Penalty: 3790.929688
	Iteration 3Q: 3 clusters Score -265655.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -265710.562500 Penalty: 3790.929688
	Iteration 4Q: 3 clusters Score -265710.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -265739.531250 Penalty: 3790.929688
	Iteration 5Q: 3 clusters Score -265739.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -265757.250000 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -265757.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265766.531250 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -265766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265773.843750 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -265773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265776.593750 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -265776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -265779.093750 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -265779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265782.343750 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -265782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -265787.562500 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -265787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -265790.843750 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -265790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -265795.843750 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -265795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -265800.937500 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -265800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -265808.531250 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -265808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -265813.625000 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -265813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -265818.156250 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -265818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265822.187500 Penalty: 3790.929688
	Iteration 19Q: 3 clusters Score -265822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -265824.062500 Penalty: 3790.929688
	Iteration 20F: 3 clusters Score -265824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265825.687500 Penalty: 3790.929688
	Iteration 21Q: 3 clusters Score -265825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265827.250000 Penalty: 3790.929688
	Iteration 22Q: 3 clusters Score -265827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -265831.250000 Penalty: 3790.929688
	Iteration 23Q: 3 clusters Score -265831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -265834.218750 Penalty: 3790.929688
	Iteration 24Q: 3 clusters Score -265834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -265834.812500 Penalty: 3790.929688
	Iteration 25Q: 3 clusters Score -265834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -265835.437500 Penalty: 3790.929688
	Iteration 26Q: 3 clusters Score -265835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -265836.125000 Penalty: 3790.929688
	Iteration 27Q: 3 clusters Score -265836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -265836.625000 Penalty: 3790.929688
	Iteration 28Q: 3 clusters Score -265836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265837.375000 Penalty: 3790.929688
	Iteration 29Q: 3 clusters Score -265837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265837.562500 Penalty: 3790.929688
	Iteration 30Q: 3 clusters Score -265837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265837.562500 Penalty: 3790.929688
	Iteration 31F: 3 clusters Score -265837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -141819.046875 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -141819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139831.515625 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -139831.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -141038.937500 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -141038.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -141894.015625 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -141894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -142392.593750 Penalty: 3570.299072
	Iteration 3F: 3 clusters Score -142392.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -142626.578125 Penalty: 3570.299072
	Iteration 4F: 3 clusters Score -142626.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142862.968750 Penalty: 3570.299072
	Iteration 5F: 3 clusters Score -142863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143196.890625 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -143196.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -143445.343750 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -143445.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -143505.734375 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -143505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -143570.765625 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -143570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -143643.312500 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -143643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143726.484375 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -143726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -143741.640625 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -143741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -143749.093750 Penalty: 3570.299072
	Iteration 13Q: 3 clusters Score -143749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -143750.812500 Penalty: 3570.299072
	Iteration 14Q: 3 clusters Score -143750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143753.140625 Penalty: 3570.299072
	Iteration 15Q: 3 clusters Score -143753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143754.656250 Penalty: 3570.299072
	Iteration 16F: 3 clusters Score -143754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -143757.781250 Penalty: 3570.299072
	Iteration 17Q: 3 clusters Score -143757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -143757.781250 Penalty: 3570.299072
	Iteration 18F: 3 clusters Score -143757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 47905 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 11 contains 177728 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 306420 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 32445 members 
Entering Unmasked Estep 
Score: -166365296.000000 Penalty: 73383.539062
Splitting cluster 19 changes total score from -166358272.000000 to -166365296.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 20 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -164653.203125 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -164653.2 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 804 members 
Entering Unmasked Estep 
Score: -162354.109375 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -162354.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163138.468750 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -163138.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -163630.859375 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -163630.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -164422.390625 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -164422.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165660.328125 Penalty: 3670.707764
	Iteration 4F: 3 clusters Score -165660.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166417.000000 Penalty: 3670.707764
	Iteration 5F: 3 clusters Score -166417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -167033.015625 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -167033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -167374.890625 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -167374.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -167597.125000 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -167597.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167682.546875 Penalty: 3670.707764
	Iteration 9Q: 3 clusters Score -167682.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -167733.968750 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -167734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -167765.546875 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -167765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167776.796875 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -167776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167783.203125 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -167783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167790.218750 Penalty: 3670.707764
	Iteration 14Q: 3 clusters Score -167790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -167797.359375 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -167797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167799.875000 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -167799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167805.890625 Penalty: 3670.707764
	Iteration 17F: 3 clusters Score -167805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -167834.171875 Penalty: 3670.707764
	Iteration 18Q: 3 clusters Score -167834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167855.515625 Penalty: 3670.707764
	Iteration 19Q: 3 clusters Score -167855.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167890.968750 Penalty: 3670.707764
	Iteration 20F: 3 clusters Score -167891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -167911.140625 Penalty: 3670.707764
	Iteration 21Q: 3 clusters Score -167911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -167915.593750 Penalty: 3670.707764
	Iteration 22Q: 3 clusters Score -167915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167918.500000 Penalty: 3670.707764
	Iteration 23Q: 3 clusters Score -167918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -167922.859375 Penalty: 3670.707764
	Iteration 24Q: 3 clusters Score -167922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167950.078125 Penalty: 3670.707764
	Iteration 25Q: 3 clusters Score -167950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -167957.156250 Penalty: 3670.707764
	Iteration 26Q: 3 clusters Score -167957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167962.078125 Penalty: 3670.707764
	Iteration 27Q: 3 clusters Score -167962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167962.078125 Penalty: 3670.707764
	Iteration 28F: 3 clusters Score -167962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 47905 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 11 contains 177728 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 306420 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 32445 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
Score: -166366752.000000 Penalty: 76877.992188
Splitting cluster 20 changes total score from -166358272.000000 to -166366752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (32445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Entering Unmasked Estep 
Score: -3970556.750000 Penalty: 2576.050781
	Iteration 0F: 2 clusters Score -3970557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3948374.250000 Penalty: 5152.101562
	Iteration 0F: 3 clusters Score -3948374 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3956538.250000 Penalty: 5152.101562
	Iteration 1F: 3 clusters Score -3956538 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3957229.500000 Penalty: 5152.101562
	Iteration 2F: 3 clusters Score -3957230 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3957976.250000 Penalty: 5152.101562
	Iteration 3Q: 3 clusters Score -3957976 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3958736.250000 Penalty: 5152.101562
	Iteration 4F: 3 clusters Score -3958736 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3959449.250000 Penalty: 5152.101562
	Iteration 5F: 3 clusters Score -3959449 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3960119.750000 Penalty: 5152.101562
	Iteration 6Q: 3 clusters Score -3960120 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3960693.500000 Penalty: 5152.101562
	Iteration 7Q: 3 clusters Score -3960694 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3961356.500000 Penalty: 5152.101562
	Iteration 8Q: 3 clusters Score -3961356 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3962087.250000 Penalty: 5152.101562
	Iteration 9Q: 3 clusters Score -3962087 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3962926.500000 Penalty: 5152.101562
	Iteration 10Q: 3 clusters Score -3962926 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3963935.750000 Penalty: 5152.101562
	Iteration 11Q: 3 clusters Score -3963936 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3965101.250000 Penalty: 5152.101562
	Iteration 12Q: 3 clusters Score -3965101 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3965999.500000 Penalty: 5152.101562
	Iteration 13Q: 3 clusters Score -3966000 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3966621.250000 Penalty: 5152.101562
	Iteration 14Q: 3 clusters Score -3966621 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3967076.750000 Penalty: 5152.101562
	Iteration 15Q: 3 clusters Score -3967077 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3967441.250000 Penalty: 5152.101562
	Iteration 16Q: 3 clusters Score -3967441 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3967788.750000 Penalty: 5152.101562
	Iteration 17Q: 3 clusters Score -3967789 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3968144.250000 Penalty: 5152.101562
	Iteration 18Q: 3 clusters Score -3968144 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3968484.000000 Penalty: 5152.101562
	Iteration 19Q: 3 clusters Score -3968484 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3968838.250000 Penalty: 5152.101562
	Iteration 20F: 3 clusters Score -3968838 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3969247.750000 Penalty: 5152.101562
	Iteration 21Q: 3 clusters Score -3969248 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3969620.250000 Penalty: 5152.101562
	Iteration 22Q: 3 clusters Score -3969620 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3969876.000000 Penalty: 5152.101562
	Iteration 23Q: 3 clusters Score -3969876 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3970049.500000 Penalty: 5152.101562
	Iteration 24Q: 3 clusters Score -3970050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3970125.000000 Penalty: 5152.101562
	Iteration 25Q: 3 clusters Score -3970125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3970188.500000 Penalty: 5152.101562
	Iteration 26Q: 3 clusters Score -3970188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3970197.500000 Penalty: 5152.101562
	Iteration 27Q: 3 clusters Score -3970198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3970205.250000 Penalty: 5152.101562
	Iteration 28Q: 3 clusters Score -3970205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3970212.750000 Penalty: 5152.101562
	Iteration 29Q: 3 clusters Score -3970213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3970220.000000 Penalty: 5152.101562
	Iteration 30Q: 3 clusters Score -3970220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3970222.000000 Penalty: 5152.101562
	Iteration 31Q: 3 clusters Score -3970222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3970222.000000 Penalty: 5152.101562
	Iteration 32Q: 3 clusters Score -3970222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3970217.500000 Penalty: 5152.101562
	Iteration 33Q: 3 clusters Score -3970218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3970217.250000 Penalty: 5152.101562
	Iteration 34Q: 3 clusters Score -3970217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3970219.750000 Penalty: 5152.101562
	Iteration 35Q: 3 clusters Score -3970220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3970222.750000 Penalty: 5152.101562
	Iteration 36Q: 3 clusters Score -3970223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3970219.750000 Penalty: 5152.101562
	Iteration 37Q: 3 clusters Score -3970220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3970223.500000 Penalty: 5152.101562
	Iteration 38Q: 3 clusters Score -3970224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3970226.000000 Penalty: 5152.101562
	Iteration 39Q: 3 clusters Score -3970226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3970226.000000 Penalty: 5152.101562
	Iteration 40F: 3 clusters Score -3970226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3970227.250000 Penalty: 5152.101562
	Iteration 41Q: 3 clusters Score -3970227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3970227.750000 Penalty: 5152.101562
	Iteration 42Q: 3 clusters Score -3970228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3970227.750000 Penalty: 5152.101562
	Iteration 43F: 3 clusters Score -3970228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 47905 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 188806 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 183205 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 17 contains 306420 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 32445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3479.719727 but Gain 3494.453125
Score: -166371504.000000 Penalty: 73383.539062
Iteration 39Q: 22 clusters Score -1.663715e+08 nChanged 19454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 48775 members 
Mstep: Class 3 contains 11145 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 189428 members 
Mstep: Class 6 contains 48144 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 37402 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 184571 members 
Mstep: Class 11 contains 173419 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 4541 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 305900 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 1068 members 
Mstep: Class 21 contains 32475 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166380448.000000 Penalty: 73383.539062
Iteration 40F: 22 clusters Score -1.663804e+08 nChanged 22947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 183808 members 
Mstep: Class 2 contains 49071 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 191336 members 
Mstep: Class 6 contains 48024 members 
Mstep: Class 7 contains 52727 members 
Mstep: Class 8 contains 37418 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 183180 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 25642 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 303970 members 
Mstep: Class 19 contains 654 members 
Mstep: Class 20 contains 1067 members 
Mstep: Class 21 contains 31981 members 
Mstep: Class 22 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382176.000000 Penalty: 73383.539062
Iteration 41Q: 22 clusters Score -1.663822e+08 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 184860 members 
Mstep: Class 2 contains 49228 members 
Mstep: Class 3 contains 11837 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 190600 members 
Mstep: Class 6 contains 47879 members 
Mstep: Class 7 contains 52838 members 
Mstep: Class 8 contains 37398 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 182647 members 
Mstep: Class 11 contains 178254 members 
Mstep: Class 12 contains 647 members 
Mstep: Class 13 contains 6248 members 
Mstep: Class 14 contains 24771 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 302574 members 
Mstep: Class 19 contains 652 members 
Mstep: Class 20 contains 1067 members 
Mstep: Class 21 contains 31619 members 
Mstep: Class 22 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166383552.000000 Penalty: 73383.539062
Iteration 42Q: 22 clusters Score -1.663836e+08 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 186503 members 
Mstep: Class 2 contains 49400 members 
Mstep: Class 3 contains 12241 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 188871 members 
Mstep: Class 6 contains 47638 members 
Mstep: Class 7 contains 52925 members 
Mstep: Class 8 contains 37317 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 182253 members 
Mstep: Class 11 contains 180728 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 24116 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 301352 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 31284 members 
Mstep: Class 22 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166384288.000000 Penalty: 73383.539062
Iteration 43Q: 22 clusters Score -1.663843e+08 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 188747 members 
Mstep: Class 2 contains 49519 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 6711 members 
Mstep: Class 5 contains 186994 members 
Mstep: Class 6 contains 47365 members 
Mstep: Class 7 contains 52989 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 181839 members 
Mstep: Class 11 contains 182812 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 23646 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 299932 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1065 members 
Mstep: Class 21 contains 31011 members 
Mstep: Class 22 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166384976.000000 Penalty: 73383.539062
Iteration 44Q: 22 clusters Score -1.66385e+08 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 49593 members 
Mstep: Class 3 contains 12983 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 185342 members 
Mstep: Class 6 contains 47072 members 
Mstep: Class 7 contains 53016 members 
Mstep: Class 8 contains 37168 members 
Mstep: Class 9 contains 1202 members 
Mstep: Class 10 contains 181394 members 
Mstep: Class 11 contains 184546 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 23289 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 298328 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 30751 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166385328.000000 Penalty: 73383.539062
Iteration 45Q: 22 clusters Score -1.663853e+08 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 49651 members 
Mstep: Class 3 contains 13298 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 183830 members 
Mstep: Class 6 contains 46790 members 
Mstep: Class 7 contains 53049 members 
Mstep: Class 8 contains 37074 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 180949 members 
Mstep: Class 11 contains 186006 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 5510 members 
Mstep: Class 14 contains 23019 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 296542 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 30500 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386288.000000 Penalty: 73383.539062
Iteration 46Q: 22 clusters Score -1.663863e+08 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 49662 members 
Mstep: Class 3 contains 13561 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 182629 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 53110 members 
Mstep: Class 8 contains 36944 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 180385 members 
Mstep: Class 11 contains 187129 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 5452 members 
Mstep: Class 14 contains 22817 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 294743 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 30277 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386944.000000 Penalty: 73383.539062
Iteration 47Q: 22 clusters Score -1.663869e+08 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 199662 members 
Mstep: Class 2 contains 49654 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 181645 members 
Mstep: Class 6 contains 46253 members 
Mstep: Class 7 contains 53167 members 
Mstep: Class 8 contains 36777 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 179849 members 
Mstep: Class 11 contains 187979 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 292883 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 30102 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386800.000000 Penalty: 73383.539062
Iteration 48Q: 22 clusters Score -1.663868e+08 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 202210 members 
Mstep: Class 2 contains 49589 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 180876 members 
Mstep: Class 6 contains 45968 members 
Mstep: Class 7 contains 53251 members 
Mstep: Class 8 contains 36645 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 179446 members 
Mstep: Class 11 contains 188525 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 291216 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 29931 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386784.000000 Penalty: 73383.539062
Iteration 49Q: 22 clusters Score -1.663868e+08 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 204520 members 
Mstep: Class 2 contains 49524 members 
Mstep: Class 3 contains 14391 members 
Mstep: Class 4 contains 7475 members 
Mstep: Class 5 contains 180320 members 
Mstep: Class 6 contains 45690 members 
Mstep: Class 7 contains 53311 members 
Mstep: Class 8 contains 36483 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 179165 members 
Mstep: Class 11 contains 188923 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 289644 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 29740 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166387760.000000 Penalty: 73383.539062
Iteration 50Q: 22 clusters Score -1.663878e+08 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 179942 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 53361 members 
Mstep: Class 8 contains 36354 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 178936 members 
Mstep: Class 11 contains 189186 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5396 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 288236 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 29539 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166388768.000000 Penalty: 73383.539062
Iteration 51Q: 22 clusters Score -1.663888e+08 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208158 members 
Mstep: Class 2 contains 49439 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 179732 members 
Mstep: Class 6 contains 45137 members 
Mstep: Class 7 contains 53406 members 
Mstep: Class 8 contains 36234 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 178684 members 
Mstep: Class 11 contains 189307 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 22601 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 287120 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 29341 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389344.000000 Penalty: 73383.539062
Iteration 52Q: 22 clusters Score -1.663893e+08 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209573 members 
Mstep: Class 2 contains 49444 members 
Mstep: Class 3 contains 15114 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 179504 members 
Mstep: Class 6 contains 44915 members 
Mstep: Class 7 contains 53473 members 
Mstep: Class 8 contains 36113 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 178505 members 
Mstep: Class 11 contains 189401 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 22644 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 286118 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 29161 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389520.000000 Penalty: 73383.539062
Iteration 53Q: 22 clusters Score -1.663895e+08 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210651 members 
Mstep: Class 2 contains 49458 members 
Mstep: Class 3 contains 15308 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 179331 members 
Mstep: Class 6 contains 44705 members 
Mstep: Class 7 contains 53562 members 
Mstep: Class 8 contains 35995 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 178421 members 
Mstep: Class 11 contains 189464 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 22706 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 285261 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28984 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389280.000000 Penalty: 73383.539062
Iteration 54Q: 22 clusters Score -1.663893e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211324 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 179369 members 
Mstep: Class 6 contains 44547 members 
Mstep: Class 7 contains 53619 members 
Mstep: Class 8 contains 35881 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 178465 members 
Mstep: Class 11 contains 189503 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 22755 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 284493 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28808 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389776.000000 Penalty: 73383.539062
Iteration 55Q: 22 clusters Score -1.663898e+08 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 49504 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 179402 members 
Mstep: Class 6 contains 44408 members 
Mstep: Class 7 contains 53708 members 
Mstep: Class 8 contains 35776 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 178519 members 
Mstep: Class 11 contains 189515 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 22808 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283902 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28620 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389936.000000 Penalty: 73383.539062
Iteration 56Q: 22 clusters Score -1.663899e+08 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 212063 members 
Mstep: Class 2 contains 49521 members 
Mstep: Class 3 contains 15741 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 179433 members 
Mstep: Class 6 contains 44271 members 
Mstep: Class 7 contains 53787 members 
Mstep: Class 8 contains 35647 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 178641 members 
Mstep: Class 11 contains 189522 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 22847 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283489 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28456 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390320.000000 Penalty: 73383.539062
Iteration 57Q: 22 clusters Score -1.663903e+08 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 212090 members 
Mstep: Class 2 contains 49547 members 
Mstep: Class 3 contains 15871 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 179514 members 
Mstep: Class 6 contains 44141 members 
Mstep: Class 7 contains 53844 members 
Mstep: Class 8 contains 35530 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 178842 members 
Mstep: Class 11 contains 189475 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 22890 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283174 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28310 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390144.000000 Penalty: 73383.539062
Iteration 58Q: 22 clusters Score -1.663901e+08 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211961 members 
Mstep: Class 2 contains 49572 members 
Mstep: Class 3 contains 15989 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 179738 members 
Mstep: Class 6 contains 44026 members 
Mstep: Class 7 contains 53871 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 179015 members 
Mstep: Class 11 contains 189475 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282896 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28174 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390720.000000 Penalty: 73383.539062
Iteration 59Q: 22 clusters Score -1.663907e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211766 members 
Mstep: Class 2 contains 49584 members 
Mstep: Class 3 contains 16106 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 179926 members 
Mstep: Class 6 contains 43935 members 
Mstep: Class 7 contains 53930 members 
Mstep: Class 8 contains 35363 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 179152 members 
Mstep: Class 11 contains 189441 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 22960 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282687 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 28058 members 
Mstep: Class 22 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390592.000000 Penalty: 73383.539062
Iteration 60F: 22 clusters Score -1.663906e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211505 members 
Mstep: Class 2 contains 49607 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 8324 members 
Mstep: Class 5 contains 180097 members 
Mstep: Class 6 contains 43870 members 
Mstep: Class 7 contains 53963 members 
Mstep: Class 8 contains 35275 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 179274 members 
Mstep: Class 11 contains 189432 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282549 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 27926 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390928.000000 Penalty: 73383.539062
Iteration 61Q: 22 clusters Score -1.663909e+08 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211200 members 
Mstep: Class 2 contains 49629 members 
Mstep: Class 3 contains 16346 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 180201 members 
Mstep: Class 6 contains 43817 members 
Mstep: Class 7 contains 53991 members 
Mstep: Class 8 contains 35196 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 179454 members 
Mstep: Class 11 contains 189392 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 22996 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282500 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 27785 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391680.000000 Penalty: 73383.539062
Iteration 62Q: 22 clusters Score -1.663917e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 49661 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 8479 members 
Mstep: Class 5 contains 180269 members 
Mstep: Class 6 contains 43769 members 
Mstep: Class 7 contains 54004 members 
Mstep: Class 8 contains 35124 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 179666 members 
Mstep: Class 11 contains 189362 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 23019 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282436 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 27631 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392080.000000 Penalty: 73383.539062
Iteration 63Q: 22 clusters Score -1.663921e+08 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210596 members 
Mstep: Class 2 contains 49715 members 
Mstep: Class 3 contains 16576 members 
Mstep: Class 4 contains 8533 members 
Mstep: Class 5 contains 180313 members 
Mstep: Class 6 contains 43713 members 
Mstep: Class 7 contains 54029 members 
Mstep: Class 8 contains 35089 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 179886 members 
Mstep: Class 11 contains 189332 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 23032 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282332 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 27485 members 
Mstep: Class 22 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392416.000000 Penalty: 73383.539062
Iteration 64Q: 22 clusters Score -1.663924e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210245 members 
Mstep: Class 2 contains 49743 members 
Mstep: Class 3 contains 16692 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 180377 members 
Mstep: Class 6 contains 43633 members 
Mstep: Class 7 contains 54043 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180095 members 
Mstep: Class 11 contains 189311 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 23050 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282343 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 27323 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393216.000000 Penalty: 73383.539062
Iteration 65Q: 22 clusters Score -1.663932e+08 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209898 members 
Mstep: Class 2 contains 49805 members 
Mstep: Class 3 contains 16813 members 
Mstep: Class 4 contains 8612 members 
Mstep: Class 5 contains 180459 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 54043 members 
Mstep: Class 8 contains 35053 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 180288 members 
Mstep: Class 11 contains 189299 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 23059 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282285 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 27148 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393200.000000 Penalty: 73383.539062
Iteration 66Q: 22 clusters Score -1.663932e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209544 members 
Mstep: Class 2 contains 49860 members 
Mstep: Class 3 contains 16930 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 180491 members 
Mstep: Class 6 contains 43519 members 
Mstep: Class 7 contains 54062 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 180461 members 
Mstep: Class 11 contains 189268 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 23056 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282280 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 27005 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393280.000000 Penalty: 73383.539062
Iteration 67Q: 22 clusters Score -1.663933e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209240 members 
Mstep: Class 2 contains 49909 members 
Mstep: Class 3 contains 17054 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 180514 members 
Mstep: Class 6 contains 43459 members 
Mstep: Class 7 contains 54090 members 
Mstep: Class 8 contains 34996 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 180584 members 
Mstep: Class 11 contains 189251 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 7034 members 
Mstep: Class 14 contains 23051 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282301 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26851 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 22 clusters Score -1.663932e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209004 members 
Mstep: Class 2 contains 49979 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 180544 members 
Mstep: Class 6 contains 43372 members 
Mstep: Class 7 contains 54118 members 
Mstep: Class 8 contains 34960 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 180690 members 
Mstep: Class 11 contains 189254 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 23058 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282297 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26684 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393568.000000 Penalty: 73383.539062
Iteration 69Q: 22 clusters Score -1.663936e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208728 members 
Mstep: Class 2 contains 50027 members 
Mstep: Class 3 contains 17259 members 
Mstep: Class 4 contains 8824 members 
Mstep: Class 5 contains 180633 members 
Mstep: Class 6 contains 43320 members 
Mstep: Class 7 contains 54113 members 
Mstep: Class 8 contains 34931 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 180779 members 
Mstep: Class 11 contains 189234 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 23064 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282339 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26533 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -1.663937e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208426 members 
Mstep: Class 2 contains 50083 members 
Mstep: Class 3 contains 17331 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 180696 members 
Mstep: Class 6 contains 43256 members 
Mstep: Class 7 contains 54106 members 
Mstep: Class 8 contains 34900 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 180882 members 
Mstep: Class 11 contains 189261 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 23058 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282434 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26363 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 22 clusters Score -1.663933e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208185 members 
Mstep: Class 2 contains 50140 members 
Mstep: Class 3 contains 17407 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 180704 members 
Mstep: Class 6 contains 43193 members 
Mstep: Class 7 contains 54112 members 
Mstep: Class 8 contains 34875 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180952 members 
Mstep: Class 11 contains 189291 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 23054 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282501 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26198 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 22 clusters Score -1.663936e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207926 members 
Mstep: Class 2 contains 50203 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 9095 members 
Mstep: Class 5 contains 180704 members 
Mstep: Class 6 contains 43118 members 
Mstep: Class 7 contains 54119 members 
Mstep: Class 8 contains 34853 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181090 members 
Mstep: Class 11 contains 189316 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7529 members 
Mstep: Class 14 contains 23036 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282546 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 26030 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -1.663937e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207645 members 
Mstep: Class 2 contains 50263 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 180710 members 
Mstep: Class 6 contains 43041 members 
Mstep: Class 7 contains 54134 members 
Mstep: Class 8 contains 34830 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 181239 members 
Mstep: Class 11 contains 189362 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 23034 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282619 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25881 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
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Iteration 74Q: 22 clusters Score -1.663941e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207348 members 
Mstep: Class 2 contains 50303 members 
Mstep: Class 3 contains 17525 members 
Mstep: Class 4 contains 9244 members 
Mstep: Class 5 contains 180743 members 
Mstep: Class 6 contains 42967 members 
Mstep: Class 7 contains 54140 members 
Mstep: Class 8 contains 34789 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 181337 members 
Mstep: Class 11 contains 189381 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7735 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282734 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25759 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394368.000000 Penalty: 73383.539062
Iteration 75Q: 22 clusters Score -1.663944e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207161 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 180670 members 
Mstep: Class 6 contains 42889 members 
Mstep: Class 7 contains 54152 members 
Mstep: Class 8 contains 34771 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 181363 members 
Mstep: Class 11 contains 189406 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7840 members 
Mstep: Class 14 contains 23007 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 282895 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25655 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394448.000000 Penalty: 73383.539062
Iteration 76Q: 22 clusters Score -1.663944e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207048 members 
Mstep: Class 2 contains 50353 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 9455 members 
Mstep: Class 5 contains 180488 members 
Mstep: Class 6 contains 42852 members 
Mstep: Class 7 contains 54167 members 
Mstep: Class 8 contains 34754 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 181346 members 
Mstep: Class 11 contains 189440 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 22993 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283051 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25542 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394912.000000 Penalty: 73383.539062
Iteration 77Q: 22 clusters Score -1.663949e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 207021 members 
Mstep: Class 2 contains 50395 members 
Mstep: Class 3 contains 17588 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 180297 members 
Mstep: Class 6 contains 42812 members 
Mstep: Class 7 contains 54165 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181302 members 
Mstep: Class 11 contains 189458 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 8089 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283245 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25409 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395072.000000 Penalty: 73383.539062
Iteration 78Q: 22 clusters Score -1.663951e+08 nChanged 3014
Entering ConstructFrom: 
Score: -166395072.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (206987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206987 members 
Entering Unmasked Estep 
Score: -26606188.000000 Penalty: 3035.621826
	Iteration 0F: 2 clusters Score -2.660619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -26474478.000000 Penalty: 6071.243652
	Iteration 0F: 3 clusters Score -2.647448e+07 nChanged 99271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -26532644.000000 Penalty: 6071.243652
	Iteration 1F: 3 clusters Score -2.653264e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -26534442.000000 Penalty: 6071.243652
	Iteration 2Q: 3 clusters Score -2.653444e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -26536462.000000 Penalty: 6071.243652
	Iteration 3Q: 3 clusters Score -2.653646e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -26539506.000000 Penalty: 6071.243652
	Iteration 4Q: 3 clusters Score -2.653951e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -26543942.000000 Penalty: 6071.243652
	Iteration 5Q: 3 clusters Score -2.654394e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -26551376.000000 Penalty: 6071.243652
	Iteration 6F: 3 clusters Score -2.655138e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -26562404.000000 Penalty: 6071.243652
	Iteration 7F: 3 clusters Score -2.65624e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157706 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -26575142.000000 Penalty: 6071.243652
	Iteration 8F: 3 clusters Score -2.657514e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -26585508.000000 Penalty: 6071.243652
	Iteration 9F: 3 clusters Score -2.658551e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174443 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -26591540.000000 Penalty: 6071.243652
	Iteration 10Q: 3 clusters Score -2.659154e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -26594432.000000 Penalty: 6071.243652
	Iteration 11Q: 3 clusters Score -2.659443e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182576 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -26596370.000000 Penalty: 6071.243652
	Iteration 12Q: 3 clusters Score -2.659637e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185483 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -26597482.000000 Penalty: 6071.243652
	Iteration 13Q: 3 clusters Score -2.659748e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -26598428.000000 Penalty: 6071.243652
	Iteration 14Q: 3 clusters Score -2.659843e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190292 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -26599148.000000 Penalty: 6071.243652
	Iteration 15Q: 3 clusters Score -2.659915e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192250 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -26599628.000000 Penalty: 6071.243652
	Iteration 16Q: 3 clusters Score -2.659963e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193941 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -26600168.000000 Penalty: 6071.243652
	Iteration 17Q: 3 clusters Score -2.660017e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -26600564.000000 Penalty: 6071.243652
	Iteration 18Q: 3 clusters Score -2.660056e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196621 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -26600852.000000 Penalty: 6071.243652
	Iteration 19Q: 3 clusters Score -2.660085e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197685 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -26601006.000000 Penalty: 6071.243652
	Iteration 20F: 3 clusters Score -2.660101e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198642 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -26601214.000000 Penalty: 6071.243652
	Iteration 21Q: 3 clusters Score -2.660121e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199494 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -26601450.000000 Penalty: 6071.243652
	Iteration 22Q: 3 clusters Score -2.660145e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200252 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -26601700.000000 Penalty: 6071.243652
	Iteration 23Q: 3 clusters Score -2.66017e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200907 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -26602000.000000 Penalty: 6071.243652
	Iteration 24Q: 3 clusters Score -2.6602e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201443 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -26602270.000000 Penalty: 6071.243652
	Iteration 25Q: 3 clusters Score -2.660227e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201908 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -26602432.000000 Penalty: 6071.243652
	Iteration 26Q: 3 clusters Score -2.660243e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202296 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -26602642.000000 Penalty: 6071.243652
	Iteration 27Q: 3 clusters Score -2.660264e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202627 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -26602764.000000 Penalty: 6071.243652
	Iteration 28Q: 3 clusters Score -2.660276e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202889 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -26602878.000000 Penalty: 6071.243652
	Iteration 29Q: 3 clusters Score -2.660288e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203137 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -26602928.000000 Penalty: 6071.243652
	Iteration 30Q: 3 clusters Score -2.660293e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203346 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -26603034.000000 Penalty: 6071.243652
	Iteration 31Q: 3 clusters Score -2.660303e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203514 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -26603108.000000 Penalty: 6071.243652
	Iteration 32Q: 3 clusters Score -2.660311e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203669 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -26603180.000000 Penalty: 6071.243652
	Iteration 33Q: 3 clusters Score -2.660318e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203780 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -26603252.000000 Penalty: 6071.243652
	Iteration 34Q: 3 clusters Score -2.660325e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203878 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -26603294.000000 Penalty: 6071.243652
	Iteration 35Q: 3 clusters Score -2.660329e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203970 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -26603352.000000 Penalty: 6071.243652
	Iteration 36Q: 3 clusters Score -2.660335e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204061 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -26603374.000000 Penalty: 6071.243652
	Iteration 37Q: 3 clusters Score -2.660337e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204133 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -26603410.000000 Penalty: 6071.243652
	Iteration 38Q: 3 clusters Score -2.660341e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204198 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -26603422.000000 Penalty: 6071.243652
	Iteration 39Q: 3 clusters Score -2.660342e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204250 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -26603458.000000 Penalty: 6071.243652
	Iteration 40F: 3 clusters Score -2.660346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204298 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -26603488.000000 Penalty: 6071.243652
	Iteration 41Q: 3 clusters Score -2.660349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204345 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -26603488.000000 Penalty: 6071.243652
	Iteration 42Q: 3 clusters Score -2.660349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204386 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -26603494.000000 Penalty: 6071.243652
	Iteration 43Q: 3 clusters Score -2.660349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204433 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -26603522.000000 Penalty: 6071.243652
	Iteration 44Q: 3 clusters Score -2.660352e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204466 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -26603556.000000 Penalty: 6071.243652
	Iteration 45Q: 3 clusters Score -2.660356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204499 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -26603554.000000 Penalty: 6071.243652
	Iteration 46Q: 3 clusters Score -2.660355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204529 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -26603588.000000 Penalty: 6071.243652
	Iteration 47Q: 3 clusters Score -2.660359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204552 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -26603570.000000 Penalty: 6071.243652
	Iteration 48Q: 3 clusters Score -2.660357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -26603574.000000 Penalty: 6071.243652
	Iteration 49Q: 3 clusters Score -2.660357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204588 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -26603596.000000 Penalty: 6071.243652
	Iteration 50Q: 3 clusters Score -2.66036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204615 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -26603600.000000 Penalty: 6071.243652
	Iteration 51Q: 3 clusters Score -2.66036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204633 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26603622.000000 Penalty: 6071.243652
	Iteration 52Q: 3 clusters Score -2.660362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204654 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26603614.000000 Penalty: 6071.243652
	Iteration 53Q: 3 clusters Score -2.660361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204665 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -26603622.000000 Penalty: 6071.243652
	Iteration 54Q: 3 clusters Score -2.660362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204683 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26603672.000000 Penalty: 6071.243652
	Iteration 55Q: 3 clusters Score -2.660367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -26603650.000000 Penalty: 6071.243652
	Iteration 56Q: 3 clusters Score -2.660365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204711 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -26603642.000000 Penalty: 6071.243652
	Iteration 57Q: 3 clusters Score -2.660364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204714 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -26603640.000000 Penalty: 6071.243652
	Iteration 58Q: 3 clusters Score -2.660364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204718 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -26603656.000000 Penalty: 6071.243652
	Iteration 59Q: 3 clusters Score -2.660366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204724 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -26603670.000000 Penalty: 6071.243652
	Iteration 60F: 3 clusters Score -2.660367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204726 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -26603672.000000 Penalty: 6071.243652
	Iteration 61Q: 3 clusters Score -2.660367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204726 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -26603670.000000 Penalty: 6071.243652
	Iteration 62Q: 3 clusters Score -2.660367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204727 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -26603668.000000 Penalty: 6071.243652
	Iteration 63Q: 3 clusters Score -2.660367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204729 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -26603666.000000 Penalty: 6071.243652
	Iteration 64Q: 3 clusters Score -2.660367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204731 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -26603668.000000 Penalty: 6071.243652
	Iteration 65Q: 3 clusters Score -2.660367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204732 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -26603668.000000 Penalty: 6071.243652
	Iteration 66Q: 3 clusters Score -2.660367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204734 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -26603666.000000 Penalty: 6071.243652
	Iteration 67Q: 3 clusters Score -2.660367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204738 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -26603662.000000 Penalty: 6071.243652
	Iteration 68Q: 3 clusters Score -2.660366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204743 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -26603686.000000 Penalty: 6071.243652
	Iteration 69Q: 3 clusters Score -2.660369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204747 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -26603670.000000 Penalty: 6071.243652
	Iteration 70Q: 3 clusters Score -2.660367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204751 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -26603660.000000 Penalty: 6071.243652
	Iteration 71Q: 3 clusters Score -2.660366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204754 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -26603650.000000 Penalty: 6071.243652
	Iteration 72Q: 3 clusters Score -2.660365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204757 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -26603658.000000 Penalty: 6071.243652
	Iteration 73Q: 3 clusters Score -2.660366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204761 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -26603682.000000 Penalty: 6071.243652
	Iteration 74Q: 3 clusters Score -2.660368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204764 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -26603694.000000 Penalty: 6071.243652
	Iteration 75Q: 3 clusters Score -2.660369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -26603706.000000 Penalty: 6071.243652
	Iteration 76Q: 3 clusters Score -2.660371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204781 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -26603720.000000 Penalty: 6071.243652
	Iteration 77Q: 3 clusters Score -2.660372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204790 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -26603722.000000 Penalty: 6071.243652
	Iteration 78Q: 3 clusters Score -2.660372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204802 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -26603728.000000 Penalty: 6071.243652
	Iteration 79Q: 3 clusters Score -2.660373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -26603744.000000 Penalty: 6071.243652
	Iteration 80F: 3 clusters Score -2.660374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204824 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -26603740.000000 Penalty: 6071.243652
	Iteration 81Q: 3 clusters Score -2.660374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204831 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26603734.000000 Penalty: 6071.243652
	Iteration 82Q: 3 clusters Score -2.660373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204840 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -26603734.000000 Penalty: 6071.243652
	Iteration 83Q: 3 clusters Score -2.660373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204850 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -26603752.000000 Penalty: 6071.243652
	Iteration 84Q: 3 clusters Score -2.660375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204860 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -26603760.000000 Penalty: 6071.243652
	Iteration 85Q: 3 clusters Score -2.660376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204870 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -26603768.000000 Penalty: 6071.243652
	Iteration 86Q: 3 clusters Score -2.660377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204873 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -26603756.000000 Penalty: 6071.243652
	Iteration 87Q: 3 clusters Score -2.660376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204879 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -26603762.000000 Penalty: 6071.243652
	Iteration 88Q: 3 clusters Score -2.660376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204882 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -26603772.000000 Penalty: 6071.243652
	Iteration 89Q: 3 clusters Score -2.660377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204884 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -26603760.000000 Penalty: 6071.243652
	Iteration 90Q: 3 clusters Score -2.660376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204887 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -26603776.000000 Penalty: 6071.243652
	Iteration 91Q: 3 clusters Score -2.660378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204889 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26603778.000000 Penalty: 6071.243652
	Iteration 92Q: 3 clusters Score -2.660378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26603794.000000 Penalty: 6071.243652
	Iteration 93Q: 3 clusters Score -2.660379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204892 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26603786.000000 Penalty: 6071.243652
	Iteration 94Q: 3 clusters Score -2.660379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204891 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -26603770.000000 Penalty: 6071.243652
	Iteration 95Q: 3 clusters Score -2.660377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26603768.000000 Penalty: 6071.243652
	Iteration 96Q: 3 clusters Score -2.660377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204889 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26603754.000000 Penalty: 6071.243652
	Iteration 97Q: 3 clusters Score -2.660375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204889 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26603754.000000 Penalty: 6071.243652
	Iteration 98F: 3 clusters Score -2.660375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Entering Unmasked Estep 
Score: -6361040.500000 Penalty: 2685.472900
	Iteration 0F: 2 clusters Score -6361040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6327042.500000 Penalty: 5370.945801
	Iteration 0F: 3 clusters Score -6327042 nChanged 23357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -6339938.500000 Penalty: 5370.945801
	Iteration 1F: 3 clusters Score -6339938 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -6340380.500000 Penalty: 5370.945801
	Iteration 2Q: 3 clusters Score -6340380 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -6340735.000000 Penalty: 5370.945801
	Iteration 3Q: 3 clusters Score -6340735 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -6341067.000000 Penalty: 5370.945801
	Iteration 4Q: 3 clusters Score -6341067 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -6341435.000000 Penalty: 5370.945801
	Iteration 5Q: 3 clusters Score -6341435 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6341887.000000 Penalty: 5370.945801
	Iteration 6Q: 3 clusters Score -6341887 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6342524.000000 Penalty: 5370.945801
	Iteration 7Q: 3 clusters Score -6342524 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -6343609.000000 Penalty: 5370.945801
	Iteration 8Q: 3 clusters Score -6343609 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6345409.000000 Penalty: 5370.945801
	Iteration 9F: 3 clusters Score -6345409 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -6348098.000000 Penalty: 5370.945801
	Iteration 10F: 3 clusters Score -6348098 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6351400.500000 Penalty: 5370.945801
	Iteration 11F: 3 clusters Score -6351400 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6354361.000000 Penalty: 5370.945801
	Iteration 12F: 3 clusters Score -6354361 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6356496.500000 Penalty: 5370.945801
	Iteration 13Q: 3 clusters Score -6356496 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6357640.000000 Penalty: 5370.945801
	Iteration 14Q: 3 clusters Score -6357640 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6358174.000000 Penalty: 5370.945801
	Iteration 15Q: 3 clusters Score -6358174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6358407.500000 Penalty: 5370.945801
	Iteration 16Q: 3 clusters Score -6358408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6358491.000000 Penalty: 5370.945801
	Iteration 17Q: 3 clusters Score -6358491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6358560.500000 Penalty: 5370.945801
	Iteration 18Q: 3 clusters Score -6358560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6358597.000000 Penalty: 5370.945801
	Iteration 19Q: 3 clusters Score -6358597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6358608.500000 Penalty: 5370.945801
	Iteration 20F: 3 clusters Score -6358608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6358623.000000 Penalty: 5370.945801
	Iteration 21Q: 3 clusters Score -6358623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6358631.000000 Penalty: 5370.945801
	Iteration 22Q: 3 clusters Score -6358631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6358631.500000 Penalty: 5370.945801
	Iteration 23Q: 3 clusters Score -6358632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6358637.500000 Penalty: 5370.945801
	Iteration 24Q: 3 clusters Score -6358638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6358639.000000 Penalty: 5370.945801
	Iteration 25Q: 3 clusters Score -6358639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6358650.500000 Penalty: 5370.945801
	Iteration 26Q: 3 clusters Score -6358650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6358653.500000 Penalty: 5370.945801
	Iteration 27Q: 3 clusters Score -6358654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6358655.500000 Penalty: 5370.945801
	Iteration 28Q: 3 clusters Score -6358656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6358660.500000 Penalty: 5370.945801
	Iteration 29Q: 3 clusters Score -6358660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6358661.500000 Penalty: 5370.945801
	Iteration 30Q: 3 clusters Score -6358662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6358661.500000 Penalty: 5370.945801
	Iteration 31F: 3 clusters Score -6358662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Entering Unmasked Estep 
Score: -2295254.000000 Penalty: 2424.474854
	Iteration 0F: 2 clusters Score -2295254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2282798.500000 Penalty: 4848.949707
	Iteration 0F: 3 clusters Score -2282798 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2286929.500000 Penalty: 4848.949707
	Iteration 1F: 3 clusters Score -2286930 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2287304.000000 Penalty: 4848.949707
	Iteration 2F: 3 clusters Score -2287304 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2287595.750000 Penalty: 4848.949707
	Iteration 3Q: 3 clusters Score -2287596 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2287862.250000 Penalty: 4848.949707
	Iteration 4Q: 3 clusters Score -2287862 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2288132.000000 Penalty: 4848.949707
	Iteration 5Q: 3 clusters Score -2288132 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2288430.250000 Penalty: 4848.949707
	Iteration 6Q: 3 clusters Score -2288430 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2288802.500000 Penalty: 4848.949707
	Iteration 7Q: 3 clusters Score -2288802 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2289267.500000 Penalty: 4848.949707
	Iteration 8Q: 3 clusters Score -2289268 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2289904.500000 Penalty: 4848.949707
	Iteration 9F: 3 clusters Score -2289904 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2290585.500000 Penalty: 4848.949707
	Iteration 10F: 3 clusters Score -2290586 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2291255.000000 Penalty: 4848.949707
	Iteration 11F: 3 clusters Score -2291255 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2291792.000000 Penalty: 4848.949707
	Iteration 12Q: 3 clusters Score -2291792 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2292208.500000 Penalty: 4848.949707
	Iteration 13Q: 3 clusters Score -2292208 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2292466.750000 Penalty: 4848.949707
	Iteration 14Q: 3 clusters Score -2292467 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2292641.500000 Penalty: 4848.949707
	Iteration 15Q: 3 clusters Score -2292642 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2292748.500000 Penalty: 4848.949707
	Iteration 16Q: 3 clusters Score -2292748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2292805.500000 Penalty: 4848.949707
	Iteration 17Q: 3 clusters Score -2292806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2292847.250000 Penalty: 4848.949707
	Iteration 18Q: 3 clusters Score -2292847 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2292884.500000 Penalty: 4848.949707
	Iteration 19Q: 3 clusters Score -2292884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2292914.500000 Penalty: 4848.949707
	Iteration 20F: 3 clusters Score -2292914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2292943.250000 Penalty: 4848.949707
	Iteration 21Q: 3 clusters Score -2292943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2292961.000000 Penalty: 4848.949707
	Iteration 22Q: 3 clusters Score -2292961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2292970.250000 Penalty: 4848.949707
	Iteration 23Q: 3 clusters Score -2292970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2292982.750000 Penalty: 4848.949707
	Iteration 24Q: 3 clusters Score -2292983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2292996.250000 Penalty: 4848.949707
	Iteration 25Q: 3 clusters Score -2292996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2293016.250000 Penalty: 4848.949707
	Iteration 26Q: 3 clusters Score -2293016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2293031.500000 Penalty: 4848.949707
	Iteration 27Q: 3 clusters Score -2293032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2293030.500000 Penalty: 4848.949707
	Iteration 28Q: 3 clusters Score -2293030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2293037.000000 Penalty: 4848.949707
	Iteration 29Q: 3 clusters Score -2293037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2293046.000000 Penalty: 4848.949707
	Iteration 30Q: 3 clusters Score -2293046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2293045.000000 Penalty: 4848.949707
	Iteration 31Q: 3 clusters Score -2293045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2293051.750000 Penalty: 4848.949707
	Iteration 32Q: 3 clusters Score -2293052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2293052.250000 Penalty: 4848.949707
	Iteration 33Q: 3 clusters Score -2293052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2293055.250000 Penalty: 4848.949707
	Iteration 34Q: 3 clusters Score -2293055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2293061.500000 Penalty: 4848.949707
	Iteration 35Q: 3 clusters Score -2293062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2293066.250000 Penalty: 4848.949707
	Iteration 36Q: 3 clusters Score -2293066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2293069.000000 Penalty: 4848.949707
	Iteration 37Q: 3 clusters Score -2293069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2293068.750000 Penalty: 4848.949707
	Iteration 38Q: 3 clusters Score -2293069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2293067.750000 Penalty: 4848.949707
	Iteration 39Q: 3 clusters Score -2293068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2293072.750000 Penalty: 4848.949707
	Iteration 40F: 3 clusters Score -2293073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2293077.000000 Penalty: 4848.949707
	Iteration 41Q: 3 clusters Score -2293077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2293083.500000 Penalty: 4848.949707
	Iteration 42Q: 3 clusters Score -2293084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2293076.750000 Penalty: 4848.949707
	Iteration 43Q: 3 clusters Score -2293077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2293081.250000 Penalty: 4848.949707
	Iteration 44Q: 3 clusters Score -2293081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2293086.250000 Penalty: 4848.949707
	Iteration 45Q: 3 clusters Score -2293086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2293093.750000 Penalty: 4848.949707
	Iteration 46Q: 3 clusters Score -2293094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2293098.500000 Penalty: 4848.949707
	Iteration 47Q: 3 clusters Score -2293098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2293108.250000 Penalty: 4848.949707
	Iteration 48Q: 3 clusters Score -2293108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2293111.250000 Penalty: 4848.949707
	Iteration 49Q: 3 clusters Score -2293111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2293120.000000 Penalty: 4848.949707
	Iteration 50Q: 3 clusters Score -2293120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2293129.250000 Penalty: 4848.949707
	Iteration 51Q: 3 clusters Score -2293129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2293138.750000 Penalty: 4848.949707
	Iteration 52Q: 3 clusters Score -2293139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2293148.500000 Penalty: 4848.949707
	Iteration 53Q: 3 clusters Score -2293148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2293150.500000 Penalty: 4848.949707
	Iteration 54Q: 3 clusters Score -2293150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2293161.750000 Penalty: 4848.949707
	Iteration 55Q: 3 clusters Score -2293162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2293167.750000 Penalty: 4848.949707
	Iteration 56Q: 3 clusters Score -2293168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2293177.000000 Penalty: 4848.949707
	Iteration 57Q: 3 clusters Score -2293177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2293186.250000 Penalty: 4848.949707
	Iteration 58Q: 3 clusters Score -2293186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2293186.250000 Penalty: 4848.949707
	Iteration 59Q: 3 clusters Score -2293186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2293191.750000 Penalty: 4848.949707
	Iteration 60F: 3 clusters Score -2293192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2293191.500000 Penalty: 4848.949707
	Iteration 61Q: 3 clusters Score -2293192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2293201.750000 Penalty: 4848.949707
	Iteration 62Q: 3 clusters Score -2293202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2293204.250000 Penalty: 4848.949707
	Iteration 63Q: 3 clusters Score -2293204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2293208.250000 Penalty: 4848.949707
	Iteration 64Q: 3 clusters Score -2293208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2293216.000000 Penalty: 4848.949707
	Iteration 65Q: 3 clusters Score -2293216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2293224.750000 Penalty: 4848.949707
	Iteration 66Q: 3 clusters Score -2293225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2293226.500000 Penalty: 4848.949707
	Iteration 67Q: 3 clusters Score -2293226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2293233.000000 Penalty: 4848.949707
	Iteration 68Q: 3 clusters Score -2293233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2293235.250000 Penalty: 4848.949707
	Iteration 69Q: 3 clusters Score -2293235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2293238.250000 Penalty: 4848.949707
	Iteration 70Q: 3 clusters Score -2293238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2293238.000000 Penalty: 4848.949707
	Iteration 71Q: 3 clusters Score -2293238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2293240.500000 Penalty: 4848.949707
	Iteration 72Q: 3 clusters Score -2293240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2293242.500000 Penalty: 4848.949707
	Iteration 73Q: 3 clusters Score -2293242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2293248.500000 Penalty: 4848.949707
	Iteration 74Q: 3 clusters Score -2293248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2293251.000000 Penalty: 4848.949707
	Iteration 75Q: 3 clusters Score -2293251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2293249.750000 Penalty: 4848.949707
	Iteration 76Q: 3 clusters Score -2293250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2293253.250000 Penalty: 4848.949707
	Iteration 77Q: 3 clusters Score -2293253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2293262.250000 Penalty: 4848.949707
	Iteration 78Q: 3 clusters Score -2293262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2293259.750000 Penalty: 4848.949707
	Iteration 79Q: 3 clusters Score -2293260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2293266.000000 Penalty: 4848.949707
	Iteration 80F: 3 clusters Score -2293266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2293265.000000 Penalty: 4848.949707
	Iteration 81Q: 3 clusters Score -2293265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2293266.250000 Penalty: 4848.949707
	Iteration 82Q: 3 clusters Score -2293266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2293268.750000 Penalty: 4848.949707
	Iteration 83Q: 3 clusters Score -2293269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2293265.250000 Penalty: 4848.949707
	Iteration 84Q: 3 clusters Score -2293265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2293267.750000 Penalty: 4848.949707
	Iteration 85Q: 3 clusters Score -2293268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2293265.750000 Penalty: 4848.949707
	Iteration 86Q: 3 clusters Score -2293266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2293268.250000 Penalty: 4848.949707
	Iteration 87Q: 3 clusters Score -2293268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2293268.750000 Penalty: 4848.949707
	Iteration 88Q: 3 clusters Score -2293269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2293275.500000 Penalty: 4848.949707
	Iteration 89Q: 3 clusters Score -2293276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2293276.000000 Penalty: 4848.949707
	Iteration 90Q: 3 clusters Score -2293276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2293278.500000 Penalty: 4848.949707
	Iteration 91Q: 3 clusters Score -2293278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2293282.250000 Penalty: 4848.949707
	Iteration 92Q: 3 clusters Score -2293282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2293283.000000 Penalty: 4848.949707
	Iteration 93Q: 3 clusters Score -2293283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2293287.250000 Penalty: 4848.949707
	Iteration 94Q: 3 clusters Score -2293287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2293291.000000 Penalty: 4848.949707
	Iteration 95Q: 3 clusters Score -2293291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2293285.750000 Penalty: 4848.949707
	Iteration 96Q: 3 clusters Score -2293286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2293285.000000 Penalty: 4848.949707
	Iteration 97Q: 3 clusters Score -2293285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2293286.750000 Penalty: 4848.949707
	Iteration 98Q: 3 clusters Score -2293287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2293286.750000 Penalty: 4848.949707
	Iteration 99F: 3 clusters Score -2293287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1196257.125000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1196257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1188779.750000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1188780 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1190920.375000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1190920 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1191224.750000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1191225 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1191449.625000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1191450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1191613.250000 Penalty: 4551.735840
	Iteration 4Q: 3 clusters Score -1191613 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1191741.500000 Penalty: 4551.735840
	Iteration 5Q: 3 clusters Score -1191742 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1191853.500000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1191854 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1191978.000000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1191978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1192094.500000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1192094 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1192231.750000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1192232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1192382.000000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1192382 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1192540.500000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1192540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1192734.000000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1192734 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1192924.750000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1192925 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1193133.750000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1193134 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1193307.375000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1193307 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1193485.875000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1193486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1193626.000000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1193626 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1193748.500000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1193748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1193832.750000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1193833 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1193915.500000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1193916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1193982.625000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1193983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1194033.000000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1194033 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1194068.500000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1194068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1194102.750000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1194103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1194137.250000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1194137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1194159.000000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1194159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1194183.250000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1194183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1194197.375000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1194197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1194212.500000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1194212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1194219.625000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1194220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1194223.375000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1194223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1194222.000000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1194222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1194228.000000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1194228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1194226.625000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1194227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1194229.250000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1194229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1194230.125000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1194230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1194230.250000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1194230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1194234.375000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1194234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1194235.000000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1194235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1194232.750000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1194233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1194239.750000 Penalty: 4551.735840
	Iteration 41Q: 3 clusters Score -1194240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1194239.875000 Penalty: 4551.735840
	Iteration 42Q: 3 clusters Score -1194240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1194241.375000 Penalty: 4551.735840
	Iteration 43Q: 3 clusters Score -1194241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1194241.500000 Penalty: 4551.735840
	Iteration 44Q: 3 clusters Score -1194242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1194243.500000 Penalty: 4551.735840
	Iteration 45Q: 3 clusters Score -1194244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1194243.375000 Penalty: 4551.735840
	Iteration 46Q: 3 clusters Score -1194243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1194242.875000 Penalty: 4551.735840
	Iteration 47Q: 3 clusters Score -1194243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1194242.500000 Penalty: 4551.735840
	Iteration 48Q: 3 clusters Score -1194242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1194242.875000 Penalty: 4551.735840
	Iteration 49Q: 3 clusters Score -1194243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1194244.125000 Penalty: 4551.735840
	Iteration 50Q: 3 clusters Score -1194244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1194244.125000 Penalty: 4551.735840
	Iteration 51F: 3 clusters Score -1194244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180125 members 
Entering Unmasked Estep 
Score: -23351132.000000 Penalty: 3001.148682
	Iteration 0F: 2 clusters Score -2.335113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -23236142.000000 Penalty: 6002.297363
	Iteration 0F: 3 clusters Score -2.323614e+07 nChanged 86301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -23286368.000000 Penalty: 6002.297363
	Iteration 1F: 3 clusters Score -2.328637e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -23287386.000000 Penalty: 6002.297363
	Iteration 2Q: 3 clusters Score -2.328739e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -23288532.000000 Penalty: 6002.297363
	Iteration 3Q: 3 clusters Score -2.328853e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -23290648.000000 Penalty: 6002.297363
	Iteration 4Q: 3 clusters Score -2.329065e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -23294396.000000 Penalty: 6002.297363
	Iteration 5Q: 3 clusters Score -2.32944e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -23301894.000000 Penalty: 6002.297363
	Iteration 6F: 3 clusters Score -2.330189e+07 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -23314994.000000 Penalty: 6002.297363
	Iteration 7F: 3 clusters Score -2.331499e+07 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158671 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -23331524.000000 Penalty: 6002.297363
	Iteration 8F: 3 clusters Score -2.333152e+07 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -23343592.000000 Penalty: 6002.297363
	Iteration 9F: 3 clusters Score -2.334359e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177981 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23347208.000000 Penalty: 6002.297363
	Iteration 10Q: 3 clusters Score -2.334721e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -23348010.000000 Penalty: 6002.297363
	Iteration 11Q: 3 clusters Score -2.334801e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179854 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23348310.000000 Penalty: 6002.297363
	Iteration 12Q: 3 clusters Score -2.334831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23348366.000000 Penalty: 6002.297363
	Iteration 13Q: 3 clusters Score -2.334837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179938 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23348388.000000 Penalty: 6002.297363
	Iteration 14Q: 3 clusters Score -2.334839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179946 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23348402.000000 Penalty: 6002.297363
	Iteration 15Q: 3 clusters Score -2.33484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23348412.000000 Penalty: 6002.297363
	Iteration 16Q: 3 clusters Score -2.334841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179953 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23348438.000000 Penalty: 6002.297363
	Iteration 17Q: 3 clusters Score -2.334844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179952 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23348446.000000 Penalty: 6002.297363
	Iteration 18Q: 3 clusters Score -2.334845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179952 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23348446.000000 Penalty: 6002.297363
	Iteration 19F: 3 clusters Score -2.334845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Entering Unmasked Estep 
Score: -5555043.500000 Penalty: 2644.559326
	Iteration 0F: 2 clusters Score -5555044 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 21296 members 
Entering Unmasked Estep 
Score: -5526051.500000 Penalty: 5289.118652
	Iteration 0F: 3 clusters Score -5526052 nChanged 19604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5536855.000000 Penalty: 5289.118652
	Iteration 1F: 3 clusters Score -5536855 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5537414.500000 Penalty: 5289.118652
	Iteration 2Q: 3 clusters Score -5537414 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5538078.500000 Penalty: 5289.118652
	Iteration 3Q: 3 clusters Score -5538078 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5538862.500000 Penalty: 5289.118652
	Iteration 4Q: 3 clusters Score -5538862 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5540046.000000 Penalty: 5289.118652
	Iteration 5F: 3 clusters Score -5540046 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5541818.500000 Penalty: 5289.118652
	Iteration 6F: 3 clusters Score -5541818 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5544152.000000 Penalty: 5289.118652
	Iteration 7F: 3 clusters Score -5544152 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5547067.000000 Penalty: 5289.118652
	Iteration 8F: 3 clusters Score -5547067 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -5549704.000000 Penalty: 5289.118652
	Iteration 9F: 3 clusters Score -5549704 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5551316.500000 Penalty: 5289.118652
	Iteration 10Q: 3 clusters Score -5551316 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5552108.000000 Penalty: 5289.118652
	Iteration 11Q: 3 clusters Score -5552108 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5552433.000000 Penalty: 5289.118652
	Iteration 12Q: 3 clusters Score -5552433 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5552591.500000 Penalty: 5289.118652
	Iteration 13Q: 3 clusters Score -5552592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5552709.000000 Penalty: 5289.118652
	Iteration 14Q: 3 clusters Score -5552709 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5552769.500000 Penalty: 5289.118652
	Iteration 15Q: 3 clusters Score -5552770 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -5552816.000000 Penalty: 5289.118652
	Iteration 16Q: 3 clusters Score -5552816 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5552862.500000 Penalty: 5289.118652
	Iteration 17Q: 3 clusters Score -5552862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5552913.500000 Penalty: 5289.118652
	Iteration 18Q: 3 clusters Score -5552914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5552934.000000 Penalty: 5289.118652
	Iteration 19Q: 3 clusters Score -5552934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5552945.500000 Penalty: 5289.118652
	Iteration 20F: 3 clusters Score -5552946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5552957.500000 Penalty: 5289.118652
	Iteration 21Q: 3 clusters Score -5552958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5552969.000000 Penalty: 5289.118652
	Iteration 22Q: 3 clusters Score -5552969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5552982.500000 Penalty: 5289.118652
	Iteration 23Q: 3 clusters Score -5552982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5553000.500000 Penalty: 5289.118652
	Iteration 24Q: 3 clusters Score -5553000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5553005.000000 Penalty: 5289.118652
	Iteration 25Q: 3 clusters Score -5553005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5553008.500000 Penalty: 5289.118652
	Iteration 26Q: 3 clusters Score -5553008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5553018.500000 Penalty: 5289.118652
	Iteration 27Q: 3 clusters Score -5553018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5553030.500000 Penalty: 5289.118652
	Iteration 28Q: 3 clusters Score -5553030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5553033.500000 Penalty: 5289.118652
	Iteration 29Q: 3 clusters Score -5553034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5553048.000000 Penalty: 5289.118652
	Iteration 30Q: 3 clusters Score -5553048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5553061.000000 Penalty: 5289.118652
	Iteration 31Q: 3 clusters Score -5553061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5553068.500000 Penalty: 5289.118652
	Iteration 32Q: 3 clusters Score -5553068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5553085.000000 Penalty: 5289.118652
	Iteration 33Q: 3 clusters Score -5553085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5553092.000000 Penalty: 5289.118652
	Iteration 34Q: 3 clusters Score -5553092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5553103.500000 Penalty: 5289.118652
	Iteration 35Q: 3 clusters Score -5553104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5553107.000000 Penalty: 5289.118652
	Iteration 36Q: 3 clusters Score -5553107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5553121.500000 Penalty: 5289.118652
	Iteration 37Q: 3 clusters Score -5553122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5553125.500000 Penalty: 5289.118652
	Iteration 38Q: 3 clusters Score -5553126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5553130.000000 Penalty: 5289.118652
	Iteration 39Q: 3 clusters Score -5553130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5553125.500000 Penalty: 5289.118652
	Iteration 40F: 3 clusters Score -5553126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5553134.500000 Penalty: 5289.118652
	Iteration 41Q: 3 clusters Score -5553134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5553142.000000 Penalty: 5289.118652
	Iteration 42Q: 3 clusters Score -5553142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5553143.500000 Penalty: 5289.118652
	Iteration 43Q: 3 clusters Score -5553144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5553142.000000 Penalty: 5289.118652
	Iteration 44Q: 3 clusters Score -5553142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5553143.500000 Penalty: 5289.118652
	Iteration 45Q: 3 clusters Score -5553144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5553135.500000 Penalty: 5289.118652
	Iteration 46Q: 3 clusters Score -5553136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5553144.500000 Penalty: 5289.118652
	Iteration 47Q: 3 clusters Score -5553144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5553138.500000 Penalty: 5289.118652
	Iteration 48Q: 3 clusters Score -5553138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5553143.000000 Penalty: 5289.118652
	Iteration 49Q: 3 clusters Score -5553143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5553146.500000 Penalty: 5289.118652
	Iteration 50Q: 3 clusters Score -5553146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5553146.000000 Penalty: 5289.118652
	Iteration 51Q: 3 clusters Score -5553146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5553137.500000 Penalty: 5289.118652
	Iteration 52Q: 3 clusters Score -5553138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5553140.500000 Penalty: 5289.118652
	Iteration 53Q: 3 clusters Score -5553140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5553143.000000 Penalty: 5289.118652
	Iteration 54Q: 3 clusters Score -5553143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5553143.000000 Penalty: 5289.118652
	Iteration 55Q: 3 clusters Score -5553143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5553142.500000 Penalty: 5289.118652
	Iteration 56Q: 3 clusters Score -5553142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5553138.000000 Penalty: 5289.118652
	Iteration 57Q: 3 clusters Score -5553138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5553141.500000 Penalty: 5289.118652
	Iteration 58Q: 3 clusters Score -5553142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5553140.500000 Penalty: 5289.118652
	Iteration 59Q: 3 clusters Score -5553140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5553142.500000 Penalty: 5289.118652
	Iteration 60F: 3 clusters Score -5553142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5553148.000000 Penalty: 5289.118652
	Iteration 61Q: 3 clusters Score -5553148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5553142.000000 Penalty: 5289.118652
	Iteration 62Q: 3 clusters Score -5553142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5553149.500000 Penalty: 5289.118652
	Iteration 63Q: 3 clusters Score -5553150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5553145.500000 Penalty: 5289.118652
	Iteration 64Q: 3 clusters Score -5553146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5553160.000000 Penalty: 5289.118652
	Iteration 65Q: 3 clusters Score -5553160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5553159.500000 Penalty: 5289.118652
	Iteration 66Q: 3 clusters Score -5553160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5553149.500000 Penalty: 5289.118652
	Iteration 67Q: 3 clusters Score -5553150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5553151.000000 Penalty: 5289.118652
	Iteration 68Q: 3 clusters Score -5553151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5553149.000000 Penalty: 5289.118652
	Iteration 69Q: 3 clusters Score -5553149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5553150.500000 Penalty: 5289.118652
	Iteration 70Q: 3 clusters Score -5553150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5553157.000000 Penalty: 5289.118652
	Iteration 71Q: 3 clusters Score -5553157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5553155.000000 Penalty: 5289.118652
	Iteration 72Q: 3 clusters Score -5553155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5553160.500000 Penalty: 5289.118652
	Iteration 73Q: 3 clusters Score -5553160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5553164.500000 Penalty: 5289.118652
	Iteration 74Q: 3 clusters Score -5553164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5553160.000000 Penalty: 5289.118652
	Iteration 75Q: 3 clusters Score -5553160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5553158.000000 Penalty: 5289.118652
	Iteration 76Q: 3 clusters Score -5553158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5553161.500000 Penalty: 5289.118652
	Iteration 77Q: 3 clusters Score -5553162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5553165.500000 Penalty: 5289.118652
	Iteration 78Q: 3 clusters Score -5553166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5553167.500000 Penalty: 5289.118652
	Iteration 79Q: 3 clusters Score -5553168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5553167.500000 Penalty: 5289.118652
	Iteration 80F: 3 clusters Score -5553168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Entering Unmasked Estep 
Score: -7066503.500000 Penalty: 2703.152588
	Iteration 0F: 2 clusters Score -7066504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7030049.000000 Penalty: 5406.305176
	Iteration 0F: 3 clusters Score -7030049 nChanged 25051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -7043787.000000 Penalty: 5406.305176
	Iteration 1F: 3 clusters Score -7043787 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7044302.500000 Penalty: 5406.305176
	Iteration 2Q: 3 clusters Score -7044302 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -7044730.000000 Penalty: 5406.305176
	Iteration 3Q: 3 clusters Score -7044730 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7045084.000000 Penalty: 5406.305176
	Iteration 4Q: 3 clusters Score -7045084 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7045532.500000 Penalty: 5406.305176
	Iteration 5Q: 3 clusters Score -7045532 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -7046121.000000 Penalty: 5406.305176
	Iteration 6Q: 3 clusters Score -7046121 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7047265.500000 Penalty: 5406.305176
	Iteration 7Q: 3 clusters Score -7047266 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -7049229.500000 Penalty: 5406.305176
	Iteration 8F: 3 clusters Score -7049230 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7052294.500000 Penalty: 5406.305176
	Iteration 9F: 3 clusters Score -7052294 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -7056356.500000 Penalty: 5406.305176
	Iteration 10F: 3 clusters Score -7056356 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -7060152.000000 Penalty: 5406.305176
	Iteration 11F: 3 clusters Score -7060152 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -7062472.000000 Penalty: 5406.305176
	Iteration 12Q: 3 clusters Score -7062472 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -7063504.000000 Penalty: 5406.305176
	Iteration 13Q: 3 clusters Score -7063504 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -7063908.500000 Penalty: 5406.305176
	Iteration 14Q: 3 clusters Score -7063908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7064143.000000 Penalty: 5406.305176
	Iteration 15Q: 3 clusters Score -7064143 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -7064275.500000 Penalty: 5406.305176
	Iteration 16Q: 3 clusters Score -7064276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -7064378.000000 Penalty: 5406.305176
	Iteration 17Q: 3 clusters Score -7064378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -7064409.000000 Penalty: 5406.305176
	Iteration 18Q: 3 clusters Score -7064409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -7064428.500000 Penalty: 5406.305176
	Iteration 19Q: 3 clusters Score -7064428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -7064452.000000 Penalty: 5406.305176
	Iteration 20F: 3 clusters Score -7064452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -7064456.000000 Penalty: 5406.305176
	Iteration 21Q: 3 clusters Score -7064456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -7064459.000000 Penalty: 5406.305176
	Iteration 22Q: 3 clusters Score -7064459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7064468.500000 Penalty: 5406.305176
	Iteration 23Q: 3 clusters Score -7064468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -7064473.500000 Penalty: 5406.305176
	Iteration 24Q: 3 clusters Score -7064474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7064473.000000 Penalty: 5406.305176
	Iteration 25Q: 3 clusters Score -7064473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -7064471.500000 Penalty: 5406.305176
	Iteration 26Q: 3 clusters Score -7064472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7064468.000000 Penalty: 5406.305176
	Iteration 27Q: 3 clusters Score -7064468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7064482.000000 Penalty: 5406.305176
	Iteration 28Q: 3 clusters Score -7064482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7064471.000000 Penalty: 5406.305176
	Iteration 29Q: 3 clusters Score -7064471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -7064472.500000 Penalty: 5406.305176
	Iteration 30Q: 3 clusters Score -7064472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -7064479.500000 Penalty: 5406.305176
	Iteration 31Q: 3 clusters Score -7064480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -7064479.500000 Penalty: 5406.305176
	Iteration 32F: 3 clusters Score -7064480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Entering Unmasked Estep 
Score: -4520986.000000 Penalty: 2592.678955
	Iteration 0F: 2 clusters Score -4520986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4497224.500000 Penalty: 5185.357910
	Iteration 0F: 3 clusters Score -4497224 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4505880.500000 Penalty: 5185.357910
	Iteration 1F: 3 clusters Score -4505880 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4506400.500000 Penalty: 5185.357910
	Iteration 2Q: 3 clusters Score -4506400 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4506809.500000 Penalty: 5185.357910
	Iteration 3Q: 3 clusters Score -4506810 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4507277.000000 Penalty: 5185.357910
	Iteration 4Q: 3 clusters Score -4507277 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4507874.500000 Penalty: 5185.357910
	Iteration 5Q: 3 clusters Score -4507874 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4508747.000000 Penalty: 5185.357910
	Iteration 6Q: 3 clusters Score -4508747 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4510035.000000 Penalty: 5185.357910
	Iteration 7F: 3 clusters Score -4510035 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4511798.500000 Penalty: 5185.357910
	Iteration 8F: 3 clusters Score -4511798 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4513933.000000 Penalty: 5185.357910
	Iteration 9F: 3 clusters Score -4513933 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4515975.500000 Penalty: 5185.357910
	Iteration 10F: 3 clusters Score -4515976 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4517336.000000 Penalty: 5185.357910
	Iteration 11Q: 3 clusters Score -4517336 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4518045.500000 Penalty: 5185.357910
	Iteration 12Q: 3 clusters Score -4518046 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4518323.500000 Penalty: 5185.357910
	Iteration 13Q: 3 clusters Score -4518324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4518482.000000 Penalty: 5185.357910
	Iteration 14Q: 3 clusters Score -4518482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4518566.000000 Penalty: 5185.357910
	Iteration 15Q: 3 clusters Score -4518566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4518618.000000 Penalty: 5185.357910
	Iteration 16Q: 3 clusters Score -4518618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4518632.000000 Penalty: 5185.357910
	Iteration 17Q: 3 clusters Score -4518632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4518656.500000 Penalty: 5185.357910
	Iteration 18Q: 3 clusters Score -4518656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4518669.500000 Penalty: 5185.357910
	Iteration 19Q: 3 clusters Score -4518670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4518687.000000 Penalty: 5185.357910
	Iteration 20F: 3 clusters Score -4518687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4518695.000000 Penalty: 5185.357910
	Iteration 21Q: 3 clusters Score -4518695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4518701.500000 Penalty: 5185.357910
	Iteration 22Q: 3 clusters Score -4518702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4518707.000000 Penalty: 5185.357910
	Iteration 23Q: 3 clusters Score -4518707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4518705.000000 Penalty: 5185.357910
	Iteration 24Q: 3 clusters Score -4518705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4518713.500000 Penalty: 5185.357910
	Iteration 25Q: 3 clusters Score -4518714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4518719.000000 Penalty: 5185.357910
	Iteration 26Q: 3 clusters Score -4518719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4518718.000000 Penalty: 5185.357910
	Iteration 27Q: 3 clusters Score -4518718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4518715.000000 Penalty: 5185.357910
	Iteration 28Q: 3 clusters Score -4518715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4518720.500000 Penalty: 5185.357910
	Iteration 29Q: 3 clusters Score -4518720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4518727.500000 Penalty: 5185.357910
	Iteration 30Q: 3 clusters Score -4518728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4518728.500000 Penalty: 5185.357910
	Iteration 31Q: 3 clusters Score -4518728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4518730.000000 Penalty: 5185.357910
	Iteration 32Q: 3 clusters Score -4518730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4518730.000000 Penalty: 5185.357910
	Iteration 33F: 3 clusters Score -4518730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -151646.875000 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -151646.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149557.296875 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -149557.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149981.562500 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -149981.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -150133.562500 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -150133.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150268.484375 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -150268.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150380.703125 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -150380.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -150448.984375 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -150449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150509.093750 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -150509.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -150551.031250 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -150551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -150581.953125 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -150582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -150605.593750 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -150605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150629.203125 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -150629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -150652.843750 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -150652.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -150678.140625 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -150678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150704.468750 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -150704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150724.484375 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -150724.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150757.109375 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -150757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150777.171875 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -150777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150783.562500 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -150783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150789.781250 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -150789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150795.296875 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -150795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150801.453125 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -150801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150808.375000 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -150808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150810.390625 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -150810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150813.656250 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -150813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150816.562500 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -150816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150818.187500 Penalty: 3544.017090
	Iteration 25Q: 3 clusters Score -150818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150818.187500 Penalty: 3544.017090
	Iteration 26F: 3 clusters Score -150818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181236 members 
Entering Unmasked Estep 
Score: -23339692.000000 Penalty: 3002.673828
	Iteration 0F: 2 clusters Score -2.333969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -23222686.000000 Penalty: 6005.347656
	Iteration 0F: 3 clusters Score -2.322269e+07 nChanged 86991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -23273316.000000 Penalty: 6005.347656
	Iteration 1F: 3 clusters Score -2.327332e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -23274612.000000 Penalty: 6005.347656
	Iteration 2Q: 3 clusters Score -2.327461e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
Score: -23276398.000000 Penalty: 6005.347656
	Iteration 3Q: 3 clusters Score -2.32764e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -23278714.000000 Penalty: 6005.347656
	Iteration 4Q: 3 clusters Score -2.327871e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -23282836.000000 Penalty: 6005.347656
	Iteration 5Q: 3 clusters Score -2.328284e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 121574 members 
Entering Unmasked Estep 
Score: -23289442.000000 Penalty: 6005.347656
	Iteration 6F: 3 clusters Score -2.328944e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 134257 members 
Entering Unmasked Estep 
Score: -23299268.000000 Penalty: 6005.347656
	Iteration 7F: 3 clusters Score -2.329927e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 148519 members 
Entering Unmasked Estep 
Score: -23311796.000000 Penalty: 6005.347656
	Iteration 8F: 3 clusters Score -2.33118e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -23323834.000000 Penalty: 6005.347656
	Iteration 9F: 3 clusters Score -2.332383e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -23331818.000000 Penalty: 6005.347656
	Iteration 10F: 3 clusters Score -2.333182e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -23335004.000000 Penalty: 6005.347656
	Iteration 11Q: 3 clusters Score -2.3335e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 178120 members 
Entering Unmasked Estep 
Score: -23336370.000000 Penalty: 6005.347656
	Iteration 12Q: 3 clusters Score -2.333637e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 179196 members 
Entering Unmasked Estep 
Score: -23337050.000000 Penalty: 6005.347656
	Iteration 13Q: 3 clusters Score -2.333705e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 179672 members 
Entering Unmasked Estep 
Score: -23337244.000000 Penalty: 6005.347656
	Iteration 14Q: 3 clusters Score -2.333724e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -23337340.000000 Penalty: 6005.347656
	Iteration 15Q: 3 clusters Score -2.333734e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -23337516.000000 Penalty: 6005.347656
	Iteration 16Q: 3 clusters Score -2.333752e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -23337510.000000 Penalty: 6005.347656
	Iteration 17Q: 3 clusters Score -2.333751e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 180288 members 
Entering Unmasked Estep 
Score: -23337540.000000 Penalty: 6005.347656
	Iteration 18Q: 3 clusters Score -2.333754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -23337588.000000 Penalty: 6005.347656
	Iteration 19Q: 3 clusters Score -2.333759e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 180356 members 
Entering Unmasked Estep 
Score: -23337642.000000 Penalty: 6005.347656
	Iteration 20F: 3 clusters Score -2.333764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 180381 members 
Entering Unmasked Estep 
Score: -23337658.000000 Penalty: 6005.347656
	Iteration 21Q: 3 clusters Score -2.333766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 180404 members 
Entering Unmasked Estep 
Score: -23337696.000000 Penalty: 6005.347656
	Iteration 22Q: 3 clusters Score -2.33377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -23337696.000000 Penalty: 6005.347656
	Iteration 23Q: 3 clusters Score -2.33377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 180436 members 
Entering Unmasked Estep 
Score: -23337726.000000 Penalty: 6005.347656
	Iteration 24Q: 3 clusters Score -2.333773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 180449 members 
Entering Unmasked Estep 
Score: -23337710.000000 Penalty: 6005.347656
	Iteration 25Q: 3 clusters Score -2.333771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 180459 members 
Entering Unmasked Estep 
Score: -23337752.000000 Penalty: 6005.347656
	Iteration 26Q: 3 clusters Score -2.333775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 180468 members 
Entering Unmasked Estep 
Score: -23337738.000000 Penalty: 6005.347656
	Iteration 27Q: 3 clusters Score -2.333774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 180479 members 
Entering Unmasked Estep 
Score: -23337724.000000 Penalty: 6005.347656
	Iteration 28Q: 3 clusters Score -2.333772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -23337708.000000 Penalty: 6005.347656
	Iteration 29Q: 3 clusters Score -2.333771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -23337730.000000 Penalty: 6005.347656
	Iteration 30Q: 3 clusters Score -2.333773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 180485 members 
Entering Unmasked Estep 
Score: -23337744.000000 Penalty: 6005.347656
	Iteration 31Q: 3 clusters Score -2.333774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -23337744.000000 Penalty: 6005.347656
	Iteration 32Q: 3 clusters Score -2.333774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 180482 members 
Entering Unmasked Estep 
Score: -23337770.000000 Penalty: 6005.347656
	Iteration 33Q: 3 clusters Score -2.333777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 180482 members 
Entering Unmasked Estep 
Score: -23337772.000000 Penalty: 6005.347656
	Iteration 34Q: 3 clusters Score -2.333777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -23337766.000000 Penalty: 6005.347656
	Iteration 35Q: 3 clusters Score -2.333777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 180489 members 
Entering Unmasked Estep 
Score: -23337798.000000 Penalty: 6005.347656
	Iteration 36Q: 3 clusters Score -2.33378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -23337780.000000 Penalty: 6005.347656
	Iteration 37Q: 3 clusters Score -2.333778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -23337778.000000 Penalty: 6005.347656
	Iteration 38Q: 3 clusters Score -2.333778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 180494 members 
Entering Unmasked Estep 
Score: -23337782.000000 Penalty: 6005.347656
	Iteration 39Q: 3 clusters Score -2.333778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -23337800.000000 Penalty: 6005.347656
	Iteration 40F: 3 clusters Score -2.33378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 180494 members 
Entering Unmasked Estep 
Score: -23337802.000000 Penalty: 6005.347656
	Iteration 41Q: 3 clusters Score -2.33378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -23337806.000000 Penalty: 6005.347656
	Iteration 42Q: 3 clusters Score -2.333781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -23337794.000000 Penalty: 6005.347656
	Iteration 43Q: 3 clusters Score -2.333779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -23337808.000000 Penalty: 6005.347656
	Iteration 44Q: 3 clusters Score -2.333781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -23337808.000000 Penalty: 6005.347656
	Iteration 45F: 3 clusters Score -2.333781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (189459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Entering Unmasked Estep 
Score: -24555722.000000 Penalty: 3013.678223
	Iteration 0F: 2 clusters Score -2.455572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
Score: -24444888.000000 Penalty: 6027.356445
	Iteration 0F: 3 clusters Score -2.444489e+07 nChanged 90966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -24497446.000000 Penalty: 6027.356445
	Iteration 1F: 3 clusters Score -2.449745e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -24498068.000000 Penalty: 6027.356445
	Iteration 2Q: 3 clusters Score -2.449807e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -24498568.000000 Penalty: 6027.356445
	Iteration 3Q: 3 clusters Score -2.449857e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -24499074.000000 Penalty: 6027.356445
	Iteration 4Q: 3 clusters Score -2.449907e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -24499526.000000 Penalty: 6027.356445
	Iteration 5Q: 3 clusters Score -2.449953e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -24500156.000000 Penalty: 6027.356445
	Iteration 6Q: 3 clusters Score -2.450016e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -24500988.000000 Penalty: 6027.356445
	Iteration 7Q: 3 clusters Score -2.450099e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -24502034.000000 Penalty: 6027.356445
	Iteration 8Q: 3 clusters Score -2.450203e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -24503104.000000 Penalty: 6027.356445
	Iteration 9Q: 3 clusters Score -2.45031e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -24504792.000000 Penalty: 6027.356445
	Iteration 10Q: 3 clusters Score -2.450479e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -24507450.000000 Penalty: 6027.356445
	Iteration 11Q: 3 clusters Score -2.450745e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -24511202.000000 Penalty: 6027.356445
	Iteration 12Q: 3 clusters Score -2.45112e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -24516224.000000 Penalty: 6027.356445
	Iteration 13F: 3 clusters Score -2.451622e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -24523048.000000 Penalty: 6027.356445
	Iteration 14F: 3 clusters Score -2.452305e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -24531080.000000 Penalty: 6027.356445
	Iteration 15F: 3 clusters Score -2.453108e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -24538186.000000 Penalty: 6027.356445
	Iteration 16F: 3 clusters Score -2.453819e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -24542624.000000 Penalty: 6027.356445
	Iteration 17Q: 3 clusters Score -2.454262e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -24545344.000000 Penalty: 6027.356445
	Iteration 18Q: 3 clusters Score -2.454534e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -24547252.000000 Penalty: 6027.356445
	Iteration 19Q: 3 clusters Score -2.454725e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 130659 members 
Entering Unmasked Estep 
Score: -24549210.000000 Penalty: 6027.356445
	Iteration 20F: 3 clusters Score -2.454921e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -24551350.000000 Penalty: 6027.356445
	Iteration 21Q: 3 clusters Score -2.455135e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -24553268.000000 Penalty: 6027.356445
	Iteration 22Q: 3 clusters Score -2.455327e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -24555048.000000 Penalty: 6027.356445
	Iteration 23Q: 3 clusters Score -2.455505e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -24556482.000000 Penalty: 6027.356445
	Iteration 24Q: 3 clusters Score -2.455648e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -24557650.000000 Penalty: 6027.356445
	Iteration 25Q: 3 clusters Score -2.455765e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -24558646.000000 Penalty: 6027.356445
	Iteration 26Q: 3 clusters Score -2.455865e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 142911 members 
Entering Unmasked Estep 
Score: -24559382.000000 Penalty: 6027.356445
	Iteration 27Q: 3 clusters Score -2.455938e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 143946 members 
Entering Unmasked Estep 
Score: -24559984.000000 Penalty: 6027.356445
	Iteration 28Q: 3 clusters Score -2.455998e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 144833 members 
Entering Unmasked Estep 
Score: -24560462.000000 Penalty: 6027.356445
	Iteration 29Q: 3 clusters Score -2.456046e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -24560836.000000 Penalty: 6027.356445
	Iteration 30Q: 3 clusters Score -2.456084e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -24561028.000000 Penalty: 6027.356445
	Iteration 31Q: 3 clusters Score -2.456103e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -24561288.000000 Penalty: 6027.356445
	Iteration 32Q: 3 clusters Score -2.456129e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -24561568.000000 Penalty: 6027.356445
	Iteration 33Q: 3 clusters Score -2.456157e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -24561616.000000 Penalty: 6027.356445
	Iteration 34Q: 3 clusters Score -2.456162e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -24561804.000000 Penalty: 6027.356445
	Iteration 35Q: 3 clusters Score -2.45618e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 150984 members 
Entering Unmasked Estep 
Score: -24561874.000000 Penalty: 6027.356445
	Iteration 36Q: 3 clusters Score -2.456187e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -24561968.000000 Penalty: 6027.356445
	Iteration 37Q: 3 clusters Score -2.456197e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 152703 members 
Entering Unmasked Estep 
Score: -24562098.000000 Penalty: 6027.356445
	Iteration 38Q: 3 clusters Score -2.45621e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -24562254.000000 Penalty: 6027.356445
	Iteration 39Q: 3 clusters Score -2.456225e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -24562348.000000 Penalty: 6027.356445
	Iteration 40F: 3 clusters Score -2.456235e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -24562516.000000 Penalty: 6027.356445
	Iteration 41Q: 3 clusters Score -2.456252e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -24562592.000000 Penalty: 6027.356445
	Iteration 42Q: 3 clusters Score -2.456259e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -24562584.000000 Penalty: 6027.356445
	Iteration 43Q: 3 clusters Score -2.456258e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 157862 members 
Entering Unmasked Estep 
Score: -24562642.000000 Penalty: 6027.356445
	Iteration 44Q: 3 clusters Score -2.456264e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -24562592.000000 Penalty: 6027.356445
	Iteration 45Q: 3 clusters Score -2.456259e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -24562542.000000 Penalty: 6027.356445
	Iteration 46Q: 3 clusters Score -2.456254e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -24562598.000000 Penalty: 6027.356445
	Iteration 47Q: 3 clusters Score -2.45626e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 161198 members 
Entering Unmasked Estep 
Score: -24562704.000000 Penalty: 6027.356445
	Iteration 48Q: 3 clusters Score -2.45627e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -24562678.000000 Penalty: 6027.356445
	Iteration 49Q: 3 clusters Score -2.456268e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -24562680.000000 Penalty: 6027.356445
	Iteration 50Q: 3 clusters Score -2.456268e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -24562634.000000 Penalty: 6027.356445
	Iteration 51Q: 3 clusters Score -2.456263e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -24562736.000000 Penalty: 6027.356445
	Iteration 52Q: 3 clusters Score -2.456274e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 164784 members 
Entering Unmasked Estep 
Score: -24562584.000000 Penalty: 6027.356445
	Iteration 53Q: 3 clusters Score -2.456258e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -24562560.000000 Penalty: 6027.356445
	Iteration 54Q: 3 clusters Score -2.456256e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -24562576.000000 Penalty: 6027.356445
	Iteration 55Q: 3 clusters Score -2.456258e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -24562568.000000 Penalty: 6027.356445
	Iteration 56Q: 3 clusters Score -2.456257e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -24562444.000000 Penalty: 6027.356445
	Iteration 57Q: 3 clusters Score -2.456244e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -24562358.000000 Penalty: 6027.356445
	Iteration 58Q: 3 clusters Score -2.456236e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -24562332.000000 Penalty: 6027.356445
	Iteration 59Q: 3 clusters Score -2.456233e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -24562258.000000 Penalty: 6027.356445
	Iteration 60F: 3 clusters Score -2.456226e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 170168 members 
Entering Unmasked Estep 
Score: -24562164.000000 Penalty: 6027.356445
	Iteration 61Q: 3 clusters Score -2.456216e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 170802 members 
Entering Unmasked Estep 
Score: -24562088.000000 Penalty: 6027.356445
	Iteration 62Q: 3 clusters Score -2.456209e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -24561980.000000 Penalty: 6027.356445
	Iteration 63Q: 3 clusters Score -2.456198e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -24561784.000000 Penalty: 6027.356445
	Iteration 64Q: 3 clusters Score -2.456178e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -24561648.000000 Penalty: 6027.356445
	Iteration 65Q: 3 clusters Score -2.456165e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -24561508.000000 Penalty: 6027.356445
	Iteration 66Q: 3 clusters Score -2.456151e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -24561240.000000 Penalty: 6027.356445
	Iteration 67Q: 3 clusters Score -2.456124e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 174310 members 
Entering Unmasked Estep 
Score: -24561066.000000 Penalty: 6027.356445
	Iteration 68Q: 3 clusters Score -2.456107e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -24560878.000000 Penalty: 6027.356445
	Iteration 69Q: 3 clusters Score -2.456088e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -24560676.000000 Penalty: 6027.356445
	Iteration 70Q: 3 clusters Score -2.456068e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -24560454.000000 Penalty: 6027.356445
	Iteration 71Q: 3 clusters Score -2.456045e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 176185 members 
Entering Unmasked Estep 
Score: -24560300.000000 Penalty: 6027.356445
	Iteration 72Q: 3 clusters Score -2.45603e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -24560072.000000 Penalty: 6027.356445
	Iteration 73Q: 3 clusters Score -2.456007e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -24559896.000000 Penalty: 6027.356445
	Iteration 74Q: 3 clusters Score -2.45599e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -24559676.000000 Penalty: 6027.356445
	Iteration 75Q: 3 clusters Score -2.455968e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 177738 members 
Entering Unmasked Estep 
Score: -24559588.000000 Penalty: 6027.356445
	Iteration 76Q: 3 clusters Score -2.455959e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -24559364.000000 Penalty: 6027.356445
	Iteration 77Q: 3 clusters Score -2.455936e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -24559244.000000 Penalty: 6027.356445
	Iteration 78Q: 3 clusters Score -2.455924e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -24559052.000000 Penalty: 6027.356445
	Iteration 79Q: 3 clusters Score -2.455905e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 179224 members 
Entering Unmasked Estep 
Score: -24558910.000000 Penalty: 6027.356445
	Iteration 80F: 3 clusters Score -2.455891e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 179629 members 
Entering Unmasked Estep 
Score: -24558642.000000 Penalty: 6027.356445
	Iteration 81Q: 3 clusters Score -2.455864e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 180019 members 
Entering Unmasked Estep 
Score: -24558482.000000 Penalty: 6027.356445
	Iteration 82Q: 3 clusters Score -2.455848e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 180412 members 
Entering Unmasked Estep 
Score: -24558228.000000 Penalty: 6027.356445
	Iteration 83Q: 3 clusters Score -2.455823e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 180817 members 
Entering Unmasked Estep 
Score: -24558010.000000 Penalty: 6027.356445
	Iteration 84Q: 3 clusters Score -2.455801e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 181232 members 
Entering Unmasked Estep 
Score: -24557740.000000 Penalty: 6027.356445
	Iteration 85Q: 3 clusters Score -2.455774e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 181622 members 
Entering Unmasked Estep 
Score: -24557468.000000 Penalty: 6027.356445
	Iteration 86Q: 3 clusters Score -2.455747e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -24557292.000000 Penalty: 6027.356445
	Iteration 87Q: 3 clusters Score -2.455729e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -24557142.000000 Penalty: 6027.356445
	Iteration 88Q: 3 clusters Score -2.455714e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 182826 members 
Entering Unmasked Estep 
Score: -24556970.000000 Penalty: 6027.356445
	Iteration 89Q: 3 clusters Score -2.455697e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 183242 members 
Entering Unmasked Estep 
Score: -24556762.000000 Penalty: 6027.356445
	Iteration 90Q: 3 clusters Score -2.455676e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -24556578.000000 Penalty: 6027.356445
	Iteration 91Q: 3 clusters Score -2.455658e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -24556380.000000 Penalty: 6027.356445
	Iteration 92Q: 3 clusters Score -2.455638e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -24556234.000000 Penalty: 6027.356445
	Iteration 93Q: 3 clusters Score -2.455623e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 184753 members 
Entering Unmasked Estep 
Score: -24556048.000000 Penalty: 6027.356445
	Iteration 94Q: 3 clusters Score -2.455605e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -24555964.000000 Penalty: 6027.356445
	Iteration 95Q: 3 clusters Score -2.455596e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 185408 members 
Entering Unmasked Estep 
Score: -24555762.000000 Penalty: 6027.356445
	Iteration 96Q: 3 clusters Score -2.455576e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 185699 members 
Entering Unmasked Estep 
Score: -24555674.000000 Penalty: 6027.356445
	Iteration 97Q: 3 clusters Score -2.455567e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 185975 members 
Entering Unmasked Estep 
Score: -24555586.000000 Penalty: 6027.356445
	Iteration 98Q: 3 clusters Score -2.455559e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 186201 members 
Entering Unmasked Estep 
Score: -24555576.000000 Penalty: 6027.356445
	Iteration 99Q: 3 clusters Score -2.455558e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 186394 members 
Entering Unmasked Estep 
Score: -24555500.000000 Penalty: 6027.356445
	Iteration 100F: 3 clusters Score -2.45555e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -24555470.000000 Penalty: 6027.356445
	Iteration 101Q: 3 clusters Score -2.455547e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 186720 members 
Entering Unmasked Estep 
Score: -24555456.000000 Penalty: 6027.356445
	Iteration 102Q: 3 clusters Score -2.455546e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 186859 members 
Entering Unmasked Estep 
Score: -24555392.000000 Penalty: 6027.356445
	Iteration 103Q: 3 clusters Score -2.455539e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 186978 members 
Entering Unmasked Estep 
Score: -24555302.000000 Penalty: 6027.356445
	Iteration 104Q: 3 clusters Score -2.45553e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -24555316.000000 Penalty: 6027.356445
	Iteration 105Q: 3 clusters Score -2.455532e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 187162 members 
Entering Unmasked Estep 
Score: -24555338.000000 Penalty: 6027.356445
	Iteration 106Q: 3 clusters Score -2.455534e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 187255 members 
Entering Unmasked Estep 
Score: -24555254.000000 Penalty: 6027.356445
	Iteration 107Q: 3 clusters Score -2.455525e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 187337 members 
Entering Unmasked Estep 
Score: -24555232.000000 Penalty: 6027.356445
	Iteration 108Q: 3 clusters Score -2.455523e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -24555248.000000 Penalty: 6027.356445
	Iteration 109Q: 3 clusters Score -2.455525e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 187477 members 
Entering Unmasked Estep 
Score: -24555176.000000 Penalty: 6027.356445
	Iteration 110Q: 3 clusters Score -2.455518e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -24555126.000000 Penalty: 6027.356445
	Iteration 111Q: 3 clusters Score -2.455513e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 187603 members 
Entering Unmasked Estep 
Score: -24555106.000000 Penalty: 6027.356445
	Iteration 112Q: 3 clusters Score -2.455511e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 187647 members 
Entering Unmasked Estep 
Score: -24555124.000000 Penalty: 6027.356445
	Iteration 113Q: 3 clusters Score -2.455512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 187693 members 
Entering Unmasked Estep 
Score: -24555078.000000 Penalty: 6027.356445
	Iteration 114Q: 3 clusters Score -2.455508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 187720 members 
Entering Unmasked Estep 
Score: -24555060.000000 Penalty: 6027.356445
	Iteration 115Q: 3 clusters Score -2.455506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -24555068.000000 Penalty: 6027.356445
	Iteration 116Q: 3 clusters Score -2.455507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 187753 members 
Entering Unmasked Estep 
Score: -24555082.000000 Penalty: 6027.356445
	Iteration 117Q: 3 clusters Score -2.455508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 187758 members 
Entering Unmasked Estep 
Score: -24555084.000000 Penalty: 6027.356445
	Iteration 118Q: 3 clusters Score -2.455508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 187761 members 
Entering Unmasked Estep 
Score: -24555074.000000 Penalty: 6027.356445
	Iteration 119Q: 3 clusters Score -2.455507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 187765 members 
Entering Unmasked Estep 
Score: -24555104.000000 Penalty: 6027.356445
	Iteration 120F: 3 clusters Score -2.45551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 187766 members 
Entering Unmasked Estep 
Score: -24555100.000000 Penalty: 6027.356445
	Iteration 121Q: 3 clusters Score -2.45551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 187774 members 
Entering Unmasked Estep 
Score: -24555090.000000 Penalty: 6027.356445
	Iteration 122Q: 3 clusters Score -2.455509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 187786 members 
Entering Unmasked Estep 
Score: -24555076.000000 Penalty: 6027.356445
	Iteration 123Q: 3 clusters Score -2.455508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 187799 members 
Entering Unmasked Estep 
Score: -24555062.000000 Penalty: 6027.356445
	Iteration 124Q: 3 clusters Score -2.455506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 187813 members 
Entering Unmasked Estep 
Score: -24555044.000000 Penalty: 6027.356445
	Iteration 125Q: 3 clusters Score -2.455504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -24555072.000000 Penalty: 6027.356445
	Iteration 126Q: 3 clusters Score -2.455507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -24555074.000000 Penalty: 6027.356445
	Iteration 127Q: 3 clusters Score -2.455507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 187848 members 
Entering Unmasked Estep 
Score: -24555066.000000 Penalty: 6027.356445
	Iteration 128Q: 3 clusters Score -2.455507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 187854 members 
Entering Unmasked Estep 
Score: -24555062.000000 Penalty: 6027.356445
	Iteration 129Q: 3 clusters Score -2.455506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 187857 members 
Entering Unmasked Estep 
Score: -24555064.000000 Penalty: 6027.356445
	Iteration 130Q: 3 clusters Score -2.455506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -24555056.000000 Penalty: 6027.356445
	Iteration 131Q: 3 clusters Score -2.455506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -24555060.000000 Penalty: 6027.356445
	Iteration 132Q: 3 clusters Score -2.455506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 187875 members 
Entering Unmasked Estep 
Score: -24555068.000000 Penalty: 6027.356445
	Iteration 133Q: 3 clusters Score -2.455507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -24555058.000000 Penalty: 6027.356445
	Iteration 134Q: 3 clusters Score -2.455506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -24555056.000000 Penalty: 6027.356445
	Iteration 135Q: 3 clusters Score -2.455506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 187878 members 
Entering Unmasked Estep 
Score: -24555052.000000 Penalty: 6027.356445
	Iteration 136Q: 3 clusters Score -2.455505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -24555070.000000 Penalty: 6027.356445
	Iteration 137Q: 3 clusters Score -2.455507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 187878 members 
Entering Unmasked Estep 
Score: -24555050.000000 Penalty: 6027.356445
	Iteration 138Q: 3 clusters Score -2.455505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -24555066.000000 Penalty: 6027.356445
	Iteration 139Q: 3 clusters Score -2.455507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -24555056.000000 Penalty: 6027.356445
	Iteration 140F: 3 clusters Score -2.455506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -87369.218750 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -87369.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85700.382812 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -85700.38 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85937.195312 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -85937.2 nChanged 35
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: -86008.210938 Penalty: 3270.829102
	Iteration 2Q: 3 clusters Score -86008.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86038.148438 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -86038.15 nChanged 15
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: -86057.429688 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -86057.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86076.195312 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -86076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86090.140625 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -86090.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86104.476562 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -86104.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86108.054688 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -86108.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86112.242188 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -86112.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86123.359375 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -86123.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86130.523438 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -86130.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86136.367188 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -86136.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86137.906250 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -86137.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86143.296875 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -86143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -86151.875000 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -86151.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86154.507812 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -86154.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86154.507812 Penalty: 3270.829102
	Iteration 17F: 3 clusters Score -86154.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -1107699.375000 Penalty: 2235.311035
	Iteration 0F: 2 clusters Score -1107699 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 4156 members 
Entering Unmasked Estep 
Score: -1101079.125000 Penalty: 4470.622070
	Iteration 0F: 3 clusters Score -1101079 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1102924.500000 Penalty: 4470.622070
	Iteration 1F: 3 clusters Score -1102924 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1103191.125000 Penalty: 4470.622070
	Iteration 2F: 3 clusters Score -1103191 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1103345.375000 Penalty: 4470.622070
	Iteration 3Q: 3 clusters Score -1103345 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1103446.500000 Penalty: 4470.622070
	Iteration 4Q: 3 clusters Score -1103446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1103533.250000 Penalty: 4470.622070
	Iteration 5Q: 3 clusters Score -1103533 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1103597.250000 Penalty: 4470.622070
	Iteration 6Q: 3 clusters Score -1103597 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1103653.625000 Penalty: 4470.622070
	Iteration 7Q: 3 clusters Score -1103654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1103716.125000 Penalty: 4470.622070
	Iteration 8Q: 3 clusters Score -1103716 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1103771.750000 Penalty: 4470.622070
	Iteration 9Q: 3 clusters Score -1103772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1103832.000000 Penalty: 4470.622070
	Iteration 10Q: 3 clusters Score -1103832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1103903.500000 Penalty: 4470.622070
	Iteration 11Q: 3 clusters Score -1103904 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1103971.500000 Penalty: 4470.622070
	Iteration 12Q: 3 clusters Score -1103972 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1104048.875000 Penalty: 4470.622070
	Iteration 13Q: 3 clusters Score -1104049 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1104152.500000 Penalty: 4470.622070
	Iteration 14Q: 3 clusters Score -1104152 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1104262.750000 Penalty: 4470.622070
	Iteration 15Q: 3 clusters Score -1104263 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1104406.625000 Penalty: 4470.622070
	Iteration 16Q: 3 clusters Score -1104407 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1104576.625000 Penalty: 4470.622070
	Iteration 17Q: 3 clusters Score -1104577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1104761.125000 Penalty: 4470.622070
	Iteration 18Q: 3 clusters Score -1104761 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1104978.500000 Penalty: 4470.622070
	Iteration 19Q: 3 clusters Score -1104978 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1105141.750000 Penalty: 4470.622070
	Iteration 20F: 3 clusters Score -1105142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1105252.000000 Penalty: 4470.622070
	Iteration 21Q: 3 clusters Score -1105252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1105336.375000 Penalty: 4470.622070
	Iteration 22Q: 3 clusters Score -1105336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1105405.625000 Penalty: 4470.622070
	Iteration 23Q: 3 clusters Score -1105406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1105459.000000 Penalty: 4470.622070
	Iteration 24Q: 3 clusters Score -1105459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1105496.250000 Penalty: 4470.622070
	Iteration 25Q: 3 clusters Score -1105496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1105527.000000 Penalty: 4470.622070
	Iteration 26Q: 3 clusters Score -1105527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1105555.250000 Penalty: 4470.622070
	Iteration 27Q: 3 clusters Score -1105555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1105581.125000 Penalty: 4470.622070
	Iteration 28Q: 3 clusters Score -1105581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1105603.500000 Penalty: 4470.622070
	Iteration 29Q: 3 clusters Score -1105604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1105622.625000 Penalty: 4470.622070
	Iteration 30Q: 3 clusters Score -1105623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1105638.750000 Penalty: 4470.622070
	Iteration 31Q: 3 clusters Score -1105639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1105656.500000 Penalty: 4470.622070
	Iteration 32Q: 3 clusters Score -1105656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1105669.000000 Penalty: 4470.622070
	Iteration 33Q: 3 clusters Score -1105669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1105680.125000 Penalty: 4470.622070
	Iteration 34Q: 3 clusters Score -1105680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1105694.750000 Penalty: 4470.622070
	Iteration 35Q: 3 clusters Score -1105695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1105706.500000 Penalty: 4470.622070
	Iteration 36Q: 3 clusters Score -1105706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1105721.500000 Penalty: 4470.622070
	Iteration 37Q: 3 clusters Score -1105722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1105728.625000 Penalty: 4470.622070
	Iteration 38Q: 3 clusters Score -1105729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1105736.125000 Penalty: 4470.622070
	Iteration 39Q: 3 clusters Score -1105736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1105743.375000 Penalty: 4470.622070
	Iteration 40F: 3 clusters Score -1105743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1105751.625000 Penalty: 4470.622070
	Iteration 41Q: 3 clusters Score -1105752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1105755.625000 Penalty: 4470.622070
	Iteration 42Q: 3 clusters Score -1105756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1105758.250000 Penalty: 4470.622070
	Iteration 43Q: 3 clusters Score -1105758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1105760.375000 Penalty: 4470.622070
	Iteration 44Q: 3 clusters Score -1105760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1105763.750000 Penalty: 4470.622070
	Iteration 45Q: 3 clusters Score -1105764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1105766.500000 Penalty: 4470.622070
	Iteration 46Q: 3 clusters Score -1105766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1105768.375000 Penalty: 4470.622070
	Iteration 47Q: 3 clusters Score -1105768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1105768.250000 Penalty: 4470.622070
	Iteration 48Q: 3 clusters Score -1105768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1105769.750000 Penalty: 4470.622070
	Iteration 49Q: 3 clusters Score -1105770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1105769.750000 Penalty: 4470.622070
	Iteration 50F: 3 clusters Score -1105770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Entering Unmasked Estep 
Score: -2960468.500000 Penalty: 2490.358887
	Iteration 0F: 2 clusters Score -2960468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2944411.750000 Penalty: 4980.717773
	Iteration 0F: 3 clusters Score -2944412 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2949778.750000 Penalty: 4980.717773
	Iteration 1F: 3 clusters Score -2949779 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2950237.000000 Penalty: 4980.717773
	Iteration 2F: 3 clusters Score -2950237 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2950649.250000 Penalty: 4980.717773
	Iteration 3Q: 3 clusters Score -2950649 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2951018.000000 Penalty: 4980.717773
	Iteration 4Q: 3 clusters Score -2951018 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2951416.750000 Penalty: 4980.717773
	Iteration 5Q: 3 clusters Score -2951417 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2951919.750000 Penalty: 4980.717773
	Iteration 6Q: 3 clusters Score -2951920 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2952516.500000 Penalty: 4980.717773
	Iteration 7Q: 3 clusters Score -2952516 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2953244.750000 Penalty: 4980.717773
	Iteration 8Q: 3 clusters Score -2953245 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2954118.500000 Penalty: 4980.717773
	Iteration 9Q: 3 clusters Score -2954118 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2955032.750000 Penalty: 4980.717773
	Iteration 10Q: 3 clusters Score -2955033 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2955837.000000 Penalty: 4980.717773
	Iteration 11Q: 3 clusters Score -2955837 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2956478.500000 Penalty: 4980.717773
	Iteration 12Q: 3 clusters Score -2956478 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2956976.000000 Penalty: 4980.717773
	Iteration 13Q: 3 clusters Score -2956976 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2957346.750000 Penalty: 4980.717773
	Iteration 14Q: 3 clusters Score -2957347 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2957599.250000 Penalty: 4980.717773
	Iteration 15Q: 3 clusters Score -2957599 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2957737.250000 Penalty: 4980.717773
	Iteration 16Q: 3 clusters Score -2957737 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2957864.750000 Penalty: 4980.717773
	Iteration 17Q: 3 clusters Score -2957865 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2957948.250000 Penalty: 4980.717773
	Iteration 18Q: 3 clusters Score -2957948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2958036.500000 Penalty: 4980.717773
	Iteration 19Q: 3 clusters Score -2958036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2958105.250000 Penalty: 4980.717773
	Iteration 20F: 3 clusters Score -2958105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2958147.500000 Penalty: 4980.717773
	Iteration 21Q: 3 clusters Score -2958148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2958187.750000 Penalty: 4980.717773
	Iteration 22Q: 3 clusters Score -2958188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2958238.250000 Penalty: 4980.717773
	Iteration 23Q: 3 clusters Score -2958238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2958267.250000 Penalty: 4980.717773
	Iteration 24Q: 3 clusters Score -2958267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2958292.750000 Penalty: 4980.717773
	Iteration 25Q: 3 clusters Score -2958293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2958317.000000 Penalty: 4980.717773
	Iteration 26Q: 3 clusters Score -2958317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2958341.250000 Penalty: 4980.717773
	Iteration 27Q: 3 clusters Score -2958341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2958350.500000 Penalty: 4980.717773
	Iteration 28Q: 3 clusters Score -2958350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2958362.250000 Penalty: 4980.717773
	Iteration 29Q: 3 clusters Score -2958362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2958365.000000 Penalty: 4980.717773
	Iteration 30Q: 3 clusters Score -2958365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2958373.250000 Penalty: 4980.717773
	Iteration 31Q: 3 clusters Score -2958373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2958371.750000 Penalty: 4980.717773
	Iteration 32Q: 3 clusters Score -2958372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2958377.500000 Penalty: 4980.717773
	Iteration 33Q: 3 clusters Score -2958378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2958377.250000 Penalty: 4980.717773
	Iteration 34Q: 3 clusters Score -2958377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2958378.000000 Penalty: 4980.717773
	Iteration 35Q: 3 clusters Score -2958378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2958378.000000 Penalty: 4980.717773
	Iteration 36F: 3 clusters Score -2958378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -571225.750000 Penalty: 2089.256104
	Iteration 0F: 2 clusters Score -571225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -567008.062500 Penalty: 4178.512207
	Iteration 0F: 3 clusters Score -567008.1 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -568037.312500 Penalty: 4178.512207
	Iteration 1F: 3 clusters Score -568037.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -568305.687500 Penalty: 4178.512207
	Iteration 2F: 3 clusters Score -568305.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -568545.687500 Penalty: 4178.512207
	Iteration 3F: 3 clusters Score -568545.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -568796.312500 Penalty: 4178.512207
	Iteration 4F: 3 clusters Score -568796.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -569030.750000 Penalty: 4178.512207
	Iteration 5F: 3 clusters Score -569030.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -569244.562500 Penalty: 4178.512207
	Iteration 6F: 3 clusters Score -569244.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -569457.125000 Penalty: 4178.512207
	Iteration 7Q: 3 clusters Score -569457.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -569676.125000 Penalty: 4178.512207
	Iteration 8F: 3 clusters Score -569676.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -569854.375000 Penalty: 4178.512207
	Iteration 9Q: 3 clusters Score -569854.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -569972.312500 Penalty: 4178.512207
	Iteration 10Q: 3 clusters Score -569972.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -570068.125000 Penalty: 4178.512207
	Iteration 11Q: 3 clusters Score -570068.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -570135.125000 Penalty: 4178.512207
	Iteration 12Q: 3 clusters Score -570135.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -570182.625000 Penalty: 4178.512207
	Iteration 13Q: 3 clusters Score -570182.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -570204.875000 Penalty: 4178.512207
	Iteration 14Q: 3 clusters Score -570204.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -570227.812500 Penalty: 4178.512207
	Iteration 15Q: 3 clusters Score -570227.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -570246.750000 Penalty: 4178.512207
	Iteration 16Q: 3 clusters Score -570246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -570258.062500 Penalty: 4178.512207
	Iteration 17Q: 3 clusters Score -570258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -570267.687500 Penalty: 4178.512207
	Iteration 18Q: 3 clusters Score -570267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -570272.750000 Penalty: 4178.512207
	Iteration 19Q: 3 clusters Score -570272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -570276.750000 Penalty: 4178.512207
	Iteration 20F: 3 clusters Score -570276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -570278.375000 Penalty: 4178.512207
	Iteration 21Q: 3 clusters Score -570278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -570283.125000 Penalty: 4178.512207
	Iteration 22Q: 3 clusters Score -570283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -570286.562500 Penalty: 4178.512207
	Iteration 23Q: 3 clusters Score -570286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -570289.375000 Penalty: 4178.512207
	Iteration 24Q: 3 clusters Score -570289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -570291.312500 Penalty: 4178.512207
	Iteration 25Q: 3 clusters Score -570291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -570290.562500 Penalty: 4178.512207
	Iteration 26Q: 3 clusters Score -570290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -570290.562500 Penalty: 4178.512207
	Iteration 27F: 3 clusters Score -570290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -75551.273438 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -75551.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73927.914062 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -73927.91 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74345.476562 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -74345.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74491.984375 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -74491.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74589.000000 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -74589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74666.468750 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -74666.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74771.476562 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -74771.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74896.531250 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -74896.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75056.601562 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -75056.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75249.375000 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -75249.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75408.640625 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -75408.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75716.031250 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -75716.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75893.906250 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -75893.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76057.648438 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -76057.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76057.648438 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -76057.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206987 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 180125 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 54166 members 
Mstep: Class 8 contains 34695 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181236 members 
Mstep: Class 11 contains 189459 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 22966 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 283430 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 25270 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
Score: -166393392.000000 Penalty: 76877.992188
Splitting cluster 16 changes total score from -166395072.000000 to -166393392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (283430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283430 members 
Entering Unmasked Estep 
Score: -36284144.000000 Penalty: 3113.570801
	Iteration 0F: 2 clusters Score -3.628414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141772 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -36114484.000000 Penalty: 6227.141602
	Iteration 0F: 3 clusters Score -3.611448e+07 nChanged 137207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -36195180.000000 Penalty: 6227.141602
	Iteration 1F: 3 clusters Score -3.619518e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -36196184.000000 Penalty: 6227.141602
	Iteration 2Q: 3 clusters Score -3.619618e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -36197836.000000 Penalty: 6227.141602
	Iteration 3Q: 3 clusters Score -3.619784e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 139230 members 
Entering Unmasked Estep 
Score: -36199316.000000 Penalty: 6227.141602
	Iteration 4Q: 3 clusters Score -3.619932e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145835 members 
Mstep: Class 2 contains 137595 members 
Entering Unmasked Estep 
Score: -36201356.000000 Penalty: 6227.141602
	Iteration 5Q: 3 clusters Score -3.620136e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148484 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -36204080.000000 Penalty: 6227.141602
	Iteration 6Q: 3 clusters Score -3.620408e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -36206816.000000 Penalty: 6227.141602
	Iteration 7Q: 3 clusters Score -3.620682e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -36211388.000000 Penalty: 6227.141602
	Iteration 8Q: 3 clusters Score -3.621139e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -36217644.000000 Penalty: 6227.141602
	Iteration 9Q: 3 clusters Score -3.621764e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -36227120.000000 Penalty: 6227.141602
	Iteration 10F: 3 clusters Score -3.622712e+07 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -36238348.000000 Penalty: 6227.141602
	Iteration 11F: 3 clusters Score -3.623835e+07 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -36248940.000000 Penalty: 6227.141602
	Iteration 12F: 3 clusters Score -3.624894e+07 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188659 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -36256072.000000 Penalty: 6227.141602
	Iteration 13Q: 3 clusters Score -3.625607e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192085 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -36259580.000000 Penalty: 6227.141602
	Iteration 14Q: 3 clusters Score -3.625958e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195555 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -36261444.000000 Penalty: 6227.141602
	Iteration 15Q: 3 clusters Score -3.626144e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -36262696.000000 Penalty: 6227.141602
	Iteration 16Q: 3 clusters Score -3.62627e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203177 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -36263696.000000 Penalty: 6227.141602
	Iteration 17Q: 3 clusters Score -3.62637e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206929 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -36264616.000000 Penalty: 6227.141602
	Iteration 18Q: 3 clusters Score -3.626462e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210736 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -36265724.000000 Penalty: 6227.141602
	Iteration 19Q: 3 clusters Score -3.626572e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214481 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -36266928.000000 Penalty: 6227.141602
	Iteration 20F: 3 clusters Score -3.626693e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218286 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -36268232.000000 Penalty: 6227.141602
	Iteration 21Q: 3 clusters Score -3.626823e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221936 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -36269596.000000 Penalty: 6227.141602
	Iteration 22Q: 3 clusters Score -3.62696e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225458 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -36271016.000000 Penalty: 6227.141602
	Iteration 23Q: 3 clusters Score -3.627102e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228922 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -36272592.000000 Penalty: 6227.141602
	Iteration 24Q: 3 clusters Score -3.627259e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232310 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -36273880.000000 Penalty: 6227.141602
	Iteration 25Q: 3 clusters Score -3.627388e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235595 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -36275192.000000 Penalty: 6227.141602
	Iteration 26Q: 3 clusters Score -3.627519e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238702 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -36276648.000000 Penalty: 6227.141602
	Iteration 27Q: 3 clusters Score -3.627665e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241696 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -36277876.000000 Penalty: 6227.141602
	Iteration 28Q: 3 clusters Score -3.627788e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244429 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -36278892.000000 Penalty: 6227.141602
	Iteration 29Q: 3 clusters Score -3.627889e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247097 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -36279648.000000 Penalty: 6227.141602
	Iteration 30Q: 3 clusters Score -3.627965e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249543 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -36280240.000000 Penalty: 6227.141602
	Iteration 31Q: 3 clusters Score -3.628024e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251786 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -36280568.000000 Penalty: 6227.141602
	Iteration 32Q: 3 clusters Score -3.628057e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253896 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -36281016.000000 Penalty: 6227.141602
	Iteration 33Q: 3 clusters Score -3.628102e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255864 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -36281288.000000 Penalty: 6227.141602
	Iteration 34Q: 3 clusters Score -3.628129e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257703 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -36281512.000000 Penalty: 6227.141602
	Iteration 35Q: 3 clusters Score -3.628151e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259429 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -36281604.000000 Penalty: 6227.141602
	Iteration 36Q: 3 clusters Score -3.62816e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261054 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -36281744.000000 Penalty: 6227.141602
	Iteration 37Q: 3 clusters Score -3.628174e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262562 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -36281876.000000 Penalty: 6227.141602
	Iteration 38Q: 3 clusters Score -3.628188e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263920 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -36281748.000000 Penalty: 6227.141602
	Iteration 39Q: 3 clusters Score -3.628175e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265208 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -36281944.000000 Penalty: 6227.141602
	Iteration 40F: 3 clusters Score -3.628194e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266382 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -36281988.000000 Penalty: 6227.141602
	Iteration 41Q: 3 clusters Score -3.628199e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267482 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -36282032.000000 Penalty: 6227.141602
	Iteration 42Q: 3 clusters Score -3.628203e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268488 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -36282128.000000 Penalty: 6227.141602
	Iteration 43Q: 3 clusters Score -3.628213e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269436 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -36281916.000000 Penalty: 6227.141602
	Iteration 44Q: 3 clusters Score -3.628192e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -36281844.000000 Penalty: 6227.141602
	Iteration 45Q: 3 clusters Score -3.628184e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271061 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -36281832.000000 Penalty: 6227.141602
	Iteration 46Q: 3 clusters Score -3.628183e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271821 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -36281760.000000 Penalty: 6227.141602
	Iteration 47Q: 3 clusters Score -3.628176e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272508 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -36281776.000000 Penalty: 6227.141602
	Iteration 48Q: 3 clusters Score -3.628178e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273152 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -36281836.000000 Penalty: 6227.141602
	Iteration 49Q: 3 clusters Score -3.628184e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273824 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -36281724.000000 Penalty: 6227.141602
	Iteration 50Q: 3 clusters Score -3.628172e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274443 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -36281752.000000 Penalty: 6227.141602
	Iteration 51Q: 3 clusters Score -3.628175e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275029 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -36281808.000000 Penalty: 6227.141602
	Iteration 52Q: 3 clusters Score -3.628181e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275603 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -36281716.000000 Penalty: 6227.141602
	Iteration 53Q: 3 clusters Score -3.628172e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276156 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -36281800.000000 Penalty: 6227.141602
	Iteration 54Q: 3 clusters Score -3.62818e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276629 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -36281836.000000 Penalty: 6227.141602
	Iteration 55Q: 3 clusters Score -3.628184e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277071 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -36281784.000000 Penalty: 6227.141602
	Iteration 56Q: 3 clusters Score -3.628178e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277527 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -36281692.000000 Penalty: 6227.141602
	Iteration 57Q: 3 clusters Score -3.628169e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277950 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -36281636.000000 Penalty: 6227.141602
	Iteration 58Q: 3 clusters Score -3.628164e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278347 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -36281620.000000 Penalty: 6227.141602
	Iteration 59Q: 3 clusters Score -3.628162e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278735 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -36281612.000000 Penalty: 6227.141602
	Iteration 60F: 3 clusters Score -3.628161e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279092 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -36281616.000000 Penalty: 6227.141602
	Iteration 61Q: 3 clusters Score -3.628162e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279455 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -36281632.000000 Penalty: 6227.141602
	Iteration 62Q: 3 clusters Score -3.628163e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279812 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -36281708.000000 Penalty: 6227.141602
	Iteration 63Q: 3 clusters Score -3.628171e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280140 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -36281768.000000 Penalty: 6227.141602
	Iteration 64Q: 3 clusters Score -3.628177e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280441 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -36281692.000000 Penalty: 6227.141602
	Iteration 65Q: 3 clusters Score -3.628169e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280714 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -36281704.000000 Penalty: 6227.141602
	Iteration 66Q: 3 clusters Score -3.62817e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280949 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -36281716.000000 Penalty: 6227.141602
	Iteration 67Q: 3 clusters Score -3.628172e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281160 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -36281728.000000 Penalty: 6227.141602
	Iteration 68Q: 3 clusters Score -3.628173e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281356 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -36281664.000000 Penalty: 6227.141602
	Iteration 69Q: 3 clusters Score -3.628166e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281510 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -36281672.000000 Penalty: 6227.141602
	Iteration 70Q: 3 clusters Score -3.628167e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281644 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -36281648.000000 Penalty: 6227.141602
	Iteration 71Q: 3 clusters Score -3.628165e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281754 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -36281676.000000 Penalty: 6227.141602
	Iteration 72Q: 3 clusters Score -3.628168e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281868 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -36281632.000000 Penalty: 6227.141602
	Iteration 73Q: 3 clusters Score -3.628163e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281955 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -36281700.000000 Penalty: 6227.141602
	Iteration 74Q: 3 clusters Score -3.62817e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282033 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -36281716.000000 Penalty: 6227.141602
	Iteration 75Q: 3 clusters Score -3.628172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282101 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -36281696.000000 Penalty: 6227.141602
	Iteration 76Q: 3 clusters Score -3.62817e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282168 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -36281708.000000 Penalty: 6227.141602
	Iteration 77Q: 3 clusters Score -3.628171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282234 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -36281724.000000 Penalty: 6227.141602
	Iteration 78Q: 3 clusters Score -3.628172e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282282 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -36281720.000000 Penalty: 6227.141602
	Iteration 79Q: 3 clusters Score -3.628172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282323 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -36281732.000000 Penalty: 6227.141602
	Iteration 80F: 3 clusters Score -3.628173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282356 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -36281752.000000 Penalty: 6227.141602
	Iteration 81Q: 3 clusters Score -3.628175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282390 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -36281764.000000 Penalty: 6227.141602
	Iteration 82Q: 3 clusters Score -3.628176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282413 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -36281760.000000 Penalty: 6227.141602
	Iteration 83Q: 3 clusters Score -3.628176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282445 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36281780.000000 Penalty: 6227.141602
	Iteration 84Q: 3 clusters Score -3.628178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282462 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -36281780.000000 Penalty: 6227.141602
	Iteration 85Q: 3 clusters Score -3.628178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282477 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -36281812.000000 Penalty: 6227.141602
	Iteration 86Q: 3 clusters Score -3.628181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282487 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -36281788.000000 Penalty: 6227.141602
	Iteration 87Q: 3 clusters Score -3.628179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282494 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -36281788.000000 Penalty: 6227.141602
	Iteration 88Q: 3 clusters Score -3.628179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -36281820.000000 Penalty: 6227.141602
	Iteration 89Q: 3 clusters Score -3.628182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282512 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -36281820.000000 Penalty: 6227.141602
	Iteration 90Q: 3 clusters Score -3.628182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282517 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -36281804.000000 Penalty: 6227.141602
	Iteration 91Q: 3 clusters Score -3.62818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282522 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -36281808.000000 Penalty: 6227.141602
	Iteration 92Q: 3 clusters Score -3.628181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282526 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -36281788.000000 Penalty: 6227.141602
	Iteration 93Q: 3 clusters Score -3.628179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282527 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36281792.000000 Penalty: 6227.141602
	Iteration 94Q: 3 clusters Score -3.628179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282527 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36281792.000000 Penalty: 6227.141602
	Iteration 95F: 3 clusters Score -3.628179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -68740.507812 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -68740.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67181.609375 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -67181.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67525.250000 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -67525.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67819.015625 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -67819.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67922.382812 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -67922.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67970.882812 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -67970.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67997.367188 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67997.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68015.242188 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -68015.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68023.578125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -68023.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68023.578125 Penalty: 3213.340576
	Iteration 8F: 3 clusters Score -68023.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -115731.601562 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -115731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113802.562500 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -113802.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114281.671875 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -114281.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114573.289062 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -114573.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114903.421875 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -114903.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115090.390625 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -115090.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115186.843750 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -115186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115252.320312 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -115252.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115321.062500 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -115321.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115392.703125 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -115392.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115444.468750 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -115444.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115564.992188 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -115565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115835.335938 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -115835.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116130.656250 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -116130.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116365.312500 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -116365.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116441.578125 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -116441.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116529.664062 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -116529.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116627.554688 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -116627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116712.468750 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -116712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116752.351562 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -116752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116810.906250 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -116810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116860.523438 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -116860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116932.328125 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -116932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116970.750000 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -116970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -117033.734375 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -117033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117080.343750 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -117080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117195.257812 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -117195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -117274.351562 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -117274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -117282.601562 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -117282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117296.828125 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -117296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117321.132812 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -117321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -117405.570312 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -117405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117593.445312 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -117593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117626.554688 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -117626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117626.554688 Penalty: 3461.194092
	Iteration 33F: 3 clusters Score -117626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206987 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 180125 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 54166 members 
Mstep: Class 8 contains 34695 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181236 members 
Mstep: Class 11 contains 189459 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 22966 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283430 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 450 members 
Mstep: Class 21 contains 25270 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
Score: -166395200.000000 Penalty: 76877.992188
Splitting cluster 20 changes total score from -166395072.000000 to -166395200.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 21 (25270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Entering Unmasked Estep 
Score: -3089579.000000 Penalty: 2514.068604
	Iteration 0F: 2 clusters Score -3089579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3072087.750000 Penalty: 5028.137207
	Iteration 0F: 3 clusters Score -3072088 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3078223.500000 Penalty: 5028.137207
	Iteration 1F: 3 clusters Score -3078224 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3078622 nChanged 1042
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3078950 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3079227 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3079574 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3079904.500000 Penalty: 5028.137207
	Iteration 6Q: 3 clusters Score -3079904 nChanged 935
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3080291.500000 Penalty: 5028.137207
	Iteration 7Q: 3 clusters Score -3080292 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3080718 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3081126 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3081664.500000 Penalty: 5028.137207
	Iteration 10Q: 3 clusters Score -3081664 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3082358.500000 Penalty: 5028.137207
	Iteration 11Q: 3 clusters Score -3082358 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3083277.000000 Penalty: 5028.137207
	Iteration 12F: 3 clusters Score -3083277 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3084265.750000 Penalty: 5028.137207
	Iteration 13F: 3 clusters Score -3084266 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3085253.000000 Penalty: 5028.137207
	Iteration 14F: 3 clusters Score -3085253 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3086152.750000 Penalty: 5028.137207
	Iteration 15Q: 3 clusters Score -3086153 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3086718.500000 Penalty: 5028.137207
	Iteration 16Q: 3 clusters Score -3086718 nChanged 586
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3086974.000000 Penalty: 5028.137207
	Iteration 17Q: 3 clusters Score -3086974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3087103.750000 Penalty: 5028.137207
	Iteration 18Q: 3 clusters Score -3087104 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3087194.250000 Penalty: 5028.137207
	Iteration 19Q: 3 clusters Score -3087194 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3087243.000000 Penalty: 5028.137207
	Iteration 20F: 3 clusters Score -3087243 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3087289.250000 Penalty: 5028.137207
	Iteration 21Q: 3 clusters Score -3087289 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3087324.750000 Penalty: 5028.137207
	Iteration 22Q: 3 clusters Score -3087325 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3087346.750000 Penalty: 5028.137207
	Iteration 23Q: 3 clusters Score -3087347 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3087378.000000 Penalty: 5028.137207
	Iteration 24Q: 3 clusters Score -3087378 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3087412.750000 Penalty: 5028.137207
	Iteration 25Q: 3 clusters Score -3087413 nChanged 169
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3087452.250000 Penalty: 5028.137207
	Iteration 26Q: 3 clusters Score -3087452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3087491.000000 Penalty: 5028.137207
	Iteration 27Q: 3 clusters Score -3087491 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3087518.250000 Penalty: 5028.137207
	Iteration 28Q: 3 clusters Score -3087518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3087565.250000 Penalty: 5028.137207
	Iteration 29Q: 3 clusters Score -3087565 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3087576.750000 Penalty: 5028.137207
	Iteration 30Q: 3 clusters Score -3087577 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3087608.250000 Penalty: 5028.137207
	Iteration 31Q: 3 clusters Score -3087608 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3087622.250000 Penalty: 5028.137207
	Iteration 32Q: 3 clusters Score -3087622 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3087638.500000 Penalty: 5028.137207
	Iteration 33Q: 3 clusters Score -3087638 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3087650.250000 Penalty: 5028.137207
	Iteration 34Q: 3 clusters Score -3087650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3087669.500000 Penalty: 5028.137207
	Iteration 35Q: 3 clusters Score -3087670 nChanged 104
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Mstep: Class 1 contains 13333 members 
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Entering Unmasked Estep 
Score: -3087687.750000 Penalty: 5028.137207
	Iteration 36Q: 3 clusters Score -3087688 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3087701.250000 Penalty: 5028.137207
	Iteration 37Q: 3 clusters Score -3087701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3087706.500000 Penalty: 5028.137207
	Iteration 38Q: 3 clusters Score -3087706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3087715.000000 Penalty: 5028.137207
	Iteration 39Q: 3 clusters Score -3087715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3087720.750000 Penalty: 5028.137207
	Iteration 40F: 3 clusters Score -3087721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3087732.000000 Penalty: 5028.137207
	Iteration 41Q: 3 clusters Score -3087732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3087742.500000 Penalty: 5028.137207
	Iteration 42Q: 3 clusters Score -3087742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3087759.000000 Penalty: 5028.137207
	Iteration 43Q: 3 clusters Score -3087759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3087761.750000 Penalty: 5028.137207
	Iteration 44Q: 3 clusters Score -3087762 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3087771.750000 Penalty: 5028.137207
	Iteration 45Q: 3 clusters Score -3087772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3087784.750000 Penalty: 5028.137207
	Iteration 46Q: 3 clusters Score -3087785 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3087784.500000 Penalty: 5028.137207
	Iteration 47Q: 3 clusters Score -3087784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3087807.750000 Penalty: 5028.137207
	Iteration 48Q: 3 clusters Score -3087808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3087810.750000 Penalty: 5028.137207
	Iteration 49Q: 3 clusters Score -3087811 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3087815.500000 Penalty: 5028.137207
	Iteration 50Q: 3 clusters Score -3087816 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3087825.500000 Penalty: 5028.137207
	Iteration 51Q: 3 clusters Score -3087826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3087840.000000 Penalty: 5028.137207
	Iteration 52Q: 3 clusters Score -3087840 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3087874.500000 Penalty: 5028.137207
	Iteration 53Q: 3 clusters Score -3087874 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3087885.250000 Penalty: 5028.137207
	Iteration 54Q: 3 clusters Score -3087885 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
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Entering Unmasked Estep 
Score: -3087907.000000 Penalty: 5028.137207
	Iteration 55Q: 3 clusters Score -3087907 nChanged 97
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Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3087910 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3087916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3087921.500000 Penalty: 5028.137207
	Iteration 58Q: 3 clusters Score -3087922 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3087930 nChanged 77
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Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3087941.500000 Penalty: 5028.137207
	Iteration 60F: 3 clusters Score -3087942 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3087956.250000 Penalty: 5028.137207
	Iteration 61Q: 3 clusters Score -3087956 nChanged 67
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Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3087969.750000 Penalty: 5028.137207
	Iteration 62Q: 3 clusters Score -3087970 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3087972.500000 Penalty: 5028.137207
	Iteration 63Q: 3 clusters Score -3087972 nChanged 92
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Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3087987.000000 Penalty: 5028.137207
	Iteration 64Q: 3 clusters Score -3087987 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3088006.250000 Penalty: 5028.137207
	Iteration 65Q: 3 clusters Score -3088006 nChanged 92
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Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3088004.000000 Penalty: 5028.137207
	Iteration 66Q: 3 clusters Score -3088004 nChanged 78
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Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3088017.750000 Penalty: 5028.137207
	Iteration 67Q: 3 clusters Score -3088018 nChanged 79
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Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3088031 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3088035.500000 Penalty: 5028.137207
	Iteration 69Q: 3 clusters Score -3088036 nChanged 65
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Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3088040.250000 Penalty: 5028.137207
	Iteration 70Q: 3 clusters Score -3088040 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3088048.250000 Penalty: 5028.137207
	Iteration 71Q: 3 clusters Score -3088048 nChanged 71
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Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3088055.500000 Penalty: 5028.137207
	Iteration 72Q: 3 clusters Score -3088056 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3088068.750000 Penalty: 5028.137207
	Iteration 73Q: 3 clusters Score -3088069 nChanged 52
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Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3088077.500000 Penalty: 5028.137207
	Iteration 74Q: 3 clusters Score -3088078 nChanged 49
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Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3088070 nChanged 30
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Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3088080 nChanged 35
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Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3088085.500000 Penalty: 5028.137207
	Iteration 77Q: 3 clusters Score -3088086 nChanged 32
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Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3088086 nChanged 29
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Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3088091.250000 Penalty: 5028.137207
	Iteration 79Q: 3 clusters Score -3088091 nChanged 38
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Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3088097.750000 Penalty: 5028.137207
	Iteration 80F: 3 clusters Score -3088098 nChanged 36
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Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3088102.250000 Penalty: 5028.137207
	Iteration 81Q: 3 clusters Score -3088102 nChanged 39
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Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3088099 nChanged 45
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Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3088104 nChanged 56
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Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3088119.500000 Penalty: 5028.137207
	Iteration 84Q: 3 clusters Score -3088120 nChanged 51
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Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3088113.000000 Penalty: 5028.137207
	Iteration 85Q: 3 clusters Score -3088113 nChanged 45
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Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3088113 nChanged 37
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Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3088111 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3088114 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3088127.750000 Penalty: 5028.137207
	Iteration 89Q: 3 clusters Score -3088128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3088131.000000 Penalty: 5028.137207
	Iteration 90Q: 3 clusters Score -3088131 nChanged 30
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Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3088132 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3088142.750000 Penalty: 5028.137207
	Iteration 92Q: 3 clusters Score -3088143 nChanged 36
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Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3088137.250000 Penalty: 5028.137207
	Iteration 93Q: 3 clusters Score -3088137 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3088145.250000 Penalty: 5028.137207
	Iteration 94Q: 3 clusters Score -3088145 nChanged 27
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -3088146 nChanged 38
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	Iteration 96Q: 3 clusters Score -3088152 nChanged 31
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	Iteration 97Q: 3 clusters Score -3088153 nChanged 29
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	Iteration 98Q: 3 clusters Score -3088152 nChanged 30
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	Iteration 99Q: 3 clusters Score -3088152 nChanged 24
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	Iteration 100F: 3 clusters Score -3088156 nChanged 21
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	Iteration 101Q: 3 clusters Score -3088154 nChanged 16
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	Iteration 102Q: 3 clusters Score -3088162 nChanged 18
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	Iteration 103Q: 3 clusters Score -3088169 nChanged 19
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	Iteration 104Q: 3 clusters Score -3088172 nChanged 13
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	Iteration 105Q: 3 clusters Score -3088168 nChanged 14
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	Iteration 106Q: 3 clusters Score -3088166 nChanged 17
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	Iteration 107Q: 3 clusters Score -3088165 nChanged 15
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	Iteration 108Q: 3 clusters Score -3088166 nChanged 20
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	Iteration 109Q: 3 clusters Score -3088164 nChanged 13
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	Iteration 110Q: 3 clusters Score -3088170 nChanged 6
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	Iteration 111Q: 3 clusters Score -3088165 nChanged 8
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	Iteration 112Q: 3 clusters Score -3088168 nChanged 12
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	Iteration 113Q: 3 clusters Score -3088172 nChanged 12
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	Iteration 114Q: 3 clusters Score -3088172 nChanged 15
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	Iteration 115Q: 3 clusters Score -3088171 nChanged 21
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	Iteration 116Q: 3 clusters Score -3088173 nChanged 25
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	Iteration 117Q: 3 clusters Score -3088178 nChanged 25
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	Iteration 118Q: 3 clusters Score -3088176 nChanged 24
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	Iteration 119Q: 3 clusters Score -3088176 nChanged 15
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	Iteration 120F: 3 clusters Score -3088182 nChanged 9
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	Iteration 121Q: 3 clusters Score -3088173 nChanged 8
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	Iteration 122Q: 3 clusters Score -3088171 nChanged 11
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	Iteration 123Q: 3 clusters Score -3088171 nChanged 9
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	Iteration 124Q: 3 clusters Score -3088173 nChanged 4
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	Iteration 125Q: 3 clusters Score -3088172 nChanged 7
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	Iteration 126Q: 3 clusters Score -3088180 nChanged 2
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	Iteration 127Q: 3 clusters Score -3088177 nChanged 2
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	Iteration 128Q: 3 clusters Score -3088177 nChanged 4
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	Iteration 129Q: 3 clusters Score -3088176 nChanged 5
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	Iteration 130Q: 3 clusters Score -3088174 nChanged 4
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	Iteration 131Q: 3 clusters Score -3088175 nChanged 4
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	Iteration 132Q: 3 clusters Score -3088174 nChanged 4
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	Iteration 133Q: 3 clusters Score -3088172 nChanged 6
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	Iteration 134Q: 3 clusters Score -3088182 nChanged 8
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	Iteration 135Q: 3 clusters Score -3088181 nChanged 5
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	Iteration 136Q: 3 clusters Score -3088180 nChanged 2
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	Iteration 137Q: 3 clusters Score -3088184 nChanged 3
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	Iteration 138Q: 3 clusters Score -3088184 nChanged 3
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	Iteration 139Q: 3 clusters Score -3088180 nChanged 3
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	Iteration 140F: 3 clusters Score -3088177 nChanged 3
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	Iteration 141Q: 3 clusters Score -3088177 nChanged 3
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	Iteration 142Q: 3 clusters Score -3088178 nChanged 5
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	Iteration 143Q: 3 clusters Score -3088180 nChanged 5
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	Iteration 144Q: 3 clusters Score -3088178 nChanged 11
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	Iteration 145Q: 3 clusters Score -3088180 nChanged 11
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	Iteration 146Q: 3 clusters Score -3088182 nChanged 13
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	Iteration 147Q: 3 clusters Score -3088183 nChanged 13
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	Iteration 148Q: 3 clusters Score -3088185 nChanged 13
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	Iteration 149Q: 3 clusters Score -3088187 nChanged 16
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	Iteration 150Q: 3 clusters Score -3088198 nChanged 14
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	Iteration 151Q: 3 clusters Score -3088191 nChanged 7
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	Iteration 152Q: 3 clusters Score -3088195 nChanged 8
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	Iteration 153Q: 3 clusters Score -3088187 nChanged 4
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	Iteration 154Q: 3 clusters Score -3088188 nChanged 7
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	Iteration 155Q: 3 clusters Score -3088184 nChanged 6
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	Iteration 156Q: 3 clusters Score -3088181 nChanged 7
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	Iteration 157Q: 3 clusters Score -3088184 nChanged 8
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	Iteration 158Q: 3 clusters Score -3088181 nChanged 8
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	Iteration 159Q: 3 clusters Score -3088188 nChanged 5
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	Iteration 160F: 3 clusters Score -3088188 nChanged 4
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	Iteration 161Q: 3 clusters Score -3088194 nChanged 6
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	Iteration 162Q: 3 clusters Score -3088193 nChanged 6
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	Iteration 163Q: 3 clusters Score -3088186 nChanged 10
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	Iteration 164Q: 3 clusters Score -3088192 nChanged 10
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	Iteration 165Q: 3 clusters Score -3088192 nChanged 9
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	Iteration 166Q: 3 clusters Score -3088191 nChanged 6
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	Iteration 167Q: 3 clusters Score -3088194 nChanged 4
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	Iteration 168Q: 3 clusters Score -3088196 nChanged 11
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	Iteration 169Q: 3 clusters Score -3088198 nChanged 8
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	Iteration 170Q: 3 clusters Score -3088204 nChanged 10
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	Iteration 171Q: 3 clusters Score -3088201 nChanged 14
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	Iteration 172Q: 3 clusters Score -3088199 nChanged 13
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	Iteration 173Q: 3 clusters Score -3088206 nChanged 9
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	Iteration 174Q: 3 clusters Score -3088202 nChanged 12
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	Iteration 175Q: 3 clusters Score -3088206 nChanged 8
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	Iteration 176Q: 3 clusters Score -3088204 nChanged 10
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	Iteration 177Q: 3 clusters Score -3088206 nChanged 13
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	Iteration 178Q: 3 clusters Score -3088207 nChanged 6
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	Iteration 179Q: 3 clusters Score -3088210 nChanged 5
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	Iteration 180F: 3 clusters Score -3088209 nChanged 2
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	Iteration 181Q: 3 clusters Score -3088211 nChanged 3
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	Iteration 182Q: 3 clusters Score -3088211 nChanged 2
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	Iteration 183Q: 3 clusters Score -3088208 nChanged 4
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	Iteration 184Q: 3 clusters Score -3088210 nChanged 2
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	Iteration 185Q: 3 clusters Score -3088206 nChanged 2
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	Iteration 186Q: 3 clusters Score -3088206 nChanged 1
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	Iteration 187Q: 3 clusters Score -3088207 nChanged 0
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	Iteration 188F: 3 clusters Score -3088207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -54523.515625 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -54523.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53105.250000 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -53105.25 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53601.402344 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -53601.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53833.710938 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -53833.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54039.484375 Penalty: 3145.692383
	Iteration 3F: 3 clusters Score -54039.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54243.960938 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -54243.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54395.253906 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -54395.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54475.445312 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -54475.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54600.234375 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -54600.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54669.019531 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -54669.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54714.976562 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -54714.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54800.597656 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -54800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54824.562500 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -54824.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54862.378906 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -54862.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54863.980469 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -54863.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54868.746094 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -54868.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54870.871094 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -54870.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54872.933594 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -54872.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54879.585938 Penalty: 3145.692383
	Iteration 17F: 3 clusters Score -54879.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54910.859375 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -54910.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54929.605469 Penalty: 3145.692383
	Iteration 19Q: 3 clusters Score -54929.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54961.980469 Penalty: 3145.692383
	Iteration 20F: 3 clusters Score -54961.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55033.988281 Penalty: 3145.692383
	Iteration 21Q: 3 clusters Score -55033.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55092.621094 Penalty: 3145.692383
	Iteration 22Q: 3 clusters Score -55092.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55196.863281 Penalty: 3145.692383
	Iteration 23Q: 3 clusters Score -55196.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55295.882812 Penalty: 3145.692383
	Iteration 24Q: 3 clusters Score -55295.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55311.777344 Penalty: 3145.692383
	Iteration 25Q: 3 clusters Score -55311.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55313.078125 Penalty: 3145.692383
	Iteration 26Q: 3 clusters Score -55313.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55313.078125 Penalty: 3145.692383
	Iteration 27F: 3 clusters Score -55313.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206987 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 180125 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 54166 members 
Mstep: Class 8 contains 34695 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181236 members 
Mstep: Class 11 contains 189459 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 22966 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283430 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 450 members 
Mstep: Class 21 contains 25270 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 307 members 
Entering Unmasked Estep 
Score: -166394144.000000 Penalty: 80372.445312
Splitting cluster 22 changes total score from -166395072.000000 to -166394144.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206987 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 180125 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 54166 members 
Mstep: Class 8 contains 34695 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 181236 members 
Mstep: Class 11 contains 189459 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 22966 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283430 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 450 members 
Mstep: Class 21 contains 25270 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395264.000000 Penalty: 76877.992188
Iteration 79Q: 23 clusters Score -1.663953e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206958 members 
Mstep: Class 2 contains 50482 members 
Mstep: Class 3 contains 17634 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 179980 members 
Mstep: Class 6 contains 42726 members 
Mstep: Class 7 contains 54192 members 
Mstep: Class 8 contains 34683 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 181190 members 
Mstep: Class 11 contains 189451 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 22949 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283566 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 25144 members 
Mstep: Class 22 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395600.000000 Penalty: 76877.992188
Iteration 80F: 23 clusters Score -1.663956e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206937 members 
Mstep: Class 2 contains 50509 members 
Mstep: Class 3 contains 17660 members 
Mstep: Class 4 contains 9893 members 
Mstep: Class 5 contains 179903 members 
Mstep: Class 6 contains 42696 members 
Mstep: Class 7 contains 54197 members 
Mstep: Class 8 contains 34663 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 181150 members 
Mstep: Class 11 contains 189426 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 8413 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283675 members 
Mstep: Class 18 contains 662 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 24996 members 
Mstep: Class 22 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166396016.000000 Penalty: 76877.992188
Iteration 81Q: 23 clusters Score -1.66396e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206934 members 
Mstep: Class 2 contains 50542 members 
Mstep: Class 3 contains 17694 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 179897 members 
Mstep: Class 6 contains 42680 members 
Mstep: Class 7 contains 54187 members 
Mstep: Class 8 contains 34636 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 181094 members 
Mstep: Class 11 contains 189353 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 22897 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283761 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 24821 members 
Mstep: Class 22 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166396896.000000 Penalty: 76877.992188
Iteration 82Q: 23 clusters Score -1.663969e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207008 members 
Mstep: Class 2 contains 50573 members 
Mstep: Class 3 contains 17719 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 179888 members 
Mstep: Class 6 contains 42647 members 
Mstep: Class 7 contains 54172 members 
Mstep: Class 8 contains 34588 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 181010 members 
Mstep: Class 11 contains 189277 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 8617 members 
Mstep: Class 14 contains 22852 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 283870 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 24639 members 
Mstep: Class 22 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398096.000000 Penalty: 76877.992188
Iteration 83Q: 23 clusters Score -1.663981e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207068 members 
Mstep: Class 2 contains 50602 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 179916 members 
Mstep: Class 6 contains 42610 members 
Mstep: Class 7 contains 54152 members 
Mstep: Class 8 contains 34547 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 180868 members 
Mstep: Class 11 contains 189195 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 22807 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 284024 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 24432 members 
Mstep: Class 22 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398800.000000 Penalty: 76877.992188
Iteration 84Q: 23 clusters Score -1.663988e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207016 members 
Mstep: Class 2 contains 50639 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 179947 members 
Mstep: Class 6 contains 42561 members 
Mstep: Class 7 contains 54106 members 
Mstep: Class 8 contains 34525 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 180756 members 
Mstep: Class 11 contains 189136 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 22748 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 284197 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 24221 members 
Mstep: Class 22 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399216.000000 Penalty: 76877.992188
Iteration 85Q: 23 clusters Score -1.663992e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206965 members 
Mstep: Class 2 contains 50663 members 
Mstep: Class 3 contains 17738 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 179954 members 
Mstep: Class 6 contains 42528 members 
Mstep: Class 7 contains 54057 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 180698 members 
Mstep: Class 11 contains 189064 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 22669 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 284336 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 23992 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399984.000000 Penalty: 76877.992188
Iteration 86Q: 23 clusters Score -1.664e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206932 members 
Mstep: Class 2 contains 50703 members 
Mstep: Class 3 contains 17721 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 179938 members 
Mstep: Class 6 contains 42479 members 
Mstep: Class 7 contains 54037 members 
Mstep: Class 8 contains 34482 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 180676 members 
Mstep: Class 11 contains 188959 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 14 contains 22611 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 284482 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 23722 members 
Mstep: Class 22 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400320.000000 Penalty: 76877.992188
Iteration 87Q: 23 clusters Score -1.664003e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206893 members 
Mstep: Class 2 contains 50770 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 11502 members 
Mstep: Class 5 contains 179868 members 
Mstep: Class 6 contains 42429 members 
Mstep: Class 7 contains 54024 members 
Mstep: Class 8 contains 34456 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 180679 members 
Mstep: Class 11 contains 188851 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 22554 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 284600 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 23451 members 
Mstep: Class 22 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400272.000000 Penalty: 76877.992188
Iteration 88Q: 23 clusters Score -1.664003e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206922 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 179677 members 
Mstep: Class 6 contains 42364 members 
Mstep: Class 7 contains 54004 members 
Mstep: Class 8 contains 34432 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 180706 members 
Mstep: Class 11 contains 188769 members 
Mstep: Class 12 contains 791 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 22502 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 284718 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 23148 members 
Mstep: Class 22 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400912.000000 Penalty: 76877.992188
Iteration 89Q: 23 clusters Score -1.664009e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206965 members 
Mstep: Class 2 contains 50915 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 179546 members 
Mstep: Class 6 contains 42321 members 
Mstep: Class 7 contains 53968 members 
Mstep: Class 8 contains 34388 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 188670 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 9465 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 284783 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401264.000000 Penalty: 76877.992188
Iteration 90Q: 23 clusters Score -1.664013e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206990 members 
Mstep: Class 2 contains 51024 members 
Mstep: Class 3 contains 17747 members 
Mstep: Class 4 contains 12629 members 
Mstep: Class 5 contains 179421 members 
Mstep: Class 6 contains 42272 members 
Mstep: Class 7 contains 53934 members 
Mstep: Class 8 contains 34367 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 180684 members 
Mstep: Class 11 contains 188592 members 
Mstep: Class 12 contains 800 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 22438 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 284814 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 22486 members 
Mstep: Class 22 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401936.000000 Penalty: 76877.992188
Iteration 91Q: 23 clusters Score -1.664019e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207067 members 
Mstep: Class 2 contains 51120 members 
Mstep: Class 3 contains 17732 members 
Mstep: Class 4 contains 12973 members 
Mstep: Class 5 contains 179300 members 
Mstep: Class 6 contains 42240 members 
Mstep: Class 7 contains 53896 members 
Mstep: Class 8 contains 34342 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 180632 members 
Mstep: Class 11 contains 188542 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 22406 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 284827 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 22202 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401904.000000 Penalty: 76877.992188
Iteration 92Q: 23 clusters Score -1.664019e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207074 members 
Mstep: Class 2 contains 51221 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 13310 members 
Mstep: Class 5 contains 179175 members 
Mstep: Class 6 contains 42206 members 
Mstep: Class 7 contains 53864 members 
Mstep: Class 8 contains 34334 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 180585 members 
Mstep: Class 11 contains 188539 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 9825 members 
Mstep: Class 14 contains 22377 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284807 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402208.000000 Penalty: 76877.992188
Iteration 93Q: 23 clusters Score -1.664022e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 207051 members 
Mstep: Class 2 contains 51312 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 179068 members 
Mstep: Class 6 contains 42173 members 
Mstep: Class 7 contains 53841 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 180544 members 
Mstep: Class 11 contains 188577 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 9953 members 
Mstep: Class 14 contains 22358 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284766 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21763 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402448.000000 Penalty: 76877.992188
Iteration 94Q: 23 clusters Score -1.664024e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206946 members 
Mstep: Class 2 contains 51417 members 
Mstep: Class 3 contains 17695 members 
Mstep: Class 4 contains 13764 members 
Mstep: Class 5 contains 179010 members 
Mstep: Class 6 contains 42133 members 
Mstep: Class 7 contains 53796 members 
Mstep: Class 8 contains 34300 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 180490 members 
Mstep: Class 11 contains 188643 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10086 members 
Mstep: Class 14 contains 22368 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284748 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21604 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402816.000000 Penalty: 76877.992188
Iteration 95Q: 23 clusters Score -1.664028e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206832 members 
Mstep: Class 2 contains 51525 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 178941 members 
Mstep: Class 6 contains 42098 members 
Mstep: Class 7 contains 53766 members 
Mstep: Class 8 contains 34273 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 180401 members 
Mstep: Class 11 contains 188725 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10232 members 
Mstep: Class 14 contains 22367 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284728 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21485 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403360.000000 Penalty: 76877.992188
Iteration 96Q: 23 clusters Score -1.664034e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206717 members 
Mstep: Class 2 contains 51630 members 
Mstep: Class 3 contains 17691 members 
Mstep: Class 4 contains 14038 members 
Mstep: Class 5 contains 178853 members 
Mstep: Class 6 contains 42091 members 
Mstep: Class 7 contains 53734 members 
Mstep: Class 8 contains 34238 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 180326 members 
Mstep: Class 11 contains 188829 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10354 members 
Mstep: Class 14 contains 22387 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284739 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21376 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403280.000000 Penalty: 76877.992188
Iteration 97Q: 23 clusters Score -1.664033e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206565 members 
Mstep: Class 2 contains 51709 members 
Mstep: Class 3 contains 17695 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 178736 members 
Mstep: Class 6 contains 42066 members 
Mstep: Class 7 contains 53711 members 
Mstep: Class 8 contains 34204 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 180286 members 
Mstep: Class 11 contains 188927 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10476 members 
Mstep: Class 14 contains 22408 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284782 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403152.000000 Penalty: 76877.992188
Iteration 98Q: 23 clusters Score -1.664032e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206372 members 
Mstep: Class 2 contains 51777 members 
Mstep: Class 3 contains 17722 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 178614 members 
Mstep: Class 6 contains 42023 members 
Mstep: Class 7 contains 53686 members 
Mstep: Class 8 contains 34144 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 180326 members 
Mstep: Class 11 contains 189010 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10589 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284841 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21248 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403296.000000 Penalty: 76877.992188
Iteration 99Q: 23 clusters Score -1.664033e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 206128 members 
Mstep: Class 2 contains 51835 members 
Mstep: Class 3 contains 17731 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 178566 members 
Mstep: Class 6 contains 41981 members 
Mstep: Class 7 contains 53659 members 
Mstep: Class 8 contains 34108 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 180371 members 
Mstep: Class 11 contains 189087 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 22426 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 284900 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21197 members 
Mstep: Class 22 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403744.000000 Penalty: 76877.992188
Iteration 100F: 23 clusters Score -1.664037e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 205831 members 
Mstep: Class 2 contains 51891 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 14583 members 
Mstep: Class 5 contains 178503 members 
Mstep: Class 6 contains 41950 members 
Mstep: Class 7 contains 53628 members 
Mstep: Class 8 contains 34080 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 180431 members 
Mstep: Class 11 contains 189028 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 22408 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 284999 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 21078 members 
Mstep: Class 22 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404192.000000 Penalty: 76877.992188
Iteration 101Q: 23 clusters Score -1.664042e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 205603 members 
Mstep: Class 2 contains 51955 members 
Mstep: Class 3 contains 17708 members 
Mstep: Class 4 contains 14785 members 
Mstep: Class 5 contains 178393 members 
Mstep: Class 6 contains 41924 members 
Mstep: Class 7 contains 53573 members 
Mstep: Class 8 contains 34054 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 180471 members 
Mstep: Class 11 contains 189021 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 11014 members 
Mstep: Class 14 contains 22407 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 285113 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20980 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404592.000000 Penalty: 76877.992188
Iteration 102Q: 23 clusters Score -1.664046e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 205405 members 
Mstep: Class 2 contains 51997 members 
Mstep: Class 3 contains 17693 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 178387 members 
Mstep: Class 6 contains 41911 members 
Mstep: Class 7 contains 53521 members 
Mstep: Class 8 contains 34009 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 180450 members 
Mstep: Class 11 contains 189025 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 11161 members 
Mstep: Class 14 contains 22407 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 285207 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404992.000000 Penalty: 76877.992188
Iteration 103Q: 23 clusters Score -1.66405e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 205226 members 
Mstep: Class 2 contains 52023 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 178404 members 
Mstep: Class 6 contains 41886 members 
Mstep: Class 7 contains 53462 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 180416 members 
Mstep: Class 11 contains 188996 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 11306 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 285308 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404944.000000 Penalty: 76877.992188
Iteration 104Q: 23 clusters Score -1.664049e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 205015 members 
Mstep: Class 2 contains 52055 members 
Mstep: Class 3 contains 17675 members 
Mstep: Class 4 contains 15108 members 
Mstep: Class 5 contains 178408 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 53408 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 180408 members 
Mstep: Class 11 contains 189008 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 22423 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285421 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20828 members 
Mstep: Class 22 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404912.000000 Penalty: 76877.992188
Iteration 105Q: 23 clusters Score -1.664049e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204823 members 
Mstep: Class 2 contains 52078 members 
Mstep: Class 3 contains 17655 members 
Mstep: Class 4 contains 15169 members 
Mstep: Class 5 contains 178370 members 
Mstep: Class 6 contains 41835 members 
Mstep: Class 7 contains 53365 members 
Mstep: Class 8 contains 33921 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 180397 members 
Mstep: Class 11 contains 189012 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 11583 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285554 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20803 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405264.000000 Penalty: 76877.992188
Iteration 106Q: 23 clusters Score -1.664053e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204683 members 
Mstep: Class 2 contains 52094 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 15223 members 
Mstep: Class 5 contains 178320 members 
Mstep: Class 6 contains 41810 members 
Mstep: Class 7 contains 53315 members 
Mstep: Class 8 contains 33896 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 180397 members 
Mstep: Class 11 contains 189005 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 11718 members 
Mstep: Class 14 contains 22448 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285670 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20791 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405728.000000 Penalty: 76877.992188
Iteration 107Q: 23 clusters Score -1.664057e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204523 members 
Mstep: Class 2 contains 52111 members 
Mstep: Class 3 contains 17601 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 178273 members 
Mstep: Class 6 contains 41795 members 
Mstep: Class 7 contains 53281 members 
Mstep: Class 8 contains 33862 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180378 members 
Mstep: Class 11 contains 189045 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 11875 members 
Mstep: Class 14 contains 22454 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285753 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20784 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 108Q: 23 clusters Score -1.664057e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204439 members 
Mstep: Class 2 contains 52121 members 
Mstep: Class 3 contains 17564 members 
Mstep: Class 4 contains 15287 members 
Mstep: Class 5 contains 178157 members 
Mstep: Class 6 contains 41767 members 
Mstep: Class 7 contains 53247 members 
Mstep: Class 8 contains 33822 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 180382 members 
Mstep: Class 11 contains 189100 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12013 members 
Mstep: Class 14 contains 22449 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285873 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20775 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 109Q: 23 clusters Score -1.664056e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204347 members 
Mstep: Class 2 contains 52133 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 178067 members 
Mstep: Class 6 contains 41746 members 
Mstep: Class 7 contains 53217 members 
Mstep: Class 8 contains 33793 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180377 members 
Mstep: Class 11 contains 189143 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12155 members 
Mstep: Class 14 contains 22450 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 285967 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20768 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405328.000000 Penalty: 76877.992188
Iteration 110Q: 23 clusters Score -1.664053e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204244 members 
Mstep: Class 2 contains 52137 members 
Mstep: Class 3 contains 17471 members 
Mstep: Class 4 contains 15325 members 
Mstep: Class 5 contains 178012 members 
Mstep: Class 6 contains 41717 members 
Mstep: Class 7 contains 53189 members 
Mstep: Class 8 contains 33761 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180368 members 
Mstep: Class 11 contains 189169 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12316 members 
Mstep: Class 14 contains 22450 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286074 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20764 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 111Q: 23 clusters Score -1.664054e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204162 members 
Mstep: Class 2 contains 52139 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 15329 members 
Mstep: Class 5 contains 177868 members 
Mstep: Class 6 contains 41686 members 
Mstep: Class 7 contains 53162 members 
Mstep: Class 8 contains 33738 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 180402 members 
Mstep: Class 11 contains 189208 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 22445 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286178 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20765 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405200.000000 Penalty: 76877.992188
Iteration 112Q: 23 clusters Score -1.664052e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 204049 members 
Mstep: Class 2 contains 52144 members 
Mstep: Class 3 contains 17372 members 
Mstep: Class 4 contains 15338 members 
Mstep: Class 5 contains 177721 members 
Mstep: Class 6 contains 41656 members 
Mstep: Class 7 contains 53140 members 
Mstep: Class 8 contains 33712 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 180405 members 
Mstep: Class 11 contains 189239 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12701 members 
Mstep: Class 14 contains 22443 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286317 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20760 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405312.000000 Penalty: 76877.992188
Iteration 113Q: 23 clusters Score -1.664053e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203946 members 
Mstep: Class 2 contains 52144 members 
Mstep: Class 3 contains 17326 members 
Mstep: Class 4 contains 15350 members 
Mstep: Class 5 contains 177572 members 
Mstep: Class 6 contains 41627 members 
Mstep: Class 7 contains 53104 members 
Mstep: Class 8 contains 33682 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180435 members 
Mstep: Class 11 contains 189271 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 12892 members 
Mstep: Class 14 contains 22445 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286444 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20758 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405104.000000 Penalty: 76877.992188
Iteration 114Q: 23 clusters Score -1.664051e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203881 members 
Mstep: Class 2 contains 52145 members 
Mstep: Class 3 contains 17292 members 
Mstep: Class 4 contains 15360 members 
Mstep: Class 5 contains 177415 members 
Mstep: Class 6 contains 41608 members 
Mstep: Class 7 contains 53063 members 
Mstep: Class 8 contains 33668 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180471 members 
Mstep: Class 11 contains 189307 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 22447 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286532 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20755 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405200.000000 Penalty: 76877.992188
Iteration 115Q: 23 clusters Score -1.664052e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203804 members 
Mstep: Class 2 contains 52156 members 
Mstep: Class 3 contains 17256 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 177230 members 
Mstep: Class 6 contains 41583 members 
Mstep: Class 7 contains 53022 members 
Mstep: Class 8 contains 33651 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180515 members 
Mstep: Class 11 contains 189370 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13220 members 
Mstep: Class 14 contains 22446 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286619 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20753 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405264.000000 Penalty: 76877.992188
Iteration 116Q: 23 clusters Score -1.664053e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203769 members 
Mstep: Class 2 contains 52162 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 177090 members 
Mstep: Class 6 contains 41556 members 
Mstep: Class 7 contains 52984 members 
Mstep: Class 8 contains 33637 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180545 members 
Mstep: Class 11 contains 189421 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 22450 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286657 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20753 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 117Q: 23 clusters Score -1.664054e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203722 members 
Mstep: Class 2 contains 52168 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 176967 members 
Mstep: Class 6 contains 41520 members 
Mstep: Class 7 contains 52943 members 
Mstep: Class 8 contains 33621 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180543 members 
Mstep: Class 11 contains 189542 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13467 members 
Mstep: Class 14 contains 22445 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286727 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20749 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 118Q: 23 clusters Score -1.664054e+08 nChanged 1556
Entering ConstructFrom: 
Score: -166405376.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (203638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203638 members 
Entering Unmasked Estep 
Score: -26193272.000000 Penalty: 3031.576660
	Iteration 0F: 2 clusters Score -2.619327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -26062364.000000 Penalty: 6063.153320
	Iteration 0F: 3 clusters Score -2.606236e+07 nChanged 98157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -26121654.000000 Penalty: 6063.153320
	Iteration 1F: 3 clusters Score -2.612165e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -26124562.000000 Penalty: 6063.153320
	Iteration 2Q: 3 clusters Score -2.612456e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -26129368.000000 Penalty: 6063.153320
	Iteration 3Q: 3 clusters Score -2.612937e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 128825 members 
Entering Unmasked Estep 
Score: -26137182.000000 Penalty: 6063.153320
	Iteration 4F: 3 clusters Score -2.613718e+07 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -26149650.000000 Penalty: 6063.153320
	Iteration 5F: 3 clusters Score -2.614965e+07 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -26164286.000000 Penalty: 6063.153320
	Iteration 6F: 3 clusters Score -2.616429e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -26176878.000000 Penalty: 6063.153320
	Iteration 7F: 3 clusters Score -2.617688e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -26184308.000000 Penalty: 6063.153320
	Iteration 8Q: 3 clusters Score -2.618431e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -26187514.000000 Penalty: 6063.153320
	Iteration 9Q: 3 clusters Score -2.618751e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -26188862.000000 Penalty: 6063.153320
	Iteration 10Q: 3 clusters Score -2.618886e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 182382 members 
Entering Unmasked Estep 
Score: -26189618.000000 Penalty: 6063.153320
	Iteration 11Q: 3 clusters Score -2.618962e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 185021 members 
Entering Unmasked Estep 
Score: -26190346.000000 Penalty: 6063.153320
	Iteration 12Q: 3 clusters Score -2.619035e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 187400 members 
Entering Unmasked Estep 
Score: -26190936.000000 Penalty: 6063.153320
	Iteration 13Q: 3 clusters Score -2.619094e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -26191446.000000 Penalty: 6063.153320
	Iteration 14Q: 3 clusters Score -2.619145e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 191339 members 
Entering Unmasked Estep 
Score: -26191700.000000 Penalty: 6063.153320
	Iteration 15Q: 3 clusters Score -2.61917e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 193016 members 
Entering Unmasked Estep 
Score: -26191890.000000 Penalty: 6063.153320
	Iteration 16Q: 3 clusters Score -2.619189e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 194472 members 
Entering Unmasked Estep 
Score: -26191996.000000 Penalty: 6063.153320
	Iteration 17Q: 3 clusters Score -2.6192e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 195741 members 
Entering Unmasked Estep 
Score: -26191814.000000 Penalty: 6063.153320
	Iteration 18Q: 3 clusters Score -2.619181e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 196803 members 
Entering Unmasked Estep 
Score: -26191842.000000 Penalty: 6063.153320
	Iteration 19Q: 3 clusters Score -2.619184e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 197723 members 
Entering Unmasked Estep 
Score: -26191862.000000 Penalty: 6063.153320
	Iteration 20F: 3 clusters Score -2.619186e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -26191688.000000 Penalty: 6063.153320
	Iteration 21Q: 3 clusters Score -2.619169e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 199048 members 
Entering Unmasked Estep 
Score: -26191606.000000 Penalty: 6063.153320
	Iteration 22Q: 3 clusters Score -2.619161e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 199524 members 
Entering Unmasked Estep 
Score: -26191506.000000 Penalty: 6063.153320
	Iteration 23Q: 3 clusters Score -2.619151e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 199927 members 
Entering Unmasked Estep 
Score: -26191522.000000 Penalty: 6063.153320
	Iteration 24Q: 3 clusters Score -2.619152e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 200254 members 
Entering Unmasked Estep 
Score: -26191518.000000 Penalty: 6063.153320
	Iteration 25Q: 3 clusters Score -2.619152e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 200542 members 
Entering Unmasked Estep 
Score: -26191576.000000 Penalty: 6063.153320
	Iteration 26Q: 3 clusters Score -2.619158e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 200768 members 
Entering Unmasked Estep 
Score: -26191534.000000 Penalty: 6063.153320
	Iteration 27Q: 3 clusters Score -2.619153e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 200944 members 
Entering Unmasked Estep 
Score: -26191562.000000 Penalty: 6063.153320
	Iteration 28Q: 3 clusters Score -2.619156e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 201097 members 
Entering Unmasked Estep 
Score: -26191552.000000 Penalty: 6063.153320
	Iteration 29Q: 3 clusters Score -2.619155e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 201231 members 
Entering Unmasked Estep 
Score: -26191554.000000 Penalty: 6063.153320
	Iteration 30Q: 3 clusters Score -2.619155e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 201352 members 
Entering Unmasked Estep 
Score: -26191586.000000 Penalty: 6063.153320
	Iteration 31Q: 3 clusters Score -2.619159e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 201449 members 
Entering Unmasked Estep 
Score: -26191546.000000 Penalty: 6063.153320
	Iteration 32Q: 3 clusters Score -2.619155e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 201541 members 
Entering Unmasked Estep 
Score: -26191572.000000 Penalty: 6063.153320
	Iteration 33Q: 3 clusters Score -2.619157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -26191576.000000 Penalty: 6063.153320
	Iteration 34Q: 3 clusters Score -2.619158e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 201670 members 
Entering Unmasked Estep 
Score: -26191576.000000 Penalty: 6063.153320
	Iteration 35Q: 3 clusters Score -2.619158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 201721 members 
Entering Unmasked Estep 
Score: -26191592.000000 Penalty: 6063.153320
	Iteration 36Q: 3 clusters Score -2.619159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -26191576.000000 Penalty: 6063.153320
	Iteration 37Q: 3 clusters Score -2.619158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 201799 members 
Entering Unmasked Estep 
Score: -26191582.000000 Penalty: 6063.153320
	Iteration 38Q: 3 clusters Score -2.619158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 201830 members 
Entering Unmasked Estep 
Score: -26191564.000000 Penalty: 6063.153320
	Iteration 39Q: 3 clusters Score -2.619156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 201853 members 
Entering Unmasked Estep 
Score: -26191548.000000 Penalty: 6063.153320
	Iteration 40F: 3 clusters Score -2.619155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -26191538.000000 Penalty: 6063.153320
	Iteration 41Q: 3 clusters Score -2.619154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 201891 members 
Entering Unmasked Estep 
Score: -26191540.000000 Penalty: 6063.153320
	Iteration 42Q: 3 clusters Score -2.619154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 201904 members 
Entering Unmasked Estep 
Score: -26191536.000000 Penalty: 6063.153320
	Iteration 43Q: 3 clusters Score -2.619154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 201920 members 
Entering Unmasked Estep 
Score: -26191524.000000 Penalty: 6063.153320
	Iteration 44Q: 3 clusters Score -2.619152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 201938 members 
Entering Unmasked Estep 
Score: -26191510.000000 Penalty: 6063.153320
	Iteration 45Q: 3 clusters Score -2.619151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 201950 members 
Entering Unmasked Estep 
Score: -26191512.000000 Penalty: 6063.153320
	Iteration 46Q: 3 clusters Score -2.619151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 201968 members 
Entering Unmasked Estep 
Score: -26191510.000000 Penalty: 6063.153320
	Iteration 47Q: 3 clusters Score -2.619151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -26191512.000000 Penalty: 6063.153320
	Iteration 48Q: 3 clusters Score -2.619151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 202006 members 
Entering Unmasked Estep 
Score: -26191530.000000 Penalty: 6063.153320
	Iteration 49Q: 3 clusters Score -2.619153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 202027 members 
Entering Unmasked Estep 
Score: -26191520.000000 Penalty: 6063.153320
	Iteration 50Q: 3 clusters Score -2.619152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 202040 members 
Entering Unmasked Estep 
Score: -26191514.000000 Penalty: 6063.153320
	Iteration 51Q: 3 clusters Score -2.619151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 202049 members 
Entering Unmasked Estep 
Score: -26191530.000000 Penalty: 6063.153320
	Iteration 52Q: 3 clusters Score -2.619153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 202053 members 
Entering Unmasked Estep 
Score: -26191516.000000 Penalty: 6063.153320
	Iteration 53Q: 3 clusters Score -2.619152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 202054 members 
Entering Unmasked Estep 
Score: -26191506.000000 Penalty: 6063.153320
	Iteration 54Q: 3 clusters Score -2.619151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -26191508.000000 Penalty: 6063.153320
	Iteration 55Q: 3 clusters Score -2.619151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -26191528.000000 Penalty: 6063.153320
	Iteration 56Q: 3 clusters Score -2.619153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -26191528.000000 Penalty: 6063.153320
	Iteration 57F: 3 clusters Score -2.619153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Entering Unmasked Estep 
Score: -6573181.500000 Penalty: 2693.864990
	Iteration 0F: 2 clusters Score -6573182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6537985.000000 Penalty: 5387.729980
	Iteration 0F: 3 clusters Score -6537985 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6551305.000000 Penalty: 5387.729980
	Iteration 1F: 3 clusters Score -6551305 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6551770.500000 Penalty: 5387.729980
	Iteration 2Q: 3 clusters Score -6551770 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6552206.000000 Penalty: 5387.729980
	Iteration 3Q: 3 clusters Score -6552206 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6552657.000000 Penalty: 5387.729980
	Iteration 4Q: 3 clusters Score -6552657 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6553175.500000 Penalty: 5387.729980
	Iteration 5Q: 3 clusters Score -6553176 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -6553952.500000 Penalty: 5387.729980
	Iteration 6Q: 3 clusters Score -6553952 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -6555315.500000 Penalty: 5387.729980
	Iteration 7Q: 3 clusters Score -6555316 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6557478.500000 Penalty: 5387.729980
	Iteration 8F: 3 clusters Score -6557478 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -6560801.000000 Penalty: 5387.729980
	Iteration 9F: 3 clusters Score -6560801 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -6564781.500000 Penalty: 5387.729980
	Iteration 10F: 3 clusters Score -6564782 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6567926.500000 Penalty: 5387.729980
	Iteration 11F: 3 clusters Score -6567926 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6569667.500000 Penalty: 5387.729980
	Iteration 12Q: 3 clusters Score -6569668 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -6570339.000000 Penalty: 5387.729980
	Iteration 13Q: 3 clusters Score -6570339 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6570637.500000 Penalty: 5387.729980
	Iteration 14Q: 3 clusters Score -6570638 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6570746.000000 Penalty: 5387.729980
	Iteration 15Q: 3 clusters Score -6570746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6570791.500000 Penalty: 5387.729980
	Iteration 16Q: 3 clusters Score -6570792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6570828.500000 Penalty: 5387.729980
	Iteration 17Q: 3 clusters Score -6570828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -6570841.000000 Penalty: 5387.729980
	Iteration 18Q: 3 clusters Score -6570841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6570850.500000 Penalty: 5387.729980
	Iteration 19Q: 3 clusters Score -6570850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -6570852.000000 Penalty: 5387.729980
	Iteration 20F: 3 clusters Score -6570852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -6570858.500000 Penalty: 5387.729980
	Iteration 21Q: 3 clusters Score -6570858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -6570866.000000 Penalty: 5387.729980
	Iteration 22Q: 3 clusters Score -6570866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6570868.500000 Penalty: 5387.729980
	Iteration 23Q: 3 clusters Score -6570868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6570871.000000 Penalty: 5387.729980
	Iteration 24Q: 3 clusters Score -6570871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6570877.000000 Penalty: 5387.729980
	Iteration 25Q: 3 clusters Score -6570877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6570880.500000 Penalty: 5387.729980
	Iteration 26Q: 3 clusters Score -6570880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6570887.000000 Penalty: 5387.729980
	Iteration 27Q: 3 clusters Score -6570887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6570887.000000 Penalty: 5387.729980
	Iteration 28F: 3 clusters Score -6570887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Entering Unmasked Estep 
Score: -2227492.750000 Penalty: 2417.229248
	Iteration 0F: 2 clusters Score -2227493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2215322.750000 Penalty: 4834.458496
	Iteration 0F: 3 clusters Score -2215323 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2219094.750000 Penalty: 4834.458496
	Iteration 1F: 3 clusters Score -2219095 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2219427.000000 Penalty: 4834.458496
	Iteration 2F: 3 clusters Score -2219427 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2219693.500000 Penalty: 4834.458496
	Iteration 3Q: 3 clusters Score -2219694 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2219911.000000 Penalty: 4834.458496
	Iteration 4Q: 3 clusters Score -2219911 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2220124.250000 Penalty: 4834.458496
	Iteration 5Q: 3 clusters Score -2220124 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2220383.000000 Penalty: 4834.458496
	Iteration 6Q: 3 clusters Score -2220383 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2220681 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2221061 nChanged 696
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2221501 nChanged 764
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Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2221977 nChanged 775
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2222479.250000 Penalty: 4834.458496
	Iteration 11Q: 3 clusters Score -2222479 nChanged 800
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Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2222968 nChanged 790
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2223429 nChanged 661
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2223762 nChanged 536
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Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2223977 nChanged 379
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Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2224096 nChanged 281
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Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2224180 nChanged 249
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Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2224244 nChanged 209
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2224286 nChanged 153
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Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2224327 nChanged 146
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Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2224365 nChanged 146
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2224402 nChanged 164
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Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2224468 nChanged 190
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Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2224535 nChanged 221
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Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2224621 nChanged 196
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2224691.500000 Penalty: 4834.458496
	Iteration 26Q: 3 clusters Score -2224692 nChanged 181
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Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2224757 nChanged 157
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Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2224805 nChanged 175
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Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2224857 nChanged 155
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2224890 nChanged 132
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2224920 nChanged 110
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Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2224940 nChanged 85
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Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2224961 nChanged 97
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Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2224982 nChanged 100
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Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2224994 nChanged 95
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Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2225026 nChanged 96
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Mstep: Class 1 contains 11020 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2225038 nChanged 93
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Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2225054 nChanged 84
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Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2225071 nChanged 78
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Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2225095 nChanged 86
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Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2225109 nChanged 81
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Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2225123 nChanged 72
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Mstep: Class 1 contains 11510 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2225138 nChanged 68
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Mstep: Class 1 contains 11578 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2225150 nChanged 67
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Mstep: Class 1 contains 11645 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2225167 nChanged 74
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Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2225174 nChanged 70
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Mstep: Class 1 contains 11787 members 
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Entering Unmasked Estep 
Score: -2225183.500000 Penalty: 4834.458496
	Iteration 47Q: 3 clusters Score -2225184 nChanged 77
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Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2225202 nChanged 75
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Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2225217 nChanged 69
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Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2225230 nChanged 86
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Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2225245 nChanged 87
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Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2225268 nChanged 86
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Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2225292 nChanged 101
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Mstep: Class 1 contains 12364 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2225302 nChanged 85
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Mstep: Class 1 contains 12449 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2225330 nChanged 91
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Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2225342 nChanged 98
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Mstep: Class 1 contains 12638 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2225370 nChanged 95
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Mstep: Class 1 contains 12733 members 
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Entering Unmasked Estep 
Score: -2225392.500000 Penalty: 4834.458496
	Iteration 58Q: 3 clusters Score -2225392 nChanged 100
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Mstep: Class 1 contains 12833 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2225415 nChanged 71
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Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2225427 nChanged 66
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Mstep: Class 1 contains 12970 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2225440 nChanged 60
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Mstep: Class 1 contains 13030 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2225453 nChanged 55
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Mstep: Class 1 contains 13085 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2225462 nChanged 51
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Mstep: Class 1 contains 13136 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2225475 nChanged 47
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Mstep: Class 1 contains 13183 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2225480 nChanged 38
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Mstep: Class 1 contains 13219 members 
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	Iteration 66Q: 3 clusters Score -2225485 nChanged 32
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Mstep: Class 1 contains 13251 members 
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	Iteration 67Q: 3 clusters Score -2225489 nChanged 25
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Mstep: Class 1 contains 13276 members 
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	Iteration 68Q: 3 clusters Score -2225490 nChanged 23
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	Iteration 69Q: 3 clusters Score -2225494 nChanged 21
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	Iteration 70Q: 3 clusters Score -2225498 nChanged 22
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	Iteration 71Q: 3 clusters Score -2225498 nChanged 19
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	Iteration 72Q: 3 clusters Score -2225500 nChanged 15
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	Iteration 73Q: 3 clusters Score -2225507 nChanged 16
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	Iteration 74Q: 3 clusters Score -2225508 nChanged 13
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2225513 nChanged 18
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2225516 nChanged 26
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	Iteration 77Q: 3 clusters Score -2225512 nChanged 20
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	Iteration 78Q: 3 clusters Score -2225518 nChanged 14
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	Iteration 79Q: 3 clusters Score -2225514 nChanged 13
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	Iteration 80F: 3 clusters Score -2225520 nChanged 8
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2225523 nChanged 10
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	Iteration 82Q: 3 clusters Score -2225522 nChanged 8
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	Iteration 83Q: 3 clusters Score -2225526 nChanged 9
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	Iteration 84Q: 3 clusters Score -2225527 nChanged 15
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	Iteration 85Q: 3 clusters Score -2225526 nChanged 10
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	Iteration 86Q: 3 clusters Score -2225527 nChanged 11
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2225531 nChanged 13
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	Iteration 88Q: 3 clusters Score -2225530 nChanged 11
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	Iteration 89Q: 3 clusters Score -2225530 nChanged 5
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	Iteration 90Q: 3 clusters Score -2225530 nChanged 4
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	Iteration 91Q: 3 clusters Score -2225529 nChanged 4
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	Iteration 92Q: 3 clusters Score -2225531 nChanged 6
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	Iteration 93Q: 3 clusters Score -2225534 nChanged 9
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2225536 nChanged 9
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	Iteration 95Q: 3 clusters Score -2225536 nChanged 14
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	Iteration 96Q: 3 clusters Score -2225540 nChanged 10
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2225543 nChanged 9
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2225544 nChanged 9
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	Iteration 99Q: 3 clusters Score -2225544 nChanged 2
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Entering Unmasked Estep 
Score: -2225541.500000 Penalty: 4834.458496
	Iteration 100F: 3 clusters Score -2225542 nChanged 2
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Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2225541.000000 Penalty: 4834.458496
	Iteration 101Q: 3 clusters Score -2225541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2225544 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2225542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2225538.750000 Penalty: 4834.458496
	Iteration 104Q: 3 clusters Score -2225539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2225540.500000 Penalty: 4834.458496
	Iteration 105Q: 3 clusters Score -2225540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2225542.500000 Penalty: 4834.458496
	Iteration 106Q: 3 clusters Score -2225542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2225545 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2225547.500000 Penalty: 4834.458496
	Iteration 108Q: 3 clusters Score -2225548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2225550.750000 Penalty: 4834.458496
	Iteration 109Q: 3 clusters Score -2225551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2225552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2225550.750000 Penalty: 4834.458496
	Iteration 111Q: 3 clusters Score -2225551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2225553.250000 Penalty: 4834.458496
	Iteration 112Q: 3 clusters Score -2225553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2225552.500000 Penalty: 4834.458496
	Iteration 113Q: 3 clusters Score -2225552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2225548 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2225547.500000 Penalty: 4834.458496
	Iteration 115Q: 3 clusters Score -2225548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2225551 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2225550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2225563.000000 Penalty: 4834.458496
	Iteration 118Q: 3 clusters Score -2225563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2225558.000000 Penalty: 4834.458496
	Iteration 119Q: 3 clusters Score -2225558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2225558.500000 Penalty: 4834.458496
	Iteration 120F: 3 clusters Score -2225558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2225561.750000 Penalty: 4834.458496
	Iteration 121Q: 3 clusters Score -2225562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2225571.250000 Penalty: 4834.458496
	Iteration 122Q: 3 clusters Score -2225571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2225577.750000 Penalty: 4834.458496
	Iteration 123Q: 3 clusters Score -2225578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2225579.250000 Penalty: 4834.458496
	Iteration 124Q: 3 clusters Score -2225579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2225584.000000 Penalty: 4834.458496
	Iteration 125Q: 3 clusters Score -2225584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2225587.000000 Penalty: 4834.458496
	Iteration 126Q: 3 clusters Score -2225587 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2225584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2225585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2225582.000000 Penalty: 4834.458496
	Iteration 129Q: 3 clusters Score -2225582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2225588.750000 Penalty: 4834.458496
	Iteration 130Q: 3 clusters Score -2225589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2225589.500000 Penalty: 4834.458496
	Iteration 131Q: 3 clusters Score -2225590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2225588.000000 Penalty: 4834.458496
	Iteration 132Q: 3 clusters Score -2225588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2225586.000000 Penalty: 4834.458496
	Iteration 133Q: 3 clusters Score -2225586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2225583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2225578.500000 Penalty: 4834.458496
	Iteration 135Q: 3 clusters Score -2225578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2225583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2225583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2225587.750000 Penalty: 4834.458496
	Iteration 138Q: 3 clusters Score -2225588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2225587.750000 Penalty: 4834.458496
	Iteration 139Q: 3 clusters Score -2225588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2225586.750000 Penalty: 4834.458496
	Iteration 140F: 3 clusters Score -2225587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2225591.500000 Penalty: 4834.458496
	Iteration 141Q: 3 clusters Score -2225592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2225591.750000 Penalty: 4834.458496
	Iteration 142Q: 3 clusters Score -2225592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2225590.500000 Penalty: 4834.458496
	Iteration 143Q: 3 clusters Score -2225590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2225591.750000 Penalty: 4834.458496
	Iteration 144Q: 3 clusters Score -2225592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2225597.500000 Penalty: 4834.458496
	Iteration 145Q: 3 clusters Score -2225598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2225596.750000 Penalty: 4834.458496
	Iteration 146Q: 3 clusters Score -2225597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2225596.000000 Penalty: 4834.458496
	Iteration 147Q: 3 clusters Score -2225596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2225596.500000 Penalty: 4834.458496
	Iteration 148Q: 3 clusters Score -2225596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2225599.750000 Penalty: 4834.458496
	Iteration 149Q: 3 clusters Score -2225600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2225601.500000 Penalty: 4834.458496
	Iteration 150Q: 3 clusters Score -2225602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2225603.500000 Penalty: 4834.458496
	Iteration 151Q: 3 clusters Score -2225604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2225602.250000 Penalty: 4834.458496
	Iteration 152Q: 3 clusters Score -2225602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2225605.750000 Penalty: 4834.458496
	Iteration 153Q: 3 clusters Score -2225606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2225606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2225612.250000 Penalty: 4834.458496
	Iteration 155Q: 3 clusters Score -2225612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2225617.500000 Penalty: 4834.458496
	Iteration 156Q: 3 clusters Score -2225618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2225612.750000 Penalty: 4834.458496
	Iteration 157Q: 3 clusters Score -2225613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2225613.250000 Penalty: 4834.458496
	Iteration 158Q: 3 clusters Score -2225613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2225615.750000 Penalty: 4834.458496
	Iteration 159Q: 3 clusters Score -2225616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2225618.750000 Penalty: 4834.458496
	Iteration 160F: 3 clusters Score -2225619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2225621.250000 Penalty: 4834.458496
	Iteration 161Q: 3 clusters Score -2225621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2225623.250000 Penalty: 4834.458496
	Iteration 162Q: 3 clusters Score -2225623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2225624.750000 Penalty: 4834.458496
	Iteration 163Q: 3 clusters Score -2225625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2225623.000000 Penalty: 4834.458496
	Iteration 164Q: 3 clusters Score -2225623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2225626.000000 Penalty: 4834.458496
	Iteration 165Q: 3 clusters Score -2225626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2225625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2225624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2225621.500000 Penalty: 4834.458496
	Iteration 168Q: 3 clusters Score -2225622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2225626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2225627.750000 Penalty: 4834.458496
	Iteration 170Q: 3 clusters Score -2225628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2225632.500000 Penalty: 4834.458496
	Iteration 171Q: 3 clusters Score -2225632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2225635.000000 Penalty: 4834.458496
	Iteration 172Q: 3 clusters Score -2225635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2225639.250000 Penalty: 4834.458496
	Iteration 173Q: 3 clusters Score -2225639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2225638.000000 Penalty: 4834.458496
	Iteration 174Q: 3 clusters Score -2225638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2225640.250000 Penalty: 4834.458496
	Iteration 175Q: 3 clusters Score -2225640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2225638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2225643.500000 Penalty: 4834.458496
	Iteration 177Q: 3 clusters Score -2225644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2225646.000000 Penalty: 4834.458496
	Iteration 178Q: 3 clusters Score -2225646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2225644 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2225645.500000 Penalty: 4834.458496
	Iteration 180F: 3 clusters Score -2225646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1907670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1896554 nChanged 6608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1900186 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1900669 nChanged 886
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1901164 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1901669.625000 Penalty: 4783.843750
	Iteration 4F: 3 clusters Score -1901670 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1902181.000000 Penalty: 4783.843750
	Iteration 5F: 3 clusters Score -1902181 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1902783.375000 Penalty: 4783.843750
	Iteration 6F: 3 clusters Score -1902783 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1903470.500000 Penalty: 4783.843750
	Iteration 7F: 3 clusters Score -1903470 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1904290.375000 Penalty: 4783.843750
	Iteration 8F: 3 clusters Score -1904290 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1905176.000000 Penalty: 4783.843750
	Iteration 9F: 3 clusters Score -1905176 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1905799.625000 Penalty: 4783.843750
	Iteration 10Q: 3 clusters Score -1905800 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1906109.875000 Penalty: 4783.843750
	Iteration 11Q: 3 clusters Score -1906110 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1906269.625000 Penalty: 4783.843750
	Iteration 12Q: 3 clusters Score -1906270 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1906353.000000 Penalty: 4783.843750
	Iteration 13Q: 3 clusters Score -1906353 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1906408.875000 Penalty: 4783.843750
	Iteration 14Q: 3 clusters Score -1906409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1906451.250000 Penalty: 4783.843750
	Iteration 15Q: 3 clusters Score -1906451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1906473.375000 Penalty: 4783.843750
	Iteration 16Q: 3 clusters Score -1906473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1906489.375000 Penalty: 4783.843750
	Iteration 17Q: 3 clusters Score -1906489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1906503.625000 Penalty: 4783.843750
	Iteration 18Q: 3 clusters Score -1906504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1906515.375000 Penalty: 4783.843750
	Iteration 19Q: 3 clusters Score -1906515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1906523.000000 Penalty: 4783.843750
	Iteration 20F: 3 clusters Score -1906523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1906527.375000 Penalty: 4783.843750
	Iteration 21Q: 3 clusters Score -1906527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1906533.125000 Penalty: 4783.843750
	Iteration 22Q: 3 clusters Score -1906533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1906539.250000 Penalty: 4783.843750
	Iteration 23Q: 3 clusters Score -1906539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1906544.750000 Penalty: 4783.843750
	Iteration 24Q: 3 clusters Score -1906545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1906544.750000 Penalty: 4783.843750
	Iteration 25Q: 3 clusters Score -1906545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1906551.500000 Penalty: 4783.843750
	Iteration 26Q: 3 clusters Score -1906552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1906549.750000 Penalty: 4783.843750
	Iteration 27Q: 3 clusters Score -1906550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1906553.500000 Penalty: 4783.843750
	Iteration 28Q: 3 clusters Score -1906554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1906554.000000 Penalty: 4783.843750
	Iteration 29Q: 3 clusters Score -1906554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1906552.875000 Penalty: 4783.843750
	Iteration 30Q: 3 clusters Score -1906553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1906555.750000 Penalty: 4783.843750
	Iteration 31Q: 3 clusters Score -1906556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1906555.375000 Penalty: 4783.843750
	Iteration 32Q: 3 clusters Score -1906555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1906557.250000 Penalty: 4783.843750
	Iteration 33Q: 3 clusters Score -1906557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1906557.875000 Penalty: 4783.843750
	Iteration 34Q: 3 clusters Score -1906558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1906556.000000 Penalty: 4783.843750
	Iteration 35Q: 3 clusters Score -1906556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1906558.125000 Penalty: 4783.843750
	Iteration 36Q: 3 clusters Score -1906558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1906558.125000 Penalty: 4783.843750
	Iteration 37F: 3 clusters Score -1906558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (176916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Entering Unmasked Estep 
Score: -22934332.000000 Penalty: 2996.690674
	Iteration 0F: 2 clusters Score -2.293433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -22819946.000000 Penalty: 5993.381348
	Iteration 0F: 3 clusters Score -2.281995e+07 nChanged 84654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -22868906.000000 Penalty: 5993.381348
	Iteration 1F: 3 clusters Score -2.286891e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -22869912.000000 Penalty: 5993.381348
	Iteration 2Q: 3 clusters Score -2.286991e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -22871456.000000 Penalty: 5993.381348
	Iteration 3Q: 3 clusters Score -2.287146e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -22873752.000000 Penalty: 5993.381348
	Iteration 4Q: 3 clusters Score -2.287375e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -22878070.000000 Penalty: 5993.381348
	Iteration 5Q: 3 clusters Score -2.287807e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -22885744.000000 Penalty: 5993.381348
	Iteration 6F: 3 clusters Score -2.288574e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138894 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -22898194.000000 Penalty: 5993.381348
	Iteration 7F: 3 clusters Score -2.289819e+07 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -22913252.000000 Penalty: 5993.381348
	Iteration 8F: 3 clusters Score -2.291325e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -22924780.000000 Penalty: 5993.381348
	Iteration 9F: 3 clusters Score -2.292478e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173024 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -22929526.000000 Penalty: 5993.381348
	Iteration 10Q: 3 clusters Score -2.292953e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -22931024.000000 Penalty: 5993.381348
	Iteration 11Q: 3 clusters Score -2.293102e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176116 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22931484.000000 Penalty: 5993.381348
	Iteration 12Q: 3 clusters Score -2.293148e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176326 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22931708.000000 Penalty: 5993.381348
	Iteration 13Q: 3 clusters Score -2.293171e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176419 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22931872.000000 Penalty: 5993.381348
	Iteration 14Q: 3 clusters Score -2.293187e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22931942.000000 Penalty: 5993.381348
	Iteration 15Q: 3 clusters Score -2.293194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176465 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22931960.000000 Penalty: 5993.381348
	Iteration 16Q: 3 clusters Score -2.293196e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22931994.000000 Penalty: 5993.381348
	Iteration 17Q: 3 clusters Score -2.293199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22932034.000000 Penalty: 5993.381348
	Iteration 18Q: 3 clusters Score -2.293203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176486 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22932020.000000 Penalty: 5993.381348
	Iteration 19Q: 3 clusters Score -2.293202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22932034.000000 Penalty: 5993.381348
	Iteration 20F: 3 clusters Score -2.293203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22932040.000000 Penalty: 5993.381348
	Iteration 21Q: 3 clusters Score -2.293204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22932050.000000 Penalty: 5993.381348
	Iteration 22Q: 3 clusters Score -2.293205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22932056.000000 Penalty: 5993.381348
	Iteration 23Q: 3 clusters Score -2.293206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22932078.000000 Penalty: 5993.381348
	Iteration 24Q: 3 clusters Score -2.293208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22932068.000000 Penalty: 5993.381348
	Iteration 25Q: 3 clusters Score -2.293207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22932074.000000 Penalty: 5993.381348
	Iteration 26Q: 3 clusters Score -2.293207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22932094.000000 Penalty: 5993.381348
	Iteration 27Q: 3 clusters Score -2.293209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22932084.000000 Penalty: 5993.381348
	Iteration 28Q: 3 clusters Score -2.293208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22932092.000000 Penalty: 5993.381348
	Iteration 29Q: 3 clusters Score -2.293209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22932082.000000 Penalty: 5993.381348
	Iteration 30Q: 3 clusters Score -2.293208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22932078.000000 Penalty: 5993.381348
	Iteration 31Q: 3 clusters Score -2.293208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22932094.000000 Penalty: 5993.381348
	Iteration 32Q: 3 clusters Score -2.293209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176484 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22932104.000000 Penalty: 5993.381348
	Iteration 33Q: 3 clusters Score -2.29321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176484 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22932104.000000 Penalty: 5993.381348
	Iteration 34F: 3 clusters Score -2.29321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Entering Unmasked Estep 
Score: -5388208.500000 Penalty: 2637.029541
	Iteration 0F: 2 clusters Score -5388208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5360133.000000 Penalty: 5274.059082
	Iteration 0F: 3 clusters Score -5360133 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5370973.000000 Penalty: 5274.059082
	Iteration 1F: 3 clusters Score -5370973 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5371694.000000 Penalty: 5274.059082
	Iteration 2Q: 3 clusters Score -5371694 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5372513.500000 Penalty: 5274.059082
	Iteration 3Q: 3 clusters Score -5372514 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5373540.000000 Penalty: 5274.059082
	Iteration 4F: 3 clusters Score -5373540 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5374914.000000 Penalty: 5274.059082
	Iteration 5F: 3 clusters Score -5374914 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5376941.000000 Penalty: 5274.059082
	Iteration 6F: 3 clusters Score -5376941 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -5379485.000000 Penalty: 5274.059082
	Iteration 7F: 3 clusters Score -5379485 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5381941.000000 Penalty: 5274.059082
	Iteration 8F: 3 clusters Score -5381941 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -5383577.500000 Penalty: 5274.059082
	Iteration 9Q: 3 clusters Score -5383578 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5384250.500000 Penalty: 5274.059082
	Iteration 10Q: 3 clusters Score -5384250 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -5384560.500000 Penalty: 5274.059082
	Iteration 11Q: 3 clusters Score -5384560 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -5384734.000000 Penalty: 5274.059082
	Iteration 12Q: 3 clusters Score -5384734 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5384902.000000 Penalty: 5274.059082
	Iteration 13Q: 3 clusters Score -5384902 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5385016.500000 Penalty: 5274.059082
	Iteration 14Q: 3 clusters Score -5385016 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5385152.500000 Penalty: 5274.059082
	Iteration 15Q: 3 clusters Score -5385152 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5385225.500000 Penalty: 5274.059082
	Iteration 16Q: 3 clusters Score -5385226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5385320.500000 Penalty: 5274.059082
	Iteration 17Q: 3 clusters Score -5385320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5385429.500000 Penalty: 5274.059082
	Iteration 18Q: 3 clusters Score -5385430 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5385511.000000 Penalty: 5274.059082
	Iteration 19Q: 3 clusters Score -5385511 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5385559.000000 Penalty: 5274.059082
	Iteration 20F: 3 clusters Score -5385559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5385645.000000 Penalty: 5274.059082
	Iteration 21Q: 3 clusters Score -5385645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -5385685.000000 Penalty: 5274.059082
	Iteration 22Q: 3 clusters Score -5385685 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5385740.500000 Penalty: 5274.059082
	Iteration 23Q: 3 clusters Score -5385740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5385788.500000 Penalty: 5274.059082
	Iteration 24Q: 3 clusters Score -5385788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5385841.500000 Penalty: 5274.059082
	Iteration 25Q: 3 clusters Score -5385842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5385862.500000 Penalty: 5274.059082
	Iteration 26Q: 3 clusters Score -5385862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5385895.500000 Penalty: 5274.059082
	Iteration 27Q: 3 clusters Score -5385896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5385916.500000 Penalty: 5274.059082
	Iteration 28Q: 3 clusters Score -5385916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5385953.500000 Penalty: 5274.059082
	Iteration 29Q: 3 clusters Score -5385954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5385984.000000 Penalty: 5274.059082
	Iteration 30Q: 3 clusters Score -5385984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5385991.500000 Penalty: 5274.059082
	Iteration 31Q: 3 clusters Score -5385992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5386006.500000 Penalty: 5274.059082
	Iteration 32Q: 3 clusters Score -5386006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5386034.000000 Penalty: 5274.059082
	Iteration 33Q: 3 clusters Score -5386034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5386060.500000 Penalty: 5274.059082
	Iteration 34Q: 3 clusters Score -5386060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5386092.500000 Penalty: 5274.059082
	Iteration 35Q: 3 clusters Score -5386092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5386117.000000 Penalty: 5274.059082
	Iteration 36Q: 3 clusters Score -5386117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5386123.000000 Penalty: 5274.059082
	Iteration 37Q: 3 clusters Score -5386123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5386154.000000 Penalty: 5274.059082
	Iteration 38Q: 3 clusters Score -5386154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5386171.500000 Penalty: 5274.059082
	Iteration 39Q: 3 clusters Score -5386172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5386181.000000 Penalty: 5274.059082
	Iteration 40F: 3 clusters Score -5386181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5386198.500000 Penalty: 5274.059082
	Iteration 41Q: 3 clusters Score -5386198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5386207.500000 Penalty: 5274.059082
	Iteration 42Q: 3 clusters Score -5386208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5386227.500000 Penalty: 5274.059082
	Iteration 43Q: 3 clusters Score -5386228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5386238.000000 Penalty: 5274.059082
	Iteration 44Q: 3 clusters Score -5386238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5386246.500000 Penalty: 5274.059082
	Iteration 45Q: 3 clusters Score -5386246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5386243.500000 Penalty: 5274.059082
	Iteration 46Q: 3 clusters Score -5386244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5386253.500000 Penalty: 5274.059082
	Iteration 47Q: 3 clusters Score -5386254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5386266.500000 Penalty: 5274.059082
	Iteration 48Q: 3 clusters Score -5386266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5386277.000000 Penalty: 5274.059082
	Iteration 49Q: 3 clusters Score -5386277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5386271.000000 Penalty: 5274.059082
	Iteration 50Q: 3 clusters Score -5386271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5386275.000000 Penalty: 5274.059082
	Iteration 51Q: 3 clusters Score -5386275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5386290.000000 Penalty: 5274.059082
	Iteration 52Q: 3 clusters Score -5386290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5386281.500000 Penalty: 5274.059082
	Iteration 53Q: 3 clusters Score -5386282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5386292.000000 Penalty: 5274.059082
	Iteration 54Q: 3 clusters Score -5386292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5386290.000000 Penalty: 5274.059082
	Iteration 55Q: 3 clusters Score -5386290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5386287.000000 Penalty: 5274.059082
	Iteration 56Q: 3 clusters Score -5386287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5386293.000000 Penalty: 5274.059082
	Iteration 57Q: 3 clusters Score -5386293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5386300.500000 Penalty: 5274.059082
	Iteration 58Q: 3 clusters Score -5386300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5386299.500000 Penalty: 5274.059082
	Iteration 59Q: 3 clusters Score -5386300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5386304.500000 Penalty: 5274.059082
	Iteration 60F: 3 clusters Score -5386304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5386303.000000 Penalty: 5274.059082
	Iteration 61Q: 3 clusters Score -5386303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5386311.000000 Penalty: 5274.059082
	Iteration 62Q: 3 clusters Score -5386311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5386312.500000 Penalty: 5274.059082
	Iteration 63Q: 3 clusters Score -5386312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5386310.000000 Penalty: 5274.059082
	Iteration 64Q: 3 clusters Score -5386310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5386316.000000 Penalty: 5274.059082
	Iteration 65Q: 3 clusters Score -5386316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5386316.500000 Penalty: 5274.059082
	Iteration 66Q: 3 clusters Score -5386316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5386322.000000 Penalty: 5274.059082
	Iteration 67Q: 3 clusters Score -5386322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5386320.000000 Penalty: 5274.059082
	Iteration 68Q: 3 clusters Score -5386320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5386323.000000 Penalty: 5274.059082
	Iteration 69Q: 3 clusters Score -5386323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5386331.000000 Penalty: 5274.059082
	Iteration 70Q: 3 clusters Score -5386331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5386324.000000 Penalty: 5274.059082
	Iteration 71Q: 3 clusters Score -5386324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5386328.500000 Penalty: 5274.059082
	Iteration 72Q: 3 clusters Score -5386328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5386329.000000 Penalty: 5274.059082
	Iteration 73Q: 3 clusters Score -5386329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5386330.000000 Penalty: 5274.059082
	Iteration 74Q: 3 clusters Score -5386330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5274.059082
	Iteration 75Q: 3 clusters Score -5386334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5274.059082
	Iteration 76F: 3 clusters Score -5386334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Entering Unmasked Estep 
Score: -6902236.500000 Penalty: 2697.343750
	Iteration 0F: 2 clusters Score -6902236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6866391.500000 Penalty: 5394.687500
	Iteration 0F: 3 clusters Score -6866392 nChanged 24759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -6879970.500000 Penalty: 5394.687500
	Iteration 1F: 3 clusters Score -6879970 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6880541.000000 Penalty: 5394.687500
	Iteration 2Q: 3 clusters Score -6880541 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6881209.500000 Penalty: 5394.687500
	Iteration 3Q: 3 clusters Score -6881210 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6881923.500000 Penalty: 5394.687500
	Iteration 4Q: 3 clusters Score -6881924 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6882923.500000 Penalty: 5394.687500
	Iteration 5Q: 3 clusters Score -6882924 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6884437.500000 Penalty: 5394.687500
	Iteration 6F: 3 clusters Score -6884438 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -6886981.500000 Penalty: 5394.687500
	Iteration 7F: 3 clusters Score -6886982 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -6890386.500000 Penalty: 5394.687500
	Iteration 8F: 3 clusters Score -6890386 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -6893948.500000 Penalty: 5394.687500
	Iteration 9F: 3 clusters Score -6893948 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -6896652.500000 Penalty: 5394.687500
	Iteration 10F: 3 clusters Score -6896652 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -6898128.500000 Penalty: 5394.687500
	Iteration 11Q: 3 clusters Score -6898128 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6898847.500000 Penalty: 5394.687500
	Iteration 12Q: 3 clusters Score -6898848 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6899211.500000 Penalty: 5394.687500
	Iteration 13Q: 3 clusters Score -6899212 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6899416.000000 Penalty: 5394.687500
	Iteration 14Q: 3 clusters Score -6899416 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6899549.000000 Penalty: 5394.687500
	Iteration 15Q: 3 clusters Score -6899549 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6899683.500000 Penalty: 5394.687500
	Iteration 16Q: 3 clusters Score -6899684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6899776.500000 Penalty: 5394.687500
	Iteration 17Q: 3 clusters Score -6899776 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6899874.000000 Penalty: 5394.687500
	Iteration 18Q: 3 clusters Score -6899874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6899940.500000 Penalty: 5394.687500
	Iteration 19Q: 3 clusters Score -6899940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6899953.500000 Penalty: 5394.687500
	Iteration 20F: 3 clusters Score -6899954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6899984.000000 Penalty: 5394.687500
	Iteration 21Q: 3 clusters Score -6899984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6900032.000000 Penalty: 5394.687500
	Iteration 22Q: 3 clusters Score -6900032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6900051.500000 Penalty: 5394.687500
	Iteration 23Q: 3 clusters Score -6900052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6900092.000000 Penalty: 5394.687500
	Iteration 24Q: 3 clusters Score -6900092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6900124.000000 Penalty: 5394.687500
	Iteration 25Q: 3 clusters Score -6900124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6900147.500000 Penalty: 5394.687500
	Iteration 26Q: 3 clusters Score -6900148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6900185.000000 Penalty: 5394.687500
	Iteration 27Q: 3 clusters Score -6900185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6900183.500000 Penalty: 5394.687500
	Iteration 28Q: 3 clusters Score -6900184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6900194.500000 Penalty: 5394.687500
	Iteration 29Q: 3 clusters Score -6900194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6900207.000000 Penalty: 5394.687500
	Iteration 30Q: 3 clusters Score -6900207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6900213.000000 Penalty: 5394.687500
	Iteration 31Q: 3 clusters Score -6900213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6900212.000000 Penalty: 5394.687500
	Iteration 32Q: 3 clusters Score -6900212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6900221.500000 Penalty: 5394.687500
	Iteration 33Q: 3 clusters Score -6900222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6900229.500000 Penalty: 5394.687500
	Iteration 34Q: 3 clusters Score -6900230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6900234.000000 Penalty: 5394.687500
	Iteration 35Q: 3 clusters Score -6900234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6900241.500000 Penalty: 5394.687500
	Iteration 36Q: 3 clusters Score -6900242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6900238.000000 Penalty: 5394.687500
	Iteration 37Q: 3 clusters Score -6900238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6900232.500000 Penalty: 5394.687500
	Iteration 38Q: 3 clusters Score -6900232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6900236.000000 Penalty: 5394.687500
	Iteration 39Q: 3 clusters Score -6900236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6900232.500000 Penalty: 5394.687500
	Iteration 40F: 3 clusters Score -6900232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6900224.500000 Penalty: 5394.687500
	Iteration 41Q: 3 clusters Score -6900224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6900235.500000 Penalty: 5394.687500
	Iteration 42Q: 3 clusters Score -6900236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6900227.000000 Penalty: 5394.687500
	Iteration 43Q: 3 clusters Score -6900227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6900230.000000 Penalty: 5394.687500
	Iteration 44Q: 3 clusters Score -6900230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6900236.000000 Penalty: 5394.687500
	Iteration 45Q: 3 clusters Score -6900236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6900230.500000 Penalty: 5394.687500
	Iteration 46Q: 3 clusters Score -6900230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6900234.500000 Penalty: 5394.687500
	Iteration 47Q: 3 clusters Score -6900234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6900239.500000 Penalty: 5394.687500
	Iteration 48Q: 3 clusters Score -6900240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6900237.000000 Penalty: 5394.687500
	Iteration 49Q: 3 clusters Score -6900237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6900247.000000 Penalty: 5394.687500
	Iteration 50Q: 3 clusters Score -6900247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6900255.000000 Penalty: 5394.687500
	Iteration 51Q: 3 clusters Score -6900255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6900255.000000 Penalty: 5394.687500
	Iteration 52Q: 3 clusters Score -6900255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6900263.500000 Penalty: 5394.687500
	Iteration 53Q: 3 clusters Score -6900264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6900263.500000 Penalty: 5394.687500
	Iteration 54F: 3 clusters Score -6900264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Entering Unmasked Estep 
Score: -4378416.000000 Penalty: 2584.792236
	Iteration 0F: 2 clusters Score -4378416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4355450.000000 Penalty: 5169.584473
	Iteration 0F: 3 clusters Score -4355450 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4363691.500000 Penalty: 5169.584473
	Iteration 1F: 3 clusters Score -4363692 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4364123.000000 Penalty: 5169.584473
	Iteration 2Q: 3 clusters Score -4364123 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4364606.500000 Penalty: 5169.584473
	Iteration 3Q: 3 clusters Score -4364606 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4365213.500000 Penalty: 5169.584473
	Iteration 4Q: 3 clusters Score -4365214 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4366100.500000 Penalty: 5169.584473
	Iteration 5Q: 3 clusters Score -4366100 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4367456.500000 Penalty: 5169.584473
	Iteration 6F: 3 clusters Score -4367456 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4369323.500000 Penalty: 5169.584473
	Iteration 7F: 3 clusters Score -4369324 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4371500.500000 Penalty: 5169.584473
	Iteration 8F: 3 clusters Score -4371500 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4373558.500000 Penalty: 5169.584473
	Iteration 9F: 3 clusters Score -4373558 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4374856.000000 Penalty: 5169.584473
	Iteration 10Q: 3 clusters Score -4374856 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4375515.500000 Penalty: 5169.584473
	Iteration 11Q: 3 clusters Score -4375516 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4375803.500000 Penalty: 5169.584473
	Iteration 12Q: 3 clusters Score -4375804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4375945.500000 Penalty: 5169.584473
	Iteration 13Q: 3 clusters Score -4375946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4376022.000000 Penalty: 5169.584473
	Iteration 14Q: 3 clusters Score -4376022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4376053.000000 Penalty: 5169.584473
	Iteration 15Q: 3 clusters Score -4376053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4376083.500000 Penalty: 5169.584473
	Iteration 16Q: 3 clusters Score -4376084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4376103.500000 Penalty: 5169.584473
	Iteration 17Q: 3 clusters Score -4376104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4376123.500000 Penalty: 5169.584473
	Iteration 18Q: 3 clusters Score -4376124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4376130.500000 Penalty: 5169.584473
	Iteration 19Q: 3 clusters Score -4376130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4376150.000000 Penalty: 5169.584473
	Iteration 20F: 3 clusters Score -4376150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4376167.500000 Penalty: 5169.584473
	Iteration 21Q: 3 clusters Score -4376168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4376176.500000 Penalty: 5169.584473
	Iteration 22Q: 3 clusters Score -4376176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4376178.500000 Penalty: 5169.584473
	Iteration 23Q: 3 clusters Score -4376178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4376185.500000 Penalty: 5169.584473
	Iteration 24Q: 3 clusters Score -4376186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4376190.000000 Penalty: 5169.584473
	Iteration 25Q: 3 clusters Score -4376190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4376194.500000 Penalty: 5169.584473
	Iteration 26Q: 3 clusters Score -4376194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4376195.000000 Penalty: 5169.584473
	Iteration 27Q: 3 clusters Score -4376195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4376195.000000 Penalty: 5169.584473
	Iteration 28F: 3 clusters Score -4376195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -152400.250000 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -152400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150333.703125 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -150333.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150780.859375 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -150780.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151023.406250 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -151023.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151241.562500 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -151241.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151405.640625 Penalty: 3545.189453
	Iteration 4F: 3 clusters Score -151405.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151493.406250 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -151493.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -151538.453125 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -151538.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151561.609375 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -151561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151600.203125 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -151600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151627.859375 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -151627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151653.812500 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -151653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151672.468750 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -151672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151682.375000 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -151682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151697.312500 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -151697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151706.546875 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -151706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151712.343750 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -151712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151713.406250 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -151713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151714.031250 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -151714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151714.031250 Penalty: 3545.189453
	Iteration 18F: 3 clusters Score -151714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180567 members 
Entering Unmasked Estep 
Score: -23237740.000000 Penalty: 3001.756592
	Iteration 0F: 2 clusters Score -2.323774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -23120780.000000 Penalty: 6003.513184
	Iteration 0F: 3 clusters Score -2.312078e+07 nChanged 86754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -23171354.000000 Penalty: 6003.513184
	Iteration 1F: 3 clusters Score -2.317135e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -23172850.000000 Penalty: 6003.513184
	Iteration 2Q: 3 clusters Score -2.317285e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -23174708.000000 Penalty: 6003.513184
	Iteration 3Q: 3 clusters Score -2.317471e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -23177006.000000 Penalty: 6003.513184
	Iteration 4Q: 3 clusters Score -2.317701e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -23180048.000000 Penalty: 6003.513184
	Iteration 5Q: 3 clusters Score -2.318005e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -23184330.000000 Penalty: 6003.513184
	Iteration 6Q: 3 clusters Score -2.318433e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -23190350.000000 Penalty: 6003.513184
	Iteration 7F: 3 clusters Score -2.319035e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -23198028.000000 Penalty: 6003.513184
	Iteration 8F: 3 clusters Score -2.319803e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -23205178.000000 Penalty: 6003.513184
	Iteration 9F: 3 clusters Score -2.320518e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -23209656.000000 Penalty: 6003.513184
	Iteration 10F: 3 clusters Score -2.320966e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -23211580.000000 Penalty: 6003.513184
	Iteration 11Q: 3 clusters Score -2.321158e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -23212286.000000 Penalty: 6003.513184
	Iteration 12Q: 3 clusters Score -2.321229e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -23212756.000000 Penalty: 6003.513184
	Iteration 13Q: 3 clusters Score -2.321276e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -23213116.000000 Penalty: 6003.513184
	Iteration 14Q: 3 clusters Score -2.321312e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -23213344.000000 Penalty: 6003.513184
	Iteration 15Q: 3 clusters Score -2.321334e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -23213748.000000 Penalty: 6003.513184
	Iteration 16Q: 3 clusters Score -2.321375e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -23214150.000000 Penalty: 6003.513184
	Iteration 17Q: 3 clusters Score -2.321415e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -23214400.000000 Penalty: 6003.513184
	Iteration 18Q: 3 clusters Score -2.32144e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -23214624.000000 Penalty: 6003.513184
	Iteration 19Q: 3 clusters Score -2.321462e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -23215022.000000 Penalty: 6003.513184
	Iteration 20F: 3 clusters Score -2.321502e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -23215432.000000 Penalty: 6003.513184
	Iteration 21Q: 3 clusters Score -2.321543e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -23215846.000000 Penalty: 6003.513184
	Iteration 22Q: 3 clusters Score -2.321585e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -23216224.000000 Penalty: 6003.513184
	Iteration 23Q: 3 clusters Score -2.321622e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -23216522.000000 Penalty: 6003.513184
	Iteration 24Q: 3 clusters Score -2.321652e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -23216880.000000 Penalty: 6003.513184
	Iteration 25Q: 3 clusters Score -2.321688e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 95723 members 
Entering Unmasked Estep 
Score: -23217370.000000 Penalty: 6003.513184
	Iteration 26Q: 3 clusters Score -2.321737e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -23217738.000000 Penalty: 6003.513184
	Iteration 27Q: 3 clusters Score -2.321774e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -23218170.000000 Penalty: 6003.513184
	Iteration 28Q: 3 clusters Score -2.321817e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -23218602.000000 Penalty: 6003.513184
	Iteration 29Q: 3 clusters Score -2.32186e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -23219032.000000 Penalty: 6003.513184
	Iteration 30Q: 3 clusters Score -2.321903e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -23219506.000000 Penalty: 6003.513184
	Iteration 31Q: 3 clusters Score -2.321951e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -23219906.000000 Penalty: 6003.513184
	Iteration 32Q: 3 clusters Score -2.321991e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -23220274.000000 Penalty: 6003.513184
	Iteration 33Q: 3 clusters Score -2.322027e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -23220672.000000 Penalty: 6003.513184
	Iteration 34Q: 3 clusters Score -2.322067e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -23221176.000000 Penalty: 6003.513184
	Iteration 35Q: 3 clusters Score -2.322118e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -23221734.000000 Penalty: 6003.513184
	Iteration 36Q: 3 clusters Score -2.322173e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -23222200.000000 Penalty: 6003.513184
	Iteration 37Q: 3 clusters Score -2.32222e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -23222498.000000 Penalty: 6003.513184
	Iteration 38Q: 3 clusters Score -2.32225e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -23222730.000000 Penalty: 6003.513184
	Iteration 39Q: 3 clusters Score -2.322273e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -23223020.000000 Penalty: 6003.513184
	Iteration 40F: 3 clusters Score -2.322302e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -23223328.000000 Penalty: 6003.513184
	Iteration 41Q: 3 clusters Score -2.322333e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -23223746.000000 Penalty: 6003.513184
	Iteration 42Q: 3 clusters Score -2.322375e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -23223992.000000 Penalty: 6003.513184
	Iteration 43Q: 3 clusters Score -2.322399e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -23224286.000000 Penalty: 6003.513184
	Iteration 44Q: 3 clusters Score -2.322429e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -23224616.000000 Penalty: 6003.513184
	Iteration 45Q: 3 clusters Score -2.322462e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -23224868.000000 Penalty: 6003.513184
	Iteration 46Q: 3 clusters Score -2.322487e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -23225064.000000 Penalty: 6003.513184
	Iteration 47Q: 3 clusters Score -2.322506e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 118034 members 
Entering Unmasked Estep 
Score: -23225408.000000 Penalty: 6003.513184
	Iteration 48Q: 3 clusters Score -2.322541e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -23225636.000000 Penalty: 6003.513184
	Iteration 49Q: 3 clusters Score -2.322564e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 120841 members 
Entering Unmasked Estep 
Score: -23225914.000000 Penalty: 6003.513184
	Iteration 50Q: 3 clusters Score -2.322591e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -23226154.000000 Penalty: 6003.513184
	Iteration 51Q: 3 clusters Score -2.322615e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -23226420.000000 Penalty: 6003.513184
	Iteration 52Q: 3 clusters Score -2.322642e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -23226734.000000 Penalty: 6003.513184
	Iteration 53Q: 3 clusters Score -2.322673e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -23227050.000000 Penalty: 6003.513184
	Iteration 54Q: 3 clusters Score -2.322705e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -23227468.000000 Penalty: 6003.513184
	Iteration 55Q: 3 clusters Score -2.322747e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 130944 members 
Entering Unmasked Estep 
Score: -23227788.000000 Penalty: 6003.513184
	Iteration 56Q: 3 clusters Score -2.322779e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -23228226.000000 Penalty: 6003.513184
	Iteration 57Q: 3 clusters Score -2.322823e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -23228640.000000 Penalty: 6003.513184
	Iteration 58Q: 3 clusters Score -2.322864e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 136895 members 
Entering Unmasked Estep 
Score: -23229120.000000 Penalty: 6003.513184
	Iteration 59Q: 3 clusters Score -2.322912e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -23229638.000000 Penalty: 6003.513184
	Iteration 60F: 3 clusters Score -2.322964e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -23230262.000000 Penalty: 6003.513184
	Iteration 61Q: 3 clusters Score -2.323026e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -23230902.000000 Penalty: 6003.513184
	Iteration 62Q: 3 clusters Score -2.32309e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -23231504.000000 Penalty: 6003.513184
	Iteration 63Q: 3 clusters Score -2.32315e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -23232082.000000 Penalty: 6003.513184
	Iteration 64Q: 3 clusters Score -2.323208e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -23232764.000000 Penalty: 6003.513184
	Iteration 65Q: 3 clusters Score -2.323276e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -23233346.000000 Penalty: 6003.513184
	Iteration 66Q: 3 clusters Score -2.323335e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -23233934.000000 Penalty: 6003.513184
	Iteration 67Q: 3 clusters Score -2.323393e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -23234502.000000 Penalty: 6003.513184
	Iteration 68Q: 3 clusters Score -2.32345e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -23235148.000000 Penalty: 6003.513184
	Iteration 69Q: 3 clusters Score -2.323515e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -23235674.000000 Penalty: 6003.513184
	Iteration 70Q: 3 clusters Score -2.323567e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -23236204.000000 Penalty: 6003.513184
	Iteration 71Q: 3 clusters Score -2.32362e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -23236618.000000 Penalty: 6003.513184
	Iteration 72Q: 3 clusters Score -2.323662e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -23237024.000000 Penalty: 6003.513184
	Iteration 73Q: 3 clusters Score -2.323702e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -23237258.000000 Penalty: 6003.513184
	Iteration 74Q: 3 clusters Score -2.323726e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -23237562.000000 Penalty: 6003.513184
	Iteration 75Q: 3 clusters Score -2.323756e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -23237772.000000 Penalty: 6003.513184
	Iteration 76Q: 3 clusters Score -2.323777e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -23237812.000000 Penalty: 6003.513184
	Iteration 77Q: 3 clusters Score -2.323781e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -23237822.000000 Penalty: 6003.513184
	Iteration 78Q: 3 clusters Score -2.323782e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 174407 members 
Entering Unmasked Estep 
Score: -23237836.000000 Penalty: 6003.513184
	Iteration 79Q: 3 clusters Score -2.323784e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 174982 members 
Entering Unmasked Estep 
Score: -23237790.000000 Penalty: 6003.513184
	Iteration 80F: 3 clusters Score -2.323779e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 175470 members 
Entering Unmasked Estep 
Score: -23237794.000000 Penalty: 6003.513184
	Iteration 81Q: 3 clusters Score -2.323779e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 175830 members 
Entering Unmasked Estep 
Score: -23237662.000000 Penalty: 6003.513184
	Iteration 82Q: 3 clusters Score -2.323766e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 176157 members 
Entering Unmasked Estep 
Score: -23237612.000000 Penalty: 6003.513184
	Iteration 83Q: 3 clusters Score -2.323761e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -23237528.000000 Penalty: 6003.513184
	Iteration 84Q: 3 clusters Score -2.323753e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 176707 members 
Entering Unmasked Estep 
Score: -23237462.000000 Penalty: 6003.513184
	Iteration 85Q: 3 clusters Score -2.323746e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 176915 members 
Entering Unmasked Estep 
Score: -23237494.000000 Penalty: 6003.513184
	Iteration 86Q: 3 clusters Score -2.323749e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -23237506.000000 Penalty: 6003.513184
	Iteration 87Q: 3 clusters Score -2.323751e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -23237460.000000 Penalty: 6003.513184
	Iteration 88Q: 3 clusters Score -2.323746e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 177351 members 
Entering Unmasked Estep 
Score: -23237378.000000 Penalty: 6003.513184
	Iteration 89Q: 3 clusters Score -2.323738e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -23237358.000000 Penalty: 6003.513184
	Iteration 90Q: 3 clusters Score -2.323736e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 177555 members 
Entering Unmasked Estep 
Score: -23237348.000000 Penalty: 6003.513184
	Iteration 91Q: 3 clusters Score -2.323735e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -23237320.000000 Penalty: 6003.513184
	Iteration 92Q: 3 clusters Score -2.323732e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23237304.000000 Penalty: 6003.513184
	Iteration 93Q: 3 clusters Score -2.32373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -23237270.000000 Penalty: 6003.513184
	Iteration 94Q: 3 clusters Score -2.323727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -23237242.000000 Penalty: 6003.513184
	Iteration 95Q: 3 clusters Score -2.323724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 177859 members 
Entering Unmasked Estep 
Score: -23237240.000000 Penalty: 6003.513184
	Iteration 96Q: 3 clusters Score -2.323724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -23237260.000000 Penalty: 6003.513184
	Iteration 97Q: 3 clusters Score -2.323726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 177933 members 
Entering Unmasked Estep 
Score: -23237242.000000 Penalty: 6003.513184
	Iteration 98Q: 3 clusters Score -2.323724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 177966 members 
Entering Unmasked Estep 
Score: -23237234.000000 Penalty: 6003.513184
	Iteration 99Q: 3 clusters Score -2.323723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -23237200.000000 Penalty: 6003.513184
	Iteration 100F: 3 clusters Score -2.32372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -23237198.000000 Penalty: 6003.513184
	Iteration 101Q: 3 clusters Score -2.32372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 178032 members 
Entering Unmasked Estep 
Score: -23237208.000000 Penalty: 6003.513184
	Iteration 102Q: 3 clusters Score -2.323721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 178055 members 
Entering Unmasked Estep 
Score: -23237184.000000 Penalty: 6003.513184
	Iteration 103Q: 3 clusters Score -2.323718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -23237142.000000 Penalty: 6003.513184
	Iteration 104Q: 3 clusters Score -2.323714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -23237144.000000 Penalty: 6003.513184
	Iteration 105Q: 3 clusters Score -2.323714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -23237164.000000 Penalty: 6003.513184
	Iteration 106Q: 3 clusters Score -2.323716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 178131 members 
Entering Unmasked Estep 
Score: -23237160.000000 Penalty: 6003.513184
	Iteration 107Q: 3 clusters Score -2.323716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 178148 members 
Entering Unmasked Estep 
Score: -23237164.000000 Penalty: 6003.513184
	Iteration 108Q: 3 clusters Score -2.323716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 178166 members 
Entering Unmasked Estep 
Score: -23237180.000000 Penalty: 6003.513184
	Iteration 109Q: 3 clusters Score -2.323718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -23237164.000000 Penalty: 6003.513184
	Iteration 110Q: 3 clusters Score -2.323716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -23237164.000000 Penalty: 6003.513184
	Iteration 111Q: 3 clusters Score -2.323716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 178201 members 
Entering Unmasked Estep 
Score: -23237152.000000 Penalty: 6003.513184
	Iteration 112Q: 3 clusters Score -2.323715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -23237168.000000 Penalty: 6003.513184
	Iteration 113Q: 3 clusters Score -2.323717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 178217 members 
Entering Unmasked Estep 
Score: -23237154.000000 Penalty: 6003.513184
	Iteration 114Q: 3 clusters Score -2.323715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 178222 members 
Entering Unmasked Estep 
Score: -23237172.000000 Penalty: 6003.513184
	Iteration 115Q: 3 clusters Score -2.323717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -23237150.000000 Penalty: 6003.513184
	Iteration 116Q: 3 clusters Score -2.323715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -23237166.000000 Penalty: 6003.513184
	Iteration 117Q: 3 clusters Score -2.323717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -23237148.000000 Penalty: 6003.513184
	Iteration 118Q: 3 clusters Score -2.323715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 178254 members 
Entering Unmasked Estep 
Score: -23237148.000000 Penalty: 6003.513184
	Iteration 119Q: 3 clusters Score -2.323715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 178259 members 
Entering Unmasked Estep 
Score: -23237148.000000 Penalty: 6003.513184
	Iteration 120F: 3 clusters Score -2.323715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -23237148.000000 Penalty: 6003.513184
	Iteration 121Q: 3 clusters Score -2.323715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 178269 members 
Entering Unmasked Estep 
Score: -23237154.000000 Penalty: 6003.513184
	Iteration 122Q: 3 clusters Score -2.323715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 178271 members 
Entering Unmasked Estep 
Score: -23237154.000000 Penalty: 6003.513184
	Iteration 123Q: 3 clusters Score -2.323715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -23237156.000000 Penalty: 6003.513184
	Iteration 124Q: 3 clusters Score -2.323716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 178275 members 
Entering Unmasked Estep 
Score: -23237142.000000 Penalty: 6003.513184
	Iteration 125Q: 3 clusters Score -2.323714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 178278 members 
Entering Unmasked Estep 
Score: -23237168.000000 Penalty: 6003.513184
	Iteration 126Q: 3 clusters Score -2.323717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 178279 members 
Entering Unmasked Estep 
Score: -23237152.000000 Penalty: 6003.513184
	Iteration 127Q: 3 clusters Score -2.323715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 178279 members 
Entering Unmasked Estep 
Score: -23237152.000000 Penalty: 6003.513184
	Iteration 128F: 3 clusters Score -2.323715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (189592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189592 members 
Entering Unmasked Estep 
Score: -24589068.000000 Penalty: 3013.852295
	Iteration 0F: 2 clusters Score -2.458907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -24478874.000000 Penalty: 6027.704590
	Iteration 0F: 3 clusters Score -2.447887e+07 nChanged 91110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -24533840.000000 Penalty: 6027.704590
	Iteration 1F: 3 clusters Score -2.453384e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -24537118.000000 Penalty: 6027.704590
	Iteration 2Q: 3 clusters Score -2.453712e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -24542960.000000 Penalty: 6027.704590
	Iteration 3F: 3 clusters Score -2.454296e+07 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 140920 members 
Entering Unmasked Estep 
Score: -24554728.000000 Penalty: 6027.704590
	Iteration 4F: 3 clusters Score -2.455473e+07 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -24570190.000000 Penalty: 6027.704590
	Iteration 5F: 3 clusters Score -2.457019e+07 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -24582672.000000 Penalty: 6027.704590
	Iteration 6F: 3 clusters Score -2.458267e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -24585544.000000 Penalty: 6027.704590
	Iteration 7Q: 3 clusters Score -2.458554e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 187447 members 
Entering Unmasked Estep 
Score: -24586082.000000 Penalty: 6027.704590
	Iteration 8Q: 3 clusters Score -2.458608e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 188713 members 
Entering Unmasked Estep 
Score: -24586358.000000 Penalty: 6027.704590
	Iteration 9Q: 3 clusters Score -2.458636e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 189074 members 
Entering Unmasked Estep 
Score: -24586496.000000 Penalty: 6027.704590
	Iteration 10Q: 3 clusters Score -2.45865e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 189192 members 
Entering Unmasked Estep 
Score: -24586522.000000 Penalty: 6027.704590
	Iteration 11Q: 3 clusters Score -2.458652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -24586550.000000 Penalty: 6027.704590
	Iteration 12Q: 3 clusters Score -2.458655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 189251 members 
Entering Unmasked Estep 
Score: -24586592.000000 Penalty: 6027.704590
	Iteration 13Q: 3 clusters Score -2.458659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 189260 members 
Entering Unmasked Estep 
Score: -24586612.000000 Penalty: 6027.704590
	Iteration 14Q: 3 clusters Score -2.458661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 189266 members 
Entering Unmasked Estep 
Score: -24586630.000000 Penalty: 6027.704590
	Iteration 15Q: 3 clusters Score -2.458663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 189271 members 
Entering Unmasked Estep 
Score: -24586624.000000 Penalty: 6027.704590
	Iteration 16Q: 3 clusters Score -2.458662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -24586646.000000 Penalty: 6027.704590
	Iteration 17Q: 3 clusters Score -2.458665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -24586666.000000 Penalty: 6027.704590
	Iteration 18Q: 3 clusters Score -2.458667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 189284 members 
Entering Unmasked Estep 
Score: -24586670.000000 Penalty: 6027.704590
	Iteration 19Q: 3 clusters Score -2.458667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189283 members 
Entering Unmasked Estep 
Score: -24586674.000000 Penalty: 6027.704590
	Iteration 20F: 3 clusters Score -2.458667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 189285 members 
Entering Unmasked Estep 
Score: -24586682.000000 Penalty: 6027.704590
	Iteration 21Q: 3 clusters Score -2.458668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 189288 members 
Entering Unmasked Estep 
Score: -24586692.000000 Penalty: 6027.704590
	Iteration 22Q: 3 clusters Score -2.458669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189287 members 
Entering Unmasked Estep 
Score: -24586702.000000 Penalty: 6027.704590
	Iteration 23Q: 3 clusters Score -2.45867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -24586706.000000 Penalty: 6027.704590
	Iteration 24Q: 3 clusters Score -2.458671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -24586708.000000 Penalty: 6027.704590
	Iteration 25Q: 3 clusters Score -2.458671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -24586720.000000 Penalty: 6027.704590
	Iteration 26Q: 3 clusters Score -2.458672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189291 members 
Entering Unmasked Estep 
Score: -24586708.000000 Penalty: 6027.704590
	Iteration 27Q: 3 clusters Score -2.458671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -24586728.000000 Penalty: 6027.704590
	Iteration 28Q: 3 clusters Score -2.458673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -24586728.000000 Penalty: 6027.704590
	Iteration 29F: 3 clusters Score -2.458673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -95908.187500 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -95908.19 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 400 members 
Entering Unmasked Estep 
Score: -94110.218750 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -94110.22 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94383.867188 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -94383.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94469.656250 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -94469.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94546.242188 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -94546.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94609.000000 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -94609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94658.078125 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -94658.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94696.398438 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -94696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94722.250000 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -94722.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94741.937500 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -94741.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94758.664062 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -94758.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94762.000000 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -94762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94765.726562 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -94765.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94769.257812 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -94769.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94778.593750 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -94778.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94781.828125 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -94781.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94782.375000 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -94782.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94783.296875 Penalty: 3317.423828
	Iteration 16Q: 3 clusters Score -94783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94785.968750 Penalty: 3317.423828
	Iteration 17Q: 3 clusters Score -94785.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94786.773438 Penalty: 3317.423828
	Iteration 18Q: 3 clusters Score -94786.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94790.484375 Penalty: 3317.423828
	Iteration 19Q: 3 clusters Score -94790.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94798.945312 Penalty: 3317.423828
	Iteration 20F: 3 clusters Score -94798.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94802.937500 Penalty: 3317.423828
	Iteration 21Q: 3 clusters Score -94802.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94812.265625 Penalty: 3317.423828
	Iteration 22Q: 3 clusters Score -94812.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94829.281250 Penalty: 3317.423828
	Iteration 23Q: 3 clusters Score -94829.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94838.507812 Penalty: 3317.423828
	Iteration 24Q: 3 clusters Score -94838.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94844.070312 Penalty: 3317.423828
	Iteration 25Q: 3 clusters Score -94844.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94849.367188 Penalty: 3317.423828
	Iteration 26Q: 3 clusters Score -94849.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94853.820312 Penalty: 3317.423828
	Iteration 27Q: 3 clusters Score -94853.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94863.578125 Penalty: 3317.423828
	Iteration 28Q: 3 clusters Score -94863.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94868.710938 Penalty: 3317.423828
	Iteration 29Q: 3 clusters Score -94868.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94875.929688 Penalty: 3317.423828
	Iteration 30Q: 3 clusters Score -94875.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94881.601562 Penalty: 3317.423828
	Iteration 31Q: 3 clusters Score -94881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94890.617188 Penalty: 3317.423828
	Iteration 32Q: 3 clusters Score -94890.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94900.773438 Penalty: 3317.423828
	Iteration 33Q: 3 clusters Score -94900.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94923.101562 Penalty: 3317.423828
	Iteration 34Q: 3 clusters Score -94923.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94959.375000 Penalty: 3317.423828
	Iteration 35Q: 3 clusters Score -94959.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94979.125000 Penalty: 3317.423828
	Iteration 36Q: 3 clusters Score -94979.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94986.656250 Penalty: 3317.423828
	Iteration 37Q: 3 clusters Score -94986.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94990.976562 Penalty: 3317.423828
	Iteration 38Q: 3 clusters Score -94990.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94995.304688 Penalty: 3317.423828
	Iteration 39Q: 3 clusters Score -94995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94995.304688 Penalty: 3317.423828
	Iteration 40F: 3 clusters Score -94995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -1824862.625000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -1824863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1814957.875000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -1814958 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1817981.500000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -1817982 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1818288.000000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -1818288 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1818536.625000 Penalty: 4720.950684
	Iteration 3Q: 3 clusters Score -1818537 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1818738.625000 Penalty: 4720.950684
	Iteration 4Q: 3 clusters Score -1818739 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1818953.875000 Penalty: 4720.950684
	Iteration 5Q: 3 clusters Score -1818954 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1819177.250000 Penalty: 4720.950684
	Iteration 6Q: 3 clusters Score -1819177 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1819443.375000 Penalty: 4720.950684
	Iteration 7Q: 3 clusters Score -1819443 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1819783.250000 Penalty: 4720.950684
	Iteration 8Q: 3 clusters Score -1819783 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1820235.000000 Penalty: 4720.950684
	Iteration 9Q: 3 clusters Score -1820235 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1820742.875000 Penalty: 4720.950684
	Iteration 10Q: 3 clusters Score -1820743 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1821272.250000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -1821272 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1821692.000000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -1821692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1822021.250000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -1822021 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1822274.750000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -1822275 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1822436.875000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -1822437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1822538.125000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -1822538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1822598.625000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -1822599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1822648.125000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -1822648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1822684.625000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -1822685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1822705.250000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -1822705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1822725.750000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -1822726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1822737.875000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -1822738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1822751.125000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -1822751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1822756.250000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -1822756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1822759.875000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -1822760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1822761.250000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -1822761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1822767.125000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -1822767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1822773.000000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -1822773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1822775.625000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -1822776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1822775.625000 Penalty: 4720.950684
	Iteration 30F: 3 clusters Score -1822776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Entering Unmasked Estep 
Score: -2894900.500000 Penalty: 2484.612793
	Iteration 0F: 2 clusters Score -2894900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2879338.500000 Penalty: 4969.225586
	Iteration 0F: 3 clusters Score -2879338 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2884623.750000 Penalty: 4969.225586
	Iteration 1F: 3 clusters Score -2884624 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2885011.750000 Penalty: 4969.225586
	Iteration 2F: 3 clusters Score -2885012 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2885330.750000 Penalty: 4969.225586
	Iteration 3Q: 3 clusters Score -2885331 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2885635.250000 Penalty: 4969.225586
	Iteration 4Q: 3 clusters Score -2885635 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2885965.250000 Penalty: 4969.225586
	Iteration 5Q: 3 clusters Score -2885965 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2886339.000000 Penalty: 4969.225586
	Iteration 6Q: 3 clusters Score -2886339 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2886713.000000 Penalty: 4969.225586
	Iteration 7Q: 3 clusters Score -2886713 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2887143.750000 Penalty: 4969.225586
	Iteration 8Q: 3 clusters Score -2887144 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2887633.250000 Penalty: 4969.225586
	Iteration 9Q: 3 clusters Score -2887633 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2888192.250000 Penalty: 4969.225586
	Iteration 10Q: 3 clusters Score -2888192 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2888852.250000 Penalty: 4969.225586
	Iteration 11Q: 3 clusters Score -2888852 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2889576.500000 Penalty: 4969.225586
	Iteration 12F: 3 clusters Score -2889576 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2890251.000000 Penalty: 4969.225586
	Iteration 13Q: 3 clusters Score -2890251 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2890776.500000 Penalty: 4969.225586
	Iteration 14Q: 3 clusters Score -2890776 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2891093.250000 Penalty: 4969.225586
	Iteration 15Q: 3 clusters Score -2891093 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2891287.500000 Penalty: 4969.225586
	Iteration 16Q: 3 clusters Score -2891288 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2891448.750000 Penalty: 4969.225586
	Iteration 17Q: 3 clusters Score -2891449 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2891586.750000 Penalty: 4969.225586
	Iteration 18Q: 3 clusters Score -2891587 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2891706.750000 Penalty: 4969.225586
	Iteration 19Q: 3 clusters Score -2891707 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2891813.000000 Penalty: 4969.225586
	Iteration 20F: 3 clusters Score -2891813 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2891869.750000 Penalty: 4969.225586
	Iteration 21Q: 3 clusters Score -2891870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2891942.000000 Penalty: 4969.225586
	Iteration 22Q: 3 clusters Score -2891942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2891994.250000 Penalty: 4969.225586
	Iteration 23Q: 3 clusters Score -2891994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2892041.250000 Penalty: 4969.225586
	Iteration 24Q: 3 clusters Score -2892041 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2892069.000000 Penalty: 4969.225586
	Iteration 25Q: 3 clusters Score -2892069 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2892097.250000 Penalty: 4969.225586
	Iteration 26Q: 3 clusters Score -2892097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2892111.750000 Penalty: 4969.225586
	Iteration 27Q: 3 clusters Score -2892112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2892144.250000 Penalty: 4969.225586
	Iteration 28Q: 3 clusters Score -2892144 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2892157.500000 Penalty: 4969.225586
	Iteration 29Q: 3 clusters Score -2892158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2892175.000000 Penalty: 4969.225586
	Iteration 30Q: 3 clusters Score -2892175 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2892186.500000 Penalty: 4969.225586
	Iteration 31Q: 3 clusters Score -2892186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2892202.500000 Penalty: 4969.225586
	Iteration 32Q: 3 clusters Score -2892202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2892228.750000 Penalty: 4969.225586
	Iteration 33Q: 3 clusters Score -2892229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2892223.500000 Penalty: 4969.225586
	Iteration 34Q: 3 clusters Score -2892224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2892229.500000 Penalty: 4969.225586
	Iteration 35Q: 3 clusters Score -2892230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2892236.750000 Penalty: 4969.225586
	Iteration 36Q: 3 clusters Score -2892237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2892238.750000 Penalty: 4969.225586
	Iteration 37Q: 3 clusters Score -2892239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2892259.000000 Penalty: 4969.225586
	Iteration 38Q: 3 clusters Score -2892259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2892267.750000 Penalty: 4969.225586
	Iteration 39Q: 3 clusters Score -2892268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2892275.500000 Penalty: 4969.225586
	Iteration 40F: 3 clusters Score -2892276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2892280.250000 Penalty: 4969.225586
	Iteration 41Q: 3 clusters Score -2892280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2892294.750000 Penalty: 4969.225586
	Iteration 42Q: 3 clusters Score -2892295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2892309.250000 Penalty: 4969.225586
	Iteration 43Q: 3 clusters Score -2892309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2892311.000000 Penalty: 4969.225586
	Iteration 44Q: 3 clusters Score -2892311 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2892337.000000 Penalty: 4969.225586
	Iteration 45Q: 3 clusters Score -2892337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2892332.750000 Penalty: 4969.225586
	Iteration 46Q: 3 clusters Score -2892333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2892351.250000 Penalty: 4969.225586
	Iteration 47Q: 3 clusters Score -2892351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2892351.250000 Penalty: 4969.225586
	Iteration 48Q: 3 clusters Score -2892351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2892365.750000 Penalty: 4969.225586
	Iteration 49Q: 3 clusters Score -2892366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2892377.500000 Penalty: 4969.225586
	Iteration 50Q: 3 clusters Score -2892378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2892380.250000 Penalty: 4969.225586
	Iteration 51Q: 3 clusters Score -2892380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2892383.250000 Penalty: 4969.225586
	Iteration 52Q: 3 clusters Score -2892383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2892389.000000 Penalty: 4969.225586
	Iteration 53Q: 3 clusters Score -2892389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2892400.750000 Penalty: 4969.225586
	Iteration 54Q: 3 clusters Score -2892401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2892416.750000 Penalty: 4969.225586
	Iteration 55Q: 3 clusters Score -2892417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2892421.750000 Penalty: 4969.225586
	Iteration 56Q: 3 clusters Score -2892422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2892432.000000 Penalty: 4969.225586
	Iteration 57Q: 3 clusters Score -2892432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2892445.750000 Penalty: 4969.225586
	Iteration 58Q: 3 clusters Score -2892446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2892452.250000 Penalty: 4969.225586
	Iteration 59Q: 3 clusters Score -2892452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2892463.750000 Penalty: 4969.225586
	Iteration 60F: 3 clusters Score -2892464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2892483.500000 Penalty: 4969.225586
	Iteration 61Q: 3 clusters Score -2892484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2892498.750000 Penalty: 4969.225586
	Iteration 62Q: 3 clusters Score -2892499 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2892508 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2892528 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2892554 nChanged 127
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Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2892578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2892614 nChanged 165
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Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2892673 nChanged 176
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Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2892745 nChanged 170
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Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2892832 nChanged 163
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Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2892945 nChanged 147
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Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4790 members 
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Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2893141 nChanged 104
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Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2893174 nChanged 79
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Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2893184 nChanged 69
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Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2893203 nChanged 52
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Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2893203 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2893211 nChanged 56
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Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2893225 nChanged 64
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Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2893231 nChanged 58
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Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2893244 nChanged 62
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Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2893246 nChanged 66
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Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2893260 nChanged 64
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Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2893265 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2893276 nChanged 67
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Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2893296 nChanged 65
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Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2893310 nChanged 66
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Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2893323 nChanged 68
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Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2893336 nChanged 69
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Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2893352 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2893366 nChanged 57
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Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2893379 nChanged 49
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Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2893392 nChanged 46
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Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2893406 nChanged 43
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Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2893420 nChanged 41
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2893424 nChanged 40
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Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2893430 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2893433 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2893441 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2893448 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2893447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2893451.000000 Penalty: 4969.225586
	Iteration 105Q: 3 clusters Score -2893451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2893450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2893457.500000 Penalty: 4969.225586
	Iteration 107Q: 3 clusters Score -2893458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2893456.250000 Penalty: 4969.225586
	Iteration 108Q: 3 clusters Score -2893456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2893454.500000 Penalty: 4969.225586
	Iteration 109Q: 3 clusters Score -2893454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2893456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2893453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2893464.500000 Penalty: 4969.225586
	Iteration 112Q: 3 clusters Score -2893464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2893467.500000 Penalty: 4969.225586
	Iteration 113Q: 3 clusters Score -2893468 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2893468 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2893472.000000 Penalty: 4969.225586
	Iteration 115Q: 3 clusters Score -2893472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2893473 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2893476.750000 Penalty: 4969.225586
	Iteration 117Q: 3 clusters Score -2893477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2893479.000000 Penalty: 4969.225586
	Iteration 118Q: 3 clusters Score -2893479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2893480.250000 Penalty: 4969.225586
	Iteration 119Q: 3 clusters Score -2893480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2893476.750000 Penalty: 4969.225586
	Iteration 120F: 3 clusters Score -2893477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2893487.500000 Penalty: 4969.225586
	Iteration 121Q: 3 clusters Score -2893488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2893485.000000 Penalty: 4969.225586
	Iteration 122Q: 3 clusters Score -2893485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2893489.500000 Penalty: 4969.225586
	Iteration 123Q: 3 clusters Score -2893490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2893493.500000 Penalty: 4969.225586
	Iteration 124Q: 3 clusters Score -2893494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2893491.250000 Penalty: 4969.225586
	Iteration 125Q: 3 clusters Score -2893491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2893492.250000 Penalty: 4969.225586
	Iteration 126Q: 3 clusters Score -2893492 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2893497.000000 Penalty: 4969.225586
	Iteration 127Q: 3 clusters Score -2893497 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2893499.250000 Penalty: 4969.225586
	Iteration 128Q: 3 clusters Score -2893499 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2893503.500000 Penalty: 4969.225586
	Iteration 129Q: 3 clusters Score -2893504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2893502.750000 Penalty: 4969.225586
	Iteration 130Q: 3 clusters Score -2893503 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2893503.000000 Penalty: 4969.225586
	Iteration 131Q: 3 clusters Score -2893503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2893499.250000 Penalty: 4969.225586
	Iteration 132Q: 3 clusters Score -2893499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2893502.750000 Penalty: 4969.225586
	Iteration 133Q: 3 clusters Score -2893503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 4969.225586
	Iteration 134Q: 3 clusters Score -2893505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2893503.500000 Penalty: 4969.225586
	Iteration 135Q: 3 clusters Score -2893504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 4969.225586
	Iteration 136Q: 3 clusters Score -2893505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2893507.750000 Penalty: 4969.225586
	Iteration 137Q: 3 clusters Score -2893508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2893504.000000 Penalty: 4969.225586
	Iteration 138Q: 3 clusters Score -2893504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2893506.000000 Penalty: 4969.225586
	Iteration 139Q: 3 clusters Score -2893506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2893504.000000 Penalty: 4969.225586
	Iteration 140F: 3 clusters Score -2893504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2893505.750000 Penalty: 4969.225586
	Iteration 141Q: 3 clusters Score -2893506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2893505.500000 Penalty: 4969.225586
	Iteration 142Q: 3 clusters Score -2893506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2893504.500000 Penalty: 4969.225586
	Iteration 143Q: 3 clusters Score -2893504 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2893506.500000 Penalty: 4969.225586
	Iteration 144Q: 3 clusters Score -2893506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2893507.750000 Penalty: 4969.225586
	Iteration 145Q: 3 clusters Score -2893508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2893509.750000 Penalty: 4969.225586
	Iteration 146Q: 3 clusters Score -2893510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2893513.750000 Penalty: 4969.225586
	Iteration 147Q: 3 clusters Score -2893514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2893510.000000 Penalty: 4969.225586
	Iteration 148Q: 3 clusters Score -2893510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2893507.000000 Penalty: 4969.225586
	Iteration 149Q: 3 clusters Score -2893507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2893511.750000 Penalty: 4969.225586
	Iteration 150Q: 3 clusters Score -2893512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2893512.250000 Penalty: 4969.225586
	Iteration 151Q: 3 clusters Score -2893512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2893512.750000 Penalty: 4969.225586
	Iteration 152Q: 3 clusters Score -2893513 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2893512.750000 Penalty: 4969.225586
	Iteration 153F: 3 clusters Score -2893513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -565922.812500 Penalty: 2086.850098
	Iteration 0F: 2 clusters Score -565922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -561726.937500 Penalty: 4173.700195
	Iteration 0F: 3 clusters Score -561726.9 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -562740.937500 Penalty: 4173.700195
	Iteration 1F: 3 clusters Score -562740.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -562953.125000 Penalty: 4173.700195
	Iteration 2F: 3 clusters Score -562953.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -563064.812500 Penalty: 4173.700195
	Iteration 3Q: 3 clusters Score -563064.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -563157.812500 Penalty: 4173.700195
	Iteration 4Q: 3 clusters Score -563157.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -563240.500000 Penalty: 4173.700195
	Iteration 5Q: 3 clusters Score -563240.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -563312.625000 Penalty: 4173.700195
	Iteration 6Q: 3 clusters Score -563312.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -563381.312500 Penalty: 4173.700195
	Iteration 7Q: 3 clusters Score -563381.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -563429.187500 Penalty: 4173.700195
	Iteration 8Q: 3 clusters Score -563429.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -563470.500000 Penalty: 4173.700195
	Iteration 9Q: 3 clusters Score -563470.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -563506.312500 Penalty: 4173.700195
	Iteration 10Q: 3 clusters Score -563506.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -563526.937500 Penalty: 4173.700195
	Iteration 11Q: 3 clusters Score -563526.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -563544.750000 Penalty: 4173.700195
	Iteration 12Q: 3 clusters Score -563544.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -563557.625000 Penalty: 4173.700195
	Iteration 13Q: 3 clusters Score -563557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -563565.125000 Penalty: 4173.700195
	Iteration 14Q: 3 clusters Score -563565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -563574.562500 Penalty: 4173.700195
	Iteration 15Q: 3 clusters Score -563574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -563578.562500 Penalty: 4173.700195
	Iteration 16Q: 3 clusters Score -563578.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -563583.687500 Penalty: 4173.700195
	Iteration 17Q: 3 clusters Score -563583.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -563588.625000 Penalty: 4173.700195
	Iteration 18Q: 3 clusters Score -563588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -563593.187500 Penalty: 4173.700195
	Iteration 19Q: 3 clusters Score -563593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -563596.500000 Penalty: 4173.700195
	Iteration 20F: 3 clusters Score -563596.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -563600.250000 Penalty: 4173.700195
	Iteration 21Q: 3 clusters Score -563600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -563603.500000 Penalty: 4173.700195
	Iteration 22Q: 3 clusters Score -563603.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -563607.812500 Penalty: 4173.700195
	Iteration 23Q: 3 clusters Score -563607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -563612.875000 Penalty: 4173.700195
	Iteration 24Q: 3 clusters Score -563612.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -563616.750000 Penalty: 4173.700195
	Iteration 25Q: 3 clusters Score -563616.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -563619.750000 Penalty: 4173.700195
	Iteration 26Q: 3 clusters Score -563619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -563623.250000 Penalty: 4173.700195
	Iteration 27Q: 3 clusters Score -563623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -563627.437500 Penalty: 4173.700195
	Iteration 28Q: 3 clusters Score -563627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -563630.625000 Penalty: 4173.700195
	Iteration 29Q: 3 clusters Score -563630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -563633.562500 Penalty: 4173.700195
	Iteration 30Q: 3 clusters Score -563633.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -563636.687500 Penalty: 4173.700195
	Iteration 31Q: 3 clusters Score -563636.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -563640.312500 Penalty: 4173.700195
	Iteration 32Q: 3 clusters Score -563640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -563644.125000 Penalty: 4173.700195
	Iteration 33Q: 3 clusters Score -563644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -563649.687500 Penalty: 4173.700195
	Iteration 34Q: 3 clusters Score -563649.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -563657.187500 Penalty: 4173.700195
	Iteration 35Q: 3 clusters Score -563657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563662.312500 Penalty: 4173.700195
	Iteration 36Q: 3 clusters Score -563662.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -563670.875000 Penalty: 4173.700195
	Iteration 37Q: 3 clusters Score -563670.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -563675.687500 Penalty: 4173.700195
	Iteration 38Q: 3 clusters Score -563675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -563683.687500 Penalty: 4173.700195
	Iteration 39Q: 3 clusters Score -563683.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -563689.625000 Penalty: 4173.700195
	Iteration 40F: 3 clusters Score -563689.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -563698.437500 Penalty: 4173.700195
	Iteration 41Q: 3 clusters Score -563698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -563706.562500 Penalty: 4173.700195
	Iteration 42Q: 3 clusters Score -563706.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -563716.562500 Penalty: 4173.700195
	Iteration 43Q: 3 clusters Score -563716.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -563722.937500 Penalty: 4173.700195
	Iteration 44Q: 3 clusters Score -563722.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -563730.937500 Penalty: 4173.700195
	Iteration 45Q: 3 clusters Score -563730.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -563739.062500 Penalty: 4173.700195
	Iteration 46Q: 3 clusters Score -563739.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -563758.937500 Penalty: 4173.700195
	Iteration 47Q: 3 clusters Score -563758.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -563786.187500 Penalty: 4173.700195
	Iteration 48Q: 3 clusters Score -563786.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -563810.062500 Penalty: 4173.700195
	Iteration 49Q: 3 clusters Score -563810.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -563829.375000 Penalty: 4173.700195
	Iteration 50Q: 3 clusters Score -563829.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -563848.062500 Penalty: 4173.700195
	Iteration 51Q: 3 clusters Score -563848.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -563865.437500 Penalty: 4173.700195
	Iteration 52Q: 3 clusters Score -563865.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -563885.937500 Penalty: 4173.700195
	Iteration 53Q: 3 clusters Score -563885.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -563903.750000 Penalty: 4173.700195
	Iteration 54Q: 3 clusters Score -563903.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -563918.062500 Penalty: 4173.700195
	Iteration 55Q: 3 clusters Score -563918.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -563940.437500 Penalty: 4173.700195
	Iteration 56Q: 3 clusters Score -563940.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -563973.625000 Penalty: 4173.700195
	Iteration 57Q: 3 clusters Score -563973.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -563999.375000 Penalty: 4173.700195
	Iteration 58Q: 3 clusters Score -563999.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -564017.437500 Penalty: 4173.700195
	Iteration 59Q: 3 clusters Score -564017.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -564034.875000 Penalty: 4173.700195
	Iteration 60F: 3 clusters Score -564034.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -564053.125000 Penalty: 4173.700195
	Iteration 61Q: 3 clusters Score -564053.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -564080.125000 Penalty: 4173.700195
	Iteration 62Q: 3 clusters Score -564080.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -564107.125000 Penalty: 4173.700195
	Iteration 63Q: 3 clusters Score -564107.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -564132.000000 Penalty: 4173.700195
	Iteration 64Q: 3 clusters Score -564132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -564163.875000 Penalty: 4173.700195
	Iteration 65Q: 3 clusters Score -564163.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -564199.187500 Penalty: 4173.700195
	Iteration 66Q: 3 clusters Score -564199.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -564229.937500 Penalty: 4173.700195
	Iteration 67Q: 3 clusters Score -564229.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -564258.687500 Penalty: 4173.700195
	Iteration 68Q: 3 clusters Score -564258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -564295.625000 Penalty: 4173.700195
	Iteration 69Q: 3 clusters Score -564295.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -564331.312500 Penalty: 4173.700195
	Iteration 70Q: 3 clusters Score -564331.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -564361.062500 Penalty: 4173.700195
	Iteration 71Q: 3 clusters Score -564361.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -564379.000000 Penalty: 4173.700195
	Iteration 72Q: 3 clusters Score -564379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -564389.812500 Penalty: 4173.700195
	Iteration 73Q: 3 clusters Score -564389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -564397.500000 Penalty: 4173.700195
	Iteration 74Q: 3 clusters Score -564397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -564403.750000 Penalty: 4173.700195
	Iteration 75Q: 3 clusters Score -564403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -564409.437500 Penalty: 4173.700195
	Iteration 76Q: 3 clusters Score -564409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -564412.062500 Penalty: 4173.700195
	Iteration 77Q: 3 clusters Score -564412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -564415.625000 Penalty: 4173.700195
	Iteration 78Q: 3 clusters Score -564415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -564422.062500 Penalty: 4173.700195
	Iteration 79Q: 3 clusters Score -564422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -564432.750000 Penalty: 4173.700195
	Iteration 80F: 3 clusters Score -564432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -564452.187500 Penalty: 4173.700195
	Iteration 81Q: 3 clusters Score -564452.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -564501.125000 Penalty: 4173.700195
	Iteration 82Q: 3 clusters Score -564501.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -564585.000000 Penalty: 4173.700195
	Iteration 83Q: 3 clusters Score -564585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -564664.125000 Penalty: 4173.700195
	Iteration 84Q: 3 clusters Score -564664.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -564741.187500 Penalty: 4173.700195
	Iteration 85Q: 3 clusters Score -564741.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -564798.875000 Penalty: 4173.700195
	Iteration 86Q: 3 clusters Score -564798.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -564839.625000 Penalty: 4173.700195
	Iteration 87Q: 3 clusters Score -564839.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -564860.687500 Penalty: 4173.700195
	Iteration 88Q: 3 clusters Score -564860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -564872.000000 Penalty: 4173.700195
	Iteration 89Q: 3 clusters Score -564872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -564884.500000 Penalty: 4173.700195
	Iteration 90Q: 3 clusters Score -564884.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -564894.875000 Penalty: 4173.700195
	Iteration 91Q: 3 clusters Score -564894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -564902.812500 Penalty: 4173.700195
	Iteration 92Q: 3 clusters Score -564902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -564908.875000 Penalty: 4173.700195
	Iteration 93Q: 3 clusters Score -564908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -564913.000000 Penalty: 4173.700195
	Iteration 94Q: 3 clusters Score -564913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -564915.250000 Penalty: 4173.700195
	Iteration 95Q: 3 clusters Score -564915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -564916.000000 Penalty: 4173.700195
	Iteration 96Q: 3 clusters Score -564916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -564917.437500 Penalty: 4173.700195
	Iteration 97Q: 3 clusters Score -564917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -564918.000000 Penalty: 4173.700195
	Iteration 98F: 3 clusters Score -564918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -564918.562500 Penalty: 4173.700195
	Iteration 99Q: 3 clusters Score -564918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -564918.562500 Penalty: 4173.700195
	Iteration 100F: 3 clusters Score -564918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -73611.031250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -73611.03 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 328 members 
Entering Unmasked Estep 
Score: -72002.882812 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -72002.88 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72283.437500 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -72283.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72371.898438 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -72371.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72415.937500 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -72415.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72444.429688 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -72444.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72460.539062 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -72460.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72477.859375 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -72477.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72491.632812 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -72491.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72511.882812 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -72511.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72542.796875 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -72542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72566.507812 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -72566.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72579.648438 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -72579.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72590.117188 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -72590.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72601.382812 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -72601.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72630.718750 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -72630.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72663.976562 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -72663.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72758.367188 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -72758.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72884.289062 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -72884.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72910.492188 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -72910.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72924.671875 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -72924.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72943.695312 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -72943.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72970.632812 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -72970.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72998.023438 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -72998.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73028.296875 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -73028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73071.101562 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -73071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73136.875000 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -73136.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73166.054688 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -73166.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73169.343750 Penalty: 3214.862061
	Iteration 27Q: 3 clusters Score -73169.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73169.343750 Penalty: 3214.862061
	Iteration 28F: 3 clusters Score -73169.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (286767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286767 members 
Entering Unmasked Estep 
Score: -36713636.000000 Penalty: 3116.473389
	Iteration 0F: 2 clusters Score -3.671364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -36541680.000000 Penalty: 6232.946777
	Iteration 0F: 3 clusters Score -3.654168e+07 nChanged 138917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137055 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -36623596.000000 Penalty: 6232.946777
	Iteration 1F: 3 clusters Score -3.66236e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133194 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -36625036.000000 Penalty: 6232.946777
	Iteration 2Q: 3 clusters Score -3.662504e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126978 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -36627424.000000 Penalty: 6232.946777
	Iteration 3Q: 3 clusters Score -3.662742e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 169418 members 
Entering Unmasked Estep 
Score: -36631144.000000 Penalty: 6232.946777
	Iteration 4Q: 3 clusters Score -3.663114e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 183928 members 
Entering Unmasked Estep 
Score: -36637944.000000 Penalty: 6232.946777
	Iteration 5F: 3 clusters Score -3.663794e+07 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 204204 members 
Entering Unmasked Estep 
Score: -36648904.000000 Penalty: 6232.946777
	Iteration 6F: 3 clusters Score -3.66489e+07 nChanged 24686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 228786 members 
Entering Unmasked Estep 
Score: -36665420.000000 Penalty: 6232.946777
	Iteration 7F: 3 clusters Score -3.666542e+07 nChanged 24388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 253158 members 
Entering Unmasked Estep 
Score: -36683292.000000 Penalty: 6232.946777
	Iteration 8F: 3 clusters Score -3.668329e+07 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 270611 members 
Entering Unmasked Estep 
Score: -36696820.000000 Penalty: 6232.946777
	Iteration 9F: 3 clusters Score -3.669682e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 279729 members 
Entering Unmasked Estep 
Score: -36704384.000000 Penalty: 6232.946777
	Iteration 10Q: 3 clusters Score -3.670438e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 283530 members 
Entering Unmasked Estep 
Score: -36707864.000000 Penalty: 6232.946777
	Iteration 11Q: 3 clusters Score -3.670786e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 284932 members 
Entering Unmasked Estep 
Score: -36709256.000000 Penalty: 6232.946777
	Iteration 12Q: 3 clusters Score -3.670926e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 285432 members 
Entering Unmasked Estep 
Score: -36709932.000000 Penalty: 6232.946777
	Iteration 13Q: 3 clusters Score -3.670993e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 285644 members 
Entering Unmasked Estep 
Score: -36710176.000000 Penalty: 6232.946777
	Iteration 14Q: 3 clusters Score -3.671018e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 285752 members 
Entering Unmasked Estep 
Score: -36710368.000000 Penalty: 6232.946777
	Iteration 15Q: 3 clusters Score -3.671037e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 285798 members 
Entering Unmasked Estep 
Score: -36710484.000000 Penalty: 6232.946777
	Iteration 16Q: 3 clusters Score -3.671048e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 285825 members 
Entering Unmasked Estep 
Score: -36710532.000000 Penalty: 6232.946777
	Iteration 17Q: 3 clusters Score -3.671053e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 285832 members 
Entering Unmasked Estep 
Score: -36710596.000000 Penalty: 6232.946777
	Iteration 18Q: 3 clusters Score -3.67106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 285833 members 
Entering Unmasked Estep 
Score: -36710620.000000 Penalty: 6232.946777
	Iteration 19Q: 3 clusters Score -3.671062e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 285846 members 
Entering Unmasked Estep 
Score: -36710684.000000 Penalty: 6232.946777
	Iteration 20F: 3 clusters Score -3.671068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 285855 members 
Entering Unmasked Estep 
Score: -36710644.000000 Penalty: 6232.946777
	Iteration 21Q: 3 clusters Score -3.671064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 285854 members 
Entering Unmasked Estep 
Score: -36710660.000000 Penalty: 6232.946777
	Iteration 22Q: 3 clusters Score -3.671066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 285857 members 
Entering Unmasked Estep 
Score: -36710668.000000 Penalty: 6232.946777
	Iteration 23Q: 3 clusters Score -3.671067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 285860 members 
Entering Unmasked Estep 
Score: -36710644.000000 Penalty: 6232.946777
	Iteration 24Q: 3 clusters Score -3.671064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 285862 members 
Entering Unmasked Estep 
Score: -36710688.000000 Penalty: 6232.946777
	Iteration 25Q: 3 clusters Score -3.671069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 285865 members 
Entering Unmasked Estep 
Score: -36710700.000000 Penalty: 6232.946777
	Iteration 26Q: 3 clusters Score -3.67107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 285869 members 
Entering Unmasked Estep 
Score: -36710724.000000 Penalty: 6232.946777
	Iteration 27Q: 3 clusters Score -3.671072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 285874 members 
Entering Unmasked Estep 
Score: -36710724.000000 Penalty: 6232.946777
	Iteration 28Q: 3 clusters Score -3.671072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 285873 members 
Entering Unmasked Estep 
Score: -36710716.000000 Penalty: 6232.946777
	Iteration 29Q: 3 clusters Score -3.671072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 285873 members 
Entering Unmasked Estep 
Score: -36710716.000000 Penalty: 6232.946777
	Iteration 30Q: 3 clusters Score -3.671072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 285872 members 
Entering Unmasked Estep 
Score: -36710720.000000 Penalty: 6232.946777
	Iteration 31Q: 3 clusters Score -3.671072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 285875 members 
Entering Unmasked Estep 
Score: -36710700.000000 Penalty: 6232.946777
	Iteration 32Q: 3 clusters Score -3.67107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 285874 members 
Entering Unmasked Estep 
Score: -36710720.000000 Penalty: 6232.946777
	Iteration 33Q: 3 clusters Score -3.671072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 285874 members 
Entering Unmasked Estep 
Score: -36710720.000000 Penalty: 6232.946777
	Iteration 34F: 3 clusters Score -3.671072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89539.289062 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89539.29 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89979.421875 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89979.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90182.664062 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90182.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90298.335938 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90298.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90364.359375 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -90364.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90420.835938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90420.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -90461.445312 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90461.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90505.585938 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90505.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90531.445312 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90531.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90566.257812 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90566.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90614.226562 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90614.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -90639.875000 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90639.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -90666.429688 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90666.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -90682.484375 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -90682.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90694.242188 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -90694.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -90702.875000 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -90702.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -90713.671875 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -90713.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90720.265625 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -90720.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90731.851562 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -90731.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -90742.210938 Penalty: 3349.705322
	Iteration 19Q: 3 clusters Score -90742.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -90762.546875 Penalty: 3349.705322
	Iteration 20F: 3 clusters Score -90762.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90769.781250 Penalty: 3349.705322
	Iteration 21Q: 3 clusters Score -90769.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90769.781250 Penalty: 3349.705322
	Iteration 22F: 3 clusters Score -90769.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -68367.429688 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -68367.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66806.429688 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -66806.43 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67305.210938 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -67305.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67464.679688 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -67464.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67571.906250 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -67571.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67622.757812 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -67622.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67650.218750 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -67650.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67679.117188 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -67679.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67702.632812 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -67702.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67725.367188 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -67725.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67738.679688 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -67738.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67743.867188 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -67743.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67746.421875 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -67746.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67746.421875 Penalty: 3209.516602
	Iteration 12F: 3 clusters Score -67746.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 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 221 members 
Entering Unmasked Estep 
Score: -49748.386719 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49748.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49913.992188 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49913.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49933.960938 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49933.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49942.960938 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49942.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49944.128906 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49944.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49951.332031 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49951.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49955.992188 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49955.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49955.992188 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -49955.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Entering Unmasked Estep 
Score: -2543195.500000 Penalty: 2465.135010
	Iteration 0F: 2 clusters Score -2543196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2528626.250000 Penalty: 4930.270020
	Iteration 0F: 3 clusters Score -2528626 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2533446.000000 Penalty: 4930.270020
	Iteration 1F: 3 clusters Score -2533446 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2533955.500000 Penalty: 4930.270020
	Iteration 2F: 3 clusters Score -2533956 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2534486.750000 Penalty: 4930.270020
	Iteration 3Q: 3 clusters Score -2534487 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2535157.000000 Penalty: 4930.270020
	Iteration 4F: 3 clusters Score -2535157 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2535917.000000 Penalty: 4930.270020
	Iteration 5F: 3 clusters Score -2535917 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2536822.750000 Penalty: 4930.270020
	Iteration 6F: 3 clusters Score -2536823 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2537891.250000 Penalty: 4930.270020
	Iteration 7F: 3 clusters Score -2537891 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2539019.500000 Penalty: 4930.270020
	Iteration 8F: 3 clusters Score -2539020 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2539977.250000 Penalty: 4930.270020
	Iteration 9F: 3 clusters Score -2539977 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2540801.500000 Penalty: 4930.270020
	Iteration 10Q: 3 clusters Score -2540802 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2541390.500000 Penalty: 4930.270020
	Iteration 11Q: 3 clusters Score -2541390 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2541699.500000 Penalty: 4930.270020
	Iteration 12Q: 3 clusters Score -2541700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2541834.000000 Penalty: 4930.270020
	Iteration 13Q: 3 clusters Score -2541834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2541883.750000 Penalty: 4930.270020
	Iteration 14Q: 3 clusters Score -2541884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2541902.750000 Penalty: 4930.270020
	Iteration 15Q: 3 clusters Score -2541903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2541922.000000 Penalty: 4930.270020
	Iteration 16Q: 3 clusters Score -2541922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2541928.500000 Penalty: 4930.270020
	Iteration 17Q: 3 clusters Score -2541928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2541929.500000 Penalty: 4930.270020
	Iteration 18Q: 3 clusters Score -2541930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2541929.500000 Penalty: 4930.270020
	Iteration 19F: 3 clusters Score -2541930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35529.882812 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -35529.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34198.304688 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -34198.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34318.675781 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -34318.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34376.500000 Penalty: 2934.436279
	Iteration 2Q: 3 clusters Score -34376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34409.199219 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -34409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34481.062500 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -34481.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34565.171875 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -34565.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34668.597656 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -34668.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34753.750000 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -34753.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34879.960938 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -34879.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35015.023438 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -35015.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35114.214844 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -35114.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35175.195312 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -35175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35213.117188 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -35213.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35298.875000 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -35298.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35314.210938 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -35314.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35345.203125 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -35345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35365.718750 Penalty: 2934.436279
	Iteration 16Q: 3 clusters Score -35365.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35414.710938 Penalty: 2934.436279
	Iteration 17Q: 3 clusters Score -35414.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35460.335938 Penalty: 2934.436279
	Iteration 18Q: 3 clusters Score -35460.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35473.335938 Penalty: 2934.436279
	Iteration 19Q: 3 clusters Score -35473.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35474.355469 Penalty: 2934.436279
	Iteration 20F: 3 clusters Score -35474.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35502.210938 Penalty: 2934.436279
	Iteration 21Q: 3 clusters Score -35502.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35568.078125 Penalty: 2934.436279
	Iteration 22Q: 3 clusters Score -35568.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35586.519531 Penalty: 2934.436279
	Iteration 23Q: 3 clusters Score -35586.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35625.769531 Penalty: 2934.436279
	Iteration 24Q: 3 clusters Score -35625.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35665.210938 Penalty: 2934.436279
	Iteration 25Q: 3 clusters Score -35665.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35689.988281 Penalty: 2934.436279
	Iteration 26Q: 3 clusters Score -35689.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35693.511719 Penalty: 2934.436279
	Iteration 27Q: 3 clusters Score -35693.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35693.511719 Penalty: 2934.436279
	Iteration 28F: 3 clusters Score -35693.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 52175 members 
Mstep: Class 3 contains 17101 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 176916 members 
Mstep: Class 6 contains 41489 members 
Mstep: Class 7 contains 52912 members 
Mstep: Class 8 contains 33609 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 180567 members 
Mstep: Class 11 contains 189592 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 22440 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286767 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20745 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 133 members 
Entering Unmasked Estep 
Score: -166403648.000000 Penalty: 80372.445312
Splitting cluster 22 changes total score from -166405376.000000 to -166403648.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 52175 members 
Mstep: Class 3 contains 17101 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 176916 members 
Mstep: Class 6 contains 41489 members 
Mstep: Class 7 contains 52912 members 
Mstep: Class 8 contains 33609 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 180567 members 
Mstep: Class 11 contains 189592 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 22440 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286767 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20745 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405536.000000 Penalty: 76877.992188
Iteration 119Q: 23 clusters Score -1.664055e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203528 members 
Mstep: Class 2 contains 52181 members 
Mstep: Class 3 contains 17045 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 176892 members 
Mstep: Class 6 contains 41459 members 
Mstep: Class 7 contains 52870 members 
Mstep: Class 8 contains 33595 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180594 members 
Mstep: Class 11 contains 189634 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 22431 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 120F: 23 clusters Score -1.664057e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203413 members 
Mstep: Class 2 contains 52183 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 15486 members 
Mstep: Class 5 contains 176899 members 
Mstep: Class 6 contains 41443 members 
Mstep: Class 7 contains 52840 members 
Mstep: Class 8 contains 33575 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 180590 members 
Mstep: Class 11 contains 189641 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 22425 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286889 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 645 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20737 members 
Mstep: Class 22 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405936.000000 Penalty: 76877.992188
Iteration 121Q: 23 clusters Score -1.664059e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203317 members 
Mstep: Class 2 contains 52189 members 
Mstep: Class 3 contains 16964 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 176899 members 
Mstep: Class 6 contains 41433 members 
Mstep: Class 7 contains 52812 members 
Mstep: Class 8 contains 33550 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180588 members 
Mstep: Class 11 contains 189648 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14004 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286933 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20735 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 122Q: 23 clusters Score -1.664057e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203189 members 
Mstep: Class 2 contains 52197 members 
Mstep: Class 3 contains 16921 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 176951 members 
Mstep: Class 6 contains 41426 members 
Mstep: Class 7 contains 52781 members 
Mstep: Class 8 contains 33530 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180588 members 
Mstep: Class 11 contains 189645 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 22419 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 286973 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20731 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405568.000000 Penalty: 76877.992188
Iteration 123Q: 23 clusters Score -1.664056e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203075 members 
Mstep: Class 2 contains 52200 members 
Mstep: Class 3 contains 16869 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 177005 members 
Mstep: Class 6 contains 41421 members 
Mstep: Class 7 contains 52763 members 
Mstep: Class 8 contains 33512 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 180576 members 
Mstep: Class 11 contains 189605 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14281 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287019 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20729 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405488.000000 Penalty: 76877.992188
Iteration 124Q: 23 clusters Score -1.664055e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202990 members 
Mstep: Class 2 contains 52203 members 
Mstep: Class 3 contains 16817 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 177051 members 
Mstep: Class 6 contains 41407 members 
Mstep: Class 7 contains 52744 members 
Mstep: Class 8 contains 33485 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 180549 members 
Mstep: Class 11 contains 189587 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 22414 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287064 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 125Q: 23 clusters Score -1.664057e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202897 members 
Mstep: Class 2 contains 52216 members 
Mstep: Class 3 contains 16755 members 
Mstep: Class 4 contains 15547 members 
Mstep: Class 5 contains 177091 members 
Mstep: Class 6 contains 41397 members 
Mstep: Class 7 contains 52727 members 
Mstep: Class 8 contains 33465 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 180531 members 
Mstep: Class 11 contains 189565 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 22413 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287086 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20725 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 126Q: 23 clusters Score -1.664057e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202806 members 
Mstep: Class 2 contains 52225 members 
Mstep: Class 3 contains 16704 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 177126 members 
Mstep: Class 6 contains 41392 members 
Mstep: Class 7 contains 52720 members 
Mstep: Class 8 contains 33449 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 180527 members 
Mstep: Class 11 contains 189538 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 22413 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287097 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20723 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 127Q: 23 clusters Score -1.664057e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202688 members 
Mstep: Class 2 contains 52233 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 177138 members 
Mstep: Class 6 contains 41394 members 
Mstep: Class 7 contains 52690 members 
Mstep: Class 8 contains 33441 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180544 members 
Mstep: Class 11 contains 189526 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287132 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406016.000000 Penalty: 76877.992188
Iteration 128Q: 23 clusters Score -1.66406e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202579 members 
Mstep: Class 2 contains 52240 members 
Mstep: Class 3 contains 16633 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 177133 members 
Mstep: Class 6 contains 41392 members 
Mstep: Class 7 contains 52662 members 
Mstep: Class 8 contains 33432 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180567 members 
Mstep: Class 11 contains 189484 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 14988 members 
Mstep: Class 14 contains 22421 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287166 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406160.000000 Penalty: 76877.992188
Iteration 129Q: 23 clusters Score -1.664062e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202459 members 
Mstep: Class 2 contains 52248 members 
Mstep: Class 3 contains 16605 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 177086 members 
Mstep: Class 6 contains 41389 members 
Mstep: Class 7 contains 52651 members 
Mstep: Class 8 contains 33427 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180606 members 
Mstep: Class 11 contains 189467 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287198 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 130Q: 23 clusters Score -1.664056e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 52254 members 
Mstep: Class 3 contains 16582 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 177030 members 
Mstep: Class 6 contains 41384 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 33421 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180655 members 
Mstep: Class 11 contains 189459 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 15266 members 
Mstep: Class 14 contains 22429 members 
Mstep: Class 15 contains 4511 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287220 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405760.000000 Penalty: 76877.992188
Iteration 131Q: 23 clusters Score -1.664058e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202223 members 
Mstep: Class 2 contains 52258 members 
Mstep: Class 3 contains 16563 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 176998 members 
Mstep: Class 6 contains 41375 members 
Mstep: Class 7 contains 52621 members 
Mstep: Class 8 contains 33410 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180677 members 
Mstep: Class 11 contains 189414 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 22429 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287269 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20713 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405856.000000 Penalty: 76877.992188
Iteration 132Q: 23 clusters Score -1.664059e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202115 members 
Mstep: Class 2 contains 52265 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 176934 members 
Mstep: Class 6 contains 41364 members 
Mstep: Class 7 contains 52612 members 
Mstep: Class 8 contains 33407 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 180708 members 
Mstep: Class 11 contains 189360 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 15594 members 
Mstep: Class 14 contains 22432 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287331 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405936.000000 Penalty: 76877.992188
Iteration 133Q: 23 clusters Score -1.664059e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202040 members 
Mstep: Class 2 contains 52265 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 176829 members 
Mstep: Class 6 contains 41355 members 
Mstep: Class 7 contains 52593 members 
Mstep: Class 8 contains 33400 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 180750 members 
Mstep: Class 11 contains 189344 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 15777 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287377 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20708 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406176.000000 Penalty: 76877.992188
Iteration 134Q: 23 clusters Score -1.664062e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201918 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 15645 members 
Mstep: Class 5 contains 176748 members 
Mstep: Class 6 contains 41351 members 
Mstep: Class 7 contains 52573 members 
Mstep: Class 8 contains 33387 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 180763 members 
Mstep: Class 11 contains 189309 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 22436 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287451 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20703 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406128.000000 Penalty: 76877.992188
Iteration 135Q: 23 clusters Score -1.664061e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201803 members 
Mstep: Class 2 contains 52266 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 15657 members 
Mstep: Class 5 contains 176646 members 
Mstep: Class 6 contains 41348 members 
Mstep: Class 7 contains 52553 members 
Mstep: Class 8 contains 33378 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 180786 members 
Mstep: Class 11 contains 189287 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 16231 members 
Mstep: Class 14 contains 22438 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287489 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406176.000000 Penalty: 76877.992188
Iteration 136Q: 23 clusters Score -1.664062e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201673 members 
Mstep: Class 2 contains 52264 members 
Mstep: Class 3 contains 16395 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 176579 members 
Mstep: Class 6 contains 41344 members 
Mstep: Class 7 contains 52523 members 
Mstep: Class 8 contains 33375 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 180832 members 
Mstep: Class 11 contains 189254 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 16449 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287502 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406480.000000 Penalty: 76877.992188
Iteration 137Q: 23 clusters Score -1.664065e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201543 members 
Mstep: Class 2 contains 52264 members 
Mstep: Class 3 contains 16364 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 176513 members 
Mstep: Class 6 contains 41339 members 
Mstep: Class 7 contains 52502 members 
Mstep: Class 8 contains 33367 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 180870 members 
Mstep: Class 11 contains 189225 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287518 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 23 clusters Score -1.664066e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201397 members 
Mstep: Class 2 contains 52260 members 
Mstep: Class 3 contains 16335 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 176475 members 
Mstep: Class 6 contains 41337 members 
Mstep: Class 7 contains 52481 members 
Mstep: Class 8 contains 33363 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 180890 members 
Mstep: Class 11 contains 189158 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 16904 members 
Mstep: Class 14 contains 22436 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287559 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406896.000000 Penalty: 76877.992188
Iteration 139Q: 23 clusters Score -1.664069e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201245 members 
Mstep: Class 2 contains 52264 members 
Mstep: Class 3 contains 16293 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 176464 members 
Mstep: Class 6 contains 41336 members 
Mstep: Class 7 contains 52447 members 
Mstep: Class 8 contains 33358 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 180915 members 
Mstep: Class 11 contains 189105 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 22435 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287584 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406784.000000 Penalty: 76877.992188
Iteration 140F: 23 clusters Score -1.664068e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201085 members 
Mstep: Class 2 contains 52267 members 
Mstep: Class 3 contains 16257 members 
Mstep: Class 4 contains 15708 members 
Mstep: Class 5 contains 176455 members 
Mstep: Class 6 contains 41328 members 
Mstep: Class 7 contains 52428 members 
Mstep: Class 8 contains 33345 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 180944 members 
Mstep: Class 11 contains 189070 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 17380 members 
Mstep: Class 14 contains 22433 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287602 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406800.000000 Penalty: 76877.992188
Iteration 141Q: 23 clusters Score -1.664068e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 200905 members 
Mstep: Class 2 contains 52267 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 15714 members 
Mstep: Class 5 contains 176444 members 
Mstep: Class 6 contains 41331 members 
Mstep: Class 7 contains 52412 members 
Mstep: Class 8 contains 33328 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181001 members 
Mstep: Class 11 contains 189030 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 17597 members 
Mstep: Class 14 contains 22436 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 287612 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 377 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.66407e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 200682 members 
Mstep: Class 2 contains 52267 members 
Mstep: Class 3 contains 16197 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 176404 members 
Mstep: Class 6 contains 41320 members 
Mstep: Class 7 contains 52391 members 
Mstep: Class 8 contains 33309 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181083 members 
Mstep: Class 11 contains 188990 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 22431 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 287643 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 640 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 22 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 23 clusters Score -1.66407e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 200474 members 
Mstep: Class 2 contains 52268 members 
Mstep: Class 3 contains 16166 members 
Mstep: Class 4 contains 15745 members 
Mstep: Class 5 contains 176364 members 
Mstep: Class 6 contains 41301 members 
Mstep: Class 7 contains 52369 members 
Mstep: Class 8 contains 33289 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181177 members 
Mstep: Class 11 contains 188949 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 18122 members 
Mstep: Class 14 contains 22427 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 287650 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 382 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.664074e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 200233 members 
Mstep: Class 2 contains 52266 members 
Mstep: Class 3 contains 16133 members 
Mstep: Class 4 contains 15764 members 
Mstep: Class 5 contains 176320 members 
Mstep: Class 6 contains 41289 members 
Mstep: Class 7 contains 52350 members 
Mstep: Class 8 contains 33270 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181262 members 
Mstep: Class 11 contains 188884 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 22427 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 287671 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 640 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.664075e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 52268 members 
Mstep: Class 3 contains 16111 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 176250 members 
Mstep: Class 6 contains 41284 members 
Mstep: Class 7 contains 52339 members 
Mstep: Class 8 contains 33272 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181319 members 
Mstep: Class 11 contains 188837 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 18789 members 
Mstep: Class 14 contains 22431 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 287676 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407520.000000 Penalty: 76877.992188
Iteration 146Q: 23 clusters Score -1.664075e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 52270 members 
Mstep: Class 3 contains 16090 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 176186 members 
Mstep: Class 6 contains 41284 members 
Mstep: Class 7 contains 52315 members 
Mstep: Class 8 contains 33272 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181408 members 
Mstep: Class 11 contains 188787 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 19151 members 
Mstep: Class 14 contains 22429 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 287677 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407712.000000 Penalty: 76877.992188
Iteration 147Q: 23 clusters Score -1.664077e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 199334 members 
Mstep: Class 2 contains 52276 members 
Mstep: Class 3 contains 16062 members 
Mstep: Class 4 contains 15782 members 
Mstep: Class 5 contains 176104 members 
Mstep: Class 6 contains 41285 members 
Mstep: Class 7 contains 52304 members 
Mstep: Class 8 contains 33271 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181497 members 
Mstep: Class 11 contains 188746 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 19551 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 287669 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 644 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407440.000000 Penalty: 76877.992188
Iteration 148Q: 23 clusters Score -1.664074e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 199107 members 
Mstep: Class 2 contains 52285 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 175998 members 
Mstep: Class 6 contains 41271 members 
Mstep: Class 7 contains 52279 members 
Mstep: Class 8 contains 33267 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181556 members 
Mstep: Class 11 contains 188706 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 19958 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 287647 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407488.000000 Penalty: 76877.992188
Iteration 149Q: 23 clusters Score -1.664075e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198917 members 
Mstep: Class 2 contains 52286 members 
Mstep: Class 3 contains 16010 members 
Mstep: Class 4 contains 15790 members 
Mstep: Class 5 contains 175961 members 
Mstep: Class 6 contains 41252 members 
Mstep: Class 7 contains 52250 members 
Mstep: Class 8 contains 33253 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181577 members 
Mstep: Class 11 contains 188682 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 14 contains 22405 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 287590 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20686 members 
Mstep: Class 22 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407552.000000 Penalty: 76877.992188
Iteration 150Q: 23 clusters Score -1.664076e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 52291 members 
Mstep: Class 3 contains 15984 members 
Mstep: Class 4 contains 15810 members 
Mstep: Class 5 contains 175929 members 
Mstep: Class 6 contains 41247 members 
Mstep: Class 7 contains 52224 members 
Mstep: Class 8 contains 33232 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181527 members 
Mstep: Class 11 contains 188646 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 20732 members 
Mstep: Class 14 contains 22398 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 287547 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407776.000000 Penalty: 76877.992188
Iteration 151Q: 23 clusters Score -1.664078e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198560 members 
Mstep: Class 2 contains 52293 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 15821 members 
Mstep: Class 5 contains 175882 members 
Mstep: Class 6 contains 41233 members 
Mstep: Class 7 contains 52204 members 
Mstep: Class 8 contains 33219 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181493 members 
Mstep: Class 11 contains 188616 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 21115 members 
Mstep: Class 14 contains 22397 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 287508 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407856.000000 Penalty: 76877.992188
Iteration 152Q: 23 clusters Score -1.664079e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 52298 members 
Mstep: Class 3 contains 15937 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 41226 members 
Mstep: Class 7 contains 52179 members 
Mstep: Class 8 contains 33199 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181467 members 
Mstep: Class 11 contains 188616 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 22392 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 287464 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408080.000000 Penalty: 76877.992188
Iteration 153Q: 23 clusters Score -1.664081e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198207 members 
Mstep: Class 2 contains 52305 members 
Mstep: Class 3 contains 15914 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 175848 members 
Mstep: Class 6 contains 41219 members 
Mstep: Class 7 contains 52147 members 
Mstep: Class 8 contains 33181 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181434 members 
Mstep: Class 11 contains 188596 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 22386 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 287375 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408192.000000 Penalty: 76877.992188
Iteration 154Q: 23 clusters Score -1.664082e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198000 members 
Mstep: Class 2 contains 52309 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 15843 members 
Mstep: Class 5 contains 175820 members 
Mstep: Class 6 contains 41222 members 
Mstep: Class 7 contains 52128 members 
Mstep: Class 8 contains 33167 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181419 members 
Mstep: Class 11 contains 188554 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 22381 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 287299 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408064.000000 Penalty: 76877.992188
Iteration 155Q: 23 clusters Score -1.664081e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197846 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 3 contains 15856 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 175764 members 
Mstep: Class 6 contains 41220 members 
Mstep: Class 7 contains 52100 members 
Mstep: Class 8 contains 33152 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181427 members 
Mstep: Class 11 contains 188503 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 22709 members 
Mstep: Class 14 contains 22377 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 287191 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408000.000000 Penalty: 76877.992188
Iteration 156Q: 23 clusters Score -1.66408e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197744 members 
Mstep: Class 2 contains 52310 members 
Mstep: Class 3 contains 15819 members 
Mstep: Class 4 contains 15860 members 
Mstep: Class 5 contains 175713 members 
Mstep: Class 6 contains 41212 members 
Mstep: Class 7 contains 52065 members 
Mstep: Class 8 contains 33120 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 181408 members 
Mstep: Class 11 contains 188478 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 23124 members 
Mstep: Class 14 contains 22369 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 287079 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408064.000000 Penalty: 76877.992188
Iteration 157Q: 23 clusters Score -1.664081e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197641 members 
Mstep: Class 2 contains 52310 members 
Mstep: Class 3 contains 15786 members 
Mstep: Class 4 contains 15872 members 
Mstep: Class 5 contains 175695 members 
Mstep: Class 6 contains 41207 members 
Mstep: Class 7 contains 52035 members 
Mstep: Class 8 contains 33090 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 181362 members 
Mstep: Class 11 contains 188449 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 23524 members 
Mstep: Class 14 contains 22365 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 286963 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408192.000000 Penalty: 76877.992188
Iteration 158Q: 23 clusters Score -1.664082e+08 nChanged 1578
Entering ConstructFrom: 
Score: -166408192.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (197461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197461 members 
Entering Unmasked Estep 
Score: -25407596.000000 Penalty: 3023.937500
	Iteration 0F: 2 clusters Score -2.54076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -25279946.000000 Penalty: 6047.875000
	Iteration 0F: 3 clusters Score -2.527995e+07 nChanged 94888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -25336154.000000 Penalty: 6047.875000
	Iteration 1F: 3 clusters Score -2.533615e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -25337724.000000 Penalty: 6047.875000
	Iteration 2Q: 3 clusters Score -2.533772e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -25340318.000000 Penalty: 6047.875000
	Iteration 3Q: 3 clusters Score -2.534032e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -25344162.000000 Penalty: 6047.875000
	Iteration 4Q: 3 clusters Score -2.534416e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -25350186.000000 Penalty: 6047.875000
	Iteration 5F: 3 clusters Score -2.535019e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -25359126.000000 Penalty: 6047.875000
	Iteration 6F: 3 clusters Score -2.535913e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -25370890.000000 Penalty: 6047.875000
	Iteration 7F: 3 clusters Score -2.537089e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -25380764.000000 Penalty: 6047.875000
	Iteration 8F: 3 clusters Score -2.538076e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -25385618.000000 Penalty: 6047.875000
	Iteration 9F: 3 clusters Score -2.538562e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -25387574.000000 Penalty: 6047.875000
	Iteration 10Q: 3 clusters Score -2.538757e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -25388856.000000 Penalty: 6047.875000
	Iteration 11Q: 3 clusters Score -2.538886e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -25389948.000000 Penalty: 6047.875000
	Iteration 12Q: 3 clusters Score -2.538995e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -25390996.000000 Penalty: 6047.875000
	Iteration 13Q: 3 clusters Score -2.5391e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -25391696.000000 Penalty: 6047.875000
	Iteration 14Q: 3 clusters Score -2.53917e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6047.875000
	Iteration 15Q: 3 clusters Score -2.539236e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -25392962.000000 Penalty: 6047.875000
	Iteration 16Q: 3 clusters Score -2.539296e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -25393504.000000 Penalty: 6047.875000
	Iteration 17Q: 3 clusters Score -2.53935e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -25393780.000000 Penalty: 6047.875000
	Iteration 18Q: 3 clusters Score -2.539378e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -25394046.000000 Penalty: 6047.875000
	Iteration 19Q: 3 clusters Score -2.539405e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -25394214.000000 Penalty: 6047.875000
	Iteration 20F: 3 clusters Score -2.539421e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -25394462.000000 Penalty: 6047.875000
	Iteration 21Q: 3 clusters Score -2.539446e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -25394646.000000 Penalty: 6047.875000
	Iteration 22Q: 3 clusters Score -2.539465e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -25394638.000000 Penalty: 6047.875000
	Iteration 23Q: 3 clusters Score -2.539464e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -25394692.000000 Penalty: 6047.875000
	Iteration 24Q: 3 clusters Score -2.539469e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -25394734.000000 Penalty: 6047.875000
	Iteration 25Q: 3 clusters Score -2.539473e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -25394838.000000 Penalty: 6047.875000
	Iteration 26Q: 3 clusters Score -2.539484e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -25394920.000000 Penalty: 6047.875000
	Iteration 27Q: 3 clusters Score -2.539492e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -25394892.000000 Penalty: 6047.875000
	Iteration 28Q: 3 clusters Score -2.539489e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -25394956.000000 Penalty: 6047.875000
	Iteration 29Q: 3 clusters Score -2.539496e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -25394930.000000 Penalty: 6047.875000
	Iteration 30Q: 3 clusters Score -2.539493e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -25394984.000000 Penalty: 6047.875000
	Iteration 31Q: 3 clusters Score -2.539498e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -25394996.000000 Penalty: 6047.875000
	Iteration 32Q: 3 clusters Score -2.5395e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -25395026.000000 Penalty: 6047.875000
	Iteration 33Q: 3 clusters Score -2.539503e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -25395050.000000 Penalty: 6047.875000
	Iteration 34Q: 3 clusters Score -2.539505e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -25395080.000000 Penalty: 6047.875000
	Iteration 35Q: 3 clusters Score -2.539508e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -25395090.000000 Penalty: 6047.875000
	Iteration 36Q: 3 clusters Score -2.539509e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -25395096.000000 Penalty: 6047.875000
	Iteration 37Q: 3 clusters Score -2.53951e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -25395136.000000 Penalty: 6047.875000
	Iteration 38Q: 3 clusters Score -2.539514e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -25395140.000000 Penalty: 6047.875000
	Iteration 39Q: 3 clusters Score -2.539514e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -25395080.000000 Penalty: 6047.875000
	Iteration 40F: 3 clusters Score -2.539508e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -25395134.000000 Penalty: 6047.875000
	Iteration 41Q: 3 clusters Score -2.539513e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -25395118.000000 Penalty: 6047.875000
	Iteration 42Q: 3 clusters Score -2.539512e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -25395130.000000 Penalty: 6047.875000
	Iteration 43Q: 3 clusters Score -2.539513e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -25395138.000000 Penalty: 6047.875000
	Iteration 44Q: 3 clusters Score -2.539514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -25395102.000000 Penalty: 6047.875000
	Iteration 45Q: 3 clusters Score -2.53951e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -25395130.000000 Penalty: 6047.875000
	Iteration 46Q: 3 clusters Score -2.539513e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 91330 members 
Entering Unmasked Estep 
Score: -25395144.000000 Penalty: 6047.875000
	Iteration 47Q: 3 clusters Score -2.539514e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -25395190.000000 Penalty: 6047.875000
	Iteration 48Q: 3 clusters Score -2.539519e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -25395164.000000 Penalty: 6047.875000
	Iteration 49Q: 3 clusters Score -2.539516e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -25395180.000000 Penalty: 6047.875000
	Iteration 50Q: 3 clusters Score -2.539518e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -25395234.000000 Penalty: 6047.875000
	Iteration 51Q: 3 clusters Score -2.539523e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -25395184.000000 Penalty: 6047.875000
	Iteration 52Q: 3 clusters Score -2.539518e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -25395182.000000 Penalty: 6047.875000
	Iteration 53Q: 3 clusters Score -2.539518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -25395202.000000 Penalty: 6047.875000
	Iteration 54Q: 3 clusters Score -2.53952e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -25395206.000000 Penalty: 6047.875000
	Iteration 55Q: 3 clusters Score -2.539521e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -25395228.000000 Penalty: 6047.875000
	Iteration 56Q: 3 clusters Score -2.539523e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -25395244.000000 Penalty: 6047.875000
	Iteration 57Q: 3 clusters Score -2.539524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
Score: -25395242.000000 Penalty: 6047.875000
	Iteration 58Q: 3 clusters Score -2.539524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -25395224.000000 Penalty: 6047.875000
	Iteration 59Q: 3 clusters Score -2.539522e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -25395270.000000 Penalty: 6047.875000
	Iteration 60F: 3 clusters Score -2.539527e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -25395268.000000 Penalty: 6047.875000
	Iteration 61Q: 3 clusters Score -2.539527e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -25395256.000000 Penalty: 6047.875000
	Iteration 62Q: 3 clusters Score -2.539526e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -25395258.000000 Penalty: 6047.875000
	Iteration 63Q: 3 clusters Score -2.539526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -25395322.000000 Penalty: 6047.875000
	Iteration 64Q: 3 clusters Score -2.539532e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -25395310.000000 Penalty: 6047.875000
	Iteration 65Q: 3 clusters Score -2.539531e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -25395330.000000 Penalty: 6047.875000
	Iteration 66Q: 3 clusters Score -2.539533e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -25395356.000000 Penalty: 6047.875000
	Iteration 67Q: 3 clusters Score -2.539536e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -25395378.000000 Penalty: 6047.875000
	Iteration 68Q: 3 clusters Score -2.539538e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -25395372.000000 Penalty: 6047.875000
	Iteration 69Q: 3 clusters Score -2.539537e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -25395382.000000 Penalty: 6047.875000
	Iteration 70Q: 3 clusters Score -2.539538e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -25395396.000000 Penalty: 6047.875000
	Iteration 71Q: 3 clusters Score -2.53954e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -25395420.000000 Penalty: 6047.875000
	Iteration 72Q: 3 clusters Score -2.539542e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -25395492.000000 Penalty: 6047.875000
	Iteration 73Q: 3 clusters Score -2.539549e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -25395452.000000 Penalty: 6047.875000
	Iteration 74Q: 3 clusters Score -2.539545e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -25395452.000000 Penalty: 6047.875000
	Iteration 75Q: 3 clusters Score -2.539545e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -25395432.000000 Penalty: 6047.875000
	Iteration 76Q: 3 clusters Score -2.539543e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110646 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -25395400.000000 Penalty: 6047.875000
	Iteration 77Q: 3 clusters Score -2.53954e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25395394.000000 Penalty: 6047.875000
	Iteration 78Q: 3 clusters Score -2.539539e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111096 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -25395352.000000 Penalty: 6047.875000
	Iteration 79Q: 3 clusters Score -2.539535e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -25395312.000000 Penalty: 6047.875000
	Iteration 80F: 3 clusters Score -2.539531e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -25395306.000000 Penalty: 6047.875000
	Iteration 81Q: 3 clusters Score -2.539531e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111808 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -25395372.000000 Penalty: 6047.875000
	Iteration 82Q: 3 clusters Score -2.539537e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -25395446.000000 Penalty: 6047.875000
	Iteration 83Q: 3 clusters Score -2.539545e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -25395434.000000 Penalty: 6047.875000
	Iteration 84Q: 3 clusters Score -2.539543e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112595 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -25395482.000000 Penalty: 6047.875000
	Iteration 85Q: 3 clusters Score -2.539548e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -25395440.000000 Penalty: 6047.875000
	Iteration 86Q: 3 clusters Score -2.539544e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -25395446.000000 Penalty: 6047.875000
	Iteration 87Q: 3 clusters Score -2.539545e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -25395442.000000 Penalty: 6047.875000
	Iteration 88Q: 3 clusters Score -2.539544e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113836 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -25395512.000000 Penalty: 6047.875000
	Iteration 89Q: 3 clusters Score -2.539551e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -25395540.000000 Penalty: 6047.875000
	Iteration 90Q: 3 clusters Score -2.539554e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -25395590.000000 Penalty: 6047.875000
	Iteration 91Q: 3 clusters Score -2.539559e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -25395620.000000 Penalty: 6047.875000
	Iteration 92Q: 3 clusters Score -2.539562e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -25395676.000000 Penalty: 6047.875000
	Iteration 93Q: 3 clusters Score -2.539568e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115611 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -25395726.000000 Penalty: 6047.875000
	Iteration 94Q: 3 clusters Score -2.539573e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -25395714.000000 Penalty: 6047.875000
	Iteration 95Q: 3 clusters Score -2.539571e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -25395696.000000 Penalty: 6047.875000
	Iteration 96Q: 3 clusters Score -2.53957e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -25395666.000000 Penalty: 6047.875000
	Iteration 97Q: 3 clusters Score -2.539567e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -25395738.000000 Penalty: 6047.875000
	Iteration 98Q: 3 clusters Score -2.539574e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -25395764.000000 Penalty: 6047.875000
	Iteration 99Q: 3 clusters Score -2.539576e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -25395826.000000 Penalty: 6047.875000
	Iteration 100F: 3 clusters Score -2.539583e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -25395836.000000 Penalty: 6047.875000
	Iteration 101Q: 3 clusters Score -2.539584e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -25395894.000000 Penalty: 6047.875000
	Iteration 102Q: 3 clusters Score -2.539589e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -25395926.000000 Penalty: 6047.875000
	Iteration 103Q: 3 clusters Score -2.539593e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -25395926.000000 Penalty: 6047.875000
	Iteration 104Q: 3 clusters Score -2.539593e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -25395974.000000 Penalty: 6047.875000
	Iteration 105Q: 3 clusters Score -2.539597e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120536 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -25396024.000000 Penalty: 6047.875000
	Iteration 106Q: 3 clusters Score -2.539602e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -25396062.000000 Penalty: 6047.875000
	Iteration 107Q: 3 clusters Score -2.539606e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -25396086.000000 Penalty: 6047.875000
	Iteration 108Q: 3 clusters Score -2.539609e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -25396126.000000 Penalty: 6047.875000
	Iteration 109Q: 3 clusters Score -2.539613e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -25396228.000000 Penalty: 6047.875000
	Iteration 110Q: 3 clusters Score -2.539623e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123442 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -25396234.000000 Penalty: 6047.875000
	Iteration 111Q: 3 clusters Score -2.539623e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -25396250.000000 Penalty: 6047.875000
	Iteration 112Q: 3 clusters Score -2.539625e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -25396328.000000 Penalty: 6047.875000
	Iteration 113Q: 3 clusters Score -2.539633e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125309 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -25396408.000000 Penalty: 6047.875000
	Iteration 114Q: 3 clusters Score -2.539641e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125935 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -25396468.000000 Penalty: 6047.875000
	Iteration 115Q: 3 clusters Score -2.539647e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -25396538.000000 Penalty: 6047.875000
	Iteration 116Q: 3 clusters Score -2.539654e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127245 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -25396556.000000 Penalty: 6047.875000
	Iteration 117Q: 3 clusters Score -2.539656e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -25396592.000000 Penalty: 6047.875000
	Iteration 118Q: 3 clusters Score -2.539659e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -25396614.000000 Penalty: 6047.875000
	Iteration 119Q: 3 clusters Score -2.539661e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -25396594.000000 Penalty: 6047.875000
	Iteration 120F: 3 clusters Score -2.539659e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -25396588.000000 Penalty: 6047.875000
	Iteration 121Q: 3 clusters Score -2.539659e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -25396594.000000 Penalty: 6047.875000
	Iteration 122Q: 3 clusters Score -2.539659e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -25396574.000000 Penalty: 6047.875000
	Iteration 123Q: 3 clusters Score -2.539657e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -25396692.000000 Penalty: 6047.875000
	Iteration 124Q: 3 clusters Score -2.539669e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132569 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -25396744.000000 Penalty: 6047.875000
	Iteration 125Q: 3 clusters Score -2.539674e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133237 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -25396788.000000 Penalty: 6047.875000
	Iteration 126Q: 3 clusters Score -2.539679e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -25396830.000000 Penalty: 6047.875000
	Iteration 127Q: 3 clusters Score -2.539683e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134666 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -25396992.000000 Penalty: 6047.875000
	Iteration 128Q: 3 clusters Score -2.539699e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -25397068.000000 Penalty: 6047.875000
	Iteration 129Q: 3 clusters Score -2.539707e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -25397138.000000 Penalty: 6047.875000
	Iteration 130Q: 3 clusters Score -2.539714e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -25397248.000000 Penalty: 6047.875000
	Iteration 131Q: 3 clusters Score -2.539725e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -25397276.000000 Penalty: 6047.875000
	Iteration 132Q: 3 clusters Score -2.539728e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138614 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.539732e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139463 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.539745e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.539755e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.539755e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.539767e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -25397812.000000 Penalty: 6047.875000
	Iteration 138Q: 3 clusters Score -2.539781e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -25397880.000000 Penalty: 6047.875000
	Iteration 139Q: 3 clusters Score -2.539788e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.539793e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.539807e+07 nChanged 979
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -25398166.000000 Penalty: 6047.875000
	Iteration 142Q: 3 clusters Score -2.539817e+07 nChanged 1027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.539838e+07 nChanged 1024
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.539847e+07 nChanged 1043
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.539869e+07 nChanged 1121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.539889e+07 nChanged 1195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.539901e+07 nChanged 1303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -25399168.000000 Penalty: 6047.875000
	Iteration 148Q: 3 clusters Score -2.539917e+07 nChanged 1351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.539943e+07 nChanged 1398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.539973e+07 nChanged 1520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.539996e+07 nChanged 1556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159568 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.540027e+07 nChanged 1648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.54007e+07 nChanged 1698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162914 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.54011e+07 nChanged 1712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.540153e+07 nChanged 1748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.540182e+07 nChanged 1820
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.540221e+07 nChanged 2028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.540268e+07 nChanged 2082
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.540317e+07 nChanged 2206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 22951 members 
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Score: -25403474.000000 Penalty: 6047.875000
	Iteration 160F: 3 clusters Score -2.540347e+07 nChanged 2184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.540397e+07 nChanged 2142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178836 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.540444e+07 nChanged 2098
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180934 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.540476e+07 nChanged 2032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.540512e+07 nChanged 1833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 184799 members 
Mstep: Class 2 contains 12662 members 
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	Iteration 165Q: 3 clusters Score -2.540543e+07 nChanged 1669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 10993 members 
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	Iteration 166Q: 3 clusters Score -2.540573e+07 nChanged 1522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 187990 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -25405858.000000 Penalty: 6047.875000
	Iteration 167Q: 3 clusters Score -2.540586e+07 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.540599e+07 nChanged 1066
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -25406152.000000 Penalty: 6047.875000
	Iteration 169Q: 3 clusters Score -2.540615e+07 nChanged 918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -25406206.000000 Penalty: 6047.875000
	Iteration 170Q: 3 clusters Score -2.540621e+07 nChanged 829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -25406240.000000 Penalty: 6047.875000
	Iteration 171Q: 3 clusters Score -2.540624e+07 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25406220.000000 Penalty: 6047.875000
	Iteration 172Q: 3 clusters Score -2.540622e+07 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 193283 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -25406140.000000 Penalty: 6047.875000
	Iteration 173Q: 3 clusters Score -2.540614e+07 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 193734 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -25406154.000000 Penalty: 6047.875000
	Iteration 174Q: 3 clusters Score -2.540615e+07 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194112 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -25406174.000000 Penalty: 6047.875000
	Iteration 175Q: 3 clusters Score -2.540617e+07 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -25406226.000000 Penalty: 6047.875000
	Iteration 176Q: 3 clusters Score -2.540623e+07 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -25406128.000000 Penalty: 6047.875000
	Iteration 177Q: 3 clusters Score -2.540613e+07 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -25406126.000000 Penalty: 6047.875000
	Iteration 178Q: 3 clusters Score -2.540613e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -25406112.000000 Penalty: 6047.875000
	Iteration 179Q: 3 clusters Score -2.540611e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -25406136.000000 Penalty: 6047.875000
	Iteration 180F: 3 clusters Score -2.540614e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -25406116.000000 Penalty: 6047.875000
	Iteration 181Q: 3 clusters Score -2.540612e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.540613e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.540613e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.540612e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.540608e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.540608e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.540606e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.540607e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.540608e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.540612e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.54061e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.540608e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.540606e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.540607e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.540605e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.540606e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.540606e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.540604e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.540602e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2.540602e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.5406e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -25406014.000000 Penalty: 6047.875000
	Iteration 202Q: 3 clusters Score -2.540601e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.540601e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.540602e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.540603e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.540602e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.540601e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1581 members 
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	Iteration 208Q: 3 clusters Score -2.540602e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2.540603e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.540601e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25406034.000000 Penalty: 6047.875000
	Iteration 211Q: 3 clusters Score -2.540603e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -25406024.000000 Penalty: 6047.875000
	Iteration 212Q: 3 clusters Score -2.540602e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.540601e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2.540601e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.540601e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.540603e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -25406026.000000 Penalty: 6047.875000
	Iteration 217Q: 3 clusters Score -2.540603e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -25406016.000000 Penalty: 6047.875000
	Iteration 218Q: 3 clusters Score -2.540602e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.5406e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -25406016.000000 Penalty: 6047.875000
	Iteration 220F: 3 clusters Score -2.540602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195938 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -25406002.000000 Penalty: 6047.875000
	Iteration 221Q: 3 clusters Score -2.5406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195947 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -25406002.000000 Penalty: 6047.875000
	Iteration 222Q: 3 clusters Score -2.5406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -25406014.000000 Penalty: 6047.875000
	Iteration 223Q: 3 clusters Score -2.540601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195957 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25406012.000000 Penalty: 6047.875000
	Iteration 224Q: 3 clusters Score -2.540601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195959 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -25405998.000000 Penalty: 6047.875000
	Iteration 225Q: 3 clusters Score -2.5406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195961 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -25406006.000000 Penalty: 6047.875000
	Iteration 226Q: 3 clusters Score -2.540601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195963 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -25406000.000000 Penalty: 6047.875000
	Iteration 227Q: 3 clusters Score -2.5406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195966 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25406000.000000 Penalty: 6047.875000
	Iteration 228Q: 3 clusters Score -2.5406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195968 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25406024.000000 Penalty: 6047.875000
	Iteration 229Q: 3 clusters Score -2.540602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -25406008.000000 Penalty: 6047.875000
	Iteration 230Q: 3 clusters Score -2.540601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195968 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25406016.000000 Penalty: 6047.875000
	Iteration 231Q: 3 clusters Score -2.540602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25406008.000000 Penalty: 6047.875000
	Iteration 232Q: 3 clusters Score -2.540601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195972 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25405998.000000 Penalty: 6047.875000
	Iteration 233Q: 3 clusters Score -2.5406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195972 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25405998.000000 Penalty: 6047.875000
	Iteration 234F: 3 clusters Score -2.5406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Entering Unmasked Estep 
Score: -6590207.000000 Penalty: 2694.520020
	Iteration 0F: 2 clusters Score -6590207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -6554850.000000 Penalty: 5389.040039
	Iteration 0F: 3 clusters Score -6554850 nChanged 24281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6568346.000000 Penalty: 5389.040039
	Iteration 1F: 3 clusters Score -6568346 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6568844.500000 Penalty: 5389.040039
	Iteration 2Q: 3 clusters Score -6568844 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6569418.500000 Penalty: 5389.040039
	Iteration 3Q: 3 clusters Score -6569418 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -6569848.500000 Penalty: 5389.040039
	Iteration 4Q: 3 clusters Score -6569848 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6570264.000000 Penalty: 5389.040039
	Iteration 5Q: 3 clusters Score -6570264 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6570754.500000 Penalty: 5389.040039
	Iteration 6Q: 3 clusters Score -6570754 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6571384.000000 Penalty: 5389.040039
	Iteration 7Q: 3 clusters Score -6571384 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -6572266.500000 Penalty: 5389.040039
	Iteration 8Q: 3 clusters Score -6572266 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -6573615.000000 Penalty: 5389.040039
	Iteration 9Q: 3 clusters Score -6573615 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6575451.000000 Penalty: 5389.040039
	Iteration 10F: 3 clusters Score -6575451 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -6577834.500000 Penalty: 5389.040039
	Iteration 11F: 3 clusters Score -6577834 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -6580357.000000 Penalty: 5389.040039
	Iteration 12F: 3 clusters Score -6580357 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -6582806.500000 Penalty: 5389.040039
	Iteration 13F: 3 clusters Score -6582806 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6584792.500000 Penalty: 5389.040039
	Iteration 14Q: 3 clusters Score -6584792 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6586255.500000 Penalty: 5389.040039
	Iteration 15Q: 3 clusters Score -6586256 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6587049.500000 Penalty: 5389.040039
	Iteration 16Q: 3 clusters Score -6587050 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6587439.500000 Penalty: 5389.040039
	Iteration 17Q: 3 clusters Score -6587440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6587602.000000 Penalty: 5389.040039
	Iteration 18Q: 3 clusters Score -6587602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6587693.500000 Penalty: 5389.040039
	Iteration 19Q: 3 clusters Score -6587694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6587748.000000 Penalty: 5389.040039
	Iteration 20F: 3 clusters Score -6587748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6587764.500000 Penalty: 5389.040039
	Iteration 21Q: 3 clusters Score -6587764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6587790.500000 Penalty: 5389.040039
	Iteration 22Q: 3 clusters Score -6587790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6587808.500000 Penalty: 5389.040039
	Iteration 23Q: 3 clusters Score -6587808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6587823.000000 Penalty: 5389.040039
	Iteration 24Q: 3 clusters Score -6587823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6587829.500000 Penalty: 5389.040039
	Iteration 25Q: 3 clusters Score -6587830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6587833.500000 Penalty: 5389.040039
	Iteration 26Q: 3 clusters Score -6587834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6587834.000000 Penalty: 5389.040039
	Iteration 27Q: 3 clusters Score -6587834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6587838.500000 Penalty: 5389.040039
	Iteration 28Q: 3 clusters Score -6587838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6587841.000000 Penalty: 5389.040039
	Iteration 29Q: 3 clusters Score -6587841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6587843.000000 Penalty: 5389.040039
	Iteration 30Q: 3 clusters Score -6587843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6587849.000000 Penalty: 5389.040039
	Iteration 31Q: 3 clusters Score -6587849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6587854.500000 Penalty: 5389.040039
	Iteration 32Q: 3 clusters Score -6587854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6587860.000000 Penalty: 5389.040039
	Iteration 33Q: 3 clusters Score -6587860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6587862.500000 Penalty: 5389.040039
	Iteration 34Q: 3 clusters Score -6587862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6587860.500000 Penalty: 5389.040039
	Iteration 35Q: 3 clusters Score -6587860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6587866.000000 Penalty: 5389.040039
	Iteration 36Q: 3 clusters Score -6587866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6587866.000000 Penalty: 5389.040039
	Iteration 37Q: 3 clusters Score -6587866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6587866.000000 Penalty: 5389.040039
	Iteration 38F: 3 clusters Score -6587866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -2052334.125000 Penalty: 2396.914062
	Iteration 0F: 2 clusters Score -2052334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2040863.750000 Penalty: 4793.828125
	Iteration 0F: 3 clusters Score -2040864 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2044558.375000 Penalty: 4793.828125
	Iteration 1F: 3 clusters Score -2044558 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2044909.375000 Penalty: 4793.828125
	Iteration 2F: 3 clusters Score -2044909 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2045231.000000 Penalty: 4793.828125
	Iteration 3Q: 3 clusters Score -2045231 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2045563.875000 Penalty: 4793.828125
	Iteration 4Q: 3 clusters Score -2045564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2045944.625000 Penalty: 4793.828125
	Iteration 5Q: 3 clusters Score -2045945 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2046399.125000 Penalty: 4793.828125
	Iteration 6Q: 3 clusters Score -2046399 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2047013.250000 Penalty: 4793.828125
	Iteration 7F: 3 clusters Score -2047013 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2047701.500000 Penalty: 4793.828125
	Iteration 8F: 3 clusters Score -2047702 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2048406.125000 Penalty: 4793.828125
	Iteration 9F: 3 clusters Score -2048406 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2049149.125000 Penalty: 4793.828125
	Iteration 10F: 3 clusters Score -2049149 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2049752.500000 Penalty: 4793.828125
	Iteration 11Q: 3 clusters Score -2049752 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2050133.250000 Penalty: 4793.828125
	Iteration 12Q: 3 clusters Score -2050133 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2050321.625000 Penalty: 4793.828125
	Iteration 13Q: 3 clusters Score -2050322 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2050413.250000 Penalty: 4793.828125
	Iteration 14Q: 3 clusters Score -2050413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2050461.125000 Penalty: 4793.828125
	Iteration 15Q: 3 clusters Score -2050461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2050503.125000 Penalty: 4793.828125
	Iteration 16Q: 3 clusters Score -2050503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2050530.000000 Penalty: 4793.828125
	Iteration 17Q: 3 clusters Score -2050530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2050548.000000 Penalty: 4793.828125
	Iteration 18Q: 3 clusters Score -2050548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2050561.750000 Penalty: 4793.828125
	Iteration 19Q: 3 clusters Score -2050562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2050567.875000 Penalty: 4793.828125
	Iteration 20F: 3 clusters Score -2050568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2050578.250000 Penalty: 4793.828125
	Iteration 21Q: 3 clusters Score -2050578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2050579.750000 Penalty: 4793.828125
	Iteration 22Q: 3 clusters Score -2050580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2050580.000000 Penalty: 4793.828125
	Iteration 23Q: 3 clusters Score -2050580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2050581.250000 Penalty: 4793.828125
	Iteration 24Q: 3 clusters Score -2050581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2050581.500000 Penalty: 4793.828125
	Iteration 25Q: 3 clusters Score -2050582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2050582.250000 Penalty: 4793.828125
	Iteration 26Q: 3 clusters Score -2050582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2050584.500000 Penalty: 4793.828125
	Iteration 27Q: 3 clusters Score -2050584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2050588.875000 Penalty: 4793.828125
	Iteration 28Q: 3 clusters Score -2050589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2050587.000000 Penalty: 4793.828125
	Iteration 29Q: 3 clusters Score -2050587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2050588.250000 Penalty: 4793.828125
	Iteration 30Q: 3 clusters Score -2050588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2050587.375000 Penalty: 4793.828125
	Iteration 31Q: 3 clusters Score -2050587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2050585.375000 Penalty: 4793.828125
	Iteration 32Q: 3 clusters Score -2050585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2050583.625000 Penalty: 4793.828125
	Iteration 33Q: 3 clusters Score -2050584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2050583.875000 Penalty: 4793.828125
	Iteration 34Q: 3 clusters Score -2050584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2050587.500000 Penalty: 4793.828125
	Iteration 35Q: 3 clusters Score -2050588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2050589.875000 Penalty: 4793.828125
	Iteration 36Q: 3 clusters Score -2050590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2050587.875000 Penalty: 4793.828125
	Iteration 37Q: 3 clusters Score -2050588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2050590.875000 Penalty: 4793.828125
	Iteration 38Q: 3 clusters Score -2050591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2050589.875000 Penalty: 4793.828125
	Iteration 39Q: 3 clusters Score -2050590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2050593.875000 Penalty: 4793.828125
	Iteration 40F: 3 clusters Score -2050594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2050593.000000 Penalty: 4793.828125
	Iteration 41Q: 3 clusters Score -2050593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2050593.000000 Penalty: 4793.828125
	Iteration 42F: 3 clusters Score -2050593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Entering Unmasked Estep 
Score: -1962787.250000 Penalty: 2398.889404
	Iteration 0F: 2 clusters Score -1962787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1951325.000000 Penalty: 4797.778809
	Iteration 0F: 3 clusters Score -1951325 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1955042.750000 Penalty: 4797.778809
	Iteration 1F: 3 clusters Score -1955043 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1955346.750000 Penalty: 4797.778809
	Iteration 2F: 3 clusters Score -1955347 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1955600.625000 Penalty: 4797.778809
	Iteration 3Q: 3 clusters Score -1955601 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1955878.875000 Penalty: 4797.778809
	Iteration 4Q: 3 clusters Score -1955879 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1956240.125000 Penalty: 4797.778809
	Iteration 5Q: 3 clusters Score -1956240 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1956672.000000 Penalty: 4797.778809
	Iteration 6Q: 3 clusters Score -1956672 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1957157.125000 Penalty: 4797.778809
	Iteration 7Q: 3 clusters Score -1957157 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1957646.500000 Penalty: 4797.778809
	Iteration 8Q: 3 clusters Score -1957646 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1958066.375000 Penalty: 4797.778809
	Iteration 9Q: 3 clusters Score -1958066 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1958431.500000 Penalty: 4797.778809
	Iteration 10Q: 3 clusters Score -1958432 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1958772.750000 Penalty: 4797.778809
	Iteration 11Q: 3 clusters Score -1958773 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1959093.875000 Penalty: 4797.778809
	Iteration 12Q: 3 clusters Score -1959094 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1959391.500000 Penalty: 4797.778809
	Iteration 13Q: 3 clusters Score -1959392 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1959717.625000 Penalty: 4797.778809
	Iteration 14Q: 3 clusters Score -1959718 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1960010.000000 Penalty: 4797.778809
	Iteration 15Q: 3 clusters Score -1960010 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1960270.500000 Penalty: 4797.778809
	Iteration 16Q: 3 clusters Score -1960270 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1960486.000000 Penalty: 4797.778809
	Iteration 17Q: 3 clusters Score -1960486 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1960653.875000 Penalty: 4797.778809
	Iteration 18Q: 3 clusters Score -1960654 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1960816.250000 Penalty: 4797.778809
	Iteration 19Q: 3 clusters Score -1960816 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1960957.375000 Penalty: 4797.778809
	Iteration 20F: 3 clusters Score -1960957 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1961129.625000 Penalty: 4797.778809
	Iteration 21Q: 3 clusters Score -1961130 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1961287.875000 Penalty: 4797.778809
	Iteration 22Q: 3 clusters Score -1961288 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1961424.125000 Penalty: 4797.778809
	Iteration 23Q: 3 clusters Score -1961424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1961527.250000 Penalty: 4797.778809
	Iteration 24Q: 3 clusters Score -1961527 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1961609.625000 Penalty: 4797.778809
	Iteration 25Q: 3 clusters Score -1961610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1961666.500000 Penalty: 4797.778809
	Iteration 26Q: 3 clusters Score -1961666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1961711.750000 Penalty: 4797.778809
	Iteration 27Q: 3 clusters Score -1961712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1961746.375000 Penalty: 4797.778809
	Iteration 28Q: 3 clusters Score -1961746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1961786.125000 Penalty: 4797.778809
	Iteration 29Q: 3 clusters Score -1961786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1961809.125000 Penalty: 4797.778809
	Iteration 30Q: 3 clusters Score -1961809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1961837.625000 Penalty: 4797.778809
	Iteration 31Q: 3 clusters Score -1961838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1961852.625000 Penalty: 4797.778809
	Iteration 32Q: 3 clusters Score -1961853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1961865.375000 Penalty: 4797.778809
	Iteration 33Q: 3 clusters Score -1961865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1961872.625000 Penalty: 4797.778809
	Iteration 34Q: 3 clusters Score -1961873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1961877.250000 Penalty: 4797.778809
	Iteration 35Q: 3 clusters Score -1961877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1961884.875000 Penalty: 4797.778809
	Iteration 36Q: 3 clusters Score -1961885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1961886.250000 Penalty: 4797.778809
	Iteration 37Q: 3 clusters Score -1961886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1961886.875000 Penalty: 4797.778809
	Iteration 38Q: 3 clusters Score -1961887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1961889.875000 Penalty: 4797.778809
	Iteration 39Q: 3 clusters Score -1961890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1961893.375000 Penalty: 4797.778809
	Iteration 40F: 3 clusters Score -1961893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1961895.500000 Penalty: 4797.778809
	Iteration 41Q: 3 clusters Score -1961896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1961899.500000 Penalty: 4797.778809
	Iteration 42Q: 3 clusters Score -1961900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1961900.875000 Penalty: 4797.778809
	Iteration 43Q: 3 clusters Score -1961901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1961903.000000 Penalty: 4797.778809
	Iteration 44Q: 3 clusters Score -1961903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1961908.750000 Penalty: 4797.778809
	Iteration 45Q: 3 clusters Score -1961909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1961910.250000 Penalty: 4797.778809
	Iteration 46Q: 3 clusters Score -1961910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1961905.875000 Penalty: 4797.778809
	Iteration 47Q: 3 clusters Score -1961906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1961907.750000 Penalty: 4797.778809
	Iteration 48Q: 3 clusters Score -1961908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1961906.875000 Penalty: 4797.778809
	Iteration 49Q: 3 clusters Score -1961907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1961909.875000 Penalty: 4797.778809
	Iteration 50Q: 3 clusters Score -1961910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1961909.125000 Penalty: 4797.778809
	Iteration 51Q: 3 clusters Score -1961909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1961909.875000 Penalty: 4797.778809
	Iteration 52Q: 3 clusters Score -1961910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1961908.750000 Penalty: 4797.778809
	Iteration 53Q: 3 clusters Score -1961909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1961908.750000 Penalty: 4797.778809
	Iteration 54F: 3 clusters Score -1961909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Entering Unmasked Estep 
Score: -22767400.000000 Penalty: 2994.955078
	Iteration 0F: 2 clusters Score -2.27674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -22652986.000000 Penalty: 5989.910156
	Iteration 0F: 3 clusters Score -2.265299e+07 nChanged 84398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -22702110.000000 Penalty: 5989.910156
	Iteration 1F: 3 clusters Score -2.270211e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -22703314.000000 Penalty: 5989.910156
	Iteration 2Q: 3 clusters Score -2.270331e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -22704514.000000 Penalty: 5989.910156
	Iteration 3Q: 3 clusters Score -2.270451e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -22706104.000000 Penalty: 5989.910156
	Iteration 4Q: 3 clusters Score -2.27061e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -22707976.000000 Penalty: 5989.910156
	Iteration 5Q: 3 clusters Score -2.270798e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -22710880.000000 Penalty: 5989.910156
	Iteration 6Q: 3 clusters Score -2.271088e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -22714766.000000 Penalty: 5989.910156
	Iteration 7Q: 3 clusters Score -2.271477e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -22720596.000000 Penalty: 5989.910156
	Iteration 8F: 3 clusters Score -2.27206e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -22727996.000000 Penalty: 5989.910156
	Iteration 9F: 3 clusters Score -2.2728e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -22735878.000000 Penalty: 5989.910156
	Iteration 10F: 3 clusters Score -2.273588e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -22742070.000000 Penalty: 5989.910156
	Iteration 11F: 3 clusters Score -2.274207e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -22745150.000000 Penalty: 5989.910156
	Iteration 12Q: 3 clusters Score -2.274515e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -22746560.000000 Penalty: 5989.910156
	Iteration 13Q: 3 clusters Score -2.274656e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 132917 members 
Entering Unmasked Estep 
Score: -22747564.000000 Penalty: 5989.910156
	Iteration 14Q: 3 clusters Score -2.274756e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -22748722.000000 Penalty: 5989.910156
	Iteration 15Q: 3 clusters Score -2.274872e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -22749818.000000 Penalty: 5989.910156
	Iteration 16Q: 3 clusters Score -2.274982e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -22750780.000000 Penalty: 5989.910156
	Iteration 17Q: 3 clusters Score -2.275078e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 143670 members 
Entering Unmasked Estep 
Score: -22751812.000000 Penalty: 5989.910156
	Iteration 18Q: 3 clusters Score -2.275181e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -22752960.000000 Penalty: 5989.910156
	Iteration 19Q: 3 clusters Score -2.275296e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -22754170.000000 Penalty: 5989.910156
	Iteration 20F: 3 clusters Score -2.275417e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 151801 members 
Entering Unmasked Estep 
Score: -22755308.000000 Penalty: 5989.910156
	Iteration 21Q: 3 clusters Score -2.275531e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 154448 members 
Entering Unmasked Estep 
Score: -22756614.000000 Penalty: 5989.910156
	Iteration 22Q: 3 clusters Score -2.275661e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -22757600.000000 Penalty: 5989.910156
	Iteration 23Q: 3 clusters Score -2.27576e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -22758766.000000 Penalty: 5989.910156
	Iteration 24Q: 3 clusters Score -2.275877e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 161854 members 
Entering Unmasked Estep 
Score: -22759918.000000 Penalty: 5989.910156
	Iteration 25Q: 3 clusters Score -2.275992e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 164001 members 
Entering Unmasked Estep 
Score: -22760984.000000 Penalty: 5989.910156
	Iteration 26Q: 3 clusters Score -2.276098e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -22761736.000000 Penalty: 5989.910156
	Iteration 27Q: 3 clusters Score -2.276174e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -22762462.000000 Penalty: 5989.910156
	Iteration 28Q: 3 clusters Score -2.276246e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 169169 members 
Entering Unmasked Estep 
Score: -22763002.000000 Penalty: 5989.910156
	Iteration 29Q: 3 clusters Score -2.2763e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 170392 members 
Entering Unmasked Estep 
Score: -22763528.000000 Penalty: 5989.910156
	Iteration 30Q: 3 clusters Score -2.276353e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -22763750.000000 Penalty: 5989.910156
	Iteration 31Q: 3 clusters Score -2.276375e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -22764068.000000 Penalty: 5989.910156
	Iteration 32Q: 3 clusters Score -2.276407e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -22764312.000000 Penalty: 5989.910156
	Iteration 33Q: 3 clusters Score -2.276431e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -22764426.000000 Penalty: 5989.910156
	Iteration 34Q: 3 clusters Score -2.276443e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 173853 members 
Entering Unmasked Estep 
Score: -22764566.000000 Penalty: 5989.910156
	Iteration 35Q: 3 clusters Score -2.276457e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -22764608.000000 Penalty: 5989.910156
	Iteration 36Q: 3 clusters Score -2.276461e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -22764734.000000 Penalty: 5989.910156
	Iteration 37Q: 3 clusters Score -2.276473e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -22764816.000000 Penalty: 5989.910156
	Iteration 38Q: 3 clusters Score -2.276482e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -22764850.000000 Penalty: 5989.910156
	Iteration 39Q: 3 clusters Score -2.276485e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 174676 members 
Entering Unmasked Estep 
Score: -22764874.000000 Penalty: 5989.910156
	Iteration 40F: 3 clusters Score -2.276487e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -22764856.000000 Penalty: 5989.910156
	Iteration 41Q: 3 clusters Score -2.276486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -22764912.000000 Penalty: 5989.910156
	Iteration 42Q: 3 clusters Score -2.276491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -22764884.000000 Penalty: 5989.910156
	Iteration 43Q: 3 clusters Score -2.276488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -22764886.000000 Penalty: 5989.910156
	Iteration 44Q: 3 clusters Score -2.276489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -22764900.000000 Penalty: 5989.910156
	Iteration 45Q: 3 clusters Score -2.27649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 174870 members 
Entering Unmasked Estep 
Score: -22764904.000000 Penalty: 5989.910156
	Iteration 46Q: 3 clusters Score -2.27649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 174888 members 
Entering Unmasked Estep 
Score: -22764916.000000 Penalty: 5989.910156
	Iteration 47Q: 3 clusters Score -2.276492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -22764928.000000 Penalty: 5989.910156
	Iteration 48Q: 3 clusters Score -2.276493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -22764946.000000 Penalty: 5989.910156
	Iteration 49Q: 3 clusters Score -2.276495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 174926 members 
Entering Unmasked Estep 
Score: -22764956.000000 Penalty: 5989.910156
	Iteration 50Q: 3 clusters Score -2.276496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 174937 members 
Entering Unmasked Estep 
Score: -22764986.000000 Penalty: 5989.910156
	Iteration 51Q: 3 clusters Score -2.276499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -22764974.000000 Penalty: 5989.910156
	Iteration 52Q: 3 clusters Score -2.276497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -22764982.000000 Penalty: 5989.910156
	Iteration 53Q: 3 clusters Score -2.276498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -22764974.000000 Penalty: 5989.910156
	Iteration 54Q: 3 clusters Score -2.276497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -22764982.000000 Penalty: 5989.910156
	Iteration 55Q: 3 clusters Score -2.276498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -22764976.000000 Penalty: 5989.910156
	Iteration 56Q: 3 clusters Score -2.276498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -22764976.000000 Penalty: 5989.910156
	Iteration 57Q: 3 clusters Score -2.276498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -22764974.000000 Penalty: 5989.910156
	Iteration 58Q: 3 clusters Score -2.276497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -22764968.000000 Penalty: 5989.910156
	Iteration 59Q: 3 clusters Score -2.276497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -22764968.000000 Penalty: 5989.910156
	Iteration 60F: 3 clusters Score -2.276497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Entering Unmasked Estep 
Score: -5351264.500000 Penalty: 2635.326172
	Iteration 0F: 2 clusters Score -5351264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5323294.000000 Penalty: 5270.652344
	Iteration 0F: 3 clusters Score -5323294 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5333806.500000 Penalty: 5270.652344
	Iteration 1F: 3 clusters Score -5333806 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5334320.500000 Penalty: 5270.652344
	Iteration 2Q: 3 clusters Score -5334320 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5334767.500000 Penalty: 5270.652344
	Iteration 3Q: 3 clusters Score -5334768 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5335160.500000 Penalty: 5270.652344
	Iteration 4Q: 3 clusters Score -5335160 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5335484.000000 Penalty: 5270.652344
	Iteration 5Q: 3 clusters Score -5335484 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5335801.000000 Penalty: 5270.652344
	Iteration 6Q: 3 clusters Score -5335801 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5336192.500000 Penalty: 5270.652344
	Iteration 7Q: 3 clusters Score -5336192 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5336647.500000 Penalty: 5270.652344
	Iteration 8Q: 3 clusters Score -5336648 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5337301.500000 Penalty: 5270.652344
	Iteration 9Q: 3 clusters Score -5337302 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5338313.000000 Penalty: 5270.652344
	Iteration 10Q: 3 clusters Score -5338313 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5339769.000000 Penalty: 5270.652344
	Iteration 11F: 3 clusters Score -5339769 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -5341582.500000 Penalty: 5270.652344
	Iteration 12F: 3 clusters Score -5341582 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5343557.500000 Penalty: 5270.652344
	Iteration 13F: 3 clusters Score -5343558 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5345372.500000 Penalty: 5270.652344
	Iteration 14F: 3 clusters Score -5345372 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5346667.000000 Penalty: 5270.652344
	Iteration 15Q: 3 clusters Score -5346667 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5347530.500000 Penalty: 5270.652344
	Iteration 16Q: 3 clusters Score -5347530 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5348064.500000 Penalty: 5270.652344
	Iteration 17Q: 3 clusters Score -5348064 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5348355.000000 Penalty: 5270.652344
	Iteration 18Q: 3 clusters Score -5348355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5348520.000000 Penalty: 5270.652344
	Iteration 19Q: 3 clusters Score -5348520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5348645.000000 Penalty: 5270.652344
	Iteration 20F: 3 clusters Score -5348645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5348716.500000 Penalty: 5270.652344
	Iteration 21Q: 3 clusters Score -5348716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5348762.500000 Penalty: 5270.652344
	Iteration 22Q: 3 clusters Score -5348762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5348801.500000 Penalty: 5270.652344
	Iteration 23Q: 3 clusters Score -5348802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5348829.000000 Penalty: 5270.652344
	Iteration 24Q: 3 clusters Score -5348829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5348845.000000 Penalty: 5270.652344
	Iteration 25Q: 3 clusters Score -5348845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5348864.500000 Penalty: 5270.652344
	Iteration 26Q: 3 clusters Score -5348864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5348883.000000 Penalty: 5270.652344
	Iteration 27Q: 3 clusters Score -5348883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5348899.500000 Penalty: 5270.652344
	Iteration 28Q: 3 clusters Score -5348900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5270.652344
	Iteration 29Q: 3 clusters Score -5348910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5348921.000000 Penalty: 5270.652344
	Iteration 30Q: 3 clusters Score -5348921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5348925.000000 Penalty: 5270.652344
	Iteration 31Q: 3 clusters Score -5348925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5348930.500000 Penalty: 5270.652344
	Iteration 32Q: 3 clusters Score -5348930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5348934.000000 Penalty: 5270.652344
	Iteration 33Q: 3 clusters Score -5348934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5348937.500000 Penalty: 5270.652344
	Iteration 34Q: 3 clusters Score -5348938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5348936.500000 Penalty: 5270.652344
	Iteration 35Q: 3 clusters Score -5348936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5348937.000000 Penalty: 5270.652344
	Iteration 36Q: 3 clusters Score -5348937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5348941.500000 Penalty: 5270.652344
	Iteration 37Q: 3 clusters Score -5348942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5348946.000000 Penalty: 5270.652344
	Iteration 38Q: 3 clusters Score -5348946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5348958.000000 Penalty: 5270.652344
	Iteration 39Q: 3 clusters Score -5348958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5348955.500000 Penalty: 5270.652344
	Iteration 40F: 3 clusters Score -5348956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5348956.000000 Penalty: 5270.652344
	Iteration 41Q: 3 clusters Score -5348956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5348958.500000 Penalty: 5270.652344
	Iteration 42Q: 3 clusters Score -5348958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5348958.500000 Penalty: 5270.652344
	Iteration 43F: 3 clusters Score -5348958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Entering Unmasked Estep 
Score: -6784189.000000 Penalty: 2693.041260
	Iteration 0F: 2 clusters Score -6784189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6749275.000000 Penalty: 5386.082520
	Iteration 0F: 3 clusters Score -6749275 nChanged 24015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6762554.500000 Penalty: 5386.082520
	Iteration 1F: 3 clusters Score -6762554 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -6763186.500000 Penalty: 5386.082520
	Iteration 2Q: 3 clusters Score -6763186 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -6763900.500000 Penalty: 5386.082520
	Iteration 3Q: 3 clusters Score -6763900 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -6764865.500000 Penalty: 5386.082520
	Iteration 4Q: 3 clusters Score -6764866 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -6766260.500000 Penalty: 5386.082520
	Iteration 5F: 3 clusters Score -6766260 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -6768285.500000 Penalty: 5386.082520
	Iteration 6F: 3 clusters Score -6768286 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -6771127.500000 Penalty: 5386.082520
	Iteration 7F: 3 clusters Score -6771128 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -6774400.500000 Penalty: 5386.082520
	Iteration 8F: 3 clusters Score -6774400 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6777188.000000 Penalty: 5386.082520
	Iteration 9F: 3 clusters Score -6777188 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6778864.500000 Penalty: 5386.082520
	Iteration 10Q: 3 clusters Score -6778864 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -6779652.500000 Penalty: 5386.082520
	Iteration 11Q: 3 clusters Score -6779652 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -6780007.500000 Penalty: 5386.082520
	Iteration 12Q: 3 clusters Score -6780008 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6780235.500000 Penalty: 5386.082520
	Iteration 13Q: 3 clusters Score -6780236 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6780460.500000 Penalty: 5386.082520
	Iteration 14Q: 3 clusters Score -6780460 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -6780632.500000 Penalty: 5386.082520
	Iteration 15Q: 3 clusters Score -6780632 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -6780832.500000 Penalty: 5386.082520
	Iteration 16Q: 3 clusters Score -6780832 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -6780974.500000 Penalty: 5386.082520
	Iteration 17Q: 3 clusters Score -6780974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -6781104.500000 Penalty: 5386.082520
	Iteration 18Q: 3 clusters Score -6781104 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6781232.000000 Penalty: 5386.082520
	Iteration 19Q: 3 clusters Score -6781232 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6781355.500000 Penalty: 5386.082520
	Iteration 20F: 3 clusters Score -6781356 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6781428.000000 Penalty: 5386.082520
	Iteration 21Q: 3 clusters Score -6781428 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6781506.500000 Penalty: 5386.082520
	Iteration 22Q: 3 clusters Score -6781506 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6781577.500000 Penalty: 5386.082520
	Iteration 23Q: 3 clusters Score -6781578 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6781660.000000 Penalty: 5386.082520
	Iteration 24Q: 3 clusters Score -6781660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6781730.500000 Penalty: 5386.082520
	Iteration 25Q: 3 clusters Score -6781730 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6781771.000000 Penalty: 5386.082520
	Iteration 26Q: 3 clusters Score -6781771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6781847.000000 Penalty: 5386.082520
	Iteration 27Q: 3 clusters Score -6781847 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6781893.000000 Penalty: 5386.082520
	Iteration 28Q: 3 clusters Score -6781893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6781941.500000 Penalty: 5386.082520
	Iteration 29Q: 3 clusters Score -6781942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6781985.500000 Penalty: 5386.082520
	Iteration 30Q: 3 clusters Score -6781986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6782021.500000 Penalty: 5386.082520
	Iteration 31Q: 3 clusters Score -6782022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6782053.000000 Penalty: 5386.082520
	Iteration 32Q: 3 clusters Score -6782053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6782087.000000 Penalty: 5386.082520
	Iteration 33Q: 3 clusters Score -6782087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6782102.000000 Penalty: 5386.082520
	Iteration 34Q: 3 clusters Score -6782102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6782100.000000 Penalty: 5386.082520
	Iteration 35Q: 3 clusters Score -6782100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6782121.500000 Penalty: 5386.082520
	Iteration 36Q: 3 clusters Score -6782122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6782139.000000 Penalty: 5386.082520
	Iteration 37Q: 3 clusters Score -6782139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6782146.500000 Penalty: 5386.082520
	Iteration 38Q: 3 clusters Score -6782146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6782169.500000 Penalty: 5386.082520
	Iteration 39Q: 3 clusters Score -6782170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6782171.000000 Penalty: 5386.082520
	Iteration 40F: 3 clusters Score -6782171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6782190.500000 Penalty: 5386.082520
	Iteration 41Q: 3 clusters Score -6782190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6782173.000000 Penalty: 5386.082520
	Iteration 42Q: 3 clusters Score -6782173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6782173.500000 Penalty: 5386.082520
	Iteration 43Q: 3 clusters Score -6782174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6782193.000000 Penalty: 5386.082520
	Iteration 44Q: 3 clusters Score -6782193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6782198.000000 Penalty: 5386.082520
	Iteration 45Q: 3 clusters Score -6782198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6782211.500000 Penalty: 5386.082520
	Iteration 46Q: 3 clusters Score -6782212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6782215.000000 Penalty: 5386.082520
	Iteration 47Q: 3 clusters Score -6782215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6782220.000000 Penalty: 5386.082520
	Iteration 48Q: 3 clusters Score -6782220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6782225.500000 Penalty: 5386.082520
	Iteration 49Q: 3 clusters Score -6782226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6782222.500000 Penalty: 5386.082520
	Iteration 50Q: 3 clusters Score -6782222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6782221.000000 Penalty: 5386.082520
	Iteration 51Q: 3 clusters Score -6782221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6782220.000000 Penalty: 5386.082520
	Iteration 52Q: 3 clusters Score -6782220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6782207.000000 Penalty: 5386.082520
	Iteration 53Q: 3 clusters Score -6782207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6782206.000000 Penalty: 5386.082520
	Iteration 54Q: 3 clusters Score -6782206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6782217.000000 Penalty: 5386.082520
	Iteration 55Q: 3 clusters Score -6782217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6782218.500000 Penalty: 5386.082520
	Iteration 56Q: 3 clusters Score -6782218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6782218.500000 Penalty: 5386.082520
	Iteration 57Q: 3 clusters Score -6782218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6782223.500000 Penalty: 5386.082520
	Iteration 58Q: 3 clusters Score -6782224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6782222.500000 Penalty: 5386.082520
	Iteration 59Q: 3 clusters Score -6782222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6782224.500000 Penalty: 5386.082520
	Iteration 60F: 3 clusters Score -6782224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6782234.000000 Penalty: 5386.082520
	Iteration 61Q: 3 clusters Score -6782234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6782234.500000 Penalty: 5386.082520
	Iteration 62Q: 3 clusters Score -6782234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6782232.000000 Penalty: 5386.082520
	Iteration 63Q: 3 clusters Score -6782232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6782235.500000 Penalty: 5386.082520
	Iteration 64Q: 3 clusters Score -6782236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6782236.500000 Penalty: 5386.082520
	Iteration 65Q: 3 clusters Score -6782236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6782243.000000 Penalty: 5386.082520
	Iteration 66Q: 3 clusters Score -6782243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6782239.000000 Penalty: 5386.082520
	Iteration 67Q: 3 clusters Score -6782239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6782239.000000 Penalty: 5386.082520
	Iteration 68F: 3 clusters Score -6782239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Entering Unmasked Estep 
Score: -4308314.000000 Penalty: 2580.767822
	Iteration 0F: 2 clusters Score -4308314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4285627.500000 Penalty: 5161.535645
	Iteration 0F: 3 clusters Score -4285628 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -4293769.000000 Penalty: 5161.535645
	Iteration 1F: 3 clusters Score -4293769 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4294327.500000 Penalty: 5161.535645
	Iteration 2Q: 3 clusters Score -4294328 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4294936.000000 Penalty: 5161.535645
	Iteration 3Q: 3 clusters Score -4294936 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4295659.500000 Penalty: 5161.535645
	Iteration 4Q: 3 clusters Score -4295660 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4296788.000000 Penalty: 5161.535645
	Iteration 5F: 3 clusters Score -4296788 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4298337.000000 Penalty: 5161.535645
	Iteration 6F: 3 clusters Score -4298337 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4300412.500000 Penalty: 5161.535645
	Iteration 7F: 3 clusters Score -4300412 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4302674.000000 Penalty: 5161.535645
	Iteration 8F: 3 clusters Score -4302674 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4304333.000000 Penalty: 5161.535645
	Iteration 9F: 3 clusters Score -4304333 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -4305171.000000 Penalty: 5161.535645
	Iteration 10Q: 3 clusters Score -4305171 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4305527.500000 Penalty: 5161.535645
	Iteration 11Q: 3 clusters Score -4305528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4305668.500000 Penalty: 5161.535645
	Iteration 12Q: 3 clusters Score -4305668 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4305761.500000 Penalty: 5161.535645
	Iteration 13Q: 3 clusters Score -4305762 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4305827.000000 Penalty: 5161.535645
	Iteration 14Q: 3 clusters Score -4305827 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4305898.500000 Penalty: 5161.535645
	Iteration 15Q: 3 clusters Score -4305898 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4305959.500000 Penalty: 5161.535645
	Iteration 16Q: 3 clusters Score -4305960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4306013.000000 Penalty: 5161.535645
	Iteration 17Q: 3 clusters Score -4306013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4306055.000000 Penalty: 5161.535645
	Iteration 18Q: 3 clusters Score -4306055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4306085.000000 Penalty: 5161.535645
	Iteration 19Q: 3 clusters Score -4306085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4306094.000000 Penalty: 5161.535645
	Iteration 20F: 3 clusters Score -4306094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4306127.000000 Penalty: 5161.535645
	Iteration 21Q: 3 clusters Score -4306127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4306163.000000 Penalty: 5161.535645
	Iteration 22Q: 3 clusters Score -4306163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4306155.000000 Penalty: 5161.535645
	Iteration 23Q: 3 clusters Score -4306155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4306170.500000 Penalty: 5161.535645
	Iteration 24Q: 3 clusters Score -4306170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4306189.500000 Penalty: 5161.535645
	Iteration 25Q: 3 clusters Score -4306190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4306211.000000 Penalty: 5161.535645
	Iteration 26Q: 3 clusters Score -4306211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4306208.000000 Penalty: 5161.535645
	Iteration 27Q: 3 clusters Score -4306208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4306211.500000 Penalty: 5161.535645
	Iteration 28Q: 3 clusters Score -4306212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4306215.500000 Penalty: 5161.535645
	Iteration 29Q: 3 clusters Score -4306216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4306230.500000 Penalty: 5161.535645
	Iteration 30Q: 3 clusters Score -4306230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4306235.000000 Penalty: 5161.535645
	Iteration 31Q: 3 clusters Score -4306235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4306244.000000 Penalty: 5161.535645
	Iteration 32Q: 3 clusters Score -4306244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4306245.500000 Penalty: 5161.535645
	Iteration 33Q: 3 clusters Score -4306246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4306249.500000 Penalty: 5161.535645
	Iteration 34Q: 3 clusters Score -4306250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4306267.500000 Penalty: 5161.535645
	Iteration 35Q: 3 clusters Score -4306268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4306274.500000 Penalty: 5161.535645
	Iteration 36Q: 3 clusters Score -4306274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4306271.000000 Penalty: 5161.535645
	Iteration 37Q: 3 clusters Score -4306271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4306271.000000 Penalty: 5161.535645
	Iteration 38Q: 3 clusters Score -4306271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4306276.000000 Penalty: 5161.535645
	Iteration 39Q: 3 clusters Score -4306276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4306284.000000 Penalty: 5161.535645
	Iteration 40F: 3 clusters Score -4306284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4306290.000000 Penalty: 5161.535645
	Iteration 41Q: 3 clusters Score -4306290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4306289.500000 Penalty: 5161.535645
	Iteration 42Q: 3 clusters Score -4306290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4306294.500000 Penalty: 5161.535645
	Iteration 43Q: 3 clusters Score -4306294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4306296.500000 Penalty: 5161.535645
	Iteration 44Q: 3 clusters Score -4306296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4306298.000000 Penalty: 5161.535645
	Iteration 45Q: 3 clusters Score -4306298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4306306.500000 Penalty: 5161.535645
	Iteration 46Q: 3 clusters Score -4306306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4306311.500000 Penalty: 5161.535645
	Iteration 47Q: 3 clusters Score -4306312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4306316.000000 Penalty: 5161.535645
	Iteration 48Q: 3 clusters Score -4306316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4306314.000000 Penalty: 5161.535645
	Iteration 49Q: 3 clusters Score -4306314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4306325.000000 Penalty: 5161.535645
	Iteration 50Q: 3 clusters Score -4306325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4306331.000000 Penalty: 5161.535645
	Iteration 51Q: 3 clusters Score -4306331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4306324.500000 Penalty: 5161.535645
	Iteration 52Q: 3 clusters Score -4306324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4306329.500000 Penalty: 5161.535645
	Iteration 53Q: 3 clusters Score -4306330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4306334.500000 Penalty: 5161.535645
	Iteration 54Q: 3 clusters Score -4306334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4306334.500000 Penalty: 5161.535645
	Iteration 55Q: 3 clusters Score -4306334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4306334.000000 Penalty: 5161.535645
	Iteration 56Q: 3 clusters Score -4306334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4306331.500000 Penalty: 5161.535645
	Iteration 57Q: 3 clusters Score -4306332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4306342.500000 Penalty: 5161.535645
	Iteration 58Q: 3 clusters Score -4306342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4306348.000000 Penalty: 5161.535645
	Iteration 59Q: 3 clusters Score -4306348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4306352.000000 Penalty: 5161.535645
	Iteration 60F: 3 clusters Score -4306352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4306356.500000 Penalty: 5161.535645
	Iteration 61Q: 3 clusters Score -4306356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4306360.000000 Penalty: 5161.535645
	Iteration 62Q: 3 clusters Score -4306360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4306366.500000 Penalty: 5161.535645
	Iteration 63Q: 3 clusters Score -4306366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4306360.500000 Penalty: 5161.535645
	Iteration 64Q: 3 clusters Score -4306360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4306366.500000 Penalty: 5161.535645
	Iteration 65Q: 3 clusters Score -4306366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4306368.000000 Penalty: 5161.535645
	Iteration 66Q: 3 clusters Score -4306368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4306374.000000 Penalty: 5161.535645
	Iteration 67Q: 3 clusters Score -4306374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4306375.500000 Penalty: 5161.535645
	Iteration 68Q: 3 clusters Score -4306376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4306373.500000 Penalty: 5161.535645
	Iteration 69Q: 3 clusters Score -4306374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4306379.500000 Penalty: 5161.535645
	Iteration 70Q: 3 clusters Score -4306380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4306387.500000 Penalty: 5161.535645
	Iteration 71Q: 3 clusters Score -4306388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4306382.500000 Penalty: 5161.535645
	Iteration 72Q: 3 clusters Score -4306382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4306382.500000 Penalty: 5161.535645
	Iteration 73Q: 3 clusters Score -4306382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4306393.500000 Penalty: 5161.535645
	Iteration 74Q: 3 clusters Score -4306394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4306390.500000 Penalty: 5161.535645
	Iteration 75Q: 3 clusters Score -4306390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4306397.500000 Penalty: 5161.535645
	Iteration 76Q: 3 clusters Score -4306398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4306393.000000 Penalty: 5161.535645
	Iteration 77Q: 3 clusters Score -4306393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4306389.500000 Penalty: 5161.535645
	Iteration 78Q: 3 clusters Score -4306390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4306396.500000 Penalty: 5161.535645
	Iteration 79Q: 3 clusters Score -4306396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4306394.500000 Penalty: 5161.535645
	Iteration 80F: 3 clusters Score -4306394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4306393.500000 Penalty: 5161.535645
	Iteration 81Q: 3 clusters Score -4306394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4306395.000000 Penalty: 5161.535645
	Iteration 82Q: 3 clusters Score -4306395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4306396.500000 Penalty: 5161.535645
	Iteration 83Q: 3 clusters Score -4306396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4306395.500000 Penalty: 5161.535645
	Iteration 84Q: 3 clusters Score -4306396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4306395.000000 Penalty: 5161.535645
	Iteration 85Q: 3 clusters Score -4306395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4306399.000000 Penalty: 5161.535645
	Iteration 86Q: 3 clusters Score -4306399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4306401.500000 Penalty: 5161.535645
	Iteration 87Q: 3 clusters Score -4306402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4306403.500000 Penalty: 5161.535645
	Iteration 88Q: 3 clusters Score -4306404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4306404.500000 Penalty: 5161.535645
	Iteration 89Q: 3 clusters Score -4306404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4306401.000000 Penalty: 5161.535645
	Iteration 90Q: 3 clusters Score -4306401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4306402.500000 Penalty: 5161.535645
	Iteration 91Q: 3 clusters Score -4306402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4306407.500000 Penalty: 5161.535645
	Iteration 92Q: 3 clusters Score -4306408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4306413.000000 Penalty: 5161.535645
	Iteration 93Q: 3 clusters Score -4306413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4306407.500000 Penalty: 5161.535645
	Iteration 94Q: 3 clusters Score -4306408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4306410.000000 Penalty: 5161.535645
	Iteration 95Q: 3 clusters Score -4306410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4306410.000000 Penalty: 5161.535645
	Iteration 96Q: 3 clusters Score -4306410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4306412.000000 Penalty: 5161.535645
	Iteration 97Q: 3 clusters Score -4306412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4306413.500000 Penalty: 5161.535645
	Iteration 98Q: 3 clusters Score -4306414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4306413.500000 Penalty: 5161.535645
	Iteration 99Q: 3 clusters Score -4306414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4306413.500000 Penalty: 5161.535645
	Iteration 100F: 3 clusters Score -4306414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -153510.984375 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -153511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151404.656250 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -151404.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151801.765625 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -151801.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151941.203125 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -151941.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152107.921875 Penalty: 3548.689209
	Iteration 3F: 3 clusters Score -152107.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152255.234375 Penalty: 3548.689209
	Iteration 4F: 3 clusters Score -152255.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152441.546875 Penalty: 3548.689209
	Iteration 5F: 3 clusters Score -152441.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152586.859375 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -152586.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152678.218750 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -152678.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152732.234375 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -152732.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152784.390625 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -152784.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152832.625000 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -152832.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152846.218750 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -152846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152850.234375 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -152850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152853.562500 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -152853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152859.328125 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -152859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152866.578125 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -152866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152868.421875 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -152868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152870.437500 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -152870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152873.578125 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -152873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152876.046875 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -152876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152876.046875 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -152876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181303 members 
Entering Unmasked Estep 
Score: -23327748.000000 Penalty: 3002.765625
	Iteration 0F: 2 clusters Score -2.332775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -23211006.000000 Penalty: 6005.531250
	Iteration 0F: 3 clusters Score -2.321101e+07 nChanged 86963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -23261652.000000 Penalty: 6005.531250
	Iteration 1F: 3 clusters Score -2.326165e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -23263578.000000 Penalty: 6005.531250
	Iteration 2Q: 3 clusters Score -2.326358e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -23266798.000000 Penalty: 6005.531250
	Iteration 3Q: 3 clusters Score -2.32668e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -23271882.000000 Penalty: 6005.531250
	Iteration 4F: 3 clusters Score -2.327188e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126925 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -23280494.000000 Penalty: 6005.531250
	Iteration 5F: 3 clusters Score -2.328049e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -23293424.000000 Penalty: 6005.531250
	Iteration 6F: 3 clusters Score -2.329342e+07 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157555 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -23307806.000000 Penalty: 6005.531250
	Iteration 7F: 3 clusters Score -2.330781e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -23318436.000000 Penalty: 6005.531250
	Iteration 8F: 3 clusters Score -2.331844e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -23323200.000000 Penalty: 6005.531250
	Iteration 9Q: 3 clusters Score -2.33232e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -23324834.000000 Penalty: 6005.531250
	Iteration 10Q: 3 clusters Score -2.332483e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23325358.000000 Penalty: 6005.531250
	Iteration 11Q: 3 clusters Score -2.332536e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23325680.000000 Penalty: 6005.531250
	Iteration 12Q: 3 clusters Score -2.332568e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23325728.000000 Penalty: 6005.531250
	Iteration 13Q: 3 clusters Score -2.332573e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23325812.000000 Penalty: 6005.531250
	Iteration 14Q: 3 clusters Score -2.332581e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180502 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23325862.000000 Penalty: 6005.531250
	Iteration 15Q: 3 clusters Score -2.332586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180520 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -23325908.000000 Penalty: 6005.531250
	Iteration 16Q: 3 clusters Score -2.332591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180525 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23325946.000000 Penalty: 6005.531250
	Iteration 17Q: 3 clusters Score -2.332595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23325984.000000 Penalty: 6005.531250
	Iteration 18Q: 3 clusters Score -2.332598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23325982.000000 Penalty: 6005.531250
	Iteration 19Q: 3 clusters Score -2.332598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -23326016.000000 Penalty: 6005.531250
	Iteration 20F: 3 clusters Score -2.332602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23326020.000000 Penalty: 6005.531250
	Iteration 21Q: 3 clusters Score -2.332602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23326036.000000 Penalty: 6005.531250
	Iteration 22Q: 3 clusters Score -2.332604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180521 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23326050.000000 Penalty: 6005.531250
	Iteration 23Q: 3 clusters Score -2.332605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23326080.000000 Penalty: 6005.531250
	Iteration 24Q: 3 clusters Score -2.332608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180507 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23326108.000000 Penalty: 6005.531250
	Iteration 25Q: 3 clusters Score -2.332611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23326120.000000 Penalty: 6005.531250
	Iteration 26Q: 3 clusters Score -2.332612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -23326122.000000 Penalty: 6005.531250
	Iteration 27Q: 3 clusters Score -2.332612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -23326130.000000 Penalty: 6005.531250
	Iteration 28Q: 3 clusters Score -2.332613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -23326178.000000 Penalty: 6005.531250
	Iteration 29Q: 3 clusters Score -2.332618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180494 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23326172.000000 Penalty: 6005.531250
	Iteration 30Q: 3 clusters Score -2.332617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23326174.000000 Penalty: 6005.531250
	Iteration 31Q: 3 clusters Score -2.332617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23326182.000000 Penalty: 6005.531250
	Iteration 32Q: 3 clusters Score -2.332618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23326182.000000 Penalty: 6005.531250
	Iteration 33Q: 3 clusters Score -2.332618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23326178.000000 Penalty: 6005.531250
	Iteration 34Q: 3 clusters Score -2.332618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23326176.000000 Penalty: 6005.531250
	Iteration 35Q: 3 clusters Score -2.332618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180489 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23326152.000000 Penalty: 6005.531250
	Iteration 36Q: 3 clusters Score -2.332615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180488 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23326170.000000 Penalty: 6005.531250
	Iteration 37Q: 3 clusters Score -2.332617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23326176.000000 Penalty: 6005.531250
	Iteration 38Q: 3 clusters Score -2.332618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23326156.000000 Penalty: 6005.531250
	Iteration 39Q: 3 clusters Score -2.332616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23326160.000000 Penalty: 6005.531250
	Iteration 40F: 3 clusters Score -2.332616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23326158.000000 Penalty: 6005.531250
	Iteration 41Q: 3 clusters Score -2.332616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180484 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23326184.000000 Penalty: 6005.531250
	Iteration 42Q: 3 clusters Score -2.332618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23326186.000000 Penalty: 6005.531250
	Iteration 43Q: 3 clusters Score -2.332619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180472 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23326178.000000 Penalty: 6005.531250
	Iteration 44Q: 3 clusters Score -2.332618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23326194.000000 Penalty: 6005.531250
	Iteration 45Q: 3 clusters Score -2.332619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23326198.000000 Penalty: 6005.531250
	Iteration 46Q: 3 clusters Score -2.33262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23326204.000000 Penalty: 6005.531250
	Iteration 47Q: 3 clusters Score -2.33262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23326198.000000 Penalty: 6005.531250
	Iteration 48Q: 3 clusters Score -2.33262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23326200.000000 Penalty: 6005.531250
	Iteration 49Q: 3 clusters Score -2.33262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180453 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23326228.000000 Penalty: 6005.531250
	Iteration 50Q: 3 clusters Score -2.332623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23326242.000000 Penalty: 6005.531250
	Iteration 51Q: 3 clusters Score -2.332624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -23326260.000000 Penalty: 6005.531250
	Iteration 52Q: 3 clusters Score -2.332626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23326268.000000 Penalty: 6005.531250
	Iteration 53Q: 3 clusters Score -2.332627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23326278.000000 Penalty: 6005.531250
	Iteration 54Q: 3 clusters Score -2.332628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23326280.000000 Penalty: 6005.531250
	Iteration 55Q: 3 clusters Score -2.332628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -23326304.000000 Penalty: 6005.531250
	Iteration 56Q: 3 clusters Score -2.33263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -23326328.000000 Penalty: 6005.531250
	Iteration 57Q: 3 clusters Score -2.332633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23326314.000000 Penalty: 6005.531250
	Iteration 58Q: 3 clusters Score -2.332631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180372 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23326318.000000 Penalty: 6005.531250
	Iteration 59Q: 3 clusters Score -2.332632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180369 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23326328.000000 Penalty: 6005.531250
	Iteration 60F: 3 clusters Score -2.332633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23326334.000000 Penalty: 6005.531250
	Iteration 61Q: 3 clusters Score -2.332633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23326328.000000 Penalty: 6005.531250
	Iteration 62Q: 3 clusters Score -2.332633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23326320.000000 Penalty: 6005.531250
	Iteration 63Q: 3 clusters Score -2.332632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23326318.000000 Penalty: 6005.531250
	Iteration 64Q: 3 clusters Score -2.332632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23326318.000000 Penalty: 6005.531250
	Iteration 65Q: 3 clusters Score -2.332632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23326318.000000 Penalty: 6005.531250
	Iteration 66Q: 3 clusters Score -2.332632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23326308.000000 Penalty: 6005.531250
	Iteration 67Q: 3 clusters Score -2.332631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23326320.000000 Penalty: 6005.531250
	Iteration 68Q: 3 clusters Score -2.332632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23326320.000000 Penalty: 6005.531250
	Iteration 69Q: 3 clusters Score -2.332632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23326320.000000 Penalty: 6005.531250
	Iteration 70F: 3 clusters Score -2.332632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (188461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188461 members 
Entering Unmasked Estep 
Score: -24443518.000000 Penalty: 3012.368408
	Iteration 0F: 2 clusters Score -2.444352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -24333368.000000 Penalty: 6024.736816
	Iteration 0F: 3 clusters Score -2.433337e+07 nChanged 90589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -24386096.000000 Penalty: 6024.736816
	Iteration 1F: 3 clusters Score -2.43861e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -24387156.000000 Penalty: 6024.736816
	Iteration 2Q: 3 clusters Score -2.438716e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -24388498.000000 Penalty: 6024.736816
	Iteration 3Q: 3 clusters Score -2.43885e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -24390600.000000 Penalty: 6024.736816
	Iteration 4Q: 3 clusters Score -2.43906e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -24394560.000000 Penalty: 6024.736816
	Iteration 5Q: 3 clusters Score -2.439456e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -24401600.000000 Penalty: 6024.736816
	Iteration 6F: 3 clusters Score -2.44016e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145831 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -24413140.000000 Penalty: 6024.736816
	Iteration 7F: 3 clusters Score -2.441314e+07 nChanged 15931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -24427138.000000 Penalty: 6024.736816
	Iteration 8F: 3 clusters Score -2.442714e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -24437406.000000 Penalty: 6024.736816
	Iteration 9F: 3 clusters Score -2.443741e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -24440114.000000 Penalty: 6024.736816
	Iteration 10Q: 3 clusters Score -2.444011e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186451 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24440526.000000 Penalty: 6024.736816
	Iteration 11Q: 3 clusters Score -2.444053e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187571 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -24440664.000000 Penalty: 6024.736816
	Iteration 12Q: 3 clusters Score -2.444066e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187953 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24440818.000000 Penalty: 6024.736816
	Iteration 13Q: 3 clusters Score -2.444082e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188072 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -24440900.000000 Penalty: 6024.736816
	Iteration 14Q: 3 clusters Score -2.44409e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188123 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24440974.000000 Penalty: 6024.736816
	Iteration 15Q: 3 clusters Score -2.444097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188146 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24441006.000000 Penalty: 6024.736816
	Iteration 16Q: 3 clusters Score -2.444101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24441016.000000 Penalty: 6024.736816
	Iteration 17Q: 3 clusters Score -2.444102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24441040.000000 Penalty: 6024.736816
	Iteration 18Q: 3 clusters Score -2.444104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188171 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24441032.000000 Penalty: 6024.736816
	Iteration 19Q: 3 clusters Score -2.444103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188171 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24441050.000000 Penalty: 6024.736816
	Iteration 20F: 3 clusters Score -2.444105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24441056.000000 Penalty: 6024.736816
	Iteration 21Q: 3 clusters Score -2.444106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24441056.000000 Penalty: 6024.736816
	Iteration 22Q: 3 clusters Score -2.444106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24441072.000000 Penalty: 6024.736816
	Iteration 23Q: 3 clusters Score -2.444107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188181 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24441094.000000 Penalty: 6024.736816
	Iteration 24Q: 3 clusters Score -2.444109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188184 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24441092.000000 Penalty: 6024.736816
	Iteration 25Q: 3 clusters Score -2.444109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24441084.000000 Penalty: 6024.736816
	Iteration 26Q: 3 clusters Score -2.444108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188182 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24441106.000000 Penalty: 6024.736816
	Iteration 27Q: 3 clusters Score -2.444111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188182 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24441106.000000 Penalty: 6024.736816
	Iteration 28F: 3 clusters Score -2.444111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -96151.500000 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -96151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94382.835938 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -94382.84 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94649.687500 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -94649.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94773.070312 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -94773.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -94839.281250 Penalty: 3318.657715
	Iteration 3Q: 3 clusters Score -94839.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94863.773438 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -94863.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94880.710938 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -94880.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94904.750000 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -94904.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94918.265625 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -94918.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94929.992188 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -94929.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94934.718750 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -94934.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94938.289062 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -94938.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94940.664062 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -94940.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94940.664062 Penalty: 3318.657715
	Iteration 12F: 3 clusters Score -94940.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Entering Unmasked Estep 
Score: -3186366.750000 Penalty: 2500.773682
	Iteration 0F: 2 clusters Score -3186367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3169607.750000 Penalty: 5001.547363
	Iteration 0F: 3 clusters Score -3169608 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3175394.000000 Penalty: 5001.547363
	Iteration 1F: 3 clusters Score -3175394 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3175811.250000 Penalty: 5001.547363
	Iteration 2F: 3 clusters Score -3175811 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3176136.250000 Penalty: 5001.547363
	Iteration 3Q: 3 clusters Score -3176136 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3176388.250000 Penalty: 5001.547363
	Iteration 4Q: 3 clusters Score -3176388 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3176644.000000 Penalty: 5001.547363
	Iteration 5Q: 3 clusters Score -3176644 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3176946.500000 Penalty: 5001.547363
	Iteration 6Q: 3 clusters Score -3176946 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3177386.500000 Penalty: 5001.547363
	Iteration 7Q: 3 clusters Score -3177386 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3178023.250000 Penalty: 5001.547363
	Iteration 8Q: 3 clusters Score -3178023 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3178870.500000 Penalty: 5001.547363
	Iteration 9F: 3 clusters Score -3178870 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3179963.000000 Penalty: 5001.547363
	Iteration 10F: 3 clusters Score -3179963 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3180978.500000 Penalty: 5001.547363
	Iteration 11F: 3 clusters Score -3180978 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3181895.750000 Penalty: 5001.547363
	Iteration 12Q: 3 clusters Score -3181896 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3182575.500000 Penalty: 5001.547363
	Iteration 13Q: 3 clusters Score -3182576 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3183033.500000 Penalty: 5001.547363
	Iteration 14Q: 3 clusters Score -3183034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3183368.500000 Penalty: 5001.547363
	Iteration 15Q: 3 clusters Score -3183368 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3183566.750000 Penalty: 5001.547363
	Iteration 16Q: 3 clusters Score -3183567 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3183706.000000 Penalty: 5001.547363
	Iteration 17Q: 3 clusters Score -3183706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3183818.500000 Penalty: 5001.547363
	Iteration 18Q: 3 clusters Score -3183818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3183889.500000 Penalty: 5001.547363
	Iteration 19Q: 3 clusters Score -3183890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3183944.250000 Penalty: 5001.547363
	Iteration 20F: 3 clusters Score -3183944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3183976.750000 Penalty: 5001.547363
	Iteration 21Q: 3 clusters Score -3183977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3184014.750000 Penalty: 5001.547363
	Iteration 22Q: 3 clusters Score -3184015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3184039.250000 Penalty: 5001.547363
	Iteration 23Q: 3 clusters Score -3184039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3184066.250000 Penalty: 5001.547363
	Iteration 24Q: 3 clusters Score -3184066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3184082.500000 Penalty: 5001.547363
	Iteration 25Q: 3 clusters Score -3184082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3184095.500000 Penalty: 5001.547363
	Iteration 26Q: 3 clusters Score -3184096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3184111.500000 Penalty: 5001.547363
	Iteration 27Q: 3 clusters Score -3184112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3184122.500000 Penalty: 5001.547363
	Iteration 28Q: 3 clusters Score -3184122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3184131.000000 Penalty: 5001.547363
	Iteration 29Q: 3 clusters Score -3184131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3184140.750000 Penalty: 5001.547363
	Iteration 30Q: 3 clusters Score -3184141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3184143.500000 Penalty: 5001.547363
	Iteration 31Q: 3 clusters Score -3184144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3184153.250000 Penalty: 5001.547363
	Iteration 32Q: 3 clusters Score -3184153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3184155.000000 Penalty: 5001.547363
	Iteration 33Q: 3 clusters Score -3184155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3184157.750000 Penalty: 5001.547363
	Iteration 34Q: 3 clusters Score -3184158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3184158.750000 Penalty: 5001.547363
	Iteration 35Q: 3 clusters Score -3184159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3184161.000000 Penalty: 5001.547363
	Iteration 36Q: 3 clusters Score -3184161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3184161.500000 Penalty: 5001.547363
	Iteration 37Q: 3 clusters Score -3184162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3184165.000000 Penalty: 5001.547363
	Iteration 38Q: 3 clusters Score -3184165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3184165.250000 Penalty: 5001.547363
	Iteration 39Q: 3 clusters Score -3184165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3184165.250000 Penalty: 5001.547363
	Iteration 40F: 3 clusters Score -3184165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -2883668.250000 Penalty: 2483.671631
	Iteration 0F: 2 clusters Score -2883668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2868057.500000 Penalty: 4967.343262
	Iteration 0F: 3 clusters Score -2868058 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2873763.750000 Penalty: 4967.343262
	Iteration 1F: 3 clusters Score -2873764 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2874416.750000 Penalty: 4967.343262
	Iteration 2F: 3 clusters Score -2874417 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2875019.250000 Penalty: 4967.343262
	Iteration 3F: 3 clusters Score -2875019 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2875617.750000 Penalty: 4967.343262
	Iteration 4F: 3 clusters Score -2875618 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2876144.000000 Penalty: 4967.343262
	Iteration 5Q: 3 clusters Score -2876144 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2876644.250000 Penalty: 4967.343262
	Iteration 6Q: 3 clusters Score -2876644 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2877179.250000 Penalty: 4967.343262
	Iteration 7Q: 3 clusters Score -2877179 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2877854.250000 Penalty: 4967.343262
	Iteration 8F: 3 clusters Score -2877854 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2878672.000000 Penalty: 4967.343262
	Iteration 9F: 3 clusters Score -2878672 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2879587.750000 Penalty: 4967.343262
	Iteration 10F: 3 clusters Score -2879588 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2880398.000000 Penalty: 4967.343262
	Iteration 11Q: 3 clusters Score -2880398 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2880925.000000 Penalty: 4967.343262
	Iteration 12Q: 3 clusters Score -2880925 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2881175.750000 Penalty: 4967.343262
	Iteration 13Q: 3 clusters Score -2881176 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2881315.500000 Penalty: 4967.343262
	Iteration 14Q: 3 clusters Score -2881316 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2881414.500000 Penalty: 4967.343262
	Iteration 15Q: 3 clusters Score -2881414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2881483.750000 Penalty: 4967.343262
	Iteration 16Q: 3 clusters Score -2881484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2881534.750000 Penalty: 4967.343262
	Iteration 17Q: 3 clusters Score -2881535 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2881577.250000 Penalty: 4967.343262
	Iteration 18Q: 3 clusters Score -2881577 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2881617.500000 Penalty: 4967.343262
	Iteration 19Q: 3 clusters Score -2881618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2881647.000000 Penalty: 4967.343262
	Iteration 20F: 3 clusters Score -2881647 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2881688.000000 Penalty: 4967.343262
	Iteration 21Q: 3 clusters Score -2881688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2881722.750000 Penalty: 4967.343262
	Iteration 22Q: 3 clusters Score -2881723 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2881763.500000 Penalty: 4967.343262
	Iteration 23Q: 3 clusters Score -2881764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2881790.500000 Penalty: 4967.343262
	Iteration 24Q: 3 clusters Score -2881790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2881832.500000 Penalty: 4967.343262
	Iteration 25Q: 3 clusters Score -2881832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2881852.000000 Penalty: 4967.343262
	Iteration 26Q: 3 clusters Score -2881852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2881874.000000 Penalty: 4967.343262
	Iteration 27Q: 3 clusters Score -2881874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2881888.750000 Penalty: 4967.343262
	Iteration 28Q: 3 clusters Score -2881889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2881901.750000 Penalty: 4967.343262
	Iteration 29Q: 3 clusters Score -2881902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2881912.500000 Penalty: 4967.343262
	Iteration 30Q: 3 clusters Score -2881912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2881916.500000 Penalty: 4967.343262
	Iteration 31Q: 3 clusters Score -2881916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2881931.250000 Penalty: 4967.343262
	Iteration 32Q: 3 clusters Score -2881931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2881946.000000 Penalty: 4967.343262
	Iteration 33Q: 3 clusters Score -2881946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2881948.750000 Penalty: 4967.343262
	Iteration 34Q: 3 clusters Score -2881949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2881968.000000 Penalty: 4967.343262
	Iteration 35Q: 3 clusters Score -2881968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2881980.750000 Penalty: 4967.343262
	Iteration 36Q: 3 clusters Score -2881981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2881990.000000 Penalty: 4967.343262
	Iteration 37Q: 3 clusters Score -2881990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2882002.000000 Penalty: 4967.343262
	Iteration 38Q: 3 clusters Score -2882002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2882009.000000 Penalty: 4967.343262
	Iteration 39Q: 3 clusters Score -2882009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2882024.000000 Penalty: 4967.343262
	Iteration 40F: 3 clusters Score -2882024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2882040.000000 Penalty: 4967.343262
	Iteration 41Q: 3 clusters Score -2882040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2882054.500000 Penalty: 4967.343262
	Iteration 42Q: 3 clusters Score -2882054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2882067.000000 Penalty: 4967.343262
	Iteration 43Q: 3 clusters Score -2882067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2882084.000000 Penalty: 4967.343262
	Iteration 44Q: 3 clusters Score -2882084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2882099.000000 Penalty: 4967.343262
	Iteration 45Q: 3 clusters Score -2882099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2882122.250000 Penalty: 4967.343262
	Iteration 46Q: 3 clusters Score -2882122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2882128.750000 Penalty: 4967.343262
	Iteration 47Q: 3 clusters Score -2882129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2882134.000000 Penalty: 4967.343262
	Iteration 48Q: 3 clusters Score -2882134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2882146.500000 Penalty: 4967.343262
	Iteration 49Q: 3 clusters Score -2882146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2882158.500000 Penalty: 4967.343262
	Iteration 50Q: 3 clusters Score -2882158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2882173.500000 Penalty: 4967.343262
	Iteration 51Q: 3 clusters Score -2882174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2882170.750000 Penalty: 4967.343262
	Iteration 52Q: 3 clusters Score -2882171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2882176.000000 Penalty: 4967.343262
	Iteration 53Q: 3 clusters Score -2882176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2882187.750000 Penalty: 4967.343262
	Iteration 54Q: 3 clusters Score -2882188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2882194.250000 Penalty: 4967.343262
	Iteration 55Q: 3 clusters Score -2882194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2882206.250000 Penalty: 4967.343262
	Iteration 56Q: 3 clusters Score -2882206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2882212.750000 Penalty: 4967.343262
	Iteration 57Q: 3 clusters Score -2882213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2882215.250000 Penalty: 4967.343262
	Iteration 58Q: 3 clusters Score -2882215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2882221.000000 Penalty: 4967.343262
	Iteration 59Q: 3 clusters Score -2882221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2882229.000000 Penalty: 4967.343262
	Iteration 60F: 3 clusters Score -2882229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2882222.750000 Penalty: 4967.343262
	Iteration 61Q: 3 clusters Score -2882223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2882222.750000 Penalty: 4967.343262
	Iteration 62Q: 3 clusters Score -2882223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2882232.000000 Penalty: 4967.343262
	Iteration 63Q: 3 clusters Score -2882232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2882232.500000 Penalty: 4967.343262
	Iteration 64Q: 3 clusters Score -2882232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2882233.000000 Penalty: 4967.343262
	Iteration 65Q: 3 clusters Score -2882233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2882232.000000 Penalty: 4967.343262
	Iteration 66Q: 3 clusters Score -2882232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2882230.000000 Penalty: 4967.343262
	Iteration 67Q: 3 clusters Score -2882230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2882229.750000 Penalty: 4967.343262
	Iteration 68Q: 3 clusters Score -2882230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2882232.000000 Penalty: 4967.343262
	Iteration 69Q: 3 clusters Score -2882232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2882229.500000 Penalty: 4967.343262
	Iteration 70Q: 3 clusters Score -2882230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2882231.250000 Penalty: 4967.343262
	Iteration 71Q: 3 clusters Score -2882231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2882223.750000 Penalty: 4967.343262
	Iteration 72Q: 3 clusters Score -2882224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2882230.250000 Penalty: 4967.343262
	Iteration 73Q: 3 clusters Score -2882230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2882234.250000 Penalty: 4967.343262
	Iteration 74Q: 3 clusters Score -2882234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2882240.000000 Penalty: 4967.343262
	Iteration 75Q: 3 clusters Score -2882240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2882235.250000 Penalty: 4967.343262
	Iteration 76Q: 3 clusters Score -2882235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2882236.250000 Penalty: 4967.343262
	Iteration 77Q: 3 clusters Score -2882236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2882239.750000 Penalty: 4967.343262
	Iteration 78Q: 3 clusters Score -2882240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2882240.500000 Penalty: 4967.343262
	Iteration 79Q: 3 clusters Score -2882240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2882239.500000 Penalty: 4967.343262
	Iteration 80F: 3 clusters Score -2882240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2882241.250000 Penalty: 4967.343262
	Iteration 81Q: 3 clusters Score -2882241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2882239.750000 Penalty: 4967.343262
	Iteration 82Q: 3 clusters Score -2882240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2882241.750000 Penalty: 4967.343262
	Iteration 83Q: 3 clusters Score -2882242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2882241.750000 Penalty: 4967.343262
	Iteration 84F: 3 clusters Score -2882242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -565295.187500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -565295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -561004.375000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -561004.4 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -562005.562500 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -562005.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -562298.187500 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -562298.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -562567.375000 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -562567.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -562805.187500 Penalty: 4173.149902
	Iteration 4F: 3 clusters Score -562805.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -562984.437500 Penalty: 4173.149902
	Iteration 5F: 3 clusters Score -562984.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -563136.625000 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -563136.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -563291.125000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -563291.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -563428.062500 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -563428.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -563544.750000 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -563544.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -563689.937500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -563689.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -563822.687500 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -563822.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -563937.875000 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -563937.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -564022.812500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -564022.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -564104.625000 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -564104.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -564163.250000 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -564163.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -564203.375000 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -564203.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -564234.000000 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -564234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -564255.937500 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -564255.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -564269.625000 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -564269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -564277.937500 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -564277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -564283.812500 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -564283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -564289.437500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -564289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -564292.062500 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -564292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -564295.687500 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -564295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -564301.187500 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -564301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -564305.375000 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -564305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -564310.937500 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -564310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -564313.000000 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -564313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -564315.125000 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -564315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -564319.625000 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -564319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -564322.312500 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -564322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -564323.312500 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -564323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -564323.687500 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -564323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -564323.687500 Penalty: 4173.149902
	Iteration 34F: 3 clusters Score -564323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71353.179688 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -71353.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69751.679688 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -69751.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70120.054688 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -70120.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70354.625000 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -70354.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70490.921875 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -70490.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70533.921875 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -70533.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70569.593750 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -70569.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70596.445312 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -70596.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70613.398438 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -70613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70635.851562 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -70635.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70644.804688 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -70644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70646.593750 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -70646.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70648.656250 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -70648.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70648.656250 Penalty: 3195.500000
	Iteration 12F: 3 clusters Score -70648.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (286859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286859 members 
Entering Unmasked Estep 
Score: -36726512.000000 Penalty: 3116.552979
	Iteration 0F: 2 clusters Score -3.672651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143323 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -36554884.000000 Penalty: 6233.105957
	Iteration 0F: 3 clusters Score -3.655488e+07 nChanged 139005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 142935 members 
Entering Unmasked Estep 
Score: -36637200.000000 Penalty: 6233.105957
	Iteration 1F: 3 clusters Score -3.66372e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -36638256.000000 Penalty: 6233.105957
	Iteration 2Q: 3 clusters Score -3.663826e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -36639264.000000 Penalty: 6233.105957
	Iteration 3Q: 3 clusters Score -3.663926e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142727 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -36640712.000000 Penalty: 6233.105957
	Iteration 4Q: 3 clusters Score -3.664071e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -36642456.000000 Penalty: 6233.105957
	Iteration 5Q: 3 clusters Score -3.664246e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139939 members 
Mstep: Class 2 contains 146920 members 
Entering Unmasked Estep 
Score: -36645132.000000 Penalty: 6233.105957
	Iteration 6Q: 3 clusters Score -3.664513e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137199 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -36648196.000000 Penalty: 6233.105957
	Iteration 7Q: 3 clusters Score -3.66482e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132942 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -36653264.000000 Penalty: 6233.105957
	Iteration 8Q: 3 clusters Score -3.665326e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -36659768.000000 Penalty: 6233.105957
	Iteration 9Q: 3 clusters Score -3.665977e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119038 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -36668252.000000 Penalty: 6233.105957
	Iteration 10F: 3 clusters Score -3.666825e+07 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 176840 members 
Entering Unmasked Estep 
Score: -36677728.000000 Penalty: 6233.105957
	Iteration 11F: 3 clusters Score -3.667773e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 186037 members 
Entering Unmasked Estep 
Score: -36686652.000000 Penalty: 6233.105957
	Iteration 12F: 3 clusters Score -3.668665e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 194490 members 
Entering Unmasked Estep 
Score: -36693884.000000 Penalty: 6233.105957
	Iteration 13Q: 3 clusters Score -3.669388e+07 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 201737 members 
Entering Unmasked Estep 
Score: -36698744.000000 Penalty: 6233.105957
	Iteration 14Q: 3 clusters Score -3.669874e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 207829 members 
Entering Unmasked Estep 
Score: -36701996.000000 Penalty: 6233.105957
	Iteration 15Q: 3 clusters Score -3.6702e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 213069 members 
Entering Unmasked Estep 
Score: -36703684.000000 Penalty: 6233.105957
	Iteration 16Q: 3 clusters Score -3.670368e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 217572 members 
Entering Unmasked Estep 
Score: -36704960.000000 Penalty: 6233.105957
	Iteration 17Q: 3 clusters Score -3.670496e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 221509 members 
Entering Unmasked Estep 
Score: -36705896.000000 Penalty: 6233.105957
	Iteration 18Q: 3 clusters Score -3.67059e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 225118 members 
Entering Unmasked Estep 
Score: -36706376.000000 Penalty: 6233.105957
	Iteration 19Q: 3 clusters Score -3.670638e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 228524 members 
Entering Unmasked Estep 
Score: -36706880.000000 Penalty: 6233.105957
	Iteration 20F: 3 clusters Score -3.670688e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 231750 members 
Entering Unmasked Estep 
Score: -36707080.000000 Penalty: 6233.105957
	Iteration 21Q: 3 clusters Score -3.670708e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 234854 members 
Entering Unmasked Estep 
Score: -36707784.000000 Penalty: 6233.105957
	Iteration 22Q: 3 clusters Score -3.670778e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 237781 members 
Entering Unmasked Estep 
Score: -36708260.000000 Penalty: 6233.105957
	Iteration 23Q: 3 clusters Score -3.670826e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 240576 members 
Entering Unmasked Estep 
Score: -36708700.000000 Penalty: 6233.105957
	Iteration 24Q: 3 clusters Score -3.67087e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 243271 members 
Entering Unmasked Estep 
Score: -36709104.000000 Penalty: 6233.105957
	Iteration 25Q: 3 clusters Score -3.67091e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 245817 members 
Entering Unmasked Estep 
Score: -36709544.000000 Penalty: 6233.105957
	Iteration 26Q: 3 clusters Score -3.670954e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 248276 members 
Entering Unmasked Estep 
Score: -36709952.000000 Penalty: 6233.105957
	Iteration 27Q: 3 clusters Score -3.670995e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 250679 members 
Entering Unmasked Estep 
Score: -36710652.000000 Penalty: 6233.105957
	Iteration 28Q: 3 clusters Score -3.671065e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 253040 members 
Entering Unmasked Estep 
Score: -36711388.000000 Penalty: 6233.105957
	Iteration 29Q: 3 clusters Score -3.671139e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 255274 members 
Entering Unmasked Estep 
Score: -36712044.000000 Penalty: 6233.105957
	Iteration 30Q: 3 clusters Score -3.671204e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 257376 members 
Entering Unmasked Estep 
Score: -36712764.000000 Penalty: 6233.105957
	Iteration 31Q: 3 clusters Score -3.671276e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 259389 members 
Entering Unmasked Estep 
Score: -36713156.000000 Penalty: 6233.105957
	Iteration 32Q: 3 clusters Score -3.671316e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 261311 members 
Entering Unmasked Estep 
Score: -36713828.000000 Penalty: 6233.105957
	Iteration 33Q: 3 clusters Score -3.671383e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 263124 members 
Entering Unmasked Estep 
Score: -36714420.000000 Penalty: 6233.105957
	Iteration 34Q: 3 clusters Score -3.671442e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 264879 members 
Entering Unmasked Estep 
Score: -36714948.000000 Penalty: 6233.105957
	Iteration 35Q: 3 clusters Score -3.671495e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 266595 members 
Entering Unmasked Estep 
Score: -36715520.000000 Penalty: 6233.105957
	Iteration 36Q: 3 clusters Score -3.671552e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 268188 members 
Entering Unmasked Estep 
Score: -36715928.000000 Penalty: 6233.105957
	Iteration 37Q: 3 clusters Score -3.671593e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 269661 members 
Entering Unmasked Estep 
Score: -36716388.000000 Penalty: 6233.105957
	Iteration 38Q: 3 clusters Score -3.671639e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 271003 members 
Entering Unmasked Estep 
Score: -36716880.000000 Penalty: 6233.105957
	Iteration 39Q: 3 clusters Score -3.671688e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 272205 members 
Entering Unmasked Estep 
Score: -36717404.000000 Penalty: 6233.105957
	Iteration 40F: 3 clusters Score -3.67174e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 273325 members 
Entering Unmasked Estep 
Score: -36717964.000000 Penalty: 6233.105957
	Iteration 41Q: 3 clusters Score -3.671796e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 274368 members 
Entering Unmasked Estep 
Score: -36718456.000000 Penalty: 6233.105957
	Iteration 42Q: 3 clusters Score -3.671846e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 275322 members 
Entering Unmasked Estep 
Score: -36718760.000000 Penalty: 6233.105957
	Iteration 43Q: 3 clusters Score -3.671876e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 276205 members 
Entering Unmasked Estep 
Score: -36719204.000000 Penalty: 6233.105957
	Iteration 44Q: 3 clusters Score -3.67192e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 277056 members 
Entering Unmasked Estep 
Score: -36719596.000000 Penalty: 6233.105957
	Iteration 45Q: 3 clusters Score -3.67196e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 277837 members 
Entering Unmasked Estep 
Score: -36720048.000000 Penalty: 6233.105957
	Iteration 46Q: 3 clusters Score -3.672005e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 278535 members 
Entering Unmasked Estep 
Score: -36720328.000000 Penalty: 6233.105957
	Iteration 47Q: 3 clusters Score -3.672033e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 279171 members 
Entering Unmasked Estep 
Score: -36720672.000000 Penalty: 6233.105957
	Iteration 48Q: 3 clusters Score -3.672067e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 279738 members 
Entering Unmasked Estep 
Score: -36721024.000000 Penalty: 6233.105957
	Iteration 49Q: 3 clusters Score -3.672102e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 280258 members 
Entering Unmasked Estep 
Score: -36721340.000000 Penalty: 6233.105957
	Iteration 50Q: 3 clusters Score -3.672134e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 280733 members 
Entering Unmasked Estep 
Score: -36721572.000000 Penalty: 6233.105957
	Iteration 51Q: 3 clusters Score -3.672157e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 281162 members 
Entering Unmasked Estep 
Score: -36721800.000000 Penalty: 6233.105957
	Iteration 52Q: 3 clusters Score -3.67218e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 281545 members 
Entering Unmasked Estep 
Score: -36722052.000000 Penalty: 6233.105957
	Iteration 53Q: 3 clusters Score -3.672205e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 281862 members 
Entering Unmasked Estep 
Score: -36722240.000000 Penalty: 6233.105957
	Iteration 54Q: 3 clusters Score -3.672224e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 282128 members 
Entering Unmasked Estep 
Score: -36722440.000000 Penalty: 6233.105957
	Iteration 55Q: 3 clusters Score -3.672244e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 282351 members 
Entering Unmasked Estep 
Score: -36722504.000000 Penalty: 6233.105957
	Iteration 56Q: 3 clusters Score -3.67225e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 282548 members 
Entering Unmasked Estep 
Score: -36722588.000000 Penalty: 6233.105957
	Iteration 57Q: 3 clusters Score -3.672259e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 282705 members 
Entering Unmasked Estep 
Score: -36722720.000000 Penalty: 6233.105957
	Iteration 58Q: 3 clusters Score -3.672272e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 282851 members 
Entering Unmasked Estep 
Score: -36722808.000000 Penalty: 6233.105957
	Iteration 59Q: 3 clusters Score -3.672281e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 282976 members 
Entering Unmasked Estep 
Score: -36722832.000000 Penalty: 6233.105957
	Iteration 60F: 3 clusters Score -3.672283e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 283079 members 
Entering Unmasked Estep 
Score: -36722888.000000 Penalty: 6233.105957
	Iteration 61Q: 3 clusters Score -3.672289e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 283192 members 
Entering Unmasked Estep 
Score: -36722960.000000 Penalty: 6233.105957
	Iteration 62Q: 3 clusters Score -3.672296e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 283299 members 
Entering Unmasked Estep 
Score: -36722940.000000 Penalty: 6233.105957
	Iteration 63Q: 3 clusters Score -3.672294e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 283399 members 
Entering Unmasked Estep 
Score: -36723024.000000 Penalty: 6233.105957
	Iteration 64Q: 3 clusters Score -3.672302e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 283477 members 
Entering Unmasked Estep 
Score: -36723068.000000 Penalty: 6233.105957
	Iteration 65Q: 3 clusters Score -3.672307e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 283557 members 
Entering Unmasked Estep 
Score: -36723072.000000 Penalty: 6233.105957
	Iteration 66Q: 3 clusters Score -3.672307e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 283628 members 
Entering Unmasked Estep 
Score: -36723136.000000 Penalty: 6233.105957
	Iteration 67Q: 3 clusters Score -3.672314e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 283707 members 
Entering Unmasked Estep 
Score: -36723152.000000 Penalty: 6233.105957
	Iteration 68Q: 3 clusters Score -3.672315e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 283767 members 
Entering Unmasked Estep 
Score: -36723184.000000 Penalty: 6233.105957
	Iteration 69Q: 3 clusters Score -3.672318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 283830 members 
Entering Unmasked Estep 
Score: -36723252.000000 Penalty: 6233.105957
	Iteration 70Q: 3 clusters Score -3.672325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 283874 members 
Entering Unmasked Estep 
Score: -36723252.000000 Penalty: 6233.105957
	Iteration 71Q: 3 clusters Score -3.672325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 283929 members 
Entering Unmasked Estep 
Score: -36723320.000000 Penalty: 6233.105957
	Iteration 72Q: 3 clusters Score -3.672332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 283979 members 
Entering Unmasked Estep 
Score: -36723376.000000 Penalty: 6233.105957
	Iteration 73Q: 3 clusters Score -3.672338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 284033 members 
Entering Unmasked Estep 
Score: -36723356.000000 Penalty: 6233.105957
	Iteration 74Q: 3 clusters Score -3.672336e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 284080 members 
Entering Unmasked Estep 
Score: -36723404.000000 Penalty: 6233.105957
	Iteration 75Q: 3 clusters Score -3.67234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 284108 members 
Entering Unmasked Estep 
Score: -36723420.000000 Penalty: 6233.105957
	Iteration 76Q: 3 clusters Score -3.672342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 284152 members 
Entering Unmasked Estep 
Score: -36723396.000000 Penalty: 6233.105957
	Iteration 77Q: 3 clusters Score -3.67234e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 284198 members 
Entering Unmasked Estep 
Score: -36723392.000000 Penalty: 6233.105957
	Iteration 78Q: 3 clusters Score -3.672339e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 284230 members 
Entering Unmasked Estep 
Score: -36723420.000000 Penalty: 6233.105957
	Iteration 79Q: 3 clusters Score -3.672342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 284253 members 
Entering Unmasked Estep 
Score: -36723440.000000 Penalty: 6233.105957
	Iteration 80F: 3 clusters Score -3.672344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 284284 members 
Entering Unmasked Estep 
Score: -36723460.000000 Penalty: 6233.105957
	Iteration 81Q: 3 clusters Score -3.672346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 284313 members 
Entering Unmasked Estep 
Score: -36723468.000000 Penalty: 6233.105957
	Iteration 82Q: 3 clusters Score -3.672347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 284340 members 
Entering Unmasked Estep 
Score: -36723476.000000 Penalty: 6233.105957
	Iteration 83Q: 3 clusters Score -3.672348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 284371 members 
Entering Unmasked Estep 
Score: -36723488.000000 Penalty: 6233.105957
	Iteration 84Q: 3 clusters Score -3.672349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 284396 members 
Entering Unmasked Estep 
Score: -36723480.000000 Penalty: 6233.105957
	Iteration 85Q: 3 clusters Score -3.672348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 284407 members 
Entering Unmasked Estep 
Score: -36723472.000000 Penalty: 6233.105957
	Iteration 86Q: 3 clusters Score -3.672347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 284421 members 
Entering Unmasked Estep 
Score: -36723480.000000 Penalty: 6233.105957
	Iteration 87Q: 3 clusters Score -3.672348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 284442 members 
Entering Unmasked Estep 
Score: -36723512.000000 Penalty: 6233.105957
	Iteration 88Q: 3 clusters Score -3.672351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 284470 members 
Entering Unmasked Estep 
Score: -36723568.000000 Penalty: 6233.105957
	Iteration 89Q: 3 clusters Score -3.672357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 284484 members 
Entering Unmasked Estep 
Score: -36723556.000000 Penalty: 6233.105957
	Iteration 90Q: 3 clusters Score -3.672356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 284493 members 
Entering Unmasked Estep 
Score: -36723532.000000 Penalty: 6233.105957
	Iteration 91Q: 3 clusters Score -3.672353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 284509 members 
Entering Unmasked Estep 
Score: -36723544.000000 Penalty: 6233.105957
	Iteration 92Q: 3 clusters Score -3.672354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 284523 members 
Entering Unmasked Estep 
Score: -36723548.000000 Penalty: 6233.105957
	Iteration 93Q: 3 clusters Score -3.672355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 284538 members 
Entering Unmasked Estep 
Score: -36723544.000000 Penalty: 6233.105957
	Iteration 94Q: 3 clusters Score -3.672354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 284555 members 
Entering Unmasked Estep 
Score: -36723556.000000 Penalty: 6233.105957
	Iteration 95Q: 3 clusters Score -3.672356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 284565 members 
Entering Unmasked Estep 
Score: -36723624.000000 Penalty: 6233.105957
	Iteration 96Q: 3 clusters Score -3.672362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 284576 members 
Entering Unmasked Estep 
Score: -36723640.000000 Penalty: 6233.105957
	Iteration 97Q: 3 clusters Score -3.672364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 284589 members 
Entering Unmasked Estep 
Score: -36723644.000000 Penalty: 6233.105957
	Iteration 98Q: 3 clusters Score -3.672364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 284597 members 
Entering Unmasked Estep 
Score: -36723628.000000 Penalty: 6233.105957
	Iteration 99Q: 3 clusters Score -3.672363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 284607 members 
Entering Unmasked Estep 
Score: -36723628.000000 Penalty: 6233.105957
	Iteration 100F: 3 clusters Score -3.672363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 284614 members 
Entering Unmasked Estep 
Score: -36723636.000000 Penalty: 6233.105957
	Iteration 101Q: 3 clusters Score -3.672364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 284620 members 
Entering Unmasked Estep 
Score: -36723628.000000 Penalty: 6233.105957
	Iteration 102Q: 3 clusters Score -3.672363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 284631 members 
Entering Unmasked Estep 
Score: -36723652.000000 Penalty: 6233.105957
	Iteration 103Q: 3 clusters Score -3.672365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 284638 members 
Entering Unmasked Estep 
Score: -36723656.000000 Penalty: 6233.105957
	Iteration 104Q: 3 clusters Score -3.672366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 284650 members 
Entering Unmasked Estep 
Score: -36723664.000000 Penalty: 6233.105957
	Iteration 105Q: 3 clusters Score -3.672366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 284661 members 
Entering Unmasked Estep 
Score: -36723664.000000 Penalty: 6233.105957
	Iteration 106Q: 3 clusters Score -3.672366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 284677 members 
Entering Unmasked Estep 
Score: -36723664.000000 Penalty: 6233.105957
	Iteration 107Q: 3 clusters Score -3.672366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 284691 members 
Entering Unmasked Estep 
Score: -36723680.000000 Penalty: 6233.105957
	Iteration 108Q: 3 clusters Score -3.672368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 284703 members 
Entering Unmasked Estep 
Score: -36723664.000000 Penalty: 6233.105957
	Iteration 109Q: 3 clusters Score -3.672366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 284715 members 
Entering Unmasked Estep 
Score: -36723688.000000 Penalty: 6233.105957
	Iteration 110Q: 3 clusters Score -3.672369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 284726 members 
Entering Unmasked Estep 
Score: -36723708.000000 Penalty: 6233.105957
	Iteration 111Q: 3 clusters Score -3.672371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 284739 members 
Entering Unmasked Estep 
Score: -36723680.000000 Penalty: 6233.105957
	Iteration 112Q: 3 clusters Score -3.672368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 284743 members 
Entering Unmasked Estep 
Score: -36723676.000000 Penalty: 6233.105957
	Iteration 113Q: 3 clusters Score -3.672368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 284749 members 
Entering Unmasked Estep 
Score: -36723700.000000 Penalty: 6233.105957
	Iteration 114Q: 3 clusters Score -3.67237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 284754 members 
Entering Unmasked Estep 
Score: -36723720.000000 Penalty: 6233.105957
	Iteration 115Q: 3 clusters Score -3.672372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 284753 members 
Entering Unmasked Estep 
Score: -36723732.000000 Penalty: 6233.105957
	Iteration 116Q: 3 clusters Score -3.672373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 284753 members 
Entering Unmasked Estep 
Score: -36723732.000000 Penalty: 6233.105957
	Iteration 117F: 3 clusters Score -3.672373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89508.750000 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89508.75 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89868.953125 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89868.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90014.875000 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90014.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90174.468750 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90174.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90374.179688 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -90374.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90485.953125 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90485.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90565.445312 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90565.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90611.554688 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90611.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90656.554688 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90656.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90695.500000 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90695.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90733.429688 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90733.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90773.164062 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90773.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90803.882812 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90803.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90826.046875 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -90826.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90862.312500 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -90862.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90890.492188 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -90890.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90909.468750 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -90909.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90913.828125 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -90913.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90915.812500 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -90915.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90915.812500 Penalty: 3349.705322
	Iteration 19F: 3 clusters Score -90915.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -70003.757812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -70003.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68648.820312 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -68648.82 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69015.640625 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -69015.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69194.984375 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -69194.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69299.640625 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69299.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69355.851562 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -69355.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69390.859375 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69390.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69410.820312 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69410.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69455.312500 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69455.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69479.679688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69479.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69499.210938 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69499.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69527.828125 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69527.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69565.101562 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -69565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69578.421875 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -69578.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69578.421875 Penalty: 3220.151123
	Iteration 13F: 3 clusters Score -69578.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49744.648438 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49744.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49914.253906 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49914.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49963.152344 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49963.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49969.769531 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49969.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49976.007812 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49976.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49982.804688 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49988.000000 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49988.000000 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -49988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Entering Unmasked Estep 
Score: -2536767.500000 Penalty: 2464.488770
	Iteration 0F: 2 clusters Score -2536768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2522170.000000 Penalty: 4928.977539
	Iteration 0F: 3 clusters Score -2522170 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2527414.250000 Penalty: 4928.977539
	Iteration 1F: 3 clusters Score -2527414 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2528261.000000 Penalty: 4928.977539
	Iteration 2F: 3 clusters Score -2528261 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2529199.750000 Penalty: 4928.977539
	Iteration 3F: 3 clusters Score -2529200 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2530315.000000 Penalty: 4928.977539
	Iteration 4F: 3 clusters Score -2530315 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2531573.000000 Penalty: 4928.977539
	Iteration 5F: 3 clusters Score -2531573 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2532788.500000 Penalty: 4928.977539
	Iteration 6F: 3 clusters Score -2532788 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2533771.000000 Penalty: 4928.977539
	Iteration 7F: 3 clusters Score -2533771 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2534246.000000 Penalty: 4928.977539
	Iteration 8Q: 3 clusters Score -2534246 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2534466.000000 Penalty: 4928.977539
	Iteration 9Q: 3 clusters Score -2534466 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2534556.000000 Penalty: 4928.977539
	Iteration 10Q: 3 clusters Score -2534556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2534620.500000 Penalty: 4928.977539
	Iteration 11Q: 3 clusters Score -2534620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2534644.000000 Penalty: 4928.977539
	Iteration 12Q: 3 clusters Score -2534644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2534669.500000 Penalty: 4928.977539
	Iteration 13Q: 3 clusters Score -2534670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2534698.250000 Penalty: 4928.977539
	Iteration 14Q: 3 clusters Score -2534698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2534730.500000 Penalty: 4928.977539
	Iteration 15Q: 3 clusters Score -2534730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2534748.000000 Penalty: 4928.977539
	Iteration 16Q: 3 clusters Score -2534748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2534769.500000 Penalty: 4928.977539
	Iteration 17Q: 3 clusters Score -2534770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2534787.750000 Penalty: 4928.977539
	Iteration 18Q: 3 clusters Score -2534788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2534782.750000 Penalty: 4928.977539
	Iteration 19Q: 3 clusters Score -2534783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2534784.250000 Penalty: 4928.977539
	Iteration 20F: 3 clusters Score -2534784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2534799.500000 Penalty: 4928.977539
	Iteration 21Q: 3 clusters Score -2534800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2534813.250000 Penalty: 4928.977539
	Iteration 22Q: 3 clusters Score -2534813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2534814.250000 Penalty: 4928.977539
	Iteration 23Q: 3 clusters Score -2534814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2534820.500000 Penalty: 4928.977539
	Iteration 24Q: 3 clusters Score -2534820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2534822.750000 Penalty: 4928.977539
	Iteration 25Q: 3 clusters Score -2534823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2534825.000000 Penalty: 4928.977539
	Iteration 26Q: 3 clusters Score -2534825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2534834.000000 Penalty: 4928.977539
	Iteration 27Q: 3 clusters Score -2534834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2534834.750000 Penalty: 4928.977539
	Iteration 28Q: 3 clusters Score -2534835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2534831.250000 Penalty: 4928.977539
	Iteration 29Q: 3 clusters Score -2534831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2534842.500000 Penalty: 4928.977539
	Iteration 30Q: 3 clusters Score -2534842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2534841.000000 Penalty: 4928.977539
	Iteration 31Q: 3 clusters Score -2534841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2534835.750000 Penalty: 4928.977539
	Iteration 32Q: 3 clusters Score -2534836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2534839.250000 Penalty: 4928.977539
	Iteration 33Q: 3 clusters Score -2534839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2534842.500000 Penalty: 4928.977539
	Iteration 34Q: 3 clusters Score -2534842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2534846.000000 Penalty: 4928.977539
	Iteration 35Q: 3 clusters Score -2534846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2534848.500000 Penalty: 4928.977539
	Iteration 36Q: 3 clusters Score -2534848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2534850.250000 Penalty: 4928.977539
	Iteration 37Q: 3 clusters Score -2534850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2534852.000000 Penalty: 4928.977539
	Iteration 38Q: 3 clusters Score -2534852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2534852.000000 Penalty: 4928.977539
	Iteration 39Q: 3 clusters Score -2534852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2534848.250000 Penalty: 4928.977539
	Iteration 40F: 3 clusters Score -2534848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2534850.250000 Penalty: 4928.977539
	Iteration 41Q: 3 clusters Score -2534850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2534846.750000 Penalty: 4928.977539
	Iteration 42Q: 3 clusters Score -2534847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2534843.750000 Penalty: 4928.977539
	Iteration 43Q: 3 clusters Score -2534844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2534846.000000 Penalty: 4928.977539
	Iteration 44Q: 3 clusters Score -2534846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2534846.000000 Penalty: 4928.977539
	Iteration 45Q: 3 clusters Score -2534846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2534848.500000 Penalty: 4928.977539
	Iteration 46Q: 3 clusters Score -2534848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2534848.000000 Penalty: 4928.977539
	Iteration 47Q: 3 clusters Score -2534848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2534849.250000 Penalty: 4928.977539
	Iteration 48Q: 3 clusters Score -2534849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2534848.750000 Penalty: 4928.977539
	Iteration 49Q: 3 clusters Score -2534849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2534845.250000 Penalty: 4928.977539
	Iteration 50Q: 3 clusters Score -2534845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2534845.750000 Penalty: 4928.977539
	Iteration 51Q: 3 clusters Score -2534846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2534847.500000 Penalty: 4928.977539
	Iteration 52Q: 3 clusters Score -2534848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2534845.750000 Penalty: 4928.977539
	Iteration 53Q: 3 clusters Score -2534846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2534845.750000 Penalty: 4928.977539
	Iteration 54Q: 3 clusters Score -2534846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2534845.500000 Penalty: 4928.977539
	Iteration 55Q: 3 clusters Score -2534846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2534845.500000 Penalty: 4928.977539
	Iteration 56F: 3 clusters Score -2534846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -36607.996094 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -36608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35309.789062 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -35309.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35624.453125 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -35624.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35736.898438 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -35736.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35877.328125 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -35877.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36058.281250 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -36058.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36167.398438 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -36167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36217.917969 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -36217.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36270.855469 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -36270.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36321.152344 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -36321.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36393.644531 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -36393.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36416.023438 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -36416.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36431.437500 Penalty: 2950.225586
	Iteration 11F: 3 clusters Score -36431.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36473.601562 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -36473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36495.687500 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -36495.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36552.296875 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -36552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36555.855469 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -36555.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36560.148438 Penalty: 2950.225586
	Iteration 16F: 3 clusters Score -36560.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36594.078125 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -36594.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36648.484375 Penalty: 2950.225586
	Iteration 18Q: 3 clusters Score -36648.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36661.953125 Penalty: 2950.225586
	Iteration 19Q: 3 clusters Score -36661.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36661.953125 Penalty: 2950.225586
	Iteration 20F: 3 clusters Score -36661.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197461 members 
Mstep: Class 2 contains 52313 members 
Mstep: Class 3 contains 15756 members 
Mstep: Class 4 contains 15882 members 
Mstep: Class 5 contains 175682 members 
Mstep: Class 6 contains 41205 members 
Mstep: Class 7 contains 52002 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 181303 members 
Mstep: Class 11 contains 188461 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 23951 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 286859 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 251 members 
Mstep: Class 23 contains 132 members 
Entering Unmasked Estep 
Score: -166406288.000000 Penalty: 80372.445312
Splitting cluster 22 changes total score from -166408192.000000 to -166406288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197461 members 
Mstep: Class 2 contains 52313 members 
Mstep: Class 3 contains 15756 members 
Mstep: Class 4 contains 15882 members 
Mstep: Class 5 contains 175682 members 
Mstep: Class 6 contains 41205 members 
Mstep: Class 7 contains 52002 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 181303 members 
Mstep: Class 11 contains 188461 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 23951 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 286859 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408256.000000 Penalty: 76877.992188
Iteration 159Q: 23 clusters Score -1.664083e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197251 members 
Mstep: Class 2 contains 52313 members 
Mstep: Class 3 contains 15728 members 
Mstep: Class 4 contains 15888 members 
Mstep: Class 5 contains 175663 members 
Mstep: Class 6 contains 41202 members 
Mstep: Class 7 contains 51970 members 
Mstep: Class 8 contains 33048 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181282 members 
Mstep: Class 11 contains 188469 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 24392 members 
Mstep: Class 14 contains 22342 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 286748 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20695 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408240.000000 Penalty: 76877.992188
Iteration 160F: 23 clusters Score -1.664082e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197043 members 
Mstep: Class 2 contains 52318 members 
Mstep: Class 3 contains 15701 members 
Mstep: Class 4 contains 15900 members 
Mstep: Class 5 contains 175633 members 
Mstep: Class 6 contains 41197 members 
Mstep: Class 7 contains 51932 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181259 members 
Mstep: Class 11 contains 188432 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 24885 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 286619 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20699 members 
Mstep: Class 22 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408576.000000 Penalty: 76877.992188
Iteration 161Q: 23 clusters Score -1.664086e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 196788 members 
Mstep: Class 2 contains 52319 members 
Mstep: Class 3 contains 15674 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 175588 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 51904 members 
Mstep: Class 8 contains 33036 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181259 members 
Mstep: Class 11 contains 188420 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 25381 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 286512 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20701 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408448.000000 Penalty: 76877.992188
Iteration 162Q: 23 clusters Score -1.664084e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 52322 members 
Mstep: Class 3 contains 15640 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 175485 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 51893 members 
Mstep: Class 8 contains 33024 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181258 members 
Mstep: Class 11 contains 188436 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 25863 members 
Mstep: Class 14 contains 22312 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 286396 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408672.000000 Penalty: 76877.992188
Iteration 163Q: 23 clusters Score -1.664087e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 196329 members 
Mstep: Class 2 contains 52324 members 
Mstep: Class 3 contains 15599 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 175395 members 
Mstep: Class 6 contains 41163 members 
Mstep: Class 7 contains 51883 members 
Mstep: Class 8 contains 33013 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181284 members 
Mstep: Class 11 contains 188439 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 14 contains 22304 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 286258 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408912.000000 Penalty: 76877.992188
Iteration 164Q: 23 clusters Score -1.664089e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 196114 members 
Mstep: Class 2 contains 52326 members 
Mstep: Class 3 contains 15543 members 
Mstep: Class 4 contains 15933 members 
Mstep: Class 5 contains 175314 members 
Mstep: Class 6 contains 41152 members 
Mstep: Class 7 contains 51872 members 
Mstep: Class 8 contains 32997 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181339 members 
Mstep: Class 11 contains 188432 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 26879 members 
Mstep: Class 14 contains 22294 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 286085 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20711 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408944.000000 Penalty: 76877.992188
Iteration 165Q: 23 clusters Score -1.664089e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195858 members 
Mstep: Class 2 contains 52325 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 15950 members 
Mstep: Class 5 contains 175250 members 
Mstep: Class 6 contains 41137 members 
Mstep: Class 7 contains 51871 members 
Mstep: Class 8 contains 32993 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181382 members 
Mstep: Class 11 contains 188400 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 22285 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 285901 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20718 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408736.000000 Penalty: 76877.992188
Iteration 166Q: 23 clusters Score -1.664087e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195614 members 
Mstep: Class 2 contains 52326 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 15960 members 
Mstep: Class 5 contains 175218 members 
Mstep: Class 6 contains 41128 members 
Mstep: Class 7 contains 51867 members 
Mstep: Class 8 contains 32978 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181410 members 
Mstep: Class 11 contains 188386 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 27987 members 
Mstep: Class 14 contains 22276 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 285683 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408800.000000 Penalty: 76877.992188
Iteration 167Q: 23 clusters Score -1.664088e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 52329 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 175197 members 
Mstep: Class 6 contains 41104 members 
Mstep: Class 7 contains 51872 members 
Mstep: Class 8 contains 32967 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181397 members 
Mstep: Class 11 contains 188382 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 28530 members 
Mstep: Class 14 contains 22263 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 285477 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20721 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408976.000000 Penalty: 76877.992188
Iteration 168Q: 23 clusters Score -1.66409e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 52332 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 175166 members 
Mstep: Class 6 contains 41075 members 
Mstep: Class 7 contains 51869 members 
Mstep: Class 8 contains 32972 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181397 members 
Mstep: Class 11 contains 188349 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 29110 members 
Mstep: Class 14 contains 22249 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 285262 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20722 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409072.000000 Penalty: 76877.992188
Iteration 169Q: 23 clusters Score -1.664091e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195036 members 
Mstep: Class 2 contains 52335 members 
Mstep: Class 3 contains 15251 members 
Mstep: Class 4 contains 15976 members 
Mstep: Class 5 contains 175187 members 
Mstep: Class 6 contains 41050 members 
Mstep: Class 7 contains 51859 members 
Mstep: Class 8 contains 32959 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181347 members 
Mstep: Class 11 contains 188332 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 29635 members 
Mstep: Class 14 contains 22239 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 285067 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409248.000000 Penalty: 76877.992188
Iteration 170Q: 23 clusters Score -1.664092e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 52335 members 
Mstep: Class 3 contains 15178 members 
Mstep: Class 4 contains 15974 members 
Mstep: Class 5 contains 175189 members 
Mstep: Class 6 contains 41038 members 
Mstep: Class 7 contains 51854 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 181294 members 
Mstep: Class 11 contains 188307 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 30166 members 
Mstep: Class 14 contains 22233 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 284883 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20717 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409168.000000 Penalty: 76877.992188
Iteration 171Q: 23 clusters Score -1.664092e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 52338 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 15985 members 
Mstep: Class 5 contains 175180 members 
Mstep: Class 6 contains 41024 members 
Mstep: Class 7 contains 51865 members 
Mstep: Class 8 contains 32932 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 181227 members 
Mstep: Class 11 contains 188293 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 30666 members 
Mstep: Class 14 contains 22218 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 284711 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20714 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409120.000000 Penalty: 76877.992188
Iteration 172Q: 23 clusters Score -1.664091e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 52336 members 
Mstep: Class 3 contains 15045 members 
Mstep: Class 4 contains 15982 members 
Mstep: Class 5 contains 175153 members 
Mstep: Class 6 contains 41002 members 
Mstep: Class 7 contains 51866 members 
Mstep: Class 8 contains 32919 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 181185 members 
Mstep: Class 11 contains 188272 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 31190 members 
Mstep: Class 14 contains 22190 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 284561 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408896.000000 Penalty: 76877.992188
Iteration 173Q: 23 clusters Score -1.664089e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194489 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 15976 members 
Mstep: Class 5 contains 175138 members 
Mstep: Class 6 contains 40976 members 
Mstep: Class 7 contains 51871 members 
Mstep: Class 8 contains 32888 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 181110 members 
Mstep: Class 11 contains 188255 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 31704 members 
Mstep: Class 14 contains 22170 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 284391 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408656.000000 Penalty: 76877.992188
Iteration 174Q: 23 clusters Score -1.664087e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194392 members 
Mstep: Class 2 contains 52341 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 15976 members 
Mstep: Class 5 contains 175085 members 
Mstep: Class 6 contains 40948 members 
Mstep: Class 7 contains 51874 members 
Mstep: Class 8 contains 32865 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181073 members 
Mstep: Class 11 contains 188241 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 32260 members 
Mstep: Class 14 contains 22147 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 284152 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20705 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408352.000000 Penalty: 76877.992188
Iteration 175Q: 23 clusters Score -1.664084e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194291 members 
Mstep: Class 2 contains 52341 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 15967 members 
Mstep: Class 5 contains 175075 members 
Mstep: Class 6 contains 40923 members 
Mstep: Class 7 contains 51882 members 
Mstep: Class 8 contains 32848 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 181048 members 
Mstep: Class 11 contains 188210 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 32830 members 
Mstep: Class 14 contains 22134 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 283853 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408400.000000 Penalty: 76877.992188
Iteration 176Q: 23 clusters Score -1.664084e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194222 members 
Mstep: Class 2 contains 52320 members 
Mstep: Class 3 contains 14827 members 
Mstep: Class 4 contains 15954 members 
Mstep: Class 5 contains 175053 members 
Mstep: Class 6 contains 40910 members 
Mstep: Class 7 contains 51879 members 
Mstep: Class 8 contains 32831 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 181047 members 
Mstep: Class 11 contains 188196 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 33394 members 
Mstep: Class 14 contains 22119 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 283535 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20707 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408560.000000 Penalty: 76877.992188
Iteration 177Q: 23 clusters Score -1.664086e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 15938 members 
Mstep: Class 5 contains 174985 members 
Mstep: Class 6 contains 40893 members 
Mstep: Class 7 contains 51886 members 
Mstep: Class 8 contains 32820 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 181075 members 
Mstep: Class 11 contains 188156 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 33935 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 283239 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408400.000000 Penalty: 76877.992188
Iteration 178Q: 23 clusters Score -1.664084e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194183 members 
Mstep: Class 2 contains 52312 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 15916 members 
Mstep: Class 5 contains 174951 members 
Mstep: Class 6 contains 40882 members 
Mstep: Class 7 contains 51893 members 
Mstep: Class 8 contains 32814 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 181064 members 
Mstep: Class 11 contains 188108 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 14 contains 22091 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 282931 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 23 clusters Score -1.664081e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194138 members 
Mstep: Class 2 contains 52317 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 15900 members 
Mstep: Class 5 contains 174909 members 
Mstep: Class 6 contains 40875 members 
Mstep: Class 7 contains 51925 members 
Mstep: Class 8 contains 32802 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 181003 members 
Mstep: Class 11 contains 188048 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 34982 members 
Mstep: Class 14 contains 22084 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 282683 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408128.000000 Penalty: 76877.992188
Iteration 180F: 23 clusters Score -1.664081e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 194082 members 
Mstep: Class 2 contains 52321 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 15888 members 
Mstep: Class 5 contains 174847 members 
Mstep: Class 6 contains 40872 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 32782 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 180939 members 
Mstep: Class 11 contains 187957 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 35566 members 
Mstep: Class 14 contains 22075 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 282441 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20675 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.664082e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193981 members 
Mstep: Class 2 contains 52332 members 
Mstep: Class 3 contains 14512 members 
Mstep: Class 4 contains 15874 members 
Mstep: Class 5 contains 174821 members 
Mstep: Class 6 contains 40883 members 
Mstep: Class 7 contains 52012 members 
Mstep: Class 8 contains 32771 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 180883 members 
Mstep: Class 11 contains 187882 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 36184 members 
Mstep: Class 14 contains 22053 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 282142 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20663 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.664084e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193919 members 
Mstep: Class 2 contains 52359 members 
Mstep: Class 3 contains 14443 members 
Mstep: Class 4 contains 15859 members 
Mstep: Class 5 contains 174786 members 
Mstep: Class 6 contains 40874 members 
Mstep: Class 7 contains 52044 members 
Mstep: Class 8 contains 32760 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 180809 members 
Mstep: Class 11 contains 187811 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 36822 members 
Mstep: Class 14 contains 22030 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 281827 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20653 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.664083e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193875 members 
Mstep: Class 2 contains 52391 members 
Mstep: Class 3 contains 14374 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 174758 members 
Mstep: Class 6 contains 40869 members 
Mstep: Class 7 contains 52082 members 
Mstep: Class 8 contains 32749 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 180700 members 
Mstep: Class 11 contains 187770 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 37454 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 281501 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20635 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.664084e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193761 members 
Mstep: Class 2 contains 52423 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 174737 members 
Mstep: Class 6 contains 40869 members 
Mstep: Class 7 contains 52101 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 180587 members 
Mstep: Class 11 contains 187736 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 38109 members 
Mstep: Class 14 contains 21972 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 281224 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20615 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -1.664086e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 52449 members 
Mstep: Class 3 contains 14228 members 
Mstep: Class 4 contains 15822 members 
Mstep: Class 5 contains 174686 members 
Mstep: Class 6 contains 40861 members 
Mstep: Class 7 contains 52129 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 180499 members 
Mstep: Class 11 contains 187708 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 21935 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 280855 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20590 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408528.000000 Penalty: 76877.992188
Iteration 186Q: 23 clusters Score -1.664085e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 52474 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 174650 members 
Mstep: Class 6 contains 40836 members 
Mstep: Class 7 contains 52165 members 
Mstep: Class 8 contains 32706 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 180362 members 
Mstep: Class 11 contains 187649 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 280466 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20571 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408240.000000 Penalty: 76877.992188
Iteration 187Q: 23 clusters Score -1.664082e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193488 members 
Mstep: Class 2 contains 52508 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 15786 members 
Mstep: Class 5 contains 174637 members 
Mstep: Class 6 contains 40806 members 
Mstep: Class 7 contains 52198 members 
Mstep: Class 8 contains 32700 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 180324 members 
Mstep: Class 11 contains 187552 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 21872 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 280119 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20544 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408128.000000 Penalty: 76877.992188
Iteration 188Q: 23 clusters Score -1.664081e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193329 members 
Mstep: Class 2 contains 52558 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 174613 members 
Mstep: Class 6 contains 40793 members 
Mstep: Class 7 contains 52234 members 
Mstep: Class 8 contains 32697 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 180271 members 
Mstep: Class 11 contains 187444 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 41203 members 
Mstep: Class 14 contains 21847 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 279721 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20524 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408192.000000 Penalty: 76877.992188
Iteration 189Q: 23 clusters Score -1.664082e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 52642 members 
Mstep: Class 3 contains 13907 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 174535 members 
Mstep: Class 6 contains 40775 members 
Mstep: Class 7 contains 52257 members 
Mstep: Class 8 contains 32682 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 180201 members 
Mstep: Class 11 contains 187383 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 21824 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 279313 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20489 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408080.000000 Penalty: 76877.992188
Iteration 190Q: 23 clusters Score -1.664081e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193061 members 
Mstep: Class 2 contains 52741 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 15707 members 
Mstep: Class 5 contains 174418 members 
Mstep: Class 6 contains 40754 members 
Mstep: Class 7 contains 52278 members 
Mstep: Class 8 contains 32680 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 180175 members 
Mstep: Class 11 contains 187298 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 42953 members 
Mstep: Class 14 contains 21799 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 278853 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408272.000000 Penalty: 76877.992188
Iteration 191Q: 23 clusters Score -1.664083e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193018 members 
Mstep: Class 2 contains 52867 members 
Mstep: Class 3 contains 13735 members 
Mstep: Class 4 contains 15665 members 
Mstep: Class 5 contains 174295 members 
Mstep: Class 6 contains 40726 members 
Mstep: Class 7 contains 52294 members 
Mstep: Class 8 contains 32687 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 180110 members 
Mstep: Class 11 contains 187205 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 43884 members 
Mstep: Class 14 contains 21772 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 278353 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20377 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408336.000000 Penalty: 76877.992188
Iteration 192Q: 23 clusters Score -1.664083e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192970 members 
Mstep: Class 2 contains 53017 members 
Mstep: Class 3 contains 13646 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 174135 members 
Mstep: Class 6 contains 40713 members 
Mstep: Class 7 contains 52330 members 
Mstep: Class 8 contains 32680 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 180055 members 
Mstep: Class 11 contains 187152 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 44828 members 
Mstep: Class 14 contains 21741 members 
Mstep: Class 15 contains 4504 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 277797 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20295 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408448.000000 Penalty: 76877.992188
Iteration 193Q: 23 clusters Score -1.664084e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192943 members 
Mstep: Class 2 contains 53168 members 
Mstep: Class 3 contains 13534 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 173979 members 
Mstep: Class 6 contains 40706 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 32699 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 179973 members 
Mstep: Class 11 contains 187075 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 45804 members 
Mstep: Class 14 contains 21718 members 
Mstep: Class 15 contains 4504 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 277203 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20215 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408944.000000 Penalty: 76877.992188
Iteration 194Q: 23 clusters Score -1.664089e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 53330 members 
Mstep: Class 3 contains 13425 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 173806 members 
Mstep: Class 6 contains 40705 members 
Mstep: Class 7 contains 52411 members 
Mstep: Class 8 contains 32717 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 179913 members 
Mstep: Class 11 contains 187010 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 46780 members 
Mstep: Class 14 contains 21686 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 276627 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20122 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408560.000000 Penalty: 76877.992188
Iteration 195Q: 23 clusters Score -1.664086e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192891 members 
Mstep: Class 2 contains 53517 members 
Mstep: Class 3 contains 13297 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 173677 members 
Mstep: Class 6 contains 40652 members 
Mstep: Class 7 contains 52470 members 
Mstep: Class 8 contains 32751 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 179863 members 
Mstep: Class 11 contains 186863 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 47836 members 
Mstep: Class 14 contains 21646 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 275979 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 20009 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408976.000000 Penalty: 76877.992188
Iteration 196Q: 23 clusters Score -1.66409e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192814 members 
Mstep: Class 2 contains 53729 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 15498 members 
Mstep: Class 5 contains 173572 members 
Mstep: Class 6 contains 40629 members 
Mstep: Class 7 contains 52520 members 
Mstep: Class 8 contains 32763 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 179819 members 
Mstep: Class 11 contains 186749 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 48922 members 
Mstep: Class 14 contains 21611 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 275285 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409168.000000 Penalty: 76877.992188
Iteration 197Q: 23 clusters Score -1.664092e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192761 members 
Mstep: Class 2 contains 53978 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 4 contains 15451 members 
Mstep: Class 5 contains 173419 members 
Mstep: Class 6 contains 40612 members 
Mstep: Class 7 contains 52599 members 
Mstep: Class 8 contains 32759 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 179761 members 
Mstep: Class 11 contains 186631 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 50052 members 
Mstep: Class 14 contains 21578 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 274574 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19742 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409552.000000 Penalty: 76877.992188
Iteration 198Q: 23 clusters Score -1.664096e+08 nChanged 4355
Entering ConstructFrom: 
Score: -166409552.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (192751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192751 members 
Entering Unmasked Estep 
Score: -24768030.000000 Penalty: 3017.950195
	Iteration 0F: 2 clusters Score -2.476803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -24642796.000000 Penalty: 6035.900391
	Iteration 0F: 3 clusters Score -2.46428e+07 nChanged 92580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -24696200.000000 Penalty: 6035.900391
	Iteration 1F: 3 clusters Score -2.46962e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -24697468.000000 Penalty: 6035.900391
	Iteration 2Q: 3 clusters Score -2.469747e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -24699230.000000 Penalty: 6035.900391
	Iteration 3Q: 3 clusters Score -2.469923e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -24702274.000000 Penalty: 6035.900391
	Iteration 4Q: 3 clusters Score -2.470227e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -24707372.000000 Penalty: 6035.900391
	Iteration 5F: 3 clusters Score -2.470737e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126084 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -24715490.000000 Penalty: 6035.900391
	Iteration 6F: 3 clusters Score -2.471549e+07 nChanged 15606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138972 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -24728010.000000 Penalty: 6035.900391
	Iteration 7F: 3 clusters Score -2.472801e+07 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -24742076.000000 Penalty: 6035.900391
	Iteration 8F: 3 clusters Score -2.474208e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -24753700.000000 Penalty: 6035.900391
	Iteration 9F: 3 clusters Score -2.47537e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -24761082.000000 Penalty: 6035.900391
	Iteration 10Q: 3 clusters Score -2.476108e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -24764158.000000 Penalty: 6035.900391
	Iteration 11Q: 3 clusters Score -2.476416e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175936 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -24765570.000000 Penalty: 6035.900391
	Iteration 12Q: 3 clusters Score -2.476557e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178518 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -24766146.000000 Penalty: 6035.900391
	Iteration 13Q: 3 clusters Score -2.476615e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180756 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -24766536.000000 Penalty: 6035.900391
	Iteration 14Q: 3 clusters Score -2.476654e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182686 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -24766852.000000 Penalty: 6035.900391
	Iteration 15Q: 3 clusters Score -2.476685e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184324 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -24767056.000000 Penalty: 6035.900391
	Iteration 16Q: 3 clusters Score -2.476706e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185687 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -24767224.000000 Penalty: 6035.900391
	Iteration 17Q: 3 clusters Score -2.476722e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186790 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -24767332.000000 Penalty: 6035.900391
	Iteration 18Q: 3 clusters Score -2.476733e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -24767398.000000 Penalty: 6035.900391
	Iteration 19Q: 3 clusters Score -2.47674e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -24767416.000000 Penalty: 6035.900391
	Iteration 20F: 3 clusters Score -2.476742e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -24767392.000000 Penalty: 6035.900391
	Iteration 21Q: 3 clusters Score -2.476739e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -24767374.000000 Penalty: 6035.900391
	Iteration 22Q: 3 clusters Score -2.476737e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189484 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -24767360.000000 Penalty: 6035.900391
	Iteration 23Q: 3 clusters Score -2.476736e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189764 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -24767356.000000 Penalty: 6035.900391
	Iteration 24Q: 3 clusters Score -2.476736e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190005 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -24767250.000000 Penalty: 6035.900391
	Iteration 25Q: 3 clusters Score -2.476725e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190199 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -24767168.000000 Penalty: 6035.900391
	Iteration 26Q: 3 clusters Score -2.476717e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190358 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24767182.000000 Penalty: 6035.900391
	Iteration 27Q: 3 clusters Score -2.476718e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190478 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24767136.000000 Penalty: 6035.900391
	Iteration 28Q: 3 clusters Score -2.476714e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190574 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -24767102.000000 Penalty: 6035.900391
	Iteration 29Q: 3 clusters Score -2.47671e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -24767076.000000 Penalty: 6035.900391
	Iteration 30Q: 3 clusters Score -2.476708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190717 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -24767080.000000 Penalty: 6035.900391
	Iteration 31Q: 3 clusters Score -2.476708e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190777 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24767018.000000 Penalty: 6035.900391
	Iteration 32Q: 3 clusters Score -2.476702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190824 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -24766988.000000 Penalty: 6035.900391
	Iteration 33Q: 3 clusters Score -2.476699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190862 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -24766968.000000 Penalty: 6035.900391
	Iteration 34Q: 3 clusters Score -2.476697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190910 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24766956.000000 Penalty: 6035.900391
	Iteration 35Q: 3 clusters Score -2.476696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -24766926.000000 Penalty: 6035.900391
	Iteration 36Q: 3 clusters Score -2.476693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190958 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -24766898.000000 Penalty: 6035.900391
	Iteration 37Q: 3 clusters Score -2.47669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -24766880.000000 Penalty: 6035.900391
	Iteration 38Q: 3 clusters Score -2.476688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -24766862.000000 Penalty: 6035.900391
	Iteration 39Q: 3 clusters Score -2.476686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191017 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -24766874.000000 Penalty: 6035.900391
	Iteration 40F: 3 clusters Score -2.476687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -24766888.000000 Penalty: 6035.900391
	Iteration 41Q: 3 clusters Score -2.476689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191043 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -24766898.000000 Penalty: 6035.900391
	Iteration 42Q: 3 clusters Score -2.47669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191048 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -24766900.000000 Penalty: 6035.900391
	Iteration 43Q: 3 clusters Score -2.47669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191058 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -24766886.000000 Penalty: 6035.900391
	Iteration 44Q: 3 clusters Score -2.476689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191072 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24766884.000000 Penalty: 6035.900391
	Iteration 45Q: 3 clusters Score -2.476688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24766890.000000 Penalty: 6035.900391
	Iteration 46Q: 3 clusters Score -2.476689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191097 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -24766890.000000 Penalty: 6035.900391
	Iteration 47Q: 3 clusters Score -2.476689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191113 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24766878.000000 Penalty: 6035.900391
	Iteration 48Q: 3 clusters Score -2.476688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191124 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -24766862.000000 Penalty: 6035.900391
	Iteration 49Q: 3 clusters Score -2.476686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191130 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24766868.000000 Penalty: 6035.900391
	Iteration 50Q: 3 clusters Score -2.476687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191137 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24766868.000000 Penalty: 6035.900391
	Iteration 51Q: 3 clusters Score -2.476687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24766860.000000 Penalty: 6035.900391
	Iteration 52Q: 3 clusters Score -2.476686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24766850.000000 Penalty: 6035.900391
	Iteration 53Q: 3 clusters Score -2.476685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24766850.000000 Penalty: 6035.900391
	Iteration 54F: 3 clusters Score -2.476685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Entering Unmasked Estep 
Score: -6835129.500000 Penalty: 2703.792480
	Iteration 0F: 2 clusters Score -6835130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6798750.000000 Penalty: 5407.584961
	Iteration 0F: 3 clusters Score -6798750 nChanged 25021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -6812638.000000 Penalty: 5407.584961
	Iteration 1F: 3 clusters Score -6812638 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6813346.500000 Penalty: 5407.584961
	Iteration 2Q: 3 clusters Score -6813346 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6814175.500000 Penalty: 5407.584961
	Iteration 3Q: 3 clusters Score -6814176 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -6815303.000000 Penalty: 5407.584961
	Iteration 4Q: 3 clusters Score -6815303 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -6816884.000000 Penalty: 5407.584961
	Iteration 5F: 3 clusters Score -6816884 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -6819073.500000 Penalty: 5407.584961
	Iteration 6F: 3 clusters Score -6819074 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6822167.500000 Penalty: 5407.584961
	Iteration 7F: 3 clusters Score -6822168 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -6825975.000000 Penalty: 5407.584961
	Iteration 8F: 3 clusters Score -6825975 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6829316.000000 Penalty: 5407.584961
	Iteration 9F: 3 clusters Score -6829316 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6831381.500000 Penalty: 5407.584961
	Iteration 10Q: 3 clusters Score -6831382 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6832224.500000 Penalty: 5407.584961
	Iteration 11Q: 3 clusters Score -6832224 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6832536.500000 Penalty: 5407.584961
	Iteration 12Q: 3 clusters Score -6832536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6832685.000000 Penalty: 5407.584961
	Iteration 13Q: 3 clusters Score -6832685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6832744.000000 Penalty: 5407.584961
	Iteration 14Q: 3 clusters Score -6832744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6832785.000000 Penalty: 5407.584961
	Iteration 15Q: 3 clusters Score -6832785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6832803.000000 Penalty: 5407.584961
	Iteration 16Q: 3 clusters Score -6832803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6832804.000000 Penalty: 5407.584961
	Iteration 17Q: 3 clusters Score -6832804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6832816.500000 Penalty: 5407.584961
	Iteration 18Q: 3 clusters Score -6832816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6832821.500000 Penalty: 5407.584961
	Iteration 19Q: 3 clusters Score -6832822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6832823.500000 Penalty: 5407.584961
	Iteration 20F: 3 clusters Score -6832824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6832830.000000 Penalty: 5407.584961
	Iteration 21Q: 3 clusters Score -6832830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6832825.500000 Penalty: 5407.584961
	Iteration 22Q: 3 clusters Score -6832826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6832825.500000 Penalty: 5407.584961
	Iteration 23F: 3 clusters Score -6832826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1684464.000000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -1684464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1674912.250000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -1674912 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1677737.375000 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -1677737 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1678009.250000 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -1678009 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1678185.000000 Penalty: 4695.898926
	Iteration 3Q: 3 clusters Score -1678185 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1678332.625000 Penalty: 4695.898926
	Iteration 4Q: 3 clusters Score -1678333 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1678480.125000 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -1678480 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1678618.000000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -1678618 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1678763.625000 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -1678764 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1678943.875000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -1678944 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1679162.625000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -1679163 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1679449.375000 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -1679449 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1679814.875000 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -1679815 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1680260.375000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -1680260 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1680744.375000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -1680744 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1681216.125000 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -1681216 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1681574.375000 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -1681574 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1681878.500000 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -1681878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1682061.625000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -1682062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1682185.750000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -1682186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1682261.000000 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -1682261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1682308.750000 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -1682309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1682345.375000 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -1682345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1682369.250000 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -1682369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1682378.375000 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -1682378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1682386.375000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -1682386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1682397.625000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -1682398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1682404.000000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -1682404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1682410.000000 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -1682410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1682415.875000 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -1682416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1682425.500000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -1682426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1682433.625000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -1682434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1682436.625000 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -1682437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1682436.625000 Penalty: 4695.898926
	Iteration 32F: 3 clusters Score -1682437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Entering Unmasked Estep 
Score: -1903108.750000 Penalty: 2391.294922
	Iteration 0F: 2 clusters Score -1903109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1891990.500000 Penalty: 4782.589844
	Iteration 0F: 3 clusters Score -1891990 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1895526.375000 Penalty: 4782.589844
	Iteration 1F: 3 clusters Score -1895526 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1896022.500000 Penalty: 4782.589844
	Iteration 2F: 3 clusters Score -1896022 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1896541.500000 Penalty: 4782.589844
	Iteration 3F: 3 clusters Score -1896542 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1897132.875000 Penalty: 4782.589844
	Iteration 4F: 3 clusters Score -1897133 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1897862.500000 Penalty: 4782.589844
	Iteration 5F: 3 clusters Score -1897862 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1898770.750000 Penalty: 4782.589844
	Iteration 6F: 3 clusters Score -1898771 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1899652.500000 Penalty: 4782.589844
	Iteration 7F: 3 clusters Score -1899652 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1900430.125000 Penalty: 4782.589844
	Iteration 8F: 3 clusters Score -1900430 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1900951.250000 Penalty: 4782.589844
	Iteration 9Q: 3 clusters Score -1900951 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1901281.000000 Penalty: 4782.589844
	Iteration 10Q: 3 clusters Score -1901281 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1901474.250000 Penalty: 4782.589844
	Iteration 11Q: 3 clusters Score -1901474 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1901645.625000 Penalty: 4782.589844
	Iteration 12Q: 3 clusters Score -1901646 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1901736.875000 Penalty: 4782.589844
	Iteration 13Q: 3 clusters Score -1901737 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1901781.625000 Penalty: 4782.589844
	Iteration 14Q: 3 clusters Score -1901782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1901826.375000 Penalty: 4782.589844
	Iteration 15Q: 3 clusters Score -1901826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1901861.500000 Penalty: 4782.589844
	Iteration 16Q: 3 clusters Score -1901862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1901887.375000 Penalty: 4782.589844
	Iteration 17Q: 3 clusters Score -1901887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1901914.875000 Penalty: 4782.589844
	Iteration 18Q: 3 clusters Score -1901915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1901933.875000 Penalty: 4782.589844
	Iteration 19Q: 3 clusters Score -1901934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1901942.125000 Penalty: 4782.589844
	Iteration 20F: 3 clusters Score -1901942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1901944.000000 Penalty: 4782.589844
	Iteration 21Q: 3 clusters Score -1901944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1901947.625000 Penalty: 4782.589844
	Iteration 22Q: 3 clusters Score -1901948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1901950.625000 Penalty: 4782.589844
	Iteration 23Q: 3 clusters Score -1901951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1901956.250000 Penalty: 4782.589844
	Iteration 24Q: 3 clusters Score -1901956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1901960.750000 Penalty: 4782.589844
	Iteration 25Q: 3 clusters Score -1901961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1901957.875000 Penalty: 4782.589844
	Iteration 26Q: 3 clusters Score -1901958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1901959.875000 Penalty: 4782.589844
	Iteration 27Q: 3 clusters Score -1901960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1901963.875000 Penalty: 4782.589844
	Iteration 28Q: 3 clusters Score -1901964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1901964.625000 Penalty: 4782.589844
	Iteration 29Q: 3 clusters Score -1901965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1901963.125000 Penalty: 4782.589844
	Iteration 30Q: 3 clusters Score -1901963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1901964.750000 Penalty: 4782.589844
	Iteration 31Q: 3 clusters Score -1901965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1901964.125000 Penalty: 4782.589844
	Iteration 32Q: 3 clusters Score -1901964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1901966.125000 Penalty: 4782.589844
	Iteration 33Q: 3 clusters Score -1901966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1901968.625000 Penalty: 4782.589844
	Iteration 34Q: 3 clusters Score -1901969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1901968.500000 Penalty: 4782.589844
	Iteration 35Q: 3 clusters Score -1901968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1901970.875000 Penalty: 4782.589844
	Iteration 36Q: 3 clusters Score -1901971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1901971.000000 Penalty: 4782.589844
	Iteration 37Q: 3 clusters Score -1901971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1901972.000000 Penalty: 4782.589844
	Iteration 38Q: 3 clusters Score -1901972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1901975.750000 Penalty: 4782.589844
	Iteration 39Q: 3 clusters Score -1901976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1901974.625000 Penalty: 4782.589844
	Iteration 40F: 3 clusters Score -1901975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1901973.750000 Penalty: 4782.589844
	Iteration 41Q: 3 clusters Score -1901974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1901979.250000 Penalty: 4782.589844
	Iteration 42Q: 3 clusters Score -1901979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1901979.125000 Penalty: 4782.589844
	Iteration 43Q: 3 clusters Score -1901979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1901980.875000 Penalty: 4782.589844
	Iteration 44Q: 3 clusters Score -1901981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1901980.625000 Penalty: 4782.589844
	Iteration 45Q: 3 clusters Score -1901981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1901979.250000 Penalty: 4782.589844
	Iteration 46Q: 3 clusters Score -1901979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1901983.625000 Penalty: 4782.589844
	Iteration 47Q: 3 clusters Score -1901984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1901987.000000 Penalty: 4782.589844
	Iteration 48Q: 3 clusters Score -1901987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1901988.250000 Penalty: 4782.589844
	Iteration 49Q: 3 clusters Score -1901988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1901986.500000 Penalty: 4782.589844
	Iteration 50Q: 3 clusters Score -1901986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1901986.500000 Penalty: 4782.589844
	Iteration 51F: 3 clusters Score -1901986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173261 members 
Entering Unmasked Estep 
Score: -22449146.000000 Penalty: 2991.513428
	Iteration 0F: 2 clusters Score -2.244915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -22335824.000000 Penalty: 5983.026855
	Iteration 0F: 3 clusters Score -2.233582e+07 nChanged 83126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -22384134.000000 Penalty: 5983.026855
	Iteration 1F: 3 clusters Score -2.238413e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -22385278.000000 Penalty: 5983.026855
	Iteration 2Q: 3 clusters Score -2.238528e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -22386820.000000 Penalty: 5983.026855
	Iteration 3Q: 3 clusters Score -2.238682e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -22388586.000000 Penalty: 5983.026855
	Iteration 4Q: 3 clusters Score -2.238859e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -22391718.000000 Penalty: 5983.026855
	Iteration 5Q: 3 clusters Score -2.239172e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -22396738.000000 Penalty: 5983.026855
	Iteration 6F: 3 clusters Score -2.239674e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -22404574.000000 Penalty: 5983.026855
	Iteration 7F: 3 clusters Score -2.240457e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -22415150.000000 Penalty: 5983.026855
	Iteration 8F: 3 clusters Score -2.241515e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -22426330.000000 Penalty: 5983.026855
	Iteration 9F: 3 clusters Score -2.242633e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -22434716.000000 Penalty: 5983.026855
	Iteration 10F: 3 clusters Score -2.243472e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -22439808.000000 Penalty: 5983.026855
	Iteration 11Q: 3 clusters Score -2.243981e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -22442468.000000 Penalty: 5983.026855
	Iteration 12Q: 3 clusters Score -2.244247e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161945 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -22443906.000000 Penalty: 5983.026855
	Iteration 13Q: 3 clusters Score -2.244391e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -22444700.000000 Penalty: 5983.026855
	Iteration 14Q: 3 clusters Score -2.24447e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -22445340.000000 Penalty: 5983.026855
	Iteration 15Q: 3 clusters Score -2.244534e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -22445620.000000 Penalty: 5983.026855
	Iteration 16Q: 3 clusters Score -2.244562e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -22445900.000000 Penalty: 5983.026855
	Iteration 17Q: 3 clusters Score -2.24459e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -22446124.000000 Penalty: 5983.026855
	Iteration 18Q: 3 clusters Score -2.244612e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -22446288.000000 Penalty: 5983.026855
	Iteration 19Q: 3 clusters Score -2.244629e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22446448.000000 Penalty: 5983.026855
	Iteration 20F: 3 clusters Score -2.244645e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -22446584.000000 Penalty: 5983.026855
	Iteration 21Q: 3 clusters Score -2.244658e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22446726.000000 Penalty: 5983.026855
	Iteration 22Q: 3 clusters Score -2.244673e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170190 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -22446792.000000 Penalty: 5983.026855
	Iteration 23Q: 3 clusters Score -2.244679e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22446840.000000 Penalty: 5983.026855
	Iteration 24Q: 3 clusters Score -2.244684e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22446910.000000 Penalty: 5983.026855
	Iteration 25Q: 3 clusters Score -2.244691e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22447002.000000 Penalty: 5983.026855
	Iteration 26Q: 3 clusters Score -2.2447e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -22446992.000000 Penalty: 5983.026855
	Iteration 27Q: 3 clusters Score -2.244699e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22447028.000000 Penalty: 5983.026855
	Iteration 28Q: 3 clusters Score -2.244703e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171478 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -22447026.000000 Penalty: 5983.026855
	Iteration 29Q: 3 clusters Score -2.244703e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22447048.000000 Penalty: 5983.026855
	Iteration 30Q: 3 clusters Score -2.244705e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22447096.000000 Penalty: 5983.026855
	Iteration 31Q: 3 clusters Score -2.24471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22447102.000000 Penalty: 5983.026855
	Iteration 32Q: 3 clusters Score -2.24471e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22447098.000000 Penalty: 5983.026855
	Iteration 33Q: 3 clusters Score -2.24471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22447092.000000 Penalty: 5983.026855
	Iteration 34Q: 3 clusters Score -2.244709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22447088.000000 Penalty: 5983.026855
	Iteration 35Q: 3 clusters Score -2.244709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22447092.000000 Penalty: 5983.026855
	Iteration 36Q: 3 clusters Score -2.244709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22447094.000000 Penalty: 5983.026855
	Iteration 37Q: 3 clusters Score -2.244709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22447092.000000 Penalty: 5983.026855
	Iteration 38Q: 3 clusters Score -2.244709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22447108.000000 Penalty: 5983.026855
	Iteration 39Q: 3 clusters Score -2.244711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22447134.000000 Penalty: 5983.026855
	Iteration 40F: 3 clusters Score -2.244713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22447114.000000 Penalty: 5983.026855
	Iteration 41Q: 3 clusters Score -2.244711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22447128.000000 Penalty: 5983.026855
	Iteration 42Q: 3 clusters Score -2.244713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22447112.000000 Penalty: 5983.026855
	Iteration 43Q: 3 clusters Score -2.244711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171924 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22447122.000000 Penalty: 5983.026855
	Iteration 44Q: 3 clusters Score -2.244712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22447110.000000 Penalty: 5983.026855
	Iteration 45Q: 3 clusters Score -2.244711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22447100.000000 Penalty: 5983.026855
	Iteration 46Q: 3 clusters Score -2.24471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22447124.000000 Penalty: 5983.026855
	Iteration 47Q: 3 clusters Score -2.244712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22447124.000000 Penalty: 5983.026855
	Iteration 48Q: 3 clusters Score -2.244712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171958 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22447126.000000 Penalty: 5983.026855
	Iteration 49Q: 3 clusters Score -2.244713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22447138.000000 Penalty: 5983.026855
	Iteration 50Q: 3 clusters Score -2.244714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22447140.000000 Penalty: 5983.026855
	Iteration 51Q: 3 clusters Score -2.244714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22447142.000000 Penalty: 5983.026855
	Iteration 52Q: 3 clusters Score -2.244714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22447162.000000 Penalty: 5983.026855
	Iteration 53Q: 3 clusters Score -2.244716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22447146.000000 Penalty: 5983.026855
	Iteration 54Q: 3 clusters Score -2.244715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22447150.000000 Penalty: 5983.026855
	Iteration 55Q: 3 clusters Score -2.244715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22447132.000000 Penalty: 5983.026855
	Iteration 56Q: 3 clusters Score -2.244713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172030 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22447138.000000 Penalty: 5983.026855
	Iteration 57Q: 3 clusters Score -2.244714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22447142.000000 Penalty: 5983.026855
	Iteration 58Q: 3 clusters Score -2.244714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22447142.000000 Penalty: 5983.026855
	Iteration 59F: 3 clusters Score -2.244714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Entering Unmasked Estep 
Score: -5269018.500000 Penalty: 2631.376709
	Iteration 0F: 2 clusters Score -5269018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5241645.000000 Penalty: 5262.753418
	Iteration 0F: 3 clusters Score -5241645 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5251667.500000 Penalty: 5262.753418
	Iteration 1F: 3 clusters Score -5251668 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5252090.000000 Penalty: 5262.753418
	Iteration 2Q: 3 clusters Score -5252090 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5252454.500000 Penalty: 5262.753418
	Iteration 3Q: 3 clusters Score -5252454 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5252817.000000 Penalty: 5262.753418
	Iteration 4Q: 3 clusters Score -5252817 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5253160.000000 Penalty: 5262.753418
	Iteration 5Q: 3 clusters Score -5253160 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5253519.500000 Penalty: 5262.753418
	Iteration 6Q: 3 clusters Score -5253520 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5253912.500000 Penalty: 5262.753418
	Iteration 7Q: 3 clusters Score -5253912 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5254421.000000 Penalty: 5262.753418
	Iteration 8Q: 3 clusters Score -5254421 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5255117.500000 Penalty: 5262.753418
	Iteration 9Q: 3 clusters Score -5255118 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5256096.500000 Penalty: 5262.753418
	Iteration 10Q: 3 clusters Score -5256096 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5257354.500000 Penalty: 5262.753418
	Iteration 11F: 3 clusters Score -5257354 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5259009.000000 Penalty: 5262.753418
	Iteration 12F: 3 clusters Score -5259009 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5261065.000000 Penalty: 5262.753418
	Iteration 13F: 3 clusters Score -5261065 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5263059.000000 Penalty: 5262.753418
	Iteration 14F: 3 clusters Score -5263059 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5264617.000000 Penalty: 5262.753418
	Iteration 15Q: 3 clusters Score -5264617 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5265647.500000 Penalty: 5262.753418
	Iteration 16Q: 3 clusters Score -5265648 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5266201.500000 Penalty: 5262.753418
	Iteration 17Q: 3 clusters Score -5266202 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -5266566.500000 Penalty: 5262.753418
	Iteration 18Q: 3 clusters Score -5266566 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5266782.000000 Penalty: 5262.753418
	Iteration 19Q: 3 clusters Score -5266782 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5266918.500000 Penalty: 5262.753418
	Iteration 20F: 3 clusters Score -5266918 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5266993.000000 Penalty: 5262.753418
	Iteration 21Q: 3 clusters Score -5266993 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5267041.500000 Penalty: 5262.753418
	Iteration 22Q: 3 clusters Score -5267042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5267065.000000 Penalty: 5262.753418
	Iteration 23Q: 3 clusters Score -5267065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5267094.500000 Penalty: 5262.753418
	Iteration 24Q: 3 clusters Score -5267094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5267100.500000 Penalty: 5262.753418
	Iteration 25Q: 3 clusters Score -5267100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5267126.000000 Penalty: 5262.753418
	Iteration 26Q: 3 clusters Score -5267126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5267139.500000 Penalty: 5262.753418
	Iteration 27Q: 3 clusters Score -5267140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5267143.500000 Penalty: 5262.753418
	Iteration 28Q: 3 clusters Score -5267144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5267148.500000 Penalty: 5262.753418
	Iteration 29Q: 3 clusters Score -5267148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5267143.000000 Penalty: 5262.753418
	Iteration 30Q: 3 clusters Score -5267143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5267141.500000 Penalty: 5262.753418
	Iteration 31Q: 3 clusters Score -5267142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5267147.000000 Penalty: 5262.753418
	Iteration 32Q: 3 clusters Score -5267147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -5267158.000000 Penalty: 5262.753418
	Iteration 33Q: 3 clusters Score -5267158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5267165.500000 Penalty: 5262.753418
	Iteration 34Q: 3 clusters Score -5267166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5267177.000000 Penalty: 5262.753418
	Iteration 35Q: 3 clusters Score -5267177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5267166.500000 Penalty: 5262.753418
	Iteration 36Q: 3 clusters Score -5267166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -5267175.000000 Penalty: 5262.753418
	Iteration 37Q: 3 clusters Score -5267175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5267182.500000 Penalty: 5262.753418
	Iteration 38Q: 3 clusters Score -5267182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5267184.000000 Penalty: 5262.753418
	Iteration 39Q: 3 clusters Score -5267184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5267180.500000 Penalty: 5262.753418
	Iteration 40F: 3 clusters Score -5267180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5267181.000000 Penalty: 5262.753418
	Iteration 41Q: 3 clusters Score -5267181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5267183.000000 Penalty: 5262.753418
	Iteration 42Q: 3 clusters Score -5267183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5267182.000000 Penalty: 5262.753418
	Iteration 43Q: 3 clusters Score -5267182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5267184.500000 Penalty: 5262.753418
	Iteration 44Q: 3 clusters Score -5267184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5267189.500000 Penalty: 5262.753418
	Iteration 45Q: 3 clusters Score -5267190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5267192.000000 Penalty: 5262.753418
	Iteration 46Q: 3 clusters Score -5267192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5267199.000000 Penalty: 5262.753418
	Iteration 47Q: 3 clusters Score -5267199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -5267205.500000 Penalty: 5262.753418
	Iteration 48Q: 3 clusters Score -5267206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5267210.500000 Penalty: 5262.753418
	Iteration 49Q: 3 clusters Score -5267210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5267204.500000 Penalty: 5262.753418
	Iteration 50Q: 3 clusters Score -5267204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5267204.500000 Penalty: 5262.753418
	Iteration 51Q: 3 clusters Score -5267204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5267203.000000 Penalty: 5262.753418
	Iteration 52Q: 3 clusters Score -5267203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5267203.000000 Penalty: 5262.753418
	Iteration 53F: 3 clusters Score -5267203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Entering Unmasked Estep 
Score: -6873320.000000 Penalty: 2696.253906
	Iteration 0F: 2 clusters Score -6873320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -6837729.500000 Penalty: 5392.507812
	Iteration 0F: 3 clusters Score -6837730 nChanged 24345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6851124.000000 Penalty: 5392.507812
	Iteration 1F: 3 clusters Score -6851124 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6851618.500000 Penalty: 5392.507812
	Iteration 2Q: 3 clusters Score -6851618 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -6852058.500000 Penalty: 5392.507812
	Iteration 3Q: 3 clusters Score -6852058 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -6852495.500000 Penalty: 5392.507812
	Iteration 4Q: 3 clusters Score -6852496 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -6852996.000000 Penalty: 5392.507812
	Iteration 5Q: 3 clusters Score -6852996 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6853643.000000 Penalty: 5392.507812
	Iteration 6Q: 3 clusters Score -6853643 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -6854458.000000 Penalty: 5392.507812
	Iteration 7Q: 3 clusters Score -6854458 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6855628.500000 Penalty: 5392.507812
	Iteration 8Q: 3 clusters Score -6855628 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6857101.000000 Penalty: 5392.507812
	Iteration 9Q: 3 clusters Score -6857101 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6859008.500000 Penalty: 5392.507812
	Iteration 10F: 3 clusters Score -6859008 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6861084.000000 Penalty: 5392.507812
	Iteration 11F: 3 clusters Score -6861084 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -6862869.500000 Penalty: 5392.507812
	Iteration 12F: 3 clusters Score -6862870 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6863996.500000 Penalty: 5392.507812
	Iteration 13Q: 3 clusters Score -6863996 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -6864541.500000 Penalty: 5392.507812
	Iteration 14Q: 3 clusters Score -6864542 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6864784.500000 Penalty: 5392.507812
	Iteration 15Q: 3 clusters Score -6864784 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -6865000.500000 Penalty: 5392.507812
	Iteration 16Q: 3 clusters Score -6865000 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -6865104.000000 Penalty: 5392.507812
	Iteration 17Q: 3 clusters Score -6865104 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -6865216.000000 Penalty: 5392.507812
	Iteration 18Q: 3 clusters Score -6865216 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6865305.500000 Penalty: 5392.507812
	Iteration 19Q: 3 clusters Score -6865306 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -6865435.000000 Penalty: 5392.507812
	Iteration 20F: 3 clusters Score -6865435 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -6865575.500000 Penalty: 5392.507812
	Iteration 21Q: 3 clusters Score -6865576 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -6865655.500000 Penalty: 5392.507812
	Iteration 22Q: 3 clusters Score -6865656 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -6865722.000000 Penalty: 5392.507812
	Iteration 23Q: 3 clusters Score -6865722 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6865810.500000 Penalty: 5392.507812
	Iteration 24Q: 3 clusters Score -6865810 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -6865893.500000 Penalty: 5392.507812
	Iteration 25Q: 3 clusters Score -6865894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -6865976.500000 Penalty: 5392.507812
	Iteration 26Q: 3 clusters Score -6865976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6866060.000000 Penalty: 5392.507812
	Iteration 27Q: 3 clusters Score -6866060 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -6866071.500000 Penalty: 5392.507812
	Iteration 28Q: 3 clusters Score -6866072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6866134.500000 Penalty: 5392.507812
	Iteration 29Q: 3 clusters Score -6866134 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -6866184.000000 Penalty: 5392.507812
	Iteration 30Q: 3 clusters Score -6866184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6866262.500000 Penalty: 5392.507812
	Iteration 31Q: 3 clusters Score -6866262 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6866362.000000 Penalty: 5392.507812
	Iteration 32Q: 3 clusters Score -6866362 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -6866391.000000 Penalty: 5392.507812
	Iteration 33Q: 3 clusters Score -6866391 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -6866442.000000 Penalty: 5392.507812
	Iteration 34Q: 3 clusters Score -6866442 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -6866504.000000 Penalty: 5392.507812
	Iteration 35Q: 3 clusters Score -6866504 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -6866536.500000 Penalty: 5392.507812
	Iteration 36Q: 3 clusters Score -6866536 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -6866602.500000 Penalty: 5392.507812
	Iteration 37Q: 3 clusters Score -6866602 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -6866663.000000 Penalty: 5392.507812
	Iteration 38Q: 3 clusters Score -6866663 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -6866724.000000 Penalty: 5392.507812
	Iteration 39Q: 3 clusters Score -6866724 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -6866808.000000 Penalty: 5392.507812
	Iteration 40F: 3 clusters Score -6866808 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -6866891.000000 Penalty: 5392.507812
	Iteration 41Q: 3 clusters Score -6866891 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -6866952.500000 Penalty: 5392.507812
	Iteration 42Q: 3 clusters Score -6866952 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -6867054.000000 Penalty: 5392.507812
	Iteration 43Q: 3 clusters Score -6867054 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -6867116.500000 Penalty: 5392.507812
	Iteration 44Q: 3 clusters Score -6867116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -6867248.500000 Penalty: 5392.507812
	Iteration 45Q: 3 clusters Score -6867248 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -6867349.500000 Penalty: 5392.507812
	Iteration 46Q: 3 clusters Score -6867350 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -6867449.500000 Penalty: 5392.507812
	Iteration 47Q: 3 clusters Score -6867450 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -6867611.500000 Penalty: 5392.507812
	Iteration 48Q: 3 clusters Score -6867612 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -6867742.000000 Penalty: 5392.507812
	Iteration 49Q: 3 clusters Score -6867742 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6867840.500000 Penalty: 5392.507812
	Iteration 50Q: 3 clusters Score -6867840 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6867924.500000 Penalty: 5392.507812
	Iteration 51Q: 3 clusters Score -6867924 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -6868092.500000 Penalty: 5392.507812
	Iteration 52Q: 3 clusters Score -6868092 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6868272.500000 Penalty: 5392.507812
	Iteration 53Q: 3 clusters Score -6868272 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -6868421.500000 Penalty: 5392.507812
	Iteration 54Q: 3 clusters Score -6868422 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -6868575.500000 Penalty: 5392.507812
	Iteration 55Q: 3 clusters Score -6868576 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6868780.500000 Penalty: 5392.507812
	Iteration 56Q: 3 clusters Score -6868780 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6868945.000000 Penalty: 5392.507812
	Iteration 57Q: 3 clusters Score -6868945 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6869099.500000 Penalty: 5392.507812
	Iteration 58Q: 3 clusters Score -6869100 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6869288.000000 Penalty: 5392.507812
	Iteration 59Q: 3 clusters Score -6869288 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6869420.500000 Penalty: 5392.507812
	Iteration 60F: 3 clusters Score -6869420 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -6869556.000000 Penalty: 5392.507812
	Iteration 61Q: 3 clusters Score -6869556 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6869672.500000 Penalty: 5392.507812
	Iteration 62Q: 3 clusters Score -6869672 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6869785.000000 Penalty: 5392.507812
	Iteration 63Q: 3 clusters Score -6869785 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -6869876.000000 Penalty: 5392.507812
	Iteration 64Q: 3 clusters Score -6869876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6869965.500000 Penalty: 5392.507812
	Iteration 65Q: 3 clusters Score -6869966 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6870059.500000 Penalty: 5392.507812
	Iteration 66Q: 3 clusters Score -6870060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6870136.500000 Penalty: 5392.507812
	Iteration 67Q: 3 clusters Score -6870136 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -6870240.500000 Penalty: 5392.507812
	Iteration 68Q: 3 clusters Score -6870240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -6870328.000000 Penalty: 5392.507812
	Iteration 69Q: 3 clusters Score -6870328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6870373.500000 Penalty: 5392.507812
	Iteration 70Q: 3 clusters Score -6870374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6870441.500000 Penalty: 5392.507812
	Iteration 71Q: 3 clusters Score -6870442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6870516.500000 Penalty: 5392.507812
	Iteration 72Q: 3 clusters Score -6870516 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6870592.000000 Penalty: 5392.507812
	Iteration 73Q: 3 clusters Score -6870592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6870647.000000 Penalty: 5392.507812
	Iteration 74Q: 3 clusters Score -6870647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6870685.000000 Penalty: 5392.507812
	Iteration 75Q: 3 clusters Score -6870685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6870730.000000 Penalty: 5392.507812
	Iteration 76Q: 3 clusters Score -6870730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6870752.000000 Penalty: 5392.507812
	Iteration 77Q: 3 clusters Score -6870752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -6870801.500000 Penalty: 5392.507812
	Iteration 78Q: 3 clusters Score -6870802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -6870813.500000 Penalty: 5392.507812
	Iteration 79Q: 3 clusters Score -6870814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6870834.000000 Penalty: 5392.507812
	Iteration 80F: 3 clusters Score -6870834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -6870861.500000 Penalty: 5392.507812
	Iteration 81Q: 3 clusters Score -6870862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -6870865.500000 Penalty: 5392.507812
	Iteration 82Q: 3 clusters Score -6870866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -6870892.500000 Penalty: 5392.507812
	Iteration 83Q: 3 clusters Score -6870892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6870903.500000 Penalty: 5392.507812
	Iteration 84Q: 3 clusters Score -6870904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6870908.000000 Penalty: 5392.507812
	Iteration 85Q: 3 clusters Score -6870908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -6870911.000000 Penalty: 5392.507812
	Iteration 86Q: 3 clusters Score -6870911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6870912.000000 Penalty: 5392.507812
	Iteration 87Q: 3 clusters Score -6870912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6870944.500000 Penalty: 5392.507812
	Iteration 88Q: 3 clusters Score -6870944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6870961.500000 Penalty: 5392.507812
	Iteration 89Q: 3 clusters Score -6870962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -6870970.000000 Penalty: 5392.507812
	Iteration 90Q: 3 clusters Score -6870970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6870994.000000 Penalty: 5392.507812
	Iteration 91Q: 3 clusters Score -6870994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6870999.500000 Penalty: 5392.507812
	Iteration 92Q: 3 clusters Score -6871000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6871008.500000 Penalty: 5392.507812
	Iteration 93Q: 3 clusters Score -6871008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6871009.000000 Penalty: 5392.507812
	Iteration 94Q: 3 clusters Score -6871009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -6871010.500000 Penalty: 5392.507812
	Iteration 95Q: 3 clusters Score -6871010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6871009.500000 Penalty: 5392.507812
	Iteration 96Q: 3 clusters Score -6871010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6871009.000000 Penalty: 5392.507812
	Iteration 97Q: 3 clusters Score -6871009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6870998.500000 Penalty: 5392.507812
	Iteration 98Q: 3 clusters Score -6870998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -6871014.000000 Penalty: 5392.507812
	Iteration 99Q: 3 clusters Score -6871014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -6871027.000000 Penalty: 5392.507812
	Iteration 100F: 3 clusters Score -6871027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6871023.500000 Penalty: 5392.507812
	Iteration 101Q: 3 clusters Score -6871024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6871038.000000 Penalty: 5392.507812
	Iteration 102Q: 3 clusters Score -6871038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6871033.500000 Penalty: 5392.507812
	Iteration 103Q: 3 clusters Score -6871034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -6871038.000000 Penalty: 5392.507812
	Iteration 104Q: 3 clusters Score -6871038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6871038.000000 Penalty: 5392.507812
	Iteration 105Q: 3 clusters Score -6871038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -6871045.500000 Penalty: 5392.507812
	Iteration 106Q: 3 clusters Score -6871046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6871042.000000 Penalty: 5392.507812
	Iteration 107Q: 3 clusters Score -6871042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -6871037.000000 Penalty: 5392.507812
	Iteration 108Q: 3 clusters Score -6871037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6871039.500000 Penalty: 5392.507812
	Iteration 109Q: 3 clusters Score -6871040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -6871048.500000 Penalty: 5392.507812
	Iteration 110Q: 3 clusters Score -6871048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6871043.000000 Penalty: 5392.507812
	Iteration 111Q: 3 clusters Score -6871043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6871043.000000 Penalty: 5392.507812
	Iteration 112F: 3 clusters Score -6871043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Entering Unmasked Estep 
Score: -4271734.000000 Penalty: 2578.507324
	Iteration 0F: 2 clusters Score -4271734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4249299.500000 Penalty: 5157.014648
	Iteration 0F: 3 clusters Score -4249300 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4257429.000000 Penalty: 5157.014648
	Iteration 1F: 3 clusters Score -4257429 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4257830.000000 Penalty: 5157.014648
	Iteration 2Q: 3 clusters Score -4257830 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4258154.500000 Penalty: 5157.014648
	Iteration 3Q: 3 clusters Score -4258154 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4258418.000000 Penalty: 5157.014648
	Iteration 4Q: 3 clusters Score -4258418 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4258664.500000 Penalty: 5157.014648
	Iteration 5Q: 3 clusters Score -4258664 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4258918.000000 Penalty: 5157.014648
	Iteration 6Q: 3 clusters Score -4258918 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4259223.500000 Penalty: 5157.014648
	Iteration 7Q: 3 clusters Score -4259224 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4259627.000000 Penalty: 5157.014648
	Iteration 8Q: 3 clusters Score -4259627 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4260190.000000 Penalty: 5157.014648
	Iteration 9Q: 3 clusters Score -4260190 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4260963.000000 Penalty: 5157.014648
	Iteration 10Q: 3 clusters Score -4260963 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4261998.500000 Penalty: 5157.014648
	Iteration 11F: 3 clusters Score -4261998 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4263381.000000 Penalty: 5157.014648
	Iteration 12F: 3 clusters Score -4263381 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4264982.000000 Penalty: 5157.014648
	Iteration 13F: 3 clusters Score -4264982 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4266338.500000 Penalty: 5157.014648
	Iteration 14F: 3 clusters Score -4266338 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4267097.000000 Penalty: 5157.014648
	Iteration 15Q: 3 clusters Score -4267097 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4267548.500000 Penalty: 5157.014648
	Iteration 16Q: 3 clusters Score -4267548 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4267861.000000 Penalty: 5157.014648
	Iteration 17Q: 3 clusters Score -4267861 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4268084.500000 Penalty: 5157.014648
	Iteration 18Q: 3 clusters Score -4268084 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -4268255.500000 Penalty: 5157.014648
	Iteration 19Q: 3 clusters Score -4268256 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -4268396.500000 Penalty: 5157.014648
	Iteration 20F: 3 clusters Score -4268396 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4268500.500000 Penalty: 5157.014648
	Iteration 21Q: 3 clusters Score -4268500 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -4268617.500000 Penalty: 5157.014648
	Iteration 22Q: 3 clusters Score -4268618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4268733.000000 Penalty: 5157.014648
	Iteration 23Q: 3 clusters Score -4268733 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4268833.000000 Penalty: 5157.014648
	Iteration 24Q: 3 clusters Score -4268833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -4268928.000000 Penalty: 5157.014648
	Iteration 25Q: 3 clusters Score -4268928 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4269008.000000 Penalty: 5157.014648
	Iteration 26Q: 3 clusters Score -4269008 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4269083.500000 Penalty: 5157.014648
	Iteration 27Q: 3 clusters Score -4269084 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4269158.000000 Penalty: 5157.014648
	Iteration 28Q: 3 clusters Score -4269158 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4269219.500000 Penalty: 5157.014648
	Iteration 29Q: 3 clusters Score -4269220 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4269274.000000 Penalty: 5157.014648
	Iteration 30Q: 3 clusters Score -4269274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4269316.000000 Penalty: 5157.014648
	Iteration 31Q: 3 clusters Score -4269316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4269354.500000 Penalty: 5157.014648
	Iteration 32Q: 3 clusters Score -4269354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4269395.000000 Penalty: 5157.014648
	Iteration 33Q: 3 clusters Score -4269395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4269438.500000 Penalty: 5157.014648
	Iteration 34Q: 3 clusters Score -4269438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4269465.500000 Penalty: 5157.014648
	Iteration 35Q: 3 clusters Score -4269466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4269499.500000 Penalty: 5157.014648
	Iteration 36Q: 3 clusters Score -4269500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4269514.000000 Penalty: 5157.014648
	Iteration 37Q: 3 clusters Score -4269514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4269519.500000 Penalty: 5157.014648
	Iteration 38Q: 3 clusters Score -4269520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4269535.500000 Penalty: 5157.014648
	Iteration 39Q: 3 clusters Score -4269536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4269549.000000 Penalty: 5157.014648
	Iteration 40F: 3 clusters Score -4269549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4269563.500000 Penalty: 5157.014648
	Iteration 41Q: 3 clusters Score -4269564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4269577.500000 Penalty: 5157.014648
	Iteration 42Q: 3 clusters Score -4269578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4269583.000000 Penalty: 5157.014648
	Iteration 43Q: 3 clusters Score -4269583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4269599.500000 Penalty: 5157.014648
	Iteration 44Q: 3 clusters Score -4269600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4269611.500000 Penalty: 5157.014648
	Iteration 45Q: 3 clusters Score -4269612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4269624.500000 Penalty: 5157.014648
	Iteration 46Q: 3 clusters Score -4269624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4269625.000000 Penalty: 5157.014648
	Iteration 47Q: 3 clusters Score -4269625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4269629.500000 Penalty: 5157.014648
	Iteration 48Q: 3 clusters Score -4269630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4269640.000000 Penalty: 5157.014648
	Iteration 49Q: 3 clusters Score -4269640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4269645.500000 Penalty: 5157.014648
	Iteration 50Q: 3 clusters Score -4269646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4269655.000000 Penalty: 5157.014648
	Iteration 51Q: 3 clusters Score -4269655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4269654.000000 Penalty: 5157.014648
	Iteration 52Q: 3 clusters Score -4269654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4269659.500000 Penalty: 5157.014648
	Iteration 53Q: 3 clusters Score -4269660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4269656.500000 Penalty: 5157.014648
	Iteration 54Q: 3 clusters Score -4269656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4269653.000000 Penalty: 5157.014648
	Iteration 55Q: 3 clusters Score -4269653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4269655.000000 Penalty: 5157.014648
	Iteration 56Q: 3 clusters Score -4269655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4269651.000000 Penalty: 5157.014648
	Iteration 57Q: 3 clusters Score -4269651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4269652.000000 Penalty: 5157.014648
	Iteration 58Q: 3 clusters Score -4269652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4269655.500000 Penalty: 5157.014648
	Iteration 59Q: 3 clusters Score -4269656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4269654.000000 Penalty: 5157.014648
	Iteration 60F: 3 clusters Score -4269654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4269653.000000 Penalty: 5157.014648
	Iteration 61Q: 3 clusters Score -4269653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4269651.500000 Penalty: 5157.014648
	Iteration 62Q: 3 clusters Score -4269652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4269648.500000 Penalty: 5157.014648
	Iteration 63Q: 3 clusters Score -4269648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4269648.500000 Penalty: 5157.014648
	Iteration 64Q: 3 clusters Score -4269648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4269648.500000 Penalty: 5157.014648
	Iteration 65F: 3 clusters Score -4269648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -154032.875000 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -154032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151921.640625 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -151921.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152260.546875 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -152260.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152367.562500 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -152367.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152439.796875 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -152439.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152484.234375 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -152484.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152538.343750 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -152538.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152591.140625 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -152591.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152637.968750 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -152638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152664.734375 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -152664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152682.781250 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -152682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152699.953125 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -152700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152729.250000 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -152729.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152768.890625 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -152768.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152802.781250 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -152802.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152840.234375 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -152840.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152882.312500 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -152882.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152911.656250 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -152911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152931.671875 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -152931.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152967.078125 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -152967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -152993.218750 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -152993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153015.515625 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -153015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153099.062500 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -153099.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153188.234375 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -153188.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153239.500000 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -153239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153262.468750 Penalty: 3550.236816
	Iteration 24Q: 3 clusters Score -153262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153274.875000 Penalty: 3550.236816
	Iteration 25Q: 3 clusters Score -153274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153286.750000 Penalty: 3550.236816
	Iteration 26Q: 3 clusters Score -153286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153297.140625 Penalty: 3550.236816
	Iteration 27Q: 3 clusters Score -153297.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153308.093750 Penalty: 3550.236816
	Iteration 28Q: 3 clusters Score -153308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153310.109375 Penalty: 3550.236816
	Iteration 29Q: 3 clusters Score -153310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153313.656250 Penalty: 3550.236816
	Iteration 30Q: 3 clusters Score -153313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153319.250000 Penalty: 3550.236816
	Iteration 31Q: 3 clusters Score -153319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153321.921875 Penalty: 3550.236816
	Iteration 32Q: 3 clusters Score -153321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153322.968750 Penalty: 3550.236816
	Iteration 33Q: 3 clusters Score -153323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153322.968750 Penalty: 3550.236816
	Iteration 34F: 3 clusters Score -153323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Entering Unmasked Estep 
Score: -23126052.000000 Penalty: 3000.555908
	Iteration 0F: 2 clusters Score -2.312605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -23009976.000000 Penalty: 6001.111816
	Iteration 0F: 3 clusters Score -2.300998e+07 nChanged 86175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -23061414.000000 Penalty: 6001.111816
	Iteration 1F: 3 clusters Score -2.306141e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -23063656.000000 Penalty: 6001.111816
	Iteration 2Q: 3 clusters Score -2.306366e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -23067052.000000 Penalty: 6001.111816
	Iteration 3Q: 3 clusters Score -2.306705e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -23072414.000000 Penalty: 6001.111816
	Iteration 4F: 3 clusters Score -2.307241e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -23080610.000000 Penalty: 6001.111816
	Iteration 5F: 3 clusters Score -2.308061e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -23092032.000000 Penalty: 6001.111816
	Iteration 6F: 3 clusters Score -2.309203e+07 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -23104598.000000 Penalty: 6001.111816
	Iteration 7F: 3 clusters Score -2.31046e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -23113904.000000 Penalty: 6001.111816
	Iteration 8F: 3 clusters Score -2.31139e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -23119286.000000 Penalty: 6001.111816
	Iteration 9Q: 3 clusters Score -2.311929e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -23121550.000000 Penalty: 6001.111816
	Iteration 10Q: 3 clusters Score -2.312155e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -23122622.000000 Penalty: 6001.111816
	Iteration 11Q: 3 clusters Score -2.312262e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -23123062.000000 Penalty: 6001.111816
	Iteration 12Q: 3 clusters Score -2.312306e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 176956 members 
Entering Unmasked Estep 
Score: -23123386.000000 Penalty: 6001.111816
	Iteration 13Q: 3 clusters Score -2.312339e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -23123484.000000 Penalty: 6001.111816
	Iteration 14Q: 3 clusters Score -2.312348e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 177987 members 
Entering Unmasked Estep 
Score: -23123716.000000 Penalty: 6001.111816
	Iteration 15Q: 3 clusters Score -2.312372e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 178233 members 
Entering Unmasked Estep 
Score: -23123834.000000 Penalty: 6001.111816
	Iteration 16Q: 3 clusters Score -2.312383e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 178419 members 
Entering Unmasked Estep 
Score: -23123894.000000 Penalty: 6001.111816
	Iteration 17Q: 3 clusters Score -2.312389e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 178552 members 
Entering Unmasked Estep 
Score: -23123974.000000 Penalty: 6001.111816
	Iteration 18Q: 3 clusters Score -2.312397e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -23124046.000000 Penalty: 6001.111816
	Iteration 19Q: 3 clusters Score -2.312405e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -23124106.000000 Penalty: 6001.111816
	Iteration 20F: 3 clusters Score -2.312411e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -23124166.000000 Penalty: 6001.111816
	Iteration 21Q: 3 clusters Score -2.312417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 178763 members 
Entering Unmasked Estep 
Score: -23124176.000000 Penalty: 6001.111816
	Iteration 22Q: 3 clusters Score -2.312418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -23124202.000000 Penalty: 6001.111816
	Iteration 23Q: 3 clusters Score -2.31242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -23124212.000000 Penalty: 6001.111816
	Iteration 24Q: 3 clusters Score -2.312421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -23124222.000000 Penalty: 6001.111816
	Iteration 25Q: 3 clusters Score -2.312422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -23124256.000000 Penalty: 6001.111816
	Iteration 26Q: 3 clusters Score -2.312426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -23124250.000000 Penalty: 6001.111816
	Iteration 27Q: 3 clusters Score -2.312425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -23124256.000000 Penalty: 6001.111816
	Iteration 28Q: 3 clusters Score -2.312426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -23124278.000000 Penalty: 6001.111816
	Iteration 29Q: 3 clusters Score -2.312428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 178842 members 
Entering Unmasked Estep 
Score: -23124284.000000 Penalty: 6001.111816
	Iteration 30Q: 3 clusters Score -2.312428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -23124280.000000 Penalty: 6001.111816
	Iteration 31Q: 3 clusters Score -2.312428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -23124280.000000 Penalty: 6001.111816
	Iteration 32Q: 3 clusters Score -2.312428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -23124276.000000 Penalty: 6001.111816
	Iteration 33Q: 3 clusters Score -2.312428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 178861 members 
Entering Unmasked Estep 
Score: -23124276.000000 Penalty: 6001.111816
	Iteration 34Q: 3 clusters Score -2.312428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 178864 members 
Entering Unmasked Estep 
Score: -23124302.000000 Penalty: 6001.111816
	Iteration 35Q: 3 clusters Score -2.31243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -23124308.000000 Penalty: 6001.111816
	Iteration 36Q: 3 clusters Score -2.312431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -23124298.000000 Penalty: 6001.111816
	Iteration 37Q: 3 clusters Score -2.31243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -23124314.000000 Penalty: 6001.111816
	Iteration 38Q: 3 clusters Score -2.312431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 178878 members 
Entering Unmasked Estep 
Score: -23124318.000000 Penalty: 6001.111816
	Iteration 39Q: 3 clusters Score -2.312432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -23124318.000000 Penalty: 6001.111816
	Iteration 40F: 3 clusters Score -2.312432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 178874 members 
Entering Unmasked Estep 
Score: -23124330.000000 Penalty: 6001.111816
	Iteration 41Q: 3 clusters Score -2.312433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -23124354.000000 Penalty: 6001.111816
	Iteration 42Q: 3 clusters Score -2.312435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 178873 members 
Entering Unmasked Estep 
Score: -23124336.000000 Penalty: 6001.111816
	Iteration 43Q: 3 clusters Score -2.312434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 178869 members 
Entering Unmasked Estep 
Score: -23124354.000000 Penalty: 6001.111816
	Iteration 44Q: 3 clusters Score -2.312435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 178865 members 
Entering Unmasked Estep 
Score: -23124372.000000 Penalty: 6001.111816
	Iteration 45Q: 3 clusters Score -2.312437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -23124366.000000 Penalty: 6001.111816
	Iteration 46Q: 3 clusters Score -2.312437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -23124340.000000 Penalty: 6001.111816
	Iteration 47Q: 3 clusters Score -2.312434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 178853 members 
Entering Unmasked Estep 
Score: -23124346.000000 Penalty: 6001.111816
	Iteration 48Q: 3 clusters Score -2.312435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -23124358.000000 Penalty: 6001.111816
	Iteration 49Q: 3 clusters Score -2.312436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -23124340.000000 Penalty: 6001.111816
	Iteration 50Q: 3 clusters Score -2.312434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23124352.000000 Penalty: 6001.111816
	Iteration 51Q: 3 clusters Score -2.312435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23124352.000000 Penalty: 6001.111816
	Iteration 52F: 3 clusters Score -2.312435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186506 members 
Entering Unmasked Estep 
Score: -24186496.000000 Penalty: 3009.782227
	Iteration 0F: 2 clusters Score -2.41865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -24075522.000000 Penalty: 6019.564453
	Iteration 0F: 3 clusters Score -2.407552e+07 nChanged 89870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -24128182.000000 Penalty: 6019.564453
	Iteration 1F: 3 clusters Score -2.412818e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -24129364.000000 Penalty: 6019.564453
	Iteration 2Q: 3 clusters Score -2.412936e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -24130692.000000 Penalty: 6019.564453
	Iteration 3Q: 3 clusters Score -2.413069e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -24132704.000000 Penalty: 6019.564453
	Iteration 4Q: 3 clusters Score -2.41327e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -24135542.000000 Penalty: 6019.564453
	Iteration 5Q: 3 clusters Score -2.413554e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -24139772.000000 Penalty: 6019.564453
	Iteration 6Q: 3 clusters Score -2.413977e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -24145396.000000 Penalty: 6019.564453
	Iteration 7Q: 3 clusters Score -2.41454e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -24152742.000000 Penalty: 6019.564453
	Iteration 8F: 3 clusters Score -2.415274e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -24161322.000000 Penalty: 6019.564453
	Iteration 9F: 3 clusters Score -2.416132e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -24169854.000000 Penalty: 6019.564453
	Iteration 10F: 3 clusters Score -2.416985e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -24175490.000000 Penalty: 6019.564453
	Iteration 11F: 3 clusters Score -2.417549e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 102314 members 
Entering Unmasked Estep 
Score: -24178612.000000 Penalty: 6019.564453
	Iteration 12Q: 3 clusters Score -2.417861e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -24180234.000000 Penalty: 6019.564453
	Iteration 13Q: 3 clusters Score -2.418023e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -24181252.000000 Penalty: 6019.564453
	Iteration 14Q: 3 clusters Score -2.418125e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -24182270.000000 Penalty: 6019.564453
	Iteration 15Q: 3 clusters Score -2.418227e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -24183130.000000 Penalty: 6019.564453
	Iteration 16Q: 3 clusters Score -2.418313e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -24183932.000000 Penalty: 6019.564453
	Iteration 17Q: 3 clusters Score -2.418393e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -24184760.000000 Penalty: 6019.564453
	Iteration 18Q: 3 clusters Score -2.418476e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -24185320.000000 Penalty: 6019.564453
	Iteration 19Q: 3 clusters Score -2.418532e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -24185598.000000 Penalty: 6019.564453
	Iteration 20F: 3 clusters Score -2.41856e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -24185798.000000 Penalty: 6019.564453
	Iteration 21Q: 3 clusters Score -2.41858e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -24186068.000000 Penalty: 6019.564453
	Iteration 22Q: 3 clusters Score -2.418607e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -24186172.000000 Penalty: 6019.564453
	Iteration 23Q: 3 clusters Score -2.418617e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -24186282.000000 Penalty: 6019.564453
	Iteration 24Q: 3 clusters Score -2.418628e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -24186388.000000 Penalty: 6019.564453
	Iteration 25Q: 3 clusters Score -2.418639e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -24186354.000000 Penalty: 6019.564453
	Iteration 26Q: 3 clusters Score -2.418635e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -24186512.000000 Penalty: 6019.564453
	Iteration 27Q: 3 clusters Score -2.418651e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103119 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -24186658.000000 Penalty: 6019.564453
	Iteration 28Q: 3 clusters Score -2.418666e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -24186792.000000 Penalty: 6019.564453
	Iteration 29Q: 3 clusters Score -2.418679e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -24186790.000000 Penalty: 6019.564453
	Iteration 30Q: 3 clusters Score -2.418679e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -24186774.000000 Penalty: 6019.564453
	Iteration 31Q: 3 clusters Score -2.418677e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -24186810.000000 Penalty: 6019.564453
	Iteration 32Q: 3 clusters Score -2.418681e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -24186794.000000 Penalty: 6019.564453
	Iteration 33Q: 3 clusters Score -2.418679e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -24186908.000000 Penalty: 6019.564453
	Iteration 34Q: 3 clusters Score -2.418691e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -24186960.000000 Penalty: 6019.564453
	Iteration 35Q: 3 clusters Score -2.418696e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -24187142.000000 Penalty: 6019.564453
	Iteration 36Q: 3 clusters Score -2.418714e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -24187200.000000 Penalty: 6019.564453
	Iteration 37Q: 3 clusters Score -2.41872e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -24187222.000000 Penalty: 6019.564453
	Iteration 38Q: 3 clusters Score -2.418722e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -24187344.000000 Penalty: 6019.564453
	Iteration 39Q: 3 clusters Score -2.418734e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -24187350.000000 Penalty: 6019.564453
	Iteration 40F: 3 clusters Score -2.418735e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -24187504.000000 Penalty: 6019.564453
	Iteration 41Q: 3 clusters Score -2.41875e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -24187598.000000 Penalty: 6019.564453
	Iteration 42Q: 3 clusters Score -2.41876e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -24187690.000000 Penalty: 6019.564453
	Iteration 43Q: 3 clusters Score -2.418769e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -24187764.000000 Penalty: 6019.564453
	Iteration 44Q: 3 clusters Score -2.418776e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -24187848.000000 Penalty: 6019.564453
	Iteration 45Q: 3 clusters Score -2.418785e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -24187986.000000 Penalty: 6019.564453
	Iteration 46Q: 3 clusters Score -2.418799e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -24188044.000000 Penalty: 6019.564453
	Iteration 47Q: 3 clusters Score -2.418804e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -24188218.000000 Penalty: 6019.564453
	Iteration 48Q: 3 clusters Score -2.418822e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -24188278.000000 Penalty: 6019.564453
	Iteration 49Q: 3 clusters Score -2.418828e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -24188418.000000 Penalty: 6019.564453
	Iteration 50Q: 3 clusters Score -2.418842e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -24188464.000000 Penalty: 6019.564453
	Iteration 51Q: 3 clusters Score -2.418846e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -24188568.000000 Penalty: 6019.564453
	Iteration 52Q: 3 clusters Score -2.418857e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -24188694.000000 Penalty: 6019.564453
	Iteration 53Q: 3 clusters Score -2.418869e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -24188740.000000 Penalty: 6019.564453
	Iteration 54Q: 3 clusters Score -2.418874e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -24188848.000000 Penalty: 6019.564453
	Iteration 55Q: 3 clusters Score -2.418885e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -24188992.000000 Penalty: 6019.564453
	Iteration 56Q: 3 clusters Score -2.418899e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -24189070.000000 Penalty: 6019.564453
	Iteration 57Q: 3 clusters Score -2.418907e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129904 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -24189144.000000 Penalty: 6019.564453
	Iteration 58Q: 3 clusters Score -2.418914e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -24189350.000000 Penalty: 6019.564453
	Iteration 59Q: 3 clusters Score -2.418935e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -24189348.000000 Penalty: 6019.564453
	Iteration 60F: 3 clusters Score -2.418935e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -24189486.000000 Penalty: 6019.564453
	Iteration 61Q: 3 clusters Score -2.418949e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133026 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -24189612.000000 Penalty: 6019.564453
	Iteration 62Q: 3 clusters Score -2.418961e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -24189624.000000 Penalty: 6019.564453
	Iteration 63Q: 3 clusters Score -2.418962e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -24189768.000000 Penalty: 6019.564453
	Iteration 64Q: 3 clusters Score -2.418977e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135404 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -24189770.000000 Penalty: 6019.564453
	Iteration 65Q: 3 clusters Score -2.418977e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136211 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -24189854.000000 Penalty: 6019.564453
	Iteration 66Q: 3 clusters Score -2.418985e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -24190014.000000 Penalty: 6019.564453
	Iteration 67Q: 3 clusters Score -2.419001e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -24190156.000000 Penalty: 6019.564453
	Iteration 68Q: 3 clusters Score -2.419016e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -24190206.000000 Penalty: 6019.564453
	Iteration 69Q: 3 clusters Score -2.419021e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -24190298.000000 Penalty: 6019.564453
	Iteration 70Q: 3 clusters Score -2.41903e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -24190366.000000 Penalty: 6019.564453
	Iteration 71Q: 3 clusters Score -2.419037e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -24190406.000000 Penalty: 6019.564453
	Iteration 72Q: 3 clusters Score -2.419041e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -24190546.000000 Penalty: 6019.564453
	Iteration 73Q: 3 clusters Score -2.419055e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -24190682.000000 Penalty: 6019.564453
	Iteration 74Q: 3 clusters Score -2.419068e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -24190772.000000 Penalty: 6019.564453
	Iteration 75Q: 3 clusters Score -2.419077e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -24190804.000000 Penalty: 6019.564453
	Iteration 76Q: 3 clusters Score -2.41908e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -24190920.000000 Penalty: 6019.564453
	Iteration 77Q: 3 clusters Score -2.419092e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -24190878.000000 Penalty: 6019.564453
	Iteration 78Q: 3 clusters Score -2.419088e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -24190868.000000 Penalty: 6019.564453
	Iteration 79Q: 3 clusters Score -2.419087e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -24190910.000000 Penalty: 6019.564453
	Iteration 80F: 3 clusters Score -2.419091e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -24190916.000000 Penalty: 6019.564453
	Iteration 81Q: 3 clusters Score -2.419092e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -24191022.000000 Penalty: 6019.564453
	Iteration 82Q: 3 clusters Score -2.419102e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148299 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -24191084.000000 Penalty: 6019.564453
	Iteration 83Q: 3 clusters Score -2.419108e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -24191226.000000 Penalty: 6019.564453
	Iteration 84Q: 3 clusters Score -2.419123e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -24191272.000000 Penalty: 6019.564453
	Iteration 85Q: 3 clusters Score -2.419127e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -24191446.000000 Penalty: 6019.564453
	Iteration 86Q: 3 clusters Score -2.419145e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -24191504.000000 Penalty: 6019.564453
	Iteration 87Q: 3 clusters Score -2.41915e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -24191592.000000 Penalty: 6019.564453
	Iteration 88Q: 3 clusters Score -2.419159e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -24191694.000000 Penalty: 6019.564453
	Iteration 89Q: 3 clusters Score -2.419169e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -24191796.000000 Penalty: 6019.564453
	Iteration 90Q: 3 clusters Score -2.41918e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -24191898.000000 Penalty: 6019.564453
	Iteration 91Q: 3 clusters Score -2.41919e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -24191988.000000 Penalty: 6019.564453
	Iteration 92Q: 3 clusters Score -2.419199e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -24192002.000000 Penalty: 6019.564453
	Iteration 93Q: 3 clusters Score -2.4192e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -24191964.000000 Penalty: 6019.564453
	Iteration 94Q: 3 clusters Score -2.419196e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -24191964.000000 Penalty: 6019.564453
	Iteration 95Q: 3 clusters Score -2.419196e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158937 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -24192052.000000 Penalty: 6019.564453
	Iteration 96Q: 3 clusters Score -2.419205e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -24192102.000000 Penalty: 6019.564453
	Iteration 97Q: 3 clusters Score -2.41921e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -24192192.000000 Penalty: 6019.564453
	Iteration 98Q: 3 clusters Score -2.419219e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161863 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -24192236.000000 Penalty: 6019.564453
	Iteration 99Q: 3 clusters Score -2.419224e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -24192320.000000 Penalty: 6019.564453
	Iteration 100F: 3 clusters Score -2.419232e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -24192326.000000 Penalty: 6019.564453
	Iteration 101Q: 3 clusters Score -2.419233e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -24192422.000000 Penalty: 6019.564453
	Iteration 102Q: 3 clusters Score -2.419242e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -24192462.000000 Penalty: 6019.564453
	Iteration 103Q: 3 clusters Score -2.419246e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166614 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -24192468.000000 Penalty: 6019.564453
	Iteration 104Q: 3 clusters Score -2.419247e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167639 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -24192298.000000 Penalty: 6019.564453
	Iteration 105Q: 3 clusters Score -2.41923e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -24192204.000000 Penalty: 6019.564453
	Iteration 106Q: 3 clusters Score -2.41922e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169662 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -24191962.000000 Penalty: 6019.564453
	Iteration 107Q: 3 clusters Score -2.419196e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -24191726.000000 Penalty: 6019.564453
	Iteration 108Q: 3 clusters Score -2.419173e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -24191488.000000 Penalty: 6019.564453
	Iteration 109Q: 3 clusters Score -2.419149e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -24191210.000000 Penalty: 6019.564453
	Iteration 110Q: 3 clusters Score -2.419121e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -24190906.000000 Penalty: 6019.564453
	Iteration 111Q: 3 clusters Score -2.419091e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174144 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -24190668.000000 Penalty: 6019.564453
	Iteration 112Q: 3 clusters Score -2.419067e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -24190400.000000 Penalty: 6019.564453
	Iteration 113Q: 3 clusters Score -2.41904e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -24190116.000000 Penalty: 6019.564453
	Iteration 114Q: 3 clusters Score -2.419012e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176500 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -24189798.000000 Penalty: 6019.564453
	Iteration 115Q: 3 clusters Score -2.41898e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177280 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -24189358.000000 Penalty: 6019.564453
	Iteration 116Q: 3 clusters Score -2.418936e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -24188990.000000 Penalty: 6019.564453
	Iteration 117Q: 3 clusters Score -2.418899e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -24188604.000000 Penalty: 6019.564453
	Iteration 118Q: 3 clusters Score -2.41886e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -24188314.000000 Penalty: 6019.564453
	Iteration 119Q: 3 clusters Score -2.418831e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180016 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -24187918.000000 Penalty: 6019.564453
	Iteration 120F: 3 clusters Score -2.418792e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180527 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -24187658.000000 Penalty: 6019.564453
	Iteration 121Q: 3 clusters Score -2.418766e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -24187386.000000 Penalty: 6019.564453
	Iteration 122Q: 3 clusters Score -2.418739e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181461 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -24187140.000000 Penalty: 6019.564453
	Iteration 123Q: 3 clusters Score -2.418714e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181866 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -24186886.000000 Penalty: 6019.564453
	Iteration 124Q: 3 clusters Score -2.418689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182272 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -24186748.000000 Penalty: 6019.564453
	Iteration 125Q: 3 clusters Score -2.418675e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -24186630.000000 Penalty: 6019.564453
	Iteration 126Q: 3 clusters Score -2.418663e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183033 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -24186440.000000 Penalty: 6019.564453
	Iteration 127Q: 3 clusters Score -2.418644e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -24186210.000000 Penalty: 6019.564453
	Iteration 128Q: 3 clusters Score -2.418621e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183617 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -24186082.000000 Penalty: 6019.564453
	Iteration 129Q: 3 clusters Score -2.418608e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -24185968.000000 Penalty: 6019.564453
	Iteration 130Q: 3 clusters Score -2.418597e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184050 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -24185842.000000 Penalty: 6019.564453
	Iteration 131Q: 3 clusters Score -2.418584e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24185778.000000 Penalty: 6019.564453
	Iteration 132Q: 3 clusters Score -2.418578e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -24185626.000000 Penalty: 6019.564453
	Iteration 133Q: 3 clusters Score -2.418563e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -24185526.000000 Penalty: 6019.564453
	Iteration 134Q: 3 clusters Score -2.418553e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -24185464.000000 Penalty: 6019.564453
	Iteration 135Q: 3 clusters Score -2.418546e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -24185390.000000 Penalty: 6019.564453
	Iteration 136Q: 3 clusters Score -2.418539e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184813 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -24185390.000000 Penalty: 6019.564453
	Iteration 137Q: 3 clusters Score -2.418539e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -24185342.000000 Penalty: 6019.564453
	Iteration 138Q: 3 clusters Score -2.418534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24185310.000000 Penalty: 6019.564453
	Iteration 139Q: 3 clusters Score -2.418531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184957 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24185254.000000 Penalty: 6019.564453
	Iteration 140F: 3 clusters Score -2.418525e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -24185246.000000 Penalty: 6019.564453
	Iteration 141Q: 3 clusters Score -2.418525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24185212.000000 Penalty: 6019.564453
	Iteration 142Q: 3 clusters Score -2.418521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185062 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -24185190.000000 Penalty: 6019.564453
	Iteration 143Q: 3 clusters Score -2.418519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185087 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -24185188.000000 Penalty: 6019.564453
	Iteration 144Q: 3 clusters Score -2.418519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185110 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -24185174.000000 Penalty: 6019.564453
	Iteration 145Q: 3 clusters Score -2.418517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185129 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -24185162.000000 Penalty: 6019.564453
	Iteration 146Q: 3 clusters Score -2.418516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185143 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24185156.000000 Penalty: 6019.564453
	Iteration 147Q: 3 clusters Score -2.418516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185147 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -24185154.000000 Penalty: 6019.564453
	Iteration 148Q: 3 clusters Score -2.418515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -24185160.000000 Penalty: 6019.564453
	Iteration 149Q: 3 clusters Score -2.418516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -24185174.000000 Penalty: 6019.564453
	Iteration 150Q: 3 clusters Score -2.418517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24185142.000000 Penalty: 6019.564453
	Iteration 151Q: 3 clusters Score -2.418514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185175 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -24185138.000000 Penalty: 6019.564453
	Iteration 152Q: 3 clusters Score -2.418514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185181 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24185134.000000 Penalty: 6019.564453
	Iteration 153Q: 3 clusters Score -2.418513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185188 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24185140.000000 Penalty: 6019.564453
	Iteration 154Q: 3 clusters Score -2.418514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185196 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -24185138.000000 Penalty: 6019.564453
	Iteration 155Q: 3 clusters Score -2.418514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -24185130.000000 Penalty: 6019.564453
	Iteration 156Q: 3 clusters Score -2.418513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185203 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24185122.000000 Penalty: 6019.564453
	Iteration 157Q: 3 clusters Score -2.418512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24185122.000000 Penalty: 6019.564453
	Iteration 158Q: 3 clusters Score -2.418512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24185136.000000 Penalty: 6019.564453
	Iteration 159Q: 3 clusters Score -2.418514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24185128.000000 Penalty: 6019.564453
	Iteration 160F: 3 clusters Score -2.418513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -24185128.000000 Penalty: 6019.564453
	Iteration 161Q: 3 clusters Score -2.418513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185217 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24185130.000000 Penalty: 6019.564453
	Iteration 162Q: 3 clusters Score -2.418513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24185112.000000 Penalty: 6019.564453
	Iteration 163Q: 3 clusters Score -2.418511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -24185106.000000 Penalty: 6019.564453
	Iteration 164Q: 3 clusters Score -2.418511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185233 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24185104.000000 Penalty: 6019.564453
	Iteration 165Q: 3 clusters Score -2.41851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24185108.000000 Penalty: 6019.564453
	Iteration 166Q: 3 clusters Score -2.418511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185237 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -24185098.000000 Penalty: 6019.564453
	Iteration 167Q: 3 clusters Score -2.41851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185237 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -24185098.000000 Penalty: 6019.564453
	Iteration 168F: 3 clusters Score -2.41851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -96391.968750 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -96391.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94605.984375 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -94605.98 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94912.007812 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -94912.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95033.585938 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -95033.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95098.765625 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -95098.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95125.570312 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -95125.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95144.531250 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -95144.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95153.554688 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -95153.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95162.593750 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -95162.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95167.640625 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -95167.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95171.234375 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -95171.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95171.234375 Penalty: 3319.888428
	Iteration 10F: 3 clusters Score -95171.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Entering Unmasked Estep 
Score: -6753593.500000 Penalty: 2689.191650
	Iteration 0F: 2 clusters Score -6753594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6719346.000000 Penalty: 5378.383301
	Iteration 0F: 3 clusters Score -6719346 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6732081.500000 Penalty: 5378.383301
	Iteration 1F: 3 clusters Score -6732082 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -6732538.000000 Penalty: 5378.383301
	Iteration 2Q: 3 clusters Score -6732538 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -6732898.500000 Penalty: 5378.383301
	Iteration 3Q: 3 clusters Score -6732898 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6733291.500000 Penalty: 5378.383301
	Iteration 4Q: 3 clusters Score -6733292 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -6733614.000000 Penalty: 5378.383301
	Iteration 5Q: 3 clusters Score -6733614 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -6733955.000000 Penalty: 5378.383301
	Iteration 6Q: 3 clusters Score -6733955 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6734309.000000 Penalty: 5378.383301
	Iteration 7Q: 3 clusters Score -6734309 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -6734854.000000 Penalty: 5378.383301
	Iteration 8Q: 3 clusters Score -6734854 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -6735550.500000 Penalty: 5378.383301
	Iteration 9Q: 3 clusters Score -6735550 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6736644.000000 Penalty: 5378.383301
	Iteration 10Q: 3 clusters Score -6736644 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -6738308.500000 Penalty: 5378.383301
	Iteration 11F: 3 clusters Score -6738308 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -6740503.000000 Penalty: 5378.383301
	Iteration 12F: 3 clusters Score -6740503 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -6742946.000000 Penalty: 5378.383301
	Iteration 13F: 3 clusters Score -6742946 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -6745172.000000 Penalty: 5378.383301
	Iteration 14Q: 3 clusters Score -6745172 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -6746716.500000 Penalty: 5378.383301
	Iteration 15Q: 3 clusters Score -6746716 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -6747752.000000 Penalty: 5378.383301
	Iteration 16Q: 3 clusters Score -6747752 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6748432.000000 Penalty: 5378.383301
	Iteration 17Q: 3 clusters Score -6748432 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -6748851.000000 Penalty: 5378.383301
	Iteration 18Q: 3 clusters Score -6748851 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6749128.000000 Penalty: 5378.383301
	Iteration 19Q: 3 clusters Score -6749128 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6749353.000000 Penalty: 5378.383301
	Iteration 20F: 3 clusters Score -6749353 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6749562.000000 Penalty: 5378.383301
	Iteration 21Q: 3 clusters Score -6749562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6749699.000000 Penalty: 5378.383301
	Iteration 22Q: 3 clusters Score -6749699 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6749870.500000 Penalty: 5378.383301
	Iteration 23Q: 3 clusters Score -6749870 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6749990.000000 Penalty: 5378.383301
	Iteration 24Q: 3 clusters Score -6749990 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6750146.500000 Penalty: 5378.383301
	Iteration 25Q: 3 clusters Score -6750146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6750246.000000 Penalty: 5378.383301
	Iteration 26Q: 3 clusters Score -6750246 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6750349.500000 Penalty: 5378.383301
	Iteration 27Q: 3 clusters Score -6750350 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6750431.000000 Penalty: 5378.383301
	Iteration 28Q: 3 clusters Score -6750431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6750521.000000 Penalty: 5378.383301
	Iteration 29Q: 3 clusters Score -6750521 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6750589.000000 Penalty: 5378.383301
	Iteration 30Q: 3 clusters Score -6750589 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6750656.500000 Penalty: 5378.383301
	Iteration 31Q: 3 clusters Score -6750656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6750732.500000 Penalty: 5378.383301
	Iteration 32Q: 3 clusters Score -6750732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6750780.000000 Penalty: 5378.383301
	Iteration 33Q: 3 clusters Score -6750780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6750867.000000 Penalty: 5378.383301
	Iteration 34Q: 3 clusters Score -6750867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6750914.500000 Penalty: 5378.383301
	Iteration 35Q: 3 clusters Score -6750914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6750954.000000 Penalty: 5378.383301
	Iteration 36Q: 3 clusters Score -6750954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6750974.000000 Penalty: 5378.383301
	Iteration 37Q: 3 clusters Score -6750974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6751004.000000 Penalty: 5378.383301
	Iteration 38Q: 3 clusters Score -6751004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6751017.500000 Penalty: 5378.383301
	Iteration 39Q: 3 clusters Score -6751018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6751032.000000 Penalty: 5378.383301
	Iteration 40F: 3 clusters Score -6751032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6751056.500000 Penalty: 5378.383301
	Iteration 41Q: 3 clusters Score -6751056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6751069.500000 Penalty: 5378.383301
	Iteration 42Q: 3 clusters Score -6751070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6751087.000000 Penalty: 5378.383301
	Iteration 43Q: 3 clusters Score -6751087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6751114.500000 Penalty: 5378.383301
	Iteration 44Q: 3 clusters Score -6751114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6751110.000000 Penalty: 5378.383301
	Iteration 45Q: 3 clusters Score -6751110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6751118.000000 Penalty: 5378.383301
	Iteration 46Q: 3 clusters Score -6751118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6751129.000000 Penalty: 5378.383301
	Iteration 47Q: 3 clusters Score -6751129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6751124.000000 Penalty: 5378.383301
	Iteration 48Q: 3 clusters Score -6751124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6751141.500000 Penalty: 5378.383301
	Iteration 49Q: 3 clusters Score -6751142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6751141.000000 Penalty: 5378.383301
	Iteration 50Q: 3 clusters Score -6751141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6751134.000000 Penalty: 5378.383301
	Iteration 51Q: 3 clusters Score -6751134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6751142.500000 Penalty: 5378.383301
	Iteration 52Q: 3 clusters Score -6751142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6751144.000000 Penalty: 5378.383301
	Iteration 53Q: 3 clusters Score -6751144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6751162.000000 Penalty: 5378.383301
	Iteration 54Q: 3 clusters Score -6751162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6751173.000000 Penalty: 5378.383301
	Iteration 55Q: 3 clusters Score -6751173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6751180.000000 Penalty: 5378.383301
	Iteration 56Q: 3 clusters Score -6751180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6751195.000000 Penalty: 5378.383301
	Iteration 57Q: 3 clusters Score -6751195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6751201.000000 Penalty: 5378.383301
	Iteration 58Q: 3 clusters Score -6751201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6751202.500000 Penalty: 5378.383301
	Iteration 59Q: 3 clusters Score -6751202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6751211.000000 Penalty: 5378.383301
	Iteration 60F: 3 clusters Score -6751211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6751218.500000 Penalty: 5378.383301
	Iteration 61Q: 3 clusters Score -6751218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6751220.500000 Penalty: 5378.383301
	Iteration 62Q: 3 clusters Score -6751220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6751237.500000 Penalty: 5378.383301
	Iteration 63Q: 3 clusters Score -6751238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6751252.500000 Penalty: 5378.383301
	Iteration 64Q: 3 clusters Score -6751252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6751254.000000 Penalty: 5378.383301
	Iteration 65Q: 3 clusters Score -6751254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6751262.500000 Penalty: 5378.383301
	Iteration 66Q: 3 clusters Score -6751262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6751264.000000 Penalty: 5378.383301
	Iteration 67Q: 3 clusters Score -6751264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6751268.000000 Penalty: 5378.383301
	Iteration 68Q: 3 clusters Score -6751268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6751273.500000 Penalty: 5378.383301
	Iteration 69Q: 3 clusters Score -6751274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6751273.500000 Penalty: 5378.383301
	Iteration 70F: 3 clusters Score -6751274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Entering Unmasked Estep 
Score: -2779075.000000 Penalty: 2474.530518
	Iteration 0F: 2 clusters Score -2779075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2763977.500000 Penalty: 4949.061035
	Iteration 0F: 3 clusters Score -2763978 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2768963.250000 Penalty: 4949.061035
	Iteration 1F: 3 clusters Score -2768963 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2769266.750000 Penalty: 4949.061035
	Iteration 2Q: 3 clusters Score -2769267 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2769548.250000 Penalty: 4949.061035
	Iteration 3Q: 3 clusters Score -2769548 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2769817.750000 Penalty: 4949.061035
	Iteration 4Q: 3 clusters Score -2769818 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2770151.500000 Penalty: 4949.061035
	Iteration 5Q: 3 clusters Score -2770152 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2770623.250000 Penalty: 4949.061035
	Iteration 6Q: 3 clusters Score -2770623 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2771294.500000 Penalty: 4949.061035
	Iteration 7Q: 3 clusters Score -2771294 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2772216.000000 Penalty: 4949.061035
	Iteration 8F: 3 clusters Score -2772216 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2773300.500000 Penalty: 4949.061035
	Iteration 9F: 3 clusters Score -2773300 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2774531.250000 Penalty: 4949.061035
	Iteration 10F: 3 clusters Score -2774531 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2775578.750000 Penalty: 4949.061035
	Iteration 11F: 3 clusters Score -2775579 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2776312.250000 Penalty: 4949.061035
	Iteration 12Q: 3 clusters Score -2776312 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2776810.500000 Penalty: 4949.061035
	Iteration 13Q: 3 clusters Score -2776810 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2777123.500000 Penalty: 4949.061035
	Iteration 14Q: 3 clusters Score -2777124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2777278.500000 Penalty: 4949.061035
	Iteration 15Q: 3 clusters Score -2777278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2777375.750000 Penalty: 4949.061035
	Iteration 16Q: 3 clusters Score -2777376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2777438.000000 Penalty: 4949.061035
	Iteration 17Q: 3 clusters Score -2777438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2777473.750000 Penalty: 4949.061035
	Iteration 18Q: 3 clusters Score -2777474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2777514.750000 Penalty: 4949.061035
	Iteration 19Q: 3 clusters Score -2777515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2777541.750000 Penalty: 4949.061035
	Iteration 20F: 3 clusters Score -2777542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2777558.750000 Penalty: 4949.061035
	Iteration 21Q: 3 clusters Score -2777559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2777566.250000 Penalty: 4949.061035
	Iteration 22Q: 3 clusters Score -2777566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2777570.250000 Penalty: 4949.061035
	Iteration 23Q: 3 clusters Score -2777570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2777575.250000 Penalty: 4949.061035
	Iteration 24Q: 3 clusters Score -2777575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2777587.500000 Penalty: 4949.061035
	Iteration 25Q: 3 clusters Score -2777588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2777596.750000 Penalty: 4949.061035
	Iteration 26Q: 3 clusters Score -2777597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2777597.000000 Penalty: 4949.061035
	Iteration 27Q: 3 clusters Score -2777597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2777601.250000 Penalty: 4949.061035
	Iteration 28Q: 3 clusters Score -2777601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2777610.750000 Penalty: 4949.061035
	Iteration 29Q: 3 clusters Score -2777611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2777613.500000 Penalty: 4949.061035
	Iteration 30Q: 3 clusters Score -2777614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2777614.250000 Penalty: 4949.061035
	Iteration 31Q: 3 clusters Score -2777614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2777614.000000 Penalty: 4949.061035
	Iteration 32Q: 3 clusters Score -2777614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2777616.250000 Penalty: 4949.061035
	Iteration 33Q: 3 clusters Score -2777616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2777613.000000 Penalty: 4949.061035
	Iteration 34Q: 3 clusters Score -2777613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2777617.000000 Penalty: 4949.061035
	Iteration 35Q: 3 clusters Score -2777617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2777619.750000 Penalty: 4949.061035
	Iteration 36Q: 3 clusters Score -2777620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2777621.500000 Penalty: 4949.061035
	Iteration 37Q: 3 clusters Score -2777622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2777626.000000 Penalty: 4949.061035
	Iteration 38Q: 3 clusters Score -2777626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2777630.750000 Penalty: 4949.061035
	Iteration 39Q: 3 clusters Score -2777631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2777628.500000 Penalty: 4949.061035
	Iteration 40F: 3 clusters Score -2777628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2777630.750000 Penalty: 4949.061035
	Iteration 41Q: 3 clusters Score -2777631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2777634.250000 Penalty: 4949.061035
	Iteration 42Q: 3 clusters Score -2777634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2777637.500000 Penalty: 4949.061035
	Iteration 43Q: 3 clusters Score -2777638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2777638.750000 Penalty: 4949.061035
	Iteration 44Q: 3 clusters Score -2777639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2777643.500000 Penalty: 4949.061035
	Iteration 45Q: 3 clusters Score -2777644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2777644.750000 Penalty: 4949.061035
	Iteration 46Q: 3 clusters Score -2777645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2777644.500000 Penalty: 4949.061035
	Iteration 47Q: 3 clusters Score -2777644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2777649.000000 Penalty: 4949.061035
	Iteration 48Q: 3 clusters Score -2777649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2777649.500000 Penalty: 4949.061035
	Iteration 49Q: 3 clusters Score -2777650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2777649.500000 Penalty: 4949.061035
	Iteration 50F: 3 clusters Score -2777650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -565171.125000 Penalty: 2086.520020
	Iteration 0F: 2 clusters Score -565171.1 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 2292 members 
Entering Unmasked Estep 
Score: -560992.625000 Penalty: 4173.040039
	Iteration 0F: 3 clusters Score -560992.6 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -561950.125000 Penalty: 4173.040039
	Iteration 1F: 3 clusters Score -561950.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -562153.812500 Penalty: 4173.040039
	Iteration 2F: 3 clusters Score -562153.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -562290.375000 Penalty: 4173.040039
	Iteration 3Q: 3 clusters Score -562290.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -562403.500000 Penalty: 4173.040039
	Iteration 4Q: 3 clusters Score -562403.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -562507.250000 Penalty: 4173.040039
	Iteration 5Q: 3 clusters Score -562507.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -562626.062500 Penalty: 4173.040039
	Iteration 6Q: 3 clusters Score -562626.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -562760.625000 Penalty: 4173.040039
	Iteration 7Q: 3 clusters Score -562760.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -562884.750000 Penalty: 4173.040039
	Iteration 8Q: 3 clusters Score -562884.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -563022.250000 Penalty: 4173.040039
	Iteration 9Q: 3 clusters Score -563022.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -563136.250000 Penalty: 4173.040039
	Iteration 10Q: 3 clusters Score -563136.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -563236.062500 Penalty: 4173.040039
	Iteration 11Q: 3 clusters Score -563236.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -563351.937500 Penalty: 4173.040039
	Iteration 12Q: 3 clusters Score -563351.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -563505.062500 Penalty: 4173.040039
	Iteration 13Q: 3 clusters Score -563505.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -563662.875000 Penalty: 4173.040039
	Iteration 14Q: 3 clusters Score -563662.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -563787.562500 Penalty: 4173.040039
	Iteration 15Q: 3 clusters Score -563787.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -563875.937500 Penalty: 4173.040039
	Iteration 16Q: 3 clusters Score -563875.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -563944.750000 Penalty: 4173.040039
	Iteration 17Q: 3 clusters Score -563944.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -563987.437500 Penalty: 4173.040039
	Iteration 18Q: 3 clusters Score -563987.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -564015.187500 Penalty: 4173.040039
	Iteration 19Q: 3 clusters Score -564015.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -564043.375000 Penalty: 4173.040039
	Iteration 20F: 3 clusters Score -564043.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -564071.125000 Penalty: 4173.040039
	Iteration 21Q: 3 clusters Score -564071.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -564094.125000 Penalty: 4173.040039
	Iteration 22Q: 3 clusters Score -564094.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -564103.375000 Penalty: 4173.040039
	Iteration 23Q: 3 clusters Score -564103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -564106.187500 Penalty: 4173.040039
	Iteration 24Q: 3 clusters Score -564106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -564107.812500 Penalty: 4173.040039
	Iteration 25Q: 3 clusters Score -564107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -564109.687500 Penalty: 4173.040039
	Iteration 26Q: 3 clusters Score -564109.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -564114.375000 Penalty: 4173.040039
	Iteration 27Q: 3 clusters Score -564114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -564120.750000 Penalty: 4173.040039
	Iteration 28Q: 3 clusters Score -564120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -564125.187500 Penalty: 4173.040039
	Iteration 29Q: 3 clusters Score -564125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -564127.375000 Penalty: 4173.040039
	Iteration 30Q: 3 clusters Score -564127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -564130.062500 Penalty: 4173.040039
	Iteration 31Q: 3 clusters Score -564130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -564133.500000 Penalty: 4173.040039
	Iteration 32Q: 3 clusters Score -564133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -564137.750000 Penalty: 4173.040039
	Iteration 33Q: 3 clusters Score -564137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -564141.562500 Penalty: 4173.040039
	Iteration 34Q: 3 clusters Score -564141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -564141.812500 Penalty: 4173.040039
	Iteration 35Q: 3 clusters Score -564141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -564145.000000 Penalty: 4173.040039
	Iteration 36Q: 3 clusters Score -564145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -564150.125000 Penalty: 4173.040039
	Iteration 37Q: 3 clusters Score -564150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -564155.812500 Penalty: 4173.040039
	Iteration 38Q: 3 clusters Score -564155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -564160.375000 Penalty: 4173.040039
	Iteration 39Q: 3 clusters Score -564160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -564162.500000 Penalty: 4173.040039
	Iteration 40F: 3 clusters Score -564162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -564164.687500 Penalty: 4173.040039
	Iteration 41Q: 3 clusters Score -564164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -564165.687500 Penalty: 4173.040039
	Iteration 42Q: 3 clusters Score -564165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -564169.875000 Penalty: 4173.040039
	Iteration 43Q: 3 clusters Score -564169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -564174.125000 Penalty: 4173.040039
	Iteration 44Q: 3 clusters Score -564174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -564182.312500 Penalty: 4173.040039
	Iteration 45Q: 3 clusters Score -564182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -564186.375000 Penalty: 4173.040039
	Iteration 46Q: 3 clusters Score -564186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -564188.750000 Penalty: 4173.040039
	Iteration 47Q: 3 clusters Score -564188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -564188.312500 Penalty: 4173.040039
	Iteration 48Q: 3 clusters Score -564188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -564188.750000 Penalty: 4173.040039
	Iteration 49Q: 3 clusters Score -564188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -564188.375000 Penalty: 4173.040039
	Iteration 50Q: 3 clusters Score -564188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -564188.375000 Penalty: 4173.040039
	Iteration 51F: 3 clusters Score -564188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69615.976562 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69615.98 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69838.539062 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69838.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69879.937500 Penalty: 3194.709473
	Iteration 2Q: 3 clusters Score -69879.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69910.664062 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -69910.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69941.648438 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -69941.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69967.359375 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -69967.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69983.281250 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -69983.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70003.796875 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70016.960938 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70016.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70028.804688 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70038.468750 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70038.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70052.914062 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70052.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70078.289062 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -70078.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70159.437500 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -70159.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70297.156250 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -70297.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70420.781250 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -70420.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70469.015625 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -70469.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70520.164062 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -70520.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70548.875000 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -70548.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70570.226562 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -70570.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70605.304688 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -70605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70670.234375 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -70670.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70712.507812 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -70712.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70737.453125 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -70737.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70744.226562 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -70744.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70746.742188 Penalty: 3194.709473
	Iteration 25Q: 3 clusters Score -70746.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70746.742188 Penalty: 3194.709473
	Iteration 26F: 3 clusters Score -70746.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (273834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273834 members 
Entering Unmasked Estep 
Score: -35071908.000000 Penalty: 3105.028809
	Iteration 0F: 2 clusters Score -3.507191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136950 members 
Mstep: Class 2 contains 136884 members 
Entering Unmasked Estep 
Score: -34908256.000000 Penalty: 6210.057617
	Iteration 0F: 3 clusters Score -3.490826e+07 nChanged 132282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137114 members 
Mstep: Class 2 contains 136720 members 
Entering Unmasked Estep 
Score: -34986908.000000 Penalty: 6210.057617
	Iteration 1F: 3 clusters Score -3.498691e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -34988088.000000 Penalty: 6210.057617
	Iteration 2Q: 3 clusters Score -3.498809e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -34989044.000000 Penalty: 6210.057617
	Iteration 3Q: 3 clusters Score -3.498904e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 133844 members 
Entering Unmasked Estep 
Score: -34990964.000000 Penalty: 6210.057617
	Iteration 4Q: 3 clusters Score -3.499096e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 131669 members 
Entering Unmasked Estep 
Score: -34993700.000000 Penalty: 6210.057617
	Iteration 5Q: 3 clusters Score -3.49937e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -34997876.000000 Penalty: 6210.057617
	Iteration 6Q: 3 clusters Score -3.499788e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -35005196.000000 Penalty: 6210.057617
	Iteration 7Q: 3 clusters Score -3.50052e+07 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 118959 members 
Entering Unmasked Estep 
Score: -35016684.000000 Penalty: 6210.057617
	Iteration 8F: 3 clusters Score -3.501668e+07 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -35030856.000000 Penalty: 6210.057617
	Iteration 9F: 3 clusters Score -3.503086e+07 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -35040236.000000 Penalty: 6210.057617
	Iteration 10F: 3 clusters Score -3.504024e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -35043688.000000 Penalty: 6210.057617
	Iteration 11Q: 3 clusters Score -3.504369e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -35045108.000000 Penalty: 6210.057617
	Iteration 12Q: 3 clusters Score -3.504511e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -35045812.000000 Penalty: 6210.057617
	Iteration 13Q: 3 clusters Score -3.504581e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -35046328.000000 Penalty: 6210.057617
	Iteration 14Q: 3 clusters Score -3.504633e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175298 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -35046980.000000 Penalty: 6210.057617
	Iteration 15Q: 3 clusters Score -3.504698e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -35047488.000000 Penalty: 6210.057617
	Iteration 16Q: 3 clusters Score -3.504749e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178487 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -35047844.000000 Penalty: 6210.057617
	Iteration 17Q: 3 clusters Score -3.504784e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -35048144.000000 Penalty: 6210.057617
	Iteration 18Q: 3 clusters Score -3.504814e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -35048424.000000 Penalty: 6210.057617
	Iteration 19Q: 3 clusters Score -3.504842e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -35048892.000000 Penalty: 6210.057617
	Iteration 20F: 3 clusters Score -3.504889e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -35049168.000000 Penalty: 6210.057617
	Iteration 21Q: 3 clusters Score -3.504917e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -35049272.000000 Penalty: 6210.057617
	Iteration 22Q: 3 clusters Score -3.504927e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -35049528.000000 Penalty: 6210.057617
	Iteration 23Q: 3 clusters Score -3.504953e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -35049760.000000 Penalty: 6210.057617
	Iteration 24Q: 3 clusters Score -3.504976e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -35049908.000000 Penalty: 6210.057617
	Iteration 25Q: 3 clusters Score -3.504991e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187001 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -35050172.000000 Penalty: 6210.057617
	Iteration 26Q: 3 clusters Score -3.505017e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -35050368.000000 Penalty: 6210.057617
	Iteration 27Q: 3 clusters Score -3.505037e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -35050368.000000 Penalty: 6210.057617
	Iteration 28Q: 3 clusters Score -3.505037e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188056 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -35050392.000000 Penalty: 6210.057617
	Iteration 29Q: 3 clusters Score -3.505039e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188090 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -35050384.000000 Penalty: 6210.057617
	Iteration 30Q: 3 clusters Score -3.505038e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187994 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -35050520.000000 Penalty: 6210.057617
	Iteration 31Q: 3 clusters Score -3.505052e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -35050808.000000 Penalty: 6210.057617
	Iteration 32Q: 3 clusters Score -3.505081e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187374 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -35050952.000000 Penalty: 6210.057617
	Iteration 33Q: 3 clusters Score -3.505095e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -35051092.000000 Penalty: 6210.057617
	Iteration 34Q: 3 clusters Score -3.505109e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186487 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -35051108.000000 Penalty: 6210.057617
	Iteration 35Q: 3 clusters Score -3.505111e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185893 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -35051144.000000 Penalty: 6210.057617
	Iteration 36Q: 3 clusters Score -3.505114e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185188 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -35051260.000000 Penalty: 6210.057617
	Iteration 37Q: 3 clusters Score -3.505126e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -35051412.000000 Penalty: 6210.057617
	Iteration 38Q: 3 clusters Score -3.505141e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183453 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -35051564.000000 Penalty: 6210.057617
	Iteration 39Q: 3 clusters Score -3.505156e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182518 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -35051776.000000 Penalty: 6210.057617
	Iteration 40F: 3 clusters Score -3.505178e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -35052084.000000 Penalty: 6210.057617
	Iteration 41Q: 3 clusters Score -3.505208e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -35052392.000000 Penalty: 6210.057617
	Iteration 42Q: 3 clusters Score -3.505239e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179096 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -35052600.000000 Penalty: 6210.057617
	Iteration 43Q: 3 clusters Score -3.50526e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -35052892.000000 Penalty: 6210.057617
	Iteration 44Q: 3 clusters Score -3.505289e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176750 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -35053216.000000 Penalty: 6210.057617
	Iteration 45Q: 3 clusters Score -3.505322e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -35053520.000000 Penalty: 6210.057617
	Iteration 46Q: 3 clusters Score -3.505352e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -35053828.000000 Penalty: 6210.057617
	Iteration 47Q: 3 clusters Score -3.505383e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -35054192.000000 Penalty: 6210.057617
	Iteration 48Q: 3 clusters Score -3.505419e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172239 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -35054764.000000 Penalty: 6210.057617
	Iteration 49Q: 3 clusters Score -3.505476e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -35055228.000000 Penalty: 6210.057617
	Iteration 50Q: 3 clusters Score -3.505523e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -35055648.000000 Penalty: 6210.057617
	Iteration 51Q: 3 clusters Score -3.505565e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -35056140.000000 Penalty: 6210.057617
	Iteration 52Q: 3 clusters Score -3.505614e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168156 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -35056528.000000 Penalty: 6210.057617
	Iteration 53Q: 3 clusters Score -3.505653e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -35056824.000000 Penalty: 6210.057617
	Iteration 54Q: 3 clusters Score -3.505682e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -35057200.000000 Penalty: 6210.057617
	Iteration 55Q: 3 clusters Score -3.50572e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -35057336.000000 Penalty: 6210.057617
	Iteration 56Q: 3 clusters Score -3.505734e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -35057432.000000 Penalty: 6210.057617
	Iteration 57Q: 3 clusters Score -3.505743e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -35057680.000000 Penalty: 6210.057617
	Iteration 58Q: 3 clusters Score -3.505768e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -35057792.000000 Penalty: 6210.057617
	Iteration 59Q: 3 clusters Score -3.505779e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -35058036.000000 Penalty: 6210.057617
	Iteration 60F: 3 clusters Score -3.505804e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164429 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -35058124.000000 Penalty: 6210.057617
	Iteration 61Q: 3 clusters Score -3.505812e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -35058276.000000 Penalty: 6210.057617
	Iteration 62Q: 3 clusters Score -3.505828e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -35058372.000000 Penalty: 6210.057617
	Iteration 63Q: 3 clusters Score -3.505837e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -35058404.000000 Penalty: 6210.057617
	Iteration 64Q: 3 clusters Score -3.50584e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -35058360.000000 Penalty: 6210.057617
	Iteration 65Q: 3 clusters Score -3.505836e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -35058464.000000 Penalty: 6210.057617
	Iteration 66Q: 3 clusters Score -3.505846e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -35058420.000000 Penalty: 6210.057617
	Iteration 67Q: 3 clusters Score -3.505842e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162575 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -35058468.000000 Penalty: 6210.057617
	Iteration 68Q: 3 clusters Score -3.505847e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162407 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -35058492.000000 Penalty: 6210.057617
	Iteration 69Q: 3 clusters Score -3.505849e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -35058524.000000 Penalty: 6210.057617
	Iteration 70Q: 3 clusters Score -3.505852e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162124 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -35058572.000000 Penalty: 6210.057617
	Iteration 71Q: 3 clusters Score -3.505857e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -35058596.000000 Penalty: 6210.057617
	Iteration 72Q: 3 clusters Score -3.50586e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 111967 members 
Entering Unmasked Estep 
Score: -35058676.000000 Penalty: 6210.057617
	Iteration 73Q: 3 clusters Score -3.505868e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -35058656.000000 Penalty: 6210.057617
	Iteration 74Q: 3 clusters Score -3.505866e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 112157 members 
Entering Unmasked Estep 
Score: -35058684.000000 Penalty: 6210.057617
	Iteration 75Q: 3 clusters Score -3.505868e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -35058704.000000 Penalty: 6210.057617
	Iteration 76Q: 3 clusters Score -3.50587e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161554 members 
Mstep: Class 2 contains 112280 members 
Entering Unmasked Estep 
Score: -35058716.000000 Penalty: 6210.057617
	Iteration 77Q: 3 clusters Score -3.505872e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -35058744.000000 Penalty: 6210.057617
	Iteration 78Q: 3 clusters Score -3.505874e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -35058788.000000 Penalty: 6210.057617
	Iteration 79Q: 3 clusters Score -3.505879e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 112389 members 
Entering Unmasked Estep 
Score: -35058756.000000 Penalty: 6210.057617
	Iteration 80F: 3 clusters Score -3.505876e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -35058744.000000 Penalty: 6210.057617
	Iteration 81Q: 3 clusters Score -3.505874e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -35058724.000000 Penalty: 6210.057617
	Iteration 82Q: 3 clusters Score -3.505872e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161394 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -35058744.000000 Penalty: 6210.057617
	Iteration 83Q: 3 clusters Score -3.505874e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -35058744.000000 Penalty: 6210.057617
	Iteration 84Q: 3 clusters Score -3.505874e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -35058748.000000 Penalty: 6210.057617
	Iteration 85Q: 3 clusters Score -3.505875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -35058728.000000 Penalty: 6210.057617
	Iteration 86Q: 3 clusters Score -3.505873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161384 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -35058728.000000 Penalty: 6210.057617
	Iteration 87Q: 3 clusters Score -3.505873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161389 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -35058732.000000 Penalty: 6210.057617
	Iteration 88Q: 3 clusters Score -3.505873e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 112443 members 
Entering Unmasked Estep 
Score: -35058732.000000 Penalty: 6210.057617
	Iteration 89Q: 3 clusters Score -3.505873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -35058736.000000 Penalty: 6210.057617
	Iteration 90Q: 3 clusters Score -3.505874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -35058708.000000 Penalty: 6210.057617
	Iteration 91Q: 3 clusters Score -3.505871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -35058728.000000 Penalty: 6210.057617
	Iteration 92Q: 3 clusters Score -3.505873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
Score: -35058732.000000 Penalty: 6210.057617
	Iteration 93Q: 3 clusters Score -3.505873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -35058732.000000 Penalty: 6210.057617
	Iteration 94Q: 3 clusters Score -3.505873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -35058740.000000 Penalty: 6210.057617
	Iteration 95Q: 3 clusters Score -3.505874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -35058720.000000 Penalty: 6210.057617
	Iteration 96Q: 3 clusters Score -3.505872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -35058724.000000 Penalty: 6210.057617
	Iteration 97Q: 3 clusters Score -3.505872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -35058720.000000 Penalty: 6210.057617
	Iteration 98Q: 3 clusters Score -3.505872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -35058716.000000 Penalty: 6210.057617
	Iteration 99Q: 3 clusters Score -3.505872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -35058728.000000 Penalty: 6210.057617
	Iteration 100F: 3 clusters Score -3.505873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -35058724.000000 Penalty: 6210.057617
	Iteration 101Q: 3 clusters Score -3.505872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -35058732.000000 Penalty: 6210.057617
	Iteration 102Q: 3 clusters Score -3.505873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -35058716.000000 Penalty: 6210.057617
	Iteration 103Q: 3 clusters Score -3.505872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161377 members 
Mstep: Class 2 contains 112457 members 
Entering Unmasked Estep 
Score: -35058724.000000 Penalty: 6210.057617
	Iteration 104Q: 3 clusters Score -3.505872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -35058720.000000 Penalty: 6210.057617
	Iteration 105Q: 3 clusters Score -3.505872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -35058720.000000 Penalty: 6210.057617
	Iteration 106F: 3 clusters Score -3.505872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89517.468750 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89517.47 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89923.789062 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89923.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90182.984375 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90182.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90406.312500 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90406.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90571.554688 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -90571.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90694.640625 Penalty: 3349.705322
	Iteration 5F: 3 clusters Score -90694.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90792.164062 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90792.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90919.328125 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90919.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90995.359375 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90995.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91016.390625 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -91016.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91034.906250 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -91034.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91045.500000 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -91045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91053.273438 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -91053.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91055.351562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -91055.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91059.140625 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -91059.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91064.765625 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -91064.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91072.843750 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -91072.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91074.804688 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -91074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91074.804688 Penalty: 3349.705322
	Iteration 18F: 3 clusters Score -91074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68801.656250 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68801.66 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69139.250000 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69139.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69255.914062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69255.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69363.585938 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69363.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69434.742188 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69434.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69466.539062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69466.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69481.210938 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69481.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69496.132812 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69496.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69499.882812 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69499.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69511.328125 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69511.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69527.414062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69527.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69542.703125 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69554.859375 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69554.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69566.437500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69566.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69580.804688 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69598.125000 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69598.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69615.335938 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -69615.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69621.296875 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -69621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69628.500000 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -69628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69636.398438 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -69636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69637.937500 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -69637.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49691.617188 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49691.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49858.832031 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49858.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49888.261719 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49888.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49903.121094 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49903.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49918.148438 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49918.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49925.812500 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49925.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49932.816406 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49932.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49936.199219 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -49936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49936.199219 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -49936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -2395648.250000 Penalty: 2450.357910
	Iteration 0F: 2 clusters Score -2395648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2381821.750000 Penalty: 4900.715820
	Iteration 0F: 3 clusters Score -2381822 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2386821.500000 Penalty: 4900.715820
	Iteration 1F: 3 clusters Score -2386822 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2387720.500000 Penalty: 4900.715820
	Iteration 2F: 3 clusters Score -2387720 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2388910.500000 Penalty: 4900.715820
	Iteration 3F: 3 clusters Score -2388910 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2390382.500000 Penalty: 4900.715820
	Iteration 4F: 3 clusters Score -2390382 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2391750.000000 Penalty: 4900.715820
	Iteration 5F: 3 clusters Score -2391750 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2392719.000000 Penalty: 4900.715820
	Iteration 6F: 3 clusters Score -2392719 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2393360.000000 Penalty: 4900.715820
	Iteration 7F: 3 clusters Score -2393360 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2393717.000000 Penalty: 4900.715820
	Iteration 8Q: 3 clusters Score -2393717 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2393892.250000 Penalty: 4900.715820
	Iteration 9Q: 3 clusters Score -2393892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2393956.750000 Penalty: 4900.715820
	Iteration 10Q: 3 clusters Score -2393957 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2393978.750000 Penalty: 4900.715820
	Iteration 11Q: 3 clusters Score -2393979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2393988.000000 Penalty: 4900.715820
	Iteration 12Q: 3 clusters Score -2393988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2393998.000000 Penalty: 4900.715820
	Iteration 13Q: 3 clusters Score -2393998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2393998.000000 Penalty: 4900.715820
	Iteration 14Q: 3 clusters Score -2393998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2394006.250000 Penalty: 4900.715820
	Iteration 15Q: 3 clusters Score -2394006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2394006.750000 Penalty: 4900.715820
	Iteration 16Q: 3 clusters Score -2394007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2394006.000000 Penalty: 4900.715820
	Iteration 17Q: 3 clusters Score -2394006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2394005.000000 Penalty: 4900.715820
	Iteration 18Q: 3 clusters Score -2394005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2394008.000000 Penalty: 4900.715820
	Iteration 19Q: 3 clusters Score -2394008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2394011.250000 Penalty: 4900.715820
	Iteration 20F: 3 clusters Score -2394011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2394009.250000 Penalty: 4900.715820
	Iteration 21Q: 3 clusters Score -2394009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2394008.750000 Penalty: 4900.715820
	Iteration 22Q: 3 clusters Score -2394009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2394001.500000 Penalty: 4900.715820
	Iteration 23Q: 3 clusters Score -2394002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2394007.250000 Penalty: 4900.715820
	Iteration 24Q: 3 clusters Score -2394007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2394006.500000 Penalty: 4900.715820
	Iteration 25Q: 3 clusters Score -2394006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2394007.000000 Penalty: 4900.715820
	Iteration 26Q: 3 clusters Score -2394007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2394007.250000 Penalty: 4900.715820
	Iteration 27Q: 3 clusters Score -2394007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2394006.750000 Penalty: 4900.715820
	Iteration 28Q: 3 clusters Score -2394007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2394009.500000 Penalty: 4900.715820
	Iteration 29Q: 3 clusters Score -2394010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2394010.750000 Penalty: 4900.715820
	Iteration 30Q: 3 clusters Score -2394011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2394008.500000 Penalty: 4900.715820
	Iteration 31Q: 3 clusters Score -2394008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2394010.250000 Penalty: 4900.715820
	Iteration 32Q: 3 clusters Score -2394010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2394010.250000 Penalty: 4900.715820
	Iteration 33F: 3 clusters Score -2394010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -36845.550781 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -36845.55 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 191 members 
Entering Unmasked Estep 
Score: -35627.476562 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -35627.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36083.281250 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -36083.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36365.222656 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -36365.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36573.039062 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -36573.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36689.863281 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -36689.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36777.328125 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -36777.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36800.941406 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -36800.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36809.320312 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -36809.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36809.515625 Penalty: 2955.378662
	Iteration 8F: 3 clusters Score -36809.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36840.640625 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -36840.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36903.718750 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -36903.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36911.386719 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -36911.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36918.519531 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -36918.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36927.523438 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -36927.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36949.710938 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -36949.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36979.847656 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -36979.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36979.847656 Penalty: 2955.378662
	Iteration 16F: 3 clusters Score -36979.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192751 members 
Mstep: Class 2 contains 54306 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 15403 members 
Mstep: Class 5 contains 173261 members 
Mstep: Class 6 contains 40554 members 
Mstep: Class 7 contains 52680 members 
Mstep: Class 8 contains 32768 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 179695 members 
Mstep: Class 11 contains 186506 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 51201 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 273834 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 109 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
Score: -166407456.000000 Penalty: 80372.445312
Splitting cluster 22 changes total score from -166409552.000000 to -166407456.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192751 members 
Mstep: Class 2 contains 54306 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 15403 members 
Mstep: Class 5 contains 173261 members 
Mstep: Class 6 contains 40554 members 
Mstep: Class 7 contains 52680 members 
Mstep: Class 8 contains 32768 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 179695 members 
Mstep: Class 11 contains 186506 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 51201 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 273834 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409536.000000 Penalty: 76877.992188
Iteration 199Q: 23 clusters Score -1.664095e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192763 members 
Mstep: Class 2 contains 54655 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 173120 members 
Mstep: Class 6 contains 40520 members 
Mstep: Class 7 contains 52763 members 
Mstep: Class 8 contains 32772 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 179561 members 
Mstep: Class 11 contains 186368 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 52366 members 
Mstep: Class 14 contains 21508 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 273066 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19335 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409312.000000 Penalty: 76877.992188
Iteration 200F: 23 clusters Score -1.664093e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192736 members 
Mstep: Class 2 contains 55005 members 
Mstep: Class 3 contains 12670 members 
Mstep: Class 4 contains 15347 members 
Mstep: Class 5 contains 172997 members 
Mstep: Class 6 contains 40507 members 
Mstep: Class 7 contains 52843 members 
Mstep: Class 8 contains 32784 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 179367 members 
Mstep: Class 11 contains 186306 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 53586 members 
Mstep: Class 14 contains 21478 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 272265 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 19092 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409376.000000 Penalty: 76877.992188
Iteration 201Q: 23 clusters Score -1.664094e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 55383 members 
Mstep: Class 3 contains 12535 members 
Mstep: Class 4 contains 15317 members 
Mstep: Class 5 contains 172871 members 
Mstep: Class 6 contains 40480 members 
Mstep: Class 7 contains 52876 members 
Mstep: Class 8 contains 32770 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 179246 members 
Mstep: Class 11 contains 186276 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 54794 members 
Mstep: Class 14 contains 21452 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 271401 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410080.000000 Penalty: 76877.992188
Iteration 202Q: 23 clusters Score -1.664101e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192591 members 
Mstep: Class 2 contains 55808 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 15296 members 
Mstep: Class 5 contains 172781 members 
Mstep: Class 6 contains 40428 members 
Mstep: Class 7 contains 52912 members 
Mstep: Class 8 contains 32759 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 179117 members 
Mstep: Class 11 contains 186250 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 56066 members 
Mstep: Class 14 contains 21420 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 270549 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 18592 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410224.000000 Penalty: 76877.992188
Iteration 203Q: 23 clusters Score -1.664102e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192610 members 
Mstep: Class 2 contains 56297 members 
Mstep: Class 3 contains 12271 members 
Mstep: Class 4 contains 15284 members 
Mstep: Class 5 contains 172628 members 
Mstep: Class 6 contains 40360 members 
Mstep: Class 7 contains 52950 members 
Mstep: Class 8 contains 32739 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 178997 members 
Mstep: Class 11 contains 186189 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 57411 members 
Mstep: Class 14 contains 21390 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 269553 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410608.000000 Penalty: 76877.992188
Iteration 204Q: 23 clusters Score -1.664106e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192649 members 
Mstep: Class 2 contains 56829 members 
Mstep: Class 3 contains 12127 members 
Mstep: Class 4 contains 15253 members 
Mstep: Class 5 contains 172435 members 
Mstep: Class 6 contains 40300 members 
Mstep: Class 7 contains 52980 members 
Mstep: Class 8 contains 32738 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 178885 members 
Mstep: Class 11 contains 186084 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 58824 members 
Mstep: Class 14 contains 21361 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 268531 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 17980 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411200.000000 Penalty: 76877.992188
Iteration 205Q: 23 clusters Score -1.664112e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192636 members 
Mstep: Class 2 contains 57365 members 
Mstep: Class 3 contains 11976 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 172207 members 
Mstep: Class 6 contains 40238 members 
Mstep: Class 7 contains 53053 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 178834 members 
Mstep: Class 11 contains 185961 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 21338 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 267503 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 17650 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411712.000000 Penalty: 76877.992188
Iteration 206Q: 23 clusters Score -1.664117e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192561 members 
Mstep: Class 2 contains 57951 members 
Mstep: Class 3 contains 11831 members 
Mstep: Class 4 contains 15218 members 
Mstep: Class 5 contains 171982 members 
Mstep: Class 6 contains 40177 members 
Mstep: Class 7 contains 53130 members 
Mstep: Class 8 contains 32677 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 178774 members 
Mstep: Class 11 contains 185877 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 61773 members 
Mstep: Class 14 contains 21313 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 266411 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 17296 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411728.000000 Penalty: 76877.992188
Iteration 207Q: 23 clusters Score -1.664117e+08 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192516 members 
Mstep: Class 2 contains 58538 members 
Mstep: Class 3 contains 11672 members 
Mstep: Class 4 contains 15180 members 
Mstep: Class 5 contains 171781 members 
Mstep: Class 6 contains 40112 members 
Mstep: Class 7 contains 53189 members 
Mstep: Class 8 contains 32682 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 178675 members 
Mstep: Class 11 contains 185774 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 63389 members 
Mstep: Class 14 contains 21281 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 265265 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 16920 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412432.000000 Penalty: 76877.992188
Iteration 208Q: 23 clusters Score -1.664124e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192495 members 
Mstep: Class 2 contains 59129 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 171607 members 
Mstep: Class 6 contains 40058 members 
Mstep: Class 7 contains 53246 members 
Mstep: Class 8 contains 32684 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 178533 members 
Mstep: Class 11 contains 185647 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 65116 members 
Mstep: Class 14 contains 21247 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 264045 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413376.000000 Penalty: 76877.992188
Iteration 209Q: 23 clusters Score -1.664134e+08 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192584 members 
Mstep: Class 2 contains 59645 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 15125 members 
Mstep: Class 5 contains 171436 members 
Mstep: Class 6 contains 39996 members 
Mstep: Class 7 contains 53280 members 
Mstep: Class 8 contains 32674 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 178363 members 
Mstep: Class 11 contains 185480 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 21209 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 262841 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 16152 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413328.000000 Penalty: 76877.992188
Iteration 210Q: 23 clusters Score -1.664133e+08 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192746 members 
Mstep: Class 2 contains 60149 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 15096 members 
Mstep: Class 5 contains 171262 members 
Mstep: Class 6 contains 39920 members 
Mstep: Class 7 contains 53334 members 
Mstep: Class 8 contains 32659 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 178206 members 
Mstep: Class 11 contains 185294 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 68684 members 
Mstep: Class 14 contains 21161 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 261537 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 15804 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413776.000000 Penalty: 76877.992188
Iteration 211Q: 23 clusters Score -1.664138e+08 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192916 members 
Mstep: Class 2 contains 60608 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 15060 members 
Mstep: Class 5 contains 171114 members 
Mstep: Class 6 contains 39830 members 
Mstep: Class 7 contains 53395 members 
Mstep: Class 8 contains 32652 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 178040 members 
Mstep: Class 11 contains 185087 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 70570 members 
Mstep: Class 14 contains 21122 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 260173 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413888.000000 Penalty: 76877.992188
Iteration 212Q: 23 clusters Score -1.664139e+08 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192928 members 
Mstep: Class 2 contains 61085 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 170921 members 
Mstep: Class 6 contains 39748 members 
Mstep: Class 7 contains 53444 members 
Mstep: Class 8 contains 32652 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 177914 members 
Mstep: Class 11 contains 184855 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 72530 members 
Mstep: Class 14 contains 21086 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 258898 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 15134 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414352.000000 Penalty: 76877.992188
Iteration 213Q: 23 clusters Score -1.664144e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192907 members 
Mstep: Class 2 contains 61544 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 15002 members 
Mstep: Class 5 contains 170712 members 
Mstep: Class 6 contains 39677 members 
Mstep: Class 7 contains 53504 members 
Mstep: Class 8 contains 32664 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 177761 members 
Mstep: Class 11 contains 184601 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 74553 members 
Mstep: Class 14 contains 21060 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 257643 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 14788 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414976.000000 Penalty: 76877.992188
Iteration 214Q: 23 clusters Score -1.66415e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193012 members 
Mstep: Class 2 contains 62009 members 
Mstep: Class 3 contains 10383 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 170503 members 
Mstep: Class 6 contains 39608 members 
Mstep: Class 7 contains 53580 members 
Mstep: Class 8 contains 32667 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 177569 members 
Mstep: Class 11 contains 184358 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 76607 members 
Mstep: Class 14 contains 21029 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 256253 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 14435 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415504.000000 Penalty: 76877.992188
Iteration 215Q: 23 clusters Score -1.664155e+08 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193117 members 
Mstep: Class 2 contains 62510 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 14935 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 39534 members 
Mstep: Class 7 contains 53662 members 
Mstep: Class 8 contains 32664 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 177444 members 
Mstep: Class 11 contains 184138 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 78676 members 
Mstep: Class 14 contains 20998 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 254773 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 14070 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416176.000000 Penalty: 76877.992188
Iteration 216Q: 23 clusters Score -1.664162e+08 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193061 members 
Mstep: Class 2 contains 62939 members 
Mstep: Class 3 contains 9999 members 
Mstep: Class 4 contains 14905 members 
Mstep: Class 5 contains 169946 members 
Mstep: Class 6 contains 39486 members 
Mstep: Class 7 contains 53734 members 
Mstep: Class 8 contains 32649 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 177349 members 
Mstep: Class 11 contains 183870 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 80948 members 
Mstep: Class 14 contains 20968 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 253391 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 13731 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416720.000000 Penalty: 76877.992188
Iteration 217Q: 23 clusters Score -1.664167e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192983 members 
Mstep: Class 2 contains 63301 members 
Mstep: Class 3 contains 9808 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 169600 members 
Mstep: Class 6 contains 39426 members 
Mstep: Class 7 contains 53840 members 
Mstep: Class 8 contains 32618 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 177300 members 
Mstep: Class 11 contains 183555 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 83338 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 251987 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 13433 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417648.000000 Penalty: 76877.992188
Iteration 218Q: 23 clusters Score -1.664176e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192799 members 
Mstep: Class 2 contains 63637 members 
Mstep: Class 3 contains 9627 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 5 contains 169184 members 
Mstep: Class 6 contains 39378 members 
Mstep: Class 7 contains 53935 members 
Mstep: Class 8 contains 32604 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 177329 members 
Mstep: Class 11 contains 183206 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 85860 members 
Mstep: Class 14 contains 20886 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 250574 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417440.000000 Penalty: 76877.992188
Iteration 219Q: 23 clusters Score -1.664174e+08 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192705 members 
Mstep: Class 2 contains 63915 members 
Mstep: Class 3 contains 9468 members 
Mstep: Class 4 contains 14786 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 39350 members 
Mstep: Class 7 contains 54051 members 
Mstep: Class 8 contains 32611 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 177309 members 
Mstep: Class 11 contains 182824 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 88384 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 249163 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418048.000000 Penalty: 76877.992188
Iteration 220F: 23 clusters Score -1.66418e+08 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192629 members 
Mstep: Class 2 contains 64186 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 4 contains 14717 members 
Mstep: Class 5 contains 168328 members 
Mstep: Class 6 contains 39288 members 
Mstep: Class 7 contains 54125 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 177341 members 
Mstep: Class 11 contains 182472 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 91053 members 
Mstep: Class 14 contains 20745 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 247672 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 12520 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418896.000000 Penalty: 76877.992188
Iteration 221Q: 23 clusters Score -1.664189e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192456 members 
Mstep: Class 2 contains 64419 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 4 contains 14637 members 
Mstep: Class 5 contains 167832 members 
Mstep: Class 6 contains 39236 members 
Mstep: Class 7 contains 54194 members 
Mstep: Class 8 contains 32639 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 177327 members 
Mstep: Class 11 contains 182132 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 93814 members 
Mstep: Class 14 contains 20684 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 246254 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420128.000000 Penalty: 76877.992188
Iteration 222Q: 23 clusters Score -1.664201e+08 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 64604 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 167314 members 
Mstep: Class 6 contains 39181 members 
Mstep: Class 7 contains 54291 members 
Mstep: Class 8 contains 32672 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 177360 members 
Mstep: Class 11 contains 181727 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 96567 members 
Mstep: Class 14 contains 20632 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 244862 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 11963 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420752.000000 Penalty: 76877.992188
Iteration 223Q: 23 clusters Score -1.664208e+08 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192193 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 14519 members 
Mstep: Class 5 contains 166782 members 
Mstep: Class 6 contains 39153 members 
Mstep: Class 7 contains 54354 members 
Mstep: Class 8 contains 32696 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 177304 members 
Mstep: Class 11 contains 181226 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 99410 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 243548 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 11714 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422272.000000 Penalty: 76877.992188
Iteration 224Q: 23 clusters Score -1.664223e+08 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191978 members 
Mstep: Class 2 contains 64895 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 166296 members 
Mstep: Class 6 contains 39100 members 
Mstep: Class 7 contains 54448 members 
Mstep: Class 8 contains 32744 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 177271 members 
Mstep: Class 11 contains 180701 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 102279 members 
Mstep: Class 14 contains 20537 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 242277 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 11457 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422848.000000 Penalty: 76877.992188
Iteration 225Q: 23 clusters Score -1.664228e+08 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 65001 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 165739 members 
Mstep: Class 6 contains 39028 members 
Mstep: Class 7 contains 54555 members 
Mstep: Class 8 contains 32800 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 177221 members 
Mstep: Class 11 contains 180153 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 105271 members 
Mstep: Class 14 contains 20488 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 240909 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424176.000000 Penalty: 76877.992188
Iteration 226Q: 23 clusters Score -1.664242e+08 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191743 members 
Mstep: Class 2 contains 65073 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 14410 members 
Mstep: Class 5 contains 165196 members 
Mstep: Class 6 contains 38942 members 
Mstep: Class 7 contains 54680 members 
Mstep: Class 8 contains 32815 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 177065 members 
Mstep: Class 11 contains 179546 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 108431 members 
Mstep: Class 14 contains 20435 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 239519 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424224.000000 Penalty: 76877.992188
Iteration 227Q: 23 clusters Score -1.664242e+08 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 65148 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 164556 members 
Mstep: Class 6 contains 38854 members 
Mstep: Class 7 contains 54803 members 
Mstep: Class 8 contains 32826 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 177014 members 
Mstep: Class 11 contains 178913 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 111634 members 
Mstep: Class 14 contains 20393 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 238184 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166424688.000000 Penalty: 76877.992188
Iteration 228Q: 23 clusters Score -1.664247e+08 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 65251 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 163813 members 
Mstep: Class 6 contains 38793 members 
Mstep: Class 7 contains 54901 members 
Mstep: Class 8 contains 32837 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 176927 members 
Mstep: Class 11 contains 178304 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 115014 members 
Mstep: Class 14 contains 20333 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 236759 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 10604 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166425424.000000 Penalty: 76877.992188
Iteration 229Q: 23 clusters Score -1.664254e+08 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191231 members 
Mstep: Class 2 contains 65352 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 14291 members 
Mstep: Class 5 contains 163058 members 
Mstep: Class 6 contains 38689 members 
Mstep: Class 7 contains 55032 members 
Mstep: Class 8 contains 32873 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 176920 members 
Mstep: Class 11 contains 177622 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 118448 members 
Mstep: Class 14 contains 20259 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 235339 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 10409 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166426944.000000 Penalty: 76877.992188
Iteration 230Q: 23 clusters Score -1.664269e+08 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191101 members 
Mstep: Class 2 contains 65415 members 
Mstep: Class 3 contains 7260 members 
Mstep: Class 4 contains 14262 members 
Mstep: Class 5 contains 162235 members 
Mstep: Class 6 contains 38606 members 
Mstep: Class 7 contains 55193 members 
Mstep: Class 8 contains 32898 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 176823 members 
Mstep: Class 11 contains 176825 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 122043 members 
Mstep: Class 14 contains 20198 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 233881 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 10244 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428320.000000 Penalty: 76877.992188
Iteration 231Q: 23 clusters Score -1.664283e+08 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191041 members 
Mstep: Class 2 contains 65464 members 
Mstep: Class 3 contains 7039 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 161343 members 
Mstep: Class 6 contains 38547 members 
Mstep: Class 7 contains 55351 members 
Mstep: Class 8 contains 32943 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 176619 members 
Mstep: Class 11 contains 176040 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 125725 members 
Mstep: Class 14 contains 20128 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 232421 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 10096 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429408.000000 Penalty: 76877.992188
Iteration 232Q: 23 clusters Score -1.664294e+08 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 65495 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 160404 members 
Mstep: Class 6 contains 38480 members 
Mstep: Class 7 contains 55512 members 
Mstep: Class 8 contains 32987 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 176370 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 129368 members 
Mstep: Class 14 contains 20052 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 230989 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430544.000000 Penalty: 76877.992188
Iteration 233Q: 23 clusters Score -1.664305e+08 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 65531 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 14129 members 
Mstep: Class 5 contains 159365 members 
Mstep: Class 6 contains 38402 members 
Mstep: Class 7 contains 55682 members 
Mstep: Class 8 contains 33013 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 176137 members 
Mstep: Class 11 contains 174480 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 133083 members 
Mstep: Class 14 contains 19965 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 229523 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431712.000000 Penalty: 76877.992188
Iteration 234Q: 23 clusters Score -1.664317e+08 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 65574 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 14085 members 
Mstep: Class 5 contains 158327 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 55880 members 
Mstep: Class 8 contains 33037 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 175962 members 
Mstep: Class 11 contains 173637 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 136832 members 
Mstep: Class 14 contains 19874 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 227943 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9703 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166432832.000000 Penalty: 76877.992188
Iteration 235Q: 23 clusters Score -1.664328e+08 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 65576 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 157199 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 56057 members 
Mstep: Class 8 contains 33030 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 175796 members 
Mstep: Class 11 contains 172727 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 140802 members 
Mstep: Class 14 contains 19783 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 226396 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9586 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433536.000000 Penalty: 76877.992188
Iteration 236Q: 23 clusters Score -1.664335e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 191846 members 
Mstep: Class 2 contains 65558 members 
Mstep: Class 3 contains 5970 members 
Mstep: Class 4 contains 14038 members 
Mstep: Class 5 contains 156003 members 
Mstep: Class 6 contains 38193 members 
Mstep: Class 7 contains 56201 members 
Mstep: Class 8 contains 33017 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 175610 members 
Mstep: Class 11 contains 171771 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 144832 members 
Mstep: Class 14 contains 19698 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 224778 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434752.000000 Penalty: 76877.992188
Iteration 237Q: 23 clusters Score -1.664348e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192190 members 
Mstep: Class 2 contains 65521 members 
Mstep: Class 3 contains 5755 members 
Mstep: Class 4 contains 14017 members 
Mstep: Class 5 contains 154758 members 
Mstep: Class 6 contains 38044 members 
Mstep: Class 7 contains 56383 members 
Mstep: Class 8 contains 32990 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 175414 members 
Mstep: Class 11 contains 170821 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 148798 members 
Mstep: Class 14 contains 19622 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 223299 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436368.000000 Penalty: 76877.992188
Iteration 238Q: 23 clusters Score -1.664364e+08 nChanged 8962
Entering ConstructFrom: 
Score: -166436368.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (192835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192835 members 
Entering Unmasked Estep 
Score: -24736300.000000 Penalty: 3018.058350
	Iteration 0F: 2 clusters Score -2.47363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -24609934.000000 Penalty: 6036.116699
	Iteration 0F: 3 clusters Score -2.460993e+07 nChanged 92766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -24666300.000000 Penalty: 6036.116699
	Iteration 1F: 3 clusters Score -2.46663e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -24670388.000000 Penalty: 6036.116699
	Iteration 2Q: 3 clusters Score -2.467039e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -24677356.000000 Penalty: 6036.116699
	Iteration 3F: 3 clusters Score -2.467736e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -24688616.000000 Penalty: 6036.116699
	Iteration 4F: 3 clusters Score -2.468862e+07 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130537 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -24701958.000000 Penalty: 6036.116699
	Iteration 5F: 3 clusters Score -2.470196e+07 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139154 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -24714208.000000 Penalty: 6036.116699
	Iteration 6F: 3 clusters Score -2.471421e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -24721784.000000 Penalty: 6036.116699
	Iteration 7F: 3 clusters Score -2.472178e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -24725522.000000 Penalty: 6036.116699
	Iteration 8Q: 3 clusters Score -2.472552e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151794 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -24727540.000000 Penalty: 6036.116699
	Iteration 9Q: 3 clusters Score -2.472754e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154616 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -24728980.000000 Penalty: 6036.116699
	Iteration 10Q: 3 clusters Score -2.472898e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -24730146.000000 Penalty: 6036.116699
	Iteration 11Q: 3 clusters Score -2.473015e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -24731310.000000 Penalty: 6036.116699
	Iteration 12Q: 3 clusters Score -2.473131e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -24732270.000000 Penalty: 6036.116699
	Iteration 13Q: 3 clusters Score -2.473227e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -24733090.000000 Penalty: 6036.116699
	Iteration 14Q: 3 clusters Score -2.473309e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -24733716.000000 Penalty: 6036.116699
	Iteration 15Q: 3 clusters Score -2.473372e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170812 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -24734378.000000 Penalty: 6036.116699
	Iteration 16Q: 3 clusters Score -2.473438e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173412 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -24734946.000000 Penalty: 6036.116699
	Iteration 17Q: 3 clusters Score -2.473495e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -24735238.000000 Penalty: 6036.116699
	Iteration 18Q: 3 clusters Score -2.473524e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177914 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -24735492.000000 Penalty: 6036.116699
	Iteration 19Q: 3 clusters Score -2.473549e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -24735926.000000 Penalty: 6036.116699
	Iteration 20F: 3 clusters Score -2.473593e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181579 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -24736034.000000 Penalty: 6036.116699
	Iteration 21Q: 3 clusters Score -2.473603e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -24736200.000000 Penalty: 6036.116699
	Iteration 22Q: 3 clusters Score -2.47362e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184331 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -24736150.000000 Penalty: 6036.116699
	Iteration 23Q: 3 clusters Score -2.473615e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185430 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -24736068.000000 Penalty: 6036.116699
	Iteration 24Q: 3 clusters Score -2.473607e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186362 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -24736042.000000 Penalty: 6036.116699
	Iteration 25Q: 3 clusters Score -2.473604e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187164 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -24735960.000000 Penalty: 6036.116699
	Iteration 26Q: 3 clusters Score -2.473596e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187875 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -24735874.000000 Penalty: 6036.116699
	Iteration 27Q: 3 clusters Score -2.473587e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188437 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -24735678.000000 Penalty: 6036.116699
	Iteration 28Q: 3 clusters Score -2.473568e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -24735714.000000 Penalty: 6036.116699
	Iteration 29Q: 3 clusters Score -2.473571e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -24735680.000000 Penalty: 6036.116699
	Iteration 30Q: 3 clusters Score -2.473568e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189551 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -24735664.000000 Penalty: 6036.116699
	Iteration 31Q: 3 clusters Score -2.473566e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -24735546.000000 Penalty: 6036.116699
	Iteration 32Q: 3 clusters Score -2.473555e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -24735524.000000 Penalty: 6036.116699
	Iteration 33Q: 3 clusters Score -2.473552e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190153 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -24735478.000000 Penalty: 6036.116699
	Iteration 34Q: 3 clusters Score -2.473548e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190281 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -24735460.000000 Penalty: 6036.116699
	Iteration 35Q: 3 clusters Score -2.473546e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190369 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -24735372.000000 Penalty: 6036.116699
	Iteration 36Q: 3 clusters Score -2.473537e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190451 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -24735344.000000 Penalty: 6036.116699
	Iteration 37Q: 3 clusters Score -2.473534e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190515 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24735324.000000 Penalty: 6036.116699
	Iteration 38Q: 3 clusters Score -2.473532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24735314.000000 Penalty: 6036.116699
	Iteration 39Q: 3 clusters Score -2.473531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190602 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24735304.000000 Penalty: 6036.116699
	Iteration 40F: 3 clusters Score -2.47353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190647 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -24735276.000000 Penalty: 6036.116699
	Iteration 41Q: 3 clusters Score -2.473528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190681 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24735278.000000 Penalty: 6036.116699
	Iteration 42Q: 3 clusters Score -2.473528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190703 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -24735252.000000 Penalty: 6036.116699
	Iteration 43Q: 3 clusters Score -2.473525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190724 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24735264.000000 Penalty: 6036.116699
	Iteration 44Q: 3 clusters Score -2.473526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -24735252.000000 Penalty: 6036.116699
	Iteration 45Q: 3 clusters Score -2.473525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190770 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -24735256.000000 Penalty: 6036.116699
	Iteration 46Q: 3 clusters Score -2.473526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24735218.000000 Penalty: 6036.116699
	Iteration 47Q: 3 clusters Score -2.473522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190797 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -24735204.000000 Penalty: 6036.116699
	Iteration 48Q: 3 clusters Score -2.47352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190804 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24735224.000000 Penalty: 6036.116699
	Iteration 49Q: 3 clusters Score -2.473522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -24735192.000000 Penalty: 6036.116699
	Iteration 50Q: 3 clusters Score -2.473519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190818 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -24735212.000000 Penalty: 6036.116699
	Iteration 51Q: 3 clusters Score -2.473521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190821 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -24735212.000000 Penalty: 6036.116699
	Iteration 52Q: 3 clusters Score -2.473521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190825 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24735228.000000 Penalty: 6036.116699
	Iteration 53Q: 3 clusters Score -2.473523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190827 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -24735226.000000 Penalty: 6036.116699
	Iteration 54Q: 3 clusters Score -2.473523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190828 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -24735224.000000 Penalty: 6036.116699
	Iteration 55Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190829 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24735222.000000 Penalty: 6036.116699
	Iteration 56Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190830 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -24735224.000000 Penalty: 6036.116699
	Iteration 57Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -24735224.000000 Penalty: 6036.116699
	Iteration 58Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190832 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24735236.000000 Penalty: 6036.116699
	Iteration 59Q: 3 clusters Score -2.473524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190832 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24735226.000000 Penalty: 6036.116699
	Iteration 60F: 3 clusters Score -2.473523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190834 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -24735230.000000 Penalty: 6036.116699
	Iteration 61Q: 3 clusters Score -2.473523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -24735222.000000 Penalty: 6036.116699
	Iteration 62Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190836 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -24735224.000000 Penalty: 6036.116699
	Iteration 63Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190837 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24735216.000000 Penalty: 6036.116699
	Iteration 64Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190838 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -24735220.000000 Penalty: 6036.116699
	Iteration 65Q: 3 clusters Score -2.473522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -24735222.000000 Penalty: 6036.116699
	Iteration 66Q: 3 clusters Score -2.473522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -24735222.000000 Penalty: 6036.116699
	Iteration 67F: 3 clusters Score -2.473522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Entering Unmasked Estep 
Score: -8190875.000000 Penalty: 2750.196045
	Iteration 0F: 2 clusters Score -8190875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -8146706.500000 Penalty: 5500.392090
	Iteration 0F: 3 clusters Score -8146706 nChanged 30650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -8163642.500000 Penalty: 5500.392090
	Iteration 1F: 3 clusters Score -8163642 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -8164131.500000 Penalty: 5500.392090
	Iteration 2Q: 3 clusters Score -8164132 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -8164677.000000 Penalty: 5500.392090
	Iteration 3Q: 3 clusters Score -8164677 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8165305.500000 Penalty: 5500.392090
	Iteration 4Q: 3 clusters Score -8165306 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8166382.500000 Penalty: 5500.392090
	Iteration 5Q: 3 clusters Score -8166382 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -8168107.500000 Penalty: 5500.392090
	Iteration 6F: 3 clusters Score -8168108 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8171049.000000 Penalty: 5500.392090
	Iteration 7F: 3 clusters Score -8171049 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -8175549.500000 Penalty: 5500.392090
	Iteration 8F: 3 clusters Score -8175550 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -8180753.000000 Penalty: 5500.392090
	Iteration 9F: 3 clusters Score -8180753 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8184887.500000 Penalty: 5500.392090
	Iteration 10F: 3 clusters Score -8184888 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -8186980.500000 Penalty: 5500.392090
	Iteration 11Q: 3 clusters Score -8186980 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -8187858.500000 Penalty: 5500.392090
	Iteration 12Q: 3 clusters Score -8187858 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -8188198.500000 Penalty: 5500.392090
	Iteration 13Q: 3 clusters Score -8188198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -8188332.500000 Penalty: 5500.392090
	Iteration 14Q: 3 clusters Score -8188332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -8188416.500000 Penalty: 5500.392090
	Iteration 15Q: 3 clusters Score -8188416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -8188452.500000 Penalty: 5500.392090
	Iteration 16Q: 3 clusters Score -8188452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -8188490.500000 Penalty: 5500.392090
	Iteration 17Q: 3 clusters Score -8188490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -8188503.000000 Penalty: 5500.392090
	Iteration 18Q: 3 clusters Score -8188503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -8188523.000000 Penalty: 5500.392090
	Iteration 19Q: 3 clusters Score -8188523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -8188530.000000 Penalty: 5500.392090
	Iteration 20F: 3 clusters Score -8188530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -8188535.500000 Penalty: 5500.392090
	Iteration 21Q: 3 clusters Score -8188536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -8188538.500000 Penalty: 5500.392090
	Iteration 22Q: 3 clusters Score -8188538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -8188540.500000 Penalty: 5500.392090
	Iteration 23Q: 3 clusters Score -8188540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -8188540.500000 Penalty: 5500.392090
	Iteration 24F: 3 clusters Score -8188540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -717896.437500 Penalty: 2136.621094
	Iteration 0F: 2 clusters Score -717896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -713072.750000 Penalty: 4273.242188
	Iteration 0F: 3 clusters Score -713072.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -714225.750000 Penalty: 4273.242188
	Iteration 1F: 3 clusters Score -714225.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -714421.562500 Penalty: 4273.242188
	Iteration 2F: 3 clusters Score -714421.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -714562.062500 Penalty: 4273.242188
	Iteration 3Q: 3 clusters Score -714562.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -714676.437500 Penalty: 4273.242188
	Iteration 4Q: 3 clusters Score -714676.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -714768.062500 Penalty: 4273.242188
	Iteration 5Q: 3 clusters Score -714768.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -714859.000000 Penalty: 4273.242188
	Iteration 6Q: 3 clusters Score -714859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -714945.437500 Penalty: 4273.242188
	Iteration 7Q: 3 clusters Score -714945.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -715011.625000 Penalty: 4273.242188
	Iteration 8Q: 3 clusters Score -715011.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -715062.250000 Penalty: 4273.242188
	Iteration 9Q: 3 clusters Score -715062.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -715109.250000 Penalty: 4273.242188
	Iteration 10Q: 3 clusters Score -715109.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -715156.562500 Penalty: 4273.242188
	Iteration 11Q: 3 clusters Score -715156.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -715194.562500 Penalty: 4273.242188
	Iteration 12Q: 3 clusters Score -715194.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -715238.937500 Penalty: 4273.242188
	Iteration 13Q: 3 clusters Score -715238.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -715275.500000 Penalty: 4273.242188
	Iteration 14Q: 3 clusters Score -715275.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -715322.812500 Penalty: 4273.242188
	Iteration 15Q: 3 clusters Score -715322.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -715362.875000 Penalty: 4273.242188
	Iteration 16Q: 3 clusters Score -715362.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -715396.062500 Penalty: 4273.242188
	Iteration 17Q: 3 clusters Score -715396.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -715438.250000 Penalty: 4273.242188
	Iteration 18Q: 3 clusters Score -715438.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -715478.687500 Penalty: 4273.242188
	Iteration 19Q: 3 clusters Score -715478.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -715527.500000 Penalty: 4273.242188
	Iteration 20F: 3 clusters Score -715527.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -715575.812500 Penalty: 4273.242188
	Iteration 21Q: 3 clusters Score -715575.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -715624.562500 Penalty: 4273.242188
	Iteration 22Q: 3 clusters Score -715624.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -715674.375000 Penalty: 4273.242188
	Iteration 23Q: 3 clusters Score -715674.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -715745.250000 Penalty: 4273.242188
	Iteration 24Q: 3 clusters Score -715745.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -715840.687500 Penalty: 4273.242188
	Iteration 25Q: 3 clusters Score -715840.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -715917.437500 Penalty: 4273.242188
	Iteration 26Q: 3 clusters Score -715917.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -715986.750000 Penalty: 4273.242188
	Iteration 27Q: 3 clusters Score -715986.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -716047.312500 Penalty: 4273.242188
	Iteration 28Q: 3 clusters Score -716047.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -716088.250000 Penalty: 4273.242188
	Iteration 29Q: 3 clusters Score -716088.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -716113.125000 Penalty: 4273.242188
	Iteration 30Q: 3 clusters Score -716113.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -716131.812500 Penalty: 4273.242188
	Iteration 31Q: 3 clusters Score -716131.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -716143.062500 Penalty: 4273.242188
	Iteration 32Q: 3 clusters Score -716143.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -716147.937500 Penalty: 4273.242188
	Iteration 33Q: 3 clusters Score -716147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -716154.375000 Penalty: 4273.242188
	Iteration 34Q: 3 clusters Score -716154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -716157.750000 Penalty: 4273.242188
	Iteration 35Q: 3 clusters Score -716157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -716162.187500 Penalty: 4273.242188
	Iteration 36Q: 3 clusters Score -716162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -716162.125000 Penalty: 4273.242188
	Iteration 37Q: 3 clusters Score -716162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -716162.125000 Penalty: 4273.242188
	Iteration 38F: 3 clusters Score -716162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1724956.625000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -1724957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1714721.375000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -1714721 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1717873.000000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -1717873 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1718228.875000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -1718229 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1718535.500000 Penalty: 4734.793457
	Iteration 3Q: 3 clusters Score -1718536 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1718851.000000 Penalty: 4734.793457
	Iteration 4Q: 3 clusters Score -1718851 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1719195.125000 Penalty: 4734.793457
	Iteration 5Q: 3 clusters Score -1719195 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1719570.625000 Penalty: 4734.793457
	Iteration 6Q: 3 clusters Score -1719571 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1719936.875000 Penalty: 4734.793457
	Iteration 7Q: 3 clusters Score -1719937 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1720340.875000 Penalty: 4734.793457
	Iteration 8Q: 3 clusters Score -1720341 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1720749.000000 Penalty: 4734.793457
	Iteration 9Q: 3 clusters Score -1720749 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1721114.875000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -1721115 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1721462.625000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -1721463 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1721773.375000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -1721773 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1722048.250000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -1722048 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1722311.125000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -1722311 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1722592.125000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -1722592 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1722884.875000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -1722885 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1723151.125000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -1723151 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1723396.250000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -1723396 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1723571.250000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -1723571 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1723722.250000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -1723722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1723895.250000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -1723895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1724018.875000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -1724019 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1724111.375000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -1724111 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1724173.500000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -1724174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1724219.875000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -1724220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1724237.250000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -1724237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1724256.500000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -1724256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1724262.625000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -1724263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1724264.000000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -1724264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1724264.500000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -1724264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1724265.250000 Penalty: 4734.793457
	Iteration 31Q: 3 clusters Score -1724265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1724266.250000 Penalty: 4734.793457
	Iteration 32Q: 3 clusters Score -1724266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1724266.000000 Penalty: 4734.793457
	Iteration 33Q: 3 clusters Score -1724266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1724270.500000 Penalty: 4734.793457
	Iteration 34Q: 3 clusters Score -1724270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1724270.500000 Penalty: 4734.793457
	Iteration 35F: 3 clusters Score -1724270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (153508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Entering Unmasked Estep 
Score: -19894290.000000 Penalty: 2961.494141
	Iteration 0F: 2 clusters Score -1.989429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -19792150.000000 Penalty: 5922.988281
	Iteration 0F: 3 clusters Score -1.979215e+07 nChanged 73677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -19835562.000000 Penalty: 5922.988281
	Iteration 1F: 3 clusters Score -1.983556e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -19837238.000000 Penalty: 5922.988281
	Iteration 2Q: 3 clusters Score -1.983724e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -19839772.000000 Penalty: 5922.988281
	Iteration 3Q: 3 clusters Score -1.983977e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -19843674.000000 Penalty: 5922.988281
	Iteration 4F: 3 clusters Score -1.984367e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -19850634.000000 Penalty: 5922.988281
	Iteration 5F: 3 clusters Score -1.985063e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -19861008.000000 Penalty: 5922.988281
	Iteration 6F: 3 clusters Score -1.986101e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -19872230.000000 Penalty: 5922.988281
	Iteration 7F: 3 clusters Score -1.987223e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138323 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -19880938.000000 Penalty: 5922.988281
	Iteration 8F: 3 clusters Score -1.988094e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -19885898.000000 Penalty: 5922.988281
	Iteration 9Q: 3 clusters Score -1.98859e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146513 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -19888392.000000 Penalty: 5922.988281
	Iteration 10Q: 3 clusters Score -1.988839e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -19889544.000000 Penalty: 5922.988281
	Iteration 11Q: 3 clusters Score -1.988954e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149243 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -19890258.000000 Penalty: 5922.988281
	Iteration 12Q: 3 clusters Score -1.989026e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -19890744.000000 Penalty: 5922.988281
	Iteration 13Q: 3 clusters Score -1.989074e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -19891044.000000 Penalty: 5922.988281
	Iteration 14Q: 3 clusters Score -1.989104e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19891278.000000 Penalty: 5922.988281
	Iteration 15Q: 3 clusters Score -1.989128e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19891450.000000 Penalty: 5922.988281
	Iteration 16Q: 3 clusters Score -1.989145e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19891596.000000 Penalty: 5922.988281
	Iteration 17Q: 3 clusters Score -1.98916e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19891668.000000 Penalty: 5922.988281
	Iteration 18Q: 3 clusters Score -1.989167e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152122 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19891756.000000 Penalty: 5922.988281
	Iteration 19Q: 3 clusters Score -1.989176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19891806.000000 Penalty: 5922.988281
	Iteration 20F: 3 clusters Score -1.989181e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19891806.000000 Penalty: 5922.988281
	Iteration 21Q: 3 clusters Score -1.989181e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19891842.000000 Penalty: 5922.988281
	Iteration 22Q: 3 clusters Score -1.989184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19891860.000000 Penalty: 5922.988281
	Iteration 23Q: 3 clusters Score -1.989186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19891910.000000 Penalty: 5922.988281
	Iteration 24Q: 3 clusters Score -1.989191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19891920.000000 Penalty: 5922.988281
	Iteration 25Q: 3 clusters Score -1.989192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19891900.000000 Penalty: 5922.988281
	Iteration 26Q: 3 clusters Score -1.98919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152601 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19891926.000000 Penalty: 5922.988281
	Iteration 27Q: 3 clusters Score -1.989193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19891964.000000 Penalty: 5922.988281
	Iteration 28Q: 3 clusters Score -1.989196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19891964.000000 Penalty: 5922.988281
	Iteration 29Q: 3 clusters Score -1.989196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152649 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19891978.000000 Penalty: 5922.988281
	Iteration 30Q: 3 clusters Score -1.989198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19891968.000000 Penalty: 5922.988281
	Iteration 31Q: 3 clusters Score -1.989197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19891970.000000 Penalty: 5922.988281
	Iteration 32Q: 3 clusters Score -1.989197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19891978.000000 Penalty: 5922.988281
	Iteration 33Q: 3 clusters Score -1.989198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19891984.000000 Penalty: 5922.988281
	Iteration 34Q: 3 clusters Score -1.989198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19891996.000000 Penalty: 5922.988281
	Iteration 35Q: 3 clusters Score -1.9892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19891996.000000 Penalty: 5922.988281
	Iteration 36Q: 3 clusters Score -1.9892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19891994.000000 Penalty: 5922.988281
	Iteration 37Q: 3 clusters Score -1.989199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19891990.000000 Penalty: 5922.988281
	Iteration 38Q: 3 clusters Score -1.989199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19891988.000000 Penalty: 5922.988281
	Iteration 39Q: 3 clusters Score -1.989199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19891986.000000 Penalty: 5922.988281
	Iteration 40F: 3 clusters Score -1.989199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19891990.000000 Penalty: 5922.988281
	Iteration 41Q: 3 clusters Score -1.989199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19891988.000000 Penalty: 5922.988281
	Iteration 42Q: 3 clusters Score -1.989199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19891992.000000 Penalty: 5922.988281
	Iteration 43Q: 3 clusters Score -1.989199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19891992.000000 Penalty: 5922.988281
	Iteration 44F: 3 clusters Score -1.989199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Entering Unmasked Estep 
Score: -4935089.500000 Penalty: 2614.800537
	Iteration 0F: 2 clusters Score -4935090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4909426.500000 Penalty: 5229.601074
	Iteration 0F: 3 clusters Score -4909426 nChanged 17355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4918607.500000 Penalty: 5229.601074
	Iteration 1F: 3 clusters Score -4918608 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4919004.000000 Penalty: 5229.601074
	Iteration 2Q: 3 clusters Score -4919004 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4919415.000000 Penalty: 5229.601074
	Iteration 3Q: 3 clusters Score -4919415 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4919716.500000 Penalty: 5229.601074
	Iteration 4Q: 3 clusters Score -4919716 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4920017.500000 Penalty: 5229.601074
	Iteration 5Q: 3 clusters Score -4920018 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4920290.000000 Penalty: 5229.601074
	Iteration 6Q: 3 clusters Score -4920290 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4920668.500000 Penalty: 5229.601074
	Iteration 7Q: 3 clusters Score -4920668 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4921238.000000 Penalty: 5229.601074
	Iteration 8Q: 3 clusters Score -4921238 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4922117.500000 Penalty: 5229.601074
	Iteration 9Q: 3 clusters Score -4922118 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4923493.000000 Penalty: 5229.601074
	Iteration 10F: 3 clusters Score -4923493 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4925329.500000 Penalty: 5229.601074
	Iteration 11F: 3 clusters Score -4925330 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4927504.000000 Penalty: 5229.601074
	Iteration 12F: 3 clusters Score -4927504 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4929433.000000 Penalty: 5229.601074
	Iteration 13F: 3 clusters Score -4929433 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4930597.000000 Penalty: 5229.601074
	Iteration 14Q: 3 clusters Score -4930597 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4931256.500000 Penalty: 5229.601074
	Iteration 15Q: 3 clusters Score -4931256 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4931653.000000 Penalty: 5229.601074
	Iteration 16Q: 3 clusters Score -4931653 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4931922.500000 Penalty: 5229.601074
	Iteration 17Q: 3 clusters Score -4931922 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4932129.500000 Penalty: 5229.601074
	Iteration 18Q: 3 clusters Score -4932130 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4932287.500000 Penalty: 5229.601074
	Iteration 19Q: 3 clusters Score -4932288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4932434.000000 Penalty: 5229.601074
	Iteration 20F: 3 clusters Score -4932434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4932533.000000 Penalty: 5229.601074
	Iteration 21Q: 3 clusters Score -4932533 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4932639.500000 Penalty: 5229.601074
	Iteration 22Q: 3 clusters Score -4932640 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4932708.000000 Penalty: 5229.601074
	Iteration 23Q: 3 clusters Score -4932708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4932777.500000 Penalty: 5229.601074
	Iteration 24Q: 3 clusters Score -4932778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4932836.500000 Penalty: 5229.601074
	Iteration 25Q: 3 clusters Score -4932836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4932874.000000 Penalty: 5229.601074
	Iteration 26Q: 3 clusters Score -4932874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4932903.500000 Penalty: 5229.601074
	Iteration 27Q: 3 clusters Score -4932904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4932929.500000 Penalty: 5229.601074
	Iteration 28Q: 3 clusters Score -4932930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4932949.500000 Penalty: 5229.601074
	Iteration 29Q: 3 clusters Score -4932950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4932988.000000 Penalty: 5229.601074
	Iteration 30Q: 3 clusters Score -4932988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4932997.500000 Penalty: 5229.601074
	Iteration 31Q: 3 clusters Score -4932998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4933002.500000 Penalty: 5229.601074
	Iteration 32Q: 3 clusters Score -4933002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4933022.000000 Penalty: 5229.601074
	Iteration 33Q: 3 clusters Score -4933022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4933026.000000 Penalty: 5229.601074
	Iteration 34Q: 3 clusters Score -4933026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4933036.000000 Penalty: 5229.601074
	Iteration 35Q: 3 clusters Score -4933036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4933045.500000 Penalty: 5229.601074
	Iteration 36Q: 3 clusters Score -4933046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4933052.000000 Penalty: 5229.601074
	Iteration 37Q: 3 clusters Score -4933052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4933065.000000 Penalty: 5229.601074
	Iteration 38Q: 3 clusters Score -4933065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4933074.500000 Penalty: 5229.601074
	Iteration 39Q: 3 clusters Score -4933074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4933084.500000 Penalty: 5229.601074
	Iteration 40F: 3 clusters Score -4933084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4933086.500000 Penalty: 5229.601074
	Iteration 41Q: 3 clusters Score -4933086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4933092.500000 Penalty: 5229.601074
	Iteration 42Q: 3 clusters Score -4933092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4933096.500000 Penalty: 5229.601074
	Iteration 43Q: 3 clusters Score -4933096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4933096.000000 Penalty: 5229.601074
	Iteration 44Q: 3 clusters Score -4933096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4933101.500000 Penalty: 5229.601074
	Iteration 45Q: 3 clusters Score -4933102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4933122.500000 Penalty: 5229.601074
	Iteration 46Q: 3 clusters Score -4933122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4933123.500000 Penalty: 5229.601074
	Iteration 47Q: 3 clusters Score -4933124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4933123.000000 Penalty: 5229.601074
	Iteration 48Q: 3 clusters Score -4933123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4933128.000000 Penalty: 5229.601074
	Iteration 49Q: 3 clusters Score -4933128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4933132.500000 Penalty: 5229.601074
	Iteration 50Q: 3 clusters Score -4933132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4933130.000000 Penalty: 5229.601074
	Iteration 51Q: 3 clusters Score -4933130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4933134.500000 Penalty: 5229.601074
	Iteration 52Q: 3 clusters Score -4933134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4933135.000000 Penalty: 5229.601074
	Iteration 53Q: 3 clusters Score -4933135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4933136.500000 Penalty: 5229.601074
	Iteration 54Q: 3 clusters Score -4933136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4933135.500000 Penalty: 5229.601074
	Iteration 55Q: 3 clusters Score -4933136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4933135.500000 Penalty: 5229.601074
	Iteration 56F: 3 clusters Score -4933136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Entering Unmasked Estep 
Score: -7373729.000000 Penalty: 2713.768555
	Iteration 0F: 2 clusters Score -7373729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -7335737.500000 Penalty: 5427.537109
	Iteration 0F: 3 clusters Score -7335738 nChanged 26239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -7350477.000000 Penalty: 5427.537109
	Iteration 1F: 3 clusters Score -7350477 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -7351338.000000 Penalty: 5427.537109
	Iteration 2Q: 3 clusters Score -7351338 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -7352395.500000 Penalty: 5427.537109
	Iteration 3Q: 3 clusters Score -7352396 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -7353794.000000 Penalty: 5427.537109
	Iteration 4F: 3 clusters Score -7353794 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7355592.000000 Penalty: 5427.537109
	Iteration 5F: 3 clusters Score -7355592 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7357909.000000 Penalty: 5427.537109
	Iteration 6F: 3 clusters Score -7357909 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -7360849.500000 Penalty: 5427.537109
	Iteration 7F: 3 clusters Score -7360850 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7363622.000000 Penalty: 5427.537109
	Iteration 8F: 3 clusters Score -7363622 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7365388.000000 Penalty: 5427.537109
	Iteration 9Q: 3 clusters Score -7365388 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -7366241.000000 Penalty: 5427.537109
	Iteration 10Q: 3 clusters Score -7366241 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -7366659.000000 Penalty: 5427.537109
	Iteration 11Q: 3 clusters Score -7366659 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -7366918.000000 Penalty: 5427.537109
	Iteration 12Q: 3 clusters Score -7366918 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7367173.500000 Penalty: 5427.537109
	Iteration 13Q: 3 clusters Score -7367174 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -7367406.000000 Penalty: 5427.537109
	Iteration 14Q: 3 clusters Score -7367406 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -7367646.000000 Penalty: 5427.537109
	Iteration 15Q: 3 clusters Score -7367646 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -7367887.000000 Penalty: 5427.537109
	Iteration 16Q: 3 clusters Score -7367887 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -7368096.000000 Penalty: 5427.537109
	Iteration 17Q: 3 clusters Score -7368096 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -7368301.000000 Penalty: 5427.537109
	Iteration 18Q: 3 clusters Score -7368301 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -7368531.500000 Penalty: 5427.537109
	Iteration 19Q: 3 clusters Score -7368532 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -7368798.000000 Penalty: 5427.537109
	Iteration 20F: 3 clusters Score -7368798 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -7369002.000000 Penalty: 5427.537109
	Iteration 21Q: 3 clusters Score -7369002 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -7369214.500000 Penalty: 5427.537109
	Iteration 22Q: 3 clusters Score -7369214 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -7369356.000000 Penalty: 5427.537109
	Iteration 23Q: 3 clusters Score -7369356 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -7369533.000000 Penalty: 5427.537109
	Iteration 24Q: 3 clusters Score -7369533 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -7369748.000000 Penalty: 5427.537109
	Iteration 25Q: 3 clusters Score -7369748 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -7369890.000000 Penalty: 5427.537109
	Iteration 26Q: 3 clusters Score -7369890 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7370043.500000 Penalty: 5427.537109
	Iteration 27Q: 3 clusters Score -7370044 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -7370159.500000 Penalty: 5427.537109
	Iteration 28Q: 3 clusters Score -7370160 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -7370283.000000 Penalty: 5427.537109
	Iteration 29Q: 3 clusters Score -7370283 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7370360.000000 Penalty: 5427.537109
	Iteration 30Q: 3 clusters Score -7370360 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7370450.000000 Penalty: 5427.537109
	Iteration 31Q: 3 clusters Score -7370450 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7370550.500000 Penalty: 5427.537109
	Iteration 32Q: 3 clusters Score -7370550 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7370664.500000 Penalty: 5427.537109
	Iteration 33Q: 3 clusters Score -7370664 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7370817.000000 Penalty: 5427.537109
	Iteration 34Q: 3 clusters Score -7370817 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7370888.500000 Penalty: 5427.537109
	Iteration 35Q: 3 clusters Score -7370888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7371038.500000 Penalty: 5427.537109
	Iteration 36Q: 3 clusters Score -7371038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7371130.500000 Penalty: 5427.537109
	Iteration 37Q: 3 clusters Score -7371130 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7371215.500000 Penalty: 5427.537109
	Iteration 38Q: 3 clusters Score -7371216 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7371300.500000 Penalty: 5427.537109
	Iteration 39Q: 3 clusters Score -7371300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7371371.000000 Penalty: 5427.537109
	Iteration 40F: 3 clusters Score -7371371 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7371422.000000 Penalty: 5427.537109
	Iteration 41Q: 3 clusters Score -7371422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7371509.000000 Penalty: 5427.537109
	Iteration 42Q: 3 clusters Score -7371509 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7371552.500000 Penalty: 5427.537109
	Iteration 43Q: 3 clusters Score -7371552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7371596.500000 Penalty: 5427.537109
	Iteration 44Q: 3 clusters Score -7371596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7371618.000000 Penalty: 5427.537109
	Iteration 45Q: 3 clusters Score -7371618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7371633.500000 Penalty: 5427.537109
	Iteration 46Q: 3 clusters Score -7371634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7371653.000000 Penalty: 5427.537109
	Iteration 47Q: 3 clusters Score -7371653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7371655.000000 Penalty: 5427.537109
	Iteration 48Q: 3 clusters Score -7371655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7371670.000000 Penalty: 5427.537109
	Iteration 49Q: 3 clusters Score -7371670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7371688.500000 Penalty: 5427.537109
	Iteration 50Q: 3 clusters Score -7371688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7371689.000000 Penalty: 5427.537109
	Iteration 51Q: 3 clusters Score -7371689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7371696.000000 Penalty: 5427.537109
	Iteration 52Q: 3 clusters Score -7371696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7371692.500000 Penalty: 5427.537109
	Iteration 53Q: 3 clusters Score -7371692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7371699.000000 Penalty: 5427.537109
	Iteration 54Q: 3 clusters Score -7371699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7371705.500000 Penalty: 5427.537109
	Iteration 55Q: 3 clusters Score -7371706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7371701.000000 Penalty: 5427.537109
	Iteration 56Q: 3 clusters Score -7371701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7371695.000000 Penalty: 5427.537109
	Iteration 57Q: 3 clusters Score -7371695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7371696.000000 Penalty: 5427.537109
	Iteration 58Q: 3 clusters Score -7371696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7371709.500000 Penalty: 5427.537109
	Iteration 59Q: 3 clusters Score -7371710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7371711.000000 Penalty: 5427.537109
	Iteration 60F: 3 clusters Score -7371711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7371712.500000 Penalty: 5427.537109
	Iteration 61Q: 3 clusters Score -7371712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7371724.000000 Penalty: 5427.537109
	Iteration 62Q: 3 clusters Score -7371724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7371723.500000 Penalty: 5427.537109
	Iteration 63Q: 3 clusters Score -7371724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7371718.000000 Penalty: 5427.537109
	Iteration 64Q: 3 clusters Score -7371718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7371721.000000 Penalty: 5427.537109
	Iteration 65Q: 3 clusters Score -7371721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7371730.500000 Penalty: 5427.537109
	Iteration 66Q: 3 clusters Score -7371730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7371727.000000 Penalty: 5427.537109
	Iteration 67Q: 3 clusters Score -7371727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7371725.000000 Penalty: 5427.537109
	Iteration 68Q: 3 clusters Score -7371725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7371726.000000 Penalty: 5427.537109
	Iteration 69Q: 3 clusters Score -7371726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7371726.000000 Penalty: 5427.537109
	Iteration 70F: 3 clusters Score -7371726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Entering Unmasked Estep 
Score: -4299482.500000 Penalty: 2580.009033
	Iteration 0F: 2 clusters Score -4299482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4277033.500000 Penalty: 5160.018066
	Iteration 0F: 3 clusters Score -4277034 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4285268.500000 Penalty: 5160.018066
	Iteration 1F: 3 clusters Score -4285268 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4285847.000000 Penalty: 5160.018066
	Iteration 2Q: 3 clusters Score -4285847 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4286426.500000 Penalty: 5160.018066
	Iteration 3Q: 3 clusters Score -4286426 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4287073.500000 Penalty: 5160.018066
	Iteration 4Q: 3 clusters Score -4287074 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4287959.000000 Penalty: 5160.018066
	Iteration 5F: 3 clusters Score -4287959 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4289181.500000 Penalty: 5160.018066
	Iteration 6F: 3 clusters Score -4289182 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4290872.500000 Penalty: 5160.018066
	Iteration 7F: 3 clusters Score -4290872 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4292884.000000 Penalty: 5160.018066
	Iteration 8F: 3 clusters Score -4292884 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4294718.000000 Penalty: 5160.018066
	Iteration 9F: 3 clusters Score -4294718 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4295917.500000 Penalty: 5160.018066
	Iteration 10Q: 3 clusters Score -4295918 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4296487.000000 Penalty: 5160.018066
	Iteration 11Q: 3 clusters Score -4296487 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4296737.500000 Penalty: 5160.018066
	Iteration 12Q: 3 clusters Score -4296738 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4296839.500000 Penalty: 5160.018066
	Iteration 13Q: 3 clusters Score -4296840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4296927.500000 Penalty: 5160.018066
	Iteration 14Q: 3 clusters Score -4296928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4296981.000000 Penalty: 5160.018066
	Iteration 15Q: 3 clusters Score -4296981 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -4297054.000000 Penalty: 5160.018066
	Iteration 16Q: 3 clusters Score -4297054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4297120.500000 Penalty: 5160.018066
	Iteration 17Q: 3 clusters Score -4297120 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4297152.500000 Penalty: 5160.018066
	Iteration 18Q: 3 clusters Score -4297152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4297175.500000 Penalty: 5160.018066
	Iteration 19Q: 3 clusters Score -4297176 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4297196.000000 Penalty: 5160.018066
	Iteration 20F: 3 clusters Score -4297196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4297212.500000 Penalty: 5160.018066
	Iteration 21Q: 3 clusters Score -4297212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4297229.500000 Penalty: 5160.018066
	Iteration 22Q: 3 clusters Score -4297230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4297242.500000 Penalty: 5160.018066
	Iteration 23Q: 3 clusters Score -4297242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4297249.500000 Penalty: 5160.018066
	Iteration 24Q: 3 clusters Score -4297250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4297257.000000 Penalty: 5160.018066
	Iteration 25Q: 3 clusters Score -4297257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4297256.000000 Penalty: 5160.018066
	Iteration 26Q: 3 clusters Score -4297256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4297266.000000 Penalty: 5160.018066
	Iteration 27Q: 3 clusters Score -4297266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4297270.500000 Penalty: 5160.018066
	Iteration 28Q: 3 clusters Score -4297270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4297280.500000 Penalty: 5160.018066
	Iteration 29Q: 3 clusters Score -4297280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4297293.500000 Penalty: 5160.018066
	Iteration 30Q: 3 clusters Score -4297294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4297288.000000 Penalty: 5160.018066
	Iteration 31Q: 3 clusters Score -4297288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4297294.000000 Penalty: 5160.018066
	Iteration 32Q: 3 clusters Score -4297294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4297295.500000 Penalty: 5160.018066
	Iteration 33Q: 3 clusters Score -4297296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4297302.000000 Penalty: 5160.018066
	Iteration 34Q: 3 clusters Score -4297302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4297305.000000 Penalty: 5160.018066
	Iteration 35Q: 3 clusters Score -4297305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4297307.000000 Penalty: 5160.018066
	Iteration 36Q: 3 clusters Score -4297307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4297308.000000 Penalty: 5160.018066
	Iteration 37Q: 3 clusters Score -4297308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4297315.500000 Penalty: 5160.018066
	Iteration 38Q: 3 clusters Score -4297316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4297323.000000 Penalty: 5160.018066
	Iteration 39Q: 3 clusters Score -4297323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4297337.000000 Penalty: 5160.018066
	Iteration 40F: 3 clusters Score -4297337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4297337.500000 Penalty: 5160.018066
	Iteration 41Q: 3 clusters Score -4297338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4297335.000000 Penalty: 5160.018066
	Iteration 42Q: 3 clusters Score -4297335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4297343.500000 Penalty: 5160.018066
	Iteration 43Q: 3 clusters Score -4297344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4297345.500000 Penalty: 5160.018066
	Iteration 44Q: 3 clusters Score -4297346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4297339.500000 Penalty: 5160.018066
	Iteration 45Q: 3 clusters Score -4297340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4297347.500000 Penalty: 5160.018066
	Iteration 46Q: 3 clusters Score -4297348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4297353.500000 Penalty: 5160.018066
	Iteration 47Q: 3 clusters Score -4297354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4297348.000000 Penalty: 5160.018066
	Iteration 48Q: 3 clusters Score -4297348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4297350.500000 Penalty: 5160.018066
	Iteration 49Q: 3 clusters Score -4297350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4297355.500000 Penalty: 5160.018066
	Iteration 50Q: 3 clusters Score -4297356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4297351.500000 Penalty: 5160.018066
	Iteration 51Q: 3 clusters Score -4297352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4297348.000000 Penalty: 5160.018066
	Iteration 52Q: 3 clusters Score -4297348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4297349.000000 Penalty: 5160.018066
	Iteration 53Q: 3 clusters Score -4297349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4297352.500000 Penalty: 5160.018066
	Iteration 54Q: 3 clusters Score -4297352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4297354.000000 Penalty: 5160.018066
	Iteration 55Q: 3 clusters Score -4297354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4297353.000000 Penalty: 5160.018066
	Iteration 56Q: 3 clusters Score -4297353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4297352.500000 Penalty: 5160.018066
	Iteration 57Q: 3 clusters Score -4297352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4297353.000000 Penalty: 5160.018066
	Iteration 58Q: 3 clusters Score -4297353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4297353.000000 Penalty: 5160.018066
	Iteration 59F: 3 clusters Score -4297353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -148812.687500 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -148812.7 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 639 members 
Entering Unmasked Estep 
Score: -146749.078125 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -146749.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147200.750000 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -147200.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147362.578125 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -147362.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -147470.328125 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -147470.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -147542.515625 Penalty: 3533.341797
	Iteration 4Q: 3 clusters Score -147542.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147589.515625 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -147589.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147626.656250 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -147626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -147638.750000 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -147638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147645.765625 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -147645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147658.578125 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -147658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -147671.687500 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -147671.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -147686.765625 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -147686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147696.234375 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -147696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147701.484375 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -147701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -147709.187500 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -147709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -147712.781250 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -147712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -147715.546875 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -147715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147723.062500 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -147723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -147736.546875 Penalty: 3533.341797
	Iteration 18Q: 3 clusters Score -147736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147746.046875 Penalty: 3533.341797
	Iteration 19Q: 3 clusters Score -147746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -147751.609375 Penalty: 3533.341797
	Iteration 20F: 3 clusters Score -147751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175068 members 
Entering Unmasked Estep 
Score: -22555752.000000 Penalty: 2994.086426
	Iteration 0F: 2 clusters Score -2.255575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -22441880.000000 Penalty: 5988.172852
	Iteration 0F: 3 clusters Score -2.244188e+07 nChanged 83995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -22490794.000000 Penalty: 5988.172852
	Iteration 1F: 3 clusters Score -2.249079e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -22491896.000000 Penalty: 5988.172852
	Iteration 2Q: 3 clusters Score -2.24919e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -22493048.000000 Penalty: 5988.172852
	Iteration 3Q: 3 clusters Score -2.249305e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -22494578.000000 Penalty: 5988.172852
	Iteration 4Q: 3 clusters Score -2.249458e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -22496914.000000 Penalty: 5988.172852
	Iteration 5Q: 3 clusters Score -2.249691e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -22500306.000000 Penalty: 5988.172852
	Iteration 6Q: 3 clusters Score -2.250031e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -22505332.000000 Penalty: 5988.172852
	Iteration 7F: 3 clusters Score -2.250533e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -22512288.000000 Penalty: 5988.172852
	Iteration 8F: 3 clusters Score -2.251229e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117105 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -22520092.000000 Penalty: 5988.172852
	Iteration 9F: 3 clusters Score -2.252009e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -22527448.000000 Penalty: 5988.172852
	Iteration 10F: 3 clusters Score -2.252745e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -22532852.000000 Penalty: 5988.172852
	Iteration 11F: 3 clusters Score -2.253285e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134220 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -22536396.000000 Penalty: 5988.172852
	Iteration 12Q: 3 clusters Score -2.25364e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138189 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -22538850.000000 Penalty: 5988.172852
	Iteration 13Q: 3 clusters Score -2.253885e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141925 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -22540786.000000 Penalty: 5988.172852
	Iteration 14Q: 3 clusters Score -2.254079e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -22542334.000000 Penalty: 5988.172852
	Iteration 15Q: 3 clusters Score -2.254233e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -22544026.000000 Penalty: 5988.172852
	Iteration 16Q: 3 clusters Score -2.254403e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -22545606.000000 Penalty: 5988.172852
	Iteration 17Q: 3 clusters Score -2.254561e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -22547066.000000 Penalty: 5988.172852
	Iteration 18Q: 3 clusters Score -2.254707e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -22548214.000000 Penalty: 5988.172852
	Iteration 19Q: 3 clusters Score -2.254821e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -22549266.000000 Penalty: 5988.172852
	Iteration 20F: 3 clusters Score -2.254927e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -22550308.000000 Penalty: 5988.172852
	Iteration 21Q: 3 clusters Score -2.255031e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -22551252.000000 Penalty: 5988.172852
	Iteration 22Q: 3 clusters Score -2.255125e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -22551928.000000 Penalty: 5988.172852
	Iteration 23Q: 3 clusters Score -2.255193e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -22552388.000000 Penalty: 5988.172852
	Iteration 24Q: 3 clusters Score -2.255239e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169145 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -22552738.000000 Penalty: 5988.172852
	Iteration 25Q: 3 clusters Score -2.255274e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -22552882.000000 Penalty: 5988.172852
	Iteration 26Q: 3 clusters Score -2.255288e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -22553038.000000 Penalty: 5988.172852
	Iteration 27Q: 3 clusters Score -2.255304e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171237 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -22553100.000000 Penalty: 5988.172852
	Iteration 28Q: 3 clusters Score -2.25531e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171651 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -22553194.000000 Penalty: 5988.172852
	Iteration 29Q: 3 clusters Score -2.255319e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22553220.000000 Penalty: 5988.172852
	Iteration 30Q: 3 clusters Score -2.255322e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22553326.000000 Penalty: 5988.172852
	Iteration 31Q: 3 clusters Score -2.255333e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22553314.000000 Penalty: 5988.172852
	Iteration 32Q: 3 clusters Score -2.255331e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22553300.000000 Penalty: 5988.172852
	Iteration 33Q: 3 clusters Score -2.25533e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -22553348.000000 Penalty: 5988.172852
	Iteration 34Q: 3 clusters Score -2.255335e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172933 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22553356.000000 Penalty: 5988.172852
	Iteration 35Q: 3 clusters Score -2.255336e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173028 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -22553402.000000 Penalty: 5988.172852
	Iteration 36Q: 3 clusters Score -2.25534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22553400.000000 Penalty: 5988.172852
	Iteration 37Q: 3 clusters Score -2.25534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -22553446.000000 Penalty: 5988.172852
	Iteration 38Q: 3 clusters Score -2.255345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22553450.000000 Penalty: 5988.172852
	Iteration 39Q: 3 clusters Score -2.255345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22553466.000000 Penalty: 5988.172852
	Iteration 40F: 3 clusters Score -2.255347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22553470.000000 Penalty: 5988.172852
	Iteration 41Q: 3 clusters Score -2.255347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22553466.000000 Penalty: 5988.172852
	Iteration 42Q: 3 clusters Score -2.255347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22553516.000000 Penalty: 5988.172852
	Iteration 43Q: 3 clusters Score -2.255352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22553502.000000 Penalty: 5988.172852
	Iteration 44Q: 3 clusters Score -2.25535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173488 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -22553510.000000 Penalty: 5988.172852
	Iteration 45Q: 3 clusters Score -2.255351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22553522.000000 Penalty: 5988.172852
	Iteration 46Q: 3 clusters Score -2.255352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173543 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22553548.000000 Penalty: 5988.172852
	Iteration 47Q: 3 clusters Score -2.255355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22553556.000000 Penalty: 5988.172852
	Iteration 48Q: 3 clusters Score -2.255356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22553542.000000 Penalty: 5988.172852
	Iteration 49Q: 3 clusters Score -2.255354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173578 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -22553520.000000 Penalty: 5988.172852
	Iteration 50Q: 3 clusters Score -2.255352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22553532.000000 Penalty: 5988.172852
	Iteration 51Q: 3 clusters Score -2.255353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22553544.000000 Penalty: 5988.172852
	Iteration 52Q: 3 clusters Score -2.255354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22553544.000000 Penalty: 5988.172852
	Iteration 53Q: 3 clusters Score -2.255354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173609 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22553570.000000 Penalty: 5988.172852
	Iteration 54Q: 3 clusters Score -2.255357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173616 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22553576.000000 Penalty: 5988.172852
	Iteration 55Q: 3 clusters Score -2.255358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173623 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22553590.000000 Penalty: 5988.172852
	Iteration 56Q: 3 clusters Score -2.255359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22553574.000000 Penalty: 5988.172852
	Iteration 57Q: 3 clusters Score -2.255357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22553566.000000 Penalty: 5988.172852
	Iteration 58Q: 3 clusters Score -2.255357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22553586.000000 Penalty: 5988.172852
	Iteration 59Q: 3 clusters Score -2.255359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22553594.000000 Penalty: 5988.172852
	Iteration 60F: 3 clusters Score -2.255359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22553588.000000 Penalty: 5988.172852
	Iteration 61Q: 3 clusters Score -2.255359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173647 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22553572.000000 Penalty: 5988.172852
	Iteration 62Q: 3 clusters Score -2.255357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22553572.000000 Penalty: 5988.172852
	Iteration 63Q: 3 clusters Score -2.255357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173655 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -22553572.000000 Penalty: 5988.172852
	Iteration 64Q: 3 clusters Score -2.255357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22553554.000000 Penalty: 5988.172852
	Iteration 65Q: 3 clusters Score -2.255355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22553552.000000 Penalty: 5988.172852
	Iteration 66Q: 3 clusters Score -2.255355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173661 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22553552.000000 Penalty: 5988.172852
	Iteration 67Q: 3 clusters Score -2.255355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22553550.000000 Penalty: 5988.172852
	Iteration 68Q: 3 clusters Score -2.255355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22553554.000000 Penalty: 5988.172852
	Iteration 69Q: 3 clusters Score -2.255355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 5988.172852
	Iteration 70Q: 3 clusters Score -2.255356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22553566.000000 Penalty: 5988.172852
	Iteration 71Q: 3 clusters Score -2.255357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 5988.172852
	Iteration 72Q: 3 clusters Score -2.255356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 5988.172852
	Iteration 73F: 3 clusters Score -2.255356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Entering Unmasked Estep 
Score: -22007352.000000 Penalty: 2986.377930
	Iteration 0F: 2 clusters Score -2.200735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -21897006.000000 Penalty: 5972.755859
	Iteration 0F: 3 clusters Score -2.189701e+07 nChanged 81261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -21945276.000000 Penalty: 5972.755859
	Iteration 1F: 3 clusters Score -2.194528e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -21946860.000000 Penalty: 5972.755859
	Iteration 2Q: 3 clusters Score -2.194686e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -21949760.000000 Penalty: 5972.755859
	Iteration 3Q: 3 clusters Score -2.194976e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -21954800.000000 Penalty: 5972.755859
	Iteration 4F: 3 clusters Score -2.19548e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -21963404.000000 Penalty: 5972.755859
	Iteration 5F: 3 clusters Score -2.19634e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -21975926.000000 Penalty: 5972.755859
	Iteration 6F: 3 clusters Score -2.197593e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -21989022.000000 Penalty: 5972.755859
	Iteration 7F: 3 clusters Score -2.198902e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -21998056.000000 Penalty: 5972.755859
	Iteration 8F: 3 clusters Score -2.199806e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -22002248.000000 Penalty: 5972.755859
	Iteration 9Q: 3 clusters Score -2.200225e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -22003542.000000 Penalty: 5972.755859
	Iteration 10Q: 3 clusters Score -2.200354e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22004260.000000 Penalty: 5972.755859
	Iteration 11Q: 3 clusters Score -2.200426e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169006 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22004522.000000 Penalty: 5972.755859
	Iteration 12Q: 3 clusters Score -2.200452e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22004626.000000 Penalty: 5972.755859
	Iteration 13Q: 3 clusters Score -2.200463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22004678.000000 Penalty: 5972.755859
	Iteration 14Q: 3 clusters Score -2.200468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22004704.000000 Penalty: 5972.755859
	Iteration 15Q: 3 clusters Score -2.20047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22004734.000000 Penalty: 5972.755859
	Iteration 16Q: 3 clusters Score -2.200473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22004788.000000 Penalty: 5972.755859
	Iteration 17Q: 3 clusters Score -2.200479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169258 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22004780.000000 Penalty: 5972.755859
	Iteration 18Q: 3 clusters Score -2.200478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22004796.000000 Penalty: 5972.755859
	Iteration 19Q: 3 clusters Score -2.20048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22004786.000000 Penalty: 5972.755859
	Iteration 20F: 3 clusters Score -2.200479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22004798.000000 Penalty: 5972.755859
	Iteration 21Q: 3 clusters Score -2.20048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22004806.000000 Penalty: 5972.755859
	Iteration 22Q: 3 clusters Score -2.200481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169269 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22004818.000000 Penalty: 5972.755859
	Iteration 23Q: 3 clusters Score -2.200482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169269 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22004818.000000 Penalty: 5972.755859
	Iteration 24F: 3 clusters Score -2.200482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -97129.632812 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -97129.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95342.601562 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -95342.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95611.984375 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -95611.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95733.039062 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -95733.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95826.359375 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -95826.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95845.023438 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -95845.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95853.625000 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -95853.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95854.734375 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -95854.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95856.093750 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -95856.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95856.335938 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -95856.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95857.203125 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -95857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95857.203125 Penalty: 3323.562744
	Iteration 10F: 3 clusters Score -95857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (152841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Entering Unmasked Estep 
Score: -19905956.000000 Penalty: 2960.414062
	Iteration 0F: 2 clusters Score -1.990596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -19804164.000000 Penalty: 5920.828125
	Iteration 0F: 3 clusters Score -1.980416e+07 nChanged 72916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -19846148.000000 Penalty: 5920.828125
	Iteration 1F: 3 clusters Score -1.984615e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -19846958.000000 Penalty: 5920.828125
	Iteration 2Q: 3 clusters Score -1.984696e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -19848006.000000 Penalty: 5920.828125
	Iteration 3Q: 3 clusters Score -1.984801e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -19848918.000000 Penalty: 5920.828125
	Iteration 4Q: 3 clusters Score -1.984892e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -19850168.000000 Penalty: 5920.828125
	Iteration 5Q: 3 clusters Score -1.985017e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -19851468.000000 Penalty: 5920.828125
	Iteration 6Q: 3 clusters Score -1.985147e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -19853396.000000 Penalty: 5920.828125
	Iteration 7Q: 3 clusters Score -1.98534e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -19856432.000000 Penalty: 5920.828125
	Iteration 8Q: 3 clusters Score -1.985643e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -19861158.000000 Penalty: 5920.828125
	Iteration 9Q: 3 clusters Score -1.986116e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -19867588.000000 Penalty: 5920.828125
	Iteration 10F: 3 clusters Score -1.986759e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -19874054.000000 Penalty: 5920.828125
	Iteration 11F: 3 clusters Score -1.987405e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -19878038.000000 Penalty: 5920.828125
	Iteration 12Q: 3 clusters Score -1.987804e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -19879496.000000 Penalty: 5920.828125
	Iteration 13Q: 3 clusters Score -1.98795e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -19880434.000000 Penalty: 5920.828125
	Iteration 14Q: 3 clusters Score -1.988043e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -19881192.000000 Penalty: 5920.828125
	Iteration 15Q: 3 clusters Score -1.988119e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -19882076.000000 Penalty: 5920.828125
	Iteration 16Q: 3 clusters Score -1.988208e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -19883286.000000 Penalty: 5920.828125
	Iteration 17Q: 3 clusters Score -1.988329e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -19884348.000000 Penalty: 5920.828125
	Iteration 18Q: 3 clusters Score -1.988435e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -19885534.000000 Penalty: 5920.828125
	Iteration 19Q: 3 clusters Score -1.988553e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -19886916.000000 Penalty: 5920.828125
	Iteration 20F: 3 clusters Score -1.988692e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -19888302.000000 Penalty: 5920.828125
	Iteration 21Q: 3 clusters Score -1.98883e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -19889816.000000 Penalty: 5920.828125
	Iteration 22Q: 3 clusters Score -1.988982e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -19891528.000000 Penalty: 5920.828125
	Iteration 23Q: 3 clusters Score -1.989153e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133316 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -19893146.000000 Penalty: 5920.828125
	Iteration 24Q: 3 clusters Score -1.989315e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -19894714.000000 Penalty: 5920.828125
	Iteration 25Q: 3 clusters Score -1.989471e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -19896248.000000 Penalty: 5920.828125
	Iteration 26Q: 3 clusters Score -1.989625e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -19897594.000000 Penalty: 5920.828125
	Iteration 27Q: 3 clusters Score -1.989759e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142137 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -19898750.000000 Penalty: 5920.828125
	Iteration 28Q: 3 clusters Score -1.989875e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143777 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -19899664.000000 Penalty: 5920.828125
	Iteration 29Q: 3 clusters Score -1.989966e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -19900436.000000 Penalty: 5920.828125
	Iteration 30Q: 3 clusters Score -1.990044e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -19901114.000000 Penalty: 5920.828125
	Iteration 31Q: 3 clusters Score -1.990111e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147322 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -19901592.000000 Penalty: 5920.828125
	Iteration 32Q: 3 clusters Score -1.990159e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -19901940.000000 Penalty: 5920.828125
	Iteration 33Q: 3 clusters Score -1.990194e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -19902272.000000 Penalty: 5920.828125
	Iteration 34Q: 3 clusters Score -1.990227e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -19902498.000000 Penalty: 5920.828125
	Iteration 35Q: 3 clusters Score -1.99025e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -19902678.000000 Penalty: 5920.828125
	Iteration 36Q: 3 clusters Score -1.990268e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -19902850.000000 Penalty: 5920.828125
	Iteration 37Q: 3 clusters Score -1.990285e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19902936.000000 Penalty: 5920.828125
	Iteration 38Q: 3 clusters Score -1.990294e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19903022.000000 Penalty: 5920.828125
	Iteration 39Q: 3 clusters Score -1.990302e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19903124.000000 Penalty: 5920.828125
	Iteration 40F: 3 clusters Score -1.990312e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19903150.000000 Penalty: 5920.828125
	Iteration 41Q: 3 clusters Score -1.990315e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19903218.000000 Penalty: 5920.828125
	Iteration 42Q: 3 clusters Score -1.990322e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19903304.000000 Penalty: 5920.828125
	Iteration 43Q: 3 clusters Score -1.99033e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19903358.000000 Penalty: 5920.828125
	Iteration 44Q: 3 clusters Score -1.990336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19903368.000000 Penalty: 5920.828125
	Iteration 45Q: 3 clusters Score -1.990337e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19903410.000000 Penalty: 5920.828125
	Iteration 46Q: 3 clusters Score -1.990341e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19903432.000000 Penalty: 5920.828125
	Iteration 47Q: 3 clusters Score -1.990343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19903436.000000 Penalty: 5920.828125
	Iteration 48Q: 3 clusters Score -1.990344e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19903442.000000 Penalty: 5920.828125
	Iteration 49Q: 3 clusters Score -1.990344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19903462.000000 Penalty: 5920.828125
	Iteration 50Q: 3 clusters Score -1.990346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19903498.000000 Penalty: 5920.828125
	Iteration 51Q: 3 clusters Score -1.99035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19903486.000000 Penalty: 5920.828125
	Iteration 52Q: 3 clusters Score -1.990349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19903480.000000 Penalty: 5920.828125
	Iteration 53Q: 3 clusters Score -1.990348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19903500.000000 Penalty: 5920.828125
	Iteration 54Q: 3 clusters Score -1.99035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19903504.000000 Penalty: 5920.828125
	Iteration 55Q: 3 clusters Score -1.99035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19903514.000000 Penalty: 5920.828125
	Iteration 56Q: 3 clusters Score -1.990351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19903508.000000 Penalty: 5920.828125
	Iteration 57Q: 3 clusters Score -1.990351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19903514.000000 Penalty: 5920.828125
	Iteration 58Q: 3 clusters Score -1.990351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19903532.000000 Penalty: 5920.828125
	Iteration 59Q: 3 clusters Score -1.990353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19903552.000000 Penalty: 5920.828125
	Iteration 60F: 3 clusters Score -1.990355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19903544.000000 Penalty: 5920.828125
	Iteration 61Q: 3 clusters Score -1.990354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19903540.000000 Penalty: 5920.828125
	Iteration 62Q: 3 clusters Score -1.990354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19903550.000000 Penalty: 5920.828125
	Iteration 63Q: 3 clusters Score -1.990355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151697 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19903570.000000 Penalty: 5920.828125
	Iteration 64Q: 3 clusters Score -1.990357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5920.828125
	Iteration 65Q: 3 clusters Score -1.990357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5920.828125
	Iteration 66Q: 3 clusters Score -1.990357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19903560.000000 Penalty: 5920.828125
	Iteration 67Q: 3 clusters Score -1.990356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19903554.000000 Penalty: 5920.828125
	Iteration 68Q: 3 clusters Score -1.990355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19903540.000000 Penalty: 5920.828125
	Iteration 69Q: 3 clusters Score -1.990354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19903546.000000 Penalty: 5920.828125
	Iteration 70Q: 3 clusters Score -1.990355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19903548.000000 Penalty: 5920.828125
	Iteration 71Q: 3 clusters Score -1.990355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19903560.000000 Penalty: 5920.828125
	Iteration 72Q: 3 clusters Score -1.990356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19903554.000000 Penalty: 5920.828125
	Iteration 73Q: 3 clusters Score -1.990355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19903556.000000 Penalty: 5920.828125
	Iteration 74Q: 3 clusters Score -1.990356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19903552.000000 Penalty: 5920.828125
	Iteration 75Q: 3 clusters Score -1.990355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19903560.000000 Penalty: 5920.828125
	Iteration 76Q: 3 clusters Score -1.990356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19903556.000000 Penalty: 5920.828125
	Iteration 77Q: 3 clusters Score -1.990356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5920.828125
	Iteration 78Q: 3 clusters Score -1.990357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5920.828125
	Iteration 79F: 3 clusters Score -1.990357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Entering Unmasked Estep 
Score: -2522852.750000 Penalty: 2450.598877
	Iteration 0F: 2 clusters Score -2522853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2509037.250000 Penalty: 4901.197754
	Iteration 0F: 3 clusters Score -2509037 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2513738.500000 Penalty: 4901.197754
	Iteration 1F: 3 clusters Score -2513738 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2514232.750000 Penalty: 4901.197754
	Iteration 2F: 3 clusters Score -2514233 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2514765.000000 Penalty: 4901.197754
	Iteration 3Q: 3 clusters Score -2514765 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2515348.500000 Penalty: 4901.197754
	Iteration 4Q: 3 clusters Score -2515348 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2515956.500000 Penalty: 4901.197754
	Iteration 5Q: 3 clusters Score -2515956 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2516533.500000 Penalty: 4901.197754
	Iteration 6Q: 3 clusters Score -2516534 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2517059.750000 Penalty: 4901.197754
	Iteration 7Q: 3 clusters Score -2517060 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2517542.500000 Penalty: 4901.197754
	Iteration 8Q: 3 clusters Score -2517542 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2517942.750000 Penalty: 4901.197754
	Iteration 9Q: 3 clusters Score -2517943 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2518276.250000 Penalty: 4901.197754
	Iteration 10Q: 3 clusters Score -2518276 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2518542.250000 Penalty: 4901.197754
	Iteration 11Q: 3 clusters Score -2518542 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2518753.500000 Penalty: 4901.197754
	Iteration 12Q: 3 clusters Score -2518754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2518911.250000 Penalty: 4901.197754
	Iteration 13Q: 3 clusters Score -2518911 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2519039.750000 Penalty: 4901.197754
	Iteration 14Q: 3 clusters Score -2519040 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2519138.000000 Penalty: 4901.197754
	Iteration 15Q: 3 clusters Score -2519138 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2519212.500000 Penalty: 4901.197754
	Iteration 16Q: 3 clusters Score -2519212 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2519290.000000 Penalty: 4901.197754
	Iteration 17Q: 3 clusters Score -2519290 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2519351 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2519430 nChanged 235
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Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2519501 nChanged 228
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9309 members 
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	Iteration 21Q: 3 clusters Score -2519568 nChanged 239
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Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2519651 nChanged 256
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Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2519743 nChanged 287
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Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2519966 nChanged 290
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Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2520064 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 7781 members 
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	Iteration 27Q: 3 clusters Score -2520150 nChanged 246
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Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2520240 nChanged 241
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2520316 nChanged 214
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7100 members 
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	Iteration 30Q: 3 clusters Score -2520382 nChanged 212
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Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6892 members 
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Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 6717 members 
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	Iteration 32Q: 3 clusters Score -2520490 nChanged 164
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Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6557 members 
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	Iteration 33Q: 3 clusters Score -2520540 nChanged 172
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Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 6387 members 
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	Iteration 34Q: 3 clusters Score -2520575 nChanged 155
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Mstep: Class 1 contains 13332 members 
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	Iteration 35Q: 3 clusters Score -2520622 nChanged 170
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Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 6064 members 
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	Iteration 36Q: 3 clusters Score -2520664 nChanged 172
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Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 5892 members 
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	Iteration 37Q: 3 clusters Score -2520709 nChanged 159
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Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 5733 members 
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	Iteration 38Q: 3 clusters Score -2520742 nChanged 154
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Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 5579 members 
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	Iteration 39Q: 3 clusters Score -2520779 nChanged 137
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Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5442 members 
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	Iteration 40F: 3 clusters Score -2520809 nChanged 133
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Mstep: Class 1 contains 14255 members 
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	Iteration 41Q: 3 clusters Score -2520841 nChanged 115
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Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5194 members 
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	Iteration 42Q: 3 clusters Score -2520870 nChanged 106
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Mstep: Class 2 contains 5088 members 
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	Iteration 43Q: 3 clusters Score -2520895 nChanged 101
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Mstep: Class 1 contains 14577 members 
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Mstep: Class 1 contains 14701 members 
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	Iteration 45Q: 3 clusters Score -2520950 nChanged 107
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Mstep: Class 1 contains 14808 members 
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	Iteration 46Q: 3 clusters Score -2520972 nChanged 113
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Mstep: Class 1 contains 14921 members 
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	Iteration 47Q: 3 clusters Score -2520990 nChanged 83
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Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 4560 members 
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	Iteration 48Q: 3 clusters Score -2521010 nChanged 97
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	Iteration 49Q: 3 clusters Score -2521029 nChanged 87
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	Iteration 50Q: 3 clusters Score -2521042 nChanged 100
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	Iteration 52Q: 3 clusters Score -2521104 nChanged 130
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	Iteration 56Q: 3 clusters Score -2521207 nChanged 83
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	Iteration 58Q: 3 clusters Score -2521248 nChanged 69
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	Iteration 59Q: 3 clusters Score -2521272 nChanged 62
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	Iteration 60F: 3 clusters Score -2521283 nChanged 80
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Mstep: Class 1 contains 16231 members 
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	Iteration 61Q: 3 clusters Score -2521295 nChanged 73
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	Iteration 62Q: 3 clusters Score -2521324 nChanged 80
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	Iteration 63Q: 3 clusters Score -2521336 nChanged 73
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Mstep: Class 1 contains 16455 members 
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	Iteration 64Q: 3 clusters Score -2521350 nChanged 59
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	Iteration 65Q: 3 clusters Score -2521370 nChanged 58
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	Iteration 67Q: 3 clusters Score -2521394 nChanged 31
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	Iteration 68Q: 3 clusters Score -2521392 nChanged 17
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	Iteration 69Q: 3 clusters Score -2521396 nChanged 25
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	Iteration 70Q: 3 clusters Score -2521403 nChanged 20
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	Iteration 72Q: 3 clusters Score -2521415 nChanged 22
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	Iteration 73Q: 3 clusters Score -2521418 nChanged 22
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	Iteration 78Q: 3 clusters Score -2521428 nChanged 17
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	Iteration 79Q: 3 clusters Score -2521431 nChanged 15
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	Iteration 80F: 3 clusters Score -2521440 nChanged 10
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	Iteration 81Q: 3 clusters Score -2521437 nChanged 15
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	Iteration 82Q: 3 clusters Score -2521442 nChanged 18
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	Iteration 83Q: 3 clusters Score -2521446 nChanged 9
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	Iteration 84Q: 3 clusters Score -2521446 nChanged 9
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	Iteration 85Q: 3 clusters Score -2521448 nChanged 18
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	Iteration 86Q: 3 clusters Score -2521455 nChanged 13
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	Iteration 87Q: 3 clusters Score -2521451 nChanged 8
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	Iteration 89Q: 3 clusters Score -2521455 nChanged 11
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	Iteration 91Q: 3 clusters Score -2521462 nChanged 14
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	Iteration 93Q: 3 clusters Score -2521459 nChanged 11
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	Iteration 94Q: 3 clusters Score -2521458 nChanged 17
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	Iteration 95Q: 3 clusters Score -2521466 nChanged 25
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	Iteration 97Q: 3 clusters Score -2521475 nChanged 21
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	Iteration 98Q: 3 clusters Score -2521482 nChanged 22
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	Iteration 99Q: 3 clusters Score -2521484 nChanged 19
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	Iteration 100F: 3 clusters Score -2521488 nChanged 17
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	Iteration 101Q: 3 clusters Score -2521490 nChanged 9
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	Iteration 102Q: 3 clusters Score -2521486 nChanged 7
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	Iteration 103Q: 3 clusters Score -2521493 nChanged 5
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	Iteration 104Q: 3 clusters Score -2521494 nChanged 3
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	Iteration 105Q: 3 clusters Score -2521496 nChanged 2
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	Iteration 106Q: 3 clusters Score -2521494 nChanged 5
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	Iteration 107Q: 3 clusters Score -2521496 nChanged 6
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	Iteration 108Q: 3 clusters Score -2521498 nChanged 8
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	Iteration 109Q: 3 clusters Score -2521496 nChanged 4
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	Iteration 110Q: 3 clusters Score -2521495 nChanged 7
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	Iteration 111Q: 3 clusters Score -2521498 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2521502.250000 Penalty: 4901.197754
	Iteration 112Q: 3 clusters Score -2521502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2521499.000000 Penalty: 4901.197754
	Iteration 113Q: 3 clusters Score -2521499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2521498.500000 Penalty: 4901.197754
	Iteration 114Q: 3 clusters Score -2521498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2521496.250000 Penalty: 4901.197754
	Iteration 115Q: 3 clusters Score -2521496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2521496.000000 Penalty: 4901.197754
	Iteration 116Q: 3 clusters Score -2521496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2521500.750000 Penalty: 4901.197754
	Iteration 117Q: 3 clusters Score -2521501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2521507.500000 Penalty: 4901.197754
	Iteration 118Q: 3 clusters Score -2521508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2521507.000000 Penalty: 4901.197754
	Iteration 119Q: 3 clusters Score -2521507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2521506.500000 Penalty: 4901.197754
	Iteration 120F: 3 clusters Score -2521506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2521505.750000 Penalty: 4901.197754
	Iteration 121Q: 3 clusters Score -2521506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2521508.000000 Penalty: 4901.197754
	Iteration 122Q: 3 clusters Score -2521508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2521507.500000 Penalty: 4901.197754
	Iteration 123Q: 3 clusters Score -2521508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2521513.750000 Penalty: 4901.197754
	Iteration 124Q: 3 clusters Score -2521514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2521516.250000 Penalty: 4901.197754
	Iteration 125Q: 3 clusters Score -2521516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2521510.250000 Penalty: 4901.197754
	Iteration 126Q: 3 clusters Score -2521510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2521513.250000 Penalty: 4901.197754
	Iteration 127Q: 3 clusters Score -2521513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2521513.750000 Penalty: 4901.197754
	Iteration 128Q: 3 clusters Score -2521514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2521512.500000 Penalty: 4901.197754
	Iteration 129Q: 3 clusters Score -2521512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2521516.750000 Penalty: 4901.197754
	Iteration 130Q: 3 clusters Score -2521517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2521514.250000 Penalty: 4901.197754
	Iteration 131Q: 3 clusters Score -2521514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2521515.250000 Penalty: 4901.197754
	Iteration 132Q: 3 clusters Score -2521515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2521516.000000 Penalty: 4901.197754
	Iteration 133Q: 3 clusters Score -2521516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2521516.500000 Penalty: 4901.197754
	Iteration 134Q: 3 clusters Score -2521516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2521516.000000 Penalty: 4901.197754
	Iteration 135Q: 3 clusters Score -2521516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2521516.000000 Penalty: 4901.197754
	Iteration 136F: 3 clusters Score -2521516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -568040.187500 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -568040.2 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 2277 members 
Entering Unmasked Estep 
Score: -563862.125000 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -563862.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -564878.625000 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -564878.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -565189.500000 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -565189.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -565437.687500 Penalty: 4175.564453
	Iteration 3F: 3 clusters Score -565437.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -565627.687500 Penalty: 4175.564453
	Iteration 4F: 3 clusters Score -565627.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -565781.125000 Penalty: 4175.564453
	Iteration 5Q: 3 clusters Score -565781.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -565921.812500 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -565921.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -566053.625000 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -566053.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -566196.625000 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -566196.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -566336.125000 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -566336.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -566454.500000 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -566454.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -566581.437500 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -566581.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -566672.125000 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -566672.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -566763.687500 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -566763.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -566837.125000 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -566837.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -566891.500000 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -566891.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -566928.750000 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -566928.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -566953.312500 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -566953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -566969.562500 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -566969.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -566980.125000 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -566980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -566986.375000 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -566986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -566992.312500 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -566992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -566994.562500 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -566994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -566997.687500 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -566997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -567000.187500 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -567000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -567002.750000 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -567002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -567007.875000 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -567007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -567013.125000 Penalty: 4175.564453
	Iteration 27Q: 3 clusters Score -567013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -567015.937500 Penalty: 4175.564453
	Iteration 28Q: 3 clusters Score -567015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -567018.687500 Penalty: 4175.564453
	Iteration 29Q: 3 clusters Score -567018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -567020.562500 Penalty: 4175.564453
	Iteration 30Q: 3 clusters Score -567020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -567021.937500 Penalty: 4175.564453
	Iteration 31Q: 3 clusters Score -567021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -567021.937500 Penalty: 4175.564453
	Iteration 32F: 3 clusters Score -567021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 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 309 members 
Entering Unmasked Estep 
Score: -69592.203125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69592.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69881.664062 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69881.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70051.703125 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -70051.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70151.210938 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -70151.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70324.828125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -70324.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70450.578125 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70450.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70503.289062 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70503.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70542.546875 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70542.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70572.421875 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70572.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70598.132812 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70598.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70636.015625 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70636.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70681.789062 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70681.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70695.039062 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -70695.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70696.117188 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -70696.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70696.117188 Penalty: 3194.709473
	Iteration 14F: 3 clusters Score -70696.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221757 members 
Entering Unmasked Estep 
Score: -28430298.000000 Penalty: 3052.715820
	Iteration 0F: 2 clusters Score -2.84303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -28291550.000000 Penalty: 6105.431641
	Iteration 0F: 3 clusters Score -2.829155e+07 nChanged 107045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -28354914.000000 Penalty: 6105.431641
	Iteration 1F: 3 clusters Score -2.835491e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -28356070.000000 Penalty: 6105.431641
	Iteration 2Q: 3 clusters Score -2.835607e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -28357300.000000 Penalty: 6105.431641
	Iteration 3Q: 3 clusters Score -2.83573e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -28359058.000000 Penalty: 6105.431641
	Iteration 4Q: 3 clusters Score -2.835906e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -28361908.000000 Penalty: 6105.431641
	Iteration 5Q: 3 clusters Score -2.836191e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -28366600.000000 Penalty: 6105.431641
	Iteration 6Q: 3 clusters Score -2.83666e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -28373306.000000 Penalty: 6105.431641
	Iteration 7Q: 3 clusters Score -2.837331e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -28382460.000000 Penalty: 6105.431641
	Iteration 8F: 3 clusters Score -2.838246e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -28392060.000000 Penalty: 6105.431641
	Iteration 9F: 3 clusters Score -2.839206e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -28400382.000000 Penalty: 6105.431641
	Iteration 10F: 3 clusters Score -2.840038e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -28406234.000000 Penalty: 6105.431641
	Iteration 11Q: 3 clusters Score -2.840623e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -28409924.000000 Penalty: 6105.431641
	Iteration 12Q: 3 clusters Score -2.840992e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -28412000.000000 Penalty: 6105.431641
	Iteration 13Q: 3 clusters Score -2.8412e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163167 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -28413442.000000 Penalty: 6105.431641
	Iteration 14Q: 3 clusters Score -2.841344e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166099 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -28414618.000000 Penalty: 6105.431641
	Iteration 15Q: 3 clusters Score -2.841462e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -28415694.000000 Penalty: 6105.431641
	Iteration 16Q: 3 clusters Score -2.841569e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -28416412.000000 Penalty: 6105.431641
	Iteration 17Q: 3 clusters Score -2.841641e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -28417012.000000 Penalty: 6105.431641
	Iteration 18Q: 3 clusters Score -2.841701e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -28417618.000000 Penalty: 6105.431641
	Iteration 19Q: 3 clusters Score -2.841762e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -28418074.000000 Penalty: 6105.431641
	Iteration 20F: 3 clusters Score -2.841807e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179850 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -28418526.000000 Penalty: 6105.431641
	Iteration 21Q: 3 clusters Score -2.841853e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -28418996.000000 Penalty: 6105.431641
	Iteration 22Q: 3 clusters Score -2.8419e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -28419582.000000 Penalty: 6105.431641
	Iteration 23Q: 3 clusters Score -2.841958e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -28420114.000000 Penalty: 6105.431641
	Iteration 24Q: 3 clusters Score -2.842011e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -28420496.000000 Penalty: 6105.431641
	Iteration 25Q: 3 clusters Score -2.84205e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188184 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -28420860.000000 Penalty: 6105.431641
	Iteration 26Q: 3 clusters Score -2.842086e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -28421120.000000 Penalty: 6105.431641
	Iteration 27Q: 3 clusters Score -2.842112e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191172 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -28421380.000000 Penalty: 6105.431641
	Iteration 28Q: 3 clusters Score -2.842138e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192594 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -28421606.000000 Penalty: 6105.431641
	Iteration 29Q: 3 clusters Score -2.842161e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193969 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -28421846.000000 Penalty: 6105.431641
	Iteration 30Q: 3 clusters Score -2.842185e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -28422168.000000 Penalty: 6105.431641
	Iteration 31Q: 3 clusters Score -2.842217e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196512 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -28422502.000000 Penalty: 6105.431641
	Iteration 32Q: 3 clusters Score -2.84225e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197731 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -28422658.000000 Penalty: 6105.431641
	Iteration 33Q: 3 clusters Score -2.842266e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198930 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -28423006.000000 Penalty: 6105.431641
	Iteration 34Q: 3 clusters Score -2.842301e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200044 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -28423326.000000 Penalty: 6105.431641
	Iteration 35Q: 3 clusters Score -2.842333e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201073 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -28423458.000000 Penalty: 6105.431641
	Iteration 36Q: 3 clusters Score -2.842346e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202127 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -28423686.000000 Penalty: 6105.431641
	Iteration 37Q: 3 clusters Score -2.842369e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203168 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -28423932.000000 Penalty: 6105.431641
	Iteration 38Q: 3 clusters Score -2.842393e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204183 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -28424282.000000 Penalty: 6105.431641
	Iteration 39Q: 3 clusters Score -2.842428e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205146 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -28424536.000000 Penalty: 6105.431641
	Iteration 40F: 3 clusters Score -2.842454e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -28424684.000000 Penalty: 6105.431641
	Iteration 41Q: 3 clusters Score -2.842468e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207041 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -28424962.000000 Penalty: 6105.431641
	Iteration 42Q: 3 clusters Score -2.842496e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207948 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -28425246.000000 Penalty: 6105.431641
	Iteration 43Q: 3 clusters Score -2.842525e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208769 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -28425456.000000 Penalty: 6105.431641
	Iteration 44Q: 3 clusters Score -2.842546e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209609 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -28425608.000000 Penalty: 6105.431641
	Iteration 45Q: 3 clusters Score -2.842561e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -28425790.000000 Penalty: 6105.431641
	Iteration 46Q: 3 clusters Score -2.842579e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211012 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -28426046.000000 Penalty: 6105.431641
	Iteration 47Q: 3 clusters Score -2.842605e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211590 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -28426204.000000 Penalty: 6105.431641
	Iteration 48Q: 3 clusters Score -2.84262e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212110 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -28426374.000000 Penalty: 6105.431641
	Iteration 49Q: 3 clusters Score -2.842637e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212586 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -28426448.000000 Penalty: 6105.431641
	Iteration 50Q: 3 clusters Score -2.842645e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213035 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -28426584.000000 Penalty: 6105.431641
	Iteration 51Q: 3 clusters Score -2.842658e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -28426622.000000 Penalty: 6105.431641
	Iteration 52Q: 3 clusters Score -2.842662e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213801 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -28426678.000000 Penalty: 6105.431641
	Iteration 53Q: 3 clusters Score -2.842668e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -28426776.000000 Penalty: 6105.431641
	Iteration 54Q: 3 clusters Score -2.842678e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214409 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -28426838.000000 Penalty: 6105.431641
	Iteration 55Q: 3 clusters Score -2.842684e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214684 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -28426878.000000 Penalty: 6105.431641
	Iteration 56Q: 3 clusters Score -2.842688e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214919 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -28426982.000000 Penalty: 6105.431641
	Iteration 57Q: 3 clusters Score -2.842698e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -28427028.000000 Penalty: 6105.431641
	Iteration 58Q: 3 clusters Score -2.842703e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -28427150.000000 Penalty: 6105.431641
	Iteration 59Q: 3 clusters Score -2.842715e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -28427170.000000 Penalty: 6105.431641
	Iteration 60F: 3 clusters Score -2.842717e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215743 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -28427230.000000 Penalty: 6105.431641
	Iteration 61Q: 3 clusters Score -2.842723e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215893 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -28427252.000000 Penalty: 6105.431641
	Iteration 62Q: 3 clusters Score -2.842725e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216027 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -28427294.000000 Penalty: 6105.431641
	Iteration 63Q: 3 clusters Score -2.842729e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216156 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -28427326.000000 Penalty: 6105.431641
	Iteration 64Q: 3 clusters Score -2.842733e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216274 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -28427382.000000 Penalty: 6105.431641
	Iteration 65Q: 3 clusters Score -2.842738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216376 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -28427340.000000 Penalty: 6105.431641
	Iteration 66Q: 3 clusters Score -2.842734e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -28427352.000000 Penalty: 6105.431641
	Iteration 67Q: 3 clusters Score -2.842735e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216582 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -28427414.000000 Penalty: 6105.431641
	Iteration 68Q: 3 clusters Score -2.842741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216676 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -28427402.000000 Penalty: 6105.431641
	Iteration 69Q: 3 clusters Score -2.84274e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216775 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -28427486.000000 Penalty: 6105.431641
	Iteration 70Q: 3 clusters Score -2.842749e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216866 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -28427484.000000 Penalty: 6105.431641
	Iteration 71Q: 3 clusters Score -2.842748e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -28427524.000000 Penalty: 6105.431641
	Iteration 72Q: 3 clusters Score -2.842752e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217065 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -28427612.000000 Penalty: 6105.431641
	Iteration 73Q: 3 clusters Score -2.842761e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217172 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -28427650.000000 Penalty: 6105.431641
	Iteration 74Q: 3 clusters Score -2.842765e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -28427670.000000 Penalty: 6105.431641
	Iteration 75Q: 3 clusters Score -2.842767e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217353 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -28427708.000000 Penalty: 6105.431641
	Iteration 76Q: 3 clusters Score -2.842771e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217422 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -28427750.000000 Penalty: 6105.431641
	Iteration 77Q: 3 clusters Score -2.842775e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -28427754.000000 Penalty: 6105.431641
	Iteration 78Q: 3 clusters Score -2.842775e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217528 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -28427772.000000 Penalty: 6105.431641
	Iteration 79Q: 3 clusters Score -2.842777e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217578 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -28427788.000000 Penalty: 6105.431641
	Iteration 80F: 3 clusters Score -2.842779e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217612 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -28427792.000000 Penalty: 6105.431641
	Iteration 81Q: 3 clusters Score -2.842779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217653 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -28427796.000000 Penalty: 6105.431641
	Iteration 82Q: 3 clusters Score -2.84278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217698 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -28427788.000000 Penalty: 6105.431641
	Iteration 83Q: 3 clusters Score -2.842779e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217739 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -28427792.000000 Penalty: 6105.431641
	Iteration 84Q: 3 clusters Score -2.842779e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217769 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -28427798.000000 Penalty: 6105.431641
	Iteration 85Q: 3 clusters Score -2.84278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217791 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -28427802.000000 Penalty: 6105.431641
	Iteration 86Q: 3 clusters Score -2.84278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217817 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -28427800.000000 Penalty: 6105.431641
	Iteration 87Q: 3 clusters Score -2.84278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217854 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -28427798.000000 Penalty: 6105.431641
	Iteration 88Q: 3 clusters Score -2.84278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217880 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -28427814.000000 Penalty: 6105.431641
	Iteration 89Q: 3 clusters Score -2.842781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -28427768.000000 Penalty: 6105.431641
	Iteration 90Q: 3 clusters Score -2.842777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217919 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -28427782.000000 Penalty: 6105.431641
	Iteration 91Q: 3 clusters Score -2.842778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217936 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -28427798.000000 Penalty: 6105.431641
	Iteration 92Q: 3 clusters Score -2.84278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217950 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -28427790.000000 Penalty: 6105.431641
	Iteration 93Q: 3 clusters Score -2.842779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217971 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -28427806.000000 Penalty: 6105.431641
	Iteration 94Q: 3 clusters Score -2.842781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217990 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -28427818.000000 Penalty: 6105.431641
	Iteration 95Q: 3 clusters Score -2.842782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218017 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -28427844.000000 Penalty: 6105.431641
	Iteration 96Q: 3 clusters Score -2.842784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218031 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28427846.000000 Penalty: 6105.431641
	Iteration 97Q: 3 clusters Score -2.842785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218045 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -28427862.000000 Penalty: 6105.431641
	Iteration 98Q: 3 clusters Score -2.842786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218054 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -28427856.000000 Penalty: 6105.431641
	Iteration 99Q: 3 clusters Score -2.842786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218062 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -28427850.000000 Penalty: 6105.431641
	Iteration 100F: 3 clusters Score -2.842785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218065 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -28427868.000000 Penalty: 6105.431641
	Iteration 101Q: 3 clusters Score -2.842787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218067 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -28427852.000000 Penalty: 6105.431641
	Iteration 102Q: 3 clusters Score -2.842785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218068 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -28427868.000000 Penalty: 6105.431641
	Iteration 103Q: 3 clusters Score -2.842787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218068 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -28427868.000000 Penalty: 6105.431641
	Iteration 104F: 3 clusters Score -2.842787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89565.101562 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89565.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90009.523438 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -90009.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90303.703125 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90303.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90478.601562 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90478.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90597.570312 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -90597.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90666.296875 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90666.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90711.179688 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90711.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90727.437500 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90727.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90750.046875 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90750.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90773.039062 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90773.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90809.687500 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90809.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90829.804688 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90848.250000 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90848.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90858.109375 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -90858.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90873.812500 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -90873.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90889.046875 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -90889.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90900.023438 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -90900.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90911.406250 Penalty: 3349.705322
	Iteration 17Q: 3 clusters Score -90911.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90914.960938 Penalty: 3349.705322
	Iteration 18Q: 3 clusters Score -90914.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90914.960938 Penalty: 3349.705322
	Iteration 19F: 3 clusters Score -90914.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68816.226562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68816.23 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69143.070312 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69143.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69300.320312 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69300.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69396.492188 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69396.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69507.140625 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69507.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69582.039062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69582.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69626.625000 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69626.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69679.375000 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69679.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69721.859375 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69721.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69740.640625 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69740.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69766.031250 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69766.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69794.492188 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69794.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69836.812500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69836.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69905.046875 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69905.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69973.796875 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69998.718750 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69998.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70039.257812 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -70039.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70086.132812 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -70086.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70126.835938 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -70126.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70134.468750 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -70134.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70139.101562 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -70139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70144.218750 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -70144.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70149.132812 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -70149.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70152.015625 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -70152.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70152.015625 Penalty: 3219.398926
	Iteration 24F: 3 clusters Score -70152.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49701.789062 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49701.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49883.179688 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49883.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49926.964844 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49926.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49937.351562 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49937.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49940.285156 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49940.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49942.777344 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49942.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49945.250000 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49945.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49947.476562 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -49947.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49947.476562 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -49947.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -1134580.125000 Penalty: 2266.033447
	Iteration 0F: 2 clusters Score -1134580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1127420.500000 Penalty: 4532.066895
	Iteration 0F: 3 clusters Score -1127420 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1129984.500000 Penalty: 4532.066895
	Iteration 1F: 3 clusters Score -1129984 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1130771.000000 Penalty: 4532.066895
	Iteration 2F: 3 clusters Score -1130771 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1131472.500000 Penalty: 4532.066895
	Iteration 3F: 3 clusters Score -1131472 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1132161.625000 Penalty: 4532.066895
	Iteration 4F: 3 clusters Score -1132162 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1132673.000000 Penalty: 4532.066895
	Iteration 5F: 3 clusters Score -1132673 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1133013.375000 Penalty: 4532.066895
	Iteration 6F: 3 clusters Score -1133013 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1133208.375000 Penalty: 4532.066895
	Iteration 7Q: 3 clusters Score -1133208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1133314.375000 Penalty: 4532.066895
	Iteration 8Q: 3 clusters Score -1133314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1133360.125000 Penalty: 4532.066895
	Iteration 9Q: 3 clusters Score -1133360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1133386.250000 Penalty: 4532.066895
	Iteration 10Q: 3 clusters Score -1133386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1133413.625000 Penalty: 4532.066895
	Iteration 11Q: 3 clusters Score -1133414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1133434.250000 Penalty: 4532.066895
	Iteration 12Q: 3 clusters Score -1133434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1133449.375000 Penalty: 4532.066895
	Iteration 13Q: 3 clusters Score -1133449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1133463.750000 Penalty: 4532.066895
	Iteration 14Q: 3 clusters Score -1133464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1133478.750000 Penalty: 4532.066895
	Iteration 15Q: 3 clusters Score -1133479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1133486.250000 Penalty: 4532.066895
	Iteration 16Q: 3 clusters Score -1133486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1133488.250000 Penalty: 4532.066895
	Iteration 17Q: 3 clusters Score -1133488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1133492.000000 Penalty: 4532.066895
	Iteration 18Q: 3 clusters Score -1133492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1133493.750000 Penalty: 4532.066895
	Iteration 19Q: 3 clusters Score -1133494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1133495.500000 Penalty: 4532.066895
	Iteration 20F: 3 clusters Score -1133496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1133500.750000 Penalty: 4532.066895
	Iteration 21Q: 3 clusters Score -1133501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1133499.250000 Penalty: 4532.066895
	Iteration 22Q: 3 clusters Score -1133499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1133502.375000 Penalty: 4532.066895
	Iteration 23Q: 3 clusters Score -1133502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1133503.625000 Penalty: 4532.066895
	Iteration 24Q: 3 clusters Score -1133504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1133510.250000 Penalty: 4532.066895
	Iteration 25Q: 3 clusters Score -1133510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1133513.125000 Penalty: 4532.066895
	Iteration 26Q: 3 clusters Score -1133513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1133514.625000 Penalty: 4532.066895
	Iteration 27Q: 3 clusters Score -1133515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1133513.875000 Penalty: 4532.066895
	Iteration 28Q: 3 clusters Score -1133514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1133518.000000 Penalty: 4532.066895
	Iteration 29Q: 3 clusters Score -1133518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1133520.125000 Penalty: 4532.066895
	Iteration 30Q: 3 clusters Score -1133520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1133520.750000 Penalty: 4532.066895
	Iteration 31Q: 3 clusters Score -1133521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1133527.500000 Penalty: 4532.066895
	Iteration 32Q: 3 clusters Score -1133528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1133528.750000 Penalty: 4532.066895
	Iteration 33Q: 3 clusters Score -1133529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1133532.250000 Penalty: 4532.066895
	Iteration 34Q: 3 clusters Score -1133532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1133537.500000 Penalty: 4532.066895
	Iteration 35Q: 3 clusters Score -1133538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1133540.500000 Penalty: 4532.066895
	Iteration 36Q: 3 clusters Score -1133540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1133542.625000 Penalty: 4532.066895
	Iteration 37Q: 3 clusters Score -1133543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1133542.750000 Penalty: 4532.066895
	Iteration 38Q: 3 clusters Score -1133543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1133544.625000 Penalty: 4532.066895
	Iteration 39Q: 3 clusters Score -1133545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1133548.375000 Penalty: 4532.066895
	Iteration 40F: 3 clusters Score -1133548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1133552.625000 Penalty: 4532.066895
	Iteration 41Q: 3 clusters Score -1133553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1133555.875000 Penalty: 4532.066895
	Iteration 42Q: 3 clusters Score -1133556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1133556.750000 Penalty: 4532.066895
	Iteration 43Q: 3 clusters Score -1133557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1133559.875000 Penalty: 4532.066895
	Iteration 44Q: 3 clusters Score -1133560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1133562.625000 Penalty: 4532.066895
	Iteration 45Q: 3 clusters Score -1133563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1133563.500000 Penalty: 4532.066895
	Iteration 46Q: 3 clusters Score -1133564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1133565.125000 Penalty: 4532.066895
	Iteration 47Q: 3 clusters Score -1133565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1133565.125000 Penalty: 4532.066895
	Iteration 48Q: 3 clusters Score -1133565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1133565.125000 Penalty: 4532.066895
	Iteration 49Q: 3 clusters Score -1133565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1133565.125000 Penalty: 4532.066895
	Iteration 50F: 3 clusters Score -1133565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35707.300781 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35707.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36079.414062 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -36079.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36180.878906 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36180.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36222.457031 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -36222.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36294.683594 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36294.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36392.371094 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36392.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36430.277344 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36430.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36462.062500 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36462.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36534.488281 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36534.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36608.031250 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36608.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36615.785156 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -36615.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36615.785156 Penalty: 2956.658691
	Iteration 11F: 3 clusters Score -36615.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 192835 members 
Mstep: Class 2 contains 65480 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 153508 members 
Mstep: Class 6 contains 37932 members 
Mstep: Class 7 contains 56535 members 
Mstep: Class 8 contains 32967 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 175068 members 
Mstep: Class 11 contains 169710 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 152841 members 
Mstep: Class 14 contains 19564 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 221757 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437760.000000 Penalty: 76877.992188
Iteration 239Q: 23 clusters Score -1.664378e+08 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 193652 members 
Mstep: Class 2 contains 65474 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 152198 members 
Mstep: Class 6 contains 37805 members 
Mstep: Class 7 contains 56681 members 
Mstep: Class 8 contains 32945 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 174770 members 
Mstep: Class 11 contains 168484 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 156695 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 220331 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9204 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439104.000000 Penalty: 76877.992188
Iteration 240F: 23 clusters Score -1.664391e+08 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 194472 members 
Mstep: Class 2 contains 65456 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 5 contains 150863 members 
Mstep: Class 6 contains 37704 members 
Mstep: Class 7 contains 56837 members 
Mstep: Class 8 contains 32933 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 174471 members 
Mstep: Class 11 contains 167110 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 160704 members 
Mstep: Class 14 contains 19433 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 218842 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439664.000000 Penalty: 76877.992188
Iteration 241Q: 23 clusters Score -1.664397e+08 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 195287 members 
Mstep: Class 2 contains 65437 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 149421 members 
Mstep: Class 6 contains 37608 members 
Mstep: Class 7 contains 57006 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 174264 members 
Mstep: Class 11 contains 165689 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 164668 members 
Mstep: Class 14 contains 19374 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 217428 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 9057 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440640.000000 Penalty: 76877.992188
Iteration 242Q: 23 clusters Score -1.664406e+08 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 196351 members 
Mstep: Class 2 contains 65427 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 148047 members 
Mstep: Class 6 contains 37489 members 
Mstep: Class 7 contains 57154 members 
Mstep: Class 8 contains 32842 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 174013 members 
Mstep: Class 11 contains 164151 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 168481 members 
Mstep: Class 14 contains 19314 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 216062 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166441872.000000 Penalty: 76877.992188
Iteration 243Q: 23 clusters Score -1.664419e+08 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 197443 members 
Mstep: Class 2 contains 65423 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 14071 members 
Mstep: Class 5 contains 146818 members 
Mstep: Class 6 contains 37376 members 
Mstep: Class 7 contains 57297 members 
Mstep: Class 8 contains 32793 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 10 contains 173907 members 
Mstep: Class 11 contains 162570 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 171846 members 
Mstep: Class 14 contains 19279 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 214807 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8931 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166441344.000000 Penalty: 76877.992188
Iteration 244Q: 23 clusters Score -1.664413e+08 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 198406 members 
Mstep: Class 2 contains 65424 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 14091 members 
Mstep: Class 5 contains 145776 members 
Mstep: Class 6 contains 37300 members 
Mstep: Class 7 contains 57471 members 
Mstep: Class 8 contains 32757 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 174001 members 
Mstep: Class 11 contains 161170 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 174473 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 213732 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440944.000000 Penalty: 76877.992188
Iteration 245Q: 23 clusters Score -1.664409e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199345 members 
Mstep: Class 2 contains 65451 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 144936 members 
Mstep: Class 6 contains 37244 members 
Mstep: Class 7 contains 57641 members 
Mstep: Class 8 contains 32724 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 174106 members 
Mstep: Class 11 contains 160094 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 176288 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 212858 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8850 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440688.000000 Penalty: 76877.992188
Iteration 246Q: 23 clusters Score -1.664407e+08 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200229 members 
Mstep: Class 2 contains 65458 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 14160 members 
Mstep: Class 5 contains 144299 members 
Mstep: Class 6 contains 37186 members 
Mstep: Class 7 contains 57764 members 
Mstep: Class 8 contains 32693 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 174269 members 
Mstep: Class 11 contains 159363 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 177463 members 
Mstep: Class 14 contains 19230 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 212112 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8822 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440368.000000 Penalty: 76877.992188
Iteration 247Q: 23 clusters Score -1.664404e+08 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200980 members 
Mstep: Class 2 contains 65471 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 143767 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 57866 members 
Mstep: Class 8 contains 32657 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 174486 members 
Mstep: Class 11 contains 158842 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 178184 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211579 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8798 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440128.000000 Penalty: 76877.992188
Iteration 248Q: 23 clusters Score -1.664401e+08 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201657 members 
Mstep: Class 2 contains 65483 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 143342 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 57968 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 174633 members 
Mstep: Class 11 contains 158461 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 178652 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211179 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439568.000000 Penalty: 76877.992188
Iteration 249Q: 23 clusters Score -1.664396e+08 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202171 members 
Mstep: Class 2 contains 65496 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 143030 members 
Mstep: Class 6 contains 36924 members 
Mstep: Class 7 contains 58067 members 
Mstep: Class 8 contains 32645 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 174821 members 
Mstep: Class 11 contains 158202 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 178902 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210887 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8754 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439152.000000 Penalty: 76877.992188
Iteration 250Q: 23 clusters Score -1.664392e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202442 members 
Mstep: Class 2 contains 65528 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 142765 members 
Mstep: Class 6 contains 36884 members 
Mstep: Class 7 contains 58169 members 
Mstep: Class 8 contains 32656 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175040 members 
Mstep: Class 11 contains 158161 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 178975 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210652 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438688.000000 Penalty: 76877.992188
Iteration 251Q: 23 clusters Score -1.664387e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202617 members 
Mstep: Class 2 contains 65558 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 14306 members 
Mstep: Class 5 contains 142547 members 
Mstep: Class 6 contains 36851 members 
Mstep: Class 7 contains 58253 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175293 members 
Mstep: Class 11 contains 158136 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 179014 members 
Mstep: Class 14 contains 19259 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210457 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438512.000000 Penalty: 76877.992188
Iteration 252Q: 23 clusters Score -1.664385e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202674 members 
Mstep: Class 2 contains 65594 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 142402 members 
Mstep: Class 6 contains 36826 members 
Mstep: Class 7 contains 58335 members 
Mstep: Class 8 contains 32634 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175465 members 
Mstep: Class 11 contains 158166 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 179011 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210378 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438096.000000 Penalty: 76877.992188
Iteration 253Q: 23 clusters Score -1.664381e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202630 members 
Mstep: Class 2 contains 65634 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 142272 members 
Mstep: Class 6 contains 36814 members 
Mstep: Class 7 contains 58409 members 
Mstep: Class 8 contains 32622 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175594 members 
Mstep: Class 11 contains 158235 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 178945 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4541 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210407 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 76877.992188
Iteration 254Q: 23 clusters Score -1.66438e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202590 members 
Mstep: Class 2 contains 65669 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 142125 members 
Mstep: Class 6 contains 36809 members 
Mstep: Class 7 contains 58477 members 
Mstep: Class 8 contains 32616 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 175637 members 
Mstep: Class 11 contains 158326 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 178892 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210502 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 23 clusters Score -1.664374e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202534 members 
Mstep: Class 2 contains 65710 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 141979 members 
Mstep: Class 6 contains 36796 members 
Mstep: Class 7 contains 58553 members 
Mstep: Class 8 contains 32595 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175647 members 
Mstep: Class 11 contains 158437 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178859 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210612 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437104.000000 Penalty: 76877.992188
Iteration 256Q: 23 clusters Score -1.664371e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202437 members 
Mstep: Class 2 contains 65751 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 141913 members 
Mstep: Class 6 contains 36803 members 
Mstep: Class 7 contains 58613 members 
Mstep: Class 8 contains 32591 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 175646 members 
Mstep: Class 11 contains 158511 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178821 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210690 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Score: -166437040.000000 Penalty: 76877.992188
Iteration 257Q: 23 clusters Score -1.66437e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202353 members 
Mstep: Class 2 contains 65793 members 
Mstep: Class 3 contains 2879 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 141805 members 
Mstep: Class 6 contains 36792 members 
Mstep: Class 7 contains 58675 members 
Mstep: Class 8 contains 32600 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 175590 members 
Mstep: Class 11 contains 158629 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178799 members 
Mstep: Class 14 contains 19295 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210764 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 258Q: 23 clusters Score -1.664373e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202270 members 
Mstep: Class 2 contains 65825 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 141691 members 
Mstep: Class 6 contains 36793 members 
Mstep: Class 7 contains 58726 members 
Mstep: Class 8 contains 32610 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175558 members 
Mstep: Class 11 contains 158788 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178747 members 
Mstep: Class 14 contains 19327 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210811 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8654 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 259Q: 23 clusters Score -1.664375e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202176 members 
Mstep: Class 2 contains 65857 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 14332 members 
Mstep: Class 5 contains 141603 members 
Mstep: Class 6 contains 36802 members 
Mstep: Class 7 contains 58787 members 
Mstep: Class 8 contains 32617 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175512 members 
Mstep: Class 11 contains 158950 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178634 members 
Mstep: Class 14 contains 19354 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210895 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8652 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 260F: 23 clusters Score -1.664374e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202006 members 
Mstep: Class 2 contains 65876 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 141492 members 
Mstep: Class 6 contains 36805 members 
Mstep: Class 7 contains 58858 members 
Mstep: Class 8 contains 32623 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175531 members 
Mstep: Class 11 contains 159134 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178541 members 
Mstep: Class 14 contains 19373 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210975 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Score: -166437248.000000 Penalty: 76877.992188
Iteration 261Q: 23 clusters Score -1.664372e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201873 members 
Mstep: Class 2 contains 65898 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 141375 members 
Mstep: Class 6 contains 36802 members 
Mstep: Class 7 contains 58931 members 
Mstep: Class 8 contains 32632 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175515 members 
Mstep: Class 11 contains 159307 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178464 members 
Mstep: Class 14 contains 19385 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211066 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8649 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 262Q: 23 clusters Score -1.66437e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201704 members 
Mstep: Class 2 contains 65912 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 141243 members 
Mstep: Class 6 contains 36793 members 
Mstep: Class 7 contains 58997 members 
Mstep: Class 8 contains 32630 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175559 members 
Mstep: Class 11 contains 159502 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178421 members 
Mstep: Class 14 contains 19387 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211140 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8649 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 263Q: 23 clusters Score -1.66437e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201535 members 
Mstep: Class 2 contains 65927 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 141129 members 
Mstep: Class 6 contains 36796 members 
Mstep: Class 7 contains 59074 members 
Mstep: Class 8 contains 32617 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175584 members 
Mstep: Class 11 contains 159691 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178421 members 
Mstep: Class 14 contains 19392 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211153 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8649 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 264Q: 23 clusters Score -1.664372e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201369 members 
Mstep: Class 2 contains 65948 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 14287 members 
Mstep: Class 5 contains 141031 members 
Mstep: Class 6 contains 36798 members 
Mstep: Class 7 contains 59134 members 
Mstep: Class 8 contains 32610 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175604 members 
Mstep: Class 11 contains 159892 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178407 members 
Mstep: Class 14 contains 19388 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211166 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437248.000000 Penalty: 76877.992188
Iteration 265Q: 23 clusters Score -1.664372e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201214 members 
Mstep: Class 2 contains 65958 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 14290 members 
Mstep: Class 5 contains 140946 members 
Mstep: Class 6 contains 36806 members 
Mstep: Class 7 contains 59182 members 
Mstep: Class 8 contains 32622 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175654 members 
Mstep: Class 11 contains 160129 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 178352 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211130 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437200.000000 Penalty: 76877.992188
Iteration 266Q: 23 clusters Score -1.664372e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 65967 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 140876 members 
Mstep: Class 6 contains 36810 members 
Mstep: Class 7 contains 59224 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175707 members 
Mstep: Class 11 contains 160361 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178253 members 
Mstep: Class 14 contains 19372 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211124 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Score: -166436912.000000 Penalty: 76877.992188
Iteration 267Q: 23 clusters Score -1.664369e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200906 members 
Mstep: Class 2 contains 65972 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 140806 members 
Mstep: Class 6 contains 36816 members 
Mstep: Class 7 contains 59254 members 
Mstep: Class 8 contains 32626 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175774 members 
Mstep: Class 11 contains 160593 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178182 members 
Mstep: Class 14 contains 19367 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211104 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 76877.992188
Iteration 268Q: 23 clusters Score -1.664369e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200739 members 
Mstep: Class 2 contains 65976 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 140736 members 
Mstep: Class 6 contains 36825 members 
Mstep: Class 7 contains 59282 members 
Mstep: Class 8 contains 32625 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175854 members 
Mstep: Class 11 contains 160817 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178096 members 
Mstep: Class 14 contains 19364 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211102 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436848.000000 Penalty: 76877.992188
Iteration 269Q: 23 clusters Score -1.664368e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200528 members 
Mstep: Class 2 contains 65982 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 140658 members 
Mstep: Class 6 contains 36824 members 
Mstep: Class 7 contains 59312 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175930 members 
Mstep: Class 11 contains 161033 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178064 members 
Mstep: Class 14 contains 19355 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211113 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436688.000000 Penalty: 76877.992188
Iteration 270Q: 23 clusters Score -1.664367e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 65992 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 14291 members 
Mstep: Class 5 contains 140619 members 
Mstep: Class 6 contains 36829 members 
Mstep: Class 7 contains 59336 members 
Mstep: Class 8 contains 32635 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175952 members 
Mstep: Class 11 contains 161217 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178076 members 
Mstep: Class 14 contains 19348 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211122 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436912.000000 Penalty: 76877.992188
Iteration 271Q: 23 clusters Score -1.664369e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200176 members 
Mstep: Class 2 contains 66006 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 14278 members 
Mstep: Class 5 contains 140573 members 
Mstep: Class 6 contains 36833 members 
Mstep: Class 7 contains 59365 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 175988 members 
Mstep: Class 11 contains 161443 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 178037 members 
Mstep: Class 14 contains 19334 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211070 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436960.000000 Penalty: 76877.992188
Iteration 272Q: 23 clusters Score -1.66437e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200049 members 
Mstep: Class 2 contains 66010 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 14273 members 
Mstep: Class 5 contains 140513 members 
Mstep: Class 6 contains 36835 members 
Mstep: Class 7 contains 59387 members 
Mstep: Class 8 contains 32667 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 176015 members 
Mstep: Class 11 contains 161652 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177986 members 
Mstep: Class 14 contains 19330 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211051 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 76877.992188
Iteration 273Q: 23 clusters Score -1.664371e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199951 members 
Mstep: Class 2 contains 66014 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 140471 members 
Mstep: Class 6 contains 36845 members 
Mstep: Class 7 contains 59395 members 
Mstep: Class 8 contains 32671 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176027 members 
Mstep: Class 11 contains 161842 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177948 members 
Mstep: Class 14 contains 19328 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211025 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 274Q: 23 clusters Score -1.664371e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 66024 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 140423 members 
Mstep: Class 6 contains 36854 members 
Mstep: Class 7 contains 59396 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176021 members 
Mstep: Class 11 contains 162027 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177930 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211015 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436944.000000 Penalty: 76877.992188
Iteration 275Q: 23 clusters Score -1.664369e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199722 members 
Mstep: Class 2 contains 66041 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 14263 members 
Mstep: Class 5 contains 140391 members 
Mstep: Class 6 contains 36851 members 
Mstep: Class 7 contains 59390 members 
Mstep: Class 8 contains 32698 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176024 members 
Mstep: Class 11 contains 162196 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177929 members 
Mstep: Class 14 contains 19322 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 211001 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8646 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436688.000000 Penalty: 76877.992188
Iteration 276Q: 23 clusters Score -1.664367e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199669 members 
Mstep: Class 2 contains 66053 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 140360 members 
Mstep: Class 6 contains 36855 members 
Mstep: Class 7 contains 59383 members 
Mstep: Class 8 contains 32716 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175964 members 
Mstep: Class 11 contains 162365 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177917 members 
Mstep: Class 14 contains 19320 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210986 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 277Q: 23 clusters Score -1.664367e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 66070 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 140337 members 
Mstep: Class 6 contains 36858 members 
Mstep: Class 7 contains 59373 members 
Mstep: Class 8 contains 32720 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175912 members 
Mstep: Class 11 contains 162535 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177922 members 
Mstep: Class 14 contains 19308 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210992 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8643 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 278Q: 23 clusters Score -1.664367e+08 nChanged 1222
Entering ConstructFrom: 
Score: -166436688.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (199546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199546 members 
Entering Unmasked Estep 
Score: -25597076.000000 Penalty: 3026.542480
	Iteration 0F: 2 clusters Score -2.559708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99405 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -25467100.000000 Penalty: 6053.084961
	Iteration 0F: 3 clusters Score -2.54671e+07 nChanged 95883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -25525030.000000 Penalty: 6053.084961
	Iteration 1F: 3 clusters Score -2.552503e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -25526668.000000 Penalty: 6053.084961
	Iteration 2Q: 3 clusters Score -2.552667e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -25529438.000000 Penalty: 6053.084961
	Iteration 3Q: 3 clusters Score -2.552944e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -25534124.000000 Penalty: 6053.084961
	Iteration 4Q: 3 clusters Score -2.553412e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -25542082.000000 Penalty: 6053.084961
	Iteration 5F: 3 clusters Score -2.554208e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 147584 members 
Entering Unmasked Estep 
Score: -25553666.000000 Penalty: 6053.084961
	Iteration 6F: 3 clusters Score -2.555367e+07 nChanged 14751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -25566522.000000 Penalty: 6053.084961
	Iteration 7F: 3 clusters Score -2.556652e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 173972 members 
Entering Unmasked Estep 
Score: -25576592.000000 Penalty: 6053.084961
	Iteration 8F: 3 clusters Score -2.557659e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 181737 members 
Entering Unmasked Estep 
Score: -25583032.000000 Penalty: 6053.084961
	Iteration 9Q: 3 clusters Score -2.558303e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -25586708.000000 Penalty: 6053.084961
	Iteration 10Q: 3 clusters Score -2.558671e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 189675 members 
Entering Unmasked Estep 
Score: -25588810.000000 Penalty: 6053.084961
	Iteration 11Q: 3 clusters Score -2.558881e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 191871 members 
Entering Unmasked Estep 
Score: -25590280.000000 Penalty: 6053.084961
	Iteration 12Q: 3 clusters Score -2.559028e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 193443 members 
Entering Unmasked Estep 
Score: -25591252.000000 Penalty: 6053.084961
	Iteration 13Q: 3 clusters Score -2.559125e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 194533 members 
Entering Unmasked Estep 
Score: -25591910.000000 Penalty: 6053.084961
	Iteration 14Q: 3 clusters Score -2.559191e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -25592262.000000 Penalty: 6053.084961
	Iteration 15Q: 3 clusters Score -2.559226e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -25592794.000000 Penalty: 6053.084961
	Iteration 16Q: 3 clusters Score -2.559279e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 196460 members 
Entering Unmasked Estep 
Score: -25593134.000000 Penalty: 6053.084961
	Iteration 17Q: 3 clusters Score -2.559313e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 196820 members 
Entering Unmasked Estep 
Score: -25593362.000000 Penalty: 6053.084961
	Iteration 18Q: 3 clusters Score -2.559336e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 197087 members 
Entering Unmasked Estep 
Score: -25593532.000000 Penalty: 6053.084961
	Iteration 19Q: 3 clusters Score -2.559353e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 197310 members 
Entering Unmasked Estep 
Score: -25593628.000000 Penalty: 6053.084961
	Iteration 20F: 3 clusters Score -2.559363e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 197484 members 
Entering Unmasked Estep 
Score: -25593778.000000 Penalty: 6053.084961
	Iteration 21Q: 3 clusters Score -2.559378e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 197617 members 
Entering Unmasked Estep 
Score: -25593842.000000 Penalty: 6053.084961
	Iteration 22Q: 3 clusters Score -2.559384e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 197723 members 
Entering Unmasked Estep 
Score: -25593900.000000 Penalty: 6053.084961
	Iteration 23Q: 3 clusters Score -2.55939e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 197823 members 
Entering Unmasked Estep 
Score: -25593962.000000 Penalty: 6053.084961
	Iteration 24Q: 3 clusters Score -2.559396e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 197893 members 
Entering Unmasked Estep 
Score: -25594010.000000 Penalty: 6053.084961
	Iteration 25Q: 3 clusters Score -2.559401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -25594020.000000 Penalty: 6053.084961
	Iteration 26Q: 3 clusters Score -2.559402e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 198007 members 
Entering Unmasked Estep 
Score: -25594084.000000 Penalty: 6053.084961
	Iteration 27Q: 3 clusters Score -2.559408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 198056 members 
Entering Unmasked Estep 
Score: -25594102.000000 Penalty: 6053.084961
	Iteration 28Q: 3 clusters Score -2.55941e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 198092 members 
Entering Unmasked Estep 
Score: -25594136.000000 Penalty: 6053.084961
	Iteration 29Q: 3 clusters Score -2.559414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 198131 members 
Entering Unmasked Estep 
Score: -25594166.000000 Penalty: 6053.084961
	Iteration 30Q: 3 clusters Score -2.559417e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 198159 members 
Entering Unmasked Estep 
Score: -25594206.000000 Penalty: 6053.084961
	Iteration 31Q: 3 clusters Score -2.559421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 198193 members 
Entering Unmasked Estep 
Score: -25594194.000000 Penalty: 6053.084961
	Iteration 32Q: 3 clusters Score -2.559419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 198237 members 
Entering Unmasked Estep 
Score: -25594226.000000 Penalty: 6053.084961
	Iteration 33Q: 3 clusters Score -2.559423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 198267 members 
Entering Unmasked Estep 
Score: -25594240.000000 Penalty: 6053.084961
	Iteration 34Q: 3 clusters Score -2.559424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 198284 members 
Entering Unmasked Estep 
Score: -25594264.000000 Penalty: 6053.084961
	Iteration 35Q: 3 clusters Score -2.559426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 198298 members 
Entering Unmasked Estep 
Score: -25594276.000000 Penalty: 6053.084961
	Iteration 36Q: 3 clusters Score -2.559428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -25594258.000000 Penalty: 6053.084961
	Iteration 37Q: 3 clusters Score -2.559426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 198319 members 
Entering Unmasked Estep 
Score: -25594274.000000 Penalty: 6053.084961
	Iteration 38Q: 3 clusters Score -2.559427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 198332 members 
Entering Unmasked Estep 
Score: -25594276.000000 Penalty: 6053.084961
	Iteration 39Q: 3 clusters Score -2.559428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 198342 members 
Entering Unmasked Estep 
Score: -25594278.000000 Penalty: 6053.084961
	Iteration 40F: 3 clusters Score -2.559428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 198355 members 
Entering Unmasked Estep 
Score: -25594310.000000 Penalty: 6053.084961
	Iteration 41Q: 3 clusters Score -2.559431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 198366 members 
Entering Unmasked Estep 
Score: -25594306.000000 Penalty: 6053.084961
	Iteration 42Q: 3 clusters Score -2.559431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -25594312.000000 Penalty: 6053.084961
	Iteration 43Q: 3 clusters Score -2.559431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 198383 members 
Entering Unmasked Estep 
Score: -25594328.000000 Penalty: 6053.084961
	Iteration 44Q: 3 clusters Score -2.559433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 198389 members 
Entering Unmasked Estep 
Score: -25594324.000000 Penalty: 6053.084961
	Iteration 45Q: 3 clusters Score -2.559432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 198395 members 
Entering Unmasked Estep 
Score: -25594330.000000 Penalty: 6053.084961
	Iteration 46Q: 3 clusters Score -2.559433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 198397 members 
Entering Unmasked Estep 
Score: -25594338.000000 Penalty: 6053.084961
	Iteration 47Q: 3 clusters Score -2.559434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 198404 members 
Entering Unmasked Estep 
Score: -25594350.000000 Penalty: 6053.084961
	Iteration 48Q: 3 clusters Score -2.559435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -25594350.000000 Penalty: 6053.084961
	Iteration 49Q: 3 clusters Score -2.559435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 198418 members 
Entering Unmasked Estep 
Score: -25594340.000000 Penalty: 6053.084961
	Iteration 50Q: 3 clusters Score -2.559434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -25594356.000000 Penalty: 6053.084961
	Iteration 51Q: 3 clusters Score -2.559436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 198430 members 
Entering Unmasked Estep 
Score: -25594370.000000 Penalty: 6053.084961
	Iteration 52Q: 3 clusters Score -2.559437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 198436 members 
Entering Unmasked Estep 
Score: -25594374.000000 Penalty: 6053.084961
	Iteration 53Q: 3 clusters Score -2.559437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 198441 members 
Entering Unmasked Estep 
Score: -25594380.000000 Penalty: 6053.084961
	Iteration 54Q: 3 clusters Score -2.559438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 198449 members 
Entering Unmasked Estep 
Score: -25594384.000000 Penalty: 6053.084961
	Iteration 55Q: 3 clusters Score -2.559438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 198454 members 
Entering Unmasked Estep 
Score: -25594388.000000 Penalty: 6053.084961
	Iteration 56Q: 3 clusters Score -2.559439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 198455 members 
Entering Unmasked Estep 
Score: -25594388.000000 Penalty: 6053.084961
	Iteration 57Q: 3 clusters Score -2.559439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -25594404.000000 Penalty: 6053.084961
	Iteration 58Q: 3 clusters Score -2.55944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 198467 members 
Entering Unmasked Estep 
Score: -25594392.000000 Penalty: 6053.084961
	Iteration 59Q: 3 clusters Score -2.559439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 198471 members 
Entering Unmasked Estep 
Score: -25594408.000000 Penalty: 6053.084961
	Iteration 60F: 3 clusters Score -2.559441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 198470 members 
Entering Unmasked Estep 
Score: -25594400.000000 Penalty: 6053.084961
	Iteration 61Q: 3 clusters Score -2.55944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 198470 members 
Entering Unmasked Estep 
Score: -25594400.000000 Penalty: 6053.084961
	Iteration 62F: 3 clusters Score -2.55944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Entering Unmasked Estep 
Score: -8265073.000000 Penalty: 2752.521973
	Iteration 0F: 2 clusters Score -8265073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -8220659.500000 Penalty: 5505.043945
	Iteration 0F: 3 clusters Score -8220660 nChanged 30740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -8237685.500000 Penalty: 5505.043945
	Iteration 1F: 3 clusters Score -8237686 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -8238106.000000 Penalty: 5505.043945
	Iteration 2Q: 3 clusters Score -8238106 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8238510.500000 Penalty: 5505.043945
	Iteration 3Q: 3 clusters Score -8238510 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8238965.000000 Penalty: 5505.043945
	Iteration 4Q: 3 clusters Score -8238965 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8239531.000000 Penalty: 5505.043945
	Iteration 5Q: 3 clusters Score -8239531 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -8240211.000000 Penalty: 5505.043945
	Iteration 6Q: 3 clusters Score -8240211 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8241212.500000 Penalty: 5505.043945
	Iteration 7Q: 3 clusters Score -8241212 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8242738.500000 Penalty: 5505.043945
	Iteration 8Q: 3 clusters Score -8242738 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8245140.500000 Penalty: 5505.043945
	Iteration 9F: 3 clusters Score -8245140 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -8248592.000000 Penalty: 5505.043945
	Iteration 10F: 3 clusters Score -8248592 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -8252512.000000 Penalty: 5505.043945
	Iteration 11F: 3 clusters Score -8252512 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -8255688.500000 Penalty: 5505.043945
	Iteration 12F: 3 clusters Score -8255688 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -8258012.000000 Penalty: 5505.043945
	Iteration 13Q: 3 clusters Score -8258012 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -8259508.000000 Penalty: 5505.043945
	Iteration 14Q: 3 clusters Score -8259508 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -8260468.000000 Penalty: 5505.043945
	Iteration 15Q: 3 clusters Score -8260468 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -8261116.000000 Penalty: 5505.043945
	Iteration 16Q: 3 clusters Score -8261116 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -8261613.000000 Penalty: 5505.043945
	Iteration 17Q: 3 clusters Score -8261613 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -8261952.500000 Penalty: 5505.043945
	Iteration 18Q: 3 clusters Score -8261952 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8262226.000000 Penalty: 5505.043945
	Iteration 19Q: 3 clusters Score -8262226 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -8262388.000000 Penalty: 5505.043945
	Iteration 20F: 3 clusters Score -8262388 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -8262519.500000 Penalty: 5505.043945
	Iteration 21Q: 3 clusters Score -8262520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -8262657.500000 Penalty: 5505.043945
	Iteration 22Q: 3 clusters Score -8262658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -8262755.000000 Penalty: 5505.043945
	Iteration 23Q: 3 clusters Score -8262755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -8262816.500000 Penalty: 5505.043945
	Iteration 24Q: 3 clusters Score -8262816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -8262855.500000 Penalty: 5505.043945
	Iteration 25Q: 3 clusters Score -8262856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -8262884.500000 Penalty: 5505.043945
	Iteration 26Q: 3 clusters Score -8262884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -8262889.000000 Penalty: 5505.043945
	Iteration 27Q: 3 clusters Score -8262889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -8262920.000000 Penalty: 5505.043945
	Iteration 28Q: 3 clusters Score -8262920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -8262915.500000 Penalty: 5505.043945
	Iteration 29Q: 3 clusters Score -8262916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8262948.500000 Penalty: 5505.043945
	Iteration 30Q: 3 clusters Score -8262948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8262953.000000 Penalty: 5505.043945
	Iteration 31Q: 3 clusters Score -8262953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -8262964.500000 Penalty: 5505.043945
	Iteration 32Q: 3 clusters Score -8262964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -8262987.500000 Penalty: 5505.043945
	Iteration 33Q: 3 clusters Score -8262988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -8262983.000000 Penalty: 5505.043945
	Iteration 34Q: 3 clusters Score -8262983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -8262983.000000 Penalty: 5505.043945
	Iteration 35Q: 3 clusters Score -8262983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -8262993.000000 Penalty: 5505.043945
	Iteration 36Q: 3 clusters Score -8262993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -8262986.500000 Penalty: 5505.043945
	Iteration 37Q: 3 clusters Score -8262986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -8263003.000000 Penalty: 5505.043945
	Iteration 38Q: 3 clusters Score -8263003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -8263011.000000 Penalty: 5505.043945
	Iteration 39Q: 3 clusters Score -8263011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -8263020.000000 Penalty: 5505.043945
	Iteration 40F: 3 clusters Score -8263020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8263021.000000 Penalty: 5505.043945
	Iteration 41Q: 3 clusters Score -8263021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -8263033.500000 Penalty: 5505.043945
	Iteration 42Q: 3 clusters Score -8263034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -8263035.500000 Penalty: 5505.043945
	Iteration 43Q: 3 clusters Score -8263036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -8263041.500000 Penalty: 5505.043945
	Iteration 44Q: 3 clusters Score -8263042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -8263045.000000 Penalty: 5505.043945
	Iteration 45Q: 3 clusters Score -8263045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -8263048.500000 Penalty: 5505.043945
	Iteration 46Q: 3 clusters Score -8263048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8263048.500000 Penalty: 5505.043945
	Iteration 47Q: 3 clusters Score -8263048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -8263053.500000 Penalty: 5505.043945
	Iteration 48Q: 3 clusters Score -8263054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -8263044.500000 Penalty: 5505.043945
	Iteration 49Q: 3 clusters Score -8263044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -8263041.000000 Penalty: 5505.043945
	Iteration 50Q: 3 clusters Score -8263041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -8263043.500000 Penalty: 5505.043945
	Iteration 51Q: 3 clusters Score -8263044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -8263043.500000 Penalty: 5505.043945
	Iteration 52Q: 3 clusters Score -8263044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -8263048.000000 Penalty: 5505.043945
	Iteration 53Q: 3 clusters Score -8263048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -8263047.500000 Penalty: 5505.043945
	Iteration 54Q: 3 clusters Score -8263048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -8263048.500000 Penalty: 5505.043945
	Iteration 55Q: 3 clusters Score -8263048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -8263055.000000 Penalty: 5505.043945
	Iteration 56Q: 3 clusters Score -8263055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -8263053.000000 Penalty: 5505.043945
	Iteration 57Q: 3 clusters Score -8263053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -8263053.000000 Penalty: 5505.043945
	Iteration 58F: 3 clusters Score -8263053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -316398.031250 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -316398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -313473.687500 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -313473.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -314033.562500 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -314033.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -314173.500000 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -314173.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -314250.375000 Penalty: 3868.880859
	Iteration 3Q: 3 clusters Score -314250.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -314309.406250 Penalty: 3868.880859
	Iteration 4Q: 3 clusters Score -314309.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -314344.500000 Penalty: 3868.880859
	Iteration 5Q: 3 clusters Score -314344.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -314372.343750 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -314372.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -314393.718750 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -314393.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -314411.875000 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -314411.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314427.093750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -314427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314437.187500 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -314437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314441.000000 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -314441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314444.968750 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -314445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314451.437500 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -314451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314455.593750 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -314455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314460.062500 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -314460.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314467.968750 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -314468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314470.375000 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -314470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314474.437500 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -314474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -314479.906250 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -314479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314485.375000 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -314485.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314490.875000 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -314490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314493.500000 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -314493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -314498.218750 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -314498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -314500.312500 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -314500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -314501.625000 Penalty: 3868.880859
	Iteration 25Q: 3 clusters Score -314501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -314502.781250 Penalty: 3868.880859
	Iteration 26Q: 3 clusters Score -314502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -314503.468750 Penalty: 3868.880859
	Iteration 27Q: 3 clusters Score -314503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314504.781250 Penalty: 3868.880859
	Iteration 28Q: 3 clusters Score -314504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314504.781250 Penalty: 3868.880859
	Iteration 29F: 3 clusters Score -314504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Entering Unmasked Estep 
Score: -1758900.375000 Penalty: 2372.068604
	Iteration 0F: 2 clusters Score -1758900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1748616.750000 Penalty: 4744.137207
	Iteration 0F: 3 clusters Score -1748617 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1752008.000000 Penalty: 4744.137207
	Iteration 1F: 3 clusters Score -1752008 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1752557.000000 Penalty: 4744.137207
	Iteration 2F: 3 clusters Score -1752557 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1753117.625000 Penalty: 4744.137207
	Iteration 3F: 3 clusters Score -1753118 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1753748.000000 Penalty: 4744.137207
	Iteration 4F: 3 clusters Score -1753748 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1754384.750000 Penalty: 4744.137207
	Iteration 5F: 3 clusters Score -1754385 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1754979.750000 Penalty: 4744.137207
	Iteration 6F: 3 clusters Score -1754980 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1755509.000000 Penalty: 4744.137207
	Iteration 7F: 3 clusters Score -1755509 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1755972.625000 Penalty: 4744.137207
	Iteration 8Q: 3 clusters Score -1755973 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1756347.875000 Penalty: 4744.137207
	Iteration 9Q: 3 clusters Score -1756348 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1756646.625000 Penalty: 4744.137207
	Iteration 10Q: 3 clusters Score -1756647 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1756868.000000 Penalty: 4744.137207
	Iteration 11Q: 3 clusters Score -1756868 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1757083.500000 Penalty: 4744.137207
	Iteration 12Q: 3 clusters Score -1757084 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1757269.250000 Penalty: 4744.137207
	Iteration 13Q: 3 clusters Score -1757269 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1757409.500000 Penalty: 4744.137207
	Iteration 14Q: 3 clusters Score -1757410 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1757554.875000 Penalty: 4744.137207
	Iteration 15Q: 3 clusters Score -1757555 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1757682.750000 Penalty: 4744.137207
	Iteration 16Q: 3 clusters Score -1757683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1757803.375000 Penalty: 4744.137207
	Iteration 17Q: 3 clusters Score -1757803 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1757882.000000 Penalty: 4744.137207
	Iteration 18Q: 3 clusters Score -1757882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1757950.625000 Penalty: 4744.137207
	Iteration 19Q: 3 clusters Score -1757951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1758002.375000 Penalty: 4744.137207
	Iteration 20F: 3 clusters Score -1758002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1758046.625000 Penalty: 4744.137207
	Iteration 21Q: 3 clusters Score -1758047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1758073.500000 Penalty: 4744.137207
	Iteration 22Q: 3 clusters Score -1758074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1758094.875000 Penalty: 4744.137207
	Iteration 23Q: 3 clusters Score -1758095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1758110.125000 Penalty: 4744.137207
	Iteration 24Q: 3 clusters Score -1758110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1758126.625000 Penalty: 4744.137207
	Iteration 25Q: 3 clusters Score -1758127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1758138.375000 Penalty: 4744.137207
	Iteration 26Q: 3 clusters Score -1758138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1758146.000000 Penalty: 4744.137207
	Iteration 27Q: 3 clusters Score -1758146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1758158.625000 Penalty: 4744.137207
	Iteration 28Q: 3 clusters Score -1758159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1758167.125000 Penalty: 4744.137207
	Iteration 29Q: 3 clusters Score -1758167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1758168.500000 Penalty: 4744.137207
	Iteration 30Q: 3 clusters Score -1758168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1758169.375000 Penalty: 4744.137207
	Iteration 31Q: 3 clusters Score -1758169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1758170.000000 Penalty: 4744.137207
	Iteration 32Q: 3 clusters Score -1758170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1758177.125000 Penalty: 4744.137207
	Iteration 33Q: 3 clusters Score -1758177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1758175.250000 Penalty: 4744.137207
	Iteration 34Q: 3 clusters Score -1758175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1758172.000000 Penalty: 4744.137207
	Iteration 35Q: 3 clusters Score -1758172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1758172.875000 Penalty: 4744.137207
	Iteration 36Q: 3 clusters Score -1758173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1758171.500000 Penalty: 4744.137207
	Iteration 37Q: 3 clusters Score -1758172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1758170.750000 Penalty: 4744.137207
	Iteration 38Q: 3 clusters Score -1758171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1758174.000000 Penalty: 4744.137207
	Iteration 39Q: 3 clusters Score -1758174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1758169.375000 Penalty: 4744.137207
	Iteration 40F: 3 clusters Score -1758169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1758172.125000 Penalty: 4744.137207
	Iteration 41Q: 3 clusters Score -1758172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1758170.875000 Penalty: 4744.137207
	Iteration 42Q: 3 clusters Score -1758171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1758170.875000 Penalty: 4744.137207
	Iteration 43F: 3 clusters Score -1758171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (140292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Entering Unmasked Estep 
Score: -18191112.000000 Penalty: 2939.167480
	Iteration 0F: 2 clusters Score -1.819111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -18097682.000000 Penalty: 5878.334961
	Iteration 0F: 3 clusters Score -1.809768e+07 nChanged 67010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -18136548.000000 Penalty: 5878.334961
	Iteration 1F: 3 clusters Score -1.813655e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -18137920.000000 Penalty: 5878.334961
	Iteration 2Q: 3 clusters Score -1.813792e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -18140454.000000 Penalty: 5878.334961
	Iteration 3Q: 3 clusters Score -1.814045e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -18144910.000000 Penalty: 5878.334961
	Iteration 4F: 3 clusters Score -1.814491e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -18153228.000000 Penalty: 5878.334961
	Iteration 5F: 3 clusters Score -1.815323e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -18165818.000000 Penalty: 5878.334961
	Iteration 6F: 3 clusters Score -1.816582e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -18178414.000000 Penalty: 5878.334961
	Iteration 7F: 3 clusters Score -1.817841e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -18185358.000000 Penalty: 5878.334961
	Iteration 8Q: 3 clusters Score -1.818536e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18187702.000000 Penalty: 5878.334961
	Iteration 9Q: 3 clusters Score -1.81877e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18188220.000000 Penalty: 5878.334961
	Iteration 10Q: 3 clusters Score -1.818822e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140079 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18188380.000000 Penalty: 5878.334961
	Iteration 11Q: 3 clusters Score -1.818838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18188424.000000 Penalty: 5878.334961
	Iteration 12Q: 3 clusters Score -1.818842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18188472.000000 Penalty: 5878.334961
	Iteration 13Q: 3 clusters Score -1.818847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18188508.000000 Penalty: 5878.334961
	Iteration 14Q: 3 clusters Score -1.818851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18188528.000000 Penalty: 5878.334961
	Iteration 15Q: 3 clusters Score -1.818853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18188548.000000 Penalty: 5878.334961
	Iteration 16Q: 3 clusters Score -1.818855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18188558.000000 Penalty: 5878.334961
	Iteration 17Q: 3 clusters Score -1.818856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18188560.000000 Penalty: 5878.334961
	Iteration 18Q: 3 clusters Score -1.818856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18188564.000000 Penalty: 5878.334961
	Iteration 19Q: 3 clusters Score -1.818856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18188568.000000 Penalty: 5878.334961
	Iteration 20F: 3 clusters Score -1.818857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Entering Unmasked Estep 
Score: -4794853.000000 Penalty: 2607.650391
	Iteration 0F: 2 clusters Score -4794853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4769804.500000 Penalty: 5215.300781
	Iteration 0F: 3 clusters Score -4769804 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4779271.500000 Penalty: 5215.300781
	Iteration 1F: 3 clusters Score -4779272 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4779843.000000 Penalty: 5215.300781
	Iteration 2Q: 3 clusters Score -4779843 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4780450.500000 Penalty: 5215.300781
	Iteration 3Q: 3 clusters Score -4780450 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4781091.000000 Penalty: 5215.300781
	Iteration 4Q: 3 clusters Score -4781091 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4781901.000000 Penalty: 5215.300781
	Iteration 5Q: 3 clusters Score -4781901 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4782894.000000 Penalty: 5215.300781
	Iteration 6Q: 3 clusters Score -4782894 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4784131.000000 Penalty: 5215.300781
	Iteration 7Q: 3 clusters Score -4784131 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4785593.000000 Penalty: 5215.300781
	Iteration 8F: 3 clusters Score -4785593 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4786991.000000 Penalty: 5215.300781
	Iteration 9F: 3 clusters Score -4786991 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -4788113.500000 Penalty: 5215.300781
	Iteration 10Q: 3 clusters Score -4788114 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4788773.500000 Penalty: 5215.300781
	Iteration 11Q: 3 clusters Score -4788774 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4789096.000000 Penalty: 5215.300781
	Iteration 12Q: 3 clusters Score -4789096 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4789333.500000 Penalty: 5215.300781
	Iteration 13Q: 3 clusters Score -4789334 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4789514.500000 Penalty: 5215.300781
	Iteration 14Q: 3 clusters Score -4789514 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4789627.000000 Penalty: 5215.300781
	Iteration 15Q: 3 clusters Score -4789627 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4789732.500000 Penalty: 5215.300781
	Iteration 16Q: 3 clusters Score -4789732 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4789813.500000 Penalty: 5215.300781
	Iteration 17Q: 3 clusters Score -4789814 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4789910.000000 Penalty: 5215.300781
	Iteration 18Q: 3 clusters Score -4789910 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -4790008.000000 Penalty: 5215.300781
	Iteration 19Q: 3 clusters Score -4790008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4790087.000000 Penalty: 5215.300781
	Iteration 20F: 3 clusters Score -4790087 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4790143.500000 Penalty: 5215.300781
	Iteration 21Q: 3 clusters Score -4790144 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4790208.000000 Penalty: 5215.300781
	Iteration 22Q: 3 clusters Score -4790208 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4790248.000000 Penalty: 5215.300781
	Iteration 23Q: 3 clusters Score -4790248 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -4790297.500000 Penalty: 5215.300781
	Iteration 24Q: 3 clusters Score -4790298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4790336.000000 Penalty: 5215.300781
	Iteration 25Q: 3 clusters Score -4790336 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4790380.500000 Penalty: 5215.300781
	Iteration 26Q: 3 clusters Score -4790380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4790434.000000 Penalty: 5215.300781
	Iteration 27Q: 3 clusters Score -4790434 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4790495.000000 Penalty: 5215.300781
	Iteration 28Q: 3 clusters Score -4790495 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4790546.500000 Penalty: 5215.300781
	Iteration 29Q: 3 clusters Score -4790546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4790567.000000 Penalty: 5215.300781
	Iteration 30Q: 3 clusters Score -4790567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4790615.000000 Penalty: 5215.300781
	Iteration 31Q: 3 clusters Score -4790615 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -4790647.500000 Penalty: 5215.300781
	Iteration 32Q: 3 clusters Score -4790648 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -4790689.500000 Penalty: 5215.300781
	Iteration 33Q: 3 clusters Score -4790690 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4790722.500000 Penalty: 5215.300781
	Iteration 34Q: 3 clusters Score -4790722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4790754.500000 Penalty: 5215.300781
	Iteration 35Q: 3 clusters Score -4790754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4790776.500000 Penalty: 5215.300781
	Iteration 36Q: 3 clusters Score -4790776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4790786.500000 Penalty: 5215.300781
	Iteration 37Q: 3 clusters Score -4790786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4790812.000000 Penalty: 5215.300781
	Iteration 38Q: 3 clusters Score -4790812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4790836.000000 Penalty: 5215.300781
	Iteration 39Q: 3 clusters Score -4790836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4790855.500000 Penalty: 5215.300781
	Iteration 40F: 3 clusters Score -4790856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4790873.500000 Penalty: 5215.300781
	Iteration 41Q: 3 clusters Score -4790874 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4790902.500000 Penalty: 5215.300781
	Iteration 42Q: 3 clusters Score -4790902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4790931.000000 Penalty: 5215.300781
	Iteration 43Q: 3 clusters Score -4790931 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4790965.500000 Penalty: 5215.300781
	Iteration 44Q: 3 clusters Score -4790966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4790978.500000 Penalty: 5215.300781
	Iteration 45Q: 3 clusters Score -4790978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4790991.000000 Penalty: 5215.300781
	Iteration 46Q: 3 clusters Score -4790991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4791019.500000 Penalty: 5215.300781
	Iteration 47Q: 3 clusters Score -4791020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4791043.500000 Penalty: 5215.300781
	Iteration 48Q: 3 clusters Score -4791044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4791064.000000 Penalty: 5215.300781
	Iteration 49Q: 3 clusters Score -4791064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4791092.000000 Penalty: 5215.300781
	Iteration 50Q: 3 clusters Score -4791092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4791130.500000 Penalty: 5215.300781
	Iteration 51Q: 3 clusters Score -4791130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4791144.000000 Penalty: 5215.300781
	Iteration 52Q: 3 clusters Score -4791144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4791165.000000 Penalty: 5215.300781
	Iteration 53Q: 3 clusters Score -4791165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4791168.500000 Penalty: 5215.300781
	Iteration 54Q: 3 clusters Score -4791168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4791186.000000 Penalty: 5215.300781
	Iteration 55Q: 3 clusters Score -4791186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4791211.500000 Penalty: 5215.300781
	Iteration 56Q: 3 clusters Score -4791212 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4791224 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4791242 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4791247 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4791253 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 30053 members 
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	Iteration 61Q: 3 clusters Score -4791266 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4791276 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 30239 members 
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	Iteration 63Q: 3 clusters Score -4791296 nChanged 110
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4791310 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4791334 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4791336 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4791370 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4791404 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4791423 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4791446 nChanged 140
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4791465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4791496 nChanged 146
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Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4791530 nChanged 140
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Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 31694 members 
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	Iteration 74Q: 3 clusters Score -4791567 nChanged 142
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Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 31832 members 
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	Iteration 75Q: 3 clusters Score -4791597 nChanged 149
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4791634 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 32145 members 
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	Iteration 77Q: 3 clusters Score -4791694 nChanged 191
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 32334 members 
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	Iteration 78Q: 3 clusters Score -4791741 nChanged 180
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Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 32512 members 
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	Iteration 79Q: 3 clusters Score -4791792 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 32665 members 
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	Iteration 80F: 3 clusters Score -4791828 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 32837 members 
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	Iteration 81Q: 3 clusters Score -4791868 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
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	Iteration 82Q: 3 clusters Score -4791916 nChanged 183
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Mstep: Class 1 contains 3651 members 
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	Iteration 83Q: 3 clusters Score -4791962 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33355 members 
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	Iteration 84Q: 3 clusters Score -4792002 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 33517 members 
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	Iteration 85Q: 3 clusters Score -4792044 nChanged 152
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Mstep: Class 1 contains 3189 members 
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	Iteration 86Q: 3 clusters Score -4792100 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 33799 members 
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	Iteration 87Q: 3 clusters Score -4792144 nChanged 123
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Mstep: Class 1 contains 2932 members 
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	Iteration 88Q: 3 clusters Score -4792174 nChanged 135
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34053 members 
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	Iteration 89Q: 3 clusters Score -4792209 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 34174 members 
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	Iteration 90Q: 3 clusters Score -4792258 nChanged 121
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 34289 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 34381 members 
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	Iteration 92Q: 3 clusters Score -4792298 nChanged 81
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Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34456 members 
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	Iteration 93Q: 3 clusters Score -4792322 nChanged 69
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Mstep: Class 1 contains 2337 members 
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	Iteration 94Q: 3 clusters Score -4792351 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
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	Iteration 95Q: 3 clusters Score -4792367 nChanged 41
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 34604 members 
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	Iteration 96Q: 3 clusters Score -4792372 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34635 members 
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	Iteration 97Q: 3 clusters Score -4792375 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34659 members 
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	Iteration 98Q: 3 clusters Score -4792375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 34688 members 
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	Iteration 99Q: 3 clusters Score -4792386 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34725 members 
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	Iteration 100F: 3 clusters Score -4792398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4792416 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34794 members 
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	Iteration 102Q: 3 clusters Score -4792418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34830 members 
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Score: -4792422.000000 Penalty: 5215.300781
	Iteration 103Q: 3 clusters Score -4792422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4792428.500000 Penalty: 5215.300781
	Iteration 104Q: 3 clusters Score -4792428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 34882 members 
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Score: -4792435.000000 Penalty: 5215.300781
	Iteration 105Q: 3 clusters Score -4792435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34921 members 
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	Iteration 106Q: 3 clusters Score -4792454 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 34961 members 
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	Iteration 107Q: 3 clusters Score -4792465 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34992 members 
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	Iteration 108Q: 3 clusters Score -4792472 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35025 members 
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	Iteration 109Q: 3 clusters Score -4792484 nChanged 29
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35052 members 
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	Iteration 110Q: 3 clusters Score -4792494 nChanged 30
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Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 35080 members 
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	Iteration 111Q: 3 clusters Score -4792502 nChanged 33
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35105 members 
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	Iteration 112Q: 3 clusters Score -4792514 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4792520 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35155 members 
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	Iteration 114Q: 3 clusters Score -4792526 nChanged 33
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Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4792527 nChanged 27
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Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35207 members 
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	Iteration 116Q: 3 clusters Score -4792550 nChanged 30
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Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35227 members 
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	Iteration 117Q: 3 clusters Score -4792556 nChanged 22
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35247 members 
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	Iteration 118Q: 3 clusters Score -4792568 nChanged 19
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35264 members 
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	Iteration 119Q: 3 clusters Score -4792566 nChanged 22
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Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35282 members 
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	Iteration 120F: 3 clusters Score -4792574 nChanged 14
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35294 members 
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	Iteration 121Q: 3 clusters Score -4792574 nChanged 17
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 35307 members 
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	Iteration 122Q: 3 clusters Score -4792582 nChanged 10
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Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35311 members 
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	Iteration 123Q: 3 clusters Score -4792585 nChanged 13
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	Iteration 124Q: 3 clusters Score -4792590 nChanged 12
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	Iteration 125Q: 3 clusters Score -4792594 nChanged 2
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Mstep: Class 1 contains 1522 members 
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	Iteration 126Q: 3 clusters Score -4792592 nChanged 2
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Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 35334 members 
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	Iteration 127Q: 3 clusters Score -4792592 nChanged 3
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	Iteration 128Q: 3 clusters Score -4792598 nChanged 6
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35339 members 
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	Iteration 129Q: 3 clusters Score -4792594 nChanged 6
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Mstep: Class 1 contains 1511 members 
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	Iteration 130Q: 3 clusters Score -4792594 nChanged 3
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Mstep: Class 1 contains 1508 members 
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	Iteration 131Q: 3 clusters Score -4792590 nChanged 1
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	Iteration 132Q: 3 clusters Score -4792592 nChanged 6
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Mstep: Class 1 contains 1501 members 
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	Iteration 133Q: 3 clusters Score -4792599 nChanged 6
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Mstep: Class 1 contains 1495 members 
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	Iteration 134Q: 3 clusters Score -4792602 nChanged 5
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Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35362 members 
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	Iteration 135Q: 3 clusters Score -4792600 nChanged 5
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Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35365 members 
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	Iteration 136Q: 3 clusters Score -4792606 nChanged 8
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Mstep: Class 1 contains 1483 members 
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	Iteration 137Q: 3 clusters Score -4792610 nChanged 7
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Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35378 members 
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	Iteration 138Q: 3 clusters Score -4792608 nChanged 3
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Mstep: Class 1 contains 1473 members 
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	Iteration 139Q: 3 clusters Score -4792607 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 35385 members 
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	Iteration 140F: 3 clusters Score -4792610 nChanged 5
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Mstep: Class 1 contains 1466 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4792616 nChanged 4
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35392 members 
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	Iteration 142Q: 3 clusters Score -4792620 nChanged 4
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Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4792619 nChanged 2
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	Iteration 144Q: 3 clusters Score -4792614 nChanged 3
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	Iteration 145Q: 3 clusters Score -4792620 nChanged 4
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	Iteration 146Q: 3 clusters Score -4792612 nChanged 2
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	Iteration 147Q: 3 clusters Score -4792614 nChanged 5
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Mstep: Class 1 contains 1448 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4792617 nChanged 3
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4792615 nChanged 7
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Mstep: Class 1 contains 1438 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4792624 nChanged 10
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4792623.000000 Penalty: 5215.300781
	Iteration 151Q: 3 clusters Score -4792623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4792628.500000 Penalty: 5215.300781
	Iteration 152Q: 3 clusters Score -4792628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4792626.500000 Penalty: 5215.300781
	Iteration 153Q: 3 clusters Score -4792626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4792628.500000 Penalty: 5215.300781
	Iteration 154Q: 3 clusters Score -4792628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4792631.500000 Penalty: 5215.300781
	Iteration 155Q: 3 clusters Score -4792632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4792630.500000 Penalty: 5215.300781
	Iteration 156Q: 3 clusters Score -4792630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4792630.000000 Penalty: 5215.300781
	Iteration 157Q: 3 clusters Score -4792630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4792630.000000 Penalty: 5215.300781
	Iteration 158F: 3 clusters Score -4792630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Entering Unmasked Estep 
Score: -7740601.000000 Penalty: 2725.886230
	Iteration 0F: 2 clusters Score -7740601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -7700801.000000 Penalty: 5451.772461
	Iteration 0F: 3 clusters Score -7700801 nChanged 27379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7715741.500000 Penalty: 5451.772461
	Iteration 1F: 3 clusters Score -7715742 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -7716221.500000 Penalty: 5451.772461
	Iteration 2Q: 3 clusters Score -7716222 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -7716691.000000 Penalty: 5451.772461
	Iteration 3Q: 3 clusters Score -7716691 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7717133.500000 Penalty: 5451.772461
	Iteration 4Q: 3 clusters Score -7717134 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -7717718.500000 Penalty: 5451.772461
	Iteration 5Q: 3 clusters Score -7717718 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -7718528.500000 Penalty: 5451.772461
	Iteration 6Q: 3 clusters Score -7718528 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -7719897.000000 Penalty: 5451.772461
	Iteration 7Q: 3 clusters Score -7719897 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -7722191.500000 Penalty: 5451.772461
	Iteration 8F: 3 clusters Score -7722192 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -7725911.500000 Penalty: 5451.772461
	Iteration 9F: 3 clusters Score -7725912 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7730574.000000 Penalty: 5451.772461
	Iteration 10F: 3 clusters Score -7730574 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7734761.500000 Penalty: 5451.772461
	Iteration 11F: 3 clusters Score -7734762 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7736879.000000 Penalty: 5451.772461
	Iteration 12Q: 3 clusters Score -7736879 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7737673.500000 Penalty: 5451.772461
	Iteration 13Q: 3 clusters Score -7737674 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7737943.000000 Penalty: 5451.772461
	Iteration 14Q: 3 clusters Score -7737943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7738060.500000 Penalty: 5451.772461
	Iteration 15Q: 3 clusters Score -7738060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7738120.500000 Penalty: 5451.772461
	Iteration 16Q: 3 clusters Score -7738120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7738167.000000 Penalty: 5451.772461
	Iteration 17Q: 3 clusters Score -7738167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7738209.500000 Penalty: 5451.772461
	Iteration 18Q: 3 clusters Score -7738210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7738238.000000 Penalty: 5451.772461
	Iteration 19Q: 3 clusters Score -7738238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7738243.500000 Penalty: 5451.772461
	Iteration 20F: 3 clusters Score -7738244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7738250.500000 Penalty: 5451.772461
	Iteration 21Q: 3 clusters Score -7738250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7738253.500000 Penalty: 5451.772461
	Iteration 22Q: 3 clusters Score -7738254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7738253.500000 Penalty: 5451.772461
	Iteration 23F: 3 clusters Score -7738254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Entering Unmasked Estep 
Score: -4267699.500000 Penalty: 2578.136230
	Iteration 0F: 2 clusters Score -4267700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4245398.000000 Penalty: 5156.272461
	Iteration 0F: 3 clusters Score -4245398 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4253430.500000 Penalty: 5156.272461
	Iteration 1F: 3 clusters Score -4253430 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4253856.500000 Penalty: 5156.272461
	Iteration 2Q: 3 clusters Score -4253856 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4254187.000000 Penalty: 5156.272461
	Iteration 3Q: 3 clusters Score -4254187 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4254491.000000 Penalty: 5156.272461
	Iteration 4Q: 3 clusters Score -4254491 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4254817.500000 Penalty: 5156.272461
	Iteration 5Q: 3 clusters Score -4254818 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4255147.000000 Penalty: 5156.272461
	Iteration 6Q: 3 clusters Score -4255147 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4255501.000000 Penalty: 5156.272461
	Iteration 7Q: 3 clusters Score -4255501 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4255955.000000 Penalty: 5156.272461
	Iteration 8Q: 3 clusters Score -4255955 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4256582.000000 Penalty: 5156.272461
	Iteration 9Q: 3 clusters Score -4256582 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4257407.500000 Penalty: 5156.272461
	Iteration 10Q: 3 clusters Score -4257408 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4258441.000000 Penalty: 5156.272461
	Iteration 11Q: 3 clusters Score -4258441 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4259621.000000 Penalty: 5156.272461
	Iteration 12Q: 3 clusters Score -4259621 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4260742.000000 Penalty: 5156.272461
	Iteration 13Q: 3 clusters Score -4260742 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4261690.500000 Penalty: 5156.272461
	Iteration 14Q: 3 clusters Score -4261690 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4262407.000000 Penalty: 5156.272461
	Iteration 15Q: 3 clusters Score -4262407 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4262990.000000 Penalty: 5156.272461
	Iteration 16Q: 3 clusters Score -4262990 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4263434.000000 Penalty: 5156.272461
	Iteration 17Q: 3 clusters Score -4263434 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4263766.000000 Penalty: 5156.272461
	Iteration 18Q: 3 clusters Score -4263766 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4264036.500000 Penalty: 5156.272461
	Iteration 19Q: 3 clusters Score -4264036 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4264218.000000 Penalty: 5156.272461
	Iteration 20F: 3 clusters Score -4264218 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4264380.000000 Penalty: 5156.272461
	Iteration 21Q: 3 clusters Score -4264380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4264536.500000 Penalty: 5156.272461
	Iteration 22Q: 3 clusters Score -4264536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4264656.000000 Penalty: 5156.272461
	Iteration 23Q: 3 clusters Score -4264656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4264756.500000 Penalty: 5156.272461
	Iteration 24Q: 3 clusters Score -4264756 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4264840.000000 Penalty: 5156.272461
	Iteration 25Q: 3 clusters Score -4264840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4264911.500000 Penalty: 5156.272461
	Iteration 26Q: 3 clusters Score -4264912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4264980.500000 Penalty: 5156.272461
	Iteration 27Q: 3 clusters Score -4264980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4265040.000000 Penalty: 5156.272461
	Iteration 28Q: 3 clusters Score -4265040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4265078.000000 Penalty: 5156.272461
	Iteration 29Q: 3 clusters Score -4265078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4265109.500000 Penalty: 5156.272461
	Iteration 30Q: 3 clusters Score -4265110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4265142.000000 Penalty: 5156.272461
	Iteration 31Q: 3 clusters Score -4265142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4265178.500000 Penalty: 5156.272461
	Iteration 32Q: 3 clusters Score -4265178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4265199.500000 Penalty: 5156.272461
	Iteration 33Q: 3 clusters Score -4265200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4265210.000000 Penalty: 5156.272461
	Iteration 34Q: 3 clusters Score -4265210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4265240.000000 Penalty: 5156.272461
	Iteration 35Q: 3 clusters Score -4265240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4265270.500000 Penalty: 5156.272461
	Iteration 36Q: 3 clusters Score -4265270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4265291.000000 Penalty: 5156.272461
	Iteration 37Q: 3 clusters Score -4265291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4265313.500000 Penalty: 5156.272461
	Iteration 38Q: 3 clusters Score -4265314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4265327.000000 Penalty: 5156.272461
	Iteration 39Q: 3 clusters Score -4265327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4265338.500000 Penalty: 5156.272461
	Iteration 40F: 3 clusters Score -4265338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4265340.000000 Penalty: 5156.272461
	Iteration 41Q: 3 clusters Score -4265340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4265359.500000 Penalty: 5156.272461
	Iteration 42Q: 3 clusters Score -4265360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4265375.000000 Penalty: 5156.272461
	Iteration 43Q: 3 clusters Score -4265375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4265387.000000 Penalty: 5156.272461
	Iteration 44Q: 3 clusters Score -4265387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4265393.500000 Penalty: 5156.272461
	Iteration 45Q: 3 clusters Score -4265394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4265397.500000 Penalty: 5156.272461
	Iteration 46Q: 3 clusters Score -4265398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4265398.500000 Penalty: 5156.272461
	Iteration 47Q: 3 clusters Score -4265398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4265406.500000 Penalty: 5156.272461
	Iteration 48Q: 3 clusters Score -4265406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4265411.000000 Penalty: 5156.272461
	Iteration 49Q: 3 clusters Score -4265411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4265409.000000 Penalty: 5156.272461
	Iteration 50Q: 3 clusters Score -4265409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4265407.500000 Penalty: 5156.272461
	Iteration 51Q: 3 clusters Score -4265408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4265410.000000 Penalty: 5156.272461
	Iteration 52Q: 3 clusters Score -4265410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4265412.000000 Penalty: 5156.272461
	Iteration 53Q: 3 clusters Score -4265412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4265414.000000 Penalty: 5156.272461
	Iteration 54Q: 3 clusters Score -4265414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4265414.500000 Penalty: 5156.272461
	Iteration 55Q: 3 clusters Score -4265414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4265412.000000 Penalty: 5156.272461
	Iteration 56Q: 3 clusters Score -4265412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4265415.000000 Penalty: 5156.272461
	Iteration 57Q: 3 clusters Score -4265415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4265415.500000 Penalty: 5156.272461
	Iteration 58Q: 3 clusters Score -4265416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4265424.000000 Penalty: 5156.272461
	Iteration 59Q: 3 clusters Score -4265424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4265421.500000 Penalty: 5156.272461
	Iteration 60F: 3 clusters Score -4265422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4265420.000000 Penalty: 5156.272461
	Iteration 61Q: 3 clusters Score -4265420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4265419.000000 Penalty: 5156.272461
	Iteration 62Q: 3 clusters Score -4265419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4265423.000000 Penalty: 5156.272461
	Iteration 63Q: 3 clusters Score -4265423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4265429.000000 Penalty: 5156.272461
	Iteration 64Q: 3 clusters Score -4265429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4265436.500000 Penalty: 5156.272461
	Iteration 65Q: 3 clusters Score -4265436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4265445.000000 Penalty: 5156.272461
	Iteration 66Q: 3 clusters Score -4265445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4265443.000000 Penalty: 5156.272461
	Iteration 67Q: 3 clusters Score -4265443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4265442.000000 Penalty: 5156.272461
	Iteration 68Q: 3 clusters Score -4265442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4265448.500000 Penalty: 5156.272461
	Iteration 69Q: 3 clusters Score -4265448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4265449.500000 Penalty: 5156.272461
	Iteration 70Q: 3 clusters Score -4265450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4265454.500000 Penalty: 5156.272461
	Iteration 71Q: 3 clusters Score -4265454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4265457.500000 Penalty: 5156.272461
	Iteration 72Q: 3 clusters Score -4265458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4265466.500000 Penalty: 5156.272461
	Iteration 73Q: 3 clusters Score -4265466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4265465.500000 Penalty: 5156.272461
	Iteration 74Q: 3 clusters Score -4265466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4265468.500000 Penalty: 5156.272461
	Iteration 75Q: 3 clusters Score -4265468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4265469.000000 Penalty: 5156.272461
	Iteration 76Q: 3 clusters Score -4265469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4265467.000000 Penalty: 5156.272461
	Iteration 77Q: 3 clusters Score -4265467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4265467.500000 Penalty: 5156.272461
	Iteration 78Q: 3 clusters Score -4265468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4265467.500000 Penalty: 5156.272461
	Iteration 79F: 3 clusters Score -4265468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -147882.078125 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -147882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145816.968750 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -145817 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146246.046875 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -146246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146420.500000 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -146420.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -146559.453125 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -146559.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -146713.640625 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -146713.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -146864.859375 Penalty: 3530.134033
	Iteration 5F: 3 clusters Score -146864.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147010.109375 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -147010.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147093.812500 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -147093.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147181.125000 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -147181.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147199.375000 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -147199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147211.921875 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -147211.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147221.687500 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -147221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147231.906250 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -147231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147248.328125 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -147248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147256.593750 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -147256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147261.015625 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -147261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147264.906250 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -147264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147266.265625 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -147266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147267.281250 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -147267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147268.593750 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -147268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147269.671875 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -147269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Entering Unmasked Estep 
Score: -22662560.000000 Penalty: 2995.221436
	Iteration 0F: 2 clusters Score -2.266256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -22548740.000000 Penalty: 5990.442871
	Iteration 0F: 3 clusters Score -2.254874e+07 nChanged 84353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -22597786.000000 Penalty: 5990.442871
	Iteration 1F: 3 clusters Score -2.259779e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -22599282.000000 Penalty: 5990.442871
	Iteration 2Q: 3 clusters Score -2.259928e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -22600932.000000 Penalty: 5990.442871
	Iteration 3Q: 3 clusters Score -2.260093e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -22603542.000000 Penalty: 5990.442871
	Iteration 4Q: 3 clusters Score -2.260354e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -22606740.000000 Penalty: 5990.442871
	Iteration 5Q: 3 clusters Score -2.260674e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -22611382.000000 Penalty: 5990.442871
	Iteration 6F: 3 clusters Score -2.261138e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -22617830.000000 Penalty: 5990.442871
	Iteration 7F: 3 clusters Score -2.261783e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -22625660.000000 Penalty: 5990.442871
	Iteration 8F: 3 clusters Score -2.262566e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -22632880.000000 Penalty: 5990.442871
	Iteration 9F: 3 clusters Score -2.263288e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -22637194.000000 Penalty: 5990.442871
	Iteration 10F: 3 clusters Score -2.263719e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -22639026.000000 Penalty: 5990.442871
	Iteration 11Q: 3 clusters Score -2.263903e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -22639870.000000 Penalty: 5990.442871
	Iteration 12Q: 3 clusters Score -2.263987e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -22640542.000000 Penalty: 5990.442871
	Iteration 13Q: 3 clusters Score -2.264054e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -22641018.000000 Penalty: 5990.442871
	Iteration 14Q: 3 clusters Score -2.264102e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -22641378.000000 Penalty: 5990.442871
	Iteration 15Q: 3 clusters Score -2.264138e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -22641990.000000 Penalty: 5990.442871
	Iteration 16Q: 3 clusters Score -2.264199e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -22642574.000000 Penalty: 5990.442871
	Iteration 17Q: 3 clusters Score -2.264257e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -22643226.000000 Penalty: 5990.442871
	Iteration 18Q: 3 clusters Score -2.264323e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -22643980.000000 Penalty: 5990.442871
	Iteration 19Q: 3 clusters Score -2.264398e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -22644752.000000 Penalty: 5990.442871
	Iteration 20F: 3 clusters Score -2.264475e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -22645544.000000 Penalty: 5990.442871
	Iteration 21Q: 3 clusters Score -2.264554e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -22646704.000000 Penalty: 5990.442871
	Iteration 22Q: 3 clusters Score -2.26467e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -22647596.000000 Penalty: 5990.442871
	Iteration 23Q: 3 clusters Score -2.26476e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -22648474.000000 Penalty: 5990.442871
	Iteration 24Q: 3 clusters Score -2.264847e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -22649760.000000 Penalty: 5990.442871
	Iteration 25Q: 3 clusters Score -2.264976e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -22650794.000000 Penalty: 5990.442871
	Iteration 26Q: 3 clusters Score -2.265079e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -22651904.000000 Penalty: 5990.442871
	Iteration 27Q: 3 clusters Score -2.26519e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -22653248.000000 Penalty: 5990.442871
	Iteration 28Q: 3 clusters Score -2.265325e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -22654442.000000 Penalty: 5990.442871
	Iteration 29Q: 3 clusters Score -2.265444e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -22655382.000000 Penalty: 5990.442871
	Iteration 30Q: 3 clusters Score -2.265538e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -22656368.000000 Penalty: 5990.442871
	Iteration 31Q: 3 clusters Score -2.265637e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -22657148.000000 Penalty: 5990.442871
	Iteration 32Q: 3 clusters Score -2.265715e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -22658052.000000 Penalty: 5990.442871
	Iteration 33Q: 3 clusters Score -2.265805e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -22658768.000000 Penalty: 5990.442871
	Iteration 34Q: 3 clusters Score -2.265877e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159318 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -22659390.000000 Penalty: 5990.442871
	Iteration 35Q: 3 clusters Score -2.265939e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -22659908.000000 Penalty: 5990.442871
	Iteration 36Q: 3 clusters Score -2.265991e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -22660546.000000 Penalty: 5990.442871
	Iteration 37Q: 3 clusters Score -2.266055e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -22661014.000000 Penalty: 5990.442871
	Iteration 38Q: 3 clusters Score -2.266101e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -22661268.000000 Penalty: 5990.442871
	Iteration 39Q: 3 clusters Score -2.266127e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -22661486.000000 Penalty: 5990.442871
	Iteration 40F: 3 clusters Score -2.266149e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22661714.000000 Penalty: 5990.442871
	Iteration 41Q: 3 clusters Score -2.266171e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -22661860.000000 Penalty: 5990.442871
	Iteration 42Q: 3 clusters Score -2.266186e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -22661808.000000 Penalty: 5990.442871
	Iteration 43Q: 3 clusters Score -2.266181e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171960 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22661744.000000 Penalty: 5990.442871
	Iteration 44Q: 3 clusters Score -2.266174e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -22661752.000000 Penalty: 5990.442871
	Iteration 45Q: 3 clusters Score -2.266175e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22661716.000000 Penalty: 5990.442871
	Iteration 46Q: 3 clusters Score -2.266172e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173260 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22661700.000000 Penalty: 5990.442871
	Iteration 47Q: 3 clusters Score -2.26617e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173522 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22661652.000000 Penalty: 5990.442871
	Iteration 48Q: 3 clusters Score -2.266165e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173706 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22661566.000000 Penalty: 5990.442871
	Iteration 49Q: 3 clusters Score -2.266157e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22661556.000000 Penalty: 5990.442871
	Iteration 50Q: 3 clusters Score -2.266156e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22661508.000000 Penalty: 5990.442871
	Iteration 51Q: 3 clusters Score -2.266151e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174070 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22661484.000000 Penalty: 5990.442871
	Iteration 52Q: 3 clusters Score -2.266148e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174134 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22661460.000000 Penalty: 5990.442871
	Iteration 53Q: 3 clusters Score -2.266146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174185 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 54Q: 3 clusters Score -2.266143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -22661422.000000 Penalty: 5990.442871
	Iteration 55Q: 3 clusters Score -2.266142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174242 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -22661432.000000 Penalty: 5990.442871
	Iteration 56Q: 3 clusters Score -2.266143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 57Q: 3 clusters Score -2.266143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22661434.000000 Penalty: 5990.442871
	Iteration 58Q: 3 clusters Score -2.266143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 59Q: 3 clusters Score -2.266143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -22661448.000000 Penalty: 5990.442871
	Iteration 60F: 3 clusters Score -2.266145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -22661436.000000 Penalty: 5990.442871
	Iteration 61Q: 3 clusters Score -2.266144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174369 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22661446.000000 Penalty: 5990.442871
	Iteration 62Q: 3 clusters Score -2.266145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 63Q: 3 clusters Score -2.266143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174387 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 64Q: 3 clusters Score -2.266143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22661430.000000 Penalty: 5990.442871
	Iteration 65Q: 3 clusters Score -2.266143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22661414.000000 Penalty: 5990.442871
	Iteration 66Q: 3 clusters Score -2.266141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22661434.000000 Penalty: 5990.442871
	Iteration 67Q: 3 clusters Score -2.266143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174423 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22661422.000000 Penalty: 5990.442871
	Iteration 68Q: 3 clusters Score -2.266142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174437 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22661408.000000 Penalty: 5990.442871
	Iteration 69Q: 3 clusters Score -2.266141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22661400.000000 Penalty: 5990.442871
	Iteration 70Q: 3 clusters Score -2.26614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22661406.000000 Penalty: 5990.442871
	Iteration 71Q: 3 clusters Score -2.266141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22661392.000000 Penalty: 5990.442871
	Iteration 72Q: 3 clusters Score -2.266139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22661396.000000 Penalty: 5990.442871
	Iteration 73Q: 3 clusters Score -2.26614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22661386.000000 Penalty: 5990.442871
	Iteration 74Q: 3 clusters Score -2.266139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22661378.000000 Penalty: 5990.442871
	Iteration 75Q: 3 clusters Score -2.266138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22661368.000000 Penalty: 5990.442871
	Iteration 76Q: 3 clusters Score -2.266137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22661364.000000 Penalty: 5990.442871
	Iteration 77Q: 3 clusters Score -2.266136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174524 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22661358.000000 Penalty: 5990.442871
	Iteration 78Q: 3 clusters Score -2.266136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22661354.000000 Penalty: 5990.442871
	Iteration 79Q: 3 clusters Score -2.266135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174537 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22661350.000000 Penalty: 5990.442871
	Iteration 80F: 3 clusters Score -2.266135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22661366.000000 Penalty: 5990.442871
	Iteration 81Q: 3 clusters Score -2.266137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22661358.000000 Penalty: 5990.442871
	Iteration 82Q: 3 clusters Score -2.266136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22661356.000000 Penalty: 5990.442871
	Iteration 83Q: 3 clusters Score -2.266136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174558 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22661352.000000 Penalty: 5990.442871
	Iteration 84Q: 3 clusters Score -2.266135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22661344.000000 Penalty: 5990.442871
	Iteration 85Q: 3 clusters Score -2.266134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22661346.000000 Penalty: 5990.442871
	Iteration 86Q: 3 clusters Score -2.266135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22661346.000000 Penalty: 5990.442871
	Iteration 87F: 3 clusters Score -2.266135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (162719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162719 members 
Entering Unmasked Estep 
Score: -21115576.000000 Penalty: 2975.945312
	Iteration 0F: 2 clusters Score -2.111558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -21008808.000000 Penalty: 5951.890625
	Iteration 0F: 3 clusters Score -2.100881e+07 nChanged 77685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -21053340.000000 Penalty: 5951.890625
	Iteration 1F: 3 clusters Score -2.105334e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -21054036.000000 Penalty: 5951.890625
	Iteration 2Q: 3 clusters Score -2.105404e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -21054868.000000 Penalty: 5951.890625
	Iteration 3Q: 3 clusters Score -2.105487e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -21056080.000000 Penalty: 5951.890625
	Iteration 4Q: 3 clusters Score -2.105608e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -21057932.000000 Penalty: 5951.890625
	Iteration 5Q: 3 clusters Score -2.105793e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -21060992.000000 Penalty: 5951.890625
	Iteration 6Q: 3 clusters Score -2.106099e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -21065514.000000 Penalty: 5951.890625
	Iteration 7F: 3 clusters Score -2.106551e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -21072384.000000 Penalty: 5951.890625
	Iteration 8F: 3 clusters Score -2.107238e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -21081184.000000 Penalty: 5951.890625
	Iteration 9F: 3 clusters Score -2.108118e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -21091036.000000 Penalty: 5951.890625
	Iteration 10F: 3 clusters Score -2.109104e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -21099824.000000 Penalty: 5951.890625
	Iteration 11F: 3 clusters Score -2.109982e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 136715 members 
Entering Unmasked Estep 
Score: -21105290.000000 Penalty: 5951.890625
	Iteration 12Q: 3 clusters Score -2.110529e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -21107798.000000 Penalty: 5951.890625
	Iteration 13Q: 3 clusters Score -2.11078e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -21109168.000000 Penalty: 5951.890625
	Iteration 14Q: 3 clusters Score -2.110917e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 141249 members 
Entering Unmasked Estep 
Score: -21109918.000000 Penalty: 5951.890625
	Iteration 15Q: 3 clusters Score -2.110992e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -21110406.000000 Penalty: 5951.890625
	Iteration 16Q: 3 clusters Score -2.111041e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 143314 members 
Entering Unmasked Estep 
Score: -21110826.000000 Penalty: 5951.890625
	Iteration 17Q: 3 clusters Score -2.111083e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -21111116.000000 Penalty: 5951.890625
	Iteration 18Q: 3 clusters Score -2.111112e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 145025 members 
Entering Unmasked Estep 
Score: -21111344.000000 Penalty: 5951.890625
	Iteration 19Q: 3 clusters Score -2.111134e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -21111498.000000 Penalty: 5951.890625
	Iteration 20F: 3 clusters Score -2.11115e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 146495 members 
Entering Unmasked Estep 
Score: -21111646.000000 Penalty: 5951.890625
	Iteration 21Q: 3 clusters Score -2.111165e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -21111744.000000 Penalty: 5951.890625
	Iteration 22Q: 3 clusters Score -2.111174e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -21111924.000000 Penalty: 5951.890625
	Iteration 23Q: 3 clusters Score -2.111192e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -21111982.000000 Penalty: 5951.890625
	Iteration 24Q: 3 clusters Score -2.111198e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -21112152.000000 Penalty: 5951.890625
	Iteration 25Q: 3 clusters Score -2.111215e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 149433 members 
Entering Unmasked Estep 
Score: -21112178.000000 Penalty: 5951.890625
	Iteration 26Q: 3 clusters Score -2.111218e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -21112156.000000 Penalty: 5951.890625
	Iteration 27Q: 3 clusters Score -2.111216e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -21112268.000000 Penalty: 5951.890625
	Iteration 28Q: 3 clusters Score -2.111227e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -21112340.000000 Penalty: 5951.890625
	Iteration 29Q: 3 clusters Score -2.111234e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -21112418.000000 Penalty: 5951.890625
	Iteration 30Q: 3 clusters Score -2.111242e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 151989 members 
Entering Unmasked Estep 
Score: -21112512.000000 Penalty: 5951.890625
	Iteration 31Q: 3 clusters Score -2.111251e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -21112614.000000 Penalty: 5951.890625
	Iteration 32Q: 3 clusters Score -2.111261e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -21112648.000000 Penalty: 5951.890625
	Iteration 33Q: 3 clusters Score -2.111265e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -21112788.000000 Penalty: 5951.890625
	Iteration 34Q: 3 clusters Score -2.111279e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -21112842.000000 Penalty: 5951.890625
	Iteration 35Q: 3 clusters Score -2.111284e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -21112864.000000 Penalty: 5951.890625
	Iteration 36Q: 3 clusters Score -2.111286e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 154585 members 
Entering Unmasked Estep 
Score: -21112850.000000 Penalty: 5951.890625
	Iteration 37Q: 3 clusters Score -2.111285e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -21112852.000000 Penalty: 5951.890625
	Iteration 38Q: 3 clusters Score -2.111285e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -21112896.000000 Penalty: 5951.890625
	Iteration 39Q: 3 clusters Score -2.11129e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -21112944.000000 Penalty: 5951.890625
	Iteration 40F: 3 clusters Score -2.111294e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -21112974.000000 Penalty: 5951.890625
	Iteration 41Q: 3 clusters Score -2.111297e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -21112958.000000 Penalty: 5951.890625
	Iteration 42Q: 3 clusters Score -2.111296e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -21112976.000000 Penalty: 5951.890625
	Iteration 43Q: 3 clusters Score -2.111298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -21112992.000000 Penalty: 5951.890625
	Iteration 44Q: 3 clusters Score -2.111299e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -21113000.000000 Penalty: 5951.890625
	Iteration 45Q: 3 clusters Score -2.1113e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -21113072.000000 Penalty: 5951.890625
	Iteration 46Q: 3 clusters Score -2.111307e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -21113076.000000 Penalty: 5951.890625
	Iteration 47Q: 3 clusters Score -2.111308e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -21113098.000000 Penalty: 5951.890625
	Iteration 48Q: 3 clusters Score -2.11131e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 157885 members 
Entering Unmasked Estep 
Score: -21113120.000000 Penalty: 5951.890625
	Iteration 49Q: 3 clusters Score -2.111312e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -21113140.000000 Penalty: 5951.890625
	Iteration 50Q: 3 clusters Score -2.111314e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -21113160.000000 Penalty: 5951.890625
	Iteration 51Q: 3 clusters Score -2.111316e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -21113188.000000 Penalty: 5951.890625
	Iteration 52Q: 3 clusters Score -2.111319e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 158637 members 
Entering Unmasked Estep 
Score: -21113256.000000 Penalty: 5951.890625
	Iteration 53Q: 3 clusters Score -2.111326e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -21113278.000000 Penalty: 5951.890625
	Iteration 54Q: 3 clusters Score -2.111328e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -21113322.000000 Penalty: 5951.890625
	Iteration 55Q: 3 clusters Score -2.111332e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 159190 members 
Entering Unmasked Estep 
Score: -21113318.000000 Penalty: 5951.890625
	Iteration 56Q: 3 clusters Score -2.111332e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -21113304.000000 Penalty: 5951.890625
	Iteration 57Q: 3 clusters Score -2.11133e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -21113310.000000 Penalty: 5951.890625
	Iteration 58Q: 3 clusters Score -2.111331e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -21113332.000000 Penalty: 5951.890625
	Iteration 59Q: 3 clusters Score -2.111333e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -21113348.000000 Penalty: 5951.890625
	Iteration 60F: 3 clusters Score -2.111335e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -21113410.000000 Penalty: 5951.890625
	Iteration 61Q: 3 clusters Score -2.111341e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -21113410.000000 Penalty: 5951.890625
	Iteration 62Q: 3 clusters Score -2.111341e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -21113420.000000 Penalty: 5951.890625
	Iteration 63Q: 3 clusters Score -2.111342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -21113454.000000 Penalty: 5951.890625
	Iteration 64Q: 3 clusters Score -2.111345e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -21113474.000000 Penalty: 5951.890625
	Iteration 65Q: 3 clusters Score -2.111347e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -21113500.000000 Penalty: 5951.890625
	Iteration 66Q: 3 clusters Score -2.11135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -21113514.000000 Penalty: 5951.890625
	Iteration 67Q: 3 clusters Score -2.111351e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -21113506.000000 Penalty: 5951.890625
	Iteration 68Q: 3 clusters Score -2.111351e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -21113510.000000 Penalty: 5951.890625
	Iteration 69Q: 3 clusters Score -2.111351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -21113508.000000 Penalty: 5951.890625
	Iteration 70Q: 3 clusters Score -2.111351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 160515 members 
Entering Unmasked Estep 
Score: -21113510.000000 Penalty: 5951.890625
	Iteration 71Q: 3 clusters Score -2.111351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 160542 members 
Entering Unmasked Estep 
Score: -21113498.000000 Penalty: 5951.890625
	Iteration 72Q: 3 clusters Score -2.11135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -21113514.000000 Penalty: 5951.890625
	Iteration 73Q: 3 clusters Score -2.111351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -21113530.000000 Penalty: 5951.890625
	Iteration 74Q: 3 clusters Score -2.111353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -21113544.000000 Penalty: 5951.890625
	Iteration 75Q: 3 clusters Score -2.111354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -21113534.000000 Penalty: 5951.890625
	Iteration 76Q: 3 clusters Score -2.111353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -21113536.000000 Penalty: 5951.890625
	Iteration 77Q: 3 clusters Score -2.111354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 160639 members 
Entering Unmasked Estep 
Score: -21113556.000000 Penalty: 5951.890625
	Iteration 78Q: 3 clusters Score -2.111356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -21113562.000000 Penalty: 5951.890625
	Iteration 79Q: 3 clusters Score -2.111356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -21113564.000000 Penalty: 5951.890625
	Iteration 80F: 3 clusters Score -2.111356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -21113576.000000 Penalty: 5951.890625
	Iteration 81Q: 3 clusters Score -2.111358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -21113574.000000 Penalty: 5951.890625
	Iteration 82Q: 3 clusters Score -2.111357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 160675 members 
Entering Unmasked Estep 
Score: -21113578.000000 Penalty: 5951.890625
	Iteration 83Q: 3 clusters Score -2.111358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -21113570.000000 Penalty: 5951.890625
	Iteration 84Q: 3 clusters Score -2.111357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 160693 members 
Entering Unmasked Estep 
Score: -21113564.000000 Penalty: 5951.890625
	Iteration 85Q: 3 clusters Score -2.111356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -21113538.000000 Penalty: 5951.890625
	Iteration 86Q: 3 clusters Score -2.111354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 160703 members 
Entering Unmasked Estep 
Score: -21113548.000000 Penalty: 5951.890625
	Iteration 87Q: 3 clusters Score -2.111355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 160703 members 
Entering Unmasked Estep 
Score: -21113558.000000 Penalty: 5951.890625
	Iteration 88Q: 3 clusters Score -2.111356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -21113554.000000 Penalty: 5951.890625
	Iteration 89Q: 3 clusters Score -2.111355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -21113558.000000 Penalty: 5951.890625
	Iteration 90Q: 3 clusters Score -2.111356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -21113558.000000 Penalty: 5951.890625
	Iteration 91F: 3 clusters Score -2.111356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -98349.789062 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -98349.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96612.539062 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -96612.54 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96985.070312 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -96985.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97176.929688 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -97176.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97284.250000 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -97284.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97364.656250 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -97364.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97404.578125 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -97404.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97427.804688 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -97427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97441.351562 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -97441.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97449.031250 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -97449.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97450.421875 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -97450.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97450.421875 Penalty: 3329.626465
	Iteration 10F: 3 clusters Score -97450.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Entering Unmasked Estep 
Score: -23112280.000000 Penalty: 2998.099609
	Iteration 0F: 2 clusters Score -2.311228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -22997566.000000 Penalty: 5996.199219
	Iteration 0F: 3 clusters Score -2.299757e+07 nChanged 85449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -23047208.000000 Penalty: 5996.199219
	Iteration 1F: 3 clusters Score -2.304721e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -23048232.000000 Penalty: 5996.199219
	Iteration 2Q: 3 clusters Score -2.304823e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -23049740.000000 Penalty: 5996.199219
	Iteration 3Q: 3 clusters Score -2.304974e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -23052238.000000 Penalty: 5996.199219
	Iteration 4Q: 3 clusters Score -2.305224e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -23057262.000000 Penalty: 5996.199219
	Iteration 5F: 3 clusters Score -2.305726e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -23066206.000000 Penalty: 5996.199219
	Iteration 6F: 3 clusters Score -2.306621e+07 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -23080132.000000 Penalty: 5996.199219
	Iteration 7F: 3 clusters Score -2.308013e+07 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -23095454.000000 Penalty: 5996.199219
	Iteration 8F: 3 clusters Score -2.309545e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -23105126.000000 Penalty: 5996.199219
	Iteration 9F: 3 clusters Score -2.310513e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 175575 members 
Entering Unmasked Estep 
Score: -23108304.000000 Penalty: 5996.199219
	Iteration 10Q: 3 clusters Score -2.31083e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -23109088.000000 Penalty: 5996.199219
	Iteration 11Q: 3 clusters Score -2.310909e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -23109410.000000 Penalty: 5996.199219
	Iteration 12Q: 3 clusters Score -2.310941e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -23109536.000000 Penalty: 5996.199219
	Iteration 13Q: 3 clusters Score -2.310954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -23109610.000000 Penalty: 5996.199219
	Iteration 14Q: 3 clusters Score -2.310961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -23109606.000000 Penalty: 5996.199219
	Iteration 15Q: 3 clusters Score -2.310961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 177744 members 
Entering Unmasked Estep 
Score: -23109618.000000 Penalty: 5996.199219
	Iteration 16Q: 3 clusters Score -2.310962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -23109658.000000 Penalty: 5996.199219
	Iteration 17Q: 3 clusters Score -2.310966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -23109674.000000 Penalty: 5996.199219
	Iteration 18Q: 3 clusters Score -2.310967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -23109664.000000 Penalty: 5996.199219
	Iteration 19Q: 3 clusters Score -2.310966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -23109664.000000 Penalty: 5996.199219
	Iteration 20F: 3 clusters Score -2.310966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Entering Unmasked Estep 
Score: -2486825.000000 Penalty: 2447.203613
	Iteration 0F: 2 clusters Score -2486825 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 9724 members 
Entering Unmasked Estep 
Score: -2473240.500000 Penalty: 4894.407227
	Iteration 0F: 3 clusters Score -2473240 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2477816.750000 Penalty: 4894.407227
	Iteration 1F: 3 clusters Score -2477817 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2478348.750000 Penalty: 4894.407227
	Iteration 2F: 3 clusters Score -2478349 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2478862.250000 Penalty: 4894.407227
	Iteration 3F: 3 clusters Score -2478862 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2479432.750000 Penalty: 4894.407227
	Iteration 4Q: 3 clusters Score -2479433 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2479998.250000 Penalty: 4894.407227
	Iteration 5F: 3 clusters Score -2479998 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2480534.250000 Penalty: 4894.407227
	Iteration 6F: 3 clusters Score -2480534 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2481045.500000 Penalty: 4894.407227
	Iteration 7F: 3 clusters Score -2481046 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2481564.750000 Penalty: 4894.407227
	Iteration 8F: 3 clusters Score -2481565 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2482139.500000 Penalty: 4894.407227
	Iteration 9Q: 3 clusters Score -2482140 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2482828.500000 Penalty: 4894.407227
	Iteration 10Q: 3 clusters Score -2482828 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2483648.500000 Penalty: 4894.407227
	Iteration 11Q: 3 clusters Score -2483648 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2484271.750000 Penalty: 4894.407227
	Iteration 12Q: 3 clusters Score -2484272 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2484603.500000 Penalty: 4894.407227
	Iteration 13Q: 3 clusters Score -2484604 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2484757.000000 Penalty: 4894.407227
	Iteration 14Q: 3 clusters Score -2484757 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2484832.000000 Penalty: 4894.407227
	Iteration 15Q: 3 clusters Score -2484832 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2484908.250000 Penalty: 4894.407227
	Iteration 16Q: 3 clusters Score -2484908 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2484957.500000 Penalty: 4894.407227
	Iteration 17Q: 3 clusters Score -2484958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2485003.000000 Penalty: 4894.407227
	Iteration 18Q: 3 clusters Score -2485003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2485046.750000 Penalty: 4894.407227
	Iteration 19Q: 3 clusters Score -2485047 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2485072.000000 Penalty: 4894.407227
	Iteration 20F: 3 clusters Score -2485072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2485110.750000 Penalty: 4894.407227
	Iteration 21Q: 3 clusters Score -2485111 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2485128.750000 Penalty: 4894.407227
	Iteration 22Q: 3 clusters Score -2485129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2485174.250000 Penalty: 4894.407227
	Iteration 23Q: 3 clusters Score -2485174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2485212.250000 Penalty: 4894.407227
	Iteration 24Q: 3 clusters Score -2485212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2485244.750000 Penalty: 4894.407227
	Iteration 25Q: 3 clusters Score -2485245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2485286.250000 Penalty: 4894.407227
	Iteration 26Q: 3 clusters Score -2485286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2485316.000000 Penalty: 4894.407227
	Iteration 27Q: 3 clusters Score -2485316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2485331.750000 Penalty: 4894.407227
	Iteration 28Q: 3 clusters Score -2485332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2485358.000000 Penalty: 4894.407227
	Iteration 29Q: 3 clusters Score -2485358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2485379.000000 Penalty: 4894.407227
	Iteration 30Q: 3 clusters Score -2485379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2485398.500000 Penalty: 4894.407227
	Iteration 31Q: 3 clusters Score -2485398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2485410.250000 Penalty: 4894.407227
	Iteration 32Q: 3 clusters Score -2485410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2485425.500000 Penalty: 4894.407227
	Iteration 33Q: 3 clusters Score -2485426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2485431.750000 Penalty: 4894.407227
	Iteration 34Q: 3 clusters Score -2485432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2485432.000000 Penalty: 4894.407227
	Iteration 35Q: 3 clusters Score -2485432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2485444.500000 Penalty: 4894.407227
	Iteration 36Q: 3 clusters Score -2485444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2485446.250000 Penalty: 4894.407227
	Iteration 37Q: 3 clusters Score -2485446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2485452.250000 Penalty: 4894.407227
	Iteration 38Q: 3 clusters Score -2485452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2485455.750000 Penalty: 4894.407227
	Iteration 39Q: 3 clusters Score -2485456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2485462.000000 Penalty: 4894.407227
	Iteration 40F: 3 clusters Score -2485462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2485465.500000 Penalty: 4894.407227
	Iteration 41Q: 3 clusters Score -2485466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2485473.250000 Penalty: 4894.407227
	Iteration 42Q: 3 clusters Score -2485473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2485474.500000 Penalty: 4894.407227
	Iteration 43Q: 3 clusters Score -2485474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2485479.500000 Penalty: 4894.407227
	Iteration 44Q: 3 clusters Score -2485480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2485484.750000 Penalty: 4894.407227
	Iteration 45Q: 3 clusters Score -2485485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2485491.250000 Penalty: 4894.407227
	Iteration 46Q: 3 clusters Score -2485491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2485498.000000 Penalty: 4894.407227
	Iteration 47Q: 3 clusters Score -2485498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2485512.500000 Penalty: 4894.407227
	Iteration 48Q: 3 clusters Score -2485512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2485514.250000 Penalty: 4894.407227
	Iteration 49Q: 3 clusters Score -2485514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2485512.500000 Penalty: 4894.407227
	Iteration 50Q: 3 clusters Score -2485512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2485514.750000 Penalty: 4894.407227
	Iteration 51Q: 3 clusters Score -2485515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2485514.500000 Penalty: 4894.407227
	Iteration 52Q: 3 clusters Score -2485514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2485516.500000 Penalty: 4894.407227
	Iteration 53Q: 3 clusters Score -2485516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2485518.500000 Penalty: 4894.407227
	Iteration 54Q: 3 clusters Score -2485518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2485520.000000 Penalty: 4894.407227
	Iteration 55Q: 3 clusters Score -2485520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2485522.750000 Penalty: 4894.407227
	Iteration 56Q: 3 clusters Score -2485523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2485516.500000 Penalty: 4894.407227
	Iteration 57Q: 3 clusters Score -2485516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2485518.250000 Penalty: 4894.407227
	Iteration 58Q: 3 clusters Score -2485518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2485522.750000 Penalty: 4894.407227
	Iteration 59Q: 3 clusters Score -2485523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2485525.250000 Penalty: 4894.407227
	Iteration 60F: 3 clusters Score -2485525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2485521.750000 Penalty: 4894.407227
	Iteration 61Q: 3 clusters Score -2485522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2485522.750000 Penalty: 4894.407227
	Iteration 62Q: 3 clusters Score -2485523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2485522.750000 Penalty: 4894.407227
	Iteration 63Q: 3 clusters Score -2485523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2485525.500000 Penalty: 4894.407227
	Iteration 64Q: 3 clusters Score -2485526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2485527.000000 Penalty: 4894.407227
	Iteration 65Q: 3 clusters Score -2485527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2485525.000000 Penalty: 4894.407227
	Iteration 66Q: 3 clusters Score -2485525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2485524.500000 Penalty: 4894.407227
	Iteration 67Q: 3 clusters Score -2485524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2485525.250000 Penalty: 4894.407227
	Iteration 68Q: 3 clusters Score -2485525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2485527.250000 Penalty: 4894.407227
	Iteration 69Q: 3 clusters Score -2485527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2485527.000000 Penalty: 4894.407227
	Iteration 70Q: 3 clusters Score -2485527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2485530.750000 Penalty: 4894.407227
	Iteration 71Q: 3 clusters Score -2485531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2485532.250000 Penalty: 4894.407227
	Iteration 72Q: 3 clusters Score -2485532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2485529.000000 Penalty: 4894.407227
	Iteration 73Q: 3 clusters Score -2485529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2485534.750000 Penalty: 4894.407227
	Iteration 74Q: 3 clusters Score -2485535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2485537.000000 Penalty: 4894.407227
	Iteration 75Q: 3 clusters Score -2485537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2485535.750000 Penalty: 4894.407227
	Iteration 76Q: 3 clusters Score -2485536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2485535.750000 Penalty: 4894.407227
	Iteration 77F: 3 clusters Score -2485536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -570375.000000 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -570375 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 2278 members 
Entering Unmasked Estep 
Score: -566146.000000 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -566146 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -567130.875000 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -567130.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -567327.375000 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -567327.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -567436.312500 Penalty: 4177.531250
	Iteration 3Q: 3 clusters Score -567436.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -567515.562500 Penalty: 4177.531250
	Iteration 4Q: 3 clusters Score -567515.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -567566.000000 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -567566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -567611.500000 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -567611.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -567642.562500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -567642.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -567673.750000 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -567673.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -567713.437500 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -567713.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -567757.625000 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -567757.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -567814.062500 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -567814.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -567871.375000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -567871.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -567938.562500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -567938.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -567990.062500 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -567990.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -568037.750000 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -568037.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -568082.625000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -568082.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -568118.750000 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -568118.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -568157.562500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -568157.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -568197.500000 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -568197.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -568230.937500 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -568230.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -568261.312500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -568261.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -568289.187500 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -568289.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -568318.875000 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -568318.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -568347.625000 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -568347.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -568376.875000 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -568376.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -568402.125000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -568402.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -568435.312500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -568435.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -568466.000000 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -568466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -568498.812500 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -568498.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -568535.375000 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -568535.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -568582.000000 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -568582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -568650.187500 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -568650.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -568729.250000 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -568729.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -568804.437500 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -568804.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -568898.562500 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -568898.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -568990.187500 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -568990.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -569071.625000 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -569071.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -569157.312500 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -569157.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -569214.437500 Penalty: 4177.531250
	Iteration 39Q: 3 clusters Score -569214.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -569250.750000 Penalty: 4177.531250
	Iteration 40F: 3 clusters Score -569250.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -569273.812500 Penalty: 4177.531250
	Iteration 41Q: 3 clusters Score -569273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -569283.750000 Penalty: 4177.531250
	Iteration 42Q: 3 clusters Score -569283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -569291.437500 Penalty: 4177.531250
	Iteration 43Q: 3 clusters Score -569291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -569301.625000 Penalty: 4177.531250
	Iteration 44Q: 3 clusters Score -569301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -569309.187500 Penalty: 4177.531250
	Iteration 45Q: 3 clusters Score -569309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -569311.875000 Penalty: 4177.531250
	Iteration 46Q: 3 clusters Score -569311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -569318.375000 Penalty: 4177.531250
	Iteration 47Q: 3 clusters Score -569318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -569324.750000 Penalty: 4177.531250
	Iteration 48Q: 3 clusters Score -569324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -569330.437500 Penalty: 4177.531250
	Iteration 49Q: 3 clusters Score -569330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -569338.750000 Penalty: 4177.531250
	Iteration 50Q: 3 clusters Score -569338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -569342.250000 Penalty: 4177.531250
	Iteration 51Q: 3 clusters Score -569342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -569346.937500 Penalty: 4177.531250
	Iteration 52Q: 3 clusters Score -569346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -569349.687500 Penalty: 4177.531250
	Iteration 53Q: 3 clusters Score -569349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -569352.625000 Penalty: 4177.531250
	Iteration 54Q: 3 clusters Score -569352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -569356.937500 Penalty: 4177.531250
	Iteration 55Q: 3 clusters Score -569356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -569357.625000 Penalty: 4177.531250
	Iteration 56Q: 3 clusters Score -569357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -569358.875000 Penalty: 4177.531250
	Iteration 57Q: 3 clusters Score -569358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -569359.125000 Penalty: 4177.531250
	Iteration 58Q: 3 clusters Score -569359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -569362.812500 Penalty: 4177.531250
	Iteration 59Q: 3 clusters Score -569362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -569362.750000 Penalty: 4177.531250
	Iteration 60F: 3 clusters Score -569362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -569363.500000 Penalty: 4177.531250
	Iteration 61Q: 3 clusters Score -569363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -569366.187500 Penalty: 4177.531250
	Iteration 62Q: 3 clusters Score -569366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -569366.375000 Penalty: 4177.531250
	Iteration 63Q: 3 clusters Score -569366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -569366.375000 Penalty: 4177.531250
	Iteration 64F: 3 clusters Score -569366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69607.671875 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69607.67 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69797.218750 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69797.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69858.617188 Penalty: 3194.709473
	Iteration 2Q: 3 clusters Score -69858.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69913.531250 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -69913.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69969.031250 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -69969.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70030.289062 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70030.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70126.960938 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70126.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70272.812500 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70272.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70397.257812 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70397.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70481.523438 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70481.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70575.875000 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70575.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70686.093750 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70686.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70813.203125 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -70813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70958.851562 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -70958.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71136.921875 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -71136.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71247.812500 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -71247.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71307.898438 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -71307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71352.851562 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -71352.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71376.523438 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -71376.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71382.773438 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -71382.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71408.835938 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -71408.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71435.289062 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -71435.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71484.640625 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -71484.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71574.281250 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -71574.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71691.281250 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -71691.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 25Q: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 26F: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199546 members 
Mstep: Class 2 contains 66097 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 140292 members 
Mstep: Class 6 contains 36854 members 
Mstep: Class 7 contains 59366 members 
Mstep: Class 8 contains 32719 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175871 members 
Mstep: Class 11 contains 162719 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177924 members 
Mstep: Class 14 contains 19298 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 210955 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
Score: -166435712.000000 Penalty: 80372.445312
Splitting cluster 16 changes total score from -166436688.000000 to -166435712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (210955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210955 members 
Entering Unmasked Estep 
Score: -27054678.000000 Penalty: 3040.331299
	Iteration 0F: 2 clusters Score -2.705468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -26921050.000000 Penalty: 6080.662598
	Iteration 0F: 3 clusters Score -2.692105e+07 nChanged 101603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -26980560.000000 Penalty: 6080.662598
	Iteration 1F: 3 clusters Score -2.698056e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -26981522.000000 Penalty: 6080.662598
	Iteration 2Q: 3 clusters Score -2.698152e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -26982516.000000 Penalty: 6080.662598
	Iteration 3Q: 3 clusters Score -2.698252e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -26983592.000000 Penalty: 6080.662598
	Iteration 4Q: 3 clusters Score -2.698359e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -26985014.000000 Penalty: 6080.662598
	Iteration 5Q: 3 clusters Score -2.698501e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -26987044.000000 Penalty: 6080.662598
	Iteration 6Q: 3 clusters Score -2.698704e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -26990666.000000 Penalty: 6080.662598
	Iteration 7Q: 3 clusters Score -2.699067e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -26996576.000000 Penalty: 6080.662598
	Iteration 8Q: 3 clusters Score -2.699658e+07 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145253 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -27005554.000000 Penalty: 6080.662598
	Iteration 9F: 3 clusters Score -2.700555e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -27017542.000000 Penalty: 6080.662598
	Iteration 10F: 3 clusters Score -2.701754e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -27029728.000000 Penalty: 6080.662598
	Iteration 11F: 3 clusters Score -2.702973e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -27038576.000000 Penalty: 6080.662598
	Iteration 12F: 3 clusters Score -2.703858e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193953 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -27044376.000000 Penalty: 6080.662598
	Iteration 13Q: 3 clusters Score -2.704438e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -27047678.000000 Penalty: 6080.662598
	Iteration 14Q: 3 clusters Score -2.704768e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205049 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -27049584.000000 Penalty: 6080.662598
	Iteration 15Q: 3 clusters Score -2.704958e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207580 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -27050568.000000 Penalty: 6080.662598
	Iteration 16Q: 3 clusters Score -2.705057e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208864 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -27050998.000000 Penalty: 6080.662598
	Iteration 17Q: 3 clusters Score -2.7051e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209511 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -27051342.000000 Penalty: 6080.662598
	Iteration 18Q: 3 clusters Score -2.705134e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209866 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -27051586.000000 Penalty: 6080.662598
	Iteration 19Q: 3 clusters Score -2.705159e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -27051706.000000 Penalty: 6080.662598
	Iteration 20F: 3 clusters Score -2.705171e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210142 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -27051812.000000 Penalty: 6080.662598
	Iteration 21Q: 3 clusters Score -2.705181e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210206 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -27051866.000000 Penalty: 6080.662598
	Iteration 22Q: 3 clusters Score -2.705187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -27051896.000000 Penalty: 6080.662598
	Iteration 23Q: 3 clusters Score -2.70519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210293 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -27051934.000000 Penalty: 6080.662598
	Iteration 24Q: 3 clusters Score -2.705193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210302 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -27051942.000000 Penalty: 6080.662598
	Iteration 25Q: 3 clusters Score -2.705194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -27051958.000000 Penalty: 6080.662598
	Iteration 26Q: 3 clusters Score -2.705196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210311 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -27051968.000000 Penalty: 6080.662598
	Iteration 27Q: 3 clusters Score -2.705197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210311 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -27051974.000000 Penalty: 6080.662598
	Iteration 28Q: 3 clusters Score -2.705197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27051958.000000 Penalty: 6080.662598
	Iteration 29Q: 3 clusters Score -2.705196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -27051968.000000 Penalty: 6080.662598
	Iteration 30Q: 3 clusters Score -2.705197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27051962.000000 Penalty: 6080.662598
	Iteration 31Q: 3 clusters Score -2.705196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210315 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -27051976.000000 Penalty: 6080.662598
	Iteration 32Q: 3 clusters Score -2.705198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27051964.000000 Penalty: 6080.662598
	Iteration 33Q: 3 clusters Score -2.705196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -27051970.000000 Penalty: 6080.662598
	Iteration 34Q: 3 clusters Score -2.705197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -27051972.000000 Penalty: 6080.662598
	Iteration 35Q: 3 clusters Score -2.705197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210317 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -27051976.000000 Penalty: 6080.662598
	Iteration 36Q: 3 clusters Score -2.705198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210317 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -27051982.000000 Penalty: 6080.662598
	Iteration 37Q: 3 clusters Score -2.705198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210319 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -27051964.000000 Penalty: 6080.662598
	Iteration 38Q: 3 clusters Score -2.705196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210322 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -27051990.000000 Penalty: 6080.662598
	Iteration 39Q: 3 clusters Score -2.705199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210327 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -27051980.000000 Penalty: 6080.662598
	Iteration 40F: 3 clusters Score -2.705198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 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 416 members 
Entering Unmasked Estep 
Score: -89572.414062 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89572.41 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90001.203125 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -90001.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90167.164062 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90167.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90257.703125 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -90257.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90322.937500 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -90322.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90367.726562 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90367.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90417.039062 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90417.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90475.460938 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90475.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90582.804688 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90582.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90732.710938 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90732.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90808.468750 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90808.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90842.929688 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90842.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90854.218750 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90854.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90864.742188 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -90864.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90878.710938 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -90878.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90884.437500 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -90884.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90885.343750 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -90885.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90885.343750 Penalty: 3349.705322
	Iteration 17F: 3 clusters Score -90885.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 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 322 members 
Entering Unmasked Estep 
Score: -68785.101562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68785.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69053.187500 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69053.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69216.523438 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69216.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69465.718750 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -69465.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69692.750000 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -69692.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69864.656250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69864.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70017.210938 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -70017.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70056.914062 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -70056.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70080.789062 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -70080.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70089.085938 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -70089.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70093.289062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -70093.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70093.289062 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -70093.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49710.710938 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49710.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49851.738281 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49851.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49906.468750 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49906.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49927.414062 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49927.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49936.425781 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49936.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49942.175781 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49942.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49942.175781 Penalty: 3027.977295
	Iteration 6F: 3 clusters Score -49942.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -1054038.625000 Penalty: 2247.911133
	Iteration 0F: 2 clusters Score -1054039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1047168.312500 Penalty: 4495.822266
	Iteration 0F: 3 clusters Score -1047168 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1049028.500000 Penalty: 4495.822266
	Iteration 1F: 3 clusters Score -1049028 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1049312.250000 Penalty: 4495.822266
	Iteration 2F: 3 clusters Score -1049312 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1049512.625000 Penalty: 4495.822266
	Iteration 3F: 3 clusters Score -1049513 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1049669.875000 Penalty: 4495.822266
	Iteration 4Q: 3 clusters Score -1049670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1049834.000000 Penalty: 4495.822266
	Iteration 5Q: 3 clusters Score -1049834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1049999.875000 Penalty: 4495.822266
	Iteration 6Q: 3 clusters Score -1050000 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1050202.500000 Penalty: 4495.822266
	Iteration 7Q: 3 clusters Score -1050202 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1050465.875000 Penalty: 4495.822266
	Iteration 8Q: 3 clusters Score -1050466 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1050763.750000 Penalty: 4495.822266
	Iteration 9Q: 3 clusters Score -1050764 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1051025.125000 Penalty: 4495.822266
	Iteration 10Q: 3 clusters Score -1051025 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1051275.875000 Penalty: 4495.822266
	Iteration 11Q: 3 clusters Score -1051276 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1051506.375000 Penalty: 4495.822266
	Iteration 12Q: 3 clusters Score -1051506 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1051758.625000 Penalty: 4495.822266
	Iteration 13Q: 3 clusters Score -1051759 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1051984.250000 Penalty: 4495.822266
	Iteration 14Q: 3 clusters Score -1051984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1052161.000000 Penalty: 4495.822266
	Iteration 15Q: 3 clusters Score -1052161 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1052305.375000 Penalty: 4495.822266
	Iteration 16Q: 3 clusters Score -1052305 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1052424.375000 Penalty: 4495.822266
	Iteration 17Q: 3 clusters Score -1052424 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1052533.250000 Penalty: 4495.822266
	Iteration 18Q: 3 clusters Score -1052533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1052617.125000 Penalty: 4495.822266
	Iteration 19Q: 3 clusters Score -1052617 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1052679.750000 Penalty: 4495.822266
	Iteration 20F: 3 clusters Score -1052680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1052722.250000 Penalty: 4495.822266
	Iteration 21Q: 3 clusters Score -1052722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1052752.625000 Penalty: 4495.822266
	Iteration 22Q: 3 clusters Score -1052753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1052776.375000 Penalty: 4495.822266
	Iteration 23Q: 3 clusters Score -1052776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1052798.625000 Penalty: 4495.822266
	Iteration 24Q: 3 clusters Score -1052799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1052819.250000 Penalty: 4495.822266
	Iteration 25Q: 3 clusters Score -1052819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1052837.500000 Penalty: 4495.822266
	Iteration 26Q: 3 clusters Score -1052838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1052846.125000 Penalty: 4495.822266
	Iteration 27Q: 3 clusters Score -1052846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1052856.500000 Penalty: 4495.822266
	Iteration 28Q: 3 clusters Score -1052856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1052866.875000 Penalty: 4495.822266
	Iteration 29Q: 3 clusters Score -1052867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1052876.000000 Penalty: 4495.822266
	Iteration 30Q: 3 clusters Score -1052876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1052886.125000 Penalty: 4495.822266
	Iteration 31Q: 3 clusters Score -1052886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1052896.125000 Penalty: 4495.822266
	Iteration 32Q: 3 clusters Score -1052896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1052903.500000 Penalty: 4495.822266
	Iteration 33Q: 3 clusters Score -1052904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1052914.375000 Penalty: 4495.822266
	Iteration 34Q: 3 clusters Score -1052914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1052921.625000 Penalty: 4495.822266
	Iteration 35Q: 3 clusters Score -1052922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1052931.125000 Penalty: 4495.822266
	Iteration 36Q: 3 clusters Score -1052931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1052934.000000 Penalty: 4495.822266
	Iteration 37Q: 3 clusters Score -1052934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1052936.000000 Penalty: 4495.822266
	Iteration 38Q: 3 clusters Score -1052936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1052941.375000 Penalty: 4495.822266
	Iteration 39Q: 3 clusters Score -1052941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1052940.875000 Penalty: 4495.822266
	Iteration 40F: 3 clusters Score -1052941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1052945.625000 Penalty: 4495.822266
	Iteration 41Q: 3 clusters Score -1052946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1052947.250000 Penalty: 4495.822266
	Iteration 42Q: 3 clusters Score -1052947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1052948.875000 Penalty: 4495.822266
	Iteration 43Q: 3 clusters Score -1052949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1052949.500000 Penalty: 4495.822266
	Iteration 44Q: 3 clusters Score -1052950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1052955.500000 Penalty: 4495.822266
	Iteration 45Q: 3 clusters Score -1052956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1052956.875000 Penalty: 4495.822266
	Iteration 46Q: 3 clusters Score -1052957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1052960.125000 Penalty: 4495.822266
	Iteration 47Q: 3 clusters Score -1052960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1052960.250000 Penalty: 4495.822266
	Iteration 48Q: 3 clusters Score -1052960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1052960.375000 Penalty: 4495.822266
	Iteration 49Q: 3 clusters Score -1052960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1052963.250000 Penalty: 4495.822266
	Iteration 50Q: 3 clusters Score -1052963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1052962.625000 Penalty: 4495.822266
	Iteration 51Q: 3 clusters Score -1052963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1052961.750000 Penalty: 4495.822266
	Iteration 52Q: 3 clusters Score -1052962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1052964.000000 Penalty: 4495.822266
	Iteration 53Q: 3 clusters Score -1052964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1052964.250000 Penalty: 4495.822266
	Iteration 54Q: 3 clusters Score -1052964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1052962.000000 Penalty: 4495.822266
	Iteration 55Q: 3 clusters Score -1052962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1052962.750000 Penalty: 4495.822266
	Iteration 56Q: 3 clusters Score -1052963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1052966.875000 Penalty: 4495.822266
	Iteration 57Q: 3 clusters Score -1052967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1052968.000000 Penalty: 4495.822266
	Iteration 58Q: 3 clusters Score -1052968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1052969.500000 Penalty: 4495.822266
	Iteration 59Q: 3 clusters Score -1052970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1052974.000000 Penalty: 4495.822266
	Iteration 60F: 3 clusters Score -1052974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1052975.000000 Penalty: 4495.822266
	Iteration 61Q: 3 clusters Score -1052975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1052977.750000 Penalty: 4495.822266
	Iteration 62Q: 3 clusters Score -1052978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1052978.875000 Penalty: 4495.822266
	Iteration 63Q: 3 clusters Score -1052979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1052978.375000 Penalty: 4495.822266
	Iteration 64Q: 3 clusters Score -1052978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1052980.125000 Penalty: 4495.822266
	Iteration 65Q: 3 clusters Score -1052980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1052983.000000 Penalty: 4495.822266
	Iteration 66Q: 3 clusters Score -1052983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1052985.375000 Penalty: 4495.822266
	Iteration 67Q: 3 clusters Score -1052985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1052988.000000 Penalty: 4495.822266
	Iteration 68Q: 3 clusters Score -1052988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1052989.375000 Penalty: 4495.822266
	Iteration 69Q: 3 clusters Score -1052989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1052992.750000 Penalty: 4495.822266
	Iteration 70Q: 3 clusters Score -1052993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1052992.750000 Penalty: 4495.822266
	Iteration 71F: 3 clusters Score -1052993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35613.015625 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35613.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36021.804688 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -36021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36258.296875 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36258.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36501.410156 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -36501.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36613.683594 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36613.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36681.886719 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36681.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36736.199219 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36781.714844 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36781.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36790.339844 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36790.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36805.554688 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36805.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36805.554688 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -36805.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199546 members 
Mstep: Class 2 contains 66097 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 140292 members 
Mstep: Class 6 contains 36854 members 
Mstep: Class 7 contains 59366 members 
Mstep: Class 8 contains 32719 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175871 members 
Mstep: Class 11 contains 162719 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177924 members 
Mstep: Class 14 contains 19298 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210955 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437104.000000 Penalty: 76877.992188
Iteration 279Q: 23 clusters Score -1.664371e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 66132 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 140259 members 
Mstep: Class 6 contains 36847 members 
Mstep: Class 7 contains 59353 members 
Mstep: Class 8 contains 32712 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 175837 members 
Mstep: Class 11 contains 162903 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177880 members 
Mstep: Class 14 contains 19292 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210937 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8637 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436976.000000 Penalty: 76877.992188
Iteration 280F: 23 clusters Score -1.66437e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199480 members 
Mstep: Class 2 contains 66158 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 140241 members 
Mstep: Class 6 contains 36840 members 
Mstep: Class 7 contains 59343 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 175832 members 
Mstep: Class 11 contains 163099 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177801 members 
Mstep: Class 14 contains 19283 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210894 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8635 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437328.000000 Penalty: 76877.992188
Iteration 281Q: 23 clusters Score -1.664373e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 66181 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 140218 members 
Mstep: Class 6 contains 36837 members 
Mstep: Class 7 contains 59320 members 
Mstep: Class 8 contains 32708 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 175851 members 
Mstep: Class 11 contains 163288 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177710 members 
Mstep: Class 14 contains 19281 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210857 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8632 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437072.000000 Penalty: 76877.992188
Iteration 282Q: 23 clusters Score -1.664371e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199410 members 
Mstep: Class 2 contains 66204 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 14251 members 
Mstep: Class 5 contains 140193 members 
Mstep: Class 6 contains 36834 members 
Mstep: Class 7 contains 59303 members 
Mstep: Class 8 contains 32712 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 175887 members 
Mstep: Class 11 contains 163457 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177646 members 
Mstep: Class 14 contains 19282 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210804 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8630 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437024.000000 Penalty: 76877.992188
Iteration 283Q: 23 clusters Score -1.66437e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199411 members 
Mstep: Class 2 contains 66219 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 140167 members 
Mstep: Class 6 contains 36843 members 
Mstep: Class 7 contains 59278 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175896 members 
Mstep: Class 11 contains 163615 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177558 members 
Mstep: Class 14 contains 19284 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210770 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 76877.992188
Iteration 284Q: 23 clusters Score -1.664371e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199402 members 
Mstep: Class 2 contains 66225 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 14237 members 
Mstep: Class 5 contains 140136 members 
Mstep: Class 6 contains 36853 members 
Mstep: Class 7 contains 59254 members 
Mstep: Class 8 contains 32720 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175928 members 
Mstep: Class 11 contains 163772 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177451 members 
Mstep: Class 14 contains 19289 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210747 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437008.000000 Penalty: 76877.992188
Iteration 285Q: 23 clusters Score -1.66437e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199369 members 
Mstep: Class 2 contains 66233 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 14234 members 
Mstep: Class 5 contains 140099 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 59241 members 
Mstep: Class 8 contains 32720 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175970 members 
Mstep: Class 11 contains 163906 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177387 members 
Mstep: Class 14 contains 19287 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210718 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437216.000000 Penalty: 76877.992188
Iteration 286Q: 23 clusters Score -1.664372e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199310 members 
Mstep: Class 2 contains 66245 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 140073 members 
Mstep: Class 6 contains 36849 members 
Mstep: Class 7 contains 59226 members 
Mstep: Class 8 contains 32722 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176029 members 
Mstep: Class 11 contains 164039 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177333 members 
Mstep: Class 14 contains 19289 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210698 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8624 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 23 clusters Score -1.664372e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199300 members 
Mstep: Class 2 contains 66258 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 140057 members 
Mstep: Class 6 contains 36845 members 
Mstep: Class 7 contains 59213 members 
Mstep: Class 8 contains 32727 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176058 members 
Mstep: Class 11 contains 164156 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177293 members 
Mstep: Class 14 contains 19286 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210640 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8622 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437200.000000 Penalty: 76877.992188
Iteration 288Q: 23 clusters Score -1.664372e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199298 members 
Mstep: Class 2 contains 66278 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 140039 members 
Mstep: Class 6 contains 36839 members 
Mstep: Class 7 contains 59206 members 
Mstep: Class 8 contains 32730 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176060 members 
Mstep: Class 11 contains 164267 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177249 members 
Mstep: Class 14 contains 19283 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210609 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8620 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 23 clusters Score -1.664375e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199315 members 
Mstep: Class 2 contains 66304 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 139991 members 
Mstep: Class 6 contains 36836 members 
Mstep: Class 7 contains 59196 members 
Mstep: Class 8 contains 32733 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176056 members 
Mstep: Class 11 contains 164381 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177206 members 
Mstep: Class 14 contains 19282 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210571 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8614 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 290Q: 23 clusters Score -1.664375e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199364 members 
Mstep: Class 2 contains 66323 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 139942 members 
Mstep: Class 6 contains 36814 members 
Mstep: Class 7 contains 59188 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176051 members 
Mstep: Class 11 contains 164481 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177186 members 
Mstep: Class 14 contains 19280 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210513 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8608 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 23 clusters Score -1.664375e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 66335 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 14205 members 
Mstep: Class 5 contains 139903 members 
Mstep: Class 6 contains 36801 members 
Mstep: Class 7 contains 59181 members 
Mstep: Class 8 contains 32752 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176072 members 
Mstep: Class 11 contains 164581 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 177168 members 
Mstep: Class 14 contains 19278 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210463 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8603 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437088.000000 Penalty: 76877.992188
Iteration 292Q: 23 clusters Score -1.664371e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199398 members 
Mstep: Class 2 contains 66342 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 139867 members 
Mstep: Class 6 contains 36796 members 
Mstep: Class 7 contains 59160 members 
Mstep: Class 8 contains 32768 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176084 members 
Mstep: Class 11 contains 164659 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177172 members 
Mstep: Class 14 contains 19275 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210406 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 293Q: 23 clusters Score -1.664372e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199408 members 
Mstep: Class 2 contains 66349 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 139820 members 
Mstep: Class 6 contains 36781 members 
Mstep: Class 7 contains 59144 members 
Mstep: Class 8 contains 32779 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176098 members 
Mstep: Class 11 contains 164712 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177207 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210362 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 294Q: 23 clusters Score -1.664371e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199450 members 
Mstep: Class 2 contains 66354 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 139790 members 
Mstep: Class 6 contains 36783 members 
Mstep: Class 7 contains 59130 members 
Mstep: Class 8 contains 32787 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176062 members 
Mstep: Class 11 contains 164764 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177231 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210325 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 23 clusters Score -1.664372e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199486 members 
Mstep: Class 2 contains 66357 members 
Mstep: Class 3 contains 2233 members 
Mstep: Class 4 contains 14202 members 
Mstep: Class 5 contains 139773 members 
Mstep: Class 6 contains 36778 members 
Mstep: Class 7 contains 59126 members 
Mstep: Class 8 contains 32790 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176053 members 
Mstep: Class 11 contains 164820 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177230 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210263 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 23 clusters Score -1.664371e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 66356 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 14208 members 
Mstep: Class 5 contains 139744 members 
Mstep: Class 6 contains 36778 members 
Mstep: Class 7 contains 59123 members 
Mstep: Class 8 contains 32789 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176047 members 
Mstep: Class 11 contains 164869 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177241 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210210 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 297Q: 23 clusters Score -1.664371e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 66361 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 139716 members 
Mstep: Class 6 contains 36777 members 
Mstep: Class 7 contains 59111 members 
Mstep: Class 8 contains 32792 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176064 members 
Mstep: Class 11 contains 164925 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177235 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210163 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 298Q: 23 clusters Score -1.664371e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199503 members 
Mstep: Class 2 contains 66369 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 139683 members 
Mstep: Class 6 contains 36779 members 
Mstep: Class 7 contains 59106 members 
Mstep: Class 8 contains 32797 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176075 members 
Mstep: Class 11 contains 164984 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177240 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210144 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 23 clusters Score -1.664372e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199495 members 
Mstep: Class 2 contains 66376 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 139656 members 
Mstep: Class 6 contains 36777 members 
Mstep: Class 7 contains 59099 members 
Mstep: Class 8 contains 32807 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176098 members 
Mstep: Class 11 contains 165044 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177235 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210097 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 300F: 23 clusters Score -1.664372e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 66381 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 139635 members 
Mstep: Class 6 contains 36771 members 
Mstep: Class 7 contains 59093 members 
Mstep: Class 8 contains 32812 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176136 members 
Mstep: Class 11 contains 165079 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177233 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210063 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 23 clusters Score -1.664372e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199497 members 
Mstep: Class 2 contains 66393 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 139615 members 
Mstep: Class 6 contains 36765 members 
Mstep: Class 7 contains 59088 members 
Mstep: Class 8 contains 32822 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176157 members 
Mstep: Class 11 contains 165108 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177232 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 210013 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 23 clusters Score -1.664372e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199509 members 
Mstep: Class 2 contains 66408 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 139603 members 
Mstep: Class 6 contains 36763 members 
Mstep: Class 7 contains 59079 members 
Mstep: Class 8 contains 32832 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176155 members 
Mstep: Class 11 contains 165129 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177257 members 
Mstep: Class 14 contains 19268 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209955 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 303Q: 23 clusters Score -1.664371e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199500 members 
Mstep: Class 2 contains 66418 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 139595 members 
Mstep: Class 6 contains 36760 members 
Mstep: Class 7 contains 59064 members 
Mstep: Class 8 contains 32842 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176171 members 
Mstep: Class 11 contains 165156 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177281 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209915 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 304Q: 23 clusters Score -1.664372e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 66431 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 139593 members 
Mstep: Class 6 contains 36755 members 
Mstep: Class 7 contains 59051 members 
Mstep: Class 8 contains 32842 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176174 members 
Mstep: Class 11 contains 165169 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177308 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209866 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 305Q: 23 clusters Score -1.664374e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199528 members 
Mstep: Class 2 contains 66445 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 139589 members 
Mstep: Class 6 contains 36754 members 
Mstep: Class 7 contains 59037 members 
Mstep: Class 8 contains 32853 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176183 members 
Mstep: Class 11 contains 165182 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177316 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209810 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 306Q: 23 clusters Score -1.664372e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 66452 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 139572 members 
Mstep: Class 6 contains 36747 members 
Mstep: Class 7 contains 59026 members 
Mstep: Class 8 contains 32860 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176179 members 
Mstep: Class 11 contains 165211 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177332 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209765 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 307Q: 23 clusters Score -1.66437e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199579 members 
Mstep: Class 2 contains 66459 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 139566 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 59009 members 
Mstep: Class 8 contains 32859 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176181 members 
Mstep: Class 11 contains 165241 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177334 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209733 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 308Q: 23 clusters Score -1.664371e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199604 members 
Mstep: Class 2 contains 66472 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 139558 members 
Mstep: Class 6 contains 36740 members 
Mstep: Class 7 contains 58990 members 
Mstep: Class 8 contains 32858 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176170 members 
Mstep: Class 11 contains 165260 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177345 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209710 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 309Q: 23 clusters Score -1.664371e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 66482 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14185 members 
Mstep: Class 5 contains 139551 members 
Mstep: Class 6 contains 36743 members 
Mstep: Class 7 contains 58975 members 
Mstep: Class 8 contains 32862 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176179 members 
Mstep: Class 11 contains 165290 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177343 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209687 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 310Q: 23 clusters Score -1.664372e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 66493 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14186 members 
Mstep: Class 5 contains 139560 members 
Mstep: Class 6 contains 36737 members 
Mstep: Class 7 contains 58957 members 
Mstep: Class 8 contains 32865 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176184 members 
Mstep: Class 11 contains 165316 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177333 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209643 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
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Iteration 311Q: 23 clusters Score -1.66437e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199673 members 
Mstep: Class 2 contains 66501 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 139566 members 
Mstep: Class 6 contains 36736 members 
Mstep: Class 7 contains 58944 members 
Mstep: Class 8 contains 32872 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176167 members 
Mstep: Class 11 contains 165346 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177319 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209591 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437184.000000 Penalty: 76877.992188
Iteration 312Q: 23 clusters Score -1.664372e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199722 members 
Mstep: Class 2 contains 66505 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 139565 members 
Mstep: Class 6 contains 36730 members 
Mstep: Class 7 contains 58932 members 
Mstep: Class 8 contains 32886 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176150 members 
Mstep: Class 11 contains 165363 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177319 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209543 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 76877.992188
Iteration 313Q: 23 clusters Score -1.664372e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 66512 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 139561 members 
Mstep: Class 6 contains 36725 members 
Mstep: Class 7 contains 58918 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176132 members 
Mstep: Class 11 contains 165384 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177343 members 
Mstep: Class 14 contains 19269 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209486 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437056.000000 Penalty: 76877.992188
Iteration 314Q: 23 clusters Score -1.664371e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199805 members 
Mstep: Class 2 contains 66514 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14176 members 
Mstep: Class 5 contains 139550 members 
Mstep: Class 6 contains 36718 members 
Mstep: Class 7 contains 58904 members 
Mstep: Class 8 contains 32896 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 176107 members 
Mstep: Class 11 contains 165408 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177367 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209448 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 76877.992188
Iteration 315Q: 23 clusters Score -1.664372e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199864 members 
Mstep: Class 2 contains 66513 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 139548 members 
Mstep: Class 6 contains 36709 members 
Mstep: Class 7 contains 58885 members 
Mstep: Class 8 contains 32893 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176090 members 
Mstep: Class 11 contains 165438 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177375 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209402 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437168.000000 Penalty: 76877.992188
Iteration 316Q: 23 clusters Score -1.664372e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199936 members 
Mstep: Class 2 contains 66518 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 139556 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 32891 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176057 members 
Mstep: Class 11 contains 165459 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177369 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209348 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437072.000000 Penalty: 76877.992188
Iteration 317Q: 23 clusters Score -1.664371e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 199994 members 
Mstep: Class 2 contains 66519 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 139553 members 
Mstep: Class 6 contains 36709 members 
Mstep: Class 7 contains 58865 members 
Mstep: Class 8 contains 32889 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 176039 members 
Mstep: Class 11 contains 165477 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177371 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209300 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437136.000000 Penalty: 76877.992188
Iteration 318Q: 23 clusters Score -1.664371e+08 nChanged 351
Entering ConstructFrom: 
Score: -166437136.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (200046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200046 members 
Entering Unmasked Estep 
Score: -25662932.000000 Penalty: 3027.163086
	Iteration 0F: 2 clusters Score -2.566293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 99974 members 
Entering Unmasked Estep 
Score: -25532768.000000 Penalty: 6054.326172
	Iteration 0F: 3 clusters Score -2.553277e+07 nChanged 96402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -25589764.000000 Penalty: 6054.326172
	Iteration 1F: 3 clusters Score -2.558976e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -25591362.000000 Penalty: 6054.326172
	Iteration 2Q: 3 clusters Score -2.559136e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -25594416.000000 Penalty: 6054.326172
	Iteration 3Q: 3 clusters Score -2.559442e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110834 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -25599076.000000 Penalty: 6054.326172
	Iteration 4Q: 3 clusters Score -2.559908e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -25606054.000000 Penalty: 6054.326172
	Iteration 5F: 3 clusters Score -2.560605e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -25616052.000000 Penalty: 6054.326172
	Iteration 6F: 3 clusters Score -2.561605e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -25628874.000000 Penalty: 6054.326172
	Iteration 7F: 3 clusters Score -2.562887e+07 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -25641090.000000 Penalty: 6054.326172
	Iteration 8F: 3 clusters Score -2.564109e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -25648976.000000 Penalty: 6054.326172
	Iteration 9F: 3 clusters Score -2.564898e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -25652456.000000 Penalty: 6054.326172
	Iteration 10Q: 3 clusters Score -2.565246e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -25654464.000000 Penalty: 6054.326172
	Iteration 11Q: 3 clusters Score -2.565446e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -25656108.000000 Penalty: 6054.326172
	Iteration 12Q: 3 clusters Score -2.565611e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -25657352.000000 Penalty: 6054.326172
	Iteration 13Q: 3 clusters Score -2.565735e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -25658446.000000 Penalty: 6054.326172
	Iteration 14Q: 3 clusters Score -2.565845e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -25659474.000000 Penalty: 6054.326172
	Iteration 15Q: 3 clusters Score -2.565947e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172420 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -25660342.000000 Penalty: 6054.326172
	Iteration 16Q: 3 clusters Score -2.566034e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -25661084.000000 Penalty: 6054.326172
	Iteration 17Q: 3 clusters Score -2.566108e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178839 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -25661586.000000 Penalty: 6054.326172
	Iteration 18Q: 3 clusters Score -2.566159e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181714 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -25662142.000000 Penalty: 6054.326172
	Iteration 19Q: 3 clusters Score -2.566214e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -25662522.000000 Penalty: 6054.326172
	Iteration 20F: 3 clusters Score -2.566252e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -25662738.000000 Penalty: 6054.326172
	Iteration 21Q: 3 clusters Score -2.566274e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188639 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -25662780.000000 Penalty: 6054.326172
	Iteration 22Q: 3 clusters Score -2.566278e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -25662932.000000 Penalty: 6054.326172
	Iteration 23Q: 3 clusters Score -2.566293e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -25662732.000000 Penalty: 6054.326172
	Iteration 24Q: 3 clusters Score -2.566273e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -25662622.000000 Penalty: 6054.326172
	Iteration 25Q: 3 clusters Score -2.566262e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193908 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -25662446.000000 Penalty: 6054.326172
	Iteration 26Q: 3 clusters Score -2.566245e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194701 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -25662344.000000 Penalty: 6054.326172
	Iteration 27Q: 3 clusters Score -2.566234e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195333 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -25662266.000000 Penalty: 6054.326172
	Iteration 28Q: 3 clusters Score -2.566227e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -25662182.000000 Penalty: 6054.326172
	Iteration 29Q: 3 clusters Score -2.566218e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196245 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -25662154.000000 Penalty: 6054.326172
	Iteration 30Q: 3 clusters Score -2.566215e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -25662116.000000 Penalty: 6054.326172
	Iteration 31Q: 3 clusters Score -2.566212e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -25662000.000000 Penalty: 6054.326172
	Iteration 32Q: 3 clusters Score -2.5662e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197111 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -25661996.000000 Penalty: 6054.326172
	Iteration 33Q: 3 clusters Score -2.5662e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197305 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25661976.000000 Penalty: 6054.326172
	Iteration 34Q: 3 clusters Score -2.566198e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197462 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -25661884.000000 Penalty: 6054.326172
	Iteration 35Q: 3 clusters Score -2.566188e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197586 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25661904.000000 Penalty: 6054.326172
	Iteration 36Q: 3 clusters Score -2.56619e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25661858.000000 Penalty: 6054.326172
	Iteration 37Q: 3 clusters Score -2.566186e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197763 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -25661858.000000 Penalty: 6054.326172
	Iteration 38Q: 3 clusters Score -2.566186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197824 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25661842.000000 Penalty: 6054.326172
	Iteration 39Q: 3 clusters Score -2.566184e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197874 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25661784.000000 Penalty: 6054.326172
	Iteration 40F: 3 clusters Score -2.566178e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197924 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -25661778.000000 Penalty: 6054.326172
	Iteration 41Q: 3 clusters Score -2.566178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25661762.000000 Penalty: 6054.326172
	Iteration 42Q: 3 clusters Score -2.566176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198014 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25661746.000000 Penalty: 6054.326172
	Iteration 43Q: 3 clusters Score -2.566175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198051 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -25661710.000000 Penalty: 6054.326172
	Iteration 44Q: 3 clusters Score -2.566171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198076 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25661704.000000 Penalty: 6054.326172
	Iteration 45Q: 3 clusters Score -2.56617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198102 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25661690.000000 Penalty: 6054.326172
	Iteration 46Q: 3 clusters Score -2.566169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198124 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -25661650.000000 Penalty: 6054.326172
	Iteration 47Q: 3 clusters Score -2.566165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198137 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25661662.000000 Penalty: 6054.326172
	Iteration 48Q: 3 clusters Score -2.566166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198152 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25661672.000000 Penalty: 6054.326172
	Iteration 49Q: 3 clusters Score -2.566167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -25661672.000000 Penalty: 6054.326172
	Iteration 50Q: 3 clusters Score -2.566167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -25661658.000000 Penalty: 6054.326172
	Iteration 51Q: 3 clusters Score -2.566166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198182 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -25661644.000000 Penalty: 6054.326172
	Iteration 52Q: 3 clusters Score -2.566164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -25661646.000000 Penalty: 6054.326172
	Iteration 53Q: 3 clusters Score -2.566165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198195 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -25661634.000000 Penalty: 6054.326172
	Iteration 54Q: 3 clusters Score -2.566163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198204 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -25661620.000000 Penalty: 6054.326172
	Iteration 55Q: 3 clusters Score -2.566162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198215 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25661622.000000 Penalty: 6054.326172
	Iteration 56Q: 3 clusters Score -2.566162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198227 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -25661630.000000 Penalty: 6054.326172
	Iteration 57Q: 3 clusters Score -2.566163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -25661616.000000 Penalty: 6054.326172
	Iteration 58Q: 3 clusters Score -2.566162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -25661622.000000 Penalty: 6054.326172
	Iteration 59Q: 3 clusters Score -2.566162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198254 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -25661600.000000 Penalty: 6054.326172
	Iteration 60F: 3 clusters Score -2.56616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198267 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -25661596.000000 Penalty: 6054.326172
	Iteration 61Q: 3 clusters Score -2.56616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198281 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25661594.000000 Penalty: 6054.326172
	Iteration 62Q: 3 clusters Score -2.566159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -25661580.000000 Penalty: 6054.326172
	Iteration 63Q: 3 clusters Score -2.566158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -25661570.000000 Penalty: 6054.326172
	Iteration 64Q: 3 clusters Score -2.566157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198310 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25661572.000000 Penalty: 6054.326172
	Iteration 65Q: 3 clusters Score -2.566157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198318 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -25661584.000000 Penalty: 6054.326172
	Iteration 66Q: 3 clusters Score -2.566158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198327 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -25661544.000000 Penalty: 6054.326172
	Iteration 67Q: 3 clusters Score -2.566154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198334 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25661534.000000 Penalty: 6054.326172
	Iteration 68Q: 3 clusters Score -2.566153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198339 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -25661508.000000 Penalty: 6054.326172
	Iteration 69Q: 3 clusters Score -2.566151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -25661536.000000 Penalty: 6054.326172
	Iteration 70Q: 3 clusters Score -2.566154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198347 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -25661530.000000 Penalty: 6054.326172
	Iteration 71Q: 3 clusters Score -2.566153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25661516.000000 Penalty: 6054.326172
	Iteration 72Q: 3 clusters Score -2.566152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -25661516.000000 Penalty: 6054.326172
	Iteration 73Q: 3 clusters Score -2.566152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198358 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25661530.000000 Penalty: 6054.326172
	Iteration 74Q: 3 clusters Score -2.566153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198367 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -25661534.000000 Penalty: 6054.326172
	Iteration 75Q: 3 clusters Score -2.566153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25661540.000000 Penalty: 6054.326172
	Iteration 76Q: 3 clusters Score -2.566154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -25661526.000000 Penalty: 6054.326172
	Iteration 77Q: 3 clusters Score -2.566153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198393 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -25661536.000000 Penalty: 6054.326172
	Iteration 78Q: 3 clusters Score -2.566154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198394 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25661528.000000 Penalty: 6054.326172
	Iteration 79Q: 3 clusters Score -2.566153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198395 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -25661526.000000 Penalty: 6054.326172
	Iteration 80F: 3 clusters Score -2.566153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198396 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -25661516.000000 Penalty: 6054.326172
	Iteration 81Q: 3 clusters Score -2.566152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198396 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -25661516.000000 Penalty: 6054.326172
	Iteration 82F: 3 clusters Score -2.566152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Entering Unmasked Estep 
Score: -8317711.500000 Penalty: 2754.092773
	Iteration 0F: 2 clusters Score -8317712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -8273228.500000 Penalty: 5508.185547
	Iteration 0F: 3 clusters Score -8273228 nChanged 30989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -8290433.000000 Penalty: 5508.185547
	Iteration 1F: 3 clusters Score -8290433 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8291138.500000 Penalty: 5508.185547
	Iteration 2Q: 3 clusters Score -8291138 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -8292054.000000 Penalty: 5508.185547
	Iteration 3Q: 3 clusters Score -8292054 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -8293194.500000 Penalty: 5508.185547
	Iteration 4Q: 3 clusters Score -8293194 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -8294750.500000 Penalty: 5508.185547
	Iteration 5Q: 3 clusters Score -8294750 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8296778.000000 Penalty: 5508.185547
	Iteration 6Q: 3 clusters Score -8296778 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -8299041.500000 Penalty: 5508.185547
	Iteration 7F: 3 clusters Score -8299042 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8301096.500000 Penalty: 5508.185547
	Iteration 8F: 3 clusters Score -8301096 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -8302934.500000 Penalty: 5508.185547
	Iteration 9Q: 3 clusters Score -8302934 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8304538.000000 Penalty: 5508.185547
	Iteration 10Q: 3 clusters Score -8304538 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8305834.000000 Penalty: 5508.185547
	Iteration 11Q: 3 clusters Score -8305834 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -8307116.500000 Penalty: 5508.185547
	Iteration 12Q: 3 clusters Score -8307116 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8308299.000000 Penalty: 5508.185547
	Iteration 13Q: 3 clusters Score -8308299 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -8309390.500000 Penalty: 5508.185547
	Iteration 14Q: 3 clusters Score -8309390 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -8310451.000000 Penalty: 5508.185547
	Iteration 15Q: 3 clusters Score -8310451 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -8311487.000000 Penalty: 5508.185547
	Iteration 16Q: 3 clusters Score -8311487 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -8312279.000000 Penalty: 5508.185547
	Iteration 17Q: 3 clusters Score -8312279 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8313009.500000 Penalty: 5508.185547
	Iteration 18Q: 3 clusters Score -8313010 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -8313593.000000 Penalty: 5508.185547
	Iteration 19Q: 3 clusters Score -8313593 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8314070.500000 Penalty: 5508.185547
	Iteration 20F: 3 clusters Score -8314070 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8314461.000000 Penalty: 5508.185547
	Iteration 21Q: 3 clusters Score -8314461 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8314755.000000 Penalty: 5508.185547
	Iteration 22Q: 3 clusters Score -8314755 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8314967.000000 Penalty: 5508.185547
	Iteration 23Q: 3 clusters Score -8314967 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8315112.500000 Penalty: 5508.185547
	Iteration 24Q: 3 clusters Score -8315112 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8315229.500000 Penalty: 5508.185547
	Iteration 25Q: 3 clusters Score -8315230 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8315304.500000 Penalty: 5508.185547
	Iteration 26Q: 3 clusters Score -8315304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -8315327.500000 Penalty: 5508.185547
	Iteration 27Q: 3 clusters Score -8315328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8315385.500000 Penalty: 5508.185547
	Iteration 28Q: 3 clusters Score -8315386 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8315416.000000 Penalty: 5508.185547
	Iteration 29Q: 3 clusters Score -8315416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8315439.500000 Penalty: 5508.185547
	Iteration 30Q: 3 clusters Score -8315440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8315464.500000 Penalty: 5508.185547
	Iteration 31Q: 3 clusters Score -8315464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8315489.000000 Penalty: 5508.185547
	Iteration 32Q: 3 clusters Score -8315489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8315497.000000 Penalty: 5508.185547
	Iteration 33Q: 3 clusters Score -8315497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8315507.000000 Penalty: 5508.185547
	Iteration 34Q: 3 clusters Score -8315507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8315511.000000 Penalty: 5508.185547
	Iteration 35Q: 3 clusters Score -8315511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8315537.500000 Penalty: 5508.185547
	Iteration 36Q: 3 clusters Score -8315538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8315539.500000 Penalty: 5508.185547
	Iteration 37Q: 3 clusters Score -8315540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8315542.000000 Penalty: 5508.185547
	Iteration 38Q: 3 clusters Score -8315542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8315572.000000 Penalty: 5508.185547
	Iteration 39Q: 3 clusters Score -8315572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8315570.500000 Penalty: 5508.185547
	Iteration 40F: 3 clusters Score -8315570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8315573.000000 Penalty: 5508.185547
	Iteration 41Q: 3 clusters Score -8315573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8315589.500000 Penalty: 5508.185547
	Iteration 42Q: 3 clusters Score -8315590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8315602.000000 Penalty: 5508.185547
	Iteration 43Q: 3 clusters Score -8315602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8315595.500000 Penalty: 5508.185547
	Iteration 44Q: 3 clusters Score -8315596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8315607.500000 Penalty: 5508.185547
	Iteration 45Q: 3 clusters Score -8315608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8315612.000000 Penalty: 5508.185547
	Iteration 46Q: 3 clusters Score -8315612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8315605.000000 Penalty: 5508.185547
	Iteration 47Q: 3 clusters Score -8315605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8315614.000000 Penalty: 5508.185547
	Iteration 48Q: 3 clusters Score -8315614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8315611.000000 Penalty: 5508.185547
	Iteration 49Q: 3 clusters Score -8315611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8315613.000000 Penalty: 5508.185547
	Iteration 50Q: 3 clusters Score -8315613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8315614.000000 Penalty: 5508.185547
	Iteration 51Q: 3 clusters Score -8315614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8315610.500000 Penalty: 5508.185547
	Iteration 52Q: 3 clusters Score -8315610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8315614.000000 Penalty: 5508.185547
	Iteration 53Q: 3 clusters Score -8315614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8315624.000000 Penalty: 5508.185547
	Iteration 54Q: 3 clusters Score -8315624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8315629.000000 Penalty: 5508.185547
	Iteration 55Q: 3 clusters Score -8315629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8315632.000000 Penalty: 5508.185547
	Iteration 56Q: 3 clusters Score -8315632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8315641.500000 Penalty: 5508.185547
	Iteration 57Q: 3 clusters Score -8315642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8315643.000000 Penalty: 5508.185547
	Iteration 58Q: 3 clusters Score -8315643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8315646.000000 Penalty: 5508.185547
	Iteration 59Q: 3 clusters Score -8315646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8315645.500000 Penalty: 5508.185547
	Iteration 60F: 3 clusters Score -8315646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8315657.500000 Penalty: 5508.185547
	Iteration 61Q: 3 clusters Score -8315658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8315668.500000 Penalty: 5508.185547
	Iteration 62Q: 3 clusters Score -8315668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8315663.000000 Penalty: 5508.185547
	Iteration 63Q: 3 clusters Score -8315663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8315662.000000 Penalty: 5508.185547
	Iteration 64Q: 3 clusters Score -8315662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8315657.000000 Penalty: 5508.185547
	Iteration 65Q: 3 clusters Score -8315657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8315666.500000 Penalty: 5508.185547
	Iteration 66Q: 3 clusters Score -8315666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8315665.500000 Penalty: 5508.185547
	Iteration 67Q: 3 clusters Score -8315666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8315672.000000 Penalty: 5508.185547
	Iteration 68Q: 3 clusters Score -8315672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8315670.500000 Penalty: 5508.185547
	Iteration 69Q: 3 clusters Score -8315670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8315675.000000 Penalty: 5508.185547
	Iteration 70Q: 3 clusters Score -8315675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8315673.000000 Penalty: 5508.185547
	Iteration 71Q: 3 clusters Score -8315673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8315669.000000 Penalty: 5508.185547
	Iteration 72Q: 3 clusters Score -8315669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8315680.500000 Penalty: 5508.185547
	Iteration 73Q: 3 clusters Score -8315680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8315682.000000 Penalty: 5508.185547
	Iteration 74Q: 3 clusters Score -8315682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8315672.000000 Penalty: 5508.185547
	Iteration 75Q: 3 clusters Score -8315672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8315683.000000 Penalty: 5508.185547
	Iteration 76Q: 3 clusters Score -8315683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8315679.500000 Penalty: 5508.185547
	Iteration 77Q: 3 clusters Score -8315680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8315689.000000 Penalty: 5508.185547
	Iteration 78Q: 3 clusters Score -8315689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8315684.000000 Penalty: 5508.185547
	Iteration 79Q: 3 clusters Score -8315684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8315685.500000 Penalty: 5508.185547
	Iteration 80F: 3 clusters Score -8315686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8315689.500000 Penalty: 5508.185547
	Iteration 81Q: 3 clusters Score -8315690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8315680.000000 Penalty: 5508.185547
	Iteration 82Q: 3 clusters Score -8315680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8315682.000000 Penalty: 5508.185547
	Iteration 83Q: 3 clusters Score -8315682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8315678.500000 Penalty: 5508.185547
	Iteration 84Q: 3 clusters Score -8315678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8315684.500000 Penalty: 5508.185547
	Iteration 85Q: 3 clusters Score -8315684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8315678.500000 Penalty: 5508.185547
	Iteration 86Q: 3 clusters Score -8315678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8315685.000000 Penalty: 5508.185547
	Iteration 87Q: 3 clusters Score -8315685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8315685.000000 Penalty: 5508.185547
	Iteration 88F: 3 clusters Score -8315685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -287048.031250 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -287048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284268.687500 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -284268.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284753.375000 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -284753.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -284905.281250 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -284905.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -284987.437500 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -284987.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285038.218750 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -285038.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285074.781250 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -285074.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285104.500000 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -285104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285126.750000 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -285126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285141.656250 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -285141.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285152.312500 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -285152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285160.312500 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -285160.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285165.093750 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -285165.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -285171.843750 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -285171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -285176.968750 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -285177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285180.906250 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -285180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -285183.750000 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -285183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285191.093750 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -285191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285194.031250 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -285194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285196.437500 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -285196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285198.343750 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -285198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285202.625000 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -285202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -285205.500000 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -285205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -285208.531250 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -285208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -285210.937500 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -285210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -285212.781250 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -285212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -285215.187500 Penalty: 3821.139648
	Iteration 25Q: 3 clusters Score -285215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -285216.625000 Penalty: 3821.139648
	Iteration 26Q: 3 clusters Score -285216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285218.718750 Penalty: 3821.139648
	Iteration 27Q: 3 clusters Score -285218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285218.875000 Penalty: 3821.139648
	Iteration 28Q: 3 clusters Score -285218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285218.875000 Penalty: 3821.139648
	Iteration 29F: 3 clusters Score -285218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Entering Unmasked Estep 
Score: -1749316.625000 Penalty: 2370.760254
	Iteration 0F: 2 clusters Score -1749317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1738919.375000 Penalty: 4741.520508
	Iteration 0F: 3 clusters Score -1738919 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1742415.750000 Penalty: 4741.520508
	Iteration 1F: 3 clusters Score -1742416 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1743114.250000 Penalty: 4741.520508
	Iteration 2F: 3 clusters Score -1743114 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1743866.250000 Penalty: 4741.520508
	Iteration 3F: 3 clusters Score -1743866 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1744587.250000 Penalty: 4741.520508
	Iteration 4F: 3 clusters Score -1744587 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1745155.000000 Penalty: 4741.520508
	Iteration 5F: 3 clusters Score -1745155 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1745601.250000 Penalty: 4741.520508
	Iteration 6F: 3 clusters Score -1745601 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1745926.125000 Penalty: 4741.520508
	Iteration 7Q: 3 clusters Score -1745926 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1746193.125000 Penalty: 4741.520508
	Iteration 8Q: 3 clusters Score -1746193 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1746460.375000 Penalty: 4741.520508
	Iteration 9Q: 3 clusters Score -1746460 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1746696.500000 Penalty: 4741.520508
	Iteration 10Q: 3 clusters Score -1746696 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1746887.625000 Penalty: 4741.520508
	Iteration 11Q: 3 clusters Score -1746888 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1747064.500000 Penalty: 4741.520508
	Iteration 12Q: 3 clusters Score -1747064 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1747222.000000 Penalty: 4741.520508
	Iteration 13Q: 3 clusters Score -1747222 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1747371.250000 Penalty: 4741.520508
	Iteration 14Q: 3 clusters Score -1747371 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1747530.000000 Penalty: 4741.520508
	Iteration 15Q: 3 clusters Score -1747530 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1747674.500000 Penalty: 4741.520508
	Iteration 16Q: 3 clusters Score -1747674 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1747778.500000 Penalty: 4741.520508
	Iteration 17Q: 3 clusters Score -1747778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1747881.750000 Penalty: 4741.520508
	Iteration 18Q: 3 clusters Score -1747882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1747977.250000 Penalty: 4741.520508
	Iteration 19Q: 3 clusters Score -1747977 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1748075.500000 Penalty: 4741.520508
	Iteration 20F: 3 clusters Score -1748076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1748189.500000 Penalty: 4741.520508
	Iteration 21Q: 3 clusters Score -1748190 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1748334.375000 Penalty: 4741.520508
	Iteration 22Q: 3 clusters Score -1748334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1748454.750000 Penalty: 4741.520508
	Iteration 23Q: 3 clusters Score -1748455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1748521.000000 Penalty: 4741.520508
	Iteration 24Q: 3 clusters Score -1748521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1748558.875000 Penalty: 4741.520508
	Iteration 25Q: 3 clusters Score -1748559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1748584.750000 Penalty: 4741.520508
	Iteration 26Q: 3 clusters Score -1748585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1748597.375000 Penalty: 4741.520508
	Iteration 27Q: 3 clusters Score -1748597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1748610.750000 Penalty: 4741.520508
	Iteration 28Q: 3 clusters Score -1748611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1748619.750000 Penalty: 4741.520508
	Iteration 29Q: 3 clusters Score -1748620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1748622.250000 Penalty: 4741.520508
	Iteration 30Q: 3 clusters Score -1748622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1748622.750000 Penalty: 4741.520508
	Iteration 31Q: 3 clusters Score -1748623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1748633.000000 Penalty: 4741.520508
	Iteration 32Q: 3 clusters Score -1748633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1748633.750000 Penalty: 4741.520508
	Iteration 33Q: 3 clusters Score -1748634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1748637.875000 Penalty: 4741.520508
	Iteration 34Q: 3 clusters Score -1748638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1748635.875000 Penalty: 4741.520508
	Iteration 35Q: 3 clusters Score -1748636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1748637.250000 Penalty: 4741.520508
	Iteration 36Q: 3 clusters Score -1748637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1748637.875000 Penalty: 4741.520508
	Iteration 37Q: 3 clusters Score -1748638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1748639.000000 Penalty: 4741.520508
	Iteration 38Q: 3 clusters Score -1748639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1748639.000000 Penalty: 4741.520508
	Iteration 39F: 3 clusters Score -1748639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Entering Unmasked Estep 
Score: -18094816.000000 Penalty: 2937.832764
	Iteration 0F: 2 clusters Score -1.809482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -18001766.000000 Penalty: 5875.665527
	Iteration 0F: 3 clusters Score -1.800177e+07 nChanged 66565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -18040038.000000 Penalty: 5875.665527
	Iteration 1F: 3 clusters Score -1.804004e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -18040746.000000 Penalty: 5875.665527
	Iteration 2Q: 3 clusters Score -1.804075e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -18041334.000000 Penalty: 5875.665527
	Iteration 3Q: 3 clusters Score -1.804133e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -18041962.000000 Penalty: 5875.665527
	Iteration 4Q: 3 clusters Score -1.804196e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -18042600.000000 Penalty: 5875.665527
	Iteration 5Q: 3 clusters Score -1.80426e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -18043402.000000 Penalty: 5875.665527
	Iteration 6Q: 3 clusters Score -1.80434e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -18044426.000000 Penalty: 5875.665527
	Iteration 7Q: 3 clusters Score -1.804443e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -18046060.000000 Penalty: 5875.665527
	Iteration 8Q: 3 clusters Score -1.804606e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -18048472.000000 Penalty: 5875.665527
	Iteration 9Q: 3 clusters Score -1.804847e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -18052396.000000 Penalty: 5875.665527
	Iteration 10Q: 3 clusters Score -1.80524e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -18058134.000000 Penalty: 5875.665527
	Iteration 11F: 3 clusters Score -1.805813e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -18065132.000000 Penalty: 5875.665527
	Iteration 12F: 3 clusters Score -1.806513e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -18071032.000000 Penalty: 5875.665527
	Iteration 13F: 3 clusters Score -1.807103e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -18074424.000000 Penalty: 5875.665527
	Iteration 14Q: 3 clusters Score -1.807442e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -18076274.000000 Penalty: 5875.665527
	Iteration 15Q: 3 clusters Score -1.807627e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -18077716.000000 Penalty: 5875.665527
	Iteration 16Q: 3 clusters Score -1.807772e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -18078988.000000 Penalty: 5875.665527
	Iteration 17Q: 3 clusters Score -1.807899e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -18080294.000000 Penalty: 5875.665527
	Iteration 18Q: 3 clusters Score -1.808029e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -18081530.000000 Penalty: 5875.665527
	Iteration 19Q: 3 clusters Score -1.808153e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -18082726.000000 Penalty: 5875.665527
	Iteration 20F: 3 clusters Score -1.808273e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -18083948.000000 Penalty: 5875.665527
	Iteration 21Q: 3 clusters Score -1.808395e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -18084968.000000 Penalty: 5875.665527
	Iteration 22Q: 3 clusters Score -1.808497e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -18085886.000000 Penalty: 5875.665527
	Iteration 23Q: 3 clusters Score -1.808589e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -18086570.000000 Penalty: 5875.665527
	Iteration 24Q: 3 clusters Score -1.808657e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -18087176.000000 Penalty: 5875.665527
	Iteration 25Q: 3 clusters Score -1.808718e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -18087842.000000 Penalty: 5875.665527
	Iteration 26Q: 3 clusters Score -1.808784e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -18088286.000000 Penalty: 5875.665527
	Iteration 27Q: 3 clusters Score -1.808829e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -18088776.000000 Penalty: 5875.665527
	Iteration 28Q: 3 clusters Score -1.808878e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -18089196.000000 Penalty: 5875.665527
	Iteration 29Q: 3 clusters Score -1.80892e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -18089546.000000 Penalty: 5875.665527
	Iteration 30Q: 3 clusters Score -1.808955e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -18089848.000000 Penalty: 5875.665527
	Iteration 31Q: 3 clusters Score -1.808985e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130819 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -18090146.000000 Penalty: 5875.665527
	Iteration 32Q: 3 clusters Score -1.809015e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -18090368.000000 Penalty: 5875.665527
	Iteration 33Q: 3 clusters Score -1.809037e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -18090542.000000 Penalty: 5875.665527
	Iteration 34Q: 3 clusters Score -1.809054e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132515 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -18090668.000000 Penalty: 5875.665527
	Iteration 35Q: 3 clusters Score -1.809067e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -18090772.000000 Penalty: 5875.665527
	Iteration 36Q: 3 clusters Score -1.809077e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -18090928.000000 Penalty: 5875.665527
	Iteration 37Q: 3 clusters Score -1.809093e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -18091028.000000 Penalty: 5875.665527
	Iteration 38Q: 3 clusters Score -1.809103e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18091100.000000 Penalty: 5875.665527
	Iteration 39Q: 3 clusters Score -1.80911e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134581 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -18091196.000000 Penalty: 5875.665527
	Iteration 40F: 3 clusters Score -1.80912e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -18091272.000000 Penalty: 5875.665527
	Iteration 41Q: 3 clusters Score -1.809127e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135257 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -18091400.000000 Penalty: 5875.665527
	Iteration 42Q: 3 clusters Score -1.80914e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -18091468.000000 Penalty: 5875.665527
	Iteration 43Q: 3 clusters Score -1.809147e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -18091558.000000 Penalty: 5875.665527
	Iteration 44Q: 3 clusters Score -1.809156e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -18091634.000000 Penalty: 5875.665527
	Iteration 45Q: 3 clusters Score -1.809163e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -18091674.000000 Penalty: 5875.665527
	Iteration 46Q: 3 clusters Score -1.809167e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136554 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18091752.000000 Penalty: 5875.665527
	Iteration 47Q: 3 clusters Score -1.809175e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -18091784.000000 Penalty: 5875.665527
	Iteration 48Q: 3 clusters Score -1.809178e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18091838.000000 Penalty: 5875.665527
	Iteration 49Q: 3 clusters Score -1.809184e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137137 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -18091872.000000 Penalty: 5875.665527
	Iteration 50Q: 3 clusters Score -1.809187e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -18091944.000000 Penalty: 5875.665527
	Iteration 51Q: 3 clusters Score -1.809194e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137481 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -18092002.000000 Penalty: 5875.665527
	Iteration 52Q: 3 clusters Score -1.8092e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137606 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18092054.000000 Penalty: 5875.665527
	Iteration 53Q: 3 clusters Score -1.809205e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18092096.000000 Penalty: 5875.665527
	Iteration 54Q: 3 clusters Score -1.80921e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137831 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -18092162.000000 Penalty: 5875.665527
	Iteration 55Q: 3 clusters Score -1.809216e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -18092204.000000 Penalty: 5875.665527
	Iteration 56Q: 3 clusters Score -1.80922e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -18092280.000000 Penalty: 5875.665527
	Iteration 57Q: 3 clusters Score -1.809228e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18092290.000000 Penalty: 5875.665527
	Iteration 58Q: 3 clusters Score -1.809229e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138165 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -18092304.000000 Penalty: 5875.665527
	Iteration 59Q: 3 clusters Score -1.80923e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18092316.000000 Penalty: 5875.665527
	Iteration 60F: 3 clusters Score -1.809232e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -18092332.000000 Penalty: 5875.665527
	Iteration 61Q: 3 clusters Score -1.809233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18092350.000000 Penalty: 5875.665527
	Iteration 62Q: 3 clusters Score -1.809235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -18092348.000000 Penalty: 5875.665527
	Iteration 63Q: 3 clusters Score -1.809235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -18092384.000000 Penalty: 5875.665527
	Iteration 64Q: 3 clusters Score -1.809238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18092400.000000 Penalty: 5875.665527
	Iteration 65Q: 3 clusters Score -1.80924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18092414.000000 Penalty: 5875.665527
	Iteration 66Q: 3 clusters Score -1.809241e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18092404.000000 Penalty: 5875.665527
	Iteration 67Q: 3 clusters Score -1.80924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18092434.000000 Penalty: 5875.665527
	Iteration 68Q: 3 clusters Score -1.809243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18092410.000000 Penalty: 5875.665527
	Iteration 69Q: 3 clusters Score -1.809241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18092434.000000 Penalty: 5875.665527
	Iteration 70Q: 3 clusters Score -1.809243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18092440.000000 Penalty: 5875.665527
	Iteration 71Q: 3 clusters Score -1.809244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18092430.000000 Penalty: 5875.665527
	Iteration 72Q: 3 clusters Score -1.809243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -18092434.000000 Penalty: 5875.665527
	Iteration 73Q: 3 clusters Score -1.809243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18092436.000000 Penalty: 5875.665527
	Iteration 74Q: 3 clusters Score -1.809244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18092454.000000 Penalty: 5875.665527
	Iteration 75Q: 3 clusters Score -1.809245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18092452.000000 Penalty: 5875.665527
	Iteration 76Q: 3 clusters Score -1.809245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -18092460.000000 Penalty: 5875.665527
	Iteration 77Q: 3 clusters Score -1.809246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18092462.000000 Penalty: 5875.665527
	Iteration 78Q: 3 clusters Score -1.809246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 79Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -18092466.000000 Penalty: 5875.665527
	Iteration 80F: 3 clusters Score -1.809247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 81Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -18092466.000000 Penalty: 5875.665527
	Iteration 82Q: 3 clusters Score -1.809247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138621 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -18092482.000000 Penalty: 5875.665527
	Iteration 83Q: 3 clusters Score -1.809248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138626 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 84Q: 3 clusters Score -1.809247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 85Q: 3 clusters Score -1.809247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18092476.000000 Penalty: 5875.665527
	Iteration 86Q: 3 clusters Score -1.809248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 87Q: 3 clusters Score -1.809247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 88Q: 3 clusters Score -1.809247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 89Q: 3 clusters Score -1.809247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 90Q: 3 clusters Score -1.809247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 91Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18092462.000000 Penalty: 5875.665527
	Iteration 92Q: 3 clusters Score -1.809246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 93Q: 3 clusters Score -1.809247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 94Q: 3 clusters Score -1.809247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18092466.000000 Penalty: 5875.665527
	Iteration 95Q: 3 clusters Score -1.809247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 96Q: 3 clusters Score -1.809247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 97Q: 3 clusters Score -1.809247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18092470.000000 Penalty: 5875.665527
	Iteration 98Q: 3 clusters Score -1.809247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18092478.000000 Penalty: 5875.665527
	Iteration 99Q: 3 clusters Score -1.809248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 100F: 3 clusters Score -1.809247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138689 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18092474.000000 Penalty: 5875.665527
	Iteration 101Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 102Q: 3 clusters Score -1.809247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18092468.000000 Penalty: 5875.665527
	Iteration 103Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -18092466.000000 Penalty: 5875.665527
	Iteration 104Q: 3 clusters Score -1.809247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18092462.000000 Penalty: 5875.665527
	Iteration 105Q: 3 clusters Score -1.809246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -18092476.000000 Penalty: 5875.665527
	Iteration 106Q: 3 clusters Score -1.809248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -18092480.000000 Penalty: 5875.665527
	Iteration 107Q: 3 clusters Score -1.809248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -18092484.000000 Penalty: 5875.665527
	Iteration 108Q: 3 clusters Score -1.809248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18092486.000000 Penalty: 5875.665527
	Iteration 109Q: 3 clusters Score -1.809249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18092486.000000 Penalty: 5875.665527
	Iteration 110F: 3 clusters Score -1.809249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Entering Unmasked Estep 
Score: -4776163.500000 Penalty: 2606.652588
	Iteration 0F: 2 clusters Score -4776164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4751215.000000 Penalty: 5213.305176
	Iteration 0F: 3 clusters Score -4751215 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4760435.000000 Penalty: 5213.305176
	Iteration 1F: 3 clusters Score -4760435 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4761017.500000 Penalty: 5213.305176
	Iteration 2Q: 3 clusters Score -4761018 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4761639.500000 Penalty: 5213.305176
	Iteration 3Q: 3 clusters Score -4761640 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4762496.000000 Penalty: 5213.305176
	Iteration 4Q: 3 clusters Score -4762496 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4763727.000000 Penalty: 5213.305176
	Iteration 5F: 3 clusters Score -4763727 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4765393.500000 Penalty: 5213.305176
	Iteration 6F: 3 clusters Score -4765394 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4767684.000000 Penalty: 5213.305176
	Iteration 7F: 3 clusters Score -4767684 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4770121.000000 Penalty: 5213.305176
	Iteration 8F: 3 clusters Score -4770121 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4771853.000000 Penalty: 5213.305176
	Iteration 9F: 3 clusters Score -4771853 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4772568.500000 Penalty: 5213.305176
	Iteration 10Q: 3 clusters Score -4772568 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4772879.500000 Penalty: 5213.305176
	Iteration 11Q: 3 clusters Score -4772880 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4773023.500000 Penalty: 5213.305176
	Iteration 12Q: 3 clusters Score -4773024 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4773141.500000 Penalty: 5213.305176
	Iteration 13Q: 3 clusters Score -4773142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4773222.000000 Penalty: 5213.305176
	Iteration 14Q: 3 clusters Score -4773222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4773305.000000 Penalty: 5213.305176
	Iteration 15Q: 3 clusters Score -4773305 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4773353.500000 Penalty: 5213.305176
	Iteration 16Q: 3 clusters Score -4773354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4773441.500000 Penalty: 5213.305176
	Iteration 17Q: 3 clusters Score -4773442 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4773506.000000 Penalty: 5213.305176
	Iteration 18Q: 3 clusters Score -4773506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4773561.000000 Penalty: 5213.305176
	Iteration 19Q: 3 clusters Score -4773561 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4773629.500000 Penalty: 5213.305176
	Iteration 20F: 3 clusters Score -4773630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4773663.000000 Penalty: 5213.305176
	Iteration 21Q: 3 clusters Score -4773663 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4773693.000000 Penalty: 5213.305176
	Iteration 22Q: 3 clusters Score -4773693 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4773717.000000 Penalty: 5213.305176
	Iteration 23Q: 3 clusters Score -4773717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4773744.500000 Penalty: 5213.305176
	Iteration 24Q: 3 clusters Score -4773744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4773789.500000 Penalty: 5213.305176
	Iteration 25Q: 3 clusters Score -4773790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4773805.500000 Penalty: 5213.305176
	Iteration 26Q: 3 clusters Score -4773806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4773822.500000 Penalty: 5213.305176
	Iteration 27Q: 3 clusters Score -4773822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4773852.500000 Penalty: 5213.305176
	Iteration 28Q: 3 clusters Score -4773852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4773860.000000 Penalty: 5213.305176
	Iteration 29Q: 3 clusters Score -4773860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4773890.000000 Penalty: 5213.305176
	Iteration 30Q: 3 clusters Score -4773890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4773916.500000 Penalty: 5213.305176
	Iteration 31Q: 3 clusters Score -4773916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4773937.000000 Penalty: 5213.305176
	Iteration 32Q: 3 clusters Score -4773937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4773953.500000 Penalty: 5213.305176
	Iteration 33Q: 3 clusters Score -4773954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4773968.000000 Penalty: 5213.305176
	Iteration 34Q: 3 clusters Score -4773968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4773994.500000 Penalty: 5213.305176
	Iteration 35Q: 3 clusters Score -4773994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4774023.000000 Penalty: 5213.305176
	Iteration 36Q: 3 clusters Score -4774023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4774037.500000 Penalty: 5213.305176
	Iteration 37Q: 3 clusters Score -4774038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4774055.500000 Penalty: 5213.305176
	Iteration 38Q: 3 clusters Score -4774056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4774073.000000 Penalty: 5213.305176
	Iteration 39Q: 3 clusters Score -4774073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4774084.000000 Penalty: 5213.305176
	Iteration 40F: 3 clusters Score -4774084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4774087.000000 Penalty: 5213.305176
	Iteration 41Q: 3 clusters Score -4774087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4774094.500000 Penalty: 5213.305176
	Iteration 42Q: 3 clusters Score -4774094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4774099.000000 Penalty: 5213.305176
	Iteration 43Q: 3 clusters Score -4774099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4774098.000000 Penalty: 5213.305176
	Iteration 44Q: 3 clusters Score -4774098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4774103.500000 Penalty: 5213.305176
	Iteration 45Q: 3 clusters Score -4774104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4774115.000000 Penalty: 5213.305176
	Iteration 46Q: 3 clusters Score -4774115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4774129.000000 Penalty: 5213.305176
	Iteration 47Q: 3 clusters Score -4774129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4774140.000000 Penalty: 5213.305176
	Iteration 48Q: 3 clusters Score -4774140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4774145.500000 Penalty: 5213.305176
	Iteration 49Q: 3 clusters Score -4774146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4774143.000000 Penalty: 5213.305176
	Iteration 50Q: 3 clusters Score -4774143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4774158.000000 Penalty: 5213.305176
	Iteration 51Q: 3 clusters Score -4774158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4774154.500000 Penalty: 5213.305176
	Iteration 52Q: 3 clusters Score -4774154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4774155.500000 Penalty: 5213.305176
	Iteration 53Q: 3 clusters Score -4774156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4774158.500000 Penalty: 5213.305176
	Iteration 54Q: 3 clusters Score -4774158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4774152.000000 Penalty: 5213.305176
	Iteration 55Q: 3 clusters Score -4774152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4774151.500000 Penalty: 5213.305176
	Iteration 56Q: 3 clusters Score -4774152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4774154.000000 Penalty: 5213.305176
	Iteration 57Q: 3 clusters Score -4774154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4774153.500000 Penalty: 5213.305176
	Iteration 58Q: 3 clusters Score -4774154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4774153.500000 Penalty: 5213.305176
	Iteration 59Q: 3 clusters Score -4774154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4774161.500000 Penalty: 5213.305176
	Iteration 60F: 3 clusters Score -4774162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4774157.000000 Penalty: 5213.305176
	Iteration 61Q: 3 clusters Score -4774157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4774153.500000 Penalty: 5213.305176
	Iteration 62Q: 3 clusters Score -4774154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4774156.000000 Penalty: 5213.305176
	Iteration 63Q: 3 clusters Score -4774156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4774156.500000 Penalty: 5213.305176
	Iteration 64Q: 3 clusters Score -4774156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4774157.500000 Penalty: 5213.305176
	Iteration 65Q: 3 clusters Score -4774158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4774157.000000 Penalty: 5213.305176
	Iteration 66Q: 3 clusters Score -4774157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4774162.500000 Penalty: 5213.305176
	Iteration 67Q: 3 clusters Score -4774162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4774157.000000 Penalty: 5213.305176
	Iteration 68Q: 3 clusters Score -4774157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4774161.000000 Penalty: 5213.305176
	Iteration 69Q: 3 clusters Score -4774161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4774161.000000 Penalty: 5213.305176
	Iteration 70Q: 3 clusters Score -4774161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4774167.000000 Penalty: 5213.305176
	Iteration 71Q: 3 clusters Score -4774167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4774164.500000 Penalty: 5213.305176
	Iteration 72Q: 3 clusters Score -4774164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4774172.000000 Penalty: 5213.305176
	Iteration 73Q: 3 clusters Score -4774172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4774176.500000 Penalty: 5213.305176
	Iteration 74Q: 3 clusters Score -4774176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4774178.500000 Penalty: 5213.305176
	Iteration 75Q: 3 clusters Score -4774178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4774180.000000 Penalty: 5213.305176
	Iteration 76Q: 3 clusters Score -4774180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4774179.000000 Penalty: 5213.305176
	Iteration 77Q: 3 clusters Score -4774179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4774174.500000 Penalty: 5213.305176
	Iteration 78Q: 3 clusters Score -4774174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4774172.500000 Penalty: 5213.305176
	Iteration 79Q: 3 clusters Score -4774172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4774178.000000 Penalty: 5213.305176
	Iteration 80F: 3 clusters Score -4774178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4774187.500000 Penalty: 5213.305176
	Iteration 81Q: 3 clusters Score -4774188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4774182.500000 Penalty: 5213.305176
	Iteration 82Q: 3 clusters Score -4774182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4774189.500000 Penalty: 5213.305176
	Iteration 83Q: 3 clusters Score -4774190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4774187.000000 Penalty: 5213.305176
	Iteration 84Q: 3 clusters Score -4774187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4774190.000000 Penalty: 5213.305176
	Iteration 85Q: 3 clusters Score -4774190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4774184.500000 Penalty: 5213.305176
	Iteration 86Q: 3 clusters Score -4774184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4774184.500000 Penalty: 5213.305176
	Iteration 87Q: 3 clusters Score -4774184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4774190.500000 Penalty: 5213.305176
	Iteration 88Q: 3 clusters Score -4774190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4774192.000000 Penalty: 5213.305176
	Iteration 89Q: 3 clusters Score -4774192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4774192.000000 Penalty: 5213.305176
	Iteration 90F: 3 clusters Score -4774192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Entering Unmasked Estep 
Score: -7674981.500000 Penalty: 2723.763428
	Iteration 0F: 2 clusters Score -7674982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7635366.500000 Penalty: 5447.526855
	Iteration 0F: 3 clusters Score -7635366 nChanged 27343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -7650681.000000 Penalty: 5447.526855
	Iteration 1F: 3 clusters Score -7650681 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -7651158.000000 Penalty: 5447.526855
	Iteration 2Q: 3 clusters Score -7651158 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -7651545.000000 Penalty: 5447.526855
	Iteration 3Q: 3 clusters Score -7651545 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -7651901.000000 Penalty: 5447.526855
	Iteration 4Q: 3 clusters Score -7651901 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -7652237.500000 Penalty: 5447.526855
	Iteration 5Q: 3 clusters Score -7652238 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -7652567.500000 Penalty: 5447.526855
	Iteration 6Q: 3 clusters Score -7652568 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7652898.500000 Penalty: 5447.526855
	Iteration 7Q: 3 clusters Score -7652898 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7653288.000000 Penalty: 5447.526855
	Iteration 8Q: 3 clusters Score -7653288 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -7653841.500000 Penalty: 5447.526855
	Iteration 9Q: 3 clusters Score -7653842 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7654688.500000 Penalty: 5447.526855
	Iteration 10Q: 3 clusters Score -7654688 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -7655965.500000 Penalty: 5447.526855
	Iteration 11Q: 3 clusters Score -7655966 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -7657597.500000 Penalty: 5447.526855
	Iteration 12Q: 3 clusters Score -7657598 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -7659777.500000 Penalty: 5447.526855
	Iteration 13F: 3 clusters Score -7659778 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7662250.500000 Penalty: 5447.526855
	Iteration 14F: 3 clusters Score -7662250 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7664116.500000 Penalty: 5447.526855
	Iteration 15F: 3 clusters Score -7664116 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7665080.000000 Penalty: 5447.526855
	Iteration 16Q: 3 clusters Score -7665080 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7665486.000000 Penalty: 5447.526855
	Iteration 17Q: 3 clusters Score -7665486 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7665730.500000 Penalty: 5447.526855
	Iteration 18Q: 3 clusters Score -7665730 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7665890.500000 Penalty: 5447.526855
	Iteration 19Q: 3 clusters Score -7665890 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7666010.000000 Penalty: 5447.526855
	Iteration 20F: 3 clusters Score -7666010 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7666151.500000 Penalty: 5447.526855
	Iteration 21Q: 3 clusters Score -7666152 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7666350.000000 Penalty: 5447.526855
	Iteration 22Q: 3 clusters Score -7666350 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7666534.500000 Penalty: 5447.526855
	Iteration 23Q: 3 clusters Score -7666534 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7666705.000000 Penalty: 5447.526855
	Iteration 24Q: 3 clusters Score -7666705 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -7666849.500000 Penalty: 5447.526855
	Iteration 25Q: 3 clusters Score -7666850 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -7667008.500000 Penalty: 5447.526855
	Iteration 26Q: 3 clusters Score -7667008 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -7667243.000000 Penalty: 5447.526855
	Iteration 27Q: 3 clusters Score -7667243 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -7667424.000000 Penalty: 5447.526855
	Iteration 28Q: 3 clusters Score -7667424 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -7667559.500000 Penalty: 5447.526855
	Iteration 29Q: 3 clusters Score -7667560 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -7667836.500000 Penalty: 5447.526855
	Iteration 30Q: 3 clusters Score -7667836 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -7667967.500000 Penalty: 5447.526855
	Iteration 31Q: 3 clusters Score -7667968 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7668220.000000 Penalty: 5447.526855
	Iteration 32Q: 3 clusters Score -7668220 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -7668513.500000 Penalty: 5447.526855
	Iteration 33Q: 3 clusters Score -7668514 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -7668747.500000 Penalty: 5447.526855
	Iteration 34Q: 3 clusters Score -7668748 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -7668976.500000 Penalty: 5447.526855
	Iteration 35Q: 3 clusters Score -7668976 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -7669227.000000 Penalty: 5447.526855
	Iteration 36Q: 3 clusters Score -7669227 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -7669471.000000 Penalty: 5447.526855
	Iteration 37Q: 3 clusters Score -7669471 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -7669748.000000 Penalty: 5447.526855
	Iteration 38Q: 3 clusters Score -7669748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -7669970.000000 Penalty: 5447.526855
	Iteration 39Q: 3 clusters Score -7669970 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -7670221.000000 Penalty: 5447.526855
	Iteration 40F: 3 clusters Score -7670221 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -7670420.000000 Penalty: 5447.526855
	Iteration 41Q: 3 clusters Score -7670420 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7670648.000000 Penalty: 5447.526855
	Iteration 42Q: 3 clusters Score -7670648 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -7670861.500000 Penalty: 5447.526855
	Iteration 43Q: 3 clusters Score -7670862 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7671061.500000 Penalty: 5447.526855
	Iteration 44Q: 3 clusters Score -7671062 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7671223.000000 Penalty: 5447.526855
	Iteration 45Q: 3 clusters Score -7671223 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -7671378.500000 Penalty: 5447.526855
	Iteration 46Q: 3 clusters Score -7671378 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -7671543.000000 Penalty: 5447.526855
	Iteration 47Q: 3 clusters Score -7671543 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7671698.000000 Penalty: 5447.526855
	Iteration 48Q: 3 clusters Score -7671698 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7671833.500000 Penalty: 5447.526855
	Iteration 49Q: 3 clusters Score -7671834 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -7671968.000000 Penalty: 5447.526855
	Iteration 50Q: 3 clusters Score -7671968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7672088.000000 Penalty: 5447.526855
	Iteration 51Q: 3 clusters Score -7672088 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -7672189.500000 Penalty: 5447.526855
	Iteration 52Q: 3 clusters Score -7672190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7672265.500000 Penalty: 5447.526855
	Iteration 53Q: 3 clusters Score -7672266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -7672325.000000 Penalty: 5447.526855
	Iteration 54Q: 3 clusters Score -7672325 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -7672387.000000 Penalty: 5447.526855
	Iteration 55Q: 3 clusters Score -7672387 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -7672431.000000 Penalty: 5447.526855
	Iteration 56Q: 3 clusters Score -7672431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -7672474.500000 Penalty: 5447.526855
	Iteration 57Q: 3 clusters Score -7672474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -7672518.000000 Penalty: 5447.526855
	Iteration 58Q: 3 clusters Score -7672518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -7672541.000000 Penalty: 5447.526855
	Iteration 59Q: 3 clusters Score -7672541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -7672570.000000 Penalty: 5447.526855
	Iteration 60F: 3 clusters Score -7672570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7672603.000000 Penalty: 5447.526855
	Iteration 61Q: 3 clusters Score -7672603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7672622.000000 Penalty: 5447.526855
	Iteration 62Q: 3 clusters Score -7672622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7672644.500000 Penalty: 5447.526855
	Iteration 63Q: 3 clusters Score -7672644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7672656.500000 Penalty: 5447.526855
	Iteration 64Q: 3 clusters Score -7672656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -7672669.000000 Penalty: 5447.526855
	Iteration 65Q: 3 clusters Score -7672669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7672686.000000 Penalty: 5447.526855
	Iteration 66Q: 3 clusters Score -7672686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -7672698.500000 Penalty: 5447.526855
	Iteration 67Q: 3 clusters Score -7672698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7672695.000000 Penalty: 5447.526855
	Iteration 68Q: 3 clusters Score -7672695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -7672708.500000 Penalty: 5447.526855
	Iteration 69Q: 3 clusters Score -7672708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -7672708.500000 Penalty: 5447.526855
	Iteration 70Q: 3 clusters Score -7672708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7672713.500000 Penalty: 5447.526855
	Iteration 71Q: 3 clusters Score -7672714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -7672722.000000 Penalty: 5447.526855
	Iteration 72Q: 3 clusters Score -7672722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -7672724.500000 Penalty: 5447.526855
	Iteration 73Q: 3 clusters Score -7672724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7672732.500000 Penalty: 5447.526855
	Iteration 74Q: 3 clusters Score -7672732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7672737.500000 Penalty: 5447.526855
	Iteration 75Q: 3 clusters Score -7672738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7672740.000000 Penalty: 5447.526855
	Iteration 76Q: 3 clusters Score -7672740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -7672747.500000 Penalty: 5447.526855
	Iteration 77Q: 3 clusters Score -7672748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -7672749.000000 Penalty: 5447.526855
	Iteration 78Q: 3 clusters Score -7672749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7672750.000000 Penalty: 5447.526855
	Iteration 79Q: 3 clusters Score -7672750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7672754.000000 Penalty: 5447.526855
	Iteration 80F: 3 clusters Score -7672754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7672753.000000 Penalty: 5447.526855
	Iteration 81Q: 3 clusters Score -7672753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -7672756.000000 Penalty: 5447.526855
	Iteration 82Q: 3 clusters Score -7672756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -7672755.000000 Penalty: 5447.526855
	Iteration 83Q: 3 clusters Score -7672755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -7672755.000000 Penalty: 5447.526855
	Iteration 84F: 3 clusters Score -7672755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Entering Unmasked Estep 
Score: -4290456.000000 Penalty: 2579.459473
	Iteration 0F: 2 clusters Score -4290456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4268024.000000 Penalty: 5158.918945
	Iteration 0F: 3 clusters Score -4268024 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4276168.000000 Penalty: 5158.918945
	Iteration 1F: 3 clusters Score -4276168 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4276666.000000 Penalty: 5158.918945
	Iteration 2Q: 3 clusters Score -4276666 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4277146.000000 Penalty: 5158.918945
	Iteration 3Q: 3 clusters Score -4277146 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4277713.500000 Penalty: 5158.918945
	Iteration 4Q: 3 clusters Score -4277714 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4278634.000000 Penalty: 5158.918945
	Iteration 5F: 3 clusters Score -4278634 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4280104.000000 Penalty: 5158.918945
	Iteration 6F: 3 clusters Score -4280104 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4282211.500000 Penalty: 5158.918945
	Iteration 7F: 3 clusters Score -4282212 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4284571.000000 Penalty: 5158.918945
	Iteration 8F: 3 clusters Score -4284571 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4286353.000000 Penalty: 5158.918945
	Iteration 9F: 3 clusters Score -4286353 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4287367.500000 Penalty: 5158.918945
	Iteration 10Q: 3 clusters Score -4287368 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4287875.500000 Penalty: 5158.918945
	Iteration 11Q: 3 clusters Score -4287876 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4288140.000000 Penalty: 5158.918945
	Iteration 12Q: 3 clusters Score -4288140 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4288295.500000 Penalty: 5158.918945
	Iteration 13Q: 3 clusters Score -4288296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4288390.500000 Penalty: 5158.918945
	Iteration 14Q: 3 clusters Score -4288390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4288450.500000 Penalty: 5158.918945
	Iteration 15Q: 3 clusters Score -4288450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4288489.000000 Penalty: 5158.918945
	Iteration 16Q: 3 clusters Score -4288489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4288501.500000 Penalty: 5158.918945
	Iteration 17Q: 3 clusters Score -4288502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4288521.000000 Penalty: 5158.918945
	Iteration 18Q: 3 clusters Score -4288521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4288526.500000 Penalty: 5158.918945
	Iteration 19Q: 3 clusters Score -4288526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4288539.000000 Penalty: 5158.918945
	Iteration 20F: 3 clusters Score -4288539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4288545.500000 Penalty: 5158.918945
	Iteration 21Q: 3 clusters Score -4288546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4288550.500000 Penalty: 5158.918945
	Iteration 22Q: 3 clusters Score -4288550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4288550.500000 Penalty: 5158.918945
	Iteration 23Q: 3 clusters Score -4288550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4288555.000000 Penalty: 5158.918945
	Iteration 24Q: 3 clusters Score -4288555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4288553.500000 Penalty: 5158.918945
	Iteration 25Q: 3 clusters Score -4288554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4288556.000000 Penalty: 5158.918945
	Iteration 26Q: 3 clusters Score -4288556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4288554.000000 Penalty: 5158.918945
	Iteration 27Q: 3 clusters Score -4288554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4288556.500000 Penalty: 5158.918945
	Iteration 28Q: 3 clusters Score -4288556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4288556.500000 Penalty: 5158.918945
	Iteration 29F: 3 clusters Score -4288556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -147639.328125 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -147639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145621.656250 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -145621.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146056.390625 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -146056.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146252.625000 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -146252.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -146459.062500 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -146459.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -146667.812500 Penalty: 3529.328613
	Iteration 4F: 3 clusters Score -146667.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146813.515625 Penalty: 3529.328613
	Iteration 5Q: 3 clusters Score -146813.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -146880.734375 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -146880.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -146903.265625 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -146903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146923.015625 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -146923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146940.531250 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -146940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146955.296875 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -146955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146964.578125 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -146964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146971.781250 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -146971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146977.000000 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -146977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146978.468750 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -146978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146978.468750 Penalty: 3529.328613
	Iteration 15F: 3 clusters Score -146978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Entering Unmasked Estep 
Score: -22679770.000000 Penalty: 2995.441406
	Iteration 0F: 2 clusters Score -2.267977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -22565584.000000 Penalty: 5990.882812
	Iteration 0F: 3 clusters Score -2.256558e+07 nChanged 84159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -22615988.000000 Penalty: 5990.882812
	Iteration 1F: 3 clusters Score -2.261599e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -22618100.000000 Penalty: 5990.882812
	Iteration 2Q: 3 clusters Score -2.26181e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -22621102.000000 Penalty: 5990.882812
	Iteration 3Q: 3 clusters Score -2.26211e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -22625174.000000 Penalty: 5990.882812
	Iteration 4Q: 3 clusters Score -2.262517e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -22630570.000000 Penalty: 5990.882812
	Iteration 5F: 3 clusters Score -2.263057e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -22638212.000000 Penalty: 5990.882812
	Iteration 6F: 3 clusters Score -2.263821e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -22646636.000000 Penalty: 5990.882812
	Iteration 7F: 3 clusters Score -2.264664e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -22654496.000000 Penalty: 5990.882812
	Iteration 8F: 3 clusters Score -2.26545e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -22659390.000000 Penalty: 5990.882812
	Iteration 9F: 3 clusters Score -2.265939e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -22661736.000000 Penalty: 5990.882812
	Iteration 10Q: 3 clusters Score -2.266174e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -22662672.000000 Penalty: 5990.882812
	Iteration 11Q: 3 clusters Score -2.266267e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -22663288.000000 Penalty: 5990.882812
	Iteration 12Q: 3 clusters Score -2.266329e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -22663744.000000 Penalty: 5990.882812
	Iteration 13Q: 3 clusters Score -2.266374e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -22664288.000000 Penalty: 5990.882812
	Iteration 14Q: 3 clusters Score -2.266429e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -22664600.000000 Penalty: 5990.882812
	Iteration 15Q: 3 clusters Score -2.26646e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -22664846.000000 Penalty: 5990.882812
	Iteration 16Q: 3 clusters Score -2.266485e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -22665204.000000 Penalty: 5990.882812
	Iteration 17Q: 3 clusters Score -2.26652e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -22665488.000000 Penalty: 5990.882812
	Iteration 18Q: 3 clusters Score -2.266549e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -22665854.000000 Penalty: 5990.882812
	Iteration 19Q: 3 clusters Score -2.266585e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -22666160.000000 Penalty: 5990.882812
	Iteration 20F: 3 clusters Score -2.266616e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 118651 members 
Entering Unmasked Estep 
Score: -22666668.000000 Penalty: 5990.882812
	Iteration 21Q: 3 clusters Score -2.266667e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -22667108.000000 Penalty: 5990.882812
	Iteration 22Q: 3 clusters Score -2.266711e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -22667404.000000 Penalty: 5990.882812
	Iteration 23Q: 3 clusters Score -2.26674e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -22667696.000000 Penalty: 5990.882812
	Iteration 24Q: 3 clusters Score -2.26677e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -22668152.000000 Penalty: 5990.882812
	Iteration 25Q: 3 clusters Score -2.266815e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -22668572.000000 Penalty: 5990.882812
	Iteration 26Q: 3 clusters Score -2.266857e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -22669108.000000 Penalty: 5990.882812
	Iteration 27Q: 3 clusters Score -2.266911e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -22669614.000000 Penalty: 5990.882812
	Iteration 28Q: 3 clusters Score -2.266961e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 134415 members 
Entering Unmasked Estep 
Score: -22670156.000000 Penalty: 5990.882812
	Iteration 29Q: 3 clusters Score -2.267016e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -22670610.000000 Penalty: 5990.882812
	Iteration 30Q: 3 clusters Score -2.267061e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -22671212.000000 Penalty: 5990.882812
	Iteration 31Q: 3 clusters Score -2.267121e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -22671718.000000 Penalty: 5990.882812
	Iteration 32Q: 3 clusters Score -2.267172e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -22672178.000000 Penalty: 5990.882812
	Iteration 33Q: 3 clusters Score -2.267218e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 144288 members 
Entering Unmasked Estep 
Score: -22672690.000000 Penalty: 5990.882812
	Iteration 34Q: 3 clusters Score -2.267269e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -22673298.000000 Penalty: 5990.882812
	Iteration 35Q: 3 clusters Score -2.26733e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -22673804.000000 Penalty: 5990.882812
	Iteration 36Q: 3 clusters Score -2.26738e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 150048 members 
Entering Unmasked Estep 
Score: -22674472.000000 Penalty: 5990.882812
	Iteration 37Q: 3 clusters Score -2.267447e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -22675032.000000 Penalty: 5990.882812
	Iteration 38Q: 3 clusters Score -2.267503e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -22675654.000000 Penalty: 5990.882812
	Iteration 39Q: 3 clusters Score -2.267565e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -22676236.000000 Penalty: 5990.882812
	Iteration 40F: 3 clusters Score -2.267624e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -22676736.000000 Penalty: 5990.882812
	Iteration 41Q: 3 clusters Score -2.267674e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -22677240.000000 Penalty: 5990.882812
	Iteration 42Q: 3 clusters Score -2.267724e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 161845 members 
Entering Unmasked Estep 
Score: -22677954.000000 Penalty: 5990.882812
	Iteration 43Q: 3 clusters Score -2.267795e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -22678262.000000 Penalty: 5990.882812
	Iteration 44Q: 3 clusters Score -2.267826e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 165527 members 
Entering Unmasked Estep 
Score: -22678748.000000 Penalty: 5990.882812
	Iteration 45Q: 3 clusters Score -2.267875e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 167130 members 
Entering Unmasked Estep 
Score: -22679170.000000 Penalty: 5990.882812
	Iteration 46Q: 3 clusters Score -2.267917e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -22679248.000000 Penalty: 5990.882812
	Iteration 47Q: 3 clusters Score -2.267925e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 169808 members 
Entering Unmasked Estep 
Score: -22679280.000000 Penalty: 5990.882812
	Iteration 48Q: 3 clusters Score -2.267928e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -22679298.000000 Penalty: 5990.882812
	Iteration 49Q: 3 clusters Score -2.26793e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -22679216.000000 Penalty: 5990.882812
	Iteration 50Q: 3 clusters Score -2.267922e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -22679112.000000 Penalty: 5990.882812
	Iteration 51Q: 3 clusters Score -2.267911e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 172782 members 
Entering Unmasked Estep 
Score: -22679036.000000 Penalty: 5990.882812
	Iteration 52Q: 3 clusters Score -2.267904e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -22678932.000000 Penalty: 5990.882812
	Iteration 53Q: 3 clusters Score -2.267893e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -22678918.000000 Penalty: 5990.882812
	Iteration 54Q: 3 clusters Score -2.267892e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -22678878.000000 Penalty: 5990.882812
	Iteration 55Q: 3 clusters Score -2.267888e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 173812 members 
Entering Unmasked Estep 
Score: -22678804.000000 Penalty: 5990.882812
	Iteration 56Q: 3 clusters Score -2.26788e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 173966 members 
Entering Unmasked Estep 
Score: -22678782.000000 Penalty: 5990.882812
	Iteration 57Q: 3 clusters Score -2.267878e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 174096 members 
Entering Unmasked Estep 
Score: -22678768.000000 Penalty: 5990.882812
	Iteration 58Q: 3 clusters Score -2.267877e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 174191 members 
Entering Unmasked Estep 
Score: -22678724.000000 Penalty: 5990.882812
	Iteration 59Q: 3 clusters Score -2.267872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 174247 members 
Entering Unmasked Estep 
Score: -22678730.000000 Penalty: 5990.882812
	Iteration 60F: 3 clusters Score -2.267873e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -22678706.000000 Penalty: 5990.882812
	Iteration 61Q: 3 clusters Score -2.267871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -22678698.000000 Penalty: 5990.882812
	Iteration 62Q: 3 clusters Score -2.26787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -22678650.000000 Penalty: 5990.882812
	Iteration 63Q: 3 clusters Score -2.267865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -22678644.000000 Penalty: 5990.882812
	Iteration 64Q: 3 clusters Score -2.267864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -22678654.000000 Penalty: 5990.882812
	Iteration 65Q: 3 clusters Score -2.267865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -22678650.000000 Penalty: 5990.882812
	Iteration 66Q: 3 clusters Score -2.267865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 174511 members 
Entering Unmasked Estep 
Score: -22678636.000000 Penalty: 5990.882812
	Iteration 67Q: 3 clusters Score -2.267864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -22678636.000000 Penalty: 5990.882812
	Iteration 68Q: 3 clusters Score -2.267864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -22678628.000000 Penalty: 5990.882812
	Iteration 69Q: 3 clusters Score -2.267863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -22678630.000000 Penalty: 5990.882812
	Iteration 70Q: 3 clusters Score -2.267863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -22678638.000000 Penalty: 5990.882812
	Iteration 71Q: 3 clusters Score -2.267864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -22678628.000000 Penalty: 5990.882812
	Iteration 72Q: 3 clusters Score -2.267863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 174576 members 
Entering Unmasked Estep 
Score: -22678634.000000 Penalty: 5990.882812
	Iteration 73Q: 3 clusters Score -2.267863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -22678600.000000 Penalty: 5990.882812
	Iteration 74Q: 3 clusters Score -2.26786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -22678602.000000 Penalty: 5990.882812
	Iteration 75Q: 3 clusters Score -2.26786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 174599 members 
Entering Unmasked Estep 
Score: -22678620.000000 Penalty: 5990.882812
	Iteration 76Q: 3 clusters Score -2.267862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 174603 members 
Entering Unmasked Estep 
Score: -22678622.000000 Penalty: 5990.882812
	Iteration 77Q: 3 clusters Score -2.267862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -22678614.000000 Penalty: 5990.882812
	Iteration 78Q: 3 clusters Score -2.267861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -22678620.000000 Penalty: 5990.882812
	Iteration 79Q: 3 clusters Score -2.267862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -22678612.000000 Penalty: 5990.882812
	Iteration 80F: 3 clusters Score -2.267861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -22678606.000000 Penalty: 5990.882812
	Iteration 81Q: 3 clusters Score -2.267861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 174619 members 
Entering Unmasked Estep 
Score: -22678600.000000 Penalty: 5990.882812
	Iteration 82Q: 3 clusters Score -2.26786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 174626 members 
Entering Unmasked Estep 
Score: -22678598.000000 Penalty: 5990.882812
	Iteration 83Q: 3 clusters Score -2.26786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -22678592.000000 Penalty: 5990.882812
	Iteration 84Q: 3 clusters Score -2.267859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -22678586.000000 Penalty: 5990.882812
	Iteration 85Q: 3 clusters Score -2.267859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -22678594.000000 Penalty: 5990.882812
	Iteration 86Q: 3 clusters Score -2.267859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -22678582.000000 Penalty: 5990.882812
	Iteration 87Q: 3 clusters Score -2.267858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -22678588.000000 Penalty: 5990.882812
	Iteration 88Q: 3 clusters Score -2.267859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -22678588.000000 Penalty: 5990.882812
	Iteration 89F: 3 clusters Score -2.267859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Entering Unmasked Estep 
Score: -21474178.000000 Penalty: 2980.146729
	Iteration 0F: 2 clusters Score -2.147418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -21365428.000000 Penalty: 5960.293457
	Iteration 0F: 3 clusters Score -2.136543e+07 nChanged 79228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -21411926.000000 Penalty: 5960.293457
	Iteration 1F: 3 clusters Score -2.141193e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -21412926.000000 Penalty: 5960.293457
	Iteration 2Q: 3 clusters Score -2.141293e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -21414386.000000 Penalty: 5960.293457
	Iteration 3Q: 3 clusters Score -2.141439e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -21416694.000000 Penalty: 5960.293457
	Iteration 4Q: 3 clusters Score -2.141669e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -21420522.000000 Penalty: 5960.293457
	Iteration 5Q: 3 clusters Score -2.142052e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -21426734.000000 Penalty: 5960.293457
	Iteration 6F: 3 clusters Score -2.142673e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -21435968.000000 Penalty: 5960.293457
	Iteration 7F: 3 clusters Score -2.143597e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -21445860.000000 Penalty: 5960.293457
	Iteration 8F: 3 clusters Score -2.144586e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -21451800.000000 Penalty: 5960.293457
	Iteration 9F: 3 clusters Score -2.14518e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -21454292.000000 Penalty: 5960.293457
	Iteration 10Q: 3 clusters Score -2.145429e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -21455520.000000 Penalty: 5960.293457
	Iteration 11Q: 3 clusters Score -2.145552e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -21456564.000000 Penalty: 5960.293457
	Iteration 12Q: 3 clusters Score -2.145656e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -21457620.000000 Penalty: 5960.293457
	Iteration 13Q: 3 clusters Score -2.145762e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -21458434.000000 Penalty: 5960.293457
	Iteration 14Q: 3 clusters Score -2.145843e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -21459396.000000 Penalty: 5960.293457
	Iteration 15Q: 3 clusters Score -2.14594e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -21460128.000000 Penalty: 5960.293457
	Iteration 16Q: 3 clusters Score -2.146013e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -21460970.000000 Penalty: 5960.293457
	Iteration 17Q: 3 clusters Score -2.146097e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -21461690.000000 Penalty: 5960.293457
	Iteration 18Q: 3 clusters Score -2.146169e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -21462326.000000 Penalty: 5960.293457
	Iteration 19Q: 3 clusters Score -2.146233e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -21462948.000000 Penalty: 5960.293457
	Iteration 20F: 3 clusters Score -2.146295e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -21463418.000000 Penalty: 5960.293457
	Iteration 21Q: 3 clusters Score -2.146342e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -21463756.000000 Penalty: 5960.293457
	Iteration 22Q: 3 clusters Score -2.146376e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -21463966.000000 Penalty: 5960.293457
	Iteration 23Q: 3 clusters Score -2.146397e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -21464084.000000 Penalty: 5960.293457
	Iteration 24Q: 3 clusters Score -2.146408e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -21464174.000000 Penalty: 5960.293457
	Iteration 25Q: 3 clusters Score -2.146417e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -21464262.000000 Penalty: 5960.293457
	Iteration 26Q: 3 clusters Score -2.146426e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -21464348.000000 Penalty: 5960.293457
	Iteration 27Q: 3 clusters Score -2.146435e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -21464384.000000 Penalty: 5960.293457
	Iteration 28Q: 3 clusters Score -2.146438e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -21464440.000000 Penalty: 5960.293457
	Iteration 29Q: 3 clusters Score -2.146444e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -21464424.000000 Penalty: 5960.293457
	Iteration 30Q: 3 clusters Score -2.146442e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -21464462.000000 Penalty: 5960.293457
	Iteration 31Q: 3 clusters Score -2.146446e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -21464488.000000 Penalty: 5960.293457
	Iteration 32Q: 3 clusters Score -2.146449e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -21464552.000000 Penalty: 5960.293457
	Iteration 33Q: 3 clusters Score -2.146455e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -21464588.000000 Penalty: 5960.293457
	Iteration 34Q: 3 clusters Score -2.146459e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -21464594.000000 Penalty: 5960.293457
	Iteration 35Q: 3 clusters Score -2.146459e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -21464590.000000 Penalty: 5960.293457
	Iteration 36Q: 3 clusters Score -2.146459e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -21464600.000000 Penalty: 5960.293457
	Iteration 37Q: 3 clusters Score -2.14646e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -21464564.000000 Penalty: 5960.293457
	Iteration 38Q: 3 clusters Score -2.146456e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -21464590.000000 Penalty: 5960.293457
	Iteration 39Q: 3 clusters Score -2.146459e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -21464596.000000 Penalty: 5960.293457
	Iteration 40F: 3 clusters Score -2.14646e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -21464598.000000 Penalty: 5960.293457
	Iteration 41Q: 3 clusters Score -2.14646e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -21464586.000000 Penalty: 5960.293457
	Iteration 42Q: 3 clusters Score -2.146459e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -21464564.000000 Penalty: 5960.293457
	Iteration 43Q: 3 clusters Score -2.146456e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -21464620.000000 Penalty: 5960.293457
	Iteration 44Q: 3 clusters Score -2.146462e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -21464624.000000 Penalty: 5960.293457
	Iteration 45Q: 3 clusters Score -2.146462e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -21464654.000000 Penalty: 5960.293457
	Iteration 46Q: 3 clusters Score -2.146465e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -21464692.000000 Penalty: 5960.293457
	Iteration 47Q: 3 clusters Score -2.146469e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -21464732.000000 Penalty: 5960.293457
	Iteration 48Q: 3 clusters Score -2.146473e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -21464704.000000 Penalty: 5960.293457
	Iteration 49Q: 3 clusters Score -2.14647e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -21464718.000000 Penalty: 5960.293457
	Iteration 50Q: 3 clusters Score -2.146472e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -21464770.000000 Penalty: 5960.293457
	Iteration 51Q: 3 clusters Score -2.146477e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -21464796.000000 Penalty: 5960.293457
	Iteration 52Q: 3 clusters Score -2.14648e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -21464778.000000 Penalty: 5960.293457
	Iteration 53Q: 3 clusters Score -2.146478e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -21464712.000000 Penalty: 5960.293457
	Iteration 54Q: 3 clusters Score -2.146471e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -21464750.000000 Penalty: 5960.293457
	Iteration 55Q: 3 clusters Score -2.146475e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -21464766.000000 Penalty: 5960.293457
	Iteration 56Q: 3 clusters Score -2.146477e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -21464760.000000 Penalty: 5960.293457
	Iteration 57Q: 3 clusters Score -2.146476e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -21464808.000000 Penalty: 5960.293457
	Iteration 58Q: 3 clusters Score -2.146481e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -21464804.000000 Penalty: 5960.293457
	Iteration 59Q: 3 clusters Score -2.14648e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -21464762.000000 Penalty: 5960.293457
	Iteration 60F: 3 clusters Score -2.146476e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -21464796.000000 Penalty: 5960.293457
	Iteration 61Q: 3 clusters Score -2.14648e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -21464816.000000 Penalty: 5960.293457
	Iteration 62Q: 3 clusters Score -2.146482e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -21464890.000000 Penalty: 5960.293457
	Iteration 63Q: 3 clusters Score -2.146489e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -21464926.000000 Penalty: 5960.293457
	Iteration 64Q: 3 clusters Score -2.146493e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -21464936.000000 Penalty: 5960.293457
	Iteration 65Q: 3 clusters Score -2.146494e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -21464992.000000 Penalty: 5960.293457
	Iteration 66Q: 3 clusters Score -2.146499e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -21464962.000000 Penalty: 5960.293457
	Iteration 67Q: 3 clusters Score -2.146496e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -21464948.000000 Penalty: 5960.293457
	Iteration 68Q: 3 clusters Score -2.146495e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -21465016.000000 Penalty: 5960.293457
	Iteration 69Q: 3 clusters Score -2.146502e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -21465082.000000 Penalty: 5960.293457
	Iteration 70Q: 3 clusters Score -2.146508e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -21465154.000000 Penalty: 5960.293457
	Iteration 71Q: 3 clusters Score -2.146515e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -21465178.000000 Penalty: 5960.293457
	Iteration 72Q: 3 clusters Score -2.146518e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -21465234.000000 Penalty: 5960.293457
	Iteration 73Q: 3 clusters Score -2.146523e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -21465358.000000 Penalty: 5960.293457
	Iteration 74Q: 3 clusters Score -2.146536e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -21465402.000000 Penalty: 5960.293457
	Iteration 75Q: 3 clusters Score -2.14654e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -21465400.000000 Penalty: 5960.293457
	Iteration 76Q: 3 clusters Score -2.14654e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -21465342.000000 Penalty: 5960.293457
	Iteration 77Q: 3 clusters Score -2.146534e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -21465444.000000 Penalty: 5960.293457
	Iteration 78Q: 3 clusters Score -2.146544e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -21465478.000000 Penalty: 5960.293457
	Iteration 79Q: 3 clusters Score -2.146548e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -21465582.000000 Penalty: 5960.293457
	Iteration 80F: 3 clusters Score -2.146558e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -21465698.000000 Penalty: 5960.293457
	Iteration 81Q: 3 clusters Score -2.14657e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -21465778.000000 Penalty: 5960.293457
	Iteration 82Q: 3 clusters Score -2.146578e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 102213 members 
Entering Unmasked Estep 
Score: -21465886.000000 Penalty: 5960.293457
	Iteration 83Q: 3 clusters Score -2.146589e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -21465950.000000 Penalty: 5960.293457
	Iteration 84Q: 3 clusters Score -2.146595e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -21466046.000000 Penalty: 5960.293457
	Iteration 85Q: 3 clusters Score -2.146605e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -21466132.000000 Penalty: 5960.293457
	Iteration 86Q: 3 clusters Score -2.146613e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -21466220.000000 Penalty: 5960.293457
	Iteration 87Q: 3 clusters Score -2.146622e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -21466338.000000 Penalty: 5960.293457
	Iteration 88Q: 3 clusters Score -2.146634e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -21466424.000000 Penalty: 5960.293457
	Iteration 89Q: 3 clusters Score -2.146642e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -21466538.000000 Penalty: 5960.293457
	Iteration 90Q: 3 clusters Score -2.146654e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -21466644.000000 Penalty: 5960.293457
	Iteration 91Q: 3 clusters Score -2.146664e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -21466802.000000 Penalty: 5960.293457
	Iteration 92Q: 3 clusters Score -2.14668e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -21466906.000000 Penalty: 5960.293457
	Iteration 93Q: 3 clusters Score -2.146691e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -21467150.000000 Penalty: 5960.293457
	Iteration 94Q: 3 clusters Score -2.146715e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -21467232.000000 Penalty: 5960.293457
	Iteration 95Q: 3 clusters Score -2.146723e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -21467306.000000 Penalty: 5960.293457
	Iteration 96Q: 3 clusters Score -2.146731e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -21467438.000000 Penalty: 5960.293457
	Iteration 97Q: 3 clusters Score -2.146744e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -21467496.000000 Penalty: 5960.293457
	Iteration 98Q: 3 clusters Score -2.14675e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -21467686.000000 Penalty: 5960.293457
	Iteration 99Q: 3 clusters Score -2.146769e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -21467816.000000 Penalty: 5960.293457
	Iteration 100F: 3 clusters Score -2.146782e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -21467886.000000 Penalty: 5960.293457
	Iteration 101Q: 3 clusters Score -2.146789e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 122514 members 
Entering Unmasked Estep 
Score: -21468008.000000 Penalty: 5960.293457
	Iteration 102Q: 3 clusters Score -2.146801e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
Score: -21468116.000000 Penalty: 5960.293457
	Iteration 103Q: 3 clusters Score -2.146812e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -21468138.000000 Penalty: 5960.293457
	Iteration 104Q: 3 clusters Score -2.146814e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -21468262.000000 Penalty: 5960.293457
	Iteration 105Q: 3 clusters Score -2.146826e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -21468354.000000 Penalty: 5960.293457
	Iteration 106Q: 3 clusters Score -2.146835e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -21468414.000000 Penalty: 5960.293457
	Iteration 107Q: 3 clusters Score -2.146841e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 128246 members 
Entering Unmasked Estep 
Score: -21468494.000000 Penalty: 5960.293457
	Iteration 108Q: 3 clusters Score -2.146849e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -21468524.000000 Penalty: 5960.293457
	Iteration 109Q: 3 clusters Score -2.146852e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -21468556.000000 Penalty: 5960.293457
	Iteration 110Q: 3 clusters Score -2.146856e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -21468652.000000 Penalty: 5960.293457
	Iteration 111Q: 3 clusters Score -2.146865e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -21468760.000000 Penalty: 5960.293457
	Iteration 112Q: 3 clusters Score -2.146876e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 132834 members 
Entering Unmasked Estep 
Score: -21468926.000000 Penalty: 5960.293457
	Iteration 113Q: 3 clusters Score -2.146893e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -21469044.000000 Penalty: 5960.293457
	Iteration 114Q: 3 clusters Score -2.146904e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -21469162.000000 Penalty: 5960.293457
	Iteration 115Q: 3 clusters Score -2.146916e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 135397 members 
Entering Unmasked Estep 
Score: -21469238.000000 Penalty: 5960.293457
	Iteration 116Q: 3 clusters Score -2.146924e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -21469394.000000 Penalty: 5960.293457
	Iteration 117Q: 3 clusters Score -2.146939e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -21469470.000000 Penalty: 5960.293457
	Iteration 118Q: 3 clusters Score -2.146947e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 137710 members 
Entering Unmasked Estep 
Score: -21469596.000000 Penalty: 5960.293457
	Iteration 119Q: 3 clusters Score -2.14696e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -21469724.000000 Penalty: 5960.293457
	Iteration 120F: 3 clusters Score -2.146972e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -21469748.000000 Penalty: 5960.293457
	Iteration 121Q: 3 clusters Score -2.146975e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 139937 members 
Entering Unmasked Estep 
Score: -21469802.000000 Penalty: 5960.293457
	Iteration 122Q: 3 clusters Score -2.14698e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 140721 members 
Entering Unmasked Estep 
Score: -21469986.000000 Penalty: 5960.293457
	Iteration 123Q: 3 clusters Score -2.146999e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 141493 members 
Entering Unmasked Estep 
Score: -21470068.000000 Penalty: 5960.293457
	Iteration 124Q: 3 clusters Score -2.147007e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -21470146.000000 Penalty: 5960.293457
	Iteration 125Q: 3 clusters Score -2.147015e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -21470194.000000 Penalty: 5960.293457
	Iteration 126Q: 3 clusters Score -2.147019e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -21470300.000000 Penalty: 5960.293457
	Iteration 127Q: 3 clusters Score -2.14703e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -21470400.000000 Penalty: 5960.293457
	Iteration 128Q: 3 clusters Score -2.14704e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -21470516.000000 Penalty: 5960.293457
	Iteration 129Q: 3 clusters Score -2.147052e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -21470544.000000 Penalty: 5960.293457
	Iteration 130Q: 3 clusters Score -2.147054e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -21470592.000000 Penalty: 5960.293457
	Iteration 131Q: 3 clusters Score -2.147059e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -21470694.000000 Penalty: 5960.293457
	Iteration 132Q: 3 clusters Score -2.147069e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -21470718.000000 Penalty: 5960.293457
	Iteration 133Q: 3 clusters Score -2.147072e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -21470754.000000 Penalty: 5960.293457
	Iteration 134Q: 3 clusters Score -2.147075e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
Score: -21470798.000000 Penalty: 5960.293457
	Iteration 135Q: 3 clusters Score -2.14708e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 148868 members 
Entering Unmasked Estep 
Score: -21470868.000000 Penalty: 5960.293457
	Iteration 136Q: 3 clusters Score -2.147087e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 149349 members 
Entering Unmasked Estep 
Score: -21470838.000000 Penalty: 5960.293457
	Iteration 137Q: 3 clusters Score -2.147084e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 149833 members 
Entering Unmasked Estep 
Score: -21470876.000000 Penalty: 5960.293457
	Iteration 138Q: 3 clusters Score -2.147088e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 150342 members 
Entering Unmasked Estep 
Score: -21470838.000000 Penalty: 5960.293457
	Iteration 139Q: 3 clusters Score -2.147084e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -21470882.000000 Penalty: 5960.293457
	Iteration 140F: 3 clusters Score -2.147088e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 151297 members 
Entering Unmasked Estep 
Score: -21470980.000000 Penalty: 5960.293457
	Iteration 141Q: 3 clusters Score -2.147098e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -21470884.000000 Penalty: 5960.293457
	Iteration 142Q: 3 clusters Score -2.147088e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 152209 members 
Entering Unmasked Estep 
Score: -21470926.000000 Penalty: 5960.293457
	Iteration 143Q: 3 clusters Score -2.147093e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -21471004.000000 Penalty: 5960.293457
	Iteration 144Q: 3 clusters Score -2.1471e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -21471002.000000 Penalty: 5960.293457
	Iteration 145Q: 3 clusters Score -2.1471e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -21471038.000000 Penalty: 5960.293457
	Iteration 146Q: 3 clusters Score -2.147104e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 153993 members 
Entering Unmasked Estep 
Score: -21471070.000000 Penalty: 5960.293457
	Iteration 147Q: 3 clusters Score -2.147107e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -21471126.000000 Penalty: 5960.293457
	Iteration 148Q: 3 clusters Score -2.147113e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -21471176.000000 Penalty: 5960.293457
	Iteration 149Q: 3 clusters Score -2.147118e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -21471212.000000 Penalty: 5960.293457
	Iteration 150Q: 3 clusters Score -2.147121e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -21471284.000000 Penalty: 5960.293457
	Iteration 151Q: 3 clusters Score -2.147128e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -21471306.000000 Penalty: 5960.293457
	Iteration 152Q: 3 clusters Score -2.147131e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -21471378.000000 Penalty: 5960.293457
	Iteration 153Q: 3 clusters Score -2.147138e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -21471452.000000 Penalty: 5960.293457
	Iteration 154Q: 3 clusters Score -2.147145e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -21471486.000000 Penalty: 5960.293457
	Iteration 155Q: 3 clusters Score -2.147149e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -21471498.000000 Penalty: 5960.293457
	Iteration 156Q: 3 clusters Score -2.14715e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -21471440.000000 Penalty: 5960.293457
	Iteration 157Q: 3 clusters Score -2.147144e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -21471506.000000 Penalty: 5960.293457
	Iteration 158Q: 3 clusters Score -2.147151e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 158739 members 
Entering Unmasked Estep 
Score: -21471534.000000 Penalty: 5960.293457
	Iteration 159Q: 3 clusters Score -2.147153e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -21471626.000000 Penalty: 5960.293457
	Iteration 160F: 3 clusters Score -2.147163e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -21471632.000000 Penalty: 5960.293457
	Iteration 161Q: 3 clusters Score -2.147163e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -21471730.000000 Penalty: 5960.293457
	Iteration 162Q: 3 clusters Score -2.147173e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -21471744.000000 Penalty: 5960.293457
	Iteration 163Q: 3 clusters Score -2.147174e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -21471762.000000 Penalty: 5960.293457
	Iteration 164Q: 3 clusters Score -2.147176e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -21471764.000000 Penalty: 5960.293457
	Iteration 165Q: 3 clusters Score -2.147176e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -21471770.000000 Penalty: 5960.293457
	Iteration 166Q: 3 clusters Score -2.147177e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -21471792.000000 Penalty: 5960.293457
	Iteration 167Q: 3 clusters Score -2.147179e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -21471788.000000 Penalty: 5960.293457
	Iteration 168Q: 3 clusters Score -2.147179e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 161133 members 
Entering Unmasked Estep 
Score: -21471824.000000 Penalty: 5960.293457
	Iteration 169Q: 3 clusters Score -2.147182e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 161331 members 
Entering Unmasked Estep 
Score: -21471820.000000 Penalty: 5960.293457
	Iteration 170Q: 3 clusters Score -2.147182e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -21471840.000000 Penalty: 5960.293457
	Iteration 171Q: 3 clusters Score -2.147184e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -21471864.000000 Penalty: 5960.293457
	Iteration 172Q: 3 clusters Score -2.147186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -21471902.000000 Penalty: 5960.293457
	Iteration 173Q: 3 clusters Score -2.14719e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -21471890.000000 Penalty: 5960.293457
	Iteration 174Q: 3 clusters Score -2.147189e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 162218 members 
Entering Unmasked Estep 
Score: -21471894.000000 Penalty: 5960.293457
	Iteration 175Q: 3 clusters Score -2.147189e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -21471892.000000 Penalty: 5960.293457
	Iteration 176Q: 3 clusters Score -2.147189e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -21471902.000000 Penalty: 5960.293457
	Iteration 177Q: 3 clusters Score -2.14719e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -21471912.000000 Penalty: 5960.293457
	Iteration 178Q: 3 clusters Score -2.147191e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -21471932.000000 Penalty: 5960.293457
	Iteration 179Q: 3 clusters Score -2.147193e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 162844 members 
Entering Unmasked Estep 
Score: -21471960.000000 Penalty: 5960.293457
	Iteration 180F: 3 clusters Score -2.147196e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -21472010.000000 Penalty: 5960.293457
	Iteration 181Q: 3 clusters Score -2.147201e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -21472020.000000 Penalty: 5960.293457
	Iteration 182Q: 3 clusters Score -2.147202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21471996.000000 Penalty: 5960.293457
	Iteration 183Q: 3 clusters Score -2.1472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 163189 members 
Entering Unmasked Estep 
Score: -21471968.000000 Penalty: 5960.293457
	Iteration 184Q: 3 clusters Score -2.147197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -21471972.000000 Penalty: 5960.293457
	Iteration 185Q: 3 clusters Score -2.147197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -21471972.000000 Penalty: 5960.293457
	Iteration 186Q: 3 clusters Score -2.147197e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -21471978.000000 Penalty: 5960.293457
	Iteration 187Q: 3 clusters Score -2.147198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -21471982.000000 Penalty: 5960.293457
	Iteration 188Q: 3 clusters Score -2.147198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -21471968.000000 Penalty: 5960.293457
	Iteration 189Q: 3 clusters Score -2.147197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -21471962.000000 Penalty: 5960.293457
	Iteration 190Q: 3 clusters Score -2.147196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -21471970.000000 Penalty: 5960.293457
	Iteration 191Q: 3 clusters Score -2.147197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -21471982.000000 Penalty: 5960.293457
	Iteration 192Q: 3 clusters Score -2.147198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -21471964.000000 Penalty: 5960.293457
	Iteration 193Q: 3 clusters Score -2.147196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -21471982.000000 Penalty: 5960.293457
	Iteration 194Q: 3 clusters Score -2.147198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -21471990.000000 Penalty: 5960.293457
	Iteration 195Q: 3 clusters Score -2.147199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -21471962.000000 Penalty: 5960.293457
	Iteration 196Q: 3 clusters Score -2.147196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -21471966.000000 Penalty: 5960.293457
	Iteration 197Q: 3 clusters Score -2.147197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -21471966.000000 Penalty: 5960.293457
	Iteration 198Q: 3 clusters Score -2.147197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -21471976.000000 Penalty: 5960.293457
	Iteration 199Q: 3 clusters Score -2.147198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 163480 members 
Entering Unmasked Estep 
Score: -21471974.000000 Penalty: 5960.293457
	Iteration 200F: 3 clusters Score -2.147197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -21471978.000000 Penalty: 5960.293457
	Iteration 201Q: 3 clusters Score -2.147198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -21471992.000000 Penalty: 5960.293457
	Iteration 202Q: 3 clusters Score -2.147199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -21471980.000000 Penalty: 5960.293457
	Iteration 203Q: 3 clusters Score -2.147198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -21471978.000000 Penalty: 5960.293457
	Iteration 204Q: 3 clusters Score -2.147198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 163514 members 
Entering Unmasked Estep 
Score: -21471982.000000 Penalty: 5960.293457
	Iteration 205Q: 3 clusters Score -2.147198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -21471976.000000 Penalty: 5960.293457
	Iteration 206Q: 3 clusters Score -2.147198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 163524 members 
Entering Unmasked Estep 
Score: -21471980.000000 Penalty: 5960.293457
	Iteration 207Q: 3 clusters Score -2.147198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -21471986.000000 Penalty: 5960.293457
	Iteration 208Q: 3 clusters Score -2.147199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 163540 members 
Entering Unmasked Estep 
Score: -21471996.000000 Penalty: 5960.293457
	Iteration 209Q: 3 clusters Score -2.1472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -21471998.000000 Penalty: 5960.293457
	Iteration 210Q: 3 clusters Score -2.1472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -21471980.000000 Penalty: 5960.293457
	Iteration 211Q: 3 clusters Score -2.147198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -21471994.000000 Penalty: 5960.293457
	Iteration 212Q: 3 clusters Score -2.147199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 163555 members 
Entering Unmasked Estep 
Score: -21471994.000000 Penalty: 5960.293457
	Iteration 213Q: 3 clusters Score -2.147199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -21471976.000000 Penalty: 5960.293457
	Iteration 214Q: 3 clusters Score -2.147198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 163570 members 
Entering Unmasked Estep 
Score: -21471972.000000 Penalty: 5960.293457
	Iteration 215Q: 3 clusters Score -2.147197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 163582 members 
Entering Unmasked Estep 
Score: -21471998.000000 Penalty: 5960.293457
	Iteration 216Q: 3 clusters Score -2.1472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -21471998.000000 Penalty: 5960.293457
	Iteration 217Q: 3 clusters Score -2.1472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 163596 members 
Entering Unmasked Estep 
Score: -21471996.000000 Penalty: 5960.293457
	Iteration 218Q: 3 clusters Score -2.1472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -21472002.000000 Penalty: 5960.293457
	Iteration 219Q: 3 clusters Score -2.1472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -21471994.000000 Penalty: 5960.293457
	Iteration 220F: 3 clusters Score -2.147199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 163619 members 
Entering Unmasked Estep 
Score: -21471992.000000 Penalty: 5960.293457
	Iteration 221Q: 3 clusters Score -2.147199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -21472000.000000 Penalty: 5960.293457
	Iteration 222Q: 3 clusters Score -2.1472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -21472004.000000 Penalty: 5960.293457
	Iteration 223Q: 3 clusters Score -2.1472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -21472010.000000 Penalty: 5960.293457
	Iteration 224Q: 3 clusters Score -2.147201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -21472012.000000 Penalty: 5960.293457
	Iteration 225Q: 3 clusters Score -2.147201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -21472006.000000 Penalty: 5960.293457
	Iteration 226Q: 3 clusters Score -2.147201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -21472006.000000 Penalty: 5960.293457
	Iteration 227F: 3 clusters Score -2.147201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -98477.742188 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -98477.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96714.289062 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -96714.29 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96996.226562 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -96996.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97127.593750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -97127.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97264.945312 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -97264.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97325.046875 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -97325.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97379.062500 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -97379.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -97415.921875 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -97415.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97437.734375 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -97437.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97452.468750 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -97452.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97467.648438 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -97467.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97482.750000 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -97482.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -97489.671875 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -97489.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97502.601562 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -97502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97514.445312 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -97514.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -97527.250000 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -97527.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -97537.867188 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -97537.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97539.484375 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -97539.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97541.500000 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -97541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97541.500000 Penalty: 3330.228516
	Iteration 18F: 3 clusters Score -97541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Entering Unmasked Estep 
Score: -23040374.000000 Penalty: 2997.331787
	Iteration 0F: 2 clusters Score -2.304037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -22926044.000000 Penalty: 5994.663574
	Iteration 0F: 3 clusters Score -2.292604e+07 nChanged 85018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -22975180.000000 Penalty: 5994.663574
	Iteration 1F: 3 clusters Score -2.297518e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -22976446.000000 Penalty: 5994.663574
	Iteration 2Q: 3 clusters Score -2.297645e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -22978260.000000 Penalty: 5994.663574
	Iteration 3Q: 3 clusters Score -2.297826e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -22981776.000000 Penalty: 5994.663574
	Iteration 4Q: 3 clusters Score -2.298178e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -22987880.000000 Penalty: 5994.663574
	Iteration 5F: 3 clusters Score -2.298788e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129162 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -22997818.000000 Penalty: 5994.663574
	Iteration 6F: 3 clusters Score -2.299782e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -23010894.000000 Penalty: 5994.663574
	Iteration 7F: 3 clusters Score -2.301089e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -23023310.000000 Penalty: 5994.663574
	Iteration 8F: 3 clusters Score -2.302331e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -23031372.000000 Penalty: 5994.663574
	Iteration 9Q: 3 clusters Score -2.303137e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169524 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -23035132.000000 Penalty: 5994.663574
	Iteration 10Q: 3 clusters Score -2.303513e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -23036700.000000 Penalty: 5994.663574
	Iteration 11Q: 3 clusters Score -2.30367e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173583 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -23037306.000000 Penalty: 5994.663574
	Iteration 12Q: 3 clusters Score -2.303731e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -23037586.000000 Penalty: 5994.663574
	Iteration 13Q: 3 clusters Score -2.303759e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175122 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -23037768.000000 Penalty: 5994.663574
	Iteration 14Q: 3 clusters Score -2.303777e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175536 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23037904.000000 Penalty: 5994.663574
	Iteration 15Q: 3 clusters Score -2.30379e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23038038.000000 Penalty: 5994.663574
	Iteration 16Q: 3 clusters Score -2.303804e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176021 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23038100.000000 Penalty: 5994.663574
	Iteration 17Q: 3 clusters Score -2.30381e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176148 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -23038170.000000 Penalty: 5994.663574
	Iteration 18Q: 3 clusters Score -2.303817e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -23038148.000000 Penalty: 5994.663574
	Iteration 19Q: 3 clusters Score -2.303815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23038160.000000 Penalty: 5994.663574
	Iteration 20F: 3 clusters Score -2.303816e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176358 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23038176.000000 Penalty: 5994.663574
	Iteration 21Q: 3 clusters Score -2.303818e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23038134.000000 Penalty: 5994.663574
	Iteration 22Q: 3 clusters Score -2.303813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176428 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23038164.000000 Penalty: 5994.663574
	Iteration 23Q: 3 clusters Score -2.303816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23038166.000000 Penalty: 5994.663574
	Iteration 24Q: 3 clusters Score -2.303817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176472 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23038170.000000 Penalty: 5994.663574
	Iteration 25Q: 3 clusters Score -2.303817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176491 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23038180.000000 Penalty: 5994.663574
	Iteration 26Q: 3 clusters Score -2.303818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23038166.000000 Penalty: 5994.663574
	Iteration 27Q: 3 clusters Score -2.303817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -23038158.000000 Penalty: 5994.663574
	Iteration 28Q: 3 clusters Score -2.303816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23038174.000000 Penalty: 5994.663574
	Iteration 29Q: 3 clusters Score -2.303817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23038178.000000 Penalty: 5994.663574
	Iteration 30Q: 3 clusters Score -2.303818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176528 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23038188.000000 Penalty: 5994.663574
	Iteration 31Q: 3 clusters Score -2.303819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23038192.000000 Penalty: 5994.663574
	Iteration 32Q: 3 clusters Score -2.303819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23038192.000000 Penalty: 5994.663574
	Iteration 33Q: 3 clusters Score -2.303819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176547 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -23038198.000000 Penalty: 5994.663574
	Iteration 34Q: 3 clusters Score -2.30382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176552 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -23038202.000000 Penalty: 5994.663574
	Iteration 35Q: 3 clusters Score -2.30382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23038198.000000 Penalty: 5994.663574
	Iteration 36Q: 3 clusters Score -2.30382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -23038200.000000 Penalty: 5994.663574
	Iteration 37Q: 3 clusters Score -2.30382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176558 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23038206.000000 Penalty: 5994.663574
	Iteration 38Q: 3 clusters Score -2.303821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23038200.000000 Penalty: 5994.663574
	Iteration 39Q: 3 clusters Score -2.30382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23038206.000000 Penalty: 5994.663574
	Iteration 40F: 3 clusters Score -2.303821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176559 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23038214.000000 Penalty: 5994.663574
	Iteration 41Q: 3 clusters Score -2.303821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23038208.000000 Penalty: 5994.663574
	Iteration 42Q: 3 clusters Score -2.303821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -23038206.000000 Penalty: 5994.663574
	Iteration 43Q: 3 clusters Score -2.303821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23038214.000000 Penalty: 5994.663574
	Iteration 44Q: 3 clusters Score -2.303821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23038214.000000 Penalty: 5994.663574
	Iteration 45F: 3 clusters Score -2.303821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Entering Unmasked Estep 
Score: -2483198.250000 Penalty: 2446.843506
	Iteration 0F: 2 clusters Score -2483198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2469544.250000 Penalty: 4893.687012
	Iteration 0F: 3 clusters Score -2469544 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2474277.250000 Penalty: 4893.687012
	Iteration 1F: 3 clusters Score -2474277 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2474945.500000 Penalty: 4893.687012
	Iteration 2F: 3 clusters Score -2474946 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2475635.250000 Penalty: 4893.687012
	Iteration 3F: 3 clusters Score -2475635 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2476301.000000 Penalty: 4893.687012
	Iteration 4F: 3 clusters Score -2476301 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2476963.250000 Penalty: 4893.687012
	Iteration 5F: 3 clusters Score -2476963 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2477602.000000 Penalty: 4893.687012
	Iteration 6F: 3 clusters Score -2477602 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2478230.250000 Penalty: 4893.687012
	Iteration 7F: 3 clusters Score -2478230 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2478838.000000 Penalty: 4893.687012
	Iteration 8F: 3 clusters Score -2478838 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2479425.000000 Penalty: 4893.687012
	Iteration 9Q: 3 clusters Score -2479425 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2479892.500000 Penalty: 4893.687012
	Iteration 10Q: 3 clusters Score -2479892 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2480267.000000 Penalty: 4893.687012
	Iteration 11Q: 3 clusters Score -2480267 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2480490.500000 Penalty: 4893.687012
	Iteration 12Q: 3 clusters Score -2480490 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2480590.750000 Penalty: 4893.687012
	Iteration 13Q: 3 clusters Score -2480591 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2480652.000000 Penalty: 4893.687012
	Iteration 14Q: 3 clusters Score -2480652 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2480696.750000 Penalty: 4893.687012
	Iteration 15Q: 3 clusters Score -2480697 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2480722.000000 Penalty: 4893.687012
	Iteration 16Q: 3 clusters Score -2480722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2480755.000000 Penalty: 4893.687012
	Iteration 17Q: 3 clusters Score -2480755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2480775.250000 Penalty: 4893.687012
	Iteration 18Q: 3 clusters Score -2480775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2480780.750000 Penalty: 4893.687012
	Iteration 19Q: 3 clusters Score -2480781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2480791.000000 Penalty: 4893.687012
	Iteration 20F: 3 clusters Score -2480791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2480804.750000 Penalty: 4893.687012
	Iteration 21Q: 3 clusters Score -2480805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2480815.000000 Penalty: 4893.687012
	Iteration 22Q: 3 clusters Score -2480815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2480826.750000 Penalty: 4893.687012
	Iteration 23Q: 3 clusters Score -2480827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2480834.750000 Penalty: 4893.687012
	Iteration 24Q: 3 clusters Score -2480835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2480851.250000 Penalty: 4893.687012
	Iteration 25Q: 3 clusters Score -2480851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2480850.750000 Penalty: 4893.687012
	Iteration 26Q: 3 clusters Score -2480851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2480857.000000 Penalty: 4893.687012
	Iteration 27Q: 3 clusters Score -2480857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2480863.500000 Penalty: 4893.687012
	Iteration 28Q: 3 clusters Score -2480864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2480872.750000 Penalty: 4893.687012
	Iteration 29Q: 3 clusters Score -2480873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2480883.500000 Penalty: 4893.687012
	Iteration 30Q: 3 clusters Score -2480884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2480908.750000 Penalty: 4893.687012
	Iteration 31Q: 3 clusters Score -2480909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2480920.000000 Penalty: 4893.687012
	Iteration 32Q: 3 clusters Score -2480920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2480926.500000 Penalty: 4893.687012
	Iteration 33Q: 3 clusters Score -2480926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2480931.250000 Penalty: 4893.687012
	Iteration 34Q: 3 clusters Score -2480931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2480942.500000 Penalty: 4893.687012
	Iteration 35Q: 3 clusters Score -2480942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2480956.750000 Penalty: 4893.687012
	Iteration 36Q: 3 clusters Score -2480957 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2480965.000000 Penalty: 4893.687012
	Iteration 37Q: 3 clusters Score -2480965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2480985.250000 Penalty: 4893.687012
	Iteration 38Q: 3 clusters Score -2480985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2480994.000000 Penalty: 4893.687012
	Iteration 39Q: 3 clusters Score -2480994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2481007.750000 Penalty: 4893.687012
	Iteration 40F: 3 clusters Score -2481008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2481016.750000 Penalty: 4893.687012
	Iteration 41Q: 3 clusters Score -2481017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2481024.750000 Penalty: 4893.687012
	Iteration 42Q: 3 clusters Score -2481025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2481035.000000 Penalty: 4893.687012
	Iteration 43Q: 3 clusters Score -2481035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2481041.500000 Penalty: 4893.687012
	Iteration 44Q: 3 clusters Score -2481042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2481038.500000 Penalty: 4893.687012
	Iteration 45Q: 3 clusters Score -2481038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2481034.500000 Penalty: 4893.687012
	Iteration 46Q: 3 clusters Score -2481034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2481041.750000 Penalty: 4893.687012
	Iteration 47Q: 3 clusters Score -2481042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2481049.750000 Penalty: 4893.687012
	Iteration 48Q: 3 clusters Score -2481050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2481053.750000 Penalty: 4893.687012
	Iteration 49Q: 3 clusters Score -2481054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2481063.250000 Penalty: 4893.687012
	Iteration 50Q: 3 clusters Score -2481063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2481070.750000 Penalty: 4893.687012
	Iteration 51Q: 3 clusters Score -2481071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2481083.250000 Penalty: 4893.687012
	Iteration 52Q: 3 clusters Score -2481083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2481084.750000 Penalty: 4893.687012
	Iteration 53Q: 3 clusters Score -2481085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2481086.750000 Penalty: 4893.687012
	Iteration 54Q: 3 clusters Score -2481087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2481094.750000 Penalty: 4893.687012
	Iteration 55Q: 3 clusters Score -2481095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2481104.250000 Penalty: 4893.687012
	Iteration 56Q: 3 clusters Score -2481104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2481108.500000 Penalty: 4893.687012
	Iteration 57Q: 3 clusters Score -2481108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2481116.500000 Penalty: 4893.687012
	Iteration 58Q: 3 clusters Score -2481116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2481122.500000 Penalty: 4893.687012
	Iteration 59Q: 3 clusters Score -2481122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2481128.750000 Penalty: 4893.687012
	Iteration 60F: 3 clusters Score -2481129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2481134.500000 Penalty: 4893.687012
	Iteration 61Q: 3 clusters Score -2481134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2481137.500000 Penalty: 4893.687012
	Iteration 62Q: 3 clusters Score -2481138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2481134.500000 Penalty: 4893.687012
	Iteration 63Q: 3 clusters Score -2481134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2481141.500000 Penalty: 4893.687012
	Iteration 64Q: 3 clusters Score -2481142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2481155.250000 Penalty: 4893.687012
	Iteration 65Q: 3 clusters Score -2481155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2481162.750000 Penalty: 4893.687012
	Iteration 66Q: 3 clusters Score -2481163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2481167.500000 Penalty: 4893.687012
	Iteration 67Q: 3 clusters Score -2481168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2481169.000000 Penalty: 4893.687012
	Iteration 68Q: 3 clusters Score -2481169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2481178.250000 Penalty: 4893.687012
	Iteration 69Q: 3 clusters Score -2481178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2481181.500000 Penalty: 4893.687012
	Iteration 70Q: 3 clusters Score -2481182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2481190.500000 Penalty: 4893.687012
	Iteration 71Q: 3 clusters Score -2481190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2481195.750000 Penalty: 4893.687012
	Iteration 72Q: 3 clusters Score -2481196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2481200.500000 Penalty: 4893.687012
	Iteration 73Q: 3 clusters Score -2481200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2481218.000000 Penalty: 4893.687012
	Iteration 74Q: 3 clusters Score -2481218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2481215.250000 Penalty: 4893.687012
	Iteration 75Q: 3 clusters Score -2481215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2481226.000000 Penalty: 4893.687012
	Iteration 76Q: 3 clusters Score -2481226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2481229.750000 Penalty: 4893.687012
	Iteration 77Q: 3 clusters Score -2481230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2481239.000000 Penalty: 4893.687012
	Iteration 78Q: 3 clusters Score -2481239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2481240.750000 Penalty: 4893.687012
	Iteration 79Q: 3 clusters Score -2481241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2481245.500000 Penalty: 4893.687012
	Iteration 80F: 3 clusters Score -2481246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2481251.250000 Penalty: 4893.687012
	Iteration 81Q: 3 clusters Score -2481251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2481260.250000 Penalty: 4893.687012
	Iteration 82Q: 3 clusters Score -2481260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2481263.500000 Penalty: 4893.687012
	Iteration 83Q: 3 clusters Score -2481264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2481265.500000 Penalty: 4893.687012
	Iteration 84Q: 3 clusters Score -2481266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2481268.000000 Penalty: 4893.687012
	Iteration 85Q: 3 clusters Score -2481268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2481273.500000 Penalty: 4893.687012
	Iteration 86Q: 3 clusters Score -2481274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2481275.750000 Penalty: 4893.687012
	Iteration 87Q: 3 clusters Score -2481276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2481271.750000 Penalty: 4893.687012
	Iteration 88Q: 3 clusters Score -2481272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2481271.500000 Penalty: 4893.687012
	Iteration 89Q: 3 clusters Score -2481272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2481270.000000 Penalty: 4893.687012
	Iteration 90Q: 3 clusters Score -2481270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2481268.000000 Penalty: 4893.687012
	Iteration 91Q: 3 clusters Score -2481268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2481276.250000 Penalty: 4893.687012
	Iteration 92Q: 3 clusters Score -2481276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2481270.500000 Penalty: 4893.687012
	Iteration 93Q: 3 clusters Score -2481270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2481275.000000 Penalty: 4893.687012
	Iteration 94Q: 3 clusters Score -2481275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2481282.000000 Penalty: 4893.687012
	Iteration 95Q: 3 clusters Score -2481282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2481285.250000 Penalty: 4893.687012
	Iteration 96Q: 3 clusters Score -2481285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2481296.500000 Penalty: 4893.687012
	Iteration 97Q: 3 clusters Score -2481296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2481300.750000 Penalty: 4893.687012
	Iteration 98Q: 3 clusters Score -2481301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2481301.250000 Penalty: 4893.687012
	Iteration 99Q: 3 clusters Score -2481301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2481304.000000 Penalty: 4893.687012
	Iteration 100F: 3 clusters Score -2481304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2481306.000000 Penalty: 4893.687012
	Iteration 101Q: 3 clusters Score -2481306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2481308.250000 Penalty: 4893.687012
	Iteration 102Q: 3 clusters Score -2481308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2481307.250000 Penalty: 4893.687012
	Iteration 103Q: 3 clusters Score -2481307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2481312.250000 Penalty: 4893.687012
	Iteration 104Q: 3 clusters Score -2481312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2481310.250000 Penalty: 4893.687012
	Iteration 105Q: 3 clusters Score -2481310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2481311.500000 Penalty: 4893.687012
	Iteration 106Q: 3 clusters Score -2481312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2481321.500000 Penalty: 4893.687012
	Iteration 107Q: 3 clusters Score -2481322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2481327.250000 Penalty: 4893.687012
	Iteration 108Q: 3 clusters Score -2481327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2481330.000000 Penalty: 4893.687012
	Iteration 109Q: 3 clusters Score -2481330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2481341.750000 Penalty: 4893.687012
	Iteration 110Q: 3 clusters Score -2481342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2481344.500000 Penalty: 4893.687012
	Iteration 111Q: 3 clusters Score -2481344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2481353.750000 Penalty: 4893.687012
	Iteration 112Q: 3 clusters Score -2481354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2481357.500000 Penalty: 4893.687012
	Iteration 113Q: 3 clusters Score -2481358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2481358.000000 Penalty: 4893.687012
	Iteration 114Q: 3 clusters Score -2481358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2481363.750000 Penalty: 4893.687012
	Iteration 115Q: 3 clusters Score -2481364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2481367.750000 Penalty: 4893.687012
	Iteration 116Q: 3 clusters Score -2481368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2481374.500000 Penalty: 4893.687012
	Iteration 117Q: 3 clusters Score -2481374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2481370.000000 Penalty: 4893.687012
	Iteration 118Q: 3 clusters Score -2481370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2481372.250000 Penalty: 4893.687012
	Iteration 119Q: 3 clusters Score -2481372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2481380.250000 Penalty: 4893.687012
	Iteration 120F: 3 clusters Score -2481380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2481385.000000 Penalty: 4893.687012
	Iteration 121Q: 3 clusters Score -2481385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2481383.500000 Penalty: 4893.687012
	Iteration 122Q: 3 clusters Score -2481384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2481384.250000 Penalty: 4893.687012
	Iteration 123Q: 3 clusters Score -2481384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2481390.000000 Penalty: 4893.687012
	Iteration 124Q: 3 clusters Score -2481390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2481399.000000 Penalty: 4893.687012
	Iteration 125Q: 3 clusters Score -2481399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2481406.500000 Penalty: 4893.687012
	Iteration 126Q: 3 clusters Score -2481406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2481412.500000 Penalty: 4893.687012
	Iteration 127Q: 3 clusters Score -2481412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2481415.500000 Penalty: 4893.687012
	Iteration 128Q: 3 clusters Score -2481416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2481422.250000 Penalty: 4893.687012
	Iteration 129Q: 3 clusters Score -2481422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2481437.250000 Penalty: 4893.687012
	Iteration 130Q: 3 clusters Score -2481437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2481448.000000 Penalty: 4893.687012
	Iteration 131Q: 3 clusters Score -2481448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2481476.750000 Penalty: 4893.687012
	Iteration 132Q: 3 clusters Score -2481477 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2481508.750000 Penalty: 4893.687012
	Iteration 133Q: 3 clusters Score -2481509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2481559.500000 Penalty: 4893.687012
	Iteration 134Q: 3 clusters Score -2481560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2481635.000000 Penalty: 4893.687012
	Iteration 135Q: 3 clusters Score -2481635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2481702.500000 Penalty: 4893.687012
	Iteration 136Q: 3 clusters Score -2481702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2481753.000000 Penalty: 4893.687012
	Iteration 137Q: 3 clusters Score -2481753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2481797.750000 Penalty: 4893.687012
	Iteration 138Q: 3 clusters Score -2481798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2481830.750000 Penalty: 4893.687012
	Iteration 139Q: 3 clusters Score -2481831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2481858.500000 Penalty: 4893.687012
	Iteration 140F: 3 clusters Score -2481858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2481873.000000 Penalty: 4893.687012
	Iteration 141Q: 3 clusters Score -2481873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2481881.250000 Penalty: 4893.687012
	Iteration 142Q: 3 clusters Score -2481881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2481900.750000 Penalty: 4893.687012
	Iteration 143Q: 3 clusters Score -2481901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2481911.500000 Penalty: 4893.687012
	Iteration 144Q: 3 clusters Score -2481912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2481925.250000 Penalty: 4893.687012
	Iteration 145Q: 3 clusters Score -2481925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2481925.250000 Penalty: 4893.687012
	Iteration 146Q: 3 clusters Score -2481925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2481923.750000 Penalty: 4893.687012
	Iteration 147Q: 3 clusters Score -2481924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2481927.250000 Penalty: 4893.687012
	Iteration 148Q: 3 clusters Score -2481927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2481929.500000 Penalty: 4893.687012
	Iteration 149Q: 3 clusters Score -2481930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2481935.250000 Penalty: 4893.687012
	Iteration 150Q: 3 clusters Score -2481935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2481932.000000 Penalty: 4893.687012
	Iteration 151Q: 3 clusters Score -2481932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2481933.250000 Penalty: 4893.687012
	Iteration 152Q: 3 clusters Score -2481933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2481932.750000 Penalty: 4893.687012
	Iteration 153Q: 3 clusters Score -2481933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2481933.250000 Penalty: 4893.687012
	Iteration 154Q: 3 clusters Score -2481933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2481932.750000 Penalty: 4893.687012
	Iteration 155Q: 3 clusters Score -2481933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2481935.250000 Penalty: 4893.687012
	Iteration 156Q: 3 clusters Score -2481935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2481935.250000 Penalty: 4893.687012
	Iteration 157F: 3 clusters Score -2481935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -569998.687500 Penalty: 2088.602295
	Iteration 0F: 2 clusters Score -569998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -565805.312500 Penalty: 4177.204590
	Iteration 0F: 3 clusters Score -565805.3 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -566760.125000 Penalty: 4177.204590
	Iteration 1F: 3 clusters Score -566760.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -566987.625000 Penalty: 4177.204590
	Iteration 2F: 3 clusters Score -566987.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -567122.812500 Penalty: 4177.204590
	Iteration 3F: 3 clusters Score -567122.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -567200.312500 Penalty: 4177.204590
	Iteration 4Q: 3 clusters Score -567200.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -567260.000000 Penalty: 4177.204590
	Iteration 5Q: 3 clusters Score -567260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -567306.000000 Penalty: 4177.204590
	Iteration 6Q: 3 clusters Score -567306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -567346.375000 Penalty: 4177.204590
	Iteration 7Q: 3 clusters Score -567346.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -567394.312500 Penalty: 4177.204590
	Iteration 8Q: 3 clusters Score -567394.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -567442.687500 Penalty: 4177.204590
	Iteration 9Q: 3 clusters Score -567442.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -567501.312500 Penalty: 4177.204590
	Iteration 10Q: 3 clusters Score -567501.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -567554.625000 Penalty: 4177.204590
	Iteration 11Q: 3 clusters Score -567554.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -567589.062500 Penalty: 4177.204590
	Iteration 12Q: 3 clusters Score -567589.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -567616.062500 Penalty: 4177.204590
	Iteration 13Q: 3 clusters Score -567616.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -567639.500000 Penalty: 4177.204590
	Iteration 14Q: 3 clusters Score -567639.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -567655.312500 Penalty: 4177.204590
	Iteration 15Q: 3 clusters Score -567655.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -567676.687500 Penalty: 4177.204590
	Iteration 16Q: 3 clusters Score -567676.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -567693.750000 Penalty: 4177.204590
	Iteration 17Q: 3 clusters Score -567693.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -567706.750000 Penalty: 4177.204590
	Iteration 18Q: 3 clusters Score -567706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -567720.500000 Penalty: 4177.204590
	Iteration 19Q: 3 clusters Score -567720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -567732.187500 Penalty: 4177.204590
	Iteration 20F: 3 clusters Score -567732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -567741.812500 Penalty: 4177.204590
	Iteration 21Q: 3 clusters Score -567741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -567748.375000 Penalty: 4177.204590
	Iteration 22Q: 3 clusters Score -567748.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -567755.125000 Penalty: 4177.204590
	Iteration 23Q: 3 clusters Score -567755.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -567763.250000 Penalty: 4177.204590
	Iteration 24Q: 3 clusters Score -567763.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -567774.500000 Penalty: 4177.204590
	Iteration 25Q: 3 clusters Score -567774.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -567782.812500 Penalty: 4177.204590
	Iteration 26Q: 3 clusters Score -567782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -567792.312500 Penalty: 4177.204590
	Iteration 27Q: 3 clusters Score -567792.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -567802.062500 Penalty: 4177.204590
	Iteration 28Q: 3 clusters Score -567802.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -567809.500000 Penalty: 4177.204590
	Iteration 29Q: 3 clusters Score -567809.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -567815.125000 Penalty: 4177.204590
	Iteration 30Q: 3 clusters Score -567815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -567820.312500 Penalty: 4177.204590
	Iteration 31Q: 3 clusters Score -567820.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -567827.812500 Penalty: 4177.204590
	Iteration 32Q: 3 clusters Score -567827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -567834.312500 Penalty: 4177.204590
	Iteration 33Q: 3 clusters Score -567834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -567842.187500 Penalty: 4177.204590
	Iteration 34Q: 3 clusters Score -567842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -567844.812500 Penalty: 4177.204590
	Iteration 35Q: 3 clusters Score -567844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -567849.625000 Penalty: 4177.204590
	Iteration 36Q: 3 clusters Score -567849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -567856.437500 Penalty: 4177.204590
	Iteration 37Q: 3 clusters Score -567856.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -567861.250000 Penalty: 4177.204590
	Iteration 38Q: 3 clusters Score -567861.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -567867.562500 Penalty: 4177.204590
	Iteration 39Q: 3 clusters Score -567867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -567874.125000 Penalty: 4177.204590
	Iteration 40F: 3 clusters Score -567874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -567877.187500 Penalty: 4177.204590
	Iteration 41Q: 3 clusters Score -567877.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -567881.312500 Penalty: 4177.204590
	Iteration 42Q: 3 clusters Score -567881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -567886.687500 Penalty: 4177.204590
	Iteration 43Q: 3 clusters Score -567886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -567890.375000 Penalty: 4177.204590
	Iteration 44Q: 3 clusters Score -567890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -567892.562500 Penalty: 4177.204590
	Iteration 45Q: 3 clusters Score -567892.6 nChanged 6
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: -567896.062500 Penalty: 4177.204590
	Iteration 46Q: 3 clusters Score -567896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -567900.187500 Penalty: 4177.204590
	Iteration 47Q: 3 clusters Score -567900.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -567907.062500 Penalty: 4177.204590
	Iteration 48Q: 3 clusters Score -567907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -567912.062500 Penalty: 4177.204590
	Iteration 49Q: 3 clusters Score -567912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -567919.375000 Penalty: 4177.204590
	Iteration 50Q: 3 clusters Score -567919.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -567924.500000 Penalty: 4177.204590
	Iteration 51Q: 3 clusters Score -567924.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -567932.062500 Penalty: 4177.204590
	Iteration 52Q: 3 clusters Score -567932.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -567940.562500 Penalty: 4177.204590
	Iteration 53Q: 3 clusters Score -567940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -567947.937500 Penalty: 4177.204590
	Iteration 54Q: 3 clusters Score -567947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -567955.875000 Penalty: 4177.204590
	Iteration 55Q: 3 clusters Score -567955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -567961.937500 Penalty: 4177.204590
	Iteration 56Q: 3 clusters Score -567961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -567968.125000 Penalty: 4177.204590
	Iteration 57Q: 3 clusters Score -567968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -567971.687500 Penalty: 4177.204590
	Iteration 58Q: 3 clusters Score -567971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -567973.437500 Penalty: 4177.204590
	Iteration 59Q: 3 clusters Score -567973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -567978.812500 Penalty: 4177.204590
	Iteration 60F: 3 clusters Score -567978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -567981.437500 Penalty: 4177.204590
	Iteration 61Q: 3 clusters Score -567981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -567984.000000 Penalty: 4177.204590
	Iteration 62Q: 3 clusters Score -567984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -567984.812500 Penalty: 4177.204590
	Iteration 63Q: 3 clusters Score -567984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -567986.562500 Penalty: 4177.204590
	Iteration 64Q: 3 clusters Score -567986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -567991.375000 Penalty: 4177.204590
	Iteration 65Q: 3 clusters Score -567991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -567996.812500 Penalty: 4177.204590
	Iteration 66Q: 3 clusters Score -567996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -568003.812500 Penalty: 4177.204590
	Iteration 67Q: 3 clusters Score -568003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -568007.937500 Penalty: 4177.204590
	Iteration 68Q: 3 clusters Score -568007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -568013.562500 Penalty: 4177.204590
	Iteration 69Q: 3 clusters Score -568013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -568016.375000 Penalty: 4177.204590
	Iteration 70Q: 3 clusters Score -568016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -568018.812500 Penalty: 4177.204590
	Iteration 71Q: 3 clusters Score -568018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -568023.687500 Penalty: 4177.204590
	Iteration 72Q: 3 clusters Score -568023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -568028.437500 Penalty: 4177.204590
	Iteration 73Q: 3 clusters Score -568028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -568032.250000 Penalty: 4177.204590
	Iteration 74Q: 3 clusters Score -568032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -568033.875000 Penalty: 4177.204590
	Iteration 75Q: 3 clusters Score -568033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -568037.500000 Penalty: 4177.204590
	Iteration 76Q: 3 clusters Score -568037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -568041.750000 Penalty: 4177.204590
	Iteration 77Q: 3 clusters Score -568041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -568044.187500 Penalty: 4177.204590
	Iteration 78Q: 3 clusters Score -568044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -568048.062500 Penalty: 4177.204590
	Iteration 79Q: 3 clusters Score -568048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -568051.750000 Penalty: 4177.204590
	Iteration 80F: 3 clusters Score -568051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -568052.000000 Penalty: 4177.204590
	Iteration 81Q: 3 clusters Score -568052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -568052.062500 Penalty: 4177.204590
	Iteration 82Q: 3 clusters Score -568052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -568053.812500 Penalty: 4177.204590
	Iteration 83Q: 3 clusters Score -568053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -568055.062500 Penalty: 4177.204590
	Iteration 84Q: 3 clusters Score -568055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -568058.187500 Penalty: 4177.204590
	Iteration 85Q: 3 clusters Score -568058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -568059.812500 Penalty: 4177.204590
	Iteration 86Q: 3 clusters Score -568059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -568060.875000 Penalty: 4177.204590
	Iteration 87Q: 3 clusters Score -568060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -568063.687500 Penalty: 4177.204590
	Iteration 88Q: 3 clusters Score -568063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -568065.750000 Penalty: 4177.204590
	Iteration 89Q: 3 clusters Score -568065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -568068.562500 Penalty: 4177.204590
	Iteration 90Q: 3 clusters Score -568068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -568071.937500 Penalty: 4177.204590
	Iteration 91Q: 3 clusters Score -568071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -568073.250000 Penalty: 4177.204590
	Iteration 92Q: 3 clusters Score -568073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -568078.312500 Penalty: 4177.204590
	Iteration 93Q: 3 clusters Score -568078.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -568081.437500 Penalty: 4177.204590
	Iteration 94Q: 3 clusters Score -568081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -568081.437500 Penalty: 4177.204590
	Iteration 95Q: 3 clusters Score -568081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -568081.062500 Penalty: 4177.204590
	Iteration 96Q: 3 clusters Score -568081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -568081.062500 Penalty: 4177.204590
	Iteration 97F: 3 clusters Score -568081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 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 317 members 
Entering Unmasked Estep 
Score: -69593.507812 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69593.51 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69859.304688 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69859.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69961.820312 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -69961.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70003.328125 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -70003.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70037.460938 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -70037.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70066.414062 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70066.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70079.601562 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70107.468750 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70107.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70128.671875 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70128.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70147.078125 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70147.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70156.921875 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70156.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70156.921875 Penalty: 3194.709473
	Iteration 11F: 3 clusters Score -70156.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209255 members 
Entering Unmasked Estep 
Score: -26837900.000000 Penalty: 3038.324463
	Iteration 0F: 2 clusters Score -2.68379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -26705622.000000 Penalty: 6076.648926
	Iteration 0F: 3 clusters Score -2.670562e+07 nChanged 100514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 107454 members 
Entering Unmasked Estep 
Score: -26763876.000000 Penalty: 6076.648926
	Iteration 1F: 3 clusters Score -2.676388e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -26765216.000000 Penalty: 6076.648926
	Iteration 2Q: 3 clusters Score -2.676522e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -26766724.000000 Penalty: 6076.648926
	Iteration 3Q: 3 clusters Score -2.676672e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -26769252.000000 Penalty: 6076.648926
	Iteration 4Q: 3 clusters Score -2.676925e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -26774392.000000 Penalty: 6076.648926
	Iteration 5Q: 3 clusters Score -2.677439e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -26783322.000000 Penalty: 6076.648926
	Iteration 6F: 3 clusters Score -2.678332e+07 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 145161 members 
Entering Unmasked Estep 
Score: -26796808.000000 Penalty: 6076.648926
	Iteration 7F: 3 clusters Score -2.679681e+07 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -26812816.000000 Penalty: 6076.648926
	Iteration 8F: 3 clusters Score -2.681282e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -26826348.000000 Penalty: 6076.648926
	Iteration 9F: 3 clusters Score -2.682635e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -26832326.000000 Penalty: 6076.648926
	Iteration 10Q: 3 clusters Score -2.683233e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -26834300.000000 Penalty: 6076.648926
	Iteration 11Q: 3 clusters Score -2.68343e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 180289 members 
Entering Unmasked Estep 
Score: -26835148.000000 Penalty: 6076.648926
	Iteration 12Q: 3 clusters Score -2.683515e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 183822 members 
Entering Unmasked Estep 
Score: -26835638.000000 Penalty: 6076.648926
	Iteration 13Q: 3 clusters Score -2.683564e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -26836032.000000 Penalty: 6076.648926
	Iteration 14Q: 3 clusters Score -2.683603e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 190228 members 
Entering Unmasked Estep 
Score: -26836412.000000 Penalty: 6076.648926
	Iteration 15Q: 3 clusters Score -2.683641e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -26836822.000000 Penalty: 6076.648926
	Iteration 16Q: 3 clusters Score -2.683682e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 195437 members 
Entering Unmasked Estep 
Score: -26836868.000000 Penalty: 6076.648926
	Iteration 17Q: 3 clusters Score -2.683687e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 197552 members 
Entering Unmasked Estep 
Score: -26836974.000000 Penalty: 6076.648926
	Iteration 18Q: 3 clusters Score -2.683697e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 199301 members 
Entering Unmasked Estep 
Score: -26837040.000000 Penalty: 6076.648926
	Iteration 19Q: 3 clusters Score -2.683704e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 200740 members 
Entering Unmasked Estep 
Score: -26837020.000000 Penalty: 6076.648926
	Iteration 20F: 3 clusters Score -2.683702e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -26837150.000000 Penalty: 6076.648926
	Iteration 21Q: 3 clusters Score -2.683715e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 202929 members 
Entering Unmasked Estep 
Score: -26837050.000000 Penalty: 6076.648926
	Iteration 22Q: 3 clusters Score -2.683705e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 203701 members 
Entering Unmasked Estep 
Score: -26836962.000000 Penalty: 6076.648926
	Iteration 23Q: 3 clusters Score -2.683696e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 204317 members 
Entering Unmasked Estep 
Score: -26837020.000000 Penalty: 6076.648926
	Iteration 24Q: 3 clusters Score -2.683702e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 204817 members 
Entering Unmasked Estep 
Score: -26837020.000000 Penalty: 6076.648926
	Iteration 25Q: 3 clusters Score -2.683702e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 205255 members 
Entering Unmasked Estep 
Score: -26836912.000000 Penalty: 6076.648926
	Iteration 26Q: 3 clusters Score -2.683691e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 205615 members 
Entering Unmasked Estep 
Score: -26836878.000000 Penalty: 6076.648926
	Iteration 27Q: 3 clusters Score -2.683688e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 205893 members 
Entering Unmasked Estep 
Score: -26836818.000000 Penalty: 6076.648926
	Iteration 28Q: 3 clusters Score -2.683682e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 206115 members 
Entering Unmasked Estep 
Score: -26836808.000000 Penalty: 6076.648926
	Iteration 29Q: 3 clusters Score -2.683681e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 206302 members 
Entering Unmasked Estep 
Score: -26836786.000000 Penalty: 6076.648926
	Iteration 30Q: 3 clusters Score -2.683679e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 206466 members 
Entering Unmasked Estep 
Score: -26836794.000000 Penalty: 6076.648926
	Iteration 31Q: 3 clusters Score -2.683679e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -26836728.000000 Penalty: 6076.648926
	Iteration 32Q: 3 clusters Score -2.683673e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 206723 members 
Entering Unmasked Estep 
Score: -26836666.000000 Penalty: 6076.648926
	Iteration 33Q: 3 clusters Score -2.683667e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 206810 members 
Entering Unmasked Estep 
Score: -26836670.000000 Penalty: 6076.648926
	Iteration 34Q: 3 clusters Score -2.683667e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 206886 members 
Entering Unmasked Estep 
Score: -26836604.000000 Penalty: 6076.648926
	Iteration 35Q: 3 clusters Score -2.68366e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 206950 members 
Entering Unmasked Estep 
Score: -26836594.000000 Penalty: 6076.648926
	Iteration 36Q: 3 clusters Score -2.683659e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -26836602.000000 Penalty: 6076.648926
	Iteration 37Q: 3 clusters Score -2.68366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 207062 members 
Entering Unmasked Estep 
Score: -26836574.000000 Penalty: 6076.648926
	Iteration 38Q: 3 clusters Score -2.683657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 207115 members 
Entering Unmasked Estep 
Score: -26836556.000000 Penalty: 6076.648926
	Iteration 39Q: 3 clusters Score -2.683656e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 207149 members 
Entering Unmasked Estep 
Score: -26836520.000000 Penalty: 6076.648926
	Iteration 40F: 3 clusters Score -2.683652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 207180 members 
Entering Unmasked Estep 
Score: -26836486.000000 Penalty: 6076.648926
	Iteration 41Q: 3 clusters Score -2.683649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 207208 members 
Entering Unmasked Estep 
Score: -26836490.000000 Penalty: 6076.648926
	Iteration 42Q: 3 clusters Score -2.683649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 207233 members 
Entering Unmasked Estep 
Score: -26836468.000000 Penalty: 6076.648926
	Iteration 43Q: 3 clusters Score -2.683647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 207256 members 
Entering Unmasked Estep 
Score: -26836468.000000 Penalty: 6076.648926
	Iteration 44Q: 3 clusters Score -2.683647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 207284 members 
Entering Unmasked Estep 
Score: -26836444.000000 Penalty: 6076.648926
	Iteration 45Q: 3 clusters Score -2.683644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 207308 members 
Entering Unmasked Estep 
Score: -26836434.000000 Penalty: 6076.648926
	Iteration 46Q: 3 clusters Score -2.683643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 207325 members 
Entering Unmasked Estep 
Score: -26836424.000000 Penalty: 6076.648926
	Iteration 47Q: 3 clusters Score -2.683642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 207340 members 
Entering Unmasked Estep 
Score: -26836410.000000 Penalty: 6076.648926
	Iteration 48Q: 3 clusters Score -2.683641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 207352 members 
Entering Unmasked Estep 
Score: -26836400.000000 Penalty: 6076.648926
	Iteration 49Q: 3 clusters Score -2.68364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 207364 members 
Entering Unmasked Estep 
Score: -26836436.000000 Penalty: 6076.648926
	Iteration 50Q: 3 clusters Score -2.683644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 207376 members 
Entering Unmasked Estep 
Score: -26836452.000000 Penalty: 6076.648926
	Iteration 51Q: 3 clusters Score -2.683645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 207383 members 
Entering Unmasked Estep 
Score: -26836420.000000 Penalty: 6076.648926
	Iteration 52Q: 3 clusters Score -2.683642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 207391 members 
Entering Unmasked Estep 
Score: -26836438.000000 Penalty: 6076.648926
	Iteration 53Q: 3 clusters Score -2.683644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 207401 members 
Entering Unmasked Estep 
Score: -26836386.000000 Penalty: 6076.648926
	Iteration 54Q: 3 clusters Score -2.683639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 207405 members 
Entering Unmasked Estep 
Score: -26836388.000000 Penalty: 6076.648926
	Iteration 55Q: 3 clusters Score -2.683639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 207416 members 
Entering Unmasked Estep 
Score: -26836402.000000 Penalty: 6076.648926
	Iteration 56Q: 3 clusters Score -2.68364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 207426 members 
Entering Unmasked Estep 
Score: -26836400.000000 Penalty: 6076.648926
	Iteration 57Q: 3 clusters Score -2.68364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 207437 members 
Entering Unmasked Estep 
Score: -26836400.000000 Penalty: 6076.648926
	Iteration 58Q: 3 clusters Score -2.68364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 207454 members 
Entering Unmasked Estep 
Score: -26836392.000000 Penalty: 6076.648926
	Iteration 59Q: 3 clusters Score -2.683639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 207468 members 
Entering Unmasked Estep 
Score: -26836406.000000 Penalty: 6076.648926
	Iteration 60F: 3 clusters Score -2.683641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 207477 members 
Entering Unmasked Estep 
Score: -26836408.000000 Penalty: 6076.648926
	Iteration 61Q: 3 clusters Score -2.683641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 207488 members 
Entering Unmasked Estep 
Score: -26836388.000000 Penalty: 6076.648926
	Iteration 62Q: 3 clusters Score -2.683639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 207498 members 
Entering Unmasked Estep 
Score: -26836410.000000 Penalty: 6076.648926
	Iteration 63Q: 3 clusters Score -2.683641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -26836412.000000 Penalty: 6076.648926
	Iteration 64Q: 3 clusters Score -2.683641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 207513 members 
Entering Unmasked Estep 
Score: -26836392.000000 Penalty: 6076.648926
	Iteration 65Q: 3 clusters Score -2.683639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 207521 members 
Entering Unmasked Estep 
Score: -26836400.000000 Penalty: 6076.648926
	Iteration 66Q: 3 clusters Score -2.68364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 207529 members 
Entering Unmasked Estep 
Score: -26836388.000000 Penalty: 6076.648926
	Iteration 67Q: 3 clusters Score -2.683639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 207533 members 
Entering Unmasked Estep 
Score: -26836388.000000 Penalty: 6076.648926
	Iteration 68Q: 3 clusters Score -2.683639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 207537 members 
Entering Unmasked Estep 
Score: -26836376.000000 Penalty: 6076.648926
	Iteration 69Q: 3 clusters Score -2.683638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 207542 members 
Entering Unmasked Estep 
Score: -26836380.000000 Penalty: 6076.648926
	Iteration 70Q: 3 clusters Score -2.683638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 207547 members 
Entering Unmasked Estep 
Score: -26836386.000000 Penalty: 6076.648926
	Iteration 71Q: 3 clusters Score -2.683639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 207556 members 
Entering Unmasked Estep 
Score: -26836372.000000 Penalty: 6076.648926
	Iteration 72Q: 3 clusters Score -2.683637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 207566 members 
Entering Unmasked Estep 
Score: -26836368.000000 Penalty: 6076.648926
	Iteration 73Q: 3 clusters Score -2.683637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 207575 members 
Entering Unmasked Estep 
Score: -26836356.000000 Penalty: 6076.648926
	Iteration 74Q: 3 clusters Score -2.683636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 207583 members 
Entering Unmasked Estep 
Score: -26836364.000000 Penalty: 6076.648926
	Iteration 75Q: 3 clusters Score -2.683636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 207594 members 
Entering Unmasked Estep 
Score: -26836348.000000 Penalty: 6076.648926
	Iteration 76Q: 3 clusters Score -2.683635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 207602 members 
Entering Unmasked Estep 
Score: -26836356.000000 Penalty: 6076.648926
	Iteration 77Q: 3 clusters Score -2.683636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -26836360.000000 Penalty: 6076.648926
	Iteration 78Q: 3 clusters Score -2.683636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -26836342.000000 Penalty: 6076.648926
	Iteration 79Q: 3 clusters Score -2.683634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 207622 members 
Entering Unmasked Estep 
Score: -26836340.000000 Penalty: 6076.648926
	Iteration 80F: 3 clusters Score -2.683634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 207625 members 
Entering Unmasked Estep 
Score: -26836334.000000 Penalty: 6076.648926
	Iteration 81Q: 3 clusters Score -2.683633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 207625 members 
Entering Unmasked Estep 
Score: -26836334.000000 Penalty: 6076.648926
	Iteration 82F: 3 clusters Score -2.683633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 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 416 members 
Entering Unmasked Estep 
Score: -89548.726562 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89548.73 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90004.187500 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -90004.19 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90190.710938 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90190.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90292.882812 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90292.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90383.648438 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -90383.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90454.585938 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90454.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90506.703125 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90506.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90545.921875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90545.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90553.679688 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90553.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90553.679688 Penalty: 3349.705322
	Iteration 9F: 3 clusters Score -90553.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68799.304688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68799.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69078.734375 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69078.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69212.250000 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69212.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69290.812500 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69290.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69362.210938 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -69362.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69417.710938 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69417.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69475.031250 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69475.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69509.914062 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69509.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69536.601562 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69573.359375 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69573.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69594.859375 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69594.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69605.054688 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69605.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69610.265625 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69610.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69615.992188 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69615.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69619.335938 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69619.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69619.335938 Penalty: 3219.398926
	Iteration 15F: 3 clusters Score -69619.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49738.007812 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49738.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49913.972656 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49913.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49957.449219 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49957.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49967.234375 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49967.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49972.812500 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49972.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49972.812500 Penalty: 3027.977295
	Iteration 5F: 3 clusters Score -49972.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Entering Unmasked Estep 
Score: -1048754.500000 Penalty: 2246.673828
	Iteration 0F: 2 clusters Score -1048754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1042128.562500 Penalty: 4493.347656
	Iteration 0F: 3 clusters Score -1042129 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1044461.687500 Penalty: 4493.347656
	Iteration 1F: 3 clusters Score -1044462 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1045184.437500 Penalty: 4493.347656
	Iteration 2F: 3 clusters Score -1045184 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1045829.812500 Penalty: 4493.347656
	Iteration 3F: 3 clusters Score -1045830 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1046367.000000 Penalty: 4493.347656
	Iteration 4F: 3 clusters Score -1046367 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1046797.062500 Penalty: 4493.347656
	Iteration 5F: 3 clusters Score -1046797 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1047131.250000 Penalty: 4493.347656
	Iteration 6F: 3 clusters Score -1047131 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1047341.375000 Penalty: 4493.347656
	Iteration 7Q: 3 clusters Score -1047341 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1047482.250000 Penalty: 4493.347656
	Iteration 8Q: 3 clusters Score -1047482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1047552.000000 Penalty: 4493.347656
	Iteration 9Q: 3 clusters Score -1047552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1047582.312500 Penalty: 4493.347656
	Iteration 10Q: 3 clusters Score -1047582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1047602.625000 Penalty: 4493.347656
	Iteration 11Q: 3 clusters Score -1047603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1047618.625000 Penalty: 4493.347656
	Iteration 12Q: 3 clusters Score -1047619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1047634.750000 Penalty: 4493.347656
	Iteration 13Q: 3 clusters Score -1047635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1047643.562500 Penalty: 4493.347656
	Iteration 14Q: 3 clusters Score -1047644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1047652.812500 Penalty: 4493.347656
	Iteration 15Q: 3 clusters Score -1047653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1047659.687500 Penalty: 4493.347656
	Iteration 16Q: 3 clusters Score -1047660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1047669.875000 Penalty: 4493.347656
	Iteration 17Q: 3 clusters Score -1047670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1047673.000000 Penalty: 4493.347656
	Iteration 18Q: 3 clusters Score -1047673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1047675.875000 Penalty: 4493.347656
	Iteration 19Q: 3 clusters Score -1047676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1047680.500000 Penalty: 4493.347656
	Iteration 20F: 3 clusters Score -1047680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1047684.125000 Penalty: 4493.347656
	Iteration 21Q: 3 clusters Score -1047684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1047691.062500 Penalty: 4493.347656
	Iteration 22Q: 3 clusters Score -1047691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1047697.375000 Penalty: 4493.347656
	Iteration 23Q: 3 clusters Score -1047697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1047704.750000 Penalty: 4493.347656
	Iteration 24Q: 3 clusters Score -1047705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1047711.687500 Penalty: 4493.347656
	Iteration 25Q: 3 clusters Score -1047712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1047715.250000 Penalty: 4493.347656
	Iteration 26Q: 3 clusters Score -1047715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1047718.312500 Penalty: 4493.347656
	Iteration 27Q: 3 clusters Score -1047718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1047725.000000 Penalty: 4493.347656
	Iteration 28Q: 3 clusters Score -1047725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1047728.562500 Penalty: 4493.347656
	Iteration 29Q: 3 clusters Score -1047729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1047733.687500 Penalty: 4493.347656
	Iteration 30Q: 3 clusters Score -1047734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1047735.187500 Penalty: 4493.347656
	Iteration 31Q: 3 clusters Score -1047735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1047738.250000 Penalty: 4493.347656
	Iteration 32Q: 3 clusters Score -1047738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1047740.937500 Penalty: 4493.347656
	Iteration 33Q: 3 clusters Score -1047741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1047744.687500 Penalty: 4493.347656
	Iteration 34Q: 3 clusters Score -1047745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1047747.437500 Penalty: 4493.347656
	Iteration 35Q: 3 clusters Score -1047747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1047749.000000 Penalty: 4493.347656
	Iteration 36Q: 3 clusters Score -1047749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1047749.500000 Penalty: 4493.347656
	Iteration 37Q: 3 clusters Score -1047750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1047752.187500 Penalty: 4493.347656
	Iteration 38Q: 3 clusters Score -1047752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1047755.875000 Penalty: 4493.347656
	Iteration 39Q: 3 clusters Score -1047756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1047756.125000 Penalty: 4493.347656
	Iteration 40F: 3 clusters Score -1047756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1047755.125000 Penalty: 4493.347656
	Iteration 41Q: 3 clusters Score -1047755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1047756.312500 Penalty: 4493.347656
	Iteration 42Q: 3 clusters Score -1047756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1047757.187500 Penalty: 4493.347656
	Iteration 43Q: 3 clusters Score -1047757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1047757.500000 Penalty: 4493.347656
	Iteration 44Q: 3 clusters Score -1047758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1047757.062500 Penalty: 4493.347656
	Iteration 45Q: 3 clusters Score -1047757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1047757.500000 Penalty: 4493.347656
	Iteration 46Q: 3 clusters Score -1047758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1047757.500000 Penalty: 4493.347656
	Iteration 47F: 3 clusters Score -1047758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35646.890625 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35646.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36043.769531 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -36043.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36180.308594 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36180.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36250.218750 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -36250.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36274.996094 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36297.343750 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36297.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36319.566406 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36319.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36341.882812 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36341.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36378.847656 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36378.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36397.320312 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36397.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36408.277344 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -36408.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36424.402344 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -36424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36437.269531 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -36437.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36439.902344 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -36439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36439.902344 Penalty: 2956.658691
	Iteration 14F: 3 clusters Score -36439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200046 members 
Mstep: Class 2 contains 66517 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 139539 members 
Mstep: Class 6 contains 36706 members 
Mstep: Class 7 contains 58860 members 
Mstep: Class 8 contains 32894 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176027 members 
Mstep: Class 11 contains 165499 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177374 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209255 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437312.000000 Penalty: 76877.992188
Iteration 319Q: 23 clusters Score -1.664373e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200120 members 
Mstep: Class 2 contains 66521 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 14174 members 
Mstep: Class 5 contains 139539 members 
Mstep: Class 6 contains 36695 members 
Mstep: Class 7 contains 58848 members 
Mstep: Class 8 contains 32894 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176014 members 
Mstep: Class 11 contains 165515 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177381 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209198 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437280.000000 Penalty: 76877.992188
Iteration 320F: 23 clusters Score -1.664373e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 66523 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 139541 members 
Mstep: Class 6 contains 36693 members 
Mstep: Class 7 contains 58837 members 
Mstep: Class 8 contains 32897 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176022 members 
Mstep: Class 11 contains 165517 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177394 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209136 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437472.000000 Penalty: 76877.992188
Iteration 321Q: 23 clusters Score -1.664375e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 66524 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 139546 members 
Mstep: Class 6 contains 36688 members 
Mstep: Class 7 contains 58830 members 
Mstep: Class 8 contains 32894 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176002 members 
Mstep: Class 11 contains 165520 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177419 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209074 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437440.000000 Penalty: 76877.992188
Iteration 322Q: 23 clusters Score -1.664374e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200262 members 
Mstep: Class 2 contains 66525 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 139544 members 
Mstep: Class 6 contains 36688 members 
Mstep: Class 7 contains 58831 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175982 members 
Mstep: Class 11 contains 165534 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177436 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 209022 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437568.000000 Penalty: 76877.992188
Iteration 323Q: 23 clusters Score -1.664376e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 66527 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 139545 members 
Mstep: Class 6 contains 36686 members 
Mstep: Class 7 contains 58830 members 
Mstep: Class 8 contains 32906 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175978 members 
Mstep: Class 11 contains 165544 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177435 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208968 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437520.000000 Penalty: 76877.992188
Iteration 324Q: 23 clusters Score -1.664375e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200347 members 
Mstep: Class 2 contains 66524 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 14184 members 
Mstep: Class 5 contains 139530 members 
Mstep: Class 6 contains 36690 members 
Mstep: Class 7 contains 58830 members 
Mstep: Class 8 contains 32908 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175989 members 
Mstep: Class 11 contains 165544 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177451 members 
Mstep: Class 14 contains 19257 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208914 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437632.000000 Penalty: 76877.992188
Iteration 325Q: 23 clusters Score -1.664376e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200377 members 
Mstep: Class 2 contains 66526 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 139519 members 
Mstep: Class 6 contains 36688 members 
Mstep: Class 7 contains 58823 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176004 members 
Mstep: Class 11 contains 165543 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177468 members 
Mstep: Class 14 contains 19255 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208870 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437648.000000 Penalty: 76877.992188
Iteration 326Q: 23 clusters Score -1.664376e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200427 members 
Mstep: Class 2 contains 66530 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 139500 members 
Mstep: Class 6 contains 36679 members 
Mstep: Class 7 contains 58814 members 
Mstep: Class 8 contains 32915 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176017 members 
Mstep: Class 11 contains 165548 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177472 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208830 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8599 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437696.000000 Penalty: 76877.992188
Iteration 327Q: 23 clusters Score -1.664377e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200476 members 
Mstep: Class 2 contains 66534 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 14186 members 
Mstep: Class 5 contains 139499 members 
Mstep: Class 6 contains 36670 members 
Mstep: Class 7 contains 58814 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176011 members 
Mstep: Class 11 contains 165557 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177492 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208766 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8599 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437712.000000 Penalty: 76877.992188
Iteration 328Q: 23 clusters Score -1.664377e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200531 members 
Mstep: Class 2 contains 66538 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 14185 members 
Mstep: Class 5 contains 139497 members 
Mstep: Class 6 contains 36662 members 
Mstep: Class 7 contains 58807 members 
Mstep: Class 8 contains 32926 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176011 members 
Mstep: Class 11 contains 165566 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177501 members 
Mstep: Class 14 contains 19251 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208711 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437584.000000 Penalty: 76877.992188
Iteration 329Q: 23 clusters Score -1.664376e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 66535 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 139505 members 
Mstep: Class 6 contains 36657 members 
Mstep: Class 7 contains 58797 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176022 members 
Mstep: Class 11 contains 165576 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177499 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208671 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8595 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437648.000000 Penalty: 76877.992188
Iteration 330Q: 23 clusters Score -1.664376e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200584 members 
Mstep: Class 2 contains 66537 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 139503 members 
Mstep: Class 6 contains 36652 members 
Mstep: Class 7 contains 58797 members 
Mstep: Class 8 contains 32922 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176045 members 
Mstep: Class 11 contains 165588 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177491 members 
Mstep: Class 14 contains 19251 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208642 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437616.000000 Penalty: 76877.992188
Iteration 331Q: 23 clusters Score -1.664376e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 66544 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 139502 members 
Mstep: Class 6 contains 36650 members 
Mstep: Class 7 contains 58801 members 
Mstep: Class 8 contains 32925 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176036 members 
Mstep: Class 11 contains 165597 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177504 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208583 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437840.000000 Penalty: 76877.992188
Iteration 332Q: 23 clusters Score -1.664378e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 66549 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 14192 members 
Mstep: Class 5 contains 139490 members 
Mstep: Class 6 contains 36645 members 
Mstep: Class 7 contains 58807 members 
Mstep: Class 8 contains 32927 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176015 members 
Mstep: Class 11 contains 165606 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177523 members 
Mstep: Class 14 contains 19251 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208558 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8595 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437920.000000 Penalty: 76877.992188
Iteration 333Q: 23 clusters Score -1.664379e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200669 members 
Mstep: Class 2 contains 66551 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 139498 members 
Mstep: Class 6 contains 36637 members 
Mstep: Class 7 contains 58811 members 
Mstep: Class 8 contains 32922 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176026 members 
Mstep: Class 11 contains 165619 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177524 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208519 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437968.000000 Penalty: 76877.992188
Iteration 334Q: 23 clusters Score -1.66438e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200707 members 
Mstep: Class 2 contains 66555 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 139508 members 
Mstep: Class 6 contains 36632 members 
Mstep: Class 7 contains 58809 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 176024 members 
Mstep: Class 11 contains 165636 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177513 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208482 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 76877.992188
Iteration 335Q: 23 clusters Score -1.66438e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200737 members 
Mstep: Class 2 contains 66555 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 139526 members 
Mstep: Class 6 contains 36623 members 
Mstep: Class 7 contains 58810 members 
Mstep: Class 8 contains 32916 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176015 members 
Mstep: Class 11 contains 165657 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177493 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208464 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 76877.992188
Iteration 336Q: 23 clusters Score -1.66438e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 66554 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 139538 members 
Mstep: Class 6 contains 36617 members 
Mstep: Class 7 contains 58808 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176009 members 
Mstep: Class 11 contains 165681 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177478 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208457 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438176.000000 Penalty: 76877.992188
Iteration 337Q: 23 clusters Score -1.664382e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200766 members 
Mstep: Class 2 contains 66560 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 139543 members 
Mstep: Class 6 contains 36603 members 
Mstep: Class 7 contains 58813 members 
Mstep: Class 8 contains 32916 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176015 members 
Mstep: Class 11 contains 165688 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177462 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208453 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437936.000000 Penalty: 76877.992188
Iteration 338Q: 23 clusters Score -1.664379e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200788 members 
Mstep: Class 2 contains 66564 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 139539 members 
Mstep: Class 6 contains 36592 members 
Mstep: Class 7 contains 58815 members 
Mstep: Class 8 contains 32927 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176010 members 
Mstep: Class 11 contains 165699 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177453 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208436 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437968.000000 Penalty: 76877.992188
Iteration 339Q: 23 clusters Score -1.66438e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200818 members 
Mstep: Class 2 contains 66565 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 14185 members 
Mstep: Class 5 contains 139526 members 
Mstep: Class 6 contains 36584 members 
Mstep: Class 7 contains 58820 members 
Mstep: Class 8 contains 32936 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175993 members 
Mstep: Class 11 contains 165714 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177450 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208425 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438096.000000 Penalty: 76877.992188
Iteration 340F: 23 clusters Score -1.664381e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200841 members 
Mstep: Class 2 contains 66566 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 139517 members 
Mstep: Class 6 contains 36580 members 
Mstep: Class 7 contains 58826 members 
Mstep: Class 8 contains 32942 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175993 members 
Mstep: Class 11 contains 165732 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177433 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208408 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438032.000000 Penalty: 76877.992188
Iteration 341Q: 23 clusters Score -1.66438e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200864 members 
Mstep: Class 2 contains 66563 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 139511 members 
Mstep: Class 6 contains 36577 members 
Mstep: Class 7 contains 58830 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175993 members 
Mstep: Class 11 contains 165741 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177435 members 
Mstep: Class 14 contains 19256 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208383 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438032.000000 Penalty: 76877.992188
Iteration 342Q: 23 clusters Score -1.66438e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200879 members 
Mstep: Class 2 contains 66568 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 139513 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 58834 members 
Mstep: Class 8 contains 32954 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175992 members 
Mstep: Class 11 contains 165758 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177422 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208350 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438064.000000 Penalty: 76877.992188
Iteration 343Q: 23 clusters Score -1.664381e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200886 members 
Mstep: Class 2 contains 66574 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 139513 members 
Mstep: Class 6 contains 36582 members 
Mstep: Class 7 contains 58835 members 
Mstep: Class 8 contains 32960 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175997 members 
Mstep: Class 11 contains 165759 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177425 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208323 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437952.000000 Penalty: 76877.992188
Iteration 344Q: 23 clusters Score -1.66438e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200893 members 
Mstep: Class 2 contains 66581 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 139518 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 58836 members 
Mstep: Class 8 contains 32966 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176001 members 
Mstep: Class 11 contains 165765 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177424 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208294 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 76877.992188
Iteration 345Q: 23 clusters Score -1.664379e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200915 members 
Mstep: Class 2 contains 66581 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 139532 members 
Mstep: Class 6 contains 36578 members 
Mstep: Class 7 contains 58842 members 
Mstep: Class 8 contains 32967 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 176010 members 
Mstep: Class 11 contains 165770 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177417 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208253 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437856.000000 Penalty: 76877.992188
Iteration 346Q: 23 clusters Score -1.664379e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200939 members 
Mstep: Class 2 contains 66578 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 14195 members 
Mstep: Class 5 contains 139535 members 
Mstep: Class 6 contains 36581 members 
Mstep: Class 7 contains 58846 members 
Mstep: Class 8 contains 32974 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 176014 members 
Mstep: Class 11 contains 165782 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177413 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208205 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437744.000000 Penalty: 76877.992188
Iteration 347Q: 23 clusters Score -1.664377e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 66584 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 139546 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 58848 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 176006 members 
Mstep: Class 11 contains 165793 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177402 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208157 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437760.000000 Penalty: 76877.992188
Iteration 348Q: 23 clusters Score -1.664378e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200997 members 
Mstep: Class 2 contains 66587 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 139557 members 
Mstep: Class 6 contains 36588 members 
Mstep: Class 7 contains 58856 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175997 members 
Mstep: Class 11 contains 165798 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177404 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208117 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437696.000000 Penalty: 76877.992188
Iteration 349Q: 23 clusters Score -1.664377e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201018 members 
Mstep: Class 2 contains 66590 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 139574 members 
Mstep: Class 6 contains 36588 members 
Mstep: Class 7 contains 58860 members 
Mstep: Class 8 contains 32990 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175992 members 
Mstep: Class 11 contains 165816 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177404 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208066 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437776.000000 Penalty: 76877.992188
Iteration 350Q: 23 clusters Score -1.664378e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201046 members 
Mstep: Class 2 contains 66588 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 139575 members 
Mstep: Class 6 contains 36590 members 
Mstep: Class 7 contains 58866 members 
Mstep: Class 8 contains 32998 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175990 members 
Mstep: Class 11 contains 165819 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177408 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208030 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437648.000000 Penalty: 76877.992188
Iteration 351Q: 23 clusters Score -1.664376e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 66587 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 139581 members 
Mstep: Class 6 contains 36589 members 
Mstep: Class 7 contains 58868 members 
Mstep: Class 8 contains 33004 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 175990 members 
Mstep: Class 11 contains 165818 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177414 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 208003 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437696.000000 Penalty: 76877.992188
Iteration 352Q: 23 clusters Score -1.664377e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 66587 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 139593 members 
Mstep: Class 6 contains 36587 members 
Mstep: Class 7 contains 58867 members 
Mstep: Class 8 contains 33007 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175977 members 
Mstep: Class 11 contains 165822 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177423 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207976 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437824.000000 Penalty: 76877.992188
Iteration 353Q: 23 clusters Score -1.664378e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 66583 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 139610 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 58866 members 
Mstep: Class 8 contains 33008 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175956 members 
Mstep: Class 11 contains 165837 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177432 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207948 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438000.000000 Penalty: 76877.992188
Iteration 354Q: 23 clusters Score -1.66438e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201111 members 
Mstep: Class 2 contains 66578 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 139629 members 
Mstep: Class 6 contains 36582 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 33013 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175944 members 
Mstep: Class 11 contains 165853 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177435 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207923 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437936.000000 Penalty: 76877.992188
Iteration 355Q: 23 clusters Score -1.664379e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201105 members 
Mstep: Class 2 contains 66575 members 
Mstep: Class 3 contains 1964 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 139653 members 
Mstep: Class 6 contains 36593 members 
Mstep: Class 7 contains 58867 members 
Mstep: Class 8 contains 33015 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175934 members 
Mstep: Class 11 contains 165865 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 177453 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207900 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437872.000000 Penalty: 76877.992188
Iteration 356Q: 23 clusters Score -1.664379e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201088 members 
Mstep: Class 2 contains 66574 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 139674 members 
Mstep: Class 6 contains 36598 members 
Mstep: Class 7 contains 58869 members 
Mstep: Class 8 contains 33016 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175926 members 
Mstep: Class 11 contains 165886 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177455 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207890 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3481.248535 but Gain 3494.453125
Score: -166437776.000000 Penalty: 73383.539062
Iteration 357Q: 22 clusters Score -1.664378e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201071 members 
Mstep: Class 2 contains 66576 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 141503 members 
Mstep: Class 6 contains 36609 members 
Mstep: Class 7 contains 58866 members 
Mstep: Class 8 contains 33017 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 175906 members 
Mstep: Class 11 contains 166009 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177448 members 
Mstep: Class 14 contains 19270 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207896 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440128.000000 Penalty: 73383.539062
Iteration 358Q: 22 clusters Score -1.664401e+08 nChanged 1785
Entering ConstructFrom: 
Score: -166440128.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (201062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201062 members 
Entering Unmasked Estep 
Score: -25793706.000000 Penalty: 3028.419434
	Iteration 0F: 2 clusters Score -2.579371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -25663368.000000 Penalty: 6056.838867
	Iteration 0F: 3 clusters Score -2.566337e+07 nChanged 96887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -25722414.000000 Penalty: 6056.838867
	Iteration 1F: 3 clusters Score -2.572241e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -25726252.000000 Penalty: 6056.838867
	Iteration 2Q: 3 clusters Score -2.572625e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -25731910.000000 Penalty: 6056.838867
	Iteration 3Q: 3 clusters Score -2.573191e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109106 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -25738942.000000 Penalty: 6056.838867
	Iteration 4F: 3 clusters Score -2.573894e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -25747926.000000 Penalty: 6056.838867
	Iteration 5F: 3 clusters Score -2.574793e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -25757910.000000 Penalty: 6056.838867
	Iteration 6F: 3 clusters Score -2.575791e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108005 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -25765832.000000 Penalty: 6056.838867
	Iteration 7F: 3 clusters Score -2.576583e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -25769956.000000 Penalty: 6056.838867
	Iteration 8Q: 3 clusters Score -2.576996e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -25771806.000000 Penalty: 6056.838867
	Iteration 9Q: 3 clusters Score -2.577181e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -25772714.000000 Penalty: 6056.838867
	Iteration 10Q: 3 clusters Score -2.577271e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -25773408.000000 Penalty: 6056.838867
	Iteration 11Q: 3 clusters Score -2.577341e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -25774034.000000 Penalty: 6056.838867
	Iteration 12Q: 3 clusters Score -2.577403e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -25774588.000000 Penalty: 6056.838867
	Iteration 13Q: 3 clusters Score -2.577459e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -25775084.000000 Penalty: 6056.838867
	Iteration 14Q: 3 clusters Score -2.577508e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -25775624.000000 Penalty: 6056.838867
	Iteration 15Q: 3 clusters Score -2.577562e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -25776280.000000 Penalty: 6056.838867
	Iteration 16Q: 3 clusters Score -2.577628e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -25776912.000000 Penalty: 6056.838867
	Iteration 17Q: 3 clusters Score -2.577691e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 109393 members 
Entering Unmasked Estep 
Score: -25777590.000000 Penalty: 6056.838867
	Iteration 18Q: 3 clusters Score -2.577759e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -25778062.000000 Penalty: 6056.838867
	Iteration 19Q: 3 clusters Score -2.577806e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -25778548.000000 Penalty: 6056.838867
	Iteration 20F: 3 clusters Score -2.577855e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -25779146.000000 Penalty: 6056.838867
	Iteration 21Q: 3 clusters Score -2.577915e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -25779502.000000 Penalty: 6056.838867
	Iteration 22Q: 3 clusters Score -2.57795e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -25779750.000000 Penalty: 6056.838867
	Iteration 23Q: 3 clusters Score -2.577975e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -25780152.000000 Penalty: 6056.838867
	Iteration 24Q: 3 clusters Score -2.578015e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -25780536.000000 Penalty: 6056.838867
	Iteration 25Q: 3 clusters Score -2.578054e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 122863 members 
Entering Unmasked Estep 
Score: -25780862.000000 Penalty: 6056.838867
	Iteration 26Q: 3 clusters Score -2.578086e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -25781140.000000 Penalty: 6056.838867
	Iteration 27Q: 3 clusters Score -2.578114e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 126505 members 
Entering Unmasked Estep 
Score: -25781462.000000 Penalty: 6056.838867
	Iteration 28Q: 3 clusters Score -2.578146e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -25781840.000000 Penalty: 6056.838867
	Iteration 29Q: 3 clusters Score -2.578184e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -25782210.000000 Penalty: 6056.838867
	Iteration 30Q: 3 clusters Score -2.578221e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -25782434.000000 Penalty: 6056.838867
	Iteration 31Q: 3 clusters Score -2.578243e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -25782626.000000 Penalty: 6056.838867
	Iteration 32Q: 3 clusters Score -2.578263e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -25782994.000000 Penalty: 6056.838867
	Iteration 33Q: 3 clusters Score -2.578299e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -25783208.000000 Penalty: 6056.838867
	Iteration 34Q: 3 clusters Score -2.578321e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -25783566.000000 Penalty: 6056.838867
	Iteration 35Q: 3 clusters Score -2.578357e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 139631 members 
Entering Unmasked Estep 
Score: -25783914.000000 Penalty: 6056.838867
	Iteration 36Q: 3 clusters Score -2.578391e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 141249 members 
Entering Unmasked Estep 
Score: -25784104.000000 Penalty: 6056.838867
	Iteration 37Q: 3 clusters Score -2.57841e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -25784446.000000 Penalty: 6056.838867
	Iteration 38Q: 3 clusters Score -2.578445e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -25784836.000000 Penalty: 6056.838867
	Iteration 39Q: 3 clusters Score -2.578484e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -25785170.000000 Penalty: 6056.838867
	Iteration 40F: 3 clusters Score -2.578517e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -25785672.000000 Penalty: 6056.838867
	Iteration 41Q: 3 clusters Score -2.578567e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -25785912.000000 Penalty: 6056.838867
	Iteration 42Q: 3 clusters Score -2.578591e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -25786132.000000 Penalty: 6056.838867
	Iteration 43Q: 3 clusters Score -2.578613e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -25786480.000000 Penalty: 6056.838867
	Iteration 44Q: 3 clusters Score -2.578648e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -25787004.000000 Penalty: 6056.838867
	Iteration 45Q: 3 clusters Score -2.5787e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -25787490.000000 Penalty: 6056.838867
	Iteration 46Q: 3 clusters Score -2.578749e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -25788050.000000 Penalty: 6056.838867
	Iteration 47Q: 3 clusters Score -2.578805e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -25788732.000000 Penalty: 6056.838867
	Iteration 48Q: 3 clusters Score -2.578873e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -25789242.000000 Penalty: 6056.838867
	Iteration 49Q: 3 clusters Score -2.578924e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 168482 members 
Entering Unmasked Estep 
Score: -25790078.000000 Penalty: 6056.838867
	Iteration 50Q: 3 clusters Score -2.579008e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -25790606.000000 Penalty: 6056.838867
	Iteration 51Q: 3 clusters Score -2.579061e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -25791262.000000 Penalty: 6056.838867
	Iteration 52Q: 3 clusters Score -2.579126e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 178532 members 
Entering Unmasked Estep 
Score: -25791870.000000 Penalty: 6056.838867
	Iteration 53Q: 3 clusters Score -2.579187e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -25792442.000000 Penalty: 6056.838867
	Iteration 54Q: 3 clusters Score -2.579244e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -25792928.000000 Penalty: 6056.838867
	Iteration 55Q: 3 clusters Score -2.579293e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -25793234.000000 Penalty: 6056.838867
	Iteration 56Q: 3 clusters Score -2.579323e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25793378.000000 Penalty: 6056.838867
	Iteration 57Q: 3 clusters Score -2.579338e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 191037 members 
Entering Unmasked Estep 
Score: -25793388.000000 Penalty: 6056.838867
	Iteration 58Q: 3 clusters Score -2.579339e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 192312 members 
Entering Unmasked Estep 
Score: -25793194.000000 Penalty: 6056.838867
	Iteration 59Q: 3 clusters Score -2.579319e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 193190 members 
Entering Unmasked Estep 
Score: -25793362.000000 Penalty: 6056.838867
	Iteration 60F: 3 clusters Score -2.579336e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -25793408.000000 Penalty: 6056.838867
	Iteration 61Q: 3 clusters Score -2.579341e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 195500 members 
Entering Unmasked Estep 
Score: -25793166.000000 Penalty: 6056.838867
	Iteration 62Q: 3 clusters Score -2.579317e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 196248 members 
Entering Unmasked Estep 
Score: -25793096.000000 Penalty: 6056.838867
	Iteration 63Q: 3 clusters Score -2.57931e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 196851 members 
Entering Unmasked Estep 
Score: -25793040.000000 Penalty: 6056.838867
	Iteration 64Q: 3 clusters Score -2.579304e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -25792882.000000 Penalty: 6056.838867
	Iteration 65Q: 3 clusters Score -2.579288e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 197642 members 
Entering Unmasked Estep 
Score: -25792810.000000 Penalty: 6056.838867
	Iteration 66Q: 3 clusters Score -2.579281e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 197935 members 
Entering Unmasked Estep 
Score: -25792700.000000 Penalty: 6056.838867
	Iteration 67Q: 3 clusters Score -2.57927e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 198162 members 
Entering Unmasked Estep 
Score: -25792662.000000 Penalty: 6056.838867
	Iteration 68Q: 3 clusters Score -2.579266e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 198358 members 
Entering Unmasked Estep 
Score: -25792610.000000 Penalty: 6056.838867
	Iteration 69Q: 3 clusters Score -2.579261e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 198535 members 
Entering Unmasked Estep 
Score: -25792550.000000 Penalty: 6056.838867
	Iteration 70Q: 3 clusters Score -2.579255e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 198676 members 
Entering Unmasked Estep 
Score: -25792480.000000 Penalty: 6056.838867
	Iteration 71Q: 3 clusters Score -2.579248e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 198793 members 
Entering Unmasked Estep 
Score: -25792438.000000 Penalty: 6056.838867
	Iteration 72Q: 3 clusters Score -2.579244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 198880 members 
Entering Unmasked Estep 
Score: -25792384.000000 Penalty: 6056.838867
	Iteration 73Q: 3 clusters Score -2.579238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -25792386.000000 Penalty: 6056.838867
	Iteration 74Q: 3 clusters Score -2.579239e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 199018 members 
Entering Unmasked Estep 
Score: -25792360.000000 Penalty: 6056.838867
	Iteration 75Q: 3 clusters Score -2.579236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 199071 members 
Entering Unmasked Estep 
Score: -25792350.000000 Penalty: 6056.838867
	Iteration 76Q: 3 clusters Score -2.579235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 199123 members 
Entering Unmasked Estep 
Score: -25792330.000000 Penalty: 6056.838867
	Iteration 77Q: 3 clusters Score -2.579233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 199169 members 
Entering Unmasked Estep 
Score: -25792310.000000 Penalty: 6056.838867
	Iteration 78Q: 3 clusters Score -2.579231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 199209 members 
Entering Unmasked Estep 
Score: -25792304.000000 Penalty: 6056.838867
	Iteration 79Q: 3 clusters Score -2.57923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 199244 members 
Entering Unmasked Estep 
Score: -25792278.000000 Penalty: 6056.838867
	Iteration 80F: 3 clusters Score -2.579228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 199274 members 
Entering Unmasked Estep 
Score: -25792230.000000 Penalty: 6056.838867
	Iteration 81Q: 3 clusters Score -2.579223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 199297 members 
Entering Unmasked Estep 
Score: -25792204.000000 Penalty: 6056.838867
	Iteration 82Q: 3 clusters Score -2.57922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -25792198.000000 Penalty: 6056.838867
	Iteration 83Q: 3 clusters Score -2.57922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 199330 members 
Entering Unmasked Estep 
Score: -25792216.000000 Penalty: 6056.838867
	Iteration 84Q: 3 clusters Score -2.579222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 199343 members 
Entering Unmasked Estep 
Score: -25792228.000000 Penalty: 6056.838867
	Iteration 85Q: 3 clusters Score -2.579223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 199351 members 
Entering Unmasked Estep 
Score: -25792226.000000 Penalty: 6056.838867
	Iteration 86Q: 3 clusters Score -2.579223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 199358 members 
Entering Unmasked Estep 
Score: -25792218.000000 Penalty: 6056.838867
	Iteration 87Q: 3 clusters Score -2.579222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 199363 members 
Entering Unmasked Estep 
Score: -25792200.000000 Penalty: 6056.838867
	Iteration 88Q: 3 clusters Score -2.57922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 199369 members 
Entering Unmasked Estep 
Score: -25792212.000000 Penalty: 6056.838867
	Iteration 89Q: 3 clusters Score -2.579221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 199378 members 
Entering Unmasked Estep 
Score: -25792192.000000 Penalty: 6056.838867
	Iteration 90Q: 3 clusters Score -2.579219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 199385 members 
Entering Unmasked Estep 
Score: -25792202.000000 Penalty: 6056.838867
	Iteration 91Q: 3 clusters Score -2.57922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 199388 members 
Entering Unmasked Estep 
Score: -25792210.000000 Penalty: 6056.838867
	Iteration 92Q: 3 clusters Score -2.579221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 199389 members 
Entering Unmasked Estep 
Score: -25792206.000000 Penalty: 6056.838867
	Iteration 93Q: 3 clusters Score -2.579221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 199391 members 
Entering Unmasked Estep 
Score: -25792206.000000 Penalty: 6056.838867
	Iteration 94Q: 3 clusters Score -2.579221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -25792200.000000 Penalty: 6056.838867
	Iteration 95Q: 3 clusters Score -2.57922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 199397 members 
Entering Unmasked Estep 
Score: -25792206.000000 Penalty: 6056.838867
	Iteration 96Q: 3 clusters Score -2.579221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 199401 members 
Entering Unmasked Estep 
Score: -25792222.000000 Penalty: 6056.838867
	Iteration 97Q: 3 clusters Score -2.579222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 199404 members 
Entering Unmasked Estep 
Score: -25792208.000000 Penalty: 6056.838867
	Iteration 98Q: 3 clusters Score -2.579221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 199408 members 
Entering Unmasked Estep 
Score: -25792214.000000 Penalty: 6056.838867
	Iteration 99Q: 3 clusters Score -2.579221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 199409 members 
Entering Unmasked Estep 
Score: -25792212.000000 Penalty: 6056.838867
	Iteration 100F: 3 clusters Score -2.579221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Entering Unmasked Estep 
Score: -8325169.500000 Penalty: 2754.312500
	Iteration 0F: 2 clusters Score -8325170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8280359.500000 Penalty: 5508.625000
	Iteration 0F: 3 clusters Score -8280360 nChanged 31155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -8297891.500000 Penalty: 5508.625000
	Iteration 1F: 3 clusters Score -8297892 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -8298395.000000 Penalty: 5508.625000
	Iteration 2Q: 3 clusters Score -8298395 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8298937.000000 Penalty: 5508.625000
	Iteration 3Q: 3 clusters Score -8298937 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -8299366.000000 Penalty: 5508.625000
	Iteration 4Q: 3 clusters Score -8299366 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8299998.000000 Penalty: 5508.625000
	Iteration 5Q: 3 clusters Score -8299998 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8300953.000000 Penalty: 5508.625000
	Iteration 6Q: 3 clusters Score -8300953 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -8302409.000000 Penalty: 5508.625000
	Iteration 7Q: 3 clusters Score -8302409 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8304803.500000 Penalty: 5508.625000
	Iteration 8F: 3 clusters Score -8304804 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -8308454.500000 Penalty: 5508.625000
	Iteration 9F: 3 clusters Score -8308454 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -8312695.500000 Penalty: 5508.625000
	Iteration 10F: 3 clusters Score -8312696 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -8316786.500000 Penalty: 5508.625000
	Iteration 11F: 3 clusters Score -8316786 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -8319906.000000 Penalty: 5508.625000
	Iteration 12Q: 3 clusters Score -8319906 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -8321646.500000 Penalty: 5508.625000
	Iteration 13Q: 3 clusters Score -8321646 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -8322368.500000 Penalty: 5508.625000
	Iteration 14Q: 3 clusters Score -8322368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8322607.500000 Penalty: 5508.625000
	Iteration 15Q: 3 clusters Score -8322608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8322711.000000 Penalty: 5508.625000
	Iteration 16Q: 3 clusters Score -8322711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -8322765.500000 Penalty: 5508.625000
	Iteration 17Q: 3 clusters Score -8322766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -8322771.500000 Penalty: 5508.625000
	Iteration 18Q: 3 clusters Score -8322772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -8322788.500000 Penalty: 5508.625000
	Iteration 19Q: 3 clusters Score -8322788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -8322798.000000 Penalty: 5508.625000
	Iteration 20F: 3 clusters Score -8322798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -8322803.000000 Penalty: 5508.625000
	Iteration 21Q: 3 clusters Score -8322803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -8322812.000000 Penalty: 5508.625000
	Iteration 22Q: 3 clusters Score -8322812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -8322827.500000 Penalty: 5508.625000
	Iteration 23Q: 3 clusters Score -8322828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -8322828.500000 Penalty: 5508.625000
	Iteration 24Q: 3 clusters Score -8322828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -8322828.000000 Penalty: 5508.625000
	Iteration 25Q: 3 clusters Score -8322828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -8322837.500000 Penalty: 5508.625000
	Iteration 26Q: 3 clusters Score -8322838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -8322837.500000 Penalty: 5508.625000
	Iteration 27F: 3 clusters Score -8322838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Entering Unmasked Estep 
Score: -1753065.750000 Penalty: 2371.284424
	Iteration 0F: 2 clusters Score -1753066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1742772.250000 Penalty: 4742.568848
	Iteration 0F: 3 clusters Score -1742772 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1746083.125000 Penalty: 4742.568848
	Iteration 1F: 3 clusters Score -1746083 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1746432.750000 Penalty: 4742.568848
	Iteration 2F: 3 clusters Score -1746433 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1746750.125000 Penalty: 4742.568848
	Iteration 3Q: 3 clusters Score -1746750 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1747099.125000 Penalty: 4742.568848
	Iteration 4Q: 3 clusters Score -1747099 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1747468.625000 Penalty: 4742.568848
	Iteration 5Q: 3 clusters Score -1747469 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1747885.500000 Penalty: 4742.568848
	Iteration 6Q: 3 clusters Score -1747886 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1748352.875000 Penalty: 4742.568848
	Iteration 7Q: 3 clusters Score -1748353 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1748743.625000 Penalty: 4742.568848
	Iteration 8Q: 3 clusters Score -1748744 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1749052.750000 Penalty: 4742.568848
	Iteration 9Q: 3 clusters Score -1749053 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1749332.875000 Penalty: 4742.568848
	Iteration 10Q: 3 clusters Score -1749333 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1749618.000000 Penalty: 4742.568848
	Iteration 11Q: 3 clusters Score -1749618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1749958.250000 Penalty: 4742.568848
	Iteration 12Q: 3 clusters Score -1749958 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1750317.250000 Penalty: 4742.568848
	Iteration 13Q: 3 clusters Score -1750317 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1750636.125000 Penalty: 4742.568848
	Iteration 14Q: 3 clusters Score -1750636 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1750865.875000 Penalty: 4742.568848
	Iteration 15Q: 3 clusters Score -1750866 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1751028.375000 Penalty: 4742.568848
	Iteration 16Q: 3 clusters Score -1751028 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1751147.125000 Penalty: 4742.568848
	Iteration 17Q: 3 clusters Score -1751147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1751256.125000 Penalty: 4742.568848
	Iteration 18Q: 3 clusters Score -1751256 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1751347.875000 Penalty: 4742.568848
	Iteration 19Q: 3 clusters Score -1751348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1751427.250000 Penalty: 4742.568848
	Iteration 20F: 3 clusters Score -1751427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1751506.625000 Penalty: 4742.568848
	Iteration 21Q: 3 clusters Score -1751507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1751577.875000 Penalty: 4742.568848
	Iteration 22Q: 3 clusters Score -1751578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1751660.875000 Penalty: 4742.568848
	Iteration 23Q: 3 clusters Score -1751661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1751752.250000 Penalty: 4742.568848
	Iteration 24Q: 3 clusters Score -1751752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1751843.750000 Penalty: 4742.568848
	Iteration 25Q: 3 clusters Score -1751844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1751929.750000 Penalty: 4742.568848
	Iteration 26Q: 3 clusters Score -1751930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1752015.125000 Penalty: 4742.568848
	Iteration 27Q: 3 clusters Score -1752015 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1752114.000000 Penalty: 4742.568848
	Iteration 28Q: 3 clusters Score -1752114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1752203.000000 Penalty: 4742.568848
	Iteration 29Q: 3 clusters Score -1752203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1752259.375000 Penalty: 4742.568848
	Iteration 30Q: 3 clusters Score -1752259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1752310.750000 Penalty: 4742.568848
	Iteration 31Q: 3 clusters Score -1752311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1752348.750000 Penalty: 4742.568848
	Iteration 32Q: 3 clusters Score -1752349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1752361.375000 Penalty: 4742.568848
	Iteration 33Q: 3 clusters Score -1752361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1752379.875000 Penalty: 4742.568848
	Iteration 34Q: 3 clusters Score -1752380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1752399.250000 Penalty: 4742.568848
	Iteration 35Q: 3 clusters Score -1752399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1752410.250000 Penalty: 4742.568848
	Iteration 36Q: 3 clusters Score -1752410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1752419.250000 Penalty: 4742.568848
	Iteration 37Q: 3 clusters Score -1752419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1752427.500000 Penalty: 4742.568848
	Iteration 38Q: 3 clusters Score -1752428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1752433.125000 Penalty: 4742.568848
	Iteration 39Q: 3 clusters Score -1752433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1752435.125000 Penalty: 4742.568848
	Iteration 40F: 3 clusters Score -1752435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1752441.375000 Penalty: 4742.568848
	Iteration 41Q: 3 clusters Score -1752441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1752441.125000 Penalty: 4742.568848
	Iteration 42Q: 3 clusters Score -1752441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1752445.000000 Penalty: 4742.568848
	Iteration 43Q: 3 clusters Score -1752445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1752447.500000 Penalty: 4742.568848
	Iteration 44Q: 3 clusters Score -1752448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1752449.000000 Penalty: 4742.568848
	Iteration 45Q: 3 clusters Score -1752449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1752448.125000 Penalty: 4742.568848
	Iteration 46Q: 3 clusters Score -1752448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1752448.125000 Penalty: 4742.568848
	Iteration 47F: 3 clusters Score -1752448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141413 members 
Entering Unmasked Estep 
Score: -18327280.000000 Penalty: 2941.141113
	Iteration 0F: 2 clusters Score -1.832728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -18232894.000000 Penalty: 5882.282227
	Iteration 0F: 3 clusters Score -1.823289e+07 nChanged 67499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -18271808.000000 Penalty: 5882.282227
	Iteration 1F: 3 clusters Score -1.827181e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -18272822.000000 Penalty: 5882.282227
	Iteration 2Q: 3 clusters Score -1.827282e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -18274420.000000 Penalty: 5882.282227
	Iteration 3Q: 3 clusters Score -1.827442e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -18277028.000000 Penalty: 5882.282227
	Iteration 4Q: 3 clusters Score -1.827703e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -18281438.000000 Penalty: 5882.282227
	Iteration 5F: 3 clusters Score -1.828144e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -18288614.000000 Penalty: 5882.282227
	Iteration 6F: 3 clusters Score -1.828861e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -18298754.000000 Penalty: 5882.282227
	Iteration 7F: 3 clusters Score -1.829875e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -18310234.000000 Penalty: 5882.282227
	Iteration 8F: 3 clusters Score -1.831023e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -18318738.000000 Penalty: 5882.282227
	Iteration 9F: 3 clusters Score -1.831874e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -18322710.000000 Penalty: 5882.282227
	Iteration 10Q: 3 clusters Score -1.832271e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18323934.000000 Penalty: 5882.282227
	Iteration 11Q: 3 clusters Score -1.832393e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141036 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18324350.000000 Penalty: 5882.282227
	Iteration 12Q: 3 clusters Score -1.832435e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18324472.000000 Penalty: 5882.282227
	Iteration 13Q: 3 clusters Score -1.832447e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18324536.000000 Penalty: 5882.282227
	Iteration 14Q: 3 clusters Score -1.832454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18324600.000000 Penalty: 5882.282227
	Iteration 15Q: 3 clusters Score -1.83246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18324618.000000 Penalty: 5882.282227
	Iteration 16Q: 3 clusters Score -1.832462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18324616.000000 Penalty: 5882.282227
	Iteration 17Q: 3 clusters Score -1.832462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18324628.000000 Penalty: 5882.282227
	Iteration 18Q: 3 clusters Score -1.832463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18324632.000000 Penalty: 5882.282227
	Iteration 19Q: 3 clusters Score -1.832463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18324632.000000 Penalty: 5882.282227
	Iteration 20F: 3 clusters Score -1.832463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Entering Unmasked Estep 
Score: -4764977.000000 Penalty: 2606.077637
	Iteration 0F: 2 clusters Score -4764977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4740054.000000 Penalty: 5212.155273
	Iteration 0F: 3 clusters Score -4740054 nChanged 16731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4749149.000000 Penalty: 5212.155273
	Iteration 1F: 3 clusters Score -4749149 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4749626.500000 Penalty: 5212.155273
	Iteration 2Q: 3 clusters Score -4749626 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4750045.500000 Penalty: 5212.155273
	Iteration 3Q: 3 clusters Score -4750046 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4750525.500000 Penalty: 5212.155273
	Iteration 4Q: 3 clusters Score -4750526 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4751162.500000 Penalty: 5212.155273
	Iteration 5Q: 3 clusters Score -4751162 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4752054.000000 Penalty: 5212.155273
	Iteration 6Q: 3 clusters Score -4752054 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4753312.000000 Penalty: 5212.155273
	Iteration 7F: 3 clusters Score -4753312 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4755095.500000 Penalty: 5212.155273
	Iteration 8F: 3 clusters Score -4755096 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4757126.000000 Penalty: 5212.155273
	Iteration 9F: 3 clusters Score -4757126 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4759083.500000 Penalty: 5212.155273
	Iteration 10F: 3 clusters Score -4759084 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4760443.000000 Penalty: 5212.155273
	Iteration 11Q: 3 clusters Score -4760443 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4761116.500000 Penalty: 5212.155273
	Iteration 12Q: 3 clusters Score -4761116 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4761432.500000 Penalty: 5212.155273
	Iteration 13Q: 3 clusters Score -4761432 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4761649.000000 Penalty: 5212.155273
	Iteration 14Q: 3 clusters Score -4761649 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4761827.000000 Penalty: 5212.155273
	Iteration 15Q: 3 clusters Score -4761827 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4761930.000000 Penalty: 5212.155273
	Iteration 16Q: 3 clusters Score -4761930 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4762037.500000 Penalty: 5212.155273
	Iteration 17Q: 3 clusters Score -4762038 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4762121.000000 Penalty: 5212.155273
	Iteration 18Q: 3 clusters Score -4762121 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4762198.500000 Penalty: 5212.155273
	Iteration 19Q: 3 clusters Score -4762198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4762284.000000 Penalty: 5212.155273
	Iteration 20F: 3 clusters Score -4762284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4762347.500000 Penalty: 5212.155273
	Iteration 21Q: 3 clusters Score -4762348 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4762398.500000 Penalty: 5212.155273
	Iteration 22Q: 3 clusters Score -4762398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4762471.000000 Penalty: 5212.155273
	Iteration 23Q: 3 clusters Score -4762471 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4762532.500000 Penalty: 5212.155273
	Iteration 24Q: 3 clusters Score -4762532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4762575.500000 Penalty: 5212.155273
	Iteration 25Q: 3 clusters Score -4762576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4762609.000000 Penalty: 5212.155273
	Iteration 26Q: 3 clusters Score -4762609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4762634.500000 Penalty: 5212.155273
	Iteration 27Q: 3 clusters Score -4762634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4762669.500000 Penalty: 5212.155273
	Iteration 28Q: 3 clusters Score -4762670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4762701.000000 Penalty: 5212.155273
	Iteration 29Q: 3 clusters Score -4762701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4762723.000000 Penalty: 5212.155273
	Iteration 30Q: 3 clusters Score -4762723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4762743.500000 Penalty: 5212.155273
	Iteration 31Q: 3 clusters Score -4762744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4762772.500000 Penalty: 5212.155273
	Iteration 32Q: 3 clusters Score -4762772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4762786.000000 Penalty: 5212.155273
	Iteration 33Q: 3 clusters Score -4762786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4762803.000000 Penalty: 5212.155273
	Iteration 34Q: 3 clusters Score -4762803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4762834.500000 Penalty: 5212.155273
	Iteration 35Q: 3 clusters Score -4762834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4762854.000000 Penalty: 5212.155273
	Iteration 36Q: 3 clusters Score -4762854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4762878.000000 Penalty: 5212.155273
	Iteration 37Q: 3 clusters Score -4762878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4762889.000000 Penalty: 5212.155273
	Iteration 38Q: 3 clusters Score -4762889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4762901.000000 Penalty: 5212.155273
	Iteration 39Q: 3 clusters Score -4762901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4762911.500000 Penalty: 5212.155273
	Iteration 40F: 3 clusters Score -4762912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4762922.000000 Penalty: 5212.155273
	Iteration 41Q: 3 clusters Score -4762922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4762924.000000 Penalty: 5212.155273
	Iteration 42Q: 3 clusters Score -4762924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4762934.500000 Penalty: 5212.155273
	Iteration 43Q: 3 clusters Score -4762934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4762944.000000 Penalty: 5212.155273
	Iteration 44Q: 3 clusters Score -4762944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4762960.000000 Penalty: 5212.155273
	Iteration 45Q: 3 clusters Score -4762960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4762970.500000 Penalty: 5212.155273
	Iteration 46Q: 3 clusters Score -4762970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4762976.500000 Penalty: 5212.155273
	Iteration 47Q: 3 clusters Score -4762976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4762975.000000 Penalty: 5212.155273
	Iteration 48Q: 3 clusters Score -4762975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4762977.500000 Penalty: 5212.155273
	Iteration 49Q: 3 clusters Score -4762978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4762984.000000 Penalty: 5212.155273
	Iteration 50Q: 3 clusters Score -4762984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4762991.500000 Penalty: 5212.155273
	Iteration 51Q: 3 clusters Score -4762992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4763003.500000 Penalty: 5212.155273
	Iteration 52Q: 3 clusters Score -4763004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4763020.000000 Penalty: 5212.155273
	Iteration 53Q: 3 clusters Score -4763020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4763013.000000 Penalty: 5212.155273
	Iteration 54Q: 3 clusters Score -4763013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4763016.500000 Penalty: 5212.155273
	Iteration 55Q: 3 clusters Score -4763016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4763022.500000 Penalty: 5212.155273
	Iteration 56Q: 3 clusters Score -4763022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4763022.500000 Penalty: 5212.155273
	Iteration 57Q: 3 clusters Score -4763022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4763024.000000 Penalty: 5212.155273
	Iteration 58Q: 3 clusters Score -4763024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4763027.500000 Penalty: 5212.155273
	Iteration 59Q: 3 clusters Score -4763028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4763030.000000 Penalty: 5212.155273
	Iteration 60F: 3 clusters Score -4763030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4763032.500000 Penalty: 5212.155273
	Iteration 61Q: 3 clusters Score -4763032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4763031.000000 Penalty: 5212.155273
	Iteration 62Q: 3 clusters Score -4763031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4763038.000000 Penalty: 5212.155273
	Iteration 63Q: 3 clusters Score -4763038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4763038.500000 Penalty: 5212.155273
	Iteration 64Q: 3 clusters Score -4763038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4763035.000000 Penalty: 5212.155273
	Iteration 65Q: 3 clusters Score -4763035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4763031.500000 Penalty: 5212.155273
	Iteration 66Q: 3 clusters Score -4763032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4763030.500000 Penalty: 5212.155273
	Iteration 67Q: 3 clusters Score -4763030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4763046.000000 Penalty: 5212.155273
	Iteration 68Q: 3 clusters Score -4763046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4763041.000000 Penalty: 5212.155273
	Iteration 69Q: 3 clusters Score -4763041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4763043.000000 Penalty: 5212.155273
	Iteration 70Q: 3 clusters Score -4763043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4763044.000000 Penalty: 5212.155273
	Iteration 71Q: 3 clusters Score -4763044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4763042.500000 Penalty: 5212.155273
	Iteration 72Q: 3 clusters Score -4763042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4763039.500000 Penalty: 5212.155273
	Iteration 73Q: 3 clusters Score -4763040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4763039.500000 Penalty: 5212.155273
	Iteration 74F: 3 clusters Score -4763040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Entering Unmasked Estep 
Score: -7683053.500000 Penalty: 2724.016113
	Iteration 0F: 2 clusters Score -7683054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -7643458.500000 Penalty: 5448.032227
	Iteration 0F: 3 clusters Score -7643458 nChanged 27400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7658715.500000 Penalty: 5448.032227
	Iteration 1F: 3 clusters Score -7658716 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -7659202.000000 Penalty: 5448.032227
	Iteration 2Q: 3 clusters Score -7659202 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -7659682.500000 Penalty: 5448.032227
	Iteration 3Q: 3 clusters Score -7659682 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7660106.000000 Penalty: 5448.032227
	Iteration 4Q: 3 clusters Score -7660106 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -7660612.500000 Penalty: 5448.032227
	Iteration 5Q: 3 clusters Score -7660612 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -7661068.000000 Penalty: 5448.032227
	Iteration 6Q: 3 clusters Score -7661068 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7661713.500000 Penalty: 5448.032227
	Iteration 7Q: 3 clusters Score -7661714 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -7662542.000000 Penalty: 5448.032227
	Iteration 8Q: 3 clusters Score -7662542 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -7663528.500000 Penalty: 5448.032227
	Iteration 9Q: 3 clusters Score -7663528 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7664819.000000 Penalty: 5448.032227
	Iteration 10Q: 3 clusters Score -7664819 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -7666413.000000 Penalty: 5448.032227
	Iteration 11Q: 3 clusters Score -7666413 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -7668356.500000 Penalty: 5448.032227
	Iteration 12F: 3 clusters Score -7668356 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -7670679.500000 Penalty: 5448.032227
	Iteration 13F: 3 clusters Score -7670680 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -7673049.000000 Penalty: 5448.032227
	Iteration 14F: 3 clusters Score -7673049 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -7675121.500000 Penalty: 5448.032227
	Iteration 15Q: 3 clusters Score -7675122 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7676755.000000 Penalty: 5448.032227
	Iteration 16Q: 3 clusters Score -7676755 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7677992.500000 Penalty: 5448.032227
	Iteration 17Q: 3 clusters Score -7677992 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7678909.500000 Penalty: 5448.032227
	Iteration 18Q: 3 clusters Score -7678910 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7679544.500000 Penalty: 5448.032227
	Iteration 19Q: 3 clusters Score -7679544 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7679935.500000 Penalty: 5448.032227
	Iteration 20F: 3 clusters Score -7679936 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7680196.500000 Penalty: 5448.032227
	Iteration 21Q: 3 clusters Score -7680196 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7680363.500000 Penalty: 5448.032227
	Iteration 22Q: 3 clusters Score -7680364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7680446.500000 Penalty: 5448.032227
	Iteration 23Q: 3 clusters Score -7680446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7680521.500000 Penalty: 5448.032227
	Iteration 24Q: 3 clusters Score -7680522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7680564.000000 Penalty: 5448.032227
	Iteration 25Q: 3 clusters Score -7680564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7680583.500000 Penalty: 5448.032227
	Iteration 26Q: 3 clusters Score -7680584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7680606.000000 Penalty: 5448.032227
	Iteration 27Q: 3 clusters Score -7680606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7680617.500000 Penalty: 5448.032227
	Iteration 28Q: 3 clusters Score -7680618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7680634.000000 Penalty: 5448.032227
	Iteration 29Q: 3 clusters Score -7680634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7680644.500000 Penalty: 5448.032227
	Iteration 30Q: 3 clusters Score -7680644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7680644.000000 Penalty: 5448.032227
	Iteration 31Q: 3 clusters Score -7680644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7680642.000000 Penalty: 5448.032227
	Iteration 32Q: 3 clusters Score -7680642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7680650.500000 Penalty: 5448.032227
	Iteration 33Q: 3 clusters Score -7680650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7680651.000000 Penalty: 5448.032227
	Iteration 34Q: 3 clusters Score -7680651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7680653.500000 Penalty: 5448.032227
	Iteration 35Q: 3 clusters Score -7680654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7680656.000000 Penalty: 5448.032227
	Iteration 36Q: 3 clusters Score -7680656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7680657.500000 Penalty: 5448.032227
	Iteration 37Q: 3 clusters Score -7680658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7680660.000000 Penalty: 5448.032227
	Iteration 38Q: 3 clusters Score -7680660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7680661.500000 Penalty: 5448.032227
	Iteration 39Q: 3 clusters Score -7680662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7680661.500000 Penalty: 5448.032227
	Iteration 40F: 3 clusters Score -7680662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Entering Unmasked Estep 
Score: -4309237.500000 Penalty: 2580.542480
	Iteration 0F: 2 clusters Score -4309238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4286682.500000 Penalty: 5161.084961
	Iteration 0F: 3 clusters Score -4286682 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4294808.500000 Penalty: 5161.084961
	Iteration 1F: 3 clusters Score -4294808 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4295234.000000 Penalty: 5161.084961
	Iteration 2Q: 3 clusters Score -4295234 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4295547.500000 Penalty: 5161.084961
	Iteration 3Q: 3 clusters Score -4295548 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4295830.000000 Penalty: 5161.084961
	Iteration 4Q: 3 clusters Score -4295830 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4296115.000000 Penalty: 5161.084961
	Iteration 5Q: 3 clusters Score -4296115 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4296446.000000 Penalty: 5161.084961
	Iteration 6Q: 3 clusters Score -4296446 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4296838.500000 Penalty: 5161.084961
	Iteration 7Q: 3 clusters Score -4296838 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4297458.500000 Penalty: 5161.084961
	Iteration 8Q: 3 clusters Score -4297458 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4298429.500000 Penalty: 5161.084961
	Iteration 9F: 3 clusters Score -4298430 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4299917.500000 Penalty: 5161.084961
	Iteration 10F: 3 clusters Score -4299918 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4301904.000000 Penalty: 5161.084961
	Iteration 11F: 3 clusters Score -4301904 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4303863.500000 Penalty: 5161.084961
	Iteration 12F: 3 clusters Score -4303864 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4305361.000000 Penalty: 5161.084961
	Iteration 13Q: 3 clusters Score -4305361 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -4306179.500000 Penalty: 5161.084961
	Iteration 14Q: 3 clusters Score -4306180 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4306649.000000 Penalty: 5161.084961
	Iteration 15Q: 3 clusters Score -4306649 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4306901.500000 Penalty: 5161.084961
	Iteration 16Q: 3 clusters Score -4306902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4307030.500000 Penalty: 5161.084961
	Iteration 17Q: 3 clusters Score -4307030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4307108.000000 Penalty: 5161.084961
	Iteration 18Q: 3 clusters Score -4307108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4307152.500000 Penalty: 5161.084961
	Iteration 19Q: 3 clusters Score -4307152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4307180.000000 Penalty: 5161.084961
	Iteration 20F: 3 clusters Score -4307180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4307193.500000 Penalty: 5161.084961
	Iteration 21Q: 3 clusters Score -4307194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4307187.500000 Penalty: 5161.084961
	Iteration 22Q: 3 clusters Score -4307188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4307207.500000 Penalty: 5161.084961
	Iteration 23Q: 3 clusters Score -4307208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4307210.000000 Penalty: 5161.084961
	Iteration 24Q: 3 clusters Score -4307210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4307228.500000 Penalty: 5161.084961
	Iteration 25Q: 3 clusters Score -4307228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4307231.500000 Penalty: 5161.084961
	Iteration 26Q: 3 clusters Score -4307232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4307242.500000 Penalty: 5161.084961
	Iteration 27Q: 3 clusters Score -4307242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4307246.000000 Penalty: 5161.084961
	Iteration 28Q: 3 clusters Score -4307246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4307250.500000 Penalty: 5161.084961
	Iteration 29Q: 3 clusters Score -4307250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4307252.000000 Penalty: 5161.084961
	Iteration 30Q: 3 clusters Score -4307252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4307254.000000 Penalty: 5161.084961
	Iteration 31Q: 3 clusters Score -4307254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4307257.000000 Penalty: 5161.084961
	Iteration 32Q: 3 clusters Score -4307257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4307258.000000 Penalty: 5161.084961
	Iteration 33Q: 3 clusters Score -4307258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4307261.000000 Penalty: 5161.084961
	Iteration 34Q: 3 clusters Score -4307261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4307268.500000 Penalty: 5161.084961
	Iteration 35Q: 3 clusters Score -4307268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4307270.000000 Penalty: 5161.084961
	Iteration 36Q: 3 clusters Score -4307270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4307270.000000 Penalty: 5161.084961
	Iteration 37F: 3 clusters Score -4307270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -147769.984375 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -147770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145690.109375 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -145690.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -146024.265625 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -146024.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -146132.984375 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -146133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146176.984375 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -146177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146230.046875 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -146230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -146271.500000 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -146271.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146334.593750 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -146334.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -146374.031250 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -146374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146411.671875 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -146411.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146463.921875 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -146463.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146502.328125 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -146502.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146545.406250 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -146545.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146579.000000 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -146579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146619.937500 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -146619.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146656.718750 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -146656.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146685.031250 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -146685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146716.718750 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -146716.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146743.468750 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -146743.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146771.359375 Penalty: 3529.731445
	Iteration 18Q: 3 clusters Score -146771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -146798.468750 Penalty: 3529.731445
	Iteration 19Q: 3 clusters Score -146798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -146811.640625 Penalty: 3529.731445
	Iteration 20F: 3 clusters Score -146811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146819.468750 Penalty: 3529.731445
	Iteration 21Q: 3 clusters Score -146819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146839.359375 Penalty: 3529.731445
	Iteration 22Q: 3 clusters Score -146839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146863.937500 Penalty: 3529.731445
	Iteration 23Q: 3 clusters Score -146863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -146877.859375 Penalty: 3529.731445
	Iteration 24Q: 3 clusters Score -146877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -146912.812500 Penalty: 3529.731445
	Iteration 25Q: 3 clusters Score -146912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146937.078125 Penalty: 3529.731445
	Iteration 26Q: 3 clusters Score -146937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146968.140625 Penalty: 3529.731445
	Iteration 27Q: 3 clusters Score -146968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146982.406250 Penalty: 3529.731445
	Iteration 28Q: 3 clusters Score -146982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -146997.437500 Penalty: 3529.731445
	Iteration 29Q: 3 clusters Score -146997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147013.828125 Penalty: 3529.731445
	Iteration 30Q: 3 clusters Score -147013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -147018.515625 Penalty: 3529.731445
	Iteration 31Q: 3 clusters Score -147018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147023.781250 Penalty: 3529.731445
	Iteration 32Q: 3 clusters Score -147023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147026.500000 Penalty: 3529.731445
	Iteration 33Q: 3 clusters Score -147026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147026.500000 Penalty: 3529.731445
	Iteration 34F: 3 clusters Score -147026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Entering Unmasked Estep 
Score: -22650104.000000 Penalty: 2995.129639
	Iteration 0F: 2 clusters Score -2.26501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -22536108.000000 Penalty: 5990.259277
	Iteration 0F: 3 clusters Score -2.253611e+07 nChanged 84133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -22585486.000000 Penalty: 5990.259277
	Iteration 1F: 3 clusters Score -2.258549e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -22587374.000000 Penalty: 5990.259277
	Iteration 2Q: 3 clusters Score -2.258737e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -22589822.000000 Penalty: 5990.259277
	Iteration 3Q: 3 clusters Score -2.258982e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -22593458.000000 Penalty: 5990.259277
	Iteration 4Q: 3 clusters Score -2.259346e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -22598840.000000 Penalty: 5990.259277
	Iteration 5F: 3 clusters Score -2.259884e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -22606474.000000 Penalty: 5990.259277
	Iteration 6F: 3 clusters Score -2.260647e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -22615186.000000 Penalty: 5990.259277
	Iteration 7F: 3 clusters Score -2.261519e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -22623618.000000 Penalty: 5990.259277
	Iteration 8F: 3 clusters Score -2.262362e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -22629934.000000 Penalty: 5990.259277
	Iteration 9F: 3 clusters Score -2.262993e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -22633990.000000 Penalty: 5990.259277
	Iteration 10Q: 3 clusters Score -2.263399e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -22636588.000000 Penalty: 5990.259277
	Iteration 11Q: 3 clusters Score -2.263659e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -22638594.000000 Penalty: 5990.259277
	Iteration 12Q: 3 clusters Score -2.263859e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -22640134.000000 Penalty: 5990.259277
	Iteration 13Q: 3 clusters Score -2.264013e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -22641226.000000 Penalty: 5990.259277
	Iteration 14Q: 3 clusters Score -2.264123e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -22642402.000000 Penalty: 5990.259277
	Iteration 15Q: 3 clusters Score -2.26424e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -22643368.000000 Penalty: 5990.259277
	Iteration 16Q: 3 clusters Score -2.264337e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162192 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -22644382.000000 Penalty: 5990.259277
	Iteration 17Q: 3 clusters Score -2.264438e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -22645090.000000 Penalty: 5990.259277
	Iteration 18Q: 3 clusters Score -2.264509e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166029 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -22645810.000000 Penalty: 5990.259277
	Iteration 19Q: 3 clusters Score -2.264581e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -22646212.000000 Penalty: 5990.259277
	Iteration 20F: 3 clusters Score -2.264621e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168832 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -22646658.000000 Penalty: 5990.259277
	Iteration 21Q: 3 clusters Score -2.264666e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -22646962.000000 Penalty: 5990.259277
	Iteration 22Q: 3 clusters Score -2.264696e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -22647116.000000 Penalty: 5990.259277
	Iteration 23Q: 3 clusters Score -2.264712e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22647342.000000 Penalty: 5990.259277
	Iteration 24Q: 3 clusters Score -2.264734e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -22647500.000000 Penalty: 5990.259277
	Iteration 25Q: 3 clusters Score -2.26475e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172413 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -22647692.000000 Penalty: 5990.259277
	Iteration 26Q: 3 clusters Score -2.264769e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22647742.000000 Penalty: 5990.259277
	Iteration 27Q: 3 clusters Score -2.264774e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22647774.000000 Penalty: 5990.259277
	Iteration 28Q: 3 clusters Score -2.264777e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22647824.000000 Penalty: 5990.259277
	Iteration 29Q: 3 clusters Score -2.264782e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22647904.000000 Penalty: 5990.259277
	Iteration 30Q: 3 clusters Score -2.26479e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22647962.000000 Penalty: 5990.259277
	Iteration 31Q: 3 clusters Score -2.264796e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -22647954.000000 Penalty: 5990.259277
	Iteration 32Q: 3 clusters Score -2.264795e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -22647962.000000 Penalty: 5990.259277
	Iteration 33Q: 3 clusters Score -2.264796e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173749 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -22647976.000000 Penalty: 5990.259277
	Iteration 34Q: 3 clusters Score -2.264798e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173815 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22647950.000000 Penalty: 5990.259277
	Iteration 35Q: 3 clusters Score -2.264795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22647976.000000 Penalty: 5990.259277
	Iteration 36Q: 3 clusters Score -2.264798e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173925 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22648006.000000 Penalty: 5990.259277
	Iteration 37Q: 3 clusters Score -2.264801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173968 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -22648036.000000 Penalty: 5990.259277
	Iteration 38Q: 3 clusters Score -2.264804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174001 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22648044.000000 Penalty: 5990.259277
	Iteration 39Q: 3 clusters Score -2.264804e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -22648046.000000 Penalty: 5990.259277
	Iteration 40F: 3 clusters Score -2.264805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174048 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22648070.000000 Penalty: 5990.259277
	Iteration 41Q: 3 clusters Score -2.264807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22648110.000000 Penalty: 5990.259277
	Iteration 42Q: 3 clusters Score -2.264811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22648110.000000 Penalty: 5990.259277
	Iteration 43Q: 3 clusters Score -2.264811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174109 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22648096.000000 Penalty: 5990.259277
	Iteration 44Q: 3 clusters Score -2.26481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22648100.000000 Penalty: 5990.259277
	Iteration 45Q: 3 clusters Score -2.26481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22648120.000000 Penalty: 5990.259277
	Iteration 46Q: 3 clusters Score -2.264812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22648110.000000 Penalty: 5990.259277
	Iteration 47Q: 3 clusters Score -2.264811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -22648098.000000 Penalty: 5990.259277
	Iteration 48Q: 3 clusters Score -2.26481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174155 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22648100.000000 Penalty: 5990.259277
	Iteration 49Q: 3 clusters Score -2.26481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174164 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22648108.000000 Penalty: 5990.259277
	Iteration 50Q: 3 clusters Score -2.264811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22648126.000000 Penalty: 5990.259277
	Iteration 51Q: 3 clusters Score -2.264813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -22648126.000000 Penalty: 5990.259277
	Iteration 52Q: 3 clusters Score -2.264813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174185 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22648134.000000 Penalty: 5990.259277
	Iteration 53Q: 3 clusters Score -2.264813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174189 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22648118.000000 Penalty: 5990.259277
	Iteration 54Q: 3 clusters Score -2.264812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174191 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22648120.000000 Penalty: 5990.259277
	Iteration 55Q: 3 clusters Score -2.264812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22648110.000000 Penalty: 5990.259277
	Iteration 56Q: 3 clusters Score -2.264811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174197 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -22648100.000000 Penalty: 5990.259277
	Iteration 57Q: 3 clusters Score -2.26481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22648102.000000 Penalty: 5990.259277
	Iteration 58Q: 3 clusters Score -2.26481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174209 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -22648108.000000 Penalty: 5990.259277
	Iteration 59Q: 3 clusters Score -2.264811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -22648110.000000 Penalty: 5990.259277
	Iteration 60F: 3 clusters Score -2.264811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22648108.000000 Penalty: 5990.259277
	Iteration 61Q: 3 clusters Score -2.264811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -22648112.000000 Penalty: 5990.259277
	Iteration 62Q: 3 clusters Score -2.264811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -22648124.000000 Penalty: 5990.259277
	Iteration 63Q: 3 clusters Score -2.264812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -22648112.000000 Penalty: 5990.259277
	Iteration 64Q: 3 clusters Score -2.264811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22648084.000000 Penalty: 5990.259277
	Iteration 65Q: 3 clusters Score -2.264808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174239 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -22648102.000000 Penalty: 5990.259277
	Iteration 66Q: 3 clusters Score -2.26481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22648116.000000 Penalty: 5990.259277
	Iteration 67Q: 3 clusters Score -2.264812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174241 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22648112.000000 Penalty: 5990.259277
	Iteration 68Q: 3 clusters Score -2.264811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174244 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -22648118.000000 Penalty: 5990.259277
	Iteration 69Q: 3 clusters Score -2.264812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22648106.000000 Penalty: 5990.259277
	Iteration 70Q: 3 clusters Score -2.264811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22648106.000000 Penalty: 5990.259277
	Iteration 71F: 3 clusters Score -2.264811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Entering Unmasked Estep 
Score: -21543948.000000 Penalty: 2980.958984
	Iteration 0F: 2 clusters Score -2.154395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -21434982.000000 Penalty: 5961.917969
	Iteration 0F: 3 clusters Score -2.143498e+07 nChanged 79590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -21481188.000000 Penalty: 5961.917969
	Iteration 1F: 3 clusters Score -2.148119e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -21482540.000000 Penalty: 5961.917969
	Iteration 2Q: 3 clusters Score -2.148254e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -21484924.000000 Penalty: 5961.917969
	Iteration 3Q: 3 clusters Score -2.148492e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -21489092.000000 Penalty: 5961.917969
	Iteration 4F: 3 clusters Score -2.148909e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -21495700.000000 Penalty: 5961.917969
	Iteration 5F: 3 clusters Score -2.14957e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -21506030.000000 Penalty: 5961.917969
	Iteration 6F: 3 clusters Score -2.150603e+07 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -21518008.000000 Penalty: 5961.917969
	Iteration 7F: 3 clusters Score -2.151801e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -21528494.000000 Penalty: 5961.917969
	Iteration 8F: 3 clusters Score -2.152849e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -21534760.000000 Penalty: 5961.917969
	Iteration 9Q: 3 clusters Score -2.153476e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -21538212.000000 Penalty: 5961.917969
	Iteration 10Q: 3 clusters Score -2.153821e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 158639 members 
Entering Unmasked Estep 
Score: -21539992.000000 Penalty: 5961.917969
	Iteration 11Q: 3 clusters Score -2.153999e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -21540814.000000 Penalty: 5961.917969
	Iteration 12Q: 3 clusters Score -2.154081e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 160239 members 
Entering Unmasked Estep 
Score: -21541158.000000 Penalty: 5961.917969
	Iteration 13Q: 3 clusters Score -2.154116e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 160766 members 
Entering Unmasked Estep 
Score: -21541358.000000 Penalty: 5961.917969
	Iteration 14Q: 3 clusters Score -2.154136e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -21541460.000000 Penalty: 5961.917969
	Iteration 15Q: 3 clusters Score -2.154146e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -21541526.000000 Penalty: 5961.917969
	Iteration 16Q: 3 clusters Score -2.154153e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 161931 members 
Entering Unmasked Estep 
Score: -21541606.000000 Penalty: 5961.917969
	Iteration 17Q: 3 clusters Score -2.154161e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
Score: -21541640.000000 Penalty: 5961.917969
	Iteration 18Q: 3 clusters Score -2.154164e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 162420 members 
Entering Unmasked Estep 
Score: -21541678.000000 Penalty: 5961.917969
	Iteration 19Q: 3 clusters Score -2.154168e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 162580 members 
Entering Unmasked Estep 
Score: -21541720.000000 Penalty: 5961.917969
	Iteration 20F: 3 clusters Score -2.154172e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -21541710.000000 Penalty: 5961.917969
	Iteration 21Q: 3 clusters Score -2.154171e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -21541726.000000 Penalty: 5961.917969
	Iteration 22Q: 3 clusters Score -2.154173e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21541728.000000 Penalty: 5961.917969
	Iteration 23Q: 3 clusters Score -2.154173e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -21541734.000000 Penalty: 5961.917969
	Iteration 24Q: 3 clusters Score -2.154173e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -21541740.000000 Penalty: 5961.917969
	Iteration 25Q: 3 clusters Score -2.154174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -21541756.000000 Penalty: 5961.917969
	Iteration 26Q: 3 clusters Score -2.154176e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -21541742.000000 Penalty: 5961.917969
	Iteration 27Q: 3 clusters Score -2.154174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -21541740.000000 Penalty: 5961.917969
	Iteration 28Q: 3 clusters Score -2.154174e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -21541764.000000 Penalty: 5961.917969
	Iteration 29Q: 3 clusters Score -2.154176e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -21541758.000000 Penalty: 5961.917969
	Iteration 30Q: 3 clusters Score -2.154176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -21541776.000000 Penalty: 5961.917969
	Iteration 31Q: 3 clusters Score -2.154178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -21541766.000000 Penalty: 5961.917969
	Iteration 32Q: 3 clusters Score -2.154177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163551 members 
Entering Unmasked Estep 
Score: -21541792.000000 Penalty: 5961.917969
	Iteration 33Q: 3 clusters Score -2.154179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -21541764.000000 Penalty: 5961.917969
	Iteration 34Q: 3 clusters Score -2.154176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -21541776.000000 Penalty: 5961.917969
	Iteration 35Q: 3 clusters Score -2.154178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -21541778.000000 Penalty: 5961.917969
	Iteration 36Q: 3 clusters Score -2.154178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -21541758.000000 Penalty: 5961.917969
	Iteration 37Q: 3 clusters Score -2.154176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -21541780.000000 Penalty: 5961.917969
	Iteration 38Q: 3 clusters Score -2.154178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -21541808.000000 Penalty: 5961.917969
	Iteration 39Q: 3 clusters Score -2.154181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -21541798.000000 Penalty: 5961.917969
	Iteration 40F: 3 clusters Score -2.15418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -21541808.000000 Penalty: 5961.917969
	Iteration 41Q: 3 clusters Score -2.154181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -21541800.000000 Penalty: 5961.917969
	Iteration 42Q: 3 clusters Score -2.15418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -21541780.000000 Penalty: 5961.917969
	Iteration 43Q: 3 clusters Score -2.154178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -21541790.000000 Penalty: 5961.917969
	Iteration 44Q: 3 clusters Score -2.154179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -21541800.000000 Penalty: 5961.917969
	Iteration 45Q: 3 clusters Score -2.15418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -21541796.000000 Penalty: 5961.917969
	Iteration 46Q: 3 clusters Score -2.15418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -21541802.000000 Penalty: 5961.917969
	Iteration 47Q: 3 clusters Score -2.15418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -21541798.000000 Penalty: 5961.917969
	Iteration 48Q: 3 clusters Score -2.15418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 163887 members 
Entering Unmasked Estep 
Score: -21541828.000000 Penalty: 5961.917969
	Iteration 49Q: 3 clusters Score -2.154183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -21541822.000000 Penalty: 5961.917969
	Iteration 50Q: 3 clusters Score -2.154182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -21541828.000000 Penalty: 5961.917969
	Iteration 51Q: 3 clusters Score -2.154183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -21541836.000000 Penalty: 5961.917969
	Iteration 52Q: 3 clusters Score -2.154184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -21541826.000000 Penalty: 5961.917969
	Iteration 53Q: 3 clusters Score -2.154183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -21541836.000000 Penalty: 5961.917969
	Iteration 54Q: 3 clusters Score -2.154184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -21541818.000000 Penalty: 5961.917969
	Iteration 55Q: 3 clusters Score -2.154182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -21541816.000000 Penalty: 5961.917969
	Iteration 56Q: 3 clusters Score -2.154182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 164007 members 
Entering Unmasked Estep 
Score: -21541812.000000 Penalty: 5961.917969
	Iteration 57Q: 3 clusters Score -2.154181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -21541816.000000 Penalty: 5961.917969
	Iteration 58Q: 3 clusters Score -2.154182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -21541822.000000 Penalty: 5961.917969
	Iteration 59Q: 3 clusters Score -2.154182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -21541832.000000 Penalty: 5961.917969
	Iteration 60F: 3 clusters Score -2.154183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -21541842.000000 Penalty: 5961.917969
	Iteration 61Q: 3 clusters Score -2.154184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -21541836.000000 Penalty: 5961.917969
	Iteration 62Q: 3 clusters Score -2.154184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -21541828.000000 Penalty: 5961.917969
	Iteration 63Q: 3 clusters Score -2.154183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -21541820.000000 Penalty: 5961.917969
	Iteration 64Q: 3 clusters Score -2.154182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -21541826.000000 Penalty: 5961.917969
	Iteration 65Q: 3 clusters Score -2.154183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -21541816.000000 Penalty: 5961.917969
	Iteration 66Q: 3 clusters Score -2.154182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -21541818.000000 Penalty: 5961.917969
	Iteration 67Q: 3 clusters Score -2.154182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -21541834.000000 Penalty: 5961.917969
	Iteration 68Q: 3 clusters Score -2.154183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -21541814.000000 Penalty: 5961.917969
	Iteration 69Q: 3 clusters Score -2.154181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -21541822.000000 Penalty: 5961.917969
	Iteration 70Q: 3 clusters Score -2.154182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -21541844.000000 Penalty: 5961.917969
	Iteration 71Q: 3 clusters Score -2.154184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -21541840.000000 Penalty: 5961.917969
	Iteration 72Q: 3 clusters Score -2.154184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -21541848.000000 Penalty: 5961.917969
	Iteration 73Q: 3 clusters Score -2.154185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -21541846.000000 Penalty: 5961.917969
	Iteration 74Q: 3 clusters Score -2.154185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -21541846.000000 Penalty: 5961.917969
	Iteration 75F: 3 clusters Score -2.154185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -98606.593750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -98606.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96786.789062 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -96786.79 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97092.507812 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -97092.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97166.109375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -97166.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97264.335938 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -97264.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97320.812500 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -97320.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97358.945312 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -97358.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97379.250000 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -97379.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97398.765625 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -97398.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -97423.960938 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -97423.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97443.039062 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -97443.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -97454.125000 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -97454.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -97459.296875 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -97459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97465.703125 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -97465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97478.210938 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -97478.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97484.945312 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -97484.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97489.726562 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -97489.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97490.835938 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -97490.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -97492.695312 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -97492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -97492.695312 Penalty: 3330.830322
	Iteration 18F: 3 clusters Score -97492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Entering Unmasked Estep 
Score: -23058322.000000 Penalty: 2997.534668
	Iteration 0F: 2 clusters Score -2.305832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -22944192.000000 Penalty: 5995.069336
	Iteration 0F: 3 clusters Score -2.294419e+07 nChanged 84885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -22993360.000000 Penalty: 5995.069336
	Iteration 1F: 3 clusters Score -2.299336e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -22994316.000000 Penalty: 5995.069336
	Iteration 2Q: 3 clusters Score -2.299432e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -22996124.000000 Penalty: 5995.069336
	Iteration 3Q: 3 clusters Score -2.299612e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -22999126.000000 Penalty: 5995.069336
	Iteration 4Q: 3 clusters Score -2.299913e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -23005012.000000 Penalty: 5995.069336
	Iteration 5F: 3 clusters Score -2.300501e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -23015590.000000 Penalty: 5995.069336
	Iteration 6F: 3 clusters Score -2.301559e+07 nChanged 16724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -23031062.000000 Penalty: 5995.069336
	Iteration 7F: 3 clusters Score -2.303106e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -23045862.000000 Penalty: 5995.069336
	Iteration 8F: 3 clusters Score -2.304586e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 172930 members 
Entering Unmasked Estep 
Score: -23052948.000000 Penalty: 5995.069336
	Iteration 9F: 3 clusters Score -2.305295e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -23055074.000000 Penalty: 5995.069336
	Iteration 10Q: 3 clusters Score -2.305507e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -23055456.000000 Penalty: 5995.069336
	Iteration 11Q: 3 clusters Score -2.305546e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -23055564.000000 Penalty: 5995.069336
	Iteration 12Q: 3 clusters Score -2.305556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -23055624.000000 Penalty: 5995.069336
	Iteration 13Q: 3 clusters Score -2.305562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -23055680.000000 Penalty: 5995.069336
	Iteration 14Q: 3 clusters Score -2.305568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -23055706.000000 Penalty: 5995.069336
	Iteration 15Q: 3 clusters Score -2.305571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -23055726.000000 Penalty: 5995.069336
	Iteration 16Q: 3 clusters Score -2.305573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -23055744.000000 Penalty: 5995.069336
	Iteration 17Q: 3 clusters Score -2.305574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -23055738.000000 Penalty: 5995.069336
	Iteration 18Q: 3 clusters Score -2.305574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -23055732.000000 Penalty: 5995.069336
	Iteration 19Q: 3 clusters Score -2.305573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 177336 members 
Entering Unmasked Estep 
Score: -23055734.000000 Penalty: 5995.069336
	Iteration 20F: 3 clusters Score -2.305573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Entering Unmasked Estep 
Score: -2482420.000000 Penalty: 2446.766357
	Iteration 0F: 2 clusters Score -2482420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2468811.000000 Penalty: 4893.532715
	Iteration 0F: 3 clusters Score -2468811 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2473222.750000 Penalty: 4893.532715
	Iteration 1F: 3 clusters Score -2473223 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2473673.500000 Penalty: 4893.532715
	Iteration 2F: 3 clusters Score -2473674 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2474173.750000 Penalty: 4893.532715
	Iteration 3F: 3 clusters Score -2474174 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2474693.000000 Penalty: 4893.532715
	Iteration 4Q: 3 clusters Score -2474693 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2475203.250000 Penalty: 4893.532715
	Iteration 5Q: 3 clusters Score -2475203 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2475713.000000 Penalty: 4893.532715
	Iteration 6Q: 3 clusters Score -2475713 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2476263.000000 Penalty: 4893.532715
	Iteration 7Q: 3 clusters Score -2476263 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2476831.250000 Penalty: 4893.532715
	Iteration 8Q: 3 clusters Score -2476831 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2477455.500000 Penalty: 4893.532715
	Iteration 9Q: 3 clusters Score -2477456 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2478040.250000 Penalty: 4893.532715
	Iteration 10F: 3 clusters Score -2478040 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2478530.750000 Penalty: 4893.532715
	Iteration 11Q: 3 clusters Score -2478531 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2478861.000000 Penalty: 4893.532715
	Iteration 12Q: 3 clusters Score -2478861 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2479070.500000 Penalty: 4893.532715
	Iteration 13Q: 3 clusters Score -2479070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2479213.500000 Penalty: 4893.532715
	Iteration 14Q: 3 clusters Score -2479214 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2479315.000000 Penalty: 4893.532715
	Iteration 15Q: 3 clusters Score -2479315 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2479394.750000 Penalty: 4893.532715
	Iteration 16Q: 3 clusters Score -2479395 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2479452.750000 Penalty: 4893.532715
	Iteration 17Q: 3 clusters Score -2479453 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2479507.000000 Penalty: 4893.532715
	Iteration 18Q: 3 clusters Score -2479507 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2479575.500000 Penalty: 4893.532715
	Iteration 19Q: 3 clusters Score -2479576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2479635.750000 Penalty: 4893.532715
	Iteration 20F: 3 clusters Score -2479636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2479689.750000 Penalty: 4893.532715
	Iteration 21Q: 3 clusters Score -2479690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2479719.000000 Penalty: 4893.532715
	Iteration 22Q: 3 clusters Score -2479719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2479748.000000 Penalty: 4893.532715
	Iteration 23Q: 3 clusters Score -2479748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2479761.000000 Penalty: 4893.532715
	Iteration 24Q: 3 clusters Score -2479761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2479779.250000 Penalty: 4893.532715
	Iteration 25Q: 3 clusters Score -2479779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2479788.500000 Penalty: 4893.532715
	Iteration 26Q: 3 clusters Score -2479788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2479786.000000 Penalty: 4893.532715
	Iteration 27Q: 3 clusters Score -2479786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2479799.750000 Penalty: 4893.532715
	Iteration 28Q: 3 clusters Score -2479800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2479806.500000 Penalty: 4893.532715
	Iteration 29Q: 3 clusters Score -2479806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2479815.500000 Penalty: 4893.532715
	Iteration 30Q: 3 clusters Score -2479816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2479805.000000 Penalty: 4893.532715
	Iteration 31Q: 3 clusters Score -2479805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2479821.750000 Penalty: 4893.532715
	Iteration 32Q: 3 clusters Score -2479822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2479822.750000 Penalty: 4893.532715
	Iteration 33Q: 3 clusters Score -2479823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2479829.500000 Penalty: 4893.532715
	Iteration 34Q: 3 clusters Score -2479830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2479835.750000 Penalty: 4893.532715
	Iteration 35Q: 3 clusters Score -2479836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2479843.500000 Penalty: 4893.532715
	Iteration 36Q: 3 clusters Score -2479844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2479840.750000 Penalty: 4893.532715
	Iteration 37Q: 3 clusters Score -2479841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2479842.500000 Penalty: 4893.532715
	Iteration 38Q: 3 clusters Score -2479842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2479845.500000 Penalty: 4893.532715
	Iteration 39Q: 3 clusters Score -2479846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2479851.500000 Penalty: 4893.532715
	Iteration 40F: 3 clusters Score -2479852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2479852.250000 Penalty: 4893.532715
	Iteration 41Q: 3 clusters Score -2479852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2479852.750000 Penalty: 4893.532715
	Iteration 42Q: 3 clusters Score -2479853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2479856.500000 Penalty: 4893.532715
	Iteration 43Q: 3 clusters Score -2479856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2479852.750000 Penalty: 4893.532715
	Iteration 44Q: 3 clusters Score -2479853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2479848.000000 Penalty: 4893.532715
	Iteration 45Q: 3 clusters Score -2479848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2479856.500000 Penalty: 4893.532715
	Iteration 46Q: 3 clusters Score -2479856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2479853.500000 Penalty: 4893.532715
	Iteration 47Q: 3 clusters Score -2479854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2479853.750000 Penalty: 4893.532715
	Iteration 48Q: 3 clusters Score -2479854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2479858.750000 Penalty: 4893.532715
	Iteration 49Q: 3 clusters Score -2479859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2479859.250000 Penalty: 4893.532715
	Iteration 50Q: 3 clusters Score -2479859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2479859.500000 Penalty: 4893.532715
	Iteration 51Q: 3 clusters Score -2479860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2479859.500000 Penalty: 4893.532715
	Iteration 52Q: 3 clusters Score -2479860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2479861.750000 Penalty: 4893.532715
	Iteration 53Q: 3 clusters Score -2479862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2479856.500000 Penalty: 4893.532715
	Iteration 54Q: 3 clusters Score -2479856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2479856.750000 Penalty: 4893.532715
	Iteration 55Q: 3 clusters Score -2479857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2479862.000000 Penalty: 4893.532715
	Iteration 56Q: 3 clusters Score -2479862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2479863.750000 Penalty: 4893.532715
	Iteration 57Q: 3 clusters Score -2479864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2479864.500000 Penalty: 4893.532715
	Iteration 58Q: 3 clusters Score -2479864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2479862.500000 Penalty: 4893.532715
	Iteration 59Q: 3 clusters Score -2479862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2479860.000000 Penalty: 4893.532715
	Iteration 60F: 3 clusters Score -2479860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2479860.750000 Penalty: 4893.532715
	Iteration 61Q: 3 clusters Score -2479861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2479863.000000 Penalty: 4893.532715
	Iteration 62Q: 3 clusters Score -2479863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2479863.000000 Penalty: 4893.532715
	Iteration 63F: 3 clusters Score -2479863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -570002.937500 Penalty: 2088.602295
	Iteration 0F: 2 clusters Score -570002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -565819.375000 Penalty: 4177.204590
	Iteration 0F: 3 clusters Score -565819.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -566909.437500 Penalty: 4177.204590
	Iteration 1F: 3 clusters Score -566909.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -567173.312500 Penalty: 4177.204590
	Iteration 2F: 3 clusters Score -567173.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -567368.062500 Penalty: 4177.204590
	Iteration 3F: 3 clusters Score -567368.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -567511.812500 Penalty: 4177.204590
	Iteration 4Q: 3 clusters Score -567511.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -567610.437500 Penalty: 4177.204590
	Iteration 5Q: 3 clusters Score -567610.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -567672.562500 Penalty: 4177.204590
	Iteration 6Q: 3 clusters Score -567672.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -567726.062500 Penalty: 4177.204590
	Iteration 7Q: 3 clusters Score -567726.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -567774.875000 Penalty: 4177.204590
	Iteration 8Q: 3 clusters Score -567774.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -567815.875000 Penalty: 4177.204590
	Iteration 9Q: 3 clusters Score -567815.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -567859.187500 Penalty: 4177.204590
	Iteration 10Q: 3 clusters Score -567859.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -567912.812500 Penalty: 4177.204590
	Iteration 11Q: 3 clusters Score -567912.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -567983.312500 Penalty: 4177.204590
	Iteration 12Q: 3 clusters Score -567983.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -568051.750000 Penalty: 4177.204590
	Iteration 13Q: 3 clusters Score -568051.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -568133.812500 Penalty: 4177.204590
	Iteration 14Q: 3 clusters Score -568133.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -568234.500000 Penalty: 4177.204590
	Iteration 15Q: 3 clusters Score -568234.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -568342.250000 Penalty: 4177.204590
	Iteration 16Q: 3 clusters Score -568342.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -568452.062500 Penalty: 4177.204590
	Iteration 17Q: 3 clusters Score -568452.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -568551.312500 Penalty: 4177.204590
	Iteration 18Q: 3 clusters Score -568551.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -568648.000000 Penalty: 4177.204590
	Iteration 19Q: 3 clusters Score -568648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -568735.312500 Penalty: 4177.204590
	Iteration 20F: 3 clusters Score -568735.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -568799.062500 Penalty: 4177.204590
	Iteration 21Q: 3 clusters Score -568799.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -568850.250000 Penalty: 4177.204590
	Iteration 22Q: 3 clusters Score -568850.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -568892.750000 Penalty: 4177.204590
	Iteration 23Q: 3 clusters Score -568892.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -568918.875000 Penalty: 4177.204590
	Iteration 24Q: 3 clusters Score -568918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -568942.062500 Penalty: 4177.204590
	Iteration 25Q: 3 clusters Score -568942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -568960.250000 Penalty: 4177.204590
	Iteration 26Q: 3 clusters Score -568960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -568967.437500 Penalty: 4177.204590
	Iteration 27Q: 3 clusters Score -568967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -568974.250000 Penalty: 4177.204590
	Iteration 28Q: 3 clusters Score -568974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -568979.375000 Penalty: 4177.204590
	Iteration 29Q: 3 clusters Score -568979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -568983.250000 Penalty: 4177.204590
	Iteration 30Q: 3 clusters Score -568983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -568986.437500 Penalty: 4177.204590
	Iteration 31Q: 3 clusters Score -568986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -568986.437500 Penalty: 4177.204590
	Iteration 32F: 3 clusters Score -568986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 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 309 members 
Entering Unmasked Estep 
Score: -69599.593750 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69599.59 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69872.101562 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69872.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70021.882812 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -70021.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70156.906250 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -70156.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70332.046875 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -70332.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70537.601562 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70537.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70582.929688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70582.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70614.335938 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70614.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70658.843750 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70658.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70735.992188 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70735.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70845.804688 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70845.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70946.179688 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70946.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71059.531250 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -71059.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71254.687500 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -71254.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71631.867188 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -71631.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 16F: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 66576 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 141413 members 
Mstep: Class 6 contains 36621 members 
Mstep: Class 7 contains 58920 members 
Mstep: Class 8 contains 33038 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175806 members 
Mstep: Class 11 contains 166042 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177519 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 207917 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
Score: -166438736.000000 Penalty: 76877.992188
Splitting cluster 16 changes total score from -166440128.000000 to -166438736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (207917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207917 members 
Entering Unmasked Estep 
Score: -26667592.000000 Penalty: 3036.733643
	Iteration 0F: 2 clusters Score -2.666759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -26536018.000000 Penalty: 6073.467285
	Iteration 0F: 3 clusters Score -2.653602e+07 nChanged 100120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -26594922.000000 Penalty: 6073.467285
	Iteration 1F: 3 clusters Score -2.659492e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -26596206.000000 Penalty: 6073.467285
	Iteration 2Q: 3 clusters Score -2.659621e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -26598624.000000 Penalty: 6073.467285
	Iteration 3Q: 3 clusters Score -2.659862e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -26602680.000000 Penalty: 6073.467285
	Iteration 4Q: 3 clusters Score -2.660268e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -26610466.000000 Penalty: 6073.467285
	Iteration 5F: 3 clusters Score -2.661047e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -26622358.000000 Penalty: 6073.467285
	Iteration 6F: 3 clusters Score -2.662236e+07 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 169639 members 
Entering Unmasked Estep 
Score: -26637624.000000 Penalty: 6073.467285
	Iteration 7F: 3 clusters Score -2.663762e+07 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 184557 members 
Entering Unmasked Estep 
Score: -26650386.000000 Penalty: 6073.467285
	Iteration 8F: 3 clusters Score -2.665039e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 195217 members 
Entering Unmasked Estep 
Score: -26658382.000000 Penalty: 6073.467285
	Iteration 9F: 3 clusters Score -2.665838e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 201251 members 
Entering Unmasked Estep 
Score: -26661922.000000 Penalty: 6073.467285
	Iteration 10Q: 3 clusters Score -2.666192e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 204456 members 
Entering Unmasked Estep 
Score: -26663598.000000 Penalty: 6073.467285
	Iteration 11Q: 3 clusters Score -2.66636e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 206080 members 
Entering Unmasked Estep 
Score: -26664302.000000 Penalty: 6073.467285
	Iteration 12Q: 3 clusters Score -2.66643e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 206814 members 
Entering Unmasked Estep 
Score: -26664610.000000 Penalty: 6073.467285
	Iteration 13Q: 3 clusters Score -2.666461e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 207148 members 
Entering Unmasked Estep 
Score: -26664780.000000 Penalty: 6073.467285
	Iteration 14Q: 3 clusters Score -2.666478e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207307 members 
Entering Unmasked Estep 
Score: -26664894.000000 Penalty: 6073.467285
	Iteration 15Q: 3 clusters Score -2.666489e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 207393 members 
Entering Unmasked Estep 
Score: -26664942.000000 Penalty: 6073.467285
	Iteration 16Q: 3 clusters Score -2.666494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 207438 members 
Entering Unmasked Estep 
Score: -26664968.000000 Penalty: 6073.467285
	Iteration 17Q: 3 clusters Score -2.666497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 207475 members 
Entering Unmasked Estep 
Score: -26665008.000000 Penalty: 6073.467285
	Iteration 18Q: 3 clusters Score -2.666501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207501 members 
Entering Unmasked Estep 
Score: -26665022.000000 Penalty: 6073.467285
	Iteration 19Q: 3 clusters Score -2.666502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 207524 members 
Entering Unmasked Estep 
Score: -26665036.000000 Penalty: 6073.467285
	Iteration 20F: 3 clusters Score -2.666504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 207529 members 
Entering Unmasked Estep 
Score: -26665040.000000 Penalty: 6073.467285
	Iteration 21Q: 3 clusters Score -2.666504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 207543 members 
Entering Unmasked Estep 
Score: -26665056.000000 Penalty: 6073.467285
	Iteration 22Q: 3 clusters Score -2.666506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 207557 members 
Entering Unmasked Estep 
Score: -26665062.000000 Penalty: 6073.467285
	Iteration 23Q: 3 clusters Score -2.666506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 207565 members 
Entering Unmasked Estep 
Score: -26665050.000000 Penalty: 6073.467285
	Iteration 24Q: 3 clusters Score -2.666505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 207571 members 
Entering Unmasked Estep 
Score: -26665054.000000 Penalty: 6073.467285
	Iteration 25Q: 3 clusters Score -2.666505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207575 members 
Entering Unmasked Estep 
Score: -26665068.000000 Penalty: 6073.467285
	Iteration 26Q: 3 clusters Score -2.666507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 207574 members 
Entering Unmasked Estep 
Score: -26665066.000000 Penalty: 6073.467285
	Iteration 27Q: 3 clusters Score -2.666507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207575 members 
Entering Unmasked Estep 
Score: -26665062.000000 Penalty: 6073.467285
	Iteration 28Q: 3 clusters Score -2.666506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 207577 members 
Entering Unmasked Estep 
Score: -26665068.000000 Penalty: 6073.467285
	Iteration 29Q: 3 clusters Score -2.666507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -26665078.000000 Penalty: 6073.467285
	Iteration 30Q: 3 clusters Score -2.666508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -26665078.000000 Penalty: 6073.467285
	Iteration 31F: 3 clusters Score -2.666508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89502.578125 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89502.58 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89927.859375 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89927.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90145.656250 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90145.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90280.585938 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90280.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90360.101562 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -90360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90427.367188 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90427.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90499.492188 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90499.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90587.414062 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90587.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90693.148438 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90693.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90831.398438 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90919.523438 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90919.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90947.500000 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90947.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90951.742188 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90951.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90952.476562 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -90952.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90952.476562 Penalty: 3349.705322
	Iteration 14F: 3 clusters Score -90952.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68798.437500 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68798.44 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69087.460938 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69087.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69198.781250 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69198.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69253.218750 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69253.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69291.859375 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69291.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69306.406250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69306.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69323.421875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69323.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69353.742188 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69353.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69403.554688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69403.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69485.820312 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69485.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69589.976562 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69589.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69671.640625 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69671.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69721.609375 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69721.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69748.914062 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69748.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69758.406250 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69758.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69763.257812 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69763.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69764.648438 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -69764.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69764.648438 Penalty: 3219.398926
	Iteration 17F: 3 clusters Score -69764.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 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 233 members 
Entering Unmasked Estep 
Score: -49724.476562 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49724.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49882.242188 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49882.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49942.980469 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -49942.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49956.656250 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49956.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49964.058594 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49964.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49967.023438 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49967.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49971.746094 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49971.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49972.988281 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -49972.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49972.988281 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -49972.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Entering Unmasked Estep 
Score: -1048033.687500 Penalty: 2246.500732
	Iteration 0F: 2 clusters Score -1048034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1041267.562500 Penalty: 4493.001465
	Iteration 0F: 3 clusters Score -1041268 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1043433.750000 Penalty: 4493.001465
	Iteration 1F: 3 clusters Score -1043434 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1044120.750000 Penalty: 4493.001465
	Iteration 2F: 3 clusters Score -1044121 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1044732.937500 Penalty: 4493.001465
	Iteration 3F: 3 clusters Score -1044733 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1045290.187500 Penalty: 4493.001465
	Iteration 4F: 3 clusters Score -1045290 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1045778.500000 Penalty: 4493.001465
	Iteration 5F: 3 clusters Score -1045778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1046149.875000 Penalty: 4493.001465
	Iteration 6F: 3 clusters Score -1046150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1046400.125000 Penalty: 4493.001465
	Iteration 7Q: 3 clusters Score -1046400 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1046546.812500 Penalty: 4493.001465
	Iteration 8Q: 3 clusters Score -1046547 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1046642.500000 Penalty: 4493.001465
	Iteration 9Q: 3 clusters Score -1046642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1046721.937500 Penalty: 4493.001465
	Iteration 10Q: 3 clusters Score -1046722 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1046770.937500 Penalty: 4493.001465
	Iteration 11Q: 3 clusters Score -1046771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1046808.687500 Penalty: 4493.001465
	Iteration 12Q: 3 clusters Score -1046809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1046836.937500 Penalty: 4493.001465
	Iteration 13Q: 3 clusters Score -1046837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1046862.750000 Penalty: 4493.001465
	Iteration 14Q: 3 clusters Score -1046863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1046882.750000 Penalty: 4493.001465
	Iteration 15Q: 3 clusters Score -1046883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1046900.250000 Penalty: 4493.001465
	Iteration 16Q: 3 clusters Score -1046900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1046911.875000 Penalty: 4493.001465
	Iteration 17Q: 3 clusters Score -1046912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1046922.375000 Penalty: 4493.001465
	Iteration 18Q: 3 clusters Score -1046922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1046933.187500 Penalty: 4493.001465
	Iteration 19Q: 3 clusters Score -1046933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1046940.562500 Penalty: 4493.001465
	Iteration 20F: 3 clusters Score -1046941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1046947.062500 Penalty: 4493.001465
	Iteration 21Q: 3 clusters Score -1046947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1046953.687500 Penalty: 4493.001465
	Iteration 22Q: 3 clusters Score -1046954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1046955.437500 Penalty: 4493.001465
	Iteration 23Q: 3 clusters Score -1046955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1046961.187500 Penalty: 4493.001465
	Iteration 24Q: 3 clusters Score -1046961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1046965.500000 Penalty: 4493.001465
	Iteration 25Q: 3 clusters Score -1046966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1046964.875000 Penalty: 4493.001465
	Iteration 26Q: 3 clusters Score -1046965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1046971.312500 Penalty: 4493.001465
	Iteration 27Q: 3 clusters Score -1046971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1046976.750000 Penalty: 4493.001465
	Iteration 28Q: 3 clusters Score -1046977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1046978.250000 Penalty: 4493.001465
	Iteration 29Q: 3 clusters Score -1046978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1046979.000000 Penalty: 4493.001465
	Iteration 30Q: 3 clusters Score -1046979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1046982.937500 Penalty: 4493.001465
	Iteration 31Q: 3 clusters Score -1046983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1046984.937500 Penalty: 4493.001465
	Iteration 32Q: 3 clusters Score -1046985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1046988.625000 Penalty: 4493.001465
	Iteration 33Q: 3 clusters Score -1046989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1046987.937500 Penalty: 4493.001465
	Iteration 34Q: 3 clusters Score -1046988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1046989.625000 Penalty: 4493.001465
	Iteration 35Q: 3 clusters Score -1046990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1046991.937500 Penalty: 4493.001465
	Iteration 36Q: 3 clusters Score -1046992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1046994.562500 Penalty: 4493.001465
	Iteration 37Q: 3 clusters Score -1046995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1046997.000000 Penalty: 4493.001465
	Iteration 38Q: 3 clusters Score -1046997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1047000.125000 Penalty: 4493.001465
	Iteration 39Q: 3 clusters Score -1047000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1047004.375000 Penalty: 4493.001465
	Iteration 40F: 3 clusters Score -1047004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1047006.875000 Penalty: 4493.001465
	Iteration 41Q: 3 clusters Score -1047007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1047008.437500 Penalty: 4493.001465
	Iteration 42Q: 3 clusters Score -1047008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1047007.625000 Penalty: 4493.001465
	Iteration 43Q: 3 clusters Score -1047008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1047006.750000 Penalty: 4493.001465
	Iteration 44Q: 3 clusters Score -1047007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1047007.312500 Penalty: 4493.001465
	Iteration 45Q: 3 clusters Score -1047007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1047006.125000 Penalty: 4493.001465
	Iteration 46Q: 3 clusters Score -1047006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1047009.875000 Penalty: 4493.001465
	Iteration 47Q: 3 clusters Score -1047010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1047009.125000 Penalty: 4493.001465
	Iteration 48Q: 3 clusters Score -1047009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1047008.750000 Penalty: 4493.001465
	Iteration 49Q: 3 clusters Score -1047009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1047008.937500 Penalty: 4493.001465
	Iteration 50Q: 3 clusters Score -1047009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1047009.312500 Penalty: 4493.001465
	Iteration 51Q: 3 clusters Score -1047009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1047009.312500 Penalty: 4493.001465
	Iteration 52F: 3 clusters Score -1047009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35638.632812 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35638.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36008.675781 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -36008.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36200.898438 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36200.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36311.839844 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -36311.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36431.425781 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36431.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36516.957031 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36516.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36560.968750 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36560.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36580.011719 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36580.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36606.703125 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36616.218750 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36616.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36616.218750 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -36616.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 66576 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 141413 members 
Mstep: Class 6 contains 36621 members 
Mstep: Class 7 contains 58920 members 
Mstep: Class 8 contains 33038 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175806 members 
Mstep: Class 11 contains 166042 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177519 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207917 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440080.000000 Penalty: 73383.539062
Iteration 359Q: 22 clusters Score -1.664401e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 201033 members 
Mstep: Class 2 contains 66578 members 
Mstep: Class 4 contains 14208 members 
Mstep: Class 5 contains 141398 members 
Mstep: Class 6 contains 36628 members 
Mstep: Class 7 contains 58940 members 
Mstep: Class 8 contains 33051 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175752 members 
Mstep: Class 11 contains 166092 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177527 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207917 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440144.000000 Penalty: 73383.539062
Iteration 360F: 22 clusters Score -1.664401e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200973 members 
Mstep: Class 2 contains 66579 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 141366 members 
Mstep: Class 6 contains 36630 members 
Mstep: Class 7 contains 58948 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175752 members 
Mstep: Class 11 contains 166141 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177543 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207923 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439968.000000 Penalty: 73383.539062
Iteration 361Q: 22 clusters Score -1.6644e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200934 members 
Mstep: Class 2 contains 66580 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 141341 members 
Mstep: Class 6 contains 36633 members 
Mstep: Class 7 contains 58955 members 
Mstep: Class 8 contains 33064 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175740 members 
Mstep: Class 11 contains 166201 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177553 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207914 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439744.000000 Penalty: 73383.539062
Iteration 362Q: 22 clusters Score -1.664397e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200924 members 
Mstep: Class 2 contains 66583 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 141320 members 
Mstep: Class 6 contains 36632 members 
Mstep: Class 7 contains 58967 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175719 members 
Mstep: Class 11 contains 166242 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177553 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207897 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439872.000000 Penalty: 73383.539062
Iteration 363Q: 22 clusters Score -1.664399e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200904 members 
Mstep: Class 2 contains 66585 members 
Mstep: Class 4 contains 14214 members 
Mstep: Class 5 contains 141310 members 
Mstep: Class 6 contains 36631 members 
Mstep: Class 7 contains 58983 members 
Mstep: Class 8 contains 33078 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175720 members 
Mstep: Class 11 contains 166282 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177540 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207873 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440064.000000 Penalty: 73383.539062
Iteration 364Q: 22 clusters Score -1.664401e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200893 members 
Mstep: Class 2 contains 66586 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 141311 members 
Mstep: Class 6 contains 36623 members 
Mstep: Class 7 contains 59002 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175720 members 
Mstep: Class 11 contains 166321 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177521 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207847 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440112.000000 Penalty: 73383.539062
Iteration 365Q: 22 clusters Score -1.664401e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200875 members 
Mstep: Class 2 contains 66592 members 
Mstep: Class 4 contains 14222 members 
Mstep: Class 5 contains 141320 members 
Mstep: Class 6 contains 36630 members 
Mstep: Class 7 contains 59019 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175714 members 
Mstep: Class 11 contains 166360 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177489 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207820 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440080.000000 Penalty: 73383.539062
Iteration 366Q: 22 clusters Score -1.664401e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200843 members 
Mstep: Class 2 contains 66594 members 
Mstep: Class 4 contains 14225 members 
Mstep: Class 5 contains 141339 members 
Mstep: Class 6 contains 36633 members 
Mstep: Class 7 contains 59037 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175710 members 
Mstep: Class 11 contains 166382 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177486 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207794 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440000.000000 Penalty: 73383.539062
Iteration 367Q: 22 clusters Score -1.6644e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200830 members 
Mstep: Class 2 contains 66605 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 141347 members 
Mstep: Class 6 contains 36630 members 
Mstep: Class 7 contains 59056 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175719 members 
Mstep: Class 11 contains 166403 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177484 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207755 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440016.000000 Penalty: 73383.539062
Iteration 368Q: 22 clusters Score -1.6644e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200827 members 
Mstep: Class 2 contains 66619 members 
Mstep: Class 4 contains 14225 members 
Mstep: Class 5 contains 141336 members 
Mstep: Class 6 contains 36630 members 
Mstep: Class 7 contains 59071 members 
Mstep: Class 8 contains 33062 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175749 members 
Mstep: Class 11 contains 166435 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177461 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207707 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439904.000000 Penalty: 73383.539062
Iteration 369Q: 22 clusters Score -1.664399e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200818 members 
Mstep: Class 2 contains 66622 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 141327 members 
Mstep: Class 6 contains 36631 members 
Mstep: Class 7 contains 59090 members 
Mstep: Class 8 contains 33062 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175789 members 
Mstep: Class 11 contains 166469 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177424 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207668 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439888.000000 Penalty: 73383.539062
Iteration 370Q: 22 clusters Score -1.664399e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200797 members 
Mstep: Class 2 contains 66620 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 141324 members 
Mstep: Class 6 contains 36634 members 
Mstep: Class 7 contains 59106 members 
Mstep: Class 8 contains 33063 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175815 members 
Mstep: Class 11 contains 166494 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177414 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207632 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440032.000000 Penalty: 73383.539062
Iteration 371Q: 22 clusters Score -1.6644e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 66624 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 141332 members 
Mstep: Class 6 contains 36639 members 
Mstep: Class 7 contains 59115 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175828 members 
Mstep: Class 11 contains 166513 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177398 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207605 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439840.000000 Penalty: 73383.539062
Iteration 372Q: 22 clusters Score -1.664398e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200786 members 
Mstep: Class 2 contains 66629 members 
Mstep: Class 4 contains 14225 members 
Mstep: Class 5 contains 141330 members 
Mstep: Class 6 contains 36643 members 
Mstep: Class 7 contains 59132 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175843 members 
Mstep: Class 11 contains 166527 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177384 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207564 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439856.000000 Penalty: 73383.539062
Iteration 373Q: 22 clusters Score -1.664399e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 66632 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 141327 members 
Mstep: Class 6 contains 36643 members 
Mstep: Class 7 contains 59149 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 175861 members 
Mstep: Class 11 contains 166539 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177377 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207523 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439856.000000 Penalty: 73383.539062
Iteration 374Q: 22 clusters Score -1.664399e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 66635 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 141325 members 
Mstep: Class 6 contains 36644 members 
Mstep: Class 7 contains 59156 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 175878 members 
Mstep: Class 11 contains 166563 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177354 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207495 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439744.000000 Penalty: 73383.539062
Iteration 375Q: 22 clusters Score -1.664397e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 66633 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 141316 members 
Mstep: Class 6 contains 36647 members 
Mstep: Class 7 contains 59169 members 
Mstep: Class 8 contains 33050 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175891 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177336 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207475 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439728.000000 Penalty: 73383.539062
Iteration 376Q: 22 clusters Score -1.664397e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 66629 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 141320 members 
Mstep: Class 6 contains 36650 members 
Mstep: Class 7 contains 59177 members 
Mstep: Class 8 contains 33049 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175899 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177326 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207474 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439680.000000 Penalty: 73383.539062
Iteration 377Q: 22 clusters Score -1.664397e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 66628 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 141328 members 
Mstep: Class 6 contains 36653 members 
Mstep: Class 7 contains 59177 members 
Mstep: Class 8 contains 33049 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175917 members 
Mstep: Class 11 contains 166589 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177317 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207461 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439760.000000 Penalty: 73383.539062
Iteration 378Q: 22 clusters Score -1.664398e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200750 members 
Mstep: Class 2 contains 66633 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 141334 members 
Mstep: Class 6 contains 36657 members 
Mstep: Class 7 contains 59178 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175925 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177321 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207455 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439872.000000 Penalty: 73383.539062
Iteration 379Q: 22 clusters Score -1.664399e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 66638 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 141337 members 
Mstep: Class 6 contains 36660 members 
Mstep: Class 7 contains 59183 members 
Mstep: Class 8 contains 33049 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175942 members 
Mstep: Class 11 contains 166579 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177329 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207450 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439744.000000 Penalty: 73383.539062
Iteration 380F: 22 clusters Score -1.664397e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200712 members 
Mstep: Class 2 contains 66641 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 141346 members 
Mstep: Class 6 contains 36664 members 
Mstep: Class 7 contains 59183 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175953 members 
Mstep: Class 11 contains 166581 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177337 members 
Mstep: Class 14 contains 19266 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207427 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439696.000000 Penalty: 73383.539062
Iteration 381Q: 22 clusters Score -1.664397e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200712 members 
Mstep: Class 2 contains 66647 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 141345 members 
Mstep: Class 6 contains 36670 members 
Mstep: Class 7 contains 59186 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175943 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177356 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207401 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 382Q: 22 clusters Score -1.664398e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200715 members 
Mstep: Class 2 contains 66649 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 141348 members 
Mstep: Class 6 contains 36675 members 
Mstep: Class 7 contains 59185 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175933 members 
Mstep: Class 11 contains 166598 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177365 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207378 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 383Q: 22 clusters Score -1.6644e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200723 members 
Mstep: Class 2 contains 66653 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 141350 members 
Mstep: Class 6 contains 36673 members 
Mstep: Class 7 contains 59190 members 
Mstep: Class 8 contains 33044 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175943 members 
Mstep: Class 11 contains 166608 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177361 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207345 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439904.000000 Penalty: 73383.539062
Iteration 384Q: 22 clusters Score -1.664399e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200723 members 
Mstep: Class 2 contains 66653 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 141351 members 
Mstep: Class 6 contains 36674 members 
Mstep: Class 7 contains 59198 members 
Mstep: Class 8 contains 33042 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175950 members 
Mstep: Class 11 contains 166611 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177362 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207324 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439792.000000 Penalty: 73383.539062
Iteration 385Q: 22 clusters Score -1.664398e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 66658 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 141360 members 
Mstep: Class 6 contains 36678 members 
Mstep: Class 7 contains 59196 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175946 members 
Mstep: Class 11 contains 166603 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177385 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207283 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439680.000000 Penalty: 73383.539062
Iteration 386Q: 22 clusters Score -1.664397e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200766 members 
Mstep: Class 2 contains 66659 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 141367 members 
Mstep: Class 6 contains 36686 members 
Mstep: Class 7 contains 59197 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175932 members 
Mstep: Class 11 contains 166602 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177393 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207250 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439616.000000 Penalty: 73383.539062
Iteration 387Q: 22 clusters Score -1.664396e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 66664 members 
Mstep: Class 4 contains 14234 members 
Mstep: Class 5 contains 141371 members 
Mstep: Class 6 contains 36694 members 
Mstep: Class 7 contains 59198 members 
Mstep: Class 8 contains 33038 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175934 members 
Mstep: Class 11 contains 166596 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177404 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207231 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439600.000000 Penalty: 73383.539062
Iteration 388Q: 22 clusters Score -1.664396e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200748 members 
Mstep: Class 2 contains 66668 members 
Mstep: Class 4 contains 14237 members 
Mstep: Class 5 contains 141384 members 
Mstep: Class 6 contains 36695 members 
Mstep: Class 7 contains 59199 members 
Mstep: Class 8 contains 33037 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175939 members 
Mstep: Class 11 contains 166592 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177415 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207207 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 389Q: 22 clusters Score -1.664395e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 66670 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 141398 members 
Mstep: Class 6 contains 36695 members 
Mstep: Class 7 contains 59203 members 
Mstep: Class 8 contains 33039 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175951 members 
Mstep: Class 11 contains 166592 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177418 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207174 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439536.000000 Penalty: 73383.539062
Iteration 390Q: 22 clusters Score -1.664395e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200737 members 
Mstep: Class 2 contains 66676 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141407 members 
Mstep: Class 6 contains 36699 members 
Mstep: Class 7 contains 59206 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175962 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177421 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207139 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 391Q: 22 clusters Score -1.664395e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200749 members 
Mstep: Class 2 contains 66678 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141419 members 
Mstep: Class 6 contains 36696 members 
Mstep: Class 7 contains 59212 members 
Mstep: Class 8 contains 33040 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175969 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177429 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207094 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439328.000000 Penalty: 73383.539062
Iteration 392Q: 22 clusters Score -1.664393e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200748 members 
Mstep: Class 2 contains 66682 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141424 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 59214 members 
Mstep: Class 8 contains 33043 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175985 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177432 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207061 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439408.000000 Penalty: 73383.539062
Iteration 393Q: 22 clusters Score -1.664394e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200746 members 
Mstep: Class 2 contains 66685 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 141432 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 59217 members 
Mstep: Class 8 contains 33047 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175990 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177434 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207038 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 394Q: 22 clusters Score -1.664394e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200733 members 
Mstep: Class 2 contains 66687 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141435 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 59220 members 
Mstep: Class 8 contains 33047 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176000 members 
Mstep: Class 11 contains 166592 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177441 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207028 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439488.000000 Penalty: 73383.539062
Iteration 395Q: 22 clusters Score -1.664395e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 66689 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 141448 members 
Mstep: Class 6 contains 36695 members 
Mstep: Class 7 contains 59223 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 175998 members 
Mstep: Class 11 contains 166589 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177448 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 207012 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 396Q: 22 clusters Score -1.664395e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200739 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141457 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 59225 members 
Mstep: Class 8 contains 33044 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176001 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177447 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206987 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 397Q: 22 clusters Score -1.664395e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200741 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 141464 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 59226 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176010 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177447 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206966 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 398Q: 22 clusters Score -1.664395e+08 nChanged 87
Entering ConstructFrom: 
Score: -166439456.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (200736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200736 members 
Entering Unmasked Estep 
Score: -25752600.000000 Penalty: 3028.016846
	Iteration 0F: 2 clusters Score -2.57526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -25622612.000000 Penalty: 6056.033691
	Iteration 0F: 3 clusters Score -2.562261e+07 nChanged 96628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -25679558.000000 Penalty: 6056.033691
	Iteration 1F: 3 clusters Score -2.567956e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -25680712.000000 Penalty: 6056.033691
	Iteration 2Q: 3 clusters Score -2.568071e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -25682206.000000 Penalty: 6056.033691
	Iteration 3Q: 3 clusters Score -2.568221e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -25684256.000000 Penalty: 6056.033691
	Iteration 4Q: 3 clusters Score -2.568426e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -25686864.000000 Penalty: 6056.033691
	Iteration 5Q: 3 clusters Score -2.568686e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -25690852.000000 Penalty: 6056.033691
	Iteration 6Q: 3 clusters Score -2.569085e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -25697890.000000 Penalty: 6056.033691
	Iteration 7F: 3 clusters Score -2.569789e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134378 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -25707316.000000 Penalty: 6056.033691
	Iteration 8F: 3 clusters Score -2.570732e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -25717712.000000 Penalty: 6056.033691
	Iteration 9F: 3 clusters Score -2.571771e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -25725634.000000 Penalty: 6056.033691
	Iteration 10F: 3 clusters Score -2.572563e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -25730092.000000 Penalty: 6056.033691
	Iteration 11Q: 3 clusters Score -2.573009e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -25732780.000000 Penalty: 6056.033691
	Iteration 12Q: 3 clusters Score -2.573278e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -25734650.000000 Penalty: 6056.033691
	Iteration 13Q: 3 clusters Score -2.573465e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -25736360.000000 Penalty: 6056.033691
	Iteration 14Q: 3 clusters Score -2.573636e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -25737928.000000 Penalty: 6056.033691
	Iteration 15Q: 3 clusters Score -2.573793e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -25739552.000000 Penalty: 6056.033691
	Iteration 16Q: 3 clusters Score -2.573955e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -25740996.000000 Penalty: 6056.033691
	Iteration 17Q: 3 clusters Score -2.5741e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -25742364.000000 Penalty: 6056.033691
	Iteration 18Q: 3 clusters Score -2.574236e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -25743628.000000 Penalty: 6056.033691
	Iteration 19Q: 3 clusters Score -2.574363e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -25744670.000000 Penalty: 6056.033691
	Iteration 20F: 3 clusters Score -2.574467e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189628 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -25745656.000000 Penalty: 6056.033691
	Iteration 21Q: 3 clusters Score -2.574566e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191623 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -25746532.000000 Penalty: 6056.033691
	Iteration 22Q: 3 clusters Score -2.574653e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193263 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -25747210.000000 Penalty: 6056.033691
	Iteration 23Q: 3 clusters Score -2.574721e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194599 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -25747880.000000 Penalty: 6056.033691
	Iteration 24Q: 3 clusters Score -2.574788e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -25748252.000000 Penalty: 6056.033691
	Iteration 25Q: 3 clusters Score -2.574825e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196555 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -25748566.000000 Penalty: 6056.033691
	Iteration 26Q: 3 clusters Score -2.574857e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197200 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -25748906.000000 Penalty: 6056.033691
	Iteration 27Q: 3 clusters Score -2.574891e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -25749162.000000 Penalty: 6056.033691
	Iteration 28Q: 3 clusters Score -2.574916e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198081 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -25749360.000000 Penalty: 6056.033691
	Iteration 29Q: 3 clusters Score -2.574936e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198376 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -25749462.000000 Penalty: 6056.033691
	Iteration 30Q: 3 clusters Score -2.574946e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198607 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -25749550.000000 Penalty: 6056.033691
	Iteration 31Q: 3 clusters Score -2.574955e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198788 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -25749574.000000 Penalty: 6056.033691
	Iteration 32Q: 3 clusters Score -2.574957e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198924 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -25749678.000000 Penalty: 6056.033691
	Iteration 33Q: 3 clusters Score -2.574968e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199024 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25749692.000000 Penalty: 6056.033691
	Iteration 34Q: 3 clusters Score -2.574969e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199109 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25749742.000000 Penalty: 6056.033691
	Iteration 35Q: 3 clusters Score -2.574974e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199183 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25749800.000000 Penalty: 6056.033691
	Iteration 36Q: 3 clusters Score -2.57498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -25749854.000000 Penalty: 6056.033691
	Iteration 37Q: 3 clusters Score -2.574985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199293 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25749868.000000 Penalty: 6056.033691
	Iteration 38Q: 3 clusters Score -2.574987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199315 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25749882.000000 Penalty: 6056.033691
	Iteration 39Q: 3 clusters Score -2.574988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199346 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25749888.000000 Penalty: 6056.033691
	Iteration 40F: 3 clusters Score -2.574989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -25749914.000000 Penalty: 6056.033691
	Iteration 41Q: 3 clusters Score -2.574991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -25749930.000000 Penalty: 6056.033691
	Iteration 42Q: 3 clusters Score -2.574993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -25749916.000000 Penalty: 6056.033691
	Iteration 43Q: 3 clusters Score -2.574992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199432 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -25749872.000000 Penalty: 6056.033691
	Iteration 44Q: 3 clusters Score -2.574987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199444 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -25749862.000000 Penalty: 6056.033691
	Iteration 45Q: 3 clusters Score -2.574986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199452 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -25749854.000000 Penalty: 6056.033691
	Iteration 46Q: 3 clusters Score -2.574985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25749852.000000 Penalty: 6056.033691
	Iteration 47Q: 3 clusters Score -2.574985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199466 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -25749864.000000 Penalty: 6056.033691
	Iteration 48Q: 3 clusters Score -2.574986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -25749894.000000 Penalty: 6056.033691
	Iteration 49Q: 3 clusters Score -2.574989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199484 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -25749882.000000 Penalty: 6056.033691
	Iteration 50Q: 3 clusters Score -2.574988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199493 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -25749892.000000 Penalty: 6056.033691
	Iteration 51Q: 3 clusters Score -2.574989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199497 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -25749894.000000 Penalty: 6056.033691
	Iteration 52Q: 3 clusters Score -2.574989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199504 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -25749898.000000 Penalty: 6056.033691
	Iteration 53Q: 3 clusters Score -2.57499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199512 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25749906.000000 Penalty: 6056.033691
	Iteration 54Q: 3 clusters Score -2.574991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25749902.000000 Penalty: 6056.033691
	Iteration 55Q: 3 clusters Score -2.57499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -25749908.000000 Penalty: 6056.033691
	Iteration 56Q: 3 clusters Score -2.574991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -25749906.000000 Penalty: 6056.033691
	Iteration 57Q: 3 clusters Score -2.574991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199522 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25749918.000000 Penalty: 6056.033691
	Iteration 58Q: 3 clusters Score -2.574992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199522 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25749906.000000 Penalty: 6056.033691
	Iteration 59Q: 3 clusters Score -2.574991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199524 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -25749912.000000 Penalty: 6056.033691
	Iteration 60F: 3 clusters Score -2.574991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Entering Unmasked Estep 
Score: -8339778.500000 Penalty: 2754.744385
	Iteration 0F: 2 clusters Score -8339778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -8295205.000000 Penalty: 5509.488770
	Iteration 0F: 3 clusters Score -8295205 nChanged 31091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -8312451.000000 Penalty: 5509.488770
	Iteration 1F: 3 clusters Score -8312451 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -8313096.000000 Penalty: 5509.488770
	Iteration 2Q: 3 clusters Score -8313096 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -8313804.000000 Penalty: 5509.488770
	Iteration 3Q: 3 clusters Score -8313804 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -8314732.500000 Penalty: 5509.488770
	Iteration 4Q: 3 clusters Score -8314732 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -8316077.000000 Penalty: 5509.488770
	Iteration 5Q: 3 clusters Score -8316077 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -8318351.000000 Penalty: 5509.488770
	Iteration 6F: 3 clusters Score -8318351 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -8321596.500000 Penalty: 5509.488770
	Iteration 7F: 3 clusters Score -8321596 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8325785.500000 Penalty: 5509.488770
	Iteration 8F: 3 clusters Score -8325786 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -8329765.000000 Penalty: 5509.488770
	Iteration 9F: 3 clusters Score -8329765 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -8332777.000000 Penalty: 5509.488770
	Iteration 10F: 3 clusters Score -8332777 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8334922.000000 Penalty: 5509.488770
	Iteration 11Q: 3 clusters Score -8334922 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8336094.500000 Penalty: 5509.488770
	Iteration 12Q: 3 clusters Score -8336094 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8336757.000000 Penalty: 5509.488770
	Iteration 13Q: 3 clusters Score -8336757 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8337081.500000 Penalty: 5509.488770
	Iteration 14Q: 3 clusters Score -8337082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8337223.000000 Penalty: 5509.488770
	Iteration 15Q: 3 clusters Score -8337223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8337297.000000 Penalty: 5509.488770
	Iteration 16Q: 3 clusters Score -8337297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8337351.000000 Penalty: 5509.488770
	Iteration 17Q: 3 clusters Score -8337351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8337373.000000 Penalty: 5509.488770
	Iteration 18Q: 3 clusters Score -8337373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8337394.000000 Penalty: 5509.488770
	Iteration 19Q: 3 clusters Score -8337394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8337395.500000 Penalty: 5509.488770
	Iteration 20F: 3 clusters Score -8337396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8337404.000000 Penalty: 5509.488770
	Iteration 21Q: 3 clusters Score -8337404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8337410.000000 Penalty: 5509.488770
	Iteration 22Q: 3 clusters Score -8337410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8337411.000000 Penalty: 5509.488770
	Iteration 23Q: 3 clusters Score -8337411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8337410.500000 Penalty: 5509.488770
	Iteration 24Q: 3 clusters Score -8337410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8337418.500000 Penalty: 5509.488770
	Iteration 25Q: 3 clusters Score -8337418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8337418.500000 Penalty: 5509.488770
	Iteration 26F: 3 clusters Score -8337418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Entering Unmasked Estep 
Score: -1757147.000000 Penalty: 2371.842285
	Iteration 0F: 2 clusters Score -1757147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1746899.125000 Penalty: 4743.684570
	Iteration 0F: 3 clusters Score -1746899 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1750046.625000 Penalty: 4743.684570
	Iteration 1F: 3 clusters Score -1750047 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1750458.125000 Penalty: 4743.684570
	Iteration 2F: 3 clusters Score -1750458 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1750823.125000 Penalty: 4743.684570
	Iteration 3F: 3 clusters Score -1750823 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1751193.375000 Penalty: 4743.684570
	Iteration 4Q: 3 clusters Score -1751193 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1751598.875000 Penalty: 4743.684570
	Iteration 5Q: 3 clusters Score -1751599 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1752142.375000 Penalty: 4743.684570
	Iteration 6F: 3 clusters Score -1752142 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1752818.375000 Penalty: 4743.684570
	Iteration 7F: 3 clusters Score -1752818 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1753455.375000 Penalty: 4743.684570
	Iteration 8F: 3 clusters Score -1753455 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1754045.000000 Penalty: 4743.684570
	Iteration 9F: 3 clusters Score -1754045 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1754624.125000 Penalty: 4743.684570
	Iteration 10Q: 3 clusters Score -1754624 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1755114.500000 Penalty: 4743.684570
	Iteration 11Q: 3 clusters Score -1755114 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1755494.625000 Penalty: 4743.684570
	Iteration 12Q: 3 clusters Score -1755495 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1755808.625000 Penalty: 4743.684570
	Iteration 13Q: 3 clusters Score -1755809 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1756020.500000 Penalty: 4743.684570
	Iteration 14Q: 3 clusters Score -1756020 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1756162.250000 Penalty: 4743.684570
	Iteration 15Q: 3 clusters Score -1756162 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1756252.125000 Penalty: 4743.684570
	Iteration 16Q: 3 clusters Score -1756252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1756307.125000 Penalty: 4743.684570
	Iteration 17Q: 3 clusters Score -1756307 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1756329.500000 Penalty: 4743.684570
	Iteration 18Q: 3 clusters Score -1756330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1756347.625000 Penalty: 4743.684570
	Iteration 19Q: 3 clusters Score -1756348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1756367.000000 Penalty: 4743.684570
	Iteration 20F: 3 clusters Score -1756367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1756370.625000 Penalty: 4743.684570
	Iteration 21Q: 3 clusters Score -1756371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1756377.625000 Penalty: 4743.684570
	Iteration 22Q: 3 clusters Score -1756378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1756373.000000 Penalty: 4743.684570
	Iteration 23Q: 3 clusters Score -1756373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1756380.625000 Penalty: 4743.684570
	Iteration 24Q: 3 clusters Score -1756381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1756382.875000 Penalty: 4743.684570
	Iteration 25Q: 3 clusters Score -1756383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1756382.875000 Penalty: 4743.684570
	Iteration 26Q: 3 clusters Score -1756383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1756381.375000 Penalty: 4743.684570
	Iteration 27Q: 3 clusters Score -1756381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1756381.375000 Penalty: 4743.684570
	Iteration 28F: 3 clusters Score -1756381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Entering Unmasked Estep 
Score: -18336292.000000 Penalty: 2941.235596
	Iteration 0F: 2 clusters Score -1.833629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -18241980.000000 Penalty: 5882.471191
	Iteration 0F: 3 clusters Score -1.824198e+07 nChanged 67385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -18280590.000000 Penalty: 5882.471191
	Iteration 1F: 3 clusters Score -1.828059e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -18281664.000000 Penalty: 5882.471191
	Iteration 2Q: 3 clusters Score -1.828166e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -18282930.000000 Penalty: 5882.471191
	Iteration 3Q: 3 clusters Score -1.828293e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -18284750.000000 Penalty: 5882.471191
	Iteration 4Q: 3 clusters Score -1.828475e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -18288262.000000 Penalty: 5882.471191
	Iteration 5Q: 3 clusters Score -1.828826e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -18294506.000000 Penalty: 5882.471191
	Iteration 6F: 3 clusters Score -1.829451e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -18304454.000000 Penalty: 5882.471191
	Iteration 7F: 3 clusters Score -1.830445e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122889 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -18316628.000000 Penalty: 5882.471191
	Iteration 8F: 3 clusters Score -1.831663e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -18326008.000000 Penalty: 5882.471191
	Iteration 9F: 3 clusters Score -1.832601e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -18330940.000000 Penalty: 5882.471191
	Iteration 10Q: 3 clusters Score -1.833094e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138948 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -18332908.000000 Penalty: 5882.471191
	Iteration 11Q: 3 clusters Score -1.833291e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -18333602.000000 Penalty: 5882.471191
	Iteration 12Q: 3 clusters Score -1.83336e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18333882.000000 Penalty: 5882.471191
	Iteration 13Q: 3 clusters Score -1.833388e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18333988.000000 Penalty: 5882.471191
	Iteration 14Q: 3 clusters Score -1.833399e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -18334082.000000 Penalty: 5882.471191
	Iteration 15Q: 3 clusters Score -1.833408e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18334128.000000 Penalty: 5882.471191
	Iteration 16Q: 3 clusters Score -1.833413e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18334158.000000 Penalty: 5882.471191
	Iteration 17Q: 3 clusters Score -1.833416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18334214.000000 Penalty: 5882.471191
	Iteration 18Q: 3 clusters Score -1.833421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18334234.000000 Penalty: 5882.471191
	Iteration 19Q: 3 clusters Score -1.833423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18334234.000000 Penalty: 5882.471191
	Iteration 20F: 3 clusters Score -1.833423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18334228.000000 Penalty: 5882.471191
	Iteration 21Q: 3 clusters Score -1.833423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -18334220.000000 Penalty: 5882.471191
	Iteration 22Q: 3 clusters Score -1.833422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18334230.000000 Penalty: 5882.471191
	Iteration 23Q: 3 clusters Score -1.833423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140291 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18334218.000000 Penalty: 5882.471191
	Iteration 24Q: 3 clusters Score -1.833422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18334226.000000 Penalty: 5882.471191
	Iteration 25Q: 3 clusters Score -1.833423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140291 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18334230.000000 Penalty: 5882.471191
	Iteration 26Q: 3 clusters Score -1.833423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140293 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -18334250.000000 Penalty: 5882.471191
	Iteration 27Q: 3 clusters Score -1.833425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18334246.000000 Penalty: 5882.471191
	Iteration 28Q: 3 clusters Score -1.833425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18334266.000000 Penalty: 5882.471191
	Iteration 29Q: 3 clusters Score -1.833427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18334264.000000 Penalty: 5882.471191
	Iteration 30Q: 3 clusters Score -1.833426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -18334264.000000 Penalty: 5882.471191
	Iteration 31Q: 3 clusters Score -1.833426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -18334264.000000 Penalty: 5882.471191
	Iteration 32F: 3 clusters Score -1.833426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Entering Unmasked Estep 
Score: -4774604.500000 Penalty: 2606.584717
	Iteration 0F: 2 clusters Score -4774604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4749713.500000 Penalty: 5213.169434
	Iteration 0F: 3 clusters Score -4749714 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4758890.000000 Penalty: 5213.169434
	Iteration 1F: 3 clusters Score -4758890 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4759500.000000 Penalty: 5213.169434
	Iteration 2Q: 3 clusters Score -4759500 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4760118.500000 Penalty: 5213.169434
	Iteration 3Q: 3 clusters Score -4760118 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4760909.000000 Penalty: 5213.169434
	Iteration 4Q: 3 clusters Score -4760909 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4761820.500000 Penalty: 5213.169434
	Iteration 5Q: 3 clusters Score -4761820 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4762835.000000 Penalty: 5213.169434
	Iteration 6Q: 3 clusters Score -4762835 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4763924.000000 Penalty: 5213.169434
	Iteration 7Q: 3 clusters Score -4763924 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -4765151.000000 Penalty: 5213.169434
	Iteration 8F: 3 clusters Score -4765151 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4766441.500000 Penalty: 5213.169434
	Iteration 9F: 3 clusters Score -4766442 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4767613.500000 Penalty: 5213.169434
	Iteration 10Q: 3 clusters Score -4767614 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4768461.500000 Penalty: 5213.169434
	Iteration 11Q: 3 clusters Score -4768462 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -4768969.000000 Penalty: 5213.169434
	Iteration 12Q: 3 clusters Score -4768969 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4769253.000000 Penalty: 5213.169434
	Iteration 13Q: 3 clusters Score -4769253 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -4769445.000000 Penalty: 5213.169434
	Iteration 14Q: 3 clusters Score -4769445 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4769620.500000 Penalty: 5213.169434
	Iteration 15Q: 3 clusters Score -4769620 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4769756.000000 Penalty: 5213.169434
	Iteration 16Q: 3 clusters Score -4769756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4769884.000000 Penalty: 5213.169434
	Iteration 17Q: 3 clusters Score -4769884 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4769955.500000 Penalty: 5213.169434
	Iteration 18Q: 3 clusters Score -4769956 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4770037.500000 Penalty: 5213.169434
	Iteration 19Q: 3 clusters Score -4770038 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4770091.500000 Penalty: 5213.169434
	Iteration 20F: 3 clusters Score -4770092 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4770135.000000 Penalty: 5213.169434
	Iteration 21Q: 3 clusters Score -4770135 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4770214.000000 Penalty: 5213.169434
	Iteration 22Q: 3 clusters Score -4770214 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4770273.000000 Penalty: 5213.169434
	Iteration 23Q: 3 clusters Score -4770273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4770319.500000 Penalty: 5213.169434
	Iteration 24Q: 3 clusters Score -4770320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4770342.500000 Penalty: 5213.169434
	Iteration 25Q: 3 clusters Score -4770342 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4770377.000000 Penalty: 5213.169434
	Iteration 26Q: 3 clusters Score -4770377 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4770417.000000 Penalty: 5213.169434
	Iteration 27Q: 3 clusters Score -4770417 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4770469.500000 Penalty: 5213.169434
	Iteration 28Q: 3 clusters Score -4770470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4770499.000000 Penalty: 5213.169434
	Iteration 29Q: 3 clusters Score -4770499 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4770530.500000 Penalty: 5213.169434
	Iteration 30Q: 3 clusters Score -4770530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4770526.500000 Penalty: 5213.169434
	Iteration 31Q: 3 clusters Score -4770526 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4770549.500000 Penalty: 5213.169434
	Iteration 32Q: 3 clusters Score -4770550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4770588.000000 Penalty: 5213.169434
	Iteration 33Q: 3 clusters Score -4770588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4770616.500000 Penalty: 5213.169434
	Iteration 34Q: 3 clusters Score -4770616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4770633.000000 Penalty: 5213.169434
	Iteration 35Q: 3 clusters Score -4770633 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4770650.000000 Penalty: 5213.169434
	Iteration 36Q: 3 clusters Score -4770650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4770673.000000 Penalty: 5213.169434
	Iteration 37Q: 3 clusters Score -4770673 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4770696.500000 Penalty: 5213.169434
	Iteration 38Q: 3 clusters Score -4770696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -4770712.500000 Penalty: 5213.169434
	Iteration 39Q: 3 clusters Score -4770712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4770730.500000 Penalty: 5213.169434
	Iteration 40F: 3 clusters Score -4770730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4770755.000000 Penalty: 5213.169434
	Iteration 41Q: 3 clusters Score -4770755 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4770798.000000 Penalty: 5213.169434
	Iteration 42Q: 3 clusters Score -4770798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4770799.500000 Penalty: 5213.169434
	Iteration 43Q: 3 clusters Score -4770800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4770816.500000 Penalty: 5213.169434
	Iteration 44Q: 3 clusters Score -4770816 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4770839.000000 Penalty: 5213.169434
	Iteration 45Q: 3 clusters Score -4770839 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4770854.500000 Penalty: 5213.169434
	Iteration 46Q: 3 clusters Score -4770854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4770887.000000 Penalty: 5213.169434
	Iteration 47Q: 3 clusters Score -4770887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4770899.500000 Penalty: 5213.169434
	Iteration 48Q: 3 clusters Score -4770900 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4770930.500000 Penalty: 5213.169434
	Iteration 49Q: 3 clusters Score -4770930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4770941.000000 Penalty: 5213.169434
	Iteration 50Q: 3 clusters Score -4770941 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4770951.500000 Penalty: 5213.169434
	Iteration 51Q: 3 clusters Score -4770952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4770972.500000 Penalty: 5213.169434
	Iteration 52Q: 3 clusters Score -4770972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4771002.500000 Penalty: 5213.169434
	Iteration 53Q: 3 clusters Score -4771002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4771028.000000 Penalty: 5213.169434
	Iteration 54Q: 3 clusters Score -4771028 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4771045.500000 Penalty: 5213.169434
	Iteration 55Q: 3 clusters Score -4771046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4771055.000000 Penalty: 5213.169434
	Iteration 56Q: 3 clusters Score -4771055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4771070.000000 Penalty: 5213.169434
	Iteration 57Q: 3 clusters Score -4771070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4771105.000000 Penalty: 5213.169434
	Iteration 58Q: 3 clusters Score -4771105 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4771130.500000 Penalty: 5213.169434
	Iteration 59Q: 3 clusters Score -4771130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4771166.000000 Penalty: 5213.169434
	Iteration 60F: 3 clusters Score -4771166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4771202.500000 Penalty: 5213.169434
	Iteration 61Q: 3 clusters Score -4771202 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4771234.000000 Penalty: 5213.169434
	Iteration 62Q: 3 clusters Score -4771234 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4771256.000000 Penalty: 5213.169434
	Iteration 63Q: 3 clusters Score -4771256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4771276.000000 Penalty: 5213.169434
	Iteration 64Q: 3 clusters Score -4771276 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4771336.000000 Penalty: 5213.169434
	Iteration 65Q: 3 clusters Score -4771336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4771371.000000 Penalty: 5213.169434
	Iteration 66Q: 3 clusters Score -4771371 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4771421.500000 Penalty: 5213.169434
	Iteration 67Q: 3 clusters Score -4771422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4771473.000000 Penalty: 5213.169434
	Iteration 68Q: 3 clusters Score -4771473 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4771529.000000 Penalty: 5213.169434
	Iteration 69Q: 3 clusters Score -4771529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4771560.000000 Penalty: 5213.169434
	Iteration 70Q: 3 clusters Score -4771560 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4771614.500000 Penalty: 5213.169434
	Iteration 71Q: 3 clusters Score -4771614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4771651.500000 Penalty: 5213.169434
	Iteration 72Q: 3 clusters Score -4771652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4771706.500000 Penalty: 5213.169434
	Iteration 73Q: 3 clusters Score -4771706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4771753.500000 Penalty: 5213.169434
	Iteration 74Q: 3 clusters Score -4771754 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4771815.000000 Penalty: 5213.169434
	Iteration 75Q: 3 clusters Score -4771815 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4771853.500000 Penalty: 5213.169434
	Iteration 76Q: 3 clusters Score -4771854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4771879.000000 Penalty: 5213.169434
	Iteration 77Q: 3 clusters Score -4771879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4771899.000000 Penalty: 5213.169434
	Iteration 78Q: 3 clusters Score -4771899 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4771942.000000 Penalty: 5213.169434
	Iteration 79Q: 3 clusters Score -4771942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4771975.500000 Penalty: 5213.169434
	Iteration 80F: 3 clusters Score -4771976 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4772013.500000 Penalty: 5213.169434
	Iteration 81Q: 3 clusters Score -4772014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4772068.500000 Penalty: 5213.169434
	Iteration 82Q: 3 clusters Score -4772068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4772079.000000 Penalty: 5213.169434
	Iteration 83Q: 3 clusters Score -4772079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4772096.000000 Penalty: 5213.169434
	Iteration 84Q: 3 clusters Score -4772096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4772126.500000 Penalty: 5213.169434
	Iteration 85Q: 3 clusters Score -4772126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4772154.500000 Penalty: 5213.169434
	Iteration 86Q: 3 clusters Score -4772154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4772179.500000 Penalty: 5213.169434
	Iteration 87Q: 3 clusters Score -4772180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4772198.500000 Penalty: 5213.169434
	Iteration 88Q: 3 clusters Score -4772198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4772205.000000 Penalty: 5213.169434
	Iteration 89Q: 3 clusters Score -4772205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4772219.000000 Penalty: 5213.169434
	Iteration 90Q: 3 clusters Score -4772219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4772223.000000 Penalty: 5213.169434
	Iteration 91Q: 3 clusters Score -4772223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4772247.500000 Penalty: 5213.169434
	Iteration 92Q: 3 clusters Score -4772248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4772250.500000 Penalty: 5213.169434
	Iteration 93Q: 3 clusters Score -4772250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4772260.000000 Penalty: 5213.169434
	Iteration 94Q: 3 clusters Score -4772260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4772275.500000 Penalty: 5213.169434
	Iteration 95Q: 3 clusters Score -4772276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4772280.000000 Penalty: 5213.169434
	Iteration 96Q: 3 clusters Score -4772280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4772304.000000 Penalty: 5213.169434
	Iteration 97Q: 3 clusters Score -4772304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4772311.000000 Penalty: 5213.169434
	Iteration 98Q: 3 clusters Score -4772311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4772325.500000 Penalty: 5213.169434
	Iteration 99Q: 3 clusters Score -4772326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4772340.000000 Penalty: 5213.169434
	Iteration 100F: 3 clusters Score -4772340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4772348.000000 Penalty: 5213.169434
	Iteration 101Q: 3 clusters Score -4772348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4772354.000000 Penalty: 5213.169434
	Iteration 102Q: 3 clusters Score -4772354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4772361.000000 Penalty: 5213.169434
	Iteration 103Q: 3 clusters Score -4772361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4772368.000000 Penalty: 5213.169434
	Iteration 104Q: 3 clusters Score -4772368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4772377.500000 Penalty: 5213.169434
	Iteration 105Q: 3 clusters Score -4772378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4772381.500000 Penalty: 5213.169434
	Iteration 106Q: 3 clusters Score -4772382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4772387.500000 Penalty: 5213.169434
	Iteration 107Q: 3 clusters Score -4772388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4772396.500000 Penalty: 5213.169434
	Iteration 108Q: 3 clusters Score -4772396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4772402.500000 Penalty: 5213.169434
	Iteration 109Q: 3 clusters Score -4772402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4772408.000000 Penalty: 5213.169434
	Iteration 110Q: 3 clusters Score -4772408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4772403.000000 Penalty: 5213.169434
	Iteration 111Q: 3 clusters Score -4772403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4772402.500000 Penalty: 5213.169434
	Iteration 112Q: 3 clusters Score -4772402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4772412.000000 Penalty: 5213.169434
	Iteration 113Q: 3 clusters Score -4772412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4772422.000000 Penalty: 5213.169434
	Iteration 114Q: 3 clusters Score -4772422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4772416.500000 Penalty: 5213.169434
	Iteration 115Q: 3 clusters Score -4772416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4772426.500000 Penalty: 5213.169434
	Iteration 116Q: 3 clusters Score -4772426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4772420.000000 Penalty: 5213.169434
	Iteration 117Q: 3 clusters Score -4772420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4772422.500000 Penalty: 5213.169434
	Iteration 118Q: 3 clusters Score -4772422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4772425.500000 Penalty: 5213.169434
	Iteration 119Q: 3 clusters Score -4772426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4772424.500000 Penalty: 5213.169434
	Iteration 120F: 3 clusters Score -4772424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4772425.000000 Penalty: 5213.169434
	Iteration 121Q: 3 clusters Score -4772425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4772428.500000 Penalty: 5213.169434
	Iteration 122Q: 3 clusters Score -4772428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4772436.500000 Penalty: 5213.169434
	Iteration 123Q: 3 clusters Score -4772436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4772446.000000 Penalty: 5213.169434
	Iteration 124Q: 3 clusters Score -4772446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4772449.000000 Penalty: 5213.169434
	Iteration 125Q: 3 clusters Score -4772449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4772452.500000 Penalty: 5213.169434
	Iteration 126Q: 3 clusters Score -4772452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4772448.500000 Penalty: 5213.169434
	Iteration 127Q: 3 clusters Score -4772448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4772447.500000 Penalty: 5213.169434
	Iteration 128Q: 3 clusters Score -4772448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4772450.000000 Penalty: 5213.169434
	Iteration 129Q: 3 clusters Score -4772450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4772450.500000 Penalty: 5213.169434
	Iteration 130Q: 3 clusters Score -4772450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4772451.000000 Penalty: 5213.169434
	Iteration 131Q: 3 clusters Score -4772451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4772454.500000 Penalty: 5213.169434
	Iteration 132Q: 3 clusters Score -4772454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4772454.500000 Penalty: 5213.169434
	Iteration 133Q: 3 clusters Score -4772454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4772455.500000 Penalty: 5213.169434
	Iteration 134Q: 3 clusters Score -4772456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4772457.500000 Penalty: 5213.169434
	Iteration 135Q: 3 clusters Score -4772458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4772466.000000 Penalty: 5213.169434
	Iteration 136Q: 3 clusters Score -4772466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4772460.500000 Penalty: 5213.169434
	Iteration 137Q: 3 clusters Score -4772460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4772460.500000 Penalty: 5213.169434
	Iteration 138F: 3 clusters Score -4772460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Entering Unmasked Estep 
Score: -7722673.500000 Penalty: 2725.309326
	Iteration 0F: 2 clusters Score -7722674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -7682690.000000 Penalty: 5450.618652
	Iteration 0F: 3 clusters Score -7682690 nChanged 27659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -7697877.500000 Penalty: 5450.618652
	Iteration 1F: 3 clusters Score -7697878 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -7698600.500000 Penalty: 5450.618652
	Iteration 2Q: 3 clusters Score -7698600 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -7699388.500000 Penalty: 5450.618652
	Iteration 3Q: 3 clusters Score -7699388 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -7700599.000000 Penalty: 5450.618652
	Iteration 4Q: 3 clusters Score -7700599 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7702243.000000 Penalty: 5450.618652
	Iteration 5F: 3 clusters Score -7702243 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7704473.500000 Penalty: 5450.618652
	Iteration 6F: 3 clusters Score -7704474 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7707631.000000 Penalty: 5450.618652
	Iteration 7F: 3 clusters Score -7707631 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7711385.500000 Penalty: 5450.618652
	Iteration 8F: 3 clusters Score -7711386 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7714233.000000 Penalty: 5450.618652
	Iteration 9F: 3 clusters Score -7714233 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -7715670.500000 Penalty: 5450.618652
	Iteration 10Q: 3 clusters Score -7715670 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7716383.000000 Penalty: 5450.618652
	Iteration 11Q: 3 clusters Score -7716383 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -7716718.500000 Penalty: 5450.618652
	Iteration 12Q: 3 clusters Score -7716718 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -7716945.000000 Penalty: 5450.618652
	Iteration 13Q: 3 clusters Score -7716945 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -7717204.000000 Penalty: 5450.618652
	Iteration 14Q: 3 clusters Score -7717204 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -7717369.500000 Penalty: 5450.618652
	Iteration 15Q: 3 clusters Score -7717370 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -7717572.000000 Penalty: 5450.618652
	Iteration 16Q: 3 clusters Score -7717572 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -7717776.000000 Penalty: 5450.618652
	Iteration 17Q: 3 clusters Score -7717776 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -7717955.500000 Penalty: 5450.618652
	Iteration 18Q: 3 clusters Score -7717956 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -7718158.000000 Penalty: 5450.618652
	Iteration 19Q: 3 clusters Score -7718158 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -7718345.500000 Penalty: 5450.618652
	Iteration 20F: 3 clusters Score -7718346 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -7718506.000000 Penalty: 5450.618652
	Iteration 21Q: 3 clusters Score -7718506 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -7718668.000000 Penalty: 5450.618652
	Iteration 22Q: 3 clusters Score -7718668 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -7718831.000000 Penalty: 5450.618652
	Iteration 23Q: 3 clusters Score -7718831 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -7718944.000000 Penalty: 5450.618652
	Iteration 24Q: 3 clusters Score -7718944 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7719028.000000 Penalty: 5450.618652
	Iteration 25Q: 3 clusters Score -7719028 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -7719144.500000 Penalty: 5450.618652
	Iteration 26Q: 3 clusters Score -7719144 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7719238.500000 Penalty: 5450.618652
	Iteration 27Q: 3 clusters Score -7719238 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -7719373.500000 Penalty: 5450.618652
	Iteration 28Q: 3 clusters Score -7719374 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7719469.000000 Penalty: 5450.618652
	Iteration 29Q: 3 clusters Score -7719469 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -7719625.500000 Penalty: 5450.618652
	Iteration 30Q: 3 clusters Score -7719626 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -7719716.000000 Penalty: 5450.618652
	Iteration 31Q: 3 clusters Score -7719716 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7719807.000000 Penalty: 5450.618652
	Iteration 32Q: 3 clusters Score -7719807 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7719877.500000 Penalty: 5450.618652
	Iteration 33Q: 3 clusters Score -7719878 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -7719993.500000 Penalty: 5450.618652
	Iteration 34Q: 3 clusters Score -7719994 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7720101.000000 Penalty: 5450.618652
	Iteration 35Q: 3 clusters Score -7720101 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -7720180.000000 Penalty: 5450.618652
	Iteration 36Q: 3 clusters Score -7720180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -7720242.500000 Penalty: 5450.618652
	Iteration 37Q: 3 clusters Score -7720242 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7720311.500000 Penalty: 5450.618652
	Iteration 38Q: 3 clusters Score -7720312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -7720370.500000 Penalty: 5450.618652
	Iteration 39Q: 3 clusters Score -7720370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7720415.000000 Penalty: 5450.618652
	Iteration 40F: 3 clusters Score -7720415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -7720462.000000 Penalty: 5450.618652
	Iteration 41Q: 3 clusters Score -7720462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7720504.000000 Penalty: 5450.618652
	Iteration 42Q: 3 clusters Score -7720504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7720519.000000 Penalty: 5450.618652
	Iteration 43Q: 3 clusters Score -7720519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -7720564.000000 Penalty: 5450.618652
	Iteration 44Q: 3 clusters Score -7720564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -7720585.500000 Penalty: 5450.618652
	Iteration 45Q: 3 clusters Score -7720586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -7720599.500000 Penalty: 5450.618652
	Iteration 46Q: 3 clusters Score -7720600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7720595.000000 Penalty: 5450.618652
	Iteration 47Q: 3 clusters Score -7720595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -7720628.500000 Penalty: 5450.618652
	Iteration 48Q: 3 clusters Score -7720628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -7720638.500000 Penalty: 5450.618652
	Iteration 49Q: 3 clusters Score -7720638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -7720646.500000 Penalty: 5450.618652
	Iteration 50Q: 3 clusters Score -7720646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -7720648.000000 Penalty: 5450.618652
	Iteration 51Q: 3 clusters Score -7720648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7720649.000000 Penalty: 5450.618652
	Iteration 52Q: 3 clusters Score -7720649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -7720653.000000 Penalty: 5450.618652
	Iteration 53Q: 3 clusters Score -7720653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -7720658.000000 Penalty: 5450.618652
	Iteration 54Q: 3 clusters Score -7720658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -7720676.500000 Penalty: 5450.618652
	Iteration 55Q: 3 clusters Score -7720676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -7720669.500000 Penalty: 5450.618652
	Iteration 56Q: 3 clusters Score -7720670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7720688.500000 Penalty: 5450.618652
	Iteration 57Q: 3 clusters Score -7720688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -7720687.000000 Penalty: 5450.618652
	Iteration 58Q: 3 clusters Score -7720687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -7720686.000000 Penalty: 5450.618652
	Iteration 59Q: 3 clusters Score -7720686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7720688.000000 Penalty: 5450.618652
	Iteration 60F: 3 clusters Score -7720688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -7720690.500000 Penalty: 5450.618652
	Iteration 61Q: 3 clusters Score -7720690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7720689.000000 Penalty: 5450.618652
	Iteration 62Q: 3 clusters Score -7720689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7720692.000000 Penalty: 5450.618652
	Iteration 63Q: 3 clusters Score -7720692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -7720691.500000 Penalty: 5450.618652
	Iteration 64Q: 3 clusters Score -7720692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -7720691.500000 Penalty: 5450.618652
	Iteration 65F: 3 clusters Score -7720692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Entering Unmasked Estep 
Score: -4310047.000000 Penalty: 2580.594971
	Iteration 0F: 2 clusters Score -4310047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4287521.500000 Penalty: 5161.189941
	Iteration 0F: 3 clusters Score -4287522 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4295685.000000 Penalty: 5161.189941
	Iteration 1F: 3 clusters Score -4295685 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4296307.500000 Penalty: 5161.189941
	Iteration 2Q: 3 clusters Score -4296308 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4297012.500000 Penalty: 5161.189941
	Iteration 3Q: 3 clusters Score -4297012 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4297848.500000 Penalty: 5161.189941
	Iteration 4F: 3 clusters Score -4297848 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4298917.500000 Penalty: 5161.189941
	Iteration 5F: 3 clusters Score -4298918 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4300333.500000 Penalty: 5161.189941
	Iteration 6F: 3 clusters Score -4300334 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4301977.500000 Penalty: 5161.189941
	Iteration 7F: 3 clusters Score -4301978 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4303531.500000 Penalty: 5161.189941
	Iteration 8F: 3 clusters Score -4303532 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4304752.500000 Penalty: 5161.189941
	Iteration 9F: 3 clusters Score -4304752 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4305458.000000 Penalty: 5161.189941
	Iteration 10Q: 3 clusters Score -4305458 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4305769.500000 Penalty: 5161.189941
	Iteration 11Q: 3 clusters Score -4305770 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4305968.500000 Penalty: 5161.189941
	Iteration 12Q: 3 clusters Score -4305968 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4306113.000000 Penalty: 5161.189941
	Iteration 13Q: 3 clusters Score -4306113 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4306254.000000 Penalty: 5161.189941
	Iteration 14Q: 3 clusters Score -4306254 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4306389.500000 Penalty: 5161.189941
	Iteration 15Q: 3 clusters Score -4306390 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4306516.500000 Penalty: 5161.189941
	Iteration 16Q: 3 clusters Score -4306516 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -4306618.500000 Penalty: 5161.189941
	Iteration 17Q: 3 clusters Score -4306618 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -4306691.500000 Penalty: 5161.189941
	Iteration 18Q: 3 clusters Score -4306692 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4306760.500000 Penalty: 5161.189941
	Iteration 19Q: 3 clusters Score -4306760 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4306848.000000 Penalty: 5161.189941
	Iteration 20F: 3 clusters Score -4306848 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4306906.000000 Penalty: 5161.189941
	Iteration 21Q: 3 clusters Score -4306906 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4306960.000000 Penalty: 5161.189941
	Iteration 22Q: 3 clusters Score -4306960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4307029.500000 Penalty: 5161.189941
	Iteration 23Q: 3 clusters Score -4307030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4307104.500000 Penalty: 5161.189941
	Iteration 24Q: 3 clusters Score -4307104 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4307169.000000 Penalty: 5161.189941
	Iteration 25Q: 3 clusters Score -4307169 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4307242.000000 Penalty: 5161.189941
	Iteration 26Q: 3 clusters Score -4307242 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4307313.500000 Penalty: 5161.189941
	Iteration 27Q: 3 clusters Score -4307314 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4307378.000000 Penalty: 5161.189941
	Iteration 28Q: 3 clusters Score -4307378 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4307449.500000 Penalty: 5161.189941
	Iteration 29Q: 3 clusters Score -4307450 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4307509.500000 Penalty: 5161.189941
	Iteration 30Q: 3 clusters Score -4307510 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4307565.000000 Penalty: 5161.189941
	Iteration 31Q: 3 clusters Score -4307565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4307631.500000 Penalty: 5161.189941
	Iteration 32Q: 3 clusters Score -4307632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4307663.000000 Penalty: 5161.189941
	Iteration 33Q: 3 clusters Score -4307663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4307692.500000 Penalty: 5161.189941
	Iteration 34Q: 3 clusters Score -4307692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4307725.500000 Penalty: 5161.189941
	Iteration 35Q: 3 clusters Score -4307726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4307747.500000 Penalty: 5161.189941
	Iteration 36Q: 3 clusters Score -4307748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4307761.500000 Penalty: 5161.189941
	Iteration 37Q: 3 clusters Score -4307762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4307778.500000 Penalty: 5161.189941
	Iteration 38Q: 3 clusters Score -4307778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4307795.500000 Penalty: 5161.189941
	Iteration 39Q: 3 clusters Score -4307796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4307807.500000 Penalty: 5161.189941
	Iteration 40F: 3 clusters Score -4307808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4307818.000000 Penalty: 5161.189941
	Iteration 41Q: 3 clusters Score -4307818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4307834.000000 Penalty: 5161.189941
	Iteration 42Q: 3 clusters Score -4307834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4307843.000000 Penalty: 5161.189941
	Iteration 43Q: 3 clusters Score -4307843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4307855.500000 Penalty: 5161.189941
	Iteration 44Q: 3 clusters Score -4307856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4307851.500000 Penalty: 5161.189941
	Iteration 45Q: 3 clusters Score -4307852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4307869.000000 Penalty: 5161.189941
	Iteration 46Q: 3 clusters Score -4307869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4307871.500000 Penalty: 5161.189941
	Iteration 47Q: 3 clusters Score -4307872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4307884.500000 Penalty: 5161.189941
	Iteration 48Q: 3 clusters Score -4307884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4307891.500000 Penalty: 5161.189941
	Iteration 49Q: 3 clusters Score -4307892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4307892.500000 Penalty: 5161.189941
	Iteration 50Q: 3 clusters Score -4307892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4307892.500000 Penalty: 5161.189941
	Iteration 51Q: 3 clusters Score -4307892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4307901.500000 Penalty: 5161.189941
	Iteration 52Q: 3 clusters Score -4307902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4307900.000000 Penalty: 5161.189941
	Iteration 53Q: 3 clusters Score -4307900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4307904.000000 Penalty: 5161.189941
	Iteration 54Q: 3 clusters Score -4307904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4307915.500000 Penalty: 5161.189941
	Iteration 55Q: 3 clusters Score -4307916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4307931.000000 Penalty: 5161.189941
	Iteration 56Q: 3 clusters Score -4307931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4307936.500000 Penalty: 5161.189941
	Iteration 57Q: 3 clusters Score -4307936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4307943.000000 Penalty: 5161.189941
	Iteration 58Q: 3 clusters Score -4307943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4307950.500000 Penalty: 5161.189941
	Iteration 59Q: 3 clusters Score -4307950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4307952.000000 Penalty: 5161.189941
	Iteration 60F: 3 clusters Score -4307952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4307952.500000 Penalty: 5161.189941
	Iteration 61Q: 3 clusters Score -4307952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4307962.000000 Penalty: 5161.189941
	Iteration 62Q: 3 clusters Score -4307962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4307957.500000 Penalty: 5161.189941
	Iteration 63Q: 3 clusters Score -4307958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4307968.500000 Penalty: 5161.189941
	Iteration 64Q: 3 clusters Score -4307968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4307963.500000 Penalty: 5161.189941
	Iteration 65Q: 3 clusters Score -4307964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4307966.000000 Penalty: 5161.189941
	Iteration 66Q: 3 clusters Score -4307966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4307970.500000 Penalty: 5161.189941
	Iteration 67Q: 3 clusters Score -4307970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4307972.500000 Penalty: 5161.189941
	Iteration 68Q: 3 clusters Score -4307972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4307974.500000 Penalty: 5161.189941
	Iteration 69Q: 3 clusters Score -4307974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4307971.000000 Penalty: 5161.189941
	Iteration 70Q: 3 clusters Score -4307971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4307978.500000 Penalty: 5161.189941
	Iteration 71Q: 3 clusters Score -4307978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4307978.500000 Penalty: 5161.189941
	Iteration 72Q: 3 clusters Score -4307978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4307981.500000 Penalty: 5161.189941
	Iteration 73Q: 3 clusters Score -4307982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4307984.500000 Penalty: 5161.189941
	Iteration 74Q: 3 clusters Score -4307984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4307985.000000 Penalty: 5161.189941
	Iteration 75Q: 3 clusters Score -4307985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4307978.000000 Penalty: 5161.189941
	Iteration 76Q: 3 clusters Score -4307978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4307979.000000 Penalty: 5161.189941
	Iteration 77Q: 3 clusters Score -4307979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4307979.500000 Penalty: 5161.189941
	Iteration 78Q: 3 clusters Score -4307980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4307984.000000 Penalty: 5161.189941
	Iteration 79Q: 3 clusters Score -4307984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4307981.000000 Penalty: 5161.189941
	Iteration 80F: 3 clusters Score -4307981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4307983.000000 Penalty: 5161.189941
	Iteration 81Q: 3 clusters Score -4307983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4307982.000000 Penalty: 5161.189941
	Iteration 82Q: 3 clusters Score -4307982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4307982.000000 Penalty: 5161.189941
	Iteration 83F: 3 clusters Score -4307982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -148020.843750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -148020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145960.390625 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -145960.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146349.859375 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -146349.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -146454.156250 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -146454.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146541.187500 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -146541.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146606.640625 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -146606.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146643.171875 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -146643.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -146676.296875 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -146676.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146710.890625 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -146710.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -146744.453125 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -146744.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -146774.484375 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -146774.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -146800.687500 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -146800.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -146833.859375 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -146833.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -146863.312500 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -146863.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146897.328125 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -146897.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -146928.000000 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -146928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146965.328125 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -146965.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -147008.703125 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -147008.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -147055.843750 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -147055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -147081.812500 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -147081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -147094.859375 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -147094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -147114.937500 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -147114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147196.078125 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -147196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -147270.281250 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -147270.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147308.328125 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -147308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147327.859375 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -147327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -147334.875000 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -147334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -147337.015625 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -147337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -147339.593750 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -147339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147343.406250 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -147343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147348.437500 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -147348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -147351.843750 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -147351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147355.328125 Penalty: 3530.536133
	Iteration 31Q: 3 clusters Score -147355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147356.093750 Penalty: 3530.536133
	Iteration 32Q: 3 clusters Score -147356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147357.515625 Penalty: 3530.536133
	Iteration 33Q: 3 clusters Score -147357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147358.062500 Penalty: 3530.536133
	Iteration 34Q: 3 clusters Score -147358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147359.187500 Penalty: 3530.536133
	Iteration 35Q: 3 clusters Score -147359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147359.187500 Penalty: 3530.536133
	Iteration 36F: 3 clusters Score -147359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Entering Unmasked Estep 
Score: -22674942.000000 Penalty: 2995.427246
	Iteration 0F: 2 clusters Score -2.267494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -22560658.000000 Penalty: 5990.854492
	Iteration 0F: 3 clusters Score -2.256066e+07 nChanged 84475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -22610124.000000 Penalty: 5990.854492
	Iteration 1F: 3 clusters Score -2.261012e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -22611358.000000 Penalty: 5990.854492
	Iteration 2Q: 3 clusters Score -2.261136e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -22612820.000000 Penalty: 5990.854492
	Iteration 3Q: 3 clusters Score -2.261282e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -22614894.000000 Penalty: 5990.854492
	Iteration 4Q: 3 clusters Score -2.261489e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -22617586.000000 Penalty: 5990.854492
	Iteration 5Q: 3 clusters Score -2.261759e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -22621486.000000 Penalty: 5990.854492
	Iteration 6Q: 3 clusters Score -2.262149e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -22626610.000000 Penalty: 5990.854492
	Iteration 7F: 3 clusters Score -2.262661e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -22632974.000000 Penalty: 5990.854492
	Iteration 8F: 3 clusters Score -2.263297e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -22639870.000000 Penalty: 5990.854492
	Iteration 9F: 3 clusters Score -2.263987e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -22646070.000000 Penalty: 5990.854492
	Iteration 10F: 3 clusters Score -2.264607e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -22650840.000000 Penalty: 5990.854492
	Iteration 11Q: 3 clusters Score -2.265084e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -22653628.000000 Penalty: 5990.854492
	Iteration 12Q: 3 clusters Score -2.265363e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -22655304.000000 Penalty: 5990.854492
	Iteration 13Q: 3 clusters Score -2.26553e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -22656326.000000 Penalty: 5990.854492
	Iteration 14Q: 3 clusters Score -2.265633e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133055 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -22657126.000000 Penalty: 5990.854492
	Iteration 15Q: 3 clusters Score -2.265713e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -22658012.000000 Penalty: 5990.854492
	Iteration 16Q: 3 clusters Score -2.265801e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -22658962.000000 Penalty: 5990.854492
	Iteration 17Q: 3 clusters Score -2.265896e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -22659944.000000 Penalty: 5990.854492
	Iteration 18Q: 3 clusters Score -2.265994e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144654 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -22660980.000000 Penalty: 5990.854492
	Iteration 19Q: 3 clusters Score -2.266098e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -22662186.000000 Penalty: 5990.854492
	Iteration 20F: 3 clusters Score -2.266219e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -22663484.000000 Penalty: 5990.854492
	Iteration 21Q: 3 clusters Score -2.266348e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -22664922.000000 Penalty: 5990.854492
	Iteration 22Q: 3 clusters Score -2.266492e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -22666440.000000 Penalty: 5990.854492
	Iteration 23Q: 3 clusters Score -2.266644e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -22668010.000000 Penalty: 5990.854492
	Iteration 24Q: 3 clusters Score -2.266801e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -22669374.000000 Penalty: 5990.854492
	Iteration 25Q: 3 clusters Score -2.266937e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -22670472.000000 Penalty: 5990.854492
	Iteration 26Q: 3 clusters Score -2.267047e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -22671078.000000 Penalty: 5990.854492
	Iteration 27Q: 3 clusters Score -2.267108e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -22671654.000000 Penalty: 5990.854492
	Iteration 28Q: 3 clusters Score -2.267165e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -22671974.000000 Penalty: 5990.854492
	Iteration 29Q: 3 clusters Score -2.267197e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -22672278.000000 Penalty: 5990.854492
	Iteration 30Q: 3 clusters Score -2.267228e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172258 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22672374.000000 Penalty: 5990.854492
	Iteration 31Q: 3 clusters Score -2.267237e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172817 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22672522.000000 Penalty: 5990.854492
	Iteration 32Q: 3 clusters Score -2.267252e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22672696.000000 Penalty: 5990.854492
	Iteration 33Q: 3 clusters Score -2.26727e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173479 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -22672780.000000 Penalty: 5990.854492
	Iteration 34Q: 3 clusters Score -2.267278e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -22672856.000000 Penalty: 5990.854492
	Iteration 35Q: 3 clusters Score -2.267286e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -22672924.000000 Penalty: 5990.854492
	Iteration 36Q: 3 clusters Score -2.267292e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173965 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22672950.000000 Penalty: 5990.854492
	Iteration 37Q: 3 clusters Score -2.267295e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174073 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22673024.000000 Penalty: 5990.854492
	Iteration 38Q: 3 clusters Score -2.267302e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -22673060.000000 Penalty: 5990.854492
	Iteration 39Q: 3 clusters Score -2.267306e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22673048.000000 Penalty: 5990.854492
	Iteration 40F: 3 clusters Score -2.267305e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174287 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22673064.000000 Penalty: 5990.854492
	Iteration 41Q: 3 clusters Score -2.267306e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -22673058.000000 Penalty: 5990.854492
	Iteration 42Q: 3 clusters Score -2.267306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174383 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22673048.000000 Penalty: 5990.854492
	Iteration 43Q: 3 clusters Score -2.267305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22673080.000000 Penalty: 5990.854492
	Iteration 44Q: 3 clusters Score -2.267308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22673072.000000 Penalty: 5990.854492
	Iteration 45Q: 3 clusters Score -2.267307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22673072.000000 Penalty: 5990.854492
	Iteration 46Q: 3 clusters Score -2.267307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22673072.000000 Penalty: 5990.854492
	Iteration 47Q: 3 clusters Score -2.267307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174499 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22673062.000000 Penalty: 5990.854492
	Iteration 48Q: 3 clusters Score -2.267306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22673062.000000 Penalty: 5990.854492
	Iteration 49Q: 3 clusters Score -2.267306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22673076.000000 Penalty: 5990.854492
	Iteration 50Q: 3 clusters Score -2.267308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174522 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22673084.000000 Penalty: 5990.854492
	Iteration 51Q: 3 clusters Score -2.267308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22673088.000000 Penalty: 5990.854492
	Iteration 52Q: 3 clusters Score -2.267309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22673072.000000 Penalty: 5990.854492
	Iteration 53Q: 3 clusters Score -2.267307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174536 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22673072.000000 Penalty: 5990.854492
	Iteration 54Q: 3 clusters Score -2.267307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174537 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22673068.000000 Penalty: 5990.854492
	Iteration 55Q: 3 clusters Score -2.267307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174538 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22673062.000000 Penalty: 5990.854492
	Iteration 56Q: 3 clusters Score -2.267306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22673060.000000 Penalty: 5990.854492
	Iteration 57Q: 3 clusters Score -2.267306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -22673070.000000 Penalty: 5990.854492
	Iteration 58Q: 3 clusters Score -2.267307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22673066.000000 Penalty: 5990.854492
	Iteration 59Q: 3 clusters Score -2.267307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22673068.000000 Penalty: 5990.854492
	Iteration 60F: 3 clusters Score -2.267307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22673070.000000 Penalty: 5990.854492
	Iteration 61Q: 3 clusters Score -2.267307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22673084.000000 Penalty: 5990.854492
	Iteration 62Q: 3 clusters Score -2.267308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22673060.000000 Penalty: 5990.854492
	Iteration 63Q: 3 clusters Score -2.267306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174556 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22673074.000000 Penalty: 5990.854492
	Iteration 64Q: 3 clusters Score -2.267307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174557 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22673080.000000 Penalty: 5990.854492
	Iteration 65Q: 3 clusters Score -2.267308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22673074.000000 Penalty: 5990.854492
	Iteration 66Q: 3 clusters Score -2.267307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22673078.000000 Penalty: 5990.854492
	Iteration 67Q: 3 clusters Score -2.267308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22673078.000000 Penalty: 5990.854492
	Iteration 68F: 3 clusters Score -2.267308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Entering Unmasked Estep 
Score: -21614710.000000 Penalty: 2981.782227
	Iteration 0F: 2 clusters Score -2.161471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -21505566.000000 Penalty: 5963.564453
	Iteration 0F: 3 clusters Score -2.150557e+07 nChanged 79822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -21552180.000000 Penalty: 5963.564453
	Iteration 1F: 3 clusters Score -2.155218e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -21553074.000000 Penalty: 5963.564453
	Iteration 2Q: 3 clusters Score -2.155307e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -21554260.000000 Penalty: 5963.564453
	Iteration 3Q: 3 clusters Score -2.155426e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -21555848.000000 Penalty: 5963.564453
	Iteration 4Q: 3 clusters Score -2.155585e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -21558344.000000 Penalty: 5963.564453
	Iteration 5Q: 3 clusters Score -2.155834e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -21562316.000000 Penalty: 5963.564453
	Iteration 6Q: 3 clusters Score -2.156232e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -21568250.000000 Penalty: 5963.564453
	Iteration 7F: 3 clusters Score -2.156825e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -21575688.000000 Penalty: 5963.564453
	Iteration 8F: 3 clusters Score -2.157569e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -21583922.000000 Penalty: 5963.564453
	Iteration 9F: 3 clusters Score -2.158392e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -21590738.000000 Penalty: 5963.564453
	Iteration 10F: 3 clusters Score -2.159074e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -21595642.000000 Penalty: 5963.564453
	Iteration 11F: 3 clusters Score -2.159564e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -21598080.000000 Penalty: 5963.564453
	Iteration 12Q: 3 clusters Score -2.159808e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -21599504.000000 Penalty: 5963.564453
	Iteration 13Q: 3 clusters Score -2.15995e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -21600334.000000 Penalty: 5963.564453
	Iteration 14Q: 3 clusters Score -2.160033e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -21600998.000000 Penalty: 5963.564453
	Iteration 15Q: 3 clusters Score -2.1601e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -21601582.000000 Penalty: 5963.564453
	Iteration 16Q: 3 clusters Score -2.160158e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -21602132.000000 Penalty: 5963.564453
	Iteration 17Q: 3 clusters Score -2.160213e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -21602566.000000 Penalty: 5963.564453
	Iteration 18Q: 3 clusters Score -2.160257e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -21603026.000000 Penalty: 5963.564453
	Iteration 19Q: 3 clusters Score -2.160303e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -21603498.000000 Penalty: 5963.564453
	Iteration 20F: 3 clusters Score -2.16035e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -21603800.000000 Penalty: 5963.564453
	Iteration 21Q: 3 clusters Score -2.16038e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -21604044.000000 Penalty: 5963.564453
	Iteration 22Q: 3 clusters Score -2.160404e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -21604264.000000 Penalty: 5963.564453
	Iteration 23Q: 3 clusters Score -2.160426e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -21604336.000000 Penalty: 5963.564453
	Iteration 24Q: 3 clusters Score -2.160434e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -21604380.000000 Penalty: 5963.564453
	Iteration 25Q: 3 clusters Score -2.160438e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -21604372.000000 Penalty: 5963.564453
	Iteration 26Q: 3 clusters Score -2.160437e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -21604402.000000 Penalty: 5963.564453
	Iteration 27Q: 3 clusters Score -2.16044e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -21604530.000000 Penalty: 5963.564453
	Iteration 28Q: 3 clusters Score -2.160453e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -21604534.000000 Penalty: 5963.564453
	Iteration 29Q: 3 clusters Score -2.160453e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -21604574.000000 Penalty: 5963.564453
	Iteration 30Q: 3 clusters Score -2.160457e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -21604622.000000 Penalty: 5963.564453
	Iteration 31Q: 3 clusters Score -2.160462e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -21604592.000000 Penalty: 5963.564453
	Iteration 32Q: 3 clusters Score -2.160459e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -21604598.000000 Penalty: 5963.564453
	Iteration 33Q: 3 clusters Score -2.16046e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -21604600.000000 Penalty: 5963.564453
	Iteration 34Q: 3 clusters Score -2.16046e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -21604584.000000 Penalty: 5963.564453
	Iteration 35Q: 3 clusters Score -2.160458e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -21604588.000000 Penalty: 5963.564453
	Iteration 36Q: 3 clusters Score -2.160459e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -21604610.000000 Penalty: 5963.564453
	Iteration 37Q: 3 clusters Score -2.160461e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -21604614.000000 Penalty: 5963.564453
	Iteration 38Q: 3 clusters Score -2.160461e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -21604624.000000 Penalty: 5963.564453
	Iteration 39Q: 3 clusters Score -2.160462e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -21604658.000000 Penalty: 5963.564453
	Iteration 40F: 3 clusters Score -2.160466e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -21604708.000000 Penalty: 5963.564453
	Iteration 41Q: 3 clusters Score -2.160471e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -21604756.000000 Penalty: 5963.564453
	Iteration 42Q: 3 clusters Score -2.160476e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -21604764.000000 Penalty: 5963.564453
	Iteration 43Q: 3 clusters Score -2.160476e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -21604770.000000 Penalty: 5963.564453
	Iteration 44Q: 3 clusters Score -2.160477e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -21604794.000000 Penalty: 5963.564453
	Iteration 45Q: 3 clusters Score -2.160479e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -21604852.000000 Penalty: 5963.564453
	Iteration 46Q: 3 clusters Score -2.160485e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -21604910.000000 Penalty: 5963.564453
	Iteration 47Q: 3 clusters Score -2.160491e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -21604868.000000 Penalty: 5963.564453
	Iteration 48Q: 3 clusters Score -2.160487e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -21604914.000000 Penalty: 5963.564453
	Iteration 49Q: 3 clusters Score -2.160491e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -21605010.000000 Penalty: 5963.564453
	Iteration 50Q: 3 clusters Score -2.160501e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -21605084.000000 Penalty: 5963.564453
	Iteration 51Q: 3 clusters Score -2.160508e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -21605126.000000 Penalty: 5963.564453
	Iteration 52Q: 3 clusters Score -2.160513e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -21605198.000000 Penalty: 5963.564453
	Iteration 53Q: 3 clusters Score -2.16052e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -21605156.000000 Penalty: 5963.564453
	Iteration 54Q: 3 clusters Score -2.160516e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -21605104.000000 Penalty: 5963.564453
	Iteration 55Q: 3 clusters Score -2.16051e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -21605058.000000 Penalty: 5963.564453
	Iteration 56Q: 3 clusters Score -2.160506e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -21605116.000000 Penalty: 5963.564453
	Iteration 57Q: 3 clusters Score -2.160512e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -21605178.000000 Penalty: 5963.564453
	Iteration 58Q: 3 clusters Score -2.160518e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -21605142.000000 Penalty: 5963.564453
	Iteration 59Q: 3 clusters Score -2.160514e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -21605128.000000 Penalty: 5963.564453
	Iteration 60F: 3 clusters Score -2.160513e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -21605154.000000 Penalty: 5963.564453
	Iteration 61Q: 3 clusters Score -2.160515e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -21605260.000000 Penalty: 5963.564453
	Iteration 62Q: 3 clusters Score -2.160526e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -21605294.000000 Penalty: 5963.564453
	Iteration 63Q: 3 clusters Score -2.160529e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -21605396.000000 Penalty: 5963.564453
	Iteration 64Q: 3 clusters Score -2.16054e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -21605384.000000 Penalty: 5963.564453
	Iteration 65Q: 3 clusters Score -2.160538e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -21605346.000000 Penalty: 5963.564453
	Iteration 66Q: 3 clusters Score -2.160535e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -21605396.000000 Penalty: 5963.564453
	Iteration 67Q: 3 clusters Score -2.16054e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -21605468.000000 Penalty: 5963.564453
	Iteration 68Q: 3 clusters Score -2.160547e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -21605448.000000 Penalty: 5963.564453
	Iteration 69Q: 3 clusters Score -2.160545e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -21605522.000000 Penalty: 5963.564453
	Iteration 70Q: 3 clusters Score -2.160552e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -21605494.000000 Penalty: 5963.564453
	Iteration 71Q: 3 clusters Score -2.160549e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -21605474.000000 Penalty: 5963.564453
	Iteration 72Q: 3 clusters Score -2.160547e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -21605516.000000 Penalty: 5963.564453
	Iteration 73Q: 3 clusters Score -2.160552e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -21605490.000000 Penalty: 5963.564453
	Iteration 74Q: 3 clusters Score -2.160549e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -21605534.000000 Penalty: 5963.564453
	Iteration 75Q: 3 clusters Score -2.160553e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -21605506.000000 Penalty: 5963.564453
	Iteration 76Q: 3 clusters Score -2.160551e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -21605508.000000 Penalty: 5963.564453
	Iteration 77Q: 3 clusters Score -2.160551e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -21605572.000000 Penalty: 5963.564453
	Iteration 78Q: 3 clusters Score -2.160557e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -21605616.000000 Penalty: 5963.564453
	Iteration 79Q: 3 clusters Score -2.160562e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -21605614.000000 Penalty: 5963.564453
	Iteration 80F: 3 clusters Score -2.160561e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -21605648.000000 Penalty: 5963.564453
	Iteration 81Q: 3 clusters Score -2.160565e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -21605650.000000 Penalty: 5963.564453
	Iteration 82Q: 3 clusters Score -2.160565e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -21605668.000000 Penalty: 5963.564453
	Iteration 83Q: 3 clusters Score -2.160567e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -21605656.000000 Penalty: 5963.564453
	Iteration 84Q: 3 clusters Score -2.160566e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -21605668.000000 Penalty: 5963.564453
	Iteration 85Q: 3 clusters Score -2.160567e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -21605704.000000 Penalty: 5963.564453
	Iteration 86Q: 3 clusters Score -2.16057e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -21605666.000000 Penalty: 5963.564453
	Iteration 87Q: 3 clusters Score -2.160567e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -21605676.000000 Penalty: 5963.564453
	Iteration 88Q: 3 clusters Score -2.160568e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -21605748.000000 Penalty: 5963.564453
	Iteration 89Q: 3 clusters Score -2.160575e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -21605818.000000 Penalty: 5963.564453
	Iteration 90Q: 3 clusters Score -2.160582e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -21605842.000000 Penalty: 5963.564453
	Iteration 91Q: 3 clusters Score -2.160584e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -21605834.000000 Penalty: 5963.564453
	Iteration 92Q: 3 clusters Score -2.160583e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -21605828.000000 Penalty: 5963.564453
	Iteration 93Q: 3 clusters Score -2.160583e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -21605898.000000 Penalty: 5963.564453
	Iteration 94Q: 3 clusters Score -2.16059e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -21605892.000000 Penalty: 5963.564453
	Iteration 95Q: 3 clusters Score -2.160589e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -21605958.000000 Penalty: 5963.564453
	Iteration 96Q: 3 clusters Score -2.160596e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -21605984.000000 Penalty: 5963.564453
	Iteration 97Q: 3 clusters Score -2.160598e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -21606110.000000 Penalty: 5963.564453
	Iteration 98Q: 3 clusters Score -2.160611e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -21606196.000000 Penalty: 5963.564453
	Iteration 99Q: 3 clusters Score -2.16062e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -21606310.000000 Penalty: 5963.564453
	Iteration 100F: 3 clusters Score -2.160631e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -21606384.000000 Penalty: 5963.564453
	Iteration 101Q: 3 clusters Score -2.160638e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -21606396.000000 Penalty: 5963.564453
	Iteration 102Q: 3 clusters Score -2.16064e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -21606494.000000 Penalty: 5963.564453
	Iteration 103Q: 3 clusters Score -2.160649e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -21606606.000000 Penalty: 5963.564453
	Iteration 104Q: 3 clusters Score -2.160661e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -21606744.000000 Penalty: 5963.564453
	Iteration 105Q: 3 clusters Score -2.160674e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -21606774.000000 Penalty: 5963.564453
	Iteration 106Q: 3 clusters Score -2.160677e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -21606806.000000 Penalty: 5963.564453
	Iteration 107Q: 3 clusters Score -2.160681e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -21606850.000000 Penalty: 5963.564453
	Iteration 108Q: 3 clusters Score -2.160685e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -21606926.000000 Penalty: 5963.564453
	Iteration 109Q: 3 clusters Score -2.160693e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -21607028.000000 Penalty: 5963.564453
	Iteration 110Q: 3 clusters Score -2.160703e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -21607186.000000 Penalty: 5963.564453
	Iteration 111Q: 3 clusters Score -2.160719e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -21607398.000000 Penalty: 5963.564453
	Iteration 112Q: 3 clusters Score -2.16074e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -21607592.000000 Penalty: 5963.564453
	Iteration 113Q: 3 clusters Score -2.160759e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112790 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -21607692.000000 Penalty: 5963.564453
	Iteration 114Q: 3 clusters Score -2.160769e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -21607742.000000 Penalty: 5963.564453
	Iteration 115Q: 3 clusters Score -2.160774e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -21607874.000000 Penalty: 5963.564453
	Iteration 116Q: 3 clusters Score -2.160787e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -21608040.000000 Penalty: 5963.564453
	Iteration 117Q: 3 clusters Score -2.160804e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -21608154.000000 Penalty: 5963.564453
	Iteration 118Q: 3 clusters Score -2.160815e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -21608288.000000 Penalty: 5963.564453
	Iteration 119Q: 3 clusters Score -2.160829e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -21608398.000000 Penalty: 5963.564453
	Iteration 120F: 3 clusters Score -2.16084e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -21608480.000000 Penalty: 5963.564453
	Iteration 121Q: 3 clusters Score -2.160848e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -21608648.000000 Penalty: 5963.564453
	Iteration 122Q: 3 clusters Score -2.160865e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -21608706.000000 Penalty: 5963.564453
	Iteration 123Q: 3 clusters Score -2.160871e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -21608758.000000 Penalty: 5963.564453
	Iteration 124Q: 3 clusters Score -2.160876e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -21608784.000000 Penalty: 5963.564453
	Iteration 125Q: 3 clusters Score -2.160878e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125343 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -21608836.000000 Penalty: 5963.564453
	Iteration 126Q: 3 clusters Score -2.160884e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -21608968.000000 Penalty: 5963.564453
	Iteration 127Q: 3 clusters Score -2.160897e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127162 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -21609076.000000 Penalty: 5963.564453
	Iteration 128Q: 3 clusters Score -2.160908e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -21609092.000000 Penalty: 5963.564453
	Iteration 129Q: 3 clusters Score -2.160909e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -21609176.000000 Penalty: 5963.564453
	Iteration 130Q: 3 clusters Score -2.160918e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -21609202.000000 Penalty: 5963.564453
	Iteration 131Q: 3 clusters Score -2.16092e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -21609328.000000 Penalty: 5963.564453
	Iteration 132Q: 3 clusters Score -2.160933e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -21609528.000000 Penalty: 5963.564453
	Iteration 133Q: 3 clusters Score -2.160953e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -21609590.000000 Penalty: 5963.564453
	Iteration 134Q: 3 clusters Score -2.160959e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -21609712.000000 Penalty: 5963.564453
	Iteration 135Q: 3 clusters Score -2.160971e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134204 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -21609826.000000 Penalty: 5963.564453
	Iteration 136Q: 3 clusters Score -2.160983e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -21609892.000000 Penalty: 5963.564453
	Iteration 137Q: 3 clusters Score -2.160989e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -21609954.000000 Penalty: 5963.564453
	Iteration 138Q: 3 clusters Score -2.160995e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136659 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -21610060.000000 Penalty: 5963.564453
	Iteration 139Q: 3 clusters Score -2.161006e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137389 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -21610162.000000 Penalty: 5963.564453
	Iteration 140F: 3 clusters Score -2.161016e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -21610228.000000 Penalty: 5963.564453
	Iteration 141Q: 3 clusters Score -2.161023e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138822 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -21610248.000000 Penalty: 5963.564453
	Iteration 142Q: 3 clusters Score -2.161025e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139527 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -21610330.000000 Penalty: 5963.564453
	Iteration 143Q: 3 clusters Score -2.161033e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -21610376.000000 Penalty: 5963.564453
	Iteration 144Q: 3 clusters Score -2.161038e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140963 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -21610416.000000 Penalty: 5963.564453
	Iteration 145Q: 3 clusters Score -2.161042e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -21610534.000000 Penalty: 5963.564453
	Iteration 146Q: 3 clusters Score -2.161053e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -21610674.000000 Penalty: 5963.564453
	Iteration 147Q: 3 clusters Score -2.161067e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 5963.564453
	Iteration 148Q: 3 clusters Score -2.161071e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -21610852.000000 Penalty: 5963.564453
	Iteration 149Q: 3 clusters Score -2.161085e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -21610920.000000 Penalty: 5963.564453
	Iteration 150Q: 3 clusters Score -2.161092e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -21611016.000000 Penalty: 5963.564453
	Iteration 151Q: 3 clusters Score -2.161102e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -21611070.000000 Penalty: 5963.564453
	Iteration 152Q: 3 clusters Score -2.161107e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -21611180.000000 Penalty: 5963.564453
	Iteration 153Q: 3 clusters Score -2.161118e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -21611248.000000 Penalty: 5963.564453
	Iteration 154Q: 3 clusters Score -2.161125e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147519 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -21611242.000000 Penalty: 5963.564453
	Iteration 155Q: 3 clusters Score -2.161124e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -21611330.000000 Penalty: 5963.564453
	Iteration 156Q: 3 clusters Score -2.161133e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148615 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -21611376.000000 Penalty: 5963.564453
	Iteration 157Q: 3 clusters Score -2.161138e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -21611354.000000 Penalty: 5963.564453
	Iteration 158Q: 3 clusters Score -2.161135e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -21611438.000000 Penalty: 5963.564453
	Iteration 159Q: 3 clusters Score -2.161144e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -21611446.000000 Penalty: 5963.564453
	Iteration 160F: 3 clusters Score -2.161145e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150440 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -21611502.000000 Penalty: 5963.564453
	Iteration 161Q: 3 clusters Score -2.16115e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -21611468.000000 Penalty: 5963.564453
	Iteration 162Q: 3 clusters Score -2.161147e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -21611548.000000 Penalty: 5963.564453
	Iteration 163Q: 3 clusters Score -2.161155e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -21611572.000000 Penalty: 5963.564453
	Iteration 164Q: 3 clusters Score -2.161157e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -21611530.000000 Penalty: 5963.564453
	Iteration 165Q: 3 clusters Score -2.161153e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -21611560.000000 Penalty: 5963.564453
	Iteration 166Q: 3 clusters Score -2.161156e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -21611546.000000 Penalty: 5963.564453
	Iteration 167Q: 3 clusters Score -2.161155e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -21611570.000000 Penalty: 5963.564453
	Iteration 168Q: 3 clusters Score -2.161157e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -21611618.000000 Penalty: 5963.564453
	Iteration 169Q: 3 clusters Score -2.161162e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -21611680.000000 Penalty: 5963.564453
	Iteration 170Q: 3 clusters Score -2.161168e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -21611678.000000 Penalty: 5963.564453
	Iteration 171Q: 3 clusters Score -2.161168e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -21611746.000000 Penalty: 5963.564453
	Iteration 172Q: 3 clusters Score -2.161175e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155740 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -21611774.000000 Penalty: 5963.564453
	Iteration 173Q: 3 clusters Score -2.161177e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -21611812.000000 Penalty: 5963.564453
	Iteration 174Q: 3 clusters Score -2.161181e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -21611860.000000 Penalty: 5963.564453
	Iteration 175Q: 3 clusters Score -2.161186e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -21611942.000000 Penalty: 5963.564453
	Iteration 176Q: 3 clusters Score -2.161194e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -21611992.000000 Penalty: 5963.564453
	Iteration 177Q: 3 clusters Score -2.161199e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -21612066.000000 Penalty: 5963.564453
	Iteration 178Q: 3 clusters Score -2.161207e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -21612074.000000 Penalty: 5963.564453
	Iteration 179Q: 3 clusters Score -2.161207e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -21612106.000000 Penalty: 5963.564453
	Iteration 180F: 3 clusters Score -2.161211e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -21612154.000000 Penalty: 5963.564453
	Iteration 181Q: 3 clusters Score -2.161215e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -21612200.000000 Penalty: 5963.564453
	Iteration 182Q: 3 clusters Score -2.16122e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -21612202.000000 Penalty: 5963.564453
	Iteration 183Q: 3 clusters Score -2.16122e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -21612228.000000 Penalty: 5963.564453
	Iteration 184Q: 3 clusters Score -2.161223e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -21612266.000000 Penalty: 5963.564453
	Iteration 185Q: 3 clusters Score -2.161227e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -21612258.000000 Penalty: 5963.564453
	Iteration 186Q: 3 clusters Score -2.161226e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160932 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -21612316.000000 Penalty: 5963.564453
	Iteration 187Q: 3 clusters Score -2.161232e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161168 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -21612318.000000 Penalty: 5963.564453
	Iteration 188Q: 3 clusters Score -2.161232e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -21612318.000000 Penalty: 5963.564453
	Iteration 189Q: 3 clusters Score -2.161232e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -21612324.000000 Penalty: 5963.564453
	Iteration 190Q: 3 clusters Score -2.161232e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21612308.000000 Penalty: 5963.564453
	Iteration 191Q: 3 clusters Score -2.161231e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -21612292.000000 Penalty: 5963.564453
	Iteration 192Q: 3 clusters Score -2.161229e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162291 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -21612306.000000 Penalty: 5963.564453
	Iteration 193Q: 3 clusters Score -2.161231e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -21612358.000000 Penalty: 5963.564453
	Iteration 194Q: 3 clusters Score -2.161236e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162721 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -21612368.000000 Penalty: 5963.564453
	Iteration 195Q: 3 clusters Score -2.161237e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162914 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -21612398.000000 Penalty: 5963.564453
	Iteration 196Q: 3 clusters Score -2.16124e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -21612454.000000 Penalty: 5963.564453
	Iteration 197Q: 3 clusters Score -2.161245e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21612458.000000 Penalty: 5963.564453
	Iteration 198Q: 3 clusters Score -2.161246e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -21612478.000000 Penalty: 5963.564453
	Iteration 199Q: 3 clusters Score -2.161248e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21612516.000000 Penalty: 5963.564453
	Iteration 200F: 3 clusters Score -2.161252e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21612524.000000 Penalty: 5963.564453
	Iteration 201Q: 3 clusters Score -2.161252e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -21612580.000000 Penalty: 5963.564453
	Iteration 202Q: 3 clusters Score -2.161258e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -21612566.000000 Penalty: 5963.564453
	Iteration 203Q: 3 clusters Score -2.161257e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21612572.000000 Penalty: 5963.564453
	Iteration 204Q: 3 clusters Score -2.161257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21612624.000000 Penalty: 5963.564453
	Iteration 205Q: 3 clusters Score -2.161262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21612668.000000 Penalty: 5963.564453
	Iteration 206Q: 3 clusters Score -2.161267e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21612702.000000 Penalty: 5963.564453
	Iteration 207Q: 3 clusters Score -2.16127e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21612720.000000 Penalty: 5963.564453
	Iteration 208Q: 3 clusters Score -2.161272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 209Q: 3 clusters Score -2.161271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21612720.000000 Penalty: 5963.564453
	Iteration 210Q: 3 clusters Score -2.161272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -21612700.000000 Penalty: 5963.564453
	Iteration 211Q: 3 clusters Score -2.16127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21612698.000000 Penalty: 5963.564453
	Iteration 212Q: 3 clusters Score -2.16127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21612710.000000 Penalty: 5963.564453
	Iteration 213Q: 3 clusters Score -2.161271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21612700.000000 Penalty: 5963.564453
	Iteration 214Q: 3 clusters Score -2.16127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21612724.000000 Penalty: 5963.564453
	Iteration 215Q: 3 clusters Score -2.161272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21612716.000000 Penalty: 5963.564453
	Iteration 216Q: 3 clusters Score -2.161272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 217Q: 3 clusters Score -2.161271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164563 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21612704.000000 Penalty: 5963.564453
	Iteration 218Q: 3 clusters Score -2.16127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21612704.000000 Penalty: 5963.564453
	Iteration 219Q: 3 clusters Score -2.16127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164582 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21612720.000000 Penalty: 5963.564453
	Iteration 220F: 3 clusters Score -2.161272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21612720.000000 Penalty: 5963.564453
	Iteration 221Q: 3 clusters Score -2.161272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164588 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21612712.000000 Penalty: 5963.564453
	Iteration 222Q: 3 clusters Score -2.161271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -21612720.000000 Penalty: 5963.564453
	Iteration 223Q: 3 clusters Score -2.161272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21612716.000000 Penalty: 5963.564453
	Iteration 224Q: 3 clusters Score -2.161272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164595 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 225Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21612708.000000 Penalty: 5963.564453
	Iteration 226Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21612708.000000 Penalty: 5963.564453
	Iteration 227Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21612716.000000 Penalty: 5963.564453
	Iteration 228Q: 3 clusters Score -2.161272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21612718.000000 Penalty: 5963.564453
	Iteration 229Q: 3 clusters Score -2.161272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21612710.000000 Penalty: 5963.564453
	Iteration 230Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 231Q: 3 clusters Score -2.161271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164604 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21612696.000000 Penalty: 5963.564453
	Iteration 232Q: 3 clusters Score -2.16127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164611 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21612712.000000 Penalty: 5963.564453
	Iteration 233Q: 3 clusters Score -2.161271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21612700.000000 Penalty: 5963.564453
	Iteration 234Q: 3 clusters Score -2.16127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21612700.000000 Penalty: 5963.564453
	Iteration 235Q: 3 clusters Score -2.16127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21612694.000000 Penalty: 5963.564453
	Iteration 236Q: 3 clusters Score -2.161269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164627 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -21612690.000000 Penalty: 5963.564453
	Iteration 237Q: 3 clusters Score -2.161269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21612694.000000 Penalty: 5963.564453
	Iteration 238Q: 3 clusters Score -2.161269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21612690.000000 Penalty: 5963.564453
	Iteration 239Q: 3 clusters Score -2.161269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -21612698.000000 Penalty: 5963.564453
	Iteration 240F: 3 clusters Score -2.16127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164639 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21612696.000000 Penalty: 5963.564453
	Iteration 241Q: 3 clusters Score -2.16127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21612700.000000 Penalty: 5963.564453
	Iteration 242Q: 3 clusters Score -2.16127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164647 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21612708.000000 Penalty: 5963.564453
	Iteration 243Q: 3 clusters Score -2.161271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21612712.000000 Penalty: 5963.564453
	Iteration 244Q: 3 clusters Score -2.161271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21612712.000000 Penalty: 5963.564453
	Iteration 245Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 246Q: 3 clusters Score -2.161271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164657 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 247Q: 3 clusters Score -2.161271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164657 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21612706.000000 Penalty: 5963.564453
	Iteration 248F: 3 clusters Score -2.161271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -98723.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -98723.74 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 411 members 
Entering Unmasked Estep 
Score: -96938.804688 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -96938.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97167.882812 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -97167.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97276.164062 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -97276.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97323.187500 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -97323.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97346.906250 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -97346.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97360.492188 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -97360.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97372.078125 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -97372.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97378.414062 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -97378.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97384.500000 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -97384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97390.281250 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -97390.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97391.531250 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -97391.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97391.531250 Penalty: 3331.430908
	Iteration 11F: 3 clusters Score -97391.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Entering Unmasked Estep 
Score: -23048850.000000 Penalty: 2997.436768
	Iteration 0F: 2 clusters Score -2.304885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -22934520.000000 Penalty: 5994.873535
	Iteration 0F: 3 clusters Score -2.293452e+07 nChanged 85325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -22983606.000000 Penalty: 5994.873535
	Iteration 1F: 3 clusters Score -2.298361e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -22984528.000000 Penalty: 5994.873535
	Iteration 2Q: 3 clusters Score -2.298453e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -22986104.000000 Penalty: 5994.873535
	Iteration 3Q: 3 clusters Score -2.29861e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 103637 members 
Entering Unmasked Estep 
Score: -22987986.000000 Penalty: 5994.873535
	Iteration 4Q: 3 clusters Score -2.298799e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -22991848.000000 Penalty: 5994.873535
	Iteration 5Q: 3 clusters Score -2.299185e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -22998610.000000 Penalty: 5994.873535
	Iteration 6F: 3 clusters Score -2.299861e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -23009996.000000 Penalty: 5994.873535
	Iteration 7F: 3 clusters Score -2.301e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -23025002.000000 Penalty: 5994.873535
	Iteration 8F: 3 clusters Score -2.3025e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -23038464.000000 Penalty: 5994.873535
	Iteration 9F: 3 clusters Score -2.303846e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -23044238.000000 Penalty: 5994.873535
	Iteration 10Q: 3 clusters Score -2.304424e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 176375 members 
Entering Unmasked Estep 
Score: -23045752.000000 Penalty: 5994.873535
	Iteration 11Q: 3 clusters Score -2.304575e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -23046074.000000 Penalty: 5994.873535
	Iteration 12Q: 3 clusters Score -2.304607e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 177199 members 
Entering Unmasked Estep 
Score: -23046112.000000 Penalty: 5994.873535
	Iteration 13Q: 3 clusters Score -2.304611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -23046210.000000 Penalty: 5994.873535
	Iteration 14Q: 3 clusters Score -2.304621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -23046220.000000 Penalty: 5994.873535
	Iteration 15Q: 3 clusters Score -2.304622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177260 members 
Entering Unmasked Estep 
Score: -23046240.000000 Penalty: 5994.873535
	Iteration 16Q: 3 clusters Score -2.304624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -23046244.000000 Penalty: 5994.873535
	Iteration 17Q: 3 clusters Score -2.304624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177265 members 
Entering Unmasked Estep 
Score: -23046254.000000 Penalty: 5994.873535
	Iteration 18Q: 3 clusters Score -2.304625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177267 members 
Entering Unmasked Estep 
Score: -23046266.000000 Penalty: 5994.873535
	Iteration 19Q: 3 clusters Score -2.304627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177267 members 
Entering Unmasked Estep 
Score: -23046266.000000 Penalty: 5994.873535
	Iteration 20F: 3 clusters Score -2.304627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Entering Unmasked Estep 
Score: -2482581.500000 Penalty: 2446.779053
	Iteration 0F: 2 clusters Score -2482582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2469018.500000 Penalty: 4893.558105
	Iteration 0F: 3 clusters Score -2469018 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2473428.750000 Penalty: 4893.558105
	Iteration 1F: 3 clusters Score -2473429 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2473932.750000 Penalty: 4893.558105
	Iteration 2F: 3 clusters Score -2473933 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2474526.750000 Penalty: 4893.558105
	Iteration 3F: 3 clusters Score -2474527 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2475115.000000 Penalty: 4893.558105
	Iteration 4Q: 3 clusters Score -2475115 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2475663.500000 Penalty: 4893.558105
	Iteration 5Q: 3 clusters Score -2475664 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2476171.000000 Penalty: 4893.558105
	Iteration 6Q: 3 clusters Score -2476171 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2476605.500000 Penalty: 4893.558105
	Iteration 7Q: 3 clusters Score -2476606 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2477059.500000 Penalty: 4893.558105
	Iteration 8Q: 3 clusters Score -2477060 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2477477.000000 Penalty: 4893.558105
	Iteration 9Q: 3 clusters Score -2477477 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2477880.000000 Penalty: 4893.558105
	Iteration 10Q: 3 clusters Score -2477880 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2478201.750000 Penalty: 4893.558105
	Iteration 11Q: 3 clusters Score -2478202 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2478474.000000 Penalty: 4893.558105
	Iteration 12Q: 3 clusters Score -2478474 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2478688.250000 Penalty: 4893.558105
	Iteration 13Q: 3 clusters Score -2478688 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2478885.250000 Penalty: 4893.558105
	Iteration 14Q: 3 clusters Score -2478885 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2479049.500000 Penalty: 4893.558105
	Iteration 15Q: 3 clusters Score -2479050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2479156.500000 Penalty: 4893.558105
	Iteration 16Q: 3 clusters Score -2479156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2479284.750000 Penalty: 4893.558105
	Iteration 17Q: 3 clusters Score -2479285 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2479416.000000 Penalty: 4893.558105
	Iteration 18Q: 3 clusters Score -2479416 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2479548.500000 Penalty: 4893.558105
	Iteration 19Q: 3 clusters Score -2479548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2479688.500000 Penalty: 4893.558105
	Iteration 20F: 3 clusters Score -2479688 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2479818.750000 Penalty: 4893.558105
	Iteration 21Q: 3 clusters Score -2479819 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2479950.250000 Penalty: 4893.558105
	Iteration 22Q: 3 clusters Score -2479950 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2480066.250000 Penalty: 4893.558105
	Iteration 23Q: 3 clusters Score -2480066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2480165.250000 Penalty: 4893.558105
	Iteration 24Q: 3 clusters Score -2480165 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2480239.000000 Penalty: 4893.558105
	Iteration 25Q: 3 clusters Score -2480239 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2480299.500000 Penalty: 4893.558105
	Iteration 26Q: 3 clusters Score -2480300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2480351.000000 Penalty: 4893.558105
	Iteration 27Q: 3 clusters Score -2480351 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2480417.750000 Penalty: 4893.558105
	Iteration 28Q: 3 clusters Score -2480418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2480465.250000 Penalty: 4893.558105
	Iteration 29Q: 3 clusters Score -2480465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2480515.500000 Penalty: 4893.558105
	Iteration 30Q: 3 clusters Score -2480516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2480567.500000 Penalty: 4893.558105
	Iteration 31Q: 3 clusters Score -2480568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2480598.500000 Penalty: 4893.558105
	Iteration 32Q: 3 clusters Score -2480598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2480640.000000 Penalty: 4893.558105
	Iteration 33Q: 3 clusters Score -2480640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2480671.000000 Penalty: 4893.558105
	Iteration 34Q: 3 clusters Score -2480671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2480716.250000 Penalty: 4893.558105
	Iteration 35Q: 3 clusters Score -2480716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2480754.250000 Penalty: 4893.558105
	Iteration 36Q: 3 clusters Score -2480754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2480801.750000 Penalty: 4893.558105
	Iteration 37Q: 3 clusters Score -2480802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2480846.500000 Penalty: 4893.558105
	Iteration 38Q: 3 clusters Score -2480846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2480888.000000 Penalty: 4893.558105
	Iteration 39Q: 3 clusters Score -2480888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2480919.000000 Penalty: 4893.558105
	Iteration 40F: 3 clusters Score -2480919 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2480961.250000 Penalty: 4893.558105
	Iteration 41Q: 3 clusters Score -2480961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2480982.250000 Penalty: 4893.558105
	Iteration 42Q: 3 clusters Score -2480982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2481005.500000 Penalty: 4893.558105
	Iteration 43Q: 3 clusters Score -2481006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2481019.500000 Penalty: 4893.558105
	Iteration 44Q: 3 clusters Score -2481020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2481045.750000 Penalty: 4893.558105
	Iteration 45Q: 3 clusters Score -2481046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2481064.250000 Penalty: 4893.558105
	Iteration 46Q: 3 clusters Score -2481064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2481094.750000 Penalty: 4893.558105
	Iteration 47Q: 3 clusters Score -2481095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2481125.000000 Penalty: 4893.558105
	Iteration 48Q: 3 clusters Score -2481125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2481137.250000 Penalty: 4893.558105
	Iteration 49Q: 3 clusters Score -2481137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2481158.750000 Penalty: 4893.558105
	Iteration 50Q: 3 clusters Score -2481159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2481172.500000 Penalty: 4893.558105
	Iteration 51Q: 3 clusters Score -2481172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2481182.750000 Penalty: 4893.558105
	Iteration 52Q: 3 clusters Score -2481183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2481189.750000 Penalty: 4893.558105
	Iteration 53Q: 3 clusters Score -2481190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2481199.000000 Penalty: 4893.558105
	Iteration 54Q: 3 clusters Score -2481199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2481204.000000 Penalty: 4893.558105
	Iteration 55Q: 3 clusters Score -2481204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2481205.250000 Penalty: 4893.558105
	Iteration 56Q: 3 clusters Score -2481205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2481206.000000 Penalty: 4893.558105
	Iteration 57Q: 3 clusters Score -2481206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2481209.500000 Penalty: 4893.558105
	Iteration 58Q: 3 clusters Score -2481210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2481214.000000 Penalty: 4893.558105
	Iteration 59Q: 3 clusters Score -2481214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2481214.500000 Penalty: 4893.558105
	Iteration 60F: 3 clusters Score -2481214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2481215.500000 Penalty: 4893.558105
	Iteration 61Q: 3 clusters Score -2481216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2481221.000000 Penalty: 4893.558105
	Iteration 62Q: 3 clusters Score -2481221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2481226.500000 Penalty: 4893.558105
	Iteration 63Q: 3 clusters Score -2481226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2481233.000000 Penalty: 4893.558105
	Iteration 64Q: 3 clusters Score -2481233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2481242.250000 Penalty: 4893.558105
	Iteration 65Q: 3 clusters Score -2481242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2481241.250000 Penalty: 4893.558105
	Iteration 66Q: 3 clusters Score -2481241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2481245.250000 Penalty: 4893.558105
	Iteration 67Q: 3 clusters Score -2481245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2481260.750000 Penalty: 4893.558105
	Iteration 68Q: 3 clusters Score -2481261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2481263.500000 Penalty: 4893.558105
	Iteration 69Q: 3 clusters Score -2481264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2481265.750000 Penalty: 4893.558105
	Iteration 70Q: 3 clusters Score -2481266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2481272.250000 Penalty: 4893.558105
	Iteration 71Q: 3 clusters Score -2481272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2481273.500000 Penalty: 4893.558105
	Iteration 72Q: 3 clusters Score -2481274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2481278.500000 Penalty: 4893.558105
	Iteration 73Q: 3 clusters Score -2481278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2481281.000000 Penalty: 4893.558105
	Iteration 74Q: 3 clusters Score -2481281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2481282.000000 Penalty: 4893.558105
	Iteration 75Q: 3 clusters Score -2481282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2481289.750000 Penalty: 4893.558105
	Iteration 76Q: 3 clusters Score -2481290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2481289.250000 Penalty: 4893.558105
	Iteration 77Q: 3 clusters Score -2481289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2481285.000000 Penalty: 4893.558105
	Iteration 78Q: 3 clusters Score -2481285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2481289.000000 Penalty: 4893.558105
	Iteration 79Q: 3 clusters Score -2481289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2481290.000000 Penalty: 4893.558105
	Iteration 80F: 3 clusters Score -2481290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2481295.000000 Penalty: 4893.558105
	Iteration 81Q: 3 clusters Score -2481295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2481291.250000 Penalty: 4893.558105
	Iteration 82Q: 3 clusters Score -2481291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2481292.000000 Penalty: 4893.558105
	Iteration 83Q: 3 clusters Score -2481292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2481291.250000 Penalty: 4893.558105
	Iteration 84Q: 3 clusters Score -2481291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2481291.750000 Penalty: 4893.558105
	Iteration 85Q: 3 clusters Score -2481292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2481294.500000 Penalty: 4893.558105
	Iteration 86Q: 3 clusters Score -2481294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2481295.250000 Penalty: 4893.558105
	Iteration 87Q: 3 clusters Score -2481295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2481296.000000 Penalty: 4893.558105
	Iteration 88Q: 3 clusters Score -2481296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2481293.500000 Penalty: 4893.558105
	Iteration 89Q: 3 clusters Score -2481294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2481294.250000 Penalty: 4893.558105
	Iteration 90Q: 3 clusters Score -2481294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2481295.250000 Penalty: 4893.558105
	Iteration 91Q: 3 clusters Score -2481295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2481295.500000 Penalty: 4893.558105
	Iteration 92Q: 3 clusters Score -2481296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2481301.250000 Penalty: 4893.558105
	Iteration 93Q: 3 clusters Score -2481301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2481301.250000 Penalty: 4893.558105
	Iteration 94F: 3 clusters Score -2481301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -569750.437500 Penalty: 2088.492920
	Iteration 0F: 2 clusters Score -569750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565526.375000 Penalty: 4176.985840
	Iteration 0F: 3 clusters Score -565526.4 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -566497.687500 Penalty: 4176.985840
	Iteration 1F: 3 clusters Score -566497.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -566718.812500 Penalty: 4176.985840
	Iteration 2F: 3 clusters Score -566718.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -566909.250000 Penalty: 4176.985840
	Iteration 3F: 3 clusters Score -566909.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -567093.125000 Penalty: 4176.985840
	Iteration 4Q: 3 clusters Score -567093.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -567237.500000 Penalty: 4176.985840
	Iteration 5Q: 3 clusters Score -567237.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -567390.125000 Penalty: 4176.985840
	Iteration 6Q: 3 clusters Score -567390.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -567538.187500 Penalty: 4176.985840
	Iteration 7Q: 3 clusters Score -567538.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -567681.375000 Penalty: 4176.985840
	Iteration 8Q: 3 clusters Score -567681.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -567820.125000 Penalty: 4176.985840
	Iteration 9Q: 3 clusters Score -567820.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -567965.000000 Penalty: 4176.985840
	Iteration 10Q: 3 clusters Score -567965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -568098.625000 Penalty: 4176.985840
	Iteration 11Q: 3 clusters Score -568098.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -568239.500000 Penalty: 4176.985840
	Iteration 12Q: 3 clusters Score -568239.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -568341.437500 Penalty: 4176.985840
	Iteration 13Q: 3 clusters Score -568341.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -568439.687500 Penalty: 4176.985840
	Iteration 14Q: 3 clusters Score -568439.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -568519.500000 Penalty: 4176.985840
	Iteration 15Q: 3 clusters Score -568519.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -568581.750000 Penalty: 4176.985840
	Iteration 16Q: 3 clusters Score -568581.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -568625.875000 Penalty: 4176.985840
	Iteration 17Q: 3 clusters Score -568625.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -568655.250000 Penalty: 4176.985840
	Iteration 18Q: 3 clusters Score -568655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -568676.312500 Penalty: 4176.985840
	Iteration 19Q: 3 clusters Score -568676.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -568688.062500 Penalty: 4176.985840
	Iteration 20F: 3 clusters Score -568688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -568697.750000 Penalty: 4176.985840
	Iteration 21Q: 3 clusters Score -568697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -568705.875000 Penalty: 4176.985840
	Iteration 22Q: 3 clusters Score -568705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -568711.437500 Penalty: 4176.985840
	Iteration 23Q: 3 clusters Score -568711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -568715.062500 Penalty: 4176.985840
	Iteration 24Q: 3 clusters Score -568715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -568718.375000 Penalty: 4176.985840
	Iteration 25Q: 3 clusters Score -568718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -568723.812500 Penalty: 4176.985840
	Iteration 26Q: 3 clusters Score -568723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -568732.000000 Penalty: 4176.985840
	Iteration 27Q: 3 clusters Score -568732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -568736.875000 Penalty: 4176.985840
	Iteration 28Q: 3 clusters Score -568736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -568740.125000 Penalty: 4176.985840
	Iteration 29Q: 3 clusters Score -568740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -568745.812500 Penalty: 4176.985840
	Iteration 30Q: 3 clusters Score -568745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -568755.187500 Penalty: 4176.985840
	Iteration 31Q: 3 clusters Score -568755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -568760.937500 Penalty: 4176.985840
	Iteration 32Q: 3 clusters Score -568760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -568762.687500 Penalty: 4176.985840
	Iteration 33Q: 3 clusters Score -568762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -568764.437500 Penalty: 4176.985840
	Iteration 34Q: 3 clusters Score -568764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -568764.312500 Penalty: 4176.985840
	Iteration 35Q: 3 clusters Score -568764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -568765.312500 Penalty: 4176.985840
	Iteration 36Q: 3 clusters Score -568765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -568765.312500 Penalty: 4176.985840
	Iteration 37F: 3 clusters Score -568765.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69612.046875 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69612.05 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69902.250000 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69902.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70066.140625 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -70066.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70202.648438 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -70202.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70338.679688 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -70338.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70406.101562 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70406.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70453.226562 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70453.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70485.156250 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70485.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70538.898438 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70538.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70615.234375 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70615.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70674.703125 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70727.335938 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70727.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70778.023438 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -70778.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70820.796875 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -70820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70894.218750 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -70894.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70939.125000 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -70939.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70949.968750 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -70949.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70962.984375 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -70962.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71081.367188 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -71081.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71199.171875 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -71199.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71232.890625 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -71232.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71294.625000 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -71294.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71341.656250 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -71341.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71371.890625 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -71371.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71379.312500 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -71379.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71379.312500 Penalty: 3194.709473
	Iteration 25F: 3 clusters Score -71379.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 66692 members 
Mstep: Class 3 contains 392 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 141467 members 
Mstep: Class 6 contains 36696 members 
Mstep: Class 7 contains 59228 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176017 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177449 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 206957 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
Score: -166437696.000000 Penalty: 76877.992188
Splitting cluster 16 changes total score from -166439456.000000 to -166437696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (206957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206957 members 
Entering Unmasked Estep 
Score: -26545250.000000 Penalty: 3035.586182
	Iteration 0F: 2 clusters Score -2.654525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -26413572.000000 Penalty: 6071.172363
	Iteration 0F: 3 clusters Score -2.641357e+07 nChanged 99912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -26472106.000000 Penalty: 6071.172363
	Iteration 1F: 3 clusters Score -2.647211e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -26473434.000000 Penalty: 6071.172363
	Iteration 2Q: 3 clusters Score -2.647343e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -26475466.000000 Penalty: 6071.172363
	Iteration 3Q: 3 clusters Score -2.647547e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 123645 members 
Entering Unmasked Estep 
Score: -26478962.000000 Penalty: 6071.172363
	Iteration 4Q: 3 clusters Score -2.647896e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -26485772.000000 Penalty: 6071.172363
	Iteration 5F: 3 clusters Score -2.648577e+07 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -26497938.000000 Penalty: 6071.172363
	Iteration 6F: 3 clusters Score -2.649794e+07 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -26514382.000000 Penalty: 6071.172363
	Iteration 7F: 3 clusters Score -2.651438e+07 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 184246 members 
Entering Unmasked Estep 
Score: -26529624.000000 Penalty: 6071.172363
	Iteration 8F: 3 clusters Score -2.652962e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -26538750.000000 Penalty: 6071.172363
	Iteration 9F: 3 clusters Score -2.653875e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 200603 members 
Entering Unmasked Estep 
Score: -26542330.000000 Penalty: 6071.172363
	Iteration 10Q: 3 clusters Score -2.654233e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 202482 members 
Entering Unmasked Estep 
Score: -26543356.000000 Penalty: 6071.172363
	Iteration 11Q: 3 clusters Score -2.654336e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 203363 members 
Entering Unmasked Estep 
Score: -26543694.000000 Penalty: 6071.172363
	Iteration 12Q: 3 clusters Score -2.654369e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -26543768.000000 Penalty: 6071.172363
	Iteration 13Q: 3 clusters Score -2.654377e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 204294 members 
Entering Unmasked Estep 
Score: -26543832.000000 Penalty: 6071.172363
	Iteration 14Q: 3 clusters Score -2.654383e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 204542 members 
Entering Unmasked Estep 
Score: -26543806.000000 Penalty: 6071.172363
	Iteration 15Q: 3 clusters Score -2.654381e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 204730 members 
Entering Unmasked Estep 
Score: -26543754.000000 Penalty: 6071.172363
	Iteration 16Q: 3 clusters Score -2.654375e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -26543708.000000 Penalty: 6071.172363
	Iteration 17Q: 3 clusters Score -2.654371e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -26543686.000000 Penalty: 6071.172363
	Iteration 18Q: 3 clusters Score -2.654369e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -26543642.000000 Penalty: 6071.172363
	Iteration 19Q: 3 clusters Score -2.654364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 205222 members 
Entering Unmasked Estep 
Score: -26543624.000000 Penalty: 6071.172363
	Iteration 20F: 3 clusters Score -2.654362e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -26543606.000000 Penalty: 6071.172363
	Iteration 21Q: 3 clusters Score -2.654361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 205358 members 
Entering Unmasked Estep 
Score: -26543578.000000 Penalty: 6071.172363
	Iteration 22Q: 3 clusters Score -2.654358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 205397 members 
Entering Unmasked Estep 
Score: -26543590.000000 Penalty: 6071.172363
	Iteration 23Q: 3 clusters Score -2.654359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 205435 members 
Entering Unmasked Estep 
Score: -26543574.000000 Penalty: 6071.172363
	Iteration 24Q: 3 clusters Score -2.654357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 205454 members 
Entering Unmasked Estep 
Score: -26543582.000000 Penalty: 6071.172363
	Iteration 25Q: 3 clusters Score -2.654358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 205468 members 
Entering Unmasked Estep 
Score: -26543560.000000 Penalty: 6071.172363
	Iteration 26Q: 3 clusters Score -2.654356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -26543562.000000 Penalty: 6071.172363
	Iteration 27Q: 3 clusters Score -2.654356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 205502 members 
Entering Unmasked Estep 
Score: -26543578.000000 Penalty: 6071.172363
	Iteration 28Q: 3 clusters Score -2.654358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 205510 members 
Entering Unmasked Estep 
Score: -26543536.000000 Penalty: 6071.172363
	Iteration 29Q: 3 clusters Score -2.654354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -26543534.000000 Penalty: 6071.172363
	Iteration 30Q: 3 clusters Score -2.654353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 205535 members 
Entering Unmasked Estep 
Score: -26543552.000000 Penalty: 6071.172363
	Iteration 31Q: 3 clusters Score -2.654355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -26543562.000000 Penalty: 6071.172363
	Iteration 32Q: 3 clusters Score -2.654356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 205544 members 
Entering Unmasked Estep 
Score: -26543548.000000 Penalty: 6071.172363
	Iteration 33Q: 3 clusters Score -2.654355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -26543542.000000 Penalty: 6071.172363
	Iteration 34Q: 3 clusters Score -2.654354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 205556 members 
Entering Unmasked Estep 
Score: -26543534.000000 Penalty: 6071.172363
	Iteration 35Q: 3 clusters Score -2.654353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 205559 members 
Entering Unmasked Estep 
Score: -26543538.000000 Penalty: 6071.172363
	Iteration 36Q: 3 clusters Score -2.654354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -26543538.000000 Penalty: 6071.172363
	Iteration 37Q: 3 clusters Score -2.654354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 205562 members 
Entering Unmasked Estep 
Score: -26543540.000000 Penalty: 6071.172363
	Iteration 38Q: 3 clusters Score -2.654354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 205563 members 
Entering Unmasked Estep 
Score: -26543534.000000 Penalty: 6071.172363
	Iteration 39Q: 3 clusters Score -2.654353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -26543532.000000 Penalty: 6071.172363
	Iteration 40F: 3 clusters Score -2.654353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 205565 members 
Entering Unmasked Estep 
Score: -26543526.000000 Penalty: 6071.172363
	Iteration 41Q: 3 clusters Score -2.654353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 205566 members 
Entering Unmasked Estep 
Score: -26543518.000000 Penalty: 6071.172363
	Iteration 42Q: 3 clusters Score -2.654352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 205568 members 
Entering Unmasked Estep 
Score: -26543526.000000 Penalty: 6071.172363
	Iteration 43Q: 3 clusters Score -2.654353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 205570 members 
Entering Unmasked Estep 
Score: -26543524.000000 Penalty: 6071.172363
	Iteration 44Q: 3 clusters Score -2.654352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 205571 members 
Entering Unmasked Estep 
Score: -26543522.000000 Penalty: 6071.172363
	Iteration 45Q: 3 clusters Score -2.654352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 205572 members 
Entering Unmasked Estep 
Score: -26543520.000000 Penalty: 6071.172363
	Iteration 46Q: 3 clusters Score -2.654352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 205572 members 
Entering Unmasked Estep 
Score: -26543520.000000 Penalty: 6071.172363
	Iteration 47F: 3 clusters Score -2.654352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89574.257812 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89574.26 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89981.953125 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89981.95 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90221.101562 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90221.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90450.914062 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90450.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90629.648438 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -90629.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90735.015625 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90735.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90795.867188 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90795.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90856.671875 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90856.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90889.273438 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90889.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90921.398438 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90932.335938 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90932.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90935.578125 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90935.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90935.578125 Penalty: 3349.705322
	Iteration 12F: 3 clusters Score -90935.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 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 320 members 
Entering Unmasked Estep 
Score: -68827.992188 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68827.99 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69131.859375 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69131.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69285.718750 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69285.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69352.625000 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69352.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69388.804688 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69426.218750 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69426.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69472.648438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69472.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69503.906250 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69503.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69528.546875 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69528.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69556.765625 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69556.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69607.976562 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69607.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69702.609375 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69702.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69776.796875 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69875.187500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69875.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69947.085938 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69947.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69986.289062 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69986.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70032.593750 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -70032.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70055.726562 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -70055.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70082.625000 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -70082.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70097.804688 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -70097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70116.085938 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -70116.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70203.460938 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -70203.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70262.562500 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -70262.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70288.695312 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -70288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70293.242188 Penalty: 3219.398926
	Iteration 24Q: 3 clusters Score -70293.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70293.242188 Penalty: 3219.398926
	Iteration 25F: 3 clusters Score -70293.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49735.628906 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49735.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49953.402344 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50035.007812 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -50035.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50061.058594 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -50061.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50091.574219 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -50091.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50112.910156 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -50112.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50127.488281 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -50127.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50138.234375 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -50138.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50156.121094 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -50156.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50168.816406 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -50168.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50191.539062 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -50191.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50203.488281 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -50203.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50212.203125 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -50212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50214.695312 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -50214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50217.914062 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -50217.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50222.601562 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -50222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50228.765625 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -50228.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50233.710938 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -50233.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50251.175781 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -50251.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50257.828125 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -50257.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50278.828125 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -50278.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50299.523438 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -50299.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50323.839844 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -50323.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50345.964844 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -50345.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50381.601562 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -50381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50452.425781 Penalty: 3027.977295
	Iteration 25Q: 3 clusters Score -50452.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50618.609375 Penalty: 3027.977295
	Iteration 26Q: 3 clusters Score -50618.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50718.406250 Penalty: 3027.977295
	Iteration 27Q: 3 clusters Score -50718.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50725.726562 Penalty: 3027.977295
	Iteration 28Q: 3 clusters Score -50725.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50736.003906 Penalty: 3027.977295
	Iteration 29Q: 3 clusters Score -50736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50772.265625 Penalty: 3027.977295
	Iteration 30Q: 3 clusters Score -50772.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50781.152344 Penalty: 3027.977295
	Iteration 31Q: 3 clusters Score -50781.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50790.378906 Penalty: 3027.977295
	Iteration 32Q: 3 clusters Score -50790.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50819.234375 Penalty: 3027.977295
	Iteration 33Q: 3 clusters Score -50819.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50863.257812 Penalty: 3027.977295
	Iteration 34Q: 3 clusters Score -50863.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50879.257812 Penalty: 3027.977295
	Iteration 35Q: 3 clusters Score -50879.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50888.644531 Penalty: 3027.977295
	Iteration 36Q: 3 clusters Score -50888.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50888.644531 Penalty: 3027.977295
	Iteration 37F: 3 clusters Score -50888.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -1047909.250000 Penalty: 2246.471924
	Iteration 0F: 2 clusters Score -1047909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1041050.062500 Penalty: 4492.943848
	Iteration 0F: 3 clusters Score -1041050 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1043022.312500 Penalty: 4492.943848
	Iteration 1F: 3 clusters Score -1043022 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1043429.312500 Penalty: 4492.943848
	Iteration 2F: 3 clusters Score -1043429 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1043851.000000 Penalty: 4492.943848
	Iteration 3F: 3 clusters Score -1043851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1044276.312500 Penalty: 4492.943848
	Iteration 4F: 3 clusters Score -1044276 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1044633.750000 Penalty: 4492.943848
	Iteration 5F: 3 clusters Score -1044634 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1044999.437500 Penalty: 4492.943848
	Iteration 6F: 3 clusters Score -1044999 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1045360.187500 Penalty: 4492.943848
	Iteration 7F: 3 clusters Score -1045360 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1045688.000000 Penalty: 4492.943848
	Iteration 8F: 3 clusters Score -1045688 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1045949.687500 Penalty: 4492.943848
	Iteration 9Q: 3 clusters Score -1045950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1046182.500000 Penalty: 4492.943848
	Iteration 10Q: 3 clusters Score -1046182 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1046335.187500 Penalty: 4492.943848
	Iteration 11Q: 3 clusters Score -1046335 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1046436.937500 Penalty: 4492.943848
	Iteration 12Q: 3 clusters Score -1046437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1046513.312500 Penalty: 4492.943848
	Iteration 13Q: 3 clusters Score -1046513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1046572.062500 Penalty: 4492.943848
	Iteration 14Q: 3 clusters Score -1046572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1046616.187500 Penalty: 4492.943848
	Iteration 15Q: 3 clusters Score -1046616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1046647.937500 Penalty: 4492.943848
	Iteration 16Q: 3 clusters Score -1046648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1046680.125000 Penalty: 4492.943848
	Iteration 17Q: 3 clusters Score -1046680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1046702.687500 Penalty: 4492.943848
	Iteration 18Q: 3 clusters Score -1046703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1046726.687500 Penalty: 4492.943848
	Iteration 19Q: 3 clusters Score -1046727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1046741.500000 Penalty: 4492.943848
	Iteration 20F: 3 clusters Score -1046742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1046757.750000 Penalty: 4492.943848
	Iteration 21Q: 3 clusters Score -1046758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1046769.312500 Penalty: 4492.943848
	Iteration 22Q: 3 clusters Score -1046769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1046775.625000 Penalty: 4492.943848
	Iteration 23Q: 3 clusters Score -1046776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1046789.125000 Penalty: 4492.943848
	Iteration 24Q: 3 clusters Score -1046789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1046802.312500 Penalty: 4492.943848
	Iteration 25Q: 3 clusters Score -1046802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1046814.687500 Penalty: 4492.943848
	Iteration 26Q: 3 clusters Score -1046815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1046817.000000 Penalty: 4492.943848
	Iteration 27Q: 3 clusters Score -1046817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1046821.437500 Penalty: 4492.943848
	Iteration 28Q: 3 clusters Score -1046821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1046827.437500 Penalty: 4492.943848
	Iteration 29Q: 3 clusters Score -1046827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1046830.250000 Penalty: 4492.943848
	Iteration 30Q: 3 clusters Score -1046830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1046833.375000 Penalty: 4492.943848
	Iteration 31Q: 3 clusters Score -1046833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1046837.312500 Penalty: 4492.943848
	Iteration 32Q: 3 clusters Score -1046837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1046839.437500 Penalty: 4492.943848
	Iteration 33Q: 3 clusters Score -1046839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1046843.875000 Penalty: 4492.943848
	Iteration 34Q: 3 clusters Score -1046844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1046844.125000 Penalty: 4492.943848
	Iteration 35Q: 3 clusters Score -1046844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1046846.875000 Penalty: 4492.943848
	Iteration 36Q: 3 clusters Score -1046847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1046850.562500 Penalty: 4492.943848
	Iteration 37Q: 3 clusters Score -1046851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1046852.875000 Penalty: 4492.943848
	Iteration 38Q: 3 clusters Score -1046853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1046855.000000 Penalty: 4492.943848
	Iteration 39Q: 3 clusters Score -1046855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1046856.000000 Penalty: 4492.943848
	Iteration 40F: 3 clusters Score -1046856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1046856.312500 Penalty: 4492.943848
	Iteration 41Q: 3 clusters Score -1046856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1046856.000000 Penalty: 4492.943848
	Iteration 42Q: 3 clusters Score -1046856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1046855.250000 Penalty: 4492.943848
	Iteration 43Q: 3 clusters Score -1046855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1046856.500000 Penalty: 4492.943848
	Iteration 44Q: 3 clusters Score -1046856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1046855.437500 Penalty: 4492.943848
	Iteration 45Q: 3 clusters Score -1046855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1046855.937500 Penalty: 4492.943848
	Iteration 46Q: 3 clusters Score -1046856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1046855.937500 Penalty: 4492.943848
	Iteration 47F: 3 clusters Score -1046856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35725.453125 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35725.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36260.542969 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -36260.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36438.648438 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36438.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36515.742188 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -36515.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36568.976562 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36568.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36607.902344 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36622.644531 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36622.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36628.675781 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36628.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36644.339844 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36644.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36655.378906 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36655.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36678.425781 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -36678.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36686.128906 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -36686.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36687.773438 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -36687.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36690.281250 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -36690.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36690.281250 Penalty: 2956.658691
	Iteration 14F: 3 clusters Score -36690.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200736 members 
Mstep: Class 2 contains 66692 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 141467 members 
Mstep: Class 6 contains 36696 members 
Mstep: Class 7 contains 59228 members 
Mstep: Class 8 contains 33045 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176017 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177449 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206957 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 399Q: 22 clusters Score -1.664394e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 66692 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 141466 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 59233 members 
Mstep: Class 8 contains 33051 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176022 members 
Mstep: Class 11 contains 166596 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177444 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206947 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 400F: 22 clusters Score -1.664394e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 66690 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 141474 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 59235 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176028 members 
Mstep: Class 11 contains 166596 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177441 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206939 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 401Q: 22 clusters Score -1.664394e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 66689 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 141484 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 59237 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176028 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177440 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206933 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 402Q: 22 clusters Score -1.664395e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200719 members 
Mstep: Class 2 contains 66689 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 141498 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 59241 members 
Mstep: Class 8 contains 33055 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176025 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177436 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206926 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439392.000000 Penalty: 73383.539062
Iteration 403Q: 22 clusters Score -1.664394e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200709 members 
Mstep: Class 2 contains 66691 members 
Mstep: Class 4 contains 14244 members 
Mstep: Class 5 contains 141498 members 
Mstep: Class 6 contains 36698 members 
Mstep: Class 7 contains 59245 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176027 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177438 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206922 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 404Q: 22 clusters Score -1.664395e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200697 members 
Mstep: Class 2 contains 66696 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 141505 members 
Mstep: Class 6 contains 36700 members 
Mstep: Class 7 contains 59242 members 
Mstep: Class 8 contains 33062 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176031 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177440 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206914 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439552.000000 Penalty: 73383.539062
Iteration 405Q: 22 clusters Score -1.664396e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200691 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14244 members 
Mstep: Class 5 contains 141507 members 
Mstep: Class 6 contains 36703 members 
Mstep: Class 7 contains 59246 members 
Mstep: Class 8 contains 33064 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176029 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177443 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206903 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8588 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439552.000000 Penalty: 73383.539062
Iteration 406Q: 22 clusters Score -1.664396e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 66702 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 141508 members 
Mstep: Class 6 contains 36704 members 
Mstep: Class 7 contains 59250 members 
Mstep: Class 8 contains 33066 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176033 members 
Mstep: Class 11 contains 166592 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177446 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206903 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439568.000000 Penalty: 73383.539062
Iteration 407Q: 22 clusters Score -1.664396e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200665 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 59251 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176041 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177453 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206889 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439568.000000 Penalty: 73383.539062
Iteration 408Q: 22 clusters Score -1.664396e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200662 members 
Mstep: Class 2 contains 66702 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 141514 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 59252 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177457 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206883 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439568.000000 Penalty: 73383.539062
Iteration 409Q: 22 clusters Score -1.664396e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 66703 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 141521 members 
Mstep: Class 6 contains 36705 members 
Mstep: Class 7 contains 59252 members 
Mstep: Class 8 contains 33065 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177458 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206875 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439584.000000 Penalty: 73383.539062
Iteration 410Q: 22 clusters Score -1.664396e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 66703 members 
Mstep: Class 4 contains 14251 members 
Mstep: Class 5 contains 141521 members 
Mstep: Class 6 contains 36706 members 
Mstep: Class 7 contains 59252 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176043 members 
Mstep: Class 11 contains 166594 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177460 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206868 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439568.000000 Penalty: 73383.539062
Iteration 411Q: 22 clusters Score -1.664396e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 66701 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141517 members 
Mstep: Class 6 contains 36707 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177460 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206866 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439536.000000 Penalty: 73383.539062
Iteration 412Q: 22 clusters Score -1.664395e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 66699 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141515 members 
Mstep: Class 6 contains 36707 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177461 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206870 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 413Q: 22 clusters Score -1.664395e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200662 members 
Mstep: Class 2 contains 66699 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36708 members 
Mstep: Class 7 contains 59254 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176051 members 
Mstep: Class 11 contains 166595 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177460 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206864 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439424.000000 Penalty: 73383.539062
Iteration 414Q: 22 clusters Score -1.664394e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141509 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176052 members 
Mstep: Class 11 contains 166593 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177468 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206858 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439488.000000 Penalty: 73383.539062
Iteration 415Q: 22 clusters Score -1.664395e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200655 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176051 members 
Mstep: Class 11 contains 166591 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177475 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206854 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439488.000000 Penalty: 73383.539062
Iteration 416Q: 22 clusters Score -1.664395e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200649 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176048 members 
Mstep: Class 11 contains 166589 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177483 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206857 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 417Q: 22 clusters Score -1.664395e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200651 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59253 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177486 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206857 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439408.000000 Penalty: 73383.539062
Iteration 418Q: 22 clusters Score -1.664394e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 66701 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59255 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176046 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177488 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206856 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 419Q: 22 clusters Score -1.664394e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200642 members 
Mstep: Class 2 contains 66701 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59256 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176048 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177495 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206855 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 420F: 22 clusters Score -1.664395e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 66701 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59259 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177497 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206850 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439552.000000 Penalty: 73383.539062
Iteration 421Q: 22 clusters Score -1.664396e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200637 members 
Mstep: Class 2 contains 66701 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59259 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176051 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177497 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206849 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439616.000000 Penalty: 73383.539062
Iteration 422Q: 22 clusters Score -1.664396e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200633 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59260 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176051 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177499 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206848 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439600.000000 Penalty: 73383.539062
Iteration 423Q: 22 clusters Score -1.664396e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200630 members 
Mstep: Class 2 contains 66700 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59260 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176053 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177503 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206845 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439664.000000 Penalty: 73383.539062
Iteration 424Q: 22 clusters Score -1.664397e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200633 members 
Mstep: Class 2 contains 66702 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176055 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177509 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206835 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439616.000000 Penalty: 73383.539062
Iteration 425Q: 22 clusters Score -1.664396e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200639 members 
Mstep: Class 2 contains 66703 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176053 members 
Mstep: Class 11 contains 166582 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177512 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206829 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439552.000000 Penalty: 73383.539062
Iteration 426Q: 22 clusters Score -1.664396e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200641 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141509 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176053 members 
Mstep: Class 11 contains 166582 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177516 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206822 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439536.000000 Penalty: 73383.539062
Iteration 427Q: 22 clusters Score -1.664395e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200646 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141508 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177517 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206815 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 428Q: 22 clusters Score -1.664395e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200656 members 
Mstep: Class 2 contains 66710 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141505 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59260 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176050 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177517 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206808 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 429Q: 22 clusters Score -1.664395e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200659 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141504 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59259 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176049 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177518 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206805 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 430Q: 22 clusters Score -1.664395e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141506 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176048 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177519 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206800 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 431Q: 22 clusters Score -1.664395e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200664 members 
Mstep: Class 2 contains 66714 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141507 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176045 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177521 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206796 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 432Q: 22 clusters Score -1.664395e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200660 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141506 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59257 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176045 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177523 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206800 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439376.000000 Penalty: 73383.539062
Iteration 433Q: 22 clusters Score -1.664394e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141505 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59257 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176041 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177526 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206801 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 434Q: 22 clusters Score -1.664394e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200659 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59257 members 
Mstep: Class 8 contains 33077 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176038 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177525 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206800 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439424.000000 Penalty: 73383.539062
Iteration 435Q: 22 clusters Score -1.664394e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59257 members 
Mstep: Class 8 contains 33077 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176037 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177527 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206797 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 436Q: 22 clusters Score -1.664395e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200659 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141510 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59257 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176032 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177532 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206801 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 437Q: 22 clusters Score -1.664395e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200655 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176030 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177535 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206802 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 438Q: 22 clusters Score -1.664395e+08 nChanged 35
Entering ConstructFrom: 
Score: -166439472.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (200648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Entering Unmasked Estep 
Score: -25741772.000000 Penalty: 3027.908203
	Iteration 0F: 2 clusters Score -2.574177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -25611790.000000 Penalty: 6055.816406
	Iteration 0F: 3 clusters Score -2.561179e+07 nChanged 96802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -25668052.000000 Penalty: 6055.816406
	Iteration 1F: 3 clusters Score -2.566805e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -25669428.000000 Penalty: 6055.816406
	Iteration 2Q: 3 clusters Score -2.566943e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -25671418.000000 Penalty: 6055.816406
	Iteration 3Q: 3 clusters Score -2.567142e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 112649 members 
Entering Unmasked Estep 
Score: -25674872.000000 Penalty: 6055.816406
	Iteration 4Q: 3 clusters Score -2.567487e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -25681024.000000 Penalty: 6055.816406
	Iteration 5F: 3 clusters Score -2.568102e+07 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 129176 members 
Entering Unmasked Estep 
Score: -25691304.000000 Penalty: 6055.816406
	Iteration 6F: 3 clusters Score -2.56913e+07 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -25705402.000000 Penalty: 6055.816406
	Iteration 7F: 3 clusters Score -2.57054e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 151971 members 
Entering Unmasked Estep 
Score: -25719506.000000 Penalty: 6055.816406
	Iteration 8F: 3 clusters Score -2.571951e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -25729758.000000 Penalty: 6055.816406
	Iteration 9F: 3 clusters Score -2.572976e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 164462 members 
Entering Unmasked Estep 
Score: -25734680.000000 Penalty: 6055.816406
	Iteration 10Q: 3 clusters Score -2.573468e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -25737156.000000 Penalty: 6055.816406
	Iteration 11Q: 3 clusters Score -2.573716e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -25738368.000000 Penalty: 6055.816406
	Iteration 12Q: 3 clusters Score -2.573837e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -25739374.000000 Penalty: 6055.816406
	Iteration 13Q: 3 clusters Score -2.573937e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -25740384.000000 Penalty: 6055.816406
	Iteration 14Q: 3 clusters Score -2.574038e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 181914 members 
Entering Unmasked Estep 
Score: -25740998.000000 Penalty: 6055.816406
	Iteration 15Q: 3 clusters Score -2.5741e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 184633 members 
Entering Unmasked Estep 
Score: -25741490.000000 Penalty: 6055.816406
	Iteration 16Q: 3 clusters Score -2.574149e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -25741768.000000 Penalty: 6055.816406
	Iteration 17Q: 3 clusters Score -2.574177e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -25741796.000000 Penalty: 6055.816406
	Iteration 18Q: 3 clusters Score -2.57418e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 190847 members 
Entering Unmasked Estep 
Score: -25741866.000000 Penalty: 6055.816406
	Iteration 19Q: 3 clusters Score -2.574187e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 192325 members 
Entering Unmasked Estep 
Score: -25741846.000000 Penalty: 6055.816406
	Iteration 20F: 3 clusters Score -2.574185e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 193559 members 
Entering Unmasked Estep 
Score: -25741648.000000 Penalty: 6055.816406
	Iteration 21Q: 3 clusters Score -2.574165e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -25741586.000000 Penalty: 6055.816406
	Iteration 22Q: 3 clusters Score -2.574159e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -25741402.000000 Penalty: 6055.816406
	Iteration 23Q: 3 clusters Score -2.57414e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 196002 members 
Entering Unmasked Estep 
Score: -25741326.000000 Penalty: 6055.816406
	Iteration 24Q: 3 clusters Score -2.574133e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 196546 members 
Entering Unmasked Estep 
Score: -25741178.000000 Penalty: 6055.816406
	Iteration 25Q: 3 clusters Score -2.574118e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 196943 members 
Entering Unmasked Estep 
Score: -25741102.000000 Penalty: 6055.816406
	Iteration 26Q: 3 clusters Score -2.57411e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 197280 members 
Entering Unmasked Estep 
Score: -25741062.000000 Penalty: 6055.816406
	Iteration 27Q: 3 clusters Score -2.574106e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 197553 members 
Entering Unmasked Estep 
Score: -25740942.000000 Penalty: 6055.816406
	Iteration 28Q: 3 clusters Score -2.574094e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 197780 members 
Entering Unmasked Estep 
Score: -25740948.000000 Penalty: 6055.816406
	Iteration 29Q: 3 clusters Score -2.574095e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 197953 members 
Entering Unmasked Estep 
Score: -25740894.000000 Penalty: 6055.816406
	Iteration 30Q: 3 clusters Score -2.574089e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 198100 members 
Entering Unmasked Estep 
Score: -25740852.000000 Penalty: 6055.816406
	Iteration 31Q: 3 clusters Score -2.574085e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 198233 members 
Entering Unmasked Estep 
Score: -25740844.000000 Penalty: 6055.816406
	Iteration 32Q: 3 clusters Score -2.574084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 198333 members 
Entering Unmasked Estep 
Score: -25740786.000000 Penalty: 6055.816406
	Iteration 33Q: 3 clusters Score -2.574079e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -25740770.000000 Penalty: 6055.816406
	Iteration 34Q: 3 clusters Score -2.574077e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -25740740.000000 Penalty: 6055.816406
	Iteration 35Q: 3 clusters Score -2.574074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -25740704.000000 Penalty: 6055.816406
	Iteration 36Q: 3 clusters Score -2.57407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 198600 members 
Entering Unmasked Estep 
Score: -25740706.000000 Penalty: 6055.816406
	Iteration 37Q: 3 clusters Score -2.574071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 198646 members 
Entering Unmasked Estep 
Score: -25740708.000000 Penalty: 6055.816406
	Iteration 38Q: 3 clusters Score -2.574071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 198688 members 
Entering Unmasked Estep 
Score: -25740674.000000 Penalty: 6055.816406
	Iteration 39Q: 3 clusters Score -2.574067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 198729 members 
Entering Unmasked Estep 
Score: -25740640.000000 Penalty: 6055.816406
	Iteration 40F: 3 clusters Score -2.574064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 198762 members 
Entering Unmasked Estep 
Score: -25740632.000000 Penalty: 6055.816406
	Iteration 41Q: 3 clusters Score -2.574063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 198781 members 
Entering Unmasked Estep 
Score: -25740650.000000 Penalty: 6055.816406
	Iteration 42Q: 3 clusters Score -2.574065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 198800 members 
Entering Unmasked Estep 
Score: -25740648.000000 Penalty: 6055.816406
	Iteration 43Q: 3 clusters Score -2.574065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 198819 members 
Entering Unmasked Estep 
Score: -25740652.000000 Penalty: 6055.816406
	Iteration 44Q: 3 clusters Score -2.574065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 198835 members 
Entering Unmasked Estep 
Score: -25740612.000000 Penalty: 6055.816406
	Iteration 45Q: 3 clusters Score -2.574061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 198848 members 
Entering Unmasked Estep 
Score: -25740586.000000 Penalty: 6055.816406
	Iteration 46Q: 3 clusters Score -2.574059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 198862 members 
Entering Unmasked Estep 
Score: -25740594.000000 Penalty: 6055.816406
	Iteration 47Q: 3 clusters Score -2.574059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 198874 members 
Entering Unmasked Estep 
Score: -25740594.000000 Penalty: 6055.816406
	Iteration 48Q: 3 clusters Score -2.574059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 198890 members 
Entering Unmasked Estep 
Score: -25740594.000000 Penalty: 6055.816406
	Iteration 49Q: 3 clusters Score -2.574059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 198902 members 
Entering Unmasked Estep 
Score: -25740584.000000 Penalty: 6055.816406
	Iteration 50Q: 3 clusters Score -2.574058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 198914 members 
Entering Unmasked Estep 
Score: -25740570.000000 Penalty: 6055.816406
	Iteration 51Q: 3 clusters Score -2.574057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 198927 members 
Entering Unmasked Estep 
Score: -25740570.000000 Penalty: 6055.816406
	Iteration 52Q: 3 clusters Score -2.574057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 198935 members 
Entering Unmasked Estep 
Score: -25740558.000000 Penalty: 6055.816406
	Iteration 53Q: 3 clusters Score -2.574056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 198945 members 
Entering Unmasked Estep 
Score: -25740562.000000 Penalty: 6055.816406
	Iteration 54Q: 3 clusters Score -2.574056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 198948 members 
Entering Unmasked Estep 
Score: -25740566.000000 Penalty: 6055.816406
	Iteration 55Q: 3 clusters Score -2.574057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 198949 members 
Entering Unmasked Estep 
Score: -25740574.000000 Penalty: 6055.816406
	Iteration 56Q: 3 clusters Score -2.574057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 198955 members 
Entering Unmasked Estep 
Score: -25740568.000000 Penalty: 6055.816406
	Iteration 57Q: 3 clusters Score -2.574057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 198964 members 
Entering Unmasked Estep 
Score: -25740542.000000 Penalty: 6055.816406
	Iteration 58Q: 3 clusters Score -2.574054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -25740530.000000 Penalty: 6055.816406
	Iteration 59Q: 3 clusters Score -2.574053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 198973 members 
Entering Unmasked Estep 
Score: -25740534.000000 Penalty: 6055.816406
	Iteration 60F: 3 clusters Score -2.574053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 198975 members 
Entering Unmasked Estep 
Score: -25740534.000000 Penalty: 6055.816406
	Iteration 61Q: 3 clusters Score -2.574053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -25740536.000000 Penalty: 6055.816406
	Iteration 62Q: 3 clusters Score -2.574054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -25740544.000000 Penalty: 6055.816406
	Iteration 63Q: 3 clusters Score -2.574054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -25740542.000000 Penalty: 6055.816406
	Iteration 64Q: 3 clusters Score -2.574054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -25740542.000000 Penalty: 6055.816406
	Iteration 65F: 3 clusters Score -2.574054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Entering Unmasked Estep 
Score: -8342295.500000 Penalty: 2754.818604
	Iteration 0F: 2 clusters Score -8342296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -8297555.500000 Penalty: 5509.637207
	Iteration 0F: 3 clusters Score -8297556 nChanged 31240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -8314713.000000 Penalty: 5509.637207
	Iteration 1F: 3 clusters Score -8314713 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8315234.000000 Penalty: 5509.637207
	Iteration 2Q: 3 clusters Score -8315234 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8315788.000000 Penalty: 5509.637207
	Iteration 3Q: 3 clusters Score -8315788 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -8316437.000000 Penalty: 5509.637207
	Iteration 4Q: 3 clusters Score -8316437 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -8317357.000000 Penalty: 5509.637207
	Iteration 5Q: 3 clusters Score -8317357 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -8318895.000000 Penalty: 5509.637207
	Iteration 6Q: 3 clusters Score -8318895 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8321521.500000 Penalty: 5509.637207
	Iteration 7F: 3 clusters Score -8321522 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -8325532.000000 Penalty: 5509.637207
	Iteration 8F: 3 clusters Score -8325532 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -8330629.000000 Penalty: 5509.637207
	Iteration 9F: 3 clusters Score -8330629 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -8335485.000000 Penalty: 5509.637207
	Iteration 10F: 3 clusters Score -8335485 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -8338346.000000 Penalty: 5509.637207
	Iteration 11Q: 3 clusters Score -8338346 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8339405.000000 Penalty: 5509.637207
	Iteration 12Q: 3 clusters Score -8339405 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -8339694.500000 Penalty: 5509.637207
	Iteration 13Q: 3 clusters Score -8339694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -8339814.000000 Penalty: 5509.637207
	Iteration 14Q: 3 clusters Score -8339814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -8339850.500000 Penalty: 5509.637207
	Iteration 15Q: 3 clusters Score -8339850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -8339867.000000 Penalty: 5509.637207
	Iteration 16Q: 3 clusters Score -8339867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -8339885.000000 Penalty: 5509.637207
	Iteration 17Q: 3 clusters Score -8339885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -8339903.000000 Penalty: 5509.637207
	Iteration 18Q: 3 clusters Score -8339903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -8339912.000000 Penalty: 5509.637207
	Iteration 19Q: 3 clusters Score -8339912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -8339916.500000 Penalty: 5509.637207
	Iteration 20F: 3 clusters Score -8339916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -8339923.500000 Penalty: 5509.637207
	Iteration 21Q: 3 clusters Score -8339924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -8339937.000000 Penalty: 5509.637207
	Iteration 22Q: 3 clusters Score -8339937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -8339945.500000 Penalty: 5509.637207
	Iteration 23Q: 3 clusters Score -8339946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -8339945.500000 Penalty: 5509.637207
	Iteration 24Q: 3 clusters Score -8339946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -8339949.000000 Penalty: 5509.637207
	Iteration 25Q: 3 clusters Score -8339949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -8339952.000000 Penalty: 5509.637207
	Iteration 26Q: 3 clusters Score -8339952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -8339962.000000 Penalty: 5509.637207
	Iteration 27Q: 3 clusters Score -8339962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -8339962.000000 Penalty: 5509.637207
	Iteration 28F: 3 clusters Score -8339962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Entering Unmasked Estep 
Score: -1758760.375000 Penalty: 2372.068604
	Iteration 0F: 2 clusters Score -1758760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1748286.000000 Penalty: 4744.137207
	Iteration 0F: 3 clusters Score -1748286 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1751726.375000 Penalty: 4744.137207
	Iteration 1F: 3 clusters Score -1751726 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1752449.250000 Penalty: 4744.137207
	Iteration 2F: 3 clusters Score -1752449 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1753254.875000 Penalty: 4744.137207
	Iteration 3F: 3 clusters Score -1753255 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1754136.000000 Penalty: 4744.137207
	Iteration 4F: 3 clusters Score -1754136 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1755063.500000 Penalty: 4744.137207
	Iteration 5F: 3 clusters Score -1755064 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1755926.500000 Penalty: 4744.137207
	Iteration 6F: 3 clusters Score -1755926 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1756647.375000 Penalty: 4744.137207
	Iteration 7F: 3 clusters Score -1756647 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1757130.125000 Penalty: 4744.137207
	Iteration 8Q: 3 clusters Score -1757130 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1757459.625000 Penalty: 4744.137207
	Iteration 9Q: 3 clusters Score -1757460 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1757648.500000 Penalty: 4744.137207
	Iteration 10Q: 3 clusters Score -1757648 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1757752.375000 Penalty: 4744.137207
	Iteration 11Q: 3 clusters Score -1757752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1757816.875000 Penalty: 4744.137207
	Iteration 12Q: 3 clusters Score -1757817 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1757865.750000 Penalty: 4744.137207
	Iteration 13Q: 3 clusters Score -1757866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1757884.625000 Penalty: 4744.137207
	Iteration 14Q: 3 clusters Score -1757885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1757904.375000 Penalty: 4744.137207
	Iteration 15Q: 3 clusters Score -1757904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1757927.250000 Penalty: 4744.137207
	Iteration 16Q: 3 clusters Score -1757927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1757934.625000 Penalty: 4744.137207
	Iteration 17Q: 3 clusters Score -1757935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1757942.125000 Penalty: 4744.137207
	Iteration 18Q: 3 clusters Score -1757942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1757939.250000 Penalty: 4744.137207
	Iteration 19Q: 3 clusters Score -1757939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1757947.875000 Penalty: 4744.137207
	Iteration 20F: 3 clusters Score -1757948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1757955.500000 Penalty: 4744.137207
	Iteration 21Q: 3 clusters Score -1757956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1757954.250000 Penalty: 4744.137207
	Iteration 22Q: 3 clusters Score -1757954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1757959.375000 Penalty: 4744.137207
	Iteration 23Q: 3 clusters Score -1757959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1757963.500000 Penalty: 4744.137207
	Iteration 24Q: 3 clusters Score -1757964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1757963.875000 Penalty: 4744.137207
	Iteration 25Q: 3 clusters Score -1757964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1757967.250000 Penalty: 4744.137207
	Iteration 26Q: 3 clusters Score -1757967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1757969.250000 Penalty: 4744.137207
	Iteration 27Q: 3 clusters Score -1757969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1757970.875000 Penalty: 4744.137207
	Iteration 28Q: 3 clusters Score -1757971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1757973.000000 Penalty: 4744.137207
	Iteration 29Q: 3 clusters Score -1757973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1757971.250000 Penalty: 4744.137207
	Iteration 30Q: 3 clusters Score -1757971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1757975.125000 Penalty: 4744.137207
	Iteration 31Q: 3 clusters Score -1757975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1757974.750000 Penalty: 4744.137207
	Iteration 32Q: 3 clusters Score -1757975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1757977.250000 Penalty: 4744.137207
	Iteration 33Q: 3 clusters Score -1757977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1757972.500000 Penalty: 4744.137207
	Iteration 34Q: 3 clusters Score -1757972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1757977.000000 Penalty: 4744.137207
	Iteration 35Q: 3 clusters Score -1757977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1757974.000000 Penalty: 4744.137207
	Iteration 36Q: 3 clusters Score -1757974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1757978.875000 Penalty: 4744.137207
	Iteration 37Q: 3 clusters Score -1757979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1757983.625000 Penalty: 4744.137207
	Iteration 38Q: 3 clusters Score -1757984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1757983.250000 Penalty: 4744.137207
	Iteration 39Q: 3 clusters Score -1757983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1757984.250000 Penalty: 4744.137207
	Iteration 40F: 3 clusters Score -1757984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1757984.500000 Penalty: 4744.137207
	Iteration 41Q: 3 clusters Score -1757984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1757982.875000 Penalty: 4744.137207
	Iteration 42Q: 3 clusters Score -1757983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1757985.750000 Penalty: 4744.137207
	Iteration 43Q: 3 clusters Score -1757986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1757986.000000 Penalty: 4744.137207
	Iteration 44Q: 3 clusters Score -1757986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1757986.000000 Penalty: 4744.137207
	Iteration 45F: 3 clusters Score -1757986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Entering Unmasked Estep 
Score: -18342316.000000 Penalty: 2941.316406
	Iteration 0F: 2 clusters Score -1.834232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -18248216.000000 Penalty: 5882.632812
	Iteration 0F: 3 clusters Score -1.824822e+07 nChanged 67314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -18286834.000000 Penalty: 5882.632812
	Iteration 1F: 3 clusters Score -1.828683e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -18288142.000000 Penalty: 5882.632812
	Iteration 2Q: 3 clusters Score -1.828814e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -18290178.000000 Penalty: 5882.632812
	Iteration 3Q: 3 clusters Score -1.829018e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -18294258.000000 Penalty: 5882.632812
	Iteration 4F: 3 clusters Score -1.829426e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -18301536.000000 Penalty: 5882.632812
	Iteration 5F: 3 clusters Score -1.830154e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -18312768.000000 Penalty: 5882.632812
	Iteration 6F: 3 clusters Score -1.831277e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -18325480.000000 Penalty: 5882.632812
	Iteration 7F: 3 clusters Score -1.832548e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -18333904.000000 Penalty: 5882.632812
	Iteration 8F: 3 clusters Score -1.83339e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 135842 members 
Entering Unmasked Estep 
Score: -18337754.000000 Penalty: 5882.632812
	Iteration 9Q: 3 clusters Score -1.833775e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -18339056.000000 Penalty: 5882.632812
	Iteration 10Q: 3 clusters Score -1.833906e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 137705 members 
Entering Unmasked Estep 
Score: -18339560.000000 Penalty: 5882.632812
	Iteration 11Q: 3 clusters Score -1.833956e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 138122 members 
Entering Unmasked Estep 
Score: -18339846.000000 Penalty: 5882.632812
	Iteration 12Q: 3 clusters Score -1.833985e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -18339990.000000 Penalty: 5882.632812
	Iteration 13Q: 3 clusters Score -1.833999e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -18340042.000000 Penalty: 5882.632812
	Iteration 14Q: 3 clusters Score -1.834004e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -18340074.000000 Penalty: 5882.632812
	Iteration 15Q: 3 clusters Score -1.834007e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -18340096.000000 Penalty: 5882.632812
	Iteration 16Q: 3 clusters Score -1.83401e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -18340102.000000 Penalty: 5882.632812
	Iteration 17Q: 3 clusters Score -1.83401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 139214 members 
Entering Unmasked Estep 
Score: -18340134.000000 Penalty: 5882.632812
	Iteration 18Q: 3 clusters Score -1.834013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -18340166.000000 Penalty: 5882.632812
	Iteration 19Q: 3 clusters Score -1.834017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -18340168.000000 Penalty: 5882.632812
	Iteration 20F: 3 clusters Score -1.834017e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 139415 members 
Entering Unmasked Estep 
Score: -18340198.000000 Penalty: 5882.632812
	Iteration 21Q: 3 clusters Score -1.83402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -18340230.000000 Penalty: 5882.632812
	Iteration 22Q: 3 clusters Score -1.834023e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -18340286.000000 Penalty: 5882.632812
	Iteration 23Q: 3 clusters Score -1.834029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 139555 members 
Entering Unmasked Estep 
Score: -18340276.000000 Penalty: 5882.632812
	Iteration 24Q: 3 clusters Score -1.834028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 139588 members 
Entering Unmasked Estep 
Score: -18340286.000000 Penalty: 5882.632812
	Iteration 25Q: 3 clusters Score -1.834029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -18340300.000000 Penalty: 5882.632812
	Iteration 26Q: 3 clusters Score -1.83403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -18340302.000000 Penalty: 5882.632812
	Iteration 27Q: 3 clusters Score -1.83403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 139698 members 
Entering Unmasked Estep 
Score: -18340306.000000 Penalty: 5882.632812
	Iteration 28Q: 3 clusters Score -1.834031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -18340322.000000 Penalty: 5882.632812
	Iteration 29Q: 3 clusters Score -1.834032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 139755 members 
Entering Unmasked Estep 
Score: -18340324.000000 Penalty: 5882.632812
	Iteration 30Q: 3 clusters Score -1.834032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -18340326.000000 Penalty: 5882.632812
	Iteration 31Q: 3 clusters Score -1.834033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -18340316.000000 Penalty: 5882.632812
	Iteration 32Q: 3 clusters Score -1.834032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
Score: -18340336.000000 Penalty: 5882.632812
	Iteration 33Q: 3 clusters Score -1.834034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -18340340.000000 Penalty: 5882.632812
	Iteration 34Q: 3 clusters Score -1.834034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 139818 members 
Entering Unmasked Estep 
Score: -18340324.000000 Penalty: 5882.632812
	Iteration 35Q: 3 clusters Score -1.834032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 139824 members 
Entering Unmasked Estep 
Score: -18340322.000000 Penalty: 5882.632812
	Iteration 36Q: 3 clusters Score -1.834032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -18340314.000000 Penalty: 5882.632812
	Iteration 37Q: 3 clusters Score -1.834031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -18340314.000000 Penalty: 5882.632812
	Iteration 38Q: 3 clusters Score -1.834031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 139842 members 
Entering Unmasked Estep 
Score: -18340322.000000 Penalty: 5882.632812
	Iteration 39Q: 3 clusters Score -1.834032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -18340326.000000 Penalty: 5882.632812
	Iteration 40F: 3 clusters Score -1.834033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
Score: -18340314.000000 Penalty: 5882.632812
	Iteration 41Q: 3 clusters Score -1.834031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -18340318.000000 Penalty: 5882.632812
	Iteration 42Q: 3 clusters Score -1.834032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 139875 members 
Entering Unmasked Estep 
Score: -18340324.000000 Penalty: 5882.632812
	Iteration 43Q: 3 clusters Score -1.834032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -18340324.000000 Penalty: 5882.632812
	Iteration 44Q: 3 clusters Score -1.834032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 139890 members 
Entering Unmasked Estep 
Score: -18340324.000000 Penalty: 5882.632812
	Iteration 45Q: 3 clusters Score -1.834032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -18340320.000000 Penalty: 5882.632812
	Iteration 46Q: 3 clusters Score -1.834032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 139896 members 
Entering Unmasked Estep 
Score: -18340320.000000 Penalty: 5882.632812
	Iteration 47Q: 3 clusters Score -1.834032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -18340298.000000 Penalty: 5882.632812
	Iteration 48Q: 3 clusters Score -1.83403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -18340298.000000 Penalty: 5882.632812
	Iteration 49F: 3 clusters Score -1.83403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Entering Unmasked Estep 
Score: -4776843.000000 Penalty: 2606.699707
	Iteration 0F: 2 clusters Score -4776843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4751825.000000 Penalty: 5213.399414
	Iteration 0F: 3 clusters Score -4751825 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4761141.500000 Penalty: 5213.399414
	Iteration 1F: 3 clusters Score -4761142 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4761714.500000 Penalty: 5213.399414
	Iteration 2Q: 3 clusters Score -4761714 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4762232.500000 Penalty: 5213.399414
	Iteration 3Q: 3 clusters Score -4762232 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4762809.000000 Penalty: 5213.399414
	Iteration 4Q: 3 clusters Score -4762809 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4763440.500000 Penalty: 5213.399414
	Iteration 5Q: 3 clusters Score -4763440 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4764256.000000 Penalty: 5213.399414
	Iteration 6Q: 3 clusters Score -4764256 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4765463.000000 Penalty: 5213.399414
	Iteration 7F: 3 clusters Score -4765463 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4767040.000000 Penalty: 5213.399414
	Iteration 8F: 3 clusters Score -4767040 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4768903.500000 Penalty: 5213.399414
	Iteration 9F: 3 clusters Score -4768904 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4770777.000000 Penalty: 5213.399414
	Iteration 10F: 3 clusters Score -4770777 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4772308.000000 Penalty: 5213.399414
	Iteration 11Q: 3 clusters Score -4772308 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4773287.000000 Penalty: 5213.399414
	Iteration 12Q: 3 clusters Score -4773287 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4773816.500000 Penalty: 5213.399414
	Iteration 13Q: 3 clusters Score -4773816 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4774116.000000 Penalty: 5213.399414
	Iteration 14Q: 3 clusters Score -4774116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4774314.000000 Penalty: 5213.399414
	Iteration 15Q: 3 clusters Score -4774314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4774418.500000 Penalty: 5213.399414
	Iteration 16Q: 3 clusters Score -4774418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4774499.500000 Penalty: 5213.399414
	Iteration 17Q: 3 clusters Score -4774500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4774544.000000 Penalty: 5213.399414
	Iteration 18Q: 3 clusters Score -4774544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4774557.000000 Penalty: 5213.399414
	Iteration 19Q: 3 clusters Score -4774557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4774566.500000 Penalty: 5213.399414
	Iteration 20F: 3 clusters Score -4774566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4774576.500000 Penalty: 5213.399414
	Iteration 21Q: 3 clusters Score -4774576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4774578.000000 Penalty: 5213.399414
	Iteration 22Q: 3 clusters Score -4774578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4774579.500000 Penalty: 5213.399414
	Iteration 23Q: 3 clusters Score -4774580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4774586.500000 Penalty: 5213.399414
	Iteration 24Q: 3 clusters Score -4774586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4774590.000000 Penalty: 5213.399414
	Iteration 25Q: 3 clusters Score -4774590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4774597.000000 Penalty: 5213.399414
	Iteration 26Q: 3 clusters Score -4774597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4774600.500000 Penalty: 5213.399414
	Iteration 27Q: 3 clusters Score -4774600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4774600.500000 Penalty: 5213.399414
	Iteration 28F: 3 clusters Score -4774600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Entering Unmasked Estep 
Score: -7726517.000000 Penalty: 2725.434814
	Iteration 0F: 2 clusters Score -7726517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7686773.500000 Penalty: 5450.869629
	Iteration 0F: 3 clusters Score -7686774 nChanged 27514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -7702048.500000 Penalty: 5450.869629
	Iteration 1F: 3 clusters Score -7702048 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -7702601.000000 Penalty: 5450.869629
	Iteration 2Q: 3 clusters Score -7702601 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -7703478.500000 Penalty: 5450.869629
	Iteration 3Q: 3 clusters Score -7703478 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -7704517.000000 Penalty: 5450.869629
	Iteration 4Q: 3 clusters Score -7704517 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7706123.500000 Penalty: 5450.869629
	Iteration 5F: 3 clusters Score -7706124 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7708781.000000 Penalty: 5450.869629
	Iteration 6F: 3 clusters Score -7708781 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -7712509.500000 Penalty: 5450.869629
	Iteration 7F: 3 clusters Score -7712510 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7716881.500000 Penalty: 5450.869629
	Iteration 8F: 3 clusters Score -7716882 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7720246.000000 Penalty: 5450.869629
	Iteration 9F: 3 clusters Score -7720246 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7722109.000000 Penalty: 5450.869629
	Iteration 10Q: 3 clusters Score -7722109 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -7722975.000000 Penalty: 5450.869629
	Iteration 11Q: 3 clusters Score -7722975 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7723460.500000 Penalty: 5450.869629
	Iteration 12Q: 3 clusters Score -7723460 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7723686.500000 Penalty: 5450.869629
	Iteration 13Q: 3 clusters Score -7723686 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -7723839.500000 Penalty: 5450.869629
	Iteration 14Q: 3 clusters Score -7723840 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7723950.500000 Penalty: 5450.869629
	Iteration 15Q: 3 clusters Score -7723950 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -7724032.000000 Penalty: 5450.869629
	Iteration 16Q: 3 clusters Score -7724032 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -7724120.000000 Penalty: 5450.869629
	Iteration 17Q: 3 clusters Score -7724120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7724180.500000 Penalty: 5450.869629
	Iteration 18Q: 3 clusters Score -7724180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7724250.500000 Penalty: 5450.869629
	Iteration 19Q: 3 clusters Score -7724250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -7724309.500000 Penalty: 5450.869629
	Iteration 20F: 3 clusters Score -7724310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7724368.000000 Penalty: 5450.869629
	Iteration 21Q: 3 clusters Score -7724368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7724401.500000 Penalty: 5450.869629
	Iteration 22Q: 3 clusters Score -7724402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -7724427.500000 Penalty: 5450.869629
	Iteration 23Q: 3 clusters Score -7724428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -7724447.500000 Penalty: 5450.869629
	Iteration 24Q: 3 clusters Score -7724448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7724457.500000 Penalty: 5450.869629
	Iteration 25Q: 3 clusters Score -7724458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -7724461.000000 Penalty: 5450.869629
	Iteration 26Q: 3 clusters Score -7724461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7724459.500000 Penalty: 5450.869629
	Iteration 27Q: 3 clusters Score -7724460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -7724463.500000 Penalty: 5450.869629
	Iteration 28Q: 3 clusters Score -7724464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -7724464.000000 Penalty: 5450.869629
	Iteration 29Q: 3 clusters Score -7724464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7724474.500000 Penalty: 5450.869629
	Iteration 30Q: 3 clusters Score -7724474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -7724472.500000 Penalty: 5450.869629
	Iteration 31Q: 3 clusters Score -7724472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -7724489.500000 Penalty: 5450.869629
	Iteration 32Q: 3 clusters Score -7724490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7724495.000000 Penalty: 5450.869629
	Iteration 33Q: 3 clusters Score -7724495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -7724501.000000 Penalty: 5450.869629
	Iteration 34Q: 3 clusters Score -7724501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7724512.000000 Penalty: 5450.869629
	Iteration 35Q: 3 clusters Score -7724512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7724511.000000 Penalty: 5450.869629
	Iteration 36Q: 3 clusters Score -7724511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -7724518.500000 Penalty: 5450.869629
	Iteration 37Q: 3 clusters Score -7724518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7724527.500000 Penalty: 5450.869629
	Iteration 38Q: 3 clusters Score -7724528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7724529.500000 Penalty: 5450.869629
	Iteration 39Q: 3 clusters Score -7724530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -7724531.500000 Penalty: 5450.869629
	Iteration 40F: 3 clusters Score -7724532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -7724530.000000 Penalty: 5450.869629
	Iteration 41Q: 3 clusters Score -7724530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -7724530.500000 Penalty: 5450.869629
	Iteration 42Q: 3 clusters Score -7724530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7724529.000000 Penalty: 5450.869629
	Iteration 43Q: 3 clusters Score -7724529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7724529.000000 Penalty: 5450.869629
	Iteration 44F: 3 clusters Score -7724529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Entering Unmasked Estep 
Score: -4313727.000000 Penalty: 2580.805176
	Iteration 0F: 2 clusters Score -4313727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4291113.500000 Penalty: 5161.610352
	Iteration 0F: 3 clusters Score -4291114 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4299245.000000 Penalty: 5161.610352
	Iteration 1F: 3 clusters Score -4299245 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4299708.500000 Penalty: 5161.610352
	Iteration 2Q: 3 clusters Score -4299708 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4300131.000000 Penalty: 5161.610352
	Iteration 3Q: 3 clusters Score -4300131 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4300552.000000 Penalty: 5161.610352
	Iteration 4Q: 3 clusters Score -4300552 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4301002.500000 Penalty: 5161.610352
	Iteration 5Q: 3 clusters Score -4301002 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4301460.500000 Penalty: 5161.610352
	Iteration 6Q: 3 clusters Score -4301460 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4301972.500000 Penalty: 5161.610352
	Iteration 7Q: 3 clusters Score -4301972 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4302582.000000 Penalty: 5161.610352
	Iteration 8Q: 3 clusters Score -4302582 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4303420.000000 Penalty: 5161.610352
	Iteration 9Q: 3 clusters Score -4303420 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -4304545.500000 Penalty: 5161.610352
	Iteration 10Q: 3 clusters Score -4304546 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4305799.500000 Penalty: 5161.610352
	Iteration 11F: 3 clusters Score -4305800 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4306914.000000 Penalty: 5161.610352
	Iteration 12Q: 3 clusters Score -4306914 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4307631.000000 Penalty: 5161.610352
	Iteration 13Q: 3 clusters Score -4307631 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4308051.500000 Penalty: 5161.610352
	Iteration 14Q: 3 clusters Score -4308052 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4308342.000000 Penalty: 5161.610352
	Iteration 15Q: 3 clusters Score -4308342 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -4308590.000000 Penalty: 5161.610352
	Iteration 16Q: 3 clusters Score -4308590 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4308795.000000 Penalty: 5161.610352
	Iteration 17Q: 3 clusters Score -4308795 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4308995.000000 Penalty: 5161.610352
	Iteration 18Q: 3 clusters Score -4308995 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4309150.000000 Penalty: 5161.610352
	Iteration 19Q: 3 clusters Score -4309150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4309302.500000 Penalty: 5161.610352
	Iteration 20F: 3 clusters Score -4309302 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4309463.500000 Penalty: 5161.610352
	Iteration 21Q: 3 clusters Score -4309464 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4309603.000000 Penalty: 5161.610352
	Iteration 22Q: 3 clusters Score -4309603 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4309767.500000 Penalty: 5161.610352
	Iteration 23Q: 3 clusters Score -4309768 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4309881.500000 Penalty: 5161.610352
	Iteration 24Q: 3 clusters Score -4309882 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4309987.000000 Penalty: 5161.610352
	Iteration 25Q: 3 clusters Score -4309987 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4310072.000000 Penalty: 5161.610352
	Iteration 26Q: 3 clusters Score -4310072 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4310161.500000 Penalty: 5161.610352
	Iteration 27Q: 3 clusters Score -4310162 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4310249.000000 Penalty: 5161.610352
	Iteration 28Q: 3 clusters Score -4310249 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4310347.000000 Penalty: 5161.610352
	Iteration 29Q: 3 clusters Score -4310347 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4310422.000000 Penalty: 5161.610352
	Iteration 30Q: 3 clusters Score -4310422 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4310509.500000 Penalty: 5161.610352
	Iteration 31Q: 3 clusters Score -4310510 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4310590.500000 Penalty: 5161.610352
	Iteration 32Q: 3 clusters Score -4310590 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4310659.000000 Penalty: 5161.610352
	Iteration 33Q: 3 clusters Score -4310659 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4310737.500000 Penalty: 5161.610352
	Iteration 34Q: 3 clusters Score -4310738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4310799.000000 Penalty: 5161.610352
	Iteration 35Q: 3 clusters Score -4310799 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4310871.500000 Penalty: 5161.610352
	Iteration 36Q: 3 clusters Score -4310872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4310942.000000 Penalty: 5161.610352
	Iteration 37Q: 3 clusters Score -4310942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4311004.000000 Penalty: 5161.610352
	Iteration 38Q: 3 clusters Score -4311004 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4311071.500000 Penalty: 5161.610352
	Iteration 39Q: 3 clusters Score -4311072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4311113.000000 Penalty: 5161.610352
	Iteration 40F: 3 clusters Score -4311113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4311149.000000 Penalty: 5161.610352
	Iteration 41Q: 3 clusters Score -4311149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4311174.000000 Penalty: 5161.610352
	Iteration 42Q: 3 clusters Score -4311174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4311217.500000 Penalty: 5161.610352
	Iteration 43Q: 3 clusters Score -4311218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4311230.000000 Penalty: 5161.610352
	Iteration 44Q: 3 clusters Score -4311230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4311250.500000 Penalty: 5161.610352
	Iteration 45Q: 3 clusters Score -4311250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4311276.000000 Penalty: 5161.610352
	Iteration 46Q: 3 clusters Score -4311276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4311289.000000 Penalty: 5161.610352
	Iteration 47Q: 3 clusters Score -4311289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4311298.500000 Penalty: 5161.610352
	Iteration 48Q: 3 clusters Score -4311298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4311306.500000 Penalty: 5161.610352
	Iteration 49Q: 3 clusters Score -4311306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4311310.000000 Penalty: 5161.610352
	Iteration 50Q: 3 clusters Score -4311310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4311317.500000 Penalty: 5161.610352
	Iteration 51Q: 3 clusters Score -4311318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4311325.500000 Penalty: 5161.610352
	Iteration 52Q: 3 clusters Score -4311326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4311340.500000 Penalty: 5161.610352
	Iteration 53Q: 3 clusters Score -4311340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4311349.000000 Penalty: 5161.610352
	Iteration 54Q: 3 clusters Score -4311349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4311353.500000 Penalty: 5161.610352
	Iteration 55Q: 3 clusters Score -4311354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4311353.000000 Penalty: 5161.610352
	Iteration 56Q: 3 clusters Score -4311353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4311354.500000 Penalty: 5161.610352
	Iteration 57Q: 3 clusters Score -4311354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4311357.000000 Penalty: 5161.610352
	Iteration 58Q: 3 clusters Score -4311357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4311365.500000 Penalty: 5161.610352
	Iteration 59Q: 3 clusters Score -4311366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4311366.500000 Penalty: 5161.610352
	Iteration 60F: 3 clusters Score -4311366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4311363.000000 Penalty: 5161.610352
	Iteration 61Q: 3 clusters Score -4311363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4311363.500000 Penalty: 5161.610352
	Iteration 62Q: 3 clusters Score -4311364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4311365.000000 Penalty: 5161.610352
	Iteration 63Q: 3 clusters Score -4311365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4311372.500000 Penalty: 5161.610352
	Iteration 64Q: 3 clusters Score -4311372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4311372.500000 Penalty: 5161.610352
	Iteration 65Q: 3 clusters Score -4311372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4311381.000000 Penalty: 5161.610352
	Iteration 66Q: 3 clusters Score -4311381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4311384.000000 Penalty: 5161.610352
	Iteration 67Q: 3 clusters Score -4311384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4311380.000000 Penalty: 5161.610352
	Iteration 68Q: 3 clusters Score -4311380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4311383.500000 Penalty: 5161.610352
	Iteration 69Q: 3 clusters Score -4311384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4311390.500000 Penalty: 5161.610352
	Iteration 70Q: 3 clusters Score -4311390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4311399.000000 Penalty: 5161.610352
	Iteration 71Q: 3 clusters Score -4311399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4311410.500000 Penalty: 5161.610352
	Iteration 72Q: 3 clusters Score -4311410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4311406.000000 Penalty: 5161.610352
	Iteration 73Q: 3 clusters Score -4311406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4311420.000000 Penalty: 5161.610352
	Iteration 74Q: 3 clusters Score -4311420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4311423.000000 Penalty: 5161.610352
	Iteration 75Q: 3 clusters Score -4311423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4311432.000000 Penalty: 5161.610352
	Iteration 76Q: 3 clusters Score -4311432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4311434.500000 Penalty: 5161.610352
	Iteration 77Q: 3 clusters Score -4311434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4311450.500000 Penalty: 5161.610352
	Iteration 78Q: 3 clusters Score -4311450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4311458.000000 Penalty: 5161.610352
	Iteration 79Q: 3 clusters Score -4311458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4311461.000000 Penalty: 5161.610352
	Iteration 80F: 3 clusters Score -4311461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4311475.500000 Penalty: 5161.610352
	Iteration 81Q: 3 clusters Score -4311476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4311479.500000 Penalty: 5161.610352
	Iteration 82Q: 3 clusters Score -4311480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4311481.000000 Penalty: 5161.610352
	Iteration 83Q: 3 clusters Score -4311481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4311484.000000 Penalty: 5161.610352
	Iteration 84Q: 3 clusters Score -4311484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4311485.000000 Penalty: 5161.610352
	Iteration 85Q: 3 clusters Score -4311485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4311484.500000 Penalty: 5161.610352
	Iteration 86Q: 3 clusters Score -4311484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4311483.500000 Penalty: 5161.610352
	Iteration 87Q: 3 clusters Score -4311484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4311487.000000 Penalty: 5161.610352
	Iteration 88Q: 3 clusters Score -4311487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4311486.500000 Penalty: 5161.610352
	Iteration 89Q: 3 clusters Score -4311486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4311488.000000 Penalty: 5161.610352
	Iteration 90Q: 3 clusters Score -4311488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4311487.500000 Penalty: 5161.610352
	Iteration 91Q: 3 clusters Score -4311488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4311491.000000 Penalty: 5161.610352
	Iteration 92Q: 3 clusters Score -4311491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4311491.000000 Penalty: 5161.610352
	Iteration 93Q: 3 clusters Score -4311491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4311494.000000 Penalty: 5161.610352
	Iteration 94Q: 3 clusters Score -4311494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4311496.500000 Penalty: 5161.610352
	Iteration 95Q: 3 clusters Score -4311496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4311497.000000 Penalty: 5161.610352
	Iteration 96Q: 3 clusters Score -4311497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4311497.000000 Penalty: 5161.610352
	Iteration 97F: 3 clusters Score -4311497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -148020.843750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -148020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145901.750000 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -145901.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146210.921875 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -146210.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146313.265625 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -146313.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -146373.625000 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -146373.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -146418.093750 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -146418.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -146454.343750 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -146454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -146491.734375 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -146491.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146525.000000 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -146525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -146553.968750 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -146554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -146582.234375 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -146582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -146606.750000 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -146606.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -146627.687500 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -146627.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -146645.406250 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -146645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -146657.015625 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -146657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -146679.031250 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -146679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -146711.390625 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -146711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -146747.484375 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -146747.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -146790.625000 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -146790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -146834.625000 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -146834.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -146867.640625 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -146867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -146888.796875 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -146888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -146942.671875 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -146942.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -146975.109375 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -146975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -147030.187500 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -147030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -147055.828125 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -147055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -147088.437500 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -147088.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -147109.671875 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -147109.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -147131.296875 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -147131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -147161.234375 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -147161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -147191.375000 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -147191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -147200.156250 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -147200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -147200.156250 Penalty: 3530.536133
	Iteration 31F: 3 clusters Score -147200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176028 members 
Entering Unmasked Estep 
Score: -22675800.000000 Penalty: 2995.442871
	Iteration 0F: 2 clusters Score -2.26758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -22561326.000000 Penalty: 5990.885742
	Iteration 0F: 3 clusters Score -2.256133e+07 nChanged 84512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -22612636.000000 Penalty: 5990.885742
	Iteration 1F: 3 clusters Score -2.261264e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -22615638.000000 Penalty: 5990.885742
	Iteration 2Q: 3 clusters Score -2.261564e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -22619842.000000 Penalty: 5990.885742
	Iteration 3F: 3 clusters Score -2.261984e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -22626144.000000 Penalty: 5990.885742
	Iteration 4F: 3 clusters Score -2.262614e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -22635140.000000 Penalty: 5990.885742
	Iteration 5F: 3 clusters Score -2.263514e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -22645982.000000 Penalty: 5990.885742
	Iteration 6F: 3 clusters Score -2.264598e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123511 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -22655778.000000 Penalty: 5990.885742
	Iteration 7F: 3 clusters Score -2.265578e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -22661644.000000 Penalty: 5990.885742
	Iteration 8Q: 3 clusters Score -2.266164e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -22663922.000000 Penalty: 5990.885742
	Iteration 9Q: 3 clusters Score -2.266392e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133839 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -22665084.000000 Penalty: 5990.885742
	Iteration 10Q: 3 clusters Score -2.266508e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -22666082.000000 Penalty: 5990.885742
	Iteration 11Q: 3 clusters Score -2.266608e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -22666860.000000 Penalty: 5990.885742
	Iteration 12Q: 3 clusters Score -2.266686e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -22667452.000000 Penalty: 5990.885742
	Iteration 13Q: 3 clusters Score -2.266745e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -22668040.000000 Penalty: 5990.885742
	Iteration 14Q: 3 clusters Score -2.266804e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -22668814.000000 Penalty: 5990.885742
	Iteration 15Q: 3 clusters Score -2.266881e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -22669518.000000 Penalty: 5990.885742
	Iteration 16Q: 3 clusters Score -2.266952e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -22670322.000000 Penalty: 5990.885742
	Iteration 17Q: 3 clusters Score -2.267032e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -22670998.000000 Penalty: 5990.885742
	Iteration 18Q: 3 clusters Score -2.2671e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153557 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -22671544.000000 Penalty: 5990.885742
	Iteration 19Q: 3 clusters Score -2.267154e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -22672382.000000 Penalty: 5990.885742
	Iteration 20F: 3 clusters Score -2.267238e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -22672940.000000 Penalty: 5990.885742
	Iteration 21Q: 3 clusters Score -2.267294e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -22673520.000000 Penalty: 5990.885742
	Iteration 22Q: 3 clusters Score -2.267352e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -22674004.000000 Penalty: 5990.885742
	Iteration 23Q: 3 clusters Score -2.2674e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -22674356.000000 Penalty: 5990.885742
	Iteration 24Q: 3 clusters Score -2.267436e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -22674802.000000 Penalty: 5990.885742
	Iteration 25Q: 3 clusters Score -2.26748e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -22675236.000000 Penalty: 5990.885742
	Iteration 26Q: 3 clusters Score -2.267524e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22675418.000000 Penalty: 5990.885742
	Iteration 27Q: 3 clusters Score -2.267542e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -22675550.000000 Penalty: 5990.885742
	Iteration 28Q: 3 clusters Score -2.267555e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -22675524.000000 Penalty: 5990.885742
	Iteration 29Q: 3 clusters Score -2.267552e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -22675494.000000 Penalty: 5990.885742
	Iteration 30Q: 3 clusters Score -2.267549e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -22675416.000000 Penalty: 5990.885742
	Iteration 31Q: 3 clusters Score -2.267542e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172626 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -22675274.000000 Penalty: 5990.885742
	Iteration 32Q: 3 clusters Score -2.267527e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173006 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22675210.000000 Penalty: 5990.885742
	Iteration 33Q: 3 clusters Score -2.267521e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22675110.000000 Penalty: 5990.885742
	Iteration 34Q: 3 clusters Score -2.267511e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22675022.000000 Penalty: 5990.885742
	Iteration 35Q: 3 clusters Score -2.267502e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -22674994.000000 Penalty: 5990.885742
	Iteration 36Q: 3 clusters Score -2.267499e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22674980.000000 Penalty: 5990.885742
	Iteration 37Q: 3 clusters Score -2.267498e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173974 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22674972.000000 Penalty: 5990.885742
	Iteration 38Q: 3 clusters Score -2.267497e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22674962.000000 Penalty: 5990.885742
	Iteration 39Q: 3 clusters Score -2.267496e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22674964.000000 Penalty: 5990.885742
	Iteration 40F: 3 clusters Score -2.267496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174182 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22674948.000000 Penalty: 5990.885742
	Iteration 41Q: 3 clusters Score -2.267495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174228 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22674928.000000 Penalty: 5990.885742
	Iteration 42Q: 3 clusters Score -2.267493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -22674916.000000 Penalty: 5990.885742
	Iteration 43Q: 3 clusters Score -2.267492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22674888.000000 Penalty: 5990.885742
	Iteration 44Q: 3 clusters Score -2.267489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174320 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22674912.000000 Penalty: 5990.885742
	Iteration 45Q: 3 clusters Score -2.267491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22674890.000000 Penalty: 5990.885742
	Iteration 46Q: 3 clusters Score -2.267489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22674904.000000 Penalty: 5990.885742
	Iteration 47Q: 3 clusters Score -2.26749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22674898.000000 Penalty: 5990.885742
	Iteration 48Q: 3 clusters Score -2.26749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -22674896.000000 Penalty: 5990.885742
	Iteration 49Q: 3 clusters Score -2.26749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22674898.000000 Penalty: 5990.885742
	Iteration 50Q: 3 clusters Score -2.26749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174388 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -22674894.000000 Penalty: 5990.885742
	Iteration 51Q: 3 clusters Score -2.267489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22674894.000000 Penalty: 5990.885742
	Iteration 52Q: 3 clusters Score -2.267489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -22674888.000000 Penalty: 5990.885742
	Iteration 53Q: 3 clusters Score -2.267489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174401 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22674876.000000 Penalty: 5990.885742
	Iteration 54Q: 3 clusters Score -2.267488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174401 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22674876.000000 Penalty: 5990.885742
	Iteration 55F: 3 clusters Score -2.267488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Entering Unmasked Estep 
Score: -21613494.000000 Penalty: 2981.768799
	Iteration 0F: 2 clusters Score -2.161349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -21504212.000000 Penalty: 5963.537598
	Iteration 0F: 3 clusters Score -2.150421e+07 nChanged 80009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -21550996.000000 Penalty: 5963.537598
	Iteration 1F: 3 clusters Score -2.1551e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -21552018.000000 Penalty: 5963.537598
	Iteration 2Q: 3 clusters Score -2.155202e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -21553780.000000 Penalty: 5963.537598
	Iteration 3Q: 3 clusters Score -2.155378e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -21557292.000000 Penalty: 5963.537598
	Iteration 4Q: 3 clusters Score -2.155729e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -21563690.000000 Penalty: 5963.537598
	Iteration 5F: 3 clusters Score -2.156369e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125078 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -21574274.000000 Penalty: 5963.537598
	Iteration 6F: 3 clusters Score -2.157427e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -21587208.000000 Penalty: 5963.537598
	Iteration 7F: 3 clusters Score -2.158721e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -21598344.000000 Penalty: 5963.537598
	Iteration 8F: 3 clusters Score -2.159834e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -21605310.000000 Penalty: 5963.537598
	Iteration 9Q: 3 clusters Score -2.160531e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -21608592.000000 Penalty: 5963.537598
	Iteration 10Q: 3 clusters Score -2.160859e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -21609988.000000 Penalty: 5963.537598
	Iteration 11Q: 3 clusters Score -2.160999e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162426 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -21610530.000000 Penalty: 5963.537598
	Iteration 12Q: 3 clusters Score -2.161053e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21610892.000000 Penalty: 5963.537598
	Iteration 13Q: 3 clusters Score -2.161089e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -21611020.000000 Penalty: 5963.537598
	Iteration 14Q: 3 clusters Score -2.161102e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -21611142.000000 Penalty: 5963.537598
	Iteration 15Q: 3 clusters Score -2.161114e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -21611194.000000 Penalty: 5963.537598
	Iteration 16Q: 3 clusters Score -2.161119e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21611230.000000 Penalty: 5963.537598
	Iteration 17Q: 3 clusters Score -2.161123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21611240.000000 Penalty: 5963.537598
	Iteration 18Q: 3 clusters Score -2.161124e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21611306.000000 Penalty: 5963.537598
	Iteration 19Q: 3 clusters Score -2.161131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21611338.000000 Penalty: 5963.537598
	Iteration 20F: 3 clusters Score -2.161134e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21611368.000000 Penalty: 5963.537598
	Iteration 21Q: 3 clusters Score -2.161137e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21611412.000000 Penalty: 5963.537598
	Iteration 22Q: 3 clusters Score -2.161141e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21611426.000000 Penalty: 5963.537598
	Iteration 23Q: 3 clusters Score -2.161143e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21611400.000000 Penalty: 5963.537598
	Iteration 24Q: 3 clusters Score -2.16114e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21611398.000000 Penalty: 5963.537598
	Iteration 25Q: 3 clusters Score -2.16114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21611412.000000 Penalty: 5963.537598
	Iteration 26Q: 3 clusters Score -2.161141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21611442.000000 Penalty: 5963.537598
	Iteration 27Q: 3 clusters Score -2.161144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164389 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21611424.000000 Penalty: 5963.537598
	Iteration 28Q: 3 clusters Score -2.161142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164417 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21611454.000000 Penalty: 5963.537598
	Iteration 29Q: 3 clusters Score -2.161145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21611460.000000 Penalty: 5963.537598
	Iteration 30Q: 3 clusters Score -2.161146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -21611472.000000 Penalty: 5963.537598
	Iteration 31Q: 3 clusters Score -2.161147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21611480.000000 Penalty: 5963.537598
	Iteration 32Q: 3 clusters Score -2.161148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -21611488.000000 Penalty: 5963.537598
	Iteration 33Q: 3 clusters Score -2.161149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21611480.000000 Penalty: 5963.537598
	Iteration 34Q: 3 clusters Score -2.161148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -21611460.000000 Penalty: 5963.537598
	Iteration 35Q: 3 clusters Score -2.161146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21611472.000000 Penalty: 5963.537598
	Iteration 36Q: 3 clusters Score -2.161147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164547 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21611484.000000 Penalty: 5963.537598
	Iteration 37Q: 3 clusters Score -2.161148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21611498.000000 Penalty: 5963.537598
	Iteration 38Q: 3 clusters Score -2.16115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -21611498.000000 Penalty: 5963.537598
	Iteration 39Q: 3 clusters Score -2.16115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21611498.000000 Penalty: 5963.537598
	Iteration 40F: 3 clusters Score -2.16115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21611504.000000 Penalty: 5963.537598
	Iteration 41Q: 3 clusters Score -2.16115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21611504.000000 Penalty: 5963.537598
	Iteration 42Q: 3 clusters Score -2.16115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164623 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21611520.000000 Penalty: 5963.537598
	Iteration 43Q: 3 clusters Score -2.161152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21611518.000000 Penalty: 5963.537598
	Iteration 44Q: 3 clusters Score -2.161152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164633 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21611538.000000 Penalty: 5963.537598
	Iteration 45Q: 3 clusters Score -2.161154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21611540.000000 Penalty: 5963.537598
	Iteration 46Q: 3 clusters Score -2.161154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21611546.000000 Penalty: 5963.537598
	Iteration 47Q: 3 clusters Score -2.161155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164645 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21611524.000000 Penalty: 5963.537598
	Iteration 48Q: 3 clusters Score -2.161152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -21611522.000000 Penalty: 5963.537598
	Iteration 49Q: 3 clusters Score -2.161152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164649 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21611536.000000 Penalty: 5963.537598
	Iteration 50Q: 3 clusters Score -2.161154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -21611532.000000 Penalty: 5963.537598
	Iteration 51Q: 3 clusters Score -2.161153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21611536.000000 Penalty: 5963.537598
	Iteration 52Q: 3 clusters Score -2.161154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -21611536.000000 Penalty: 5963.537598
	Iteration 53Q: 3 clusters Score -2.161154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21611540.000000 Penalty: 5963.537598
	Iteration 54Q: 3 clusters Score -2.161154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21611506.000000 Penalty: 5963.537598
	Iteration 55Q: 3 clusters Score -2.161151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21611498.000000 Penalty: 5963.537598
	Iteration 56Q: 3 clusters Score -2.16115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -21611478.000000 Penalty: 5963.537598
	Iteration 57Q: 3 clusters Score -2.161148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21611492.000000 Penalty: 5963.537598
	Iteration 58Q: 3 clusters Score -2.161149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21611476.000000 Penalty: 5963.537598
	Iteration 59Q: 3 clusters Score -2.161148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21611486.000000 Penalty: 5963.537598
	Iteration 60F: 3 clusters Score -2.161149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21611484.000000 Penalty: 5963.537598
	Iteration 61Q: 3 clusters Score -2.161148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5963.537598
	Iteration 62Q: 3 clusters Score -2.161146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21611478.000000 Penalty: 5963.537598
	Iteration 63Q: 3 clusters Score -2.161148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21611470.000000 Penalty: 5963.537598
	Iteration 64Q: 3 clusters Score -2.161147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21611480.000000 Penalty: 5963.537598
	Iteration 65Q: 3 clusters Score -2.161148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164731 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5963.537598
	Iteration 66Q: 3 clusters Score -2.161146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164736 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21611482.000000 Penalty: 5963.537598
	Iteration 67Q: 3 clusters Score -2.161148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164742 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21611482.000000 Penalty: 5963.537598
	Iteration 68Q: 3 clusters Score -2.161148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164747 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21611472.000000 Penalty: 5963.537598
	Iteration 69Q: 3 clusters Score -2.161147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21611484.000000 Penalty: 5963.537598
	Iteration 70Q: 3 clusters Score -2.161148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21611482.000000 Penalty: 5963.537598
	Iteration 71Q: 3 clusters Score -2.161148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21611478.000000 Penalty: 5963.537598
	Iteration 72Q: 3 clusters Score -2.161148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21611478.000000 Penalty: 5963.537598
	Iteration 73F: 3 clusters Score -2.161148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -98723.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -98723.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96937.257812 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -96937.26 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97212.828125 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -97212.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97320.585938 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -97320.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97413.015625 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -97413.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97467.367188 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -97467.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97524.382812 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -97524.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97610.859375 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -97610.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97660.039062 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -97660.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97705.382812 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -97705.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -97754.125000 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -97754.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97802.132812 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -97802.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97819.250000 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -97819.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -97829.265625 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -97829.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97836.953125 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -97836.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97843.656250 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -97843.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97849.171875 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -97849.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97852.242188 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -97852.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97852.609375 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -97852.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97852.609375 Penalty: 3331.430908
	Iteration 18F: 3 clusters Score -97852.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Entering Unmasked Estep 
Score: -23060126.000000 Penalty: 2997.558350
	Iteration 0F: 2 clusters Score -2.306013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -22945826.000000 Penalty: 5995.116699
	Iteration 0F: 3 clusters Score -2.294583e+07 nChanged 85086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -22994914.000000 Penalty: 5995.116699
	Iteration 1F: 3 clusters Score -2.299491e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -22995902.000000 Penalty: 5995.116699
	Iteration 2Q: 3 clusters Score -2.29959e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -22996948.000000 Penalty: 5995.116699
	Iteration 3Q: 3 clusters Score -2.299695e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -22998094.000000 Penalty: 5995.116699
	Iteration 4Q: 3 clusters Score -2.299809e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -22999392.000000 Penalty: 5995.116699
	Iteration 5Q: 3 clusters Score -2.299939e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99286 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -23001278.000000 Penalty: 5995.116699
	Iteration 6Q: 3 clusters Score -2.300128e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -23003776.000000 Penalty: 5995.116699
	Iteration 7Q: 3 clusters Score -2.300378e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -23007836.000000 Penalty: 5995.116699
	Iteration 8Q: 3 clusters Score -2.300784e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -23013946.000000 Penalty: 5995.116699
	Iteration 9F: 3 clusters Score -2.301395e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133079 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -23022042.000000 Penalty: 5995.116699
	Iteration 10F: 3 clusters Score -2.302204e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -23031916.000000 Penalty: 5995.116699
	Iteration 11F: 3 clusters Score -2.303192e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156586 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -23041932.000000 Penalty: 5995.116699
	Iteration 12F: 3 clusters Score -2.304193e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -23049828.000000 Penalty: 5995.116699
	Iteration 13F: 3 clusters Score -2.304983e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -23054086.000000 Penalty: 5995.116699
	Iteration 14Q: 3 clusters Score -2.305409e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23055822.000000 Penalty: 5995.116699
	Iteration 15Q: 3 clusters Score -2.305582e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23056802.000000 Penalty: 5995.116699
	Iteration 16Q: 3 clusters Score -2.30568e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176325 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -23057176.000000 Penalty: 5995.116699
	Iteration 17Q: 3 clusters Score -2.305718e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23057366.000000 Penalty: 5995.116699
	Iteration 18Q: 3 clusters Score -2.305737e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23057426.000000 Penalty: 5995.116699
	Iteration 19Q: 3 clusters Score -2.305743e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23057510.000000 Penalty: 5995.116699
	Iteration 20F: 3 clusters Score -2.305751e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176883 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -23057518.000000 Penalty: 5995.116699
	Iteration 21Q: 3 clusters Score -2.305752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23057570.000000 Penalty: 5995.116699
	Iteration 22Q: 3 clusters Score -2.305757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176940 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23057604.000000 Penalty: 5995.116699
	Iteration 23Q: 3 clusters Score -2.30576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23057604.000000 Penalty: 5995.116699
	Iteration 24Q: 3 clusters Score -2.30576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23057582.000000 Penalty: 5995.116699
	Iteration 25Q: 3 clusters Score -2.305758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176985 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -23057582.000000 Penalty: 5995.116699
	Iteration 26Q: 3 clusters Score -2.305758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176995 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -23057600.000000 Penalty: 5995.116699
	Iteration 27Q: 3 clusters Score -2.30576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177002 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -23057610.000000 Penalty: 5995.116699
	Iteration 28Q: 3 clusters Score -2.305761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -23057604.000000 Penalty: 5995.116699
	Iteration 29Q: 3 clusters Score -2.30576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -23057610.000000 Penalty: 5995.116699
	Iteration 30Q: 3 clusters Score -2.305761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23057594.000000 Penalty: 5995.116699
	Iteration 31Q: 3 clusters Score -2.305759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23057630.000000 Penalty: 5995.116699
	Iteration 32Q: 3 clusters Score -2.305763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177023 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -23057646.000000 Penalty: 5995.116699
	Iteration 33Q: 3 clusters Score -2.305765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177025 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -23057642.000000 Penalty: 5995.116699
	Iteration 34Q: 3 clusters Score -2.305764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -23057642.000000 Penalty: 5995.116699
	Iteration 35Q: 3 clusters Score -2.305764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -23057656.000000 Penalty: 5995.116699
	Iteration 36Q: 3 clusters Score -2.305766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177033 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -23057646.000000 Penalty: 5995.116699
	Iteration 37Q: 3 clusters Score -2.305765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -23057658.000000 Penalty: 5995.116699
	Iteration 38Q: 3 clusters Score -2.305766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -23057664.000000 Penalty: 5995.116699
	Iteration 39Q: 3 clusters Score -2.305766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23057660.000000 Penalty: 5995.116699
	Iteration 40F: 3 clusters Score -2.305766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23057654.000000 Penalty: 5995.116699
	Iteration 41Q: 3 clusters Score -2.305765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -23057656.000000 Penalty: 5995.116699
	Iteration 42Q: 3 clusters Score -2.305766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23057664.000000 Penalty: 5995.116699
	Iteration 43Q: 3 clusters Score -2.305766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23057664.000000 Penalty: 5995.116699
	Iteration 44F: 3 clusters Score -2.305766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Entering Unmasked Estep 
Score: -2482197.500000 Penalty: 2446.740723
	Iteration 0F: 2 clusters Score -2482198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2468514.250000 Penalty: 4893.481445
	Iteration 0F: 3 clusters Score -2468514 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2473134.500000 Penalty: 4893.481445
	Iteration 1F: 3 clusters Score -2473134 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2473786.250000 Penalty: 4893.481445
	Iteration 2F: 3 clusters Score -2473786 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2474568.250000 Penalty: 4893.481445
	Iteration 3F: 3 clusters Score -2474568 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2475500.500000 Penalty: 4893.481445
	Iteration 4F: 3 clusters Score -2475500 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2476448.500000 Penalty: 4893.481445
	Iteration 5F: 3 clusters Score -2476448 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2477401.750000 Penalty: 4893.481445
	Iteration 6F: 3 clusters Score -2477402 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2478410.000000 Penalty: 4893.481445
	Iteration 7F: 3 clusters Score -2478410 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2479243.750000 Penalty: 4893.481445
	Iteration 8F: 3 clusters Score -2479244 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2479707.000000 Penalty: 4893.481445
	Iteration 9Q: 3 clusters Score -2479707 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2479917.500000 Penalty: 4893.481445
	Iteration 10Q: 3 clusters Score -2479918 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2480058.250000 Penalty: 4893.481445
	Iteration 11Q: 3 clusters Score -2480058 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2480122.750000 Penalty: 4893.481445
	Iteration 12Q: 3 clusters Score -2480123 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2480160.750000 Penalty: 4893.481445
	Iteration 13Q: 3 clusters Score -2480161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2480191.250000 Penalty: 4893.481445
	Iteration 14Q: 3 clusters Score -2480191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2480218.250000 Penalty: 4893.481445
	Iteration 15Q: 3 clusters Score -2480218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2480221.750000 Penalty: 4893.481445
	Iteration 16Q: 3 clusters Score -2480222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2480235.750000 Penalty: 4893.481445
	Iteration 17Q: 3 clusters Score -2480236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2480249.500000 Penalty: 4893.481445
	Iteration 18Q: 3 clusters Score -2480250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2480251.500000 Penalty: 4893.481445
	Iteration 19Q: 3 clusters Score -2480252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2480247.000000 Penalty: 4893.481445
	Iteration 20F: 3 clusters Score -2480247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2480262.000000 Penalty: 4893.481445
	Iteration 21Q: 3 clusters Score -2480262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2480263.250000 Penalty: 4893.481445
	Iteration 22Q: 3 clusters Score -2480263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2480271.500000 Penalty: 4893.481445
	Iteration 23Q: 3 clusters Score -2480272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2480276.500000 Penalty: 4893.481445
	Iteration 24Q: 3 clusters Score -2480276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2480284.500000 Penalty: 4893.481445
	Iteration 25Q: 3 clusters Score -2480284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2480290.250000 Penalty: 4893.481445
	Iteration 26Q: 3 clusters Score -2480290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2480293.250000 Penalty: 4893.481445
	Iteration 27Q: 3 clusters Score -2480293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2480305.750000 Penalty: 4893.481445
	Iteration 28Q: 3 clusters Score -2480306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2480313.750000 Penalty: 4893.481445
	Iteration 29Q: 3 clusters Score -2480314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2480328.750000 Penalty: 4893.481445
	Iteration 30Q: 3 clusters Score -2480329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2480338.500000 Penalty: 4893.481445
	Iteration 31Q: 3 clusters Score -2480338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2480340.500000 Penalty: 4893.481445
	Iteration 32Q: 3 clusters Score -2480340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2480350.250000 Penalty: 4893.481445
	Iteration 33Q: 3 clusters Score -2480350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2480354.750000 Penalty: 4893.481445
	Iteration 34Q: 3 clusters Score -2480355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2480368.000000 Penalty: 4893.481445
	Iteration 35Q: 3 clusters Score -2480368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2480370.250000 Penalty: 4893.481445
	Iteration 36Q: 3 clusters Score -2480370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2480373.250000 Penalty: 4893.481445
	Iteration 37Q: 3 clusters Score -2480373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2480379.000000 Penalty: 4893.481445
	Iteration 38Q: 3 clusters Score -2480379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2480390.750000 Penalty: 4893.481445
	Iteration 39Q: 3 clusters Score -2480391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2480392.750000 Penalty: 4893.481445
	Iteration 40F: 3 clusters Score -2480393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2480405.000000 Penalty: 4893.481445
	Iteration 41Q: 3 clusters Score -2480405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2480404.500000 Penalty: 4893.481445
	Iteration 42Q: 3 clusters Score -2480404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2480411.250000 Penalty: 4893.481445
	Iteration 43Q: 3 clusters Score -2480411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2480411.250000 Penalty: 4893.481445
	Iteration 44Q: 3 clusters Score -2480411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2480412.250000 Penalty: 4893.481445
	Iteration 45Q: 3 clusters Score -2480412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2480419.750000 Penalty: 4893.481445
	Iteration 46Q: 3 clusters Score -2480420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2480427.000000 Penalty: 4893.481445
	Iteration 47Q: 3 clusters Score -2480427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2480451.500000 Penalty: 4893.481445
	Iteration 48Q: 3 clusters Score -2480452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2480484.500000 Penalty: 4893.481445
	Iteration 49Q: 3 clusters Score -2480484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2480534.000000 Penalty: 4893.481445
	Iteration 50Q: 3 clusters Score -2480534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2480569.500000 Penalty: 4893.481445
	Iteration 51Q: 3 clusters Score -2480570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2480633.250000 Penalty: 4893.481445
	Iteration 52Q: 3 clusters Score -2480633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2480700.750000 Penalty: 4893.481445
	Iteration 53Q: 3 clusters Score -2480701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2480765.500000 Penalty: 4893.481445
	Iteration 54Q: 3 clusters Score -2480766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2480799.000000 Penalty: 4893.481445
	Iteration 55Q: 3 clusters Score -2480799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2480835.500000 Penalty: 4893.481445
	Iteration 56Q: 3 clusters Score -2480836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2480864.750000 Penalty: 4893.481445
	Iteration 57Q: 3 clusters Score -2480865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2480883.500000 Penalty: 4893.481445
	Iteration 58Q: 3 clusters Score -2480884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2480897.500000 Penalty: 4893.481445
	Iteration 59Q: 3 clusters Score -2480898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2480907.750000 Penalty: 4893.481445
	Iteration 60F: 3 clusters Score -2480908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2480912.500000 Penalty: 4893.481445
	Iteration 61Q: 3 clusters Score -2480912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2480914.500000 Penalty: 4893.481445
	Iteration 62Q: 3 clusters Score -2480914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2480914.750000 Penalty: 4893.481445
	Iteration 63Q: 3 clusters Score -2480915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2480922.750000 Penalty: 4893.481445
	Iteration 64Q: 3 clusters Score -2480923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2480926.000000 Penalty: 4893.481445
	Iteration 65Q: 3 clusters Score -2480926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2480925.250000 Penalty: 4893.481445
	Iteration 66Q: 3 clusters Score -2480925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2480932.500000 Penalty: 4893.481445
	Iteration 67Q: 3 clusters Score -2480932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2480927.500000 Penalty: 4893.481445
	Iteration 68Q: 3 clusters Score -2480928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2480931.750000 Penalty: 4893.481445
	Iteration 69Q: 3 clusters Score -2480932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2480933.750000 Penalty: 4893.481445
	Iteration 70Q: 3 clusters Score -2480934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2480932.250000 Penalty: 4893.481445
	Iteration 71Q: 3 clusters Score -2480932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2480933.500000 Penalty: 4893.481445
	Iteration 72Q: 3 clusters Score -2480934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2480931.750000 Penalty: 4893.481445
	Iteration 73Q: 3 clusters Score -2480932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2480932.250000 Penalty: 4893.481445
	Iteration 74Q: 3 clusters Score -2480932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2480932.250000 Penalty: 4893.481445
	Iteration 75F: 3 clusters Score -2480932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -569750.437500 Penalty: 2088.492920
	Iteration 0F: 2 clusters Score -569750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -565567.062500 Penalty: 4176.985840
	Iteration 0F: 3 clusters Score -565567.1 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -566635.125000 Penalty: 4176.985840
	Iteration 1F: 3 clusters Score -566635.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -566907.687500 Penalty: 4176.985840
	Iteration 2F: 3 clusters Score -566907.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -567130.375000 Penalty: 4176.985840
	Iteration 3F: 3 clusters Score -567130.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -567327.312500 Penalty: 4176.985840
	Iteration 4F: 3 clusters Score -567327.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -567491.500000 Penalty: 4176.985840
	Iteration 5F: 3 clusters Score -567491.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -567635.687500 Penalty: 4176.985840
	Iteration 6Q: 3 clusters Score -567635.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -567798.375000 Penalty: 4176.985840
	Iteration 7Q: 3 clusters Score -567798.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -567947.125000 Penalty: 4176.985840
	Iteration 8Q: 3 clusters Score -567947.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -568075.187500 Penalty: 4176.985840
	Iteration 9Q: 3 clusters Score -568075.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -568181.750000 Penalty: 4176.985840
	Iteration 10Q: 3 clusters Score -568181.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -568284.812500 Penalty: 4176.985840
	Iteration 11Q: 3 clusters Score -568284.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -568385.437500 Penalty: 4176.985840
	Iteration 12Q: 3 clusters Score -568385.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -568460.312500 Penalty: 4176.985840
	Iteration 13Q: 3 clusters Score -568460.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -568519.375000 Penalty: 4176.985840
	Iteration 14Q: 3 clusters Score -568519.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -568557.687500 Penalty: 4176.985840
	Iteration 15Q: 3 clusters Score -568557.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -568594.312500 Penalty: 4176.985840
	Iteration 16Q: 3 clusters Score -568594.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -568618.812500 Penalty: 4176.985840
	Iteration 17Q: 3 clusters Score -568618.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -568627.750000 Penalty: 4176.985840
	Iteration 18Q: 3 clusters Score -568627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -568636.937500 Penalty: 4176.985840
	Iteration 19Q: 3 clusters Score -568636.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -568647.187500 Penalty: 4176.985840
	Iteration 20F: 3 clusters Score -568647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -568654.687500 Penalty: 4176.985840
	Iteration 21Q: 3 clusters Score -568654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -568660.812500 Penalty: 4176.985840
	Iteration 22Q: 3 clusters Score -568660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -568662.375000 Penalty: 4176.985840
	Iteration 23Q: 3 clusters Score -568662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -568666.500000 Penalty: 4176.985840
	Iteration 24Q: 3 clusters Score -568666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -568670.562500 Penalty: 4176.985840
	Iteration 25Q: 3 clusters Score -568670.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -568674.625000 Penalty: 4176.985840
	Iteration 26Q: 3 clusters Score -568674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -568679.562500 Penalty: 4176.985840
	Iteration 27Q: 3 clusters Score -568679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -568683.062500 Penalty: 4176.985840
	Iteration 28Q: 3 clusters Score -568683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -568687.812500 Penalty: 4176.985840
	Iteration 29Q: 3 clusters Score -568687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -568692.500000 Penalty: 4176.985840
	Iteration 30Q: 3 clusters Score -568692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -568694.062500 Penalty: 4176.985840
	Iteration 31Q: 3 clusters Score -568694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -568695.125000 Penalty: 4176.985840
	Iteration 32Q: 3 clusters Score -568695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -568696.937500 Penalty: 4176.985840
	Iteration 33Q: 3 clusters Score -568696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -568697.875000 Penalty: 4176.985840
	Iteration 34Q: 3 clusters Score -568697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -568698.437500 Penalty: 4176.985840
	Iteration 35Q: 3 clusters Score -568698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -568700.062500 Penalty: 4176.985840
	Iteration 36Q: 3 clusters Score -568700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -568700.062500 Penalty: 4176.985840
	Iteration 37F: 3 clusters Score -568700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 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 310 members 
Entering Unmasked Estep 
Score: -69606.171875 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69606.17 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69873.882812 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69873.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69995.500000 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -69995.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70056.140625 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -70056.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70112.570312 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -70112.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70190.203125 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70252.195312 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70314.179688 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70314.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70408.679688 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70408.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70610.921875 Penalty: 3194.709473
	Iteration 9F: 3 clusters Score -70610.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70911.109375 Penalty: 3194.709473
	Iteration 10F: 3 clusters Score -70911.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71258.125000 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -71258.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71532.679688 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -71532.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 14F: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176028 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177536 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 206808 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
Score: -166438176.000000 Penalty: 76877.992188
Splitting cluster 16 changes total score from -166439472.000000 to -166438176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (206808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206808 members 
Entering Unmasked Estep 
Score: -26526212.000000 Penalty: 3035.407471
	Iteration 0F: 2 clusters Score -2.652621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -26394824.000000 Penalty: 6070.814941
	Iteration 0F: 3 clusters Score -2.639482e+07 nChanged 99643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 98651 members 
Entering Unmasked Estep 
Score: -26453698.000000 Penalty: 6070.814941
	Iteration 1F: 3 clusters Score -2.64537e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -26455092.000000 Penalty: 6070.814941
	Iteration 2Q: 3 clusters Score -2.645509e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115937 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -26457178.000000 Penalty: 6070.814941
	Iteration 3Q: 3 clusters Score -2.645718e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -26461004.000000 Penalty: 6070.814941
	Iteration 4Q: 3 clusters Score -2.6461e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133783 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -26467956.000000 Penalty: 6070.814941
	Iteration 5F: 3 clusters Score -2.646796e+07 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -26479836.000000 Penalty: 6070.814941
	Iteration 6F: 3 clusters Score -2.647984e+07 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -26495364.000000 Penalty: 6070.814941
	Iteration 7F: 3 clusters Score -2.649536e+07 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178960 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -26509240.000000 Penalty: 6070.814941
	Iteration 8F: 3 clusters Score -2.650924e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189914 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -26517730.000000 Penalty: 6070.814941
	Iteration 9F: 3 clusters Score -2.651773e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196540 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -26521574.000000 Penalty: 6070.814941
	Iteration 10Q: 3 clusters Score -2.652157e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200170 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -26523292.000000 Penalty: 6070.814941
	Iteration 11Q: 3 clusters Score -2.652329e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202244 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -26523898.000000 Penalty: 6070.814941
	Iteration 12Q: 3 clusters Score -2.65239e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203438 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -26524172.000000 Penalty: 6070.814941
	Iteration 13Q: 3 clusters Score -2.652417e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204161 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -26524234.000000 Penalty: 6070.814941
	Iteration 14Q: 3 clusters Score -2.652423e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204659 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26524290.000000 Penalty: 6070.814941
	Iteration 15Q: 3 clusters Score -2.652429e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205012 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -26524278.000000 Penalty: 6070.814941
	Iteration 16Q: 3 clusters Score -2.652428e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205242 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -26524264.000000 Penalty: 6070.814941
	Iteration 17Q: 3 clusters Score -2.652426e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205414 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -26524152.000000 Penalty: 6070.814941
	Iteration 18Q: 3 clusters Score -2.652415e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205547 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -26524168.000000 Penalty: 6070.814941
	Iteration 19Q: 3 clusters Score -2.652417e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205647 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -26524200.000000 Penalty: 6070.814941
	Iteration 20F: 3 clusters Score -2.65242e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205736 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -26524150.000000 Penalty: 6070.814941
	Iteration 21Q: 3 clusters Score -2.652415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205792 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -26524156.000000 Penalty: 6070.814941
	Iteration 22Q: 3 clusters Score -2.652416e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205846 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -26524118.000000 Penalty: 6070.814941
	Iteration 23Q: 3 clusters Score -2.652412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205898 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -26524128.000000 Penalty: 6070.814941
	Iteration 24Q: 3 clusters Score -2.652413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205937 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -26524108.000000 Penalty: 6070.814941
	Iteration 25Q: 3 clusters Score -2.652411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205962 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -26524088.000000 Penalty: 6070.814941
	Iteration 26Q: 3 clusters Score -2.652409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -26524034.000000 Penalty: 6070.814941
	Iteration 27Q: 3 clusters Score -2.652403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205993 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -26524066.000000 Penalty: 6070.814941
	Iteration 28Q: 3 clusters Score -2.652407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206011 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -26524088.000000 Penalty: 6070.814941
	Iteration 29Q: 3 clusters Score -2.652409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -26524096.000000 Penalty: 6070.814941
	Iteration 30Q: 3 clusters Score -2.65241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206042 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -26524098.000000 Penalty: 6070.814941
	Iteration 31Q: 3 clusters Score -2.65241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206051 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -26524104.000000 Penalty: 6070.814941
	Iteration 32Q: 3 clusters Score -2.65241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206056 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -26524092.000000 Penalty: 6070.814941
	Iteration 33Q: 3 clusters Score -2.652409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206063 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -26524106.000000 Penalty: 6070.814941
	Iteration 34Q: 3 clusters Score -2.652411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -26524098.000000 Penalty: 6070.814941
	Iteration 35Q: 3 clusters Score -2.65241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -26524116.000000 Penalty: 6070.814941
	Iteration 36Q: 3 clusters Score -2.652412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -26524116.000000 Penalty: 6070.814941
	Iteration 37Q: 3 clusters Score -2.652412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -26524120.000000 Penalty: 6070.814941
	Iteration 38Q: 3 clusters Score -2.652412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -26524122.000000 Penalty: 6070.814941
	Iteration 39Q: 3 clusters Score -2.652412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -26524122.000000 Penalty: 6070.814941
	Iteration 40F: 3 clusters Score -2.652412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -26524126.000000 Penalty: 6070.814941
	Iteration 41Q: 3 clusters Score -2.652413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -26524126.000000 Penalty: 6070.814941
	Iteration 42F: 3 clusters Score -2.652413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89561.867188 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89561.87 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90021.500000 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -90021.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90296.476562 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90296.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90506.085938 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -90506.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90660.867188 Penalty: 3349.705322
	Iteration 4F: 3 clusters Score -90660.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90775.976562 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90775.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90885.921875 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90885.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90949.703125 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90991.218750 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90991.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91032.640625 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -91032.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91043.070312 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -91043.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91050.117188 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -91050.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91055.664062 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -91055.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91061.000000 Penalty: 3349.705322
	Iteration 13Q: 3 clusters Score -91061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91062.734375 Penalty: 3349.705322
	Iteration 14Q: 3 clusters Score -91062.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91065.468750 Penalty: 3349.705322
	Iteration 15Q: 3 clusters Score -91065.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91066.671875 Penalty: 3349.705322
	Iteration 16Q: 3 clusters Score -91066.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91066.671875 Penalty: 3349.705322
	Iteration 17F: 3 clusters Score -91066.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68795.421875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68795.42 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69061.390625 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69061.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69151.804688 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69151.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69207.117188 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69207.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69265.851562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69265.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69331.484375 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69331.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69393.148438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69393.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69460.203125 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69460.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69520.195312 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69550.304688 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69568.000000 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69577.289062 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69577.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69580.687500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69580.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69587.437500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69587.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69589.054688 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69589.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69593.695312 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69614.578125 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -69614.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69625.656250 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -69625.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69645.882812 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -69645.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69665.023438 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -69665.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69684.195312 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -69684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69687.507812 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -69687.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69687.507812 Penalty: 3219.398926
	Iteration 22F: 3 clusters Score -69687.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49750.179688 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49750.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49929.410156 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49929.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49981.058594 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -49981.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50014.667969 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -50014.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50020.757812 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -50020.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50025.324219 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -50025.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50028.886719 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -50028.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50028.886719 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -50028.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -1047537.375000 Penalty: 2246.385010
	Iteration 0F: 2 clusters Score -1047537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1040765.187500 Penalty: 4492.770020
	Iteration 0F: 3 clusters Score -1040765 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1042714.812500 Penalty: 4492.770020
	Iteration 1F: 3 clusters Score -1042715 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1043202.375000 Penalty: 4492.770020
	Iteration 2F: 3 clusters Score -1043202 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1043789.312500 Penalty: 4492.770020
	Iteration 3F: 3 clusters Score -1043789 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1044392.625000 Penalty: 4492.770020
	Iteration 4F: 3 clusters Score -1044393 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1044947.312500 Penalty: 4492.770020
	Iteration 5F: 3 clusters Score -1044947 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1045430.312500 Penalty: 4492.770020
	Iteration 6F: 3 clusters Score -1045430 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1045814.937500 Penalty: 4492.770020
	Iteration 7F: 3 clusters Score -1045815 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1046047.812500 Penalty: 4492.770020
	Iteration 8Q: 3 clusters Score -1046048 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1046181.875000 Penalty: 4492.770020
	Iteration 9Q: 3 clusters Score -1046182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1046282.937500 Penalty: 4492.770020
	Iteration 10Q: 3 clusters Score -1046283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1046356.437500 Penalty: 4492.770020
	Iteration 11Q: 3 clusters Score -1046356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1046393.812500 Penalty: 4492.770020
	Iteration 12Q: 3 clusters Score -1046394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1046428.000000 Penalty: 4492.770020
	Iteration 13Q: 3 clusters Score -1046428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1046441.312500 Penalty: 4492.770020
	Iteration 14Q: 3 clusters Score -1046441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1046455.437500 Penalty: 4492.770020
	Iteration 15Q: 3 clusters Score -1046455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1046464.812500 Penalty: 4492.770020
	Iteration 16Q: 3 clusters Score -1046465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1046467.687500 Penalty: 4492.770020
	Iteration 17Q: 3 clusters Score -1046468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1046475.000000 Penalty: 4492.770020
	Iteration 18Q: 3 clusters Score -1046475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1046479.437500 Penalty: 4492.770020
	Iteration 19Q: 3 clusters Score -1046479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1046482.000000 Penalty: 4492.770020
	Iteration 20F: 3 clusters Score -1046482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1046485.312500 Penalty: 4492.770020
	Iteration 21Q: 3 clusters Score -1046485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1046485.875000 Penalty: 4492.770020
	Iteration 22Q: 3 clusters Score -1046486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1046488.437500 Penalty: 4492.770020
	Iteration 23Q: 3 clusters Score -1046488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1046492.750000 Penalty: 4492.770020
	Iteration 24Q: 3 clusters Score -1046493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1046496.125000 Penalty: 4492.770020
	Iteration 25Q: 3 clusters Score -1046496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1046495.312500 Penalty: 4492.770020
	Iteration 26Q: 3 clusters Score -1046495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1046495.312500 Penalty: 4492.770020
	Iteration 27F: 3 clusters Score -1046495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35612.695312 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35612.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35972.886719 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -35972.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36239.367188 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -36239.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36271.136719 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -36271.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36282.664062 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -36282.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36282.664062 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -36282.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176028 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177536 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206808 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 439Q: 22 clusters Score -1.664395e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200646 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59259 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176030 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177536 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206809 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 440F: 22 clusters Score -1.664395e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200632 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141514 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176032 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177536 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206818 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 441Q: 22 clusters Score -1.664395e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59265 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176033 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177537 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206821 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 442Q: 22 clusters Score -1.664395e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200626 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59267 members 
Mstep: Class 8 contains 33068 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176032 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177536 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206821 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 443Q: 22 clusters Score -1.664395e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59272 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176033 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177538 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206819 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 444Q: 22 clusters Score -1.664395e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200619 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59272 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176034 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177540 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206816 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439536.000000 Penalty: 73383.539062
Iteration 445Q: 22 clusters Score -1.664395e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200612 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59274 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176035 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177544 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206816 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 446Q: 22 clusters Score -1.664395e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 66712 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36714 members 
Mstep: Class 7 contains 59274 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176035 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177544 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206822 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 447Q: 22 clusters Score -1.664395e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200602 members 
Mstep: Class 2 contains 66709 members 
Mstep: Class 4 contains 14252 members 
Mstep: Class 5 contains 141513 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59272 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176036 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177544 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206831 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439520.000000 Penalty: 73383.539062
Iteration 448Q: 22 clusters Score -1.664395e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200598 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14252 members 
Mstep: Class 5 contains 141514 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176039 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177543 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 449Q: 22 clusters Score -1.664395e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200588 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141517 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176044 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177544 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439504.000000 Penalty: 73383.539062
Iteration 450Q: 22 clusters Score -1.664395e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200583 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141516 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59273 members 
Mstep: Class 8 contains 33070 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176048 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177546 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206834 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439456.000000 Penalty: 73383.539062
Iteration 451Q: 22 clusters Score -1.664395e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200576 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141516 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59273 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176048 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177552 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206835 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439424.000000 Penalty: 73383.539062
Iteration 452Q: 22 clusters Score -1.664394e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200566 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141520 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59272 members 
Mstep: Class 8 contains 33072 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176054 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177552 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206835 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 453Q: 22 clusters Score -1.664394e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200554 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141524 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176059 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177554 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206837 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 454Q: 22 clusters Score -1.664394e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141529 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176055 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177558 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439408.000000 Penalty: 73383.539062
Iteration 455Q: 22 clusters Score -1.664394e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141531 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 33072 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176057 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177560 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206832 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 456Q: 22 clusters Score -1.664394e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141531 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59270 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176058 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177562 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206829 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439488.000000 Penalty: 73383.539062
Iteration 457Q: 22 clusters Score -1.664395e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200547 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141529 members 
Mstep: Class 6 contains 36710 members 
Mstep: Class 7 contains 59273 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176055 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177564 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206827 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439472.000000 Penalty: 73383.539062
Iteration 458Q: 22 clusters Score -1.664395e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200540 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141529 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 59274 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176052 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177566 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206832 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439424.000000 Penalty: 73383.539062
Iteration 459Q: 22 clusters Score -1.664394e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200532 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141528 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59275 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176057 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177572 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206831 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 460F: 22 clusters Score -1.664394e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200519 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141529 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59276 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176064 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177573 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206833 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439424.000000 Penalty: 73383.539062
Iteration 461Q: 22 clusters Score -1.664394e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141533 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59278 members 
Mstep: Class 8 contains 33078 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176070 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177569 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206835 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439440.000000 Penalty: 73383.539062
Iteration 462Q: 22 clusters Score -1.664394e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141534 members 
Mstep: Class 6 contains 36713 members 
Mstep: Class 7 contains 59281 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176076 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177569 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206835 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439376.000000 Penalty: 73383.539062
Iteration 463Q: 22 clusters Score -1.664394e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200480 members 
Mstep: Class 2 contains 66709 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141537 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59281 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176084 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177571 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206833 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439312.000000 Penalty: 73383.539062
Iteration 464Q: 22 clusters Score -1.664393e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200470 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141537 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59286 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176084 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177572 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439328.000000 Penalty: 73383.539062
Iteration 465Q: 22 clusters Score -1.664393e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200461 members 
Mstep: Class 2 contains 66707 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141543 members 
Mstep: Class 6 contains 36712 members 
Mstep: Class 7 contains 59286 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176087 members 
Mstep: Class 11 contains 166587 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177575 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206836 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 466Q: 22 clusters Score -1.664394e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200446 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141548 members 
Mstep: Class 6 contains 36714 members 
Mstep: Class 7 contains 59287 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176087 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177577 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206841 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439296.000000 Penalty: 73383.539062
Iteration 467Q: 22 clusters Score -1.664393e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200434 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141552 members 
Mstep: Class 6 contains 36716 members 
Mstep: Class 7 contains 59289 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176086 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177579 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206846 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439296.000000 Penalty: 73383.539062
Iteration 468Q: 22 clusters Score -1.664393e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141551 members 
Mstep: Class 6 contains 36716 members 
Mstep: Class 7 contains 59290 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176090 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206847 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439344.000000 Penalty: 73383.539062
Iteration 469Q: 22 clusters Score -1.664393e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200424 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141550 members 
Mstep: Class 6 contains 36714 members 
Mstep: Class 7 contains 59291 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176091 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206854 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439376.000000 Penalty: 73383.539062
Iteration 470Q: 22 clusters Score -1.664394e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200417 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 141550 members 
Mstep: Class 6 contains 36715 members 
Mstep: Class 7 contains 59291 members 
Mstep: Class 8 contains 33078 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176096 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177584 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206855 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439312.000000 Penalty: 73383.539062
Iteration 471Q: 22 clusters Score -1.664393e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200413 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14254 members 
Mstep: Class 5 contains 141551 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59289 members 
Mstep: Class 8 contains 33077 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176098 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177585 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206855 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 472Q: 22 clusters Score -1.664394e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200417 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141555 members 
Mstep: Class 6 contains 36716 members 
Mstep: Class 7 contains 59289 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176099 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177587 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206846 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439312.000000 Penalty: 73383.539062
Iteration 473Q: 22 clusters Score -1.664393e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200414 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141558 members 
Mstep: Class 6 contains 36716 members 
Mstep: Class 7 contains 59288 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176098 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177587 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206847 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439328.000000 Penalty: 73383.539062
Iteration 474Q: 22 clusters Score -1.664393e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141560 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59288 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176100 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177586 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206850 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 475Q: 22 clusters Score -1.664394e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200396 members 
Mstep: Class 2 contains 66704 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141566 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59288 members 
Mstep: Class 8 contains 33076 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176101 members 
Mstep: Class 11 contains 166586 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177588 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206851 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 476Q: 22 clusters Score -1.664394e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200395 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 141566 members 
Mstep: Class 6 contains 36715 members 
Mstep: Class 7 contains 59287 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176106 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177588 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206850 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439264.000000 Penalty: 73383.539062
Iteration 477Q: 22 clusters Score -1.664393e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200385 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141568 members 
Mstep: Class 6 contains 36716 members 
Mstep: Class 7 contains 59289 members 
Mstep: Class 8 contains 33073 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176112 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177588 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206851 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439200.000000 Penalty: 73383.539062
Iteration 478Q: 22 clusters Score -1.664392e+08 nChanged 49
Entering ConstructFrom: 
Score: -166439200.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (200375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200375 members 
Entering Unmasked Estep 
Score: -25707120.000000 Penalty: 3027.570557
	Iteration 0F: 2 clusters Score -2.570712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -25577218.000000 Penalty: 6055.141113
	Iteration 0F: 3 clusters Score -2.557722e+07 nChanged 96233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -25634528.000000 Penalty: 6055.141113
	Iteration 1F: 3 clusters Score -2.563453e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115787 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -25636710.000000 Penalty: 6055.141113
	Iteration 2Q: 3 clusters Score -2.563671e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -25640886.000000 Penalty: 6055.141113
	Iteration 3Q: 3 clusters Score -2.564089e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137554 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -25649194.000000 Penalty: 6055.141113
	Iteration 4F: 3 clusters Score -2.564919e+07 nChanged 17593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155039 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -25663668.000000 Penalty: 6055.141113
	Iteration 5F: 3 clusters Score -2.566367e+07 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174269 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -25681804.000000 Penalty: 6055.141113
	Iteration 6F: 3 clusters Score -2.56818e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189508 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -25696156.000000 Penalty: 6055.141113
	Iteration 7F: 3 clusters Score -2.569616e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196825 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -25701866.000000 Penalty: 6055.141113
	Iteration 8Q: 3 clusters Score -2.570187e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199181 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -25703562.000000 Penalty: 6055.141113
	Iteration 9Q: 3 clusters Score -2.570356e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199809 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -25704224.000000 Penalty: 6055.141113
	Iteration 10Q: 3 clusters Score -2.570422e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25704428.000000 Penalty: 6055.141113
	Iteration 11Q: 3 clusters Score -2.570443e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200036 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25704542.000000 Penalty: 6055.141113
	Iteration 12Q: 3 clusters Score -2.570454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200059 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25704578.000000 Penalty: 6055.141113
	Iteration 13Q: 3 clusters Score -2.570458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200070 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25704616.000000 Penalty: 6055.141113
	Iteration 14Q: 3 clusters Score -2.570462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200076 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25704622.000000 Penalty: 6055.141113
	Iteration 15Q: 3 clusters Score -2.570462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200086 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25704640.000000 Penalty: 6055.141113
	Iteration 16Q: 3 clusters Score -2.570464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25704632.000000 Penalty: 6055.141113
	Iteration 17Q: 3 clusters Score -2.570463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25704640.000000 Penalty: 6055.141113
	Iteration 18Q: 3 clusters Score -2.570464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200094 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25704650.000000 Penalty: 6055.141113
	Iteration 19Q: 3 clusters Score -2.570465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25704656.000000 Penalty: 6055.141113
	Iteration 20F: 3 clusters Score -2.570466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200099 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25704652.000000 Penalty: 6055.141113
	Iteration 21Q: 3 clusters Score -2.570465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25704662.000000 Penalty: 6055.141113
	Iteration 22Q: 3 clusters Score -2.570466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25704680.000000 Penalty: 6055.141113
	Iteration 23Q: 3 clusters Score -2.570468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25704686.000000 Penalty: 6055.141113
	Iteration 24Q: 3 clusters Score -2.570469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200099 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25704676.000000 Penalty: 6055.141113
	Iteration 25Q: 3 clusters Score -2.570468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25704678.000000 Penalty: 6055.141113
	Iteration 26Q: 3 clusters Score -2.570468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25704670.000000 Penalty: 6055.141113
	Iteration 27Q: 3 clusters Score -2.570467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25704688.000000 Penalty: 6055.141113
	Iteration 28Q: 3 clusters Score -2.570469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25704694.000000 Penalty: 6055.141113
	Iteration 29Q: 3 clusters Score -2.570469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25704694.000000 Penalty: 6055.141113
	Iteration 30F: 3 clusters Score -2.570469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Entering Unmasked Estep 
Score: -8341512.500000 Penalty: 2754.796387
	Iteration 0F: 2 clusters Score -8341512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8296965.500000 Penalty: 5509.592773
	Iteration 0F: 3 clusters Score -8296966 nChanged 31033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -8314155.500000 Penalty: 5509.592773
	Iteration 1F: 3 clusters Score -8314156 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -8314692.000000 Penalty: 5509.592773
	Iteration 2Q: 3 clusters Score -8314692 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -8315351.000000 Penalty: 5509.592773
	Iteration 3Q: 3 clusters Score -8315351 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -8316087.000000 Penalty: 5509.592773
	Iteration 4Q: 3 clusters Score -8316087 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8317181.000000 Penalty: 5509.592773
	Iteration 5Q: 3 clusters Score -8317181 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8318601.000000 Penalty: 5509.592773
	Iteration 6Q: 3 clusters Score -8318601 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -8320779.000000 Penalty: 5509.592773
	Iteration 7F: 3 clusters Score -8320779 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8323544.500000 Penalty: 5509.592773
	Iteration 8F: 3 clusters Score -8323544 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -8326550.500000 Penalty: 5509.592773
	Iteration 9F: 3 clusters Score -8326550 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -8329371.500000 Penalty: 5509.592773
	Iteration 10F: 3 clusters Score -8329372 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -8332178.500000 Penalty: 5509.592773
	Iteration 11Q: 3 clusters Score -8332178 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -8335356.500000 Penalty: 5509.592773
	Iteration 12Q: 3 clusters Score -8335356 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -8336977.000000 Penalty: 5509.592773
	Iteration 13Q: 3 clusters Score -8336977 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8337472.000000 Penalty: 5509.592773
	Iteration 14Q: 3 clusters Score -8337472 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -8337794.000000 Penalty: 5509.592773
	Iteration 15Q: 3 clusters Score -8337794 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -8337990.000000 Penalty: 5509.592773
	Iteration 16Q: 3 clusters Score -8337990 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -8338092.500000 Penalty: 5509.592773
	Iteration 17Q: 3 clusters Score -8338092 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -8338187.500000 Penalty: 5509.592773
	Iteration 18Q: 3 clusters Score -8338188 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8338275.000000 Penalty: 5509.592773
	Iteration 19Q: 3 clusters Score -8338275 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -8338326.500000 Penalty: 5509.592773
	Iteration 20F: 3 clusters Score -8338326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -8338360.000000 Penalty: 5509.592773
	Iteration 21Q: 3 clusters Score -8338360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -8338414.500000 Penalty: 5509.592773
	Iteration 22Q: 3 clusters Score -8338414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8338441 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8338464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8338458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8338458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8338462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8338502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -8338533.000000 Penalty: 5509.592773
	Iteration 29Q: 3 clusters Score -8338533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8338558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8338580.000000 Penalty: 5509.592773
	Iteration 31Q: 3 clusters Score -8338580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -8338594.500000 Penalty: 5509.592773
	Iteration 32Q: 3 clusters Score -8338594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -8338603.500000 Penalty: 5509.592773
	Iteration 33Q: 3 clusters Score -8338604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -8338615.500000 Penalty: 5509.592773
	Iteration 34Q: 3 clusters Score -8338616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -8338648.000000 Penalty: 5509.592773
	Iteration 35Q: 3 clusters Score -8338648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -8338646.500000 Penalty: 5509.592773
	Iteration 36Q: 3 clusters Score -8338646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -8338667.500000 Penalty: 5509.592773
	Iteration 37Q: 3 clusters Score -8338668 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -8338676.500000 Penalty: 5509.592773
	Iteration 38Q: 3 clusters Score -8338676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -8338686.500000 Penalty: 5509.592773
	Iteration 39Q: 3 clusters Score -8338686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8338693.500000 Penalty: 5509.592773
	Iteration 40F: 3 clusters Score -8338694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -8338705.500000 Penalty: 5509.592773
	Iteration 41Q: 3 clusters Score -8338706 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -8338711.500000 Penalty: 5509.592773
	Iteration 42Q: 3 clusters Score -8338712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -8338704.500000 Penalty: 5509.592773
	Iteration 43Q: 3 clusters Score -8338704 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8338726 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8338742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8338746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8338752 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -8338756.500000 Penalty: 5509.592773
	Iteration 48Q: 3 clusters Score -8338756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8338762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8338782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8338784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8338793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8338796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8338794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8338796 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8338800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8338790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8338812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8338810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8338815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8338806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8338809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8338826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8338816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8338824 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8338838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -8338840.000000 Penalty: 5509.592773
	Iteration 67Q: 3 clusters Score -8338840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8338836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8338850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -8338851.500000 Penalty: 5509.592773
	Iteration 70Q: 3 clusters Score -8338852 nChanged 19
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8338860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8338852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -8338866.000000 Penalty: 5509.592773
	Iteration 73Q: 3 clusters Score -8338866 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 63030 members 
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	Iteration 74Q: 3 clusters Score -8338876 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -8338885.000000 Penalty: 5509.592773
	Iteration 75Q: 3 clusters Score -8338885 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 63053 members 
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	Iteration 76Q: 3 clusters Score -8338900 nChanged 15
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Mstep: Class 1 contains 3638 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8338882 nChanged 14
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Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8338883 nChanged 15
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8338864.500000 Penalty: 5509.592773
	Iteration 79Q: 3 clusters Score -8338864 nChanged 17
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Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8338890 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8338860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8338874 nChanged 19
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Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8338873 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8338863 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -8338870.000000 Penalty: 5509.592773
	Iteration 85Q: 3 clusters Score -8338870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 63211 members 
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Score: -8338878.000000 Penalty: 5509.592773
	Iteration 86Q: 3 clusters Score -8338878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -8338881.500000 Penalty: 5509.592773
	Iteration 87Q: 3 clusters Score -8338882 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8338880 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8338887.000000 Penalty: 5509.592773
	Iteration 89Q: 3 clusters Score -8338887 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8338882 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8338870 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8338884 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8338881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8338884 nChanged 15
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -8338871.000000 Penalty: 5509.592773
	Iteration 95Q: 3 clusters Score -8338871 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8338876 nChanged 10
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8338868 nChanged 9
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8338863 nChanged 7
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Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8338876 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -8338877.500000 Penalty: 5509.592773
	Iteration 100F: 3 clusters Score -8338878 nChanged 6
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 63400 members 
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	Iteration 101Q: 3 clusters Score -8338869 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8338876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8338878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8338878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8338874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8338874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8338884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8338880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8338890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8338892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8338896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8338898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8338884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8338896 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -8338892.000000 Penalty: 5509.592773
	Iteration 115Q: 3 clusters Score -8338892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -8338915.000000 Penalty: 5509.592773
	Iteration 116Q: 3 clusters Score -8338915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -8338924.500000 Penalty: 5509.592773
	Iteration 117Q: 3 clusters Score -8338924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -8338923.500000 Penalty: 5509.592773
	Iteration 118Q: 3 clusters Score -8338924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -8338917.500000 Penalty: 5509.592773
	Iteration 119Q: 3 clusters Score -8338918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -8338912.000000 Penalty: 5509.592773
	Iteration 120F: 3 clusters Score -8338912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -8338925.500000 Penalty: 5509.592773
	Iteration 121Q: 3 clusters Score -8338926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -8338922.500000 Penalty: 5509.592773
	Iteration 122Q: 3 clusters Score -8338922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -8338930.500000 Penalty: 5509.592773
	Iteration 123Q: 3 clusters Score -8338930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8338925.500000 Penalty: 5509.592773
	Iteration 124Q: 3 clusters Score -8338926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -8338929.000000 Penalty: 5509.592773
	Iteration 125Q: 3 clusters Score -8338929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -8338927.500000 Penalty: 5509.592773
	Iteration 126Q: 3 clusters Score -8338928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8338925.500000 Penalty: 5509.592773
	Iteration 127Q: 3 clusters Score -8338926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -8338935.500000 Penalty: 5509.592773
	Iteration 128Q: 3 clusters Score -8338936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8338932.500000 Penalty: 5509.592773
	Iteration 129Q: 3 clusters Score -8338932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8338941.500000 Penalty: 5509.592773
	Iteration 130Q: 3 clusters Score -8338942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -8338940.000000 Penalty: 5509.592773
	Iteration 131Q: 3 clusters Score -8338940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -8338932.000000 Penalty: 5509.592773
	Iteration 132Q: 3 clusters Score -8338932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8338937.500000 Penalty: 5509.592773
	Iteration 133Q: 3 clusters Score -8338938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8338937.500000 Penalty: 5509.592773
	Iteration 134F: 3 clusters Score -8338938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Entering Unmasked Estep 
Score: -1758893.250000 Penalty: 2372.086182
	Iteration 0F: 2 clusters Score -1758893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1748506.875000 Penalty: 4744.172363
	Iteration 0F: 3 clusters Score -1748507 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1751793.625000 Penalty: 4744.172363
	Iteration 1F: 3 clusters Score -1751794 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1752154.000000 Penalty: 4744.172363
	Iteration 2F: 3 clusters Score -1752154 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1752471.875000 Penalty: 4744.172363
	Iteration 3F: 3 clusters Score -1752472 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1752787.375000 Penalty: 4744.172363
	Iteration 4Q: 3 clusters Score -1752787 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1753183.875000 Penalty: 4744.172363
	Iteration 5Q: 3 clusters Score -1753184 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1753690.875000 Penalty: 4744.172363
	Iteration 6Q: 3 clusters Score -1753691 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1754313.875000 Penalty: 4744.172363
	Iteration 7F: 3 clusters Score -1754314 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1754967.625000 Penalty: 4744.172363
	Iteration 8F: 3 clusters Score -1754968 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1755696.125000 Penalty: 4744.172363
	Iteration 9F: 3 clusters Score -1755696 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1756446.250000 Penalty: 4744.172363
	Iteration 10F: 3 clusters Score -1756446 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1757016.250000 Penalty: 4744.172363
	Iteration 11Q: 3 clusters Score -1757016 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1757385.250000 Penalty: 4744.172363
	Iteration 12Q: 3 clusters Score -1757385 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1757610.500000 Penalty: 4744.172363
	Iteration 13Q: 3 clusters Score -1757610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1757762.000000 Penalty: 4744.172363
	Iteration 14Q: 3 clusters Score -1757762 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1757844.625000 Penalty: 4744.172363
	Iteration 15Q: 3 clusters Score -1757845 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1757890.500000 Penalty: 4744.172363
	Iteration 16Q: 3 clusters Score -1757890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1757928.250000 Penalty: 4744.172363
	Iteration 17Q: 3 clusters Score -1757928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1757966.250000 Penalty: 4744.172363
	Iteration 18Q: 3 clusters Score -1757966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1758000.750000 Penalty: 4744.172363
	Iteration 19Q: 3 clusters Score -1758001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1758028.125000 Penalty: 4744.172363
	Iteration 20F: 3 clusters Score -1758028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1758065.500000 Penalty: 4744.172363
	Iteration 21Q: 3 clusters Score -1758066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1758081.500000 Penalty: 4744.172363
	Iteration 22Q: 3 clusters Score -1758082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1758083.000000 Penalty: 4744.172363
	Iteration 23Q: 3 clusters Score -1758083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1758093.250000 Penalty: 4744.172363
	Iteration 24Q: 3 clusters Score -1758093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1758099.500000 Penalty: 4744.172363
	Iteration 25Q: 3 clusters Score -1758100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1758110.875000 Penalty: 4744.172363
	Iteration 26Q: 3 clusters Score -1758111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1758115.750000 Penalty: 4744.172363
	Iteration 27Q: 3 clusters Score -1758116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1758114.875000 Penalty: 4744.172363
	Iteration 28Q: 3 clusters Score -1758115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1758117.875000 Penalty: 4744.172363
	Iteration 29Q: 3 clusters Score -1758118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1758119.000000 Penalty: 4744.172363
	Iteration 30Q: 3 clusters Score -1758119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1758122.250000 Penalty: 4744.172363
	Iteration 31Q: 3 clusters Score -1758122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1758126.625000 Penalty: 4744.172363
	Iteration 32Q: 3 clusters Score -1758127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1758127.250000 Penalty: 4744.172363
	Iteration 33Q: 3 clusters Score -1758127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1758125.500000 Penalty: 4744.172363
	Iteration 34Q: 3 clusters Score -1758126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1758127.875000 Penalty: 4744.172363
	Iteration 35Q: 3 clusters Score -1758128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1758127.500000 Penalty: 4744.172363
	Iteration 36Q: 3 clusters Score -1758128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1758127.750000 Penalty: 4744.172363
	Iteration 37Q: 3 clusters Score -1758128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1758126.750000 Penalty: 4744.172363
	Iteration 38Q: 3 clusters Score -1758127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1758124.125000 Penalty: 4744.172363
	Iteration 39Q: 3 clusters Score -1758124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1758123.500000 Penalty: 4744.172363
	Iteration 40F: 3 clusters Score -1758124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1758125.125000 Penalty: 4744.172363
	Iteration 41Q: 3 clusters Score -1758125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1758125.125000 Penalty: 4744.172363
	Iteration 42F: 3 clusters Score -1758125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141573 members 
Entering Unmasked Estep 
Score: -18350176.000000 Penalty: 2941.421631
	Iteration 0F: 2 clusters Score -1.835018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -18255938.000000 Penalty: 5882.843262
	Iteration 0F: 3 clusters Score -1.825594e+07 nChanged 67465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -18294922.000000 Penalty: 5882.843262
	Iteration 1F: 3 clusters Score -1.829492e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -18295780.000000 Penalty: 5882.843262
	Iteration 2Q: 3 clusters Score -1.829578e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -18297070.000000 Penalty: 5882.843262
	Iteration 3Q: 3 clusters Score -1.829707e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -18299374.000000 Penalty: 5882.843262
	Iteration 4Q: 3 clusters Score -1.829937e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -18303404.000000 Penalty: 5882.843262
	Iteration 5F: 3 clusters Score -1.83034e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -18311008.000000 Penalty: 5882.843262
	Iteration 6F: 3 clusters Score -1.831101e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -18322536.000000 Penalty: 5882.843262
	Iteration 7F: 3 clusters Score -1.832254e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128098 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -18334880.000000 Penalty: 5882.843262
	Iteration 8F: 3 clusters Score -1.833488e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -18342998.000000 Penalty: 5882.843262
	Iteration 9F: 3 clusters Score -1.8343e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139712 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -18346318.000000 Penalty: 5882.843262
	Iteration 10Q: 3 clusters Score -1.834632e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18347290.000000 Penalty: 5882.843262
	Iteration 11Q: 3 clusters Score -1.834729e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18347526.000000 Penalty: 5882.843262
	Iteration 12Q: 3 clusters Score -1.834753e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18347678.000000 Penalty: 5882.843262
	Iteration 13Q: 3 clusters Score -1.834768e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141155 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -18347732.000000 Penalty: 5882.843262
	Iteration 14Q: 3 clusters Score -1.834773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18347760.000000 Penalty: 5882.843262
	Iteration 15Q: 3 clusters Score -1.834776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18347764.000000 Penalty: 5882.843262
	Iteration 16Q: 3 clusters Score -1.834776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18347782.000000 Penalty: 5882.843262
	Iteration 17Q: 3 clusters Score -1.834778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18347790.000000 Penalty: 5882.843262
	Iteration 18Q: 3 clusters Score -1.834779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141160 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18347798.000000 Penalty: 5882.843262
	Iteration 19Q: 3 clusters Score -1.83478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141161 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18347794.000000 Penalty: 5882.843262
	Iteration 20F: 3 clusters Score -1.834779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Entering Unmasked Estep 
Score: -4777323.000000 Penalty: 2606.726807
	Iteration 0F: 2 clusters Score -4777323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4752218.000000 Penalty: 5213.453613
	Iteration 0F: 3 clusters Score -4752218 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4761511.000000 Penalty: 5213.453613
	Iteration 1F: 3 clusters Score -4761511 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4761999.000000 Penalty: 5213.453613
	Iteration 2Q: 3 clusters Score -4761999 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4762494.500000 Penalty: 5213.453613
	Iteration 3Q: 3 clusters Score -4762494 nChanged 1420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4762954 nChanged 1442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4763484 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4764206.500000 Penalty: 5213.453613
	Iteration 6Q: 3 clusters Score -4764206 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4765287.500000 Penalty: 5213.453613
	Iteration 7F: 3 clusters Score -4765288 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4766994 nChanged 2531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4769227.500000 Penalty: 5213.453613
	Iteration 9F: 3 clusters Score -4769228 nChanged 2319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4771386 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4772642 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4773224 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4773556 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4773800 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4774026 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4774180 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4774302 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4774426.500000 Penalty: 5213.453613
	Iteration 18Q: 3 clusters Score -4774426 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4774541.500000 Penalty: 5213.453613
	Iteration 19Q: 3 clusters Score -4774542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4774626 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4774686.500000 Penalty: 5213.453613
	Iteration 21Q: 3 clusters Score -4774686 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4774732.500000 Penalty: 5213.453613
	Iteration 22Q: 3 clusters Score -4774732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4774798 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4774848.500000 Penalty: 5213.453613
	Iteration 24Q: 3 clusters Score -4774848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4774870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4774918.000000 Penalty: 5213.453613
	Iteration 26Q: 3 clusters Score -4774918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4774936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4774987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4775010.000000 Penalty: 5213.453613
	Iteration 29Q: 3 clusters Score -4775010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4775028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4775069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4775108.500000 Penalty: 5213.453613
	Iteration 32Q: 3 clusters Score -4775108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4775131.000000 Penalty: 5213.453613
	Iteration 33Q: 3 clusters Score -4775131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4775119.000000 Penalty: 5213.453613
	Iteration 34Q: 3 clusters Score -4775119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4775134.500000 Penalty: 5213.453613
	Iteration 35Q: 3 clusters Score -4775134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4775148.000000 Penalty: 5213.453613
	Iteration 36Q: 3 clusters Score -4775148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4775170.000000 Penalty: 5213.453613
	Iteration 37Q: 3 clusters Score -4775170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4775191.500000 Penalty: 5213.453613
	Iteration 38Q: 3 clusters Score -4775192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4775205.500000 Penalty: 5213.453613
	Iteration 39Q: 3 clusters Score -4775206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4775212.500000 Penalty: 5213.453613
	Iteration 40F: 3 clusters Score -4775212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4775219.500000 Penalty: 5213.453613
	Iteration 41Q: 3 clusters Score -4775220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4775239.500000 Penalty: 5213.453613
	Iteration 42Q: 3 clusters Score -4775240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4775237.500000 Penalty: 5213.453613
	Iteration 43Q: 3 clusters Score -4775238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4775251.500000 Penalty: 5213.453613
	Iteration 44Q: 3 clusters Score -4775252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4775255.500000 Penalty: 5213.453613
	Iteration 45Q: 3 clusters Score -4775256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4775263.500000 Penalty: 5213.453613
	Iteration 46Q: 3 clusters Score -4775264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4775264.500000 Penalty: 5213.453613
	Iteration 47Q: 3 clusters Score -4775264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4775282.000000 Penalty: 5213.453613
	Iteration 48Q: 3 clusters Score -4775282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4775283.500000 Penalty: 5213.453613
	Iteration 49Q: 3 clusters Score -4775284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4775285.000000 Penalty: 5213.453613
	Iteration 50Q: 3 clusters Score -4775285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4775286.500000 Penalty: 5213.453613
	Iteration 51Q: 3 clusters Score -4775286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4775289.000000 Penalty: 5213.453613
	Iteration 52Q: 3 clusters Score -4775289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4775299.500000 Penalty: 5213.453613
	Iteration 53Q: 3 clusters Score -4775300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4775312.500000 Penalty: 5213.453613
	Iteration 54Q: 3 clusters Score -4775312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4775302.500000 Penalty: 5213.453613
	Iteration 55Q: 3 clusters Score -4775302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4775316.500000 Penalty: 5213.453613
	Iteration 56Q: 3 clusters Score -4775316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4775321.500000 Penalty: 5213.453613
	Iteration 57Q: 3 clusters Score -4775322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4775319.000000 Penalty: 5213.453613
	Iteration 58Q: 3 clusters Score -4775319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4775331.000000 Penalty: 5213.453613
	Iteration 59Q: 3 clusters Score -4775331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4775326.000000 Penalty: 5213.453613
	Iteration 60F: 3 clusters Score -4775326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4775334.000000 Penalty: 5213.453613
	Iteration 61Q: 3 clusters Score -4775334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4775331.500000 Penalty: 5213.453613
	Iteration 62Q: 3 clusters Score -4775332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4775340.000000 Penalty: 5213.453613
	Iteration 63Q: 3 clusters Score -4775340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4775334.000000 Penalty: 5213.453613
	Iteration 64Q: 3 clusters Score -4775334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4775341.500000 Penalty: 5213.453613
	Iteration 65Q: 3 clusters Score -4775342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4775345.500000 Penalty: 5213.453613
	Iteration 66Q: 3 clusters Score -4775346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4775347.000000 Penalty: 5213.453613
	Iteration 67Q: 3 clusters Score -4775347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4775344.500000 Penalty: 5213.453613
	Iteration 68Q: 3 clusters Score -4775344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4775347.500000 Penalty: 5213.453613
	Iteration 69Q: 3 clusters Score -4775348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4775353.000000 Penalty: 5213.453613
	Iteration 70Q: 3 clusters Score -4775353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4775353.500000 Penalty: 5213.453613
	Iteration 71Q: 3 clusters Score -4775354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4775356.000000 Penalty: 5213.453613
	Iteration 72Q: 3 clusters Score -4775356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4775353.500000 Penalty: 5213.453613
	Iteration 73Q: 3 clusters Score -4775354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4775352.500000 Penalty: 5213.453613
	Iteration 74Q: 3 clusters Score -4775352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4775356.500000 Penalty: 5213.453613
	Iteration 75Q: 3 clusters Score -4775356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4775357.500000 Penalty: 5213.453613
	Iteration 76Q: 3 clusters Score -4775358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4775363.000000 Penalty: 5213.453613
	Iteration 77Q: 3 clusters Score -4775363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4775363.500000 Penalty: 5213.453613
	Iteration 78Q: 3 clusters Score -4775364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4775361.500000 Penalty: 5213.453613
	Iteration 79Q: 3 clusters Score -4775362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4775359.000000 Penalty: 5213.453613
	Iteration 80F: 3 clusters Score -4775359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4775364.000000 Penalty: 5213.453613
	Iteration 81Q: 3 clusters Score -4775364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4775363.500000 Penalty: 5213.453613
	Iteration 82Q: 3 clusters Score -4775364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4775365.000000 Penalty: 5213.453613
	Iteration 83Q: 3 clusters Score -4775365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4775363.500000 Penalty: 5213.453613
	Iteration 84Q: 3 clusters Score -4775364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4775360.500000 Penalty: 5213.453613
	Iteration 85Q: 3 clusters Score -4775360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4775359.000000 Penalty: 5213.453613
	Iteration 86Q: 3 clusters Score -4775359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4775364.500000 Penalty: 5213.453613
	Iteration 87Q: 3 clusters Score -4775364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4775361.500000 Penalty: 5213.453613
	Iteration 88Q: 3 clusters Score -4775362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4775368.500000 Penalty: 5213.453613
	Iteration 89Q: 3 clusters Score -4775368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4775373.500000 Penalty: 5213.453613
	Iteration 90Q: 3 clusters Score -4775374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4775376.500000 Penalty: 5213.453613
	Iteration 91Q: 3 clusters Score -4775376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4775377.000000 Penalty: 5213.453613
	Iteration 92Q: 3 clusters Score -4775377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4775377.000000 Penalty: 5213.453613
	Iteration 93F: 3 clusters Score -4775377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59293 members 
Entering Unmasked Estep 
Score: -7730949.500000 Penalty: 2725.581299
	Iteration 0F: 2 clusters Score -7730950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -7691069.000000 Penalty: 5451.162598
	Iteration 0F: 3 clusters Score -7691069 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7706518.500000 Penalty: 5451.162598
	Iteration 1F: 3 clusters Score -7706518 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7707133.500000 Penalty: 5451.162598
	Iteration 2Q: 3 clusters Score -7707134 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -7707780.500000 Penalty: 5451.162598
	Iteration 3Q: 3 clusters Score -7707780 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -7708694.000000 Penalty: 5451.162598
	Iteration 4Q: 3 clusters Score -7708694 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -7710250.500000 Penalty: 5451.162598
	Iteration 5F: 3 clusters Score -7710250 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -7712884.000000 Penalty: 5451.162598
	Iteration 6F: 3 clusters Score -7712884 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -7717134.500000 Penalty: 5451.162598
	Iteration 7F: 3 clusters Score -7717134 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -7722041.500000 Penalty: 5451.162598
	Iteration 8F: 3 clusters Score -7722042 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7725737.500000 Penalty: 5451.162598
	Iteration 9F: 3 clusters Score -7725738 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7727616.000000 Penalty: 5451.162598
	Iteration 10Q: 3 clusters Score -7727616 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7728312.500000 Penalty: 5451.162598
	Iteration 11Q: 3 clusters Score -7728312 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7728609.500000 Penalty: 5451.162598
	Iteration 12Q: 3 clusters Score -7728610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7728756.500000 Penalty: 5451.162598
	Iteration 13Q: 3 clusters Score -7728756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7728835.000000 Penalty: 5451.162598
	Iteration 14Q: 3 clusters Score -7728835 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7728882.500000 Penalty: 5451.162598
	Iteration 15Q: 3 clusters Score -7728882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7728903.000000 Penalty: 5451.162598
	Iteration 16Q: 3 clusters Score -7728903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7728927.000000 Penalty: 5451.162598
	Iteration 17Q: 3 clusters Score -7728927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7728950.500000 Penalty: 5451.162598
	Iteration 18Q: 3 clusters Score -7728950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7728969.000000 Penalty: 5451.162598
	Iteration 19Q: 3 clusters Score -7728969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7728976.000000 Penalty: 5451.162598
	Iteration 20F: 3 clusters Score -7728976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7728977.000000 Penalty: 5451.162598
	Iteration 21Q: 3 clusters Score -7728977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7728986.000000 Penalty: 5451.162598
	Iteration 22Q: 3 clusters Score -7728986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7728997.500000 Penalty: 5451.162598
	Iteration 23Q: 3 clusters Score -7728998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7728994.500000 Penalty: 5451.162598
	Iteration 24Q: 3 clusters Score -7728994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7728993.500000 Penalty: 5451.162598
	Iteration 25Q: 3 clusters Score -7728994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7729001.000000 Penalty: 5451.162598
	Iteration 26Q: 3 clusters Score -7729001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7729001.000000 Penalty: 5451.162598
	Iteration 27F: 3 clusters Score -7729001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Entering Unmasked Estep 
Score: -4314047.500000 Penalty: 2580.820312
	Iteration 0F: 2 clusters Score -4314048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4291498.000000 Penalty: 5161.640625
	Iteration 0F: 3 clusters Score -4291498 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4299676.500000 Penalty: 5161.640625
	Iteration 1F: 3 clusters Score -4299676 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4300319.500000 Penalty: 5161.640625
	Iteration 2F: 3 clusters Score -4300320 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4301068.000000 Penalty: 5161.640625
	Iteration 3F: 3 clusters Score -4301068 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4301983.500000 Penalty: 5161.640625
	Iteration 4F: 3 clusters Score -4301984 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4303234.000000 Penalty: 5161.640625
	Iteration 5F: 3 clusters Score -4303234 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4305002.500000 Penalty: 5161.640625
	Iteration 6F: 3 clusters Score -4305002 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4307210.500000 Penalty: 5161.640625
	Iteration 7F: 3 clusters Score -4307210 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4309264.500000 Penalty: 5161.640625
	Iteration 8F: 3 clusters Score -4309264 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4310690.000000 Penalty: 5161.640625
	Iteration 9Q: 3 clusters Score -4310690 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4311310.500000 Penalty: 5161.640625
	Iteration 10Q: 3 clusters Score -4311310 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4311571.500000 Penalty: 5161.640625
	Iteration 11Q: 3 clusters Score -4311572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4311686.500000 Penalty: 5161.640625
	Iteration 12Q: 3 clusters Score -4311686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4311750.500000 Penalty: 5161.640625
	Iteration 13Q: 3 clusters Score -4311750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4311801.000000 Penalty: 5161.640625
	Iteration 14Q: 3 clusters Score -4311801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4311829.000000 Penalty: 5161.640625
	Iteration 15Q: 3 clusters Score -4311829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4311848.000000 Penalty: 5161.640625
	Iteration 16Q: 3 clusters Score -4311848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4311857.000000 Penalty: 5161.640625
	Iteration 17Q: 3 clusters Score -4311857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4311864.000000 Penalty: 5161.640625
	Iteration 18Q: 3 clusters Score -4311864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -4311868.000000 Penalty: 5161.640625
	Iteration 19Q: 3 clusters Score -4311868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4311866.500000 Penalty: 5161.640625
	Iteration 20F: 3 clusters Score -4311866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4311864.500000 Penalty: 5161.640625
	Iteration 21Q: 3 clusters Score -4311864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4311868.000000 Penalty: 5161.640625
	Iteration 22Q: 3 clusters Score -4311868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4311868.000000 Penalty: 5161.640625
	Iteration 23F: 3 clusters Score -4311868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -148020.843750 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -148020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145969.859375 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -145969.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -146323.812500 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -146323.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -146484.125000 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -146484.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -146579.296875 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -146579.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -146665.718750 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -146665.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -146745.375000 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -146745.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -146811.781250 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -146811.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146864.781250 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -146864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -146905.796875 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -146905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146934.156250 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -146934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -146947.375000 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -146947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146959.718750 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -146959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -146972.046875 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -146972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146982.187500 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -146982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -146984.500000 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -146984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146987.578125 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -146987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146987.578125 Penalty: 3530.536133
	Iteration 16F: 3 clusters Score -146987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Entering Unmasked Estep 
Score: -22686078.000000 Penalty: 2995.561035
	Iteration 0F: 2 clusters Score -2.268608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -22571860.000000 Penalty: 5991.122070
	Iteration 0F: 3 clusters Score -2.257186e+07 nChanged 84489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -22621730.000000 Penalty: 5991.122070
	Iteration 1F: 3 clusters Score -2.262173e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -22623422.000000 Penalty: 5991.122070
	Iteration 2Q: 3 clusters Score -2.262342e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -22626194.000000 Penalty: 5991.122070
	Iteration 3Q: 3 clusters Score -2.262619e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -22631730.000000 Penalty: 5991.122070
	Iteration 4F: 3 clusters Score -2.263173e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -22641512.000000 Penalty: 5991.122070
	Iteration 5F: 3 clusters Score -2.264151e+07 nChanged 15697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 138616 members 
Entering Unmasked Estep 
Score: -22655538.000000 Penalty: 5991.122070
	Iteration 6F: 3 clusters Score -2.265554e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -22669778.000000 Penalty: 5991.122070
	Iteration 7F: 3 clusters Score -2.266978e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -22679246.000000 Penalty: 5991.122070
	Iteration 8F: 3 clusters Score -2.267925e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -22683402.000000 Penalty: 5991.122070
	Iteration 9Q: 3 clusters Score -2.26834e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 167700 members 
Entering Unmasked Estep 
Score: -22684864.000000 Penalty: 5991.122070
	Iteration 10Q: 3 clusters Score -2.268486e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -22685366.000000 Penalty: 5991.122070
	Iteration 11Q: 3 clusters Score -2.268537e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -22685540.000000 Penalty: 5991.122070
	Iteration 12Q: 3 clusters Score -2.268554e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22685658.000000 Penalty: 5991.122070
	Iteration 13Q: 3 clusters Score -2.268566e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -22685622.000000 Penalty: 5991.122070
	Iteration 14Q: 3 clusters Score -2.268562e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 172842 members 
Entering Unmasked Estep 
Score: -22685536.000000 Penalty: 5991.122070
	Iteration 15Q: 3 clusters Score -2.268554e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -22685364.000000 Penalty: 5991.122070
	Iteration 16Q: 3 clusters Score -2.268536e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 173565 members 
Entering Unmasked Estep 
Score: -22685296.000000 Penalty: 5991.122070
	Iteration 17Q: 3 clusters Score -2.26853e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 173782 members 
Entering Unmasked Estep 
Score: -22685320.000000 Penalty: 5991.122070
	Iteration 18Q: 3 clusters Score -2.268532e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -22685286.000000 Penalty: 5991.122070
	Iteration 19Q: 3 clusters Score -2.268529e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -22685280.000000 Penalty: 5991.122070
	Iteration 20F: 3 clusters Score -2.268528e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -22685226.000000 Penalty: 5991.122070
	Iteration 21Q: 3 clusters Score -2.268523e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -22685260.000000 Penalty: 5991.122070
	Iteration 22Q: 3 clusters Score -2.268526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -22685266.000000 Penalty: 5991.122070
	Iteration 23Q: 3 clusters Score -2.268527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 174289 members 
Entering Unmasked Estep 
Score: -22685270.000000 Penalty: 5991.122070
	Iteration 24Q: 3 clusters Score -2.268527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -22685250.000000 Penalty: 5991.122070
	Iteration 25Q: 3 clusters Score -2.268525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 174347 members 
Entering Unmasked Estep 
Score: -22685234.000000 Penalty: 5991.122070
	Iteration 26Q: 3 clusters Score -2.268523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -22685232.000000 Penalty: 5991.122070
	Iteration 27Q: 3 clusters Score -2.268523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 174385 members 
Entering Unmasked Estep 
Score: -22685216.000000 Penalty: 5991.122070
	Iteration 28Q: 3 clusters Score -2.268522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -22685230.000000 Penalty: 5991.122070
	Iteration 29Q: 3 clusters Score -2.268523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -22685236.000000 Penalty: 5991.122070
	Iteration 30Q: 3 clusters Score -2.268524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -22685246.000000 Penalty: 5991.122070
	Iteration 31Q: 3 clusters Score -2.268525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -22685246.000000 Penalty: 5991.122070
	Iteration 32Q: 3 clusters Score -2.268525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -22685238.000000 Penalty: 5991.122070
	Iteration 33Q: 3 clusters Score -2.268524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -22685238.000000 Penalty: 5991.122070
	Iteration 34F: 3 clusters Score -2.268524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Entering Unmasked Estep 
Score: -21613442.000000 Penalty: 2981.768799
	Iteration 0F: 2 clusters Score -2.161344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -21504200.000000 Penalty: 5963.537598
	Iteration 0F: 3 clusters Score -2.15042e+07 nChanged 79531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -21550698.000000 Penalty: 5963.537598
	Iteration 1F: 3 clusters Score -2.15507e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -21551206.000000 Penalty: 5963.537598
	Iteration 2Q: 3 clusters Score -2.155121e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -21551900.000000 Penalty: 5963.537598
	Iteration 3Q: 3 clusters Score -2.15519e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -21552584.000000 Penalty: 5963.537598
	Iteration 4Q: 3 clusters Score -2.155258e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -21553478.000000 Penalty: 5963.537598
	Iteration 5Q: 3 clusters Score -2.155348e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -21554862.000000 Penalty: 5963.537598
	Iteration 6Q: 3 clusters Score -2.155486e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -21556604.000000 Penalty: 5963.537598
	Iteration 7Q: 3 clusters Score -2.15566e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -21559396.000000 Penalty: 5963.537598
	Iteration 8Q: 3 clusters Score -2.15594e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -21564158.000000 Penalty: 5963.537598
	Iteration 9Q: 3 clusters Score -2.156416e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -21571752.000000 Penalty: 5963.537598
	Iteration 10F: 3 clusters Score -2.157175e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -21579784.000000 Penalty: 5963.537598
	Iteration 11F: 3 clusters Score -2.157978e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -21584594.000000 Penalty: 5963.537598
	Iteration 12F: 3 clusters Score -2.158459e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -21586522.000000 Penalty: 5963.537598
	Iteration 13Q: 3 clusters Score -2.158652e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -21587414.000000 Penalty: 5963.537598
	Iteration 14Q: 3 clusters Score -2.158741e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -21587932.000000 Penalty: 5963.537598
	Iteration 15Q: 3 clusters Score -2.158793e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -21588524.000000 Penalty: 5963.537598
	Iteration 16Q: 3 clusters Score -2.158852e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -21589132.000000 Penalty: 5963.537598
	Iteration 17Q: 3 clusters Score -2.158913e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -21589686.000000 Penalty: 5963.537598
	Iteration 18Q: 3 clusters Score -2.158969e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -21590376.000000 Penalty: 5963.537598
	Iteration 19Q: 3 clusters Score -2.159038e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -21591190.000000 Penalty: 5963.537598
	Iteration 20F: 3 clusters Score -2.159119e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -21592006.000000 Penalty: 5963.537598
	Iteration 21Q: 3 clusters Score -2.159201e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -21592920.000000 Penalty: 5963.537598
	Iteration 22Q: 3 clusters Score -2.159292e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -21593812.000000 Penalty: 5963.537598
	Iteration 23Q: 3 clusters Score -2.159381e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -21594832.000000 Penalty: 5963.537598
	Iteration 24Q: 3 clusters Score -2.159483e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -21595858.000000 Penalty: 5963.537598
	Iteration 25Q: 3 clusters Score -2.159586e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -21597156.000000 Penalty: 5963.537598
	Iteration 26Q: 3 clusters Score -2.159716e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -21598380.000000 Penalty: 5963.537598
	Iteration 27Q: 3 clusters Score -2.159838e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -21599564.000000 Penalty: 5963.537598
	Iteration 28Q: 3 clusters Score -2.159956e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -21601038.000000 Penalty: 5963.537598
	Iteration 29Q: 3 clusters Score -2.160104e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -21602184.000000 Penalty: 5963.537598
	Iteration 30Q: 3 clusters Score -2.160218e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -21602922.000000 Penalty: 5963.537598
	Iteration 31Q: 3 clusters Score -2.160292e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -21603258.000000 Penalty: 5963.537598
	Iteration 32Q: 3 clusters Score -2.160326e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -21603598.000000 Penalty: 5963.537598
	Iteration 33Q: 3 clusters Score -2.16036e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -21603722.000000 Penalty: 5963.537598
	Iteration 34Q: 3 clusters Score -2.160372e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -21603848.000000 Penalty: 5963.537598
	Iteration 35Q: 3 clusters Score -2.160385e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -21604014.000000 Penalty: 5963.537598
	Iteration 36Q: 3 clusters Score -2.160401e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -21604054.000000 Penalty: 5963.537598
	Iteration 37Q: 3 clusters Score -2.160405e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -21604104.000000 Penalty: 5963.537598
	Iteration 38Q: 3 clusters Score -2.16041e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -21604126.000000 Penalty: 5963.537598
	Iteration 39Q: 3 clusters Score -2.160413e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -21604298.000000 Penalty: 5963.537598
	Iteration 40F: 3 clusters Score -2.16043e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -21604340.000000 Penalty: 5963.537598
	Iteration 41Q: 3 clusters Score -2.160434e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -21604334.000000 Penalty: 5963.537598
	Iteration 42Q: 3 clusters Score -2.160433e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -21604352.000000 Penalty: 5963.537598
	Iteration 43Q: 3 clusters Score -2.160435e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -21604454.000000 Penalty: 5963.537598
	Iteration 44Q: 3 clusters Score -2.160445e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -21604446.000000 Penalty: 5963.537598
	Iteration 45Q: 3 clusters Score -2.160445e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -21604438.000000 Penalty: 5963.537598
	Iteration 46Q: 3 clusters Score -2.160444e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -21604426.000000 Penalty: 5963.537598
	Iteration 47Q: 3 clusters Score -2.160443e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -21604390.000000 Penalty: 5963.537598
	Iteration 48Q: 3 clusters Score -2.160439e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -21604446.000000 Penalty: 5963.537598
	Iteration 49Q: 3 clusters Score -2.160445e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -21604430.000000 Penalty: 5963.537598
	Iteration 50Q: 3 clusters Score -2.160443e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -21604468.000000 Penalty: 5963.537598
	Iteration 51Q: 3 clusters Score -2.160447e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -21604532.000000 Penalty: 5963.537598
	Iteration 52Q: 3 clusters Score -2.160453e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 91950 members 
Entering Unmasked Estep 
Score: -21604568.000000 Penalty: 5963.537598
	Iteration 53Q: 3 clusters Score -2.160457e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -21604592.000000 Penalty: 5963.537598
	Iteration 54Q: 3 clusters Score -2.160459e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -21604598.000000 Penalty: 5963.537598
	Iteration 55Q: 3 clusters Score -2.16046e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -21604632.000000 Penalty: 5963.537598
	Iteration 56Q: 3 clusters Score -2.160463e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -21604702.000000 Penalty: 5963.537598
	Iteration 57Q: 3 clusters Score -2.16047e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -21604674.000000 Penalty: 5963.537598
	Iteration 58Q: 3 clusters Score -2.160467e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -21604704.000000 Penalty: 5963.537598
	Iteration 59Q: 3 clusters Score -2.16047e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -21604788.000000 Penalty: 5963.537598
	Iteration 60F: 3 clusters Score -2.160479e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -21604868.000000 Penalty: 5963.537598
	Iteration 61Q: 3 clusters Score -2.160487e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -21604980.000000 Penalty: 5963.537598
	Iteration 62Q: 3 clusters Score -2.160498e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -21605020.000000 Penalty: 5963.537598
	Iteration 63Q: 3 clusters Score -2.160502e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -21605114.000000 Penalty: 5963.537598
	Iteration 64Q: 3 clusters Score -2.160511e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -21605150.000000 Penalty: 5963.537598
	Iteration 65Q: 3 clusters Score -2.160515e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -21605240.000000 Penalty: 5963.537598
	Iteration 66Q: 3 clusters Score -2.160524e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -21605430.000000 Penalty: 5963.537598
	Iteration 67Q: 3 clusters Score -2.160543e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -21605508.000000 Penalty: 5963.537598
	Iteration 68Q: 3 clusters Score -2.160551e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -21605540.000000 Penalty: 5963.537598
	Iteration 69Q: 3 clusters Score -2.160554e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -21605558.000000 Penalty: 5963.537598
	Iteration 70Q: 3 clusters Score -2.160556e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -21605618.000000 Penalty: 5963.537598
	Iteration 71Q: 3 clusters Score -2.160562e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -21605696.000000 Penalty: 5963.537598
	Iteration 72Q: 3 clusters Score -2.16057e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -21605804.000000 Penalty: 5963.537598
	Iteration 73Q: 3 clusters Score -2.16058e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -21605934.000000 Penalty: 5963.537598
	Iteration 74Q: 3 clusters Score -2.160593e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -21606172.000000 Penalty: 5963.537598
	Iteration 75Q: 3 clusters Score -2.160617e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -21606320.000000 Penalty: 5963.537598
	Iteration 76Q: 3 clusters Score -2.160632e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -21606490.000000 Penalty: 5963.537598
	Iteration 77Q: 3 clusters Score -2.160649e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -21606480.000000 Penalty: 5963.537598
	Iteration 78Q: 3 clusters Score -2.160648e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -21606632.000000 Penalty: 5963.537598
	Iteration 79Q: 3 clusters Score -2.160663e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -21606824.000000 Penalty: 5963.537598
	Iteration 80F: 3 clusters Score -2.160682e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -21606892.000000 Penalty: 5963.537598
	Iteration 81Q: 3 clusters Score -2.160689e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 118440 members 
Entering Unmasked Estep 
Score: -21607050.000000 Penalty: 5963.537598
	Iteration 82Q: 3 clusters Score -2.160705e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -21607150.000000 Penalty: 5963.537598
	Iteration 83Q: 3 clusters Score -2.160715e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -21607274.000000 Penalty: 5963.537598
	Iteration 84Q: 3 clusters Score -2.160727e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -21607478.000000 Penalty: 5963.537598
	Iteration 85Q: 3 clusters Score -2.160748e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 122588 members 
Entering Unmasked Estep 
Score: -21607466.000000 Penalty: 5963.537598
	Iteration 86Q: 3 clusters Score -2.160747e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -21607522.000000 Penalty: 5963.537598
	Iteration 87Q: 3 clusters Score -2.160752e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -21607530.000000 Penalty: 5963.537598
	Iteration 88Q: 3 clusters Score -2.160753e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -21607618.000000 Penalty: 5963.537598
	Iteration 89Q: 3 clusters Score -2.160762e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -21607740.000000 Penalty: 5963.537598
	Iteration 90Q: 3 clusters Score -2.160774e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 127198 members 
Entering Unmasked Estep 
Score: -21607842.000000 Penalty: 5963.537598
	Iteration 91Q: 3 clusters Score -2.160784e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 128080 members 
Entering Unmasked Estep 
Score: -21607864.000000 Penalty: 5963.537598
	Iteration 92Q: 3 clusters Score -2.160786e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 128966 members 
Entering Unmasked Estep 
Score: -21607894.000000 Penalty: 5963.537598
	Iteration 93Q: 3 clusters Score -2.160789e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -21607940.000000 Penalty: 5963.537598
	Iteration 94Q: 3 clusters Score -2.160794e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -21608108.000000 Penalty: 5963.537598
	Iteration 95Q: 3 clusters Score -2.160811e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -21608242.000000 Penalty: 5963.537598
	Iteration 96Q: 3 clusters Score -2.160824e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -21608318.000000 Penalty: 5963.537598
	Iteration 97Q: 3 clusters Score -2.160832e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -21608502.000000 Penalty: 5963.537598
	Iteration 98Q: 3 clusters Score -2.16085e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -21608584.000000 Penalty: 5963.537598
	Iteration 99Q: 3 clusters Score -2.160858e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 135066 members 
Entering Unmasked Estep 
Score: -21608656.000000 Penalty: 5963.537598
	Iteration 100F: 3 clusters Score -2.160866e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -21608716.000000 Penalty: 5963.537598
	Iteration 101Q: 3 clusters Score -2.160872e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -21608796.000000 Penalty: 5963.537598
	Iteration 102Q: 3 clusters Score -2.16088e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -21608908.000000 Penalty: 5963.537598
	Iteration 103Q: 3 clusters Score -2.160891e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 138119 members 
Entering Unmasked Estep 
Score: -21608958.000000 Penalty: 5963.537598
	Iteration 104Q: 3 clusters Score -2.160896e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 138817 members 
Entering Unmasked Estep 
Score: -21609020.000000 Penalty: 5963.537598
	Iteration 105Q: 3 clusters Score -2.160902e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -21609086.000000 Penalty: 5963.537598
	Iteration 106Q: 3 clusters Score -2.160909e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 140209 members 
Entering Unmasked Estep 
Score: -21609140.000000 Penalty: 5963.537598
	Iteration 107Q: 3 clusters Score -2.160914e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 140958 members 
Entering Unmasked Estep 
Score: -21609184.000000 Penalty: 5963.537598
	Iteration 108Q: 3 clusters Score -2.160918e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -21609268.000000 Penalty: 5963.537598
	Iteration 109Q: 3 clusters Score -2.160927e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 142410 members 
Entering Unmasked Estep 
Score: -21609412.000000 Penalty: 5963.537598
	Iteration 110Q: 3 clusters Score -2.160941e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 143120 members 
Entering Unmasked Estep 
Score: -21609462.000000 Penalty: 5963.537598
	Iteration 111Q: 3 clusters Score -2.160946e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -21609564.000000 Penalty: 5963.537598
	Iteration 112Q: 3 clusters Score -2.160956e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -21609668.000000 Penalty: 5963.537598
	Iteration 113Q: 3 clusters Score -2.160967e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -21609760.000000 Penalty: 5963.537598
	Iteration 114Q: 3 clusters Score -2.160976e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -21609808.000000 Penalty: 5963.537598
	Iteration 115Q: 3 clusters Score -2.160981e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -21609914.000000 Penalty: 5963.537598
	Iteration 116Q: 3 clusters Score -2.160991e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 146901 members 
Entering Unmasked Estep 
Score: -21609980.000000 Penalty: 5963.537598
	Iteration 117Q: 3 clusters Score -2.160998e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -21610004.000000 Penalty: 5963.537598
	Iteration 118Q: 3 clusters Score -2.161e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -21610078.000000 Penalty: 5963.537598
	Iteration 119Q: 3 clusters Score -2.161008e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 148588 members 
Entering Unmasked Estep 
Score: -21610110.000000 Penalty: 5963.537598
	Iteration 120F: 3 clusters Score -2.161011e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 149065 members 
Entering Unmasked Estep 
Score: -21610102.000000 Penalty: 5963.537598
	Iteration 121Q: 3 clusters Score -2.16101e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 149542 members 
Entering Unmasked Estep 
Score: -21610184.000000 Penalty: 5963.537598
	Iteration 122Q: 3 clusters Score -2.161018e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -21610174.000000 Penalty: 5963.537598
	Iteration 123Q: 3 clusters Score -2.161017e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -21610208.000000 Penalty: 5963.537598
	Iteration 124Q: 3 clusters Score -2.161021e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -21610246.000000 Penalty: 5963.537598
	Iteration 125Q: 3 clusters Score -2.161025e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 151275 members 
Entering Unmasked Estep 
Score: -21610320.000000 Penalty: 5963.537598
	Iteration 126Q: 3 clusters Score -2.161032e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -21610302.000000 Penalty: 5963.537598
	Iteration 127Q: 3 clusters Score -2.16103e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 152227 members 
Entering Unmasked Estep 
Score: -21610316.000000 Penalty: 5963.537598
	Iteration 128Q: 3 clusters Score -2.161032e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -21610342.000000 Penalty: 5963.537598
	Iteration 129Q: 3 clusters Score -2.161034e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -21610296.000000 Penalty: 5963.537598
	Iteration 130Q: 3 clusters Score -2.16103e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -21610308.000000 Penalty: 5963.537598
	Iteration 131Q: 3 clusters Score -2.161031e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -21610378.000000 Penalty: 5963.537598
	Iteration 132Q: 3 clusters Score -2.161038e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21610400.000000 Penalty: 5963.537598
	Iteration 133Q: 3 clusters Score -2.16104e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -21610464.000000 Penalty: 5963.537598
	Iteration 134Q: 3 clusters Score -2.161046e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -21610506.000000 Penalty: 5963.537598
	Iteration 135Q: 3 clusters Score -2.161051e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -21610518.000000 Penalty: 5963.537598
	Iteration 136Q: 3 clusters Score -2.161052e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -21610524.000000 Penalty: 5963.537598
	Iteration 137Q: 3 clusters Score -2.161052e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -21610578.000000 Penalty: 5963.537598
	Iteration 138Q: 3 clusters Score -2.161058e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -21610676.000000 Penalty: 5963.537598
	Iteration 139Q: 3 clusters Score -2.161068e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -21610726.000000 Penalty: 5963.537598
	Iteration 140F: 3 clusters Score -2.161073e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -21610794.000000 Penalty: 5963.537598
	Iteration 141Q: 3 clusters Score -2.161079e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -21610814.000000 Penalty: 5963.537598
	Iteration 142Q: 3 clusters Score -2.161081e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -21610820.000000 Penalty: 5963.537598
	Iteration 143Q: 3 clusters Score -2.161082e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -21610868.000000 Penalty: 5963.537598
	Iteration 144Q: 3 clusters Score -2.161087e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -21610890.000000 Penalty: 5963.537598
	Iteration 145Q: 3 clusters Score -2.161089e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -21610940.000000 Penalty: 5963.537598
	Iteration 146Q: 3 clusters Score -2.161094e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -21610956.000000 Penalty: 5963.537598
	Iteration 147Q: 3 clusters Score -2.161096e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -21610962.000000 Penalty: 5963.537598
	Iteration 148Q: 3 clusters Score -2.161096e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -21610976.000000 Penalty: 5963.537598
	Iteration 149Q: 3 clusters Score -2.161098e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -21611002.000000 Penalty: 5963.537598
	Iteration 150Q: 3 clusters Score -2.1611e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -21611064.000000 Penalty: 5963.537598
	Iteration 151Q: 3 clusters Score -2.161106e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -21611050.000000 Penalty: 5963.537598
	Iteration 152Q: 3 clusters Score -2.161105e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -21611044.000000 Penalty: 5963.537598
	Iteration 153Q: 3 clusters Score -2.161104e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -21611062.000000 Penalty: 5963.537598
	Iteration 154Q: 3 clusters Score -2.161106e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -21611050.000000 Penalty: 5963.537598
	Iteration 155Q: 3 clusters Score -2.161105e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -21611064.000000 Penalty: 5963.537598
	Iteration 156Q: 3 clusters Score -2.161106e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -21611138.000000 Penalty: 5963.537598
	Iteration 157Q: 3 clusters Score -2.161114e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -21611118.000000 Penalty: 5963.537598
	Iteration 158Q: 3 clusters Score -2.161112e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -21611148.000000 Penalty: 5963.537598
	Iteration 159Q: 3 clusters Score -2.161115e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -21611212.000000 Penalty: 5963.537598
	Iteration 160F: 3 clusters Score -2.161121e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -21611238.000000 Penalty: 5963.537598
	Iteration 161Q: 3 clusters Score -2.161124e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -21611236.000000 Penalty: 5963.537598
	Iteration 162Q: 3 clusters Score -2.161124e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -21611258.000000 Penalty: 5963.537598
	Iteration 163Q: 3 clusters Score -2.161126e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -21611270.000000 Penalty: 5963.537598
	Iteration 164Q: 3 clusters Score -2.161127e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -21611304.000000 Penalty: 5963.537598
	Iteration 165Q: 3 clusters Score -2.16113e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -21611302.000000 Penalty: 5963.537598
	Iteration 166Q: 3 clusters Score -2.16113e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -21611316.000000 Penalty: 5963.537598
	Iteration 167Q: 3 clusters Score -2.161132e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -21611364.000000 Penalty: 5963.537598
	Iteration 168Q: 3 clusters Score -2.161136e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -21611400.000000 Penalty: 5963.537598
	Iteration 169Q: 3 clusters Score -2.16114e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 164236 members 
Entering Unmasked Estep 
Score: -21611436.000000 Penalty: 5963.537598
	Iteration 170Q: 3 clusters Score -2.161144e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -21611440.000000 Penalty: 5963.537598
	Iteration 171Q: 3 clusters Score -2.161144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -21611442.000000 Penalty: 5963.537598
	Iteration 172Q: 3 clusters Score -2.161144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -21611452.000000 Penalty: 5963.537598
	Iteration 173Q: 3 clusters Score -2.161145e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 164423 members 
Entering Unmasked Estep 
Score: -21611458.000000 Penalty: 5963.537598
	Iteration 174Q: 3 clusters Score -2.161146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5963.537598
	Iteration 175Q: 3 clusters Score -2.161146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -21611474.000000 Penalty: 5963.537598
	Iteration 176Q: 3 clusters Score -2.161147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -21611466.000000 Penalty: 5963.537598
	Iteration 177Q: 3 clusters Score -2.161147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21611466.000000 Penalty: 5963.537598
	Iteration 178Q: 3 clusters Score -2.161147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -21611472.000000 Penalty: 5963.537598
	Iteration 179Q: 3 clusters Score -2.161147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -21611450.000000 Penalty: 5963.537598
	Iteration 180F: 3 clusters Score -2.161145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -21611468.000000 Penalty: 5963.537598
	Iteration 181Q: 3 clusters Score -2.161147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -21611480.000000 Penalty: 5963.537598
	Iteration 182Q: 3 clusters Score -2.161148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -21611474.000000 Penalty: 5963.537598
	Iteration 183Q: 3 clusters Score -2.161147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -21611438.000000 Penalty: 5963.537598
	Iteration 184Q: 3 clusters Score -2.161144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 164595 members 
Entering Unmasked Estep 
Score: -21611438.000000 Penalty: 5963.537598
	Iteration 185Q: 3 clusters Score -2.161144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -21611444.000000 Penalty: 5963.537598
	Iteration 186Q: 3 clusters Score -2.161144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -21611428.000000 Penalty: 5963.537598
	Iteration 187Q: 3 clusters Score -2.161143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -21611418.000000 Penalty: 5963.537598
	Iteration 188Q: 3 clusters Score -2.161142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 164632 members 
Entering Unmasked Estep 
Score: -21611432.000000 Penalty: 5963.537598
	Iteration 189Q: 3 clusters Score -2.161143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -21611438.000000 Penalty: 5963.537598
	Iteration 190Q: 3 clusters Score -2.161144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -21611436.000000 Penalty: 5963.537598
	Iteration 191Q: 3 clusters Score -2.161144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 164651 members 
Entering Unmasked Estep 
Score: -21611440.000000 Penalty: 5963.537598
	Iteration 192Q: 3 clusters Score -2.161144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -21611448.000000 Penalty: 5963.537598
	Iteration 193Q: 3 clusters Score -2.161145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -21611450.000000 Penalty: 5963.537598
	Iteration 194Q: 3 clusters Score -2.161145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -21611458.000000 Penalty: 5963.537598
	Iteration 195Q: 3 clusters Score -2.161146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 164665 members 
Entering Unmasked Estep 
Score: -21611464.000000 Penalty: 5963.537598
	Iteration 196Q: 3 clusters Score -2.161146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5963.537598
	Iteration 197Q: 3 clusters Score -2.161146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5963.537598
	Iteration 198F: 3 clusters Score -2.161146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -98723.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -98723.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96949.640625 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -96949.64 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97175.750000 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -97175.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97234.132812 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -97234.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97275.007812 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -97275.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97294.664062 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -97294.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97308.429688 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -97308.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97317.429688 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -97317.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97323.820312 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -97323.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97327.843750 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -97327.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97328.117188 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -97328.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97328.117188 Penalty: 3331.430908
	Iteration 10F: 3 clusters Score -97328.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177591 members 
Entering Unmasked Estep 
Score: -23067106.000000 Penalty: 2997.635010
	Iteration 0F: 2 clusters Score -2.306711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -22953056.000000 Penalty: 5995.270020
	Iteration 0F: 3 clusters Score -2.295306e+07 nChanged 84902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -23001920.000000 Penalty: 5995.270020
	Iteration 1F: 3 clusters Score -2.300192e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -23002772.000000 Penalty: 5995.270020
	Iteration 2Q: 3 clusters Score -2.300277e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -23003628.000000 Penalty: 5995.270020
	Iteration 3Q: 3 clusters Score -2.300363e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -23004628.000000 Penalty: 5995.270020
	Iteration 4Q: 3 clusters Score -2.300463e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -23006194.000000 Penalty: 5995.270020
	Iteration 5Q: 3 clusters Score -2.300619e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -23009234.000000 Penalty: 5995.270020
	Iteration 6Q: 3 clusters Score -2.300923e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -23014582.000000 Penalty: 5995.270020
	Iteration 7F: 3 clusters Score -2.301458e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -23023106.000000 Penalty: 5995.270020
	Iteration 8F: 3 clusters Score -2.302311e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -23034720.000000 Penalty: 5995.270020
	Iteration 9F: 3 clusters Score -2.303472e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -23046288.000000 Penalty: 5995.270020
	Iteration 10F: 3 clusters Score -2.304629e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -23055310.000000 Penalty: 5995.270020
	Iteration 11F: 3 clusters Score -2.305531e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 167602 members 
Entering Unmasked Estep 
Score: -23060516.000000 Penalty: 5995.270020
	Iteration 12Q: 3 clusters Score -2.306052e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -23063050.000000 Penalty: 5995.270020
	Iteration 13Q: 3 clusters Score -2.306305e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -23063914.000000 Penalty: 5995.270020
	Iteration 14Q: 3 clusters Score -2.306391e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -23064352.000000 Penalty: 5995.270020
	Iteration 15Q: 3 clusters Score -2.306435e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 176466 members 
Entering Unmasked Estep 
Score: -23064544.000000 Penalty: 5995.270020
	Iteration 16Q: 3 clusters Score -2.306454e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -23064594.000000 Penalty: 5995.270020
	Iteration 17Q: 3 clusters Score -2.306459e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -23064638.000000 Penalty: 5995.270020
	Iteration 18Q: 3 clusters Score -2.306464e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -23064664.000000 Penalty: 5995.270020
	Iteration 19Q: 3 clusters Score -2.306466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -23064682.000000 Penalty: 5995.270020
	Iteration 20F: 3 clusters Score -2.306468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -23064700.000000 Penalty: 5995.270020
	Iteration 21Q: 3 clusters Score -2.30647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -23064702.000000 Penalty: 5995.270020
	Iteration 22Q: 3 clusters Score -2.30647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -23064696.000000 Penalty: 5995.270020
	Iteration 23Q: 3 clusters Score -2.30647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -23064710.000000 Penalty: 5995.270020
	Iteration 24Q: 3 clusters Score -2.306471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -23064710.000000 Penalty: 5995.270020
	Iteration 25Q: 3 clusters Score -2.306471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -23064730.000000 Penalty: 5995.270020
	Iteration 26Q: 3 clusters Score -2.306473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 177223 members 
Entering Unmasked Estep 
Score: -23064726.000000 Penalty: 5995.270020
	Iteration 27Q: 3 clusters Score -2.306473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -23064726.000000 Penalty: 5995.270020
	Iteration 28Q: 3 clusters Score -2.306473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -23064720.000000 Penalty: 5995.270020
	Iteration 29Q: 3 clusters Score -2.306472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 177229 members 
Entering Unmasked Estep 
Score: -23064708.000000 Penalty: 5995.270020
	Iteration 30Q: 3 clusters Score -2.306471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -23064712.000000 Penalty: 5995.270020
	Iteration 31Q: 3 clusters Score -2.306471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -23064722.000000 Penalty: 5995.270020
	Iteration 32Q: 3 clusters Score -2.306472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 177237 members 
Entering Unmasked Estep 
Score: -23064728.000000 Penalty: 5995.270020
	Iteration 33Q: 3 clusters Score -2.306473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 177239 members 
Entering Unmasked Estep 
Score: -23064738.000000 Penalty: 5995.270020
	Iteration 34Q: 3 clusters Score -2.306474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -23064726.000000 Penalty: 5995.270020
	Iteration 35Q: 3 clusters Score -2.306473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -23064742.000000 Penalty: 5995.270020
	Iteration 36Q: 3 clusters Score -2.306474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -23064736.000000 Penalty: 5995.270020
	Iteration 37Q: 3 clusters Score -2.306474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -23064746.000000 Penalty: 5995.270020
	Iteration 38Q: 3 clusters Score -2.306475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -23064754.000000 Penalty: 5995.270020
	Iteration 39Q: 3 clusters Score -2.306475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -23064756.000000 Penalty: 5995.270020
	Iteration 40F: 3 clusters Score -2.306476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 177248 members 
Entering Unmasked Estep 
Score: -23064754.000000 Penalty: 5995.270020
	Iteration 41Q: 3 clusters Score -2.306475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -23064762.000000 Penalty: 5995.270020
	Iteration 42Q: 3 clusters Score -2.306476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -23064762.000000 Penalty: 5995.270020
	Iteration 43F: 3 clusters Score -2.306476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Entering Unmasked Estep 
Score: -2482197.500000 Penalty: 2446.740723
	Iteration 0F: 2 clusters Score -2482198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2468542.000000 Penalty: 4893.481445
	Iteration 0F: 3 clusters Score -2468542 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2473343.000000 Penalty: 4893.481445
	Iteration 1F: 3 clusters Score -2473343 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2474055.000000 Penalty: 4893.481445
	Iteration 2F: 3 clusters Score -2474055 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2474854.000000 Penalty: 4893.481445
	Iteration 3F: 3 clusters Score -2474854 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2475747.000000 Penalty: 4893.481445
	Iteration 4F: 3 clusters Score -2475747 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2476789.750000 Penalty: 4893.481445
	Iteration 5F: 3 clusters Score -2476790 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2477947.750000 Penalty: 4893.481445
	Iteration 6F: 3 clusters Score -2477948 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2479035.250000 Penalty: 4893.481445
	Iteration 7F: 3 clusters Score -2479035 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2479693.000000 Penalty: 4893.481445
	Iteration 8Q: 3 clusters Score -2479693 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2479994.500000 Penalty: 4893.481445
	Iteration 9Q: 3 clusters Score -2479994 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2480114.000000 Penalty: 4893.481445
	Iteration 10Q: 3 clusters Score -2480114 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2480176.000000 Penalty: 4893.481445
	Iteration 11Q: 3 clusters Score -2480176 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2480218.000000 Penalty: 4893.481445
	Iteration 12Q: 3 clusters Score -2480218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2480242.750000 Penalty: 4893.481445
	Iteration 13Q: 3 clusters Score -2480243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2480264.500000 Penalty: 4893.481445
	Iteration 14Q: 3 clusters Score -2480264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2480279.250000 Penalty: 4893.481445
	Iteration 15Q: 3 clusters Score -2480279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2480283.500000 Penalty: 4893.481445
	Iteration 16Q: 3 clusters Score -2480284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2480298.000000 Penalty: 4893.481445
	Iteration 17Q: 3 clusters Score -2480298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2480303.000000 Penalty: 4893.481445
	Iteration 18Q: 3 clusters Score -2480303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2480309.750000 Penalty: 4893.481445
	Iteration 19Q: 3 clusters Score -2480310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2480317.750000 Penalty: 4893.481445
	Iteration 20F: 3 clusters Score -2480318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2480321.250000 Penalty: 4893.481445
	Iteration 21Q: 3 clusters Score -2480321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2480323.750000 Penalty: 4893.481445
	Iteration 22Q: 3 clusters Score -2480324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2480332.500000 Penalty: 4893.481445
	Iteration 23Q: 3 clusters Score -2480332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2480334.000000 Penalty: 4893.481445
	Iteration 24Q: 3 clusters Score -2480334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2480339.250000 Penalty: 4893.481445
	Iteration 25Q: 3 clusters Score -2480339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2480347.250000 Penalty: 4893.481445
	Iteration 26Q: 3 clusters Score -2480347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2480352.500000 Penalty: 4893.481445
	Iteration 27Q: 3 clusters Score -2480352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2480357.750000 Penalty: 4893.481445
	Iteration 28Q: 3 clusters Score -2480358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2480364.000000 Penalty: 4893.481445
	Iteration 29Q: 3 clusters Score -2480364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2480374.750000 Penalty: 4893.481445
	Iteration 30Q: 3 clusters Score -2480375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2480380.750000 Penalty: 4893.481445
	Iteration 31Q: 3 clusters Score -2480381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2480387.250000 Penalty: 4893.481445
	Iteration 32Q: 3 clusters Score -2480387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2480390.500000 Penalty: 4893.481445
	Iteration 33Q: 3 clusters Score -2480390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2480396.000000 Penalty: 4893.481445
	Iteration 34Q: 3 clusters Score -2480396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2480397.250000 Penalty: 4893.481445
	Iteration 35Q: 3 clusters Score -2480397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2480403.750000 Penalty: 4893.481445
	Iteration 36Q: 3 clusters Score -2480404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2480409.000000 Penalty: 4893.481445
	Iteration 37Q: 3 clusters Score -2480409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2480414.000000 Penalty: 4893.481445
	Iteration 38Q: 3 clusters Score -2480414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2480416.750000 Penalty: 4893.481445
	Iteration 39Q: 3 clusters Score -2480417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2480429.750000 Penalty: 4893.481445
	Iteration 40F: 3 clusters Score -2480430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2480430.750000 Penalty: 4893.481445
	Iteration 41Q: 3 clusters Score -2480431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2480430.500000 Penalty: 4893.481445
	Iteration 42Q: 3 clusters Score -2480430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2480447.750000 Penalty: 4893.481445
	Iteration 43Q: 3 clusters Score -2480448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2480469.500000 Penalty: 4893.481445
	Iteration 44Q: 3 clusters Score -2480470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2480497.500000 Penalty: 4893.481445
	Iteration 45Q: 3 clusters Score -2480498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2480530.500000 Penalty: 4893.481445
	Iteration 46Q: 3 clusters Score -2480530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2480583.250000 Penalty: 4893.481445
	Iteration 47Q: 3 clusters Score -2480583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2480653.000000 Penalty: 4893.481445
	Iteration 48Q: 3 clusters Score -2480653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2480712.000000 Penalty: 4893.481445
	Iteration 49Q: 3 clusters Score -2480712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2480764.000000 Penalty: 4893.481445
	Iteration 50Q: 3 clusters Score -2480764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2480802.000000 Penalty: 4893.481445
	Iteration 51Q: 3 clusters Score -2480802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2480844.250000 Penalty: 4893.481445
	Iteration 52Q: 3 clusters Score -2480844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2480863.750000 Penalty: 4893.481445
	Iteration 53Q: 3 clusters Score -2480864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2480889.750000 Penalty: 4893.481445
	Iteration 54Q: 3 clusters Score -2480890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2480899.500000 Penalty: 4893.481445
	Iteration 55Q: 3 clusters Score -2480900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2480910.500000 Penalty: 4893.481445
	Iteration 56Q: 3 clusters Score -2480910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2480917.500000 Penalty: 4893.481445
	Iteration 57Q: 3 clusters Score -2480918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2480920.250000 Penalty: 4893.481445
	Iteration 58Q: 3 clusters Score -2480920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2480922.500000 Penalty: 4893.481445
	Iteration 59Q: 3 clusters Score -2480922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2480927.000000 Penalty: 4893.481445
	Iteration 60F: 3 clusters Score -2480927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2480929.750000 Penalty: 4893.481445
	Iteration 61Q: 3 clusters Score -2480930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2480933.750000 Penalty: 4893.481445
	Iteration 62Q: 3 clusters Score -2480934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2480938.750000 Penalty: 4893.481445
	Iteration 63Q: 3 clusters Score -2480939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2480941.750000 Penalty: 4893.481445
	Iteration 64Q: 3 clusters Score -2480942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2480940.750000 Penalty: 4893.481445
	Iteration 65Q: 3 clusters Score -2480941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2480940.750000 Penalty: 4893.481445
	Iteration 66F: 3 clusters Score -2480941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -569750.437500 Penalty: 2088.492920
	Iteration 0F: 2 clusters Score -569750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -565520.750000 Penalty: 4176.985840
	Iteration 0F: 3 clusters Score -565520.8 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -566538.562500 Penalty: 4176.985840
	Iteration 1F: 3 clusters Score -566538.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -566742.375000 Penalty: 4176.985840
	Iteration 2F: 3 clusters Score -566742.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -566864.000000 Penalty: 4176.985840
	Iteration 3Q: 3 clusters Score -566864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -566950.875000 Penalty: 4176.985840
	Iteration 4Q: 3 clusters Score -566950.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -567009.250000 Penalty: 4176.985840
	Iteration 5Q: 3 clusters Score -567009.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -567058.125000 Penalty: 4176.985840
	Iteration 6Q: 3 clusters Score -567058.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -567108.562500 Penalty: 4176.985840
	Iteration 7Q: 3 clusters Score -567108.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -567155.812500 Penalty: 4176.985840
	Iteration 8Q: 3 clusters Score -567155.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -567191.937500 Penalty: 4176.985840
	Iteration 9Q: 3 clusters Score -567191.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -567235.625000 Penalty: 4176.985840
	Iteration 10Q: 3 clusters Score -567235.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -567274.937500 Penalty: 4176.985840
	Iteration 11Q: 3 clusters Score -567274.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -567311.375000 Penalty: 4176.985840
	Iteration 12Q: 3 clusters Score -567311.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -567344.500000 Penalty: 4176.985840
	Iteration 13Q: 3 clusters Score -567344.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -567374.062500 Penalty: 4176.985840
	Iteration 14Q: 3 clusters Score -567374.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -567407.500000 Penalty: 4176.985840
	Iteration 15Q: 3 clusters Score -567407.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -567455.187500 Penalty: 4176.985840
	Iteration 16Q: 3 clusters Score -567455.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -567511.812500 Penalty: 4176.985840
	Iteration 17Q: 3 clusters Score -567511.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -567556.750000 Penalty: 4176.985840
	Iteration 18Q: 3 clusters Score -567556.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -567611.562500 Penalty: 4176.985840
	Iteration 19Q: 3 clusters Score -567611.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -567658.312500 Penalty: 4176.985840
	Iteration 20F: 3 clusters Score -567658.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -567713.000000 Penalty: 4176.985840
	Iteration 21Q: 3 clusters Score -567713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -567778.812500 Penalty: 4176.985840
	Iteration 22Q: 3 clusters Score -567778.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -567862.875000 Penalty: 4176.985840
	Iteration 23Q: 3 clusters Score -567862.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -567965.187500 Penalty: 4176.985840
	Iteration 24Q: 3 clusters Score -567965.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -568096.937500 Penalty: 4176.985840
	Iteration 25Q: 3 clusters Score -568096.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -568246.875000 Penalty: 4176.985840
	Iteration 26Q: 3 clusters Score -568246.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -568402.250000 Penalty: 4176.985840
	Iteration 27Q: 3 clusters Score -568402.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -568510.312500 Penalty: 4176.985840
	Iteration 28Q: 3 clusters Score -568510.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -568584.687500 Penalty: 4176.985840
	Iteration 29Q: 3 clusters Score -568584.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -568634.500000 Penalty: 4176.985840
	Iteration 30Q: 3 clusters Score -568634.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -568668.187500 Penalty: 4176.985840
	Iteration 31Q: 3 clusters Score -568668.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -568686.750000 Penalty: 4176.985840
	Iteration 32Q: 3 clusters Score -568686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -568697.000000 Penalty: 4176.985840
	Iteration 33Q: 3 clusters Score -568697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -568703.437500 Penalty: 4176.985840
	Iteration 34Q: 3 clusters Score -568703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -568712.375000 Penalty: 4176.985840
	Iteration 35Q: 3 clusters Score -568712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568716.687500 Penalty: 4176.985840
	Iteration 36Q: 3 clusters Score -568716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -568724.562500 Penalty: 4176.985840
	Iteration 37Q: 3 clusters Score -568724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -568726.375000 Penalty: 4176.985840
	Iteration 38Q: 3 clusters Score -568726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -568729.312500 Penalty: 4176.985840
	Iteration 39F: 3 clusters Score -568729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568734.500000 Penalty: 4176.985840
	Iteration 40F: 3 clusters Score -568734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568735.000000 Penalty: 4176.985840
	Iteration 41Q: 3 clusters Score -568735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568735.187500 Penalty: 4176.985840
	Iteration 42Q: 3 clusters Score -568735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568735.187500 Penalty: 4176.985840
	Iteration 43F: 3 clusters Score -568735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -71243.968750 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -71243.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69581.078125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -69581.08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69783.062500 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -69783.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69887.859375 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -69887.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69947.585938 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -69947.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69991.023438 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -69991.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70026.656250 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -70026.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70065.578125 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -70065.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70082.281250 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -70082.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70095.812500 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -70095.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70104.500000 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -70104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70112.914062 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -70112.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70115.757812 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -70115.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70119.367188 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -70119.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70124.351562 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -70124.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70126.429688 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -70126.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70133.523438 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -70133.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70140.257812 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -70140.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70148.015625 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -70148.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70158.804688 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -70158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70194.906250 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -70194.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70233.781250 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -70233.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70261.804688 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -70261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70297.640625 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -70297.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70322.406250 Penalty: 3194.709473
	Iteration 23Q: 3 clusters Score -70322.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70339.554688 Penalty: 3194.709473
	Iteration 24Q: 3 clusters Score -70339.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70359.625000 Penalty: 3194.709473
	Iteration 25Q: 3 clusters Score -70359.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70381.937500 Penalty: 3194.709473
	Iteration 26Q: 3 clusters Score -70381.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70414.156250 Penalty: 3194.709473
	Iteration 27Q: 3 clusters Score -70414.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70442.429688 Penalty: 3194.709473
	Iteration 28Q: 3 clusters Score -70442.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70465.640625 Penalty: 3194.709473
	Iteration 29Q: 3 clusters Score -70465.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70509.460938 Penalty: 3194.709473
	Iteration 30Q: 3 clusters Score -70509.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70565.187500 Penalty: 3194.709473
	Iteration 31Q: 3 clusters Score -70565.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70604.078125 Penalty: 3194.709473
	Iteration 32Q: 3 clusters Score -70604.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70659.585938 Penalty: 3194.709473
	Iteration 33Q: 3 clusters Score -70659.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70730.335938 Penalty: 3194.709473
	Iteration 34Q: 3 clusters Score -70730.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70829.828125 Penalty: 3194.709473
	Iteration 35Q: 3 clusters Score -70829.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70957.179688 Penalty: 3194.709473
	Iteration 36Q: 3 clusters Score -70957.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71164.640625 Penalty: 3194.709473
	Iteration 37Q: 3 clusters Score -71164.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71314.898438 Penalty: 3194.709473
	Iteration 38Q: 3 clusters Score -71314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71383.234375 Penalty: 3194.709473
	Iteration 39Q: 3 clusters Score -71383.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71507.070312 Penalty: 3194.709473
	Iteration 40F: 3 clusters Score -71507.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71590.773438 Penalty: 3194.709473
	Iteration 41Q: 3 clusters Score -71590.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71703.625000 Penalty: 3194.709473
	Iteration 42Q: 3 clusters Score -71703.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 43Q: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71720.914062 Penalty: 3194.709473
	Iteration 44F: 3 clusters Score -71720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200375 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141573 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59293 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176112 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177591 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 206846 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
Score: -166437904.000000 Penalty: 76877.992188
Splitting cluster 16 changes total score from -166439200.000000 to -166437904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (206846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206846 members 
Entering Unmasked Estep 
Score: -26531146.000000 Penalty: 3035.453125
	Iteration 0F: 2 clusters Score -2.653115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -26399940.000000 Penalty: 6070.906250
	Iteration 0F: 3 clusters Score -2.639994e+07 nChanged 99446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -26458142.000000 Penalty: 6070.906250
	Iteration 1F: 3 clusters Score -2.645814e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -26459774.000000 Penalty: 6070.906250
	Iteration 2Q: 3 clusters Score -2.645977e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -26461760.000000 Penalty: 6070.906250
	Iteration 3Q: 3 clusters Score -2.646176e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -26465520.000000 Penalty: 6070.906250
	Iteration 4Q: 3 clusters Score -2.646552e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133869 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -26472630.000000 Penalty: 6070.906250
	Iteration 5F: 3 clusters Score -2.647263e+07 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148527 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -26484718.000000 Penalty: 6070.906250
	Iteration 6F: 3 clusters Score -2.648472e+07 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -26501452.000000 Penalty: 6070.906250
	Iteration 7F: 3 clusters Score -2.650145e+07 nChanged 15580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179819 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -26516308.000000 Penalty: 6070.906250
	Iteration 8F: 3 clusters Score -2.651631e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189347 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -26524690.000000 Penalty: 6070.906250
	Iteration 9Q: 3 clusters Score -2.652469e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194246 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -26528014.000000 Penalty: 6070.906250
	Iteration 10Q: 3 clusters Score -2.652801e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -26528988.000000 Penalty: 6070.906250
	Iteration 11Q: 3 clusters Score -2.652899e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -26529288.000000 Penalty: 6070.906250
	Iteration 12Q: 3 clusters Score -2.652929e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -26529298.000000 Penalty: 6070.906250
	Iteration 13Q: 3 clusters Score -2.65293e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201900 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -26529334.000000 Penalty: 6070.906250
	Iteration 14Q: 3 clusters Score -2.652933e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202777 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -26529308.000000 Penalty: 6070.906250
	Iteration 15Q: 3 clusters Score -2.652931e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203489 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -26529346.000000 Penalty: 6070.906250
	Iteration 16Q: 3 clusters Score -2.652935e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204012 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26529328.000000 Penalty: 6070.906250
	Iteration 17Q: 3 clusters Score -2.652933e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204385 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -26529328.000000 Penalty: 6070.906250
	Iteration 18Q: 3 clusters Score -2.652933e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204676 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -26529336.000000 Penalty: 6070.906250
	Iteration 19Q: 3 clusters Score -2.652934e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204912 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -26529306.000000 Penalty: 6070.906250
	Iteration 20F: 3 clusters Score -2.652931e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205088 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26529296.000000 Penalty: 6070.906250
	Iteration 21Q: 3 clusters Score -2.65293e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205217 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -26529284.000000 Penalty: 6070.906250
	Iteration 22Q: 3 clusters Score -2.652928e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205339 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -26529280.000000 Penalty: 6070.906250
	Iteration 23Q: 3 clusters Score -2.652928e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205442 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26529318.000000 Penalty: 6070.906250
	Iteration 24Q: 3 clusters Score -2.652932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205515 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -26529276.000000 Penalty: 6070.906250
	Iteration 25Q: 3 clusters Score -2.652928e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -26529290.000000 Penalty: 6070.906250
	Iteration 26Q: 3 clusters Score -2.652929e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205608 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26529310.000000 Penalty: 6070.906250
	Iteration 27Q: 3 clusters Score -2.652931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -26529288.000000 Penalty: 6070.906250
	Iteration 28Q: 3 clusters Score -2.652929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -26529274.000000 Penalty: 6070.906250
	Iteration 29Q: 3 clusters Score -2.652927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205684 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -26529264.000000 Penalty: 6070.906250
	Iteration 30Q: 3 clusters Score -2.652926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205702 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -26529240.000000 Penalty: 6070.906250
	Iteration 31Q: 3 clusters Score -2.652924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205723 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -26529268.000000 Penalty: 6070.906250
	Iteration 32Q: 3 clusters Score -2.652927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -26529246.000000 Penalty: 6070.906250
	Iteration 33Q: 3 clusters Score -2.652925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205760 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -26529242.000000 Penalty: 6070.906250
	Iteration 34Q: 3 clusters Score -2.652924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205773 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -26529240.000000 Penalty: 6070.906250
	Iteration 35Q: 3 clusters Score -2.652924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205778 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -26529220.000000 Penalty: 6070.906250
	Iteration 36Q: 3 clusters Score -2.652922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -26529238.000000 Penalty: 6070.906250
	Iteration 37Q: 3 clusters Score -2.652924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205789 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -26529226.000000 Penalty: 6070.906250
	Iteration 38Q: 3 clusters Score -2.652923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -26529244.000000 Penalty: 6070.906250
	Iteration 39Q: 3 clusters Score -2.652924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205799 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -26529234.000000 Penalty: 6070.906250
	Iteration 40F: 3 clusters Score -2.652923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -26529210.000000 Penalty: 6070.906250
	Iteration 41Q: 3 clusters Score -2.652921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205815 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -26529206.000000 Penalty: 6070.906250
	Iteration 42Q: 3 clusters Score -2.652921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205820 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -26529184.000000 Penalty: 6070.906250
	Iteration 43Q: 3 clusters Score -2.652918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -26529192.000000 Penalty: 6070.906250
	Iteration 44Q: 3 clusters Score -2.652919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205826 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -26529186.000000 Penalty: 6070.906250
	Iteration 45Q: 3 clusters Score -2.652919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205829 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -26529190.000000 Penalty: 6070.906250
	Iteration 46Q: 3 clusters Score -2.652919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -26529212.000000 Penalty: 6070.906250
	Iteration 47Q: 3 clusters Score -2.652921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205836 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -26529202.000000 Penalty: 6070.906250
	Iteration 48Q: 3 clusters Score -2.65292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205839 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -26529180.000000 Penalty: 6070.906250
	Iteration 49Q: 3 clusters Score -2.652918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205841 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -26529190.000000 Penalty: 6070.906250
	Iteration 50Q: 3 clusters Score -2.652919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205842 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -26529190.000000 Penalty: 6070.906250
	Iteration 51Q: 3 clusters Score -2.652919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205843 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -26529178.000000 Penalty: 6070.906250
	Iteration 52Q: 3 clusters Score -2.652918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205845 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -26529176.000000 Penalty: 6070.906250
	Iteration 53Q: 3 clusters Score -2.652918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205847 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -26529182.000000 Penalty: 6070.906250
	Iteration 54Q: 3 clusters Score -2.652918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205849 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -26529174.000000 Penalty: 6070.906250
	Iteration 55Q: 3 clusters Score -2.652917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205850 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -26529172.000000 Penalty: 6070.906250
	Iteration 56Q: 3 clusters Score -2.652917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205850 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -26529172.000000 Penalty: 6070.906250
	Iteration 57F: 3 clusters Score -2.652917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -91311.382812 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -91311.38 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 443 members 
Entering Unmasked Estep 
Score: -89513.585938 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -89513.59 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89953.351562 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -89953.35 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90212.187500 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -90212.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90340.257812 Penalty: 3349.705322
	Iteration 3Q: 3 clusters Score -90340.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90425.007812 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -90425.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90499.757812 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -90499.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90585.945312 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -90585.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90656.632812 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -90656.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90677.242188 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -90677.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90693.015625 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -90693.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90700.914062 Penalty: 3349.705322
	Iteration 10Q: 3 clusters Score -90700.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90705.218750 Penalty: 3349.705322
	Iteration 11Q: 3 clusters Score -90705.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90707.289062 Penalty: 3349.705322
	Iteration 12Q: 3 clusters Score -90707.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90707.289062 Penalty: 3349.705322
	Iteration 13F: 3 clusters Score -90707.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -70436.460938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -70436.46 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 314 members 
Entering Unmasked Estep 
Score: -68820.242188 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -68820.24 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69209.179688 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -69209.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69346.476562 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -69346.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69458.234375 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -69458.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69536.929688 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -69536.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69593.437500 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -69593.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69642.265625 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -69642.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69678.234375 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -69678.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69722.062500 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -69722.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69752.703125 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -69752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69771.437500 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -69771.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69788.015625 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -69788.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69793.875000 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -69793.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69795.742188 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -69795.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69804.414062 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -69804.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69806.406250 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -69806.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69806.406250 Penalty: 3219.398926
	Iteration 16F: 3 clusters Score -69806.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51190.464844 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51190.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49704.890625 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -49704.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49869.097656 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -49869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49937.105469 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -49937.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49965.371094 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -49965.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49978.625000 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -49978.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49981.652344 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -49981.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49985.289062 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -49985.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49989.761719 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -49989.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49992.574219 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -49992.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49992.574219 Penalty: 3027.977295
	Iteration 9F: 3 clusters Score -49992.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -1047537.375000 Penalty: 2246.385010
	Iteration 0F: 2 clusters Score -1047537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1040729.250000 Penalty: 4492.770020
	Iteration 0F: 3 clusters Score -1040729 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1042663.812500 Penalty: 4492.770020
	Iteration 1F: 3 clusters Score -1042664 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1043078.562500 Penalty: 4492.770020
	Iteration 2F: 3 clusters Score -1043079 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1043473.812500 Penalty: 4492.770020
	Iteration 3F: 3 clusters Score -1043474 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1043879.875000 Penalty: 4492.770020
	Iteration 4F: 3 clusters Score -1043880 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1044328.812500 Penalty: 4492.770020
	Iteration 5F: 3 clusters Score -1044329 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1044835.062500 Penalty: 4492.770020
	Iteration 6F: 3 clusters Score -1044835 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1045332.187500 Penalty: 4492.770020
	Iteration 7F: 3 clusters Score -1045332 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1045731.000000 Penalty: 4492.770020
	Iteration 8F: 3 clusters Score -1045731 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1045997.437500 Penalty: 4492.770020
	Iteration 9Q: 3 clusters Score -1045997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1046181.000000 Penalty: 4492.770020
	Iteration 10Q: 3 clusters Score -1046181 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1046281.437500 Penalty: 4492.770020
	Iteration 11Q: 3 clusters Score -1046281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1046345.875000 Penalty: 4492.770020
	Iteration 12Q: 3 clusters Score -1046346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1046393.250000 Penalty: 4492.770020
	Iteration 13Q: 3 clusters Score -1046393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1046418.750000 Penalty: 4492.770020
	Iteration 14Q: 3 clusters Score -1046419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1046435.812500 Penalty: 4492.770020
	Iteration 15Q: 3 clusters Score -1046436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1046447.875000 Penalty: 4492.770020
	Iteration 16Q: 3 clusters Score -1046448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1046455.625000 Penalty: 4492.770020
	Iteration 17Q: 3 clusters Score -1046456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1046461.875000 Penalty: 4492.770020
	Iteration 18Q: 3 clusters Score -1046462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1046463.937500 Penalty: 4492.770020
	Iteration 19Q: 3 clusters Score -1046464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1046470.562500 Penalty: 4492.770020
	Iteration 20F: 3 clusters Score -1046471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1046474.062500 Penalty: 4492.770020
	Iteration 21Q: 3 clusters Score -1046474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1046476.937500 Penalty: 4492.770020
	Iteration 22Q: 3 clusters Score -1046477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1046482.875000 Penalty: 4492.770020
	Iteration 23Q: 3 clusters Score -1046483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1046493.750000 Penalty: 4492.770020
	Iteration 24Q: 3 clusters Score -1046494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1046497.437500 Penalty: 4492.770020
	Iteration 25Q: 3 clusters Score -1046497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1046500.562500 Penalty: 4492.770020
	Iteration 26Q: 3 clusters Score -1046501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1046504.875000 Penalty: 4492.770020
	Iteration 27Q: 3 clusters Score -1046505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1046505.750000 Penalty: 4492.770020
	Iteration 28Q: 3 clusters Score -1046506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1046509.562500 Penalty: 4492.770020
	Iteration 29Q: 3 clusters Score -1046510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1046512.500000 Penalty: 4492.770020
	Iteration 30Q: 3 clusters Score -1046512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1046515.437500 Penalty: 4492.770020
	Iteration 31Q: 3 clusters Score -1046515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1046517.562500 Penalty: 4492.770020
	Iteration 32Q: 3 clusters Score -1046518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1046519.875000 Penalty: 4492.770020
	Iteration 33Q: 3 clusters Score -1046520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1046518.437500 Penalty: 4492.770020
	Iteration 34Q: 3 clusters Score -1046518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1046518.687500 Penalty: 4492.770020
	Iteration 35Q: 3 clusters Score -1046519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1046519.187500 Penalty: 4492.770020
	Iteration 36Q: 3 clusters Score -1046519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1046519.187500 Penalty: 4492.770020
	Iteration 37Q: 3 clusters Score -1046519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1046519.187500 Penalty: 4492.770020
	Iteration 38F: 3 clusters Score -1046519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -36939.585938 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -36939.59 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 192 members 
Entering Unmasked Estep 
Score: -35592.503906 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -35592.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35868.011719 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -35868.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35966.910156 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35966.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36135.250000 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -36135.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36255.339844 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -36255.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36375.761719 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -36375.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36454.992188 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36454.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36546.593750 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36546.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36594.691406 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36594.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36612.199219 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36625.695312 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -36625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36631.062500 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -36631.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36647.363281 Penalty: 2956.658691
	Iteration 12F: 3 clusters Score -36647.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36738.660156 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -36738.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36860.457031 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -36860.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36916.433594 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -36916.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36938.140625 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -36938.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36974.761719 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -36974.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36989.613281 Penalty: 2956.658691
	Iteration 18Q: 3 clusters Score -36989.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36989.613281 Penalty: 2956.658691
	Iteration 19F: 3 clusters Score -36989.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200375 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 3 contains 277 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141573 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59293 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176112 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177591 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206846 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 111 members 
Entering Unmasked Estep 
Score: -166437296.000000 Penalty: 76877.992188
Splitting cluster 22 changes total score from -166439200.000000 to -166437296.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200375 members 
Mstep: Class 2 contains 66706 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141573 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 59293 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176112 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177591 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206846 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439232.000000 Penalty: 73383.539062
Iteration 479Q: 22 clusters Score -1.664392e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200367 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141576 members 
Mstep: Class 6 contains 36718 members 
Mstep: Class 7 contains 59296 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176126 members 
Mstep: Class 11 contains 166585 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177589 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206833 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439280.000000 Penalty: 73383.539062
Iteration 480F: 22 clusters Score -1.664393e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200356 members 
Mstep: Class 2 contains 66708 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141581 members 
Mstep: Class 6 contains 36720 members 
Mstep: Class 7 contains 59297 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176138 members 
Mstep: Class 11 contains 166584 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 177595 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206820 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439296.000000 Penalty: 73383.539062
Iteration 481Q: 22 clusters Score -1.664393e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200337 members 
Mstep: Class 2 contains 66709 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141583 members 
Mstep: Class 6 contains 36726 members 
Mstep: Class 7 contains 59296 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176154 members 
Mstep: Class 11 contains 166581 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177597 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206816 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439328.000000 Penalty: 73383.539062
Iteration 482Q: 22 clusters Score -1.664393e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200331 members 
Mstep: Class 2 contains 66710 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 141584 members 
Mstep: Class 6 contains 36728 members 
Mstep: Class 7 contains 59296 members 
Mstep: Class 8 contains 33078 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176162 members 
Mstep: Class 11 contains 166582 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177600 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206802 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439392.000000 Penalty: 73383.539062
Iteration 483Q: 22 clusters Score -1.664394e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200319 members 
Mstep: Class 2 contains 66710 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141591 members 
Mstep: Class 6 contains 36731 members 
Mstep: Class 7 contains 59300 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 176162 members 
Mstep: Class 11 contains 166582 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177603 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206795 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439312.000000 Penalty: 73383.539062
Iteration 484Q: 22 clusters Score -1.664393e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200314 members 
Mstep: Class 2 contains 66711 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141597 members 
Mstep: Class 6 contains 36735 members 
Mstep: Class 7 contains 59301 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176159 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177600 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206792 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439328.000000 Penalty: 73383.539062
Iteration 485Q: 22 clusters Score -1.664393e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200308 members 
Mstep: Class 2 contains 66711 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 141599 members 
Mstep: Class 6 contains 36739 members 
Mstep: Class 7 contains 59303 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176160 members 
Mstep: Class 11 contains 166580 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177603 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206788 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439296.000000 Penalty: 73383.539062
Iteration 486Q: 22 clusters Score -1.664393e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200283 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14257 members 
Mstep: Class 5 contains 141600 members 
Mstep: Class 6 contains 36744 members 
Mstep: Class 7 contains 59305 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176159 members 
Mstep: Class 11 contains 166580 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177613 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206792 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439216.000000 Penalty: 73383.539062
Iteration 487Q: 22 clusters Score -1.664392e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200253 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141606 members 
Mstep: Class 6 contains 36745 members 
Mstep: Class 7 contains 59307 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176166 members 
Mstep: Class 11 contains 166583 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177618 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206800 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439216.000000 Penalty: 73383.539062
Iteration 488Q: 22 clusters Score -1.664392e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200242 members 
Mstep: Class 2 contains 66714 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 141608 members 
Mstep: Class 6 contains 36752 members 
Mstep: Class 7 contains 59311 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176159 members 
Mstep: Class 11 contains 166581 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177623 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206801 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439248.000000 Penalty: 73383.539062
Iteration 489Q: 22 clusters Score -1.664392e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200219 members 
Mstep: Class 2 contains 66716 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 141609 members 
Mstep: Class 6 contains 36756 members 
Mstep: Class 7 contains 59311 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176169 members 
Mstep: Class 11 contains 166581 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177625 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206804 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439168.000000 Penalty: 73383.539062
Iteration 490Q: 22 clusters Score -1.664392e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200210 members 
Mstep: Class 2 contains 66722 members 
Mstep: Class 4 contains 14256 members 
Mstep: Class 5 contains 141611 members 
Mstep: Class 6 contains 36759 members 
Mstep: Class 7 contains 59313 members 
Mstep: Class 8 contains 33081 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 176169 members 
Mstep: Class 11 contains 166579 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177635 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206791 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439280.000000 Penalty: 73383.539062
Iteration 491Q: 22 clusters Score -1.664393e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200197 members 
Mstep: Class 2 contains 66724 members 
Mstep: Class 4 contains 14257 members 
Mstep: Class 5 contains 141610 members 
Mstep: Class 6 contains 36761 members 
Mstep: Class 7 contains 59314 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 176174 members 
Mstep: Class 11 contains 166576 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177643 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206788 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439200.000000 Penalty: 73383.539062
Iteration 492Q: 22 clusters Score -1.664392e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200190 members 
Mstep: Class 2 contains 66723 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 141607 members 
Mstep: Class 6 contains 36763 members 
Mstep: Class 7 contains 59315 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 176178 members 
Mstep: Class 11 contains 166575 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177649 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206787 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439264.000000 Penalty: 73383.539062
Iteration 493Q: 22 clusters Score -1.664393e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200184 members 
Mstep: Class 2 contains 66724 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 141599 members 
Mstep: Class 6 contains 36762 members 
Mstep: Class 7 contains 59319 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176187 members 
Mstep: Class 11 contains 166574 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177654 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206784 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439376.000000 Penalty: 73383.539062
Iteration 494Q: 22 clusters Score -1.664394e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200176 members 
Mstep: Class 2 contains 66725 members 
Mstep: Class 4 contains 14260 members 
Mstep: Class 5 contains 141595 members 
Mstep: Class 6 contains 36760 members 
Mstep: Class 7 contains 59322 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176194 members 
Mstep: Class 11 contains 166573 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177660 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206782 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439344.000000 Penalty: 73383.539062
Iteration 495Q: 22 clusters Score -1.664393e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 66726 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 141593 members 
Mstep: Class 6 contains 36760 members 
Mstep: Class 7 contains 59323 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 176203 members 
Mstep: Class 11 contains 166575 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177660 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206790 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439248.000000 Penalty: 73383.539062
Iteration 496Q: 22 clusters Score -1.664392e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200142 members 
Mstep: Class 2 contains 66728 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 141594 members 
Mstep: Class 6 contains 36754 members 
Mstep: Class 7 contains 59327 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176208 members 
Mstep: Class 11 contains 166576 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177662 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206798 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439232.000000 Penalty: 73383.539062
Iteration 497Q: 22 clusters Score -1.664392e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200118 members 
Mstep: Class 2 contains 66729 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 141589 members 
Mstep: Class 6 contains 36753 members 
Mstep: Class 7 contains 59335 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176228 members 
Mstep: Class 11 contains 166575 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177662 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206799 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439312.000000 Penalty: 73383.539062
Iteration 498Q: 22 clusters Score -1.664393e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200084 members 
Mstep: Class 2 contains 66730 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 141584 members 
Mstep: Class 6 contains 36756 members 
Mstep: Class 7 contains 59340 members 
Mstep: Class 8 contains 33086 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176242 members 
Mstep: Class 11 contains 166575 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177666 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206809 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439344.000000 Penalty: 73383.539062
Iteration 499Q: 22 clusters Score -1.664393e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 200048 members 
Mstep: Class 2 contains 66732 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 141581 members 
Mstep: Class 6 contains 36753 members 
Mstep: Class 7 contains 59342 members 
Mstep: Class 8 contains 33088 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 176263 members 
Mstep: Class 11 contains 166578 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 177666 members 
Mstep: Class 14 contains 19260 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 206820 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166439360.000000 Penalty: 73383.539062
Iteration 500F: 22 clusters Score -1.664394e+08 nChanged 142
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -501355008.000000 Penalty: 79105.109375
22->22 Clusters: Score -501355008.000000, best is -501335040.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 59747 members 
Mstep: Class 3 contains 60090 members 
Mstep: Class 4 contains 60445 members 
Mstep: Class 5 contains 59735 members 
Mstep: Class 6 contains 59926 members 
Mstep: Class 7 contains 59671 members 
Mstep: Class 8 contains 59546 members 
Mstep: Class 9 contains 59832 members 
Mstep: Class 10 contains 59614 members 
Mstep: Class 11 contains 59677 members 
Mstep: Class 12 contains 59931 members 
Mstep: Class 13 contains 60110 members 
Mstep: Class 14 contains 59882 members 
Mstep: Class 15 contains 60033 members 
Mstep: Class 16 contains 59841 members 
Mstep: Class 17 contains 59797 members 
Mstep: Class 18 contains 59450 members 
Mstep: Class 19 contains 59605 members 
Mstep: Class 20 contains 60146 members 
Mstep: Class 21 contains 59659 members 
Mstep: Class 22 contains 60062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 226.620270 but Gain 3494.453125
Score: -160187424.000000 Penalty: 73383.539062
Iteration 0F: 22 clusters Score -1.601874e+08 nChanged 1252000
Entering Unmasked Mstep 
Mstep: Class 0 contains 2826 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 44529 members 
Mstep: Class 3 contains 56897 members 
Mstep: Class 4 contains 73198 members 
Mstep: Class 5 contains 175743 members 
Mstep: Class 6 contains 108442 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 12042 members 
Mstep: Class 9 contains 44940 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 42907 members 
Mstep: Class 12 contains 28534 members 
Mstep: Class 13 contains 31495 members 
Mstep: Class 14 contains 139148 members 
Mstep: Class 15 contains 29086 members 
Mstep: Class 16 contains 89505 members 
Mstep: Class 17 contains 79370 members 
Mstep: Class 18 contains 13576 members 
Mstep: Class 19 contains 44650 members 
Mstep: Class 20 contains 157876 members 
Mstep: Class 22 contains 108287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -164735232.000000 Penalty: 73383.539062
Iteration 1F: 22 clusters Score -1.647352e+08 nChanged 420903
Entering Unmasked Mstep 
Mstep: Class 0 contains 2524 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 37419 members 
Mstep: Class 3 contains 59739 members 
Mstep: Class 4 contains 58239 members 
Mstep: Class 5 contains 255980 members 
Mstep: Class 6 contains 96726 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 43558 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 33709 members 
Mstep: Class 12 contains 22022 members 
Mstep: Class 13 contains 20122 members 
Mstep: Class 14 contains 153002 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 99939 members 
Mstep: Class 17 contains 74734 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 23554 members 
Mstep: Class 20 contains 186855 members 
Mstep: Class 22 contains 91624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2009.816162 but Gain 3494.453125
Score: -165210656.000000 Penalty: 69889.085938
Iteration 2F: 21 clusters Score -1.652107e+08 nChanged 298492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2177 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 32765 members 
Mstep: Class 3 contains 58634 members 
Mstep: Class 4 contains 51655 members 
Mstep: Class 5 contains 286621 members 
Mstep: Class 6 contains 90659 members 
Mstep: Class 7 contains 7209 members 
Mstep: Class 9 contains 38375 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 27283 members 
Mstep: Class 12 contains 16366 members 
Mstep: Class 13 contains 12535 members 
Mstep: Class 14 contains 172481 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 112352 members 
Mstep: Class 17 contains 66432 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 203371 members 
Mstep: Class 22 contains 93674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3293.450684 but Gain 3494.460938
Score: -165429360.000000 Penalty: 66394.625000
Iteration 3F: 20 clusters Score -1.654294e+08 nChanged 233135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1320 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 29628 members 
Mstep: Class 3 contains 59180 members 
Mstep: Class 4 contains 48301 members 
Mstep: Class 5 contains 265919 members 
Mstep: Class 6 contains 92668 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 9 contains 33495 members 
Mstep: Class 10 contains 19001 members 
Mstep: Class 11 contains 23946 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 206027 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 113358 members 
Mstep: Class 17 contains 59719 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 211140 members 
Mstep: Class 22 contains 110706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165710048.000000 Penalty: 66394.625000
Iteration 4F: 20 clusters Score -1.6571e+08 nChanged 208225
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 27870 members 
Mstep: Class 3 contains 60740 members 
Mstep: Class 4 contains 45784 members 
Mstep: Class 5 contains 234192 members 
Mstep: Class 6 contains 95384 members 
Mstep: Class 7 contains 5953 members 
Mstep: Class 9 contains 29100 members 
Mstep: Class 10 contains 24127 members 
Mstep: Class 11 contains 22000 members 
Mstep: Class 12 contains 9616 members 
Mstep: Class 13 contains 4792 members 
Mstep: Class 14 contains 243813 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 106453 members 
Mstep: Class 17 contains 54652 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 201073 members 
Mstep: Class 22 contains 136387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3455.803711 but Gain 3494.449219
Score: -165865456.000000 Penalty: 62900.175781
Iteration 5F: 19 clusters Score -1.658655e+08 nChanged 187361
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26972 members 
Mstep: Class 3 contains 63098 members 
Mstep: Class 4 contains 41688 members 
Mstep: Class 5 contains 207178 members 
Mstep: Class 6 contains 97735 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 9 contains 25934 members 
Mstep: Class 10 contains 28097 members 
Mstep: Class 11 contains 20849 members 
Mstep: Class 12 contains 7277 members 
Mstep: Class 14 contains 273308 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 98831 members 
Mstep: Class 17 contains 51723 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 20 contains 185521 members 
Mstep: Class 22 contains 167819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165982272.000000 Penalty: 62900.175781
Iteration 6F: 19 clusters Score -1.659823e+08 nChanged 162118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 26115 members 
Mstep: Class 3 contains 64553 members 
Mstep: Class 4 contains 36584 members 
Mstep: Class 5 contains 186301 members 
Mstep: Class 6 contains 99192 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 9 contains 23509 members 
Mstep: Class 10 contains 30171 members 
Mstep: Class 11 contains 19838 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 14 contains 282634 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 93326 members 
Mstep: Class 17 contains 49395 members 
Mstep: Class 19 contains 6626 members 
Mstep: Class 20 contains 176218 members 
Mstep: Class 22 contains 202786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166068144.000000 Penalty: 62900.175781
Iteration 7F: 19 clusters Score -1.660681e+08 nChanged 145114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 25025 members 
Mstep: Class 3 contains 65090 members 
Mstep: Class 4 contains 31188 members 
Mstep: Class 5 contains 172188 members 
Mstep: Class 6 contains 100787 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 30927 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 14 contains 270893 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 89308 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 173763 members 
Mstep: Class 22 contains 245429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2505.504395 but Gain 3494.457031
Score: -166136048.000000 Penalty: 59405.718750
Iteration 8F: 18 clusters Score -1.66136e+08 nChanged 137896
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 23786 members 
Mstep: Class 3 contains 66095 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 101651 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 9 contains 20491 members 
Mstep: Class 10 contains 31197 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 14 contains 242505 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 85789 members 
Mstep: Class 17 contains 44566 members 
Mstep: Class 19 contains 7993 members 
Mstep: Class 20 contains 172929 members 
Mstep: Class 22 contains 299374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166194656.000000 Penalty: 59405.718750
Iteration 9F: 18 clusters Score -1.661947e+08 nChanged 131001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22417 members 
Mstep: Class 3 contains 66432 members 
Mstep: Class 4 contains 21454 members 
Mstep: Class 5 contains 156386 members 
Mstep: Class 6 contains 100999 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 9 contains 19461 members 
Mstep: Class 10 contains 31337 members 
Mstep: Class 11 contains 16556 members 
Mstep: Class 14 contains 201460 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 82476 members 
Mstep: Class 17 contains 42499 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 171584 members 
Mstep: Class 22 contains 362505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166145152.000000 Penalty: 59405.718750
Iteration 10F: 18 clusters Score -1.661452e+08 nChanged 122847
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 67577 members 
Mstep: Class 4 contains 20094 members 
Mstep: Class 5 contains 156611 members 
Mstep: Class 6 contains 106235 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 9 contains 19716 members 
Mstep: Class 10 contains 31508 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 14 contains 183154 members 
Mstep: Class 15 contains 5624 members 
Mstep: Class 16 contains 84274 members 
Mstep: Class 17 contains 41594 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 173153 members 
Mstep: Class 22 contains 373082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166137520.000000 Penalty: 59405.718750
Iteration 11F: 18 clusters Score -1.661375e+08 nChanged 86500
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 69020 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 160521 members 
Mstep: Class 6 contains 114430 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 9 contains 20522 members 
Mstep: Class 10 contains 31574 members 
Mstep: Class 11 contains 15777 members 
Mstep: Class 14 contains 185013 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 86974 members 
Mstep: Class 17 contains 41775 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 174592 members 
Mstep: Class 22 contains 352977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166191008.000000 Penalty: 59405.718750
Iteration 12F: 18 clusters Score -1.66191e+08 nChanged 67070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 21711 members 
Mstep: Class 3 contains 70434 members 
Mstep: Class 4 contains 17636 members 
Mstep: Class 5 contains 162960 members 
Mstep: Class 6 contains 121025 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 9 contains 21155 members 
Mstep: Class 10 contains 31549 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 14 contains 183885 members 
Mstep: Class 15 contains 5623 members 
Mstep: Class 16 contains 87137 members 
Mstep: Class 17 contains 42773 members 
Mstep: Class 19 contains 10701 members 
Mstep: Class 20 contains 173031 members 
Mstep: Class 22 contains 345404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166215808.000000 Penalty: 59405.718750
Iteration 13F: 18 clusters Score -1.662158e+08 nChanged 56832
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 21260 members 
Mstep: Class 3 contains 71641 members 
Mstep: Class 4 contains 15813 members 
Mstep: Class 5 contains 165035 members 
Mstep: Class 6 contains 127447 members 
Mstep: Class 7 contains 2957 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 15537 members 
Mstep: Class 14 contains 183448 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 86913 members 
Mstep: Class 17 contains 44478 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 171051 members 
Mstep: Class 22 contains 338029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166239328.000000 Penalty: 59405.718750
Iteration 14Q: 18 clusters Score -1.662393e+08 nChanged 49349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20882 members 
Mstep: Class 3 contains 72591 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 166327 members 
Mstep: Class 6 contains 134079 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 9 contains 22431 members 
Mstep: Class 10 contains 31039 members 
Mstep: Class 11 contains 15814 members 
Mstep: Class 14 contains 182498 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 86359 members 
Mstep: Class 17 contains 46593 members 
Mstep: Class 19 contains 11607 members 
Mstep: Class 20 contains 168893 members 
Mstep: Class 22 contains 331994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166258400.000000 Penalty: 59405.718750
Iteration 15Q: 18 clusters Score -1.662584e+08 nChanged 44038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 20523 members 
Mstep: Class 3 contains 73310 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 167038 members 
Mstep: Class 6 contains 140765 members 
Mstep: Class 7 contains 2753 members 
Mstep: Class 9 contains 23120 members 
Mstep: Class 10 contains 30655 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 14 contains 180719 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 85690 members 
Mstep: Class 17 contains 48890 members 
Mstep: Class 19 contains 11895 members 
Mstep: Class 20 contains 167088 members 
Mstep: Class 22 contains 327151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166273968.000000 Penalty: 59405.718750
Iteration 16Q: 18 clusters Score -1.66274e+08 nChanged 38940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 20215 members 
Mstep: Class 3 contains 73737 members 
Mstep: Class 4 contains 10329 members 
Mstep: Class 5 contains 167180 members 
Mstep: Class 6 contains 147068 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 30254 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 14 contains 179058 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 84969 members 
Mstep: Class 17 contains 51052 members 
Mstep: Class 19 contains 12104 members 
Mstep: Class 20 contains 165932 members 
Mstep: Class 22 contains 322824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166286528.000000 Penalty: 59405.718750
Iteration 17Q: 18 clusters Score -1.662865e+08 nChanged 36065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 19994 members 
Mstep: Class 3 contains 73945 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 166853 members 
Mstep: Class 6 contains 153583 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 9 contains 24315 members 
Mstep: Class 10 contains 29853 members 
Mstep: Class 11 contains 17223 members 
Mstep: Class 14 contains 177102 members 
Mstep: Class 15 contains 5645 members 
Mstep: Class 16 contains 84160 members 
Mstep: Class 17 contains 53118 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 165176 members 
Mstep: Class 22 contains 318861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166297328.000000 Penalty: 59405.718750
Iteration 18Q: 18 clusters Score -1.662973e+08 nChanged 34015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 19847 members 
Mstep: Class 3 contains 74048 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 165993 members 
Mstep: Class 6 contains 160619 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 9 contains 24723 members 
Mstep: Class 10 contains 29401 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 14 contains 175031 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 83400 members 
Mstep: Class 17 contains 55071 members 
Mstep: Class 19 contains 12346 members 
Mstep: Class 20 contains 164713 members 
Mstep: Class 22 contains 314829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166303936.000000 Penalty: 59405.718750
Iteration 19Q: 18 clusters Score -1.663039e+08 nChanged 33241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 19743 members 
Mstep: Class 3 contains 74108 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 164516 members 
Mstep: Class 6 contains 168122 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 9 contains 25062 members 
Mstep: Class 10 contains 29011 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 14 contains 172579 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 82688 members 
Mstep: Class 17 contains 56888 members 
Mstep: Class 19 contains 12415 members 
Mstep: Class 20 contains 164230 members 
Mstep: Class 22 contains 311234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166310576.000000 Penalty: 59405.718750
Iteration 20F: 18 clusters Score -1.663106e+08 nChanged 33882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19673 members 
Mstep: Class 3 contains 74159 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 162021 members 
Mstep: Class 6 contains 177333 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 9 contains 25232 members 
Mstep: Class 10 contains 28664 members 
Mstep: Class 11 contains 18710 members 
Mstep: Class 14 contains 169875 members 
Mstep: Class 15 contains 5622 members 
Mstep: Class 16 contains 81983 members 
Mstep: Class 17 contains 58529 members 
Mstep: Class 19 contains 12466 members 
Mstep: Class 20 contains 163784 members 
Mstep: Class 22 contains 307214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166314768.000000 Penalty: 59405.718750
Iteration 21Q: 18 clusters Score -1.663148e+08 nChanged 36800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19513 members 
Mstep: Class 3 contains 74302 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 158422 members 
Mstep: Class 6 contains 188382 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 9 contains 25313 members 
Mstep: Class 10 contains 28375 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 14 contains 166308 members 
Mstep: Class 15 contains 5610 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 60014 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 22 contains 303284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166317328.000000 Penalty: 59405.718750
Iteration 22Q: 18 clusters Score -1.663173e+08 nChanged 39119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19313 members 
Mstep: Class 3 contains 74554 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 153901 members 
Mstep: Class 6 contains 200059 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 9 contains 25360 members 
Mstep: Class 10 contains 28074 members 
Mstep: Class 11 contains 19575 members 
Mstep: Class 14 contains 163452 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 80460 members 
Mstep: Class 17 contains 61379 members 
Mstep: Class 19 contains 12472 members 
Mstep: Class 20 contains 163170 members 
Mstep: Class 22 contains 298915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166317520.000000 Penalty: 59405.718750
Iteration 23Q: 18 clusters Score -1.663175e+08 nChanged 40241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19126 members 
Mstep: Class 3 contains 74898 members 
Mstep: Class 4 contains 3959 members 
Mstep: Class 5 contains 149515 members 
Mstep: Class 6 contains 210093 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 9 contains 25371 members 
Mstep: Class 10 contains 27818 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 14 contains 161390 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 79620 members 
Mstep: Class 17 contains 62700 members 
Mstep: Class 19 contains 12438 members 
Mstep: Class 20 contains 163048 members 
Mstep: Class 22 contains 294886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166317232.000000 Penalty: 59405.718750
Iteration 24Q: 18 clusters Score -1.663172e+08 nChanged 40662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 75314 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 146346 members 
Mstep: Class 6 contains 216391 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 27564 members 
Mstep: Class 11 contains 20362 members 
Mstep: Class 14 contains 160980 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 78768 members 
Mstep: Class 17 contains 64015 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 163253 members 
Mstep: Class 22 contains 291186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166317472.000000 Penalty: 59405.718750
Iteration 25Q: 18 clusters Score -1.663175e+08 nChanged 37642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18946 members 
Mstep: Class 3 contains 75605 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 145382 members 
Mstep: Class 6 contains 217113 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 27317 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 14 contains 162650 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 77862 members 
Mstep: Class 17 contains 65452 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 163561 members 
Mstep: Class 22 contains 288396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3374.314697 but Gain 3494.453125
Score: -166319856.000000 Penalty: 55911.265625
Iteration 26Q: 17 clusters Score -1.663199e+08 nChanged 36090
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18936 members 
Mstep: Class 3 contains 75596 members 
Mstep: Class 5 contains 146262 members 
Mstep: Class 6 contains 213261 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 9 contains 25674 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 14 contains 167147 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 77370 members 
Mstep: Class 17 contains 67000 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 164004 members 
Mstep: Class 22 contains 287923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166324960.000000 Penalty: 55911.265625
Iteration 27Q: 17 clusters Score -1.66325e+08 nChanged 29269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18845 members 
Mstep: Class 3 contains 75413 members 
Mstep: Class 5 contains 148209 members 
Mstep: Class 6 contains 206486 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 9 contains 25799 members 
Mstep: Class 10 contains 26887 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 14 contains 172109 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 76578 members 
Mstep: Class 17 contains 68530 members 
Mstep: Class 19 contains 12285 members 
Mstep: Class 20 contains 164428 members 
Mstep: Class 22 contains 286468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166327904.000000 Penalty: 55911.265625
Iteration 28Q: 17 clusters Score -1.663279e+08 nChanged 25379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18693 members 
Mstep: Class 3 contains 75038 members 
Mstep: Class 5 contains 150985 members 
Mstep: Class 6 contains 198780 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 9 contains 25859 members 
Mstep: Class 10 contains 26684 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 14 contains 177939 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 76019 members 
Mstep: Class 17 contains 70064 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 164605 members 
Mstep: Class 22 contains 284678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333216.000000 Penalty: 55911.265625
Iteration 29Q: 17 clusters Score -1.663332e+08 nChanged 23190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18535 members 
Mstep: Class 3 contains 74650 members 
Mstep: Class 5 contains 154010 members 
Mstep: Class 6 contains 191407 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 9 contains 25860 members 
Mstep: Class 10 contains 26457 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 14 contains 184324 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 75578 members 
Mstep: Class 17 contains 71642 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 164598 members 
Mstep: Class 22 contains 282022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166336288.000000 Penalty: 55911.265625
Iteration 30Q: 17 clusters Score -1.663363e+08 nChanged 22349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 74097 members 
Mstep: Class 5 contains 157279 members 
Mstep: Class 6 contains 184508 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 9 contains 25869 members 
Mstep: Class 10 contains 26235 members 
Mstep: Class 11 contains 21518 members 
Mstep: Class 14 contains 191596 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 75185 members 
Mstep: Class 17 contains 73212 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 164471 members 
Mstep: Class 22 contains 278208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166339504.000000 Penalty: 55911.265625
Iteration 31Q: 17 clusters Score -1.663395e+08 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18095 members 
Mstep: Class 3 contains 73447 members 
Mstep: Class 5 contains 160716 members 
Mstep: Class 6 contains 178273 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 9 contains 25844 members 
Mstep: Class 10 contains 26015 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 14 contains 199346 members 
Mstep: Class 15 contains 5647 members 
Mstep: Class 16 contains 74809 members 
Mstep: Class 17 contains 74658 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 164343 members 
Mstep: Class 22 contains 273397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342720.000000 Penalty: 55911.265625
Iteration 32Q: 17 clusters Score -1.663427e+08 nChanged 20936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 72673 members 
Mstep: Class 5 contains 164201 members 
Mstep: Class 6 contains 173030 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 9 contains 25785 members 
Mstep: Class 10 contains 25796 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 14 contains 206601 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 74449 members 
Mstep: Class 17 contains 76093 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 164150 members 
Mstep: Class 22 contains 268339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166345808.000000 Penalty: 55911.265625
Iteration 33Q: 17 clusters Score -1.663458e+08 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17620 members 
Mstep: Class 3 contains 71886 members 
Mstep: Class 5 contains 167916 members 
Mstep: Class 6 contains 168816 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 9 contains 25701 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 21448 members 
Mstep: Class 14 contains 213527 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 74136 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 19 contains 12433 members 
Mstep: Class 20 contains 163830 members 
Mstep: Class 22 contains 262478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166347712.000000 Penalty: 55911.265625
Iteration 34Q: 17 clusters Score -1.663477e+08 nChanged 20665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17347 members 
Mstep: Class 3 contains 71139 members 
Mstep: Class 5 contains 171971 members 
Mstep: Class 6 contains 165280 members 
Mstep: Class 7 contains 4958 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 25461 members 
Mstep: Class 11 contains 21476 members 
Mstep: Class 14 contains 219786 members 
Mstep: Class 15 contains 5645 members 
Mstep: Class 16 contains 73816 members 
Mstep: Class 17 contains 78755 members 
Mstep: Class 19 contains 12481 members 
Mstep: Class 20 contains 163452 members 
Mstep: Class 22 contains 256396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166349776.000000 Penalty: 55911.265625
Iteration 35Q: 17 clusters Score -1.663498e+08 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17045 members 
Mstep: Class 3 contains 70340 members 
Mstep: Class 5 contains 176494 members 
Mstep: Class 6 contains 162185 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 9 contains 25411 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 21461 members 
Mstep: Class 14 contains 225458 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 16 contains 73476 members 
Mstep: Class 17 contains 79809 members 
Mstep: Class 19 contains 12518 members 
Mstep: Class 20 contains 163035 members 
Mstep: Class 22 contains 250445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166351792.000000 Penalty: 55911.265625
Iteration 36Q: 17 clusters Score -1.663518e+08 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 16701 members 
Mstep: Class 3 contains 69537 members 
Mstep: Class 5 contains 181371 members 
Mstep: Class 6 contains 159638 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 9 contains 25258 members 
Mstep: Class 10 contains 25220 members 
Mstep: Class 11 contains 21499 members 
Mstep: Class 14 contains 229769 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 73259 members 
Mstep: Class 17 contains 80792 members 
Mstep: Class 19 contains 12549 members 
Mstep: Class 20 contains 162607 members 
Mstep: Class 22 contains 244887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166352336.000000 Penalty: 55911.265625
Iteration 37Q: 17 clusters Score -1.663523e+08 nChanged 21547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16402 members 
Mstep: Class 3 contains 68795 members 
Mstep: Class 5 contains 186413 members 
Mstep: Class 6 contains 157749 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 9 contains 25093 members 
Mstep: Class 10 contains 25119 members 
Mstep: Class 11 contains 21564 members 
Mstep: Class 14 contains 232956 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 73048 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 19 contains 12584 members 
Mstep: Class 20 contains 162323 members 
Mstep: Class 22 contains 239474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166353184.000000 Penalty: 55911.265625
Iteration 38Q: 17 clusters Score -1.663532e+08 nChanged 21609
Entering ConstructFrom: 
Score: -166353184.000000 Penalty: 55911.265625
Entering ConstructFrom: 
Trying to split cluster 1 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -301211.437500 Penalty: 1984.916992
	Iteration 0F: 2 clusters Score -301211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -298303.812500 Penalty: 3969.833984
	Iteration 0F: 3 clusters Score -298303.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -300688.250000 Penalty: 3969.833984
	Iteration 1F: 3 clusters Score -300688.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -301817.906250 Penalty: 3969.833984
	Iteration 2F: 3 clusters Score -301817.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -302590.406250 Penalty: 3969.833984
	Iteration 3F: 3 clusters Score -302590.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303075.687500 Penalty: 3969.833984
	Iteration 4F: 3 clusters Score -303075.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -303592.656250 Penalty: 3969.833984
	Iteration 5Q: 3 clusters Score -303592.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -304204.750000 Penalty: 3969.833984
	Iteration 6Q: 3 clusters Score -304204.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -305081.718750 Penalty: 3969.833984
	Iteration 7Q: 3 clusters Score -305081.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -305887.937500 Penalty: 3969.833984
	Iteration 8Q: 3 clusters Score -305887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -305950.343750 Penalty: 3969.833984
	Iteration 9Q: 3 clusters Score -305950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -305958.843750 Penalty: 3969.833984
	Iteration 10Q: 3 clusters Score -305958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -305970.312500 Penalty: 3969.833984
	Iteration 11Q: 3 clusters Score -305970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305973.437500 Penalty: 3969.833984
	Iteration 12Q: 3 clusters Score -305973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305976.343750 Penalty: 3969.833984
	Iteration 13Q: 3 clusters Score -305976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305977.062500 Penalty: 3969.833984
	Iteration 14F: 3 clusters Score -305977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -305992.468750 Penalty: 3969.833984
	Iteration 15Q: 3 clusters Score -305992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -305993.843750 Penalty: 3969.833984
	Iteration 16Q: 3 clusters Score -305993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -305993.843750 Penalty: 3969.833984
	Iteration 17F: 3 clusters Score -305993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 68093 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 191633 members 
Mstep: Class 6 contains 156334 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 9 contains 24956 members 
Mstep: Class 10 contains 25004 members 
Mstep: Class 11 contains 21622 members 
Mstep: Class 14 contains 235076 members 
Mstep: Class 15 contains 5657 members 
Mstep: Class 16 contains 72883 members 
Mstep: Class 17 contains 82383 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 162099 members 
Mstep: Class 22 contains 234360 members 
Entering Unmasked Estep 
Score: -166354656.000000 Penalty: 59405.718750
Splitting cluster 1 changes total score from -166353184.000000 to -166354656.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (16119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Entering Unmasked Estep 
Score: -2091325.000000 Penalty: 2402.562988
	Iteration 0F: 2 clusters Score -2091325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2079772.500000 Penalty: 4805.125977
	Iteration 0F: 3 clusters Score -2079772 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2083698.500000 Penalty: 4805.125977
	Iteration 1F: 3 clusters Score -2083698 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2084195.125000 Penalty: 4805.125977
	Iteration 2F: 3 clusters Score -2084195 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2084668.625000 Penalty: 4805.125977
	Iteration 3F: 3 clusters Score -2084669 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2085177.375000 Penalty: 4805.125977
	Iteration 4F: 3 clusters Score -2085177 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2085679.500000 Penalty: 4805.125977
	Iteration 5F: 3 clusters Score -2085680 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2086208.125000 Penalty: 4805.125977
	Iteration 6F: 3 clusters Score -2086208 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2086832.375000 Penalty: 4805.125977
	Iteration 7F: 3 clusters Score -2086832 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2087464.750000 Penalty: 4805.125977
	Iteration 8F: 3 clusters Score -2087465 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2088003.500000 Penalty: 4805.125977
	Iteration 9F: 3 clusters Score -2088004 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2088466.000000 Penalty: 4805.125977
	Iteration 10Q: 3 clusters Score -2088466 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2088813.375000 Penalty: 4805.125977
	Iteration 11Q: 3 clusters Score -2088813 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2089042.125000 Penalty: 4805.125977
	Iteration 12Q: 3 clusters Score -2089042 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2089192.500000 Penalty: 4805.125977
	Iteration 13Q: 3 clusters Score -2089192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2089309.250000 Penalty: 4805.125977
	Iteration 14Q: 3 clusters Score -2089309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2089400.125000 Penalty: 4805.125977
	Iteration 15Q: 3 clusters Score -2089400 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2089464.250000 Penalty: 4805.125977
	Iteration 16Q: 3 clusters Score -2089464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2089541.375000 Penalty: 4805.125977
	Iteration 17Q: 3 clusters Score -2089541 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2089627.250000 Penalty: 4805.125977
	Iteration 18Q: 3 clusters Score -2089627 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2089719.125000 Penalty: 4805.125977
	Iteration 19Q: 3 clusters Score -2089719 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2089798.625000 Penalty: 4805.125977
	Iteration 20F: 3 clusters Score -2089799 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2089875.875000 Penalty: 4805.125977
	Iteration 21Q: 3 clusters Score -2089876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2089942.250000 Penalty: 4805.125977
	Iteration 22Q: 3 clusters Score -2089942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2089995.750000 Penalty: 4805.125977
	Iteration 23Q: 3 clusters Score -2089996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2090058.750000 Penalty: 4805.125977
	Iteration 24Q: 3 clusters Score -2090059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2090118.000000 Penalty: 4805.125977
	Iteration 25Q: 3 clusters Score -2090118 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2090164.750000 Penalty: 4805.125977
	Iteration 26Q: 3 clusters Score -2090165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2090197.750000 Penalty: 4805.125977
	Iteration 27Q: 3 clusters Score -2090198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2090231.250000 Penalty: 4805.125977
	Iteration 28Q: 3 clusters Score -2090231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2090252.875000 Penalty: 4805.125977
	Iteration 29Q: 3 clusters Score -2090253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2090259.500000 Penalty: 4805.125977
	Iteration 30Q: 3 clusters Score -2090260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2090276.500000 Penalty: 4805.125977
	Iteration 31Q: 3 clusters Score -2090276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2090284.375000 Penalty: 4805.125977
	Iteration 32Q: 3 clusters Score -2090284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2090291.250000 Penalty: 4805.125977
	Iteration 33Q: 3 clusters Score -2090291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2090307.500000 Penalty: 4805.125977
	Iteration 34Q: 3 clusters Score -2090308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2090305.500000 Penalty: 4805.125977
	Iteration 35Q: 3 clusters Score -2090306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2090318.375000 Penalty: 4805.125977
	Iteration 36Q: 3 clusters Score -2090318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2090329.500000 Penalty: 4805.125977
	Iteration 37Q: 3 clusters Score -2090330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2090335.625000 Penalty: 4805.125977
	Iteration 38Q: 3 clusters Score -2090336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2090338.875000 Penalty: 4805.125977
	Iteration 39Q: 3 clusters Score -2090339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2090347.125000 Penalty: 4805.125977
	Iteration 40F: 3 clusters Score -2090347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2090355.000000 Penalty: 4805.125977
	Iteration 41Q: 3 clusters Score -2090355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2090364.875000 Penalty: 4805.125977
	Iteration 42Q: 3 clusters Score -2090365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2090367.125000 Penalty: 4805.125977
	Iteration 43Q: 3 clusters Score -2090367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2090369.375000 Penalty: 4805.125977
	Iteration 44Q: 3 clusters Score -2090369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2090374.000000 Penalty: 4805.125977
	Iteration 45Q: 3 clusters Score -2090374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2090374.250000 Penalty: 4805.125977
	Iteration 46Q: 3 clusters Score -2090374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2090375.625000 Penalty: 4805.125977
	Iteration 47Q: 3 clusters Score -2090376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2090379.250000 Penalty: 4805.125977
	Iteration 48Q: 3 clusters Score -2090379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2090381.500000 Penalty: 4805.125977
	Iteration 49Q: 3 clusters Score -2090382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2090381.250000 Penalty: 4805.125977
	Iteration 50Q: 3 clusters Score -2090381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2090381.375000 Penalty: 4805.125977
	Iteration 51Q: 3 clusters Score -2090381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2090381.375000 Penalty: 4805.125977
	Iteration 52F: 3 clusters Score -2090381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Entering Unmasked Estep 
Score: -8789858.000000 Penalty: 2759.900146
	Iteration 0F: 2 clusters Score -8789858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -8744288.000000 Penalty: 5519.800293
	Iteration 0F: 3 clusters Score -8744288 nChanged 31721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -8761768.000000 Penalty: 5519.800293
	Iteration 1F: 3 clusters Score -8761768 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -8762447.000000 Penalty: 5519.800293
	Iteration 2Q: 3 clusters Score -8762447 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8763151.000000 Penalty: 5519.800293
	Iteration 3Q: 3 clusters Score -8763151 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -8764040.000000 Penalty: 5519.800293
	Iteration 4Q: 3 clusters Score -8764040 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -8765439.000000 Penalty: 5519.800293
	Iteration 5Q: 3 clusters Score -8765439 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -8767237.000000 Penalty: 5519.800293
	Iteration 6Q: 3 clusters Score -8767237 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -8769603.000000 Penalty: 5519.800293
	Iteration 7F: 3 clusters Score -8769603 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8772551.000000 Penalty: 5519.800293
	Iteration 8F: 3 clusters Score -8772551 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8775565.000000 Penalty: 5519.800293
	Iteration 9F: 3 clusters Score -8775565 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -8778341.000000 Penalty: 5519.800293
	Iteration 10F: 3 clusters Score -8778341 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8780340.000000 Penalty: 5519.800293
	Iteration 11Q: 3 clusters Score -8780340 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -8781506.000000 Penalty: 5519.800293
	Iteration 12Q: 3 clusters Score -8781506 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8782228.000000 Penalty: 5519.800293
	Iteration 13Q: 3 clusters Score -8782228 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8782832.000000 Penalty: 5519.800293
	Iteration 14Q: 3 clusters Score -8782832 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -8783412.000000 Penalty: 5519.800293
	Iteration 15Q: 3 clusters Score -8783412 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8783871.000000 Penalty: 5519.800293
	Iteration 16Q: 3 clusters Score -8783871 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -8784272.000000 Penalty: 5519.800293
	Iteration 17Q: 3 clusters Score -8784272 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -8784550.000000 Penalty: 5519.800293
	Iteration 18Q: 3 clusters Score -8784550 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -8784843.000000 Penalty: 5519.800293
	Iteration 19Q: 3 clusters Score -8784843 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -8785115.000000 Penalty: 5519.800293
	Iteration 20F: 3 clusters Score -8785115 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -8785338.000000 Penalty: 5519.800293
	Iteration 21Q: 3 clusters Score -8785338 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -8785584.000000 Penalty: 5519.800293
	Iteration 22Q: 3 clusters Score -8785584 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -8785826.000000 Penalty: 5519.800293
	Iteration 23Q: 3 clusters Score -8785826 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -8786050.000000 Penalty: 5519.800293
	Iteration 24Q: 3 clusters Score -8786050 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -8786234.000000 Penalty: 5519.800293
	Iteration 25Q: 3 clusters Score -8786234 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -8786397.000000 Penalty: 5519.800293
	Iteration 26Q: 3 clusters Score -8786397 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8786553.000000 Penalty: 5519.800293
	Iteration 27Q: 3 clusters Score -8786553 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -8786709.000000 Penalty: 5519.800293
	Iteration 28Q: 3 clusters Score -8786709 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8786845.000000 Penalty: 5519.800293
	Iteration 29Q: 3 clusters Score -8786845 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -8786991.000000 Penalty: 5519.800293
	Iteration 30Q: 3 clusters Score -8786991 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -8787110.000000 Penalty: 5519.800293
	Iteration 31Q: 3 clusters Score -8787110 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -8787245.000000 Penalty: 5519.800293
	Iteration 32Q: 3 clusters Score -8787245 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8787346.000000 Penalty: 5519.800293
	Iteration 33Q: 3 clusters Score -8787346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8787432.000000 Penalty: 5519.800293
	Iteration 34Q: 3 clusters Score -8787432 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -8787515.000000 Penalty: 5519.800293
	Iteration 35Q: 3 clusters Score -8787515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -8787586.000000 Penalty: 5519.800293
	Iteration 36Q: 3 clusters Score -8787586 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8787662.000000 Penalty: 5519.800293
	Iteration 37Q: 3 clusters Score -8787662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -8787765.000000 Penalty: 5519.800293
	Iteration 38Q: 3 clusters Score -8787765 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -8787793.000000 Penalty: 5519.800293
	Iteration 39Q: 3 clusters Score -8787793 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8787830.000000 Penalty: 5519.800293
	Iteration 40F: 3 clusters Score -8787830 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8787895.000000 Penalty: 5519.800293
	Iteration 41Q: 3 clusters Score -8787895 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8787934.000000 Penalty: 5519.800293
	Iteration 42Q: 3 clusters Score -8787934 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8787998.000000 Penalty: 5519.800293
	Iteration 43Q: 3 clusters Score -8787998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8788038.000000 Penalty: 5519.800293
	Iteration 44Q: 3 clusters Score -8788038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8788053.000000 Penalty: 5519.800293
	Iteration 45Q: 3 clusters Score -8788053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8788088.000000 Penalty: 5519.800293
	Iteration 46Q: 3 clusters Score -8788088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8788130.000000 Penalty: 5519.800293
	Iteration 47Q: 3 clusters Score -8788130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8788139.000000 Penalty: 5519.800293
	Iteration 48Q: 3 clusters Score -8788139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8788151.000000 Penalty: 5519.800293
	Iteration 49Q: 3 clusters Score -8788151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8788167.000000 Penalty: 5519.800293
	Iteration 50Q: 3 clusters Score -8788167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8788188.000000 Penalty: 5519.800293
	Iteration 51Q: 3 clusters Score -8788188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8788208.000000 Penalty: 5519.800293
	Iteration 52Q: 3 clusters Score -8788208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8788243.000000 Penalty: 5519.800293
	Iteration 53Q: 3 clusters Score -8788243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8788246.000000 Penalty: 5519.800293
	Iteration 54Q: 3 clusters Score -8788246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8788259.000000 Penalty: 5519.800293
	Iteration 55Q: 3 clusters Score -8788259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8788264.000000 Penalty: 5519.800293
	Iteration 56Q: 3 clusters Score -8788264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8788278.000000 Penalty: 5519.800293
	Iteration 57Q: 3 clusters Score -8788278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8788295.000000 Penalty: 5519.800293
	Iteration 58Q: 3 clusters Score -8788295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8788288.000000 Penalty: 5519.800293
	Iteration 59Q: 3 clusters Score -8788288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8788306.000000 Penalty: 5519.800293
	Iteration 60F: 3 clusters Score -8788306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8788315.000000 Penalty: 5519.800293
	Iteration 61Q: 3 clusters Score -8788315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8788328.000000 Penalty: 5519.800293
	Iteration 62Q: 3 clusters Score -8788328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8788325.000000 Penalty: 5519.800293
	Iteration 63Q: 3 clusters Score -8788325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8788321.000000 Penalty: 5519.800293
	Iteration 64Q: 3 clusters Score -8788321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8788345.000000 Penalty: 5519.800293
	Iteration 65Q: 3 clusters Score -8788345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8788346.000000 Penalty: 5519.800293
	Iteration 66Q: 3 clusters Score -8788346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8788352.000000 Penalty: 5519.800293
	Iteration 67Q: 3 clusters Score -8788352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8788361.000000 Penalty: 5519.800293
	Iteration 68Q: 3 clusters Score -8788361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8788365.000000 Penalty: 5519.800293
	Iteration 69Q: 3 clusters Score -8788365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8788365.000000 Penalty: 5519.800293
	Iteration 70Q: 3 clusters Score -8788365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8788377.000000 Penalty: 5519.800293
	Iteration 71Q: 3 clusters Score -8788377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8788374.000000 Penalty: 5519.800293
	Iteration 72Q: 3 clusters Score -8788374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8788380.000000 Penalty: 5519.800293
	Iteration 73Q: 3 clusters Score -8788380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8788375.000000 Penalty: 5519.800293
	Iteration 74Q: 3 clusters Score -8788375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8788366.000000 Penalty: 5519.800293
	Iteration 75Q: 3 clusters Score -8788366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8788377.000000 Penalty: 5519.800293
	Iteration 76Q: 3 clusters Score -8788377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8788373.000000 Penalty: 5519.800293
	Iteration 77Q: 3 clusters Score -8788373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8788382.000000 Penalty: 5519.800293
	Iteration 78Q: 3 clusters Score -8788382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8788379.000000 Penalty: 5519.800293
	Iteration 79Q: 3 clusters Score -8788379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8788381.000000 Penalty: 5519.800293
	Iteration 80F: 3 clusters Score -8788381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8788383.000000 Penalty: 5519.800293
	Iteration 81Q: 3 clusters Score -8788383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8788389.000000 Penalty: 5519.800293
	Iteration 82Q: 3 clusters Score -8788389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8788384.000000 Penalty: 5519.800293
	Iteration 83Q: 3 clusters Score -8788384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8788389.000000 Penalty: 5519.800293
	Iteration 84Q: 3 clusters Score -8788389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8788397.000000 Penalty: 5519.800293
	Iteration 85Q: 3 clusters Score -8788397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8788391.000000 Penalty: 5519.800293
	Iteration 86Q: 3 clusters Score -8788391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8788393.000000 Penalty: 5519.800293
	Iteration 87Q: 3 clusters Score -8788393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8788402.000000 Penalty: 5519.800293
	Iteration 88Q: 3 clusters Score -8788402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8788399.000000 Penalty: 5519.800293
	Iteration 89Q: 3 clusters Score -8788399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8788401.000000 Penalty: 5519.800293
	Iteration 90Q: 3 clusters Score -8788401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8788400.000000 Penalty: 5519.800293
	Iteration 91Q: 3 clusters Score -8788400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8788400.000000 Penalty: 5519.800293
	Iteration 92Q: 3 clusters Score -8788400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8788398.000000 Penalty: 5519.800293
	Iteration 93Q: 3 clusters Score -8788398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8788400.000000 Penalty: 5519.800293
	Iteration 94Q: 3 clusters Score -8788400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8788400.000000 Penalty: 5519.800293
	Iteration 95F: 3 clusters Score -8788400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191633 members 
Entering Unmasked Estep 
Score: -24692338.000000 Penalty: 3016.507812
	Iteration 0F: 2 clusters Score -2.469234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -24570636.000000 Penalty: 6033.015625
	Iteration 0F: 3 clusters Score -2.457064e+07 nChanged 92151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -24625858.000000 Penalty: 6033.015625
	Iteration 1F: 3 clusters Score -2.462586e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -24627742.000000 Penalty: 6033.015625
	Iteration 2Q: 3 clusters Score -2.462774e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -24630284.000000 Penalty: 6033.015625
	Iteration 3Q: 3 clusters Score -2.463028e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -24633604.000000 Penalty: 6033.015625
	Iteration 4Q: 3 clusters Score -2.46336e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -24637608.000000 Penalty: 6033.015625
	Iteration 5Q: 3 clusters Score -2.463761e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -24642910.000000 Penalty: 6033.015625
	Iteration 6F: 3 clusters Score -2.464291e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -24649434.000000 Penalty: 6033.015625
	Iteration 7F: 3 clusters Score -2.464943e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -24657544.000000 Penalty: 6033.015625
	Iteration 8F: 3 clusters Score -2.465754e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -24664718.000000 Penalty: 6033.015625
	Iteration 9F: 3 clusters Score -2.466472e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -24669792.000000 Penalty: 6033.015625
	Iteration 10Q: 3 clusters Score -2.466979e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -24672564.000000 Penalty: 6033.015625
	Iteration 11Q: 3 clusters Score -2.467256e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -24673986.000000 Penalty: 6033.015625
	Iteration 12Q: 3 clusters Score -2.467399e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -24674926.000000 Penalty: 6033.015625
	Iteration 13Q: 3 clusters Score -2.467493e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 141172 members 
Entering Unmasked Estep 
Score: -24675796.000000 Penalty: 6033.015625
	Iteration 14Q: 3 clusters Score -2.46758e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -24676664.000000 Penalty: 6033.015625
	Iteration 15Q: 3 clusters Score -2.467666e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 146231 members 
Entering Unmasked Estep 
Score: -24677552.000000 Penalty: 6033.015625
	Iteration 16Q: 3 clusters Score -2.467755e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -24678412.000000 Penalty: 6033.015625
	Iteration 17Q: 3 clusters Score -2.467841e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 151370 members 
Entering Unmasked Estep 
Score: -24679306.000000 Penalty: 6033.015625
	Iteration 18Q: 3 clusters Score -2.467931e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -24680304.000000 Penalty: 6033.015625
	Iteration 19Q: 3 clusters Score -2.46803e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -24681130.000000 Penalty: 6033.015625
	Iteration 20F: 3 clusters Score -2.468113e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -24682214.000000 Penalty: 6033.015625
	Iteration 21Q: 3 clusters Score -2.468221e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 161759 members 
Entering Unmasked Estep 
Score: -24683164.000000 Penalty: 6033.015625
	Iteration 22Q: 3 clusters Score -2.468316e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -24684212.000000 Penalty: 6033.015625
	Iteration 23Q: 3 clusters Score -2.468421e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -24685094.000000 Penalty: 6033.015625
	Iteration 24Q: 3 clusters Score -2.468509e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -24686166.000000 Penalty: 6033.015625
	Iteration 25Q: 3 clusters Score -2.468617e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -24687030.000000 Penalty: 6033.015625
	Iteration 26Q: 3 clusters Score -2.468703e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -24687980.000000 Penalty: 6033.015625
	Iteration 27Q: 3 clusters Score -2.468798e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -24688764.000000 Penalty: 6033.015625
	Iteration 28Q: 3 clusters Score -2.468876e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 179228 members 
Entering Unmasked Estep 
Score: -24689306.000000 Penalty: 6033.015625
	Iteration 29Q: 3 clusters Score -2.468931e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 181081 members 
Entering Unmasked Estep 
Score: -24689794.000000 Penalty: 6033.015625
	Iteration 30Q: 3 clusters Score -2.468979e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 182721 members 
Entering Unmasked Estep 
Score: -24690284.000000 Penalty: 6033.015625
	Iteration 31Q: 3 clusters Score -2.469028e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -24690488.000000 Penalty: 6033.015625
	Iteration 32Q: 3 clusters Score -2.469049e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 185189 members 
Entering Unmasked Estep 
Score: -24690608.000000 Penalty: 6033.015625
	Iteration 33Q: 3 clusters Score -2.469061e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
Score: -24690606.000000 Penalty: 6033.015625
	Iteration 34Q: 3 clusters Score -2.469061e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -24690578.000000 Penalty: 6033.015625
	Iteration 35Q: 3 clusters Score -2.469058e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 187243 members 
Entering Unmasked Estep 
Score: -24690592.000000 Penalty: 6033.015625
	Iteration 36Q: 3 clusters Score -2.469059e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 187625 members 
Entering Unmasked Estep 
Score: -24690552.000000 Penalty: 6033.015625
	Iteration 37Q: 3 clusters Score -2.469055e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -24690564.000000 Penalty: 6033.015625
	Iteration 38Q: 3 clusters Score -2.469056e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -24690558.000000 Penalty: 6033.015625
	Iteration 39Q: 3 clusters Score -2.469056e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -24690626.000000 Penalty: 6033.015625
	Iteration 40F: 3 clusters Score -2.469063e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 188676 members 
Entering Unmasked Estep 
Score: -24690628.000000 Penalty: 6033.015625
	Iteration 41Q: 3 clusters Score -2.469063e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 188850 members 
Entering Unmasked Estep 
Score: -24690682.000000 Penalty: 6033.015625
	Iteration 42Q: 3 clusters Score -2.469068e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 188996 members 
Entering Unmasked Estep 
Score: -24690694.000000 Penalty: 6033.015625
	Iteration 43Q: 3 clusters Score -2.469069e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 189122 members 
Entering Unmasked Estep 
Score: -24690670.000000 Penalty: 6033.015625
	Iteration 44Q: 3 clusters Score -2.469067e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
Score: -24690646.000000 Penalty: 6033.015625
	Iteration 45Q: 3 clusters Score -2.469065e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 189289 members 
Entering Unmasked Estep 
Score: -24690650.000000 Penalty: 6033.015625
	Iteration 46Q: 3 clusters Score -2.469065e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 189349 members 
Entering Unmasked Estep 
Score: -24690642.000000 Penalty: 6033.015625
	Iteration 47Q: 3 clusters Score -2.469064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -24690624.000000 Penalty: 6033.015625
	Iteration 48Q: 3 clusters Score -2.469062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 189451 members 
Entering Unmasked Estep 
Score: -24690604.000000 Penalty: 6033.015625
	Iteration 49Q: 3 clusters Score -2.46906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -24690580.000000 Penalty: 6033.015625
	Iteration 50Q: 3 clusters Score -2.469058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 189539 members 
Entering Unmasked Estep 
Score: -24690560.000000 Penalty: 6033.015625
	Iteration 51Q: 3 clusters Score -2.469056e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 189573 members 
Entering Unmasked Estep 
Score: -24690562.000000 Penalty: 6033.015625
	Iteration 52Q: 3 clusters Score -2.469056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 189616 members 
Entering Unmasked Estep 
Score: -24690524.000000 Penalty: 6033.015625
	Iteration 53Q: 3 clusters Score -2.469052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -24690536.000000 Penalty: 6033.015625
	Iteration 54Q: 3 clusters Score -2.469054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -24690540.000000 Penalty: 6033.015625
	Iteration 55Q: 3 clusters Score -2.469054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -24690506.000000 Penalty: 6033.015625
	Iteration 56Q: 3 clusters Score -2.469051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 189741 members 
Entering Unmasked Estep 
Score: -24690512.000000 Penalty: 6033.015625
	Iteration 57Q: 3 clusters Score -2.469051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 189757 members 
Entering Unmasked Estep 
Score: -24690508.000000 Penalty: 6033.015625
	Iteration 58Q: 3 clusters Score -2.469051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 189779 members 
Entering Unmasked Estep 
Score: -24690502.000000 Penalty: 6033.015625
	Iteration 59Q: 3 clusters Score -2.46905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -24690482.000000 Penalty: 6033.015625
	Iteration 60F: 3 clusters Score -2.469048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 189803 members 
Entering Unmasked Estep 
Score: -24690474.000000 Penalty: 6033.015625
	Iteration 61Q: 3 clusters Score -2.469047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 189812 members 
Entering Unmasked Estep 
Score: -24690486.000000 Penalty: 6033.015625
	Iteration 62Q: 3 clusters Score -2.469049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 189822 members 
Entering Unmasked Estep 
Score: -24690476.000000 Penalty: 6033.015625
	Iteration 63Q: 3 clusters Score -2.469048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 189826 members 
Entering Unmasked Estep 
Score: -24690460.000000 Penalty: 6033.015625
	Iteration 64Q: 3 clusters Score -2.469046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 189831 members 
Entering Unmasked Estep 
Score: -24690478.000000 Penalty: 6033.015625
	Iteration 65Q: 3 clusters Score -2.469048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 189839 members 
Entering Unmasked Estep 
Score: -24690472.000000 Penalty: 6033.015625
	Iteration 66Q: 3 clusters Score -2.469047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 189846 members 
Entering Unmasked Estep 
Score: -24690474.000000 Penalty: 6033.015625
	Iteration 67Q: 3 clusters Score -2.469047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -24690478.000000 Penalty: 6033.015625
	Iteration 68Q: 3 clusters Score -2.469048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -24690478.000000 Penalty: 6033.015625
	Iteration 69Q: 3 clusters Score -2.469048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -24690472.000000 Penalty: 6033.015625
	Iteration 70Q: 3 clusters Score -2.469047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 189863 members 
Entering Unmasked Estep 
Score: -24690488.000000 Penalty: 6033.015625
	Iteration 71Q: 3 clusters Score -2.469049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 189866 members 
Entering Unmasked Estep 
Score: -24690476.000000 Penalty: 6033.015625
	Iteration 72Q: 3 clusters Score -2.469048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 189869 members 
Entering Unmasked Estep 
Score: -24690506.000000 Penalty: 6033.015625
	Iteration 73Q: 3 clusters Score -2.469051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 189874 members 
Entering Unmasked Estep 
Score: -24690504.000000 Penalty: 6033.015625
	Iteration 74Q: 3 clusters Score -2.46905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 189881 members 
Entering Unmasked Estep 
Score: -24690480.000000 Penalty: 6033.015625
	Iteration 75Q: 3 clusters Score -2.469048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 189888 members 
Entering Unmasked Estep 
Score: -24690494.000000 Penalty: 6033.015625
	Iteration 76Q: 3 clusters Score -2.469049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 189894 members 
Entering Unmasked Estep 
Score: -24690502.000000 Penalty: 6033.015625
	Iteration 77Q: 3 clusters Score -2.46905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -24690492.000000 Penalty: 6033.015625
	Iteration 78Q: 3 clusters Score -2.469049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -24690500.000000 Penalty: 6033.015625
	Iteration 79Q: 3 clusters Score -2.46905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -24690514.000000 Penalty: 6033.015625
	Iteration 80F: 3 clusters Score -2.469051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -24690508.000000 Penalty: 6033.015625
	Iteration 81Q: 3 clusters Score -2.469051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 189908 members 
Entering Unmasked Estep 
Score: -24690524.000000 Penalty: 6033.015625
	Iteration 82Q: 3 clusters Score -2.469052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 189909 members 
Entering Unmasked Estep 
Score: -24690530.000000 Penalty: 6033.015625
	Iteration 83Q: 3 clusters Score -2.469053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 84Q: 3 clusters Score -2.469052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 189915 members 
Entering Unmasked Estep 
Score: -24690528.000000 Penalty: 6033.015625
	Iteration 85Q: 3 clusters Score -2.469053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 189917 members 
Entering Unmasked Estep 
Score: -24690528.000000 Penalty: 6033.015625
	Iteration 86Q: 3 clusters Score -2.469053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -24690538.000000 Penalty: 6033.015625
	Iteration 87Q: 3 clusters Score -2.469054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -24690544.000000 Penalty: 6033.015625
	Iteration 88Q: 3 clusters Score -2.469054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 189937 members 
Entering Unmasked Estep 
Score: -24690530.000000 Penalty: 6033.015625
	Iteration 89Q: 3 clusters Score -2.469053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 189942 members 
Entering Unmasked Estep 
Score: -24690520.000000 Penalty: 6033.015625
	Iteration 90Q: 3 clusters Score -2.469052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 189949 members 
Entering Unmasked Estep 
Score: -24690528.000000 Penalty: 6033.015625
	Iteration 91Q: 3 clusters Score -2.469053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 189955 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 92Q: 3 clusters Score -2.469052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 189955 members 
Entering Unmasked Estep 
Score: -24690524.000000 Penalty: 6033.015625
	Iteration 93Q: 3 clusters Score -2.469052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 189956 members 
Entering Unmasked Estep 
Score: -24690520.000000 Penalty: 6033.015625
	Iteration 94Q: 3 clusters Score -2.469052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 189959 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 95Q: 3 clusters Score -2.469052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 189964 members 
Entering Unmasked Estep 
Score: -24690504.000000 Penalty: 6033.015625
	Iteration 96Q: 3 clusters Score -2.46905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -24690510.000000 Penalty: 6033.015625
	Iteration 97Q: 3 clusters Score -2.469051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -24690514.000000 Penalty: 6033.015625
	Iteration 98Q: 3 clusters Score -2.469051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 189979 members 
Entering Unmasked Estep 
Score: -24690530.000000 Penalty: 6033.015625
	Iteration 99Q: 3 clusters Score -2.469053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 189982 members 
Entering Unmasked Estep 
Score: -24690524.000000 Penalty: 6033.015625
	Iteration 100F: 3 clusters Score -2.469052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -24690520.000000 Penalty: 6033.015625
	Iteration 101Q: 3 clusters Score -2.469052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -24690532.000000 Penalty: 6033.015625
	Iteration 102Q: 3 clusters Score -2.469053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24690540.000000 Penalty: 6033.015625
	Iteration 103Q: 3 clusters Score -2.469054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -24690538.000000 Penalty: 6033.015625
	Iteration 104Q: 3 clusters Score -2.469054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24690526.000000 Penalty: 6033.015625
	Iteration 105Q: 3 clusters Score -2.469053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 189988 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 106Q: 3 clusters Score -2.469052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 107Q: 3 clusters Score -2.469052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24690522.000000 Penalty: 6033.015625
	Iteration 108F: 3 clusters Score -2.469052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (156334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Entering Unmasked Estep 
Score: -20279056.000000 Penalty: 2966.018066
	Iteration 0F: 2 clusters Score -2.027906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -20174552.000000 Penalty: 5932.036133
	Iteration 0F: 3 clusters Score -2.017455e+07 nChanged 74785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -20218132.000000 Penalty: 5932.036133
	Iteration 1F: 3 clusters Score -2.021813e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -20219988.000000 Penalty: 5932.036133
	Iteration 2Q: 3 clusters Score -2.021999e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 97496 members 
Entering Unmasked Estep 
Score: -20223512.000000 Penalty: 5932.036133
	Iteration 3Q: 3 clusters Score -2.022351e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -20230296.000000 Penalty: 5932.036133
	Iteration 4F: 3 clusters Score -2.02303e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -20241948.000000 Penalty: 5932.036133
	Iteration 5F: 3 clusters Score -2.024195e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -20256274.000000 Penalty: 5932.036133
	Iteration 6F: 3 clusters Score -2.025627e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 147028 members 
Entering Unmasked Estep 
Score: -20267824.000000 Penalty: 5932.036133
	Iteration 7F: 3 clusters Score -2.026782e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -20273342.000000 Penalty: 5932.036133
	Iteration 8Q: 3 clusters Score -2.027334e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -20275406.000000 Penalty: 5932.036133
	Iteration 9Q: 3 clusters Score -2.027541e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -20276108.000000 Penalty: 5932.036133
	Iteration 10Q: 3 clusters Score -2.027611e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -20276308.000000 Penalty: 5932.036133
	Iteration 11Q: 3 clusters Score -2.027631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -20276370.000000 Penalty: 5932.036133
	Iteration 12Q: 3 clusters Score -2.027637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -20276420.000000 Penalty: 5932.036133
	Iteration 13Q: 3 clusters Score -2.027642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20276438.000000 Penalty: 5932.036133
	Iteration 14Q: 3 clusters Score -2.027644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20276452.000000 Penalty: 5932.036133
	Iteration 15Q: 3 clusters Score -2.027645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -20276462.000000 Penalty: 5932.036133
	Iteration 16Q: 3 clusters Score -2.027646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -20276464.000000 Penalty: 5932.036133
	Iteration 17Q: 3 clusters Score -2.027646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -20276476.000000 Penalty: 5932.036133
	Iteration 18Q: 3 clusters Score -2.027648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -20276474.000000 Penalty: 5932.036133
	Iteration 19Q: 3 clusters Score -2.027647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -20276476.000000 Penalty: 5932.036133
	Iteration 20F: 3 clusters Score -2.027648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -20276488.000000 Penalty: 5932.036133
	Iteration 21Q: 3 clusters Score -2.027649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -20276508.000000 Penalty: 5932.036133
	Iteration 22Q: 3 clusters Score -2.027651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -20276508.000000 Penalty: 5932.036133
	Iteration 23F: 3 clusters Score -2.027651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -618815.437500 Penalty: 2098.496826
	Iteration 0F: 2 clusters Score -618815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -614484.250000 Penalty: 4196.993652
	Iteration 0F: 3 clusters Score -614484.2 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -615456.312500 Penalty: 4196.993652
	Iteration 1F: 3 clusters Score -615456.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -615629.125000 Penalty: 4196.993652
	Iteration 2F: 3 clusters Score -615629.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -615727.750000 Penalty: 4196.993652
	Iteration 3Q: 3 clusters Score -615727.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -615789.437500 Penalty: 4196.993652
	Iteration 4Q: 3 clusters Score -615789.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -615832.625000 Penalty: 4196.993652
	Iteration 5Q: 3 clusters Score -615832.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -615864.375000 Penalty: 4196.993652
	Iteration 6Q: 3 clusters Score -615864.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -615890.125000 Penalty: 4196.993652
	Iteration 7Q: 3 clusters Score -615890.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -615910.875000 Penalty: 4196.993652
	Iteration 8Q: 3 clusters Score -615910.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -615931.312500 Penalty: 4196.993652
	Iteration 9Q: 3 clusters Score -615931.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -615954.062500 Penalty: 4196.993652
	Iteration 10Q: 3 clusters Score -615954.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -615972.937500 Penalty: 4196.993652
	Iteration 11Q: 3 clusters Score -615972.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -615995.062500 Penalty: 4196.993652
	Iteration 12Q: 3 clusters Score -615995.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -616009.375000 Penalty: 4196.993652
	Iteration 13Q: 3 clusters Score -616009.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -616029.875000 Penalty: 4196.993652
	Iteration 14Q: 3 clusters Score -616029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -616049.812500 Penalty: 4196.993652
	Iteration 15Q: 3 clusters Score -616049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -616072.250000 Penalty: 4196.993652
	Iteration 16Q: 3 clusters Score -616072.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -616100.750000 Penalty: 4196.993652
	Iteration 17Q: 3 clusters Score -616100.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -616129.312500 Penalty: 4196.993652
	Iteration 18Q: 3 clusters Score -616129.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -616162.187500 Penalty: 4196.993652
	Iteration 19Q: 3 clusters Score -616162.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -616188.750000 Penalty: 4196.993652
	Iteration 20F: 3 clusters Score -616188.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -616213.000000 Penalty: 4196.993652
	Iteration 21Q: 3 clusters Score -616213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -616236.187500 Penalty: 4196.993652
	Iteration 22Q: 3 clusters Score -616236.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -616255.500000 Penalty: 4196.993652
	Iteration 23Q: 3 clusters Score -616255.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -616270.562500 Penalty: 4196.993652
	Iteration 24Q: 3 clusters Score -616270.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -616289.000000 Penalty: 4196.993652
	Iteration 25Q: 3 clusters Score -616289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -616300.812500 Penalty: 4196.993652
	Iteration 26Q: 3 clusters Score -616300.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -616311.125000 Penalty: 4196.993652
	Iteration 27Q: 3 clusters Score -616311.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -616321.437500 Penalty: 4196.993652
	Iteration 28Q: 3 clusters Score -616321.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -616332.625000 Penalty: 4196.993652
	Iteration 29Q: 3 clusters Score -616332.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -616338.625000 Penalty: 4196.993652
	Iteration 30Q: 3 clusters Score -616338.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -616347.625000 Penalty: 4196.993652
	Iteration 31Q: 3 clusters Score -616347.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -616352.625000 Penalty: 4196.993652
	Iteration 32Q: 3 clusters Score -616352.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -616357.187500 Penalty: 4196.993652
	Iteration 33Q: 3 clusters Score -616357.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -616363.437500 Penalty: 4196.993652
	Iteration 34Q: 3 clusters Score -616363.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -616375.250000 Penalty: 4196.993652
	Iteration 35Q: 3 clusters Score -616375.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -616384.250000 Penalty: 4196.993652
	Iteration 36Q: 3 clusters Score -616384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616392.750000 Penalty: 4196.993652
	Iteration 37Q: 3 clusters Score -616392.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -616402.875000 Penalty: 4196.993652
	Iteration 38Q: 3 clusters Score -616402.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -616412.062500 Penalty: 4196.993652
	Iteration 39Q: 3 clusters Score -616412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -616423.812500 Penalty: 4196.993652
	Iteration 40F: 3 clusters Score -616423.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616435.312500 Penalty: 4196.993652
	Iteration 41Q: 3 clusters Score -616435.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -616442.500000 Penalty: 4196.993652
	Iteration 42Q: 3 clusters Score -616442.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -616450.062500 Penalty: 4196.993652
	Iteration 43Q: 3 clusters Score -616450.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -616455.687500 Penalty: 4196.993652
	Iteration 44Q: 3 clusters Score -616455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -616458.875000 Penalty: 4196.993652
	Iteration 45Q: 3 clusters Score -616458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616464.562500 Penalty: 4196.993652
	Iteration 46Q: 3 clusters Score -616464.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616470.625000 Penalty: 4196.993652
	Iteration 47Q: 3 clusters Score -616470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -616473.687500 Penalty: 4196.993652
	Iteration 48Q: 3 clusters Score -616473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -616476.125000 Penalty: 4196.993652
	Iteration 49Q: 3 clusters Score -616476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -616477.812500 Penalty: 4196.993652
	Iteration 50Q: 3 clusters Score -616477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -616480.500000 Penalty: 4196.993652
	Iteration 51Q: 3 clusters Score -616480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -616482.562500 Penalty: 4196.993652
	Iteration 52Q: 3 clusters Score -616482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -616485.562500 Penalty: 4196.993652
	Iteration 53Q: 3 clusters Score -616485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -616489.375000 Penalty: 4196.993652
	Iteration 54Q: 3 clusters Score -616489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -616492.500000 Penalty: 4196.993652
	Iteration 55Q: 3 clusters Score -616492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -616494.500000 Penalty: 4196.993652
	Iteration 56Q: 3 clusters Score -616494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -616499.000000 Penalty: 4196.993652
	Iteration 57Q: 3 clusters Score -616499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -616501.437500 Penalty: 4196.993652
	Iteration 58Q: 3 clusters Score -616501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -616507.562500 Penalty: 4196.993652
	Iteration 59Q: 3 clusters Score -616507.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616513.000000 Penalty: 4196.993652
	Iteration 60F: 3 clusters Score -616513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -616514.875000 Penalty: 4196.993652
	Iteration 61Q: 3 clusters Score -616514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -616516.812500 Penalty: 4196.993652
	Iteration 62Q: 3 clusters Score -616516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -616517.437500 Penalty: 4196.993652
	Iteration 63Q: 3 clusters Score -616517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -616519.875000 Penalty: 4196.993652
	Iteration 64Q: 3 clusters Score -616519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -616522.375000 Penalty: 4196.993652
	Iteration 65Q: 3 clusters Score -616522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -616524.625000 Penalty: 4196.993652
	Iteration 66Q: 3 clusters Score -616524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616528.000000 Penalty: 4196.993652
	Iteration 67Q: 3 clusters Score -616528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -616527.875000 Penalty: 4196.993652
	Iteration 68Q: 3 clusters Score -616527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -616529.500000 Penalty: 4196.993652
	Iteration 69Q: 3 clusters Score -616529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616530.562500 Penalty: 4196.993652
	Iteration 70Q: 3 clusters Score -616530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -616531.125000 Penalty: 4196.993652
	Iteration 71Q: 3 clusters Score -616531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -616531.937500 Penalty: 4196.993652
	Iteration 72Q: 3 clusters Score -616531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616532.375000 Penalty: 4196.993652
	Iteration 73Q: 3 clusters Score -616532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616533.500000 Penalty: 4196.993652
	Iteration 74Q: 3 clusters Score -616533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616534.562500 Penalty: 4196.993652
	Iteration 75Q: 3 clusters Score -616534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -616535.062500 Penalty: 4196.993652
	Iteration 76Q: 3 clusters Score -616535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616535.875000 Penalty: 4196.993652
	Iteration 77Q: 3 clusters Score -616535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616535.875000 Penalty: 4196.993652
	Iteration 78F: 3 clusters Score -616535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Entering Unmasked Estep 
Score: -3251299.250000 Penalty: 2510.967529
	Iteration 0F: 2 clusters Score -3251299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3234025.500000 Penalty: 5021.935059
	Iteration 0F: 3 clusters Score -3234026 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3239927.250000 Penalty: 5021.935059
	Iteration 1F: 3 clusters Score -3239927 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3240226.750000 Penalty: 5021.935059
	Iteration 2Q: 3 clusters Score -3240227 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3240458.750000 Penalty: 5021.935059
	Iteration 3Q: 3 clusters Score -3240459 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3240627.250000 Penalty: 5021.935059
	Iteration 4Q: 3 clusters Score -3240627 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3240810.250000 Penalty: 5021.935059
	Iteration 5Q: 3 clusters Score -3240810 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3240961.000000 Penalty: 5021.935059
	Iteration 6Q: 3 clusters Score -3240961 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3241162.250000 Penalty: 5021.935059
	Iteration 7Q: 3 clusters Score -3241162 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3241387.500000 Penalty: 5021.935059
	Iteration 8Q: 3 clusters Score -3241388 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3241716.750000 Penalty: 5021.935059
	Iteration 9Q: 3 clusters Score -3241717 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3242122.500000 Penalty: 5021.935059
	Iteration 10Q: 3 clusters Score -3242122 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3242707.000000 Penalty: 5021.935059
	Iteration 11Q: 3 clusters Score -3242707 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3243516.250000 Penalty: 5021.935059
	Iteration 12F: 3 clusters Score -3243516 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3244572.500000 Penalty: 5021.935059
	Iteration 13F: 3 clusters Score -3244572 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3245670.750000 Penalty: 5021.935059
	Iteration 14F: 3 clusters Score -3245671 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3246580.500000 Penalty: 5021.935059
	Iteration 15F: 3 clusters Score -3246580 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3247163.500000 Penalty: 5021.935059
	Iteration 16Q: 3 clusters Score -3247164 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3247484.750000 Penalty: 5021.935059
	Iteration 17Q: 3 clusters Score -3247485 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3247685.750000 Penalty: 5021.935059
	Iteration 18Q: 3 clusters Score -3247686 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3247824.000000 Penalty: 5021.935059
	Iteration 19Q: 3 clusters Score -3247824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3247963.000000 Penalty: 5021.935059
	Iteration 20F: 3 clusters Score -3247963 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3248065.750000 Penalty: 5021.935059
	Iteration 21Q: 3 clusters Score -3248066 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3248193.500000 Penalty: 5021.935059
	Iteration 22Q: 3 clusters Score -3248194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3248293.250000 Penalty: 5021.935059
	Iteration 23Q: 3 clusters Score -3248293 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3248359.250000 Penalty: 5021.935059
	Iteration 24Q: 3 clusters Score -3248359 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3248428.000000 Penalty: 5021.935059
	Iteration 25Q: 3 clusters Score -3248428 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3248493.000000 Penalty: 5021.935059
	Iteration 26Q: 3 clusters Score -3248493 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3248549.000000 Penalty: 5021.935059
	Iteration 27Q: 3 clusters Score -3248549 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3248585.500000 Penalty: 5021.935059
	Iteration 28Q: 3 clusters Score -3248586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3248636.500000 Penalty: 5021.935059
	Iteration 29Q: 3 clusters Score -3248636 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3248702.000000 Penalty: 5021.935059
	Iteration 30Q: 3 clusters Score -3248702 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3248752.750000 Penalty: 5021.935059
	Iteration 31Q: 3 clusters Score -3248753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3248783.000000 Penalty: 5021.935059
	Iteration 32Q: 3 clusters Score -3248783 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3248837.250000 Penalty: 5021.935059
	Iteration 33Q: 3 clusters Score -3248837 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3248890.500000 Penalty: 5021.935059
	Iteration 34Q: 3 clusters Score -3248890 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3248939.750000 Penalty: 5021.935059
	Iteration 35Q: 3 clusters Score -3248940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3249001.500000 Penalty: 5021.935059
	Iteration 36Q: 3 clusters Score -3249002 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3249059.750000 Penalty: 5021.935059
	Iteration 37Q: 3 clusters Score -3249060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3249103.000000 Penalty: 5021.935059
	Iteration 38Q: 3 clusters Score -3249103 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3249151.000000 Penalty: 5021.935059
	Iteration 39Q: 3 clusters Score -3249151 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3249182.750000 Penalty: 5021.935059
	Iteration 40F: 3 clusters Score -3249183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3249210.000000 Penalty: 5021.935059
	Iteration 41Q: 3 clusters Score -3249210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3249228.250000 Penalty: 5021.935059
	Iteration 42Q: 3 clusters Score -3249228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3249244.000000 Penalty: 5021.935059
	Iteration 43Q: 3 clusters Score -3249244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3249262.250000 Penalty: 5021.935059
	Iteration 44Q: 3 clusters Score -3249262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3249279.000000 Penalty: 5021.935059
	Iteration 45Q: 3 clusters Score -3249279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3249302.500000 Penalty: 5021.935059
	Iteration 46Q: 3 clusters Score -3249302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3249316.500000 Penalty: 5021.935059
	Iteration 47Q: 3 clusters Score -3249316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3249321.000000 Penalty: 5021.935059
	Iteration 48Q: 3 clusters Score -3249321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3249326.000000 Penalty: 5021.935059
	Iteration 49Q: 3 clusters Score -3249326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3249333.250000 Penalty: 5021.935059
	Iteration 50Q: 3 clusters Score -3249333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3249342.250000 Penalty: 5021.935059
	Iteration 51Q: 3 clusters Score -3249342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3249347.250000 Penalty: 5021.935059
	Iteration 52Q: 3 clusters Score -3249347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3249356.750000 Penalty: 5021.935059
	Iteration 53Q: 3 clusters Score -3249357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3249365.000000 Penalty: 5021.935059
	Iteration 54Q: 3 clusters Score -3249365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3249371.000000 Penalty: 5021.935059
	Iteration 55Q: 3 clusters Score -3249371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3249377.500000 Penalty: 5021.935059
	Iteration 56Q: 3 clusters Score -3249378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3249378.250000 Penalty: 5021.935059
	Iteration 57Q: 3 clusters Score -3249378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3249381.750000 Penalty: 5021.935059
	Iteration 58Q: 3 clusters Score -3249382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3249383.000000 Penalty: 5021.935059
	Iteration 59Q: 3 clusters Score -3249383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3249391.250000 Penalty: 5021.935059
	Iteration 60F: 3 clusters Score -3249391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3249403.750000 Penalty: 5021.935059
	Iteration 61Q: 3 clusters Score -3249404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3249408.500000 Penalty: 5021.935059
	Iteration 62Q: 3 clusters Score -3249408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3249418.750000 Penalty: 5021.935059
	Iteration 63Q: 3 clusters Score -3249419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3249429.500000 Penalty: 5021.935059
	Iteration 64Q: 3 clusters Score -3249430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3249436.500000 Penalty: 5021.935059
	Iteration 65Q: 3 clusters Score -3249436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3249440.750000 Penalty: 5021.935059
	Iteration 66Q: 3 clusters Score -3249441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3249445.000000 Penalty: 5021.935059
	Iteration 67Q: 3 clusters Score -3249445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3249448.000000 Penalty: 5021.935059
	Iteration 68Q: 3 clusters Score -3249448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3249446.250000 Penalty: 5021.935059
	Iteration 69Q: 3 clusters Score -3249446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3249448.250000 Penalty: 5021.935059
	Iteration 70Q: 3 clusters Score -3249448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3249448.250000 Penalty: 5021.935059
	Iteration 71Q: 3 clusters Score -3249448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3249454.500000 Penalty: 5021.935059
	Iteration 72Q: 3 clusters Score -3249454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3249460.250000 Penalty: 5021.935059
	Iteration 73Q: 3 clusters Score -3249460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3249468.750000 Penalty: 5021.935059
	Iteration 74Q: 3 clusters Score -3249469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3249471.250000 Penalty: 5021.935059
	Iteration 75Q: 3 clusters Score -3249471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3249474.500000 Penalty: 5021.935059
	Iteration 76Q: 3 clusters Score -3249474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3249483.750000 Penalty: 5021.935059
	Iteration 77Q: 3 clusters Score -3249484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3249489.750000 Penalty: 5021.935059
	Iteration 78Q: 3 clusters Score -3249490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3249499.500000 Penalty: 5021.935059
	Iteration 79Q: 3 clusters Score -3249500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3249492.750000 Penalty: 5021.935059
	Iteration 80F: 3 clusters Score -3249493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3249495.250000 Penalty: 5021.935059
	Iteration 81Q: 3 clusters Score -3249495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3249495.500000 Penalty: 5021.935059
	Iteration 82Q: 3 clusters Score -3249496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3249500.000000 Penalty: 5021.935059
	Iteration 83Q: 3 clusters Score -3249500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3249497.750000 Penalty: 5021.935059
	Iteration 84Q: 3 clusters Score -3249498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3249502.250000 Penalty: 5021.935059
	Iteration 85Q: 3 clusters Score -3249502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3249501.750000 Penalty: 5021.935059
	Iteration 86Q: 3 clusters Score -3249502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3249499.250000 Penalty: 5021.935059
	Iteration 87Q: 3 clusters Score -3249499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3249496.750000 Penalty: 5021.935059
	Iteration 88Q: 3 clusters Score -3249497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3249495.000000 Penalty: 5021.935059
	Iteration 89Q: 3 clusters Score -3249495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3249492.000000 Penalty: 5021.935059
	Iteration 90Q: 3 clusters Score -3249492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3249500.250000 Penalty: 5021.935059
	Iteration 91Q: 3 clusters Score -3249500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3249502.000000 Penalty: 5021.935059
	Iteration 92Q: 3 clusters Score -3249502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3249499.250000 Penalty: 5021.935059
	Iteration 93Q: 3 clusters Score -3249499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3249507.250000 Penalty: 5021.935059
	Iteration 94Q: 3 clusters Score -3249507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3249499.000000 Penalty: 5021.935059
	Iteration 95Q: 3 clusters Score -3249499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3249501.250000 Penalty: 5021.935059
	Iteration 96Q: 3 clusters Score -3249501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3249506.250000 Penalty: 5021.935059
	Iteration 97Q: 3 clusters Score -3249506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3249503.750000 Penalty: 5021.935059
	Iteration 98Q: 3 clusters Score -3249504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3249504.000000 Penalty: 5021.935059
	Iteration 99Q: 3 clusters Score -3249504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3249504.000000 Penalty: 5021.935059
	Iteration 100F: 3 clusters Score -3249504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Entering Unmasked Estep 
Score: -3207392.750000 Penalty: 2511.444092
	Iteration 0F: 2 clusters Score -3207393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3190112.750000 Penalty: 5022.888184
	Iteration 0F: 3 clusters Score -3190113 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3196279.750000 Penalty: 5022.888184
	Iteration 1F: 3 clusters Score -3196280 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3197004.500000 Penalty: 5022.888184
	Iteration 2F: 3 clusters Score -3197004 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3197880.000000 Penalty: 5022.888184
	Iteration 3F: 3 clusters Score -3197880 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3198981.500000 Penalty: 5022.888184
	Iteration 4F: 3 clusters Score -3198982 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3200185.750000 Penalty: 5022.888184
	Iteration 5F: 3 clusters Score -3200186 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3201322.750000 Penalty: 5022.888184
	Iteration 6F: 3 clusters Score -3201323 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3202174.500000 Penalty: 5022.888184
	Iteration 7F: 3 clusters Score -3202174 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3202724.000000 Penalty: 5022.888184
	Iteration 8Q: 3 clusters Score -3202724 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3203084.750000 Penalty: 5022.888184
	Iteration 9Q: 3 clusters Score -3203085 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3203284.250000 Penalty: 5022.888184
	Iteration 10Q: 3 clusters Score -3203284 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3203421.000000 Penalty: 5022.888184
	Iteration 11Q: 3 clusters Score -3203421 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3203522.250000 Penalty: 5022.888184
	Iteration 12Q: 3 clusters Score -3203522 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3203599.000000 Penalty: 5022.888184
	Iteration 13Q: 3 clusters Score -3203599 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3203700.750000 Penalty: 5022.888184
	Iteration 14Q: 3 clusters Score -3203701 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3203800.000000 Penalty: 5022.888184
	Iteration 15Q: 3 clusters Score -3203800 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3203888.750000 Penalty: 5022.888184
	Iteration 16Q: 3 clusters Score -3203889 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3203993.750000 Penalty: 5022.888184
	Iteration 17Q: 3 clusters Score -3203994 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3204084.500000 Penalty: 5022.888184
	Iteration 18Q: 3 clusters Score -3204084 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3204189.500000 Penalty: 5022.888184
	Iteration 19Q: 3 clusters Score -3204190 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3204314.750000 Penalty: 5022.888184
	Iteration 20F: 3 clusters Score -3204315 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3204439.000000 Penalty: 5022.888184
	Iteration 21Q: 3 clusters Score -3204439 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3204549.250000 Penalty: 5022.888184
	Iteration 22Q: 3 clusters Score -3204549 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3204674.250000 Penalty: 5022.888184
	Iteration 23Q: 3 clusters Score -3204674 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3204833.500000 Penalty: 5022.888184
	Iteration 24Q: 3 clusters Score -3204834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3204966.250000 Penalty: 5022.888184
	Iteration 25Q: 3 clusters Score -3204966 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3205101.500000 Penalty: 5022.888184
	Iteration 26Q: 3 clusters Score -3205102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3205202.500000 Penalty: 5022.888184
	Iteration 27Q: 3 clusters Score -3205202 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3205310.000000 Penalty: 5022.888184
	Iteration 28Q: 3 clusters Score -3205310 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3205393.750000 Penalty: 5022.888184
	Iteration 29Q: 3 clusters Score -3205394 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3205467.000000 Penalty: 5022.888184
	Iteration 30Q: 3 clusters Score -3205467 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3205535.000000 Penalty: 5022.888184
	Iteration 31Q: 3 clusters Score -3205535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3205603.250000 Penalty: 5022.888184
	Iteration 32Q: 3 clusters Score -3205603 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3205661.250000 Penalty: 5022.888184
	Iteration 33Q: 3 clusters Score -3205661 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3205713.250000 Penalty: 5022.888184
	Iteration 34Q: 3 clusters Score -3205713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3205753.000000 Penalty: 5022.888184
	Iteration 35Q: 3 clusters Score -3205753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3205792.000000 Penalty: 5022.888184
	Iteration 36Q: 3 clusters Score -3205792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3205812.250000 Penalty: 5022.888184
	Iteration 37Q: 3 clusters Score -3205812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3205826.500000 Penalty: 5022.888184
	Iteration 38Q: 3 clusters Score -3205826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3205846.250000 Penalty: 5022.888184
	Iteration 39Q: 3 clusters Score -3205846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3205858.250000 Penalty: 5022.888184
	Iteration 40F: 3 clusters Score -3205858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3205866.000000 Penalty: 5022.888184
	Iteration 41Q: 3 clusters Score -3205866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3205882.250000 Penalty: 5022.888184
	Iteration 42Q: 3 clusters Score -3205882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3205883.000000 Penalty: 5022.888184
	Iteration 43Q: 3 clusters Score -3205883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3205895.250000 Penalty: 5022.888184
	Iteration 44Q: 3 clusters Score -3205895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3205899.750000 Penalty: 5022.888184
	Iteration 45Q: 3 clusters Score -3205900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3205900.000000 Penalty: 5022.888184
	Iteration 46Q: 3 clusters Score -3205900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3205908.500000 Penalty: 5022.888184
	Iteration 47Q: 3 clusters Score -3205908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3205918.250000 Penalty: 5022.888184
	Iteration 48Q: 3 clusters Score -3205918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3205914.250000 Penalty: 5022.888184
	Iteration 49Q: 3 clusters Score -3205914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3205924.250000 Penalty: 5022.888184
	Iteration 50Q: 3 clusters Score -3205924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3205933.750000 Penalty: 5022.888184
	Iteration 51Q: 3 clusters Score -3205934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3205934.000000 Penalty: 5022.888184
	Iteration 52Q: 3 clusters Score -3205934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3205933.500000 Penalty: 5022.888184
	Iteration 53Q: 3 clusters Score -3205934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3205932.000000 Penalty: 5022.888184
	Iteration 54Q: 3 clusters Score -3205932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3205939.500000 Penalty: 5022.888184
	Iteration 55Q: 3 clusters Score -3205940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3205942.750000 Penalty: 5022.888184
	Iteration 56Q: 3 clusters Score -3205943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3205941.500000 Penalty: 5022.888184
	Iteration 57Q: 3 clusters Score -3205942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3205943.250000 Penalty: 5022.888184
	Iteration 58Q: 3 clusters Score -3205943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3205945.500000 Penalty: 5022.888184
	Iteration 59Q: 3 clusters Score -3205946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3205944.750000 Penalty: 5022.888184
	Iteration 60F: 3 clusters Score -3205945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3205949.750000 Penalty: 5022.888184
	Iteration 61Q: 3 clusters Score -3205950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3205952.250000 Penalty: 5022.888184
	Iteration 62Q: 3 clusters Score -3205952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3205949.250000 Penalty: 5022.888184
	Iteration 63Q: 3 clusters Score -3205949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3205958.750000 Penalty: 5022.888184
	Iteration 64Q: 3 clusters Score -3205959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3205958.000000 Penalty: 5022.888184
	Iteration 65Q: 3 clusters Score -3205958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3205958.250000 Penalty: 5022.888184
	Iteration 66Q: 3 clusters Score -3205958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3205956.000000 Penalty: 5022.888184
	Iteration 67Q: 3 clusters Score -3205956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3205959.250000 Penalty: 5022.888184
	Iteration 68Q: 3 clusters Score -3205959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3205957.250000 Penalty: 5022.888184
	Iteration 69Q: 3 clusters Score -3205957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3205958.250000 Penalty: 5022.888184
	Iteration 70Q: 3 clusters Score -3205958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3205966.500000 Penalty: 5022.888184
	Iteration 71Q: 3 clusters Score -3205966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3205970.000000 Penalty: 5022.888184
	Iteration 72Q: 3 clusters Score -3205970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3205971.000000 Penalty: 5022.888184
	Iteration 73Q: 3 clusters Score -3205971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3205974.000000 Penalty: 5022.888184
	Iteration 74Q: 3 clusters Score -3205974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3205974.000000 Penalty: 5022.888184
	Iteration 75Q: 3 clusters Score -3205974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3205974.000000 Penalty: 5022.888184
	Iteration 76F: 3 clusters Score -3205974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Entering Unmasked Estep 
Score: -2809949.000000 Penalty: 2475.403564
	Iteration 0F: 2 clusters Score -2809949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2794902.750000 Penalty: 4950.807129
	Iteration 0F: 3 clusters Score -2794903 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2799814.500000 Penalty: 4950.807129
	Iteration 1F: 3 clusters Score -2799814 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2800210.250000 Penalty: 4950.807129
	Iteration 2F: 3 clusters Score -2800210 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2800601.750000 Penalty: 4950.807129
	Iteration 3Q: 3 clusters Score -2800602 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2801023.250000 Penalty: 4950.807129
	Iteration 4Q: 3 clusters Score -2801023 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2801541.000000 Penalty: 4950.807129
	Iteration 5Q: 3 clusters Score -2801541 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2802232.750000 Penalty: 4950.807129
	Iteration 6F: 3 clusters Score -2802233 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2803158.750000 Penalty: 4950.807129
	Iteration 7F: 3 clusters Score -2803159 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2804290.000000 Penalty: 4950.807129
	Iteration 8F: 3 clusters Score -2804290 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2805448.500000 Penalty: 4950.807129
	Iteration 9F: 3 clusters Score -2805448 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2806396.000000 Penalty: 4950.807129
	Iteration 10Q: 3 clusters Score -2806396 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2807084.750000 Penalty: 4950.807129
	Iteration 11Q: 3 clusters Score -2807085 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2807526.500000 Penalty: 4950.807129
	Iteration 12Q: 3 clusters Score -2807526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2807761.750000 Penalty: 4950.807129
	Iteration 13Q: 3 clusters Score -2807762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2807879.000000 Penalty: 4950.807129
	Iteration 14Q: 3 clusters Score -2807879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2807936.500000 Penalty: 4950.807129
	Iteration 15Q: 3 clusters Score -2807936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2807976.250000 Penalty: 4950.807129
	Iteration 16Q: 3 clusters Score -2807976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2808006.000000 Penalty: 4950.807129
	Iteration 17Q: 3 clusters Score -2808006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2808026.250000 Penalty: 4950.807129
	Iteration 18Q: 3 clusters Score -2808026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2808046.750000 Penalty: 4950.807129
	Iteration 19Q: 3 clusters Score -2808047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2808055.750000 Penalty: 4950.807129
	Iteration 20F: 3 clusters Score -2808056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2808063.250000 Penalty: 4950.807129
	Iteration 21Q: 3 clusters Score -2808063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2808063.000000 Penalty: 4950.807129
	Iteration 22Q: 3 clusters Score -2808063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2808064.500000 Penalty: 4950.807129
	Iteration 23Q: 3 clusters Score -2808064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2808068.250000 Penalty: 4950.807129
	Iteration 24Q: 3 clusters Score -2808068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2808077.750000 Penalty: 4950.807129
	Iteration 25Q: 3 clusters Score -2808078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2808080.000000 Penalty: 4950.807129
	Iteration 26Q: 3 clusters Score -2808080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2808078.500000 Penalty: 4950.807129
	Iteration 27Q: 3 clusters Score -2808078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2808085.000000 Penalty: 4950.807129
	Iteration 28Q: 3 clusters Score -2808085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2808087.000000 Penalty: 4950.807129
	Iteration 29Q: 3 clusters Score -2808087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2808086.000000 Penalty: 4950.807129
	Iteration 30Q: 3 clusters Score -2808086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2808086.000000 Penalty: 4950.807129
	Iteration 31F: 3 clusters Score -2808086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (235076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235076 members 
Entering Unmasked Estep 
Score: -30193154.000000 Penalty: 3067.180664
	Iteration 0F: 2 clusters Score -3.019315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117477 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -30046162.000000 Penalty: 6134.361328
	Iteration 0F: 3 clusters Score -3.004616e+07 nChanged 113321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -30113758.000000 Penalty: 6134.361328
	Iteration 1F: 3 clusters Score -3.011376e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -30115258.000000 Penalty: 6134.361328
	Iteration 2Q: 3 clusters Score -3.011526e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -30117154.000000 Penalty: 6134.361328
	Iteration 3Q: 3 clusters Score -3.011715e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -30119520.000000 Penalty: 6134.361328
	Iteration 4Q: 3 clusters Score -3.011952e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -30123546.000000 Penalty: 6134.361328
	Iteration 5Q: 3 clusters Score -3.012355e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -30130148.000000 Penalty: 6134.361328
	Iteration 6Q: 3 clusters Score -3.013015e+07 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -30139302.000000 Penalty: 6134.361328
	Iteration 7F: 3 clusters Score -3.01393e+07 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -30150962.000000 Penalty: 6134.361328
	Iteration 8F: 3 clusters Score -3.015096e+07 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 135240 members 
Entering Unmasked Estep 
Score: -30161886.000000 Penalty: 6134.361328
	Iteration 9F: 3 clusters Score -3.016189e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -30168248.000000 Penalty: 6134.361328
	Iteration 10F: 3 clusters Score -3.016825e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
Score: -30170674.000000 Penalty: 6134.361328
	Iteration 11Q: 3 clusters Score -3.017067e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
Score: -30172080.000000 Penalty: 6134.361328
	Iteration 12Q: 3 clusters Score -3.017208e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 136684 members 
Entering Unmasked Estep 
Score: -30173174.000000 Penalty: 6134.361328
	Iteration 13Q: 3 clusters Score -3.017317e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -30174080.000000 Penalty: 6134.361328
	Iteration 14Q: 3 clusters Score -3.017408e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -30175042.000000 Penalty: 6134.361328
	Iteration 15Q: 3 clusters Score -3.017504e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -30175826.000000 Penalty: 6134.361328
	Iteration 16Q: 3 clusters Score -3.017583e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -30176532.000000 Penalty: 6134.361328
	Iteration 17Q: 3 clusters Score -3.017653e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -30177548.000000 Penalty: 6134.361328
	Iteration 18Q: 3 clusters Score -3.017755e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 137765 members 
Entering Unmasked Estep 
Score: -30178250.000000 Penalty: 6134.361328
	Iteration 19Q: 3 clusters Score -3.017825e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -30179052.000000 Penalty: 6134.361328
	Iteration 20F: 3 clusters Score -3.017905e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -30179704.000000 Penalty: 6134.361328
	Iteration 21Q: 3 clusters Score -3.01797e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -30180200.000000 Penalty: 6134.361328
	Iteration 22Q: 3 clusters Score -3.01802e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -30180864.000000 Penalty: 6134.361328
	Iteration 23Q: 3 clusters Score -3.018086e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -30181370.000000 Penalty: 6134.361328
	Iteration 24Q: 3 clusters Score -3.018137e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -30181894.000000 Penalty: 6134.361328
	Iteration 25Q: 3 clusters Score -3.018189e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -30182470.000000 Penalty: 6134.361328
	Iteration 26Q: 3 clusters Score -3.018247e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 140276 members 
Entering Unmasked Estep 
Score: -30182786.000000 Penalty: 6134.361328
	Iteration 27Q: 3 clusters Score -3.018279e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -30183078.000000 Penalty: 6134.361328
	Iteration 28Q: 3 clusters Score -3.018308e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -30183318.000000 Penalty: 6134.361328
	Iteration 29Q: 3 clusters Score -3.018332e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -30183536.000000 Penalty: 6134.361328
	Iteration 30Q: 3 clusters Score -3.018354e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -30183698.000000 Penalty: 6134.361328
	Iteration 31Q: 3 clusters Score -3.01837e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -30183880.000000 Penalty: 6134.361328
	Iteration 32Q: 3 clusters Score -3.018388e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -30183996.000000 Penalty: 6134.361328
	Iteration 33Q: 3 clusters Score -3.0184e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -30184034.000000 Penalty: 6134.361328
	Iteration 34Q: 3 clusters Score -3.018403e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 145673 members 
Entering Unmasked Estep 
Score: -30184218.000000 Penalty: 6134.361328
	Iteration 35Q: 3 clusters Score -3.018422e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -30184286.000000 Penalty: 6134.361328
	Iteration 36Q: 3 clusters Score -3.018429e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -30184422.000000 Penalty: 6134.361328
	Iteration 37Q: 3 clusters Score -3.018442e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -30184516.000000 Penalty: 6134.361328
	Iteration 38Q: 3 clusters Score -3.018452e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -30184634.000000 Penalty: 6134.361328
	Iteration 39Q: 3 clusters Score -3.018463e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 149618 members 
Entering Unmasked Estep 
Score: -30184668.000000 Penalty: 6134.361328
	Iteration 40F: 3 clusters Score -3.018467e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -30184744.000000 Penalty: 6134.361328
	Iteration 41Q: 3 clusters Score -3.018474e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 151055 members 
Entering Unmasked Estep 
Score: -30184850.000000 Penalty: 6134.361328
	Iteration 42Q: 3 clusters Score -3.018485e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -30184872.000000 Penalty: 6134.361328
	Iteration 43Q: 3 clusters Score -3.018487e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -30184856.000000 Penalty: 6134.361328
	Iteration 44Q: 3 clusters Score -3.018486e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -30184988.000000 Penalty: 6134.361328
	Iteration 45Q: 3 clusters Score -3.018499e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -30185052.000000 Penalty: 6134.361328
	Iteration 46Q: 3 clusters Score -3.018505e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -30185102.000000 Penalty: 6134.361328
	Iteration 47Q: 3 clusters Score -3.01851e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -30185140.000000 Penalty: 6134.361328
	Iteration 48Q: 3 clusters Score -3.018514e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -30185262.000000 Penalty: 6134.361328
	Iteration 49Q: 3 clusters Score -3.018526e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 156684 members 
Entering Unmasked Estep 
Score: -30185264.000000 Penalty: 6134.361328
	Iteration 50Q: 3 clusters Score -3.018526e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -30185260.000000 Penalty: 6134.361328
	Iteration 51Q: 3 clusters Score -3.018526e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -30185350.000000 Penalty: 6134.361328
	Iteration 52Q: 3 clusters Score -3.018535e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 158749 members 
Entering Unmasked Estep 
Score: -30185368.000000 Penalty: 6134.361328
	Iteration 53Q: 3 clusters Score -3.018537e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -30185410.000000 Penalty: 6134.361328
	Iteration 54Q: 3 clusters Score -3.018541e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -30185480.000000 Penalty: 6134.361328
	Iteration 55Q: 3 clusters Score -3.018548e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -30185404.000000 Penalty: 6134.361328
	Iteration 56Q: 3 clusters Score -3.01854e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 161561 members 
Entering Unmasked Estep 
Score: -30185384.000000 Penalty: 6134.361328
	Iteration 57Q: 3 clusters Score -3.018538e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -30185488.000000 Penalty: 6134.361328
	Iteration 58Q: 3 clusters Score -3.018549e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -30185602.000000 Penalty: 6134.361328
	Iteration 59Q: 3 clusters Score -3.01856e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -30185720.000000 Penalty: 6134.361328
	Iteration 60F: 3 clusters Score -3.018572e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -30185672.000000 Penalty: 6134.361328
	Iteration 61Q: 3 clusters Score -3.018567e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -30185552.000000 Penalty: 6134.361328
	Iteration 62Q: 3 clusters Score -3.018555e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -30185610.000000 Penalty: 6134.361328
	Iteration 63Q: 3 clusters Score -3.018561e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -30185668.000000 Penalty: 6134.361328
	Iteration 64Q: 3 clusters Score -3.018567e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 167275 members 
Entering Unmasked Estep 
Score: -30185580.000000 Penalty: 6134.361328
	Iteration 65Q: 3 clusters Score -3.018558e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -30185694.000000 Penalty: 6134.361328
	Iteration 66Q: 3 clusters Score -3.018569e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -30185870.000000 Penalty: 6134.361328
	Iteration 67Q: 3 clusters Score -3.018587e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -30185840.000000 Penalty: 6134.361328
	Iteration 68Q: 3 clusters Score -3.018584e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -30185902.000000 Penalty: 6134.361328
	Iteration 69Q: 3 clusters Score -3.01859e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -30185926.000000 Penalty: 6134.361328
	Iteration 70Q: 3 clusters Score -3.018593e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -30186020.000000 Penalty: 6134.361328
	Iteration 71Q: 3 clusters Score -3.018602e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 173135 members 
Entering Unmasked Estep 
Score: -30186074.000000 Penalty: 6134.361328
	Iteration 72Q: 3 clusters Score -3.018607e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -30186118.000000 Penalty: 6134.361328
	Iteration 73Q: 3 clusters Score -3.018612e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 174941 members 
Entering Unmasked Estep 
Score: -30186154.000000 Penalty: 6134.361328
	Iteration 74Q: 3 clusters Score -3.018615e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -30186214.000000 Penalty: 6134.361328
	Iteration 75Q: 3 clusters Score -3.018621e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -30186236.000000 Penalty: 6134.361328
	Iteration 76Q: 3 clusters Score -3.018624e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 177815 members 
Entering Unmasked Estep 
Score: -30186496.000000 Penalty: 6134.361328
	Iteration 77Q: 3 clusters Score -3.01865e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -30186566.000000 Penalty: 6134.361328
	Iteration 78Q: 3 clusters Score -3.018657e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -30186558.000000 Penalty: 6134.361328
	Iteration 79Q: 3 clusters Score -3.018656e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -30186648.000000 Penalty: 6134.361328
	Iteration 80F: 3 clusters Score -3.018665e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 181303 members 
Entering Unmasked Estep 
Score: -30186672.000000 Penalty: 6134.361328
	Iteration 81Q: 3 clusters Score -3.018667e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 182153 members 
Entering Unmasked Estep 
Score: -30186656.000000 Penalty: 6134.361328
	Iteration 82Q: 3 clusters Score -3.018666e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 182953 members 
Entering Unmasked Estep 
Score: -30186756.000000 Penalty: 6134.361328
	Iteration 83Q: 3 clusters Score -3.018676e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -30186788.000000 Penalty: 6134.361328
	Iteration 84Q: 3 clusters Score -3.018679e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 184557 members 
Entering Unmasked Estep 
Score: -30186816.000000 Penalty: 6134.361328
	Iteration 85Q: 3 clusters Score -3.018682e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 185346 members 
Entering Unmasked Estep 
Score: -30186704.000000 Penalty: 6134.361328
	Iteration 86Q: 3 clusters Score -3.01867e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 186118 members 
Entering Unmasked Estep 
Score: -30186704.000000 Penalty: 6134.361328
	Iteration 87Q: 3 clusters Score -3.01867e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 186875 members 
Entering Unmasked Estep 
Score: -30186728.000000 Penalty: 6134.361328
	Iteration 88Q: 3 clusters Score -3.018673e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -30186758.000000 Penalty: 6134.361328
	Iteration 89Q: 3 clusters Score -3.018676e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 188422 members 
Entering Unmasked Estep 
Score: -30186782.000000 Penalty: 6134.361328
	Iteration 90Q: 3 clusters Score -3.018678e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -30186786.000000 Penalty: 6134.361328
	Iteration 91Q: 3 clusters Score -3.018679e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -30186794.000000 Penalty: 6134.361328
	Iteration 92Q: 3 clusters Score -3.018679e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -30186826.000000 Penalty: 6134.361328
	Iteration 93Q: 3 clusters Score -3.018683e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 192104 members 
Entering Unmasked Estep 
Score: -30186852.000000 Penalty: 6134.361328
	Iteration 94Q: 3 clusters Score -3.018685e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 193050 members 
Entering Unmasked Estep 
Score: -30186766.000000 Penalty: 6134.361328
	Iteration 95Q: 3 clusters Score -3.018677e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 194055 members 
Entering Unmasked Estep 
Score: -30186742.000000 Penalty: 6134.361328
	Iteration 96Q: 3 clusters Score -3.018674e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 195129 members 
Entering Unmasked Estep 
Score: -30186690.000000 Penalty: 6134.361328
	Iteration 97Q: 3 clusters Score -3.018669e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 196140 members 
Entering Unmasked Estep 
Score: -30186670.000000 Penalty: 6134.361328
	Iteration 98Q: 3 clusters Score -3.018667e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 197151 members 
Entering Unmasked Estep 
Score: -30186592.000000 Penalty: 6134.361328
	Iteration 99Q: 3 clusters Score -3.018659e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 198106 members 
Entering Unmasked Estep 
Score: -30186610.000000 Penalty: 6134.361328
	Iteration 100F: 3 clusters Score -3.018661e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 199070 members 
Entering Unmasked Estep 
Score: -30186672.000000 Penalty: 6134.361328
	Iteration 101Q: 3 clusters Score -3.018667e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -30186694.000000 Penalty: 6134.361328
	Iteration 102Q: 3 clusters Score -3.018669e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -30186748.000000 Penalty: 6134.361328
	Iteration 103Q: 3 clusters Score -3.018675e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 201911 members 
Entering Unmasked Estep 
Score: -30186790.000000 Penalty: 6134.361328
	Iteration 104Q: 3 clusters Score -3.018679e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 202851 members 
Entering Unmasked Estep 
Score: -30186890.000000 Penalty: 6134.361328
	Iteration 105Q: 3 clusters Score -3.018689e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -30186952.000000 Penalty: 6134.361328
	Iteration 106Q: 3 clusters Score -3.018695e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 204587 members 
Entering Unmasked Estep 
Score: -30186974.000000 Penalty: 6134.361328
	Iteration 107Q: 3 clusters Score -3.018697e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 205492 members 
Entering Unmasked Estep 
Score: -30186882.000000 Penalty: 6134.361328
	Iteration 108Q: 3 clusters Score -3.018688e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -30186672.000000 Penalty: 6134.361328
	Iteration 109Q: 3 clusters Score -3.018667e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -30186660.000000 Penalty: 6134.361328
	Iteration 110Q: 3 clusters Score -3.018666e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 208076 members 
Entering Unmasked Estep 
Score: -30186626.000000 Penalty: 6134.361328
	Iteration 111Q: 3 clusters Score -3.018663e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 208915 members 
Entering Unmasked Estep 
Score: -30186682.000000 Penalty: 6134.361328
	Iteration 112Q: 3 clusters Score -3.018668e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 209783 members 
Entering Unmasked Estep 
Score: -30186660.000000 Penalty: 6134.361328
	Iteration 113Q: 3 clusters Score -3.018666e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 210641 members 
Entering Unmasked Estep 
Score: -30186678.000000 Penalty: 6134.361328
	Iteration 114Q: 3 clusters Score -3.018668e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 211465 members 
Entering Unmasked Estep 
Score: -30186672.000000 Penalty: 6134.361328
	Iteration 115Q: 3 clusters Score -3.018667e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 212229 members 
Entering Unmasked Estep 
Score: -30186692.000000 Penalty: 6134.361328
	Iteration 116Q: 3 clusters Score -3.018669e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 212971 members 
Entering Unmasked Estep 
Score: -30186686.000000 Penalty: 6134.361328
	Iteration 117Q: 3 clusters Score -3.018669e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 213668 members 
Entering Unmasked Estep 
Score: -30186712.000000 Penalty: 6134.361328
	Iteration 118Q: 3 clusters Score -3.018671e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 214388 members 
Entering Unmasked Estep 
Score: -30186844.000000 Penalty: 6134.361328
	Iteration 119Q: 3 clusters Score -3.018684e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 215055 members 
Entering Unmasked Estep 
Score: -30186844.000000 Penalty: 6134.361328
	Iteration 120F: 3 clusters Score -3.018684e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -30186930.000000 Penalty: 6134.361328
	Iteration 121Q: 3 clusters Score -3.018693e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 216308 members 
Entering Unmasked Estep 
Score: -30186900.000000 Penalty: 6134.361328
	Iteration 122Q: 3 clusters Score -3.01869e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 216892 members 
Entering Unmasked Estep 
Score: -30186974.000000 Penalty: 6134.361328
	Iteration 123Q: 3 clusters Score -3.018697e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 217485 members 
Entering Unmasked Estep 
Score: -30187002.000000 Penalty: 6134.361328
	Iteration 124Q: 3 clusters Score -3.0187e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 218016 members 
Entering Unmasked Estep 
Score: -30186968.000000 Penalty: 6134.361328
	Iteration 125Q: 3 clusters Score -3.018697e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 218494 members 
Entering Unmasked Estep 
Score: -30187086.000000 Penalty: 6134.361328
	Iteration 126Q: 3 clusters Score -3.018709e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 218962 members 
Entering Unmasked Estep 
Score: -30187104.000000 Penalty: 6134.361328
	Iteration 127Q: 3 clusters Score -3.01871e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 219418 members 
Entering Unmasked Estep 
Score: -30187142.000000 Penalty: 6134.361328
	Iteration 128Q: 3 clusters Score -3.018714e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 219842 members 
Entering Unmasked Estep 
Score: -30187190.000000 Penalty: 6134.361328
	Iteration 129Q: 3 clusters Score -3.018719e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 220234 members 
Entering Unmasked Estep 
Score: -30187182.000000 Penalty: 6134.361328
	Iteration 130Q: 3 clusters Score -3.018718e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 220614 members 
Entering Unmasked Estep 
Score: -30187240.000000 Penalty: 6134.361328
	Iteration 131Q: 3 clusters Score -3.018724e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 220991 members 
Entering Unmasked Estep 
Score: -30187368.000000 Penalty: 6134.361328
	Iteration 132Q: 3 clusters Score -3.018737e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 221385 members 
Entering Unmasked Estep 
Score: -30187384.000000 Penalty: 6134.361328
	Iteration 133Q: 3 clusters Score -3.018738e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 221783 members 
Entering Unmasked Estep 
Score: -30187470.000000 Penalty: 6134.361328
	Iteration 134Q: 3 clusters Score -3.018747e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 222158 members 
Entering Unmasked Estep 
Score: -30187556.000000 Penalty: 6134.361328
	Iteration 135Q: 3 clusters Score -3.018756e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 222532 members 
Entering Unmasked Estep 
Score: -30187672.000000 Penalty: 6134.361328
	Iteration 136Q: 3 clusters Score -3.018767e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 222853 members 
Entering Unmasked Estep 
Score: -30187712.000000 Penalty: 6134.361328
	Iteration 137Q: 3 clusters Score -3.018771e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 223162 members 
Entering Unmasked Estep 
Score: -30187856.000000 Penalty: 6134.361328
	Iteration 138Q: 3 clusters Score -3.018786e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 223459 members 
Entering Unmasked Estep 
Score: -30187912.000000 Penalty: 6134.361328
	Iteration 139Q: 3 clusters Score -3.018791e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 223766 members 
Entering Unmasked Estep 
Score: -30187966.000000 Penalty: 6134.361328
	Iteration 140F: 3 clusters Score -3.018797e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 224095 members 
Entering Unmasked Estep 
Score: -30188068.000000 Penalty: 6134.361328
	Iteration 141Q: 3 clusters Score -3.018807e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 224390 members 
Entering Unmasked Estep 
Score: -30188160.000000 Penalty: 6134.361328
	Iteration 142Q: 3 clusters Score -3.018816e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 224665 members 
Entering Unmasked Estep 
Score: -30188234.000000 Penalty: 6134.361328
	Iteration 143Q: 3 clusters Score -3.018823e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -30188270.000000 Penalty: 6134.361328
	Iteration 144Q: 3 clusters Score -3.018827e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 225138 members 
Entering Unmasked Estep 
Score: -30188286.000000 Penalty: 6134.361328
	Iteration 145Q: 3 clusters Score -3.018829e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 225357 members 
Entering Unmasked Estep 
Score: -30188328.000000 Penalty: 6134.361328
	Iteration 146Q: 3 clusters Score -3.018833e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 225564 members 
Entering Unmasked Estep 
Score: -30188386.000000 Penalty: 6134.361328
	Iteration 147Q: 3 clusters Score -3.018839e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 225786 members 
Entering Unmasked Estep 
Score: -30188460.000000 Penalty: 6134.361328
	Iteration 148Q: 3 clusters Score -3.018846e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 225988 members 
Entering Unmasked Estep 
Score: -30188478.000000 Penalty: 6134.361328
	Iteration 149Q: 3 clusters Score -3.018848e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 226178 members 
Entering Unmasked Estep 
Score: -30188474.000000 Penalty: 6134.361328
	Iteration 150Q: 3 clusters Score -3.018847e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -30188558.000000 Penalty: 6134.361328
	Iteration 151Q: 3 clusters Score -3.018856e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 226523 members 
Entering Unmasked Estep 
Score: -30188600.000000 Penalty: 6134.361328
	Iteration 152Q: 3 clusters Score -3.01886e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 226693 members 
Entering Unmasked Estep 
Score: -30188662.000000 Penalty: 6134.361328
	Iteration 153Q: 3 clusters Score -3.018866e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 226847 members 
Entering Unmasked Estep 
Score: -30188698.000000 Penalty: 6134.361328
	Iteration 154Q: 3 clusters Score -3.01887e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 226997 members 
Entering Unmasked Estep 
Score: -30188754.000000 Penalty: 6134.361328
	Iteration 155Q: 3 clusters Score -3.018875e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 227132 members 
Entering Unmasked Estep 
Score: -30188762.000000 Penalty: 6134.361328
	Iteration 156Q: 3 clusters Score -3.018876e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 227255 members 
Entering Unmasked Estep 
Score: -30188772.000000 Penalty: 6134.361328
	Iteration 157Q: 3 clusters Score -3.018877e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 227370 members 
Entering Unmasked Estep 
Score: -30188864.000000 Penalty: 6134.361328
	Iteration 158Q: 3 clusters Score -3.018886e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 227493 members 
Entering Unmasked Estep 
Score: -30188876.000000 Penalty: 6134.361328
	Iteration 159Q: 3 clusters Score -3.018888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 227587 members 
Entering Unmasked Estep 
Score: -30188922.000000 Penalty: 6134.361328
	Iteration 160F: 3 clusters Score -3.018892e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 227672 members 
Entering Unmasked Estep 
Score: -30188948.000000 Penalty: 6134.361328
	Iteration 161Q: 3 clusters Score -3.018895e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 227745 members 
Entering Unmasked Estep 
Score: -30189010.000000 Penalty: 6134.361328
	Iteration 162Q: 3 clusters Score -3.018901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 227814 members 
Entering Unmasked Estep 
Score: -30189010.000000 Penalty: 6134.361328
	Iteration 163Q: 3 clusters Score -3.018901e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 227874 members 
Entering Unmasked Estep 
Score: -30189008.000000 Penalty: 6134.361328
	Iteration 164Q: 3 clusters Score -3.018901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 227925 members 
Entering Unmasked Estep 
Score: -30189000.000000 Penalty: 6134.361328
	Iteration 165Q: 3 clusters Score -3.0189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 227969 members 
Entering Unmasked Estep 
Score: -30189068.000000 Penalty: 6134.361328
	Iteration 166Q: 3 clusters Score -3.018907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 228011 members 
Entering Unmasked Estep 
Score: -30189080.000000 Penalty: 6134.361328
	Iteration 167Q: 3 clusters Score -3.018908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 228049 members 
Entering Unmasked Estep 
Score: -30189104.000000 Penalty: 6134.361328
	Iteration 168Q: 3 clusters Score -3.01891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -30189106.000000 Penalty: 6134.361328
	Iteration 169Q: 3 clusters Score -3.018911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 228105 members 
Entering Unmasked Estep 
Score: -30189140.000000 Penalty: 6134.361328
	Iteration 170Q: 3 clusters Score -3.018914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 228137 members 
Entering Unmasked Estep 
Score: -30189124.000000 Penalty: 6134.361328
	Iteration 171Q: 3 clusters Score -3.018912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 228175 members 
Entering Unmasked Estep 
Score: -30189134.000000 Penalty: 6134.361328
	Iteration 172Q: 3 clusters Score -3.018913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 228216 members 
Entering Unmasked Estep 
Score: -30189074.000000 Penalty: 6134.361328
	Iteration 173Q: 3 clusters Score -3.018907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 228256 members 
Entering Unmasked Estep 
Score: -30189082.000000 Penalty: 6134.361328
	Iteration 174Q: 3 clusters Score -3.018908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 228291 members 
Entering Unmasked Estep 
Score: -30189118.000000 Penalty: 6134.361328
	Iteration 175Q: 3 clusters Score -3.018912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 228322 members 
Entering Unmasked Estep 
Score: -30189110.000000 Penalty: 6134.361328
	Iteration 176Q: 3 clusters Score -3.018911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 228356 members 
Entering Unmasked Estep 
Score: -30189066.000000 Penalty: 6134.361328
	Iteration 177Q: 3 clusters Score -3.018907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 228382 members 
Entering Unmasked Estep 
Score: -30189120.000000 Penalty: 6134.361328
	Iteration 178Q: 3 clusters Score -3.018912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -30189154.000000 Penalty: 6134.361328
	Iteration 179Q: 3 clusters Score -3.018915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 228439 members 
Entering Unmasked Estep 
Score: -30189142.000000 Penalty: 6134.361328
	Iteration 180F: 3 clusters Score -3.018914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 228462 members 
Entering Unmasked Estep 
Score: -30189172.000000 Penalty: 6134.361328
	Iteration 181Q: 3 clusters Score -3.018917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 228485 members 
Entering Unmasked Estep 
Score: -30189156.000000 Penalty: 6134.361328
	Iteration 182Q: 3 clusters Score -3.018916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 228511 members 
Entering Unmasked Estep 
Score: -30189150.000000 Penalty: 6134.361328
	Iteration 183Q: 3 clusters Score -3.018915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 228544 members 
Entering Unmasked Estep 
Score: -30189178.000000 Penalty: 6134.361328
	Iteration 184Q: 3 clusters Score -3.018918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 228578 members 
Entering Unmasked Estep 
Score: -30189188.000000 Penalty: 6134.361328
	Iteration 185Q: 3 clusters Score -3.018919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 228613 members 
Entering Unmasked Estep 
Score: -30189190.000000 Penalty: 6134.361328
	Iteration 186Q: 3 clusters Score -3.018919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 228651 members 
Entering Unmasked Estep 
Score: -30189208.000000 Penalty: 6134.361328
	Iteration 187Q: 3 clusters Score -3.018921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 228681 members 
Entering Unmasked Estep 
Score: -30189164.000000 Penalty: 6134.361328
	Iteration 188Q: 3 clusters Score -3.018916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 228696 members 
Entering Unmasked Estep 
Score: -30189184.000000 Penalty: 6134.361328
	Iteration 189Q: 3 clusters Score -3.018918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 228711 members 
Entering Unmasked Estep 
Score: -30189200.000000 Penalty: 6134.361328
	Iteration 190Q: 3 clusters Score -3.01892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 228729 members 
Entering Unmasked Estep 
Score: -30189214.000000 Penalty: 6134.361328
	Iteration 191Q: 3 clusters Score -3.018921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 228743 members 
Entering Unmasked Estep 
Score: -30189202.000000 Penalty: 6134.361328
	Iteration 192Q: 3 clusters Score -3.01892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 228758 members 
Entering Unmasked Estep 
Score: -30189202.000000 Penalty: 6134.361328
	Iteration 193Q: 3 clusters Score -3.01892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 228774 members 
Entering Unmasked Estep 
Score: -30189184.000000 Penalty: 6134.361328
	Iteration 194Q: 3 clusters Score -3.018918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -30189206.000000 Penalty: 6134.361328
	Iteration 195Q: 3 clusters Score -3.018921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 228807 members 
Entering Unmasked Estep 
Score: -30189204.000000 Penalty: 6134.361328
	Iteration 196Q: 3 clusters Score -3.01892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 228831 members 
Entering Unmasked Estep 
Score: -30189184.000000 Penalty: 6134.361328
	Iteration 197Q: 3 clusters Score -3.018918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 228858 members 
Entering Unmasked Estep 
Score: -30189200.000000 Penalty: 6134.361328
	Iteration 198Q: 3 clusters Score -3.01892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 228879 members 
Entering Unmasked Estep 
Score: -30189204.000000 Penalty: 6134.361328
	Iteration 199Q: 3 clusters Score -3.01892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 228900 members 
Entering Unmasked Estep 
Score: -30189216.000000 Penalty: 6134.361328
	Iteration 200F: 3 clusters Score -3.018922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 228917 members 
Entering Unmasked Estep 
Score: -30189220.000000 Penalty: 6134.361328
	Iteration 201Q: 3 clusters Score -3.018922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 228933 members 
Entering Unmasked Estep 
Score: -30189232.000000 Penalty: 6134.361328
	Iteration 202Q: 3 clusters Score -3.018923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 228952 members 
Entering Unmasked Estep 
Score: -30189214.000000 Penalty: 6134.361328
	Iteration 203Q: 3 clusters Score -3.018921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 228963 members 
Entering Unmasked Estep 
Score: -30189224.000000 Penalty: 6134.361328
	Iteration 204Q: 3 clusters Score -3.018922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 228970 members 
Entering Unmasked Estep 
Score: -30189216.000000 Penalty: 6134.361328
	Iteration 205Q: 3 clusters Score -3.018922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 228980 members 
Entering Unmasked Estep 
Score: -30189192.000000 Penalty: 6134.361328
	Iteration 206Q: 3 clusters Score -3.018919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 228988 members 
Entering Unmasked Estep 
Score: -30189212.000000 Penalty: 6134.361328
	Iteration 207Q: 3 clusters Score -3.018921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 228996 members 
Entering Unmasked Estep 
Score: -30189222.000000 Penalty: 6134.361328
	Iteration 208Q: 3 clusters Score -3.018922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 229003 members 
Entering Unmasked Estep 
Score: -30189210.000000 Penalty: 6134.361328
	Iteration 209Q: 3 clusters Score -3.018921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 229007 members 
Entering Unmasked Estep 
Score: -30189214.000000 Penalty: 6134.361328
	Iteration 210Q: 3 clusters Score -3.018921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 229013 members 
Entering Unmasked Estep 
Score: -30189204.000000 Penalty: 6134.361328
	Iteration 211Q: 3 clusters Score -3.01892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 229023 members 
Entering Unmasked Estep 
Score: -30189194.000000 Penalty: 6134.361328
	Iteration 212Q: 3 clusters Score -3.018919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 229031 members 
Entering Unmasked Estep 
Score: -30189204.000000 Penalty: 6134.361328
	Iteration 213Q: 3 clusters Score -3.01892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 229040 members 
Entering Unmasked Estep 
Score: -30189206.000000 Penalty: 6134.361328
	Iteration 214Q: 3 clusters Score -3.018921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 229052 members 
Entering Unmasked Estep 
Score: -30189222.000000 Penalty: 6134.361328
	Iteration 215Q: 3 clusters Score -3.018922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 229070 members 
Entering Unmasked Estep 
Score: -30189248.000000 Penalty: 6134.361328
	Iteration 216Q: 3 clusters Score -3.018925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 229078 members 
Entering Unmasked Estep 
Score: -30189256.000000 Penalty: 6134.361328
	Iteration 217Q: 3 clusters Score -3.018926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 229095 members 
Entering Unmasked Estep 
Score: -30189270.000000 Penalty: 6134.361328
	Iteration 218Q: 3 clusters Score -3.018927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 229113 members 
Entering Unmasked Estep 
Score: -30189246.000000 Penalty: 6134.361328
	Iteration 219Q: 3 clusters Score -3.018925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 229130 members 
Entering Unmasked Estep 
Score: -30189266.000000 Penalty: 6134.361328
	Iteration 220F: 3 clusters Score -3.018927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 229146 members 
Entering Unmasked Estep 
Score: -30189266.000000 Penalty: 6134.361328
	Iteration 221Q: 3 clusters Score -3.018927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 229155 members 
Entering Unmasked Estep 
Score: -30189282.000000 Penalty: 6134.361328
	Iteration 222Q: 3 clusters Score -3.018928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -30189288.000000 Penalty: 6134.361328
	Iteration 223Q: 3 clusters Score -3.018929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 229185 members 
Entering Unmasked Estep 
Score: -30189286.000000 Penalty: 6134.361328
	Iteration 224Q: 3 clusters Score -3.018929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 229206 members 
Entering Unmasked Estep 
Score: -30189286.000000 Penalty: 6134.361328
	Iteration 225Q: 3 clusters Score -3.018929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 229225 members 
Entering Unmasked Estep 
Score: -30189286.000000 Penalty: 6134.361328
	Iteration 226Q: 3 clusters Score -3.018929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 229240 members 
Entering Unmasked Estep 
Score: -30189306.000000 Penalty: 6134.361328
	Iteration 227Q: 3 clusters Score -3.018931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 229255 members 
Entering Unmasked Estep 
Score: -30189312.000000 Penalty: 6134.361328
	Iteration 228Q: 3 clusters Score -3.018931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 229265 members 
Entering Unmasked Estep 
Score: -30189312.000000 Penalty: 6134.361328
	Iteration 229Q: 3 clusters Score -3.018931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 229275 members 
Entering Unmasked Estep 
Score: -30189306.000000 Penalty: 6134.361328
	Iteration 230Q: 3 clusters Score -3.018931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 229281 members 
Entering Unmasked Estep 
Score: -30189326.000000 Penalty: 6134.361328
	Iteration 231Q: 3 clusters Score -3.018933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 229288 members 
Entering Unmasked Estep 
Score: -30189312.000000 Penalty: 6134.361328
	Iteration 232Q: 3 clusters Score -3.018931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 229291 members 
Entering Unmasked Estep 
Score: -30189302.000000 Penalty: 6134.361328
	Iteration 233Q: 3 clusters Score -3.01893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 229296 members 
Entering Unmasked Estep 
Score: -30189308.000000 Penalty: 6134.361328
	Iteration 234Q: 3 clusters Score -3.018931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 229299 members 
Entering Unmasked Estep 
Score: -30189290.000000 Penalty: 6134.361328
	Iteration 235Q: 3 clusters Score -3.018929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 229300 members 
Entering Unmasked Estep 
Score: -30189286.000000 Penalty: 6134.361328
	Iteration 236Q: 3 clusters Score -3.018929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 229300 members 
Entering Unmasked Estep 
Score: -30189286.000000 Penalty: 6134.361328
	Iteration 237F: 3 clusters Score -3.018929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -691349.187500 Penalty: 2142.880859
	Iteration 0F: 2 clusters Score -691349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -686436.125000 Penalty: 4285.761719
	Iteration 0F: 3 clusters Score -686436.1 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -689167.875000 Penalty: 4285.761719
	Iteration 1F: 3 clusters Score -689167.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -691998.437500 Penalty: 4285.761719
	Iteration 2F: 3 clusters Score -691998.4 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -693836.062500 Penalty: 4285.761719
	Iteration 3F: 3 clusters Score -693836.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -695004.250000 Penalty: 4285.761719
	Iteration 4F: 3 clusters Score -695004.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -695599.937500 Penalty: 4285.761719
	Iteration 5F: 3 clusters Score -695599.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -695812.062500 Penalty: 4285.761719
	Iteration 6Q: 3 clusters Score -695812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -695981.937500 Penalty: 4285.761719
	Iteration 7Q: 3 clusters Score -695981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -696040.562500 Penalty: 4285.761719
	Iteration 8Q: 3 clusters Score -696040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -696062.250000 Penalty: 4285.761719
	Iteration 9Q: 3 clusters Score -696062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -696071.937500 Penalty: 4285.761719
	Iteration 10Q: 3 clusters Score -696071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -696073.125000 Penalty: 4285.761719
	Iteration 11Q: 3 clusters Score -696073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -696073.625000 Penalty: 4285.761719
	Iteration 12Q: 3 clusters Score -696073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -696073.625000 Penalty: 4285.761719
	Iteration 13F: 3 clusters Score -696073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 68093 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 191633 members 
Mstep: Class 6 contains 156334 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 24956 members 
Mstep: Class 10 contains 25004 members 
Mstep: Class 11 contains 21622 members 
Mstep: Class 14 contains 235076 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 72883 members 
Mstep: Class 17 contains 82383 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 162099 members 
Mstep: Class 22 contains 234360 members 
Entering Unmasked Estep 
Score: -166358144.000000 Penalty: 62900.175781
Splitting cluster 15 changes total score from -166353184.000000 to -166358144.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (72883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Entering Unmasked Estep 
Score: -9123920.000000 Penalty: 2776.759277
	Iteration 0F: 2 clusters Score -9123920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -9074882.000000 Penalty: 5553.518555
	Iteration 0F: 3 clusters Score -9074882 nChanged 34201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -9093891.000000 Penalty: 5553.518555
	Iteration 1F: 3 clusters Score -9093891 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -9094462.000000 Penalty: 5553.518555
	Iteration 2Q: 3 clusters Score -9094462 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -9094958.000000 Penalty: 5553.518555
	Iteration 3Q: 3 clusters Score -9094958 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -9095461.000000 Penalty: 5553.518555
	Iteration 4Q: 3 clusters Score -9095461 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -9096043.000000 Penalty: 5553.518555
	Iteration 5Q: 3 clusters Score -9096043 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9096767.000000 Penalty: 5553.518555
	Iteration 6Q: 3 clusters Score -9096767 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -9097714.000000 Penalty: 5553.518555
	Iteration 7Q: 3 clusters Score -9097714 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -9098881.000000 Penalty: 5553.518555
	Iteration 8Q: 3 clusters Score -9098881 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -9100311.000000 Penalty: 5553.518555
	Iteration 9Q: 3 clusters Score -9100311 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -9101836.000000 Penalty: 5553.518555
	Iteration 10Q: 3 clusters Score -9101836 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9103536.000000 Penalty: 5553.518555
	Iteration 11F: 3 clusters Score -9103536 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -9105096.000000 Penalty: 5553.518555
	Iteration 12Q: 3 clusters Score -9105096 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -9106376.000000 Penalty: 5553.518555
	Iteration 13Q: 3 clusters Score -9106376 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -9107390.000000 Penalty: 5553.518555
	Iteration 14Q: 3 clusters Score -9107390 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9108072.000000 Penalty: 5553.518555
	Iteration 15Q: 3 clusters Score -9108072 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -9108676.000000 Penalty: 5553.518555
	Iteration 16Q: 3 clusters Score -9108676 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -9109182.000000 Penalty: 5553.518555
	Iteration 17Q: 3 clusters Score -9109182 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9109625.000000 Penalty: 5553.518555
	Iteration 18Q: 3 clusters Score -9109625 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -9110155.000000 Penalty: 5553.518555
	Iteration 19Q: 3 clusters Score -9110155 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -9110712.000000 Penalty: 5553.518555
	Iteration 20F: 3 clusters Score -9110712 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -9111366.000000 Penalty: 5553.518555
	Iteration 21Q: 3 clusters Score -9111366 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -9112048.000000 Penalty: 5553.518555
	Iteration 22Q: 3 clusters Score -9112048 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -9112695.000000 Penalty: 5553.518555
	Iteration 23Q: 3 clusters Score -9112695 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -9113412.000000 Penalty: 5553.518555
	Iteration 24Q: 3 clusters Score -9113412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -9114560.000000 Penalty: 5553.518555
	Iteration 25Q: 3 clusters Score -9114560 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -9117585.000000 Penalty: 5553.518555
	Iteration 26Q: 3 clusters Score -9117585 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -9119837.000000 Penalty: 5553.518555
	Iteration 27Q: 3 clusters Score -9119837 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -9120207.000000 Penalty: 5553.518555
	Iteration 28Q: 3 clusters Score -9120207 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -9120429.000000 Penalty: 5553.518555
	Iteration 29Q: 3 clusters Score -9120429 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -9120585.000000 Penalty: 5553.518555
	Iteration 30Q: 3 clusters Score -9120585 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -9120746.000000 Penalty: 5553.518555
	Iteration 31Q: 3 clusters Score -9120746 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -9120862.000000 Penalty: 5553.518555
	Iteration 32Q: 3 clusters Score -9120862 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -9120963.000000 Penalty: 5553.518555
	Iteration 33Q: 3 clusters Score -9120963 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -9121041.000000 Penalty: 5553.518555
	Iteration 34Q: 3 clusters Score -9121041 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -9121081.000000 Penalty: 5553.518555
	Iteration 35Q: 3 clusters Score -9121081 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -9121108.000000 Penalty: 5553.518555
	Iteration 36Q: 3 clusters Score -9121108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -9121142.000000 Penalty: 5553.518555
	Iteration 37Q: 3 clusters Score -9121142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -9121165.000000 Penalty: 5553.518555
	Iteration 38Q: 3 clusters Score -9121165 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -9121181.000000 Penalty: 5553.518555
	Iteration 39Q: 3 clusters Score -9121181 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -9121201.000000 Penalty: 5553.518555
	Iteration 40F: 3 clusters Score -9121201 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -9121240.000000 Penalty: 5553.518555
	Iteration 41Q: 3 clusters Score -9121240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -9121275.000000 Penalty: 5553.518555
	Iteration 42Q: 3 clusters Score -9121275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -9121305.000000 Penalty: 5553.518555
	Iteration 43Q: 3 clusters Score -9121305 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -9121322.000000 Penalty: 5553.518555
	Iteration 44Q: 3 clusters Score -9121322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -9121384.000000 Penalty: 5553.518555
	Iteration 45Q: 3 clusters Score -9121384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9121380.000000 Penalty: 5553.518555
	Iteration 46Q: 3 clusters Score -9121380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -9121382.000000 Penalty: 5553.518555
	Iteration 47Q: 3 clusters Score -9121382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -9121404.000000 Penalty: 5553.518555
	Iteration 48Q: 3 clusters Score -9121404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -9121422.000000 Penalty: 5553.518555
	Iteration 49Q: 3 clusters Score -9121422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -9121418.000000 Penalty: 5553.518555
	Iteration 50Q: 3 clusters Score -9121418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -9121436.000000 Penalty: 5553.518555
	Iteration 51Q: 3 clusters Score -9121436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -9121434.000000 Penalty: 5553.518555
	Iteration 52Q: 3 clusters Score -9121434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -9121455.000000 Penalty: 5553.518555
	Iteration 53Q: 3 clusters Score -9121455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -9121469.000000 Penalty: 5553.518555
	Iteration 54Q: 3 clusters Score -9121469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -9121451.000000 Penalty: 5553.518555
	Iteration 55Q: 3 clusters Score -9121451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -9121437.000000 Penalty: 5553.518555
	Iteration 56Q: 3 clusters Score -9121437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9121455.000000 Penalty: 5553.518555
	Iteration 57Q: 3 clusters Score -9121455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9121463.000000 Penalty: 5553.518555
	Iteration 58Q: 3 clusters Score -9121463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -9121468.000000 Penalty: 5553.518555
	Iteration 59Q: 3 clusters Score -9121468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -9121496.000000 Penalty: 5553.518555
	Iteration 60F: 3 clusters Score -9121496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -9121500.000000 Penalty: 5553.518555
	Iteration 61Q: 3 clusters Score -9121500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -9121512.000000 Penalty: 5553.518555
	Iteration 62Q: 3 clusters Score -9121512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -9121517.000000 Penalty: 5553.518555
	Iteration 63Q: 3 clusters Score -9121517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -9121525.000000 Penalty: 5553.518555
	Iteration 64Q: 3 clusters Score -9121525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -9121536.000000 Penalty: 5553.518555
	Iteration 65Q: 3 clusters Score -9121536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9121547.000000 Penalty: 5553.518555
	Iteration 66Q: 3 clusters Score -9121547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -9121552.000000 Penalty: 5553.518555
	Iteration 67Q: 3 clusters Score -9121552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -9121550.000000 Penalty: 5553.518555
	Iteration 68Q: 3 clusters Score -9121550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -9121562.000000 Penalty: 5553.518555
	Iteration 69Q: 3 clusters Score -9121562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -9121579.000000 Penalty: 5553.518555
	Iteration 70Q: 3 clusters Score -9121579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -9121573.000000 Penalty: 5553.518555
	Iteration 71Q: 3 clusters Score -9121573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9121579.000000 Penalty: 5553.518555
	Iteration 72Q: 3 clusters Score -9121579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -9121580.000000 Penalty: 5553.518555
	Iteration 73Q: 3 clusters Score -9121580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -9121589.000000 Penalty: 5553.518555
	Iteration 74Q: 3 clusters Score -9121589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -9121594.000000 Penalty: 5553.518555
	Iteration 75Q: 3 clusters Score -9121594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -9121595.000000 Penalty: 5553.518555
	Iteration 76Q: 3 clusters Score -9121595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -9121591.000000 Penalty: 5553.518555
	Iteration 77Q: 3 clusters Score -9121591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -9121603.000000 Penalty: 5553.518555
	Iteration 78Q: 3 clusters Score -9121603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -9121584.000000 Penalty: 5553.518555
	Iteration 79Q: 3 clusters Score -9121584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -9121587.000000 Penalty: 5553.518555
	Iteration 80F: 3 clusters Score -9121587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -9121586.000000 Penalty: 5553.518555
	Iteration 81Q: 3 clusters Score -9121586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -9121583.000000 Penalty: 5553.518555
	Iteration 82Q: 3 clusters Score -9121583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -9121584.000000 Penalty: 5553.518555
	Iteration 83Q: 3 clusters Score -9121584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -9121586.000000 Penalty: 5553.518555
	Iteration 84Q: 3 clusters Score -9121586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -9121580.000000 Penalty: 5553.518555
	Iteration 85Q: 3 clusters Score -9121580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -9121585.000000 Penalty: 5553.518555
	Iteration 86Q: 3 clusters Score -9121585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9121588.000000 Penalty: 5553.518555
	Iteration 87Q: 3 clusters Score -9121588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -9121585.000000 Penalty: 5553.518555
	Iteration 88Q: 3 clusters Score -9121585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -9121594.000000 Penalty: 5553.518555
	Iteration 89Q: 3 clusters Score -9121594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -9121606.000000 Penalty: 5553.518555
	Iteration 90Q: 3 clusters Score -9121606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -9121616.000000 Penalty: 5553.518555
	Iteration 91Q: 3 clusters Score -9121616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -9121629.000000 Penalty: 5553.518555
	Iteration 92Q: 3 clusters Score -9121629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -9121629.000000 Penalty: 5553.518555
	Iteration 93Q: 3 clusters Score -9121629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -9121623.000000 Penalty: 5553.518555
	Iteration 94Q: 3 clusters Score -9121623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -9121632.000000 Penalty: 5553.518555
	Iteration 95Q: 3 clusters Score -9121632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -9121630.000000 Penalty: 5553.518555
	Iteration 96Q: 3 clusters Score -9121630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -9121626.000000 Penalty: 5553.518555
	Iteration 97Q: 3 clusters Score -9121626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -9121630.000000 Penalty: 5553.518555
	Iteration 98Q: 3 clusters Score -9121630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -9121624.000000 Penalty: 5553.518555
	Iteration 99Q: 3 clusters Score -9121624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -9121627.000000 Penalty: 5553.518555
	Iteration 100F: 3 clusters Score -9121627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9121631.000000 Penalty: 5553.518555
	Iteration 101Q: 3 clusters Score -9121631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -9121637.000000 Penalty: 5553.518555
	Iteration 102Q: 3 clusters Score -9121637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -9121632.000000 Penalty: 5553.518555
	Iteration 103Q: 3 clusters Score -9121632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -9121638.000000 Penalty: 5553.518555
	Iteration 104Q: 3 clusters Score -9121638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9121640.000000 Penalty: 5553.518555
	Iteration 105Q: 3 clusters Score -9121640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -9121639.000000 Penalty: 5553.518555
	Iteration 106Q: 3 clusters Score -9121639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -9121636.000000 Penalty: 5553.518555
	Iteration 107Q: 3 clusters Score -9121636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -9121633.000000 Penalty: 5553.518555
	Iteration 108Q: 3 clusters Score -9121633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -9121636.000000 Penalty: 5553.518555
	Iteration 109Q: 3 clusters Score -9121636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -9121636.000000 Penalty: 5553.518555
	Iteration 110F: 3 clusters Score -9121636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Entering Unmasked Estep 
Score: -10809133.000000 Penalty: 2807.145508
	Iteration 0F: 2 clusters Score -1.080913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -10754201.000000 Penalty: 5614.291016
	Iteration 0F: 3 clusters Score -1.07542e+07 nChanged 38523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -10775955.000000 Penalty: 5614.291016
	Iteration 1F: 3 clusters Score -1.077596e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -10776536.000000 Penalty: 5614.291016
	Iteration 2Q: 3 clusters Score -1.077654e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -10777027.000000 Penalty: 5614.291016
	Iteration 3Q: 3 clusters Score -1.077703e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -10777509.000000 Penalty: 5614.291016
	Iteration 4Q: 3 clusters Score -1.077751e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -10778321.000000 Penalty: 5614.291016
	Iteration 5Q: 3 clusters Score -1.077832e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -10779325.000000 Penalty: 5614.291016
	Iteration 6Q: 3 clusters Score -1.077932e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10781144.000000 Penalty: 5614.291016
	Iteration 7Q: 3 clusters Score -1.078114e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -10784404.000000 Penalty: 5614.291016
	Iteration 8F: 3 clusters Score -1.07844e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -10789291.000000 Penalty: 5614.291016
	Iteration 9F: 3 clusters Score -1.078929e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -10795433.000000 Penalty: 5614.291016
	Iteration 10F: 3 clusters Score -1.079543e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -10800688.000000 Penalty: 5614.291016
	Iteration 11F: 3 clusters Score -1.080069e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -10803859.000000 Penalty: 5614.291016
	Iteration 12Q: 3 clusters Score -1.080386e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10805380.000000 Penalty: 5614.291016
	Iteration 13Q: 3 clusters Score -1.080538e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -10806063.000000 Penalty: 5614.291016
	Iteration 14Q: 3 clusters Score -1.080606e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -10806322.000000 Penalty: 5614.291016
	Iteration 15Q: 3 clusters Score -1.080632e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -10806472.000000 Penalty: 5614.291016
	Iteration 16Q: 3 clusters Score -1.080647e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -10806581.000000 Penalty: 5614.291016
	Iteration 17Q: 3 clusters Score -1.080658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -10806638.000000 Penalty: 5614.291016
	Iteration 18Q: 3 clusters Score -1.080664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -10806669.000000 Penalty: 5614.291016
	Iteration 19Q: 3 clusters Score -1.080667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -10806689.000000 Penalty: 5614.291016
	Iteration 20F: 3 clusters Score -1.080669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -10806692.000000 Penalty: 5614.291016
	Iteration 21Q: 3 clusters Score -1.080669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -10806698.000000 Penalty: 5614.291016
	Iteration 22Q: 3 clusters Score -1.08067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -10806706.000000 Penalty: 5614.291016
	Iteration 23Q: 3 clusters Score -1.080671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10806711.000000 Penalty: 5614.291016
	Iteration 24Q: 3 clusters Score -1.080671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10806711.000000 Penalty: 5614.291016
	Iteration 25Q: 3 clusters Score -1.080671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10806715.000000 Penalty: 5614.291016
	Iteration 26Q: 3 clusters Score -1.080672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10806715.000000 Penalty: 5614.291016
	Iteration 27F: 3 clusters Score -1.080672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Entering Unmasked Estep 
Score: -1525728.875000 Penalty: 2341.637695
	Iteration 0F: 2 clusters Score -1525729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1516501.250000 Penalty: 4683.275391
	Iteration 0F: 3 clusters Score -1516501 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1519484.000000 Penalty: 4683.275391
	Iteration 1F: 3 clusters Score -1519484 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1520129.875000 Penalty: 4683.275391
	Iteration 2F: 3 clusters Score -1520130 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1520780.750000 Penalty: 4683.275391
	Iteration 3F: 3 clusters Score -1520781 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1521464.875000 Penalty: 4683.275391
	Iteration 4F: 3 clusters Score -1521465 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1522162.500000 Penalty: 4683.275391
	Iteration 5F: 3 clusters Score -1522162 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1522844.375000 Penalty: 4683.275391
	Iteration 6F: 3 clusters Score -1522844 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1523494.375000 Penalty: 4683.275391
	Iteration 7F: 3 clusters Score -1523494 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1524096.500000 Penalty: 4683.275391
	Iteration 8Q: 3 clusters Score -1524096 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1524468.125000 Penalty: 4683.275391
	Iteration 9Q: 3 clusters Score -1524468 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1524681.125000 Penalty: 4683.275391
	Iteration 10Q: 3 clusters Score -1524681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1524795.625000 Penalty: 4683.275391
	Iteration 11Q: 3 clusters Score -1524796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1524876.000000 Penalty: 4683.275391
	Iteration 12Q: 3 clusters Score -1524876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1524941.125000 Penalty: 4683.275391
	Iteration 13Q: 3 clusters Score -1524941 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1524992.250000 Penalty: 4683.275391
	Iteration 14Q: 3 clusters Score -1524992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1525020.375000 Penalty: 4683.275391
	Iteration 15Q: 3 clusters Score -1525020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1525046.500000 Penalty: 4683.275391
	Iteration 16Q: 3 clusters Score -1525046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1525064.875000 Penalty: 4683.275391
	Iteration 17Q: 3 clusters Score -1525065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1525080.500000 Penalty: 4683.275391
	Iteration 18Q: 3 clusters Score -1525080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1525088.375000 Penalty: 4683.275391
	Iteration 19Q: 3 clusters Score -1525088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1525093.000000 Penalty: 4683.275391
	Iteration 20F: 3 clusters Score -1525093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1525099.625000 Penalty: 4683.275391
	Iteration 21Q: 3 clusters Score -1525100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1525107.375000 Penalty: 4683.275391
	Iteration 22Q: 3 clusters Score -1525107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1525111.125000 Penalty: 4683.275391
	Iteration 23Q: 3 clusters Score -1525111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1525117.000000 Penalty: 4683.275391
	Iteration 24Q: 3 clusters Score -1525117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1525117.875000 Penalty: 4683.275391
	Iteration 25Q: 3 clusters Score -1525118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1525119.375000 Penalty: 4683.275391
	Iteration 26Q: 3 clusters Score -1525119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1525121.250000 Penalty: 4683.275391
	Iteration 27Q: 3 clusters Score -1525121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1525124.375000 Penalty: 4683.275391
	Iteration 28Q: 3 clusters Score -1525124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1525123.250000 Penalty: 4683.275391
	Iteration 29Q: 3 clusters Score -1525123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1525123.250000 Penalty: 4683.275391
	Iteration 30F: 3 clusters Score -1525123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162099 members 
Entering Unmasked Estep 
Score: -21038658.000000 Penalty: 2974.998535
	Iteration 0F: 2 clusters Score -2.103866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -20932114.000000 Penalty: 5949.997070
	Iteration 0F: 3 clusters Score -2.093211e+07 nChanged 77359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -20977092.000000 Penalty: 5949.997070
	Iteration 1F: 3 clusters Score -2.097709e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -20978458.000000 Penalty: 5949.997070
	Iteration 2Q: 3 clusters Score -2.097846e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -20979978.000000 Penalty: 5949.997070
	Iteration 3Q: 3 clusters Score -2.097998e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -20981942.000000 Penalty: 5949.997070
	Iteration 4Q: 3 clusters Score -2.098194e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -20984648.000000 Penalty: 5949.997070
	Iteration 5Q: 3 clusters Score -2.098465e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -20988570.000000 Penalty: 5949.997070
	Iteration 6Q: 3 clusters Score -2.098857e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -20993640.000000 Penalty: 5949.997070
	Iteration 7F: 3 clusters Score -2.099364e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -20999998.000000 Penalty: 5949.997070
	Iteration 8F: 3 clusters Score -2.1e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -21006198.000000 Penalty: 5949.997070
	Iteration 9F: 3 clusters Score -2.10062e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -21012286.000000 Penalty: 5949.997070
	Iteration 10F: 3 clusters Score -2.101229e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129580 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -21016958.000000 Penalty: 5949.997070
	Iteration 11Q: 3 clusters Score -2.101696e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -21020392.000000 Penalty: 5949.997070
	Iteration 12Q: 3 clusters Score -2.102039e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138977 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -21023304.000000 Penalty: 5949.997070
	Iteration 13Q: 3 clusters Score -2.10233e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -21025960.000000 Penalty: 5949.997070
	Iteration 14Q: 3 clusters Score -2.102596e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -21028356.000000 Penalty: 5949.997070
	Iteration 15Q: 3 clusters Score -2.102836e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -21030210.000000 Penalty: 5949.997070
	Iteration 16Q: 3 clusters Score -2.103021e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -21031694.000000 Penalty: 5949.997070
	Iteration 17Q: 3 clusters Score -2.103169e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -21032882.000000 Penalty: 5949.997070
	Iteration 18Q: 3 clusters Score -2.103288e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5949.997070
	Iteration 19Q: 3 clusters Score -2.103374e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -21034304.000000 Penalty: 5949.997070
	Iteration 20F: 3 clusters Score -2.10343e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157683 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -21034728.000000 Penalty: 5949.997070
	Iteration 21Q: 3 clusters Score -2.103473e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21035018.000000 Penalty: 5949.997070
	Iteration 22Q: 3 clusters Score -2.103502e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158932 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21035278.000000 Penalty: 5949.997070
	Iteration 23Q: 3 clusters Score -2.103528e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21035460.000000 Penalty: 5949.997070
	Iteration 24Q: 3 clusters Score -2.103546e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21035626.000000 Penalty: 5949.997070
	Iteration 25Q: 3 clusters Score -2.103563e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159854 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21035724.000000 Penalty: 5949.997070
	Iteration 26Q: 3 clusters Score -2.103572e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -21035830.000000 Penalty: 5949.997070
	Iteration 27Q: 3 clusters Score -2.103583e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21035902.000000 Penalty: 5949.997070
	Iteration 28Q: 3 clusters Score -2.10359e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21035954.000000 Penalty: 5949.997070
	Iteration 29Q: 3 clusters Score -2.103595e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160437 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21036052.000000 Penalty: 5949.997070
	Iteration 30Q: 3 clusters Score -2.103605e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21036100.000000 Penalty: 5949.997070
	Iteration 31Q: 3 clusters Score -2.10361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21036114.000000 Penalty: 5949.997070
	Iteration 32Q: 3 clusters Score -2.103611e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21036112.000000 Penalty: 5949.997070
	Iteration 33Q: 3 clusters Score -2.103611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160654 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21036140.000000 Penalty: 5949.997070
	Iteration 34Q: 3 clusters Score -2.103614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21036152.000000 Penalty: 5949.997070
	Iteration 35Q: 3 clusters Score -2.103615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21036192.000000 Penalty: 5949.997070
	Iteration 36Q: 3 clusters Score -2.103619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21036218.000000 Penalty: 5949.997070
	Iteration 37Q: 3 clusters Score -2.103622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21036208.000000 Penalty: 5949.997070
	Iteration 38Q: 3 clusters Score -2.103621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21036222.000000 Penalty: 5949.997070
	Iteration 39Q: 3 clusters Score -2.103622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21036238.000000 Penalty: 5949.997070
	Iteration 40F: 3 clusters Score -2.103624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21036236.000000 Penalty: 5949.997070
	Iteration 41Q: 3 clusters Score -2.103624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21036256.000000 Penalty: 5949.997070
	Iteration 42Q: 3 clusters Score -2.103626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21036246.000000 Penalty: 5949.997070
	Iteration 43Q: 3 clusters Score -2.103625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160808 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21036254.000000 Penalty: 5949.997070
	Iteration 44Q: 3 clusters Score -2.103625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160819 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -21036278.000000 Penalty: 5949.997070
	Iteration 45Q: 3 clusters Score -2.103628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21036262.000000 Penalty: 5949.997070
	Iteration 46Q: 3 clusters Score -2.103626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160840 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21036260.000000 Penalty: 5949.997070
	Iteration 47Q: 3 clusters Score -2.103626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160845 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21036260.000000 Penalty: 5949.997070
	Iteration 48Q: 3 clusters Score -2.103626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160847 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21036260.000000 Penalty: 5949.997070
	Iteration 49Q: 3 clusters Score -2.103626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21036264.000000 Penalty: 5949.997070
	Iteration 50Q: 3 clusters Score -2.103626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21036262.000000 Penalty: 5949.997070
	Iteration 51Q: 3 clusters Score -2.103626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21036252.000000 Penalty: 5949.997070
	Iteration 52Q: 3 clusters Score -2.103625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21036252.000000 Penalty: 5949.997070
	Iteration 53F: 3 clusters Score -2.103625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234360 members 
Entering Unmasked Estep 
Score: -29988064.000000 Penalty: 3066.424072
	Iteration 0F: 2 clusters Score -2.998806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 116775 members 
Entering Unmasked Estep 
Score: -29839772.000000 Penalty: 6132.848145
	Iteration 0F: 3 clusters Score -2.983977e+07 nChanged 112999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -29907420.000000 Penalty: 6132.848145
	Iteration 1F: 3 clusters Score -2.990742e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -29910320.000000 Penalty: 6132.848145
	Iteration 2Q: 3 clusters Score -2.991032e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -29915178.000000 Penalty: 6132.848145
	Iteration 3Q: 3 clusters Score -2.991518e+07 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -29924088.000000 Penalty: 6132.848145
	Iteration 4F: 3 clusters Score -2.992409e+07 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -29938696.000000 Penalty: 6132.848145
	Iteration 5F: 3 clusters Score -2.99387e+07 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195978 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -29956632.000000 Penalty: 6132.848145
	Iteration 6F: 3 clusters Score -2.995663e+07 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213534 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -29971132.000000 Penalty: 6132.848145
	Iteration 7F: 3 clusters Score -2.997113e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224044 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -29979530.000000 Penalty: 6132.848145
	Iteration 8Q: 3 clusters Score -2.997953e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229034 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -29983266.000000 Penalty: 6132.848145
	Iteration 9Q: 3 clusters Score -2.998327e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231256 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -29984642.000000 Penalty: 6132.848145
	Iteration 10Q: 3 clusters Score -2.998464e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232349 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -29985268.000000 Penalty: 6132.848145
	Iteration 11Q: 3 clusters Score -2.998527e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232894 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -29985576.000000 Penalty: 6132.848145
	Iteration 12Q: 3 clusters Score -2.998558e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233184 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -29985658.000000 Penalty: 6132.848145
	Iteration 13Q: 3 clusters Score -2.998566e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233345 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -29985780.000000 Penalty: 6132.848145
	Iteration 14Q: 3 clusters Score -2.998578e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233435 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -29985898.000000 Penalty: 6132.848145
	Iteration 15Q: 3 clusters Score -2.99859e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -29985938.000000 Penalty: 6132.848145
	Iteration 16Q: 3 clusters Score -2.998594e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233555 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -29985942.000000 Penalty: 6132.848145
	Iteration 17Q: 3 clusters Score -2.998594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -29985992.000000 Penalty: 6132.848145
	Iteration 18Q: 3 clusters Score -2.998599e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233618 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -29986000.000000 Penalty: 6132.848145
	Iteration 19Q: 3 clusters Score -2.9986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233641 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -29986060.000000 Penalty: 6132.848145
	Iteration 20F: 3 clusters Score -2.998606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233657 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -29986070.000000 Penalty: 6132.848145
	Iteration 21Q: 3 clusters Score -2.998607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233663 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -29986092.000000 Penalty: 6132.848145
	Iteration 22Q: 3 clusters Score -2.998609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233672 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -29986078.000000 Penalty: 6132.848145
	Iteration 23Q: 3 clusters Score -2.998608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233676 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -29986110.000000 Penalty: 6132.848145
	Iteration 24Q: 3 clusters Score -2.998611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233679 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29986110.000000 Penalty: 6132.848145
	Iteration 25Q: 3 clusters Score -2.998611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233679 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29986136.000000 Penalty: 6132.848145
	Iteration 26Q: 3 clusters Score -2.998614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -29986144.000000 Penalty: 6132.848145
	Iteration 27Q: 3 clusters Score -2.998614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -29986132.000000 Penalty: 6132.848145
	Iteration 28Q: 3 clusters Score -2.998613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233684 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -29986142.000000 Penalty: 6132.848145
	Iteration 29Q: 3 clusters Score -2.998614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -29986162.000000 Penalty: 6132.848145
	Iteration 30Q: 3 clusters Score -2.998616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233690 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29986146.000000 Penalty: 6132.848145
	Iteration 31Q: 3 clusters Score -2.998615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29986184.000000 Penalty: 6132.848145
	Iteration 32Q: 3 clusters Score -2.998618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233695 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29986198.000000 Penalty: 6132.848145
	Iteration 33Q: 3 clusters Score -2.99862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29986198.000000 Penalty: 6132.848145
	Iteration 34Q: 3 clusters Score -2.99862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233695 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29986186.000000 Penalty: 6132.848145
	Iteration 35Q: 3 clusters Score -2.998619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233695 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29986186.000000 Penalty: 6132.848145
	Iteration 36Q: 3 clusters Score -2.998619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29986180.000000 Penalty: 6132.848145
	Iteration 37Q: 3 clusters Score -2.998618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233699 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -29986182.000000 Penalty: 6132.848145
	Iteration 38Q: 3 clusters Score -2.998618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -29986182.000000 Penalty: 6132.848145
	Iteration 39Q: 3 clusters Score -2.998618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -29986178.000000 Penalty: 6132.848145
	Iteration 40F: 3 clusters Score -2.998618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29986170.000000 Penalty: 6132.848145
	Iteration 41Q: 3 clusters Score -2.998617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -29986170.000000 Penalty: 6132.848145
	Iteration 42Q: 3 clusters Score -2.998617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -29986186.000000 Penalty: 6132.848145
	Iteration 43Q: 3 clusters Score -2.998619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -29986188.000000 Penalty: 6132.848145
	Iteration 44Q: 3 clusters Score -2.998619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -29986178.000000 Penalty: 6132.848145
	Iteration 45Q: 3 clusters Score -2.998618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -29986186.000000 Penalty: 6132.848145
	Iteration 46Q: 3 clusters Score -2.998619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -29986182.000000 Penalty: 6132.848145
	Iteration 47Q: 3 clusters Score -2.998618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -29986182.000000 Penalty: 6132.848145
	Iteration 48F: 3 clusters Score -2.998618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 68093 members 
Mstep: Class 5 contains 191633 members 
Mstep: Class 6 contains 156334 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 9 contains 24956 members 
Mstep: Class 10 contains 25004 members 
Mstep: Class 11 contains 21622 members 
Mstep: Class 14 contains 235076 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 72883 members 
Mstep: Class 17 contains 82383 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 162099 members 
Mstep: Class 22 contains 234360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166360288.000000 Penalty: 62900.175781
Iteration 39Q: 19 clusters Score -1.663603e+08 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15817 members 
Mstep: Class 3 contains 67427 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 196415 members 
Mstep: Class 6 contains 155485 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 5140 members 
Mstep: Class 9 contains 24833 members 
Mstep: Class 10 contains 24886 members 
Mstep: Class 11 contains 21723 members 
Mstep: Class 14 contains 236070 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 72805 members 
Mstep: Class 17 contains 83210 members 
Mstep: Class 19 contains 12616 members 
Mstep: Class 20 contains 161938 members 
Mstep: Class 22 contains 229929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166362000.000000 Penalty: 62900.175781
Iteration 40F: 19 clusters Score -1.66362e+08 nChanged 22485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 66761 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 200115 members 
Mstep: Class 6 contains 155356 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 24718 members 
Mstep: Class 10 contains 24772 members 
Mstep: Class 11 contains 21841 members 
Mstep: Class 14 contains 236719 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 72735 members 
Mstep: Class 17 contains 84204 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 161807 members 
Mstep: Class 22 contains 225920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166362176.000000 Penalty: 62900.175781
Iteration 41Q: 19 clusters Score -1.663622e+08 nChanged 21509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15265 members 
Mstep: Class 3 contains 66149 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 201929 members 
Mstep: Class 6 contains 156237 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 24661 members 
Mstep: Class 10 contains 24658 members 
Mstep: Class 11 contains 21947 members 
Mstep: Class 14 contains 236894 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 72667 members 
Mstep: Class 17 contains 85471 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 161692 members 
Mstep: Class 22 contains 222896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166362336.000000 Penalty: 62900.175781
Iteration 42Q: 19 clusters Score -1.663623e+08 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15057 members 
Mstep: Class 3 contains 65481 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 201940 members 
Mstep: Class 6 contains 158026 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 24597 members 
Mstep: Class 10 contains 24532 members 
Mstep: Class 11 contains 22139 members 
Mstep: Class 14 contains 236709 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 72658 members 
Mstep: Class 17 contains 86765 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 161797 members 
Mstep: Class 22 contains 220761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166363072.000000 Penalty: 62900.175781
Iteration 43Q: 19 clusters Score -1.663631e+08 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 64824 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 200141 members 
Mstep: Class 6 contains 160695 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 5352 members 
Mstep: Class 9 contains 24570 members 
Mstep: Class 10 contains 24382 members 
Mstep: Class 11 contains 22330 members 
Mstep: Class 14 contains 236356 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 72672 members 
Mstep: Class 17 contains 88114 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 162009 members 
Mstep: Class 22 contains 219505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166363584.000000 Penalty: 62900.175781
Iteration 44Q: 19 clusters Score -1.663636e+08 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14701 members 
Mstep: Class 3 contains 64198 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 197056 members 
Mstep: Class 6 contains 164112 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 24536 members 
Mstep: Class 10 contains 24239 members 
Mstep: Class 11 contains 22520 members 
Mstep: Class 14 contains 235660 members 
Mstep: Class 15 contains 597 members 
Mstep: Class 16 contains 72669 members 
Mstep: Class 17 contains 89543 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 162265 members 
Mstep: Class 22 contains 218973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166364624.000000 Penalty: 62900.175781
Iteration 45Q: 19 clusters Score -1.663646e+08 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 63537 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 193173 members 
Mstep: Class 6 contains 168261 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 24498 members 
Mstep: Class 10 contains 24075 members 
Mstep: Class 11 contains 22741 members 
Mstep: Class 14 contains 234402 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 72679 members 
Mstep: Class 17 contains 91034 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 162572 members 
Mstep: Class 22 contains 218985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166366352.000000 Penalty: 62900.175781
Iteration 46Q: 19 clusters Score -1.663664e+08 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 62843 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 188813 members 
Mstep: Class 6 contains 173235 members 
Mstep: Class 7 contains 4462 members 
Mstep: Class 8 contains 5357 members 
Mstep: Class 9 contains 24435 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 22961 members 
Mstep: Class 14 contains 232626 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 72712 members 
Mstep: Class 17 contains 92454 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 162925 members 
Mstep: Class 22 contains 219177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166368512.000000 Penalty: 62900.175781
Iteration 47Q: 19 clusters Score -1.663685e+08 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14192 members 
Mstep: Class 3 contains 62198 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 184590 members 
Mstep: Class 6 contains 178522 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 24373 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 11 contains 23201 members 
Mstep: Class 14 contains 230207 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 72693 members 
Mstep: Class 17 contains 94043 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 163063 members 
Mstep: Class 22 contains 219586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166369920.000000 Penalty: 62900.175781
Iteration 48Q: 19 clusters Score -1.663699e+08 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 61628 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 180700 members 
Mstep: Class 6 contains 183749 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 24282 members 
Mstep: Class 10 contains 23678 members 
Mstep: Class 11 contains 23439 members 
Mstep: Class 14 contains 227246 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 72620 members 
Mstep: Class 17 contains 95660 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 163172 members 
Mstep: Class 22 contains 220237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166371056.000000 Penalty: 62900.175781
Iteration 49Q: 19 clusters Score -1.663711e+08 nChanged 19001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13817 members 
Mstep: Class 3 contains 60992 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 177456 members 
Mstep: Class 6 contains 188314 members 
Mstep: Class 7 contains 4668 members 
Mstep: Class 8 contains 5366 members 
Mstep: Class 9 contains 24158 members 
Mstep: Class 10 contains 23527 members 
Mstep: Class 11 contains 23652 members 
Mstep: Class 14 contains 224070 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 72535 members 
Mstep: Class 17 contains 97195 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 163369 members 
Mstep: Class 22 contains 221215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166372112.000000 Penalty: 62900.175781
Iteration 50Q: 19 clusters Score -1.663721e+08 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 60365 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 174933 members 
Mstep: Class 6 contains 191625 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 5358 members 
Mstep: Class 9 contains 24031 members 
Mstep: Class 10 contains 23373 members 
Mstep: Class 11 contains 23886 members 
Mstep: Class 14 contains 221102 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 72437 members 
Mstep: Class 17 contains 98712 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 163585 members 
Mstep: Class 22 contains 222519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166371872.000000 Penalty: 62900.175781
Iteration 51Q: 19 clusters Score -1.663719e+08 nChanged 18570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13418 members 
Mstep: Class 3 contains 59788 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 173278 members 
Mstep: Class 6 contains 193220 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 23883 members 
Mstep: Class 10 contains 23228 members 
Mstep: Class 11 contains 24168 members 
Mstep: Class 14 contains 218701 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 72369 members 
Mstep: Class 17 contains 100387 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 163640 members 
Mstep: Class 22 contains 223930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166372032.000000 Penalty: 62900.175781
Iteration 52Q: 19 clusters Score -1.66372e+08 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13215 members 
Mstep: Class 3 contains 59229 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 172529 members 
Mstep: Class 6 contains 193312 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 23743 members 
Mstep: Class 10 contains 23070 members 
Mstep: Class 11 contains 24432 members 
Mstep: Class 14 contains 216669 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 72334 members 
Mstep: Class 17 contains 102176 members 
Mstep: Class 19 contains 12584 members 
Mstep: Class 20 contains 163605 members 
Mstep: Class 22 contains 225508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166373616.000000 Penalty: 62900.175781
Iteration 53Q: 19 clusters Score -1.663736e+08 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13013 members 
Mstep: Class 3 contains 58574 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 172662 members 
Mstep: Class 6 contains 192166 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 23563 members 
Mstep: Class 10 contains 22914 members 
Mstep: Class 11 contains 24649 members 
Mstep: Class 14 contains 215009 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 72332 members 
Mstep: Class 17 contains 104000 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 163567 members 
Mstep: Class 22 contains 227158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166374576.000000 Penalty: 62900.175781
Iteration 54Q: 19 clusters Score -1.663746e+08 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12777 members 
Mstep: Class 3 contains 57887 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 173656 members 
Mstep: Class 6 contains 190044 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 23393 members 
Mstep: Class 10 contains 22774 members 
Mstep: Class 11 contains 24860 members 
Mstep: Class 14 contains 213674 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 72355 members 
Mstep: Class 17 contains 105816 members 
Mstep: Class 19 contains 12580 members 
Mstep: Class 20 contains 163511 members 
Mstep: Class 22 contains 228636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166375168.000000 Penalty: 62900.175781
Iteration 55Q: 19 clusters Score -1.663752e+08 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 57164 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 175288 members 
Mstep: Class 6 contains 187272 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 23263 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 25079 members 
Mstep: Class 14 contains 212621 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 72386 members 
Mstep: Class 17 contains 107726 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 163277 members 
Mstep: Class 22 contains 229936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166376176.000000 Penalty: 62900.175781
Iteration 56Q: 19 clusters Score -1.663762e+08 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12291 members 
Mstep: Class 3 contains 56405 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 177276 members 
Mstep: Class 6 contains 184198 members 
Mstep: Class 7 contains 5814 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 23120 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 11 contains 25305 members 
Mstep: Class 14 contains 211872 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 72425 members 
Mstep: Class 17 contains 109607 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 163065 members 
Mstep: Class 22 contains 230865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166377696.000000 Penalty: 62900.175781
Iteration 57Q: 19 clusters Score -1.663777e+08 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12069 members 
Mstep: Class 3 contains 55627 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 179452 members 
Mstep: Class 6 contains 181099 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 22971 members 
Mstep: Class 10 contains 22437 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 14 contains 211327 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 72456 members 
Mstep: Class 17 contains 111546 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 162777 members 
Mstep: Class 22 contains 231453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166379072.000000 Penalty: 62900.175781
Iteration 58Q: 19 clusters Score -1.663791e+08 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 54841 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181742 members 
Mstep: Class 6 contains 178172 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 22826 members 
Mstep: Class 10 contains 22357 members 
Mstep: Class 11 contains 25699 members 
Mstep: Class 14 contains 211038 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 72490 members 
Mstep: Class 17 contains 113504 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 162411 members 
Mstep: Class 22 contains 231666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166380368.000000 Penalty: 62900.175781
Iteration 59Q: 19 clusters Score -1.663804e+08 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 54012 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 183805 members 
Mstep: Class 6 contains 175588 members 
Mstep: Class 7 contains 6326 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 22692 members 
Mstep: Class 10 contains 22273 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 14 contains 210921 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 72507 members 
Mstep: Class 17 contains 115519 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 162078 members 
Mstep: Class 22 contains 231583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166381152.000000 Penalty: 62900.175781
Iteration 60F: 19 clusters Score -1.663812e+08 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 53228 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 185540 members 
Mstep: Class 6 contains 173722 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 22545 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 25937 members 
Mstep: Class 14 contains 210929 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 72487 members 
Mstep: Class 17 contains 117685 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 161557 members 
Mstep: Class 22 contains 231022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382960.000000 Penalty: 62900.175781
Iteration 61Q: 19 clusters Score -1.66383e+08 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11078 members 
Mstep: Class 3 contains 52462 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 186710 members 
Mstep: Class 6 contains 172635 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 22362 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 26074 members 
Mstep: Class 14 contains 210965 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 72456 members 
Mstep: Class 17 contains 119807 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 161029 members 
Mstep: Class 22 contains 230235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166384336.000000 Penalty: 62900.175781
Iteration 62Q: 19 clusters Score -1.663843e+08 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10802 members 
Mstep: Class 3 contains 51813 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 187288 members 
Mstep: Class 6 contains 172209 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 22225 members 
Mstep: Class 10 contains 22166 members 
Mstep: Class 11 contains 26181 members 
Mstep: Class 14 contains 211076 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 72401 members 
Mstep: Class 17 contains 121920 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 160454 members 
Mstep: Class 22 contains 229237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166385664.000000 Penalty: 62900.175781
Iteration 63Q: 19 clusters Score -1.663857e+08 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 51234 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 187422 members 
Mstep: Class 6 contains 172235 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 22072 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 26286 members 
Mstep: Class 14 contains 211145 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 72340 members 
Mstep: Class 17 contains 124049 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 159940 members 
Mstep: Class 22 contains 228125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166386368.000000 Penalty: 62900.175781
Iteration 64Q: 19 clusters Score -1.663864e+08 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 50662 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 187233 members 
Mstep: Class 6 contains 172713 members 
Mstep: Class 7 contains 7365 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 21946 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 26370 members 
Mstep: Class 14 contains 211168 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 72250 members 
Mstep: Class 17 contains 126208 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 20 contains 159436 members 
Mstep: Class 22 contains 226899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166387584.000000 Penalty: 62900.175781
Iteration 65Q: 19 clusters Score -1.663876e+08 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10109 members 
Mstep: Class 3 contains 50165 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 186847 members 
Mstep: Class 6 contains 173563 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 21809 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 14 contains 210963 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 72176 members 
Mstep: Class 17 contains 128408 members 
Mstep: Class 19 contains 12594 members 
Mstep: Class 20 contains 158844 members 
Mstep: Class 22 contains 225646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166388656.000000 Penalty: 62900.175781
Iteration 66Q: 19 clusters Score -1.663887e+08 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 186184 members 
Mstep: Class 6 contains 174709 members 
Mstep: Class 7 contains 7887 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 21672 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 26488 members 
Mstep: Class 14 contains 210682 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 72117 members 
Mstep: Class 17 contains 130640 members 
Mstep: Class 19 contains 12589 members 
Mstep: Class 20 contains 158260 members 
Mstep: Class 22 contains 224345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390048.000000 Penalty: 62900.175781
Iteration 67Q: 19 clusters Score -1.6639e+08 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 49229 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 185318 members 
Mstep: Class 6 contains 176056 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 26505 members 
Mstep: Class 14 contains 210414 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 72012 members 
Mstep: Class 17 contains 132950 members 
Mstep: Class 19 contains 12579 members 
Mstep: Class 20 contains 157568 members 
Mstep: Class 22 contains 223106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390976.000000 Penalty: 62900.175781
Iteration 68Q: 19 clusters Score -1.66391e+08 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 48845 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 184394 members 
Mstep: Class 6 contains 177526 members 
Mstep: Class 7 contains 8535 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 21413 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 26539 members 
Mstep: Class 14 contains 210044 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 71912 members 
Mstep: Class 17 contains 135251 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 156788 members 
Mstep: Class 22 contains 221832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392144.000000 Penalty: 62900.175781
Iteration 69Q: 19 clusters Score -1.663921e+08 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9139 members 
Mstep: Class 3 contains 48480 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 183414 members 
Mstep: Class 6 contains 179038 members 
Mstep: Class 7 contains 8897 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 21276 members 
Mstep: Class 10 contains 22227 members 
Mstep: Class 11 contains 26578 members 
Mstep: Class 14 contains 209494 members 
Mstep: Class 15 contains 909 members 
Mstep: Class 16 contains 71803 members 
Mstep: Class 17 contains 137657 members 
Mstep: Class 19 contains 12556 members 
Mstep: Class 20 contains 155946 members 
Mstep: Class 22 contains 220688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166393232.000000 Penalty: 62900.175781
Iteration 70Q: 19 clusters Score -1.663932e+08 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8907 members 
Mstep: Class 3 contains 48144 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 182514 members 
Mstep: Class 6 contains 180378 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 21150 members 
Mstep: Class 10 contains 22281 members 
Mstep: Class 11 contains 26604 members 
Mstep: Class 14 contains 208927 members 
Mstep: Class 15 contains 919 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 140149 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 155051 members 
Mstep: Class 22 contains 219585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166394032.000000 Penalty: 62900.175781
Iteration 71Q: 19 clusters Score -1.66394e+08 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8682 members 
Mstep: Class 3 contains 47764 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181919 members 
Mstep: Class 6 contains 181524 members 
Mstep: Class 7 contains 9656 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 21008 members 
Mstep: Class 10 contains 22350 members 
Mstep: Class 11 contains 26618 members 
Mstep: Class 14 contains 208212 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 16 contains 71580 members 
Mstep: Class 17 contains 142568 members 
Mstep: Class 19 contains 12506 members 
Mstep: Class 20 contains 154146 members 
Mstep: Class 22 contains 218635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166396144.000000 Penalty: 62900.175781
Iteration 72Q: 19 clusters Score -1.663961e+08 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181439 members 
Mstep: Class 6 contains 182414 members 
Mstep: Class 7 contains 10097 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 20849 members 
Mstep: Class 10 contains 22442 members 
Mstep: Class 11 contains 26634 members 
Mstep: Class 14 contains 207530 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 71458 members 
Mstep: Class 17 contains 145155 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 153150 members 
Mstep: Class 22 contains 217695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398112.000000 Penalty: 62900.175781
Iteration 73Q: 19 clusters Score -1.663981e+08 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 46924 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181119 members 
Mstep: Class 6 contains 183058 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 20709 members 
Mstep: Class 10 contains 22540 members 
Mstep: Class 11 contains 26640 members 
Mstep: Class 14 contains 206825 members 
Mstep: Class 15 contains 930 members 
Mstep: Class 16 contains 71361 members 
Mstep: Class 17 contains 147779 members 
Mstep: Class 19 contains 12460 members 
Mstep: Class 20 contains 152105 members 
Mstep: Class 22 contains 216821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399424.000000 Penalty: 62900.175781
Iteration 74Q: 19 clusters Score -1.663994e+08 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8066 members 
Mstep: Class 3 contains 46546 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 180917 members 
Mstep: Class 6 contains 183560 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 20572 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 11 contains 26615 members 
Mstep: Class 14 contains 206068 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 16 contains 71281 members 
Mstep: Class 17 contains 150668 members 
Mstep: Class 19 contains 12442 members 
Mstep: Class 20 contains 150684 members 
Mstep: Class 22 contains 216002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400240.000000 Penalty: 62900.175781
Iteration 75Q: 19 clusters Score -1.664002e+08 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 46172 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 180899 members 
Mstep: Class 6 contains 183817 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 20434 members 
Mstep: Class 10 contains 22801 members 
Mstep: Class 11 contains 26602 members 
Mstep: Class 14 contains 205281 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 71215 members 
Mstep: Class 17 contains 153708 members 
Mstep: Class 19 contains 12415 members 
Mstep: Class 20 contains 149109 members 
Mstep: Class 22 contains 215242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401728.000000 Penalty: 62900.175781
Iteration 76Q: 19 clusters Score -1.664017e+08 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7777 members 
Mstep: Class 3 contains 45760 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181002 members 
Mstep: Class 6 contains 183880 members 
Mstep: Class 7 contains 12048 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 20320 members 
Mstep: Class 10 contains 22921 members 
Mstep: Class 11 contains 26566 members 
Mstep: Class 14 contains 204540 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 71159 members 
Mstep: Class 17 contains 156937 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 147235 members 
Mstep: Class 22 contains 214600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403184.000000 Penalty: 62900.175781
Iteration 77Q: 19 clusters Score -1.664032e+08 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7653 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181150 members 
Mstep: Class 6 contains 183835 members 
Mstep: Class 7 contains 12591 members 
Mstep: Class 8 contains 5478 members 
Mstep: Class 9 contains 20187 members 
Mstep: Class 10 contains 23066 members 
Mstep: Class 11 contains 26529 members 
Mstep: Class 14 contains 203986 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 71104 members 
Mstep: Class 17 contains 159894 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 145461 members 
Mstep: Class 22 contains 213991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404560.000000 Penalty: 62900.175781
Iteration 78Q: 19 clusters Score -1.664046e+08 nChanged 11815
Entering ConstructFrom: 
Score: -166404560.000000 Penalty: 62900.175781
Entering ConstructFrom: 
Trying to split cluster 1 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -156023.234375 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -156023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153836.156250 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -153836.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -154513.031250 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -154513 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -154952.968750 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -154953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155381.328125 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -155381.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156146.187500 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -156146.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157145.062500 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -157145.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157419.718750 Penalty: 3613.271240
	Iteration 6F: 3 clusters Score -157419.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157488.484375 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -157488.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157511.703125 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -157511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157529.812500 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -157529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157535.640625 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -157535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157538.671875 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -157538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157541.843750 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -157541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157545.953125 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -157546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157545.953125 Penalty: 3613.271240
	Iteration 14F: 3 clusters Score -157546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 181567 members 
Mstep: Class 6 contains 183627 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 14 contains 203631 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 162528 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 213297 members 
Entering Unmasked Estep 
Score: -166405280.000000 Penalty: 66394.625000
Splitting cluster 1 changes total score from -166404560.000000 to -166405280.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -969641.625000 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -969641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -963490.250000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -963490.2 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -965189.250000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -965189.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -965442.000000 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -965442 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -965604.812500 Penalty: 4428.145508
	Iteration 3F: 3 clusters Score -965604.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -965704.312500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -965704.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -965782.687500 Penalty: 4428.145508
	Iteration 5Q: 3 clusters Score -965782.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -965851.437500 Penalty: 4428.145508
	Iteration 6Q: 3 clusters Score -965851.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -965920.312500 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -965920.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -965975.562500 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -965975.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -966036.937500 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -966036.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -966096.562500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -966096.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -966166.562500 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -966166.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -966241.187500 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -966241.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -966326.000000 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -966326 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -966422.125000 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -966422.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -966538.625000 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -966538.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -966680.250000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -966680.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -966846.250000 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -966846.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -967101.562500 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -967101.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -967402.625000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -967402.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -967705.437500 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -967705.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -967917.812500 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -967917.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -968029.500000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -968029.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -968107.375000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -968107.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -968160.437500 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -968160.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -968202.312500 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -968202.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -968221.250000 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -968221.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -968233.937500 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -968233.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -968242.000000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -968242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -968246.687500 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -968246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -968249.687500 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -968249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -968255.500000 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -968255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -968255.875000 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -968255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -968255.875000 Penalty: 4428.145508
	Iteration 33F: 3 clusters Score -968255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Entering Unmasked Estep 
Score: -5826158.000000 Penalty: 2656.436035
	Iteration 0F: 2 clusters Score -5826158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5795898.500000 Penalty: 5312.872070
	Iteration 0F: 3 clusters Score -5795898 nChanged 20543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5807308.000000 Penalty: 5312.872070
	Iteration 1F: 3 clusters Score -5807308 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5807973.500000 Penalty: 5312.872070
	Iteration 2Q: 3 clusters Score -5807974 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5808845.000000 Penalty: 5312.872070
	Iteration 3Q: 3 clusters Score -5808845 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5809885.000000 Penalty: 5312.872070
	Iteration 4Q: 3 clusters Score -5809885 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5811059.500000 Penalty: 5312.872070
	Iteration 5F: 3 clusters Score -5811060 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5812651.000000 Penalty: 5312.872070
	Iteration 6F: 3 clusters Score -5812651 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5814590.500000 Penalty: 5312.872070
	Iteration 7F: 3 clusters Score -5814590 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5816660.000000 Penalty: 5312.872070
	Iteration 8F: 3 clusters Score -5816660 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5817978.000000 Penalty: 5312.872070
	Iteration 9F: 3 clusters Score -5817978 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5818757.000000 Penalty: 5312.872070
	Iteration 10Q: 3 clusters Score -5818757 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5819229.000000 Penalty: 5312.872070
	Iteration 11Q: 3 clusters Score -5819229 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -5819494.000000 Penalty: 5312.872070
	Iteration 12Q: 3 clusters Score -5819494 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5819704.000000 Penalty: 5312.872070
	Iteration 13Q: 3 clusters Score -5819704 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5819889.000000 Penalty: 5312.872070
	Iteration 14Q: 3 clusters Score -5819889 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5820097.500000 Penalty: 5312.872070
	Iteration 15Q: 3 clusters Score -5820098 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5820201.500000 Penalty: 5312.872070
	Iteration 16Q: 3 clusters Score -5820202 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5820354.000000 Penalty: 5312.872070
	Iteration 17Q: 3 clusters Score -5820354 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5820456.000000 Penalty: 5312.872070
	Iteration 18Q: 3 clusters Score -5820456 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -5820546.500000 Penalty: 5312.872070
	Iteration 19Q: 3 clusters Score -5820546 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5820588.500000 Penalty: 5312.872070
	Iteration 20F: 3 clusters Score -5820588 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5820640.500000 Penalty: 5312.872070
	Iteration 21Q: 3 clusters Score -5820640 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5820713.500000 Penalty: 5312.872070
	Iteration 22Q: 3 clusters Score -5820714 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5820763.000000 Penalty: 5312.872070
	Iteration 23Q: 3 clusters Score -5820763 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5820817.500000 Penalty: 5312.872070
	Iteration 24Q: 3 clusters Score -5820818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5820878.500000 Penalty: 5312.872070
	Iteration 25Q: 3 clusters Score -5820878 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5820917.000000 Penalty: 5312.872070
	Iteration 26Q: 3 clusters Score -5820917 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5820951.500000 Penalty: 5312.872070
	Iteration 27Q: 3 clusters Score -5820952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5820993.500000 Penalty: 5312.872070
	Iteration 28Q: 3 clusters Score -5820994 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5821036.500000 Penalty: 5312.872070
	Iteration 29Q: 3 clusters Score -5821036 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5821064.000000 Penalty: 5312.872070
	Iteration 30Q: 3 clusters Score -5821064 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5821090.500000 Penalty: 5312.872070
	Iteration 31Q: 3 clusters Score -5821090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5821134.000000 Penalty: 5312.872070
	Iteration 32Q: 3 clusters Score -5821134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5821189.000000 Penalty: 5312.872070
	Iteration 33Q: 3 clusters Score -5821189 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5821257.500000 Penalty: 5312.872070
	Iteration 34Q: 3 clusters Score -5821258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5821298.000000 Penalty: 5312.872070
	Iteration 35Q: 3 clusters Score -5821298 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5821365.000000 Penalty: 5312.872070
	Iteration 36Q: 3 clusters Score -5821365 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5821407.000000 Penalty: 5312.872070
	Iteration 37Q: 3 clusters Score -5821407 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5821496.000000 Penalty: 5312.872070
	Iteration 38Q: 3 clusters Score -5821496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -5821568.000000 Penalty: 5312.872070
	Iteration 39Q: 3 clusters Score -5821568 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5821618.000000 Penalty: 5312.872070
	Iteration 40F: 3 clusters Score -5821618 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -5821677.000000 Penalty: 5312.872070
	Iteration 41Q: 3 clusters Score -5821677 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5821762.500000 Penalty: 5312.872070
	Iteration 42Q: 3 clusters Score -5821762 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -5821815.500000 Penalty: 5312.872070
	Iteration 43Q: 3 clusters Score -5821816 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -5821876.500000 Penalty: 5312.872070
	Iteration 44Q: 3 clusters Score -5821876 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -5821954.500000 Penalty: 5312.872070
	Iteration 45Q: 3 clusters Score -5821954 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5821980.000000 Penalty: 5312.872070
	Iteration 46Q: 3 clusters Score -5821980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5822046.000000 Penalty: 5312.872070
	Iteration 47Q: 3 clusters Score -5822046 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -5822102.500000 Penalty: 5312.872070
	Iteration 48Q: 3 clusters Score -5822102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5822167.000000 Penalty: 5312.872070
	Iteration 49Q: 3 clusters Score -5822167 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5822212.500000 Penalty: 5312.872070
	Iteration 50Q: 3 clusters Score -5822212 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5822291.000000 Penalty: 5312.872070
	Iteration 51Q: 3 clusters Score -5822291 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -5822369.000000 Penalty: 5312.872070
	Iteration 52Q: 3 clusters Score -5822369 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5822454.000000 Penalty: 5312.872070
	Iteration 53Q: 3 clusters Score -5822454 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5822518.500000 Penalty: 5312.872070
	Iteration 54Q: 3 clusters Score -5822518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5822635.000000 Penalty: 5312.872070
	Iteration 55Q: 3 clusters Score -5822635 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5822702.500000 Penalty: 5312.872070
	Iteration 56Q: 3 clusters Score -5822702 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5822773.000000 Penalty: 5312.872070
	Iteration 57Q: 3 clusters Score -5822773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5822854.500000 Penalty: 5312.872070
	Iteration 58Q: 3 clusters Score -5822854 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5822950.500000 Penalty: 5312.872070
	Iteration 59Q: 3 clusters Score -5822950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -5823017.500000 Penalty: 5312.872070
	Iteration 60F: 3 clusters Score -5823018 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5823098.500000 Penalty: 5312.872070
	Iteration 61Q: 3 clusters Score -5823098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5823188.000000 Penalty: 5312.872070
	Iteration 62Q: 3 clusters Score -5823188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5823276.500000 Penalty: 5312.872070
	Iteration 63Q: 3 clusters Score -5823276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5823334.500000 Penalty: 5312.872070
	Iteration 64Q: 3 clusters Score -5823334 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5823418.500000 Penalty: 5312.872070
	Iteration 65Q: 3 clusters Score -5823418 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5823468.500000 Penalty: 5312.872070
	Iteration 66Q: 3 clusters Score -5823468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5823535.000000 Penalty: 5312.872070
	Iteration 67Q: 3 clusters Score -5823535 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5823598.500000 Penalty: 5312.872070
	Iteration 68Q: 3 clusters Score -5823598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5823648.000000 Penalty: 5312.872070
	Iteration 69Q: 3 clusters Score -5823648 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5823685.500000 Penalty: 5312.872070
	Iteration 70Q: 3 clusters Score -5823686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5823717.500000 Penalty: 5312.872070
	Iteration 71Q: 3 clusters Score -5823718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5823766.000000 Penalty: 5312.872070
	Iteration 72Q: 3 clusters Score -5823766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5823810.000000 Penalty: 5312.872070
	Iteration 73Q: 3 clusters Score -5823810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5823832.500000 Penalty: 5312.872070
	Iteration 74Q: 3 clusters Score -5823832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5823860.000000 Penalty: 5312.872070
	Iteration 75Q: 3 clusters Score -5823860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5823877.000000 Penalty: 5312.872070
	Iteration 76Q: 3 clusters Score -5823877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5823896.500000 Penalty: 5312.872070
	Iteration 77Q: 3 clusters Score -5823896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5823926.500000 Penalty: 5312.872070
	Iteration 78Q: 3 clusters Score -5823926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5823930.500000 Penalty: 5312.872070
	Iteration 79Q: 3 clusters Score -5823930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5823938.500000 Penalty: 5312.872070
	Iteration 80F: 3 clusters Score -5823938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5823946.500000 Penalty: 5312.872070
	Iteration 81Q: 3 clusters Score -5823946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5823961.000000 Penalty: 5312.872070
	Iteration 82Q: 3 clusters Score -5823961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5823969.500000 Penalty: 5312.872070
	Iteration 83Q: 3 clusters Score -5823970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5823975.500000 Penalty: 5312.872070
	Iteration 84Q: 3 clusters Score -5823976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5823988.000000 Penalty: 5312.872070
	Iteration 85Q: 3 clusters Score -5823988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5823994.000000 Penalty: 5312.872070
	Iteration 86Q: 3 clusters Score -5823994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5823995.500000 Penalty: 5312.872070
	Iteration 87Q: 3 clusters Score -5823996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5824007.500000 Penalty: 5312.872070
	Iteration 88Q: 3 clusters Score -5824008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5824003.500000 Penalty: 5312.872070
	Iteration 89Q: 3 clusters Score -5824004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5824005.000000 Penalty: 5312.872070
	Iteration 90Q: 3 clusters Score -5824005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5824009.000000 Penalty: 5312.872070
	Iteration 91Q: 3 clusters Score -5824009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5824018.000000 Penalty: 5312.872070
	Iteration 92Q: 3 clusters Score -5824018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5824016.500000 Penalty: 5312.872070
	Iteration 93Q: 3 clusters Score -5824016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5824018.500000 Penalty: 5312.872070
	Iteration 94Q: 3 clusters Score -5824018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5824011.000000 Penalty: 5312.872070
	Iteration 95Q: 3 clusters Score -5824011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5824015.500000 Penalty: 5312.872070
	Iteration 96Q: 3 clusters Score -5824016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5824012.500000 Penalty: 5312.872070
	Iteration 97Q: 3 clusters Score -5824012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5824017.500000 Penalty: 5312.872070
	Iteration 98Q: 3 clusters Score -5824018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5824023.500000 Penalty: 5312.872070
	Iteration 99Q: 3 clusters Score -5824024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5824021.000000 Penalty: 5312.872070
	Iteration 100F: 3 clusters Score -5824021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5824029.000000 Penalty: 5312.872070
	Iteration 101Q: 3 clusters Score -5824029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5824030.500000 Penalty: 5312.872070
	Iteration 102Q: 3 clusters Score -5824030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5824038.500000 Penalty: 5312.872070
	Iteration 103Q: 3 clusters Score -5824038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5824045.000000 Penalty: 5312.872070
	Iteration 104Q: 3 clusters Score -5824045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5824057.000000 Penalty: 5312.872070
	Iteration 105Q: 3 clusters Score -5824057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5824057.000000 Penalty: 5312.872070
	Iteration 106Q: 3 clusters Score -5824057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5824062.000000 Penalty: 5312.872070
	Iteration 107Q: 3 clusters Score -5824062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5824064.500000 Penalty: 5312.872070
	Iteration 108Q: 3 clusters Score -5824064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5824067.500000 Penalty: 5312.872070
	Iteration 109Q: 3 clusters Score -5824068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5824063.000000 Penalty: 5312.872070
	Iteration 110Q: 3 clusters Score -5824063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5824071.000000 Penalty: 5312.872070
	Iteration 111Q: 3 clusters Score -5824071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5824064.000000 Penalty: 5312.872070
	Iteration 112Q: 3 clusters Score -5824064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5824069.000000 Penalty: 5312.872070
	Iteration 113Q: 3 clusters Score -5824069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5824070.000000 Penalty: 5312.872070
	Iteration 114Q: 3 clusters Score -5824070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5824079.500000 Penalty: 5312.872070
	Iteration 115Q: 3 clusters Score -5824080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5824077.500000 Penalty: 5312.872070
	Iteration 116Q: 3 clusters Score -5824078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5824082.500000 Penalty: 5312.872070
	Iteration 117Q: 3 clusters Score -5824082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5824086.000000 Penalty: 5312.872070
	Iteration 118Q: 3 clusters Score -5824086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5824082.500000 Penalty: 5312.872070
	Iteration 119Q: 3 clusters Score -5824082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5824078.500000 Penalty: 5312.872070
	Iteration 120F: 3 clusters Score -5824078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5824081.500000 Penalty: 5312.872070
	Iteration 121Q: 3 clusters Score -5824082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5824078.500000 Penalty: 5312.872070
	Iteration 122Q: 3 clusters Score -5824078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5824086.000000 Penalty: 5312.872070
	Iteration 123Q: 3 clusters Score -5824086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5824078.000000 Penalty: 5312.872070
	Iteration 124Q: 3 clusters Score -5824078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5824087.000000 Penalty: 5312.872070
	Iteration 125Q: 3 clusters Score -5824087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5824094.500000 Penalty: 5312.872070
	Iteration 126Q: 3 clusters Score -5824094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5824097.500000 Penalty: 5312.872070
	Iteration 127Q: 3 clusters Score -5824098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5824098.500000 Penalty: 5312.872070
	Iteration 128Q: 3 clusters Score -5824098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5824095.500000 Penalty: 5312.872070
	Iteration 129Q: 3 clusters Score -5824096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5824103.500000 Penalty: 5312.872070
	Iteration 130Q: 3 clusters Score -5824104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5824101.500000 Penalty: 5312.872070
	Iteration 131Q: 3 clusters Score -5824102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5824102.500000 Penalty: 5312.872070
	Iteration 132Q: 3 clusters Score -5824102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5824098.500000 Penalty: 5312.872070
	Iteration 133Q: 3 clusters Score -5824098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5824102.500000 Penalty: 5312.872070
	Iteration 134Q: 3 clusters Score -5824102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5824102.500000 Penalty: 5312.872070
	Iteration 135F: 3 clusters Score -5824102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -152718.093750 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -152718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -150687.609375 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -150687.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152065.453125 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -152065.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152979.734375 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -152979.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153307.437500 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -153307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -153477.218750 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -153477.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153566.703125 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -153566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153590.156250 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -153590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153593.468750 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -153593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153593.468750 Penalty: 3639.120605
	Iteration 8F: 3 clusters Score -153593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 181567 members 
Mstep: Class 6 contains 183627 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 203631 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 162528 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 213297 members 
Entering Unmasked Estep 
Score: -166404592.000000 Penalty: 69889.085938
Splitting cluster 4 changes total score from -166404560.000000 to -166404592.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (181567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Entering Unmasked Estep 
Score: -23422558.000000 Penalty: 3003.126221
	Iteration 0F: 2 clusters Score -2.342256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -23305356.000000 Penalty: 6006.252441
	Iteration 0F: 3 clusters Score -2.330536e+07 nChanged 87469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -23356578.000000 Penalty: 6006.252441
	Iteration 1F: 3 clusters Score -2.335658e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -23358090.000000 Penalty: 6006.252441
	Iteration 2Q: 3 clusters Score -2.335809e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -23360044.000000 Penalty: 6006.252441
	Iteration 3Q: 3 clusters Score -2.336004e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -23362938.000000 Penalty: 6006.252441
	Iteration 4Q: 3 clusters Score -2.336294e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109106 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -23367446.000000 Penalty: 6006.252441
	Iteration 5F: 3 clusters Score -2.336745e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -23374260.000000 Penalty: 6006.252441
	Iteration 6F: 3 clusters Score -2.337426e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -23382736.000000 Penalty: 6006.252441
	Iteration 7F: 3 clusters Score -2.338274e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -23391920.000000 Penalty: 6006.252441
	Iteration 8F: 3 clusters Score -2.339192e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -23399984.000000 Penalty: 6006.252441
	Iteration 9F: 3 clusters Score -2.339998e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -23406232.000000 Penalty: 6006.252441
	Iteration 10Q: 3 clusters Score -2.340623e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -23410192.000000 Penalty: 6006.252441
	Iteration 11Q: 3 clusters Score -2.341019e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -23413072.000000 Penalty: 6006.252441
	Iteration 12Q: 3 clusters Score -2.341307e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -23414772.000000 Penalty: 6006.252441
	Iteration 13Q: 3 clusters Score -2.341477e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -23416438.000000 Penalty: 6006.252441
	Iteration 14Q: 3 clusters Score -2.341644e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -23417480.000000 Penalty: 6006.252441
	Iteration 15Q: 3 clusters Score -2.341748e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -23418150.000000 Penalty: 6006.252441
	Iteration 16Q: 3 clusters Score -2.341815e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175260 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -23418760.000000 Penalty: 6006.252441
	Iteration 17Q: 3 clusters Score -2.341876e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -23419110.000000 Penalty: 6006.252441
	Iteration 18Q: 3 clusters Score -2.341911e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -23419398.000000 Penalty: 6006.252441
	Iteration 19Q: 3 clusters Score -2.34194e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178529 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23419554.000000 Penalty: 6006.252441
	Iteration 20F: 3 clusters Score -2.341955e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -23419708.000000 Penalty: 6006.252441
	Iteration 21Q: 3 clusters Score -2.341971e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23419830.000000 Penalty: 6006.252441
	Iteration 22Q: 3 clusters Score -2.341983e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23419852.000000 Penalty: 6006.252441
	Iteration 23Q: 3 clusters Score -2.341985e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179902 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -23419952.000000 Penalty: 6006.252441
	Iteration 24Q: 3 clusters Score -2.341995e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180049 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -23419996.000000 Penalty: 6006.252441
	Iteration 25Q: 3 clusters Score -2.342e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180163 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -23420046.000000 Penalty: 6006.252441
	Iteration 26Q: 3 clusters Score -2.342005e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23420080.000000 Penalty: 6006.252441
	Iteration 27Q: 3 clusters Score -2.342008e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -23420138.000000 Penalty: 6006.252441
	Iteration 28Q: 3 clusters Score -2.342014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180411 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23420148.000000 Penalty: 6006.252441
	Iteration 29Q: 3 clusters Score -2.342015e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -23420200.000000 Penalty: 6006.252441
	Iteration 30Q: 3 clusters Score -2.34202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180511 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23420228.000000 Penalty: 6006.252441
	Iteration 31Q: 3 clusters Score -2.342023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180540 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23420212.000000 Penalty: 6006.252441
	Iteration 32Q: 3 clusters Score -2.342021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23420242.000000 Penalty: 6006.252441
	Iteration 33Q: 3 clusters Score -2.342024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23420210.000000 Penalty: 6006.252441
	Iteration 34Q: 3 clusters Score -2.342021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180607 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23420218.000000 Penalty: 6006.252441
	Iteration 35Q: 3 clusters Score -2.342022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23420212.000000 Penalty: 6006.252441
	Iteration 36Q: 3 clusters Score -2.342021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23420220.000000 Penalty: 6006.252441
	Iteration 37Q: 3 clusters Score -2.342022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23420218.000000 Penalty: 6006.252441
	Iteration 38Q: 3 clusters Score -2.342022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23420226.000000 Penalty: 6006.252441
	Iteration 39Q: 3 clusters Score -2.342023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180669 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23420240.000000 Penalty: 6006.252441
	Iteration 40F: 3 clusters Score -2.342024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23420228.000000 Penalty: 6006.252441
	Iteration 41Q: 3 clusters Score -2.342023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -23420254.000000 Penalty: 6006.252441
	Iteration 42Q: 3 clusters Score -2.342025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23420256.000000 Penalty: 6006.252441
	Iteration 43Q: 3 clusters Score -2.342026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -23420250.000000 Penalty: 6006.252441
	Iteration 44Q: 3 clusters Score -2.342025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23420246.000000 Penalty: 6006.252441
	Iteration 45Q: 3 clusters Score -2.342025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23420256.000000 Penalty: 6006.252441
	Iteration 46Q: 3 clusters Score -2.342026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180717 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23420254.000000 Penalty: 6006.252441
	Iteration 47Q: 3 clusters Score -2.342025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180719 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23420258.000000 Penalty: 6006.252441
	Iteration 48Q: 3 clusters Score -2.342026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23420250.000000 Penalty: 6006.252441
	Iteration 49Q: 3 clusters Score -2.342025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23420250.000000 Penalty: 6006.252441
	Iteration 50F: 3 clusters Score -2.342025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183627 members 
Entering Unmasked Estep 
Score: -23809762.000000 Penalty: 3005.924072
	Iteration 0F: 2 clusters Score -2.380976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -23692276.000000 Penalty: 6011.848145
	Iteration 0F: 3 clusters Score -2.369228e+07 nChanged 87934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -23744160.000000 Penalty: 6011.848145
	Iteration 1F: 3 clusters Score -2.374416e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -23745918.000000 Penalty: 6011.848145
	Iteration 2Q: 3 clusters Score -2.374592e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -23748560.000000 Penalty: 6011.848145
	Iteration 3Q: 3 clusters Score -2.374856e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -23752452.000000 Penalty: 6011.848145
	Iteration 4Q: 3 clusters Score -2.375245e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -23758576.000000 Penalty: 6011.848145
	Iteration 5F: 3 clusters Score -2.375858e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -23767840.000000 Penalty: 6011.848145
	Iteration 6F: 3 clusters Score -2.376784e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -23779514.000000 Penalty: 6011.848145
	Iteration 7F: 3 clusters Score -2.377951e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -23790704.000000 Penalty: 6011.848145
	Iteration 8F: 3 clusters Score -2.37907e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 166914 members 
Entering Unmasked Estep 
Score: -23798826.000000 Penalty: 6011.848145
	Iteration 9F: 3 clusters Score -2.379883e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -23803238.000000 Penalty: 6011.848145
	Iteration 10Q: 3 clusters Score -2.380324e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -23805316.000000 Penalty: 6011.848145
	Iteration 11Q: 3 clusters Score -2.380532e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 179422 members 
Entering Unmasked Estep 
Score: -23806302.000000 Penalty: 6011.848145
	Iteration 12Q: 3 clusters Score -2.38063e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 180763 members 
Entering Unmasked Estep 
Score: -23806742.000000 Penalty: 6011.848145
	Iteration 13Q: 3 clusters Score -2.380674e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 181544 members 
Entering Unmasked Estep 
Score: -23807018.000000 Penalty: 6011.848145
	Iteration 14Q: 3 clusters Score -2.380702e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 181995 members 
Entering Unmasked Estep 
Score: -23807104.000000 Penalty: 6011.848145
	Iteration 15Q: 3 clusters Score -2.38071e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -23807166.000000 Penalty: 6011.848145
	Iteration 16Q: 3 clusters Score -2.380717e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 182413 members 
Entering Unmasked Estep 
Score: -23807260.000000 Penalty: 6011.848145
	Iteration 17Q: 3 clusters Score -2.380726e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 182539 members 
Entering Unmasked Estep 
Score: -23807330.000000 Penalty: 6011.848145
	Iteration 18Q: 3 clusters Score -2.380733e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -23807330.000000 Penalty: 6011.848145
	Iteration 19Q: 3 clusters Score -2.380733e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 182675 members 
Entering Unmasked Estep 
Score: -23807384.000000 Penalty: 6011.848145
	Iteration 20F: 3 clusters Score -2.380738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -23807422.000000 Penalty: 6011.848145
	Iteration 21Q: 3 clusters Score -2.380742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 182757 members 
Entering Unmasked Estep 
Score: -23807462.000000 Penalty: 6011.848145
	Iteration 22Q: 3 clusters Score -2.380746e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -23807484.000000 Penalty: 6011.848145
	Iteration 23Q: 3 clusters Score -2.380748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 182801 members 
Entering Unmasked Estep 
Score: -23807496.000000 Penalty: 6011.848145
	Iteration 24Q: 3 clusters Score -2.38075e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -23807532.000000 Penalty: 6011.848145
	Iteration 25Q: 3 clusters Score -2.380753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 182833 members 
Entering Unmasked Estep 
Score: -23807520.000000 Penalty: 6011.848145
	Iteration 26Q: 3 clusters Score -2.380752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 182841 members 
Entering Unmasked Estep 
Score: -23807510.000000 Penalty: 6011.848145
	Iteration 27Q: 3 clusters Score -2.380751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -23807528.000000 Penalty: 6011.848145
	Iteration 28Q: 3 clusters Score -2.380753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 182861 members 
Entering Unmasked Estep 
Score: -23807544.000000 Penalty: 6011.848145
	Iteration 29Q: 3 clusters Score -2.380754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 182870 members 
Entering Unmasked Estep 
Score: -23807562.000000 Penalty: 6011.848145
	Iteration 30Q: 3 clusters Score -2.380756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -23807550.000000 Penalty: 6011.848145
	Iteration 31Q: 3 clusters Score -2.380755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 182878 members 
Entering Unmasked Estep 
Score: -23807566.000000 Penalty: 6011.848145
	Iteration 32Q: 3 clusters Score -2.380757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 182887 members 
Entering Unmasked Estep 
Score: -23807562.000000 Penalty: 6011.848145
	Iteration 33Q: 3 clusters Score -2.380756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 182893 members 
Entering Unmasked Estep 
Score: -23807562.000000 Penalty: 6011.848145
	Iteration 34Q: 3 clusters Score -2.380756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -23807574.000000 Penalty: 6011.848145
	Iteration 35Q: 3 clusters Score -2.380757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -23807598.000000 Penalty: 6011.848145
	Iteration 36Q: 3 clusters Score -2.38076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -23807598.000000 Penalty: 6011.848145
	Iteration 37Q: 3 clusters Score -2.38076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 182913 members 
Entering Unmasked Estep 
Score: -23807614.000000 Penalty: 6011.848145
	Iteration 38Q: 3 clusters Score -2.380761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 182919 members 
Entering Unmasked Estep 
Score: -23807614.000000 Penalty: 6011.848145
	Iteration 39Q: 3 clusters Score -2.380761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 182923 members 
Entering Unmasked Estep 
Score: -23807608.000000 Penalty: 6011.848145
	Iteration 40F: 3 clusters Score -2.380761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -23807610.000000 Penalty: 6011.848145
	Iteration 41Q: 3 clusters Score -2.380761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 182929 members 
Entering Unmasked Estep 
Score: -23807598.000000 Penalty: 6011.848145
	Iteration 42Q: 3 clusters Score -2.38076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -23807610.000000 Penalty: 6011.848145
	Iteration 43Q: 3 clusters Score -2.380761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 182932 members 
Entering Unmasked Estep 
Score: -23807612.000000 Penalty: 6011.848145
	Iteration 44Q: 3 clusters Score -2.380761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 182932 members 
Entering Unmasked Estep 
Score: -23807614.000000 Penalty: 6011.848145
	Iteration 45Q: 3 clusters Score -2.380761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 182932 members 
Entering Unmasked Estep 
Score: -23807614.000000 Penalty: 6011.848145
	Iteration 46F: 3 clusters Score -2.380761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -1725394.750000 Penalty: 2352.189209
	Iteration 0F: 2 clusters Score -1725395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1715700.250000 Penalty: 4704.378418
	Iteration 0F: 3 clusters Score -1715700 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1718906.625000 Penalty: 4704.378418
	Iteration 1F: 3 clusters Score -1718907 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1719284.500000 Penalty: 4704.378418
	Iteration 2F: 3 clusters Score -1719284 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1719588.000000 Penalty: 4704.378418
	Iteration 3Q: 3 clusters Score -1719588 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1719900.750000 Penalty: 4704.378418
	Iteration 4Q: 3 clusters Score -1719901 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1720220.750000 Penalty: 4704.378418
	Iteration 5Q: 3 clusters Score -1720221 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1720509.375000 Penalty: 4704.378418
	Iteration 6Q: 3 clusters Score -1720509 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1720796.750000 Penalty: 4704.378418
	Iteration 7Q: 3 clusters Score -1720797 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1721073.625000 Penalty: 4704.378418
	Iteration 8Q: 3 clusters Score -1721074 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1721375.875000 Penalty: 4704.378418
	Iteration 9Q: 3 clusters Score -1721376 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1721678.125000 Penalty: 4704.378418
	Iteration 10Q: 3 clusters Score -1721678 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1721956.375000 Penalty: 4704.378418
	Iteration 11Q: 3 clusters Score -1721956 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1722207.375000 Penalty: 4704.378418
	Iteration 12Q: 3 clusters Score -1722207 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1722388.500000 Penalty: 4704.378418
	Iteration 13Q: 3 clusters Score -1722388 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1722505.000000 Penalty: 4704.378418
	Iteration 14Q: 3 clusters Score -1722505 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1722591.000000 Penalty: 4704.378418
	Iteration 15Q: 3 clusters Score -1722591 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1722644.750000 Penalty: 4704.378418
	Iteration 16Q: 3 clusters Score -1722645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1722683.000000 Penalty: 4704.378418
	Iteration 17Q: 3 clusters Score -1722683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1722711.750000 Penalty: 4704.378418
	Iteration 18Q: 3 clusters Score -1722712 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1722735.375000 Penalty: 4704.378418
	Iteration 19Q: 3 clusters Score -1722735 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1722765.125000 Penalty: 4704.378418
	Iteration 20F: 3 clusters Score -1722765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1722786.500000 Penalty: 4704.378418
	Iteration 21Q: 3 clusters Score -1722786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1722811.000000 Penalty: 4704.378418
	Iteration 22Q: 3 clusters Score -1722811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1722824.750000 Penalty: 4704.378418
	Iteration 23Q: 3 clusters Score -1722825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1722840.875000 Penalty: 4704.378418
	Iteration 24Q: 3 clusters Score -1722841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1722863.625000 Penalty: 4704.378418
	Iteration 25Q: 3 clusters Score -1722864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1722887.750000 Penalty: 4704.378418
	Iteration 26Q: 3 clusters Score -1722888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1722922.250000 Penalty: 4704.378418
	Iteration 27Q: 3 clusters Score -1722922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1722939.000000 Penalty: 4704.378418
	Iteration 28Q: 3 clusters Score -1722939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1722959.750000 Penalty: 4704.378418
	Iteration 29Q: 3 clusters Score -1722960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1722978.000000 Penalty: 4704.378418
	Iteration 30Q: 3 clusters Score -1722978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1722991.375000 Penalty: 4704.378418
	Iteration 31Q: 3 clusters Score -1722991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1723005.000000 Penalty: 4704.378418
	Iteration 32Q: 3 clusters Score -1723005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1723027.000000 Penalty: 4704.378418
	Iteration 33Q: 3 clusters Score -1723027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1723045.375000 Penalty: 4704.378418
	Iteration 34Q: 3 clusters Score -1723045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1723057.250000 Penalty: 4704.378418
	Iteration 35Q: 3 clusters Score -1723057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1723074.875000 Penalty: 4704.378418
	Iteration 36Q: 3 clusters Score -1723075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1723090.875000 Penalty: 4704.378418
	Iteration 37Q: 3 clusters Score -1723091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1723111.250000 Penalty: 4704.378418
	Iteration 38Q: 3 clusters Score -1723111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1723126.625000 Penalty: 4704.378418
	Iteration 39Q: 3 clusters Score -1723127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1723141.375000 Penalty: 4704.378418
	Iteration 40F: 3 clusters Score -1723141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1723147.875000 Penalty: 4704.378418
	Iteration 41Q: 3 clusters Score -1723148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1723159.375000 Penalty: 4704.378418
	Iteration 42Q: 3 clusters Score -1723159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1723170.250000 Penalty: 4704.378418
	Iteration 43Q: 3 clusters Score -1723170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1723184.125000 Penalty: 4704.378418
	Iteration 44Q: 3 clusters Score -1723184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1723192.875000 Penalty: 4704.378418
	Iteration 45Q: 3 clusters Score -1723193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1723199.375000 Penalty: 4704.378418
	Iteration 46Q: 3 clusters Score -1723199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1723209.500000 Penalty: 4704.378418
	Iteration 47Q: 3 clusters Score -1723210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1723213.375000 Penalty: 4704.378418
	Iteration 48Q: 3 clusters Score -1723213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1723216.375000 Penalty: 4704.378418
	Iteration 49Q: 3 clusters Score -1723216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1723216.875000 Penalty: 4704.378418
	Iteration 50Q: 3 clusters Score -1723217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1723219.750000 Penalty: 4704.378418
	Iteration 51Q: 3 clusters Score -1723220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1723223.250000 Penalty: 4704.378418
	Iteration 52Q: 3 clusters Score -1723223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1723223.750000 Penalty: 4704.378418
	Iteration 53Q: 3 clusters Score -1723224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1723227.000000 Penalty: 4704.378418
	Iteration 54Q: 3 clusters Score -1723227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1723223.875000 Penalty: 4704.378418
	Iteration 55Q: 3 clusters Score -1723224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1723224.000000 Penalty: 4704.378418
	Iteration 56Q: 3 clusters Score -1723224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1723230.625000 Penalty: 4704.378418
	Iteration 57Q: 3 clusters Score -1723231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1723229.250000 Penalty: 4704.378418
	Iteration 58Q: 3 clusters Score -1723229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1723234.625000 Penalty: 4704.378418
	Iteration 59Q: 3 clusters Score -1723235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1723238.000000 Penalty: 4704.378418
	Iteration 60F: 3 clusters Score -1723238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1723235.750000 Penalty: 4704.378418
	Iteration 61Q: 3 clusters Score -1723236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1723240.500000 Penalty: 4704.378418
	Iteration 62Q: 3 clusters Score -1723240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1723242.625000 Penalty: 4704.378418
	Iteration 63Q: 3 clusters Score -1723243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1723248.250000 Penalty: 4704.378418
	Iteration 64Q: 3 clusters Score -1723248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1723252.625000 Penalty: 4704.378418
	Iteration 65Q: 3 clusters Score -1723253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1723254.625000 Penalty: 4704.378418
	Iteration 66Q: 3 clusters Score -1723255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1723254.750000 Penalty: 4704.378418
	Iteration 67Q: 3 clusters Score -1723255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1723256.625000 Penalty: 4704.378418
	Iteration 68Q: 3 clusters Score -1723257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1723260.125000 Penalty: 4704.378418
	Iteration 69Q: 3 clusters Score -1723260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1723259.500000 Penalty: 4704.378418
	Iteration 70Q: 3 clusters Score -1723260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1723261.250000 Penalty: 4704.378418
	Iteration 71Q: 3 clusters Score -1723261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1723270.000000 Penalty: 4704.378418
	Iteration 72Q: 3 clusters Score -1723270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1723274.000000 Penalty: 4704.378418
	Iteration 73Q: 3 clusters Score -1723274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1723275.500000 Penalty: 4704.378418
	Iteration 74Q: 3 clusters Score -1723276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1723275.250000 Penalty: 4704.378418
	Iteration 75Q: 3 clusters Score -1723275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1723276.250000 Penalty: 4704.378418
	Iteration 76Q: 3 clusters Score -1723276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1723275.000000 Penalty: 4704.378418
	Iteration 77Q: 3 clusters Score -1723275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1723274.500000 Penalty: 4704.378418
	Iteration 78Q: 3 clusters Score -1723274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1723275.125000 Penalty: 4704.378418
	Iteration 79Q: 3 clusters Score -1723275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1723274.375000 Penalty: 4704.378418
	Iteration 80F: 3 clusters Score -1723274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1723271.875000 Penalty: 4704.378418
	Iteration 81Q: 3 clusters Score -1723272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1723276.125000 Penalty: 4704.378418
	Iteration 82Q: 3 clusters Score -1723276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1723278.000000 Penalty: 4704.378418
	Iteration 83Q: 3 clusters Score -1723278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1723277.000000 Penalty: 4704.378418
	Iteration 84Q: 3 clusters Score -1723277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1723280.375000 Penalty: 4704.378418
	Iteration 85Q: 3 clusters Score -1723280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1723283.875000 Penalty: 4704.378418
	Iteration 86Q: 3 clusters Score -1723284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1723283.250000 Penalty: 4704.378418
	Iteration 87Q: 3 clusters Score -1723283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1723285.500000 Penalty: 4704.378418
	Iteration 88Q: 3 clusters Score -1723286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1723287.250000 Penalty: 4704.378418
	Iteration 89Q: 3 clusters Score -1723287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1723288.375000 Penalty: 4704.378418
	Iteration 90Q: 3 clusters Score -1723288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1723289.750000 Penalty: 4704.378418
	Iteration 91Q: 3 clusters Score -1723290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1723291.625000 Penalty: 4704.378418
	Iteration 92Q: 3 clusters Score -1723292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1723289.750000 Penalty: 4704.378418
	Iteration 93Q: 3 clusters Score -1723290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1723291.000000 Penalty: 4704.378418
	Iteration 94Q: 3 clusters Score -1723291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1723291.500000 Penalty: 4704.378418
	Iteration 95Q: 3 clusters Score -1723292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1723291.625000 Penalty: 4704.378418
	Iteration 96Q: 3 clusters Score -1723292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1723292.125000 Penalty: 4704.378418
	Iteration 97Q: 3 clusters Score -1723292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1723294.250000 Penalty: 4704.378418
	Iteration 98Q: 3 clusters Score -1723294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1723294.375000 Penalty: 4704.378418
	Iteration 99Q: 3 clusters Score -1723294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1723295.000000 Penalty: 4704.378418
	Iteration 100F: 3 clusters Score -1723295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1723297.250000 Penalty: 4704.378418
	Iteration 101Q: 3 clusters Score -1723297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1723297.000000 Penalty: 4704.378418
	Iteration 102Q: 3 clusters Score -1723297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1723296.000000 Penalty: 4704.378418
	Iteration 103Q: 3 clusters Score -1723296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1723299.250000 Penalty: 4704.378418
	Iteration 104Q: 3 clusters Score -1723299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1723298.750000 Penalty: 4704.378418
	Iteration 105Q: 3 clusters Score -1723299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1723299.375000 Penalty: 4704.378418
	Iteration 106Q: 3 clusters Score -1723299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1723299.750000 Penalty: 4704.378418
	Iteration 107Q: 3 clusters Score -1723300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1723301.125000 Penalty: 4704.378418
	Iteration 108Q: 3 clusters Score -1723301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1723301.125000 Penalty: 4704.378418
	Iteration 109F: 3 clusters Score -1723301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -679927.875000 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -679927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -675087.937500 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -675087.9 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -676683.187500 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -676683.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -677455.437500 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -677455.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -678065.562500 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -678065.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -678543.937500 Penalty: 4270.718262
	Iteration 4F: 3 clusters Score -678543.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -679006.437500 Penalty: 4270.718262
	Iteration 5F: 3 clusters Score -679006.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -679401.812500 Penalty: 4270.718262
	Iteration 6F: 3 clusters Score -679401.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -679706.875000 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -679706.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -679892.250000 Penalty: 4270.718262
	Iteration 8Q: 3 clusters Score -679892.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -680019.812500 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -680019.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -680110.750000 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -680110.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -680172.875000 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -680172.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -680220.250000 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -680220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -680273.562500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -680273.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -680322.687500 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -680322.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -680350.875000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -680350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -680379.875000 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -680379.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -680400.812500 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -680400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -680415.125000 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -680415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -680424.625000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -680424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -680437.187500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -680437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -680450.562500 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -680450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -680455.062500 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -680455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -680459.875000 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -680459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -680465.937500 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -680465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -680467.625000 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -680467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -680475.625000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -680475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -680484.000000 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -680484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -680486.812500 Penalty: 4270.718262
	Iteration 28Q: 3 clusters Score -680486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -680490.687500 Penalty: 4270.718262
	Iteration 29Q: 3 clusters Score -680490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -680493.937500 Penalty: 4270.718262
	Iteration 30Q: 3 clusters Score -680493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -680498.125000 Penalty: 4270.718262
	Iteration 31Q: 3 clusters Score -680498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -680498.125000 Penalty: 4270.718262
	Iteration 32Q: 3 clusters Score -680498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -680498.125000 Penalty: 4270.718262
	Iteration 33F: 3 clusters Score -680498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 181567 members 
Mstep: Class 6 contains 183627 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 5001 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 203631 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 162528 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 213297 members 
Entering Unmasked Estep 
Score: -166403648.000000 Penalty: 73383.539062
Splitting cluster 8 changes total score from -166404560.000000 to -166403648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (20056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Entering Unmasked Estep 
Score: -2614499.750000 Penalty: 2456.758301
	Iteration 0F: 2 clusters Score -2614500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2600353.500000 Penalty: 4913.516602
	Iteration 0F: 3 clusters Score -2600354 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2604945.000000 Penalty: 4913.516602
	Iteration 1F: 3 clusters Score -2604945 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2605295.500000 Penalty: 4913.516602
	Iteration 2Q: 3 clusters Score -2605296 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2605588.500000 Penalty: 4913.516602
	Iteration 3Q: 3 clusters Score -2605588 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2605843.250000 Penalty: 4913.516602
	Iteration 4Q: 3 clusters Score -2605843 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2606127.500000 Penalty: 4913.516602
	Iteration 5Q: 3 clusters Score -2606128 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2606484.500000 Penalty: 4913.516602
	Iteration 6Q: 3 clusters Score -2606484 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2606922.250000 Penalty: 4913.516602
	Iteration 7Q: 3 clusters Score -2606922 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2607482.750000 Penalty: 4913.516602
	Iteration 8Q: 3 clusters Score -2607483 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2608095.750000 Penalty: 4913.516602
	Iteration 9Q: 3 clusters Score -2608096 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2608750.750000 Penalty: 4913.516602
	Iteration 10Q: 3 clusters Score -2608751 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2609438.750000 Penalty: 4913.516602
	Iteration 11Q: 3 clusters Score -2609439 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2610063.500000 Penalty: 4913.516602
	Iteration 12Q: 3 clusters Score -2610064 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2610588.500000 Penalty: 4913.516602
	Iteration 13Q: 3 clusters Score -2610588 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2611036.250000 Penalty: 4913.516602
	Iteration 14Q: 3 clusters Score -2611036 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2611409.750000 Penalty: 4913.516602
	Iteration 15Q: 3 clusters Score -2611410 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2611713.250000 Penalty: 4913.516602
	Iteration 16Q: 3 clusters Score -2611713 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2611937.750000 Penalty: 4913.516602
	Iteration 17Q: 3 clusters Score -2611938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2612094.500000 Penalty: 4913.516602
	Iteration 18Q: 3 clusters Score -2612094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2612180.750000 Penalty: 4913.516602
	Iteration 19Q: 3 clusters Score -2612181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2612249.250000 Penalty: 4913.516602
	Iteration 20F: 3 clusters Score -2612249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2612299.250000 Penalty: 4913.516602
	Iteration 21Q: 3 clusters Score -2612299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2612327.000000 Penalty: 4913.516602
	Iteration 22Q: 3 clusters Score -2612327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2612346.500000 Penalty: 4913.516602
	Iteration 23Q: 3 clusters Score -2612346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2612360.500000 Penalty: 4913.516602
	Iteration 24Q: 3 clusters Score -2612360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2612377.500000 Penalty: 4913.516602
	Iteration 25Q: 3 clusters Score -2612378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2612391.750000 Penalty: 4913.516602
	Iteration 26Q: 3 clusters Score -2612392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2612397.750000 Penalty: 4913.516602
	Iteration 27Q: 3 clusters Score -2612398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2612405.750000 Penalty: 4913.516602
	Iteration 28Q: 3 clusters Score -2612406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2612412.250000 Penalty: 4913.516602
	Iteration 29Q: 3 clusters Score -2612412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2612415.000000 Penalty: 4913.516602
	Iteration 30Q: 3 clusters Score -2612415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2612420.000000 Penalty: 4913.516602
	Iteration 31Q: 3 clusters Score -2612420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2612422.500000 Penalty: 4913.516602
	Iteration 32Q: 3 clusters Score -2612422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2612423.250000 Penalty: 4913.516602
	Iteration 33Q: 3 clusters Score -2612423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2612423.250000 Penalty: 4913.516602
	Iteration 34F: 3 clusters Score -2612423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Entering Unmasked Estep 
Score: -2977245.750000 Penalty: 2492.905273
	Iteration 0F: 2 clusters Score -2977246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2961022.000000 Penalty: 4985.810547
	Iteration 0F: 3 clusters Score -2961022 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2967158.000000 Penalty: 4985.810547
	Iteration 1F: 3 clusters Score -2967158 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2968390.000000 Penalty: 4985.810547
	Iteration 2F: 3 clusters Score -2968390 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2970050.500000 Penalty: 4985.810547
	Iteration 3F: 3 clusters Score -2970050 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2971707.750000 Penalty: 4985.810547
	Iteration 4F: 3 clusters Score -2971708 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2973002.250000 Penalty: 4985.810547
	Iteration 5F: 3 clusters Score -2973002 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2973748.750000 Penalty: 4985.810547
	Iteration 6F: 3 clusters Score -2973749 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2974106.000000 Penalty: 4985.810547
	Iteration 7Q: 3 clusters Score -2974106 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2974341.250000 Penalty: 4985.810547
	Iteration 8Q: 3 clusters Score -2974341 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2974543.000000 Penalty: 4985.810547
	Iteration 9Q: 3 clusters Score -2974543 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2974690.500000 Penalty: 4985.810547
	Iteration 10Q: 3 clusters Score -2974690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2974835.750000 Penalty: 4985.810547
	Iteration 11Q: 3 clusters Score -2974836 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2974958.250000 Penalty: 4985.810547
	Iteration 12Q: 3 clusters Score -2974958 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2975059.500000 Penalty: 4985.810547
	Iteration 13Q: 3 clusters Score -2975060 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2975160.250000 Penalty: 4985.810547
	Iteration 14Q: 3 clusters Score -2975160 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2975224.250000 Penalty: 4985.810547
	Iteration 15Q: 3 clusters Score -2975224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2975271.000000 Penalty: 4985.810547
	Iteration 16Q: 3 clusters Score -2975271 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2975311.000000 Penalty: 4985.810547
	Iteration 17Q: 3 clusters Score -2975311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2975324.750000 Penalty: 4985.810547
	Iteration 18Q: 3 clusters Score -2975325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2975347.000000 Penalty: 4985.810547
	Iteration 19Q: 3 clusters Score -2975347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2975359.250000 Penalty: 4985.810547
	Iteration 20F: 3 clusters Score -2975359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2975359.750000 Penalty: 4985.810547
	Iteration 21Q: 3 clusters Score -2975360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2975367.000000 Penalty: 4985.810547
	Iteration 22Q: 3 clusters Score -2975367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2975375.750000 Penalty: 4985.810547
	Iteration 23Q: 3 clusters Score -2975376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2975378.000000 Penalty: 4985.810547
	Iteration 24Q: 3 clusters Score -2975378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2975381.750000 Penalty: 4985.810547
	Iteration 25Q: 3 clusters Score -2975382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2975388.250000 Penalty: 4985.810547
	Iteration 26Q: 3 clusters Score -2975388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2975390.000000 Penalty: 4985.810547
	Iteration 27Q: 3 clusters Score -2975390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2975390.250000 Penalty: 4985.810547
	Iteration 28Q: 3 clusters Score -2975390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2975386.000000 Penalty: 4985.810547
	Iteration 29Q: 3 clusters Score -2975386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2975391.750000 Penalty: 4985.810547
	Iteration 30Q: 3 clusters Score -2975392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2975389.750000 Penalty: 4985.810547
	Iteration 31Q: 3 clusters Score -2975390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2975389.750000 Penalty: 4985.810547
	Iteration 32F: 3 clusters Score -2975390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Entering Unmasked Estep 
Score: -3449385.750000 Penalty: 2525.874023
	Iteration 0F: 2 clusters Score -3449386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3431111.750000 Penalty: 5051.748047
	Iteration 0F: 3 clusters Score -3431112 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3437309.250000 Penalty: 5051.748047
	Iteration 1F: 3 clusters Score -3437309 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3437660.750000 Penalty: 5051.748047
	Iteration 2Q: 3 clusters Score -3437661 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3437995.750000 Penalty: 5051.748047
	Iteration 3Q: 3 clusters Score -3437996 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3438306.750000 Penalty: 5051.748047
	Iteration 4Q: 3 clusters Score -3438307 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3438649.250000 Penalty: 5051.748047
	Iteration 5Q: 3 clusters Score -3438649 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3439064.500000 Penalty: 5051.748047
	Iteration 6Q: 3 clusters Score -3439064 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3439500.000000 Penalty: 5051.748047
	Iteration 7Q: 3 clusters Score -3439500 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3439981.500000 Penalty: 5051.748047
	Iteration 8Q: 3 clusters Score -3439982 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3440497.750000 Penalty: 5051.748047
	Iteration 9Q: 3 clusters Score -3440498 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3441115.750000 Penalty: 5051.748047
	Iteration 10Q: 3 clusters Score -3441116 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3441815.750000 Penalty: 5051.748047
	Iteration 11Q: 3 clusters Score -3441816 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3442540.000000 Penalty: 5051.748047
	Iteration 12Q: 3 clusters Score -3442540 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3443237.750000 Penalty: 5051.748047
	Iteration 13Q: 3 clusters Score -3443238 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3443868.500000 Penalty: 5051.748047
	Iteration 14Q: 3 clusters Score -3443868 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3444334.250000 Penalty: 5051.748047
	Iteration 15Q: 3 clusters Score -3444334 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3444673.500000 Penalty: 5051.748047
	Iteration 16Q: 3 clusters Score -3444674 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3444905.250000 Penalty: 5051.748047
	Iteration 17Q: 3 clusters Score -3444905 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3445087.000000 Penalty: 5051.748047
	Iteration 18Q: 3 clusters Score -3445087 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3445147.500000 Penalty: 5051.748047
	Iteration 19Q: 3 clusters Score -3445148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3445217.500000 Penalty: 5051.748047
	Iteration 20F: 3 clusters Score -3445218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3445248.250000 Penalty: 5051.748047
	Iteration 21Q: 3 clusters Score -3445248 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3445279.000000 Penalty: 5051.748047
	Iteration 22Q: 3 clusters Score -3445279 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3445318.500000 Penalty: 5051.748047
	Iteration 23Q: 3 clusters Score -3445318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3445334.000000 Penalty: 5051.748047
	Iteration 24Q: 3 clusters Score -3445334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3445331.750000 Penalty: 5051.748047
	Iteration 25Q: 3 clusters Score -3445332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3445344.250000 Penalty: 5051.748047
	Iteration 26Q: 3 clusters Score -3445344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3445352.750000 Penalty: 5051.748047
	Iteration 27Q: 3 clusters Score -3445353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3445353.000000 Penalty: 5051.748047
	Iteration 28Q: 3 clusters Score -3445353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3445354.250000 Penalty: 5051.748047
	Iteration 29Q: 3 clusters Score -3445354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3445356.750000 Penalty: 5051.748047
	Iteration 30Q: 3 clusters Score -3445357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3445358.500000 Penalty: 5051.748047
	Iteration 31Q: 3 clusters Score -3445358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3445366.000000 Penalty: 5051.748047
	Iteration 32Q: 3 clusters Score -3445366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3445368.500000 Penalty: 5051.748047
	Iteration 33Q: 3 clusters Score -3445368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3445368.000000 Penalty: 5051.748047
	Iteration 34Q: 3 clusters Score -3445368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3445370.500000 Penalty: 5051.748047
	Iteration 35Q: 3 clusters Score -3445370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3445374.500000 Penalty: 5051.748047
	Iteration 36Q: 3 clusters Score -3445374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3445374.500000 Penalty: 5051.748047
	Iteration 37Q: 3 clusters Score -3445374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3445375.250000 Penalty: 5051.748047
	Iteration 38Q: 3 clusters Score -3445375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3445373.000000 Penalty: 5051.748047
	Iteration 39Q: 3 clusters Score -3445373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3445380.000000 Penalty: 5051.748047
	Iteration 40F: 3 clusters Score -3445380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3445374.750000 Penalty: 5051.748047
	Iteration 41Q: 3 clusters Score -3445375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3445372.500000 Penalty: 5051.748047
	Iteration 42Q: 3 clusters Score -3445372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3445377.750000 Penalty: 5051.748047
	Iteration 43Q: 3 clusters Score -3445378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3445372.500000 Penalty: 5051.748047
	Iteration 44Q: 3 clusters Score -3445372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3445374.250000 Penalty: 5051.748047
	Iteration 45Q: 3 clusters Score -3445374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3445378.750000 Penalty: 5051.748047
	Iteration 46Q: 3 clusters Score -3445379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3445382.000000 Penalty: 5051.748047
	Iteration 47Q: 3 clusters Score -3445382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3445381.000000 Penalty: 5051.748047
	Iteration 48Q: 3 clusters Score -3445381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3445391.000000 Penalty: 5051.748047
	Iteration 49Q: 3 clusters Score -3445391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3445388.750000 Penalty: 5051.748047
	Iteration 50Q: 3 clusters Score -3445389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3445385.250000 Penalty: 5051.748047
	Iteration 51Q: 3 clusters Score -3445385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3445398.000000 Penalty: 5051.748047
	Iteration 52Q: 3 clusters Score -3445398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3445390.250000 Penalty: 5051.748047
	Iteration 53Q: 3 clusters Score -3445390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3445405.000000 Penalty: 5051.748047
	Iteration 54Q: 3 clusters Score -3445405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3445407.500000 Penalty: 5051.748047
	Iteration 55Q: 3 clusters Score -3445408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3445411.250000 Penalty: 5051.748047
	Iteration 56Q: 3 clusters Score -3445411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3445409.500000 Penalty: 5051.748047
	Iteration 57Q: 3 clusters Score -3445410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3445409.250000 Penalty: 5051.748047
	Iteration 58Q: 3 clusters Score -3445409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3445413.000000 Penalty: 5051.748047
	Iteration 59Q: 3 clusters Score -3445413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3445413.000000 Penalty: 5051.748047
	Iteration 60F: 3 clusters Score -3445413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3445413.750000 Penalty: 5051.748047
	Iteration 61Q: 3 clusters Score -3445414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3445415.750000 Penalty: 5051.748047
	Iteration 62Q: 3 clusters Score -3445416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3445420.750000 Penalty: 5051.748047
	Iteration 63Q: 3 clusters Score -3445421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3445417.000000 Penalty: 5051.748047
	Iteration 64Q: 3 clusters Score -3445417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3445425.250000 Penalty: 5051.748047
	Iteration 65Q: 3 clusters Score -3445425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3445423.500000 Penalty: 5051.748047
	Iteration 66Q: 3 clusters Score -3445424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3445424.500000 Penalty: 5051.748047
	Iteration 67Q: 3 clusters Score -3445424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3445425.500000 Penalty: 5051.748047
	Iteration 68Q: 3 clusters Score -3445426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3445423.500000 Penalty: 5051.748047
	Iteration 69Q: 3 clusters Score -3445424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3445421.000000 Penalty: 5051.748047
	Iteration 70Q: 3 clusters Score -3445421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3445422.750000 Penalty: 5051.748047
	Iteration 71Q: 3 clusters Score -3445423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3445422.750000 Penalty: 5051.748047
	Iteration 72F: 3 clusters Score -3445423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203631 members 
Entering Unmasked Estep 
Score: -26101048.000000 Penalty: 3031.568115
	Iteration 0F: 2 clusters Score -2.610105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -25968228.000000 Penalty: 6063.136230
	Iteration 0F: 3 clusters Score -2.596823e+07 nChanged 97995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -26025374.000000 Penalty: 6063.136230
	Iteration 1F: 3 clusters Score -2.602537e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -26026534.000000 Penalty: 6063.136230
	Iteration 2Q: 3 clusters Score -2.602653e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -26027552.000000 Penalty: 6063.136230
	Iteration 3Q: 3 clusters Score -2.602755e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -26029360.000000 Penalty: 6063.136230
	Iteration 4Q: 3 clusters Score -2.602936e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -26031544.000000 Penalty: 6063.136230
	Iteration 5Q: 3 clusters Score -2.603154e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -26034824.000000 Penalty: 6063.136230
	Iteration 6Q: 3 clusters Score -2.603482e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -26039206.000000 Penalty: 6063.136230
	Iteration 7Q: 3 clusters Score -2.603921e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117696 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -26045354.000000 Penalty: 6063.136230
	Iteration 8F: 3 clusters Score -2.604535e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124321 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -26054322.000000 Penalty: 6063.136230
	Iteration 9F: 3 clusters Score -2.605432e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131307 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -26064294.000000 Penalty: 6063.136230
	Iteration 10F: 3 clusters Score -2.606429e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -26072618.000000 Penalty: 6063.136230
	Iteration 11F: 3 clusters Score -2.607262e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141797 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -26077858.000000 Penalty: 6063.136230
	Iteration 12Q: 3 clusters Score -2.607786e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -26080920.000000 Penalty: 6063.136230
	Iteration 13Q: 3 clusters Score -2.608092e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -26083146.000000 Penalty: 6063.136230
	Iteration 14Q: 3 clusters Score -2.608315e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -26085758.000000 Penalty: 6063.136230
	Iteration 15Q: 3 clusters Score -2.608576e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157785 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -26088420.000000 Penalty: 6063.136230
	Iteration 16Q: 3 clusters Score -2.608842e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -26091006.000000 Penalty: 6063.136230
	Iteration 17Q: 3 clusters Score -2.609101e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -26093464.000000 Penalty: 6063.136230
	Iteration 18Q: 3 clusters Score -2.609346e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168166 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -26095420.000000 Penalty: 6063.136230
	Iteration 19Q: 3 clusters Score -2.609542e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -26096826.000000 Penalty: 6063.136230
	Iteration 20F: 3 clusters Score -2.609683e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173554 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -26097840.000000 Penalty: 6063.136230
	Iteration 21Q: 3 clusters Score -2.609784e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -26098470.000000 Penalty: 6063.136230
	Iteration 22Q: 3 clusters Score -2.609847e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -26098958.000000 Penalty: 6063.136230
	Iteration 23Q: 3 clusters Score -2.609896e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -26099356.000000 Penalty: 6063.136230
	Iteration 24Q: 3 clusters Score -2.609936e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -26099804.000000 Penalty: 6063.136230
	Iteration 25Q: 3 clusters Score -2.60998e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183728 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -26100066.000000 Penalty: 6063.136230
	Iteration 26Q: 3 clusters Score -2.610007e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185262 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -26100332.000000 Penalty: 6063.136230
	Iteration 27Q: 3 clusters Score -2.610033e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -26100466.000000 Penalty: 6063.136230
	Iteration 28Q: 3 clusters Score -2.610047e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187850 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -26100590.000000 Penalty: 6063.136230
	Iteration 29Q: 3 clusters Score -2.610059e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188989 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -26100702.000000 Penalty: 6063.136230
	Iteration 30Q: 3 clusters Score -2.61007e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189995 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -26100844.000000 Penalty: 6063.136230
	Iteration 31Q: 3 clusters Score -2.610084e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190905 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -26100906.000000 Penalty: 6063.136230
	Iteration 32Q: 3 clusters Score -2.610091e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191692 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -26100932.000000 Penalty: 6063.136230
	Iteration 33Q: 3 clusters Score -2.610093e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192411 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -26100946.000000 Penalty: 6063.136230
	Iteration 34Q: 3 clusters Score -2.610095e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -26100912.000000 Penalty: 6063.136230
	Iteration 35Q: 3 clusters Score -2.610091e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193653 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -26100922.000000 Penalty: 6063.136230
	Iteration 36Q: 3 clusters Score -2.610092e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194191 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -26100920.000000 Penalty: 6063.136230
	Iteration 37Q: 3 clusters Score -2.610092e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -26100908.000000 Penalty: 6063.136230
	Iteration 38Q: 3 clusters Score -2.610091e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -26100872.000000 Penalty: 6063.136230
	Iteration 39Q: 3 clusters Score -2.610087e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195467 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -26100892.000000 Penalty: 6063.136230
	Iteration 40F: 3 clusters Score -2.610089e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -26100862.000000 Penalty: 6063.136230
	Iteration 41Q: 3 clusters Score -2.610086e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -26100906.000000 Penalty: 6063.136230
	Iteration 42Q: 3 clusters Score -2.610091e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -26100850.000000 Penalty: 6063.136230
	Iteration 43Q: 3 clusters Score -2.610085e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196721 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -26100872.000000 Penalty: 6063.136230
	Iteration 44Q: 3 clusters Score -2.610087e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196948 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -26100708.000000 Penalty: 6063.136230
	Iteration 45Q: 3 clusters Score -2.610071e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197167 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -26100682.000000 Penalty: 6063.136230
	Iteration 46Q: 3 clusters Score -2.610068e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197361 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -26100668.000000 Penalty: 6063.136230
	Iteration 47Q: 3 clusters Score -2.610067e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197548 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -26100714.000000 Penalty: 6063.136230
	Iteration 48Q: 3 clusters Score -2.610071e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197696 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -26100672.000000 Penalty: 6063.136230
	Iteration 49Q: 3 clusters Score -2.610067e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197834 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -26100632.000000 Penalty: 6063.136230
	Iteration 50Q: 3 clusters Score -2.610063e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197971 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -26100636.000000 Penalty: 6063.136230
	Iteration 51Q: 3 clusters Score -2.610064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198086 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -26100628.000000 Penalty: 6063.136230
	Iteration 52Q: 3 clusters Score -2.610063e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198202 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -26100606.000000 Penalty: 6063.136230
	Iteration 53Q: 3 clusters Score -2.610061e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -26100590.000000 Penalty: 6063.136230
	Iteration 54Q: 3 clusters Score -2.610059e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198395 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -26100560.000000 Penalty: 6063.136230
	Iteration 55Q: 3 clusters Score -2.610056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198479 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -26100578.000000 Penalty: 6063.136230
	Iteration 56Q: 3 clusters Score -2.610058e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198550 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -26100558.000000 Penalty: 6063.136230
	Iteration 57Q: 3 clusters Score -2.610056e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198620 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -26100546.000000 Penalty: 6063.136230
	Iteration 58Q: 3 clusters Score -2.610055e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198703 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -26100524.000000 Penalty: 6063.136230
	Iteration 59Q: 3 clusters Score -2.610052e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198789 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -26100534.000000 Penalty: 6063.136230
	Iteration 60F: 3 clusters Score -2.610053e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198863 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -26100494.000000 Penalty: 6063.136230
	Iteration 61Q: 3 clusters Score -2.610049e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198925 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -26100500.000000 Penalty: 6063.136230
	Iteration 62Q: 3 clusters Score -2.61005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198981 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -26100494.000000 Penalty: 6063.136230
	Iteration 63Q: 3 clusters Score -2.610049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199026 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -26100484.000000 Penalty: 6063.136230
	Iteration 64Q: 3 clusters Score -2.610048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199081 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -26100484.000000 Penalty: 6063.136230
	Iteration 65Q: 3 clusters Score -2.610048e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -26100452.000000 Penalty: 6063.136230
	Iteration 66Q: 3 clusters Score -2.610045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -26100464.000000 Penalty: 6063.136230
	Iteration 67Q: 3 clusters Score -2.610046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199245 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -26100444.000000 Penalty: 6063.136230
	Iteration 68Q: 3 clusters Score -2.610044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199279 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -26100438.000000 Penalty: 6063.136230
	Iteration 69Q: 3 clusters Score -2.610044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -26100446.000000 Penalty: 6063.136230
	Iteration 70Q: 3 clusters Score -2.610045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199334 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -26100466.000000 Penalty: 6063.136230
	Iteration 71Q: 3 clusters Score -2.610047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199364 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -26100474.000000 Penalty: 6063.136230
	Iteration 72Q: 3 clusters Score -2.610047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199389 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -26100492.000000 Penalty: 6063.136230
	Iteration 73Q: 3 clusters Score -2.610049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -26100482.000000 Penalty: 6063.136230
	Iteration 74Q: 3 clusters Score -2.610048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199419 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -26100486.000000 Penalty: 6063.136230
	Iteration 75Q: 3 clusters Score -2.610049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -26100476.000000 Penalty: 6063.136230
	Iteration 76Q: 3 clusters Score -2.610048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -26100482.000000 Penalty: 6063.136230
	Iteration 77Q: 3 clusters Score -2.610048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199448 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -26100480.000000 Penalty: 6063.136230
	Iteration 78Q: 3 clusters Score -2.610048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199454 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -26100464.000000 Penalty: 6063.136230
	Iteration 79Q: 3 clusters Score -2.610046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199463 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -26100466.000000 Penalty: 6063.136230
	Iteration 80F: 3 clusters Score -2.610047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199469 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -26100462.000000 Penalty: 6063.136230
	Iteration 81Q: 3 clusters Score -2.610046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -26100454.000000 Penalty: 6063.136230
	Iteration 82Q: 3 clusters Score -2.610045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199481 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -26100434.000000 Penalty: 6063.136230
	Iteration 83Q: 3 clusters Score -2.610043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199485 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -26100422.000000 Penalty: 6063.136230
	Iteration 84Q: 3 clusters Score -2.610042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199488 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -26100434.000000 Penalty: 6063.136230
	Iteration 85Q: 3 clusters Score -2.610043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -26100424.000000 Penalty: 6063.136230
	Iteration 86Q: 3 clusters Score -2.610042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -26100424.000000 Penalty: 6063.136230
	Iteration 87F: 3 clusters Score -2.610042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -115621.031250 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -115621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113772.507812 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -113772.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114013.125000 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -114013.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114095.898438 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -114095.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114183.085938 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -114183.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -114299.765625 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -114299.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114444.750000 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -114444.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114536.578125 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -114536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114605.476562 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -114605.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114651.390625 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -114651.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114709.773438 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -114709.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -114769.515625 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -114769.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114812.742188 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -114812.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114829.593750 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -114829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114839.609375 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -114839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -114846.484375 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -114846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -114852.882812 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -114852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -114859.648438 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -114859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -114865.093750 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -114865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114868.460938 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -114868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114871.914062 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -114871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114878.453125 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -114878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114887.671875 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -114887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -114895.882812 Penalty: 3407.031006
	Iteration 22Q: 3 clusters Score -114895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -114900.343750 Penalty: 3407.031006
	Iteration 23Q: 3 clusters Score -114900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -114901.750000 Penalty: 3407.031006
	Iteration 24Q: 3 clusters Score -114901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -114901.750000 Penalty: 3407.031006
	Iteration 25F: 3 clusters Score -114901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Entering Unmasked Estep 
Score: -8893188.000000 Penalty: 2770.449463
	Iteration 0F: 2 clusters Score -8893188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -8845645.000000 Penalty: 5540.898926
	Iteration 0F: 3 clusters Score -8845645 nChanged 33158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -8864187.000000 Penalty: 5540.898926
	Iteration 1F: 3 clusters Score -8864187 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8864886.000000 Penalty: 5540.898926
	Iteration 2Q: 3 clusters Score -8864886 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8865852.000000 Penalty: 5540.898926
	Iteration 3Q: 3 clusters Score -8865852 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8867220.000000 Penalty: 5540.898926
	Iteration 4Q: 3 clusters Score -8867220 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8869478.000000 Penalty: 5540.898926
	Iteration 5F: 3 clusters Score -8869478 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -8873151.000000 Penalty: 5540.898926
	Iteration 6F: 3 clusters Score -8873151 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -8878331.000000 Penalty: 5540.898926
	Iteration 7F: 3 clusters Score -8878331 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8883634.000000 Penalty: 5540.898926
	Iteration 8F: 3 clusters Score -8883634 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -8887416.000000 Penalty: 5540.898926
	Iteration 9F: 3 clusters Score -8887416 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -8889251.000000 Penalty: 5540.898926
	Iteration 10Q: 3 clusters Score -8889251 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -8890109.000000 Penalty: 5540.898926
	Iteration 11Q: 3 clusters Score -8890109 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -8890506.000000 Penalty: 5540.898926
	Iteration 12Q: 3 clusters Score -8890506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8890665.000000 Penalty: 5540.898926
	Iteration 13Q: 3 clusters Score -8890665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -8890764.000000 Penalty: 5540.898926
	Iteration 14Q: 3 clusters Score -8890764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -8890791.000000 Penalty: 5540.898926
	Iteration 15Q: 3 clusters Score -8890791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -8890842.000000 Penalty: 5540.898926
	Iteration 16Q: 3 clusters Score -8890842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -8890868.000000 Penalty: 5540.898926
	Iteration 17Q: 3 clusters Score -8890868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -8890888.000000 Penalty: 5540.898926
	Iteration 18Q: 3 clusters Score -8890888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -8890905.000000 Penalty: 5540.898926
	Iteration 19Q: 3 clusters Score -8890905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -8890930.000000 Penalty: 5540.898926
	Iteration 20F: 3 clusters Score -8890930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -8890941.000000 Penalty: 5540.898926
	Iteration 21Q: 3 clusters Score -8890941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8890948.000000 Penalty: 5540.898926
	Iteration 22Q: 3 clusters Score -8890948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -8890959.000000 Penalty: 5540.898926
	Iteration 23Q: 3 clusters Score -8890959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -8890969.000000 Penalty: 5540.898926
	Iteration 24Q: 3 clusters Score -8890969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -8890971.000000 Penalty: 5540.898926
	Iteration 25Q: 3 clusters Score -8890971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -8890977.000000 Penalty: 5540.898926
	Iteration 26Q: 3 clusters Score -8890977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8890980.000000 Penalty: 5540.898926
	Iteration 27Q: 3 clusters Score -8890980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -8890988.000000 Penalty: 5540.898926
	Iteration 28Q: 3 clusters Score -8890988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8890988.000000 Penalty: 5540.898926
	Iteration 29Q: 3 clusters Score -8890988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8890983.000000 Penalty: 5540.898926
	Iteration 30Q: 3 clusters Score -8890983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -8890990.000000 Penalty: 5540.898926
	Iteration 31Q: 3 clusters Score -8890990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -8890987.000000 Penalty: 5540.898926
	Iteration 32Q: 3 clusters Score -8890987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -8890987.000000 Penalty: 5540.898926
	Iteration 33F: 3 clusters Score -8890987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (162528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162528 members 
Entering Unmasked Estep 
Score: -21148088.000000 Penalty: 2975.654297
	Iteration 0F: 2 clusters Score -2.114809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -21040536.000000 Penalty: 5951.308594
	Iteration 0F: 3 clusters Score -2.104054e+07 nChanged 77761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -21085728.000000 Penalty: 5951.308594
	Iteration 1F: 3 clusters Score -2.108573e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -21086428.000000 Penalty: 5951.308594
	Iteration 2Q: 3 clusters Score -2.108643e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -21087394.000000 Penalty: 5951.308594
	Iteration 3Q: 3 clusters Score -2.108739e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -21088604.000000 Penalty: 5951.308594
	Iteration 4Q: 3 clusters Score -2.10886e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -21090646.000000 Penalty: 5951.308594
	Iteration 5Q: 3 clusters Score -2.109065e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -21094038.000000 Penalty: 5951.308594
	Iteration 6Q: 3 clusters Score -2.109404e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -21100466.000000 Penalty: 5951.308594
	Iteration 7F: 3 clusters Score -2.110047e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -21111094.000000 Penalty: 5951.308594
	Iteration 8F: 3 clusters Score -2.111109e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -21124064.000000 Penalty: 5951.308594
	Iteration 9F: 3 clusters Score -2.112406e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -21135620.000000 Penalty: 5951.308594
	Iteration 10F: 3 clusters Score -2.113562e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -21141744.000000 Penalty: 5951.308594
	Iteration 11Q: 3 clusters Score -2.114174e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 160890 members 
Entering Unmasked Estep 
Score: -21144030.000000 Penalty: 5951.308594
	Iteration 12Q: 3 clusters Score -2.114403e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 161693 members 
Entering Unmasked Estep 
Score: -21144882.000000 Penalty: 5951.308594
	Iteration 13Q: 3 clusters Score -2.114488e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -21145186.000000 Penalty: 5951.308594
	Iteration 14Q: 3 clusters Score -2.114519e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -21145346.000000 Penalty: 5951.308594
	Iteration 15Q: 3 clusters Score -2.114535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -21145380.000000 Penalty: 5951.308594
	Iteration 16Q: 3 clusters Score -2.114538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -21145440.000000 Penalty: 5951.308594
	Iteration 17Q: 3 clusters Score -2.114544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -21145466.000000 Penalty: 5951.308594
	Iteration 18Q: 3 clusters Score -2.114547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -21145478.000000 Penalty: 5951.308594
	Iteration 19Q: 3 clusters Score -2.114548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -21145502.000000 Penalty: 5951.308594
	Iteration 20F: 3 clusters Score -2.11455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -21145536.000000 Penalty: 5951.308594
	Iteration 21Q: 3 clusters Score -2.114554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162126 members 
Entering Unmasked Estep 
Score: -21145558.000000 Penalty: 5951.308594
	Iteration 22Q: 3 clusters Score -2.114556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -21145576.000000 Penalty: 5951.308594
	Iteration 23Q: 3 clusters Score -2.114558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -21145580.000000 Penalty: 5951.308594
	Iteration 24Q: 3 clusters Score -2.114558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -21145578.000000 Penalty: 5951.308594
	Iteration 25Q: 3 clusters Score -2.114558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -21145592.000000 Penalty: 5951.308594
	Iteration 26Q: 3 clusters Score -2.114559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -21145606.000000 Penalty: 5951.308594
	Iteration 27Q: 3 clusters Score -2.114561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -21145596.000000 Penalty: 5951.308594
	Iteration 28Q: 3 clusters Score -2.11456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162159 members 
Entering Unmasked Estep 
Score: -21145610.000000 Penalty: 5951.308594
	Iteration 29Q: 3 clusters Score -2.114561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -21145608.000000 Penalty: 5951.308594
	Iteration 30Q: 3 clusters Score -2.114561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -21145614.000000 Penalty: 5951.308594
	Iteration 31Q: 3 clusters Score -2.114561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 162156 members 
Entering Unmasked Estep 
Score: -21145602.000000 Penalty: 5951.308594
	Iteration 32Q: 3 clusters Score -2.11456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -21145606.000000 Penalty: 5951.308594
	Iteration 33Q: 3 clusters Score -2.114561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -21145606.000000 Penalty: 5951.308594
	Iteration 34F: 3 clusters Score -2.114561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Entering Unmasked Estep 
Score: -1491271.250000 Penalty: 2335.987305
	Iteration 0F: 2 clusters Score -1491271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1482127.750000 Penalty: 4671.974609
	Iteration 0F: 3 clusters Score -1482128 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1485133.375000 Penalty: 4671.974609
	Iteration 1F: 3 clusters Score -1485133 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1485691.625000 Penalty: 4671.974609
	Iteration 2F: 3 clusters Score -1485692 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1486192.000000 Penalty: 4671.974609
	Iteration 3F: 3 clusters Score -1486192 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1486665.625000 Penalty: 4671.974609
	Iteration 4F: 3 clusters Score -1486666 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1487156.250000 Penalty: 4671.974609
	Iteration 5F: 3 clusters Score -1487156 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1487566.625000 Penalty: 4671.974609
	Iteration 6F: 3 clusters Score -1487567 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1487873.625000 Penalty: 4671.974609
	Iteration 7Q: 3 clusters Score -1487874 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1488130.250000 Penalty: 4671.974609
	Iteration 8Q: 3 clusters Score -1488130 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1488345.125000 Penalty: 4671.974609
	Iteration 9Q: 3 clusters Score -1488345 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1488542.250000 Penalty: 4671.974609
	Iteration 10Q: 3 clusters Score -1488542 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1488741.375000 Penalty: 4671.974609
	Iteration 11Q: 3 clusters Score -1488741 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1488940.250000 Penalty: 4671.974609
	Iteration 12Q: 3 clusters Score -1488940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1489125.875000 Penalty: 4671.974609
	Iteration 13Q: 3 clusters Score -1489126 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1489281.500000 Penalty: 4671.974609
	Iteration 14Q: 3 clusters Score -1489282 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1489441.500000 Penalty: 4671.974609
	Iteration 15Q: 3 clusters Score -1489442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1489594.250000 Penalty: 4671.974609
	Iteration 16Q: 3 clusters Score -1489594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1489742.500000 Penalty: 4671.974609
	Iteration 17Q: 3 clusters Score -1489742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1489869.625000 Penalty: 4671.974609
	Iteration 18Q: 3 clusters Score -1489870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1489969.875000 Penalty: 4671.974609
	Iteration 19Q: 3 clusters Score -1489970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1490097.500000 Penalty: 4671.974609
	Iteration 20F: 3 clusters Score -1490098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1490348.250000 Penalty: 4671.974609
	Iteration 21Q: 3 clusters Score -1490348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1490567.875000 Penalty: 4671.974609
	Iteration 22Q: 3 clusters Score -1490568 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1490749.000000 Penalty: 4671.974609
	Iteration 23Q: 3 clusters Score -1490749 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1490952.000000 Penalty: 4671.974609
	Iteration 24Q: 3 clusters Score -1490952 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1491275.750000 Penalty: 4671.974609
	Iteration 25Q: 3 clusters Score -1491276 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1491794.875000 Penalty: 4671.974609
	Iteration 26Q: 3 clusters Score -1491795 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1492365.250000 Penalty: 4671.974609
	Iteration 27Q: 3 clusters Score -1492365 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1492760.000000 Penalty: 4671.974609
	Iteration 28Q: 3 clusters Score -1492760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1492953.625000 Penalty: 4671.974609
	Iteration 29Q: 3 clusters Score -1492954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1493038.625000 Penalty: 4671.974609
	Iteration 30Q: 3 clusters Score -1493039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1493091.375000 Penalty: 4671.974609
	Iteration 31Q: 3 clusters Score -1493091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1493108.750000 Penalty: 4671.974609
	Iteration 32Q: 3 clusters Score -1493109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1493112.875000 Penalty: 4671.974609
	Iteration 33Q: 3 clusters Score -1493113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1493117.250000 Penalty: 4671.974609
	Iteration 34Q: 3 clusters Score -1493117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1493125.875000 Penalty: 4671.974609
	Iteration 35Q: 3 clusters Score -1493126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1493126.500000 Penalty: 4671.974609
	Iteration 36Q: 3 clusters Score -1493126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1493131.125000 Penalty: 4671.974609
	Iteration 37Q: 3 clusters Score -1493131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1493132.250000 Penalty: 4671.974609
	Iteration 38Q: 3 clusters Score -1493132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1493130.625000 Penalty: 4671.974609
	Iteration 39Q: 3 clusters Score -1493131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1493131.375000 Penalty: 4671.974609
	Iteration 40F: 3 clusters Score -1493131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1493130.750000 Penalty: 4671.974609
	Iteration 41Q: 3 clusters Score -1493131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1493131.750000 Penalty: 4671.974609
	Iteration 42Q: 3 clusters Score -1493132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1493131.375000 Penalty: 4671.974609
	Iteration 43Q: 3 clusters Score -1493131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1493131.250000 Penalty: 4671.974609
	Iteration 44Q: 3 clusters Score -1493131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1493131.250000 Penalty: 4671.974609
	Iteration 45F: 3 clusters Score -1493131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 181567 members 
Mstep: Class 6 contains 183627 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 203631 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 162528 members 
Mstep: Class 18 contains 3744 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 213297 members 
Entering Unmasked Estep 
Score: -166405936.000000 Penalty: 73383.539062
Splitting cluster 19 changes total score from -166404560.000000 to -166405936.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (143759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Entering Unmasked Estep 
Score: -18640612.000000 Penalty: 2945.221680
	Iteration 0F: 2 clusters Score -1.864061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -18545330.000000 Penalty: 5890.443359
	Iteration 0F: 3 clusters Score -1.854533e+07 nChanged 68428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -18585040.000000 Penalty: 5890.443359
	Iteration 1F: 3 clusters Score -1.858504e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -18586188.000000 Penalty: 5890.443359
	Iteration 2Q: 3 clusters Score -1.858619e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -18587876.000000 Penalty: 5890.443359
	Iteration 3Q: 3 clusters Score -1.858788e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -18590552.000000 Penalty: 5890.443359
	Iteration 4Q: 3 clusters Score -1.859055e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -18594416.000000 Penalty: 5890.443359
	Iteration 5Q: 3 clusters Score -1.859442e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -18599650.000000 Penalty: 5890.443359
	Iteration 6F: 3 clusters Score -1.859965e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -18607018.000000 Penalty: 5890.443359
	Iteration 7F: 3 clusters Score -1.860702e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -18615002.000000 Penalty: 5890.443359
	Iteration 8F: 3 clusters Score -1.8615e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 82277 members 
Entering Unmasked Estep 
Score: -18621248.000000 Penalty: 5890.443359
	Iteration 9F: 3 clusters Score -1.862125e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -18624316.000000 Penalty: 5890.443359
	Iteration 10Q: 3 clusters Score -1.862432e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -18626124.000000 Penalty: 5890.443359
	Iteration 11Q: 3 clusters Score -1.862612e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -18627602.000000 Penalty: 5890.443359
	Iteration 12Q: 3 clusters Score -1.86276e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -18629134.000000 Penalty: 5890.443359
	Iteration 13Q: 3 clusters Score -1.862913e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -18630850.000000 Penalty: 5890.443359
	Iteration 14Q: 3 clusters Score -1.863085e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -18632344.000000 Penalty: 5890.443359
	Iteration 15Q: 3 clusters Score -1.863234e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -18633654.000000 Penalty: 5890.443359
	Iteration 16Q: 3 clusters Score -1.863365e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -18634510.000000 Penalty: 5890.443359
	Iteration 17Q: 3 clusters Score -1.863451e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -18635004.000000 Penalty: 5890.443359
	Iteration 18Q: 3 clusters Score -1.8635e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -18635248.000000 Penalty: 5890.443359
	Iteration 19Q: 3 clusters Score -1.863525e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -18635506.000000 Penalty: 5890.443359
	Iteration 20F: 3 clusters Score -1.863551e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -18635552.000000 Penalty: 5890.443359
	Iteration 21Q: 3 clusters Score -1.863555e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -18635696.000000 Penalty: 5890.443359
	Iteration 22Q: 3 clusters Score -1.86357e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -18635764.000000 Penalty: 5890.443359
	Iteration 23Q: 3 clusters Score -1.863576e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -18635862.000000 Penalty: 5890.443359
	Iteration 24Q: 3 clusters Score -1.863586e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -18635874.000000 Penalty: 5890.443359
	Iteration 25Q: 3 clusters Score -1.863587e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -18635916.000000 Penalty: 5890.443359
	Iteration 26Q: 3 clusters Score -1.863592e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -18635966.000000 Penalty: 5890.443359
	Iteration 27Q: 3 clusters Score -1.863597e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -18636020.000000 Penalty: 5890.443359
	Iteration 28Q: 3 clusters Score -1.863602e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -18636028.000000 Penalty: 5890.443359
	Iteration 29Q: 3 clusters Score -1.863603e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -18636044.000000 Penalty: 5890.443359
	Iteration 30Q: 3 clusters Score -1.863604e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -18636092.000000 Penalty: 5890.443359
	Iteration 31Q: 3 clusters Score -1.863609e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -18636108.000000 Penalty: 5890.443359
	Iteration 32Q: 3 clusters Score -1.863611e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -18636126.000000 Penalty: 5890.443359
	Iteration 33Q: 3 clusters Score -1.863613e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -18636202.000000 Penalty: 5890.443359
	Iteration 34Q: 3 clusters Score -1.86362e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -18636168.000000 Penalty: 5890.443359
	Iteration 35Q: 3 clusters Score -1.863617e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -18636164.000000 Penalty: 5890.443359
	Iteration 36Q: 3 clusters Score -1.863616e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -18636214.000000 Penalty: 5890.443359
	Iteration 37Q: 3 clusters Score -1.863621e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -18636342.000000 Penalty: 5890.443359
	Iteration 38Q: 3 clusters Score -1.863634e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -18636386.000000 Penalty: 5890.443359
	Iteration 39Q: 3 clusters Score -1.863639e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -18636452.000000 Penalty: 5890.443359
	Iteration 40F: 3 clusters Score -1.863645e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -18636488.000000 Penalty: 5890.443359
	Iteration 41Q: 3 clusters Score -1.863649e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -18636570.000000 Penalty: 5890.443359
	Iteration 42Q: 3 clusters Score -1.863657e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -18636596.000000 Penalty: 5890.443359
	Iteration 43Q: 3 clusters Score -1.86366e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -18636632.000000 Penalty: 5890.443359
	Iteration 44Q: 3 clusters Score -1.863663e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -18636670.000000 Penalty: 5890.443359
	Iteration 45Q: 3 clusters Score -1.863667e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -18636714.000000 Penalty: 5890.443359
	Iteration 46Q: 3 clusters Score -1.863671e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -18636922.000000 Penalty: 5890.443359
	Iteration 47Q: 3 clusters Score -1.863692e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -18636908.000000 Penalty: 5890.443359
	Iteration 48Q: 3 clusters Score -1.863691e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -18636940.000000 Penalty: 5890.443359
	Iteration 49Q: 3 clusters Score -1.863694e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -18637000.000000 Penalty: 5890.443359
	Iteration 50Q: 3 clusters Score -1.8637e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -18637074.000000 Penalty: 5890.443359
	Iteration 51Q: 3 clusters Score -1.863707e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -18637156.000000 Penalty: 5890.443359
	Iteration 52Q: 3 clusters Score -1.863716e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -18637178.000000 Penalty: 5890.443359
	Iteration 53Q: 3 clusters Score -1.863718e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -18637150.000000 Penalty: 5890.443359
	Iteration 54Q: 3 clusters Score -1.863715e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -18637168.000000 Penalty: 5890.443359
	Iteration 55Q: 3 clusters Score -1.863717e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -18637194.000000 Penalty: 5890.443359
	Iteration 56Q: 3 clusters Score -1.863719e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -18637252.000000 Penalty: 5890.443359
	Iteration 57Q: 3 clusters Score -1.863725e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -18637392.000000 Penalty: 5890.443359
	Iteration 58Q: 3 clusters Score -1.863739e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -18637350.000000 Penalty: 5890.443359
	Iteration 59Q: 3 clusters Score -1.863735e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -18637310.000000 Penalty: 5890.443359
	Iteration 60F: 3 clusters Score -1.863731e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -18637342.000000 Penalty: 5890.443359
	Iteration 61Q: 3 clusters Score -1.863734e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -18637394.000000 Penalty: 5890.443359
	Iteration 62Q: 3 clusters Score -1.863739e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -18637462.000000 Penalty: 5890.443359
	Iteration 63Q: 3 clusters Score -1.863746e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -18637486.000000 Penalty: 5890.443359
	Iteration 64Q: 3 clusters Score -1.863749e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -18637570.000000 Penalty: 5890.443359
	Iteration 65Q: 3 clusters Score -1.863757e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -18637582.000000 Penalty: 5890.443359
	Iteration 66Q: 3 clusters Score -1.863758e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -18637688.000000 Penalty: 5890.443359
	Iteration 67Q: 3 clusters Score -1.863769e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -18637718.000000 Penalty: 5890.443359
	Iteration 68Q: 3 clusters Score -1.863772e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -18637790.000000 Penalty: 5890.443359
	Iteration 69Q: 3 clusters Score -1.863779e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -18637840.000000 Penalty: 5890.443359
	Iteration 70Q: 3 clusters Score -1.863784e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -18637918.000000 Penalty: 5890.443359
	Iteration 71Q: 3 clusters Score -1.863792e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -18637894.000000 Penalty: 5890.443359
	Iteration 72Q: 3 clusters Score -1.863789e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -18637888.000000 Penalty: 5890.443359
	Iteration 73Q: 3 clusters Score -1.863789e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -18637898.000000 Penalty: 5890.443359
	Iteration 74Q: 3 clusters Score -1.86379e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -18637926.000000 Penalty: 5890.443359
	Iteration 75Q: 3 clusters Score -1.863793e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -18637988.000000 Penalty: 5890.443359
	Iteration 76Q: 3 clusters Score -1.863799e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -18638010.000000 Penalty: 5890.443359
	Iteration 77Q: 3 clusters Score -1.863801e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -18638084.000000 Penalty: 5890.443359
	Iteration 78Q: 3 clusters Score -1.863808e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -18638096.000000 Penalty: 5890.443359
	Iteration 79Q: 3 clusters Score -1.86381e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -18638124.000000 Penalty: 5890.443359
	Iteration 80F: 3 clusters Score -1.863812e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -18638134.000000 Penalty: 5890.443359
	Iteration 81Q: 3 clusters Score -1.863813e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -18638178.000000 Penalty: 5890.443359
	Iteration 82Q: 3 clusters Score -1.863818e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -18638270.000000 Penalty: 5890.443359
	Iteration 83Q: 3 clusters Score -1.863827e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -18638290.000000 Penalty: 5890.443359
	Iteration 84Q: 3 clusters Score -1.863829e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -18638298.000000 Penalty: 5890.443359
	Iteration 85Q: 3 clusters Score -1.86383e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -18638268.000000 Penalty: 5890.443359
	Iteration 86Q: 3 clusters Score -1.863827e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -18638310.000000 Penalty: 5890.443359
	Iteration 87Q: 3 clusters Score -1.863831e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -18638350.000000 Penalty: 5890.443359
	Iteration 88Q: 3 clusters Score -1.863835e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -18638362.000000 Penalty: 5890.443359
	Iteration 89Q: 3 clusters Score -1.863836e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -18638338.000000 Penalty: 5890.443359
	Iteration 90Q: 3 clusters Score -1.863834e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -18638402.000000 Penalty: 5890.443359
	Iteration 91Q: 3 clusters Score -1.86384e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -18638450.000000 Penalty: 5890.443359
	Iteration 92Q: 3 clusters Score -1.863845e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -18638434.000000 Penalty: 5890.443359
	Iteration 93Q: 3 clusters Score -1.863843e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -18638452.000000 Penalty: 5890.443359
	Iteration 94Q: 3 clusters Score -1.863845e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -18638528.000000 Penalty: 5890.443359
	Iteration 95Q: 3 clusters Score -1.863853e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -18638536.000000 Penalty: 5890.443359
	Iteration 96Q: 3 clusters Score -1.863854e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -18638618.000000 Penalty: 5890.443359
	Iteration 97Q: 3 clusters Score -1.863862e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -18638630.000000 Penalty: 5890.443359
	Iteration 98Q: 3 clusters Score -1.863863e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -18638596.000000 Penalty: 5890.443359
	Iteration 99Q: 3 clusters Score -1.86386e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -18638644.000000 Penalty: 5890.443359
	Iteration 100F: 3 clusters Score -1.863864e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -18638640.000000 Penalty: 5890.443359
	Iteration 101Q: 3 clusters Score -1.863864e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -18638612.000000 Penalty: 5890.443359
	Iteration 102Q: 3 clusters Score -1.863861e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -18638658.000000 Penalty: 5890.443359
	Iteration 103Q: 3 clusters Score -1.863866e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -18638712.000000 Penalty: 5890.443359
	Iteration 104Q: 3 clusters Score -1.863871e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -18638712.000000 Penalty: 5890.443359
	Iteration 105Q: 3 clusters Score -1.863871e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116581 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -18638722.000000 Penalty: 5890.443359
	Iteration 106Q: 3 clusters Score -1.863872e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -18638730.000000 Penalty: 5890.443359
	Iteration 107Q: 3 clusters Score -1.863873e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -18638748.000000 Penalty: 5890.443359
	Iteration 108Q: 3 clusters Score -1.863875e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117391 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -18638710.000000 Penalty: 5890.443359
	Iteration 109Q: 3 clusters Score -1.863871e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -18638706.000000 Penalty: 5890.443359
	Iteration 110Q: 3 clusters Score -1.863871e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -18638706.000000 Penalty: 5890.443359
	Iteration 111Q: 3 clusters Score -1.863871e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -18638740.000000 Penalty: 5890.443359
	Iteration 112Q: 3 clusters Score -1.863874e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118388 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -18638724.000000 Penalty: 5890.443359
	Iteration 113Q: 3 clusters Score -1.863872e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118625 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -18638744.000000 Penalty: 5890.443359
	Iteration 114Q: 3 clusters Score -1.863874e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -18638738.000000 Penalty: 5890.443359
	Iteration 115Q: 3 clusters Score -1.863874e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -18638784.000000 Penalty: 5890.443359
	Iteration 116Q: 3 clusters Score -1.863878e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119307 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 117Q: 3 clusters Score -1.863882e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 118Q: 3 clusters Score -1.863885e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119691 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 119Q: 3 clusters Score -1.863889e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -18638864.000000 Penalty: 5890.443359
	Iteration 120F: 3 clusters Score -1.863886e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120092 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 121Q: 3 clusters Score -1.863888e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120315 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -18638872.000000 Penalty: 5890.443359
	Iteration 122Q: 3 clusters Score -1.863887e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120503 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -18638814.000000 Penalty: 5890.443359
	Iteration 123Q: 3 clusters Score -1.863881e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120683 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 124Q: 3 clusters Score -1.863882e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -18638840.000000 Penalty: 5890.443359
	Iteration 125Q: 3 clusters Score -1.863884e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121001 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -18638814.000000 Penalty: 5890.443359
	Iteration 126Q: 3 clusters Score -1.863881e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -18638816.000000 Penalty: 5890.443359
	Iteration 127Q: 3 clusters Score -1.863882e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121344 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -18638826.000000 Penalty: 5890.443359
	Iteration 128Q: 3 clusters Score -1.863883e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -18638802.000000 Penalty: 5890.443359
	Iteration 129Q: 3 clusters Score -1.86388e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -18638816.000000 Penalty: 5890.443359
	Iteration 130Q: 3 clusters Score -1.863882e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -18638882.000000 Penalty: 5890.443359
	Iteration 131Q: 3 clusters Score -1.863888e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 132Q: 3 clusters Score -1.863892e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 133Q: 3 clusters Score -1.863888e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 134Q: 3 clusters Score -1.86389e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 135Q: 3 clusters Score -1.863889e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 136Q: 3 clusters Score -1.863891e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -18638906.000000 Penalty: 5890.443359
	Iteration 137Q: 3 clusters Score -1.863891e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122889 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 138Q: 3 clusters Score -1.86389e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 139Q: 3 clusters Score -1.86389e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -18638874.000000 Penalty: 5890.443359
	Iteration 140F: 3 clusters Score -1.863887e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123248 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 141Q: 3 clusters Score -1.86389e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123358 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -18638878.000000 Penalty: 5890.443359
	Iteration 142Q: 3 clusters Score -1.863888e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 143Q: 3 clusters Score -1.863888e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 144Q: 3 clusters Score -1.863887e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -18638864.000000 Penalty: 5890.443359
	Iteration 145Q: 3 clusters Score -1.863886e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -18638860.000000 Penalty: 5890.443359
	Iteration 146Q: 3 clusters Score -1.863886e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -18638900.000000 Penalty: 5890.443359
	Iteration 147Q: 3 clusters Score -1.86389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 148Q: 3 clusters Score -1.86389e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 149Q: 3 clusters Score -1.863889e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124134 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 150Q: 3 clusters Score -1.863889e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -18638856.000000 Penalty: 5890.443359
	Iteration 151Q: 3 clusters Score -1.863886e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 152Q: 3 clusters Score -1.86389e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124471 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -18638842.000000 Penalty: 5890.443359
	Iteration 153Q: 3 clusters Score -1.863884e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 154Q: 3 clusters Score -1.863887e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124646 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 155Q: 3 clusters Score -1.863887e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124724 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -18638852.000000 Penalty: 5890.443359
	Iteration 156Q: 3 clusters Score -1.863885e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 157Q: 3 clusters Score -1.863884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 158Q: 3 clusters Score -1.863882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -18638798.000000 Penalty: 5890.443359
	Iteration 159Q: 3 clusters Score -1.86388e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -18638818.000000 Penalty: 5890.443359
	Iteration 160F: 3 clusters Score -1.863882e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -18638786.000000 Penalty: 5890.443359
	Iteration 161Q: 3 clusters Score -1.863879e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125153 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -18638818.000000 Penalty: 5890.443359
	Iteration 162Q: 3 clusters Score -1.863882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -18638786.000000 Penalty: 5890.443359
	Iteration 163Q: 3 clusters Score -1.863879e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -18638800.000000 Penalty: 5890.443359
	Iteration 164Q: 3 clusters Score -1.86388e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125345 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -18638768.000000 Penalty: 5890.443359
	Iteration 165Q: 3 clusters Score -1.863877e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -18638786.000000 Penalty: 5890.443359
	Iteration 166Q: 3 clusters Score -1.863879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125472 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -18638800.000000 Penalty: 5890.443359
	Iteration 167Q: 3 clusters Score -1.86388e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -18638806.000000 Penalty: 5890.443359
	Iteration 168Q: 3 clusters Score -1.863881e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -18638842.000000 Penalty: 5890.443359
	Iteration 169Q: 3 clusters Score -1.863884e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -18638830.000000 Penalty: 5890.443359
	Iteration 170Q: 3 clusters Score -1.863883e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125816 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -18638852.000000 Penalty: 5890.443359
	Iteration 171Q: 3 clusters Score -1.863885e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -18638860.000000 Penalty: 5890.443359
	Iteration 172Q: 3 clusters Score -1.863886e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125994 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -18638858.000000 Penalty: 5890.443359
	Iteration 173Q: 3 clusters Score -1.863886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126081 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 174Q: 3 clusters Score -1.863885e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126160 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 175Q: 3 clusters Score -1.863887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 176Q: 3 clusters Score -1.86389e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 177Q: 3 clusters Score -1.863892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 178Q: 3 clusters Score -1.86389e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -18638924.000000 Penalty: 5890.443359
	Iteration 179Q: 3 clusters Score -1.863892e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 180F: 3 clusters Score -1.863892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 181Q: 3 clusters Score -1.863892e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -18638940.000000 Penalty: 5890.443359
	Iteration 182Q: 3 clusters Score -1.863894e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -18638908.000000 Penalty: 5890.443359
	Iteration 183Q: 3 clusters Score -1.863891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -18638906.000000 Penalty: 5890.443359
	Iteration 184Q: 3 clusters Score -1.863891e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -18638894.000000 Penalty: 5890.443359
	Iteration 185Q: 3 clusters Score -1.863889e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 186Q: 3 clusters Score -1.86389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 187Q: 3 clusters Score -1.863891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 188Q: 3 clusters Score -1.863889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126957 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -18638900.000000 Penalty: 5890.443359
	Iteration 189Q: 3 clusters Score -1.86389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 190Q: 3 clusters Score -1.863889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 191Q: 3 clusters Score -1.863889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127010 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 192Q: 3 clusters Score -1.863889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 193Q: 3 clusters Score -1.863888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 194Q: 3 clusters Score -1.863888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 195Q: 3 clusters Score -1.863888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 196Q: 3 clusters Score -1.863888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 197Q: 3 clusters Score -1.863889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 198Q: 3 clusters Score -1.863888e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 199Q: 3 clusters Score -1.863889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127267 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 200F: 3 clusters Score -1.86389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 201Q: 3 clusters Score -1.86389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -18638916.000000 Penalty: 5890.443359
	Iteration 202Q: 3 clusters Score -1.863892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127383 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -18638924.000000 Penalty: 5890.443359
	Iteration 203Q: 3 clusters Score -1.863892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 204Q: 3 clusters Score -1.863892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127455 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 205Q: 3 clusters Score -1.863892e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 206Q: 3 clusters Score -1.863892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 207Q: 3 clusters Score -1.863892e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 208Q: 3 clusters Score -1.86389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 209Q: 3 clusters Score -1.863889e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 210Q: 3 clusters Score -1.863892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -18638928.000000 Penalty: 5890.443359
	Iteration 211Q: 3 clusters Score -1.863893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127793 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 212Q: 3 clusters Score -1.86389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 213Q: 3 clusters Score -1.86389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 214Q: 3 clusters Score -1.86389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -18638908.000000 Penalty: 5890.443359
	Iteration 215Q: 3 clusters Score -1.863891e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127947 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 216Q: 3 clusters Score -1.86389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 217Q: 3 clusters Score -1.86389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 218Q: 3 clusters Score -1.863891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128072 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 219Q: 3 clusters Score -1.863892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128109 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -18638922.000000 Penalty: 5890.443359
	Iteration 220F: 3 clusters Score -1.863892e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -18638946.000000 Penalty: 5890.443359
	Iteration 221Q: 3 clusters Score -1.863895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -18638936.000000 Penalty: 5890.443359
	Iteration 222Q: 3 clusters Score -1.863894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -18638948.000000 Penalty: 5890.443359
	Iteration 223Q: 3 clusters Score -1.863895e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -18638934.000000 Penalty: 5890.443359
	Iteration 224Q: 3 clusters Score -1.863893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -18638932.000000 Penalty: 5890.443359
	Iteration 225Q: 3 clusters Score -1.863893e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128427 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 226Q: 3 clusters Score -1.86389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -18638916.000000 Penalty: 5890.443359
	Iteration 227Q: 3 clusters Score -1.863892e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128523 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 228Q: 3 clusters Score -1.86389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128564 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 229Q: 3 clusters Score -1.86389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 230Q: 3 clusters Score -1.863889e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -18638872.000000 Penalty: 5890.443359
	Iteration 231Q: 3 clusters Score -1.863887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128694 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -18638872.000000 Penalty: 5890.443359
	Iteration 232Q: 3 clusters Score -1.863887e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128753 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 233Q: 3 clusters Score -1.863888e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 234Q: 3 clusters Score -1.863889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -18638854.000000 Penalty: 5890.443359
	Iteration 235Q: 3 clusters Score -1.863885e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -18638852.000000 Penalty: 5890.443359
	Iteration 236Q: 3 clusters Score -1.863885e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 237Q: 3 clusters Score -1.863887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -18638866.000000 Penalty: 5890.443359
	Iteration 238Q: 3 clusters Score -1.863887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 239Q: 3 clusters Score -1.863889e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 240F: 3 clusters Score -1.86389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129293 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 241Q: 3 clusters Score -1.86389e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -18638916.000000 Penalty: 5890.443359
	Iteration 242Q: 3 clusters Score -1.863892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 243Q: 3 clusters Score -1.863892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -18638906.000000 Penalty: 5890.443359
	Iteration 244Q: 3 clusters Score -1.863891e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129525 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 245Q: 3 clusters Score -1.86389e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -18638930.000000 Penalty: 5890.443359
	Iteration 246Q: 3 clusters Score -1.863893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 247Q: 3 clusters Score -1.863892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -18638912.000000 Penalty: 5890.443359
	Iteration 248Q: 3 clusters Score -1.863891e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 249Q: 3 clusters Score -1.86389e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -18638858.000000 Penalty: 5890.443359
	Iteration 250Q: 3 clusters Score -1.863886e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -18638878.000000 Penalty: 5890.443359
	Iteration 251Q: 3 clusters Score -1.863888e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129989 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 252Q: 3 clusters Score -1.863888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -18638840.000000 Penalty: 5890.443359
	Iteration 253Q: 3 clusters Score -1.863884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -18638860.000000 Penalty: 5890.443359
	Iteration 254Q: 3 clusters Score -1.863886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -18638858.000000 Penalty: 5890.443359
	Iteration 255Q: 3 clusters Score -1.863886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130323 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -18638846.000000 Penalty: 5890.443359
	Iteration 256Q: 3 clusters Score -1.863885e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -18638838.000000 Penalty: 5890.443359
	Iteration 257Q: 3 clusters Score -1.863884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130485 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 258Q: 3 clusters Score -1.863888e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130552 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5890.443359
	Iteration 259Q: 3 clusters Score -1.863888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 260F: 3 clusters Score -1.86389e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -18638928.000000 Penalty: 5890.443359
	Iteration 261Q: 3 clusters Score -1.863893e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -18638928.000000 Penalty: 5890.443359
	Iteration 262Q: 3 clusters Score -1.863893e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130802 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -18638912.000000 Penalty: 5890.443359
	Iteration 263Q: 3 clusters Score -1.863891e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -18638910.000000 Penalty: 5890.443359
	Iteration 264Q: 3 clusters Score -1.863891e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130952 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -18638934.000000 Penalty: 5890.443359
	Iteration 265Q: 3 clusters Score -1.863893e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -18638910.000000 Penalty: 5890.443359
	Iteration 266Q: 3 clusters Score -1.863891e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 267Q: 3 clusters Score -1.863891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 268Q: 3 clusters Score -1.863889e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 269Q: 3 clusters Score -1.863891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -18638930.000000 Penalty: 5890.443359
	Iteration 270Q: 3 clusters Score -1.863893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -18638922.000000 Penalty: 5890.443359
	Iteration 271Q: 3 clusters Score -1.863892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 272Q: 3 clusters Score -1.863892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 273Q: 3 clusters Score -1.86389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -18638936.000000 Penalty: 5890.443359
	Iteration 274Q: 3 clusters Score -1.863894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131716 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -18638960.000000 Penalty: 5890.443359
	Iteration 275Q: 3 clusters Score -1.863896e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -18638968.000000 Penalty: 5890.443359
	Iteration 276Q: 3 clusters Score -1.863897e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131897 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -18638956.000000 Penalty: 5890.443359
	Iteration 277Q: 3 clusters Score -1.863896e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -18638948.000000 Penalty: 5890.443359
	Iteration 278Q: 3 clusters Score -1.863895e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -18638912.000000 Penalty: 5890.443359
	Iteration 279Q: 3 clusters Score -1.863891e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132126 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 280F: 3 clusters Score -1.863889e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 281Q: 3 clusters Score -1.863891e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 282Q: 3 clusters Score -1.86389e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132335 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 283Q: 3 clusters Score -1.86389e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -18638916.000000 Penalty: 5890.443359
	Iteration 284Q: 3 clusters Score -1.863892e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 285Q: 3 clusters Score -1.86389e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 286Q: 3 clusters Score -1.863889e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132591 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 287Q: 3 clusters Score -1.863889e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132655 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -18638874.000000 Penalty: 5890.443359
	Iteration 288Q: 3 clusters Score -1.863887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 289Q: 3 clusters Score -1.863887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -18638844.000000 Penalty: 5890.443359
	Iteration 290Q: 3 clusters Score -1.863884e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -18638832.000000 Penalty: 5890.443359
	Iteration 291Q: 3 clusters Score -1.863883e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -18638852.000000 Penalty: 5890.443359
	Iteration 292Q: 3 clusters Score -1.863885e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132912 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -18638860.000000 Penalty: 5890.443359
	Iteration 293Q: 3 clusters Score -1.863886e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -18638854.000000 Penalty: 5890.443359
	Iteration 294Q: 3 clusters Score -1.863885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 295Q: 3 clusters Score -1.863885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 296Q: 3 clusters Score -1.863887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133074 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -18638860.000000 Penalty: 5890.443359
	Iteration 297Q: 3 clusters Score -1.863886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133105 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -18638854.000000 Penalty: 5890.443359
	Iteration 298Q: 3 clusters Score -1.863885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -18638856.000000 Penalty: 5890.443359
	Iteration 299Q: 3 clusters Score -1.863886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133155 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -18638882.000000 Penalty: 5890.443359
	Iteration 300F: 3 clusters Score -1.863888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -18638894.000000 Penalty: 5890.443359
	Iteration 301Q: 3 clusters Score -1.863889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 302Q: 3 clusters Score -1.86389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133245 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 303Q: 3 clusters Score -1.86389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 304Q: 3 clusters Score -1.86389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133294 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -18638918.000000 Penalty: 5890.443359
	Iteration 305Q: 3 clusters Score -1.863892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133316 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -18638904.000000 Penalty: 5890.443359
	Iteration 306Q: 3 clusters Score -1.86389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133334 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 307Q: 3 clusters Score -1.86389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133349 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -18638908.000000 Penalty: 5890.443359
	Iteration 308Q: 3 clusters Score -1.863891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -18638900.000000 Penalty: 5890.443359
	Iteration 309Q: 3 clusters Score -1.86389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -18638874.000000 Penalty: 5890.443359
	Iteration 310Q: 3 clusters Score -1.863887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133409 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 311Q: 3 clusters Score -1.863888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133433 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 312Q: 3 clusters Score -1.863888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 313Q: 3 clusters Score -1.863889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -18638902.000000 Penalty: 5890.443359
	Iteration 314Q: 3 clusters Score -1.86389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -18638910.000000 Penalty: 5890.443359
	Iteration 315Q: 3 clusters Score -1.863891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 316Q: 3 clusters Score -1.863892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133541 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -18638906.000000 Penalty: 5890.443359
	Iteration 317Q: 3 clusters Score -1.863891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133560 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 318Q: 3 clusters Score -1.863889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133577 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 319Q: 3 clusters Score -1.863889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -18638878.000000 Penalty: 5890.443359
	Iteration 320F: 3 clusters Score -1.863888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -18638920.000000 Penalty: 5890.443359
	Iteration 321Q: 3 clusters Score -1.863892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 322Q: 3 clusters Score -1.863889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133656 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -18638890.000000 Penalty: 5890.443359
	Iteration 323Q: 3 clusters Score -1.863889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133680 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 324Q: 3 clusters Score -1.863889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -18638912.000000 Penalty: 5890.443359
	Iteration 325Q: 3 clusters Score -1.863891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133718 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -18638922.000000 Penalty: 5890.443359
	Iteration 326Q: 3 clusters Score -1.863892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -18638896.000000 Penalty: 5890.443359
	Iteration 327Q: 3 clusters Score -1.86389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133757 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 328Q: 3 clusters Score -1.863889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 329Q: 3 clusters Score -1.863891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -18638908.000000 Penalty: 5890.443359
	Iteration 330Q: 3 clusters Score -1.863891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133817 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 331Q: 3 clusters Score -1.863891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -18638916.000000 Penalty: 5890.443359
	Iteration 332Q: 3 clusters Score -1.863892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133854 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -18638900.000000 Penalty: 5890.443359
	Iteration 333Q: 3 clusters Score -1.86389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133870 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -18638894.000000 Penalty: 5890.443359
	Iteration 334Q: 3 clusters Score -1.863889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 335Q: 3 clusters Score -1.863889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133902 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -18638886.000000 Penalty: 5890.443359
	Iteration 336Q: 3 clusters Score -1.863889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 337Q: 3 clusters Score -1.863888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 338Q: 3 clusters Score -1.863888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133942 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -18638894.000000 Penalty: 5890.443359
	Iteration 339Q: 3 clusters Score -1.863889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 340F: 3 clusters Score -1.863889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5890.443359
	Iteration 341Q: 3 clusters Score -1.86389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133975 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5890.443359
	Iteration 342Q: 3 clusters Score -1.863889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133986 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -18638882.000000 Penalty: 5890.443359
	Iteration 343Q: 3 clusters Score -1.863888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134000 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 344Q: 3 clusters Score -1.863888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -18638878.000000 Penalty: 5890.443359
	Iteration 345Q: 3 clusters Score -1.863888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -18638874.000000 Penalty: 5890.443359
	Iteration 346Q: 3 clusters Score -1.863887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 347Q: 3 clusters Score -1.863888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 348Q: 3 clusters Score -1.863887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 349Q: 3 clusters Score -1.863887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -18638866.000000 Penalty: 5890.443359
	Iteration 350Q: 3 clusters Score -1.863887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -18638866.000000 Penalty: 5890.443359
	Iteration 351Q: 3 clusters Score -1.863887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134073 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -18638882.000000 Penalty: 5890.443359
	Iteration 352Q: 3 clusters Score -1.863888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134078 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -18638872.000000 Penalty: 5890.443359
	Iteration 353Q: 3 clusters Score -1.863887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -18638874.000000 Penalty: 5890.443359
	Iteration 354Q: 3 clusters Score -1.863887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -18638878.000000 Penalty: 5890.443359
	Iteration 355Q: 3 clusters Score -1.863888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 356Q: 3 clusters Score -1.863888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 357Q: 3 clusters Score -1.863888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -18638864.000000 Penalty: 5890.443359
	Iteration 358Q: 3 clusters Score -1.863886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 359Q: 3 clusters Score -1.863888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -18638854.000000 Penalty: 5890.443359
	Iteration 360F: 3 clusters Score -1.863885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134175 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 361Q: 3 clusters Score -1.863885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134201 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -18638846.000000 Penalty: 5890.443359
	Iteration 362Q: 3 clusters Score -1.863885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134230 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 363Q: 3 clusters Score -1.863887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5890.443359
	Iteration 364Q: 3 clusters Score -1.863888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -18638888.000000 Penalty: 5890.443359
	Iteration 365Q: 3 clusters Score -1.863889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134306 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -18638882.000000 Penalty: 5890.443359
	Iteration 366Q: 3 clusters Score -1.863888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -18638862.000000 Penalty: 5890.443359
	Iteration 367Q: 3 clusters Score -1.863886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134347 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -18638830.000000 Penalty: 5890.443359
	Iteration 368Q: 3 clusters Score -1.863883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -18638838.000000 Penalty: 5890.443359
	Iteration 369Q: 3 clusters Score -1.863884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -18638844.000000 Penalty: 5890.443359
	Iteration 370Q: 3 clusters Score -1.863884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134396 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -18638834.000000 Penalty: 5890.443359
	Iteration 371Q: 3 clusters Score -1.863883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134404 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 372Q: 3 clusters Score -1.863882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 373Q: 3 clusters Score -1.863884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -18638846.000000 Penalty: 5890.443359
	Iteration 374Q: 3 clusters Score -1.863885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 375Q: 3 clusters Score -1.863882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -18638812.000000 Penalty: 5890.443359
	Iteration 376Q: 3 clusters Score -1.863881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -18638826.000000 Penalty: 5890.443359
	Iteration 377Q: 3 clusters Score -1.863883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -18638830.000000 Penalty: 5890.443359
	Iteration 378Q: 3 clusters Score -1.863883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -18638832.000000 Penalty: 5890.443359
	Iteration 379Q: 3 clusters Score -1.863883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -18638834.000000 Penalty: 5890.443359
	Iteration 380F: 3 clusters Score -1.863883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -18638808.000000 Penalty: 5890.443359
	Iteration 381Q: 3 clusters Score -1.863881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -18638800.000000 Penalty: 5890.443359
	Iteration 382Q: 3 clusters Score -1.86388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -18638800.000000 Penalty: 5890.443359
	Iteration 383Q: 3 clusters Score -1.86388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -18638794.000000 Penalty: 5890.443359
	Iteration 384Q: 3 clusters Score -1.863879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -18638802.000000 Penalty: 5890.443359
	Iteration 385Q: 3 clusters Score -1.86388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 386Q: 3 clusters Score -1.863882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134617 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 387Q: 3 clusters Score -1.863882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -18638842.000000 Penalty: 5890.443359
	Iteration 388Q: 3 clusters Score -1.863884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 389Q: 3 clusters Score -1.863882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -18638848.000000 Penalty: 5890.443359
	Iteration 390Q: 3 clusters Score -1.863885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 391Q: 3 clusters Score -1.863882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -18638818.000000 Penalty: 5890.443359
	Iteration 392Q: 3 clusters Score -1.863882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134690 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -18638816.000000 Penalty: 5890.443359
	Iteration 393Q: 3 clusters Score -1.863882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -18638810.000000 Penalty: 5890.443359
	Iteration 394Q: 3 clusters Score -1.863881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134706 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 395Q: 3 clusters Score -1.863882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 396Q: 3 clusters Score -1.863882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 397Q: 3 clusters Score -1.863884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134729 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 398Q: 3 clusters Score -1.863884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 399Q: 3 clusters Score -1.863884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 400F: 3 clusters Score -1.863882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134759 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -18638834.000000 Penalty: 5890.443359
	Iteration 401Q: 3 clusters Score -1.863883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 402Q: 3 clusters Score -1.863882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134777 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 403Q: 3 clusters Score -1.863882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -18638808.000000 Penalty: 5890.443359
	Iteration 404Q: 3 clusters Score -1.863881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134794 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -18638808.000000 Penalty: 5890.443359
	Iteration 405Q: 3 clusters Score -1.863881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134806 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -18638810.000000 Penalty: 5890.443359
	Iteration 406Q: 3 clusters Score -1.863881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134809 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -18638808.000000 Penalty: 5890.443359
	Iteration 407Q: 3 clusters Score -1.863881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -18638838.000000 Penalty: 5890.443359
	Iteration 408Q: 3 clusters Score -1.863884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134825 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -18638828.000000 Penalty: 5890.443359
	Iteration 409Q: 3 clusters Score -1.863883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -18638832.000000 Penalty: 5890.443359
	Iteration 410Q: 3 clusters Score -1.863883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 411Q: 3 clusters Score -1.863882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 412Q: 3 clusters Score -1.863882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 413Q: 3 clusters Score -1.863882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -18638824.000000 Penalty: 5890.443359
	Iteration 414Q: 3 clusters Score -1.863882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -18638838.000000 Penalty: 5890.443359
	Iteration 415Q: 3 clusters Score -1.863884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134888 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5890.443359
	Iteration 416Q: 3 clusters Score -1.863882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134896 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -18638822.000000 Penalty: 5890.443359
	Iteration 417Q: 3 clusters Score -1.863882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -18638842.000000 Penalty: 5890.443359
	Iteration 418Q: 3 clusters Score -1.863884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134929 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -18638840.000000 Penalty: 5890.443359
	Iteration 419Q: 3 clusters Score -1.863884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 420F: 3 clusters Score -1.863885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -18638844.000000 Penalty: 5890.443359
	Iteration 421Q: 3 clusters Score -1.863884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -18638856.000000 Penalty: 5890.443359
	Iteration 422Q: 3 clusters Score -1.863886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135082 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -18638844.000000 Penalty: 5890.443359
	Iteration 423Q: 3 clusters Score -1.863884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -18638836.000000 Penalty: 5890.443359
	Iteration 424Q: 3 clusters Score -1.863884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -18638850.000000 Penalty: 5890.443359
	Iteration 425Q: 3 clusters Score -1.863885e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -18638866.000000 Penalty: 5890.443359
	Iteration 426Q: 3 clusters Score -1.863887e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -18638858.000000 Penalty: 5890.443359
	Iteration 427Q: 3 clusters Score -1.863886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -18638870.000000 Penalty: 5890.443359
	Iteration 428Q: 3 clusters Score -1.863887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -18638868.000000 Penalty: 5890.443359
	Iteration 429Q: 3 clusters Score -1.863887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -18638858.000000 Penalty: 5890.443359
	Iteration 430Q: 3 clusters Score -1.863886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -18638862.000000 Penalty: 5890.443359
	Iteration 431Q: 3 clusters Score -1.863886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135409 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -18638880.000000 Penalty: 5890.443359
	Iteration 432Q: 3 clusters Score -1.863888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -18638900.000000 Penalty: 5890.443359
	Iteration 433Q: 3 clusters Score -1.86389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135468 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -18638924.000000 Penalty: 5890.443359
	Iteration 434Q: 3 clusters Score -1.863892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135501 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -18638932.000000 Penalty: 5890.443359
	Iteration 435Q: 3 clusters Score -1.863893e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135537 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -18638922.000000 Penalty: 5890.443359
	Iteration 436Q: 3 clusters Score -1.863892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -18638906.000000 Penalty: 5890.443359
	Iteration 437Q: 3 clusters Score -1.863891e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -18638912.000000 Penalty: 5890.443359
	Iteration 438Q: 3 clusters Score -1.863891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135659 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -18638914.000000 Penalty: 5890.443359
	Iteration 439Q: 3 clusters Score -1.863891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135685 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -18638946.000000 Penalty: 5890.443359
	Iteration 440F: 3 clusters Score -1.863895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135710 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -18638950.000000 Penalty: 5890.443359
	Iteration 441Q: 3 clusters Score -1.863895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135740 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -18638952.000000 Penalty: 5890.443359
	Iteration 442Q: 3 clusters Score -1.863895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135759 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -18638964.000000 Penalty: 5890.443359
	Iteration 443Q: 3 clusters Score -1.863896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -18638966.000000 Penalty: 5890.443359
	Iteration 444Q: 3 clusters Score -1.863897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -18638976.000000 Penalty: 5890.443359
	Iteration 445Q: 3 clusters Score -1.863898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -18638976.000000 Penalty: 5890.443359
	Iteration 446Q: 3 clusters Score -1.863898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -18638976.000000 Penalty: 5890.443359
	Iteration 447Q: 3 clusters Score -1.863898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135864 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5890.443359
	Iteration 448Q: 3 clusters Score -1.863899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -18638986.000000 Penalty: 5890.443359
	Iteration 449Q: 3 clusters Score -1.863899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5890.443359
	Iteration 450Q: 3 clusters Score -1.863899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -18638974.000000 Penalty: 5890.443359
	Iteration 451Q: 3 clusters Score -1.863897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5890.443359
	Iteration 452Q: 3 clusters Score -1.863899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135917 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -18638990.000000 Penalty: 5890.443359
	Iteration 453Q: 3 clusters Score -1.863899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -18638982.000000 Penalty: 5890.443359
	Iteration 454Q: 3 clusters Score -1.863898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -18638974.000000 Penalty: 5890.443359
	Iteration 455Q: 3 clusters Score -1.863897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5890.443359
	Iteration 456Q: 3 clusters Score -1.863899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -18638972.000000 Penalty: 5890.443359
	Iteration 457Q: 3 clusters Score -1.863897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18638984.000000 Penalty: 5890.443359
	Iteration 458Q: 3 clusters Score -1.863898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136017 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -18638968.000000 Penalty: 5890.443359
	Iteration 459Q: 3 clusters Score -1.863897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -18638972.000000 Penalty: 5890.443359
	Iteration 460F: 3 clusters Score -1.863897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5890.443359
	Iteration 461Q: 3 clusters Score -1.863899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136051 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -18639004.000000 Penalty: 5890.443359
	Iteration 462Q: 3 clusters Score -1.8639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -18639010.000000 Penalty: 5890.443359
	Iteration 463Q: 3 clusters Score -1.863901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -18639010.000000 Penalty: 5890.443359
	Iteration 464Q: 3 clusters Score -1.863901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -18639028.000000 Penalty: 5890.443359
	Iteration 465Q: 3 clusters Score -1.863903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -18639020.000000 Penalty: 5890.443359
	Iteration 466Q: 3 clusters Score -1.863902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -18639002.000000 Penalty: 5890.443359
	Iteration 467Q: 3 clusters Score -1.8639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -18639006.000000 Penalty: 5890.443359
	Iteration 468Q: 3 clusters Score -1.863901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136196 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -18638998.000000 Penalty: 5890.443359
	Iteration 469Q: 3 clusters Score -1.8639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -18638994.000000 Penalty: 5890.443359
	Iteration 470Q: 3 clusters Score -1.863899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -18638996.000000 Penalty: 5890.443359
	Iteration 471Q: 3 clusters Score -1.8639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -18639006.000000 Penalty: 5890.443359
	Iteration 472Q: 3 clusters Score -1.863901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -18639002.000000 Penalty: 5890.443359
	Iteration 473Q: 3 clusters Score -1.8639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -18638996.000000 Penalty: 5890.443359
	Iteration 474Q: 3 clusters Score -1.8639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -18638996.000000 Penalty: 5890.443359
	Iteration 475Q: 3 clusters Score -1.8639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -18638998.000000 Penalty: 5890.443359
	Iteration 476Q: 3 clusters Score -1.8639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136501 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -18638984.000000 Penalty: 5890.443359
	Iteration 477Q: 3 clusters Score -1.863898e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -18639004.000000 Penalty: 5890.443359
	Iteration 478Q: 3 clusters Score -1.8639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -18639006.000000 Penalty: 5890.443359
	Iteration 479Q: 3 clusters Score -1.863901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136623 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -18638992.000000 Penalty: 5890.443359
	Iteration 480F: 3 clusters Score -1.863899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136655 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -18638970.000000 Penalty: 5890.443359
	Iteration 481Q: 3 clusters Score -1.863897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -18638968.000000 Penalty: 5890.443359
	Iteration 482Q: 3 clusters Score -1.863897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -18638966.000000 Penalty: 5890.443359
	Iteration 483Q: 3 clusters Score -1.863897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -18638960.000000 Penalty: 5890.443359
	Iteration 484Q: 3 clusters Score -1.863896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -18638942.000000 Penalty: 5890.443359
	Iteration 485Q: 3 clusters Score -1.863894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -18638968.000000 Penalty: 5890.443359
	Iteration 486Q: 3 clusters Score -1.863897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136852 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -18638966.000000 Penalty: 5890.443359
	Iteration 487Q: 3 clusters Score -1.863897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136881 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -18638960.000000 Penalty: 5890.443359
	Iteration 488Q: 3 clusters Score -1.863896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -18638948.000000 Penalty: 5890.443359
	Iteration 489Q: 3 clusters Score -1.863895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -18638954.000000 Penalty: 5890.443359
	Iteration 490Q: 3 clusters Score -1.863895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136961 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -18638954.000000 Penalty: 5890.443359
	Iteration 491Q: 3 clusters Score -1.863895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -18638946.000000 Penalty: 5890.443359
	Iteration 492Q: 3 clusters Score -1.863895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -18638952.000000 Penalty: 5890.443359
	Iteration 493Q: 3 clusters Score -1.863895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -18638984.000000 Penalty: 5890.443359
	Iteration 494Q: 3 clusters Score -1.863898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137069 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -18639002.000000 Penalty: 5890.443359
	Iteration 495Q: 3 clusters Score -1.8639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -18638986.000000 Penalty: 5890.443359
	Iteration 496Q: 3 clusters Score -1.863899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -18638972.000000 Penalty: 5890.443359
	Iteration 497Q: 3 clusters Score -1.863897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -18638980.000000 Penalty: 5890.443359
	Iteration 498Q: 3 clusters Score -1.863898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -18638976.000000 Penalty: 5890.443359
	Iteration 499Q: 3 clusters Score -1.863898e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -18638984.000000 Penalty: 5890.443359
	Iteration 500F: 3 clusters Score -1.863898e+07 nChanged 42
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 22 (213297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213297 members 
Entering Unmasked Estep 
Score: -27314402.000000 Penalty: 3043.069336
	Iteration 0F: 2 clusters Score -2.73144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -27176486.000000 Penalty: 6086.138672
	Iteration 0F: 3 clusters Score -2.717649e+07 nChanged 102878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -27237142.000000 Penalty: 6086.138672
	Iteration 1F: 3 clusters Score -2.723714e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -27238684.000000 Penalty: 6086.138672
	Iteration 2Q: 3 clusters Score -2.723868e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -27241482.000000 Penalty: 6086.138672
	Iteration 3Q: 3 clusters Score -2.724148e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 133183 members 
Entering Unmasked Estep 
Score: -27246260.000000 Penalty: 6086.138672
	Iteration 4Q: 3 clusters Score -2.724626e+07 nChanged 13456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -27255006.000000 Penalty: 6086.138672
	Iteration 5F: 3 clusters Score -2.725501e+07 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 163844 members 
Entering Unmasked Estep 
Score: -27269326.000000 Penalty: 6086.138672
	Iteration 6F: 3 clusters Score -2.726933e+07 nChanged 18753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 182581 members 
Entering Unmasked Estep 
Score: -27285914.000000 Penalty: 6086.138672
	Iteration 7F: 3 clusters Score -2.728591e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 197354 members 
Entering Unmasked Estep 
Score: -27298424.000000 Penalty: 6086.138672
	Iteration 8F: 3 clusters Score -2.729842e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 206180 members 
Entering Unmasked Estep 
Score: -27305874.000000 Penalty: 6086.138672
	Iteration 9Q: 3 clusters Score -2.730587e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 210258 members 
Entering Unmasked Estep 
Score: -27309288.000000 Penalty: 6086.138672
	Iteration 10Q: 3 clusters Score -2.730929e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 211810 members 
Entering Unmasked Estep 
Score: -27310764.000000 Penalty: 6086.138672
	Iteration 11Q: 3 clusters Score -2.731076e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 212402 members 
Entering Unmasked Estep 
Score: -27311244.000000 Penalty: 6086.138672
	Iteration 12Q: 3 clusters Score -2.731124e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -27311460.000000 Penalty: 6086.138672
	Iteration 13Q: 3 clusters Score -2.731146e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -27311518.000000 Penalty: 6086.138672
	Iteration 14Q: 3 clusters Score -2.731152e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 212748 members 
Entering Unmasked Estep 
Score: -27311608.000000 Penalty: 6086.138672
	Iteration 15Q: 3 clusters Score -2.731161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212781 members 
Entering Unmasked Estep 
Score: -27311648.000000 Penalty: 6086.138672
	Iteration 16Q: 3 clusters Score -2.731165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 212801 members 
Entering Unmasked Estep 
Score: -27311702.000000 Penalty: 6086.138672
	Iteration 17Q: 3 clusters Score -2.73117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 212815 members 
Entering Unmasked Estep 
Score: -27311756.000000 Penalty: 6086.138672
	Iteration 18Q: 3 clusters Score -2.731176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 212818 members 
Entering Unmasked Estep 
Score: -27311768.000000 Penalty: 6086.138672
	Iteration 19Q: 3 clusters Score -2.731177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -27311754.000000 Penalty: 6086.138672
	Iteration 20F: 3 clusters Score -2.731175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 212817 members 
Entering Unmasked Estep 
Score: -27311778.000000 Penalty: 6086.138672
	Iteration 21Q: 3 clusters Score -2.731178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 212820 members 
Entering Unmasked Estep 
Score: -27311790.000000 Penalty: 6086.138672
	Iteration 22Q: 3 clusters Score -2.731179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 212820 members 
Entering Unmasked Estep 
Score: -27311780.000000 Penalty: 6086.138672
	Iteration 23Q: 3 clusters Score -2.731178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 212824 members 
Entering Unmasked Estep 
Score: -27311796.000000 Penalty: 6086.138672
	Iteration 24Q: 3 clusters Score -2.73118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212823 members 
Entering Unmasked Estep 
Score: -27311794.000000 Penalty: 6086.138672
	Iteration 25Q: 3 clusters Score -2.731179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 212826 members 
Entering Unmasked Estep 
Score: -27311784.000000 Penalty: 6086.138672
	Iteration 26Q: 3 clusters Score -2.731178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 212829 members 
Entering Unmasked Estep 
Score: -27311806.000000 Penalty: 6086.138672
	Iteration 27Q: 3 clusters Score -2.731181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212830 members 
Entering Unmasked Estep 
Score: -27311814.000000 Penalty: 6086.138672
	Iteration 28Q: 3 clusters Score -2.731181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212832 members 
Entering Unmasked Estep 
Score: -27311824.000000 Penalty: 6086.138672
	Iteration 29Q: 3 clusters Score -2.731182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 212827 members 
Entering Unmasked Estep 
Score: -27311834.000000 Penalty: 6086.138672
	Iteration 30Q: 3 clusters Score -2.731183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212823 members 
Entering Unmasked Estep 
Score: -27311830.000000 Penalty: 6086.138672
	Iteration 31Q: 3 clusters Score -2.731183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 212821 members 
Entering Unmasked Estep 
Score: -27311828.000000 Penalty: 6086.138672
	Iteration 32Q: 3 clusters Score -2.731183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 212821 members 
Entering Unmasked Estep 
Score: -27311832.000000 Penalty: 6086.138672
	Iteration 33Q: 3 clusters Score -2.731183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 212822 members 
Entering Unmasked Estep 
Score: -27311830.000000 Penalty: 6086.138672
	Iteration 34Q: 3 clusters Score -2.731183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 212822 members 
Entering Unmasked Estep 
Score: -27311840.000000 Penalty: 6086.138672
	Iteration 35Q: 3 clusters Score -2.731184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212823 members 
Entering Unmasked Estep 
Score: -27311834.000000 Penalty: 6086.138672
	Iteration 36Q: 3 clusters Score -2.731183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 212825 members 
Entering Unmasked Estep 
Score: -27311844.000000 Penalty: 6086.138672
	Iteration 37Q: 3 clusters Score -2.731184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 212826 members 
Entering Unmasked Estep 
Score: -27311854.000000 Penalty: 6086.138672
	Iteration 38Q: 3 clusters Score -2.731185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 212826 members 
Entering Unmasked Estep 
Score: -27311854.000000 Penalty: 6086.138672
	Iteration 39F: 3 clusters Score -2.731185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 181567 members 
Mstep: Class 6 contains 183627 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 23203 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 14 contains 203631 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 71052 members 
Mstep: Class 17 contains 162528 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 143759 members 
Mstep: Class 22 contains 213297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407664.000000 Penalty: 73383.539062
Iteration 79Q: 22 clusters Score -1.664077e+08 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 44383 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 182066 members 
Mstep: Class 6 contains 183387 members 
Mstep: Class 7 contains 13739 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 19941 members 
Mstep: Class 10 contains 23332 members 
Mstep: Class 11 contains 26503 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 203408 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 71312 members 
Mstep: Class 17 contains 164845 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 8472 members 
Mstep: Class 20 contains 142036 members 
Mstep: Class 22 contains 212479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411024.000000 Penalty: 73383.539062
Iteration 80F: 22 clusters Score -1.66411e+08 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 927 members 
Mstep: Class 5 contains 182543 members 
Mstep: Class 6 contains 183055 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 19848 members 
Mstep: Class 10 contains 23299 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 638 members 
Mstep: Class 14 contains 203125 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 71454 members 
Mstep: Class 17 contains 167612 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 139596 members 
Mstep: Class 22 contains 211201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413488.000000 Penalty: 73383.539062
Iteration 81Q: 22 clusters Score -1.664135e+08 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 43352 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 182997 members 
Mstep: Class 6 contains 182618 members 
Mstep: Class 7 contains 14900 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 19748 members 
Mstep: Class 10 contains 23311 members 
Mstep: Class 11 contains 26493 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 202922 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 71533 members 
Mstep: Class 17 contains 170167 members 
Mstep: Class 18 contains 5838 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 20 contains 137609 members 
Mstep: Class 22 contains 210005 members 
Entering Unmasked Estep 
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Iteration 82Q: 22 clusters Score -1.664146e+08 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 42890 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 183416 members 
Mstep: Class 6 contains 182236 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 19657 members 
Mstep: Class 10 contains 23274 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 202815 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 71610 members 
Mstep: Class 17 contains 172273 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 8423 members 
Mstep: Class 20 contains 136106 members 
Mstep: Class 22 contains 208821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416256.000000 Penalty: 73383.539062
Iteration 83Q: 22 clusters Score -1.664163e+08 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6943 members 
Mstep: Class 3 contains 42425 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 183803 members 
Mstep: Class 6 contains 181811 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 23264 members 
Mstep: Class 11 contains 26375 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 672 members 
Mstep: Class 14 contains 202796 members 
Mstep: Class 15 contains 980 members 
Mstep: Class 16 contains 71712 members 
Mstep: Class 17 contains 174057 members 
Mstep: Class 18 contains 7227 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 135031 members 
Mstep: Class 22 contains 207676 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 22 clusters Score -1.664167e+08 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6840 members 
Mstep: Class 3 contains 41962 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 184096 members 
Mstep: Class 6 contains 181421 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 19429 members 
Mstep: Class 10 contains 23232 members 
Mstep: Class 11 contains 26285 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 202780 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 175554 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 20 contains 134419 members 
Mstep: Class 22 contains 206517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416368.000000 Penalty: 73383.539062
Iteration 85Q: 22 clusters Score -1.664164e+08 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 41528 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 184237 members 
Mstep: Class 6 contains 181027 members 
Mstep: Class 7 contains 17088 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 19313 members 
Mstep: Class 10 contains 23164 members 
Mstep: Class 11 contains 26218 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 202827 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 71951 members 
Mstep: Class 17 contains 176693 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 19 contains 8404 members 
Mstep: Class 20 contains 134176 members 
Mstep: Class 22 contains 205498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416544.000000 Penalty: 73383.539062
Iteration 86Q: 22 clusters Score -1.664165e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 41112 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 184276 members 
Mstep: Class 6 contains 180802 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 19176 members 
Mstep: Class 10 contains 23070 members 
Mstep: Class 11 contains 26149 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 202731 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 72096 members 
Mstep: Class 17 contains 177571 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 134305 members 
Mstep: Class 22 contains 204570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417712.000000 Penalty: 73383.539062
Iteration 87Q: 22 clusters Score -1.664177e+08 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6541 members 
Mstep: Class 3 contains 40720 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 184201 members 
Mstep: Class 6 contains 180515 members 
Mstep: Class 7 contains 18155 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 19033 members 
Mstep: Class 10 contains 23007 members 
Mstep: Class 11 contains 26099 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 678 members 
Mstep: Class 14 contains 202640 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 72205 members 
Mstep: Class 17 contains 178318 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 134617 members 
Mstep: Class 22 contains 203779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418192.000000 Penalty: 73383.539062
Iteration 88Q: 22 clusters Score -1.664182e+08 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 40327 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 183980 members 
Mstep: Class 6 contains 180344 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 22925 members 
Mstep: Class 11 contains 26055 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 202503 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 72322 members 
Mstep: Class 17 contains 178915 members 
Mstep: Class 18 contains 9125 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 135156 members 
Mstep: Class 22 contains 202992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419200.000000 Penalty: 73383.539062
Iteration 89Q: 22 clusters Score -1.664192e+08 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 39970 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 183755 members 
Mstep: Class 6 contains 180182 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 18795 members 
Mstep: Class 10 contains 22820 members 
Mstep: Class 11 contains 25983 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 202309 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 72448 members 
Mstep: Class 17 contains 179256 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 8392 members 
Mstep: Class 20 contains 135945 members 
Mstep: Class 22 contains 202256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419408.000000 Penalty: 73383.539062
Iteration 90Q: 22 clusters Score -1.664194e+08 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 39676 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 183542 members 
Mstep: Class 6 contains 180127 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 25899 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 202018 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 72535 members 
Mstep: Class 17 contains 179488 members 
Mstep: Class 18 contains 9518 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 136820 members 
Mstep: Class 22 contains 201587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419920.000000 Penalty: 73383.539062
Iteration 91Q: 22 clusters Score -1.664199e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 39401 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 183158 members 
Mstep: Class 6 contains 180331 members 
Mstep: Class 7 contains 20300 members 
Mstep: Class 8 contains 5499 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 22664 members 
Mstep: Class 11 contains 25821 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 201655 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 72605 members 
Mstep: Class 17 contains 179631 members 
Mstep: Class 18 contains 9692 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 137794 members 
Mstep: Class 22 contains 200922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420560.000000 Penalty: 73383.539062
Iteration 92Q: 22 clusters Score -1.664206e+08 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 39162 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182673 members 
Mstep: Class 6 contains 180670 members 
Mstep: Class 7 contains 20804 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 22575 members 
Mstep: Class 11 contains 25742 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 201200 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 72697 members 
Mstep: Class 17 contains 179668 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 138838 members 
Mstep: Class 22 contains 200305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421488.000000 Penalty: 73383.539062
Iteration 93Q: 22 clusters Score -1.664215e+08 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5894 members 
Mstep: Class 3 contains 38937 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182184 members 
Mstep: Class 6 contains 181222 members 
Mstep: Class 7 contains 21297 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 18451 members 
Mstep: Class 10 contains 22497 members 
Mstep: Class 11 contains 25636 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 200588 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 72782 members 
Mstep: Class 17 contains 179560 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 139954 members 
Mstep: Class 22 contains 199714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422512.000000 Penalty: 73383.539062
Iteration 94Q: 22 clusters Score -1.664225e+08 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 38758 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181790 members 
Mstep: Class 6 contains 181882 members 
Mstep: Class 7 contains 21755 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 18371 members 
Mstep: Class 10 contains 22421 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 199899 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 16 contains 72866 members 
Mstep: Class 17 contains 179433 members 
Mstep: Class 18 contains 10119 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 141020 members 
Mstep: Class 22 contains 199101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 22 clusters Score -1.664241e+08 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 38564 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181394 members 
Mstep: Class 6 contains 182585 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 18269 members 
Mstep: Class 10 contains 22331 members 
Mstep: Class 11 contains 25452 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 199087 members 
Mstep: Class 15 contains 918 members 
Mstep: Class 16 contains 72958 members 
Mstep: Class 17 contains 179349 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 142069 members 
Mstep: Class 22 contains 198557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166425200.000000 Penalty: 73383.539062
Iteration 96Q: 22 clusters Score -1.664252e+08 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 38426 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181012 members 
Mstep: Class 6 contains 183316 members 
Mstep: Class 7 contains 22659 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 22250 members 
Mstep: Class 11 contains 25368 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 198161 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 73073 members 
Mstep: Class 17 contains 179291 members 
Mstep: Class 18 contains 10423 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 143083 members 
Mstep: Class 22 contains 198037 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.664255e+08 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 38326 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180638 members 
Mstep: Class 6 contains 184086 members 
Mstep: Class 7 contains 23132 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 18068 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 25264 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 197192 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 73216 members 
Mstep: Class 17 contains 179193 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 144083 members 
Mstep: Class 22 contains 197496 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.664262e+08 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5244 members 
Mstep: Class 3 contains 38212 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180388 members 
Mstep: Class 6 contains 184850 members 
Mstep: Class 7 contains 23603 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 17962 members 
Mstep: Class 10 contains 22107 members 
Mstep: Class 11 contains 25171 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 196165 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 73308 members 
Mstep: Class 17 contains 179018 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 145065 members 
Mstep: Class 22 contains 197071 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.664268e+08 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 38090 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180127 members 
Mstep: Class 6 contains 185636 members 
Mstep: Class 7 contains 24083 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 17872 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 25064 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 195172 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 73389 members 
Mstep: Class 17 contains 178801 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 146049 members 
Mstep: Class 22 contains 196630 members 
Entering Unmasked Estep 
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Iteration 100F: 22 clusters Score -1.664272e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 37976 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 179897 members 
Mstep: Class 6 contains 186502 members 
Mstep: Class 7 contains 24563 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 17779 members 
Mstep: Class 10 contains 21982 members 
Mstep: Class 11 contains 24953 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 681 members 
Mstep: Class 14 contains 194094 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 73491 members 
Mstep: Class 17 contains 178537 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 147034 members 
Mstep: Class 22 contains 196176 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.664275e+08 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 37858 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179767 members 
Mstep: Class 6 contains 187412 members 
Mstep: Class 7 contains 25008 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 17707 members 
Mstep: Class 10 contains 21917 members 
Mstep: Class 11 contains 24870 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 192987 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 73615 members 
Mstep: Class 17 contains 178203 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 148087 members 
Mstep: Class 22 contains 195610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428128.000000 Penalty: 73383.539062
Iteration 102Q: 22 clusters Score -1.664281e+08 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 37762 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179594 members 
Mstep: Class 6 contains 188411 members 
Mstep: Class 7 contains 25449 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 17602 members 
Mstep: Class 10 contains 21872 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 191826 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 16 contains 73742 members 
Mstep: Class 17 contains 177865 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 8341 members 
Mstep: Class 20 contains 149093 members 
Mstep: Class 22 contains 195082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166428896.000000 Penalty: 73383.539062
Iteration 103Q: 22 clusters Score -1.664289e+08 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 37654 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179578 members 
Mstep: Class 6 contains 189383 members 
Mstep: Class 7 contains 25903 members 
Mstep: Class 8 contains 5483 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 21840 members 
Mstep: Class 11 contains 24710 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 190616 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 73886 members 
Mstep: Class 17 contains 177479 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 150081 members 
Mstep: Class 22 contains 194501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429520.000000 Penalty: 73383.539062
Iteration 104Q: 22 clusters Score -1.664295e+08 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 37531 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179655 members 
Mstep: Class 6 contains 190275 members 
Mstep: Class 7 contains 26363 members 
Mstep: Class 8 contains 5480 members 
Mstep: Class 9 contains 17399 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 11 contains 24629 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 695 members 
Mstep: Class 14 contains 189367 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 74040 members 
Mstep: Class 17 contains 177112 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 151056 members 
Mstep: Class 22 contains 193932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166429872.000000 Penalty: 73383.539062
Iteration 105Q: 22 clusters Score -1.664299e+08 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 37400 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179714 members 
Mstep: Class 6 contains 191186 members 
Mstep: Class 7 contains 26838 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 17327 members 
Mstep: Class 10 contains 21811 members 
Mstep: Class 11 contains 24559 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 188115 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 74173 members 
Mstep: Class 17 contains 176760 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 151951 members 
Mstep: Class 22 contains 193392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166430720.000000 Penalty: 73383.539062
Iteration 106Q: 22 clusters Score -1.664307e+08 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179791 members 
Mstep: Class 6 contains 192124 members 
Mstep: Class 7 contains 27398 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 17231 members 
Mstep: Class 10 contains 21791 members 
Mstep: Class 11 contains 24523 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 186734 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 74340 members 
Mstep: Class 17 contains 176395 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 152849 members 
Mstep: Class 22 contains 192822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431136.000000 Penalty: 73383.539062
Iteration 107Q: 22 clusters Score -1.664311e+08 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 37204 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179922 members 
Mstep: Class 6 contains 193092 members 
Mstep: Class 7 contains 27954 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 17138 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 185351 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 74491 members 
Mstep: Class 17 contains 176054 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 153678 members 
Mstep: Class 22 contains 192265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166431952.000000 Penalty: 73383.539062
Iteration 108Q: 22 clusters Score -1.66432e+08 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 37168 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180005 members 
Mstep: Class 6 contains 194111 members 
Mstep: Class 7 contains 28579 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 17047 members 
Mstep: Class 10 contains 21751 members 
Mstep: Class 11 contains 24387 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 184033 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 74655 members 
Mstep: Class 17 contains 175712 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 8282 members 
Mstep: Class 20 contains 154435 members 
Mstep: Class 22 contains 191555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166433216.000000 Penalty: 73383.539062
Iteration 109Q: 22 clusters Score -1.664332e+08 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 37187 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180128 members 
Mstep: Class 6 contains 194983 members 
Mstep: Class 7 contains 29228 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 16968 members 
Mstep: Class 10 contains 21725 members 
Mstep: Class 11 contains 24308 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 182926 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 74793 members 
Mstep: Class 17 contains 175356 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 8272 members 
Mstep: Class 20 contains 155104 members 
Mstep: Class 22 contains 190769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434240.000000 Penalty: 73383.539062
Iteration 110Q: 22 clusters Score -1.664342e+08 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 37203 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180217 members 
Mstep: Class 6 contains 195830 members 
Mstep: Class 7 contains 29938 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 16897 members 
Mstep: Class 10 contains 21697 members 
Mstep: Class 11 contains 24237 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 181712 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 74952 members 
Mstep: Class 17 contains 175113 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 155719 members 
Mstep: Class 22 contains 189985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434528.000000 Penalty: 73383.539062
Iteration 111Q: 22 clusters Score -1.664345e+08 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 37212 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180344 members 
Mstep: Class 6 contains 196691 members 
Mstep: Class 7 contains 30681 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 16825 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 24148 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 180501 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 75119 members 
Mstep: Class 17 contains 174885 members 
Mstep: Class 18 contains 11747 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 156309 members 
Mstep: Class 22 contains 189145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166434928.000000 Penalty: 73383.539062
Iteration 112Q: 22 clusters Score -1.664349e+08 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 37253 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180340 members 
Mstep: Class 6 contains 197603 members 
Mstep: Class 7 contains 31465 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 16765 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 24057 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 179276 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 75300 members 
Mstep: Class 17 contains 174701 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 8264 members 
Mstep: Class 20 contains 156849 members 
Mstep: Class 22 contains 188307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166436112.000000 Penalty: 73383.539062
Iteration 113Q: 22 clusters Score -1.664361e+08 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 37317 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180400 members 
Mstep: Class 6 contains 198440 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 16685 members 
Mstep: Class 10 contains 21607 members 
Mstep: Class 11 contains 23968 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 178126 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 75497 members 
Mstep: Class 17 contains 174565 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 8264 members 
Mstep: Class 20 contains 157340 members 
Mstep: Class 22 contains 187317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166437296.000000 Penalty: 73383.539062
Iteration 114Q: 22 clusters Score -1.664373e+08 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 37423 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180353 members 
Mstep: Class 6 contains 199223 members 
Mstep: Class 7 contains 33210 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 16638 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 23874 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 177076 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 75722 members 
Mstep: Class 17 contains 174453 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 157766 members 
Mstep: Class 22 contains 186319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166438448.000000 Penalty: 73383.539062
Iteration 115Q: 22 clusters Score -1.664384e+08 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 37560 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 180126 members 
Mstep: Class 6 contains 199961 members 
Mstep: Class 7 contains 34093 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 16589 members 
Mstep: Class 10 contains 21558 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 176212 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 75983 members 
Mstep: Class 17 contains 174368 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 158164 members 
Mstep: Class 22 contains 185320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440336.000000 Penalty: 73383.539062
Iteration 116Q: 22 clusters Score -1.664403e+08 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 37675 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179759 members 
Mstep: Class 6 contains 200680 members 
Mstep: Class 7 contains 34978 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 16539 members 
Mstep: Class 10 contains 21525 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175591 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 76245 members 
Mstep: Class 17 contains 174209 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 158555 members 
Mstep: Class 22 contains 184338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166440864.000000 Penalty: 73383.539062
Iteration 117Q: 22 clusters Score -1.664409e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 37766 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 179392 members 
Mstep: Class 6 contains 201263 members 
Mstep: Class 7 contains 35762 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 16487 members 
Mstep: Class 10 contains 21482 members 
Mstep: Class 11 contains 23508 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175195 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 76532 members 
Mstep: Class 17 contains 174062 members 
Mstep: Class 18 contains 11763 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 158932 members 
Mstep: Class 22 contains 183361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166442128.000000 Penalty: 73383.539062
Iteration 118Q: 22 clusters Score -1.664421e+08 nChanged 8709
Entering ConstructFrom: 
Score: -166442128.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -91925.093750 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -91925.09 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 424 members 
Entering Unmasked Estep 
Score: -90145.375000 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -90145.38 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90432.148438 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -90432.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90532.171875 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -90532.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90608.375000 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -90608.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90700.937500 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -90700.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90848.085938 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -90848.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91121.562500 Penalty: 3325.389648
	Iteration 6F: 3 clusters Score -91121.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91619.914062 Penalty: 3325.389648
	Iteration 7F: 3 clusters Score -91619.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91755.406250 Penalty: 3325.389648
	Iteration 8F: 3 clusters Score -91755.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91846.914062 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -91846.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91889.164062 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -91889.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -91896.843750 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -91896.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -91914.609375 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -91914.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -91920.679688 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -91920.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -91924.351562 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -91924.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -91924.351562 Penalty: 3325.389648
	Iteration 15F: 3 clusters Score -91924.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -464037.937500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -464037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -460340.843750 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -460340.8 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -461208.281250 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -461208.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -461574.093750 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -461574.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -461837.781250 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -461837.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -462020.062500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -462020.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -462156.406250 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -462156.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -462291.937500 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -462291.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -462416.343750 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -462416.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -462527.343750 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -462527.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -462623.531250 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -462623.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -462707.093750 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -462707.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -462793.093750 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -462793.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -462860.500000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -462860.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -462928.937500 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -462928.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -462997.093750 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -462997.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -463038.437500 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -463038.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -463065.750000 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -463065.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -463086.156250 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -463086.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -463103.468750 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -463103.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -463118.031250 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -463118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -463131.062500 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -463131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -463138.687500 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -463138.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -463143.656250 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -463143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -463150.062500 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -463150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -463153.218750 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -463153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -463155.312500 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -463155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -463155.312500 Penalty: 4075.447510
	Iteration 26F: 3 clusters Score -463155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Entering Unmasked Estep 
Score: -4928736.500000 Penalty: 2614.519287
	Iteration 0F: 2 clusters Score -4928736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4903128.000000 Penalty: 5229.038574
	Iteration 0F: 3 clusters Score -4903128 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4912340.000000 Penalty: 5229.038574
	Iteration 1F: 3 clusters Score -4912340 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4912739.000000 Penalty: 5229.038574
	Iteration 2Q: 3 clusters Score -4912739 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4913065.500000 Penalty: 5229.038574
	Iteration 3Q: 3 clusters Score -4913066 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4913320.000000 Penalty: 5229.038574
	Iteration 4Q: 3 clusters Score -4913320 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4913571.000000 Penalty: 5229.038574
	Iteration 5Q: 3 clusters Score -4913571 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4913753.500000 Penalty: 5229.038574
	Iteration 6Q: 3 clusters Score -4913754 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4913988.000000 Penalty: 5229.038574
	Iteration 7Q: 3 clusters Score -4913988 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4914263.000000 Penalty: 5229.038574
	Iteration 8Q: 3 clusters Score -4914263 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4914589.500000 Penalty: 5229.038574
	Iteration 9Q: 3 clusters Score -4914590 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4914974.500000 Penalty: 5229.038574
	Iteration 10Q: 3 clusters Score -4914974 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4915556.500000 Penalty: 5229.038574
	Iteration 11Q: 3 clusters Score -4915556 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4916287.500000 Penalty: 5229.038574
	Iteration 12Q: 3 clusters Score -4916288 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4917191.000000 Penalty: 5229.038574
	Iteration 13Q: 3 clusters Score -4917191 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4918269.000000 Penalty: 5229.038574
	Iteration 14Q: 3 clusters Score -4918269 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4919549.000000 Penalty: 5229.038574
	Iteration 15F: 3 clusters Score -4919549 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4920839.500000 Penalty: 5229.038574
	Iteration 16F: 3 clusters Score -4920840 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -4921848.500000 Penalty: 5229.038574
	Iteration 17Q: 3 clusters Score -4921848 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4922441.500000 Penalty: 5229.038574
	Iteration 18Q: 3 clusters Score -4922442 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4922763.500000 Penalty: 5229.038574
	Iteration 19Q: 3 clusters Score -4922764 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4923000.000000 Penalty: 5229.038574
	Iteration 20F: 3 clusters Score -4923000 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4923193.500000 Penalty: 5229.038574
	Iteration 21Q: 3 clusters Score -4923194 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4923349.000000 Penalty: 5229.038574
	Iteration 22Q: 3 clusters Score -4923349 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4923556.500000 Penalty: 5229.038574
	Iteration 23Q: 3 clusters Score -4923556 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4923739.500000 Penalty: 5229.038574
	Iteration 24Q: 3 clusters Score -4923740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4923910.500000 Penalty: 5229.038574
	Iteration 25Q: 3 clusters Score -4923910 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4924037.000000 Penalty: 5229.038574
	Iteration 26Q: 3 clusters Score -4924037 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4924177.500000 Penalty: 5229.038574
	Iteration 27Q: 3 clusters Score -4924178 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4924245.500000 Penalty: 5229.038574
	Iteration 28Q: 3 clusters Score -4924246 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4924332.000000 Penalty: 5229.038574
	Iteration 29Q: 3 clusters Score -4924332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4924422.000000 Penalty: 5229.038574
	Iteration 30Q: 3 clusters Score -4924422 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4924499.000000 Penalty: 5229.038574
	Iteration 31Q: 3 clusters Score -4924499 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4924586.500000 Penalty: 5229.038574
	Iteration 32Q: 3 clusters Score -4924586 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4924646.000000 Penalty: 5229.038574
	Iteration 33Q: 3 clusters Score -4924646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4924691.000000 Penalty: 5229.038574
	Iteration 34Q: 3 clusters Score -4924691 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4924737.500000 Penalty: 5229.038574
	Iteration 35Q: 3 clusters Score -4924738 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4924786.500000 Penalty: 5229.038574
	Iteration 36Q: 3 clusters Score -4924786 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4924848.000000 Penalty: 5229.038574
	Iteration 37Q: 3 clusters Score -4924848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4924912.000000 Penalty: 5229.038574
	Iteration 38Q: 3 clusters Score -4924912 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4924942.500000 Penalty: 5229.038574
	Iteration 39Q: 3 clusters Score -4924942 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4924992.500000 Penalty: 5229.038574
	Iteration 40F: 3 clusters Score -4924992 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4925046.500000 Penalty: 5229.038574
	Iteration 41Q: 3 clusters Score -4925046 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4925109.000000 Penalty: 5229.038574
	Iteration 42Q: 3 clusters Score -4925109 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4925150.500000 Penalty: 5229.038574
	Iteration 43Q: 3 clusters Score -4925150 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4925190.000000 Penalty: 5229.038574
	Iteration 44Q: 3 clusters Score -4925190 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4925231.000000 Penalty: 5229.038574
	Iteration 45Q: 3 clusters Score -4925231 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4925298.000000 Penalty: 5229.038574
	Iteration 46Q: 3 clusters Score -4925298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4925354.500000 Penalty: 5229.038574
	Iteration 47Q: 3 clusters Score -4925354 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4925406.500000 Penalty: 5229.038574
	Iteration 48Q: 3 clusters Score -4925406 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4925461.500000 Penalty: 5229.038574
	Iteration 49Q: 3 clusters Score -4925462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4925501.500000 Penalty: 5229.038574
	Iteration 50Q: 3 clusters Score -4925502 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4925543.000000 Penalty: 5229.038574
	Iteration 51Q: 3 clusters Score -4925543 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4925569.500000 Penalty: 5229.038574
	Iteration 52Q: 3 clusters Score -4925570 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4925606.000000 Penalty: 5229.038574
	Iteration 53Q: 3 clusters Score -4925606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4925657.000000 Penalty: 5229.038574
	Iteration 54Q: 3 clusters Score -4925657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4925681.000000 Penalty: 5229.038574
	Iteration 55Q: 3 clusters Score -4925681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4925724.000000 Penalty: 5229.038574
	Iteration 56Q: 3 clusters Score -4925724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4925753.500000 Penalty: 5229.038574
	Iteration 57Q: 3 clusters Score -4925754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4925794.500000 Penalty: 5229.038574
	Iteration 58Q: 3 clusters Score -4925794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4925831.500000 Penalty: 5229.038574
	Iteration 59Q: 3 clusters Score -4925832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4925864.000000 Penalty: 5229.038574
	Iteration 60F: 3 clusters Score -4925864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4925890.000000 Penalty: 5229.038574
	Iteration 61Q: 3 clusters Score -4925890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4925904.000000 Penalty: 5229.038574
	Iteration 62Q: 3 clusters Score -4925904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4925938.000000 Penalty: 5229.038574
	Iteration 63Q: 3 clusters Score -4925938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4925970.500000 Penalty: 5229.038574
	Iteration 64Q: 3 clusters Score -4925970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4925994.000000 Penalty: 5229.038574
	Iteration 65Q: 3 clusters Score -4925994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4926030.500000 Penalty: 5229.038574
	Iteration 66Q: 3 clusters Score -4926030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4926057.000000 Penalty: 5229.038574
	Iteration 67Q: 3 clusters Score -4926057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4926071.000000 Penalty: 5229.038574
	Iteration 68Q: 3 clusters Score -4926071 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4926093.000000 Penalty: 5229.038574
	Iteration 69Q: 3 clusters Score -4926093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4926120.000000 Penalty: 5229.038574
	Iteration 70Q: 3 clusters Score -4926120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4926149.000000 Penalty: 5229.038574
	Iteration 71Q: 3 clusters Score -4926149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4926175.500000 Penalty: 5229.038574
	Iteration 72Q: 3 clusters Score -4926176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4926187.500000 Penalty: 5229.038574
	Iteration 73Q: 3 clusters Score -4926188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4926215.500000 Penalty: 5229.038574
	Iteration 74Q: 3 clusters Score -4926216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4926218.500000 Penalty: 5229.038574
	Iteration 75Q: 3 clusters Score -4926218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4926216.000000 Penalty: 5229.038574
	Iteration 76Q: 3 clusters Score -4926216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4926232.500000 Penalty: 5229.038574
	Iteration 77Q: 3 clusters Score -4926232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4926245.000000 Penalty: 5229.038574
	Iteration 78Q: 3 clusters Score -4926245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4926254.000000 Penalty: 5229.038574
	Iteration 79Q: 3 clusters Score -4926254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4926273.000000 Penalty: 5229.038574
	Iteration 80F: 3 clusters Score -4926273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4926282.500000 Penalty: 5229.038574
	Iteration 81Q: 3 clusters Score -4926282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4926293.500000 Penalty: 5229.038574
	Iteration 82Q: 3 clusters Score -4926294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4926308.000000 Penalty: 5229.038574
	Iteration 83Q: 3 clusters Score -4926308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4926319.000000 Penalty: 5229.038574
	Iteration 84Q: 3 clusters Score -4926319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4926329.500000 Penalty: 5229.038574
	Iteration 85Q: 3 clusters Score -4926330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4926328.500000 Penalty: 5229.038574
	Iteration 86Q: 3 clusters Score -4926328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4926341.500000 Penalty: 5229.038574
	Iteration 87Q: 3 clusters Score -4926342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4926338.500000 Penalty: 5229.038574
	Iteration 88Q: 3 clusters Score -4926338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4926342.000000 Penalty: 5229.038574
	Iteration 89Q: 3 clusters Score -4926342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4926357.500000 Penalty: 5229.038574
	Iteration 90Q: 3 clusters Score -4926358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4926359.000000 Penalty: 5229.038574
	Iteration 91Q: 3 clusters Score -4926359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4926360.500000 Penalty: 5229.038574
	Iteration 92Q: 3 clusters Score -4926360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4926358.500000 Penalty: 5229.038574
	Iteration 93Q: 3 clusters Score -4926358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4926360.000000 Penalty: 5229.038574
	Iteration 94Q: 3 clusters Score -4926360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4926362.000000 Penalty: 5229.038574
	Iteration 95Q: 3 clusters Score -4926362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4926375.500000 Penalty: 5229.038574
	Iteration 96Q: 3 clusters Score -4926376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4926388.500000 Penalty: 5229.038574
	Iteration 97Q: 3 clusters Score -4926388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4926398.000000 Penalty: 5229.038574
	Iteration 98Q: 3 clusters Score -4926398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4926404.000000 Penalty: 5229.038574
	Iteration 99Q: 3 clusters Score -4926404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4926409.500000 Penalty: 5229.038574
	Iteration 100F: 3 clusters Score -4926410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4926412.500000 Penalty: 5229.038574
	Iteration 101Q: 3 clusters Score -4926412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4926411.500000 Penalty: 5229.038574
	Iteration 102Q: 3 clusters Score -4926412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4926416.000000 Penalty: 5229.038574
	Iteration 103Q: 3 clusters Score -4926416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4926422.000000 Penalty: 5229.038574
	Iteration 104Q: 3 clusters Score -4926422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4926428.000000 Penalty: 5229.038574
	Iteration 105Q: 3 clusters Score -4926428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4926433.500000 Penalty: 5229.038574
	Iteration 106Q: 3 clusters Score -4926434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4926436.500000 Penalty: 5229.038574
	Iteration 107Q: 3 clusters Score -4926436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4926447.500000 Penalty: 5229.038574
	Iteration 108Q: 3 clusters Score -4926448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4926447.000000 Penalty: 5229.038574
	Iteration 109Q: 3 clusters Score -4926447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4926445.500000 Penalty: 5229.038574
	Iteration 110Q: 3 clusters Score -4926446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4926450.000000 Penalty: 5229.038574
	Iteration 111Q: 3 clusters Score -4926450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4926448.500000 Penalty: 5229.038574
	Iteration 112Q: 3 clusters Score -4926448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4926434.500000 Penalty: 5229.038574
	Iteration 113Q: 3 clusters Score -4926434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4926437.000000 Penalty: 5229.038574
	Iteration 114Q: 3 clusters Score -4926437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4926436.500000 Penalty: 5229.038574
	Iteration 115Q: 3 clusters Score -4926436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4926438.000000 Penalty: 5229.038574
	Iteration 116Q: 3 clusters Score -4926438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4926441.500000 Penalty: 5229.038574
	Iteration 117Q: 3 clusters Score -4926442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4926445.000000 Penalty: 5229.038574
	Iteration 118Q: 3 clusters Score -4926445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4926450.000000 Penalty: 5229.038574
	Iteration 119Q: 3 clusters Score -4926450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4926447.500000 Penalty: 5229.038574
	Iteration 120F: 3 clusters Score -4926448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4926450.500000 Penalty: 5229.038574
	Iteration 121Q: 3 clusters Score -4926450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4926460.000000 Penalty: 5229.038574
	Iteration 122Q: 3 clusters Score -4926460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4926460.000000 Penalty: 5229.038574
	Iteration 123Q: 3 clusters Score -4926460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4926460.000000 Penalty: 5229.038574
	Iteration 124Q: 3 clusters Score -4926460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4926460.000000 Penalty: 5229.038574
	Iteration 125F: 3 clusters Score -4926460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -94495.210938 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -94495.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92602.726562 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -92602.73 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93129.382812 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -93129.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -93757.437500 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -93757.44 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -94250.046875 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -94250.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94483.632812 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -94483.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -94681.703125 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -94681.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -95066.773438 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -95066.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95377.726562 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -95377.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -95413.968750 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -95413.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -95419.414062 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -95419.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95421.968750 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -95421.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95421.968750 Penalty: 3383.269287
	Iteration 11F: 3 clusters Score -95421.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37889 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 178913 members 
Mstep: Class 6 contains 201739 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 23392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 173864 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 159302 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 182309 members 
Entering Unmasked Estep 
Score: -166441840.000000 Penalty: 76877.992188
Splitting cluster 4 changes total score from -166442128.000000 to -166441840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (178913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Entering Unmasked Estep 
Score: -23135684.000000 Penalty: 2999.474365
	Iteration 0F: 2 clusters Score -2.313568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -23019552.000000 Penalty: 5998.948730
	Iteration 0F: 3 clusters Score -2.301955e+07 nChanged 85888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -23069704.000000 Penalty: 5998.948730
	Iteration 1F: 3 clusters Score -2.30697e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -23071176.000000 Penalty: 5998.948730
	Iteration 2Q: 3 clusters Score -2.307118e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -23073508.000000 Penalty: 5998.948730
	Iteration 3Q: 3 clusters Score -2.307351e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -23076860.000000 Penalty: 5998.948730
	Iteration 4Q: 3 clusters Score -2.307686e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -23081832.000000 Penalty: 5998.948730
	Iteration 5Q: 3 clusters Score -2.308183e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -23087890.000000 Penalty: 5998.948730
	Iteration 6F: 3 clusters Score -2.308789e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -23095928.000000 Penalty: 5998.948730
	Iteration 7F: 3 clusters Score -2.309593e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -23104528.000000 Penalty: 5998.948730
	Iteration 8F: 3 clusters Score -2.310453e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -23112822.000000 Penalty: 5998.948730
	Iteration 9F: 3 clusters Score -2.311282e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -23118036.000000 Penalty: 5998.948730
	Iteration 10F: 3 clusters Score -2.311804e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -23120302.000000 Penalty: 5998.948730
	Iteration 11Q: 3 clusters Score -2.31203e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -23121244.000000 Penalty: 5998.948730
	Iteration 12Q: 3 clusters Score -2.312124e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -23121814.000000 Penalty: 5998.948730
	Iteration 13Q: 3 clusters Score -2.312181e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -23122366.000000 Penalty: 5998.948730
	Iteration 14Q: 3 clusters Score -2.312237e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -23122938.000000 Penalty: 5998.948730
	Iteration 15Q: 3 clusters Score -2.312294e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -23123224.000000 Penalty: 5998.948730
	Iteration 16Q: 3 clusters Score -2.312322e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -23123568.000000 Penalty: 5998.948730
	Iteration 17Q: 3 clusters Score -2.312357e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -23123752.000000 Penalty: 5998.948730
	Iteration 18Q: 3 clusters Score -2.312375e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -23123928.000000 Penalty: 5998.948730
	Iteration 19Q: 3 clusters Score -2.312393e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -23124018.000000 Penalty: 5998.948730
	Iteration 20F: 3 clusters Score -2.312402e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -23124112.000000 Penalty: 5998.948730
	Iteration 21Q: 3 clusters Score -2.312411e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -23124296.000000 Penalty: 5998.948730
	Iteration 22Q: 3 clusters Score -2.31243e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -23124342.000000 Penalty: 5998.948730
	Iteration 23Q: 3 clusters Score -2.312434e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -23124490.000000 Penalty: 5998.948730
	Iteration 24Q: 3 clusters Score -2.312449e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -23124546.000000 Penalty: 5998.948730
	Iteration 25Q: 3 clusters Score -2.312455e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -23124644.000000 Penalty: 5998.948730
	Iteration 26Q: 3 clusters Score -2.312464e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -23124760.000000 Penalty: 5998.948730
	Iteration 27Q: 3 clusters Score -2.312476e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -23124800.000000 Penalty: 5998.948730
	Iteration 28Q: 3 clusters Score -2.31248e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -23124850.000000 Penalty: 5998.948730
	Iteration 29Q: 3 clusters Score -2.312485e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -23124896.000000 Penalty: 5998.948730
	Iteration 30Q: 3 clusters Score -2.31249e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -23124976.000000 Penalty: 5998.948730
	Iteration 31Q: 3 clusters Score -2.312498e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -23125034.000000 Penalty: 5998.948730
	Iteration 32Q: 3 clusters Score -2.312503e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -23125092.000000 Penalty: 5998.948730
	Iteration 33Q: 3 clusters Score -2.312509e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -23125114.000000 Penalty: 5998.948730
	Iteration 34Q: 3 clusters Score -2.312511e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -23125150.000000 Penalty: 5998.948730
	Iteration 35Q: 3 clusters Score -2.312515e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -23125198.000000 Penalty: 5998.948730
	Iteration 36Q: 3 clusters Score -2.31252e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116316 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -23125306.000000 Penalty: 5998.948730
	Iteration 37Q: 3 clusters Score -2.312531e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -23125252.000000 Penalty: 5998.948730
	Iteration 38Q: 3 clusters Score -2.312525e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -23125372.000000 Penalty: 5998.948730
	Iteration 39Q: 3 clusters Score -2.312537e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -23125436.000000 Penalty: 5998.948730
	Iteration 40F: 3 clusters Score -2.312544e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -23125516.000000 Penalty: 5998.948730
	Iteration 41Q: 3 clusters Score -2.312552e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -23125614.000000 Penalty: 5998.948730
	Iteration 42Q: 3 clusters Score -2.312561e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -23125610.000000 Penalty: 5998.948730
	Iteration 43Q: 3 clusters Score -2.312561e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -23125592.000000 Penalty: 5998.948730
	Iteration 44Q: 3 clusters Score -2.312559e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -23125718.000000 Penalty: 5998.948730
	Iteration 45Q: 3 clusters Score -2.312572e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -23125844.000000 Penalty: 5998.948730
	Iteration 46Q: 3 clusters Score -2.312584e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -23126014.000000 Penalty: 5998.948730
	Iteration 47Q: 3 clusters Score -2.312601e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -23126194.000000 Penalty: 5998.948730
	Iteration 48Q: 3 clusters Score -2.312619e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -23126212.000000 Penalty: 5998.948730
	Iteration 49Q: 3 clusters Score -2.312621e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -23126322.000000 Penalty: 5998.948730
	Iteration 50Q: 3 clusters Score -2.312632e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127484 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -23126468.000000 Penalty: 5998.948730
	Iteration 51Q: 3 clusters Score -2.312647e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -23126616.000000 Penalty: 5998.948730
	Iteration 52Q: 3 clusters Score -2.312662e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -23126854.000000 Penalty: 5998.948730
	Iteration 53Q: 3 clusters Score -2.312685e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -23127114.000000 Penalty: 5998.948730
	Iteration 54Q: 3 clusters Score -2.312711e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -23127352.000000 Penalty: 5998.948730
	Iteration 55Q: 3 clusters Score -2.312735e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -23127532.000000 Penalty: 5998.948730
	Iteration 56Q: 3 clusters Score -2.312753e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -23127748.000000 Penalty: 5998.948730
	Iteration 57Q: 3 clusters Score -2.312775e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -23128056.000000 Penalty: 5998.948730
	Iteration 58Q: 3 clusters Score -2.312806e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137363 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -23128214.000000 Penalty: 5998.948730
	Iteration 59Q: 3 clusters Score -2.312821e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -23128528.000000 Penalty: 5998.948730
	Iteration 60F: 3 clusters Score -2.312853e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -23128854.000000 Penalty: 5998.948730
	Iteration 61Q: 3 clusters Score -2.312885e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -23129206.000000 Penalty: 5998.948730
	Iteration 62Q: 3 clusters Score -2.312921e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -23129376.000000 Penalty: 5998.948730
	Iteration 63Q: 3 clusters Score -2.312938e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -23129748.000000 Penalty: 5998.948730
	Iteration 64Q: 3 clusters Score -2.312975e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -23129894.000000 Penalty: 5998.948730
	Iteration 65Q: 3 clusters Score -2.312989e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -23130042.000000 Penalty: 5998.948730
	Iteration 66Q: 3 clusters Score -2.313004e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -23130342.000000 Penalty: 5998.948730
	Iteration 67Q: 3 clusters Score -2.313034e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150597 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -23130650.000000 Penalty: 5998.948730
	Iteration 68Q: 3 clusters Score -2.313065e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -23130910.000000 Penalty: 5998.948730
	Iteration 69Q: 3 clusters Score -2.313091e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -23131304.000000 Penalty: 5998.948730
	Iteration 70Q: 3 clusters Score -2.31313e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -23131760.000000 Penalty: 5998.948730
	Iteration 71Q: 3 clusters Score -2.313176e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -23132070.000000 Penalty: 5998.948730
	Iteration 72Q: 3 clusters Score -2.313207e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -23132320.000000 Penalty: 5998.948730
	Iteration 73Q: 3 clusters Score -2.313232e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -23132630.000000 Penalty: 5998.948730
	Iteration 74Q: 3 clusters Score -2.313263e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -23132824.000000 Penalty: 5998.948730
	Iteration 75Q: 3 clusters Score -2.313282e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -23133020.000000 Penalty: 5998.948730
	Iteration 76Q: 3 clusters Score -2.313302e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161602 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -23133228.000000 Penalty: 5998.948730
	Iteration 77Q: 3 clusters Score -2.313323e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -23133330.000000 Penalty: 5998.948730
	Iteration 78Q: 3 clusters Score -2.313333e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -23133464.000000 Penalty: 5998.948730
	Iteration 79Q: 3 clusters Score -2.313346e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -23133600.000000 Penalty: 5998.948730
	Iteration 80F: 3 clusters Score -2.31336e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164777 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -23133796.000000 Penalty: 5998.948730
	Iteration 81Q: 3 clusters Score -2.31338e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -23133856.000000 Penalty: 5998.948730
	Iteration 82Q: 3 clusters Score -2.313386e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -23133966.000000 Penalty: 5998.948730
	Iteration 83Q: 3 clusters Score -2.313397e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 84Q: 3 clusters Score -2.313401e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -23134084.000000 Penalty: 5998.948730
	Iteration 85Q: 3 clusters Score -2.313408e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -23134178.000000 Penalty: 5998.948730
	Iteration 86Q: 3 clusters Score -2.313418e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -23134240.000000 Penalty: 5998.948730
	Iteration 87Q: 3 clusters Score -2.313424e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -23134226.000000 Penalty: 5998.948730
	Iteration 88Q: 3 clusters Score -2.313423e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -23134250.000000 Penalty: 5998.948730
	Iteration 89Q: 3 clusters Score -2.313425e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -23134306.000000 Penalty: 5998.948730
	Iteration 90Q: 3 clusters Score -2.313431e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -23134310.000000 Penalty: 5998.948730
	Iteration 91Q: 3 clusters Score -2.313431e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -23134306.000000 Penalty: 5998.948730
	Iteration 92Q: 3 clusters Score -2.313431e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -23134294.000000 Penalty: 5998.948730
	Iteration 93Q: 3 clusters Score -2.313429e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -23134268.000000 Penalty: 5998.948730
	Iteration 94Q: 3 clusters Score -2.313427e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -23134258.000000 Penalty: 5998.948730
	Iteration 95Q: 3 clusters Score -2.313426e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -23134204.000000 Penalty: 5998.948730
	Iteration 96Q: 3 clusters Score -2.31342e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171822 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -23134160.000000 Penalty: 5998.948730
	Iteration 97Q: 3 clusters Score -2.313416e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172072 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -23134122.000000 Penalty: 5998.948730
	Iteration 98Q: 3 clusters Score -2.313412e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -23134148.000000 Penalty: 5998.948730
	Iteration 99Q: 3 clusters Score -2.313415e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172533 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -23134152.000000 Penalty: 5998.948730
	Iteration 100F: 3 clusters Score -2.313415e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -23134120.000000 Penalty: 5998.948730
	Iteration 101Q: 3 clusters Score -2.313412e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 5998.948730
	Iteration 102Q: 3 clusters Score -2.313414e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173062 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 5998.948730
	Iteration 103Q: 3 clusters Score -2.313414e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173202 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -23134134.000000 Penalty: 5998.948730
	Iteration 104Q: 3 clusters Score -2.313413e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -23134108.000000 Penalty: 5998.948730
	Iteration 105Q: 3 clusters Score -2.313411e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -23134116.000000 Penalty: 5998.948730
	Iteration 106Q: 3 clusters Score -2.313412e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -23134098.000000 Penalty: 5998.948730
	Iteration 107Q: 3 clusters Score -2.31341e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -23134102.000000 Penalty: 5998.948730
	Iteration 108Q: 3 clusters Score -2.31341e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -23134084.000000 Penalty: 5998.948730
	Iteration 109Q: 3 clusters Score -2.313408e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -23134060.000000 Penalty: 5998.948730
	Iteration 110Q: 3 clusters Score -2.313406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 111Q: 3 clusters Score -2.313403e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 112Q: 3 clusters Score -2.313403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174070 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 113Q: 3 clusters Score -2.313403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174139 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -23134038.000000 Penalty: 5998.948730
	Iteration 114Q: 3 clusters Score -2.313404e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -23134046.000000 Penalty: 5998.948730
	Iteration 115Q: 3 clusters Score -2.313405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 116Q: 3 clusters Score -2.313401e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -23134014.000000 Penalty: 5998.948730
	Iteration 117Q: 3 clusters Score -2.313401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -23134024.000000 Penalty: 5998.948730
	Iteration 118Q: 3 clusters Score -2.313402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -23134036.000000 Penalty: 5998.948730
	Iteration 119Q: 3 clusters Score -2.313404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -23134024.000000 Penalty: 5998.948730
	Iteration 120F: 3 clusters Score -2.313402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 121Q: 3 clusters Score -2.313403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174496 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -23134010.000000 Penalty: 5998.948730
	Iteration 122Q: 3 clusters Score -2.313401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -23134036.000000 Penalty: 5998.948730
	Iteration 123Q: 3 clusters Score -2.313404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -23134048.000000 Penalty: 5998.948730
	Iteration 124Q: 3 clusters Score -2.313405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -23134048.000000 Penalty: 5998.948730
	Iteration 125Q: 3 clusters Score -2.313405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -23134060.000000 Penalty: 5998.948730
	Iteration 126Q: 3 clusters Score -2.313406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 127Q: 3 clusters Score -2.313403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -23134048.000000 Penalty: 5998.948730
	Iteration 128Q: 3 clusters Score -2.313405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174723 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -23134034.000000 Penalty: 5998.948730
	Iteration 129Q: 3 clusters Score -2.313403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 130Q: 3 clusters Score -2.313403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174788 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 131Q: 3 clusters Score -2.313403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174815 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -23133992.000000 Penalty: 5998.948730
	Iteration 132Q: 3 clusters Score -2.313399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -23133994.000000 Penalty: 5998.948730
	Iteration 133Q: 3 clusters Score -2.313399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -23134004.000000 Penalty: 5998.948730
	Iteration 134Q: 3 clusters Score -2.3134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 135Q: 3 clusters Score -2.313403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -23134036.000000 Penalty: 5998.948730
	Iteration 136Q: 3 clusters Score -2.313404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174959 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -23134036.000000 Penalty: 5998.948730
	Iteration 137Q: 3 clusters Score -2.313404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -23134020.000000 Penalty: 5998.948730
	Iteration 138Q: 3 clusters Score -2.313402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175025 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -23133994.000000 Penalty: 5998.948730
	Iteration 139Q: 3 clusters Score -2.313399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175053 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -23134004.000000 Penalty: 5998.948730
	Iteration 140F: 3 clusters Score -2.3134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -23134010.000000 Penalty: 5998.948730
	Iteration 141Q: 3 clusters Score -2.313401e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -23134024.000000 Penalty: 5998.948730
	Iteration 142Q: 3 clusters Score -2.313402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175161 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -23134026.000000 Penalty: 5998.948730
	Iteration 143Q: 3 clusters Score -2.313403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -23134018.000000 Penalty: 5998.948730
	Iteration 144Q: 3 clusters Score -2.313402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175202 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -23134014.000000 Penalty: 5998.948730
	Iteration 145Q: 3 clusters Score -2.313401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -23134018.000000 Penalty: 5998.948730
	Iteration 146Q: 3 clusters Score -2.313402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175223 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -23134024.000000 Penalty: 5998.948730
	Iteration 147Q: 3 clusters Score -2.313402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175230 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23134032.000000 Penalty: 5998.948730
	Iteration 148Q: 3 clusters Score -2.313403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -23134022.000000 Penalty: 5998.948730
	Iteration 149Q: 3 clusters Score -2.313402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 150Q: 3 clusters Score -2.313403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -23134020.000000 Penalty: 5998.948730
	Iteration 151Q: 3 clusters Score -2.313402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175292 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -23134010.000000 Penalty: 5998.948730
	Iteration 152Q: 3 clusters Score -2.313401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -23134020.000000 Penalty: 5998.948730
	Iteration 153Q: 3 clusters Score -2.313402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175322 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -23134004.000000 Penalty: 5998.948730
	Iteration 154Q: 3 clusters Score -2.3134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -23134016.000000 Penalty: 5998.948730
	Iteration 155Q: 3 clusters Score -2.313402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -23134026.000000 Penalty: 5998.948730
	Iteration 156Q: 3 clusters Score -2.313403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23134032.000000 Penalty: 5998.948730
	Iteration 157Q: 3 clusters Score -2.313403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175395 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 158Q: 3 clusters Score -2.313403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 159Q: 3 clusters Score -2.313403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23134030.000000 Penalty: 5998.948730
	Iteration 160F: 3 clusters Score -2.313403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -23134026.000000 Penalty: 5998.948730
	Iteration 161Q: 3 clusters Score -2.313403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -23134022.000000 Penalty: 5998.948730
	Iteration 162Q: 3 clusters Score -2.313402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23134028.000000 Penalty: 5998.948730
	Iteration 163Q: 3 clusters Score -2.313403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -23134040.000000 Penalty: 5998.948730
	Iteration 164Q: 3 clusters Score -2.313404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -23134042.000000 Penalty: 5998.948730
	Iteration 165Q: 3 clusters Score -2.313404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -23134038.000000 Penalty: 5998.948730
	Iteration 166Q: 3 clusters Score -2.313404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23134032.000000 Penalty: 5998.948730
	Iteration 167Q: 3 clusters Score -2.313403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175487 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -23134026.000000 Penalty: 5998.948730
	Iteration 168Q: 3 clusters Score -2.313403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -23134024.000000 Penalty: 5998.948730
	Iteration 169Q: 3 clusters Score -2.313402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -23134010.000000 Penalty: 5998.948730
	Iteration 170Q: 3 clusters Score -2.313401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 171Q: 3 clusters Score -2.313401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 172Q: 3 clusters Score -2.313401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23133992.000000 Penalty: 5998.948730
	Iteration 173Q: 3 clusters Score -2.313399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -23134000.000000 Penalty: 5998.948730
	Iteration 174Q: 3 clusters Score -2.3134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -23134006.000000 Penalty: 5998.948730
	Iteration 175Q: 3 clusters Score -2.313401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175522 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -23133998.000000 Penalty: 5998.948730
	Iteration 176Q: 3 clusters Score -2.3134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23133996.000000 Penalty: 5998.948730
	Iteration 177Q: 3 clusters Score -2.3134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 178Q: 3 clusters Score -2.313401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -23134002.000000 Penalty: 5998.948730
	Iteration 179Q: 3 clusters Score -2.3134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -23134004.000000 Penalty: 5998.948730
	Iteration 180F: 3 clusters Score -2.3134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -23133998.000000 Penalty: 5998.948730
	Iteration 181Q: 3 clusters Score -2.3134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175544 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -23133994.000000 Penalty: 5998.948730
	Iteration 182Q: 3 clusters Score -2.313399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -23133992.000000 Penalty: 5998.948730
	Iteration 183Q: 3 clusters Score -2.313399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -23133996.000000 Penalty: 5998.948730
	Iteration 184Q: 3 clusters Score -2.3134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -23134008.000000 Penalty: 5998.948730
	Iteration 185Q: 3 clusters Score -2.313401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -23134006.000000 Penalty: 5998.948730
	Iteration 186Q: 3 clusters Score -2.313401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23134002.000000 Penalty: 5998.948730
	Iteration 187Q: 3 clusters Score -2.3134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175564 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -23133986.000000 Penalty: 5998.948730
	Iteration 188Q: 3 clusters Score -2.313399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -23133984.000000 Penalty: 5998.948730
	Iteration 189Q: 3 clusters Score -2.313398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175570 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -23133986.000000 Penalty: 5998.948730
	Iteration 190Q: 3 clusters Score -2.313399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -23133982.000000 Penalty: 5998.948730
	Iteration 191Q: 3 clusters Score -2.313398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -23133972.000000 Penalty: 5998.948730
	Iteration 192Q: 3 clusters Score -2.313397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -23133986.000000 Penalty: 5998.948730
	Iteration 193Q: 3 clusters Score -2.313399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -23133986.000000 Penalty: 5998.948730
	Iteration 194Q: 3 clusters Score -2.313399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.313398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23133984.000000 Penalty: 5998.948730
	Iteration 196F: 3 clusters Score -2.313398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201739 members 
Entering Unmasked Estep 
Score: -26057844.000000 Penalty: 3029.253174
	Iteration 0F: 2 clusters Score -2.605784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -25930102.000000 Penalty: 6058.506348
	Iteration 0F: 3 clusters Score -2.59301e+07 nChanged 97034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -25987386.000000 Penalty: 6058.506348
	Iteration 1F: 3 clusters Score -2.598739e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -25989532.000000 Penalty: 6058.506348
	Iteration 2Q: 3 clusters Score -2.598953e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -25992616.000000 Penalty: 6058.506348
	Iteration 3Q: 3 clusters Score -2.599262e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -25998592.000000 Penalty: 6058.506348
	Iteration 4F: 3 clusters Score -2.599859e+07 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -26009146.000000 Penalty: 6058.506348
	Iteration 5F: 3 clusters Score -2.600915e+07 nChanged 18118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -26025252.000000 Penalty: 6058.506348
	Iteration 6F: 3 clusters Score -2.602525e+07 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182261 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -26040846.000000 Penalty: 6058.506348
	Iteration 7F: 3 clusters Score -2.604085e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194473 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -26050516.000000 Penalty: 6058.506348
	Iteration 8F: 3 clusters Score -2.605052e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199509 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -26053770.000000 Penalty: 6058.506348
	Iteration 9Q: 3 clusters Score -2.605377e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201034 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -26054632.000000 Penalty: 6058.506348
	Iteration 10Q: 3 clusters Score -2.605463e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201370 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26054990.000000 Penalty: 6058.506348
	Iteration 11Q: 3 clusters Score -2.605499e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26055120.000000 Penalty: 6058.506348
	Iteration 12Q: 3 clusters Score -2.605512e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26055172.000000 Penalty: 6058.506348
	Iteration 13Q: 3 clusters Score -2.605517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201498 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26055206.000000 Penalty: 6058.506348
	Iteration 14Q: 3 clusters Score -2.605521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201506 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26055246.000000 Penalty: 6058.506348
	Iteration 15Q: 3 clusters Score -2.605525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201512 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26055246.000000 Penalty: 6058.506348
	Iteration 16Q: 3 clusters Score -2.605525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26055244.000000 Penalty: 6058.506348
	Iteration 17Q: 3 clusters Score -2.605524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201519 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26055250.000000 Penalty: 6058.506348
	Iteration 18Q: 3 clusters Score -2.605525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201518 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26055244.000000 Penalty: 6058.506348
	Iteration 19Q: 3 clusters Score -2.605524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201519 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26055262.000000 Penalty: 6058.506348
	Iteration 20F: 3 clusters Score -2.605526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201517 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26055256.000000 Penalty: 6058.506348
	Iteration 21Q: 3 clusters Score -2.605526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26055256.000000 Penalty: 6058.506348
	Iteration 22Q: 3 clusters Score -2.605526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26055252.000000 Penalty: 6058.506348
	Iteration 23Q: 3 clusters Score -2.605525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201514 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26055258.000000 Penalty: 6058.506348
	Iteration 24Q: 3 clusters Score -2.605526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201514 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26055260.000000 Penalty: 6058.506348
	Iteration 25Q: 3 clusters Score -2.605526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201513 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26055258.000000 Penalty: 6058.506348
	Iteration 26Q: 3 clusters Score -2.605526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201514 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26055260.000000 Penalty: 6058.506348
	Iteration 27Q: 3 clusters Score -2.605526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26055270.000000 Penalty: 6058.506348
	Iteration 28Q: 3 clusters Score -2.605527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26055272.000000 Penalty: 6058.506348
	Iteration 29Q: 3 clusters Score -2.605527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26055272.000000 Penalty: 6058.506348
	Iteration 30F: 3 clusters Score -2.605527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Entering Unmasked Estep 
Score: -4773846.000000 Penalty: 2605.311279
	Iteration 0F: 2 clusters Score -4773846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4749127.000000 Penalty: 5210.622559
	Iteration 0F: 3 clusters Score -4749127 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4758109.500000 Penalty: 5210.622559
	Iteration 1F: 3 clusters Score -4758110 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4758614.000000 Penalty: 5210.622559
	Iteration 2Q: 3 clusters Score -4758614 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4759124.000000 Penalty: 5210.622559
	Iteration 3Q: 3 clusters Score -4759124 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4759643.000000 Penalty: 5210.622559
	Iteration 4Q: 3 clusters Score -4759643 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4760171.000000 Penalty: 5210.622559
	Iteration 5Q: 3 clusters Score -4760171 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4760803.500000 Penalty: 5210.622559
	Iteration 6Q: 3 clusters Score -4760804 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4761733.500000 Penalty: 5210.622559
	Iteration 7Q: 3 clusters Score -4761734 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4763012.500000 Penalty: 5210.622559
	Iteration 8F: 3 clusters Score -4763012 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4764745.500000 Penalty: 5210.622559
	Iteration 9F: 3 clusters Score -4764746 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4766702.500000 Penalty: 5210.622559
	Iteration 10F: 3 clusters Score -4766702 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4768543.500000 Penalty: 5210.622559
	Iteration 11F: 3 clusters Score -4768544 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4769863.500000 Penalty: 5210.622559
	Iteration 12Q: 3 clusters Score -4769864 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4770709.500000 Penalty: 5210.622559
	Iteration 13Q: 3 clusters Score -4770710 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4771104.000000 Penalty: 5210.622559
	Iteration 14Q: 3 clusters Score -4771104 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4771290.000000 Penalty: 5210.622559
	Iteration 15Q: 3 clusters Score -4771290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4771391.500000 Penalty: 5210.622559
	Iteration 16Q: 3 clusters Score -4771392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4771451.500000 Penalty: 5210.622559
	Iteration 17Q: 3 clusters Score -4771452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4771491.500000 Penalty: 5210.622559
	Iteration 18Q: 3 clusters Score -4771492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4771527.000000 Penalty: 5210.622559
	Iteration 19Q: 3 clusters Score -4771527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4771549.500000 Penalty: 5210.622559
	Iteration 20F: 3 clusters Score -4771550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4771575.500000 Penalty: 5210.622559
	Iteration 21Q: 3 clusters Score -4771576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4771583.500000 Penalty: 5210.622559
	Iteration 22Q: 3 clusters Score -4771584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4771586.000000 Penalty: 5210.622559
	Iteration 23Q: 3 clusters Score -4771586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4771586.000000 Penalty: 5210.622559
	Iteration 24Q: 3 clusters Score -4771586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4771586.000000 Penalty: 5210.622559
	Iteration 25F: 3 clusters Score -4771586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -673868.312500 Penalty: 2132.861084
	Iteration 0F: 2 clusters Score -673868.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -669120.000000 Penalty: 4265.722168
	Iteration 0F: 3 clusters Score -669120 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -670483.625000 Penalty: 4265.722168
	Iteration 1F: 3 clusters Score -670483.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -671002.562500 Penalty: 4265.722168
	Iteration 2F: 3 clusters Score -671002.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -671531.375000 Penalty: 4265.722168
	Iteration 3F: 3 clusters Score -671531.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -672147.250000 Penalty: 4265.722168
	Iteration 4F: 3 clusters Score -672147.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -672694.125000 Penalty: 4265.722168
	Iteration 5F: 3 clusters Score -672694.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -673250.500000 Penalty: 4265.722168
	Iteration 6F: 3 clusters Score -673250.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -673707.625000 Penalty: 4265.722168
	Iteration 7F: 3 clusters Score -673707.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -674057.312500 Penalty: 4265.722168
	Iteration 8F: 3 clusters Score -674057.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -674300.000000 Penalty: 4265.722168
	Iteration 9Q: 3 clusters Score -674300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -674476.062500 Penalty: 4265.722168
	Iteration 10Q: 3 clusters Score -674476.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -674610.875000 Penalty: 4265.722168
	Iteration 11Q: 3 clusters Score -674610.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -674689.000000 Penalty: 4265.722168
	Iteration 12Q: 3 clusters Score -674689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -674747.375000 Penalty: 4265.722168
	Iteration 13Q: 3 clusters Score -674747.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -674781.812500 Penalty: 4265.722168
	Iteration 14Q: 3 clusters Score -674781.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -674824.875000 Penalty: 4265.722168
	Iteration 15Q: 3 clusters Score -674824.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -674848.062500 Penalty: 4265.722168
	Iteration 16Q: 3 clusters Score -674848.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -674863.937500 Penalty: 4265.722168
	Iteration 17Q: 3 clusters Score -674863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -674890.312500 Penalty: 4265.722168
	Iteration 18Q: 3 clusters Score -674890.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -674906.437500 Penalty: 4265.722168
	Iteration 19Q: 3 clusters Score -674906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -675010.937500 Penalty: 4265.722168
	Iteration 20F: 3 clusters Score -675010.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -675088.500000 Penalty: 4265.722168
	Iteration 21Q: 3 clusters Score -675088.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -675105.625000 Penalty: 4265.722168
	Iteration 22Q: 3 clusters Score -675105.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -675113.812500 Penalty: 4265.722168
	Iteration 23Q: 3 clusters Score -675113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -675115.187500 Penalty: 4265.722168
	Iteration 24Q: 3 clusters Score -675115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -675116.250000 Penalty: 4265.722168
	Iteration 25Q: 3 clusters Score -675116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -675116.937500 Penalty: 4265.722168
	Iteration 26Q: 3 clusters Score -675116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -675117.875000 Penalty: 4265.722168
	Iteration 27Q: 3 clusters Score -675117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -675119.000000 Penalty: 4265.722168
	Iteration 28Q: 3 clusters Score -675119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -675118.312500 Penalty: 4265.722168
	Iteration 29Q: 3 clusters Score -675118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -675120.812500 Penalty: 4265.722168
	Iteration 30Q: 3 clusters Score -675120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -675120.812500 Penalty: 4265.722168
	Iteration 31F: 3 clusters Score -675120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37889 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178913 members 
Mstep: Class 6 contains 201739 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 23392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 173864 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 159302 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 182309 members 
Entering Unmasked Estep 
Score: -166442608.000000 Penalty: 76877.992188
Splitting cluster 8 changes total score from -166442128.000000 to -166442608.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (16423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Entering Unmasked Estep 
Score: -2143796.000000 Penalty: 2407.196533
	Iteration 0F: 2 clusters Score -2143796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2131985.000000 Penalty: 4814.393066
	Iteration 0F: 3 clusters Score -2131985 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2135647.750000 Penalty: 4814.393066
	Iteration 1F: 3 clusters Score -2135648 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2135995.000000 Penalty: 4814.393066
	Iteration 2F: 3 clusters Score -2135995 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2136315.500000 Penalty: 4814.393066
	Iteration 3Q: 3 clusters Score -2136316 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2136617.000000 Penalty: 4814.393066
	Iteration 4Q: 3 clusters Score -2136617 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2136932.500000 Penalty: 4814.393066
	Iteration 5Q: 3 clusters Score -2136932 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2137275.000000 Penalty: 4814.393066
	Iteration 6Q: 3 clusters Score -2137275 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2137648.500000 Penalty: 4814.393066
	Iteration 7Q: 3 clusters Score -2137648 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2138012.000000 Penalty: 4814.393066
	Iteration 8Q: 3 clusters Score -2138012 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2138372.750000 Penalty: 4814.393066
	Iteration 9Q: 3 clusters Score -2138373 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2138728.250000 Penalty: 4814.393066
	Iteration 10Q: 3 clusters Score -2138728 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2139027.750000 Penalty: 4814.393066
	Iteration 11Q: 3 clusters Score -2139028 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2139306.750000 Penalty: 4814.393066
	Iteration 12Q: 3 clusters Score -2139307 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2139535.750000 Penalty: 4814.393066
	Iteration 13Q: 3 clusters Score -2139536 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2139735.500000 Penalty: 4814.393066
	Iteration 14Q: 3 clusters Score -2139736 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2139907.250000 Penalty: 4814.393066
	Iteration 15Q: 3 clusters Score -2139907 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2140082.000000 Penalty: 4814.393066
	Iteration 16Q: 3 clusters Score -2140082 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2140261.250000 Penalty: 4814.393066
	Iteration 17Q: 3 clusters Score -2140261 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2140435.500000 Penalty: 4814.393066
	Iteration 18Q: 3 clusters Score -2140436 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2140599.000000 Penalty: 4814.393066
	Iteration 19Q: 3 clusters Score -2140599 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2140749.250000 Penalty: 4814.393066
	Iteration 20F: 3 clusters Score -2140749 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2140905.000000 Penalty: 4814.393066
	Iteration 21Q: 3 clusters Score -2140905 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2141029.750000 Penalty: 4814.393066
	Iteration 22Q: 3 clusters Score -2141030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2141125.250000 Penalty: 4814.393066
	Iteration 23Q: 3 clusters Score -2141125 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2141199.000000 Penalty: 4814.393066
	Iteration 24Q: 3 clusters Score -2141199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2141279.000000 Penalty: 4814.393066
	Iteration 25Q: 3 clusters Score -2141279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2141356.500000 Penalty: 4814.393066
	Iteration 26Q: 3 clusters Score -2141356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2141415.500000 Penalty: 4814.393066
	Iteration 27Q: 3 clusters Score -2141416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2141464.000000 Penalty: 4814.393066
	Iteration 28Q: 3 clusters Score -2141464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2141497.250000 Penalty: 4814.393066
	Iteration 29Q: 3 clusters Score -2141497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2141531.750000 Penalty: 4814.393066
	Iteration 30Q: 3 clusters Score -2141532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2141559.250000 Penalty: 4814.393066
	Iteration 31Q: 3 clusters Score -2141559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2141588.750000 Penalty: 4814.393066
	Iteration 32Q: 3 clusters Score -2141589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2141608.750000 Penalty: 4814.393066
	Iteration 33Q: 3 clusters Score -2141609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2141620.250000 Penalty: 4814.393066
	Iteration 34Q: 3 clusters Score -2141620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2141636.000000 Penalty: 4814.393066
	Iteration 35Q: 3 clusters Score -2141636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2141651.750000 Penalty: 4814.393066
	Iteration 36Q: 3 clusters Score -2141652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2141668.500000 Penalty: 4814.393066
	Iteration 37Q: 3 clusters Score -2141668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2141680.500000 Penalty: 4814.393066
	Iteration 38Q: 3 clusters Score -2141680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2141698.750000 Penalty: 4814.393066
	Iteration 39Q: 3 clusters Score -2141699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2141714.250000 Penalty: 4814.393066
	Iteration 40F: 3 clusters Score -2141714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2141723.000000 Penalty: 4814.393066
	Iteration 41Q: 3 clusters Score -2141723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2141725.750000 Penalty: 4814.393066
	Iteration 42Q: 3 clusters Score -2141726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2141729.000000 Penalty: 4814.393066
	Iteration 43Q: 3 clusters Score -2141729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2141730.750000 Penalty: 4814.393066
	Iteration 44Q: 3 clusters Score -2141731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2141735.250000 Penalty: 4814.393066
	Iteration 45Q: 3 clusters Score -2141735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2141734.000000 Penalty: 4814.393066
	Iteration 46Q: 3 clusters Score -2141734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2141738.000000 Penalty: 4814.393066
	Iteration 47Q: 3 clusters Score -2141738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2141743.750000 Penalty: 4814.393066
	Iteration 48Q: 3 clusters Score -2141744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2141749.250000 Penalty: 4814.393066
	Iteration 49Q: 3 clusters Score -2141749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2141753.000000 Penalty: 4814.393066
	Iteration 50Q: 3 clusters Score -2141753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2141756.000000 Penalty: 4814.393066
	Iteration 51Q: 3 clusters Score -2141756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2141760.500000 Penalty: 4814.393066
	Iteration 52Q: 3 clusters Score -2141760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2141761.500000 Penalty: 4814.393066
	Iteration 53Q: 3 clusters Score -2141762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2141763.500000 Penalty: 4814.393066
	Iteration 54Q: 3 clusters Score -2141764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2141763.000000 Penalty: 4814.393066
	Iteration 55Q: 3 clusters Score -2141763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2141765.250000 Penalty: 4814.393066
	Iteration 56Q: 3 clusters Score -2141765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2141767.500000 Penalty: 4814.393066
	Iteration 57Q: 3 clusters Score -2141768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2141769.000000 Penalty: 4814.393066
	Iteration 58Q: 3 clusters Score -2141769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2141770.750000 Penalty: 4814.393066
	Iteration 59Q: 3 clusters Score -2141771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2141770.500000 Penalty: 4814.393066
	Iteration 60F: 3 clusters Score -2141770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Entering Unmasked Estep 
Score: -2759384.750000 Penalty: 2473.399902
	Iteration 0F: 2 clusters Score -2759385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2744474.000000 Penalty: 4946.799805
	Iteration 0F: 3 clusters Score -2744474 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2750103.000000 Penalty: 4946.799805
	Iteration 1F: 3 clusters Score -2750103 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2751019.750000 Penalty: 4946.799805
	Iteration 2F: 3 clusters Score -2751020 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2751938.750000 Penalty: 4946.799805
	Iteration 3F: 3 clusters Score -2751939 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2752825.250000 Penalty: 4946.799805
	Iteration 4F: 3 clusters Score -2752825 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2753764.500000 Penalty: 4946.799805
	Iteration 5F: 3 clusters Score -2753764 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2754711.500000 Penalty: 4946.799805
	Iteration 6F: 3 clusters Score -2754712 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2755645.500000 Penalty: 4946.799805
	Iteration 7F: 3 clusters Score -2755646 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2756439.250000 Penalty: 4946.799805
	Iteration 8F: 3 clusters Score -2756439 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2756897.500000 Penalty: 4946.799805
	Iteration 9Q: 3 clusters Score -2756898 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2757106.500000 Penalty: 4946.799805
	Iteration 10Q: 3 clusters Score -2757106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2757194.000000 Penalty: 4946.799805
	Iteration 11Q: 3 clusters Score -2757194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2757246.000000 Penalty: 4946.799805
	Iteration 12Q: 3 clusters Score -2757246 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2757282.250000 Penalty: 4946.799805
	Iteration 13Q: 3 clusters Score -2757282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2757302.500000 Penalty: 4946.799805
	Iteration 14Q: 3 clusters Score -2757302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2757321.000000 Penalty: 4946.799805
	Iteration 15Q: 3 clusters Score -2757321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2757327.750000 Penalty: 4946.799805
	Iteration 16Q: 3 clusters Score -2757328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2757339.000000 Penalty: 4946.799805
	Iteration 17Q: 3 clusters Score -2757339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2757348.750000 Penalty: 4946.799805
	Iteration 18Q: 3 clusters Score -2757349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2757358.500000 Penalty: 4946.799805
	Iteration 19Q: 3 clusters Score -2757358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2757366.750000 Penalty: 4946.799805
	Iteration 20F: 3 clusters Score -2757367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2757378.750000 Penalty: 4946.799805
	Iteration 21Q: 3 clusters Score -2757379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2757388.500000 Penalty: 4946.799805
	Iteration 22Q: 3 clusters Score -2757388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2757398.250000 Penalty: 4946.799805
	Iteration 23Q: 3 clusters Score -2757398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2757406.000000 Penalty: 4946.799805
	Iteration 24Q: 3 clusters Score -2757406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2757412.000000 Penalty: 4946.799805
	Iteration 25Q: 3 clusters Score -2757412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2757408.750000 Penalty: 4946.799805
	Iteration 26Q: 3 clusters Score -2757409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2757414.500000 Penalty: 4946.799805
	Iteration 27Q: 3 clusters Score -2757414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2757410.250000 Penalty: 4946.799805
	Iteration 28Q: 3 clusters Score -2757410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2757412.750000 Penalty: 4946.799805
	Iteration 29Q: 3 clusters Score -2757413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2757415.250000 Penalty: 4946.799805
	Iteration 30Q: 3 clusters Score -2757415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2757413.500000 Penalty: 4946.799805
	Iteration 31Q: 3 clusters Score -2757414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2757416.500000 Penalty: 4946.799805
	Iteration 32Q: 3 clusters Score -2757416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2757418.500000 Penalty: 4946.799805
	Iteration 33Q: 3 clusters Score -2757418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2757422.000000 Penalty: 4946.799805
	Iteration 34Q: 3 clusters Score -2757422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2757427.500000 Penalty: 4946.799805
	Iteration 35Q: 3 clusters Score -2757428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2757426.500000 Penalty: 4946.799805
	Iteration 36Q: 3 clusters Score -2757426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2757425.000000 Penalty: 4946.799805
	Iteration 37Q: 3 clusters Score -2757425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2757433.250000 Penalty: 4946.799805
	Iteration 38Q: 3 clusters Score -2757433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2757432.500000 Penalty: 4946.799805
	Iteration 39Q: 3 clusters Score -2757432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2757430.500000 Penalty: 4946.799805
	Iteration 40F: 3 clusters Score -2757430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2757441.250000 Penalty: 4946.799805
	Iteration 41Q: 3 clusters Score -2757441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2757434.750000 Penalty: 4946.799805
	Iteration 42Q: 3 clusters Score -2757435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2757445.000000 Penalty: 4946.799805
	Iteration 43Q: 3 clusters Score -2757445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2757445.500000 Penalty: 4946.799805
	Iteration 44Q: 3 clusters Score -2757446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2757450.250000 Penalty: 4946.799805
	Iteration 45Q: 3 clusters Score -2757450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2757454.000000 Penalty: 4946.799805
	Iteration 46Q: 3 clusters Score -2757454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2757453.500000 Penalty: 4946.799805
	Iteration 47Q: 3 clusters Score -2757454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2757458.000000 Penalty: 4946.799805
	Iteration 48Q: 3 clusters Score -2757458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2757468.750000 Penalty: 4946.799805
	Iteration 49Q: 3 clusters Score -2757469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2757470.750000 Penalty: 4946.799805
	Iteration 50Q: 3 clusters Score -2757471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2757471.000000 Penalty: 4946.799805
	Iteration 51Q: 3 clusters Score -2757471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2757473.500000 Penalty: 4946.799805
	Iteration 52Q: 3 clusters Score -2757474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2757474.250000 Penalty: 4946.799805
	Iteration 53Q: 3 clusters Score -2757474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2757470.750000 Penalty: 4946.799805
	Iteration 54Q: 3 clusters Score -2757471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2757475.000000 Penalty: 4946.799805
	Iteration 55Q: 3 clusters Score -2757475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2757476.750000 Penalty: 4946.799805
	Iteration 56Q: 3 clusters Score -2757477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2757473.000000 Penalty: 4946.799805
	Iteration 57Q: 3 clusters Score -2757473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2757474.750000 Penalty: 4946.799805
	Iteration 58Q: 3 clusters Score -2757475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2757478.250000 Penalty: 4946.799805
	Iteration 59Q: 3 clusters Score -2757478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2757472.000000 Penalty: 4946.799805
	Iteration 60F: 3 clusters Score -2757472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2757472.000000 Penalty: 4946.799805
	Iteration 61Q: 3 clusters Score -2757472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2757472.250000 Penalty: 4946.799805
	Iteration 62Q: 3 clusters Score -2757472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2757470.250000 Penalty: 4946.799805
	Iteration 63Q: 3 clusters Score -2757470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2757468.250000 Penalty: 4946.799805
	Iteration 64Q: 3 clusters Score -2757468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2757474.750000 Penalty: 4946.799805
	Iteration 65Q: 3 clusters Score -2757475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2757475.000000 Penalty: 4946.799805
	Iteration 66Q: 3 clusters Score -2757475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2757479.500000 Penalty: 4946.799805
	Iteration 67Q: 3 clusters Score -2757480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2757481.250000 Penalty: 4946.799805
	Iteration 68Q: 3 clusters Score -2757481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2757481.000000 Penalty: 4946.799805
	Iteration 69Q: 3 clusters Score -2757481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2757480.500000 Penalty: 4946.799805
	Iteration 70Q: 3 clusters Score -2757480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2757478.750000 Penalty: 4946.799805
	Iteration 71Q: 3 clusters Score -2757479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2757477.500000 Penalty: 4946.799805
	Iteration 72Q: 3 clusters Score -2757478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2757480.500000 Penalty: 4946.799805
	Iteration 73Q: 3 clusters Score -2757480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2757482.000000 Penalty: 4946.799805
	Iteration 74Q: 3 clusters Score -2757482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2757480.500000 Penalty: 4946.799805
	Iteration 75Q: 3 clusters Score -2757480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2757479.750000 Penalty: 4946.799805
	Iteration 76Q: 3 clusters Score -2757480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2757486.000000 Penalty: 4946.799805
	Iteration 77Q: 3 clusters Score -2757486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2757482.000000 Penalty: 4946.799805
	Iteration 78Q: 3 clusters Score -2757482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2757487.500000 Penalty: 4946.799805
	Iteration 79Q: 3 clusters Score -2757488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2757490.000000 Penalty: 4946.799805
	Iteration 80F: 3 clusters Score -2757490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2757492.250000 Penalty: 4946.799805
	Iteration 81Q: 3 clusters Score -2757492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2757495.250000 Penalty: 4946.799805
	Iteration 82Q: 3 clusters Score -2757495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2757497.250000 Penalty: 4946.799805
	Iteration 83Q: 3 clusters Score -2757497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2757494.250000 Penalty: 4946.799805
	Iteration 84Q: 3 clusters Score -2757494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2757498.000000 Penalty: 4946.799805
	Iteration 85Q: 3 clusters Score -2757498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2757502.250000 Penalty: 4946.799805
	Iteration 86Q: 3 clusters Score -2757502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2757503.000000 Penalty: 4946.799805
	Iteration 87Q: 3 clusters Score -2757503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2757502.000000 Penalty: 4946.799805
	Iteration 88Q: 3 clusters Score -2757502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2757499.000000 Penalty: 4946.799805
	Iteration 89Q: 3 clusters Score -2757499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2757502.250000 Penalty: 4946.799805
	Iteration 90Q: 3 clusters Score -2757502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2757505.750000 Penalty: 4946.799805
	Iteration 91Q: 3 clusters Score -2757506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2757510.500000 Penalty: 4946.799805
	Iteration 92Q: 3 clusters Score -2757510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2757507.000000 Penalty: 4946.799805
	Iteration 93Q: 3 clusters Score -2757507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2757506.500000 Penalty: 4946.799805
	Iteration 94Q: 3 clusters Score -2757506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2757506 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2757505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2757506 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2757507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2757501.250000 Penalty: 4946.799805
	Iteration 99Q: 3 clusters Score -2757501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2757510.750000 Penalty: 4946.799805
	Iteration 100F: 3 clusters Score -2757511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2757517.250000 Penalty: 4946.799805
	Iteration 101Q: 3 clusters Score -2757517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2757515.500000 Penalty: 4946.799805
	Iteration 102Q: 3 clusters Score -2757516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2757516.750000 Penalty: 4946.799805
	Iteration 103Q: 3 clusters Score -2757517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2757513.750000 Penalty: 4946.799805
	Iteration 104Q: 3 clusters Score -2757514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2757514 nChanged 4
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Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 15029 members 
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	Iteration 106Q: 3 clusters Score -2757517 nChanged 2
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Mstep: Class 1 contains 6417 members 
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	Iteration 107Q: 3 clusters Score -2757515 nChanged 2
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Mstep: Class 1 contains 6415 members 
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	Iteration 108Q: 3 clusters Score -2757519 nChanged 2
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Mstep: Class 1 contains 6413 members 
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	Iteration 109Q: 3 clusters Score -2757515 nChanged 3
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Mstep: Class 1 contains 6410 members 
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	Iteration 110Q: 3 clusters Score -2757515 nChanged 4
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Mstep: Class 1 contains 6406 members 
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	Iteration 111Q: 3 clusters Score -2757515 nChanged 4
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Mstep: Class 1 contains 6402 members 
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	Iteration 112Q: 3 clusters Score -2757516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2757517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2757517 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2757516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
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Entering Unmasked Estep 
Score: -2757514.750000 Penalty: 4946.799805
	Iteration 116Q: 3 clusters Score -2757515 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6381 members 
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Entering Unmasked Estep 
Score: -2757512.250000 Penalty: 4946.799805
	Iteration 117Q: 3 clusters Score -2757512 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2757511.000000 Penalty: 4946.799805
	Iteration 118Q: 3 clusters Score -2757511 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6375 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2757511 nChanged 1
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2757511 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6373 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2757514 nChanged 2
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Mstep: Class 1 contains 6371 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2757514 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2757514.500000 Penalty: 4946.799805
	Iteration 123Q: 3 clusters Score -2757514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2757515.750000 Penalty: 4946.799805
	Iteration 124Q: 3 clusters Score -2757516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2757516.000000 Penalty: 4946.799805
	Iteration 125Q: 3 clusters Score -2757516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2757515.000000 Penalty: 4946.799805
	Iteration 126Q: 3 clusters Score -2757515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2757515.500000 Penalty: 4946.799805
	Iteration 127Q: 3 clusters Score -2757516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2757513.250000 Penalty: 4946.799805
	Iteration 128Q: 3 clusters Score -2757513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2757512.500000 Penalty: 4946.799805
	Iteration 129Q: 3 clusters Score -2757512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2757514.000000 Penalty: 4946.799805
	Iteration 130Q: 3 clusters Score -2757514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2757511.250000 Penalty: 4946.799805
	Iteration 131Q: 3 clusters Score -2757511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2757512.500000 Penalty: 4946.799805
	Iteration 132Q: 3 clusters Score -2757512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2757517.500000 Penalty: 4946.799805
	Iteration 133Q: 3 clusters Score -2757518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2757518.500000 Penalty: 4946.799805
	Iteration 134Q: 3 clusters Score -2757518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2757522.750000 Penalty: 4946.799805
	Iteration 135Q: 3 clusters Score -2757523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2757515.000000 Penalty: 4946.799805
	Iteration 136Q: 3 clusters Score -2757515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2757515.250000 Penalty: 4946.799805
	Iteration 137Q: 3 clusters Score -2757515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2757518.750000 Penalty: 4946.799805
	Iteration 138Q: 3 clusters Score -2757519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2757518.500000 Penalty: 4946.799805
	Iteration 139Q: 3 clusters Score -2757518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2757517.500000 Penalty: 4946.799805
	Iteration 140F: 3 clusters Score -2757518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Entering Unmasked Estep 
Score: -3045558.500000 Penalty: 2494.916992
	Iteration 0F: 2 clusters Score -3045558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3029326.750000 Penalty: 4989.833984
	Iteration 0F: 3 clusters Score -3029327 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3034832.250000 Penalty: 4989.833984
	Iteration 1F: 3 clusters Score -3034832 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3035241.000000 Penalty: 4989.833984
	Iteration 2Q: 3 clusters Score -3035241 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3035658.000000 Penalty: 4989.833984
	Iteration 3Q: 3 clusters Score -3035658 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3036087.250000 Penalty: 4989.833984
	Iteration 4Q: 3 clusters Score -3036087 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3036572.500000 Penalty: 4989.833984
	Iteration 5Q: 3 clusters Score -3036572 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3037082.750000 Penalty: 4989.833984
	Iteration 6Q: 3 clusters Score -3037083 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3037651.500000 Penalty: 4989.833984
	Iteration 7Q: 3 clusters Score -3037652 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3038243.750000 Penalty: 4989.833984
	Iteration 8Q: 3 clusters Score -3038244 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3038922.250000 Penalty: 4989.833984
	Iteration 9Q: 3 clusters Score -3038922 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3039767.750000 Penalty: 4989.833984
	Iteration 10F: 3 clusters Score -3039768 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3040567.500000 Penalty: 4989.833984
	Iteration 11F: 3 clusters Score -3040568 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3041140.750000 Penalty: 4989.833984
	Iteration 12Q: 3 clusters Score -3041141 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3041495.500000 Penalty: 4989.833984
	Iteration 13Q: 3 clusters Score -3041496 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3041676.750000 Penalty: 4989.833984
	Iteration 14Q: 3 clusters Score -3041677 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3041818.500000 Penalty: 4989.833984
	Iteration 15Q: 3 clusters Score -3041818 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3041896.750000 Penalty: 4989.833984
	Iteration 16Q: 3 clusters Score -3041897 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3041973.500000 Penalty: 4989.833984
	Iteration 17Q: 3 clusters Score -3041974 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3042025.250000 Penalty: 4989.833984
	Iteration 18Q: 3 clusters Score -3042025 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3042093.000000 Penalty: 4989.833984
	Iteration 19Q: 3 clusters Score -3042093 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3042151.500000 Penalty: 4989.833984
	Iteration 20F: 3 clusters Score -3042152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3042217.500000 Penalty: 4989.833984
	Iteration 21Q: 3 clusters Score -3042218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3042249.750000 Penalty: 4989.833984
	Iteration 22Q: 3 clusters Score -3042250 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3042299.500000 Penalty: 4989.833984
	Iteration 23Q: 3 clusters Score -3042300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3042350.250000 Penalty: 4989.833984
	Iteration 24Q: 3 clusters Score -3042350 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3042409.750000 Penalty: 4989.833984
	Iteration 25Q: 3 clusters Score -3042410 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3042444.750000 Penalty: 4989.833984
	Iteration 26Q: 3 clusters Score -3042445 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3042488.000000 Penalty: 4989.833984
	Iteration 27Q: 3 clusters Score -3042488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3042569.500000 Penalty: 4989.833984
	Iteration 28Q: 3 clusters Score -3042570 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3042643.500000 Penalty: 4989.833984
	Iteration 29Q: 3 clusters Score -3042644 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3042710.250000 Penalty: 4989.833984
	Iteration 30Q: 3 clusters Score -3042710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3042784.750000 Penalty: 4989.833984
	Iteration 31Q: 3 clusters Score -3042785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3042831.000000 Penalty: 4989.833984
	Iteration 32Q: 3 clusters Score -3042831 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3042889.750000 Penalty: 4989.833984
	Iteration 33Q: 3 clusters Score -3042890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3042948.750000 Penalty: 4989.833984
	Iteration 34Q: 3 clusters Score -3042949 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3042996.500000 Penalty: 4989.833984
	Iteration 35Q: 3 clusters Score -3042996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3043050.750000 Penalty: 4989.833984
	Iteration 36Q: 3 clusters Score -3043051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3043088.500000 Penalty: 4989.833984
	Iteration 37Q: 3 clusters Score -3043088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3043126.000000 Penalty: 4989.833984
	Iteration 38Q: 3 clusters Score -3043126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3043174.750000 Penalty: 4989.833984
	Iteration 39Q: 3 clusters Score -3043175 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3043194.750000 Penalty: 4989.833984
	Iteration 40F: 3 clusters Score -3043195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3043221.000000 Penalty: 4989.833984
	Iteration 41Q: 3 clusters Score -3043221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3043251.000000 Penalty: 4989.833984
	Iteration 42Q: 3 clusters Score -3043251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3043289.750000 Penalty: 4989.833984
	Iteration 43Q: 3 clusters Score -3043290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3043308.500000 Penalty: 4989.833984
	Iteration 44Q: 3 clusters Score -3043308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3043337.750000 Penalty: 4989.833984
	Iteration 45Q: 3 clusters Score -3043338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3043358.250000 Penalty: 4989.833984
	Iteration 46Q: 3 clusters Score -3043358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3043383.750000 Penalty: 4989.833984
	Iteration 47Q: 3 clusters Score -3043384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3043400.750000 Penalty: 4989.833984
	Iteration 48Q: 3 clusters Score -3043401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3043433.500000 Penalty: 4989.833984
	Iteration 49Q: 3 clusters Score -3043434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3043468.750000 Penalty: 4989.833984
	Iteration 50Q: 3 clusters Score -3043469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3043496.250000 Penalty: 4989.833984
	Iteration 51Q: 3 clusters Score -3043496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3043510.250000 Penalty: 4989.833984
	Iteration 52Q: 3 clusters Score -3043510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3043520.500000 Penalty: 4989.833984
	Iteration 53Q: 3 clusters Score -3043520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3043530.750000 Penalty: 4989.833984
	Iteration 54Q: 3 clusters Score -3043531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3043543.000000 Penalty: 4989.833984
	Iteration 55Q: 3 clusters Score -3043543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3043556.500000 Penalty: 4989.833984
	Iteration 56Q: 3 clusters Score -3043556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3043556.500000 Penalty: 4989.833984
	Iteration 57Q: 3 clusters Score -3043556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3043578.250000 Penalty: 4989.833984
	Iteration 58Q: 3 clusters Score -3043578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3043580.500000 Penalty: 4989.833984
	Iteration 59Q: 3 clusters Score -3043580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3043596.000000 Penalty: 4989.833984
	Iteration 60F: 3 clusters Score -3043596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3043604.500000 Penalty: 4989.833984
	Iteration 61Q: 3 clusters Score -3043604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3043620.500000 Penalty: 4989.833984
	Iteration 62Q: 3 clusters Score -3043620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3043632.750000 Penalty: 4989.833984
	Iteration 63Q: 3 clusters Score -3043633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3043646.250000 Penalty: 4989.833984
	Iteration 64Q: 3 clusters Score -3043646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3043655.500000 Penalty: 4989.833984
	Iteration 65Q: 3 clusters Score -3043656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3043672.250000 Penalty: 4989.833984
	Iteration 66Q: 3 clusters Score -3043672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3043675.250000 Penalty: 4989.833984
	Iteration 67Q: 3 clusters Score -3043675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3043680.250000 Penalty: 4989.833984
	Iteration 68Q: 3 clusters Score -3043680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3043683.250000 Penalty: 4989.833984
	Iteration 69Q: 3 clusters Score -3043683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3043694.750000 Penalty: 4989.833984
	Iteration 70Q: 3 clusters Score -3043695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3043696.500000 Penalty: 4989.833984
	Iteration 71Q: 3 clusters Score -3043696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3043702.750000 Penalty: 4989.833984
	Iteration 72Q: 3 clusters Score -3043703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3043701.250000 Penalty: 4989.833984
	Iteration 73Q: 3 clusters Score -3043701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3043704.000000 Penalty: 4989.833984
	Iteration 74Q: 3 clusters Score -3043704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3043704.500000 Penalty: 4989.833984
	Iteration 75Q: 3 clusters Score -3043704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3043703.500000 Penalty: 4989.833984
	Iteration 76Q: 3 clusters Score -3043704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3043706.000000 Penalty: 4989.833984
	Iteration 77Q: 3 clusters Score -3043706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3043705.500000 Penalty: 4989.833984
	Iteration 78Q: 3 clusters Score -3043706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3043700.250000 Penalty: 4989.833984
	Iteration 79Q: 3 clusters Score -3043700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3043698.250000 Penalty: 4989.833984
	Iteration 80F: 3 clusters Score -3043698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3043702.500000 Penalty: 4989.833984
	Iteration 81Q: 3 clusters Score -3043702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3043702.500000 Penalty: 4989.833984
	Iteration 82F: 3 clusters Score -3043702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61408.328125 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61408.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59920.601562 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59920.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60233.640625 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60233.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60591.492188 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60591.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61293.535156 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -61293.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61882.335938 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -61882.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -61991.238281 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -61991.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62043.902344 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -62043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62066.156250 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -62066.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62066.156250 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -62066.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37889 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178913 members 
Mstep: Class 6 contains 201739 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 23392 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 173864 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 159302 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 182309 members 
Mstep: Class 23 contains 132 members 
Entering Unmasked Estep 
Score: -166441392.000000 Penalty: 80372.445312
Splitting cluster 12 changes total score from -166442128.000000 to -166441392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -67559.125000 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -67559.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66003.828125 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66003.83 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66415.359375 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66415.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66598.539062 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -66598.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66756.445312 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -66756.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66975.335938 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -66975.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67295.757812 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67295.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67517.320312 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67517.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67560.359375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67560.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67587.617188 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67587.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67604.296875 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67629.796875 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67688.039062 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67688.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67748.523438 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67748.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67814.226562 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67814.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67851.000000 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67853.906250 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67853.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67857.992188 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -67857.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67861.828125 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -67861.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67866.687500 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -67866.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67866.687500 Penalty: 3246.493408
	Iteration 19F: 3 clusters Score -67866.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37889 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178913 members 
Mstep: Class 6 contains 201739 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 23392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 396 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 173864 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 159302 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 182309 members 
Mstep: Class 23 contains 300 members 
Entering Unmasked Estep 
Score: -166441216.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166442128.000000 to -166441216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (175132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Entering Unmasked Estep 
Score: -22496614.000000 Penalty: 2994.177246
	Iteration 0F: 2 clusters Score -2.249661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -22379930.000000 Penalty: 5988.354492
	Iteration 0F: 3 clusters Score -2.237993e+07 nChanged 83765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -22427482.000000 Penalty: 5988.354492
	Iteration 1F: 3 clusters Score -2.242748e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -22428348.000000 Penalty: 5988.354492
	Iteration 2Q: 3 clusters Score -2.242835e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -22429792.000000 Penalty: 5988.354492
	Iteration 3Q: 3 clusters Score -2.242979e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -22431840.000000 Penalty: 5988.354492
	Iteration 4Q: 3 clusters Score -2.243184e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -22435924.000000 Penalty: 5988.354492
	Iteration 5Q: 3 clusters Score -2.243592e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123577 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -22444218.000000 Penalty: 5988.354492
	Iteration 6F: 3 clusters Score -2.244422e+07 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -22458388.000000 Penalty: 5988.354492
	Iteration 7F: 3 clusters Score -2.245839e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -22475734.000000 Penalty: 5988.354492
	Iteration 8F: 3 clusters Score -2.247573e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -22487924.000000 Penalty: 5988.354492
	Iteration 9F: 3 clusters Score -2.248792e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22492492.000000 Penalty: 5988.354492
	Iteration 10Q: 3 clusters Score -2.249249e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174577 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -22493566.000000 Penalty: 5988.354492
	Iteration 11Q: 3 clusters Score -2.249357e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22493838.000000 Penalty: 5988.354492
	Iteration 12Q: 3 clusters Score -2.249384e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22493942.000000 Penalty: 5988.354492
	Iteration 13Q: 3 clusters Score -2.249394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22494002.000000 Penalty: 5988.354492
	Iteration 14Q: 3 clusters Score -2.2494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22494076.000000 Penalty: 5988.354492
	Iteration 15Q: 3 clusters Score -2.249408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22494076.000000 Penalty: 5988.354492
	Iteration 16Q: 3 clusters Score -2.249408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22494102.000000 Penalty: 5988.354492
	Iteration 17Q: 3 clusters Score -2.24941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174914 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22494106.000000 Penalty: 5988.354492
	Iteration 18Q: 3 clusters Score -2.249411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174913 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22494116.000000 Penalty: 5988.354492
	Iteration 19Q: 3 clusters Score -2.249412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22494126.000000 Penalty: 5988.354492
	Iteration 20F: 3 clusters Score -2.249413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22494128.000000 Penalty: 5988.354492
	Iteration 21Q: 3 clusters Score -2.249413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22494128.000000 Penalty: 5988.354492
	Iteration 22F: 3 clusters Score -2.249413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -74582.929688 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -74582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73006.593750 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -73006.59 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73216.015625 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -73216.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73290.195312 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -73290.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73321.703125 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -73321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73330.421875 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -73330.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73337.843750 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -73337.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73339.968750 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -73339.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73343.390625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -73343.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73348.906250 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -73348.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73349.750000 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -73349.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73349.750000 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -73349.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Entering Unmasked Estep 
Score: -9608827.000000 Penalty: 2789.825928
	Iteration 0F: 2 clusters Score -9608827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -9557496.000000 Penalty: 5579.651855
	Iteration 0F: 3 clusters Score -9557496 nChanged 36001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -9578271.000000 Penalty: 5579.651855
	Iteration 1F: 3 clusters Score -9578271 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -9579455.000000 Penalty: 5579.651855
	Iteration 2Q: 3 clusters Score -9579455 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -9581047.000000 Penalty: 5579.651855
	Iteration 3Q: 3 clusters Score -9581047 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9583297.000000 Penalty: 5579.651855
	Iteration 4F: 3 clusters Score -9583297 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -9586881.000000 Penalty: 5579.651855
	Iteration 5F: 3 clusters Score -9586881 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -9591142.000000 Penalty: 5579.651855
	Iteration 6F: 3 clusters Score -9591142 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9595559.000000 Penalty: 5579.651855
	Iteration 7F: 3 clusters Score -9595559 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -9599328.000000 Penalty: 5579.651855
	Iteration 8F: 3 clusters Score -9599328 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -9602401.000000 Penalty: 5579.651855
	Iteration 9Q: 3 clusters Score -9602401 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -9604286.000000 Penalty: 5579.651855
	Iteration 10Q: 3 clusters Score -9604286 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -9605254.000000 Penalty: 5579.651855
	Iteration 11Q: 3 clusters Score -9605254 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -9605705.000000 Penalty: 5579.651855
	Iteration 12Q: 3 clusters Score -9605705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -9605915.000000 Penalty: 5579.651855
	Iteration 13Q: 3 clusters Score -9605915 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9606024.000000 Penalty: 5579.651855
	Iteration 14Q: 3 clusters Score -9606024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -9606132.000000 Penalty: 5579.651855
	Iteration 15Q: 3 clusters Score -9606132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -9606189.000000 Penalty: 5579.651855
	Iteration 16Q: 3 clusters Score -9606189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -9606242.000000 Penalty: 5579.651855
	Iteration 17Q: 3 clusters Score -9606242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -9606276.000000 Penalty: 5579.651855
	Iteration 18Q: 3 clusters Score -9606276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -9606292.000000 Penalty: 5579.651855
	Iteration 19Q: 3 clusters Score -9606292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9606300.000000 Penalty: 5579.651855
	Iteration 20F: 3 clusters Score -9606300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -9606320.000000 Penalty: 5579.651855
	Iteration 21Q: 3 clusters Score -9606320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -9606338.000000 Penalty: 5579.651855
	Iteration 22Q: 3 clusters Score -9606338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -9606354.000000 Penalty: 5579.651855
	Iteration 23Q: 3 clusters Score -9606354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -9606368.000000 Penalty: 5579.651855
	Iteration 24Q: 3 clusters Score -9606368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -9606379.000000 Penalty: 5579.651855
	Iteration 25Q: 3 clusters Score -9606379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9606383.000000 Penalty: 5579.651855
	Iteration 26Q: 3 clusters Score -9606383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -9606398.000000 Penalty: 5579.651855
	Iteration 27Q: 3 clusters Score -9606398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -9606400.000000 Penalty: 5579.651855
	Iteration 28Q: 3 clusters Score -9606400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -9606422.000000 Penalty: 5579.651855
	Iteration 29Q: 3 clusters Score -9606422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -9606426.000000 Penalty: 5579.651855
	Iteration 30Q: 3 clusters Score -9606426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -9606425.000000 Penalty: 5579.651855
	Iteration 31Q: 3 clusters Score -9606425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -9606429.000000 Penalty: 5579.651855
	Iteration 32Q: 3 clusters Score -9606429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -9606443.000000 Penalty: 5579.651855
	Iteration 33Q: 3 clusters Score -9606443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -9606428.000000 Penalty: 5579.651855
	Iteration 34Q: 3 clusters Score -9606428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9606431.000000 Penalty: 5579.651855
	Iteration 35Q: 3 clusters Score -9606431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9606431.000000 Penalty: 5579.651855
	Iteration 36F: 3 clusters Score -9606431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173864 members 
Entering Unmasked Estep 
Score: -22590356.000000 Penalty: 2992.375000
	Iteration 0F: 2 clusters Score -2.259036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -22477052.000000 Penalty: 5984.750000
	Iteration 0F: 3 clusters Score -2.247705e+07 nChanged 83540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -22525764.000000 Penalty: 5984.750000
	Iteration 1F: 3 clusters Score -2.252576e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -22526458.000000 Penalty: 5984.750000
	Iteration 2Q: 3 clusters Score -2.252646e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -22527288.000000 Penalty: 5984.750000
	Iteration 3Q: 3 clusters Score -2.252729e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -22527964.000000 Penalty: 5984.750000
	Iteration 4Q: 3 clusters Score -2.252796e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -22528742.000000 Penalty: 5984.750000
	Iteration 5Q: 3 clusters Score -2.252874e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 5984.750000
	Iteration 6Q: 3 clusters Score -2.252948e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -22530850.000000 Penalty: 5984.750000
	Iteration 7Q: 3 clusters Score -2.253085e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -22532476.000000 Penalty: 5984.750000
	Iteration 8Q: 3 clusters Score -2.253248e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -22535298.000000 Penalty: 5984.750000
	Iteration 9Q: 3 clusters Score -2.25353e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -22540032.000000 Penalty: 5984.750000
	Iteration 10Q: 3 clusters Score -2.254003e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -22547108.000000 Penalty: 5984.750000
	Iteration 11F: 3 clusters Score -2.254711e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -22556714.000000 Penalty: 5984.750000
	Iteration 12F: 3 clusters Score -2.255671e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -22566242.000000 Penalty: 5984.750000
	Iteration 13F: 3 clusters Score -2.256624e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -22574042.000000 Penalty: 5984.750000
	Iteration 14F: 3 clusters Score -2.257404e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -22579600.000000 Penalty: 5984.750000
	Iteration 15Q: 3 clusters Score -2.25796e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -22582844.000000 Penalty: 5984.750000
	Iteration 16Q: 3 clusters Score -2.258284e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -22584850.000000 Penalty: 5984.750000
	Iteration 17Q: 3 clusters Score -2.258485e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -22586074.000000 Penalty: 5984.750000
	Iteration 18Q: 3 clusters Score -2.258607e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -22586756.000000 Penalty: 5984.750000
	Iteration 19Q: 3 clusters Score -2.258676e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22587228.000000 Penalty: 5984.750000
	Iteration 20F: 3 clusters Score -2.258723e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -22587468.000000 Penalty: 5984.750000
	Iteration 21Q: 3 clusters Score -2.258747e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22587610.000000 Penalty: 5984.750000
	Iteration 22Q: 3 clusters Score -2.258761e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22587702.000000 Penalty: 5984.750000
	Iteration 23Q: 3 clusters Score -2.25877e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22587802.000000 Penalty: 5984.750000
	Iteration 24Q: 3 clusters Score -2.25878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22587864.000000 Penalty: 5984.750000
	Iteration 25Q: 3 clusters Score -2.258786e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22587868.000000 Penalty: 5984.750000
	Iteration 26Q: 3 clusters Score -2.258787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172849 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22587906.000000 Penalty: 5984.750000
	Iteration 27Q: 3 clusters Score -2.258791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22587924.000000 Penalty: 5984.750000
	Iteration 28Q: 3 clusters Score -2.258792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22587964.000000 Penalty: 5984.750000
	Iteration 29Q: 3 clusters Score -2.258796e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22587982.000000 Penalty: 5984.750000
	Iteration 30Q: 3 clusters Score -2.258798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173014 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22587974.000000 Penalty: 5984.750000
	Iteration 31Q: 3 clusters Score -2.258797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22587986.000000 Penalty: 5984.750000
	Iteration 32Q: 3 clusters Score -2.258799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -22587996.000000 Penalty: 5984.750000
	Iteration 33Q: 3 clusters Score -2.2588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22588022.000000 Penalty: 5984.750000
	Iteration 34Q: 3 clusters Score -2.258802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22588038.000000 Penalty: 5984.750000
	Iteration 35Q: 3 clusters Score -2.258804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22588042.000000 Penalty: 5984.750000
	Iteration 36Q: 3 clusters Score -2.258804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -22588064.000000 Penalty: 5984.750000
	Iteration 37Q: 3 clusters Score -2.258806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22588068.000000 Penalty: 5984.750000
	Iteration 38Q: 3 clusters Score -2.258807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22588088.000000 Penalty: 5984.750000
	Iteration 39Q: 3 clusters Score -2.258809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22588090.000000 Penalty: 5984.750000
	Iteration 40F: 3 clusters Score -2.258809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22588084.000000 Penalty: 5984.750000
	Iteration 41Q: 3 clusters Score -2.258808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22588076.000000 Penalty: 5984.750000
	Iteration 42Q: 3 clusters Score -2.258808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22588080.000000 Penalty: 5984.750000
	Iteration 43Q: 3 clusters Score -2.258808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22588086.000000 Penalty: 5984.750000
	Iteration 44Q: 3 clusters Score -2.258809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22588084.000000 Penalty: 5984.750000
	Iteration 45Q: 3 clusters Score -2.258808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22588108.000000 Penalty: 5984.750000
	Iteration 46Q: 3 clusters Score -2.258811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22588102.000000 Penalty: 5984.750000
	Iteration 47Q: 3 clusters Score -2.25881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22588102.000000 Penalty: 5984.750000
	Iteration 48F: 3 clusters Score -2.25881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Entering Unmasked Estep 
Score: -1453764.500000 Penalty: 2324.622803
	Iteration 0F: 2 clusters Score -1453764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1444978.375000 Penalty: 4649.245605
	Iteration 0F: 3 clusters Score -1444978 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1447527.250000 Penalty: 4649.245605
	Iteration 1F: 3 clusters Score -1447527 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1447779.000000 Penalty: 4649.245605
	Iteration 2F: 3 clusters Score -1447779 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1447976.250000 Penalty: 4649.245605
	Iteration 3Q: 3 clusters Score -1447976 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1448154.000000 Penalty: 4649.245605
	Iteration 4Q: 3 clusters Score -1448154 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1448335.250000 Penalty: 4649.245605
	Iteration 5Q: 3 clusters Score -1448335 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1448567.625000 Penalty: 4649.245605
	Iteration 6Q: 3 clusters Score -1448568 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1448883.875000 Penalty: 4649.245605
	Iteration 7Q: 3 clusters Score -1448884 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1449271.125000 Penalty: 4649.245605
	Iteration 8Q: 3 clusters Score -1449271 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1449718.125000 Penalty: 4649.245605
	Iteration 9F: 3 clusters Score -1449718 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1450258.625000 Penalty: 4649.245605
	Iteration 10F: 3 clusters Score -1450259 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1450812.000000 Penalty: 4649.245605
	Iteration 11F: 3 clusters Score -1450812 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1451328.875000 Penalty: 4649.245605
	Iteration 12Q: 3 clusters Score -1451329 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1451811.625000 Penalty: 4649.245605
	Iteration 13Q: 3 clusters Score -1451812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1452161.500000 Penalty: 4649.245605
	Iteration 14Q: 3 clusters Score -1452162 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1452366.750000 Penalty: 4649.245605
	Iteration 15Q: 3 clusters Score -1452367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1452495.500000 Penalty: 4649.245605
	Iteration 16Q: 3 clusters Score -1452496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1452588.500000 Penalty: 4649.245605
	Iteration 17Q: 3 clusters Score -1452588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1452657.125000 Penalty: 4649.245605
	Iteration 18Q: 3 clusters Score -1452657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1452710.750000 Penalty: 4649.245605
	Iteration 19Q: 3 clusters Score -1452711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1452756.625000 Penalty: 4649.245605
	Iteration 20F: 3 clusters Score -1452757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1452810.500000 Penalty: 4649.245605
	Iteration 21Q: 3 clusters Score -1452810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1452857.125000 Penalty: 4649.245605
	Iteration 22Q: 3 clusters Score -1452857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1452899.875000 Penalty: 4649.245605
	Iteration 23Q: 3 clusters Score -1452900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1452929.000000 Penalty: 4649.245605
	Iteration 24Q: 3 clusters Score -1452929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1452942.375000 Penalty: 4649.245605
	Iteration 25Q: 3 clusters Score -1452942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1452957.375000 Penalty: 4649.245605
	Iteration 26Q: 3 clusters Score -1452957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1452966.000000 Penalty: 4649.245605
	Iteration 27Q: 3 clusters Score -1452966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1452969.500000 Penalty: 4649.245605
	Iteration 28Q: 3 clusters Score -1452970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1452974.375000 Penalty: 4649.245605
	Iteration 29Q: 3 clusters Score -1452974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1452981.125000 Penalty: 4649.245605
	Iteration 30Q: 3 clusters Score -1452981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1452983.500000 Penalty: 4649.245605
	Iteration 31Q: 3 clusters Score -1452984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1452986.375000 Penalty: 4649.245605
	Iteration 32Q: 3 clusters Score -1452986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1452984.625000 Penalty: 4649.245605
	Iteration 33Q: 3 clusters Score -1452985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1452986.250000 Penalty: 4649.245605
	Iteration 34Q: 3 clusters Score -1452986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1452988.000000 Penalty: 4649.245605
	Iteration 35Q: 3 clusters Score -1452988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1452987.375000 Penalty: 4649.245605
	Iteration 36Q: 3 clusters Score -1452987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1452987.875000 Penalty: 4649.245605
	Iteration 37Q: 3 clusters Score -1452988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1452986.125000 Penalty: 4649.245605
	Iteration 38Q: 3 clusters Score -1452986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1452986.625000 Penalty: 4649.245605
	Iteration 39Q: 3 clusters Score -1452987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1452987.875000 Penalty: 4649.245605
	Iteration 40F: 3 clusters Score -1452988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1452987.750000 Penalty: 4649.245605
	Iteration 41Q: 3 clusters Score -1452988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1452988.125000 Penalty: 4649.245605
	Iteration 42Q: 3 clusters Score -1452988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1452988.125000 Penalty: 4649.245605
	Iteration 43F: 3 clusters Score -1452988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Entering Unmasked Estep 
Score: -1006305.125000 Penalty: 2236.996826
	Iteration 0F: 2 clusters Score -1006305 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 4204 members 
Entering Unmasked Estep 
Score: -999703.562500 Penalty: 4473.993652
	Iteration 0F: 3 clusters Score -999703.6 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1001583.062500 Penalty: 4473.993652
	Iteration 1F: 3 clusters Score -1001583 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1002123.562500 Penalty: 4473.993652
	Iteration 2F: 3 clusters Score -1002124 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1002628.062500 Penalty: 4473.993652
	Iteration 3F: 3 clusters Score -1002628 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1003095.437500 Penalty: 4473.993652
	Iteration 4F: 3 clusters Score -1003095 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1003577.187500 Penalty: 4473.993652
	Iteration 5F: 3 clusters Score -1003577 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1003972.312500 Penalty: 4473.993652
	Iteration 6F: 3 clusters Score -1003972 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1004281.562500 Penalty: 4473.993652
	Iteration 7F: 3 clusters Score -1004282 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1004518.312500 Penalty: 4473.993652
	Iteration 8Q: 3 clusters Score -1004518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1004700.250000 Penalty: 4473.993652
	Iteration 9Q: 3 clusters Score -1004700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1004818.062500 Penalty: 4473.993652
	Iteration 10Q: 3 clusters Score -1004818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1004893.500000 Penalty: 4473.993652
	Iteration 11Q: 3 clusters Score -1004894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1004965.937500 Penalty: 4473.993652
	Iteration 12Q: 3 clusters Score -1004966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1005018.937500 Penalty: 4473.993652
	Iteration 13Q: 3 clusters Score -1005019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1005072.875000 Penalty: 4473.993652
	Iteration 14Q: 3 clusters Score -1005073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1005111.437500 Penalty: 4473.993652
	Iteration 15Q: 3 clusters Score -1005111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1005151.500000 Penalty: 4473.993652
	Iteration 16Q: 3 clusters Score -1005152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1005187.562500 Penalty: 4473.993652
	Iteration 17Q: 3 clusters Score -1005188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1005228.562500 Penalty: 4473.993652
	Iteration 18Q: 3 clusters Score -1005229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1005268.125000 Penalty: 4473.993652
	Iteration 19Q: 3 clusters Score -1005268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1005320.125000 Penalty: 4473.993652
	Iteration 20F: 3 clusters Score -1005320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1005368.000000 Penalty: 4473.993652
	Iteration 21Q: 3 clusters Score -1005368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1005417.312500 Penalty: 4473.993652
	Iteration 22Q: 3 clusters Score -1005417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1005466.000000 Penalty: 4473.993652
	Iteration 23Q: 3 clusters Score -1005466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1005512.250000 Penalty: 4473.993652
	Iteration 24Q: 3 clusters Score -1005512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1005551.437500 Penalty: 4473.993652
	Iteration 25Q: 3 clusters Score -1005551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1005585.125000 Penalty: 4473.993652
	Iteration 26Q: 3 clusters Score -1005585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1005609.625000 Penalty: 4473.993652
	Iteration 27Q: 3 clusters Score -1005610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1005625.125000 Penalty: 4473.993652
	Iteration 28Q: 3 clusters Score -1005625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1005641.562500 Penalty: 4473.993652
	Iteration 29Q: 3 clusters Score -1005642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1005656.625000 Penalty: 4473.993652
	Iteration 30Q: 3 clusters Score -1005657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1005665.562500 Penalty: 4473.993652
	Iteration 31Q: 3 clusters Score -1005666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1005671.875000 Penalty: 4473.993652
	Iteration 32Q: 3 clusters Score -1005672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1005676.250000 Penalty: 4473.993652
	Iteration 33Q: 3 clusters Score -1005676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1005683.437500 Penalty: 4473.993652
	Iteration 34Q: 3 clusters Score -1005683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1005687.562500 Penalty: 4473.993652
	Iteration 35Q: 3 clusters Score -1005688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1005689.562500 Penalty: 4473.993652
	Iteration 36Q: 3 clusters Score -1005690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1005692.125000 Penalty: 4473.993652
	Iteration 37Q: 3 clusters Score -1005692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1005693.125000 Penalty: 4473.993652
	Iteration 38Q: 3 clusters Score -1005693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1005694.687500 Penalty: 4473.993652
	Iteration 39Q: 3 clusters Score -1005695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1005695.562500 Penalty: 4473.993652
	Iteration 40F: 3 clusters Score -1005696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1005697.250000 Penalty: 4473.993652
	Iteration 41Q: 3 clusters Score -1005697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1005699.687500 Penalty: 4473.993652
	Iteration 42Q: 3 clusters Score -1005700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1005699.687500 Penalty: 4473.993652
	Iteration 43Q: 3 clusters Score -1005700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1005700.937500 Penalty: 4473.993652
	Iteration 44Q: 3 clusters Score -1005701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1005701.750000 Penalty: 4473.993652
	Iteration 45Q: 3 clusters Score -1005702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1005702.562500 Penalty: 4473.993652
	Iteration 46Q: 3 clusters Score -1005703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1005704.625000 Penalty: 4473.993652
	Iteration 47Q: 3 clusters Score -1005705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1005705.937500 Penalty: 4473.993652
	Iteration 48Q: 3 clusters Score -1005706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1005705.312500 Penalty: 4473.993652
	Iteration 49Q: 3 clusters Score -1005705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1005705.750000 Penalty: 4473.993652
	Iteration 50Q: 3 clusters Score -1005706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1005706.250000 Penalty: 4473.993652
	Iteration 51Q: 3 clusters Score -1005706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1005706.250000 Penalty: 4473.993652
	Iteration 52F: 3 clusters Score -1005706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159302 members 
Entering Unmasked Estep 
Score: -20676832.000000 Penalty: 2970.682129
	Iteration 0F: 2 clusters Score -2.067683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -20571556.000000 Penalty: 5941.364258
	Iteration 0F: 3 clusters Score -2.057156e+07 nChanged 76664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -20616010.000000 Penalty: 5941.364258
	Iteration 1F: 3 clusters Score -2.061601e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -20616648.000000 Penalty: 5941.364258
	Iteration 2Q: 3 clusters Score -2.061665e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -20617406.000000 Penalty: 5941.364258
	Iteration 3Q: 3 clusters Score -2.061741e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -20618564.000000 Penalty: 5941.364258
	Iteration 4Q: 3 clusters Score -2.061856e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -20620188.000000 Penalty: 5941.364258
	Iteration 5Q: 3 clusters Score -2.062019e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -20622802.000000 Penalty: 5941.364258
	Iteration 6Q: 3 clusters Score -2.06228e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -20627894.000000 Penalty: 5941.364258
	Iteration 7F: 3 clusters Score -2.062789e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -20637032.000000 Penalty: 5941.364258
	Iteration 8F: 3 clusters Score -2.063703e+07 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -20648834.000000 Penalty: 5941.364258
	Iteration 9F: 3 clusters Score -2.064883e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 144735 members 
Entering Unmasked Estep 
Score: -20660528.000000 Penalty: 5941.364258
	Iteration 10F: 3 clusters Score -2.066053e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -20668410.000000 Penalty: 5941.364258
	Iteration 11F: 3 clusters Score -2.066841e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -20672112.000000 Penalty: 5941.364258
	Iteration 12Q: 3 clusters Score -2.067211e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -20673402.000000 Penalty: 5941.364258
	Iteration 13Q: 3 clusters Score -2.06734e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 158873 members 
Entering Unmasked Estep 
Score: -20673822.000000 Penalty: 5941.364258
	Iteration 14Q: 3 clusters Score -2.067382e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -20673978.000000 Penalty: 5941.364258
	Iteration 15Q: 3 clusters Score -2.067398e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -20674070.000000 Penalty: 5941.364258
	Iteration 16Q: 3 clusters Score -2.067407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -20674118.000000 Penalty: 5941.364258
	Iteration 17Q: 3 clusters Score -2.067412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -20674152.000000 Penalty: 5941.364258
	Iteration 18Q: 3 clusters Score -2.067415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -20674180.000000 Penalty: 5941.364258
	Iteration 19Q: 3 clusters Score -2.067418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -20674196.000000 Penalty: 5941.364258
	Iteration 20F: 3 clusters Score -2.06742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -20674200.000000 Penalty: 5941.364258
	Iteration 21Q: 3 clusters Score -2.06742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -20674208.000000 Penalty: 5941.364258
	Iteration 22Q: 3 clusters Score -2.067421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -20674222.000000 Penalty: 5941.364258
	Iteration 23Q: 3 clusters Score -2.067422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -20674220.000000 Penalty: 5941.364258
	Iteration 24Q: 3 clusters Score -2.067422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -20674228.000000 Penalty: 5941.364258
	Iteration 25Q: 3 clusters Score -2.067423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -20674222.000000 Penalty: 5941.364258
	Iteration 26Q: 3 clusters Score -2.067422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159099 members 
Entering Unmasked Estep 
Score: -20674230.000000 Penalty: 5941.364258
	Iteration 27Q: 3 clusters Score -2.067423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -20674232.000000 Penalty: 5941.364258
	Iteration 28Q: 3 clusters Score -2.067423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159102 members 
Entering Unmasked Estep 
Score: -20674232.000000 Penalty: 5941.364258
	Iteration 29Q: 3 clusters Score -2.067423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159102 members 
Entering Unmasked Estep 
Score: -20674232.000000 Penalty: 5941.364258
	Iteration 30F: 3 clusters Score -2.067423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (182309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Entering Unmasked Estep 
Score: -23379728.000000 Penalty: 3004.137695
	Iteration 0F: 2 clusters Score -2.337973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -23258348.000000 Penalty: 6008.275391
	Iteration 0F: 3 clusters Score -2.325835e+07 nChanged 87398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -23309244.000000 Penalty: 6008.275391
	Iteration 1F: 3 clusters Score -2.330924e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -23309912.000000 Penalty: 6008.275391
	Iteration 2Q: 3 clusters Score -2.330991e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -23310590.000000 Penalty: 6008.275391
	Iteration 3Q: 3 clusters Score -2.331059e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -23311154.000000 Penalty: 6008.275391
	Iteration 4Q: 3 clusters Score -2.331115e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -23311674.000000 Penalty: 6008.275391
	Iteration 5Q: 3 clusters Score -2.331167e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -23312360.000000 Penalty: 6008.275391
	Iteration 6Q: 3 clusters Score -2.331236e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -23313214.000000 Penalty: 6008.275391
	Iteration 7Q: 3 clusters Score -2.331321e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -23314484.000000 Penalty: 6008.275391
	Iteration 8Q: 3 clusters Score -2.331448e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -23316970.000000 Penalty: 6008.275391
	Iteration 9Q: 3 clusters Score -2.331697e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -23321658.000000 Penalty: 6008.275391
	Iteration 10Q: 3 clusters Score -2.332166e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -23329178.000000 Penalty: 6008.275391
	Iteration 11F: 3 clusters Score -2.332918e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136005 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -23339506.000000 Penalty: 6008.275391
	Iteration 12F: 3 clusters Score -2.333951e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -23350656.000000 Penalty: 6008.275391
	Iteration 13F: 3 clusters Score -2.335066e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -23359454.000000 Penalty: 6008.275391
	Iteration 14F: 3 clusters Score -2.335945e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -23365212.000000 Penalty: 6008.275391
	Iteration 15Q: 3 clusters Score -2.336521e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -23369058.000000 Penalty: 6008.275391
	Iteration 16Q: 3 clusters Score -2.336906e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170412 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -23371312.000000 Penalty: 6008.275391
	Iteration 17Q: 3 clusters Score -2.337131e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -23373014.000000 Penalty: 6008.275391
	Iteration 18Q: 3 clusters Score -2.337301e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -23374258.000000 Penalty: 6008.275391
	Iteration 19Q: 3 clusters Score -2.337426e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -23375104.000000 Penalty: 6008.275391
	Iteration 20F: 3 clusters Score -2.33751e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178201 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -23375714.000000 Penalty: 6008.275391
	Iteration 21Q: 3 clusters Score -2.337571e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179068 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -23376122.000000 Penalty: 6008.275391
	Iteration 22Q: 3 clusters Score -2.337612e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179681 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23376436.000000 Penalty: 6008.275391
	Iteration 23Q: 3 clusters Score -2.337644e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180092 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -23376642.000000 Penalty: 6008.275391
	Iteration 24Q: 3 clusters Score -2.337664e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180400 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23376762.000000 Penalty: 6008.275391
	Iteration 25Q: 3 clusters Score -2.337676e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23376882.000000 Penalty: 6008.275391
	Iteration 26Q: 3 clusters Score -2.337688e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180760 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23376968.000000 Penalty: 6008.275391
	Iteration 27Q: 3 clusters Score -2.337697e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -23376990.000000 Penalty: 6008.275391
	Iteration 28Q: 3 clusters Score -2.337699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180927 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23377014.000000 Penalty: 6008.275391
	Iteration 29Q: 3 clusters Score -2.337701e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23377042.000000 Penalty: 6008.275391
	Iteration 30Q: 3 clusters Score -2.337704e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -23377048.000000 Penalty: 6008.275391
	Iteration 31Q: 3 clusters Score -2.337705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23377084.000000 Penalty: 6008.275391
	Iteration 32Q: 3 clusters Score -2.337708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23377092.000000 Penalty: 6008.275391
	Iteration 33Q: 3 clusters Score -2.337709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23377136.000000 Penalty: 6008.275391
	Iteration 34Q: 3 clusters Score -2.337714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23377142.000000 Penalty: 6008.275391
	Iteration 35Q: 3 clusters Score -2.337714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23377126.000000 Penalty: 6008.275391
	Iteration 36Q: 3 clusters Score -2.337713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181231 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23377140.000000 Penalty: 6008.275391
	Iteration 37Q: 3 clusters Score -2.337714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23377148.000000 Penalty: 6008.275391
	Iteration 38Q: 3 clusters Score -2.337715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181257 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23377132.000000 Penalty: 6008.275391
	Iteration 39Q: 3 clusters Score -2.337713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23377144.000000 Penalty: 6008.275391
	Iteration 40F: 3 clusters Score -2.337714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181275 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23377136.000000 Penalty: 6008.275391
	Iteration 41Q: 3 clusters Score -2.337714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23377142.000000 Penalty: 6008.275391
	Iteration 42Q: 3 clusters Score -2.337714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23377134.000000 Penalty: 6008.275391
	Iteration 43Q: 3 clusters Score -2.337713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181295 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23377148.000000 Penalty: 6008.275391
	Iteration 44Q: 3 clusters Score -2.337715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181298 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23377140.000000 Penalty: 6008.275391
	Iteration 45Q: 3 clusters Score -2.337714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -23377148.000000 Penalty: 6008.275391
	Iteration 46Q: 3 clusters Score -2.337715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181303 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -23377142.000000 Penalty: 6008.275391
	Iteration 47Q: 3 clusters Score -2.337714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181306 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23377160.000000 Penalty: 6008.275391
	Iteration 48Q: 3 clusters Score -2.337716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181307 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23377156.000000 Penalty: 6008.275391
	Iteration 49Q: 3 clusters Score -2.337716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23377144.000000 Penalty: 6008.275391
	Iteration 50Q: 3 clusters Score -2.337714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181309 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -23377162.000000 Penalty: 6008.275391
	Iteration 51Q: 3 clusters Score -2.337716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181310 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23377152.000000 Penalty: 6008.275391
	Iteration 52Q: 3 clusters Score -2.337715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181310 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23377152.000000 Penalty: 6008.275391
	Iteration 53F: 3 clusters Score -2.337715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 37889 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178913 members 
Mstep: Class 6 contains 201739 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 16423 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 23392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 76826 members 
Mstep: Class 17 contains 173864 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 159302 members 
Mstep: Class 22 contains 182309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166443376.000000 Penalty: 76877.992188
Iteration 119Q: 23 clusters Score -1.664434e+08 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 38000 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178520 members 
Mstep: Class 6 contains 201986 members 
Mstep: Class 7 contains 37210 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 16353 members 
Mstep: Class 10 contains 21408 members 
Mstep: Class 11 contains 23253 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 175327 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 77120 members 
Mstep: Class 17 contains 173666 members 
Mstep: Class 18 contains 11755 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 159619 members 
Mstep: Class 21 contains 4227 members 
Mstep: Class 22 contains 181270 members 
Entering Unmasked Estep 
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Iteration 120F: 23 clusters Score -1.664445e+08 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 38093 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 178038 members 
Mstep: Class 6 contains 202263 members 
Mstep: Class 7 contains 37927 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 16284 members 
Mstep: Class 10 contains 21370 members 
Mstep: Class 11 contains 23108 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 682 members 
Mstep: Class 14 contains 175553 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 77381 members 
Mstep: Class 17 contains 173493 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 159923 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 180253 members 
Entering Unmasked Estep 
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Iteration 121Q: 23 clusters Score -1.66445e+08 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 38232 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 177533 members 
Mstep: Class 6 contains 202250 members 
Mstep: Class 7 contains 38577 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 16219 members 
Mstep: Class 10 contains 21343 members 
Mstep: Class 11 contains 22971 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 176010 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 77631 members 
Mstep: Class 17 contains 173380 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 160169 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 179356 members 
Entering Unmasked Estep 
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Iteration 122Q: 23 clusters Score -1.66446e+08 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 177043 members 
Mstep: Class 6 contains 202191 members 
Mstep: Class 7 contains 39146 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 16169 members 
Mstep: Class 10 contains 21315 members 
Mstep: Class 11 contains 22854 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 176594 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 77839 members 
Mstep: Class 17 contains 173245 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 160405 members 
Mstep: Class 21 contains 4239 members 
Mstep: Class 22 contains 178501 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.66446e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 38470 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 176562 members 
Mstep: Class 6 contains 202105 members 
Mstep: Class 7 contains 39642 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 16130 members 
Mstep: Class 10 contains 21306 members 
Mstep: Class 11 contains 22745 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 177258 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 78043 members 
Mstep: Class 17 contains 173019 members 
Mstep: Class 18 contains 11727 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 160645 members 
Mstep: Class 21 contains 4247 members 
Mstep: Class 22 contains 177701 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.664467e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 38593 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 176167 members 
Mstep: Class 6 contains 202004 members 
Mstep: Class 7 contains 40058 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 16100 members 
Mstep: Class 10 contains 21301 members 
Mstep: Class 11 contains 22635 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 177964 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 78222 members 
Mstep: Class 17 contains 172838 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 160793 members 
Mstep: Class 21 contains 4256 members 
Mstep: Class 22 contains 176947 members 
Entering Unmasked Estep 
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Iteration 125Q: 23 clusters Score -1.66447e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 38724 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 175765 members 
Mstep: Class 6 contains 201937 members 
Mstep: Class 7 contains 40398 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 16072 members 
Mstep: Class 10 contains 21289 members 
Mstep: Class 11 contains 22510 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 178685 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 78417 members 
Mstep: Class 17 contains 172634 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 160939 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 176262 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.664477e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 38857 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 175408 members 
Mstep: Class 6 contains 201841 members 
Mstep: Class 7 contains 40710 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 16037 members 
Mstep: Class 10 contains 21279 members 
Mstep: Class 11 contains 22391 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 179426 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 78565 members 
Mstep: Class 17 contains 172374 members 
Mstep: Class 18 contains 11696 members 
Mstep: Class 19 contains 8340 members 
Mstep: Class 20 contains 161102 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 175654 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.664481e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 38994 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 175132 members 
Mstep: Class 6 contains 201697 members 
Mstep: Class 7 contains 40990 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 21264 members 
Mstep: Class 11 contains 22271 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 180140 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 78713 members 
Mstep: Class 17 contains 172168 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 161200 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 175086 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.664481e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 39104 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174976 members 
Mstep: Class 6 contains 201530 members 
Mstep: Class 7 contains 41211 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 15987 members 
Mstep: Class 10 contains 21247 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 180827 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 78828 members 
Mstep: Class 17 contains 171940 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 161264 members 
Mstep: Class 21 contains 4270 members 
Mstep: Class 22 contains 174601 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.664486e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 39195 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174884 members 
Mstep: Class 6 contains 201427 members 
Mstep: Class 7 contains 41402 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 15971 members 
Mstep: Class 10 contains 21233 members 
Mstep: Class 11 contains 22052 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 181452 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 78952 members 
Mstep: Class 17 contains 171713 members 
Mstep: Class 18 contains 11663 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 161297 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 174095 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.664489e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 39254 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174826 members 
Mstep: Class 6 contains 201318 members 
Mstep: Class 7 contains 41594 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 15953 members 
Mstep: Class 10 contains 21216 members 
Mstep: Class 11 contains 21956 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 182039 members 
Mstep: Class 15 contains 589 members 
Mstep: Class 16 contains 79068 members 
Mstep: Class 17 contains 171547 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8366 members 
Mstep: Class 20 contains 161292 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 173604 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.664491e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 39312 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174810 members 
Mstep: Class 6 contains 201102 members 
Mstep: Class 7 contains 41767 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 15949 members 
Mstep: Class 10 contains 21197 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 182576 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 79157 members 
Mstep: Class 17 contains 171425 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 8377 members 
Mstep: Class 20 contains 161288 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 173211 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.664495e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 39361 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174800 members 
Mstep: Class 6 contains 200944 members 
Mstep: Class 7 contains 41911 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 15929 members 
Mstep: Class 10 contains 21178 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 183072 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 79246 members 
Mstep: Class 17 contains 171315 members 
Mstep: Class 18 contains 11675 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 161278 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 172835 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.664497e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 39412 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174772 members 
Mstep: Class 6 contains 200762 members 
Mstep: Class 7 contains 42046 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 15917 members 
Mstep: Class 10 contains 21160 members 
Mstep: Class 11 contains 21711 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 183530 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 79314 members 
Mstep: Class 17 contains 171204 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 161280 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 172516 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.664494e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 39492 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174701 members 
Mstep: Class 6 contains 200581 members 
Mstep: Class 7 contains 42176 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 15903 members 
Mstep: Class 10 contains 21145 members 
Mstep: Class 11 contains 21661 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 183950 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79373 members 
Mstep: Class 17 contains 171085 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 172247 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.664498e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 39588 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174664 members 
Mstep: Class 6 contains 200457 members 
Mstep: Class 7 contains 42283 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 15883 members 
Mstep: Class 10 contains 21124 members 
Mstep: Class 11 contains 21625 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 184224 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79425 members 
Mstep: Class 17 contains 170954 members 
Mstep: Class 18 contains 11690 members 
Mstep: Class 19 contains 8403 members 
Mstep: Class 20 contains 161325 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 172036 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.664501e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 39671 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174697 members 
Mstep: Class 6 contains 200325 members 
Mstep: Class 7 contains 42386 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 15872 members 
Mstep: Class 10 contains 21102 members 
Mstep: Class 11 contains 21588 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 184441 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79469 members 
Mstep: Class 17 contains 170859 members 
Mstep: Class 18 contains 11696 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 20 contains 161326 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 171842 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.664505e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 39758 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174747 members 
Mstep: Class 6 contains 200225 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 15863 members 
Mstep: Class 10 contains 21091 members 
Mstep: Class 11 contains 21532 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 184602 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79521 members 
Mstep: Class 17 contains 170757 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 161343 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 171675 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.664507e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 39838 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174838 members 
Mstep: Class 6 contains 200121 members 
Mstep: Class 7 contains 42522 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 15854 members 
Mstep: Class 10 contains 21073 members 
Mstep: Class 11 contains 21489 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 184710 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79564 members 
Mstep: Class 17 contains 170680 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 161354 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 171519 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.664509e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 39938 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 174987 members 
Mstep: Class 6 contains 199972 members 
Mstep: Class 7 contains 42582 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 15855 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 21463 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 184764 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79603 members 
Mstep: Class 17 contains 170606 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 161351 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 171377 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.664505e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 40031 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 175151 members 
Mstep: Class 6 contains 199811 members 
Mstep: Class 7 contains 42630 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 15852 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 21422 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 184795 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79627 members 
Mstep: Class 17 contains 170562 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 161377 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 171240 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.664507e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 40118 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 175380 members 
Mstep: Class 6 contains 199588 members 
Mstep: Class 7 contains 42682 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 15847 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 184779 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 79646 members 
Mstep: Class 17 contains 170544 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 8436 members 
Mstep: Class 20 contains 161408 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 171112 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.66451e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 40207 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 175623 members 
Mstep: Class 6 contains 199375 members 
Mstep: Class 7 contains 42732 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 15841 members 
Mstep: Class 10 contains 21058 members 
Mstep: Class 11 contains 21341 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 184743 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 79646 members 
Mstep: Class 17 contains 170535 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 161430 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 171032 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.664509e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3648 members 
Mstep: Class 3 contains 40294 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 175870 members 
Mstep: Class 6 contains 199259 members 
Mstep: Class 7 contains 42775 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 15834 members 
Mstep: Class 10 contains 21049 members 
Mstep: Class 11 contains 21296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 184639 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 79637 members 
Mstep: Class 17 contains 170517 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 161452 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170935 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.664509e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3648 members 
Mstep: Class 3 contains 40387 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176089 members 
Mstep: Class 6 contains 199158 members 
Mstep: Class 7 contains 42815 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 15821 members 
Mstep: Class 10 contains 21043 members 
Mstep: Class 11 contains 21258 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 184528 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 79639 members 
Mstep: Class 17 contains 170501 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 8451 members 
Mstep: Class 20 contains 161468 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166450640.000000 Penalty: 76877.992188
Iteration 145Q: 23 clusters Score -1.664506e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 40510 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176293 members 
Mstep: Class 6 contains 199101 members 
Mstep: Class 7 contains 42845 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 15809 members 
Mstep: Class 10 contains 21030 members 
Mstep: Class 11 contains 21220 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 184385 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 79655 members 
Mstep: Class 17 contains 170455 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 161497 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166450960.000000 Penalty: 76877.992188
Iteration 146Q: 23 clusters Score -1.66451e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 40653 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176471 members 
Mstep: Class 6 contains 199034 members 
Mstep: Class 7 contains 42872 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 21025 members 
Mstep: Class 11 contains 21194 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 184198 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 79672 members 
Mstep: Class 17 contains 170430 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 161516 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451344.000000 Penalty: 76877.992188
Iteration 147Q: 23 clusters Score -1.664513e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 40789 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176670 members 
Mstep: Class 6 contains 199040 members 
Mstep: Class 7 contains 42898 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 21026 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 183950 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79675 members 
Mstep: Class 17 contains 170363 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 161543 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451168.000000 Penalty: 76877.992188
Iteration 148Q: 23 clusters Score -1.664512e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 40925 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176797 members 
Mstep: Class 6 contains 199021 members 
Mstep: Class 7 contains 42934 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 21024 members 
Mstep: Class 11 contains 21124 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 183698 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 79684 members 
Mstep: Class 17 contains 170330 members 
Mstep: Class 18 contains 11678 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 161582 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 170659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451056.000000 Penalty: 76877.992188
Iteration 149Q: 23 clusters Score -1.664511e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 41062 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176904 members 
Mstep: Class 6 contains 199030 members 
Mstep: Class 7 contains 42984 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 21024 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 183389 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 79704 members 
Mstep: Class 17 contains 170306 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 161622 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 170652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451024.000000 Penalty: 76877.992188
Iteration 150Q: 23 clusters Score -1.66451e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 41214 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177017 members 
Mstep: Class 6 contains 199013 members 
Mstep: Class 7 contains 43020 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 21022 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 183063 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 79731 members 
Mstep: Class 17 contains 170311 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 161655 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166450960.000000 Penalty: 76877.992188
Iteration 151Q: 23 clusters Score -1.66451e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 41350 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177152 members 
Mstep: Class 6 contains 199018 members 
Mstep: Class 7 contains 43051 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 15774 members 
Mstep: Class 10 contains 21014 members 
Mstep: Class 11 contains 21043 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 182711 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79755 members 
Mstep: Class 17 contains 170325 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 161692 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166450944.000000 Penalty: 76877.992188
Iteration 152Q: 23 clusters Score -1.664509e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 41481 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177299 members 
Mstep: Class 6 contains 199013 members 
Mstep: Class 7 contains 43092 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15778 members 
Mstep: Class 10 contains 21010 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 182351 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79760 members 
Mstep: Class 17 contains 170325 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 20 contains 161734 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451056.000000 Penalty: 76877.992188
Iteration 153Q: 23 clusters Score -1.664511e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 41653 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177455 members 
Mstep: Class 6 contains 198943 members 
Mstep: Class 7 contains 43114 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15783 members 
Mstep: Class 10 contains 21006 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 181999 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79767 members 
Mstep: Class 17 contains 170342 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 161775 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451056.000000 Penalty: 76877.992188
Iteration 154Q: 23 clusters Score -1.664511e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 41806 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177648 members 
Mstep: Class 6 contains 198895 members 
Mstep: Class 7 contains 43137 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 15788 members 
Mstep: Class 10 contains 21004 members 
Mstep: Class 11 contains 20965 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 181651 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79771 members 
Mstep: Class 17 contains 170312 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8463 members 
Mstep: Class 20 contains 161816 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451312.000000 Penalty: 76877.992188
Iteration 155Q: 23 clusters Score -1.664513e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 41952 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177842 members 
Mstep: Class 6 contains 198898 members 
Mstep: Class 7 contains 43156 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 21003 members 
Mstep: Class 11 contains 20932 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 181269 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79770 members 
Mstep: Class 17 contains 170306 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 161857 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451664.000000 Penalty: 76877.992188
Iteration 156Q: 23 clusters Score -1.664517e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3674 members 
Mstep: Class 3 contains 42097 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178008 members 
Mstep: Class 6 contains 199029 members 
Mstep: Class 7 contains 43164 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15792 members 
Mstep: Class 10 contains 20998 members 
Mstep: Class 11 contains 20894 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 180872 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79762 members 
Mstep: Class 17 contains 170280 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 161898 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451824.000000 Penalty: 76877.992188
Iteration 157Q: 23 clusters Score -1.664518e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 42230 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178209 members 
Mstep: Class 6 contains 199140 members 
Mstep: Class 7 contains 43182 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 21000 members 
Mstep: Class 11 contains 20860 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 180468 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79758 members 
Mstep: Class 17 contains 170253 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8470 members 
Mstep: Class 20 contains 161945 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452048.000000 Penalty: 76877.992188
Iteration 158Q: 23 clusters Score -1.66452e+08 nChanged 1899
Entering ConstructFrom: 
Score: -166452048.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -91548.585938 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -91548.59 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 421 members 
Entering Unmasked Estep 
Score: -89793.179688 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -89793.18 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90111.171875 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -90111.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90369.796875 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -90369.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90544.687500 Penalty: 3322.952393
	Iteration 3F: 3 clusters Score -90544.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90789.367188 Penalty: 3322.952393
	Iteration 4F: 3 clusters Score -90789.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91248.101562 Penalty: 3322.952393
	Iteration 5F: 3 clusters Score -91248.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91455.890625 Penalty: 3322.952393
	Iteration 6F: 3 clusters Score -91455.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91599.648438 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -91599.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -91668.015625 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -91668.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91703.828125 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -91703.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91724.765625 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -91724.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91725.992188 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -91725.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91728.148438 Penalty: 3322.952393
	Iteration 12Q: 3 clusters Score -91728.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91728.148438 Penalty: 3322.952393
	Iteration 13F: 3 clusters Score -91728.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 42392 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178321 members 
Mstep: Class 6 contains 199283 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 20994 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 180059 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79761 members 
Mstep: Class 17 contains 170233 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 161981 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170677 members 
Mstep: Class 23 contains 617 members 
Entering Unmasked Estep 
Score: -166450240.000000 Penalty: 80372.445312
Splitting cluster 1 changes total score from -166452048.000000 to -166450240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -461235.968750 Penalty: 2036.380371
	Iteration 0F: 2 clusters Score -461236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -457529.562500 Penalty: 4072.760742
	Iteration 0F: 3 clusters Score -457529.6 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -458445.437500 Penalty: 4072.760742
	Iteration 1F: 3 clusters Score -458445.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -458772.812500 Penalty: 4072.760742
	Iteration 2F: 3 clusters Score -458772.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -459039.343750 Penalty: 4072.760742
	Iteration 3F: 3 clusters Score -459039.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -459249.750000 Penalty: 4072.760742
	Iteration 4F: 3 clusters Score -459249.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -459413.718750 Penalty: 4072.760742
	Iteration 5Q: 3 clusters Score -459413.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -459574.718750 Penalty: 4072.760742
	Iteration 6Q: 3 clusters Score -459574.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -459742.093750 Penalty: 4072.760742
	Iteration 7Q: 3 clusters Score -459742.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -459904.000000 Penalty: 4072.760742
	Iteration 8Q: 3 clusters Score -459904 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -460043.031250 Penalty: 4072.760742
	Iteration 9Q: 3 clusters Score -460043 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -460178.750000 Penalty: 4072.760742
	Iteration 10Q: 3 clusters Score -460178.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -460284.906250 Penalty: 4072.760742
	Iteration 11Q: 3 clusters Score -460284.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -460379.750000 Penalty: 4072.760742
	Iteration 12Q: 3 clusters Score -460379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -460440.375000 Penalty: 4072.760742
	Iteration 13Q: 3 clusters Score -460440.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -460478.687500 Penalty: 4072.760742
	Iteration 14Q: 3 clusters Score -460478.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -460490.906250 Penalty: 4072.760742
	Iteration 15Q: 3 clusters Score -460490.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -460497.156250 Penalty: 4072.760742
	Iteration 16Q: 3 clusters Score -460497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -460499.687500 Penalty: 4072.760742
	Iteration 17Q: 3 clusters Score -460499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -460501.250000 Penalty: 4072.760742
	Iteration 18Q: 3 clusters Score -460501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -460501.250000 Penalty: 4072.760742
	Iteration 19F: 3 clusters Score -460501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Entering Unmasked Estep 
Score: -5512358.000000 Penalty: 2642.369141
	Iteration 0F: 2 clusters Score -5512358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5483595.000000 Penalty: 5284.738281
	Iteration 0F: 3 clusters Score -5483595 nChanged 19527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5496456 nChanged 2010
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Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5497415 nChanged 2401
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Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5498858 nChanged 2747
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Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5500732 nChanged 2944
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Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5503254 nChanged 2648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5505822 nChanged 2058
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5507588 nChanged 1337
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5508378 nChanged 798
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Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5508768 nChanged 555
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Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5509003 nChanged 422
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Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5509135 nChanged 366
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Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5509224 nChanged 293
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Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5509325 nChanged 273
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Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5509390 nChanged 261
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Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5509462 nChanged 264
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Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5509534 nChanged 240
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5509598 nChanged 232
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Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5509653.000000 Penalty: 5284.738281
	Iteration 22Q: 3 clusters Score -5509653 nChanged 204
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Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5509708 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5509745.500000 Penalty: 5284.738281
	Iteration 24Q: 3 clusters Score -5509746 nChanged 208
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Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5509796 nChanged 211
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -5509830.000000 Penalty: 5284.738281
	Iteration 26Q: 3 clusters Score -5509830 nChanged 196
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5509866 nChanged 182
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Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5509894 nChanged 172
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Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5509942 nChanged 142
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5509976 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5510009 nChanged 124
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Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5510032 nChanged 128
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Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5510070 nChanged 120
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Mstep: Class 1 contains 3968 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5510108 nChanged 83
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Mstep: Class 1 contains 3885 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5510114 nChanged 83
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5510129 nChanged 68
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5510129 nChanged 51
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Mstep: Class 1 contains 3683 members 
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Entering Unmasked Estep 
Score: -5510147.000000 Penalty: 5284.738281
	Iteration 38Q: 3 clusters Score -5510147 nChanged 49
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Mstep: Class 1 contains 3634 members 
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Entering Unmasked Estep 
Score: -5510164.500000 Penalty: 5284.738281
	Iteration 39Q: 3 clusters Score -5510164 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5510164 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5510175 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5510178 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
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Entering Unmasked Estep 
Score: -5510194.000000 Penalty: 5284.738281
	Iteration 43Q: 3 clusters Score -5510194 nChanged 50
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5510211.500000 Penalty: 5284.738281
	Iteration 44Q: 3 clusters Score -5510212 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
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Entering Unmasked Estep 
Score: -5510217.000000 Penalty: 5284.738281
	Iteration 45Q: 3 clusters Score -5510217 nChanged 39
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Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -5510220.000000 Penalty: 5284.738281
	Iteration 46Q: 3 clusters Score -5510220 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5510227.000000 Penalty: 5284.738281
	Iteration 47Q: 3 clusters Score -5510227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5510237.500000 Penalty: 5284.738281
	Iteration 48Q: 3 clusters Score -5510238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5510242.500000 Penalty: 5284.738281
	Iteration 49Q: 3 clusters Score -5510242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5510252.500000 Penalty: 5284.738281
	Iteration 50Q: 3 clusters Score -5510252 nChanged 30
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Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5510247.500000 Penalty: 5284.738281
	Iteration 51Q: 3 clusters Score -5510248 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3082 members 
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Entering Unmasked Estep 
Score: -5510263.500000 Penalty: 5284.738281
	Iteration 52Q: 3 clusters Score -5510264 nChanged 30
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Mstep: Class 1 contains 3052 members 
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Entering Unmasked Estep 
Score: -5510273.500000 Penalty: 5284.738281
	Iteration 53Q: 3 clusters Score -5510274 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3020 members 
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Entering Unmasked Estep 
Score: -5510276.500000 Penalty: 5284.738281
	Iteration 54Q: 3 clusters Score -5510276 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2984 members 
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Entering Unmasked Estep 
Score: -5510285.500000 Penalty: 5284.738281
	Iteration 55Q: 3 clusters Score -5510286 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2951 members 
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Entering Unmasked Estep 
Score: -5510303.000000 Penalty: 5284.738281
	Iteration 56Q: 3 clusters Score -5510303 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2924 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5510304 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
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Entering Unmasked Estep 
Score: -5510306.000000 Penalty: 5284.738281
	Iteration 58Q: 3 clusters Score -5510306 nChanged 18
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Mstep: Class 1 contains 2885 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5510306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5510305 nChanged 17
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Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5510314 nChanged 11
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Mstep: Class 1 contains 2842 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5510314 nChanged 11
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
Score: -5510313.500000 Penalty: 5284.738281
	Iteration 63Q: 3 clusters Score -5510314 nChanged 9
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Mstep: Class 1 contains 2822 members 
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Entering Unmasked Estep 
Score: -5510308.000000 Penalty: 5284.738281
	Iteration 64Q: 3 clusters Score -5510308 nChanged 12
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Mstep: Class 1 contains 2810 members 
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Entering Unmasked Estep 
Score: -5510310.000000 Penalty: 5284.738281
	Iteration 65Q: 3 clusters Score -5510310 nChanged 12
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Mstep: Class 1 contains 2798 members 
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	Iteration 66Q: 3 clusters Score -5510314 nChanged 11
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Mstep: Class 1 contains 2787 members 
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Entering Unmasked Estep 
Score: -5510311.000000 Penalty: 5284.738281
	Iteration 67Q: 3 clusters Score -5510311 nChanged 12
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Mstep: Class 1 contains 2775 members 
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Entering Unmasked Estep 
Score: -5510316.000000 Penalty: 5284.738281
	Iteration 68Q: 3 clusters Score -5510316 nChanged 7
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Mstep: Class 1 contains 2768 members 
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	Iteration 69Q: 3 clusters Score -5510310 nChanged 13
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Mstep: Class 1 contains 2755 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5510312 nChanged 9
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Mstep: Class 1 contains 2746 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5510320 nChanged 11
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Mstep: Class 1 contains 2735 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5510320 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5510308 nChanged 8
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Mstep: Class 1 contains 2718 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5510314 nChanged 7
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5510312 nChanged 3
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Mstep: Class 1 contains 2708 members 
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	Iteration 76Q: 3 clusters Score -5510310 nChanged 4
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Mstep: Class 1 contains 2704 members 
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	Iteration 77Q: 3 clusters Score -5510316 nChanged 4
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Mstep: Class 1 contains 2700 members 
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	Iteration 78Q: 3 clusters Score -5510316 nChanged 12
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	Iteration 79Q: 3 clusters Score -5510317 nChanged 8
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Score: -5510322.500000 Penalty: 5284.738281
	Iteration 80F: 3 clusters Score -5510322 nChanged 8
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Score: -5510319.000000 Penalty: 5284.738281
	Iteration 81Q: 3 clusters Score -5510319 nChanged 6
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Mstep: Class 1 contains 2668 members 
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	Iteration 82Q: 3 clusters Score -5510318 nChanged 3
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Mstep: Class 1 contains 2665 members 
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Score: -5510327.000000 Penalty: 5284.738281
	Iteration 83Q: 3 clusters Score -5510327 nChanged 6
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Mstep: Class 1 contains 2659 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5510322 nChanged 5
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5510320 nChanged 7
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Score: -5510329.000000 Penalty: 5284.738281
	Iteration 86Q: 3 clusters Score -5510329 nChanged 6
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Mstep: Class 1 contains 2641 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5510330 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
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Entering Unmasked Estep 
Score: -5510333.500000 Penalty: 5284.738281
	Iteration 88Q: 3 clusters Score -5510334 nChanged 8
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Entering Unmasked Estep 
Score: -5510339.000000 Penalty: 5284.738281
	Iteration 89Q: 3 clusters Score -5510339 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
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Entering Unmasked Estep 
Score: -5510331.000000 Penalty: 5284.738281
	Iteration 90Q: 3 clusters Score -5510331 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
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Entering Unmasked Estep 
Score: -5510332.000000 Penalty: 5284.738281
	Iteration 91Q: 3 clusters Score -5510332 nChanged 13
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Mstep: Class 1 contains 2586 members 
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	Iteration 92Q: 3 clusters Score -5510333 nChanged 17
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Mstep: Class 1 contains 2569 members 
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	Iteration 93Q: 3 clusters Score -5510332 nChanged 19
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Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5510322.500000 Penalty: 5284.738281
	Iteration 94Q: 3 clusters Score -5510322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5510327.000000 Penalty: 5284.738281
	Iteration 95Q: 3 clusters Score -5510327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5510330.500000 Penalty: 5284.738281
	Iteration 96Q: 3 clusters Score -5510330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5510341.500000 Penalty: 5284.738281
	Iteration 97Q: 3 clusters Score -5510342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5510347.000000 Penalty: 5284.738281
	Iteration 98Q: 3 clusters Score -5510347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5510346.000000 Penalty: 5284.738281
	Iteration 99Q: 3 clusters Score -5510346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -5510342.000000 Penalty: 5284.738281
	Iteration 100F: 3 clusters Score -5510342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5510343.500000 Penalty: 5284.738281
	Iteration 101Q: 3 clusters Score -5510344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5510339.000000 Penalty: 5284.738281
	Iteration 102Q: 3 clusters Score -5510339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5510339.000000 Penalty: 5284.738281
	Iteration 103Q: 3 clusters Score -5510339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5510351.000000 Penalty: 5284.738281
	Iteration 104Q: 3 clusters Score -5510351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -5510348.000000 Penalty: 5284.738281
	Iteration 105Q: 3 clusters Score -5510348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5510348.000000 Penalty: 5284.738281
	Iteration 106Q: 3 clusters Score -5510348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5510356.500000 Penalty: 5284.738281
	Iteration 107Q: 3 clusters Score -5510356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5510351.500000 Penalty: 5284.738281
	Iteration 108Q: 3 clusters Score -5510352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -5510352.500000 Penalty: 5284.738281
	Iteration 109Q: 3 clusters Score -5510352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5510352.500000 Penalty: 5284.738281
	Iteration 110Q: 3 clusters Score -5510352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -5510356.500000 Penalty: 5284.738281
	Iteration 111Q: 3 clusters Score -5510356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5510360.000000 Penalty: 5284.738281
	Iteration 112Q: 3 clusters Score -5510360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5510360.000000 Penalty: 5284.738281
	Iteration 113Q: 3 clusters Score -5510360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -5510358.500000 Penalty: 5284.738281
	Iteration 114Q: 3 clusters Score -5510358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5510354.000000 Penalty: 5284.738281
	Iteration 115Q: 3 clusters Score -5510354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5510359.500000 Penalty: 5284.738281
	Iteration 116Q: 3 clusters Score -5510360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5510362.000000 Penalty: 5284.738281
	Iteration 117Q: 3 clusters Score -5510362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -5510359.000000 Penalty: 5284.738281
	Iteration 118Q: 3 clusters Score -5510359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -5510359.000000 Penalty: 5284.738281
	Iteration 119F: 3 clusters Score -5510359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92597.171875 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92597.17 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93111.539062 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93111.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93345.429688 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93345.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93515.367188 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -93515.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93646.515625 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -93646.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93749.734375 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -93749.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93805.554688 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -93805.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93825.835938 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -93825.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93843.523438 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -93843.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93862.796875 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -93862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93864.695312 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -93864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93865.554688 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -93865.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93865.554688 Penalty: 3382.728027
	Iteration 12F: 3 clusters Score -93865.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Entering Unmasked Estep 
Score: -23077238.000000 Penalty: 2998.652588
	Iteration 0F: 2 clusters Score -2.307724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -22961550.000000 Penalty: 5997.305176
	Iteration 0F: 3 clusters Score -2.296155e+07 nChanged 85608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -23011232.000000 Penalty: 5997.305176
	Iteration 1F: 3 clusters Score -2.301123e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -23012396.000000 Penalty: 5997.305176
	Iteration 2Q: 3 clusters Score -2.30124e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -23014102.000000 Penalty: 5997.305176
	Iteration 3Q: 3 clusters Score -2.30141e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -23016424.000000 Penalty: 5997.305176
	Iteration 4Q: 3 clusters Score -2.301642e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -23019724.000000 Penalty: 5997.305176
	Iteration 5Q: 3 clusters Score -2.301972e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -23025364.000000 Penalty: 5997.305176
	Iteration 6F: 3 clusters Score -2.302536e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -23034348.000000 Penalty: 5997.305176
	Iteration 7F: 3 clusters Score -2.303435e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137165 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -23046274.000000 Penalty: 5997.305176
	Iteration 8F: 3 clusters Score -2.304627e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -23057574.000000 Penalty: 5997.305176
	Iteration 9F: 3 clusters Score -2.305757e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -23065184.000000 Penalty: 5997.305176
	Iteration 10Q: 3 clusters Score -2.306518e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160497 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -23069148.000000 Penalty: 5997.305176
	Iteration 11Q: 3 clusters Score -2.306915e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -23071124.000000 Penalty: 5997.305176
	Iteration 12Q: 3 clusters Score -2.307112e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165935 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -23072226.000000 Penalty: 5997.305176
	Iteration 13Q: 3 clusters Score -2.307223e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167918 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -23073164.000000 Penalty: 5997.305176
	Iteration 14Q: 3 clusters Score -2.307316e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -23073782.000000 Penalty: 5997.305176
	Iteration 15Q: 3 clusters Score -2.307378e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -23074296.000000 Penalty: 5997.305176
	Iteration 16Q: 3 clusters Score -2.30743e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172244 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -23074468.000000 Penalty: 5997.305176
	Iteration 17Q: 3 clusters Score -2.307447e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173255 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -23074720.000000 Penalty: 5997.305176
	Iteration 18Q: 3 clusters Score -2.307472e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174094 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -23074902.000000 Penalty: 5997.305176
	Iteration 19Q: 3 clusters Score -2.30749e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174778 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -23074972.000000 Penalty: 5997.305176
	Iteration 20F: 3 clusters Score -2.307497e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175324 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -23075066.000000 Penalty: 5997.305176
	Iteration 21Q: 3 clusters Score -2.307507e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -23075098.000000 Penalty: 5997.305176
	Iteration 22Q: 3 clusters Score -2.30751e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176046 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23075136.000000 Penalty: 5997.305176
	Iteration 23Q: 3 clusters Score -2.307514e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23075186.000000 Penalty: 5997.305176
	Iteration 24Q: 3 clusters Score -2.307519e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23075192.000000 Penalty: 5997.305176
	Iteration 25Q: 3 clusters Score -2.307519e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176610 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23075206.000000 Penalty: 5997.305176
	Iteration 26Q: 3 clusters Score -2.307521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -23075196.000000 Penalty: 5997.305176
	Iteration 27Q: 3 clusters Score -2.30752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23075188.000000 Penalty: 5997.305176
	Iteration 28Q: 3 clusters Score -2.307519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23075202.000000 Penalty: 5997.305176
	Iteration 29Q: 3 clusters Score -2.30752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176930 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23075188.000000 Penalty: 5997.305176
	Iteration 30Q: 3 clusters Score -2.307519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23075218.000000 Penalty: 5997.305176
	Iteration 31Q: 3 clusters Score -2.307522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23075228.000000 Penalty: 5997.305176
	Iteration 32Q: 3 clusters Score -2.307523e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177040 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -23075226.000000 Penalty: 5997.305176
	Iteration 33Q: 3 clusters Score -2.307523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23075214.000000 Penalty: 5997.305176
	Iteration 34Q: 3 clusters Score -2.307521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -23075236.000000 Penalty: 5997.305176
	Iteration 35Q: 3 clusters Score -2.307524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -23075214.000000 Penalty: 5997.305176
	Iteration 36Q: 3 clusters Score -2.307521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177129 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23075184.000000 Penalty: 5997.305176
	Iteration 37Q: 3 clusters Score -2.307518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177149 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23075192.000000 Penalty: 5997.305176
	Iteration 38Q: 3 clusters Score -2.307519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23075204.000000 Penalty: 5997.305176
	Iteration 39Q: 3 clusters Score -2.30752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177186 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -23075210.000000 Penalty: 5997.305176
	Iteration 40F: 3 clusters Score -2.307521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177200 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23075226.000000 Penalty: 5997.305176
	Iteration 41Q: 3 clusters Score -2.307523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23075218.000000 Penalty: 5997.305176
	Iteration 42Q: 3 clusters Score -2.307522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23075236.000000 Penalty: 5997.305176
	Iteration 43Q: 3 clusters Score -2.307524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177230 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23075230.000000 Penalty: 5997.305176
	Iteration 44Q: 3 clusters Score -2.307523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -23075252.000000 Penalty: 5997.305176
	Iteration 45Q: 3 clusters Score -2.307525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177244 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -23075252.000000 Penalty: 5997.305176
	Iteration 46Q: 3 clusters Score -2.307525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177245 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23075260.000000 Penalty: 5997.305176
	Iteration 47Q: 3 clusters Score -2.307526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177248 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23075240.000000 Penalty: 5997.305176
	Iteration 48Q: 3 clusters Score -2.307524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23075258.000000 Penalty: 5997.305176
	Iteration 49Q: 3 clusters Score -2.307526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177246 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23075268.000000 Penalty: 5997.305176
	Iteration 50Q: 3 clusters Score -2.307527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177246 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23075268.000000 Penalty: 5997.305176
	Iteration 51F: 3 clusters Score -2.307527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199283 members 
Entering Unmasked Estep 
Score: -25729828.000000 Penalty: 3026.215332
	Iteration 0F: 2 clusters Score -2.572983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -25603224.000000 Penalty: 6052.430664
	Iteration 0F: 3 clusters Score -2.560322e+07 nChanged 95732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -25659124.000000 Penalty: 6052.430664
	Iteration 1F: 3 clusters Score -2.565912e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -25660308.000000 Penalty: 6052.430664
	Iteration 2Q: 3 clusters Score -2.566031e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -25661458.000000 Penalty: 6052.430664
	Iteration 3Q: 3 clusters Score -2.566146e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -25663060.000000 Penalty: 6052.430664
	Iteration 4Q: 3 clusters Score -2.566306e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -25665466.000000 Penalty: 6052.430664
	Iteration 5Q: 3 clusters Score -2.566547e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -25668824.000000 Penalty: 6052.430664
	Iteration 6Q: 3 clusters Score -2.566882e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -25673742.000000 Penalty: 6052.430664
	Iteration 7Q: 3 clusters Score -2.567374e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -25681440.000000 Penalty: 6052.430664
	Iteration 8F: 3 clusters Score -2.568144e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -25691092.000000 Penalty: 6052.430664
	Iteration 9F: 3 clusters Score -2.569109e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -25699034.000000 Penalty: 6052.430664
	Iteration 10F: 3 clusters Score -2.569903e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -25702370.000000 Penalty: 6052.430664
	Iteration 11Q: 3 clusters Score -2.570237e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -25703502.000000 Penalty: 6052.430664
	Iteration 12Q: 3 clusters Score -2.57035e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -25704056.000000 Penalty: 6052.430664
	Iteration 13Q: 3 clusters Score -2.570406e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -25704542.000000 Penalty: 6052.430664
	Iteration 14Q: 3 clusters Score -2.570454e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -25704940.000000 Penalty: 6052.430664
	Iteration 15Q: 3 clusters Score -2.570494e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -25705434.000000 Penalty: 6052.430664
	Iteration 16Q: 3 clusters Score -2.570543e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -25706190.000000 Penalty: 6052.430664
	Iteration 17Q: 3 clusters Score -2.570619e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -25707124.000000 Penalty: 6052.430664
	Iteration 18Q: 3 clusters Score -2.570712e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -25708264.000000 Penalty: 6052.430664
	Iteration 19Q: 3 clusters Score -2.570826e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -25709508.000000 Penalty: 6052.430664
	Iteration 20F: 3 clusters Score -2.570951e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -25711168.000000 Penalty: 6052.430664
	Iteration 21Q: 3 clusters Score -2.571117e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129114 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -25712930.000000 Penalty: 6052.430664
	Iteration 22Q: 3 clusters Score -2.571293e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129888 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -25714810.000000 Penalty: 6052.430664
	Iteration 23Q: 3 clusters Score -2.571481e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -25716936.000000 Penalty: 6052.430664
	Iteration 24Q: 3 clusters Score -2.571694e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130751 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -25719100.000000 Penalty: 6052.430664
	Iteration 25Q: 3 clusters Score -2.57191e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -25720758.000000 Penalty: 6052.430664
	Iteration 26Q: 3 clusters Score -2.572076e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -25722208.000000 Penalty: 6052.430664
	Iteration 27Q: 3 clusters Score -2.572221e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -25723282.000000 Penalty: 6052.430664
	Iteration 28Q: 3 clusters Score -2.572328e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130643 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -25724080.000000 Penalty: 6052.430664
	Iteration 29Q: 3 clusters Score -2.572408e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -25724664.000000 Penalty: 6052.430664
	Iteration 30Q: 3 clusters Score -2.572466e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -25725046.000000 Penalty: 6052.430664
	Iteration 31Q: 3 clusters Score -2.572505e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -25725086.000000 Penalty: 6052.430664
	Iteration 32Q: 3 clusters Score -2.572509e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130160 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6052.430664
	Iteration 33Q: 3 clusters Score -2.572529e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -25725366.000000 Penalty: 6052.430664
	Iteration 34Q: 3 clusters Score -2.572537e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -25725460.000000 Penalty: 6052.430664
	Iteration 35Q: 3 clusters Score -2.572546e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -25725476.000000 Penalty: 6052.430664
	Iteration 36Q: 3 clusters Score -2.572548e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130064 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -25725458.000000 Penalty: 6052.430664
	Iteration 37Q: 3 clusters Score -2.572546e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130066 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -25725444.000000 Penalty: 6052.430664
	Iteration 38Q: 3 clusters Score -2.572544e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -25725446.000000 Penalty: 6052.430664
	Iteration 39Q: 3 clusters Score -2.572545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130054 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -25725518.000000 Penalty: 6052.430664
	Iteration 40F: 3 clusters Score -2.572552e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -25725514.000000 Penalty: 6052.430664
	Iteration 41Q: 3 clusters Score -2.572551e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -25725478.000000 Penalty: 6052.430664
	Iteration 42Q: 3 clusters Score -2.572548e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -25725488.000000 Penalty: 6052.430664
	Iteration 43Q: 3 clusters Score -2.572549e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -25725488.000000 Penalty: 6052.430664
	Iteration 44Q: 3 clusters Score -2.572549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -25725472.000000 Penalty: 6052.430664
	Iteration 45Q: 3 clusters Score -2.572547e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -25725462.000000 Penalty: 6052.430664
	Iteration 46Q: 3 clusters Score -2.572546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -25725474.000000 Penalty: 6052.430664
	Iteration 47Q: 3 clusters Score -2.572547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129501 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -25725502.000000 Penalty: 6052.430664
	Iteration 48Q: 3 clusters Score -2.57255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -25725476.000000 Penalty: 6052.430664
	Iteration 49Q: 3 clusters Score -2.572548e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -25725454.000000 Penalty: 6052.430664
	Iteration 50Q: 3 clusters Score -2.572545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -25725450.000000 Penalty: 6052.430664
	Iteration 51Q: 3 clusters Score -2.572545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -25725456.000000 Penalty: 6052.430664
	Iteration 52Q: 3 clusters Score -2.572546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129298 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -25725446.000000 Penalty: 6052.430664
	Iteration 53Q: 3 clusters Score -2.572545e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -25725438.000000 Penalty: 6052.430664
	Iteration 54Q: 3 clusters Score -2.572544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -25725454.000000 Penalty: 6052.430664
	Iteration 55Q: 3 clusters Score -2.572545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129161 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -25725456.000000 Penalty: 6052.430664
	Iteration 56Q: 3 clusters Score -2.572546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129122 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -25725488.000000 Penalty: 6052.430664
	Iteration 57Q: 3 clusters Score -2.572549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -25725498.000000 Penalty: 6052.430664
	Iteration 58Q: 3 clusters Score -2.57255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -25725514.000000 Penalty: 6052.430664
	Iteration 59Q: 3 clusters Score -2.572551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -25725506.000000 Penalty: 6052.430664
	Iteration 60F: 3 clusters Score -2.572551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -25725524.000000 Penalty: 6052.430664
	Iteration 61Q: 3 clusters Score -2.572552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -25725530.000000 Penalty: 6052.430664
	Iteration 62Q: 3 clusters Score -2.572553e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -25725522.000000 Penalty: 6052.430664
	Iteration 63Q: 3 clusters Score -2.572552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -25725496.000000 Penalty: 6052.430664
	Iteration 64Q: 3 clusters Score -2.57255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -25725486.000000 Penalty: 6052.430664
	Iteration 65Q: 3 clusters Score -2.572549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -25725534.000000 Penalty: 6052.430664
	Iteration 66Q: 3 clusters Score -2.572553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128686 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -25725512.000000 Penalty: 6052.430664
	Iteration 67Q: 3 clusters Score -2.572551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -25725524.000000 Penalty: 6052.430664
	Iteration 68Q: 3 clusters Score -2.572552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -25725526.000000 Penalty: 6052.430664
	Iteration 69Q: 3 clusters Score -2.572553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -25725518.000000 Penalty: 6052.430664
	Iteration 70Q: 3 clusters Score -2.572552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -25725498.000000 Penalty: 6052.430664
	Iteration 71Q: 3 clusters Score -2.57255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -25725518.000000 Penalty: 6052.430664
	Iteration 72Q: 3 clusters Score -2.572552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -25725504.000000 Penalty: 6052.430664
	Iteration 73Q: 3 clusters Score -2.57255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -25725496.000000 Penalty: 6052.430664
	Iteration 74Q: 3 clusters Score -2.57255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128370 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -25725490.000000 Penalty: 6052.430664
	Iteration 75Q: 3 clusters Score -2.572549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -25725488.000000 Penalty: 6052.430664
	Iteration 76Q: 3 clusters Score -2.572549e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128272 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -25725500.000000 Penalty: 6052.430664
	Iteration 77Q: 3 clusters Score -2.57255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -25725462.000000 Penalty: 6052.430664
	Iteration 78Q: 3 clusters Score -2.572546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -25725474.000000 Penalty: 6052.430664
	Iteration 79Q: 3 clusters Score -2.572547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -25725456.000000 Penalty: 6052.430664
	Iteration 80F: 3 clusters Score -2.572546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -25725462.000000 Penalty: 6052.430664
	Iteration 81Q: 3 clusters Score -2.572546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128094 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -25725452.000000 Penalty: 6052.430664
	Iteration 82Q: 3 clusters Score -2.572545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -25725444.000000 Penalty: 6052.430664
	Iteration 83Q: 3 clusters Score -2.572544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -25725434.000000 Penalty: 6052.430664
	Iteration 84Q: 3 clusters Score -2.572543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127957 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -25725428.000000 Penalty: 6052.430664
	Iteration 85Q: 3 clusters Score -2.572543e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -25725434.000000 Penalty: 6052.430664
	Iteration 86Q: 3 clusters Score -2.572543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -25725434.000000 Penalty: 6052.430664
	Iteration 87Q: 3 clusters Score -2.572543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -25725462.000000 Penalty: 6052.430664
	Iteration 88Q: 3 clusters Score -2.572546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -25725458.000000 Penalty: 6052.430664
	Iteration 89Q: 3 clusters Score -2.572546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -25725478.000000 Penalty: 6052.430664
	Iteration 90Q: 3 clusters Score -2.572548e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127736 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -25725484.000000 Penalty: 6052.430664
	Iteration 91Q: 3 clusters Score -2.572548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -25725508.000000 Penalty: 6052.430664
	Iteration 92Q: 3 clusters Score -2.572551e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -25725514.000000 Penalty: 6052.430664
	Iteration 93Q: 3 clusters Score -2.572551e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -25725518.000000 Penalty: 6052.430664
	Iteration 94Q: 3 clusters Score -2.572552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127583 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -25725508.000000 Penalty: 6052.430664
	Iteration 95Q: 3 clusters Score -2.572551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -25725484.000000 Penalty: 6052.430664
	Iteration 96Q: 3 clusters Score -2.572548e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -25725490.000000 Penalty: 6052.430664
	Iteration 97Q: 3 clusters Score -2.572549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -25725472.000000 Penalty: 6052.430664
	Iteration 98Q: 3 clusters Score -2.572547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -25725442.000000 Penalty: 6052.430664
	Iteration 99Q: 3 clusters Score -2.572544e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -25725472.000000 Penalty: 6052.430664
	Iteration 100F: 3 clusters Score -2.572547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -25725484.000000 Penalty: 6052.430664
	Iteration 101Q: 3 clusters Score -2.572548e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -25725520.000000 Penalty: 6052.430664
	Iteration 102Q: 3 clusters Score -2.572552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -25725490.000000 Penalty: 6052.430664
	Iteration 103Q: 3 clusters Score -2.572549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -25725476.000000 Penalty: 6052.430664
	Iteration 104Q: 3 clusters Score -2.572548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -25725454.000000 Penalty: 6052.430664
	Iteration 105Q: 3 clusters Score -2.572545e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126980 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -25725474.000000 Penalty: 6052.430664
	Iteration 106Q: 3 clusters Score -2.572547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126940 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -25725486.000000 Penalty: 6052.430664
	Iteration 107Q: 3 clusters Score -2.572549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126904 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -25725466.000000 Penalty: 6052.430664
	Iteration 108Q: 3 clusters Score -2.572547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -25725476.000000 Penalty: 6052.430664
	Iteration 109Q: 3 clusters Score -2.572548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -25725450.000000 Penalty: 6052.430664
	Iteration 110Q: 3 clusters Score -2.572545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -25725434.000000 Penalty: 6052.430664
	Iteration 111Q: 3 clusters Score -2.572543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -25725438.000000 Penalty: 6052.430664
	Iteration 112Q: 3 clusters Score -2.572544e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126675 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -25725450.000000 Penalty: 6052.430664
	Iteration 113Q: 3 clusters Score -2.572545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -25725448.000000 Penalty: 6052.430664
	Iteration 114Q: 3 clusters Score -2.572545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -25725468.000000 Penalty: 6052.430664
	Iteration 115Q: 3 clusters Score -2.572547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -25725446.000000 Penalty: 6052.430664
	Iteration 116Q: 3 clusters Score -2.572545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -25725446.000000 Penalty: 6052.430664
	Iteration 117Q: 3 clusters Score -2.572545e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -25725454.000000 Penalty: 6052.430664
	Iteration 118Q: 3 clusters Score -2.572545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -25725474.000000 Penalty: 6052.430664
	Iteration 119Q: 3 clusters Score -2.572547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -25725458.000000 Penalty: 6052.430664
	Iteration 120F: 3 clusters Score -2.572546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -25725432.000000 Penalty: 6052.430664
	Iteration 121Q: 3 clusters Score -2.572543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -25725424.000000 Penalty: 6052.430664
	Iteration 122Q: 3 clusters Score -2.572542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -25725454.000000 Penalty: 6052.430664
	Iteration 123Q: 3 clusters Score -2.572545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -25725440.000000 Penalty: 6052.430664
	Iteration 124Q: 3 clusters Score -2.572544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -25725450.000000 Penalty: 6052.430664
	Iteration 125Q: 3 clusters Score -2.572545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126132 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -25725432.000000 Penalty: 6052.430664
	Iteration 126Q: 3 clusters Score -2.572543e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -25725422.000000 Penalty: 6052.430664
	Iteration 127Q: 3 clusters Score -2.572542e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -25725480.000000 Penalty: 6052.430664
	Iteration 128Q: 3 clusters Score -2.572548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -25725458.000000 Penalty: 6052.430664
	Iteration 129Q: 3 clusters Score -2.572546e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -25725430.000000 Penalty: 6052.430664
	Iteration 130Q: 3 clusters Score -2.572543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -25725430.000000 Penalty: 6052.430664
	Iteration 131Q: 3 clusters Score -2.572543e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125756 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -25725446.000000 Penalty: 6052.430664
	Iteration 132Q: 3 clusters Score -2.572545e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125702 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -25725436.000000 Penalty: 6052.430664
	Iteration 133Q: 3 clusters Score -2.572544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -25725432.000000 Penalty: 6052.430664
	Iteration 134Q: 3 clusters Score -2.572543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -25725420.000000 Penalty: 6052.430664
	Iteration 135Q: 3 clusters Score -2.572542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -25725422.000000 Penalty: 6052.430664
	Iteration 136Q: 3 clusters Score -2.572542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -25725422.000000 Penalty: 6052.430664
	Iteration 137Q: 3 clusters Score -2.572542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125564 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -25725420.000000 Penalty: 6052.430664
	Iteration 138Q: 3 clusters Score -2.572542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -25725424.000000 Penalty: 6052.430664
	Iteration 139Q: 3 clusters Score -2.572542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -25725404.000000 Penalty: 6052.430664
	Iteration 140F: 3 clusters Score -2.57254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125496 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -25725400.000000 Penalty: 6052.430664
	Iteration 141Q: 3 clusters Score -2.57254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125474 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -25725394.000000 Penalty: 6052.430664
	Iteration 142Q: 3 clusters Score -2.572539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -25725390.000000 Penalty: 6052.430664
	Iteration 143Q: 3 clusters Score -2.572539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125432 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -25725392.000000 Penalty: 6052.430664
	Iteration 144Q: 3 clusters Score -2.572539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 145Q: 3 clusters Score -2.572537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -25725354.000000 Penalty: 6052.430664
	Iteration 146Q: 3 clusters Score -2.572535e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -25725368.000000 Penalty: 6052.430664
	Iteration 147Q: 3 clusters Score -2.572537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -25725374.000000 Penalty: 6052.430664
	Iteration 148Q: 3 clusters Score -2.572537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -25725408.000000 Penalty: 6052.430664
	Iteration 149Q: 3 clusters Score -2.572541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -25725416.000000 Penalty: 6052.430664
	Iteration 150Q: 3 clusters Score -2.572542e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 151Q: 3 clusters Score -2.572537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -25725334.000000 Penalty: 6052.430664
	Iteration 152Q: 3 clusters Score -2.572533e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 153Q: 3 clusters Score -2.572537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -25725360.000000 Penalty: 6052.430664
	Iteration 154Q: 3 clusters Score -2.572536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -25725374.000000 Penalty: 6052.430664
	Iteration 155Q: 3 clusters Score -2.572537e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124915 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 156Q: 3 clusters Score -2.572537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124854 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -25725398.000000 Penalty: 6052.430664
	Iteration 157Q: 3 clusters Score -2.57254e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -25725390.000000 Penalty: 6052.430664
	Iteration 158Q: 3 clusters Score -2.572539e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -25725394.000000 Penalty: 6052.430664
	Iteration 159Q: 3 clusters Score -2.572539e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -25725396.000000 Penalty: 6052.430664
	Iteration 160F: 3 clusters Score -2.57254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -25725368.000000 Penalty: 6052.430664
	Iteration 161Q: 3 clusters Score -2.572537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 162Q: 3 clusters Score -2.572538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -25725398.000000 Penalty: 6052.430664
	Iteration 163Q: 3 clusters Score -2.57254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -25725410.000000 Penalty: 6052.430664
	Iteration 164Q: 3 clusters Score -2.572541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -25725416.000000 Penalty: 6052.430664
	Iteration 165Q: 3 clusters Score -2.572542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124374 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -25725420.000000 Penalty: 6052.430664
	Iteration 166Q: 3 clusters Score -2.572542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -25725424.000000 Penalty: 6052.430664
	Iteration 167Q: 3 clusters Score -2.572542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -25725406.000000 Penalty: 6052.430664
	Iteration 168Q: 3 clusters Score -2.572541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124295 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -25725386.000000 Penalty: 6052.430664
	Iteration 169Q: 3 clusters Score -2.572539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 170Q: 3 clusters Score -2.572537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -25725360.000000 Penalty: 6052.430664
	Iteration 171Q: 3 clusters Score -2.572536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -25725372.000000 Penalty: 6052.430664
	Iteration 172Q: 3 clusters Score -2.572537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 173Q: 3 clusters Score -2.572538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124150 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 174Q: 3 clusters Score -2.572537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -25725394.000000 Penalty: 6052.430664
	Iteration 175Q: 3 clusters Score -2.572539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124089 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -25725388.000000 Penalty: 6052.430664
	Iteration 176Q: 3 clusters Score -2.572539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -25725384.000000 Penalty: 6052.430664
	Iteration 177Q: 3 clusters Score -2.572538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 178Q: 3 clusters Score -2.572538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -25725400.000000 Penalty: 6052.430664
	Iteration 179Q: 3 clusters Score -2.57254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -25725402.000000 Penalty: 6052.430664
	Iteration 180F: 3 clusters Score -2.57254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -25725402.000000 Penalty: 6052.430664
	Iteration 181Q: 3 clusters Score -2.57254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -25725392.000000 Penalty: 6052.430664
	Iteration 182Q: 3 clusters Score -2.572539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123852 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -25725388.000000 Penalty: 6052.430664
	Iteration 183Q: 3 clusters Score -2.572539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -25725388.000000 Penalty: 6052.430664
	Iteration 184Q: 3 clusters Score -2.572539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -25725382.000000 Penalty: 6052.430664
	Iteration 185Q: 3 clusters Score -2.572538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -25725404.000000 Penalty: 6052.430664
	Iteration 186Q: 3 clusters Score -2.57254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123768 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -25725386.000000 Penalty: 6052.430664
	Iteration 187Q: 3 clusters Score -2.572539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123746 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -25725386.000000 Penalty: 6052.430664
	Iteration 188Q: 3 clusters Score -2.572539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123717 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -25725390.000000 Penalty: 6052.430664
	Iteration 189Q: 3 clusters Score -2.572539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -25725352.000000 Penalty: 6052.430664
	Iteration 190Q: 3 clusters Score -2.572535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -25725358.000000 Penalty: 6052.430664
	Iteration 191Q: 3 clusters Score -2.572536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123643 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -25725370.000000 Penalty: 6052.430664
	Iteration 192Q: 3 clusters Score -2.572537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -25725378.000000 Penalty: 6052.430664
	Iteration 193Q: 3 clusters Score -2.572538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -25725362.000000 Penalty: 6052.430664
	Iteration 194Q: 3 clusters Score -2.572536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -25725348.000000 Penalty: 6052.430664
	Iteration 195Q: 3 clusters Score -2.572535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -25725328.000000 Penalty: 6052.430664
	Iteration 196Q: 3 clusters Score -2.572533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123542 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -25725320.000000 Penalty: 6052.430664
	Iteration 197Q: 3 clusters Score -2.572532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -25725340.000000 Penalty: 6052.430664
	Iteration 198Q: 3 clusters Score -2.572534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -25725368.000000 Penalty: 6052.430664
	Iteration 199Q: 3 clusters Score -2.572537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -25725350.000000 Penalty: 6052.430664
	Iteration 200F: 3 clusters Score -2.572535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123381 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -25725342.000000 Penalty: 6052.430664
	Iteration 201Q: 3 clusters Score -2.572534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123330 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -25725354.000000 Penalty: 6052.430664
	Iteration 202Q: 3 clusters Score -2.572535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -25725342.000000 Penalty: 6052.430664
	Iteration 203Q: 3 clusters Score -2.572534e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123214 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -25725356.000000 Penalty: 6052.430664
	Iteration 204Q: 3 clusters Score -2.572536e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -25725328.000000 Penalty: 6052.430664
	Iteration 205Q: 3 clusters Score -2.572533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123119 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -25725310.000000 Penalty: 6052.430664
	Iteration 206Q: 3 clusters Score -2.572531e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6052.430664
	Iteration 207Q: 3 clusters Score -2.572534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 208Q: 3 clusters Score -2.572538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -25725386.000000 Penalty: 6052.430664
	Iteration 209Q: 3 clusters Score -2.572539e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -25725396.000000 Penalty: 6052.430664
	Iteration 210Q: 3 clusters Score -2.57254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -25725366.000000 Penalty: 6052.430664
	Iteration 211Q: 3 clusters Score -2.572537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -25725362.000000 Penalty: 6052.430664
	Iteration 212Q: 3 clusters Score -2.572536e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -25725336.000000 Penalty: 6052.430664
	Iteration 213Q: 3 clusters Score -2.572534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122571 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -25725354.000000 Penalty: 6052.430664
	Iteration 214Q: 3 clusters Score -2.572535e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -25725382.000000 Penalty: 6052.430664
	Iteration 215Q: 3 clusters Score -2.572538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6052.430664
	Iteration 216Q: 3 clusters Score -2.572534e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -25725362.000000 Penalty: 6052.430664
	Iteration 217Q: 3 clusters Score -2.572536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 218Q: 3 clusters Score -2.572538e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122085 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -25725334.000000 Penalty: 6052.430664
	Iteration 219Q: 3 clusters Score -2.572533e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6052.430664
	Iteration 220F: 3 clusters Score -2.572535e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.572538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.572539e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121614 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.572538e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -25725324.000000 Penalty: 6052.430664
	Iteration 224Q: 3 clusters Score -2.572532e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121383 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -25725398.000000 Penalty: 6052.430664
	Iteration 225Q: 3 clusters Score -2.57254e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121245 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -25725392.000000 Penalty: 6052.430664
	Iteration 226Q: 3 clusters Score -2.572539e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -25725406.000000 Penalty: 6052.430664
	Iteration 227Q: 3 clusters Score -2.572541e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121018 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -25725406.000000 Penalty: 6052.430664
	Iteration 228Q: 3 clusters Score -2.572541e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -25725400.000000 Penalty: 6052.430664
	Iteration 229Q: 3 clusters Score -2.57254e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120790 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -25725396.000000 Penalty: 6052.430664
	Iteration 230Q: 3 clusters Score -2.57254e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -25725384.000000 Penalty: 6052.430664
	Iteration 231Q: 3 clusters Score -2.572538e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120507 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -25725408.000000 Penalty: 6052.430664
	Iteration 232Q: 3 clusters Score -2.572541e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -25725392.000000 Penalty: 6052.430664
	Iteration 233Q: 3 clusters Score -2.572539e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120269 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -25725366.000000 Penalty: 6052.430664
	Iteration 234Q: 3 clusters Score -2.572537e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120142 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -25725358.000000 Penalty: 6052.430664
	Iteration 235Q: 3 clusters Score -2.572536e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120021 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -25725382.000000 Penalty: 6052.430664
	Iteration 236Q: 3 clusters Score -2.572538e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -25725324.000000 Penalty: 6052.430664
	Iteration 237Q: 3 clusters Score -2.572532e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119780 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6052.430664
	Iteration 238Q: 3 clusters Score -2.572534e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6052.430664
	Iteration 239Q: 3 clusters Score -2.572535e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -25725318.000000 Penalty: 6052.430664
	Iteration 240F: 3 clusters Score -2.572532e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6052.430664
	Iteration 241Q: 3 clusters Score -2.572535e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2.57254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -25725400.000000 Penalty: 6052.430664
	Iteration 243Q: 3 clusters Score -2.57254e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -25725412.000000 Penalty: 6052.430664
	Iteration 244Q: 3 clusters Score -2.572541e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -25725384.000000 Penalty: 6052.430664
	Iteration 245Q: 3 clusters Score -2.572538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -25725378.000000 Penalty: 6052.430664
	Iteration 246Q: 3 clusters Score -2.572538e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -25725384.000000 Penalty: 6052.430664
	Iteration 247Q: 3 clusters Score -2.572538e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -25725374.000000 Penalty: 6052.430664
	Iteration 248Q: 3 clusters Score -2.572537e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -25725358.000000 Penalty: 6052.430664
	Iteration 249Q: 3 clusters Score -2.572536e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -25725372.000000 Penalty: 6052.430664
	Iteration 250Q: 3 clusters Score -2.572537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118473 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -25725376.000000 Penalty: 6052.430664
	Iteration 251Q: 3 clusters Score -2.572538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -25725398.000000 Penalty: 6052.430664
	Iteration 252Q: 3 clusters Score -2.57254e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -25725374.000000 Penalty: 6052.430664
	Iteration 253Q: 3 clusters Score -2.572537e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -25725340.000000 Penalty: 6052.430664
	Iteration 254Q: 3 clusters Score -2.572534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -25725310.000000 Penalty: 6052.430664
	Iteration 255Q: 3 clusters Score -2.572531e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -25725326.000000 Penalty: 6052.430664
	Iteration 256Q: 3 clusters Score -2.572533e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118023 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6052.430664
	Iteration 257Q: 3 clusters Score -2.572531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -25725334.000000 Penalty: 6052.430664
	Iteration 258Q: 3 clusters Score -2.572533e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -25725314.000000 Penalty: 6052.430664
	Iteration 259Q: 3 clusters Score -2.572531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -25725330.000000 Penalty: 6052.430664
	Iteration 260F: 3 clusters Score -2.572533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -25725308.000000 Penalty: 6052.430664
	Iteration 261Q: 3 clusters Score -2.572531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117677 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -25725326.000000 Penalty: 6052.430664
	Iteration 262Q: 3 clusters Score -2.572533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -25725338.000000 Penalty: 6052.430664
	Iteration 263Q: 3 clusters Score -2.572534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -25725342.000000 Penalty: 6052.430664
	Iteration 264Q: 3 clusters Score -2.572534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -25725372.000000 Penalty: 6052.430664
	Iteration 265Q: 3 clusters Score -2.572537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6052.430664
	Iteration 266Q: 3 clusters Score -2.572535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -25725364.000000 Penalty: 6052.430664
	Iteration 267Q: 3 clusters Score -2.572536e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -25725348.000000 Penalty: 6052.430664
	Iteration 268Q: 3 clusters Score -2.572535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -25725318.000000 Penalty: 6052.430664
	Iteration 269Q: 3 clusters Score -2.572532e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -25725326.000000 Penalty: 6052.430664
	Iteration 270Q: 3 clusters Score -2.572533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -25725288.000000 Penalty: 6052.430664
	Iteration 271Q: 3 clusters Score -2.572529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -25725280.000000 Penalty: 6052.430664
	Iteration 272Q: 3 clusters Score -2.572528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -25725254.000000 Penalty: 6052.430664
	Iteration 273Q: 3 clusters Score -2.572525e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -25725246.000000 Penalty: 6052.430664
	Iteration 274Q: 3 clusters Score -2.572525e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -25725272.000000 Penalty: 6052.430664
	Iteration 275Q: 3 clusters Score -2.572527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -25725256.000000 Penalty: 6052.430664
	Iteration 276Q: 3 clusters Score -2.572526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 277Q: 3 clusters Score -2.572526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -25725276.000000 Penalty: 6052.430664
	Iteration 278Q: 3 clusters Score -2.572528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -25725280.000000 Penalty: 6052.430664
	Iteration 279Q: 3 clusters Score -2.572528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -25725252.000000 Penalty: 6052.430664
	Iteration 280F: 3 clusters Score -2.572525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -25725250.000000 Penalty: 6052.430664
	Iteration 281Q: 3 clusters Score -2.572525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -25725250.000000 Penalty: 6052.430664
	Iteration 282Q: 3 clusters Score -2.572525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -25725266.000000 Penalty: 6052.430664
	Iteration 283Q: 3 clusters Score -2.572527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -25725270.000000 Penalty: 6052.430664
	Iteration 284Q: 3 clusters Score -2.572527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116710 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -25725282.000000 Penalty: 6052.430664
	Iteration 285Q: 3 clusters Score -2.572528e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116667 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6052.430664
	Iteration 286Q: 3 clusters Score -2.572531e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 287Q: 3 clusters Score -2.572526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116585 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -25725292.000000 Penalty: 6052.430664
	Iteration 288Q: 3 clusters Score -2.572529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -25725296.000000 Penalty: 6052.430664
	Iteration 289Q: 3 clusters Score -2.57253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 290Q: 3 clusters Score -2.572526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -25725270.000000 Penalty: 6052.430664
	Iteration 291Q: 3 clusters Score -2.572527e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -25725274.000000 Penalty: 6052.430664
	Iteration 292Q: 3 clusters Score -2.572527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -25725276.000000 Penalty: 6052.430664
	Iteration 293Q: 3 clusters Score -2.572528e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -25725272.000000 Penalty: 6052.430664
	Iteration 294Q: 3 clusters Score -2.572527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6052.430664
	Iteration 295Q: 3 clusters Score -2.572529e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -25725286.000000 Penalty: 6052.430664
	Iteration 296Q: 3 clusters Score -2.572529e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -25725286.000000 Penalty: 6052.430664
	Iteration 297Q: 3 clusters Score -2.572529e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6052.430664
	Iteration 298Q: 3 clusters Score -2.572529e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -25725284.000000 Penalty: 6052.430664
	Iteration 299Q: 3 clusters Score -2.572528e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115805 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -25725282.000000 Penalty: 6052.430664
	Iteration 300F: 3 clusters Score -2.572528e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 301Q: 3 clusters Score -2.572526e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -25725260.000000 Penalty: 6052.430664
	Iteration 302Q: 3 clusters Score -2.572526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 303Q: 3 clusters Score -2.572526e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -25725294.000000 Penalty: 6052.430664
	Iteration 304Q: 3 clusters Score -2.572529e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -25725280.000000 Penalty: 6052.430664
	Iteration 305Q: 3 clusters Score -2.572528e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -25725288.000000 Penalty: 6052.430664
	Iteration 306Q: 3 clusters Score -2.572529e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -25725266.000000 Penalty: 6052.430664
	Iteration 307Q: 3 clusters Score -2.572527e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6052.430664
	Iteration 308Q: 3 clusters Score -2.572529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -25725258.000000 Penalty: 6052.430664
	Iteration 309Q: 3 clusters Score -2.572526e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -25725262.000000 Penalty: 6052.430664
	Iteration 310Q: 3 clusters Score -2.572526e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -25725268.000000 Penalty: 6052.430664
	Iteration 311Q: 3 clusters Score -2.572527e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -25725294.000000 Penalty: 6052.430664
	Iteration 312Q: 3 clusters Score -2.572529e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -25725282.000000 Penalty: 6052.430664
	Iteration 313Q: 3 clusters Score -2.572528e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -25725302.000000 Penalty: 6052.430664
	Iteration 314Q: 3 clusters Score -2.57253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6052.430664
	Iteration 315Q: 3 clusters Score -2.572534e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -25725354.000000 Penalty: 6052.430664
	Iteration 316Q: 3 clusters Score -2.572535e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -25725336.000000 Penalty: 6052.430664
	Iteration 317Q: 3 clusters Score -2.572534e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -25725340.000000 Penalty: 6052.430664
	Iteration 318Q: 3 clusters Score -2.572534e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -25725332.000000 Penalty: 6052.430664
	Iteration 319Q: 3 clusters Score -2.572533e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -25725310.000000 Penalty: 6052.430664
	Iteration 320F: 3 clusters Score -2.572531e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6052.430664
	Iteration 321Q: 3 clusters Score -2.572529e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -25725288.000000 Penalty: 6052.430664
	Iteration 322Q: 3 clusters Score -2.572529e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -25725296.000000 Penalty: 6052.430664
	Iteration 323Q: 3 clusters Score -2.57253e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6052.430664
	Iteration 324Q: 3 clusters Score -2.572531e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6052.430664
	Iteration 325Q: 3 clusters Score -2.572531e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -25725280.000000 Penalty: 6052.430664
	Iteration 326Q: 3 clusters Score -2.572528e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -25725230.000000 Penalty: 6052.430664
	Iteration 327Q: 3 clusters Score -2.572523e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -25725176.000000 Penalty: 6052.430664
	Iteration 328Q: 3 clusters Score -2.572518e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -25725164.000000 Penalty: 6052.430664
	Iteration 329Q: 3 clusters Score -2.572516e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -25725222.000000 Penalty: 6052.430664
	Iteration 330Q: 3 clusters Score -2.572522e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -25725200.000000 Penalty: 6052.430664
	Iteration 331Q: 3 clusters Score -2.57252e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -25725224.000000 Penalty: 6052.430664
	Iteration 332Q: 3 clusters Score -2.572522e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -25725216.000000 Penalty: 6052.430664
	Iteration 333Q: 3 clusters Score -2.572522e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -25725206.000000 Penalty: 6052.430664
	Iteration 334Q: 3 clusters Score -2.572521e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -25725266.000000 Penalty: 6052.430664
	Iteration 335Q: 3 clusters Score -2.572527e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -25725270.000000 Penalty: 6052.430664
	Iteration 336Q: 3 clusters Score -2.572527e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -25725278.000000 Penalty: 6052.430664
	Iteration 337Q: 3 clusters Score -2.572528e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -25725308.000000 Penalty: 6052.430664
	Iteration 338Q: 3 clusters Score -2.572531e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -25725268.000000 Penalty: 6052.430664
	Iteration 339Q: 3 clusters Score -2.572527e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -25725248.000000 Penalty: 6052.430664
	Iteration 340F: 3 clusters Score -2.572525e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -25725198.000000 Penalty: 6052.430664
	Iteration 341Q: 3 clusters Score -2.57252e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110475 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -25725170.000000 Penalty: 6052.430664
	Iteration 342Q: 3 clusters Score -2.572517e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -25725200.000000 Penalty: 6052.430664
	Iteration 343Q: 3 clusters Score -2.57252e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -25725194.000000 Penalty: 6052.430664
	Iteration 344Q: 3 clusters Score -2.572519e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -25725162.000000 Penalty: 6052.430664
	Iteration 345Q: 3 clusters Score -2.572516e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -25725172.000000 Penalty: 6052.430664
	Iteration 346Q: 3 clusters Score -2.572517e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -2.57252e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -2.572519e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -25725140.000000 Penalty: 6052.430664
	Iteration 349Q: 3 clusters Score -2.572514e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -2.572514e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -25725114.000000 Penalty: 6052.430664
	Iteration 351Q: 3 clusters Score -2.572511e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -2.572515e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 90568 members 
Entering Unmasked Estep 
Score: -25725168.000000 Penalty: 6052.430664
	Iteration 353Q: 3 clusters Score -2.572517e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -25725186.000000 Penalty: 6052.430664
	Iteration 354Q: 3 clusters Score -2.572519e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -2.572514e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -2.572514e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -25725146.000000 Penalty: 6052.430664
	Iteration 357Q: 3 clusters Score -2.572515e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -25725150.000000 Penalty: 6052.430664
	Iteration 358Q: 3 clusters Score -2.572515e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -25725162.000000 Penalty: 6052.430664
	Iteration 359Q: 3 clusters Score -2.572516e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -25725136.000000 Penalty: 6052.430664
	Iteration 360F: 3 clusters Score -2.572514e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2.572515e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106820 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -25725126.000000 Penalty: 6052.430664
	Iteration 362Q: 3 clusters Score -2.572513e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -25725102.000000 Penalty: 6052.430664
	Iteration 363Q: 3 clusters Score -2.57251e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -25725158.000000 Penalty: 6052.430664
	Iteration 364Q: 3 clusters Score -2.572516e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -25725118.000000 Penalty: 6052.430664
	Iteration 365Q: 3 clusters Score -2.572512e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -25725122.000000 Penalty: 6052.430664
	Iteration 366Q: 3 clusters Score -2.572512e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2.572515e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -25725114.000000 Penalty: 6052.430664
	Iteration 368Q: 3 clusters Score -2.572511e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -25725074.000000 Penalty: 6052.430664
	Iteration 369Q: 3 clusters Score -2.572507e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -2.572508e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -25725090.000000 Penalty: 6052.430664
	Iteration 371Q: 3 clusters Score -2.572509e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2.572505e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 373Q: 3 clusters Score -2.572509e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -2.572508e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -25725104.000000 Penalty: 6052.430664
	Iteration 375Q: 3 clusters Score -2.57251e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -25725096.000000 Penalty: 6052.430664
	Iteration 376Q: 3 clusters Score -2.57251e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2.572511e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -25725144.000000 Penalty: 6052.430664
	Iteration 378Q: 3 clusters Score -2.572514e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -25725130.000000 Penalty: 6052.430664
	Iteration 379Q: 3 clusters Score -2.572513e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -25725084.000000 Penalty: 6052.430664
	Iteration 380F: 3 clusters Score -2.572508e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -25725120.000000 Penalty: 6052.430664
	Iteration 381Q: 3 clusters Score -2.572512e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -25725124.000000 Penalty: 6052.430664
	Iteration 382Q: 3 clusters Score -2.572512e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -2.572513e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -2.572513e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -25725136.000000 Penalty: 6052.430664
	Iteration 385Q: 3 clusters Score -2.572514e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -25725164.000000 Penalty: 6052.430664
	Iteration 386Q: 3 clusters Score -2.572516e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -25725182.000000 Penalty: 6052.430664
	Iteration 387Q: 3 clusters Score -2.572518e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -25725134.000000 Penalty: 6052.430664
	Iteration 388Q: 3 clusters Score -2.572513e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -25725146.000000 Penalty: 6052.430664
	Iteration 389Q: 3 clusters Score -2.572515e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -25725178.000000 Penalty: 6052.430664
	Iteration 390Q: 3 clusters Score -2.572518e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -2.572514e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -25725094.000000 Penalty: 6052.430664
	Iteration 392Q: 3 clusters Score -2.572509e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -25725112.000000 Penalty: 6052.430664
	Iteration 393Q: 3 clusters Score -2.572511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 98585 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -2.572513e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -2.572516e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -25725162.000000 Penalty: 6052.430664
	Iteration 396Q: 3 clusters Score -2.572516e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2.572516e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -25725132.000000 Penalty: 6052.430664
	Iteration 398Q: 3 clusters Score -2.572513e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2.572515e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -25725160.000000 Penalty: 6052.430664
	Iteration 400F: 3 clusters Score -2.572516e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2.572513e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2.572513e+07 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2.572513e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -25725142.000000 Penalty: 6052.430664
	Iteration 404Q: 3 clusters Score -2.572514e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2.572512e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -25725118.000000 Penalty: 6052.430664
	Iteration 406Q: 3 clusters Score -2.572512e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2.572514e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -25725206.000000 Penalty: 6052.430664
	Iteration 408Q: 3 clusters Score -2.572521e+07 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -25725208.000000 Penalty: 6052.430664
	Iteration 409Q: 3 clusters Score -2.572521e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -25725188.000000 Penalty: 6052.430664
	Iteration 410Q: 3 clusters Score -2.572519e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2.572514e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2.572512e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.572512e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2.572508e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -25725138.000000 Penalty: 6052.430664
	Iteration 415Q: 3 clusters Score -2.572514e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -25725180.000000 Penalty: 6052.430664
	Iteration 416Q: 3 clusters Score -2.572518e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -25725174.000000 Penalty: 6052.430664
	Iteration 417Q: 3 clusters Score -2.572517e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -25725162.000000 Penalty: 6052.430664
	Iteration 418Q: 3 clusters Score -2.572516e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 102031 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2.572515e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -25725122.000000 Penalty: 6052.430664
	Iteration 420F: 3 clusters Score -2.572512e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -2.572513e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -25725148.000000 Penalty: 6052.430664
	Iteration 422Q: 3 clusters Score -2.572515e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -25725168.000000 Penalty: 6052.430664
	Iteration 423Q: 3 clusters Score -2.572517e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 102518 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -2.572515e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 102621 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -2.572516e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -2.572516e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -25725172.000000 Penalty: 6052.430664
	Iteration 427Q: 3 clusters Score -2.572517e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -2.572514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -2.572512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -2.57251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -25725086.000000 Penalty: 6052.430664
	Iteration 431Q: 3 clusters Score -2.572509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -25725094.000000 Penalty: 6052.430664
	Iteration 432Q: 3 clusters Score -2.572509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 433Q: 3 clusters Score -2.572511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -2.57251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -25725072.000000 Penalty: 6052.430664
	Iteration 435Q: 3 clusters Score -2.572507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 103275 members 
Entering Unmasked Estep 
Score: -25725074.000000 Penalty: 6052.430664
	Iteration 436Q: 3 clusters Score -2.572507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -25725068.000000 Penalty: 6052.430664
	Iteration 437Q: 3 clusters Score -2.572507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -25725052.000000 Penalty: 6052.430664
	Iteration 438Q: 3 clusters Score -2.572505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -25725062.000000 Penalty: 6052.430664
	Iteration 439Q: 3 clusters Score -2.572506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -25725056.000000 Penalty: 6052.430664
	Iteration 440F: 3 clusters Score -2.572506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -25725070.000000 Penalty: 6052.430664
	Iteration 441Q: 3 clusters Score -2.572507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 442Q: 3 clusters Score -2.57251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -25725088.000000 Penalty: 6052.430664
	Iteration 443Q: 3 clusters Score -2.572509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 444Q: 3 clusters Score -2.572509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -25725100.000000 Penalty: 6052.430664
	Iteration 445Q: 3 clusters Score -2.57251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 446Q: 3 clusters Score -2.57251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -25725090.000000 Penalty: 6052.430664
	Iteration 447Q: 3 clusters Score -2.572509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 448Q: 3 clusters Score -2.572509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -25725112.000000 Penalty: 6052.430664
	Iteration 449Q: 3 clusters Score -2.572511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 450Q: 3 clusters Score -2.572511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -25725102.000000 Penalty: 6052.430664
	Iteration 451Q: 3 clusters Score -2.57251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 452Q: 3 clusters Score -2.572511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 453Q: 3 clusters Score -2.57251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 454Q: 3 clusters Score -2.572509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -25725080.000000 Penalty: 6052.430664
	Iteration 455Q: 3 clusters Score -2.572508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 456Q: 3 clusters Score -2.572509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -25725078.000000 Penalty: 6052.430664
	Iteration 457Q: 3 clusters Score -2.572508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -25725086.000000 Penalty: 6052.430664
	Iteration 458Q: 3 clusters Score -2.572509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -25725096.000000 Penalty: 6052.430664
	Iteration 459Q: 3 clusters Score -2.57251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 460F: 3 clusters Score -2.57251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -25725090.000000 Penalty: 6052.430664
	Iteration 461Q: 3 clusters Score -2.572509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -25725102.000000 Penalty: 6052.430664
	Iteration 462Q: 3 clusters Score -2.57251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -25725090.000000 Penalty: 6052.430664
	Iteration 463Q: 3 clusters Score -2.572509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -25725116.000000 Penalty: 6052.430664
	Iteration 464Q: 3 clusters Score -2.572512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -25725104.000000 Penalty: 6052.430664
	Iteration 465Q: 3 clusters Score -2.57251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -25725110.000000 Penalty: 6052.430664
	Iteration 466Q: 3 clusters Score -2.572511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -25725110.000000 Penalty: 6052.430664
	Iteration 467Q: 3 clusters Score -2.572511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -25725102.000000 Penalty: 6052.430664
	Iteration 468Q: 3 clusters Score -2.57251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -25725128.000000 Penalty: 6052.430664
	Iteration 469Q: 3 clusters Score -2.572513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 470Q: 3 clusters Score -2.572511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 471Q: 3 clusters Score -2.572509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -25725090.000000 Penalty: 6052.430664
	Iteration 472Q: 3 clusters Score -2.572509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 473Q: 3 clusters Score -2.57251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -25725096.000000 Penalty: 6052.430664
	Iteration 474Q: 3 clusters Score -2.57251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -25725110.000000 Penalty: 6052.430664
	Iteration 475Q: 3 clusters Score -2.572511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -25725094.000000 Penalty: 6052.430664
	Iteration 476Q: 3 clusters Score -2.572509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 477Q: 3 clusters Score -2.572511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -25725080.000000 Penalty: 6052.430664
	Iteration 478Q: 3 clusters Score -2.572508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -25725088.000000 Penalty: 6052.430664
	Iteration 479Q: 3 clusters Score -2.572509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -25725082.000000 Penalty: 6052.430664
	Iteration 480F: 3 clusters Score -2.572508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -25725078.000000 Penalty: 6052.430664
	Iteration 481Q: 3 clusters Score -2.572508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 104198 members 
Entering Unmasked Estep 
Score: -25725100.000000 Penalty: 6052.430664
	Iteration 482Q: 3 clusters Score -2.57251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -25725084.000000 Penalty: 6052.430664
	Iteration 483Q: 3 clusters Score -2.572508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -25725076.000000 Penalty: 6052.430664
	Iteration 484Q: 3 clusters Score -2.572508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -25725070.000000 Penalty: 6052.430664
	Iteration 485Q: 3 clusters Score -2.572507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -25725076.000000 Penalty: 6052.430664
	Iteration 486Q: 3 clusters Score -2.572508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -25725088.000000 Penalty: 6052.430664
	Iteration 487Q: 3 clusters Score -2.572509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6052.430664
	Iteration 488Q: 3 clusters Score -2.572509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -25725096.000000 Penalty: 6052.430664
	Iteration 489Q: 3 clusters Score -2.57251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -25725104.000000 Penalty: 6052.430664
	Iteration 490Q: 3 clusters Score -2.57251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -25725122.000000 Penalty: 6052.430664
	Iteration 491Q: 3 clusters Score -2.572512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -25725128.000000 Penalty: 6052.430664
	Iteration 492Q: 3 clusters Score -2.572513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -25725098.000000 Penalty: 6052.430664
	Iteration 493Q: 3 clusters Score -2.57251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 494Q: 3 clusters Score -2.572511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 104274 members 
Entering Unmasked Estep 
Score: -25725096.000000 Penalty: 6052.430664
	Iteration 495Q: 3 clusters Score -2.57251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -25725110.000000 Penalty: 6052.430664
	Iteration 496Q: 3 clusters Score -2.572511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -25725100.000000 Penalty: 6052.430664
	Iteration 497Q: 3 clusters Score -2.57251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -25725118.000000 Penalty: 6052.430664
	Iteration 498Q: 3 clusters Score -2.572512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 499Q: 3 clusters Score -2.572511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -25725106.000000 Penalty: 6052.430664
	Iteration 500F: 3 clusters Score -2.572511e+07 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 7 (43207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43207 members 
Entering Unmasked Estep 
Score: -5642020.000000 Penalty: 2647.091797
	Iteration 0F: 2 clusters Score -5642020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -5612765.500000 Penalty: 5294.183594
	Iteration 0F: 3 clusters Score -5612766 nChanged 19944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5624104.500000 Penalty: 5294.183594
	Iteration 1F: 3 clusters Score -5624104 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5624872 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5625737.000000 Penalty: 5294.183594
	Iteration 3Q: 3 clusters Score -5625737 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5626743.500000 Penalty: 5294.183594
	Iteration 4Q: 3 clusters Score -5626744 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5627730.000000 Penalty: 5294.183594
	Iteration 5Q: 3 clusters Score -5627730 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5628957.500000 Penalty: 5294.183594
	Iteration 6Q: 3 clusters Score -5628958 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5630390.500000 Penalty: 5294.183594
	Iteration 7F: 3 clusters Score -5630390 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5631945.500000 Penalty: 5294.183594
	Iteration 8F: 3 clusters Score -5631946 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5633376.000000 Penalty: 5294.183594
	Iteration 9F: 3 clusters Score -5633376 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5634267.500000 Penalty: 5294.183594
	Iteration 10Q: 3 clusters Score -5634268 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -5634695.500000 Penalty: 5294.183594
	Iteration 11Q: 3 clusters Score -5634696 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5634915.500000 Penalty: 5294.183594
	Iteration 12Q: 3 clusters Score -5634916 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5635025.000000 Penalty: 5294.183594
	Iteration 13Q: 3 clusters Score -5635025 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5635093.000000 Penalty: 5294.183594
	Iteration 14Q: 3 clusters Score -5635093 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -5635145.500000 Penalty: 5294.183594
	Iteration 15Q: 3 clusters Score -5635146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5635201.000000 Penalty: 5294.183594
	Iteration 16Q: 3 clusters Score -5635201 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5635227.500000 Penalty: 5294.183594
	Iteration 17Q: 3 clusters Score -5635228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -5635236.000000 Penalty: 5294.183594
	Iteration 18Q: 3 clusters Score -5635236 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5635263.500000 Penalty: 5294.183594
	Iteration 19Q: 3 clusters Score -5635264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5635292.000000 Penalty: 5294.183594
	Iteration 20F: 3 clusters Score -5635292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5635329.500000 Penalty: 5294.183594
	Iteration 21Q: 3 clusters Score -5635330 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -5635351.500000 Penalty: 5294.183594
	Iteration 22Q: 3 clusters Score -5635352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5635401.500000 Penalty: 5294.183594
	Iteration 23Q: 3 clusters Score -5635402 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5635424.500000 Penalty: 5294.183594
	Iteration 24Q: 3 clusters Score -5635424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5635441.500000 Penalty: 5294.183594
	Iteration 25Q: 3 clusters Score -5635442 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5635466.000000 Penalty: 5294.183594
	Iteration 26Q: 3 clusters Score -5635466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5635482.000000 Penalty: 5294.183594
	Iteration 27Q: 3 clusters Score -5635482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5635528.500000 Penalty: 5294.183594
	Iteration 28Q: 3 clusters Score -5635528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5635564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -5635595.000000 Penalty: 5294.183594
	Iteration 30Q: 3 clusters Score -5635595 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5635612.500000 Penalty: 5294.183594
	Iteration 31Q: 3 clusters Score -5635612 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -5635637.000000 Penalty: 5294.183594
	Iteration 32Q: 3 clusters Score -5635637 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5635654.500000 Penalty: 5294.183594
	Iteration 33Q: 3 clusters Score -5635654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5635670.000000 Penalty: 5294.183594
	Iteration 34Q: 3 clusters Score -5635670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5635675.500000 Penalty: 5294.183594
	Iteration 35Q: 3 clusters Score -5635676 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5635698.000000 Penalty: 5294.183594
	Iteration 36Q: 3 clusters Score -5635698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5635723.500000 Penalty: 5294.183594
	Iteration 37Q: 3 clusters Score -5635724 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5635764.000000 Penalty: 5294.183594
	Iteration 38Q: 3 clusters Score -5635764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -5635759.000000 Penalty: 5294.183594
	Iteration 39Q: 3 clusters Score -5635759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5635752.500000 Penalty: 5294.183594
	Iteration 40F: 3 clusters Score -5635752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5635794.000000 Penalty: 5294.183594
	Iteration 41Q: 3 clusters Score -5635794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -5635812.500000 Penalty: 5294.183594
	Iteration 42Q: 3 clusters Score -5635812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -5635840.500000 Penalty: 5294.183594
	Iteration 43Q: 3 clusters Score -5635840 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5635859.000000 Penalty: 5294.183594
	Iteration 44Q: 3 clusters Score -5635859 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -5635906.500000 Penalty: 5294.183594
	Iteration 45Q: 3 clusters Score -5635906 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5635937 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5635958.000000 Penalty: 5294.183594
	Iteration 47Q: 3 clusters Score -5635958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5636015.000000 Penalty: 5294.183594
	Iteration 48Q: 3 clusters Score -5636015 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -5636068.500000 Penalty: 5294.183594
	Iteration 49Q: 3 clusters Score -5636068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5636099.000000 Penalty: 5294.183594
	Iteration 50Q: 3 clusters Score -5636099 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -5636179.500000 Penalty: 5294.183594
	Iteration 51Q: 3 clusters Score -5636180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5636233.000000 Penalty: 5294.183594
	Iteration 52Q: 3 clusters Score -5636233 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5636318.500000 Penalty: 5294.183594
	Iteration 53Q: 3 clusters Score -5636318 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5636413.000000 Penalty: 5294.183594
	Iteration 54Q: 3 clusters Score -5636413 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -5636507.000000 Penalty: 5294.183594
	Iteration 55Q: 3 clusters Score -5636507 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -5636589.000000 Penalty: 5294.183594
	Iteration 56Q: 3 clusters Score -5636589 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -5636651.500000 Penalty: 5294.183594
	Iteration 57Q: 3 clusters Score -5636652 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -5636761.500000 Penalty: 5294.183594
	Iteration 58Q: 3 clusters Score -5636762 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5636900 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5636999 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5637105.000000 Penalty: 5294.183594
	Iteration 61Q: 3 clusters Score -5637105 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5637205.000000 Penalty: 5294.183594
	Iteration 62Q: 3 clusters Score -5637205 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5637323.500000 Penalty: 5294.183594
	Iteration 63Q: 3 clusters Score -5637324 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -5637424.000000 Penalty: 5294.183594
	Iteration 64Q: 3 clusters Score -5637424 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5637559.500000 Penalty: 5294.183594
	Iteration 65Q: 3 clusters Score -5637560 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5637698.000000 Penalty: 5294.183594
	Iteration 66Q: 3 clusters Score -5637698 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5637855.500000 Penalty: 5294.183594
	Iteration 67Q: 3 clusters Score -5637856 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -5638016.000000 Penalty: 5294.183594
	Iteration 68Q: 3 clusters Score -5638016 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5638185.500000 Penalty: 5294.183594
	Iteration 69Q: 3 clusters Score -5638186 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5638331.500000 Penalty: 5294.183594
	Iteration 70Q: 3 clusters Score -5638332 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5638463.000000 Penalty: 5294.183594
	Iteration 71Q: 3 clusters Score -5638463 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5638607.500000 Penalty: 5294.183594
	Iteration 72Q: 3 clusters Score -5638608 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5638731.500000 Penalty: 5294.183594
	Iteration 73Q: 3 clusters Score -5638732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5638833.500000 Penalty: 5294.183594
	Iteration 74Q: 3 clusters Score -5638834 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5638951.000000 Penalty: 5294.183594
	Iteration 75Q: 3 clusters Score -5638951 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5639064.500000 Penalty: 5294.183594
	Iteration 76Q: 3 clusters Score -5639064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5639162.000000 Penalty: 5294.183594
	Iteration 77Q: 3 clusters Score -5639162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5639257.000000 Penalty: 5294.183594
	Iteration 78Q: 3 clusters Score -5639257 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5639342.000000 Penalty: 5294.183594
	Iteration 79Q: 3 clusters Score -5639342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5639389.500000 Penalty: 5294.183594
	Iteration 80F: 3 clusters Score -5639390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5639437.000000 Penalty: 5294.183594
	Iteration 81Q: 3 clusters Score -5639437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5639500.500000 Penalty: 5294.183594
	Iteration 82Q: 3 clusters Score -5639500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5639550.000000 Penalty: 5294.183594
	Iteration 83Q: 3 clusters Score -5639550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5639595.000000 Penalty: 5294.183594
	Iteration 84Q: 3 clusters Score -5639595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5639627.000000 Penalty: 5294.183594
	Iteration 85Q: 3 clusters Score -5639627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5639649.000000 Penalty: 5294.183594
	Iteration 86Q: 3 clusters Score -5639649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5639665.000000 Penalty: 5294.183594
	Iteration 87Q: 3 clusters Score -5639665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5639678.500000 Penalty: 5294.183594
	Iteration 88Q: 3 clusters Score -5639678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5639692.000000 Penalty: 5294.183594
	Iteration 89Q: 3 clusters Score -5639692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5639703.500000 Penalty: 5294.183594
	Iteration 90Q: 3 clusters Score -5639704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5639702.500000 Penalty: 5294.183594
	Iteration 91Q: 3 clusters Score -5639702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5639719.000000 Penalty: 5294.183594
	Iteration 92Q: 3 clusters Score -5639719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5639728.000000 Penalty: 5294.183594
	Iteration 93Q: 3 clusters Score -5639728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5639731.500000 Penalty: 5294.183594
	Iteration 94Q: 3 clusters Score -5639732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5639734.500000 Penalty: 5294.183594
	Iteration 95Q: 3 clusters Score -5639734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5639746.000000 Penalty: 5294.183594
	Iteration 96Q: 3 clusters Score -5639746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5639750.500000 Penalty: 5294.183594
	Iteration 97Q: 3 clusters Score -5639750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5639749.000000 Penalty: 5294.183594
	Iteration 98Q: 3 clusters Score -5639749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5639759.500000 Penalty: 5294.183594
	Iteration 99Q: 3 clusters Score -5639760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5639760.500000 Penalty: 5294.183594
	Iteration 100F: 3 clusters Score -5639760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5639764.000000 Penalty: 5294.183594
	Iteration 101Q: 3 clusters Score -5639764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5639763.000000 Penalty: 5294.183594
	Iteration 102Q: 3 clusters Score -5639763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5639773.000000 Penalty: 5294.183594
	Iteration 103Q: 3 clusters Score -5639773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5639771.500000 Penalty: 5294.183594
	Iteration 104Q: 3 clusters Score -5639772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5639778.500000 Penalty: 5294.183594
	Iteration 105Q: 3 clusters Score -5639778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5639784.500000 Penalty: 5294.183594
	Iteration 106Q: 3 clusters Score -5639784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5639785.000000 Penalty: 5294.183594
	Iteration 107Q: 3 clusters Score -5639785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5639785.000000 Penalty: 5294.183594
	Iteration 108Q: 3 clusters Score -5639785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5639792.500000 Penalty: 5294.183594
	Iteration 109Q: 3 clusters Score -5639792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5639793.500000 Penalty: 5294.183594
	Iteration 110Q: 3 clusters Score -5639794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5639794.500000 Penalty: 5294.183594
	Iteration 111Q: 3 clusters Score -5639794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5639792.500000 Penalty: 5294.183594
	Iteration 112Q: 3 clusters Score -5639792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5639792.500000 Penalty: 5294.183594
	Iteration 113F: 3 clusters Score -5639792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -165038.656250 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -165038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162885.031250 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -162885 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163303.062500 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -163303.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -163397.750000 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -163397.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163473.406250 Penalty: 3585.280518
	Iteration 3Q: 3 clusters Score -163473.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163512.750000 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -163512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163547.343750 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -163547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -163583.156250 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -163583.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -163618.812500 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -163618.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163660.812500 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -163660.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -163707.531250 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -163707.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163733.234375 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -163733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -163751.671875 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -163751.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163767.203125 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -163767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163779.515625 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -163779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163782.562500 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -163782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163783.171875 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -163783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163784.265625 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -163784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163787.875000 Penalty: 3585.280518
	Iteration 17F: 3 clusters Score -163787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163812.656250 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -163812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163824.250000 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -163824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163845.968750 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -163846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163882.312500 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -163882.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -163959.609375 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -163959.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163999.546875 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -163999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -164020.031250 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -164020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -164041.921875 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -164041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -164052.437500 Penalty: 3585.280518
	Iteration 26Q: 3 clusters Score -164052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164064.171875 Penalty: 3585.280518
	Iteration 27Q: 3 clusters Score -164064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -164074.781250 Penalty: 3585.280518
	Iteration 28Q: 3 clusters Score -164074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164082.000000 Penalty: 3585.280518
	Iteration 29Q: 3 clusters Score -164082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164086.375000 Penalty: 3585.280518
	Iteration 30Q: 3 clusters Score -164086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164102.734375 Penalty: 3585.280518
	Iteration 31Q: 3 clusters Score -164102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164133.640625 Penalty: 3585.280518
	Iteration 32Q: 3 clusters Score -164133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -164167.953125 Penalty: 3585.280518
	Iteration 33Q: 3 clusters Score -164168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164184.906250 Penalty: 3585.280518
	Iteration 34Q: 3 clusters Score -164184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164194.937500 Penalty: 3585.280518
	Iteration 35Q: 3 clusters Score -164194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164199.359375 Penalty: 3585.280518
	Iteration 36Q: 3 clusters Score -164199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164205.078125 Penalty: 3585.280518
	Iteration 37Q: 3 clusters Score -164205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164210.625000 Penalty: 3585.280518
	Iteration 38Q: 3 clusters Score -164210.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164213.484375 Penalty: 3585.280518
	Iteration 39Q: 3 clusters Score -164213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164215.890625 Penalty: 3585.280518
	Iteration 40F: 3 clusters Score -164215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -164219.718750 Penalty: 3585.280518
	Iteration 41Q: 3 clusters Score -164219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -164221.812500 Penalty: 3585.280518
	Iteration 42Q: 3 clusters Score -164221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164225.500000 Penalty: 3585.280518
	Iteration 43Q: 3 clusters Score -164225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164230.578125 Penalty: 3585.280518
	Iteration 44Q: 3 clusters Score -164230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164235.750000 Penalty: 3585.280518
	Iteration 45Q: 3 clusters Score -164235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164240.421875 Penalty: 3585.280518
	Iteration 46Q: 3 clusters Score -164240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164248.265625 Penalty: 3585.280518
	Iteration 47Q: 3 clusters Score -164248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164249.671875 Penalty: 3585.280518
	Iteration 48Q: 3 clusters Score -164249.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164251.156250 Penalty: 3585.280518
	Iteration 49Q: 3 clusters Score -164251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164252.781250 Penalty: 3585.280518
	Iteration 50Q: 3 clusters Score -164252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164253.281250 Penalty: 3585.280518
	Iteration 51Q: 3 clusters Score -164253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164253.281250 Penalty: 3585.280518
	Iteration 52F: 3 clusters Score -164253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Entering Unmasked Estep 
Score: -2061560.000000 Penalty: 2397.307373
	Iteration 0F: 2 clusters Score -2061560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2050194.125000 Penalty: 4794.614746
	Iteration 0F: 3 clusters Score -2050194 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2053718.125000 Penalty: 4794.614746
	Iteration 1F: 3 clusters Score -2053718 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2054047.500000 Penalty: 4794.614746
	Iteration 2F: 3 clusters Score -2054048 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2054322.750000 Penalty: 4794.614746
	Iteration 3Q: 3 clusters Score -2054323 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2054546.125000 Penalty: 4794.614746
	Iteration 4Q: 3 clusters Score -2054546 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2054781.375000 Penalty: 4794.614746
	Iteration 5Q: 3 clusters Score -2054781 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2055068.500000 Penalty: 4794.614746
	Iteration 6Q: 3 clusters Score -2055068 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2055484.625000 Penalty: 4794.614746
	Iteration 7Q: 3 clusters Score -2055485 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2056021.875000 Penalty: 4794.614746
	Iteration 8F: 3 clusters Score -2056022 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2056680.125000 Penalty: 4794.614746
	Iteration 9F: 3 clusters Score -2056680 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2057493.375000 Penalty: 4794.614746
	Iteration 10F: 3 clusters Score -2057493 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2058262.500000 Penalty: 4794.614746
	Iteration 11F: 3 clusters Score -2058262 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2058823.625000 Penalty: 4794.614746
	Iteration 12Q: 3 clusters Score -2058824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2059202.750000 Penalty: 4794.614746
	Iteration 13Q: 3 clusters Score -2059203 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2059400.250000 Penalty: 4794.614746
	Iteration 14Q: 3 clusters Score -2059400 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2059499.125000 Penalty: 4794.614746
	Iteration 15Q: 3 clusters Score -2059499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2059538.750000 Penalty: 4794.614746
	Iteration 16Q: 3 clusters Score -2059539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2059574.750000 Penalty: 4794.614746
	Iteration 17Q: 3 clusters Score -2059575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2059599.000000 Penalty: 4794.614746
	Iteration 18Q: 3 clusters Score -2059599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2059609.750000 Penalty: 4794.614746
	Iteration 19Q: 3 clusters Score -2059610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2059610.750000 Penalty: 4794.614746
	Iteration 20F: 3 clusters Score -2059611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2059612.500000 Penalty: 4794.614746
	Iteration 21Q: 3 clusters Score -2059612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2059615.250000 Penalty: 4794.614746
	Iteration 22Q: 3 clusters Score -2059615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2059622.000000 Penalty: 4794.614746
	Iteration 23Q: 3 clusters Score -2059622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2059627.125000 Penalty: 4794.614746
	Iteration 24Q: 3 clusters Score -2059627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2059632.125000 Penalty: 4794.614746
	Iteration 25Q: 3 clusters Score -2059632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2059635.875000 Penalty: 4794.614746
	Iteration 26Q: 3 clusters Score -2059636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2059639.750000 Penalty: 4794.614746
	Iteration 27Q: 3 clusters Score -2059640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2059645.000000 Penalty: 4794.614746
	Iteration 28Q: 3 clusters Score -2059645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2059656.250000 Penalty: 4794.614746
	Iteration 29Q: 3 clusters Score -2059656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2059658.125000 Penalty: 4794.614746
	Iteration 30Q: 3 clusters Score -2059658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2059661.750000 Penalty: 4794.614746
	Iteration 31Q: 3 clusters Score -2059662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2059663.875000 Penalty: 4794.614746
	Iteration 32Q: 3 clusters Score -2059664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2059666.375000 Penalty: 4794.614746
	Iteration 33Q: 3 clusters Score -2059666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2059668.625000 Penalty: 4794.614746
	Iteration 34Q: 3 clusters Score -2059669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2059668.375000 Penalty: 4794.614746
	Iteration 35Q: 3 clusters Score -2059668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2059671.500000 Penalty: 4794.614746
	Iteration 36Q: 3 clusters Score -2059672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2059671.500000 Penalty: 4794.614746
	Iteration 37F: 3 clusters Score -2059672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Entering Unmasked Estep 
Score: -2701415.750000 Penalty: 2468.093994
	Iteration 0F: 2 clusters Score -2701416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2686659.750000 Penalty: 4936.187988
	Iteration 0F: 3 clusters Score -2686660 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2691687.500000 Penalty: 4936.187988
	Iteration 1F: 3 clusters Score -2691688 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2692175.750000 Penalty: 4936.187988
	Iteration 2F: 3 clusters Score -2692176 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2692655.250000 Penalty: 4936.187988
	Iteration 3F: 3 clusters Score -2692655 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2693262.500000 Penalty: 4936.187988
	Iteration 4F: 3 clusters Score -2693262 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2694163.750000 Penalty: 4936.187988
	Iteration 5F: 3 clusters Score -2694164 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2695319.750000 Penalty: 4936.187988
	Iteration 6F: 3 clusters Score -2695320 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2696511.000000 Penalty: 4936.187988
	Iteration 7F: 3 clusters Score -2696511 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2697641.000000 Penalty: 4936.187988
	Iteration 8F: 3 clusters Score -2697641 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2698398.000000 Penalty: 4936.187988
	Iteration 9Q: 3 clusters Score -2698398 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2698766.000000 Penalty: 4936.187988
	Iteration 10Q: 3 clusters Score -2698766 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2698979.500000 Penalty: 4936.187988
	Iteration 11Q: 3 clusters Score -2698980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2699098.000000 Penalty: 4936.187988
	Iteration 12Q: 3 clusters Score -2699098 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2699188.250000 Penalty: 4936.187988
	Iteration 13Q: 3 clusters Score -2699188 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2699285.750000 Penalty: 4936.187988
	Iteration 14Q: 3 clusters Score -2699286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2699378.250000 Penalty: 4936.187988
	Iteration 15Q: 3 clusters Score -2699378 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2699487.500000 Penalty: 4936.187988
	Iteration 16Q: 3 clusters Score -2699488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2699612.500000 Penalty: 4936.187988
	Iteration 17Q: 3 clusters Score -2699612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2699769.000000 Penalty: 4936.187988
	Iteration 18Q: 3 clusters Score -2699769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2699908.500000 Penalty: 4936.187988
	Iteration 19Q: 3 clusters Score -2699908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2700019.000000 Penalty: 4936.187988
	Iteration 20F: 3 clusters Score -2700019 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2700102.000000 Penalty: 4936.187988
	Iteration 21Q: 3 clusters Score -2700102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2700135.000000 Penalty: 4936.187988
	Iteration 22Q: 3 clusters Score -2700135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2700147.500000 Penalty: 4936.187988
	Iteration 23Q: 3 clusters Score -2700148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2700164.750000 Penalty: 4936.187988
	Iteration 24Q: 3 clusters Score -2700165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2700177.000000 Penalty: 4936.187988
	Iteration 25Q: 3 clusters Score -2700177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2700179.500000 Penalty: 4936.187988
	Iteration 26Q: 3 clusters Score -2700180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2700179.250000 Penalty: 4936.187988
	Iteration 27Q: 3 clusters Score -2700179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2700192.500000 Penalty: 4936.187988
	Iteration 28Q: 3 clusters Score -2700192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2700197.250000 Penalty: 4936.187988
	Iteration 29Q: 3 clusters Score -2700197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2700202.000000 Penalty: 4936.187988
	Iteration 30Q: 3 clusters Score -2700202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2700209.250000 Penalty: 4936.187988
	Iteration 31Q: 3 clusters Score -2700209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2700213.500000 Penalty: 4936.187988
	Iteration 32Q: 3 clusters Score -2700214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2700214.500000 Penalty: 4936.187988
	Iteration 33Q: 3 clusters Score -2700214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2700215.500000 Penalty: 4936.187988
	Iteration 34Q: 3 clusters Score -2700216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2700215.000000 Penalty: 4936.187988
	Iteration 35Q: 3 clusters Score -2700215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2700213.000000 Penalty: 4936.187988
	Iteration 36Q: 3 clusters Score -2700213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2700212.750000 Penalty: 4936.187988
	Iteration 37Q: 3 clusters Score -2700213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2700211.250000 Penalty: 4936.187988
	Iteration 38Q: 3 clusters Score -2700211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2700215.500000 Penalty: 4936.187988
	Iteration 39Q: 3 clusters Score -2700216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2700220.500000 Penalty: 4936.187988
	Iteration 40F: 3 clusters Score -2700220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2700223.000000 Penalty: 4936.187988
	Iteration 41Q: 3 clusters Score -2700223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2700222.000000 Penalty: 4936.187988
	Iteration 42Q: 3 clusters Score -2700222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2700219.000000 Penalty: 4936.187988
	Iteration 43Q: 3 clusters Score -2700219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2700221.500000 Penalty: 4936.187988
	Iteration 44Q: 3 clusters Score -2700222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2700222.000000 Penalty: 4936.187988
	Iteration 45Q: 3 clusters Score -2700222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2700220.750000 Penalty: 4936.187988
	Iteration 46Q: 3 clusters Score -2700221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2700222.250000 Penalty: 4936.187988
	Iteration 47Q: 3 clusters Score -2700222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2700224.500000 Penalty: 4936.187988
	Iteration 48Q: 3 clusters Score -2700224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2700226.500000 Penalty: 4936.187988
	Iteration 49Q: 3 clusters Score -2700226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2700229.000000 Penalty: 4936.187988
	Iteration 50Q: 3 clusters Score -2700229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2700229.000000 Penalty: 4936.187988
	Iteration 51Q: 3 clusters Score -2700229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2700229.000000 Penalty: 4936.187988
	Iteration 52F: 3 clusters Score -2700229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Entering Unmasked Estep 
Score: -2713098.250000 Penalty: 2466.053955
	Iteration 0F: 2 clusters Score -2713098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2698651.000000 Penalty: 4932.107910
	Iteration 0F: 3 clusters Score -2698651 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2703454.250000 Penalty: 4932.107910
	Iteration 1F: 3 clusters Score -2703454 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2703797.250000 Penalty: 4932.107910
	Iteration 2Q: 3 clusters Score -2703797 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2704152.250000 Penalty: 4932.107910
	Iteration 3Q: 3 clusters Score -2704152 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2704527.250000 Penalty: 4932.107910
	Iteration 4Q: 3 clusters Score -2704527 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2705001.750000 Penalty: 4932.107910
	Iteration 5Q: 3 clusters Score -2705002 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2705651.500000 Penalty: 4932.107910
	Iteration 6F: 3 clusters Score -2705652 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2706506.750000 Penalty: 4932.107910
	Iteration 7F: 3 clusters Score -2706507 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2707448.500000 Penalty: 4932.107910
	Iteration 8F: 3 clusters Score -2707448 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2708511.750000 Penalty: 4932.107910
	Iteration 9F: 3 clusters Score -2708512 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2709479.500000 Penalty: 4932.107910
	Iteration 10F: 3 clusters Score -2709480 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2710115.500000 Penalty: 4932.107910
	Iteration 11Q: 3 clusters Score -2710116 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2710455.500000 Penalty: 4932.107910
	Iteration 12Q: 3 clusters Score -2710456 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2710622.000000 Penalty: 4932.107910
	Iteration 13Q: 3 clusters Score -2710622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2710736.500000 Penalty: 4932.107910
	Iteration 14Q: 3 clusters Score -2710736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2710809.000000 Penalty: 4932.107910
	Iteration 15Q: 3 clusters Score -2710809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2710873.750000 Penalty: 4932.107910
	Iteration 16Q: 3 clusters Score -2710874 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2710930.000000 Penalty: 4932.107910
	Iteration 17Q: 3 clusters Score -2710930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2710968.500000 Penalty: 4932.107910
	Iteration 18Q: 3 clusters Score -2710968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2711000.250000 Penalty: 4932.107910
	Iteration 19Q: 3 clusters Score -2711000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2711037.500000 Penalty: 4932.107910
	Iteration 20F: 3 clusters Score -2711038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2711071.500000 Penalty: 4932.107910
	Iteration 21Q: 3 clusters Score -2711072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2711095.250000 Penalty: 4932.107910
	Iteration 22Q: 3 clusters Score -2711095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2711120.250000 Penalty: 4932.107910
	Iteration 23Q: 3 clusters Score -2711120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2711134.500000 Penalty: 4932.107910
	Iteration 24Q: 3 clusters Score -2711134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2711156.000000 Penalty: 4932.107910
	Iteration 25Q: 3 clusters Score -2711156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2711182.000000 Penalty: 4932.107910
	Iteration 26Q: 3 clusters Score -2711182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2711199.250000 Penalty: 4932.107910
	Iteration 27Q: 3 clusters Score -2711199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2711205.000000 Penalty: 4932.107910
	Iteration 28Q: 3 clusters Score -2711205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2711213.500000 Penalty: 4932.107910
	Iteration 29Q: 3 clusters Score -2711214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2711222.000000 Penalty: 4932.107910
	Iteration 30Q: 3 clusters Score -2711222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2711229.250000 Penalty: 4932.107910
	Iteration 31Q: 3 clusters Score -2711229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2711230.500000 Penalty: 4932.107910
	Iteration 32Q: 3 clusters Score -2711230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2711237.750000 Penalty: 4932.107910
	Iteration 33Q: 3 clusters Score -2711238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2711236.000000 Penalty: 4932.107910
	Iteration 34Q: 3 clusters Score -2711236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2711238.750000 Penalty: 4932.107910
	Iteration 35Q: 3 clusters Score -2711239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2711237.750000 Penalty: 4932.107910
	Iteration 36Q: 3 clusters Score -2711238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2711241.000000 Penalty: 4932.107910
	Iteration 37Q: 3 clusters Score -2711241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2711251.000000 Penalty: 4932.107910
	Iteration 38Q: 3 clusters Score -2711251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2711250.500000 Penalty: 4932.107910
	Iteration 39Q: 3 clusters Score -2711250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2711245.250000 Penalty: 4932.107910
	Iteration 40F: 3 clusters Score -2711245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2711241.250000 Penalty: 4932.107910
	Iteration 41Q: 3 clusters Score -2711241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2711244.750000 Penalty: 4932.107910
	Iteration 42Q: 3 clusters Score -2711245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2711250.250000 Penalty: 4932.107910
	Iteration 43Q: 3 clusters Score -2711250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2711246.750000 Penalty: 4932.107910
	Iteration 44Q: 3 clusters Score -2711247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2711246.750000 Penalty: 4932.107910
	Iteration 45Q: 3 clusters Score -2711247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2711248.250000 Penalty: 4932.107910
	Iteration 46Q: 3 clusters Score -2711248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2711253.750000 Penalty: 4932.107910
	Iteration 47Q: 3 clusters Score -2711254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2711252.000000 Penalty: 4932.107910
	Iteration 48Q: 3 clusters Score -2711252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2711255.500000 Penalty: 4932.107910
	Iteration 49Q: 3 clusters Score -2711256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2711253.750000 Penalty: 4932.107910
	Iteration 50Q: 3 clusters Score -2711254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2711255.750000 Penalty: 4932.107910
	Iteration 51Q: 3 clusters Score -2711256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2711253.500000 Penalty: 4932.107910
	Iteration 52Q: 3 clusters Score -2711254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2711255.000000 Penalty: 4932.107910
	Iteration 53Q: 3 clusters Score -2711255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2711259.250000 Penalty: 4932.107910
	Iteration 54Q: 3 clusters Score -2711259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2711256.750000 Penalty: 4932.107910
	Iteration 55Q: 3 clusters Score -2711257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2711260.500000 Penalty: 4932.107910
	Iteration 56Q: 3 clusters Score -2711260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2711258.000000 Penalty: 4932.107910
	Iteration 57Q: 3 clusters Score -2711258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2711257.500000 Penalty: 4932.107910
	Iteration 58Q: 3 clusters Score -2711258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2711257.500000 Penalty: 4932.107910
	Iteration 59F: 3 clusters Score -2711258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61408.328125 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61408.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59837.941406 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59837.94 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60099.042969 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60099.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60221.175781 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60221.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60302.085938 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -60302.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60464.113281 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -60464.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60626.000000 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -60626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60842.160156 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -60842.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61099.242188 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61099.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61465.832031 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -61465.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61935.074219 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -61935.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -62022.125000 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -62022.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62026.792969 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -62026.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62026.792969 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -62026.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 42392 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178321 members 
Mstep: Class 6 contains 199283 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 20994 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 180059 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79761 members 
Mstep: Class 17 contains 170233 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 161981 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170677 members 
Mstep: Class 23 contains 437 members 
Entering Unmasked Estep 
Score: -166450880.000000 Penalty: 80372.445312
Splitting cluster 12 changes total score from -166452048.000000 to -166450880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -64944.558594 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -64944.56 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 356 members 
Entering Unmasked Estep 
Score: -63383.644531 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -63383.64 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63863.816406 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -63863.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64106.425781 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -64106.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64228.546875 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -64228.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64306.320312 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -64306.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64376.601562 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -64376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64447.632812 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -64447.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64512.058594 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -64512.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64556.128906 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -64556.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64615.421875 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -64615.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64672.949219 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -64672.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64724.648438 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -64724.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64786.726562 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -64786.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64840.265625 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -64840.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64874.308594 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -64874.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64933.714844 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -64933.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65053.851562 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -65053.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65157.867188 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -65157.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65163.855469 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -65163.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65170.472656 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -65170.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65170.472656 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -65170.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 42392 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178321 members 
Mstep: Class 6 contains 199283 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 20994 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 383 members 
Mstep: Class 14 contains 180059 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79761 members 
Mstep: Class 17 contains 170233 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 161981 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170677 members 
Mstep: Class 23 contains 282 members 
Entering Unmasked Estep 
Score: -166450816.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166452048.000000 to -166450816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (180059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Entering Unmasked Estep 
Score: -23135800.000000 Penalty: 3001.057861
	Iteration 0F: 2 clusters Score -2.31358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -23016624.000000 Penalty: 6002.115723
	Iteration 0F: 3 clusters Score -2.301662e+07 nChanged 86399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -23067346.000000 Penalty: 6002.115723
	Iteration 1F: 3 clusters Score -2.306735e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -23069020.000000 Penalty: 6002.115723
	Iteration 2Q: 3 clusters Score -2.306902e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -23072406.000000 Penalty: 6002.115723
	Iteration 3Q: 3 clusters Score -2.307241e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -23078780.000000 Penalty: 6002.115723
	Iteration 4F: 3 clusters Score -2.307878e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -23090230.000000 Penalty: 6002.115723
	Iteration 5F: 3 clusters Score -2.309023e+07 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -23106352.000000 Penalty: 6002.115723
	Iteration 6F: 3 clusters Score -2.310635e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -23120840.000000 Penalty: 6002.115723
	Iteration 7F: 3 clusters Score -2.312084e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -23128626.000000 Penalty: 6002.115723
	Iteration 8Q: 3 clusters Score -2.312863e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 177780 members 
Entering Unmasked Estep 
Score: -23131548.000000 Penalty: 6002.115723
	Iteration 9Q: 3 clusters Score -2.313155e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 178989 members 
Entering Unmasked Estep 
Score: -23132452.000000 Penalty: 6002.115723
	Iteration 10Q: 3 clusters Score -2.313245e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -23132756.000000 Penalty: 6002.115723
	Iteration 11Q: 3 clusters Score -2.313276e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 179542 members 
Entering Unmasked Estep 
Score: -23132974.000000 Penalty: 6002.115723
	Iteration 12Q: 3 clusters Score -2.313297e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -23133068.000000 Penalty: 6002.115723
	Iteration 13Q: 3 clusters Score -2.313307e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 179627 members 
Entering Unmasked Estep 
Score: -23133120.000000 Penalty: 6002.115723
	Iteration 14Q: 3 clusters Score -2.313312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -23133142.000000 Penalty: 6002.115723
	Iteration 15Q: 3 clusters Score -2.313314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 179652 members 
Entering Unmasked Estep 
Score: -23133148.000000 Penalty: 6002.115723
	Iteration 16Q: 3 clusters Score -2.313315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -23133178.000000 Penalty: 6002.115723
	Iteration 17Q: 3 clusters Score -2.313318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -23133204.000000 Penalty: 6002.115723
	Iteration 18Q: 3 clusters Score -2.31332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -23133220.000000 Penalty: 6002.115723
	Iteration 19Q: 3 clusters Score -2.313322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -23133240.000000 Penalty: 6002.115723
	Iteration 20F: 3 clusters Score -2.313324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -23133270.000000 Penalty: 6002.115723
	Iteration 21Q: 3 clusters Score -2.313327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 179680 members 
Entering Unmasked Estep 
Score: -23133272.000000 Penalty: 6002.115723
	Iteration 22Q: 3 clusters Score -2.313327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -23133260.000000 Penalty: 6002.115723
	Iteration 23Q: 3 clusters Score -2.313326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -23133278.000000 Penalty: 6002.115723
	Iteration 24Q: 3 clusters Score -2.313328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -23133280.000000 Penalty: 6002.115723
	Iteration 25Q: 3 clusters Score -2.313328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 179688 members 
Entering Unmasked Estep 
Score: -23133276.000000 Penalty: 6002.115723
	Iteration 26Q: 3 clusters Score -2.313328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 179690 members 
Entering Unmasked Estep 
Score: -23133280.000000 Penalty: 6002.115723
	Iteration 27Q: 3 clusters Score -2.313328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -23133282.000000 Penalty: 6002.115723
	Iteration 28Q: 3 clusters Score -2.313328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -23133282.000000 Penalty: 6002.115723
	Iteration 29F: 3 clusters Score -2.313328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -69040.195312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -69040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67443.414062 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -67443.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67594.046875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -67594.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67681.710938 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -67681.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67705.906250 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -67705.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67715.414062 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -67715.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67739.914062 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -67739.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67752.578125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -67752.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67759.859375 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -67759.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67763.125000 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -67763.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67763.125000 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -67763.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Entering Unmasked Estep 
Score: -9978354.000000 Penalty: 2799.123779
	Iteration 0F: 2 clusters Score -9978354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9924769.000000 Penalty: 5598.247559
	Iteration 0F: 3 clusters Score -9924769 nChanged 37718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -9946006.000000 Penalty: 5598.247559
	Iteration 1F: 3 clusters Score -9946006 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -9946651.000000 Penalty: 5598.247559
	Iteration 2Q: 3 clusters Score -9946651 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -9947310.000000 Penalty: 5598.247559
	Iteration 3Q: 3 clusters Score -9947310 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -9948293.000000 Penalty: 5598.247559
	Iteration 4Q: 3 clusters Score -9948293 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9949957.000000 Penalty: 5598.247559
	Iteration 5Q: 3 clusters Score -9949957 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -9952496.000000 Penalty: 5598.247559
	Iteration 6F: 3 clusters Score -9952496 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -9956586.000000 Penalty: 5598.247559
	Iteration 7F: 3 clusters Score -9956586 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9962392.000000 Penalty: 5598.247559
	Iteration 8F: 3 clusters Score -9962392 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -9968546.000000 Penalty: 5598.247559
	Iteration 9F: 3 clusters Score -9968546 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -9972947.000000 Penalty: 5598.247559
	Iteration 10F: 3 clusters Score -9972947 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9975049.000000 Penalty: 5598.247559
	Iteration 11Q: 3 clusters Score -9975049 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -9975742.000000 Penalty: 5598.247559
	Iteration 12Q: 3 clusters Score -9975742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -9975914.000000 Penalty: 5598.247559
	Iteration 13Q: 3 clusters Score -9975914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -9975978.000000 Penalty: 5598.247559
	Iteration 14Q: 3 clusters Score -9975978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -9976022.000000 Penalty: 5598.247559
	Iteration 15Q: 3 clusters Score -9976022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -9976039.000000 Penalty: 5598.247559
	Iteration 16Q: 3 clusters Score -9976039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -9976055.000000 Penalty: 5598.247559
	Iteration 17Q: 3 clusters Score -9976055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -9976067.000000 Penalty: 5598.247559
	Iteration 18Q: 3 clusters Score -9976067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -9976065.000000 Penalty: 5598.247559
	Iteration 19Q: 3 clusters Score -9976065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -9976074.000000 Penalty: 5598.247559
	Iteration 20F: 3 clusters Score -9976074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -9976080.000000 Penalty: 5598.247559
	Iteration 21Q: 3 clusters Score -9976080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -9976081.000000 Penalty: 5598.247559
	Iteration 22Q: 3 clusters Score -9976081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -9976074.000000 Penalty: 5598.247559
	Iteration 23Q: 3 clusters Score -9976074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -9976074.000000 Penalty: 5598.247559
	Iteration 24F: 3 clusters Score -9976074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Entering Unmasked Estep 
Score: -22122584.000000 Penalty: 2987.141113
	Iteration 0F: 2 clusters Score -2.212258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -22010748.000000 Penalty: 5974.282227
	Iteration 0F: 3 clusters Score -2.201075e+07 nChanged 81490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -22058546.000000 Penalty: 5974.282227
	Iteration 1F: 3 clusters Score -2.205855e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -22059244.000000 Penalty: 5974.282227
	Iteration 2Q: 3 clusters Score -2.205924e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -22059974.000000 Penalty: 5974.282227
	Iteration 3Q: 3 clusters Score -2.205997e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -22060558.000000 Penalty: 5974.282227
	Iteration 4Q: 3 clusters Score -2.206056e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -22061788.000000 Penalty: 5974.282227
	Iteration 5Q: 3 clusters Score -2.206179e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -22063584.000000 Penalty: 5974.282227
	Iteration 6Q: 3 clusters Score -2.206358e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -22066242.000000 Penalty: 5974.282227
	Iteration 7Q: 3 clusters Score -2.206624e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -22071200.000000 Penalty: 5974.282227
	Iteration 8F: 3 clusters Score -2.20712e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -22079168.000000 Penalty: 5974.282227
	Iteration 9F: 3 clusters Score -2.207917e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137741 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -22090702.000000 Penalty: 5974.282227
	Iteration 10F: 3 clusters Score -2.20907e+07 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -22103268.000000 Penalty: 5974.282227
	Iteration 11F: 3 clusters Score -2.210327e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -22112822.000000 Penalty: 5974.282227
	Iteration 12F: 3 clusters Score -2.211282e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -22117322.000000 Penalty: 5974.282227
	Iteration 13Q: 3 clusters Score -2.211732e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22118932.000000 Penalty: 5974.282227
	Iteration 14Q: 3 clusters Score -2.211893e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22119568.000000 Penalty: 5974.282227
	Iteration 15Q: 3 clusters Score -2.211957e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22119816.000000 Penalty: 5974.282227
	Iteration 16Q: 3 clusters Score -2.211982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22119890.000000 Penalty: 5974.282227
	Iteration 17Q: 3 clusters Score -2.211989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22119940.000000 Penalty: 5974.282227
	Iteration 18Q: 3 clusters Score -2.211994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22119978.000000 Penalty: 5974.282227
	Iteration 19Q: 3 clusters Score -2.211998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22120018.000000 Penalty: 5974.282227
	Iteration 20F: 3 clusters Score -2.212002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22120020.000000 Penalty: 5974.282227
	Iteration 21Q: 3 clusters Score -2.212002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 5974.282227
	Iteration 22Q: 3 clusters Score -2.212004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22120028.000000 Penalty: 5974.282227
	Iteration 23Q: 3 clusters Score -2.212003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22120030.000000 Penalty: 5974.282227
	Iteration 24Q: 3 clusters Score -2.212003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 5974.282227
	Iteration 25Q: 3 clusters Score -2.212004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22120052.000000 Penalty: 5974.282227
	Iteration 26Q: 3 clusters Score -2.212005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22120056.000000 Penalty: 5974.282227
	Iteration 27Q: 3 clusters Score -2.212006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22120060.000000 Penalty: 5974.282227
	Iteration 28Q: 3 clusters Score -2.212006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22120064.000000 Penalty: 5974.282227
	Iteration 29Q: 3 clusters Score -2.212006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169902 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22120080.000000 Penalty: 5974.282227
	Iteration 30Q: 3 clusters Score -2.212008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22120074.000000 Penalty: 5974.282227
	Iteration 31Q: 3 clusters Score -2.212007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22120092.000000 Penalty: 5974.282227
	Iteration 32Q: 3 clusters Score -2.212009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22120100.000000 Penalty: 5974.282227
	Iteration 33Q: 3 clusters Score -2.21201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22120110.000000 Penalty: 5974.282227
	Iteration 34Q: 3 clusters Score -2.212011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22120098.000000 Penalty: 5974.282227
	Iteration 35Q: 3 clusters Score -2.21201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22120096.000000 Penalty: 5974.282227
	Iteration 36Q: 3 clusters Score -2.21201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22120096.000000 Penalty: 5974.282227
	Iteration 37F: 3 clusters Score -2.21201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -1444245.500000 Penalty: 2322.846680
	Iteration 0F: 2 clusters Score -1444246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1435408.625000 Penalty: 4645.693359
	Iteration 0F: 3 clusters Score -1435409 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1438093.375000 Penalty: 4645.693359
	Iteration 1F: 3 clusters Score -1438093 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1438389.125000 Penalty: 4645.693359
	Iteration 2F: 3 clusters Score -1438389 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1438631.125000 Penalty: 4645.693359
	Iteration 3F: 3 clusters Score -1438631 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1438818.125000 Penalty: 4645.693359
	Iteration 4Q: 3 clusters Score -1438818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1438961.875000 Penalty: 4645.693359
	Iteration 5Q: 3 clusters Score -1438962 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1439095.500000 Penalty: 4645.693359
	Iteration 6Q: 3 clusters Score -1439096 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1439224.250000 Penalty: 4645.693359
	Iteration 7Q: 3 clusters Score -1439224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1439368.250000 Penalty: 4645.693359
	Iteration 8Q: 3 clusters Score -1439368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1439515.375000 Penalty: 4645.693359
	Iteration 9Q: 3 clusters Score -1439515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1439689.375000 Penalty: 4645.693359
	Iteration 10Q: 3 clusters Score -1439689 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1439892.875000 Penalty: 4645.693359
	Iteration 11Q: 3 clusters Score -1439893 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1440089.375000 Penalty: 4645.693359
	Iteration 12Q: 3 clusters Score -1440089 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1440325.875000 Penalty: 4645.693359
	Iteration 13Q: 3 clusters Score -1440326 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1440590.625000 Penalty: 4645.693359
	Iteration 14Q: 3 clusters Score -1440591 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1440868.500000 Penalty: 4645.693359
	Iteration 15Q: 3 clusters Score -1440868 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1441175.125000 Penalty: 4645.693359
	Iteration 16Q: 3 clusters Score -1441175 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1441503.000000 Penalty: 4645.693359
	Iteration 17Q: 3 clusters Score -1441503 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1441814.500000 Penalty: 4645.693359
	Iteration 18Q: 3 clusters Score -1441814 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1442091.500000 Penalty: 4645.693359
	Iteration 19Q: 3 clusters Score -1442092 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1442331.000000 Penalty: 4645.693359
	Iteration 20F: 3 clusters Score -1442331 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1442567.625000 Penalty: 4645.693359
	Iteration 21Q: 3 clusters Score -1442568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1442777.125000 Penalty: 4645.693359
	Iteration 22Q: 3 clusters Score -1442777 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1442945.000000 Penalty: 4645.693359
	Iteration 23Q: 3 clusters Score -1442945 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1443066.625000 Penalty: 4645.693359
	Iteration 24Q: 3 clusters Score -1443067 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1443144.375000 Penalty: 4645.693359
	Iteration 25Q: 3 clusters Score -1443144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1443207.500000 Penalty: 4645.693359
	Iteration 26Q: 3 clusters Score -1443208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1443255.250000 Penalty: 4645.693359
	Iteration 27Q: 3 clusters Score -1443255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1443296.625000 Penalty: 4645.693359
	Iteration 28Q: 3 clusters Score -1443297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1443331.000000 Penalty: 4645.693359
	Iteration 29Q: 3 clusters Score -1443331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1443368.500000 Penalty: 4645.693359
	Iteration 30Q: 3 clusters Score -1443368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1443410.000000 Penalty: 4645.693359
	Iteration 31Q: 3 clusters Score -1443410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1443450.875000 Penalty: 4645.693359
	Iteration 32Q: 3 clusters Score -1443451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1443468.625000 Penalty: 4645.693359
	Iteration 33Q: 3 clusters Score -1443469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1443490.750000 Penalty: 4645.693359
	Iteration 34Q: 3 clusters Score -1443491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1443504.750000 Penalty: 4645.693359
	Iteration 35Q: 3 clusters Score -1443505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1443521.000000 Penalty: 4645.693359
	Iteration 36Q: 3 clusters Score -1443521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1443531.625000 Penalty: 4645.693359
	Iteration 37Q: 3 clusters Score -1443532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1443536.625000 Penalty: 4645.693359
	Iteration 38Q: 3 clusters Score -1443537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1443542.375000 Penalty: 4645.693359
	Iteration 39Q: 3 clusters Score -1443542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1443545.375000 Penalty: 4645.693359
	Iteration 40F: 3 clusters Score -1443545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1443546.750000 Penalty: 4645.693359
	Iteration 41Q: 3 clusters Score -1443547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1443554.625000 Penalty: 4645.693359
	Iteration 42Q: 3 clusters Score -1443555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1443559.875000 Penalty: 4645.693359
	Iteration 43Q: 3 clusters Score -1443560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1443560.750000 Penalty: 4645.693359
	Iteration 44Q: 3 clusters Score -1443561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1443563.250000 Penalty: 4645.693359
	Iteration 45Q: 3 clusters Score -1443563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1443563.625000 Penalty: 4645.693359
	Iteration 46Q: 3 clusters Score -1443564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1443562.750000 Penalty: 4645.693359
	Iteration 47Q: 3 clusters Score -1443563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1443562.250000 Penalty: 4645.693359
	Iteration 48Q: 3 clusters Score -1443562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1443563.625000 Penalty: 4645.693359
	Iteration 49Q: 3 clusters Score -1443564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1443567.750000 Penalty: 4645.693359
	Iteration 50Q: 3 clusters Score -1443568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1443567.125000 Penalty: 4645.693359
	Iteration 51Q: 3 clusters Score -1443567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1443565.125000 Penalty: 4645.693359
	Iteration 52Q: 3 clusters Score -1443565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1443566.250000 Penalty: 4645.693359
	Iteration 53Q: 3 clusters Score -1443566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1443565.750000 Penalty: 4645.693359
	Iteration 54Q: 3 clusters Score -1443566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1443565.750000 Penalty: 4645.693359
	Iteration 55F: 3 clusters Score -1443566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Entering Unmasked Estep 
Score: -1031601.625000 Penalty: 2243.099854
	Iteration 0F: 2 clusters Score -1031602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1024922.562500 Penalty: 4486.199707
	Iteration 0F: 3 clusters Score -1024923 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1026956.750000 Penalty: 4486.199707
	Iteration 1F: 3 clusters Score -1026957 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1027569.937500 Penalty: 4486.199707
	Iteration 2F: 3 clusters Score -1027570 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1028086.437500 Penalty: 4486.199707
	Iteration 3F: 3 clusters Score -1028086 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1028393.437500 Penalty: 4486.199707
	Iteration 4F: 3 clusters Score -1028393 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1028588.937500 Penalty: 4486.199707
	Iteration 5Q: 3 clusters Score -1028589 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1028724.500000 Penalty: 4486.199707
	Iteration 6Q: 3 clusters Score -1028724 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1028815.750000 Penalty: 4486.199707
	Iteration 7Q: 3 clusters Score -1028816 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1028883.562500 Penalty: 4486.199707
	Iteration 8Q: 3 clusters Score -1028884 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1028940.000000 Penalty: 4486.199707
	Iteration 9Q: 3 clusters Score -1028940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1028985.562500 Penalty: 4486.199707
	Iteration 10Q: 3 clusters Score -1028986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1029018.312500 Penalty: 4486.199707
	Iteration 11Q: 3 clusters Score -1029018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1029054.875000 Penalty: 4486.199707
	Iteration 12Q: 3 clusters Score -1029055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1029087.500000 Penalty: 4486.199707
	Iteration 13Q: 3 clusters Score -1029088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1029107.625000 Penalty: 4486.199707
	Iteration 14Q: 3 clusters Score -1029108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1029129.125000 Penalty: 4486.199707
	Iteration 15Q: 3 clusters Score -1029129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1029154.250000 Penalty: 4486.199707
	Iteration 16Q: 3 clusters Score -1029154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1029172.750000 Penalty: 4486.199707
	Iteration 17Q: 3 clusters Score -1029173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1029192.625000 Penalty: 4486.199707
	Iteration 18Q: 3 clusters Score -1029193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1029207.187500 Penalty: 4486.199707
	Iteration 19Q: 3 clusters Score -1029207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1029223.562500 Penalty: 4486.199707
	Iteration 20F: 3 clusters Score -1029224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1029238.125000 Penalty: 4486.199707
	Iteration 21Q: 3 clusters Score -1029238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1029251.625000 Penalty: 4486.199707
	Iteration 22Q: 3 clusters Score -1029252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1029272.750000 Penalty: 4486.199707
	Iteration 23Q: 3 clusters Score -1029273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1029294.562500 Penalty: 4486.199707
	Iteration 24Q: 3 clusters Score -1029295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1029315.750000 Penalty: 4486.199707
	Iteration 25Q: 3 clusters Score -1029316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1029341.500000 Penalty: 4486.199707
	Iteration 26Q: 3 clusters Score -1029342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1029378.312500 Penalty: 4486.199707
	Iteration 27Q: 3 clusters Score -1029378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1029416.937500 Penalty: 4486.199707
	Iteration 28Q: 3 clusters Score -1029417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1029448.375000 Penalty: 4486.199707
	Iteration 29Q: 3 clusters Score -1029448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1029480.187500 Penalty: 4486.199707
	Iteration 30Q: 3 clusters Score -1029480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1029514.125000 Penalty: 4486.199707
	Iteration 31Q: 3 clusters Score -1029514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1029546.750000 Penalty: 4486.199707
	Iteration 32Q: 3 clusters Score -1029547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1029592.750000 Penalty: 4486.199707
	Iteration 33Q: 3 clusters Score -1029593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1029638.750000 Penalty: 4486.199707
	Iteration 34Q: 3 clusters Score -1029639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1029688.000000 Penalty: 4486.199707
	Iteration 35Q: 3 clusters Score -1029688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1029745.375000 Penalty: 4486.199707
	Iteration 36Q: 3 clusters Score -1029745 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1029836.437500 Penalty: 4486.199707
	Iteration 37Q: 3 clusters Score -1029836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1029935.812500 Penalty: 4486.199707
	Iteration 38Q: 3 clusters Score -1029936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1030021.062500 Penalty: 4486.199707
	Iteration 39Q: 3 clusters Score -1030021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1030103.000000 Penalty: 4486.199707
	Iteration 40F: 3 clusters Score -1030103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1030177.687500 Penalty: 4486.199707
	Iteration 41Q: 3 clusters Score -1030178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1030238.187500 Penalty: 4486.199707
	Iteration 42Q: 3 clusters Score -1030238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1030307.562500 Penalty: 4486.199707
	Iteration 43Q: 3 clusters Score -1030308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1030368.937500 Penalty: 4486.199707
	Iteration 44Q: 3 clusters Score -1030369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1030427.250000 Penalty: 4486.199707
	Iteration 45Q: 3 clusters Score -1030427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1030461.312500 Penalty: 4486.199707
	Iteration 46Q: 3 clusters Score -1030461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1030485.437500 Penalty: 4486.199707
	Iteration 47Q: 3 clusters Score -1030485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1030513.375000 Penalty: 4486.199707
	Iteration 48Q: 3 clusters Score -1030513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1030533.187500 Penalty: 4486.199707
	Iteration 49Q: 3 clusters Score -1030533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1030546.937500 Penalty: 4486.199707
	Iteration 50Q: 3 clusters Score -1030547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1030560.437500 Penalty: 4486.199707
	Iteration 51Q: 3 clusters Score -1030560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1030567.937500 Penalty: 4486.199707
	Iteration 52Q: 3 clusters Score -1030568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1030571.687500 Penalty: 4486.199707
	Iteration 53Q: 3 clusters Score -1030572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1030579.937500 Penalty: 4486.199707
	Iteration 54Q: 3 clusters Score -1030580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1030580.687500 Penalty: 4486.199707
	Iteration 55Q: 3 clusters Score -1030581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1030584.375000 Penalty: 4486.199707
	Iteration 56Q: 3 clusters Score -1030584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1030585.500000 Penalty: 4486.199707
	Iteration 57Q: 3 clusters Score -1030586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1030587.062500 Penalty: 4486.199707
	Iteration 58Q: 3 clusters Score -1030587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1030589.500000 Penalty: 4486.199707
	Iteration 59Q: 3 clusters Score -1030590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1030590.437500 Penalty: 4486.199707
	Iteration 60F: 3 clusters Score -1030590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1030591.375000 Penalty: 4486.199707
	Iteration 61Q: 3 clusters Score -1030591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1030591.375000 Penalty: 4486.199707
	Iteration 62F: 3 clusters Score -1030591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Entering Unmasked Estep 
Score: -21021844.000000 Penalty: 2974.818115
	Iteration 0F: 2 clusters Score -2.102184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -20914882.000000 Penalty: 5949.636230
	Iteration 0F: 3 clusters Score -2.091488e+07 nChanged 77770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -20959592.000000 Penalty: 5949.636230
	Iteration 1F: 3 clusters Score -2.095959e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -20960182.000000 Penalty: 5949.636230
	Iteration 2Q: 3 clusters Score -2.096018e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -20960888.000000 Penalty: 5949.636230
	Iteration 3Q: 3 clusters Score -2.096089e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -20961444.000000 Penalty: 5949.636230
	Iteration 4Q: 3 clusters Score -2.096144e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -20961992.000000 Penalty: 5949.636230
	Iteration 5Q: 3 clusters Score -2.096199e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -20962900.000000 Penalty: 5949.636230
	Iteration 6Q: 3 clusters Score -2.09629e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -20964002.000000 Penalty: 5949.636230
	Iteration 7Q: 3 clusters Score -2.0964e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -20965838.000000 Penalty: 5949.636230
	Iteration 8Q: 3 clusters Score -2.096584e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -20969514.000000 Penalty: 5949.636230
	Iteration 9Q: 3 clusters Score -2.096951e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -20975522.000000 Penalty: 5949.636230
	Iteration 10F: 3 clusters Score -2.097552e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -20984138.000000 Penalty: 5949.636230
	Iteration 11F: 3 clusters Score -2.098414e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -20993238.000000 Penalty: 5949.636230
	Iteration 12F: 3 clusters Score -2.099324e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136284 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -21000006.000000 Penalty: 5949.636230
	Iteration 13F: 3 clusters Score -2.100001e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -21004550.000000 Penalty: 5949.636230
	Iteration 14Q: 3 clusters Score -2.100455e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -21007700.000000 Penalty: 5949.636230
	Iteration 15Q: 3 clusters Score -2.10077e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -21010038.000000 Penalty: 5949.636230
	Iteration 16Q: 3 clusters Score -2.101004e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -21012026.000000 Penalty: 5949.636230
	Iteration 17Q: 3 clusters Score -2.101203e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -21013842.000000 Penalty: 5949.636230
	Iteration 18Q: 3 clusters Score -2.101384e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -21015396.000000 Penalty: 5949.636230
	Iteration 19Q: 3 clusters Score -2.10154e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -21016644.000000 Penalty: 5949.636230
	Iteration 20F: 3 clusters Score -2.101664e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21017442.000000 Penalty: 5949.636230
	Iteration 21Q: 3 clusters Score -2.101744e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21018120.000000 Penalty: 5949.636230
	Iteration 22Q: 3 clusters Score -2.101812e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21018552.000000 Penalty: 5949.636230
	Iteration 23Q: 3 clusters Score -2.101855e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21018820.000000 Penalty: 5949.636230
	Iteration 24Q: 3 clusters Score -2.101882e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21019018.000000 Penalty: 5949.636230
	Iteration 25Q: 3 clusters Score -2.101902e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21019180.000000 Penalty: 5949.636230
	Iteration 26Q: 3 clusters Score -2.101918e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21019248.000000 Penalty: 5949.636230
	Iteration 27Q: 3 clusters Score -2.101925e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -21019278.000000 Penalty: 5949.636230
	Iteration 28Q: 3 clusters Score -2.101928e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161136 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21019286.000000 Penalty: 5949.636230
	Iteration 29Q: 3 clusters Score -2.101929e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21019302.000000 Penalty: 5949.636230
	Iteration 30Q: 3 clusters Score -2.10193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21019350.000000 Penalty: 5949.636230
	Iteration 31Q: 3 clusters Score -2.101935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21019352.000000 Penalty: 5949.636230
	Iteration 32Q: 3 clusters Score -2.101935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21019384.000000 Penalty: 5949.636230
	Iteration 33Q: 3 clusters Score -2.101938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21019382.000000 Penalty: 5949.636230
	Iteration 34Q: 3 clusters Score -2.101938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21019414.000000 Penalty: 5949.636230
	Iteration 35Q: 3 clusters Score -2.101941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21019414.000000 Penalty: 5949.636230
	Iteration 36Q: 3 clusters Score -2.101941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21019440.000000 Penalty: 5949.636230
	Iteration 37Q: 3 clusters Score -2.101944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21019434.000000 Penalty: 5949.636230
	Iteration 38Q: 3 clusters Score -2.101943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21019462.000000 Penalty: 5949.636230
	Iteration 39Q: 3 clusters Score -2.101946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161292 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21019456.000000 Penalty: 5949.636230
	Iteration 40F: 3 clusters Score -2.101946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21019434.000000 Penalty: 5949.636230
	Iteration 41Q: 3 clusters Score -2.101943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21019438.000000 Penalty: 5949.636230
	Iteration 42Q: 3 clusters Score -2.101944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161306 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21019454.000000 Penalty: 5949.636230
	Iteration 43Q: 3 clusters Score -2.101945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21019464.000000 Penalty: 5949.636230
	Iteration 44Q: 3 clusters Score -2.101946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21019470.000000 Penalty: 5949.636230
	Iteration 45Q: 3 clusters Score -2.101947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21019484.000000 Penalty: 5949.636230
	Iteration 46Q: 3 clusters Score -2.101948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21019484.000000 Penalty: 5949.636230
	Iteration 47Q: 3 clusters Score -2.101948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21019480.000000 Penalty: 5949.636230
	Iteration 48Q: 3 clusters Score -2.101948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161318 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21019470.000000 Penalty: 5949.636230
	Iteration 49Q: 3 clusters Score -2.101947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161317 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21019466.000000 Penalty: 5949.636230
	Iteration 50Q: 3 clusters Score -2.101947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161317 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21019466.000000 Penalty: 5949.636230
	Iteration 51F: 3 clusters Score -2.101947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -537202.937500 Penalty: 2073.355957
	Iteration 0F: 2 clusters Score -537202.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -533145.000000 Penalty: 4146.711914
	Iteration 0F: 3 clusters Score -533145 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -534117.125000 Penalty: 4146.711914
	Iteration 1F: 3 clusters Score -534117.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -534334.562500 Penalty: 4146.711914
	Iteration 2F: 3 clusters Score -534334.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -534464.625000 Penalty: 4146.711914
	Iteration 3Q: 3 clusters Score -534464.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -534555.375000 Penalty: 4146.711914
	Iteration 4Q: 3 clusters Score -534555.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -534622.312500 Penalty: 4146.711914
	Iteration 5Q: 3 clusters Score -534622.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -534682.000000 Penalty: 4146.711914
	Iteration 6Q: 3 clusters Score -534682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -534730.625000 Penalty: 4146.711914
	Iteration 7Q: 3 clusters Score -534730.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -534778.687500 Penalty: 4146.711914
	Iteration 8Q: 3 clusters Score -534778.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -534822.750000 Penalty: 4146.711914
	Iteration 9Q: 3 clusters Score -534822.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -534868.000000 Penalty: 4146.711914
	Iteration 10Q: 3 clusters Score -534868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -534902.062500 Penalty: 4146.711914
	Iteration 11Q: 3 clusters Score -534902.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -534930.000000 Penalty: 4146.711914
	Iteration 12Q: 3 clusters Score -534930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -534962.687500 Penalty: 4146.711914
	Iteration 13Q: 3 clusters Score -534962.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -534999.937500 Penalty: 4146.711914
	Iteration 14Q: 3 clusters Score -534999.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -535036.812500 Penalty: 4146.711914
	Iteration 15Q: 3 clusters Score -535036.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -535071.562500 Penalty: 4146.711914
	Iteration 16Q: 3 clusters Score -535071.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -535095.250000 Penalty: 4146.711914
	Iteration 17Q: 3 clusters Score -535095.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -535124.562500 Penalty: 4146.711914
	Iteration 18Q: 3 clusters Score -535124.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -535156.062500 Penalty: 4146.711914
	Iteration 19Q: 3 clusters Score -535156.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -535176.625000 Penalty: 4146.711914
	Iteration 20F: 3 clusters Score -535176.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -535197.812500 Penalty: 4146.711914
	Iteration 21Q: 3 clusters Score -535197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -535217.437500 Penalty: 4146.711914
	Iteration 22Q: 3 clusters Score -535217.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -535245.500000 Penalty: 4146.711914
	Iteration 23Q: 3 clusters Score -535245.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -535278.125000 Penalty: 4146.711914
	Iteration 24Q: 3 clusters Score -535278.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -535322.812500 Penalty: 4146.711914
	Iteration 25Q: 3 clusters Score -535322.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -535372.875000 Penalty: 4146.711914
	Iteration 26Q: 3 clusters Score -535372.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -535419.187500 Penalty: 4146.711914
	Iteration 27Q: 3 clusters Score -535419.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -535467.937500 Penalty: 4146.711914
	Iteration 28Q: 3 clusters Score -535467.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -535506.687500 Penalty: 4146.711914
	Iteration 29Q: 3 clusters Score -535506.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -535531.500000 Penalty: 4146.711914
	Iteration 30Q: 3 clusters Score -535531.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -535552.875000 Penalty: 4146.711914
	Iteration 31Q: 3 clusters Score -535552.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -535572.812500 Penalty: 4146.711914
	Iteration 32Q: 3 clusters Score -535572.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -535591.687500 Penalty: 4146.711914
	Iteration 33Q: 3 clusters Score -535591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -535607.875000 Penalty: 4146.711914
	Iteration 34Q: 3 clusters Score -535607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -535618.562500 Penalty: 4146.711914
	Iteration 35Q: 3 clusters Score -535618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -535623.437500 Penalty: 4146.711914
	Iteration 36Q: 3 clusters Score -535623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -535627.625000 Penalty: 4146.711914
	Iteration 37Q: 3 clusters Score -535627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -535633.187500 Penalty: 4146.711914
	Iteration 38Q: 3 clusters Score -535633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -535639.937500 Penalty: 4146.711914
	Iteration 39Q: 3 clusters Score -535639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -535646.125000 Penalty: 4146.711914
	Iteration 40F: 3 clusters Score -535646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -535649.625000 Penalty: 4146.711914
	Iteration 41Q: 3 clusters Score -535649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -535654.875000 Penalty: 4146.711914
	Iteration 42Q: 3 clusters Score -535654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -535657.875000 Penalty: 4146.711914
	Iteration 43Q: 3 clusters Score -535657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -535663.250000 Penalty: 4146.711914
	Iteration 44Q: 3 clusters Score -535663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -535672.625000 Penalty: 4146.711914
	Iteration 45Q: 3 clusters Score -535672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -535682.500000 Penalty: 4146.711914
	Iteration 46Q: 3 clusters Score -535682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -535695.375000 Penalty: 4146.711914
	Iteration 47Q: 3 clusters Score -535695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -535701.687500 Penalty: 4146.711914
	Iteration 48Q: 3 clusters Score -535701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -535706.250000 Penalty: 4146.711914
	Iteration 49Q: 3 clusters Score -535706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -535711.812500 Penalty: 4146.711914
	Iteration 50Q: 3 clusters Score -535711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -535714.000000 Penalty: 4146.711914
	Iteration 51Q: 3 clusters Score -535714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -535717.687500 Penalty: 4146.711914
	Iteration 52Q: 3 clusters Score -535717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -535718.875000 Penalty: 4146.711914
	Iteration 53Q: 3 clusters Score -535718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -535718.875000 Penalty: 4146.711914
	Iteration 54F: 3 clusters Score -535718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170677 members 
Entering Unmasked Estep 
Score: -21895640.000000 Penalty: 2987.787109
	Iteration 0F: 2 clusters Score -2.189564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -21781960.000000 Penalty: 5975.574219
	Iteration 0F: 3 clusters Score -2.178196e+07 nChanged 81591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -21829238.000000 Penalty: 5975.574219
	Iteration 1F: 3 clusters Score -2.182924e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -21830754.000000 Penalty: 5975.574219
	Iteration 2Q: 3 clusters Score -2.183075e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -21832992.000000 Penalty: 5975.574219
	Iteration 3Q: 3 clusters Score -2.183299e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -21837744.000000 Penalty: 5975.574219
	Iteration 4F: 3 clusters Score -2.183774e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 121816 members 
Entering Unmasked Estep 
Score: -21846472.000000 Penalty: 5975.574219
	Iteration 5F: 3 clusters Score -2.184647e+07 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 136941 members 
Entering Unmasked Estep 
Score: -21859908.000000 Penalty: 5975.574219
	Iteration 6F: 3 clusters Score -2.185991e+07 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -21875372.000000 Penalty: 5975.574219
	Iteration 7F: 3 clusters Score -2.187537e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 162592 members 
Entering Unmasked Estep 
Score: -21885830.000000 Penalty: 5975.574219
	Iteration 8F: 3 clusters Score -2.188583e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -21890356.000000 Penalty: 5975.574219
	Iteration 9Q: 3 clusters Score -2.189036e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -21892100.000000 Penalty: 5975.574219
	Iteration 10Q: 3 clusters Score -2.18921e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 170055 members 
Entering Unmasked Estep 
Score: -21892614.000000 Penalty: 5975.574219
	Iteration 11Q: 3 clusters Score -2.189261e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -21892798.000000 Penalty: 5975.574219
	Iteration 12Q: 3 clusters Score -2.18928e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -21892872.000000 Penalty: 5975.574219
	Iteration 13Q: 3 clusters Score -2.189287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -21892940.000000 Penalty: 5975.574219
	Iteration 14Q: 3 clusters Score -2.189294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -21892998.000000 Penalty: 5975.574219
	Iteration 15Q: 3 clusters Score -2.1893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -21893022.000000 Penalty: 5975.574219
	Iteration 16Q: 3 clusters Score -2.189302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -21893028.000000 Penalty: 5975.574219
	Iteration 17Q: 3 clusters Score -2.189303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170383 members 
Entering Unmasked Estep 
Score: -21893050.000000 Penalty: 5975.574219
	Iteration 18Q: 3 clusters Score -2.189305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -21893056.000000 Penalty: 5975.574219
	Iteration 19Q: 3 clusters Score -2.189306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -21893064.000000 Penalty: 5975.574219
	Iteration 20F: 3 clusters Score -2.189306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -21893074.000000 Penalty: 5975.574219
	Iteration 21Q: 3 clusters Score -2.189307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170392 members 
Entering Unmasked Estep 
Score: -21893070.000000 Penalty: 5975.574219
	Iteration 22Q: 3 clusters Score -2.189307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -21893060.000000 Penalty: 5975.574219
	Iteration 23Q: 3 clusters Score -2.189306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -21893072.000000 Penalty: 5975.574219
	Iteration 24Q: 3 clusters Score -2.189307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -21893072.000000 Penalty: 5975.574219
	Iteration 25Q: 3 clusters Score -2.189307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -21893082.000000 Penalty: 5975.574219
	Iteration 26Q: 3 clusters Score -2.189308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -21893082.000000 Penalty: 5975.574219
	Iteration 27F: 3 clusters Score -2.189308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 42392 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178321 members 
Mstep: Class 6 contains 199283 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 20994 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 180059 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79761 members 
Mstep: Class 17 contains 170233 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 161981 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452080.000000 Penalty: 76877.992188
Iteration 159Q: 23 clusters Score -1.664521e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 42557 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178408 members 
Mstep: Class 6 contains 199403 members 
Mstep: Class 7 contains 43231 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 15783 members 
Mstep: Class 10 contains 20987 members 
Mstep: Class 11 contains 20794 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 179684 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79772 members 
Mstep: Class 17 contains 170218 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 162034 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 170636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451856.000000 Penalty: 76877.992188
Iteration 160F: 23 clusters Score -1.664519e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3685 members 
Mstep: Class 3 contains 42729 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178474 members 
Mstep: Class 6 contains 199555 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 179320 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79771 members 
Mstep: Class 17 contains 170212 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 162079 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451920.000000 Penalty: 76877.992188
Iteration 161Q: 23 clusters Score -1.664519e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 42905 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178512 members 
Mstep: Class 6 contains 199628 members 
Mstep: Class 7 contains 43266 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 20983 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 178985 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79773 members 
Mstep: Class 17 contains 170250 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 8492 members 
Mstep: Class 20 contains 162116 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452000.000000 Penalty: 76877.992188
Iteration 162Q: 23 clusters Score -1.66452e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 43076 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178559 members 
Mstep: Class 6 contains 199715 members 
Mstep: Class 7 contains 43280 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15778 members 
Mstep: Class 10 contains 20978 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 178667 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79777 members 
Mstep: Class 17 contains 170273 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8499 members 
Mstep: Class 20 contains 162158 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451808.000000 Penalty: 76877.992188
Iteration 163Q: 23 clusters Score -1.664518e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 43248 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178586 members 
Mstep: Class 6 contains 199843 members 
Mstep: Class 7 contains 43301 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15777 members 
Mstep: Class 10 contains 20976 members 
Mstep: Class 11 contains 20678 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 178339 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79789 members 
Mstep: Class 17 contains 170284 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 162194 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 170456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451392.000000 Penalty: 76877.992188
Iteration 164Q: 23 clusters Score -1.664514e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 43403 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178620 members 
Mstep: Class 6 contains 199892 members 
Mstep: Class 7 contains 43334 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 20975 members 
Mstep: Class 11 contains 20648 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 178094 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79790 members 
Mstep: Class 17 contains 170291 members 
Mstep: Class 18 contains 11696 members 
Mstep: Class 19 contains 8512 members 
Mstep: Class 20 contains 162235 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 170387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451520.000000 Penalty: 76877.992188
Iteration 165Q: 23 clusters Score -1.664515e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 43575 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178635 members 
Mstep: Class 6 contains 199919 members 
Mstep: Class 7 contains 43359 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 15781 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 20625 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177888 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79791 members 
Mstep: Class 17 contains 170283 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 8515 members 
Mstep: Class 20 contains 162285 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451664.000000 Penalty: 76877.992188
Iteration 166Q: 23 clusters Score -1.664517e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 43741 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178633 members 
Mstep: Class 6 contains 199930 members 
Mstep: Class 7 contains 43392 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15778 members 
Mstep: Class 10 contains 20959 members 
Mstep: Class 11 contains 20603 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177714 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79791 members 
Mstep: Class 17 contains 170258 members 
Mstep: Class 18 contains 11704 members 
Mstep: Class 19 contains 8517 members 
Mstep: Class 20 contains 162364 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451488.000000 Penalty: 76877.992188
Iteration 167Q: 23 clusters Score -1.664515e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3708 members 
Mstep: Class 3 contains 43918 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178638 members 
Mstep: Class 6 contains 199938 members 
Mstep: Class 7 contains 43415 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 20955 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177571 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79792 members 
Mstep: Class 17 contains 170260 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 8517 members 
Mstep: Class 20 contains 162416 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451664.000000 Penalty: 76877.992188
Iteration 168Q: 23 clusters Score -1.664517e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3711 members 
Mstep: Class 3 contains 44088 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178594 members 
Mstep: Class 6 contains 199952 members 
Mstep: Class 7 contains 43438 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15771 members 
Mstep: Class 10 contains 20949 members 
Mstep: Class 11 contains 20538 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177489 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79793 members 
Mstep: Class 17 contains 170237 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 8517 members 
Mstep: Class 20 contains 162477 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451408.000000 Penalty: 76877.992188
Iteration 169Q: 23 clusters Score -1.664514e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 44271 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178545 members 
Mstep: Class 6 contains 199948 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 15758 members 
Mstep: Class 10 contains 20942 members 
Mstep: Class 11 contains 20524 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177425 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79799 members 
Mstep: Class 17 contains 170203 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 162539 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 170003 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -1.664513e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 44439 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178470 members 
Mstep: Class 6 contains 199923 members 
Mstep: Class 7 contains 43476 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15744 members 
Mstep: Class 10 contains 20940 members 
Mstep: Class 11 contains 20515 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177391 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79811 members 
Mstep: Class 17 contains 170188 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 162604 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169909 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.664516e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 44600 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178419 members 
Mstep: Class 6 contains 199946 members 
Mstep: Class 7 contains 43486 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15735 members 
Mstep: Class 10 contains 20937 members 
Mstep: Class 11 contains 20498 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177349 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79813 members 
Mstep: Class 17 contains 170144 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 162681 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169796 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -1.664515e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 44774 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178348 members 
Mstep: Class 6 contains 199965 members 
Mstep: Class 7 contains 43498 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15730 members 
Mstep: Class 10 contains 20925 members 
Mstep: Class 11 contains 20486 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177320 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79812 members 
Mstep: Class 17 contains 170108 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 162739 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169695 members 
Entering Unmasked Estep 
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Score: -166451840.000000 Penalty: 76877.992188
Iteration 173Q: 23 clusters Score -1.664518e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 44924 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178304 members 
Mstep: Class 6 contains 199922 members 
Mstep: Class 7 contains 43509 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15734 members 
Mstep: Class 10 contains 20917 members 
Mstep: Class 11 contains 20475 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177284 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79813 members 
Mstep: Class 17 contains 170090 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 162785 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169638 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.664518e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178271 members 
Mstep: Class 6 contains 199892 members 
Mstep: Class 7 contains 43527 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15727 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 20464 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177284 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79806 members 
Mstep: Class 17 contains 170060 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 162839 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169536 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.664516e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3728 members 
Mstep: Class 3 contains 45214 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178245 members 
Mstep: Class 6 contains 199869 members 
Mstep: Class 7 contains 43537 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 15719 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 20445 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177301 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79796 members 
Mstep: Class 17 contains 170046 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 162878 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169413 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.66452e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3730 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178227 members 
Mstep: Class 6 contains 199847 members 
Mstep: Class 7 contains 43535 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15714 members 
Mstep: Class 10 contains 20918 members 
Mstep: Class 11 contains 20428 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177321 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79787 members 
Mstep: Class 17 contains 170031 members 
Mstep: Class 18 contains 11736 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 162918 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169292 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 23 clusters Score -1.66452e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178233 members 
Mstep: Class 6 contains 199802 members 
Mstep: Class 7 contains 43536 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15707 members 
Mstep: Class 10 contains 20916 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177330 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79786 members 
Mstep: Class 17 contains 170008 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 162966 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451888.000000 Penalty: 76877.992188
Iteration 178Q: 23 clusters Score -1.664519e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 45622 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178280 members 
Mstep: Class 6 contains 199737 members 
Mstep: Class 7 contains 43536 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15704 members 
Mstep: Class 10 contains 20917 members 
Mstep: Class 11 contains 20393 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177354 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79777 members 
Mstep: Class 17 contains 169967 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 163013 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 169055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166451888.000000 Penalty: 76877.992188
Iteration 179Q: 23 clusters Score -1.664519e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 45763 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178356 members 
Mstep: Class 6 contains 199658 members 
Mstep: Class 7 contains 43542 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 15696 members 
Mstep: Class 10 contains 20919 members 
Mstep: Class 11 contains 20374 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177356 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79771 members 
Mstep: Class 17 contains 169931 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 163041 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 168940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452016.000000 Penalty: 76877.992188
Iteration 180F: 23 clusters Score -1.66452e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 45893 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178398 members 
Mstep: Class 6 contains 199580 members 
Mstep: Class 7 contains 43542 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 20919 members 
Mstep: Class 11 contains 20360 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177365 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79770 members 
Mstep: Class 17 contains 169896 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 163087 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 168849 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.664522e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 46018 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178451 members 
Mstep: Class 6 contains 199558 members 
Mstep: Class 7 contains 43540 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 15684 members 
Mstep: Class 10 contains 20917 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177331 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79768 members 
Mstep: Class 17 contains 169855 members 
Mstep: Class 18 contains 11763 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163139 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 168732 members 
Entering Unmasked Estep 
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Score: -166452224.000000 Penalty: 76877.992188
Iteration 182Q: 23 clusters Score -1.664522e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 46150 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178492 members 
Mstep: Class 6 contains 199533 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 15680 members 
Mstep: Class 10 contains 20914 members 
Mstep: Class 11 contains 20326 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177290 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79752 members 
Mstep: Class 17 contains 169820 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163231 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 168630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452528.000000 Penalty: 76877.992188
Iteration 183Q: 23 clusters Score -1.664525e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178555 members 
Mstep: Class 6 contains 199507 members 
Mstep: Class 7 contains 43502 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15664 members 
Mstep: Class 10 contains 20919 members 
Mstep: Class 11 contains 20303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177219 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79756 members 
Mstep: Class 17 contains 169801 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163295 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 168511 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.664526e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 46435 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178591 members 
Mstep: Class 6 contains 199535 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 20922 members 
Mstep: Class 11 contains 20282 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177154 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79765 members 
Mstep: Class 17 contains 169768 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163366 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 168357 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -1.664524e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 46558 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178688 members 
Mstep: Class 6 contains 199556 members 
Mstep: Class 7 contains 43486 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15637 members 
Mstep: Class 10 contains 20921 members 
Mstep: Class 11 contains 20265 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177092 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79782 members 
Mstep: Class 17 contains 169699 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163446 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 168198 members 
Entering Unmasked Estep 
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Iteration 186Q: 23 clusters Score -1.664523e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 46689 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178748 members 
Mstep: Class 6 contains 199566 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 20917 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 177036 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79789 members 
Mstep: Class 17 contains 169622 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 163526 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 168079 members 
Entering Unmasked Estep 
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Iteration 187Q: 23 clusters Score -1.664524e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 46821 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178835 members 
Mstep: Class 6 contains 199552 members 
Mstep: Class 7 contains 43472 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15624 members 
Mstep: Class 10 contains 20916 members 
Mstep: Class 11 contains 20229 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176991 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79798 members 
Mstep: Class 17 contains 169549 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163596 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167944 members 
Entering Unmasked Estep 
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Iteration 188Q: 23 clusters Score -1.664525e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 46923 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178933 members 
Mstep: Class 6 contains 199517 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15616 members 
Mstep: Class 10 contains 20912 members 
Mstep: Class 11 contains 20216 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176950 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79804 members 
Mstep: Class 17 contains 169487 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163674 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167827 members 
Entering Unmasked Estep 
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Iteration 189Q: 23 clusters Score -1.664525e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179005 members 
Mstep: Class 6 contains 199482 members 
Mstep: Class 7 contains 43454 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 9 contains 15603 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 20190 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176911 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79811 members 
Mstep: Class 17 contains 169432 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163739 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452752.000000 Penalty: 76877.992188
Iteration 190Q: 23 clusters Score -1.664528e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 47127 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179059 members 
Mstep: Class 6 contains 199501 members 
Mstep: Class 7 contains 43444 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 20906 members 
Mstep: Class 11 contains 20159 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176868 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79810 members 
Mstep: Class 17 contains 169368 members 
Mstep: Class 18 contains 11776 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163811 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452784.000000 Penalty: 76877.992188
Iteration 191Q: 23 clusters Score -1.664528e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 47214 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179075 members 
Mstep: Class 6 contains 199524 members 
Mstep: Class 7 contains 43445 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 20898 members 
Mstep: Class 11 contains 20128 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176842 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79816 members 
Mstep: Class 17 contains 169367 members 
Mstep: Class 18 contains 11780 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163857 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452656.000000 Penalty: 76877.992188
Iteration 192Q: 23 clusters Score -1.664527e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 47292 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179109 members 
Mstep: Class 6 contains 199526 members 
Mstep: Class 7 contains 43437 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 15574 members 
Mstep: Class 10 contains 20895 members 
Mstep: Class 11 contains 20102 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176857 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79808 members 
Mstep: Class 17 contains 169356 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163903 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452864.000000 Penalty: 76877.992188
Iteration 193Q: 23 clusters Score -1.664529e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 47387 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179137 members 
Mstep: Class 6 contains 199527 members 
Mstep: Class 7 contains 43425 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 20892 members 
Mstep: Class 11 contains 20072 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176848 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79821 members 
Mstep: Class 17 contains 169353 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163945 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452640.000000 Penalty: 76877.992188
Iteration 194Q: 23 clusters Score -1.664526e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 47481 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179175 members 
Mstep: Class 6 contains 199488 members 
Mstep: Class 7 contains 43413 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15564 members 
Mstep: Class 10 contains 20893 members 
Mstep: Class 11 contains 20048 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176872 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79821 members 
Mstep: Class 17 contains 169350 members 
Mstep: Class 18 contains 11793 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 163970 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452672.000000 Penalty: 76877.992188
Iteration 195Q: 23 clusters Score -1.664527e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 47554 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179214 members 
Mstep: Class 6 contains 199467 members 
Mstep: Class 7 contains 43403 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 20896 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176883 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79820 members 
Mstep: Class 17 contains 169340 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 164000 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 167114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452560.000000 Penalty: 76877.992188
Iteration 196Q: 23 clusters Score -1.664526e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179267 members 
Mstep: Class 6 contains 199408 members 
Mstep: Class 7 contains 43396 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15546 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176890 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79834 members 
Mstep: Class 17 contains 169359 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 164014 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 167000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452816.000000 Penalty: 76877.992188
Iteration 197Q: 23 clusters Score -1.664528e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3770 members 
Mstep: Class 3 contains 47740 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179277 members 
Mstep: Class 6 contains 199395 members 
Mstep: Class 7 contains 43385 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 19981 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176912 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79837 members 
Mstep: Class 17 contains 169345 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164043 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166452848.000000 Penalty: 76877.992188
Iteration 198Q: 23 clusters Score -1.664528e+08 nChanged 1121
Entering ConstructFrom: 
Score: -166452848.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -91440.828125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -91440.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89633.203125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -89633.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89931.148438 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -89931.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90115.453125 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -90115.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90310.289062 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -90310.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90573.335938 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -90573.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90989.421875 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -90989.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91328.703125 Penalty: 3322.340820
	Iteration 6F: 3 clusters Score -91328.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91399.421875 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -91399.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91415.070312 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -91415.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91436.312500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -91436.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91468.882812 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -91468.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91490.656250 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -91490.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91522.265625 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -91522.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91547.398438 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -91547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91570.656250 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -91570.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91628.804688 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -91628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91641.625000 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -91641.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91660.226562 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -91660.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91671.023438 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -91671.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91686.421875 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -91686.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91689.062500 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -91689.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 47846 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179301 members 
Mstep: Class 6 contains 199353 members 
Mstep: Class 7 contains 43367 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15522 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176911 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79854 members 
Mstep: Class 17 contains 169333 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164070 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166830 members 
Mstep: Class 23 contains 331 members 
Entering Unmasked Estep 
Score: -166451152.000000 Penalty: 80372.445312
Splitting cluster 1 changes total score from -166452848.000000 to -166451152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -472826.843750 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -472826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -469091.937500 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -469091.9 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -469929.343750 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -469929.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -470149.937500 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -470149.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -470337.281250 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -470337.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -470472.281250 Penalty: 4084.870117
	Iteration 4Q: 3 clusters Score -470472.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -470554.312500 Penalty: 4084.870117
	Iteration 5Q: 3 clusters Score -470554.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -470631.000000 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -470631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -470723.437500 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -470723.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -470814.625000 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -470814.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -470889.000000 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -470889 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -470970.687500 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -470970.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -471078.218750 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -471078.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -471204.031250 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -471204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -471331.656250 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -471331.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -471448.312500 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -471448.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -471556.343750 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -471556.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -471693.781250 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -471693.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -471828.781250 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -471828.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -471930.000000 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -471930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -471986.937500 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -471986.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -472025.500000 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -472025.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -472042.593750 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -472042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -472052.375000 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -472052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -472059.062500 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -472059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -472064.281250 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -472064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -472071.343750 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -472071.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -472074.156250 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -472074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -472074.156250 Penalty: 4084.870117
	Iteration 27F: 3 clusters Score -472074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Entering Unmasked Estep 
Score: -6221045.000000 Penalty: 2672.384033
	Iteration 0F: 2 clusters Score -6221045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -6188759.000000 Penalty: 5344.768066
	Iteration 0F: 3 clusters Score -6188759 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6201148.500000 Penalty: 5344.768066
	Iteration 1F: 3 clusters Score -6201148 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -6201720.000000 Penalty: 5344.768066
	Iteration 2Q: 3 clusters Score -6201720 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6202448.500000 Penalty: 5344.768066
	Iteration 3Q: 3 clusters Score -6202448 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6203406.000000 Penalty: 5344.768066
	Iteration 4Q: 3 clusters Score -6203406 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6204487.500000 Penalty: 5344.768066
	Iteration 5Q: 3 clusters Score -6204488 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -6206091.500000 Penalty: 5344.768066
	Iteration 6F: 3 clusters Score -6206092 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6208190.000000 Penalty: 5344.768066
	Iteration 7F: 3 clusters Score -6208190 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -6210748.500000 Penalty: 5344.768066
	Iteration 8F: 3 clusters Score -6210748 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -6213127.000000 Penalty: 5344.768066
	Iteration 9F: 3 clusters Score -6213127 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6214532.000000 Penalty: 5344.768066
	Iteration 10F: 3 clusters Score -6214532 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -6215195.000000 Penalty: 5344.768066
	Iteration 11Q: 3 clusters Score -6215195 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6215512.500000 Penalty: 5344.768066
	Iteration 12Q: 3 clusters Score -6215512 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6215759.500000 Penalty: 5344.768066
	Iteration 13Q: 3 clusters Score -6215760 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6215928.000000 Penalty: 5344.768066
	Iteration 14Q: 3 clusters Score -6215928 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6216105.500000 Penalty: 5344.768066
	Iteration 15Q: 3 clusters Score -6216106 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -6216213.000000 Penalty: 5344.768066
	Iteration 16Q: 3 clusters Score -6216213 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6216304.000000 Penalty: 5344.768066
	Iteration 17Q: 3 clusters Score -6216304 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -6216398.500000 Penalty: 5344.768066
	Iteration 18Q: 3 clusters Score -6216398 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6216441.000000 Penalty: 5344.768066
	Iteration 19Q: 3 clusters Score -6216441 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6216542.000000 Penalty: 5344.768066
	Iteration 20F: 3 clusters Score -6216542 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6216603.500000 Penalty: 5344.768066
	Iteration 21Q: 3 clusters Score -6216604 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6216678.000000 Penalty: 5344.768066
	Iteration 22Q: 3 clusters Score -6216678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -6216739.500000 Penalty: 5344.768066
	Iteration 23Q: 3 clusters Score -6216740 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -6216792.500000 Penalty: 5344.768066
	Iteration 24Q: 3 clusters Score -6216792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -6216873.000000 Penalty: 5344.768066
	Iteration 25Q: 3 clusters Score -6216873 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6216928.000000 Penalty: 5344.768066
	Iteration 26Q: 3 clusters Score -6216928 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6216995.500000 Penalty: 5344.768066
	Iteration 27Q: 3 clusters Score -6216996 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -6217073.000000 Penalty: 5344.768066
	Iteration 28Q: 3 clusters Score -6217073 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6217135.500000 Penalty: 5344.768066
	Iteration 29Q: 3 clusters Score -6217136 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6217202.000000 Penalty: 5344.768066
	Iteration 30Q: 3 clusters Score -6217202 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6217264.500000 Penalty: 5344.768066
	Iteration 31Q: 3 clusters Score -6217264 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6217292.000000 Penalty: 5344.768066
	Iteration 32Q: 3 clusters Score -6217292 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6217328.500000 Penalty: 5344.768066
	Iteration 33Q: 3 clusters Score -6217328 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -6217405.500000 Penalty: 5344.768066
	Iteration 34Q: 3 clusters Score -6217406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -6217444.000000 Penalty: 5344.768066
	Iteration 35Q: 3 clusters Score -6217444 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -6217517.000000 Penalty: 5344.768066
	Iteration 36Q: 3 clusters Score -6217517 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -6217600.000000 Penalty: 5344.768066
	Iteration 37Q: 3 clusters Score -6217600 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -6217650.500000 Penalty: 5344.768066
	Iteration 38Q: 3 clusters Score -6217650 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -6217687.000000 Penalty: 5344.768066
	Iteration 39Q: 3 clusters Score -6217687 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -6217752.000000 Penalty: 5344.768066
	Iteration 40F: 3 clusters Score -6217752 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -6217785.500000 Penalty: 5344.768066
	Iteration 41Q: 3 clusters Score -6217786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -6217810.000000 Penalty: 5344.768066
	Iteration 42Q: 3 clusters Score -6217810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -6217849.500000 Penalty: 5344.768066
	Iteration 43Q: 3 clusters Score -6217850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -6217906.500000 Penalty: 5344.768066
	Iteration 44Q: 3 clusters Score -6217906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6217946.000000 Penalty: 5344.768066
	Iteration 45Q: 3 clusters Score -6217946 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -6217997.500000 Penalty: 5344.768066
	Iteration 46Q: 3 clusters Score -6217998 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6218040.500000 Penalty: 5344.768066
	Iteration 47Q: 3 clusters Score -6218040 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6218133.000000 Penalty: 5344.768066
	Iteration 48Q: 3 clusters Score -6218133 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -6218141.000000 Penalty: 5344.768066
	Iteration 49Q: 3 clusters Score -6218141 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -6218193.500000 Penalty: 5344.768066
	Iteration 50Q: 3 clusters Score -6218194 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -6218233.000000 Penalty: 5344.768066
	Iteration 51Q: 3 clusters Score -6218233 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -6218257.500000 Penalty: 5344.768066
	Iteration 52Q: 3 clusters Score -6218258 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6218287.500000 Penalty: 5344.768066
	Iteration 53Q: 3 clusters Score -6218288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -6218302.500000 Penalty: 5344.768066
	Iteration 54Q: 3 clusters Score -6218302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -6218328.500000 Penalty: 5344.768066
	Iteration 55Q: 3 clusters Score -6218328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6218361.000000 Penalty: 5344.768066
	Iteration 56Q: 3 clusters Score -6218361 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6218400.500000 Penalty: 5344.768066
	Iteration 57Q: 3 clusters Score -6218400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -6218425.500000 Penalty: 5344.768066
	Iteration 58Q: 3 clusters Score -6218426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6218481.000000 Penalty: 5344.768066
	Iteration 59Q: 3 clusters Score -6218481 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6218528.500000 Penalty: 5344.768066
	Iteration 60F: 3 clusters Score -6218528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6218570.000000 Penalty: 5344.768066
	Iteration 61Q: 3 clusters Score -6218570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6218611.500000 Penalty: 5344.768066
	Iteration 62Q: 3 clusters Score -6218612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6218672.000000 Penalty: 5344.768066
	Iteration 63Q: 3 clusters Score -6218672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -6218690.500000 Penalty: 5344.768066
	Iteration 64Q: 3 clusters Score -6218690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6218729.500000 Penalty: 5344.768066
	Iteration 65Q: 3 clusters Score -6218730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -6218760.500000 Penalty: 5344.768066
	Iteration 66Q: 3 clusters Score -6218760 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6218778.500000 Penalty: 5344.768066
	Iteration 67Q: 3 clusters Score -6218778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -6218832.500000 Penalty: 5344.768066
	Iteration 68Q: 3 clusters Score -6218832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -6218845.000000 Penalty: 5344.768066
	Iteration 69Q: 3 clusters Score -6218845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6218842.500000 Penalty: 5344.768066
	Iteration 70Q: 3 clusters Score -6218842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -6218839.000000 Penalty: 5344.768066
	Iteration 71Q: 3 clusters Score -6218839 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6218895.000000 Penalty: 5344.768066
	Iteration 72Q: 3 clusters Score -6218895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6218911.000000 Penalty: 5344.768066
	Iteration 73Q: 3 clusters Score -6218911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6218925.500000 Penalty: 5344.768066
	Iteration 74Q: 3 clusters Score -6218926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -6218940.500000 Penalty: 5344.768066
	Iteration 75Q: 3 clusters Score -6218940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6218965.000000 Penalty: 5344.768066
	Iteration 76Q: 3 clusters Score -6218965 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -6218987.500000 Penalty: 5344.768066
	Iteration 77Q: 3 clusters Score -6218988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -6219010.000000 Penalty: 5344.768066
	Iteration 78Q: 3 clusters Score -6219010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -6219026.000000 Penalty: 5344.768066
	Iteration 79Q: 3 clusters Score -6219026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -6219032.000000 Penalty: 5344.768066
	Iteration 80F: 3 clusters Score -6219032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -6219022.500000 Penalty: 5344.768066
	Iteration 81Q: 3 clusters Score -6219022 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6219023.000000 Penalty: 5344.768066
	Iteration 82Q: 3 clusters Score -6219023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -6219032.000000 Penalty: 5344.768066
	Iteration 83Q: 3 clusters Score -6219032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6219037.500000 Penalty: 5344.768066
	Iteration 84Q: 3 clusters Score -6219038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6219043.500000 Penalty: 5344.768066
	Iteration 85Q: 3 clusters Score -6219044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6219051.500000 Penalty: 5344.768066
	Iteration 86Q: 3 clusters Score -6219052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6219062.500000 Penalty: 5344.768066
	Iteration 87Q: 3 clusters Score -6219062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6219053.500000 Penalty: 5344.768066
	Iteration 88Q: 3 clusters Score -6219054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -6219068.500000 Penalty: 5344.768066
	Iteration 89Q: 3 clusters Score -6219068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6219082.500000 Penalty: 5344.768066
	Iteration 90Q: 3 clusters Score -6219082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -6219078.500000 Penalty: 5344.768066
	Iteration 91Q: 3 clusters Score -6219078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6219091.500000 Penalty: 5344.768066
	Iteration 92Q: 3 clusters Score -6219092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -6219106.000000 Penalty: 5344.768066
	Iteration 93Q: 3 clusters Score -6219106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6219089.000000 Penalty: 5344.768066
	Iteration 94Q: 3 clusters Score -6219089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -6219096.000000 Penalty: 5344.768066
	Iteration 95Q: 3 clusters Score -6219096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -6219104.000000 Penalty: 5344.768066
	Iteration 96Q: 3 clusters Score -6219104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6219098.500000 Penalty: 5344.768066
	Iteration 97Q: 3 clusters Score -6219098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -6219094.500000 Penalty: 5344.768066
	Iteration 98Q: 3 clusters Score -6219094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -6219104.500000 Penalty: 5344.768066
	Iteration 99Q: 3 clusters Score -6219104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -6219119.500000 Penalty: 5344.768066
	Iteration 100F: 3 clusters Score -6219120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6219121.500000 Penalty: 5344.768066
	Iteration 101Q: 3 clusters Score -6219122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -6219111.000000 Penalty: 5344.768066
	Iteration 102Q: 3 clusters Score -6219111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6219121.500000 Penalty: 5344.768066
	Iteration 103Q: 3 clusters Score -6219122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6219123.000000 Penalty: 5344.768066
	Iteration 104Q: 3 clusters Score -6219123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6219126.000000 Penalty: 5344.768066
	Iteration 105Q: 3 clusters Score -6219126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6219132.000000 Penalty: 5344.768066
	Iteration 106Q: 3 clusters Score -6219132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -6219131.000000 Penalty: 5344.768066
	Iteration 107Q: 3 clusters Score -6219131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -6219134.500000 Penalty: 5344.768066
	Iteration 108Q: 3 clusters Score -6219134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6219136.000000 Penalty: 5344.768066
	Iteration 109Q: 3 clusters Score -6219136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -6219139.500000 Penalty: 5344.768066
	Iteration 110Q: 3 clusters Score -6219140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6219144.000000 Penalty: 5344.768066
	Iteration 111Q: 3 clusters Score -6219144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6219146.000000 Penalty: 5344.768066
	Iteration 112Q: 3 clusters Score -6219146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6219149.500000 Penalty: 5344.768066
	Iteration 113Q: 3 clusters Score -6219150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -6219149.000000 Penalty: 5344.768066
	Iteration 114Q: 3 clusters Score -6219149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6219150.000000 Penalty: 5344.768066
	Iteration 115Q: 3 clusters Score -6219150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -6219148.000000 Penalty: 5344.768066
	Iteration 116Q: 3 clusters Score -6219148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6219152.500000 Penalty: 5344.768066
	Iteration 117Q: 3 clusters Score -6219152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6219148.000000 Penalty: 5344.768066
	Iteration 118Q: 3 clusters Score -6219148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6219154.000000 Penalty: 5344.768066
	Iteration 119Q: 3 clusters Score -6219154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -6219153.500000 Penalty: 5344.768066
	Iteration 120F: 3 clusters Score -6219154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -6219148.500000 Penalty: 5344.768066
	Iteration 121Q: 3 clusters Score -6219148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -6219159.500000 Penalty: 5344.768066
	Iteration 122Q: 3 clusters Score -6219160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6219165.500000 Penalty: 5344.768066
	Iteration 123Q: 3 clusters Score -6219166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6219176.000000 Penalty: 5344.768066
	Iteration 124Q: 3 clusters Score -6219176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6219168.500000 Penalty: 5344.768066
	Iteration 125Q: 3 clusters Score -6219168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6219171.000000 Penalty: 5344.768066
	Iteration 126Q: 3 clusters Score -6219171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6219160.000000 Penalty: 5344.768066
	Iteration 127Q: 3 clusters Score -6219160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6219162.000000 Penalty: 5344.768066
	Iteration 128Q: 3 clusters Score -6219162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6219161.500000 Penalty: 5344.768066
	Iteration 129Q: 3 clusters Score -6219162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -6219168.000000 Penalty: 5344.768066
	Iteration 130Q: 3 clusters Score -6219168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6219169.000000 Penalty: 5344.768066
	Iteration 131Q: 3 clusters Score -6219169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6219163.000000 Penalty: 5344.768066
	Iteration 132Q: 3 clusters Score -6219163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -6219166.500000 Penalty: 5344.768066
	Iteration 133Q: 3 clusters Score -6219166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -6219169.000000 Penalty: 5344.768066
	Iteration 134Q: 3 clusters Score -6219169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6219179.000000 Penalty: 5344.768066
	Iteration 135Q: 3 clusters Score -6219179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -6219175.500000 Penalty: 5344.768066
	Iteration 136Q: 3 clusters Score -6219176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -6219173.000000 Penalty: 5344.768066
	Iteration 137Q: 3 clusters Score -6219173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -6219183.500000 Penalty: 5344.768066
	Iteration 138Q: 3 clusters Score -6219184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6219183.000000 Penalty: 5344.768066
	Iteration 139Q: 3 clusters Score -6219183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -6219184.000000 Penalty: 5344.768066
	Iteration 140F: 3 clusters Score -6219184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -6219186.000000 Penalty: 5344.768066
	Iteration 141Q: 3 clusters Score -6219186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -6219185.000000 Penalty: 5344.768066
	Iteration 142Q: 3 clusters Score -6219185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6219186.000000 Penalty: 5344.768066
	Iteration 143Q: 3 clusters Score -6219186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -6219182.000000 Penalty: 5344.768066
	Iteration 144Q: 3 clusters Score -6219182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -6219182.000000 Penalty: 5344.768066
	Iteration 145F: 3 clusters Score -6219182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92565.632812 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92565.63 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93079.929688 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93079.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93470.421875 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93470.42 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93874.875000 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -93874.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94114.937500 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -94114.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94186.328125 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -94186.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94225.414062 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94225.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94282.812500 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94282.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94344.656250 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94344.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94378.523438 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94378.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94390.609375 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -94390.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94397.898438 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -94397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -94404.804688 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -94404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94412.632812 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -94412.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94422.375000 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -94422.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94427.132812 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -94427.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94436.617188 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -94436.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -94448.429688 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -94448.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94456.789062 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -94456.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94463.320312 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -94463.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94480.382812 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -94480.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94514.929688 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -94514.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94615.992188 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -94615.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94670.898438 Penalty: 3382.728027
	Iteration 23Q: 3 clusters Score -94670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94784.796875 Penalty: 3382.728027
	Iteration 24Q: 3 clusters Score -94784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94850.695312 Penalty: 3382.728027
	Iteration 25Q: 3 clusters Score -94850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94850.695312 Penalty: 3382.728027
	Iteration 26F: 3 clusters Score -94850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 47846 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 179301 members 
Mstep: Class 6 contains 199353 members 
Mstep: Class 7 contains 43367 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15522 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 176911 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79854 members 
Mstep: Class 17 contains 169333 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164070 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166830 members 
Mstep: Class 23 contains 454 members 
Entering Unmasked Estep 
Score: -166451584.000000 Penalty: 80372.445312
Splitting cluster 4 changes total score from -166452848.000000 to -166451584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (179301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Entering Unmasked Estep 
Score: -23203702.000000 Penalty: 3000.011475
	Iteration 0F: 2 clusters Score -2.32037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -23087248.000000 Penalty: 6000.022949
	Iteration 0F: 3 clusters Score -2.308725e+07 nChanged 86378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -23138362.000000 Penalty: 6000.022949
	Iteration 1F: 3 clusters Score -2.313836e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -23139902.000000 Penalty: 6000.022949
	Iteration 2Q: 3 clusters Score -2.31399e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -23141570.000000 Penalty: 6000.022949
	Iteration 3Q: 3 clusters Score -2.314157e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -23143814.000000 Penalty: 6000.022949
	Iteration 4Q: 3 clusters Score -2.314381e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -23146984.000000 Penalty: 6000.022949
	Iteration 5Q: 3 clusters Score -2.314698e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -23151256.000000 Penalty: 6000.022949
	Iteration 6Q: 3 clusters Score -2.315126e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -23157944.000000 Penalty: 6000.022949
	Iteration 7F: 3 clusters Score -2.315794e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -23166790.000000 Penalty: 6000.022949
	Iteration 8F: 3 clusters Score -2.316679e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -23175596.000000 Penalty: 6000.022949
	Iteration 9F: 3 clusters Score -2.31756e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -23181190.000000 Penalty: 6000.022949
	Iteration 10F: 3 clusters Score -2.318119e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -23184026.000000 Penalty: 6000.022949
	Iteration 11Q: 3 clusters Score -2.318403e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -23185684.000000 Penalty: 6000.022949
	Iteration 12Q: 3 clusters Score -2.318568e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -23186912.000000 Penalty: 6000.022949
	Iteration 13Q: 3 clusters Score -2.318691e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -23187986.000000 Penalty: 6000.022949
	Iteration 14Q: 3 clusters Score -2.318799e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -23189136.000000 Penalty: 6000.022949
	Iteration 15Q: 3 clusters Score -2.318914e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -23190046.000000 Penalty: 6000.022949
	Iteration 16Q: 3 clusters Score -2.319005e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -23190882.000000 Penalty: 6000.022949
	Iteration 17Q: 3 clusters Score -2.319088e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -23191822.000000 Penalty: 6000.022949
	Iteration 18Q: 3 clusters Score -2.319182e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -23192548.000000 Penalty: 6000.022949
	Iteration 19Q: 3 clusters Score -2.319255e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -23193306.000000 Penalty: 6000.022949
	Iteration 20F: 3 clusters Score -2.319331e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -23194012.000000 Penalty: 6000.022949
	Iteration 21Q: 3 clusters Score -2.319401e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -23194632.000000 Penalty: 6000.022949
	Iteration 22Q: 3 clusters Score -2.319463e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -23195300.000000 Penalty: 6000.022949
	Iteration 23Q: 3 clusters Score -2.31953e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -23195732.000000 Penalty: 6000.022949
	Iteration 24Q: 3 clusters Score -2.319573e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 153943 members 
Entering Unmasked Estep 
Score: -23196246.000000 Penalty: 6000.022949
	Iteration 25Q: 3 clusters Score -2.319625e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -23196838.000000 Penalty: 6000.022949
	Iteration 26Q: 3 clusters Score -2.319684e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -23197296.000000 Penalty: 6000.022949
	Iteration 27Q: 3 clusters Score -2.31973e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -23197828.000000 Penalty: 6000.022949
	Iteration 28Q: 3 clusters Score -2.319783e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -23198336.000000 Penalty: 6000.022949
	Iteration 29Q: 3 clusters Score -2.319834e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 162258 members 
Entering Unmasked Estep 
Score: -23198788.000000 Penalty: 6000.022949
	Iteration 30Q: 3 clusters Score -2.319879e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -23199308.000000 Penalty: 6000.022949
	Iteration 31Q: 3 clusters Score -2.319931e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -23199758.000000 Penalty: 6000.022949
	Iteration 32Q: 3 clusters Score -2.319976e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 166490 members 
Entering Unmasked Estep 
Score: -23200308.000000 Penalty: 6000.022949
	Iteration 33Q: 3 clusters Score -2.320031e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 167757 members 
Entering Unmasked Estep 
Score: -23200486.000000 Penalty: 6000.022949
	Iteration 34Q: 3 clusters Score -2.320049e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -23200726.000000 Penalty: 6000.022949
	Iteration 35Q: 3 clusters Score -2.320073e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 170127 members 
Entering Unmasked Estep 
Score: -23200920.000000 Penalty: 6000.022949
	Iteration 36Q: 3 clusters Score -2.320092e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -23201130.000000 Penalty: 6000.022949
	Iteration 37Q: 3 clusters Score -2.320113e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 172071 members 
Entering Unmasked Estep 
Score: -23201202.000000 Penalty: 6000.022949
	Iteration 38Q: 3 clusters Score -2.32012e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -23201196.000000 Penalty: 6000.022949
	Iteration 39Q: 3 clusters Score -2.32012e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 173603 members 
Entering Unmasked Estep 
Score: -23201338.000000 Penalty: 6000.022949
	Iteration 40F: 3 clusters Score -2.320134e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -23201436.000000 Penalty: 6000.022949
	Iteration 41Q: 3 clusters Score -2.320144e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -23201456.000000 Penalty: 6000.022949
	Iteration 42Q: 3 clusters Score -2.320146e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -23201520.000000 Penalty: 6000.022949
	Iteration 43Q: 3 clusters Score -2.320152e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -23201548.000000 Penalty: 6000.022949
	Iteration 44Q: 3 clusters Score -2.320155e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -23201594.000000 Penalty: 6000.022949
	Iteration 45Q: 3 clusters Score -2.320159e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 176266 members 
Entering Unmasked Estep 
Score: -23201598.000000 Penalty: 6000.022949
	Iteration 46Q: 3 clusters Score -2.32016e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -23201590.000000 Penalty: 6000.022949
	Iteration 47Q: 3 clusters Score -2.320159e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -23201544.000000 Penalty: 6000.022949
	Iteration 48Q: 3 clusters Score -2.320154e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -23201530.000000 Penalty: 6000.022949
	Iteration 49Q: 3 clusters Score -2.320153e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -23201596.000000 Penalty: 6000.022949
	Iteration 50Q: 3 clusters Score -2.32016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -23201568.000000 Penalty: 6000.022949
	Iteration 51Q: 3 clusters Score -2.320157e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 177268 members 
Entering Unmasked Estep 
Score: -23201578.000000 Penalty: 6000.022949
	Iteration 52Q: 3 clusters Score -2.320158e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -23201576.000000 Penalty: 6000.022949
	Iteration 53Q: 3 clusters Score -2.320158e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -23201588.000000 Penalty: 6000.022949
	Iteration 54Q: 3 clusters Score -2.320159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 177476 members 
Entering Unmasked Estep 
Score: -23201580.000000 Penalty: 6000.022949
	Iteration 55Q: 3 clusters Score -2.320158e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 177526 members 
Entering Unmasked Estep 
Score: -23201644.000000 Penalty: 6000.022949
	Iteration 56Q: 3 clusters Score -2.320164e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -23201648.000000 Penalty: 6000.022949
	Iteration 57Q: 3 clusters Score -2.320165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 177619 members 
Entering Unmasked Estep 
Score: -23201628.000000 Penalty: 6000.022949
	Iteration 58Q: 3 clusters Score -2.320163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -23201626.000000 Penalty: 6000.022949
	Iteration 59Q: 3 clusters Score -2.320163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -23201644.000000 Penalty: 6000.022949
	Iteration 60F: 3 clusters Score -2.320164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -23201644.000000 Penalty: 6000.022949
	Iteration 61Q: 3 clusters Score -2.320164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -23201632.000000 Penalty: 6000.022949
	Iteration 62Q: 3 clusters Score -2.320163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -23201614.000000 Penalty: 6000.022949
	Iteration 63Q: 3 clusters Score -2.320161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -23201638.000000 Penalty: 6000.022949
	Iteration 64Q: 3 clusters Score -2.320164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 177808 members 
Entering Unmasked Estep 
Score: -23201670.000000 Penalty: 6000.022949
	Iteration 65Q: 3 clusters Score -2.320167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 177830 members 
Entering Unmasked Estep 
Score: -23201638.000000 Penalty: 6000.022949
	Iteration 66Q: 3 clusters Score -2.320164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -23201638.000000 Penalty: 6000.022949
	Iteration 67Q: 3 clusters Score -2.320164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -23201640.000000 Penalty: 6000.022949
	Iteration 68Q: 3 clusters Score -2.320164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -23201646.000000 Penalty: 6000.022949
	Iteration 69Q: 3 clusters Score -2.320165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -23201652.000000 Penalty: 6000.022949
	Iteration 70Q: 3 clusters Score -2.320165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -23201672.000000 Penalty: 6000.022949
	Iteration 71Q: 3 clusters Score -2.320167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 177895 members 
Entering Unmasked Estep 
Score: -23201664.000000 Penalty: 6000.022949
	Iteration 72Q: 3 clusters Score -2.320166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -23201656.000000 Penalty: 6000.022949
	Iteration 73Q: 3 clusters Score -2.320166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -23201642.000000 Penalty: 6000.022949
	Iteration 74Q: 3 clusters Score -2.320164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -23201636.000000 Penalty: 6000.022949
	Iteration 75Q: 3 clusters Score -2.320164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -23201636.000000 Penalty: 6000.022949
	Iteration 76F: 3 clusters Score -2.320164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199353 members 
Entering Unmasked Estep 
Score: -25740314.000000 Penalty: 3026.302490
	Iteration 0F: 2 clusters Score -2.574031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -25613164.000000 Penalty: 6052.604980
	Iteration 0F: 3 clusters Score -2.561316e+07 nChanged 95962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -25669402.000000 Penalty: 6052.604980
	Iteration 1F: 3 clusters Score -2.56694e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -25670522.000000 Penalty: 6052.604980
	Iteration 2Q: 3 clusters Score -2.567052e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -25671976.000000 Penalty: 6052.604980
	Iteration 3Q: 3 clusters Score -2.567198e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -25673776.000000 Penalty: 6052.604980
	Iteration 4Q: 3 clusters Score -2.567378e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -25676432.000000 Penalty: 6052.604980
	Iteration 5Q: 3 clusters Score -2.567643e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -25679858.000000 Penalty: 6052.604980
	Iteration 6Q: 3 clusters Score -2.567986e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 123254 members 
Entering Unmasked Estep 
Score: -25684904.000000 Penalty: 6052.604980
	Iteration 7Q: 3 clusters Score -2.56849e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 132628 members 
Entering Unmasked Estep 
Score: -25692004.000000 Penalty: 6052.604980
	Iteration 8F: 3 clusters Score -2.5692e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -25700832.000000 Penalty: 6052.604980
	Iteration 9F: 3 clusters Score -2.570083e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -25710426.000000 Penalty: 6052.604980
	Iteration 10F: 3 clusters Score -2.571043e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -25718184.000000 Penalty: 6052.604980
	Iteration 11F: 3 clusters Score -2.571818e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 170850 members 
Entering Unmasked Estep 
Score: -25723710.000000 Penalty: 6052.604980
	Iteration 12Q: 3 clusters Score -2.572371e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -25727096.000000 Penalty: 6052.604980
	Iteration 13Q: 3 clusters Score -2.57271e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -25729514.000000 Penalty: 6052.604980
	Iteration 14Q: 3 clusters Score -2.572951e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 185177 members 
Entering Unmasked Estep 
Score: -25731520.000000 Penalty: 6052.604980
	Iteration 15Q: 3 clusters Score -2.573152e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 188429 members 
Entering Unmasked Estep 
Score: -25733266.000000 Penalty: 6052.604980
	Iteration 16Q: 3 clusters Score -2.573327e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 191031 members 
Entering Unmasked Estep 
Score: -25734616.000000 Penalty: 6052.604980
	Iteration 17Q: 3 clusters Score -2.573462e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 193110 members 
Entering Unmasked Estep 
Score: -25735562.000000 Penalty: 6052.604980
	Iteration 18Q: 3 clusters Score -2.573556e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 194632 members 
Entering Unmasked Estep 
Score: -25736384.000000 Penalty: 6052.604980
	Iteration 19Q: 3 clusters Score -2.573638e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 195748 members 
Entering Unmasked Estep 
Score: -25736920.000000 Penalty: 6052.604980
	Iteration 20F: 3 clusters Score -2.573692e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -25737308.000000 Penalty: 6052.604980
	Iteration 21Q: 3 clusters Score -2.573731e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 197056 members 
Entering Unmasked Estep 
Score: -25737564.000000 Penalty: 6052.604980
	Iteration 22Q: 3 clusters Score -2.573756e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -25737798.000000 Penalty: 6052.604980
	Iteration 23Q: 3 clusters Score -2.57378e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 197633 members 
Entering Unmasked Estep 
Score: -25737928.000000 Penalty: 6052.604980
	Iteration 24Q: 3 clusters Score -2.573793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 197772 members 
Entering Unmasked Estep 
Score: -25737986.000000 Penalty: 6052.604980
	Iteration 25Q: 3 clusters Score -2.573799e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 197852 members 
Entering Unmasked Estep 
Score: -25738044.000000 Penalty: 6052.604980
	Iteration 26Q: 3 clusters Score -2.573804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 197919 members 
Entering Unmasked Estep 
Score: -25738088.000000 Penalty: 6052.604980
	Iteration 27Q: 3 clusters Score -2.573809e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 197983 members 
Entering Unmasked Estep 
Score: -25738088.000000 Penalty: 6052.604980
	Iteration 28Q: 3 clusters Score -2.573809e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 198051 members 
Entering Unmasked Estep 
Score: -25738112.000000 Penalty: 6052.604980
	Iteration 29Q: 3 clusters Score -2.573811e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 198095 members 
Entering Unmasked Estep 
Score: -25738126.000000 Penalty: 6052.604980
	Iteration 30Q: 3 clusters Score -2.573813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 198137 members 
Entering Unmasked Estep 
Score: -25738098.000000 Penalty: 6052.604980
	Iteration 31Q: 3 clusters Score -2.57381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 198165 members 
Entering Unmasked Estep 
Score: -25738126.000000 Penalty: 6052.604980
	Iteration 32Q: 3 clusters Score -2.573813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 198191 members 
Entering Unmasked Estep 
Score: -25738114.000000 Penalty: 6052.604980
	Iteration 33Q: 3 clusters Score -2.573811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 198203 members 
Entering Unmasked Estep 
Score: -25738114.000000 Penalty: 6052.604980
	Iteration 34Q: 3 clusters Score -2.573811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 198218 members 
Entering Unmasked Estep 
Score: -25738118.000000 Penalty: 6052.604980
	Iteration 35Q: 3 clusters Score -2.573812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 198225 members 
Entering Unmasked Estep 
Score: -25738116.000000 Penalty: 6052.604980
	Iteration 36Q: 3 clusters Score -2.573812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 198239 members 
Entering Unmasked Estep 
Score: -25738126.000000 Penalty: 6052.604980
	Iteration 37Q: 3 clusters Score -2.573813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 198248 members 
Entering Unmasked Estep 
Score: -25738124.000000 Penalty: 6052.604980
	Iteration 38Q: 3 clusters Score -2.573812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -25738138.000000 Penalty: 6052.604980
	Iteration 39Q: 3 clusters Score -2.573814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 198262 members 
Entering Unmasked Estep 
Score: -25738142.000000 Penalty: 6052.604980
	Iteration 40F: 3 clusters Score -2.573814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 198264 members 
Entering Unmasked Estep 
Score: -25738140.000000 Penalty: 6052.604980
	Iteration 41Q: 3 clusters Score -2.573814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 198269 members 
Entering Unmasked Estep 
Score: -25738120.000000 Penalty: 6052.604980
	Iteration 42Q: 3 clusters Score -2.573812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 198272 members 
Entering Unmasked Estep 
Score: -25738128.000000 Penalty: 6052.604980
	Iteration 43Q: 3 clusters Score -2.573813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 198276 members 
Entering Unmasked Estep 
Score: -25738138.000000 Penalty: 6052.604980
	Iteration 44Q: 3 clusters Score -2.573814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 198281 members 
Entering Unmasked Estep 
Score: -25738136.000000 Penalty: 6052.604980
	Iteration 45Q: 3 clusters Score -2.573814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 198283 members 
Entering Unmasked Estep 
Score: -25738142.000000 Penalty: 6052.604980
	Iteration 46Q: 3 clusters Score -2.573814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 198286 members 
Entering Unmasked Estep 
Score: -25738128.000000 Penalty: 6052.604980
	Iteration 47Q: 3 clusters Score -2.573813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -25738152.000000 Penalty: 6052.604980
	Iteration 48Q: 3 clusters Score -2.573815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 198292 members 
Entering Unmasked Estep 
Score: -25738152.000000 Penalty: 6052.604980
	Iteration 49Q: 3 clusters Score -2.573815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 198295 members 
Entering Unmasked Estep 
Score: -25738142.000000 Penalty: 6052.604980
	Iteration 50Q: 3 clusters Score -2.573814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 198300 members 
Entering Unmasked Estep 
Score: -25738152.000000 Penalty: 6052.604980
	Iteration 51Q: 3 clusters Score -2.573815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 198304 members 
Entering Unmasked Estep 
Score: -25738162.000000 Penalty: 6052.604980
	Iteration 52Q: 3 clusters Score -2.573816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 198306 members 
Entering Unmasked Estep 
Score: -25738158.000000 Penalty: 6052.604980
	Iteration 53Q: 3 clusters Score -2.573816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -25738156.000000 Penalty: 6052.604980
	Iteration 54Q: 3 clusters Score -2.573816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 198309 members 
Entering Unmasked Estep 
Score: -25738152.000000 Penalty: 6052.604980
	Iteration 55Q: 3 clusters Score -2.573815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -25738156.000000 Penalty: 6052.604980
	Iteration 56Q: 3 clusters Score -2.573816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -25738156.000000 Penalty: 6052.604980
	Iteration 57F: 3 clusters Score -2.573816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Entering Unmasked Estep 
Score: -5662798.000000 Penalty: 2648.008545
	Iteration 0F: 2 clusters Score -5662798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5633583.000000 Penalty: 5296.017090
	Iteration 0F: 3 clusters Score -5633583 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5644398.500000 Penalty: 5296.017090
	Iteration 1F: 3 clusters Score -5644398 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5644836.000000 Penalty: 5296.017090
	Iteration 2Q: 3 clusters Score -5644836 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5645261.500000 Penalty: 5296.017090
	Iteration 3Q: 3 clusters Score -5645262 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5645668.500000 Penalty: 5296.017090
	Iteration 4Q: 3 clusters Score -5645668 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5646074.500000 Penalty: 5296.017090
	Iteration 5Q: 3 clusters Score -5646074 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5646488.000000 Penalty: 5296.017090
	Iteration 6Q: 3 clusters Score -5646488 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5647018.500000 Penalty: 5296.017090
	Iteration 7Q: 3 clusters Score -5647018 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -5647756.500000 Penalty: 5296.017090
	Iteration 8Q: 3 clusters Score -5647756 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5648823.500000 Penalty: 5296.017090
	Iteration 9Q: 3 clusters Score -5648824 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5650350.500000 Penalty: 5296.017090
	Iteration 10F: 3 clusters Score -5650350 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5652319.500000 Penalty: 5296.017090
	Iteration 11F: 3 clusters Score -5652320 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5654632.500000 Penalty: 5296.017090
	Iteration 12F: 3 clusters Score -5654632 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -5656596.500000 Penalty: 5296.017090
	Iteration 13F: 3 clusters Score -5656596 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5658011.500000 Penalty: 5296.017090
	Iteration 14Q: 3 clusters Score -5658012 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5658876.500000 Penalty: 5296.017090
	Iteration 15Q: 3 clusters Score -5658876 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5659442.500000 Penalty: 5296.017090
	Iteration 16Q: 3 clusters Score -5659442 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5659784.500000 Penalty: 5296.017090
	Iteration 17Q: 3 clusters Score -5659784 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5660086.500000 Penalty: 5296.017090
	Iteration 18Q: 3 clusters Score -5660086 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5660346.000000 Penalty: 5296.017090
	Iteration 19Q: 3 clusters Score -5660346 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -5660512.500000 Penalty: 5296.017090
	Iteration 20F: 3 clusters Score -5660512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5660675.000000 Penalty: 5296.017090
	Iteration 21Q: 3 clusters Score -5660675 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5660770.500000 Penalty: 5296.017090
	Iteration 22Q: 3 clusters Score -5660770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5660831.500000 Penalty: 5296.017090
	Iteration 23Q: 3 clusters Score -5660832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5660885.500000 Penalty: 5296.017090
	Iteration 24Q: 3 clusters Score -5660886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -5660905.000000 Penalty: 5296.017090
	Iteration 25Q: 3 clusters Score -5660905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -5660938.000000 Penalty: 5296.017090
	Iteration 26Q: 3 clusters Score -5660938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5660938.000000 Penalty: 5296.017090
	Iteration 27Q: 3 clusters Score -5660938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5660963.500000 Penalty: 5296.017090
	Iteration 28Q: 3 clusters Score -5660964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5660962.000000 Penalty: 5296.017090
	Iteration 29Q: 3 clusters Score -5660962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5660965.000000 Penalty: 5296.017090
	Iteration 30Q: 3 clusters Score -5660965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5660968.500000 Penalty: 5296.017090
	Iteration 31Q: 3 clusters Score -5660968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5660976.000000 Penalty: 5296.017090
	Iteration 32Q: 3 clusters Score -5660976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5660973.000000 Penalty: 5296.017090
	Iteration 33Q: 3 clusters Score -5660973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -5660980.500000 Penalty: 5296.017090
	Iteration 34Q: 3 clusters Score -5660980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5660978.500000 Penalty: 5296.017090
	Iteration 35Q: 3 clusters Score -5660978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5660980.000000 Penalty: 5296.017090
	Iteration 36Q: 3 clusters Score -5660980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5660984.000000 Penalty: 5296.017090
	Iteration 37Q: 3 clusters Score -5660984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5660985.500000 Penalty: 5296.017090
	Iteration 38Q: 3 clusters Score -5660986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5660987.500000 Penalty: 5296.017090
	Iteration 39Q: 3 clusters Score -5660988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5660986.000000 Penalty: 5296.017090
	Iteration 40F: 3 clusters Score -5660986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5660986.000000 Penalty: 5296.017090
	Iteration 41Q: 3 clusters Score -5660986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5660993.000000 Penalty: 5296.017090
	Iteration 42Q: 3 clusters Score -5660993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5660986.500000 Penalty: 5296.017090
	Iteration 43Q: 3 clusters Score -5660986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5660985.000000 Penalty: 5296.017090
	Iteration 44Q: 3 clusters Score -5660985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5660989.500000 Penalty: 5296.017090
	Iteration 45Q: 3 clusters Score -5660990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5660992.500000 Penalty: 5296.017090
	Iteration 46Q: 3 clusters Score -5660992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5660994.500000 Penalty: 5296.017090
	Iteration 47Q: 3 clusters Score -5660994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5660995.500000 Penalty: 5296.017090
	Iteration 48Q: 3 clusters Score -5660996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5660998.500000 Penalty: 5296.017090
	Iteration 49Q: 3 clusters Score -5660998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5661003.500000 Penalty: 5296.017090
	Iteration 50Q: 3 clusters Score -5661004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5661005.500000 Penalty: 5296.017090
	Iteration 51Q: 3 clusters Score -5661006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -5661010.500000 Penalty: 5296.017090
	Iteration 52Q: 3 clusters Score -5661010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5661011.000000 Penalty: 5296.017090
	Iteration 53Q: 3 clusters Score -5661011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5661011.000000 Penalty: 5296.017090
	Iteration 54F: 3 clusters Score -5661011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -164361.515625 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -164361.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162259.875000 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -162259.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162674.703125 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -162674.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162816.546875 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -162816.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162903.859375 Penalty: 3583.477783
	Iteration 3Q: 3 clusters Score -162903.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162969.656250 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -162969.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163019.328125 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -163019.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163089.265625 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -163089.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163144.109375 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -163144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163176.796875 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -163176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163192.640625 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -163192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -163210.109375 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -163210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163228.109375 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -163228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163241.000000 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -163241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -163249.500000 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -163249.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163257.859375 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -163257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163264.218750 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -163264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -163271.140625 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -163271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -163280.890625 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -163280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163287.546875 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -163287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -163291.531250 Penalty: 3583.477783
	Iteration 19Q: 3 clusters Score -163291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -163292.578125 Penalty: 3583.477783
	Iteration 20F: 3 clusters Score -163292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -2028042.750000 Penalty: 2393.203369
	Iteration 0F: 2 clusters Score -2028043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2016857.750000 Penalty: 4786.406738
	Iteration 0F: 3 clusters Score -2016858 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2020406.875000 Penalty: 4786.406738
	Iteration 1F: 3 clusters Score -2020407 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2020733.000000 Penalty: 4786.406738
	Iteration 2F: 3 clusters Score -2020733 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2021011.500000 Penalty: 4786.406738
	Iteration 3Q: 3 clusters Score -2021012 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2021279.625000 Penalty: 4786.406738
	Iteration 4Q: 3 clusters Score -2021280 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2021546.500000 Penalty: 4786.406738
	Iteration 5Q: 3 clusters Score -2021546 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2021882.375000 Penalty: 4786.406738
	Iteration 6Q: 3 clusters Score -2021882 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2022342.625000 Penalty: 4786.406738
	Iteration 7Q: 3 clusters Score -2022343 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2022980.750000 Penalty: 4786.406738
	Iteration 8F: 3 clusters Score -2022981 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2023766.875000 Penalty: 4786.406738
	Iteration 9F: 3 clusters Score -2023767 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2024530.250000 Penalty: 4786.406738
	Iteration 10F: 3 clusters Score -2024530 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2025148.250000 Penalty: 4786.406738
	Iteration 11Q: 3 clusters Score -2025148 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2025566.875000 Penalty: 4786.406738
	Iteration 12Q: 3 clusters Score -2025567 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2025836.125000 Penalty: 4786.406738
	Iteration 13Q: 3 clusters Score -2025836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2025998.750000 Penalty: 4786.406738
	Iteration 14Q: 3 clusters Score -2025999 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2026116.375000 Penalty: 4786.406738
	Iteration 15Q: 3 clusters Score -2026116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2026192.000000 Penalty: 4786.406738
	Iteration 16Q: 3 clusters Score -2026192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2026230.625000 Penalty: 4786.406738
	Iteration 17Q: 3 clusters Score -2026231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2026261.000000 Penalty: 4786.406738
	Iteration 18Q: 3 clusters Score -2026261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2026278.875000 Penalty: 4786.406738
	Iteration 19Q: 3 clusters Score -2026279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2026293.000000 Penalty: 4786.406738
	Iteration 20F: 3 clusters Score -2026293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2026301.125000 Penalty: 4786.406738
	Iteration 21Q: 3 clusters Score -2026301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2026304.500000 Penalty: 4786.406738
	Iteration 22Q: 3 clusters Score -2026304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2026305.875000 Penalty: 4786.406738
	Iteration 23Q: 3 clusters Score -2026306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2026309.625000 Penalty: 4786.406738
	Iteration 24Q: 3 clusters Score -2026310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2026309.625000 Penalty: 4786.406738
	Iteration 25Q: 3 clusters Score -2026310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2026309.625000 Penalty: 4786.406738
	Iteration 26F: 3 clusters Score -2026310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Entering Unmasked Estep 
Score: -2689376.500000 Penalty: 2466.980957
	Iteration 0F: 2 clusters Score -2689376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2674662.250000 Penalty: 4933.961914
	Iteration 0F: 3 clusters Score -2674662 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2679611.000000 Penalty: 4933.961914
	Iteration 1F: 3 clusters Score -2679611 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2680179.750000 Penalty: 4933.961914
	Iteration 2F: 3 clusters Score -2680180 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2680773.750000 Penalty: 4933.961914
	Iteration 3F: 3 clusters Score -2680774 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2681487.750000 Penalty: 4933.961914
	Iteration 4F: 3 clusters Score -2681488 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2682237.750000 Penalty: 4933.961914
	Iteration 5F: 3 clusters Score -2682238 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2683055.250000 Penalty: 4933.961914
	Iteration 6F: 3 clusters Score -2683055 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2684012.750000 Penalty: 4933.961914
	Iteration 7F: 3 clusters Score -2684013 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2685091.250000 Penalty: 4933.961914
	Iteration 8F: 3 clusters Score -2685091 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2686139.750000 Penalty: 4933.961914
	Iteration 9F: 3 clusters Score -2686140 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2686800.500000 Penalty: 4933.961914
	Iteration 10Q: 3 clusters Score -2686800 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2687105.500000 Penalty: 4933.961914
	Iteration 11Q: 3 clusters Score -2687106 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2687217.000000 Penalty: 4933.961914
	Iteration 12Q: 3 clusters Score -2687217 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2687280.500000 Penalty: 4933.961914
	Iteration 13Q: 3 clusters Score -2687280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2687305.750000 Penalty: 4933.961914
	Iteration 14Q: 3 clusters Score -2687306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2687322.000000 Penalty: 4933.961914
	Iteration 15Q: 3 clusters Score -2687322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2687340.750000 Penalty: 4933.961914
	Iteration 16Q: 3 clusters Score -2687341 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2687360.250000 Penalty: 4933.961914
	Iteration 17Q: 3 clusters Score -2687360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2687363.250000 Penalty: 4933.961914
	Iteration 18Q: 3 clusters Score -2687363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2687379.500000 Penalty: 4933.961914
	Iteration 19Q: 3 clusters Score -2687380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2687378.750000 Penalty: 4933.961914
	Iteration 20F: 3 clusters Score -2687379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2687377.250000 Penalty: 4933.961914
	Iteration 21Q: 3 clusters Score -2687377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2687387.750000 Penalty: 4933.961914
	Iteration 22Q: 3 clusters Score -2687388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2687398.500000 Penalty: 4933.961914
	Iteration 23Q: 3 clusters Score -2687398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2687412.250000 Penalty: 4933.961914
	Iteration 24Q: 3 clusters Score -2687412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2687415.250000 Penalty: 4933.961914
	Iteration 25Q: 3 clusters Score -2687415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2687415.000000 Penalty: 4933.961914
	Iteration 26Q: 3 clusters Score -2687415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2687416.500000 Penalty: 4933.961914
	Iteration 27Q: 3 clusters Score -2687416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2687423.750000 Penalty: 4933.961914
	Iteration 28Q: 3 clusters Score -2687424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2687423.000000 Penalty: 4933.961914
	Iteration 29Q: 3 clusters Score -2687423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2687422.750000 Penalty: 4933.961914
	Iteration 30Q: 3 clusters Score -2687423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2687427.500000 Penalty: 4933.961914
	Iteration 31Q: 3 clusters Score -2687428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2687430.000000 Penalty: 4933.961914
	Iteration 32Q: 3 clusters Score -2687430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2687439.250000 Penalty: 4933.961914
	Iteration 33Q: 3 clusters Score -2687439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2687439.250000 Penalty: 4933.961914
	Iteration 34Q: 3 clusters Score -2687439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2687451.750000 Penalty: 4933.961914
	Iteration 35Q: 3 clusters Score -2687452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2687464.000000 Penalty: 4933.961914
	Iteration 36Q: 3 clusters Score -2687464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2687471.750000 Penalty: 4933.961914
	Iteration 37Q: 3 clusters Score -2687472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2687468.750000 Penalty: 4933.961914
	Iteration 38Q: 3 clusters Score -2687469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2687468.000000 Penalty: 4933.961914
	Iteration 39Q: 3 clusters Score -2687468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2687478.500000 Penalty: 4933.961914
	Iteration 40F: 3 clusters Score -2687478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2687482.000000 Penalty: 4933.961914
	Iteration 41Q: 3 clusters Score -2687482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2687481.250000 Penalty: 4933.961914
	Iteration 42Q: 3 clusters Score -2687481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2687487.250000 Penalty: 4933.961914
	Iteration 43Q: 3 clusters Score -2687487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2687493.750000 Penalty: 4933.961914
	Iteration 44Q: 3 clusters Score -2687494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2687492.000000 Penalty: 4933.961914
	Iteration 45Q: 3 clusters Score -2687492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2687489.250000 Penalty: 4933.961914
	Iteration 46Q: 3 clusters Score -2687489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2687495.250000 Penalty: 4933.961914
	Iteration 47Q: 3 clusters Score -2687495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2687497.250000 Penalty: 4933.961914
	Iteration 48Q: 3 clusters Score -2687497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2687501.500000 Penalty: 4933.961914
	Iteration 49Q: 3 clusters Score -2687502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2687505.750000 Penalty: 4933.961914
	Iteration 50Q: 3 clusters Score -2687506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2687507.250000 Penalty: 4933.961914
	Iteration 51Q: 3 clusters Score -2687507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2687513.250000 Penalty: 4933.961914
	Iteration 52Q: 3 clusters Score -2687513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2687509.000000 Penalty: 4933.961914
	Iteration 53Q: 3 clusters Score -2687509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2687517.250000 Penalty: 4933.961914
	Iteration 54Q: 3 clusters Score -2687517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2687515.000000 Penalty: 4933.961914
	Iteration 55Q: 3 clusters Score -2687515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2687509.250000 Penalty: 4933.961914
	Iteration 56Q: 3 clusters Score -2687509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2687512.500000 Penalty: 4933.961914
	Iteration 57Q: 3 clusters Score -2687512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2687514.500000 Penalty: 4933.961914
	Iteration 58Q: 3 clusters Score -2687514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2687513.750000 Penalty: 4933.961914
	Iteration 59Q: 3 clusters Score -2687514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2687520.500000 Penalty: 4933.961914
	Iteration 60F: 3 clusters Score -2687520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2687518.000000 Penalty: 4933.961914
	Iteration 61Q: 3 clusters Score -2687518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2687515.250000 Penalty: 4933.961914
	Iteration 62Q: 3 clusters Score -2687515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2687519.000000 Penalty: 4933.961914
	Iteration 63Q: 3 clusters Score -2687519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2687522.750000 Penalty: 4933.961914
	Iteration 64Q: 3 clusters Score -2687523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2687524.500000 Penalty: 4933.961914
	Iteration 65Q: 3 clusters Score -2687524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2687520.250000 Penalty: 4933.961914
	Iteration 66Q: 3 clusters Score -2687520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2687525.750000 Penalty: 4933.961914
	Iteration 67Q: 3 clusters Score -2687526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2687526.750000 Penalty: 4933.961914
	Iteration 68Q: 3 clusters Score -2687527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2687525.250000 Penalty: 4933.961914
	Iteration 69Q: 3 clusters Score -2687525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2687528.750000 Penalty: 4933.961914
	Iteration 70Q: 3 clusters Score -2687529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2687534.500000 Penalty: 4933.961914
	Iteration 71Q: 3 clusters Score -2687534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2687533.250000 Penalty: 4933.961914
	Iteration 72Q: 3 clusters Score -2687533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2687540.500000 Penalty: 4933.961914
	Iteration 73Q: 3 clusters Score -2687540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2687551.500000 Penalty: 4933.961914
	Iteration 74Q: 3 clusters Score -2687552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2687550.250000 Penalty: 4933.961914
	Iteration 75Q: 3 clusters Score -2687550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2687559.750000 Penalty: 4933.961914
	Iteration 76Q: 3 clusters Score -2687560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2687572.750000 Penalty: 4933.961914
	Iteration 77Q: 3 clusters Score -2687573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2687583.000000 Penalty: 4933.961914
	Iteration 78Q: 3 clusters Score -2687583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2687593.000000 Penalty: 4933.961914
	Iteration 79Q: 3 clusters Score -2687593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2687600.500000 Penalty: 4933.961914
	Iteration 80F: 3 clusters Score -2687600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2687603.750000 Penalty: 4933.961914
	Iteration 81Q: 3 clusters Score -2687604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2687623.750000 Penalty: 4933.961914
	Iteration 82Q: 3 clusters Score -2687624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2687623.500000 Penalty: 4933.961914
	Iteration 83Q: 3 clusters Score -2687624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2687639.000000 Penalty: 4933.961914
	Iteration 84Q: 3 clusters Score -2687639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2687650.750000 Penalty: 4933.961914
	Iteration 85Q: 3 clusters Score -2687651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2687652.250000 Penalty: 4933.961914
	Iteration 86Q: 3 clusters Score -2687652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2687662.500000 Penalty: 4933.961914
	Iteration 87Q: 3 clusters Score -2687662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2687683.250000 Penalty: 4933.961914
	Iteration 88Q: 3 clusters Score -2687683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2687714.500000 Penalty: 4933.961914
	Iteration 89Q: 3 clusters Score -2687714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2687753.750000 Penalty: 4933.961914
	Iteration 90Q: 3 clusters Score -2687754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2687812.750000 Penalty: 4933.961914
	Iteration 91Q: 3 clusters Score -2687813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2687869.250000 Penalty: 4933.961914
	Iteration 92Q: 3 clusters Score -2687869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2687938.250000 Penalty: 4933.961914
	Iteration 93Q: 3 clusters Score -2687938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2687981.500000 Penalty: 4933.961914
	Iteration 94Q: 3 clusters Score -2687982 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2688020.500000 Penalty: 4933.961914
	Iteration 95Q: 3 clusters Score -2688020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2688057.250000 Penalty: 4933.961914
	Iteration 96Q: 3 clusters Score -2688057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2688073.250000 Penalty: 4933.961914
	Iteration 97Q: 3 clusters Score -2688073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2688083.750000 Penalty: 4933.961914
	Iteration 98Q: 3 clusters Score -2688084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2688097.750000 Penalty: 4933.961914
	Iteration 99Q: 3 clusters Score -2688098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2688112.250000 Penalty: 4933.961914
	Iteration 100F: 3 clusters Score -2688112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2688108.500000 Penalty: 4933.961914
	Iteration 101Q: 3 clusters Score -2688108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2688104.750000 Penalty: 4933.961914
	Iteration 102Q: 3 clusters Score -2688105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2688107.000000 Penalty: 4933.961914
	Iteration 103Q: 3 clusters Score -2688107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2688110.000000 Penalty: 4933.961914
	Iteration 104Q: 3 clusters Score -2688110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2688113.750000 Penalty: 4933.961914
	Iteration 105Q: 3 clusters Score -2688114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2688113.750000 Penalty: 4933.961914
	Iteration 106Q: 3 clusters Score -2688114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2688112.000000 Penalty: 4933.961914
	Iteration 107Q: 3 clusters Score -2688112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2688108.750000 Penalty: 4933.961914
	Iteration 108Q: 3 clusters Score -2688109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2688111.250000 Penalty: 4933.961914
	Iteration 109Q: 3 clusters Score -2688111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2688112.500000 Penalty: 4933.961914
	Iteration 110Q: 3 clusters Score -2688112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2688118.500000 Penalty: 4933.961914
	Iteration 111Q: 3 clusters Score -2688118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2688117.250000 Penalty: 4933.961914
	Iteration 112Q: 3 clusters Score -2688117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2688117.000000 Penalty: 4933.961914
	Iteration 113Q: 3 clusters Score -2688117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2688116.500000 Penalty: 4933.961914
	Iteration 114Q: 3 clusters Score -2688116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2688118.500000 Penalty: 4933.961914
	Iteration 115Q: 3 clusters Score -2688118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2688119.750000 Penalty: 4933.961914
	Iteration 116Q: 3 clusters Score -2688120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2688117.250000 Penalty: 4933.961914
	Iteration 117Q: 3 clusters Score -2688117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2688118.250000 Penalty: 4933.961914
	Iteration 118Q: 3 clusters Score -2688118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2688120.500000 Penalty: 4933.961914
	Iteration 119Q: 3 clusters Score -2688120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2688123.250000 Penalty: 4933.961914
	Iteration 120F: 3 clusters Score -2688123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2688119.500000 Penalty: 4933.961914
	Iteration 121Q: 3 clusters Score -2688120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2688119.750000 Penalty: 4933.961914
	Iteration 122Q: 3 clusters Score -2688120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2688119.750000 Penalty: 4933.961914
	Iteration 123F: 3 clusters Score -2688120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Entering Unmasked Estep 
Score: -2602395.500000 Penalty: 2455.642822
	Iteration 0F: 2 clusters Score -2602396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2588274.000000 Penalty: 4911.285645
	Iteration 0F: 3 clusters Score -2588274 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2592904.000000 Penalty: 4911.285645
	Iteration 1F: 3 clusters Score -2592904 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2593296.750000 Penalty: 4911.285645
	Iteration 2F: 3 clusters Score -2593297 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2593700.000000 Penalty: 4911.285645
	Iteration 3Q: 3 clusters Score -2593700 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2594085.500000 Penalty: 4911.285645
	Iteration 4Q: 3 clusters Score -2594086 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2594528.750000 Penalty: 4911.285645
	Iteration 5Q: 3 clusters Score -2594529 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2594976.000000 Penalty: 4911.285645
	Iteration 6Q: 3 clusters Score -2594976 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2595503.750000 Penalty: 4911.285645
	Iteration 7Q: 3 clusters Score -2595504 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2596149.250000 Penalty: 4911.285645
	Iteration 8F: 3 clusters Score -2596149 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2596954.000000 Penalty: 4911.285645
	Iteration 9F: 3 clusters Score -2596954 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2597867.000000 Penalty: 4911.285645
	Iteration 10F: 3 clusters Score -2597867 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2598663.000000 Penalty: 4911.285645
	Iteration 11Q: 3 clusters Score -2598663 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2599246.250000 Penalty: 4911.285645
	Iteration 12Q: 3 clusters Score -2599246 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2599594.500000 Penalty: 4911.285645
	Iteration 13Q: 3 clusters Score -2599594 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2599767.250000 Penalty: 4911.285645
	Iteration 14Q: 3 clusters Score -2599767 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2599876.500000 Penalty: 4911.285645
	Iteration 15Q: 3 clusters Score -2599876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2599964.000000 Penalty: 4911.285645
	Iteration 16Q: 3 clusters Score -2599964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2600047.750000 Penalty: 4911.285645
	Iteration 17Q: 3 clusters Score -2600048 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2600105.500000 Penalty: 4911.285645
	Iteration 18Q: 3 clusters Score -2600106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2600136.000000 Penalty: 4911.285645
	Iteration 19Q: 3 clusters Score -2600136 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2600164.250000 Penalty: 4911.285645
	Iteration 20F: 3 clusters Score -2600164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2600185.500000 Penalty: 4911.285645
	Iteration 21Q: 3 clusters Score -2600186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2600218.500000 Penalty: 4911.285645
	Iteration 22Q: 3 clusters Score -2600218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2600244.250000 Penalty: 4911.285645
	Iteration 23Q: 3 clusters Score -2600244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2600270.000000 Penalty: 4911.285645
	Iteration 24Q: 3 clusters Score -2600270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2600297.500000 Penalty: 4911.285645
	Iteration 25Q: 3 clusters Score -2600298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2600331.000000 Penalty: 4911.285645
	Iteration 26Q: 3 clusters Score -2600331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2600357.000000 Penalty: 4911.285645
	Iteration 27Q: 3 clusters Score -2600357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2600384.500000 Penalty: 4911.285645
	Iteration 28Q: 3 clusters Score -2600384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2600406.500000 Penalty: 4911.285645
	Iteration 29Q: 3 clusters Score -2600406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2600437.000000 Penalty: 4911.285645
	Iteration 30Q: 3 clusters Score -2600437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2600450.750000 Penalty: 4911.285645
	Iteration 31Q: 3 clusters Score -2600451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2600465.500000 Penalty: 4911.285645
	Iteration 32Q: 3 clusters Score -2600466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2600483.750000 Penalty: 4911.285645
	Iteration 33Q: 3 clusters Score -2600484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2600491.250000 Penalty: 4911.285645
	Iteration 34Q: 3 clusters Score -2600491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2600500.000000 Penalty: 4911.285645
	Iteration 35Q: 3 clusters Score -2600500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2600512.250000 Penalty: 4911.285645
	Iteration 36Q: 3 clusters Score -2600512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2600522.250000 Penalty: 4911.285645
	Iteration 37Q: 3 clusters Score -2600522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2600524.250000 Penalty: 4911.285645
	Iteration 38Q: 3 clusters Score -2600524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2600524.750000 Penalty: 4911.285645
	Iteration 39Q: 3 clusters Score -2600525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2600530.750000 Penalty: 4911.285645
	Iteration 40F: 3 clusters Score -2600531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2600528.750000 Penalty: 4911.285645
	Iteration 41Q: 3 clusters Score -2600529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2600528.750000 Penalty: 4911.285645
	Iteration 42Q: 3 clusters Score -2600529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2600532.250000 Penalty: 4911.285645
	Iteration 43Q: 3 clusters Score -2600532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2600535.750000 Penalty: 4911.285645
	Iteration 44Q: 3 clusters Score -2600536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2600533.750000 Penalty: 4911.285645
	Iteration 45Q: 3 clusters Score -2600534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2600535.000000 Penalty: 4911.285645
	Iteration 46Q: 3 clusters Score -2600535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2600535.750000 Penalty: 4911.285645
	Iteration 47Q: 3 clusters Score -2600536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2600539.500000 Penalty: 4911.285645
	Iteration 48Q: 3 clusters Score -2600540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2600539.750000 Penalty: 4911.285645
	Iteration 49Q: 3 clusters Score -2600540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2600540.500000 Penalty: 4911.285645
	Iteration 50Q: 3 clusters Score -2600540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2600536.750000 Penalty: 4911.285645
	Iteration 51Q: 3 clusters Score -2600537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2600538.750000 Penalty: 4911.285645
	Iteration 52Q: 3 clusters Score -2600539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2600538.750000 Penalty: 4911.285645
	Iteration 53F: 3 clusters Score -2600539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61408.328125 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61408.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59870.195312 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59870.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60145.050781 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60145.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60340.027344 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60340.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60458.441406 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60458.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60572.187500 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -60572.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60794.382812 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -60794.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60887.183594 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -60887.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -60970.886719 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -60970.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61022.109375 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61022.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -61065.835938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -61065.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61108.226562 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -61108.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61127.289062 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -61127.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -61151.847656 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -61151.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -61189.539062 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -61189.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61209.464844 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -61209.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -61218.777344 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -61218.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -61218.777344 Penalty: 3158.620605
	Iteration 16F: 3 clusters Score -61218.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -64944.558594 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -64944.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63395.175781 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -63395.18 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63740.800781 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -63740.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63943.136719 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -63943.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64171.378906 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -64171.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64324.582031 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -64324.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64415.367188 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -64415.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64477.328125 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -64477.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64591.046875 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -64591.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64691.804688 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -64691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64769.296875 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -64769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64816.851562 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -64816.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64831.019531 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -64831.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64845.996094 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -64846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64868.660156 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -64868.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64892.082031 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -64892.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64897.140625 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -64897.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64898.242188 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -64898.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64898.242188 Penalty: 3223.894287
	Iteration 17F: 3 clusters Score -64898.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Entering Unmasked Estep 
Score: -22728938.000000 Penalty: 2996.683594
	Iteration 0F: 2 clusters Score -2.272894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -22611116.000000 Penalty: 5993.367188
	Iteration 0F: 3 clusters Score -2.261112e+07 nChanged 84904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -22661038.000000 Penalty: 5993.367188
	Iteration 1F: 3 clusters Score -2.266104e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -22662224.000000 Penalty: 5993.367188
	Iteration 2Q: 3 clusters Score -2.266222e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -22663612.000000 Penalty: 5993.367188
	Iteration 3Q: 3 clusters Score -2.266361e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -22665132.000000 Penalty: 5993.367188
	Iteration 4Q: 3 clusters Score -2.266513e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -22666814.000000 Penalty: 5993.367188
	Iteration 5Q: 3 clusters Score -2.266681e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -22669128.000000 Penalty: 5993.367188
	Iteration 6Q: 3 clusters Score -2.266913e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -22672348.000000 Penalty: 5993.367188
	Iteration 7Q: 3 clusters Score -2.267235e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -22677308.000000 Penalty: 5993.367188
	Iteration 8Q: 3 clusters Score -2.267731e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -22683644.000000 Penalty: 5993.367188
	Iteration 9F: 3 clusters Score -2.268364e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -22690040.000000 Penalty: 5993.367188
	Iteration 10F: 3 clusters Score -2.269004e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -22694514.000000 Penalty: 5993.367188
	Iteration 11F: 3 clusters Score -2.269451e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -22696500.000000 Penalty: 5993.367188
	Iteration 12Q: 3 clusters Score -2.26965e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -22697302.000000 Penalty: 5993.367188
	Iteration 13Q: 3 clusters Score -2.26973e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -22697718.000000 Penalty: 5993.367188
	Iteration 14Q: 3 clusters Score -2.269772e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -22698092.000000 Penalty: 5993.367188
	Iteration 15Q: 3 clusters Score -2.269809e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -22698704.000000 Penalty: 5993.367188
	Iteration 16Q: 3 clusters Score -2.26987e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -22699300.000000 Penalty: 5993.367188
	Iteration 17Q: 3 clusters Score -2.26993e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 110220 members 
Entering Unmasked Estep 
Score: -22699780.000000 Penalty: 5993.367188
	Iteration 18Q: 3 clusters Score -2.269978e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -22700624.000000 Penalty: 5993.367188
	Iteration 19Q: 3 clusters Score -2.270062e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -22701424.000000 Penalty: 5993.367188
	Iteration 20F: 3 clusters Score -2.270142e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -22702456.000000 Penalty: 5993.367188
	Iteration 21Q: 3 clusters Score -2.270246e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -22703716.000000 Penalty: 5993.367188
	Iteration 22Q: 3 clusters Score -2.270372e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
Score: -22705114.000000 Penalty: 5993.367188
	Iteration 23Q: 3 clusters Score -2.270511e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -22706828.000000 Penalty: 5993.367188
	Iteration 24Q: 3 clusters Score -2.270683e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -22708652.000000 Penalty: 5993.367188
	Iteration 25Q: 3 clusters Score -2.270865e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -22710756.000000 Penalty: 5993.367188
	Iteration 26Q: 3 clusters Score -2.271076e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -22712914.000000 Penalty: 5993.367188
	Iteration 27Q: 3 clusters Score -2.271291e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 132047 members 
Entering Unmasked Estep 
Score: -22715660.000000 Penalty: 5993.367188
	Iteration 28Q: 3 clusters Score -2.271566e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -22718332.000000 Penalty: 5993.367188
	Iteration 29Q: 3 clusters Score -2.271833e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 137002 members 
Entering Unmasked Estep 
Score: -22720926.000000 Penalty: 5993.367188
	Iteration 30Q: 3 clusters Score -2.272093e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -22723534.000000 Penalty: 5993.367188
	Iteration 31Q: 3 clusters Score -2.272353e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -22725484.000000 Penalty: 5993.367188
	Iteration 32Q: 3 clusters Score -2.272548e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -22726734.000000 Penalty: 5993.367188
	Iteration 33Q: 3 clusters Score -2.272673e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -22727726.000000 Penalty: 5993.367188
	Iteration 34Q: 3 clusters Score -2.272773e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -22728268.000000 Penalty: 5993.367188
	Iteration 35Q: 3 clusters Score -2.272827e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -22728662.000000 Penalty: 5993.367188
	Iteration 36Q: 3 clusters Score -2.272866e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -22728920.000000 Penalty: 5993.367188
	Iteration 37Q: 3 clusters Score -2.272892e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -22728982.000000 Penalty: 5993.367188
	Iteration 38Q: 3 clusters Score -2.272898e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -22729170.000000 Penalty: 5993.367188
	Iteration 39Q: 3 clusters Score -2.272917e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -22729792.000000 Penalty: 5993.367188
	Iteration 40F: 3 clusters Score -2.272979e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -22729960.000000 Penalty: 5993.367188
	Iteration 41Q: 3 clusters Score -2.272996e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -22730040.000000 Penalty: 5993.367188
	Iteration 42Q: 3 clusters Score -2.273004e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 149681 members 
Entering Unmasked Estep 
Score: -22730080.000000 Penalty: 5993.367188
	Iteration 43Q: 3 clusters Score -2.273008e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -22730086.000000 Penalty: 5993.367188
	Iteration 44Q: 3 clusters Score -2.273009e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -22730194.000000 Penalty: 5993.367188
	Iteration 45Q: 3 clusters Score -2.273019e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -22730256.000000 Penalty: 5993.367188
	Iteration 46Q: 3 clusters Score -2.273026e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 150941 members 
Entering Unmasked Estep 
Score: -22730208.000000 Penalty: 5993.367188
	Iteration 47Q: 3 clusters Score -2.273021e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -22730288.000000 Penalty: 5993.367188
	Iteration 48Q: 3 clusters Score -2.273029e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -22730332.000000 Penalty: 5993.367188
	Iteration 49Q: 3 clusters Score -2.273033e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -22730322.000000 Penalty: 5993.367188
	Iteration 50Q: 3 clusters Score -2.273032e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -22730358.000000 Penalty: 5993.367188
	Iteration 51Q: 3 clusters Score -2.273036e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -22730322.000000 Penalty: 5993.367188
	Iteration 52Q: 3 clusters Score -2.273032e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -22730312.000000 Penalty: 5993.367188
	Iteration 53Q: 3 clusters Score -2.273031e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -22730318.000000 Penalty: 5993.367188
	Iteration 54Q: 3 clusters Score -2.273032e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -22730320.000000 Penalty: 5993.367188
	Iteration 55Q: 3 clusters Score -2.273032e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -22730362.000000 Penalty: 5993.367188
	Iteration 56Q: 3 clusters Score -2.273036e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -22730368.000000 Penalty: 5993.367188
	Iteration 57Q: 3 clusters Score -2.273037e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -22730406.000000 Penalty: 5993.367188
	Iteration 58Q: 3 clusters Score -2.273041e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 153301 members 
Entering Unmasked Estep 
Score: -22730428.000000 Penalty: 5993.367188
	Iteration 59Q: 3 clusters Score -2.273043e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -22730444.000000 Penalty: 5993.367188
	Iteration 60F: 3 clusters Score -2.273044e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -22730452.000000 Penalty: 5993.367188
	Iteration 61Q: 3 clusters Score -2.273045e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 153644 members 
Entering Unmasked Estep 
Score: -22730434.000000 Penalty: 5993.367188
	Iteration 62Q: 3 clusters Score -2.273043e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -22730402.000000 Penalty: 5993.367188
	Iteration 63Q: 3 clusters Score -2.27304e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -22730432.000000 Penalty: 5993.367188
	Iteration 64Q: 3 clusters Score -2.273043e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -22730454.000000 Penalty: 5993.367188
	Iteration 65Q: 3 clusters Score -2.273045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -22730506.000000 Penalty: 5993.367188
	Iteration 66Q: 3 clusters Score -2.273051e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -22730524.000000 Penalty: 5993.367188
	Iteration 67Q: 3 clusters Score -2.273052e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -22730524.000000 Penalty: 5993.367188
	Iteration 68Q: 3 clusters Score -2.273052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 69Q: 3 clusters Score -2.27305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 70Q: 3 clusters Score -2.27305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -22730496.000000 Penalty: 5993.367188
	Iteration 71Q: 3 clusters Score -2.27305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -22730500.000000 Penalty: 5993.367188
	Iteration 72Q: 3 clusters Score -2.27305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -22730516.000000 Penalty: 5993.367188
	Iteration 73Q: 3 clusters Score -2.273052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 74Q: 3 clusters Score -2.27305e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -22730556.000000 Penalty: 5993.367188
	Iteration 75Q: 3 clusters Score -2.273056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 154590 members 
Entering Unmasked Estep 
Score: -22730558.000000 Penalty: 5993.367188
	Iteration 76Q: 3 clusters Score -2.273056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -22730556.000000 Penalty: 5993.367188
	Iteration 77Q: 3 clusters Score -2.273056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -22730552.000000 Penalty: 5993.367188
	Iteration 78Q: 3 clusters Score -2.273055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 154715 members 
Entering Unmasked Estep 
Score: -22730578.000000 Penalty: 5993.367188
	Iteration 79Q: 3 clusters Score -2.273058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -22730546.000000 Penalty: 5993.367188
	Iteration 80F: 3 clusters Score -2.273055e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -22730522.000000 Penalty: 5993.367188
	Iteration 81Q: 3 clusters Score -2.273052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -22730524.000000 Penalty: 5993.367188
	Iteration 82Q: 3 clusters Score -2.273052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -22730538.000000 Penalty: 5993.367188
	Iteration 83Q: 3 clusters Score -2.273054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 84Q: 3 clusters Score -2.27305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -22730512.000000 Penalty: 5993.367188
	Iteration 85Q: 3 clusters Score -2.273051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -22730480.000000 Penalty: 5993.367188
	Iteration 86Q: 3 clusters Score -2.273048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -22730494.000000 Penalty: 5993.367188
	Iteration 87Q: 3 clusters Score -2.273049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -22730492.000000 Penalty: 5993.367188
	Iteration 88Q: 3 clusters Score -2.273049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -22730490.000000 Penalty: 5993.367188
	Iteration 89Q: 3 clusters Score -2.273049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 90Q: 3 clusters Score -2.273047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 91Q: 3 clusters Score -2.273049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5993.367188
	Iteration 92Q: 3 clusters Score -2.273048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 93Q: 3 clusters Score -2.273049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 155235 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 94Q: 3 clusters Score -2.273049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -22730496.000000 Penalty: 5993.367188
	Iteration 95Q: 3 clusters Score -2.27305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -22730470.000000 Penalty: 5993.367188
	Iteration 96Q: 3 clusters Score -2.273047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -22730480.000000 Penalty: 5993.367188
	Iteration 97Q: 3 clusters Score -2.273048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -22730478.000000 Penalty: 5993.367188
	Iteration 98Q: 3 clusters Score -2.273048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5993.367188
	Iteration 99Q: 3 clusters Score -2.273048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -22730460.000000 Penalty: 5993.367188
	Iteration 100F: 3 clusters Score -2.273046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -22730450.000000 Penalty: 5993.367188
	Iteration 101Q: 3 clusters Score -2.273045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -22730460.000000 Penalty: 5993.367188
	Iteration 102Q: 3 clusters Score -2.273046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -22730490.000000 Penalty: 5993.367188
	Iteration 103Q: 3 clusters Score -2.273049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -22730488.000000 Penalty: 5993.367188
	Iteration 104Q: 3 clusters Score -2.273049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 155555 members 
Entering Unmasked Estep 
Score: -22730474.000000 Penalty: 5993.367188
	Iteration 105Q: 3 clusters Score -2.273047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 106Q: 3 clusters Score -2.273049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5993.367188
	Iteration 107Q: 3 clusters Score -2.273048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 155608 members 
Entering Unmasked Estep 
Score: -22730472.000000 Penalty: 5993.367188
	Iteration 108Q: 3 clusters Score -2.273047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -22730478.000000 Penalty: 5993.367188
	Iteration 109Q: 3 clusters Score -2.273048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -22730482.000000 Penalty: 5993.367188
	Iteration 110Q: 3 clusters Score -2.273048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5993.367188
	Iteration 111Q: 3 clusters Score -2.273048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -22730484.000000 Penalty: 5993.367188
	Iteration 112Q: 3 clusters Score -2.273048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 155748 members 
Entering Unmasked Estep 
Score: -22730480.000000 Penalty: 5993.367188
	Iteration 113Q: 3 clusters Score -2.273048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 114Q: 3 clusters Score -2.273049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -22730484.000000 Penalty: 5993.367188
	Iteration 115Q: 3 clusters Score -2.273048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -22730478.000000 Penalty: 5993.367188
	Iteration 116Q: 3 clusters Score -2.273048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -22730456.000000 Penalty: 5993.367188
	Iteration 117Q: 3 clusters Score -2.273046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 118Q: 3 clusters Score -2.27305e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -22730482.000000 Penalty: 5993.367188
	Iteration 119Q: 3 clusters Score -2.273048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -22730492.000000 Penalty: 5993.367188
	Iteration 120F: 3 clusters Score -2.273049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 156027 members 
Entering Unmasked Estep 
Score: -22730516.000000 Penalty: 5993.367188
	Iteration 121Q: 3 clusters Score -2.273052e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 156058 members 
Entering Unmasked Estep 
Score: -22730492.000000 Penalty: 5993.367188
	Iteration 122Q: 3 clusters Score -2.273049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 156088 members 
Entering Unmasked Estep 
Score: -22730494.000000 Penalty: 5993.367188
	Iteration 123Q: 3 clusters Score -2.273049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -22730482.000000 Penalty: 5993.367188
	Iteration 124Q: 3 clusters Score -2.273048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -22730498.000000 Penalty: 5993.367188
	Iteration 125Q: 3 clusters Score -2.27305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -22730490.000000 Penalty: 5993.367188
	Iteration 126Q: 3 clusters Score -2.273049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -22730490.000000 Penalty: 5993.367188
	Iteration 127Q: 3 clusters Score -2.273049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -22730516.000000 Penalty: 5993.367188
	Iteration 128Q: 3 clusters Score -2.273052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -22730510.000000 Penalty: 5993.367188
	Iteration 129Q: 3 clusters Score -2.273051e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -22730506.000000 Penalty: 5993.367188
	Iteration 130Q: 3 clusters Score -2.273051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -22730516.000000 Penalty: 5993.367188
	Iteration 131Q: 3 clusters Score -2.273052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -22730500.000000 Penalty: 5993.367188
	Iteration 132Q: 3 clusters Score -2.27305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -22730482.000000 Penalty: 5993.367188
	Iteration 133Q: 3 clusters Score -2.273048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 156423 members 
Entering Unmasked Estep 
Score: -22730472.000000 Penalty: 5993.367188
	Iteration 134Q: 3 clusters Score -2.273047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 156450 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 135Q: 3 clusters Score -2.273047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -22730486.000000 Penalty: 5993.367188
	Iteration 136Q: 3 clusters Score -2.273049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -22730480.000000 Penalty: 5993.367188
	Iteration 137Q: 3 clusters Score -2.273048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -22730502.000000 Penalty: 5993.367188
	Iteration 138Q: 3 clusters Score -2.27305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -22730510.000000 Penalty: 5993.367188
	Iteration 139Q: 3 clusters Score -2.273051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 156518 members 
Entering Unmasked Estep 
Score: -22730482.000000 Penalty: 5993.367188
	Iteration 140F: 3 clusters Score -2.273048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 156534 members 
Entering Unmasked Estep 
Score: -22730464.000000 Penalty: 5993.367188
	Iteration 141Q: 3 clusters Score -2.273046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -22730456.000000 Penalty: 5993.367188
	Iteration 142Q: 3 clusters Score -2.273046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 143Q: 3 clusters Score -2.273047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -22730462.000000 Penalty: 5993.367188
	Iteration 144Q: 3 clusters Score -2.273046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 145Q: 3 clusters Score -2.273047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -22730466.000000 Penalty: 5993.367188
	Iteration 146Q: 3 clusters Score -2.273047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -22730488.000000 Penalty: 5993.367188
	Iteration 147Q: 3 clusters Score -2.273049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -22730476.000000 Penalty: 5993.367188
	Iteration 148Q: 3 clusters Score -2.273048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -22730454.000000 Penalty: 5993.367188
	Iteration 149Q: 3 clusters Score -2.273045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -22730450.000000 Penalty: 5993.367188
	Iteration 150Q: 3 clusters Score -2.273045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -22730458.000000 Penalty: 5993.367188
	Iteration 151Q: 3 clusters Score -2.273046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -22730460.000000 Penalty: 5993.367188
	Iteration 152Q: 3 clusters Score -2.273046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -22730462.000000 Penalty: 5993.367188
	Iteration 153Q: 3 clusters Score -2.273046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 156643 members 
Entering Unmasked Estep 
Score: -22730474.000000 Penalty: 5993.367188
	Iteration 154Q: 3 clusters Score -2.273047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 156646 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 155Q: 3 clusters Score -2.273047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 156Q: 3 clusters Score -2.273047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -22730468.000000 Penalty: 5993.367188
	Iteration 157F: 3 clusters Score -2.273047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 47846 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179301 members 
Mstep: Class 6 contains 199353 members 
Mstep: Class 7 contains 43367 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15522 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 20264 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79854 members 
Mstep: Class 17 contains 169333 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164070 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166830 members 
Mstep: Class 23 contains 156647 members 
Entering Unmasked Estep 
Score: -166453056.000000 Penalty: 80372.445312
Splitting cluster 14 changes total score from -166452848.000000 to -166453056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -69040.195312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -69040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67489.156250 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -67489.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67663.671875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -67663.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67717.125000 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -67717.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67736.625000 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -67736.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67758.335938 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -67758.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67770.585938 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -67770.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67778.718750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -67778.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67778.718750 Penalty: 3152.629395
	Iteration 7F: 3 clusters Score -67778.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Entering Unmasked Estep 
Score: -9990199.000000 Penalty: 2799.412842
	Iteration 0F: 2 clusters Score -9990199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -9936825.000000 Penalty: 5598.825684
	Iteration 0F: 3 clusters Score -9936825 nChanged 37609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -9957954.000000 Penalty: 5598.825684
	Iteration 1F: 3 clusters Score -9957954 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -9958702.000000 Penalty: 5598.825684
	Iteration 2Q: 3 clusters Score -9958702 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -9959571.000000 Penalty: 5598.825684
	Iteration 3Q: 3 clusters Score -9959571 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -9960531.000000 Penalty: 5598.825684
	Iteration 4Q: 3 clusters Score -9960531 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9961856.000000 Penalty: 5598.825684
	Iteration 5Q: 3 clusters Score -9961856 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9963822.000000 Penalty: 5598.825684
	Iteration 6Q: 3 clusters Score -9963822 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -9966682.000000 Penalty: 5598.825684
	Iteration 7F: 3 clusters Score -9966682 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -9970456.000000 Penalty: 5598.825684
	Iteration 8F: 3 clusters Score -9970456 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -9974442.000000 Penalty: 5598.825684
	Iteration 9F: 3 clusters Score -9974442 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -9977926.000000 Penalty: 5598.825684
	Iteration 10F: 3 clusters Score -9977926 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -9980694.000000 Penalty: 5598.825684
	Iteration 11Q: 3 clusters Score -9980694 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -9982785.000000 Penalty: 5598.825684
	Iteration 12Q: 3 clusters Score -9982785 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -9984271.000000 Penalty: 5598.825684
	Iteration 13Q: 3 clusters Score -9984271 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9985357 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9986248 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9986877 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9987308 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9987607 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -9987817.000000 Penalty: 5598.825684
	Iteration 19Q: 3 clusters Score -9987817 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -9987972.000000 Penalty: 5598.825684
	Iteration 20F: 3 clusters Score -9987972 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -9988048.000000 Penalty: 5598.825684
	Iteration 21Q: 3 clusters Score -9988048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -9988100.000000 Penalty: 5598.825684
	Iteration 22Q: 3 clusters Score -9988100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -9988162.000000 Penalty: 5598.825684
	Iteration 23Q: 3 clusters Score -9988162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -9988207.000000 Penalty: 5598.825684
	Iteration 24Q: 3 clusters Score -9988207 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -9988279.000000 Penalty: 5598.825684
	Iteration 25Q: 3 clusters Score -9988279 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -9988346.000000 Penalty: 5598.825684
	Iteration 26Q: 3 clusters Score -9988346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -9988357.000000 Penalty: 5598.825684
	Iteration 27Q: 3 clusters Score -9988357 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -9988408.000000 Penalty: 5598.825684
	Iteration 28Q: 3 clusters Score -9988408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -9988445.000000 Penalty: 5598.825684
	Iteration 29Q: 3 clusters Score -9988445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -9988469.000000 Penalty: 5598.825684
	Iteration 30Q: 3 clusters Score -9988469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -9988513.000000 Penalty: 5598.825684
	Iteration 31Q: 3 clusters Score -9988513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -9988531.000000 Penalty: 5598.825684
	Iteration 32Q: 3 clusters Score -9988531 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9988569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -9988574.000000 Penalty: 5598.825684
	Iteration 34Q: 3 clusters Score -9988574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -9988593.000000 Penalty: 5598.825684
	Iteration 35Q: 3 clusters Score -9988593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -9988629.000000 Penalty: 5598.825684
	Iteration 36Q: 3 clusters Score -9988629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -9988629.000000 Penalty: 5598.825684
	Iteration 37Q: 3 clusters Score -9988629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -9988641.000000 Penalty: 5598.825684
	Iteration 38Q: 3 clusters Score -9988641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -9988626.000000 Penalty: 5598.825684
	Iteration 39Q: 3 clusters Score -9988626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -9988647.000000 Penalty: 5598.825684
	Iteration 40F: 3 clusters Score -9988647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -9988685.000000 Penalty: 5598.825684
	Iteration 41Q: 3 clusters Score -9988685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -9988696.000000 Penalty: 5598.825684
	Iteration 42Q: 3 clusters Score -9988696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -9988712.000000 Penalty: 5598.825684
	Iteration 43Q: 3 clusters Score -9988712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -9988770.000000 Penalty: 5598.825684
	Iteration 44Q: 3 clusters Score -9988770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -9988801.000000 Penalty: 5598.825684
	Iteration 45Q: 3 clusters Score -9988801 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -9988808.000000 Penalty: 5598.825684
	Iteration 46Q: 3 clusters Score -9988808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9988848.000000 Penalty: 5598.825684
	Iteration 47Q: 3 clusters Score -9988848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -9988876.000000 Penalty: 5598.825684
	Iteration 48Q: 3 clusters Score -9988876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -9988898.000000 Penalty: 5598.825684
	Iteration 49Q: 3 clusters Score -9988898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -9988923.000000 Penalty: 5598.825684
	Iteration 50Q: 3 clusters Score -9988923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -9988941.000000 Penalty: 5598.825684
	Iteration 51Q: 3 clusters Score -9988941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -9988958.000000 Penalty: 5598.825684
	Iteration 52Q: 3 clusters Score -9988958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -9988976.000000 Penalty: 5598.825684
	Iteration 53Q: 3 clusters Score -9988976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -9988993.000000 Penalty: 5598.825684
	Iteration 54Q: 3 clusters Score -9988993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -9989009.000000 Penalty: 5598.825684
	Iteration 55Q: 3 clusters Score -9989009 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -9989039.000000 Penalty: 5598.825684
	Iteration 56Q: 3 clusters Score -9989039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -9989077.000000 Penalty: 5598.825684
	Iteration 57Q: 3 clusters Score -9989077 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -9989103.000000 Penalty: 5598.825684
	Iteration 58Q: 3 clusters Score -9989103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -9989123.000000 Penalty: 5598.825684
	Iteration 59Q: 3 clusters Score -9989123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -9989146.000000 Penalty: 5598.825684
	Iteration 60F: 3 clusters Score -9989146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -9989161.000000 Penalty: 5598.825684
	Iteration 61Q: 3 clusters Score -9989161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -9989173.000000 Penalty: 5598.825684
	Iteration 62Q: 3 clusters Score -9989173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -9989202.000000 Penalty: 5598.825684
	Iteration 63Q: 3 clusters Score -9989202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9989228.000000 Penalty: 5598.825684
	Iteration 64Q: 3 clusters Score -9989228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -9989254.000000 Penalty: 5598.825684
	Iteration 65Q: 3 clusters Score -9989254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9989277.000000 Penalty: 5598.825684
	Iteration 66Q: 3 clusters Score -9989277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -9989293.000000 Penalty: 5598.825684
	Iteration 67Q: 3 clusters Score -9989293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -9989296.000000 Penalty: 5598.825684
	Iteration 68Q: 3 clusters Score -9989296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -9989297.000000 Penalty: 5598.825684
	Iteration 69Q: 3 clusters Score -9989297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -9989295.000000 Penalty: 5598.825684
	Iteration 70Q: 3 clusters Score -9989295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -9989314.000000 Penalty: 5598.825684
	Iteration 71Q: 3 clusters Score -9989314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -9989324.000000 Penalty: 5598.825684
	Iteration 72Q: 3 clusters Score -9989324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -9989327.000000 Penalty: 5598.825684
	Iteration 73Q: 3 clusters Score -9989327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -9989340.000000 Penalty: 5598.825684
	Iteration 74Q: 3 clusters Score -9989340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -9989355.000000 Penalty: 5598.825684
	Iteration 75Q: 3 clusters Score -9989355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -9989360.000000 Penalty: 5598.825684
	Iteration 76Q: 3 clusters Score -9989360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -9989374.000000 Penalty: 5598.825684
	Iteration 77Q: 3 clusters Score -9989374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -9989381.000000 Penalty: 5598.825684
	Iteration 78Q: 3 clusters Score -9989381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -9989373.000000 Penalty: 5598.825684
	Iteration 79Q: 3 clusters Score -9989373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -9989367.000000 Penalty: 5598.825684
	Iteration 80F: 3 clusters Score -9989367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -9989366.000000 Penalty: 5598.825684
	Iteration 81Q: 3 clusters Score -9989366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -9989362.000000 Penalty: 5598.825684
	Iteration 82Q: 3 clusters Score -9989362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -9989361.000000 Penalty: 5598.825684
	Iteration 83Q: 3 clusters Score -9989361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -9989385.000000 Penalty: 5598.825684
	Iteration 84Q: 3 clusters Score -9989385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -9989380.000000 Penalty: 5598.825684
	Iteration 85Q: 3 clusters Score -9989380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -9989382.000000 Penalty: 5598.825684
	Iteration 86Q: 3 clusters Score -9989382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -9989378.000000 Penalty: 5598.825684
	Iteration 87Q: 3 clusters Score -9989378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -9989382.000000 Penalty: 5598.825684
	Iteration 88Q: 3 clusters Score -9989382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -9989381.000000 Penalty: 5598.825684
	Iteration 89Q: 3 clusters Score -9989381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -9989386.000000 Penalty: 5598.825684
	Iteration 90Q: 3 clusters Score -9989386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9989379.000000 Penalty: 5598.825684
	Iteration 91Q: 3 clusters Score -9989379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -9989383.000000 Penalty: 5598.825684
	Iteration 92Q: 3 clusters Score -9989383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -9989390.000000 Penalty: 5598.825684
	Iteration 93Q: 3 clusters Score -9989390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9989392.000000 Penalty: 5598.825684
	Iteration 94Q: 3 clusters Score -9989392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -9989394.000000 Penalty: 5598.825684
	Iteration 95Q: 3 clusters Score -9989394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -9989394.000000 Penalty: 5598.825684
	Iteration 96F: 3 clusters Score -9989394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169333 members 
Entering Unmasked Estep 
Score: -22003828.000000 Penalty: 2985.826416
	Iteration 0F: 2 clusters Score -2.200383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -21892188.000000 Penalty: 5971.652832
	Iteration 0F: 3 clusters Score -2.189219e+07 nChanged 80871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -21939602.000000 Penalty: 5971.652832
	Iteration 1F: 3 clusters Score -2.19396e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -21940332.000000 Penalty: 5971.652832
	Iteration 2Q: 3 clusters Score -2.194033e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -21941096.000000 Penalty: 5971.652832
	Iteration 3Q: 3 clusters Score -2.19411e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -21942142.000000 Penalty: 5971.652832
	Iteration 4Q: 3 clusters Score -2.194214e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -21943778.000000 Penalty: 5971.652832
	Iteration 5Q: 3 clusters Score -2.194378e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -21946424.000000 Penalty: 5971.652832
	Iteration 6Q: 3 clusters Score -2.194642e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -21951094.000000 Penalty: 5971.652832
	Iteration 7F: 3 clusters Score -2.195109e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -21959658.000000 Penalty: 5971.652832
	Iteration 8F: 3 clusters Score -2.195966e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -21971124.000000 Penalty: 5971.652832
	Iteration 9F: 3 clusters Score -2.197112e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -21982580.000000 Penalty: 5971.652832
	Iteration 10F: 3 clusters Score -2.198258e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -21991028.000000 Penalty: 5971.652832
	Iteration 11F: 3 clusters Score -2.199103e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -21995578.000000 Penalty: 5971.652832
	Iteration 12Q: 3 clusters Score -2.199558e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -21997918.000000 Penalty: 5971.652832
	Iteration 13Q: 3 clusters Score -2.199792e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -21999226.000000 Penalty: 5971.652832
	Iteration 14Q: 3 clusters Score -2.199923e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -21999916.000000 Penalty: 5971.652832
	Iteration 15Q: 3 clusters Score -2.199992e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 165549 members 
Entering Unmasked Estep 
Score: -22000372.000000 Penalty: 5971.652832
	Iteration 16Q: 3 clusters Score -2.200037e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 166263 members 
Entering Unmasked Estep 
Score: -22000658.000000 Penalty: 5971.652832
	Iteration 17Q: 3 clusters Score -2.200066e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -22000874.000000 Penalty: 5971.652832
	Iteration 18Q: 3 clusters Score -2.200087e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 167212 members 
Entering Unmasked Estep 
Score: -22001060.000000 Penalty: 5971.652832
	Iteration 19Q: 3 clusters Score -2.200106e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 167516 members 
Entering Unmasked Estep 
Score: -22001100.000000 Penalty: 5971.652832
	Iteration 20F: 3 clusters Score -2.20011e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -22001190.000000 Penalty: 5971.652832
	Iteration 21Q: 3 clusters Score -2.200119e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -22001208.000000 Penalty: 5971.652832
	Iteration 22Q: 3 clusters Score -2.200121e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -22001258.000000 Penalty: 5971.652832
	Iteration 23Q: 3 clusters Score -2.200126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -22001346.000000 Penalty: 5971.652832
	Iteration 24Q: 3 clusters Score -2.200135e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -22001384.000000 Penalty: 5971.652832
	Iteration 25Q: 3 clusters Score -2.200138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -22001422.000000 Penalty: 5971.652832
	Iteration 26Q: 3 clusters Score -2.200142e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 168277 members 
Entering Unmasked Estep 
Score: -22001428.000000 Penalty: 5971.652832
	Iteration 27Q: 3 clusters Score -2.200143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -22001428.000000 Penalty: 5971.652832
	Iteration 28Q: 3 clusters Score -2.200143e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -22001458.000000 Penalty: 5971.652832
	Iteration 29Q: 3 clusters Score -2.200146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 168396 members 
Entering Unmasked Estep 
Score: -22001462.000000 Penalty: 5971.652832
	Iteration 30Q: 3 clusters Score -2.200146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -22001468.000000 Penalty: 5971.652832
	Iteration 31Q: 3 clusters Score -2.200147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -22001482.000000 Penalty: 5971.652832
	Iteration 32Q: 3 clusters Score -2.200148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -22001480.000000 Penalty: 5971.652832
	Iteration 33Q: 3 clusters Score -2.200148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -22001472.000000 Penalty: 5971.652832
	Iteration 34Q: 3 clusters Score -2.200147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 168472 members 
Entering Unmasked Estep 
Score: -22001476.000000 Penalty: 5971.652832
	Iteration 35Q: 3 clusters Score -2.200148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -22001476.000000 Penalty: 5971.652832
	Iteration 36Q: 3 clusters Score -2.200148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 168486 members 
Entering Unmasked Estep 
Score: -22001476.000000 Penalty: 5971.652832
	Iteration 37Q: 3 clusters Score -2.200148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 168492 members 
Entering Unmasked Estep 
Score: -22001488.000000 Penalty: 5971.652832
	Iteration 38Q: 3 clusters Score -2.200149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -22001486.000000 Penalty: 5971.652832
	Iteration 39Q: 3 clusters Score -2.200149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -22001486.000000 Penalty: 5971.652832
	Iteration 40F: 3 clusters Score -2.200149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22001490.000000 Penalty: 5971.652832
	Iteration 41Q: 3 clusters Score -2.200149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22001502.000000 Penalty: 5971.652832
	Iteration 42Q: 3 clusters Score -2.20015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22001502.000000 Penalty: 5971.652832
	Iteration 43F: 3 clusters Score -2.20015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Entering Unmasked Estep 
Score: -1459372.750000 Penalty: 2325.401123
	Iteration 0F: 2 clusters Score -1459373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1450530.125000 Penalty: 4650.802246
	Iteration 0F: 3 clusters Score -1450530 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1453419.875000 Penalty: 4650.802246
	Iteration 1F: 3 clusters Score -1453420 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1454020.000000 Penalty: 4650.802246
	Iteration 2F: 3 clusters Score -1454020 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1454603.000000 Penalty: 4650.802246
	Iteration 3F: 3 clusters Score -1454603 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1455184.750000 Penalty: 4650.802246
	Iteration 4F: 3 clusters Score -1455185 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1455778.625000 Penalty: 4650.802246
	Iteration 5F: 3 clusters Score -1455779 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1456346.000000 Penalty: 4650.802246
	Iteration 6F: 3 clusters Score -1456346 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1456870.500000 Penalty: 4650.802246
	Iteration 7F: 3 clusters Score -1456870 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1457265.750000 Penalty: 4650.802246
	Iteration 8Q: 3 clusters Score -1457266 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1457544.500000 Penalty: 4650.802246
	Iteration 9Q: 3 clusters Score -1457544 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1457718.250000 Penalty: 4650.802246
	Iteration 10Q: 3 clusters Score -1457718 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1457859.625000 Penalty: 4650.802246
	Iteration 11Q: 3 clusters Score -1457860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1457967.500000 Penalty: 4650.802246
	Iteration 12Q: 3 clusters Score -1457968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1458041.375000 Penalty: 4650.802246
	Iteration 13Q: 3 clusters Score -1458041 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1458100.375000 Penalty: 4650.802246
	Iteration 14Q: 3 clusters Score -1458100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1458151.500000 Penalty: 4650.802246
	Iteration 15Q: 3 clusters Score -1458152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1458188.875000 Penalty: 4650.802246
	Iteration 16Q: 3 clusters Score -1458189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1458225.375000 Penalty: 4650.802246
	Iteration 17Q: 3 clusters Score -1458225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1458267.625000 Penalty: 4650.802246
	Iteration 18Q: 3 clusters Score -1458268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1458307.375000 Penalty: 4650.802246
	Iteration 19Q: 3 clusters Score -1458307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1458339.375000 Penalty: 4650.802246
	Iteration 20F: 3 clusters Score -1458339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1458365.625000 Penalty: 4650.802246
	Iteration 21Q: 3 clusters Score -1458366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1458392.000000 Penalty: 4650.802246
	Iteration 22Q: 3 clusters Score -1458392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1458406.750000 Penalty: 4650.802246
	Iteration 23Q: 3 clusters Score -1458407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1458438.875000 Penalty: 4650.802246
	Iteration 24Q: 3 clusters Score -1458439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1458479.375000 Penalty: 4650.802246
	Iteration 25Q: 3 clusters Score -1458479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1458517.750000 Penalty: 4650.802246
	Iteration 26Q: 3 clusters Score -1458518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1458551.125000 Penalty: 4650.802246
	Iteration 27Q: 3 clusters Score -1458551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1458570.875000 Penalty: 4650.802246
	Iteration 28Q: 3 clusters Score -1458571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1458583.125000 Penalty: 4650.802246
	Iteration 29Q: 3 clusters Score -1458583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1458598.625000 Penalty: 4650.802246
	Iteration 30Q: 3 clusters Score -1458599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1458608.250000 Penalty: 4650.802246
	Iteration 31Q: 3 clusters Score -1458608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1458616.125000 Penalty: 4650.802246
	Iteration 32Q: 3 clusters Score -1458616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1458621.750000 Penalty: 4650.802246
	Iteration 33Q: 3 clusters Score -1458622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1458620.875000 Penalty: 4650.802246
	Iteration 34Q: 3 clusters Score -1458621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1458623.750000 Penalty: 4650.802246
	Iteration 35Q: 3 clusters Score -1458624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1458627.500000 Penalty: 4650.802246
	Iteration 36Q: 3 clusters Score -1458628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1458631.000000 Penalty: 4650.802246
	Iteration 37Q: 3 clusters Score -1458631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1458631.250000 Penalty: 4650.802246
	Iteration 38Q: 3 clusters Score -1458631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1458631.375000 Penalty: 4650.802246
	Iteration 39Q: 3 clusters Score -1458631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1458634.250000 Penalty: 4650.802246
	Iteration 40F: 3 clusters Score -1458634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1458632.000000 Penalty: 4650.802246
	Iteration 41Q: 3 clusters Score -1458632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1458635.000000 Penalty: 4650.802246
	Iteration 42Q: 3 clusters Score -1458635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1458636.500000 Penalty: 4650.802246
	Iteration 43Q: 3 clusters Score -1458636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1458636.625000 Penalty: 4650.802246
	Iteration 44Q: 3 clusters Score -1458637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1458637.125000 Penalty: 4650.802246
	Iteration 45Q: 3 clusters Score -1458637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1458638.000000 Penalty: 4650.802246
	Iteration 46Q: 3 clusters Score -1458638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1458639.125000 Penalty: 4650.802246
	Iteration 47Q: 3 clusters Score -1458639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1458636.750000 Penalty: 4650.802246
	Iteration 48Q: 3 clusters Score -1458637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1458636.750000 Penalty: 4650.802246
	Iteration 49F: 3 clusters Score -1458637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Entering Unmasked Estep 
Score: -1037496.750000 Penalty: 2244.529785
	Iteration 0F: 2 clusters Score -1037497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1030717.062500 Penalty: 4489.059570
	Iteration 0F: 3 clusters Score -1030717 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1032790.687500 Penalty: 4489.059570
	Iteration 1F: 3 clusters Score -1032791 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1033206.125000 Penalty: 4489.059570
	Iteration 2F: 3 clusters Score -1033206 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1033644.000000 Penalty: 4489.059570
	Iteration 3F: 3 clusters Score -1033644 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1034098.187500 Penalty: 4489.059570
	Iteration 4F: 3 clusters Score -1034098 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1034554.000000 Penalty: 4489.059570
	Iteration 5F: 3 clusters Score -1034554 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1035020.500000 Penalty: 4489.059570
	Iteration 6F: 3 clusters Score -1035020 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1035431.937500 Penalty: 4489.059570
	Iteration 7F: 3 clusters Score -1035432 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1035791.437500 Penalty: 4489.059570
	Iteration 8F: 3 clusters Score -1035791 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1036034.250000 Penalty: 4489.059570
	Iteration 9Q: 3 clusters Score -1036034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1036195.750000 Penalty: 4489.059570
	Iteration 10Q: 3 clusters Score -1036196 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1036317.687500 Penalty: 4489.059570
	Iteration 11Q: 3 clusters Score -1036318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1036412.500000 Penalty: 4489.059570
	Iteration 12Q: 3 clusters Score -1036412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1036490.625000 Penalty: 4489.059570
	Iteration 13Q: 3 clusters Score -1036491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1036549.937500 Penalty: 4489.059570
	Iteration 14Q: 3 clusters Score -1036550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1036601.437500 Penalty: 4489.059570
	Iteration 15Q: 3 clusters Score -1036601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1036654.062500 Penalty: 4489.059570
	Iteration 16Q: 3 clusters Score -1036654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1036697.125000 Penalty: 4489.059570
	Iteration 17Q: 3 clusters Score -1036697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1036727.937500 Penalty: 4489.059570
	Iteration 18Q: 3 clusters Score -1036728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1036757.375000 Penalty: 4489.059570
	Iteration 19Q: 3 clusters Score -1036757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1036782.750000 Penalty: 4489.059570
	Iteration 20F: 3 clusters Score -1036783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1036795.000000 Penalty: 4489.059570
	Iteration 21Q: 3 clusters Score -1036795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1036807.250000 Penalty: 4489.059570
	Iteration 22Q: 3 clusters Score -1036807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1036824.375000 Penalty: 4489.059570
	Iteration 23Q: 3 clusters Score -1036824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1036833.812500 Penalty: 4489.059570
	Iteration 24Q: 3 clusters Score -1036834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1036841.562500 Penalty: 4489.059570
	Iteration 25Q: 3 clusters Score -1036842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1036846.812500 Penalty: 4489.059570
	Iteration 26Q: 3 clusters Score -1036847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1036850.937500 Penalty: 4489.059570
	Iteration 27Q: 3 clusters Score -1036851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1036852.250000 Penalty: 4489.059570
	Iteration 28Q: 3 clusters Score -1036852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1036856.250000 Penalty: 4489.059570
	Iteration 29Q: 3 clusters Score -1036856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1036856.437500 Penalty: 4489.059570
	Iteration 30Q: 3 clusters Score -1036856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1036857.625000 Penalty: 4489.059570
	Iteration 31Q: 3 clusters Score -1036858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1036857.625000 Penalty: 4489.059570
	Iteration 32F: 3 clusters Score -1036858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Entering Unmasked Estep 
Score: -21292514.000000 Penalty: 2977.995850
	Iteration 0F: 2 clusters Score -2.129251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -21184438.000000 Penalty: 5955.991699
	Iteration 0F: 3 clusters Score -2.118444e+07 nChanged 78495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -21230390.000000 Penalty: 5955.991699
	Iteration 1F: 3 clusters Score -2.123039e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -21231666.000000 Penalty: 5955.991699
	Iteration 2Q: 3 clusters Score -2.123167e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -21233806.000000 Penalty: 5955.991699
	Iteration 3Q: 3 clusters Score -2.123381e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -21236266.000000 Penalty: 5955.991699
	Iteration 4Q: 3 clusters Score -2.123627e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -21240614.000000 Penalty: 5955.991699
	Iteration 5Q: 3 clusters Score -2.124061e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -21247160.000000 Penalty: 5955.991699
	Iteration 6F: 3 clusters Score -2.124716e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -21255760.000000 Penalty: 5955.991699
	Iteration 7F: 3 clusters Score -2.125576e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -21266220.000000 Penalty: 5955.991699
	Iteration 8F: 3 clusters Score -2.126622e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -21274796.000000 Penalty: 5955.991699
	Iteration 9F: 3 clusters Score -2.12748e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -21279492.000000 Penalty: 5955.991699
	Iteration 10F: 3 clusters Score -2.127949e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -21282108.000000 Penalty: 5955.991699
	Iteration 11Q: 3 clusters Score -2.128211e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -21283636.000000 Penalty: 5955.991699
	Iteration 12Q: 3 clusters Score -2.128364e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -21284796.000000 Penalty: 5955.991699
	Iteration 13Q: 3 clusters Score -2.12848e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -21285436.000000 Penalty: 5955.991699
	Iteration 14Q: 3 clusters Score -2.128544e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -21285748.000000 Penalty: 5955.991699
	Iteration 15Q: 3 clusters Score -2.128575e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -21286004.000000 Penalty: 5955.991699
	Iteration 16Q: 3 clusters Score -2.1286e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -21286198.000000 Penalty: 5955.991699
	Iteration 17Q: 3 clusters Score -2.12862e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -21286334.000000 Penalty: 5955.991699
	Iteration 18Q: 3 clusters Score -2.128633e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -21286408.000000 Penalty: 5955.991699
	Iteration 19Q: 3 clusters Score -2.128641e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -21286420.000000 Penalty: 5955.991699
	Iteration 20F: 3 clusters Score -2.128642e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -21286420.000000 Penalty: 5955.991699
	Iteration 21Q: 3 clusters Score -2.128642e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -21286428.000000 Penalty: 5955.991699
	Iteration 22Q: 3 clusters Score -2.128643e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -21286410.000000 Penalty: 5955.991699
	Iteration 23Q: 3 clusters Score -2.128641e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -21286504.000000 Penalty: 5955.991699
	Iteration 24Q: 3 clusters Score -2.12865e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -21286462.000000 Penalty: 5955.991699
	Iteration 25Q: 3 clusters Score -2.128646e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -21286468.000000 Penalty: 5955.991699
	Iteration 26Q: 3 clusters Score -2.128647e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -21286486.000000 Penalty: 5955.991699
	Iteration 27Q: 3 clusters Score -2.128649e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -21286542.000000 Penalty: 5955.991699
	Iteration 28Q: 3 clusters Score -2.128654e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -21286546.000000 Penalty: 5955.991699
	Iteration 29Q: 3 clusters Score -2.128655e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -21286550.000000 Penalty: 5955.991699
	Iteration 30Q: 3 clusters Score -2.128655e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -21286574.000000 Penalty: 5955.991699
	Iteration 31Q: 3 clusters Score -2.128657e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -21286608.000000 Penalty: 5955.991699
	Iteration 32Q: 3 clusters Score -2.128661e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -21286626.000000 Penalty: 5955.991699
	Iteration 33Q: 3 clusters Score -2.128663e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -21286652.000000 Penalty: 5955.991699
	Iteration 34Q: 3 clusters Score -2.128665e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -21286672.000000 Penalty: 5955.991699
	Iteration 35Q: 3 clusters Score -2.128667e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -21286636.000000 Penalty: 5955.991699
	Iteration 36Q: 3 clusters Score -2.128664e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -21286658.000000 Penalty: 5955.991699
	Iteration 37Q: 3 clusters Score -2.128666e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -21286702.000000 Penalty: 5955.991699
	Iteration 38Q: 3 clusters Score -2.12867e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -21286686.000000 Penalty: 5955.991699
	Iteration 39Q: 3 clusters Score -2.128669e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -21286718.000000 Penalty: 5955.991699
	Iteration 40F: 3 clusters Score -2.128672e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -21286706.000000 Penalty: 5955.991699
	Iteration 41Q: 3 clusters Score -2.128671e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -21286768.000000 Penalty: 5955.991699
	Iteration 42Q: 3 clusters Score -2.128677e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -21286780.000000 Penalty: 5955.991699
	Iteration 43Q: 3 clusters Score -2.128678e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -21286780.000000 Penalty: 5955.991699
	Iteration 44Q: 3 clusters Score -2.128678e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -21286738.000000 Penalty: 5955.991699
	Iteration 45Q: 3 clusters Score -2.128674e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -21286716.000000 Penalty: 5955.991699
	Iteration 46Q: 3 clusters Score -2.128672e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -21286738.000000 Penalty: 5955.991699
	Iteration 47Q: 3 clusters Score -2.128674e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -21286746.000000 Penalty: 5955.991699
	Iteration 48Q: 3 clusters Score -2.128675e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -21286748.000000 Penalty: 5955.991699
	Iteration 49Q: 3 clusters Score -2.128675e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -21286766.000000 Penalty: 5955.991699
	Iteration 50Q: 3 clusters Score -2.128677e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -21286736.000000 Penalty: 5955.991699
	Iteration 51Q: 3 clusters Score -2.128674e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -21286768.000000 Penalty: 5955.991699
	Iteration 52Q: 3 clusters Score -2.128677e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -21286762.000000 Penalty: 5955.991699
	Iteration 53Q: 3 clusters Score -2.128676e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -21286754.000000 Penalty: 5955.991699
	Iteration 54Q: 3 clusters Score -2.128675e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -21286750.000000 Penalty: 5955.991699
	Iteration 55Q: 3 clusters Score -2.128675e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -21286786.000000 Penalty: 5955.991699
	Iteration 56Q: 3 clusters Score -2.128679e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -21286742.000000 Penalty: 5955.991699
	Iteration 57Q: 3 clusters Score -2.128674e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -21286804.000000 Penalty: 5955.991699
	Iteration 58Q: 3 clusters Score -2.12868e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -21286788.000000 Penalty: 5955.991699
	Iteration 59Q: 3 clusters Score -2.128679e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -21286812.000000 Penalty: 5955.991699
	Iteration 60F: 3 clusters Score -2.128681e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -21286804.000000 Penalty: 5955.991699
	Iteration 61Q: 3 clusters Score -2.12868e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -21286862.000000 Penalty: 5955.991699
	Iteration 62Q: 3 clusters Score -2.128686e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -21286944.000000 Penalty: 5955.991699
	Iteration 63Q: 3 clusters Score -2.128694e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -21286948.000000 Penalty: 5955.991699
	Iteration 64Q: 3 clusters Score -2.128695e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -21286978.000000 Penalty: 5955.991699
	Iteration 65Q: 3 clusters Score -2.128698e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -21287018.000000 Penalty: 5955.991699
	Iteration 66Q: 3 clusters Score -2.128702e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -21287042.000000 Penalty: 5955.991699
	Iteration 67Q: 3 clusters Score -2.128704e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 105570 members 
Entering Unmasked Estep 
Score: -21287064.000000 Penalty: 5955.991699
	Iteration 68Q: 3 clusters Score -2.128706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -21287038.000000 Penalty: 5955.991699
	Iteration 69Q: 3 clusters Score -2.128704e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -21287028.000000 Penalty: 5955.991699
	Iteration 70Q: 3 clusters Score -2.128703e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -21287054.000000 Penalty: 5955.991699
	Iteration 71Q: 3 clusters Score -2.128705e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 106994 members 
Entering Unmasked Estep 
Score: -21287048.000000 Penalty: 5955.991699
	Iteration 72Q: 3 clusters Score -2.128705e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 107365 members 
Entering Unmasked Estep 
Score: -21287070.000000 Penalty: 5955.991699
	Iteration 73Q: 3 clusters Score -2.128707e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -21287084.000000 Penalty: 5955.991699
	Iteration 74Q: 3 clusters Score -2.128708e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -21287136.000000 Penalty: 5955.991699
	Iteration 75Q: 3 clusters Score -2.128714e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -21287176.000000 Penalty: 5955.991699
	Iteration 76Q: 3 clusters Score -2.128718e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -21287198.000000 Penalty: 5955.991699
	Iteration 77Q: 3 clusters Score -2.12872e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
Score: -21287140.000000 Penalty: 5955.991699
	Iteration 78Q: 3 clusters Score -2.128714e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -21287134.000000 Penalty: 5955.991699
	Iteration 79Q: 3 clusters Score -2.128713e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -21287146.000000 Penalty: 5955.991699
	Iteration 80F: 3 clusters Score -2.128715e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -21287150.000000 Penalty: 5955.991699
	Iteration 81Q: 3 clusters Score -2.128715e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -21287184.000000 Penalty: 5955.991699
	Iteration 82Q: 3 clusters Score -2.128718e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -21287190.000000 Penalty: 5955.991699
	Iteration 83Q: 3 clusters Score -2.128719e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -21287186.000000 Penalty: 5955.991699
	Iteration 84Q: 3 clusters Score -2.128719e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -21287154.000000 Penalty: 5955.991699
	Iteration 85Q: 3 clusters Score -2.128715e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -21287230.000000 Penalty: 5955.991699
	Iteration 86Q: 3 clusters Score -2.128723e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -21287242.000000 Penalty: 5955.991699
	Iteration 87Q: 3 clusters Score -2.128724e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -21287296.000000 Penalty: 5955.991699
	Iteration 88Q: 3 clusters Score -2.12873e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -21287256.000000 Penalty: 5955.991699
	Iteration 89Q: 3 clusters Score -2.128726e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -21287300.000000 Penalty: 5955.991699
	Iteration 90Q: 3 clusters Score -2.12873e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -21287308.000000 Penalty: 5955.991699
	Iteration 91Q: 3 clusters Score -2.128731e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -21287324.000000 Penalty: 5955.991699
	Iteration 92Q: 3 clusters Score -2.128732e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -21287422.000000 Penalty: 5955.991699
	Iteration 93Q: 3 clusters Score -2.128742e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -21287474.000000 Penalty: 5955.991699
	Iteration 94Q: 3 clusters Score -2.128747e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -21287474.000000 Penalty: 5955.991699
	Iteration 95Q: 3 clusters Score -2.128747e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -21287506.000000 Penalty: 5955.991699
	Iteration 96Q: 3 clusters Score -2.128751e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -21287570.000000 Penalty: 5955.991699
	Iteration 97Q: 3 clusters Score -2.128757e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -21287574.000000 Penalty: 5955.991699
	Iteration 98Q: 3 clusters Score -2.128757e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -21287582.000000 Penalty: 5955.991699
	Iteration 99Q: 3 clusters Score -2.128758e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -21287582.000000 Penalty: 5955.991699
	Iteration 100F: 3 clusters Score -2.128758e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 120459 members 
Entering Unmasked Estep 
Score: -21287660.000000 Penalty: 5955.991699
	Iteration 101Q: 3 clusters Score -2.128766e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -21287728.000000 Penalty: 5955.991699
	Iteration 102Q: 3 clusters Score -2.128773e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -21287834.000000 Penalty: 5955.991699
	Iteration 103Q: 3 clusters Score -2.128783e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 122592 members 
Entering Unmasked Estep 
Score: -21287876.000000 Penalty: 5955.991699
	Iteration 104Q: 3 clusters Score -2.128788e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 123289 members 
Entering Unmasked Estep 
Score: -21287966.000000 Penalty: 5955.991699
	Iteration 105Q: 3 clusters Score -2.128797e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -21287988.000000 Penalty: 5955.991699
	Iteration 106Q: 3 clusters Score -2.128799e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -21288046.000000 Penalty: 5955.991699
	Iteration 107Q: 3 clusters Score -2.128805e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -21288096.000000 Penalty: 5955.991699
	Iteration 108Q: 3 clusters Score -2.12881e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -21288088.000000 Penalty: 5955.991699
	Iteration 109Q: 3 clusters Score -2.128809e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -21288182.000000 Penalty: 5955.991699
	Iteration 110Q: 3 clusters Score -2.128818e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -21288178.000000 Penalty: 5955.991699
	Iteration 111Q: 3 clusters Score -2.128818e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -21288218.000000 Penalty: 5955.991699
	Iteration 112Q: 3 clusters Score -2.128822e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -21288246.000000 Penalty: 5955.991699
	Iteration 113Q: 3 clusters Score -2.128825e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -21288250.000000 Penalty: 5955.991699
	Iteration 114Q: 3 clusters Score -2.128825e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -21288198.000000 Penalty: 5955.991699
	Iteration 115Q: 3 clusters Score -2.12882e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -21288172.000000 Penalty: 5955.991699
	Iteration 116Q: 3 clusters Score -2.128817e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -21288238.000000 Penalty: 5955.991699
	Iteration 117Q: 3 clusters Score -2.128824e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -21288220.000000 Penalty: 5955.991699
	Iteration 118Q: 3 clusters Score -2.128822e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -21288224.000000 Penalty: 5955.991699
	Iteration 119Q: 3 clusters Score -2.128822e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 131466 members 
Entering Unmasked Estep 
Score: -21288302.000000 Penalty: 5955.991699
	Iteration 120F: 3 clusters Score -2.12883e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 131964 members 
Entering Unmasked Estep 
Score: -21288290.000000 Penalty: 5955.991699
	Iteration 121Q: 3 clusters Score -2.128829e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -21288274.000000 Penalty: 5955.991699
	Iteration 122Q: 3 clusters Score -2.128827e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -21288318.000000 Penalty: 5955.991699
	Iteration 123Q: 3 clusters Score -2.128832e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 133398 members 
Entering Unmasked Estep 
Score: -21288370.000000 Penalty: 5955.991699
	Iteration 124Q: 3 clusters Score -2.128837e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -21288368.000000 Penalty: 5955.991699
	Iteration 125Q: 3 clusters Score -2.128837e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -21288414.000000 Penalty: 5955.991699
	Iteration 126Q: 3 clusters Score -2.128841e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -21288446.000000 Penalty: 5955.991699
	Iteration 127Q: 3 clusters Score -2.128845e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -21288424.000000 Penalty: 5955.991699
	Iteration 128Q: 3 clusters Score -2.128842e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -21288440.000000 Penalty: 5955.991699
	Iteration 129Q: 3 clusters Score -2.128844e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -21288446.000000 Penalty: 5955.991699
	Iteration 130Q: 3 clusters Score -2.128845e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 136423 members 
Entering Unmasked Estep 
Score: -21288542.000000 Penalty: 5955.991699
	Iteration 131Q: 3 clusters Score -2.128854e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -21288554.000000 Penalty: 5955.991699
	Iteration 132Q: 3 clusters Score -2.128855e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 137251 members 
Entering Unmasked Estep 
Score: -21288600.000000 Penalty: 5955.991699
	Iteration 133Q: 3 clusters Score -2.12886e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -21288620.000000 Penalty: 5955.991699
	Iteration 134Q: 3 clusters Score -2.128862e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -21288712.000000 Penalty: 5955.991699
	Iteration 135Q: 3 clusters Score -2.128871e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -21288726.000000 Penalty: 5955.991699
	Iteration 136Q: 3 clusters Score -2.128873e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -21288692.000000 Penalty: 5955.991699
	Iteration 137Q: 3 clusters Score -2.128869e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -21288768.000000 Penalty: 5955.991699
	Iteration 138Q: 3 clusters Score -2.128877e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -21288740.000000 Penalty: 5955.991699
	Iteration 139Q: 3 clusters Score -2.128874e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 140495 members 
Entering Unmasked Estep 
Score: -21288790.000000 Penalty: 5955.991699
	Iteration 140F: 3 clusters Score -2.128879e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -21288850.000000 Penalty: 5955.991699
	Iteration 141Q: 3 clusters Score -2.128885e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -21288896.000000 Penalty: 5955.991699
	Iteration 142Q: 3 clusters Score -2.12889e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -21288934.000000 Penalty: 5955.991699
	Iteration 143Q: 3 clusters Score -2.128893e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -21288920.000000 Penalty: 5955.991699
	Iteration 144Q: 3 clusters Score -2.128892e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -21288946.000000 Penalty: 5955.991699
	Iteration 145Q: 3 clusters Score -2.128895e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 142889 members 
Entering Unmasked Estep 
Score: -21288982.000000 Penalty: 5955.991699
	Iteration 146Q: 3 clusters Score -2.128898e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -21289014.000000 Penalty: 5955.991699
	Iteration 147Q: 3 clusters Score -2.128901e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 143663 members 
Entering Unmasked Estep 
Score: -21289098.000000 Penalty: 5955.991699
	Iteration 148Q: 3 clusters Score -2.12891e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -21289188.000000 Penalty: 5955.991699
	Iteration 149Q: 3 clusters Score -2.128919e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 144388 members 
Entering Unmasked Estep 
Score: -21289230.000000 Penalty: 5955.991699
	Iteration 150Q: 3 clusters Score -2.128923e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -21289176.000000 Penalty: 5955.991699
	Iteration 151Q: 3 clusters Score -2.128918e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -21289184.000000 Penalty: 5955.991699
	Iteration 152Q: 3 clusters Score -2.128918e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 145444 members 
Entering Unmasked Estep 
Score: -21289194.000000 Penalty: 5955.991699
	Iteration 153Q: 3 clusters Score -2.128919e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -21289262.000000 Penalty: 5955.991699
	Iteration 154Q: 3 clusters Score -2.128926e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -21289302.000000 Penalty: 5955.991699
	Iteration 155Q: 3 clusters Score -2.12893e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 146416 members 
Entering Unmasked Estep 
Score: -21289308.000000 Penalty: 5955.991699
	Iteration 156Q: 3 clusters Score -2.128931e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -21289374.000000 Penalty: 5955.991699
	Iteration 157Q: 3 clusters Score -2.128937e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -21289394.000000 Penalty: 5955.991699
	Iteration 158Q: 3 clusters Score -2.128939e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -21289420.000000 Penalty: 5955.991699
	Iteration 159Q: 3 clusters Score -2.128942e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -21289464.000000 Penalty: 5955.991699
	Iteration 160F: 3 clusters Score -2.128946e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 148110 members 
Entering Unmasked Estep 
Score: -21289474.000000 Penalty: 5955.991699
	Iteration 161Q: 3 clusters Score -2.128947e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -21289526.000000 Penalty: 5955.991699
	Iteration 162Q: 3 clusters Score -2.128953e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -21289532.000000 Penalty: 5955.991699
	Iteration 163Q: 3 clusters Score -2.128953e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -21289538.000000 Penalty: 5955.991699
	Iteration 164Q: 3 clusters Score -2.128954e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -21289576.000000 Penalty: 5955.991699
	Iteration 165Q: 3 clusters Score -2.128958e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -21289552.000000 Penalty: 5955.991699
	Iteration 166Q: 3 clusters Score -2.128955e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -21289594.000000 Penalty: 5955.991699
	Iteration 167Q: 3 clusters Score -2.128959e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 150770 members 
Entering Unmasked Estep 
Score: -21289662.000000 Penalty: 5955.991699
	Iteration 168Q: 3 clusters Score -2.128966e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -21289716.000000 Penalty: 5955.991699
	Iteration 169Q: 3 clusters Score -2.128972e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -21289726.000000 Penalty: 5955.991699
	Iteration 170Q: 3 clusters Score -2.128973e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 151774 members 
Entering Unmasked Estep 
Score: -21289698.000000 Penalty: 5955.991699
	Iteration 171Q: 3 clusters Score -2.12897e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -21289704.000000 Penalty: 5955.991699
	Iteration 172Q: 3 clusters Score -2.12897e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -21289758.000000 Penalty: 5955.991699
	Iteration 173Q: 3 clusters Score -2.128976e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 152723 members 
Entering Unmasked Estep 
Score: -21289782.000000 Penalty: 5955.991699
	Iteration 174Q: 3 clusters Score -2.128978e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -21289868.000000 Penalty: 5955.991699
	Iteration 175Q: 3 clusters Score -2.128987e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -21289860.000000 Penalty: 5955.991699
	Iteration 176Q: 3 clusters Score -2.128986e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -21289846.000000 Penalty: 5955.991699
	Iteration 177Q: 3 clusters Score -2.128985e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -21289824.000000 Penalty: 5955.991699
	Iteration 178Q: 3 clusters Score -2.128982e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 154202 members 
Entering Unmasked Estep 
Score: -21289880.000000 Penalty: 5955.991699
	Iteration 179Q: 3 clusters Score -2.128988e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -21289908.000000 Penalty: 5955.991699
	Iteration 180F: 3 clusters Score -2.128991e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -21289928.000000 Penalty: 5955.991699
	Iteration 181Q: 3 clusters Score -2.128993e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -21289914.000000 Penalty: 5955.991699
	Iteration 182Q: 3 clusters Score -2.128991e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -21289922.000000 Penalty: 5955.991699
	Iteration 183Q: 3 clusters Score -2.128992e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -21289972.000000 Penalty: 5955.991699
	Iteration 184Q: 3 clusters Score -2.128997e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -21290008.000000 Penalty: 5955.991699
	Iteration 185Q: 3 clusters Score -2.129001e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 156261 members 
Entering Unmasked Estep 
Score: -21290030.000000 Penalty: 5955.991699
	Iteration 186Q: 3 clusters Score -2.129003e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -21290134.000000 Penalty: 5955.991699
	Iteration 187Q: 3 clusters Score -2.129013e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -21290106.000000 Penalty: 5955.991699
	Iteration 188Q: 3 clusters Score -2.129011e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -21290172.000000 Penalty: 5955.991699
	Iteration 189Q: 3 clusters Score -2.129017e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -21290212.000000 Penalty: 5955.991699
	Iteration 190Q: 3 clusters Score -2.129021e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -21290294.000000 Penalty: 5955.991699
	Iteration 191Q: 3 clusters Score -2.129029e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -21290262.000000 Penalty: 5955.991699
	Iteration 192Q: 3 clusters Score -2.129026e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -21290328.000000 Penalty: 5955.991699
	Iteration 193Q: 3 clusters Score -2.129033e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -21290326.000000 Penalty: 5955.991699
	Iteration 194Q: 3 clusters Score -2.129033e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -21290330.000000 Penalty: 5955.991699
	Iteration 195Q: 3 clusters Score -2.129033e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -21290376.000000 Penalty: 5955.991699
	Iteration 196Q: 3 clusters Score -2.129038e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -21290370.000000 Penalty: 5955.991699
	Iteration 197Q: 3 clusters Score -2.129037e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 159044 members 
Entering Unmasked Estep 
Score: -21290386.000000 Penalty: 5955.991699
	Iteration 198Q: 3 clusters Score -2.129039e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -21290416.000000 Penalty: 5955.991699
	Iteration 199Q: 3 clusters Score -2.129042e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -21290392.000000 Penalty: 5955.991699
	Iteration 200F: 3 clusters Score -2.129039e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 159532 members 
Entering Unmasked Estep 
Score: -21290378.000000 Penalty: 5955.991699
	Iteration 201Q: 3 clusters Score -2.129038e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -21290372.000000 Penalty: 5955.991699
	Iteration 202Q: 3 clusters Score -2.129037e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -21290388.000000 Penalty: 5955.991699
	Iteration 203Q: 3 clusters Score -2.129039e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -21290390.000000 Penalty: 5955.991699
	Iteration 204Q: 3 clusters Score -2.129039e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -21290400.000000 Penalty: 5955.991699
	Iteration 205Q: 3 clusters Score -2.12904e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -21290414.000000 Penalty: 5955.991699
	Iteration 206Q: 3 clusters Score -2.129041e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 160206 members 
Entering Unmasked Estep 
Score: -21290394.000000 Penalty: 5955.991699
	Iteration 207Q: 3 clusters Score -2.129039e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -21290412.000000 Penalty: 5955.991699
	Iteration 208Q: 3 clusters Score -2.129041e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -21290414.000000 Penalty: 5955.991699
	Iteration 209Q: 3 clusters Score -2.129041e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -21290436.000000 Penalty: 5955.991699
	Iteration 210Q: 3 clusters Score -2.129044e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -21290436.000000 Penalty: 5955.991699
	Iteration 211Q: 3 clusters Score -2.129044e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -21290404.000000 Penalty: 5955.991699
	Iteration 212Q: 3 clusters Score -2.12904e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -21290396.000000 Penalty: 5955.991699
	Iteration 213Q: 3 clusters Score -2.12904e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -21290438.000000 Penalty: 5955.991699
	Iteration 214Q: 3 clusters Score -2.129044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -21290424.000000 Penalty: 5955.991699
	Iteration 215Q: 3 clusters Score -2.129042e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -21290412.000000 Penalty: 5955.991699
	Iteration 216Q: 3 clusters Score -2.129041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -21290426.000000 Penalty: 5955.991699
	Iteration 217Q: 3 clusters Score -2.129043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -21290412.000000 Penalty: 5955.991699
	Iteration 218Q: 3 clusters Score -2.129041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -21290424.000000 Penalty: 5955.991699
	Iteration 219Q: 3 clusters Score -2.129042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -21290420.000000 Penalty: 5955.991699
	Iteration 220F: 3 clusters Score -2.129042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 161123 members 
Entering Unmasked Estep 
Score: -21290414.000000 Penalty: 5955.991699
	Iteration 221Q: 3 clusters Score -2.129041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -21290410.000000 Penalty: 5955.991699
	Iteration 222Q: 3 clusters Score -2.129041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -21290394.000000 Penalty: 5955.991699
	Iteration 223Q: 3 clusters Score -2.129039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -21290416.000000 Penalty: 5955.991699
	Iteration 224Q: 3 clusters Score -2.129042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -21290404.000000 Penalty: 5955.991699
	Iteration 225Q: 3 clusters Score -2.12904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -21290408.000000 Penalty: 5955.991699
	Iteration 226Q: 3 clusters Score -2.129041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
Score: -21290420.000000 Penalty: 5955.991699
	Iteration 227Q: 3 clusters Score -2.129042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -21290426.000000 Penalty: 5955.991699
	Iteration 228Q: 3 clusters Score -2.129043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -21290448.000000 Penalty: 5955.991699
	Iteration 229Q: 3 clusters Score -2.129045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -21290442.000000 Penalty: 5955.991699
	Iteration 230Q: 3 clusters Score -2.129044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -21290452.000000 Penalty: 5955.991699
	Iteration 231Q: 3 clusters Score -2.129045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 161414 members 
Entering Unmasked Estep 
Score: -21290454.000000 Penalty: 5955.991699
	Iteration 232Q: 3 clusters Score -2.129045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -21290444.000000 Penalty: 5955.991699
	Iteration 233Q: 3 clusters Score -2.129044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 161445 members 
Entering Unmasked Estep 
Score: -21290446.000000 Penalty: 5955.991699
	Iteration 234Q: 3 clusters Score -2.129045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -21290452.000000 Penalty: 5955.991699
	Iteration 235Q: 3 clusters Score -2.129045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -21290452.000000 Penalty: 5955.991699
	Iteration 236Q: 3 clusters Score -2.129045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -21290470.000000 Penalty: 5955.991699
	Iteration 237Q: 3 clusters Score -2.129047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 161501 members 
Entering Unmasked Estep 
Score: -21290458.000000 Penalty: 5955.991699
	Iteration 238Q: 3 clusters Score -2.129046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -21290444.000000 Penalty: 5955.991699
	Iteration 239Q: 3 clusters Score -2.129044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 161525 members 
Entering Unmasked Estep 
Score: -21290458.000000 Penalty: 5955.991699
	Iteration 240F: 3 clusters Score -2.129046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -21290444.000000 Penalty: 5955.991699
	Iteration 241Q: 3 clusters Score -2.129044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 161544 members 
Entering Unmasked Estep 
Score: -21290446.000000 Penalty: 5955.991699
	Iteration 242Q: 3 clusters Score -2.129045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -21290452.000000 Penalty: 5955.991699
	Iteration 243Q: 3 clusters Score -2.129045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -21290452.000000 Penalty: 5955.991699
	Iteration 244Q: 3 clusters Score -2.129045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 161561 members 
Entering Unmasked Estep 
Score: -21290462.000000 Penalty: 5955.991699
	Iteration 245Q: 3 clusters Score -2.129046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -21290456.000000 Penalty: 5955.991699
	Iteration 246Q: 3 clusters Score -2.129046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -21290456.000000 Penalty: 5955.991699
	Iteration 247F: 3 clusters Score -2.129046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -537576.312500 Penalty: 2073.529785
	Iteration 0F: 2 clusters Score -537576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -533497.375000 Penalty: 4147.059570
	Iteration 0F: 3 clusters Score -533497.4 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -534462.750000 Penalty: 4147.059570
	Iteration 1F: 3 clusters Score -534462.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -534693.187500 Penalty: 4147.059570
	Iteration 2F: 3 clusters Score -534693.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -534831.625000 Penalty: 4147.059570
	Iteration 3Q: 3 clusters Score -534831.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -534911.187500 Penalty: 4147.059570
	Iteration 4Q: 3 clusters Score -534911.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -534968.625000 Penalty: 4147.059570
	Iteration 5Q: 3 clusters Score -534968.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -535013.062500 Penalty: 4147.059570
	Iteration 6Q: 3 clusters Score -535013.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -535053.000000 Penalty: 4147.059570
	Iteration 7Q: 3 clusters Score -535053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -535095.062500 Penalty: 4147.059570
	Iteration 8Q: 3 clusters Score -535095.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -535133.062500 Penalty: 4147.059570
	Iteration 9Q: 3 clusters Score -535133.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -535163.625000 Penalty: 4147.059570
	Iteration 10Q: 3 clusters Score -535163.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535187.125000 Penalty: 4147.059570
	Iteration 11Q: 3 clusters Score -535187.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -535210.875000 Penalty: 4147.059570
	Iteration 12Q: 3 clusters Score -535210.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -535228.750000 Penalty: 4147.059570
	Iteration 13Q: 3 clusters Score -535228.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -535247.437500 Penalty: 4147.059570
	Iteration 14Q: 3 clusters Score -535247.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -535267.937500 Penalty: 4147.059570
	Iteration 15Q: 3 clusters Score -535267.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -535296.187500 Penalty: 4147.059570
	Iteration 16Q: 3 clusters Score -535296.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -535324.125000 Penalty: 4147.059570
	Iteration 17Q: 3 clusters Score -535324.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -535345.937500 Penalty: 4147.059570
	Iteration 18Q: 3 clusters Score -535345.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -535371.375000 Penalty: 4147.059570
	Iteration 19Q: 3 clusters Score -535371.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -535396.625000 Penalty: 4147.059570
	Iteration 20F: 3 clusters Score -535396.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -535423.687500 Penalty: 4147.059570
	Iteration 21Q: 3 clusters Score -535423.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -535452.812500 Penalty: 4147.059570
	Iteration 22Q: 3 clusters Score -535452.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -535486.937500 Penalty: 4147.059570
	Iteration 23Q: 3 clusters Score -535486.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -535516.812500 Penalty: 4147.059570
	Iteration 24Q: 3 clusters Score -535516.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -535545.375000 Penalty: 4147.059570
	Iteration 25Q: 3 clusters Score -535545.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -535572.312500 Penalty: 4147.059570
	Iteration 26Q: 3 clusters Score -535572.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -535597.125000 Penalty: 4147.059570
	Iteration 27Q: 3 clusters Score -535597.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -535621.437500 Penalty: 4147.059570
	Iteration 28Q: 3 clusters Score -535621.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -535649.500000 Penalty: 4147.059570
	Iteration 29Q: 3 clusters Score -535649.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -535674.562500 Penalty: 4147.059570
	Iteration 30Q: 3 clusters Score -535674.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -535694.687500 Penalty: 4147.059570
	Iteration 31Q: 3 clusters Score -535694.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -535716.062500 Penalty: 4147.059570
	Iteration 32Q: 3 clusters Score -535716.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -535737.500000 Penalty: 4147.059570
	Iteration 33Q: 3 clusters Score -535737.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -535763.625000 Penalty: 4147.059570
	Iteration 34Q: 3 clusters Score -535763.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -535788.562500 Penalty: 4147.059570
	Iteration 35Q: 3 clusters Score -535788.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -535814.375000 Penalty: 4147.059570
	Iteration 36Q: 3 clusters Score -535814.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -535836.812500 Penalty: 4147.059570
	Iteration 37Q: 3 clusters Score -535836.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -535862.875000 Penalty: 4147.059570
	Iteration 38Q: 3 clusters Score -535862.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -535890.437500 Penalty: 4147.059570
	Iteration 39Q: 3 clusters Score -535890.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -535923.000000 Penalty: 4147.059570
	Iteration 40F: 3 clusters Score -535923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -535959.250000 Penalty: 4147.059570
	Iteration 41Q: 3 clusters Score -535959.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -535996.500000 Penalty: 4147.059570
	Iteration 42Q: 3 clusters Score -535996.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -536029.687500 Penalty: 4147.059570
	Iteration 43Q: 3 clusters Score -536029.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -536084.562500 Penalty: 4147.059570
	Iteration 44Q: 3 clusters Score -536084.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -536149.687500 Penalty: 4147.059570
	Iteration 45Q: 3 clusters Score -536149.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -536183.750000 Penalty: 4147.059570
	Iteration 46Q: 3 clusters Score -536183.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -536212.937500 Penalty: 4147.059570
	Iteration 47Q: 3 clusters Score -536212.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -536232.687500 Penalty: 4147.059570
	Iteration 48Q: 3 clusters Score -536232.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -536246.875000 Penalty: 4147.059570
	Iteration 49Q: 3 clusters Score -536246.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -536259.625000 Penalty: 4147.059570
	Iteration 50Q: 3 clusters Score -536259.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -536268.437500 Penalty: 4147.059570
	Iteration 51Q: 3 clusters Score -536268.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -536275.125000 Penalty: 4147.059570
	Iteration 52Q: 3 clusters Score -536275.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -536279.437500 Penalty: 4147.059570
	Iteration 53Q: 3 clusters Score -536279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -536284.187500 Penalty: 4147.059570
	Iteration 54Q: 3 clusters Score -536284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -536289.812500 Penalty: 4147.059570
	Iteration 55Q: 3 clusters Score -536289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -536293.187500 Penalty: 4147.059570
	Iteration 56Q: 3 clusters Score -536293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -536296.187500 Penalty: 4147.059570
	Iteration 57Q: 3 clusters Score -536296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536297.875000 Penalty: 4147.059570
	Iteration 58Q: 3 clusters Score -536297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536297.687500 Penalty: 4147.059570
	Iteration 59Q: 3 clusters Score -536297.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -536298.812500 Penalty: 4147.059570
	Iteration 60F: 3 clusters Score -536298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Entering Unmasked Estep 
Score: -21404064.000000 Penalty: 2982.133301
	Iteration 0F: 2 clusters Score -2.140406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -21292654.000000 Penalty: 5964.266602
	Iteration 0F: 3 clusters Score -2.129265e+07 nChanged 80083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -21338866.000000 Penalty: 5964.266602
	Iteration 1F: 3 clusters Score -2.133887e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -21339684.000000 Penalty: 5964.266602
	Iteration 2Q: 3 clusters Score -2.133968e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -21340750.000000 Penalty: 5964.266602
	Iteration 3Q: 3 clusters Score -2.134075e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -21343118.000000 Penalty: 5964.266602
	Iteration 4Q: 3 clusters Score -2.134312e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -21346514.000000 Penalty: 5964.266602
	Iteration 5Q: 3 clusters Score -2.134651e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -21353010.000000 Penalty: 5964.266602
	Iteration 6F: 3 clusters Score -2.135301e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -21364272.000000 Penalty: 5964.266602
	Iteration 7F: 3 clusters Score -2.136427e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -21378926.000000 Penalty: 5964.266602
	Iteration 8F: 3 clusters Score -2.137893e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -21392158.000000 Penalty: 5964.266602
	Iteration 9F: 3 clusters Score -2.139216e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -21399420.000000 Penalty: 5964.266602
	Iteration 10Q: 3 clusters Score -2.139942e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -21401234.000000 Penalty: 5964.266602
	Iteration 11Q: 3 clusters Score -2.140123e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 144459 members 
Entering Unmasked Estep 
Score: -21401970.000000 Penalty: 5964.266602
	Iteration 12Q: 3 clusters Score -2.140197e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -21402306.000000 Penalty: 5964.266602
	Iteration 13Q: 3 clusters Score -2.140231e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -21402502.000000 Penalty: 5964.266602
	Iteration 14Q: 3 clusters Score -2.14025e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -21402658.000000 Penalty: 5964.266602
	Iteration 15Q: 3 clusters Score -2.140266e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -21402724.000000 Penalty: 5964.266602
	Iteration 16Q: 3 clusters Score -2.140272e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -21402778.000000 Penalty: 5964.266602
	Iteration 17Q: 3 clusters Score -2.140278e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -21402848.000000 Penalty: 5964.266602
	Iteration 18Q: 3 clusters Score -2.140285e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -21402888.000000 Penalty: 5964.266602
	Iteration 19Q: 3 clusters Score -2.140289e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -21402938.000000 Penalty: 5964.266602
	Iteration 20F: 3 clusters Score -2.140294e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -21402940.000000 Penalty: 5964.266602
	Iteration 21Q: 3 clusters Score -2.140294e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 148486 members 
Entering Unmasked Estep 
Score: -21402986.000000 Penalty: 5964.266602
	Iteration 22Q: 3 clusters Score -2.140299e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 148746 members 
Entering Unmasked Estep 
Score: -21403050.000000 Penalty: 5964.266602
	Iteration 23Q: 3 clusters Score -2.140305e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -21403072.000000 Penalty: 5964.266602
	Iteration 24Q: 3 clusters Score -2.140307e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -21403066.000000 Penalty: 5964.266602
	Iteration 25Q: 3 clusters Score -2.140307e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -21403100.000000 Penalty: 5964.266602
	Iteration 26Q: 3 clusters Score -2.14031e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -21403114.000000 Penalty: 5964.266602
	Iteration 27Q: 3 clusters Score -2.140311e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
Score: -21403088.000000 Penalty: 5964.266602
	Iteration 28Q: 3 clusters Score -2.140309e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -21403038.000000 Penalty: 5964.266602
	Iteration 29Q: 3 clusters Score -2.140304e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -21403054.000000 Penalty: 5964.266602
	Iteration 30Q: 3 clusters Score -2.140305e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -21403084.000000 Penalty: 5964.266602
	Iteration 31Q: 3 clusters Score -2.140308e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 150634 members 
Entering Unmasked Estep 
Score: -21403094.000000 Penalty: 5964.266602
	Iteration 32Q: 3 clusters Score -2.140309e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -21403120.000000 Penalty: 5964.266602
	Iteration 33Q: 3 clusters Score -2.140312e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -21403106.000000 Penalty: 5964.266602
	Iteration 34Q: 3 clusters Score -2.140311e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -21403138.000000 Penalty: 5964.266602
	Iteration 35Q: 3 clusters Score -2.140314e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -21403122.000000 Penalty: 5964.266602
	Iteration 36Q: 3 clusters Score -2.140312e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 151255 members 
Entering Unmasked Estep 
Score: -21403124.000000 Penalty: 5964.266602
	Iteration 37Q: 3 clusters Score -2.140312e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 151352 members 
Entering Unmasked Estep 
Score: -21403118.000000 Penalty: 5964.266602
	Iteration 38Q: 3 clusters Score -2.140312e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -21403136.000000 Penalty: 5964.266602
	Iteration 39Q: 3 clusters Score -2.140314e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -21403166.000000 Penalty: 5964.266602
	Iteration 40F: 3 clusters Score -2.140317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -21403154.000000 Penalty: 5964.266602
	Iteration 41Q: 3 clusters Score -2.140315e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -21403150.000000 Penalty: 5964.266602
	Iteration 42Q: 3 clusters Score -2.140315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 151721 members 
Entering Unmasked Estep 
Score: -21403194.000000 Penalty: 5964.266602
	Iteration 43Q: 3 clusters Score -2.140319e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -21403218.000000 Penalty: 5964.266602
	Iteration 44Q: 3 clusters Score -2.140322e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -21403228.000000 Penalty: 5964.266602
	Iteration 45Q: 3 clusters Score -2.140323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -21403208.000000 Penalty: 5964.266602
	Iteration 46Q: 3 clusters Score -2.140321e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 151971 members 
Entering Unmasked Estep 
Score: -21403210.000000 Penalty: 5964.266602
	Iteration 47Q: 3 clusters Score -2.140321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -21403204.000000 Penalty: 5964.266602
	Iteration 48Q: 3 clusters Score -2.14032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -21403200.000000 Penalty: 5964.266602
	Iteration 49Q: 3 clusters Score -2.14032e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 152150 members 
Entering Unmasked Estep 
Score: -21403180.000000 Penalty: 5964.266602
	Iteration 50Q: 3 clusters Score -2.140318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -21403174.000000 Penalty: 5964.266602
	Iteration 51Q: 3 clusters Score -2.140317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -21403176.000000 Penalty: 5964.266602
	Iteration 52Q: 3 clusters Score -2.140318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -21403174.000000 Penalty: 5964.266602
	Iteration 53Q: 3 clusters Score -2.140317e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -21403166.000000 Penalty: 5964.266602
	Iteration 54Q: 3 clusters Score -2.140317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -21403188.000000 Penalty: 5964.266602
	Iteration 55Q: 3 clusters Score -2.140319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -21403202.000000 Penalty: 5964.266602
	Iteration 56Q: 3 clusters Score -2.14032e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 152593 members 
Entering Unmasked Estep 
Score: -21403248.000000 Penalty: 5964.266602
	Iteration 57Q: 3 clusters Score -2.140325e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 152680 members 
Entering Unmasked Estep 
Score: -21403200.000000 Penalty: 5964.266602
	Iteration 58Q: 3 clusters Score -2.14032e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -21403192.000000 Penalty: 5964.266602
	Iteration 59Q: 3 clusters Score -2.140319e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 152863 members 
Entering Unmasked Estep 
Score: -21403158.000000 Penalty: 5964.266602
	Iteration 60F: 3 clusters Score -2.140316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -21403146.000000 Penalty: 5964.266602
	Iteration 61Q: 3 clusters Score -2.140315e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -21403156.000000 Penalty: 5964.266602
	Iteration 62Q: 3 clusters Score -2.140316e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -21403146.000000 Penalty: 5964.266602
	Iteration 63Q: 3 clusters Score -2.140315e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -21403168.000000 Penalty: 5964.266602
	Iteration 64Q: 3 clusters Score -2.140317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -21403146.000000 Penalty: 5964.266602
	Iteration 65Q: 3 clusters Score -2.140315e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -21403152.000000 Penalty: 5964.266602
	Iteration 66Q: 3 clusters Score -2.140315e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -21403180.000000 Penalty: 5964.266602
	Iteration 67Q: 3 clusters Score -2.140318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -21403152.000000 Penalty: 5964.266602
	Iteration 68Q: 3 clusters Score -2.140315e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -21403174.000000 Penalty: 5964.266602
	Iteration 69Q: 3 clusters Score -2.140317e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -21403170.000000 Penalty: 5964.266602
	Iteration 70Q: 3 clusters Score -2.140317e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 153673 members 
Entering Unmasked Estep 
Score: -21403172.000000 Penalty: 5964.266602
	Iteration 71Q: 3 clusters Score -2.140317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -21403192.000000 Penalty: 5964.266602
	Iteration 72Q: 3 clusters Score -2.140319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -21403216.000000 Penalty: 5964.266602
	Iteration 73Q: 3 clusters Score -2.140322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -21403238.000000 Penalty: 5964.266602
	Iteration 74Q: 3 clusters Score -2.140324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -21403218.000000 Penalty: 5964.266602
	Iteration 75Q: 3 clusters Score -2.140322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -21403224.000000 Penalty: 5964.266602
	Iteration 76Q: 3 clusters Score -2.140322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -21403210.000000 Penalty: 5964.266602
	Iteration 77Q: 3 clusters Score -2.140321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 153952 members 
Entering Unmasked Estep 
Score: -21403194.000000 Penalty: 5964.266602
	Iteration 78Q: 3 clusters Score -2.140319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 153995 members 
Entering Unmasked Estep 
Score: -21403204.000000 Penalty: 5964.266602
	Iteration 79Q: 3 clusters Score -2.14032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -21403212.000000 Penalty: 5964.266602
	Iteration 80F: 3 clusters Score -2.140321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -21403206.000000 Penalty: 5964.266602
	Iteration 81Q: 3 clusters Score -2.140321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 154121 members 
Entering Unmasked Estep 
Score: -21403184.000000 Penalty: 5964.266602
	Iteration 82Q: 3 clusters Score -2.140318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -21403184.000000 Penalty: 5964.266602
	Iteration 83Q: 3 clusters Score -2.140318e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -21403202.000000 Penalty: 5964.266602
	Iteration 84Q: 3 clusters Score -2.14032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -21403200.000000 Penalty: 5964.266602
	Iteration 85Q: 3 clusters Score -2.14032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -21403188.000000 Penalty: 5964.266602
	Iteration 86Q: 3 clusters Score -2.140319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -21403204.000000 Penalty: 5964.266602
	Iteration 87Q: 3 clusters Score -2.14032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -21403182.000000 Penalty: 5964.266602
	Iteration 88Q: 3 clusters Score -2.140318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -21403190.000000 Penalty: 5964.266602
	Iteration 89Q: 3 clusters Score -2.140319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -21403204.000000 Penalty: 5964.266602
	Iteration 90Q: 3 clusters Score -2.14032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -21403224.000000 Penalty: 5964.266602
	Iteration 91Q: 3 clusters Score -2.140322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -21403242.000000 Penalty: 5964.266602
	Iteration 92Q: 3 clusters Score -2.140324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -21403252.000000 Penalty: 5964.266602
	Iteration 93Q: 3 clusters Score -2.140325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 154512 members 
Entering Unmasked Estep 
Score: -21403274.000000 Penalty: 5964.266602
	Iteration 94Q: 3 clusters Score -2.140327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 95Q: 3 clusters Score -2.140326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -21403266.000000 Penalty: 5964.266602
	Iteration 96Q: 3 clusters Score -2.140327e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -21403274.000000 Penalty: 5964.266602
	Iteration 97Q: 3 clusters Score -2.140327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -21403268.000000 Penalty: 5964.266602
	Iteration 98Q: 3 clusters Score -2.140327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -21403274.000000 Penalty: 5964.266602
	Iteration 99Q: 3 clusters Score -2.140327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -21403290.000000 Penalty: 5964.266602
	Iteration 100F: 3 clusters Score -2.140329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -21403284.000000 Penalty: 5964.266602
	Iteration 101Q: 3 clusters Score -2.140328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
Score: -21403276.000000 Penalty: 5964.266602
	Iteration 102Q: 3 clusters Score -2.140328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -21403266.000000 Penalty: 5964.266602
	Iteration 103Q: 3 clusters Score -2.140327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -21403290.000000 Penalty: 5964.266602
	Iteration 104Q: 3 clusters Score -2.140329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -21403268.000000 Penalty: 5964.266602
	Iteration 105Q: 3 clusters Score -2.140327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -21403280.000000 Penalty: 5964.266602
	Iteration 106Q: 3 clusters Score -2.140328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -21403300.000000 Penalty: 5964.266602
	Iteration 107Q: 3 clusters Score -2.14033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -21403314.000000 Penalty: 5964.266602
	Iteration 108Q: 3 clusters Score -2.140331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -21403296.000000 Penalty: 5964.266602
	Iteration 109Q: 3 clusters Score -2.14033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -21403312.000000 Penalty: 5964.266602
	Iteration 110Q: 3 clusters Score -2.140331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -21403290.000000 Penalty: 5964.266602
	Iteration 111Q: 3 clusters Score -2.140329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -21403292.000000 Penalty: 5964.266602
	Iteration 112Q: 3 clusters Score -2.140329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -21403294.000000 Penalty: 5964.266602
	Iteration 113Q: 3 clusters Score -2.140329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -21403304.000000 Penalty: 5964.266602
	Iteration 114Q: 3 clusters Score -2.14033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -21403296.000000 Penalty: 5964.266602
	Iteration 115Q: 3 clusters Score -2.14033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -21403304.000000 Penalty: 5964.266602
	Iteration 116Q: 3 clusters Score -2.14033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -21403300.000000 Penalty: 5964.266602
	Iteration 117Q: 3 clusters Score -2.14033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 154933 members 
Entering Unmasked Estep 
Score: -21403292.000000 Penalty: 5964.266602
	Iteration 118Q: 3 clusters Score -2.140329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -21403290.000000 Penalty: 5964.266602
	Iteration 119Q: 3 clusters Score -2.140329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -21403276.000000 Penalty: 5964.266602
	Iteration 120F: 3 clusters Score -2.140328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -21403276.000000 Penalty: 5964.266602
	Iteration 121Q: 3 clusters Score -2.140328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -21403278.000000 Penalty: 5964.266602
	Iteration 122Q: 3 clusters Score -2.140328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -21403278.000000 Penalty: 5964.266602
	Iteration 123Q: 3 clusters Score -2.140328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -21403284.000000 Penalty: 5964.266602
	Iteration 124Q: 3 clusters Score -2.140328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -21403252.000000 Penalty: 5964.266602
	Iteration 125Q: 3 clusters Score -2.140325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -21403262.000000 Penalty: 5964.266602
	Iteration 126Q: 3 clusters Score -2.140326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -21403254.000000 Penalty: 5964.266602
	Iteration 127Q: 3 clusters Score -2.140325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 128Q: 3 clusters Score -2.140326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 129Q: 3 clusters Score -2.140326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -21403262.000000 Penalty: 5964.266602
	Iteration 130Q: 3 clusters Score -2.140326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -21403256.000000 Penalty: 5964.266602
	Iteration 131Q: 3 clusters Score -2.140326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -21403270.000000 Penalty: 5964.266602
	Iteration 132Q: 3 clusters Score -2.140327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -21403258.000000 Penalty: 5964.266602
	Iteration 133Q: 3 clusters Score -2.140326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 155037 members 
Entering Unmasked Estep 
Score: -21403280.000000 Penalty: 5964.266602
	Iteration 134Q: 3 clusters Score -2.140328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -21403288.000000 Penalty: 5964.266602
	Iteration 135Q: 3 clusters Score -2.140329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -21403278.000000 Penalty: 5964.266602
	Iteration 136Q: 3 clusters Score -2.140328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -21403270.000000 Penalty: 5964.266602
	Iteration 137Q: 3 clusters Score -2.140327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -21403286.000000 Penalty: 5964.266602
	Iteration 138Q: 3 clusters Score -2.140329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -21403270.000000 Penalty: 5964.266602
	Iteration 139Q: 3 clusters Score -2.140327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -21403264.000000 Penalty: 5964.266602
	Iteration 140F: 3 clusters Score -2.140326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -21403282.000000 Penalty: 5964.266602
	Iteration 141Q: 3 clusters Score -2.140328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -21403272.000000 Penalty: 5964.266602
	Iteration 142Q: 3 clusters Score -2.140327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21403242.000000 Penalty: 5964.266602
	Iteration 143Q: 3 clusters Score -2.140324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -21403268.000000 Penalty: 5964.266602
	Iteration 144Q: 3 clusters Score -2.140327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -21403254.000000 Penalty: 5964.266602
	Iteration 145Q: 3 clusters Score -2.140325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -21403258.000000 Penalty: 5964.266602
	Iteration 146Q: 3 clusters Score -2.140326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -21403254.000000 Penalty: 5964.266602
	Iteration 147Q: 3 clusters Score -2.140325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -21403264.000000 Penalty: 5964.266602
	Iteration 148Q: 3 clusters Score -2.140326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 149Q: 3 clusters Score -2.140326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -21403264.000000 Penalty: 5964.266602
	Iteration 150Q: 3 clusters Score -2.140326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21403254.000000 Penalty: 5964.266602
	Iteration 151Q: 3 clusters Score -2.140325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -21403250.000000 Penalty: 5964.266602
	Iteration 152Q: 3 clusters Score -2.140325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 153Q: 3 clusters Score -2.140326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -21403260.000000 Penalty: 5964.266602
	Iteration 154F: 3 clusters Score -2.140326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 47846 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179301 members 
Mstep: Class 6 contains 199353 members 
Mstep: Class 7 contains 43367 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 15522 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 20264 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79854 members 
Mstep: Class 17 contains 169333 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164070 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166454544.000000 Penalty: 80372.445312
Iteration 199Q: 24 clusters Score -1.664545e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 47937 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179335 members 
Mstep: Class 6 contains 200167 members 
Mstep: Class 7 contains 43431 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 15574 members 
Mstep: Class 10 contains 20901 members 
Mstep: Class 11 contains 20085 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 21206 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 79482 members 
Mstep: Class 17 contains 169387 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 164110 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 167139 members 
Mstep: Class 23 contains 154457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166455344.000000 Penalty: 80372.445312
Iteration 200F: 24 clusters Score -1.664553e+08 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 48020 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179395 members 
Mstep: Class 6 contains 200046 members 
Mstep: Class 7 contains 43229 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 15433 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 19916 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 664 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 78678 members 
Mstep: Class 17 contains 169013 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 8543 members 
Mstep: Class 20 contains 164122 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 166622 members 
Mstep: Class 23 contains 155932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166455776.000000 Penalty: 80372.445312
Iteration 201Q: 24 clusters Score -1.664558e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 48095 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179432 members 
Mstep: Class 6 contains 200013 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 20908 members 
Mstep: Class 11 contains 19759 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 663 members 
Mstep: Class 14 contains 22542 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 77981 members 
Mstep: Class 17 contains 168704 members 
Mstep: Class 18 contains 11825 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 164124 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 166194 members 
Mstep: Class 23 contains 156990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166456000.000000 Penalty: 80372.445312
Iteration 202Q: 24 clusters Score -1.66456e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 48172 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179386 members 
Mstep: Class 6 contains 199975 members 
Mstep: Class 7 contains 43020 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 19660 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 77387 members 
Mstep: Class 17 contains 168449 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 8582 members 
Mstep: Class 20 contains 164083 members 
Mstep: Class 21 contains 4279 members 
Mstep: Class 22 contains 165854 members 
Mstep: Class 23 contains 157947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166456016.000000 Penalty: 80372.445312
Iteration 203Q: 24 clusters Score -1.66456e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 48238 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179316 members 
Mstep: Class 6 contains 199897 members 
Mstep: Class 7 contains 42928 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 15216 members 
Mstep: Class 10 contains 20906 members 
Mstep: Class 11 contains 19580 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 23530 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 76857 members 
Mstep: Class 17 contains 168245 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 8593 members 
Mstep: Class 20 contains 164013 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 165533 members 
Mstep: Class 23 contains 158914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166456096.000000 Penalty: 80372.445312
Iteration 204Q: 24 clusters Score -1.664561e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 48289 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179218 members 
Mstep: Class 6 contains 199817 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 15167 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 23948 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 76371 members 
Mstep: Class 17 contains 168068 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 163921 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 165230 members 
Mstep: Class 23 contains 159895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166456272.000000 Penalty: 80372.445312
Iteration 205Q: 24 clusters Score -1.664563e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 48337 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179107 members 
Mstep: Class 6 contains 199708 members 
Mstep: Class 7 contains 42752 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 15108 members 
Mstep: Class 10 contains 20893 members 
Mstep: Class 11 contains 19417 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 24299 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 75953 members 
Mstep: Class 17 contains 167877 members 
Mstep: Class 18 contains 11835 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 163850 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 164939 members 
Mstep: Class 23 contains 160891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166456976.000000 Penalty: 80372.445312
Iteration 206Q: 24 clusters Score -1.66457e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 48386 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178972 members 
Mstep: Class 6 contains 199592 members 
Mstep: Class 7 contains 42668 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 15046 members 
Mstep: Class 10 contains 20889 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 24576 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 75592 members 
Mstep: Class 17 contains 167718 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 163774 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 164672 members 
Mstep: Class 23 contains 161913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166457200.000000 Penalty: 80372.445312
Iteration 207Q: 24 clusters Score -1.664572e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 48427 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178795 members 
Mstep: Class 6 contains 199559 members 
Mstep: Class 7 contains 42576 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 14991 members 
Mstep: Class 10 contains 20886 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 75265 members 
Mstep: Class 17 contains 167554 members 
Mstep: Class 18 contains 11840 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 163685 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 164392 members 
Mstep: Class 23 contains 162947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166457552.000000 Penalty: 80372.445312
Iteration 208Q: 24 clusters Score -1.664576e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 48455 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178609 members 
Mstep: Class 6 contains 199484 members 
Mstep: Class 7 contains 42476 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 14928 members 
Mstep: Class 10 contains 20884 members 
Mstep: Class 11 contains 19127 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 74967 members 
Mstep: Class 17 contains 167414 members 
Mstep: Class 18 contains 11851 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 163580 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 164047 members 
Mstep: Class 23 contains 164043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 24 clusters Score -1.664578e+08 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 48482 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178431 members 
Mstep: Class 6 contains 199414 members 
Mstep: Class 7 contains 42381 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 14860 members 
Mstep: Class 10 contains 20869 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 74699 members 
Mstep: Class 17 contains 167311 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 163485 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 163712 members 
Mstep: Class 23 contains 165124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 24 clusters Score -1.66458e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 48499 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178226 members 
Mstep: Class 6 contains 199301 members 
Mstep: Class 7 contains 42292 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 14802 members 
Mstep: Class 10 contains 20862 members 
Mstep: Class 11 contains 18913 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 167196 members 
Mstep: Class 18 contains 11825 members 
Mstep: Class 19 contains 8612 members 
Mstep: Class 20 contains 163355 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 22 contains 163373 members 
Mstep: Class 23 contains 166292 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 24 clusters Score -1.664581e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 48506 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178000 members 
Mstep: Class 6 contains 199170 members 
Mstep: Class 7 contains 42198 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 14732 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 25793 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 74272 members 
Mstep: Class 17 contains 167132 members 
Mstep: Class 18 contains 11818 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 163205 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 22 contains 163030 members 
Mstep: Class 23 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 24 clusters Score -1.664586e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3770 members 
Mstep: Class 3 contains 48513 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177769 members 
Mstep: Class 6 contains 199064 members 
Mstep: Class 7 contains 42111 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 14665 members 
Mstep: Class 10 contains 20855 members 
Mstep: Class 11 contains 18706 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 74110 members 
Mstep: Class 17 contains 167100 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 163043 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 162656 members 
Mstep: Class 23 contains 168599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 24 clusters Score -1.664589e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 48545 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177536 members 
Mstep: Class 6 contains 198924 members 
Mstep: Class 7 contains 42040 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 14604 members 
Mstep: Class 10 contains 20855 members 
Mstep: Class 11 contains 18602 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 26178 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73979 members 
Mstep: Class 17 contains 167084 members 
Mstep: Class 18 contains 11782 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 162860 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 162288 members 
Mstep: Class 23 contains 169721 members 
Entering Unmasked Estep 
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Iteration 214Q: 24 clusters Score -1.66459e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 48571 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177311 members 
Mstep: Class 6 contains 198809 members 
Mstep: Class 7 contains 41989 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 14550 members 
Mstep: Class 10 contains 20851 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 26349 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73863 members 
Mstep: Class 17 contains 167070 members 
Mstep: Class 18 contains 11768 members 
Mstep: Class 19 contains 8589 members 
Mstep: Class 20 contains 162677 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 161899 members 
Mstep: Class 23 contains 170794 members 
Entering Unmasked Estep 
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Iteration 215Q: 24 clusters Score -1.664594e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 48585 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177119 members 
Mstep: Class 6 contains 198615 members 
Mstep: Class 7 contains 41928 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 14487 members 
Mstep: Class 10 contains 20831 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73755 members 
Mstep: Class 17 contains 167063 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 162504 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 161562 members 
Mstep: Class 23 contains 171843 members 
Entering Unmasked Estep 
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Iteration 216Q: 24 clusters Score -1.664596e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 48602 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176948 members 
Mstep: Class 6 contains 198414 members 
Mstep: Class 7 contains 41880 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 20813 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 26682 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73647 members 
Mstep: Class 17 contains 167040 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 162325 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 161238 members 
Mstep: Class 23 contains 172890 members 
Entering Unmasked Estep 
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Iteration 217Q: 24 clusters Score -1.664596e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 48620 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176824 members 
Mstep: Class 6 contains 198308 members 
Mstep: Class 7 contains 41804 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 18275 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 26830 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73538 members 
Mstep: Class 17 contains 167015 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 8562 members 
Mstep: Class 20 contains 162130 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 160934 members 
Mstep: Class 23 contains 173845 members 
Entering Unmasked Estep 
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Iteration 218Q: 24 clusters Score -1.664598e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 48633 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176744 members 
Mstep: Class 6 contains 198191 members 
Mstep: Class 7 contains 41722 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 20782 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73460 members 
Mstep: Class 17 contains 167011 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 161933 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 160614 members 
Mstep: Class 23 contains 174745 members 
Entering Unmasked Estep 
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Iteration 219Q: 24 clusters Score -1.664595e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 48662 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176674 members 
Mstep: Class 6 contains 198165 members 
Mstep: Class 7 contains 41647 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 18075 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27134 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73391 members 
Mstep: Class 17 contains 166971 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 8547 members 
Mstep: Class 20 contains 161751 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 160308 members 
Mstep: Class 23 contains 175529 members 
Entering Unmasked Estep 
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Iteration 220F: 24 clusters Score -1.664598e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 48702 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176566 members 
Mstep: Class 6 contains 198165 members 
Mstep: Class 7 contains 41579 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 20729 members 
Mstep: Class 11 contains 17991 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 73314 members 
Mstep: Class 17 contains 166943 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 20 contains 161602 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 159997 members 
Mstep: Class 23 contains 176276 members 
Entering Unmasked Estep 
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Iteration 221Q: 24 clusters Score -1.664597e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 48742 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176479 members 
Mstep: Class 6 contains 198136 members 
Mstep: Class 7 contains 41494 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 14142 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27429 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 73252 members 
Mstep: Class 17 contains 166931 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 161454 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 159722 members 
Mstep: Class 23 contains 176957 members 
Entering Unmasked Estep 
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Iteration 222Q: 24 clusters Score -1.664595e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 48798 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176419 members 
Mstep: Class 6 contains 198143 members 
Mstep: Class 7 contains 41425 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 20689 members 
Mstep: Class 11 contains 17830 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27587 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 73194 members 
Mstep: Class 17 contains 166921 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 161294 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 159430 members 
Mstep: Class 23 contains 177552 members 
Entering Unmasked Estep 
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Iteration 223Q: 24 clusters Score -1.664595e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 48860 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176489 members 
Mstep: Class 6 contains 198025 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 14041 members 
Mstep: Class 10 contains 20661 members 
Mstep: Class 11 contains 17769 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27739 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 73125 members 
Mstep: Class 17 contains 166944 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 161149 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 159173 members 
Mstep: Class 23 contains 178080 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 24 clusters Score -1.664593e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 48929 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176590 members 
Mstep: Class 6 contains 197949 members 
Mstep: Class 7 contains 41218 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 13992 members 
Mstep: Class 10 contains 20634 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27892 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 73064 members 
Mstep: Class 17 contains 166976 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8488 members 
Mstep: Class 20 contains 160993 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 158924 members 
Mstep: Class 23 contains 178525 members 
Entering Unmasked Estep 
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Iteration 225Q: 24 clusters Score -1.664595e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 48997 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176719 members 
Mstep: Class 6 contains 197923 members 
Mstep: Class 7 contains 41110 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 13945 members 
Mstep: Class 10 contains 20616 members 
Mstep: Class 11 contains 17658 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28040 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72994 members 
Mstep: Class 17 contains 166994 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 8484 members 
Mstep: Class 20 contains 160851 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 158647 members 
Mstep: Class 23 contains 178912 members 
Entering Unmasked Estep 
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Iteration 226Q: 24 clusters Score -1.664598e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 49087 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 176886 members 
Mstep: Class 6 contains 197883 members 
Mstep: Class 7 contains 41003 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 13916 members 
Mstep: Class 10 contains 20610 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28190 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72934 members 
Mstep: Class 17 contains 167016 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 160676 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 158384 members 
Mstep: Class 23 contains 179229 members 
Entering Unmasked Estep 
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Iteration 227Q: 24 clusters Score -1.6646e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177043 members 
Mstep: Class 6 contains 197840 members 
Mstep: Class 7 contains 40923 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 20596 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28331 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72876 members 
Mstep: Class 17 contains 167009 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 160539 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 158143 members 
Mstep: Class 23 contains 179490 members 
Entering Unmasked Estep 
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Iteration 228Q: 24 clusters Score -1.664597e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 49268 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177201 members 
Mstep: Class 6 contains 197829 members 
Mstep: Class 7 contains 40840 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 20582 members 
Mstep: Class 11 contains 17514 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28444 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72823 members 
Mstep: Class 17 contains 167033 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 160391 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 157929 members 
Mstep: Class 23 contains 179699 members 
Entering Unmasked Estep 
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Iteration 229Q: 24 clusters Score -1.664599e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 49343 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177359 members 
Mstep: Class 6 contains 197865 members 
Mstep: Class 7 contains 40751 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 20567 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28564 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72766 members 
Mstep: Class 17 contains 167068 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 160255 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 157714 members 
Mstep: Class 23 contains 179863 members 
Entering Unmasked Estep 
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Iteration 230Q: 24 clusters Score -1.664599e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 49429 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177555 members 
Mstep: Class 6 contains 197862 members 
Mstep: Class 7 contains 40665 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 10 contains 20555 members 
Mstep: Class 11 contains 17447 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28661 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72730 members 
Mstep: Class 17 contains 167063 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 8469 members 
Mstep: Class 20 contains 160121 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 157520 members 
Mstep: Class 23 contains 180030 members 
Entering Unmasked Estep 
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Iteration 231Q: 24 clusters Score -1.664598e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 49543 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177696 members 
Mstep: Class 6 contains 197878 members 
Mstep: Class 7 contains 40561 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 20542 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28744 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72695 members 
Mstep: Class 17 contains 167070 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8469 members 
Mstep: Class 20 contains 159989 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 157351 members 
Mstep: Class 23 contains 180184 members 
Entering Unmasked Estep 
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Iteration 232Q: 24 clusters Score -1.664598e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 49662 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 177850 members 
Mstep: Class 6 contains 197842 members 
Mstep: Class 7 contains 40486 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 13715 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 17403 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28818 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72665 members 
Mstep: Class 17 contains 167050 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 8468 members 
Mstep: Class 20 contains 159899 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 157197 members 
Mstep: Class 23 contains 180292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166459696.000000 Penalty: 80372.445312
Iteration 233Q: 24 clusters Score -1.664597e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 49803 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178037 members 
Mstep: Class 6 contains 197796 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 13689 members 
Mstep: Class 10 contains 20523 members 
Mstep: Class 11 contains 17392 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28883 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72641 members 
Mstep: Class 17 contains 167019 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 159799 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 157061 members 
Mstep: Class 23 contains 180358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460048.000000 Penalty: 80372.445312
Iteration 234Q: 24 clusters Score -1.6646e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 49903 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178295 members 
Mstep: Class 6 contains 197711 members 
Mstep: Class 7 contains 40339 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 20512 members 
Mstep: Class 11 contains 17380 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72602 members 
Mstep: Class 17 contains 166985 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 159700 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156951 members 
Mstep: Class 23 contains 180428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460080.000000 Penalty: 80372.445312
Iteration 235Q: 24 clusters Score -1.664601e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 50001 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178547 members 
Mstep: Class 6 contains 197629 members 
Mstep: Class 7 contains 40287 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 13638 members 
Mstep: Class 10 contains 20506 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72573 members 
Mstep: Class 17 contains 166971 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 159612 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156819 members 
Mstep: Class 23 contains 180471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460016.000000 Penalty: 80372.445312
Iteration 236Q: 24 clusters Score -1.6646e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 50114 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 178785 members 
Mstep: Class 6 contains 197497 members 
Mstep: Class 7 contains 40244 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 20499 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72552 members 
Mstep: Class 17 contains 166953 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 8462 members 
Mstep: Class 20 contains 159525 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156738 members 
Mstep: Class 23 contains 180491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460000.000000 Penalty: 80372.445312
Iteration 237Q: 24 clusters Score -1.6646e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 50254 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179015 members 
Mstep: Class 6 contains 197438 members 
Mstep: Class 7 contains 40201 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 13584 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 17334 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29078 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72526 members 
Mstep: Class 17 contains 166942 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 159443 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156636 members 
Mstep: Class 23 contains 180466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460048.000000 Penalty: 80372.445312
Iteration 238Q: 24 clusters Score -1.6646e+08 nChanged 1396
Entering ConstructFrom: 
Score: -166460048.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 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 386 members 
Entering Unmasked Estep 
Score: -89440.570312 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89440.57 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89783.296875 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89783.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89940.984375 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89940.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90058.492188 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -90058.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90201.851562 Penalty: 3321.116211
	Iteration 4F: 3 clusters Score -90201.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90368.984375 Penalty: 3321.116211
	Iteration 5F: 3 clusters Score -90368.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90585.007812 Penalty: 3321.116211
	Iteration 6F: 3 clusters Score -90585.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90952.664062 Penalty: 3321.116211
	Iteration 7F: 3 clusters Score -90952.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91211.789062 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -91211.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91321.312500 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -91321.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91392.046875 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -91392.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91417.750000 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -91417.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91442.750000 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -91442.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91467.195312 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -91467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91490.640625 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -91490.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91536.257812 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -91536.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91562.695312 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -91562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91566.695312 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -91566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91568.812500 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -91568.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91570.500000 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -91570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91572.078125 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -91572.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91573.515625 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -91573.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91574.851562 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -91574.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91579.257812 Penalty: 3321.116211
	Iteration 23Q: 3 clusters Score -91579.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91586.218750 Penalty: 3321.116211
	Iteration 24Q: 3 clusters Score -91586.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91601.015625 Penalty: 3321.116211
	Iteration 25Q: 3 clusters Score -91601.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91638.968750 Penalty: 3321.116211
	Iteration 26Q: 3 clusters Score -91638.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91779.351562 Penalty: 3321.116211
	Iteration 27Q: 3 clusters Score -91779.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91836.835938 Penalty: 3321.116211
	Iteration 28Q: 3 clusters Score -91836.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91836.835938 Penalty: 3321.116211
	Iteration 29F: 3 clusters Score -91836.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 50385 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179228 members 
Mstep: Class 6 contains 197378 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 20488 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 17 contains 166927 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 156523 members 
Mstep: Class 23 contains 180444 members 
Mstep: Class 24 contains 400 members 
Entering Unmasked Estep 
Score: -166458992.000000 Penalty: 83866.898438
Splitting cluster 1 changes total score from -166460048.000000 to -166458992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -473432.343750 Penalty: 2042.698120
	Iteration 0F: 2 clusters Score -473432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -469662.750000 Penalty: 4085.396240
	Iteration 0F: 3 clusters Score -469662.8 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -470551.500000 Penalty: 4085.396240
	Iteration 1F: 3 clusters Score -470551.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -470753.687500 Penalty: 4085.396240
	Iteration 2F: 3 clusters Score -470753.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -470856.062500 Penalty: 4085.396240
	Iteration 3Q: 3 clusters Score -470856.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -470935.843750 Penalty: 4085.396240
	Iteration 4Q: 3 clusters Score -470935.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -470994.718750 Penalty: 4085.396240
	Iteration 5Q: 3 clusters Score -470994.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -471036.031250 Penalty: 4085.396240
	Iteration 6Q: 3 clusters Score -471036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471062.968750 Penalty: 4085.396240
	Iteration 7Q: 3 clusters Score -471063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -471085.468750 Penalty: 4085.396240
	Iteration 8Q: 3 clusters Score -471085.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -471103.281250 Penalty: 4085.396240
	Iteration 9Q: 3 clusters Score -471103.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -471119.500000 Penalty: 4085.396240
	Iteration 10Q: 3 clusters Score -471119.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -471134.187500 Penalty: 4085.396240
	Iteration 11Q: 3 clusters Score -471134.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -471156.250000 Penalty: 4085.396240
	Iteration 12Q: 3 clusters Score -471156.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471175.343750 Penalty: 4085.396240
	Iteration 13Q: 3 clusters Score -471175.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -471188.968750 Penalty: 4085.396240
	Iteration 14Q: 3 clusters Score -471189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -471201.375000 Penalty: 4085.396240
	Iteration 15Q: 3 clusters Score -471201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -471215.750000 Penalty: 4085.396240
	Iteration 16Q: 3 clusters Score -471215.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471232.781250 Penalty: 4085.396240
	Iteration 17Q: 3 clusters Score -471232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -471250.750000 Penalty: 4085.396240
	Iteration 18Q: 3 clusters Score -471250.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -471272.781250 Penalty: 4085.396240
	Iteration 19Q: 3 clusters Score -471272.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -471294.156250 Penalty: 4085.396240
	Iteration 20F: 3 clusters Score -471294.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -471318.500000 Penalty: 4085.396240
	Iteration 21Q: 3 clusters Score -471318.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -471346.750000 Penalty: 4085.396240
	Iteration 22Q: 3 clusters Score -471346.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -471369.531250 Penalty: 4085.396240
	Iteration 23Q: 3 clusters Score -471369.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -471389.437500 Penalty: 4085.396240
	Iteration 24Q: 3 clusters Score -471389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -471415.843750 Penalty: 4085.396240
	Iteration 25Q: 3 clusters Score -471415.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471445.156250 Penalty: 4085.396240
	Iteration 26Q: 3 clusters Score -471445.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -471474.156250 Penalty: 4085.396240
	Iteration 27Q: 3 clusters Score -471474.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -471502.375000 Penalty: 4085.396240
	Iteration 28Q: 3 clusters Score -471502.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -471533.906250 Penalty: 4085.396240
	Iteration 29Q: 3 clusters Score -471533.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -471587.218750 Penalty: 4085.396240
	Iteration 30Q: 3 clusters Score -471587.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -471658.531250 Penalty: 4085.396240
	Iteration 31Q: 3 clusters Score -471658.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -471737.312500 Penalty: 4085.396240
	Iteration 32Q: 3 clusters Score -471737.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -471809.343750 Penalty: 4085.396240
	Iteration 33Q: 3 clusters Score -471809.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -471870.843750 Penalty: 4085.396240
	Iteration 34Q: 3 clusters Score -471870.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -471943.625000 Penalty: 4085.396240
	Iteration 35Q: 3 clusters Score -471943.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -472027.781250 Penalty: 4085.396240
	Iteration 36Q: 3 clusters Score -472027.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -472097.687500 Penalty: 4085.396240
	Iteration 37Q: 3 clusters Score -472097.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -472166.312500 Penalty: 4085.396240
	Iteration 38Q: 3 clusters Score -472166.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -472228.000000 Penalty: 4085.396240
	Iteration 39Q: 3 clusters Score -472228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -472293.218750 Penalty: 4085.396240
	Iteration 40F: 3 clusters Score -472293.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -472353.187500 Penalty: 4085.396240
	Iteration 41Q: 3 clusters Score -472353.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -472412.218750 Penalty: 4085.396240
	Iteration 42Q: 3 clusters Score -472412.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -472482.937500 Penalty: 4085.396240
	Iteration 43Q: 3 clusters Score -472482.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -472558.281250 Penalty: 4085.396240
	Iteration 44Q: 3 clusters Score -472558.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -472628.312500 Penalty: 4085.396240
	Iteration 45Q: 3 clusters Score -472628.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -472677.687500 Penalty: 4085.396240
	Iteration 46Q: 3 clusters Score -472677.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -472695.968750 Penalty: 4085.396240
	Iteration 47Q: 3 clusters Score -472696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -472701.156250 Penalty: 4085.396240
	Iteration 48Q: 3 clusters Score -472701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -472705.125000 Penalty: 4085.396240
	Iteration 49Q: 3 clusters Score -472705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -472706.000000 Penalty: 4085.396240
	Iteration 50Q: 3 clusters Score -472706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -472708.468750 Penalty: 4085.396240
	Iteration 51Q: 3 clusters Score -472708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -472708.468750 Penalty: 4085.396240
	Iteration 52F: 3 clusters Score -472708.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Entering Unmasked Estep 
Score: -6551165.500000 Penalty: 2685.207275
	Iteration 0F: 2 clusters Score -6551166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6517233.000000 Penalty: 5370.414551
	Iteration 0F: 3 clusters Score -6517233 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6530370.500000 Penalty: 5370.414551
	Iteration 1F: 3 clusters Score -6530370 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6531401.500000 Penalty: 5370.414551
	Iteration 2Q: 3 clusters Score -6531402 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6532830.000000 Penalty: 5370.414551
	Iteration 3F: 3 clusters Score -6532830 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6534872.500000 Penalty: 5370.414551
	Iteration 4F: 3 clusters Score -6534872 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -6537715.500000 Penalty: 5370.414551
	Iteration 5F: 3 clusters Score -6537716 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -6541489.000000 Penalty: 5370.414551
	Iteration 6F: 3 clusters Score -6541489 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6545186.000000 Penalty: 5370.414551
	Iteration 7F: 3 clusters Score -6545186 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -6547528.000000 Penalty: 5370.414551
	Iteration 8Q: 3 clusters Score -6547528 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6548449.500000 Penalty: 5370.414551
	Iteration 9Q: 3 clusters Score -6548450 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -6548754.500000 Penalty: 5370.414551
	Iteration 10Q: 3 clusters Score -6548754 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -6548861.500000 Penalty: 5370.414551
	Iteration 11Q: 3 clusters Score -6548862 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6548952.000000 Penalty: 5370.414551
	Iteration 12Q: 3 clusters Score -6548952 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -6549000.000000 Penalty: 5370.414551
	Iteration 13Q: 3 clusters Score -6549000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6549032.000000 Penalty: 5370.414551
	Iteration 14Q: 3 clusters Score -6549032 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6549081.000000 Penalty: 5370.414551
	Iteration 15Q: 3 clusters Score -6549081 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -6549112.500000 Penalty: 5370.414551
	Iteration 16Q: 3 clusters Score -6549112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6549135.000000 Penalty: 5370.414551
	Iteration 17Q: 3 clusters Score -6549135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6549156.500000 Penalty: 5370.414551
	Iteration 18Q: 3 clusters Score -6549156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -6549171.000000 Penalty: 5370.414551
	Iteration 19Q: 3 clusters Score -6549171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6549194.500000 Penalty: 5370.414551
	Iteration 20F: 3 clusters Score -6549194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -6549198.500000 Penalty: 5370.414551
	Iteration 21Q: 3 clusters Score -6549198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -6549206.000000 Penalty: 5370.414551
	Iteration 22Q: 3 clusters Score -6549206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -6549211.000000 Penalty: 5370.414551
	Iteration 23Q: 3 clusters Score -6549211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -6549233.500000 Penalty: 5370.414551
	Iteration 24Q: 3 clusters Score -6549234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6549232.500000 Penalty: 5370.414551
	Iteration 25Q: 3 clusters Score -6549232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6549231.000000 Penalty: 5370.414551
	Iteration 26Q: 3 clusters Score -6549231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -6549249.000000 Penalty: 5370.414551
	Iteration 27Q: 3 clusters Score -6549249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6549268.500000 Penalty: 5370.414551
	Iteration 28Q: 3 clusters Score -6549268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -6549269.500000 Penalty: 5370.414551
	Iteration 29Q: 3 clusters Score -6549270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6549275.500000 Penalty: 5370.414551
	Iteration 30Q: 3 clusters Score -6549276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6549276.500000 Penalty: 5370.414551
	Iteration 31Q: 3 clusters Score -6549276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6549275.000000 Penalty: 5370.414551
	Iteration 32Q: 3 clusters Score -6549275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -6549274.000000 Penalty: 5370.414551
	Iteration 33Q: 3 clusters Score -6549274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6549282.500000 Penalty: 5370.414551
	Iteration 34Q: 3 clusters Score -6549282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6549280.000000 Penalty: 5370.414551
	Iteration 35Q: 3 clusters Score -6549280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6549282.000000 Penalty: 5370.414551
	Iteration 36Q: 3 clusters Score -6549282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -6549284.500000 Penalty: 5370.414551
	Iteration 37Q: 3 clusters Score -6549284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -6549282.000000 Penalty: 5370.414551
	Iteration 38Q: 3 clusters Score -6549282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6549274.500000 Penalty: 5370.414551
	Iteration 39Q: 3 clusters Score -6549274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6549271.500000 Penalty: 5370.414551
	Iteration 40F: 3 clusters Score -6549272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -6549280.500000 Penalty: 5370.414551
	Iteration 41Q: 3 clusters Score -6549280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6549282.000000 Penalty: 5370.414551
	Iteration 42Q: 3 clusters Score -6549282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -6549281.500000 Penalty: 5370.414551
	Iteration 43Q: 3 clusters Score -6549282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -6549289.000000 Penalty: 5370.414551
	Iteration 44Q: 3 clusters Score -6549289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6549298.500000 Penalty: 5370.414551
	Iteration 45Q: 3 clusters Score -6549298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -6549295.000000 Penalty: 5370.414551
	Iteration 46Q: 3 clusters Score -6549295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -6549295.500000 Penalty: 5370.414551
	Iteration 47Q: 3 clusters Score -6549296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -6549300.500000 Penalty: 5370.414551
	Iteration 48Q: 3 clusters Score -6549300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6549288.000000 Penalty: 5370.414551
	Iteration 49Q: 3 clusters Score -6549288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -6549296.500000 Penalty: 5370.414551
	Iteration 50Q: 3 clusters Score -6549296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6549298.000000 Penalty: 5370.414551
	Iteration 51Q: 3 clusters Score -6549298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -6549300.500000 Penalty: 5370.414551
	Iteration 52Q: 3 clusters Score -6549300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6549299.000000 Penalty: 5370.414551
	Iteration 53Q: 3 clusters Score -6549299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6549308.500000 Penalty: 5370.414551
	Iteration 54Q: 3 clusters Score -6549308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6549306.500000 Penalty: 5370.414551
	Iteration 55Q: 3 clusters Score -6549306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6549302.500000 Penalty: 5370.414551
	Iteration 56Q: 3 clusters Score -6549302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -6549302.500000 Penalty: 5370.414551
	Iteration 57Q: 3 clusters Score -6549302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6549306.500000 Penalty: 5370.414551
	Iteration 58Q: 3 clusters Score -6549306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6549317.500000 Penalty: 5370.414551
	Iteration 59Q: 3 clusters Score -6549318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -6549316.000000 Penalty: 5370.414551
	Iteration 60F: 3 clusters Score -6549316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -6549319.000000 Penalty: 5370.414551
	Iteration 61Q: 3 clusters Score -6549319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6549322.500000 Penalty: 5370.414551
	Iteration 62Q: 3 clusters Score -6549322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -6549319.000000 Penalty: 5370.414551
	Iteration 63Q: 3 clusters Score -6549319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6549317.000000 Penalty: 5370.414551
	Iteration 64Q: 3 clusters Score -6549317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6549330.500000 Penalty: 5370.414551
	Iteration 65Q: 3 clusters Score -6549330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6549329.500000 Penalty: 5370.414551
	Iteration 66Q: 3 clusters Score -6549330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6549332.500000 Penalty: 5370.414551
	Iteration 67Q: 3 clusters Score -6549332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6549316.000000 Penalty: 5370.414551
	Iteration 68Q: 3 clusters Score -6549316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -6549321.000000 Penalty: 5370.414551
	Iteration 69Q: 3 clusters Score -6549321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6549323.500000 Penalty: 5370.414551
	Iteration 70Q: 3 clusters Score -6549324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -6549324.500000 Penalty: 5370.414551
	Iteration 71Q: 3 clusters Score -6549324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6549338.500000 Penalty: 5370.414551
	Iteration 72Q: 3 clusters Score -6549338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6549344.000000 Penalty: 5370.414551
	Iteration 73Q: 3 clusters Score -6549344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6549343.000000 Penalty: 5370.414551
	Iteration 74Q: 3 clusters Score -6549343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -6549339.500000 Penalty: 5370.414551
	Iteration 75Q: 3 clusters Score -6549340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6549340.000000 Penalty: 5370.414551
	Iteration 76Q: 3 clusters Score -6549340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -6549349.500000 Penalty: 5370.414551
	Iteration 77Q: 3 clusters Score -6549350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -6549341.500000 Penalty: 5370.414551
	Iteration 78Q: 3 clusters Score -6549342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6549343.000000 Penalty: 5370.414551
	Iteration 79Q: 3 clusters Score -6549343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6549343.000000 Penalty: 5370.414551
	Iteration 80F: 3 clusters Score -6549343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92635.679688 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92635.68 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93276.875000 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93276.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93671.828125 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93671.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93909.476562 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -93909.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94275.101562 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -94275.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94687.320312 Penalty: 3382.728027
	Iteration 5F: 3 clusters Score -94687.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95034.742188 Penalty: 3382.728027
	Iteration 6F: 3 clusters Score -95034.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95165.828125 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -95165.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95249.867188 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -95249.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -95340.609375 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -95340.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95401.226562 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -95401.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95420.562500 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95420.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95439.273438 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95439.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95444.265625 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -95444.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95444.265625 Penalty: 3382.728027
	Iteration 14F: 3 clusters Score -95444.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 50385 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 179228 members 
Mstep: Class 6 contains 197378 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 20488 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 17 contains 166927 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 156523 members 
Mstep: Class 23 contains 180444 members 
Mstep: Class 24 contains 635 members 
Entering Unmasked Estep 
Score: -166459488.000000 Penalty: 83866.898438
Splitting cluster 4 changes total score from -166460048.000000 to -166459488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (179228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Entering Unmasked Estep 
Score: -23197176.000000 Penalty: 2999.910645
	Iteration 0F: 2 clusters Score -2.319718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -23080468.000000 Penalty: 5999.821289
	Iteration 0F: 3 clusters Score -2.308047e+07 nChanged 85970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -23131368.000000 Penalty: 5999.821289
	Iteration 1F: 3 clusters Score -2.313137e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -23133218.000000 Penalty: 5999.821289
	Iteration 2Q: 3 clusters Score -2.313322e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -23135618.000000 Penalty: 5999.821289
	Iteration 3Q: 3 clusters Score -2.313562e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -23139048.000000 Penalty: 5999.821289
	Iteration 4Q: 3 clusters Score -2.313905e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -23144468.000000 Penalty: 5999.821289
	Iteration 5F: 3 clusters Score -2.314447e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -23152534.000000 Penalty: 5999.821289
	Iteration 6F: 3 clusters Score -2.315253e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -23163608.000000 Penalty: 5999.821289
	Iteration 7F: 3 clusters Score -2.316361e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -23173234.000000 Penalty: 5999.821289
	Iteration 8F: 3 clusters Score -2.317323e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -23178040.000000 Penalty: 5999.821289
	Iteration 9F: 3 clusters Score -2.317804e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -23180242.000000 Penalty: 5999.821289
	Iteration 10Q: 3 clusters Score -2.318024e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -23182054.000000 Penalty: 5999.821289
	Iteration 11Q: 3 clusters Score -2.318205e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -23183690.000000 Penalty: 5999.821289
	Iteration 12Q: 3 clusters Score -2.318369e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -23185608.000000 Penalty: 5999.821289
	Iteration 13Q: 3 clusters Score -2.318561e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -23187328.000000 Penalty: 5999.821289
	Iteration 14Q: 3 clusters Score -2.318733e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -23188812.000000 Penalty: 5999.821289
	Iteration 15Q: 3 clusters Score -2.318881e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -23189820.000000 Penalty: 5999.821289
	Iteration 16Q: 3 clusters Score -2.318982e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -23190686.000000 Penalty: 5999.821289
	Iteration 17Q: 3 clusters Score -2.319069e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -23191062.000000 Penalty: 5999.821289
	Iteration 18Q: 3 clusters Score -2.319106e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -23191392.000000 Penalty: 5999.821289
	Iteration 19Q: 3 clusters Score -2.319139e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -23191666.000000 Penalty: 5999.821289
	Iteration 20F: 3 clusters Score -2.319167e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -23191740.000000 Penalty: 5999.821289
	Iteration 21Q: 3 clusters Score -2.319174e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -23191926.000000 Penalty: 5999.821289
	Iteration 22Q: 3 clusters Score -2.319193e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -23192004.000000 Penalty: 5999.821289
	Iteration 23Q: 3 clusters Score -2.3192e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -23191974.000000 Penalty: 5999.821289
	Iteration 24Q: 3 clusters Score -2.319197e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -23191962.000000 Penalty: 5999.821289
	Iteration 25Q: 3 clusters Score -2.319196e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -23191986.000000 Penalty: 5999.821289
	Iteration 26Q: 3 clusters Score -2.319199e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -23192032.000000 Penalty: 5999.821289
	Iteration 27Q: 3 clusters Score -2.319203e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -23192020.000000 Penalty: 5999.821289
	Iteration 28Q: 3 clusters Score -2.319202e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -23191978.000000 Penalty: 5999.821289
	Iteration 29Q: 3 clusters Score -2.319198e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -23192026.000000 Penalty: 5999.821289
	Iteration 30Q: 3 clusters Score -2.319203e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -23191978.000000 Penalty: 5999.821289
	Iteration 31Q: 3 clusters Score -2.319198e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -23192044.000000 Penalty: 5999.821289
	Iteration 32Q: 3 clusters Score -2.319204e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -23191996.000000 Penalty: 5999.821289
	Iteration 33Q: 3 clusters Score -2.3192e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -23192044.000000 Penalty: 5999.821289
	Iteration 34Q: 3 clusters Score -2.319204e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -23192000.000000 Penalty: 5999.821289
	Iteration 35Q: 3 clusters Score -2.3192e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -23192060.000000 Penalty: 5999.821289
	Iteration 36Q: 3 clusters Score -2.319206e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -23192040.000000 Penalty: 5999.821289
	Iteration 37Q: 3 clusters Score -2.319204e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 103547 members 
Entering Unmasked Estep 
Score: -23192036.000000 Penalty: 5999.821289
	Iteration 38Q: 3 clusters Score -2.319204e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -23191998.000000 Penalty: 5999.821289
	Iteration 39Q: 3 clusters Score -2.3192e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -23192048.000000 Penalty: 5999.821289
	Iteration 40F: 3 clusters Score -2.319205e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -23192024.000000 Penalty: 5999.821289
	Iteration 41Q: 3 clusters Score -2.319202e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -23192062.000000 Penalty: 5999.821289
	Iteration 42Q: 3 clusters Score -2.319206e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -23192084.000000 Penalty: 5999.821289
	Iteration 43Q: 3 clusters Score -2.319208e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -23192108.000000 Penalty: 5999.821289
	Iteration 44Q: 3 clusters Score -2.319211e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -23192166.000000 Penalty: 5999.821289
	Iteration 45Q: 3 clusters Score -2.319217e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -23192124.000000 Penalty: 5999.821289
	Iteration 46Q: 3 clusters Score -2.319212e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -23192090.000000 Penalty: 5999.821289
	Iteration 47Q: 3 clusters Score -2.319209e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -23192110.000000 Penalty: 5999.821289
	Iteration 48Q: 3 clusters Score -2.319211e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -23192178.000000 Penalty: 5999.821289
	Iteration 49Q: 3 clusters Score -2.319218e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -23192226.000000 Penalty: 5999.821289
	Iteration 50Q: 3 clusters Score -2.319223e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -23192280.000000 Penalty: 5999.821289
	Iteration 51Q: 3 clusters Score -2.319228e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -23192284.000000 Penalty: 5999.821289
	Iteration 52Q: 3 clusters Score -2.319228e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -23192328.000000 Penalty: 5999.821289
	Iteration 53Q: 3 clusters Score -2.319233e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -23192362.000000 Penalty: 5999.821289
	Iteration 54Q: 3 clusters Score -2.319236e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -23192354.000000 Penalty: 5999.821289
	Iteration 55Q: 3 clusters Score -2.319235e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -23192380.000000 Penalty: 5999.821289
	Iteration 56Q: 3 clusters Score -2.319238e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -23192356.000000 Penalty: 5999.821289
	Iteration 57Q: 3 clusters Score -2.319236e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -23192382.000000 Penalty: 5999.821289
	Iteration 58Q: 3 clusters Score -2.319238e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -23192356.000000 Penalty: 5999.821289
	Iteration 59Q: 3 clusters Score -2.319236e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -23192340.000000 Penalty: 5999.821289
	Iteration 60F: 3 clusters Score -2.319234e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -23192338.000000 Penalty: 5999.821289
	Iteration 61Q: 3 clusters Score -2.319234e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -23192292.000000 Penalty: 5999.821289
	Iteration 62Q: 3 clusters Score -2.319229e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -23192320.000000 Penalty: 5999.821289
	Iteration 63Q: 3 clusters Score -2.319232e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -23192342.000000 Penalty: 5999.821289
	Iteration 64Q: 3 clusters Score -2.319234e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -23192362.000000 Penalty: 5999.821289
	Iteration 65Q: 3 clusters Score -2.319236e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -23192344.000000 Penalty: 5999.821289
	Iteration 66Q: 3 clusters Score -2.319234e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -23192396.000000 Penalty: 5999.821289
	Iteration 67Q: 3 clusters Score -2.31924e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -23192402.000000 Penalty: 5999.821289
	Iteration 68Q: 3 clusters Score -2.31924e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 109997 members 
Entering Unmasked Estep 
Score: -23192382.000000 Penalty: 5999.821289
	Iteration 69Q: 3 clusters Score -2.319238e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -23192410.000000 Penalty: 5999.821289
	Iteration 70Q: 3 clusters Score -2.319241e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -23192402.000000 Penalty: 5999.821289
	Iteration 71Q: 3 clusters Score -2.31924e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -23192400.000000 Penalty: 5999.821289
	Iteration 72Q: 3 clusters Score -2.31924e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -23192364.000000 Penalty: 5999.821289
	Iteration 73Q: 3 clusters Score -2.319236e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -23192394.000000 Penalty: 5999.821289
	Iteration 74Q: 3 clusters Score -2.319239e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -23192420.000000 Penalty: 5999.821289
	Iteration 75Q: 3 clusters Score -2.319242e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -23192474.000000 Penalty: 5999.821289
	Iteration 76Q: 3 clusters Score -2.319247e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 111779 members 
Entering Unmasked Estep 
Score: -23192478.000000 Penalty: 5999.821289
	Iteration 77Q: 3 clusters Score -2.319248e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -23192468.000000 Penalty: 5999.821289
	Iteration 78Q: 3 clusters Score -2.319247e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 112232 members 
Entering Unmasked Estep 
Score: -23192538.000000 Penalty: 5999.821289
	Iteration 79Q: 3 clusters Score -2.319254e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -23192532.000000 Penalty: 5999.821289
	Iteration 80F: 3 clusters Score -2.319253e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -23192546.000000 Penalty: 5999.821289
	Iteration 81Q: 3 clusters Score -2.319255e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 112814 members 
Entering Unmasked Estep 
Score: -23192586.000000 Penalty: 5999.821289
	Iteration 82Q: 3 clusters Score -2.319259e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -23192534.000000 Penalty: 5999.821289
	Iteration 83Q: 3 clusters Score -2.319253e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -23192546.000000 Penalty: 5999.821289
	Iteration 84Q: 3 clusters Score -2.319255e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 113477 members 
Entering Unmasked Estep 
Score: -23192562.000000 Penalty: 5999.821289
	Iteration 85Q: 3 clusters Score -2.319256e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -23192544.000000 Penalty: 5999.821289
	Iteration 86Q: 3 clusters Score -2.319254e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -23192558.000000 Penalty: 5999.821289
	Iteration 87Q: 3 clusters Score -2.319256e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -23192534.000000 Penalty: 5999.821289
	Iteration 88Q: 3 clusters Score -2.319253e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -23192568.000000 Penalty: 5999.821289
	Iteration 89Q: 3 clusters Score -2.319257e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -23192592.000000 Penalty: 5999.821289
	Iteration 90Q: 3 clusters Score -2.319259e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -23192612.000000 Penalty: 5999.821289
	Iteration 91Q: 3 clusters Score -2.319261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -23192636.000000 Penalty: 5999.821289
	Iteration 92Q: 3 clusters Score -2.319264e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -23192628.000000 Penalty: 5999.821289
	Iteration 93Q: 3 clusters Score -2.319263e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -23192596.000000 Penalty: 5999.821289
	Iteration 94Q: 3 clusters Score -2.31926e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -23192604.000000 Penalty: 5999.821289
	Iteration 95Q: 3 clusters Score -2.31926e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -23192588.000000 Penalty: 5999.821289
	Iteration 96Q: 3 clusters Score -2.319259e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -23192584.000000 Penalty: 5999.821289
	Iteration 97Q: 3 clusters Score -2.319258e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -23192608.000000 Penalty: 5999.821289
	Iteration 98Q: 3 clusters Score -2.319261e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -23192608.000000 Penalty: 5999.821289
	Iteration 99Q: 3 clusters Score -2.319261e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -23192564.000000 Penalty: 5999.821289
	Iteration 100F: 3 clusters Score -2.319256e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -23192594.000000 Penalty: 5999.821289
	Iteration 101Q: 3 clusters Score -2.319259e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -23192512.000000 Penalty: 5999.821289
	Iteration 102Q: 3 clusters Score -2.319251e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -23192510.000000 Penalty: 5999.821289
	Iteration 103Q: 3 clusters Score -2.319251e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -23192558.000000 Penalty: 5999.821289
	Iteration 104Q: 3 clusters Score -2.319256e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -23192596.000000 Penalty: 5999.821289
	Iteration 105Q: 3 clusters Score -2.31926e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -23192564.000000 Penalty: 5999.821289
	Iteration 106Q: 3 clusters Score -2.319256e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -23192596.000000 Penalty: 5999.821289
	Iteration 107Q: 3 clusters Score -2.31926e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
Score: -23192590.000000 Penalty: 5999.821289
	Iteration 108Q: 3 clusters Score -2.319259e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -23192548.000000 Penalty: 5999.821289
	Iteration 109Q: 3 clusters Score -2.319255e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -23192622.000000 Penalty: 5999.821289
	Iteration 110Q: 3 clusters Score -2.319262e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 119826 members 
Entering Unmasked Estep 
Score: -23192642.000000 Penalty: 5999.821289
	Iteration 111Q: 3 clusters Score -2.319264e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 120041 members 
Entering Unmasked Estep 
Score: -23192656.000000 Penalty: 5999.821289
	Iteration 112Q: 3 clusters Score -2.319266e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -23192590.000000 Penalty: 5999.821289
	Iteration 113Q: 3 clusters Score -2.319259e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 120535 members 
Entering Unmasked Estep 
Score: -23192594.000000 Penalty: 5999.821289
	Iteration 114Q: 3 clusters Score -2.319259e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 120842 members 
Entering Unmasked Estep 
Score: -23192684.000000 Penalty: 5999.821289
	Iteration 115Q: 3 clusters Score -2.319268e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -23192656.000000 Penalty: 5999.821289
	Iteration 116Q: 3 clusters Score -2.319266e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -23192684.000000 Penalty: 5999.821289
	Iteration 117Q: 3 clusters Score -2.319268e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -23192680.000000 Penalty: 5999.821289
	Iteration 118Q: 3 clusters Score -2.319268e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -23192702.000000 Penalty: 5999.821289
	Iteration 119Q: 3 clusters Score -2.31927e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -23192744.000000 Penalty: 5999.821289
	Iteration 120F: 3 clusters Score -2.319274e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -23192768.000000 Penalty: 5999.821289
	Iteration 121Q: 3 clusters Score -2.319277e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -23192776.000000 Penalty: 5999.821289
	Iteration 122Q: 3 clusters Score -2.319278e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -23192714.000000 Penalty: 5999.821289
	Iteration 123Q: 3 clusters Score -2.319271e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -23192662.000000 Penalty: 5999.821289
	Iteration 124Q: 3 clusters Score -2.319266e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -23192636.000000 Penalty: 5999.821289
	Iteration 125Q: 3 clusters Score -2.319264e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -23192666.000000 Penalty: 5999.821289
	Iteration 126Q: 3 clusters Score -2.319267e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -23192754.000000 Penalty: 5999.821289
	Iteration 127Q: 3 clusters Score -2.319275e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 125494 members 
Entering Unmasked Estep 
Score: -23192798.000000 Penalty: 5999.821289
	Iteration 128Q: 3 clusters Score -2.31928e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 125860 members 
Entering Unmasked Estep 
Score: -23192790.000000 Penalty: 5999.821289
	Iteration 129Q: 3 clusters Score -2.319279e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -23192842.000000 Penalty: 5999.821289
	Iteration 130Q: 3 clusters Score -2.319284e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -23192836.000000 Penalty: 5999.821289
	Iteration 131Q: 3 clusters Score -2.319284e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -23192900.000000 Penalty: 5999.821289
	Iteration 132Q: 3 clusters Score -2.31929e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -23192952.000000 Penalty: 5999.821289
	Iteration 133Q: 3 clusters Score -2.319295e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 127684 members 
Entering Unmasked Estep 
Score: -23192916.000000 Penalty: 5999.821289
	Iteration 134Q: 3 clusters Score -2.319292e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -23192958.000000 Penalty: 5999.821289
	Iteration 135Q: 3 clusters Score -2.319296e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -23192894.000000 Penalty: 5999.821289
	Iteration 136Q: 3 clusters Score -2.319289e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -23192920.000000 Penalty: 5999.821289
	Iteration 137Q: 3 clusters Score -2.319292e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -23193000.000000 Penalty: 5999.821289
	Iteration 138Q: 3 clusters Score -2.3193e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -23193014.000000 Penalty: 5999.821289
	Iteration 139Q: 3 clusters Score -2.319301e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 130126 members 
Entering Unmasked Estep 
Score: -23193032.000000 Penalty: 5999.821289
	Iteration 140F: 3 clusters Score -2.319303e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -23193054.000000 Penalty: 5999.821289
	Iteration 141Q: 3 clusters Score -2.319305e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 130933 members 
Entering Unmasked Estep 
Score: -23193086.000000 Penalty: 5999.821289
	Iteration 142Q: 3 clusters Score -2.319309e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 131322 members 
Entering Unmasked Estep 
Score: -23193032.000000 Penalty: 5999.821289
	Iteration 143Q: 3 clusters Score -2.319303e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -23193056.000000 Penalty: 5999.821289
	Iteration 144Q: 3 clusters Score -2.319306e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -23193078.000000 Penalty: 5999.821289
	Iteration 145Q: 3 clusters Score -2.319308e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 132446 members 
Entering Unmasked Estep 
Score: -23193144.000000 Penalty: 5999.821289
	Iteration 146Q: 3 clusters Score -2.319314e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -23193172.000000 Penalty: 5999.821289
	Iteration 147Q: 3 clusters Score -2.319317e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 133207 members 
Entering Unmasked Estep 
Score: -23193204.000000 Penalty: 5999.821289
	Iteration 148Q: 3 clusters Score -2.31932e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 133605 members 
Entering Unmasked Estep 
Score: -23193216.000000 Penalty: 5999.821289
	Iteration 149Q: 3 clusters Score -2.319322e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -23193236.000000 Penalty: 5999.821289
	Iteration 150Q: 3 clusters Score -2.319324e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 134350 members 
Entering Unmasked Estep 
Score: -23193266.000000 Penalty: 5999.821289
	Iteration 151Q: 3 clusters Score -2.319327e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -23193322.000000 Penalty: 5999.821289
	Iteration 152Q: 3 clusters Score -2.319332e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 135100 members 
Entering Unmasked Estep 
Score: -23193372.000000 Penalty: 5999.821289
	Iteration 153Q: 3 clusters Score -2.319337e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -23193334.000000 Penalty: 5999.821289
	Iteration 154Q: 3 clusters Score -2.319333e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -23193366.000000 Penalty: 5999.821289
	Iteration 155Q: 3 clusters Score -2.319337e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -23193378.000000 Penalty: 5999.821289
	Iteration 156Q: 3 clusters Score -2.319338e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -23193414.000000 Penalty: 5999.821289
	Iteration 157Q: 3 clusters Score -2.319341e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -23193406.000000 Penalty: 5999.821289
	Iteration 158Q: 3 clusters Score -2.319341e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -23193436.000000 Penalty: 5999.821289
	Iteration 159Q: 3 clusters Score -2.319344e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -23193436.000000 Penalty: 5999.821289
	Iteration 160F: 3 clusters Score -2.319344e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -23193548.000000 Penalty: 5999.821289
	Iteration 161Q: 3 clusters Score -2.319355e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -23193526.000000 Penalty: 5999.821289
	Iteration 162Q: 3 clusters Score -2.319353e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 139010 members 
Entering Unmasked Estep 
Score: -23193574.000000 Penalty: 5999.821289
	Iteration 163Q: 3 clusters Score -2.319357e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -23193638.000000 Penalty: 5999.821289
	Iteration 164Q: 3 clusters Score -2.319364e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -23193642.000000 Penalty: 5999.821289
	Iteration 165Q: 3 clusters Score -2.319364e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -23193646.000000 Penalty: 5999.821289
	Iteration 166Q: 3 clusters Score -2.319365e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -23193706.000000 Penalty: 5999.821289
	Iteration 167Q: 3 clusters Score -2.319371e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
Score: -23193722.000000 Penalty: 5999.821289
	Iteration 168Q: 3 clusters Score -2.319372e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -23193760.000000 Penalty: 5999.821289
	Iteration 169Q: 3 clusters Score -2.319376e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -23193800.000000 Penalty: 5999.821289
	Iteration 170Q: 3 clusters Score -2.31938e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -23193848.000000 Penalty: 5999.821289
	Iteration 171Q: 3 clusters Score -2.319385e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -23193858.000000 Penalty: 5999.821289
	Iteration 172Q: 3 clusters Score -2.319386e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -23193936.000000 Penalty: 5999.821289
	Iteration 173Q: 3 clusters Score -2.319394e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -23193962.000000 Penalty: 5999.821289
	Iteration 174Q: 3 clusters Score -2.319396e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 143770 members 
Entering Unmasked Estep 
Score: -23193894.000000 Penalty: 5999.821289
	Iteration 175Q: 3 clusters Score -2.319389e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 144219 members 
Entering Unmasked Estep 
Score: -23193908.000000 Penalty: 5999.821289
	Iteration 176Q: 3 clusters Score -2.319391e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -23193876.000000 Penalty: 5999.821289
	Iteration 177Q: 3 clusters Score -2.319388e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 145129 members 
Entering Unmasked Estep 
Score: -23193936.000000 Penalty: 5999.821289
	Iteration 178Q: 3 clusters Score -2.319394e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -23193992.000000 Penalty: 5999.821289
	Iteration 179Q: 3 clusters Score -2.319399e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -23194004.000000 Penalty: 5999.821289
	Iteration 180F: 3 clusters Score -2.3194e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -23194086.000000 Penalty: 5999.821289
	Iteration 181Q: 3 clusters Score -2.319409e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -23194090.000000 Penalty: 5999.821289
	Iteration 182Q: 3 clusters Score -2.319409e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -23194092.000000 Penalty: 5999.821289
	Iteration 183Q: 3 clusters Score -2.319409e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -23194150.000000 Penalty: 5999.821289
	Iteration 184Q: 3 clusters Score -2.319415e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -23194188.000000 Penalty: 5999.821289
	Iteration 185Q: 3 clusters Score -2.319419e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 149020 members 
Entering Unmasked Estep 
Score: -23194258.000000 Penalty: 5999.821289
	Iteration 186Q: 3 clusters Score -2.319426e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -23194276.000000 Penalty: 5999.821289
	Iteration 187Q: 3 clusters Score -2.319428e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -23194330.000000 Penalty: 5999.821289
	Iteration 188Q: 3 clusters Score -2.319433e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -23194344.000000 Penalty: 5999.821289
	Iteration 189Q: 3 clusters Score -2.319434e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 151164 members 
Entering Unmasked Estep 
Score: -23194416.000000 Penalty: 5999.821289
	Iteration 190Q: 3 clusters Score -2.319442e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -23194432.000000 Penalty: 5999.821289
	Iteration 191Q: 3 clusters Score -2.319443e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 152213 members 
Entering Unmasked Estep 
Score: -23194438.000000 Penalty: 5999.821289
	Iteration 192Q: 3 clusters Score -2.319444e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -23194462.000000 Penalty: 5999.821289
	Iteration 193Q: 3 clusters Score -2.319446e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 153158 members 
Entering Unmasked Estep 
Score: -23194396.000000 Penalty: 5999.821289
	Iteration 194Q: 3 clusters Score -2.31944e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -23194424.000000 Penalty: 5999.821289
	Iteration 195Q: 3 clusters Score -2.319442e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -23194442.000000 Penalty: 5999.821289
	Iteration 196Q: 3 clusters Score -2.319444e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -23194476.000000 Penalty: 5999.821289
	Iteration 197Q: 3 clusters Score -2.319448e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -23194548.000000 Penalty: 5999.821289
	Iteration 198Q: 3 clusters Score -2.319455e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -23194550.000000 Penalty: 5999.821289
	Iteration 199Q: 3 clusters Score -2.319455e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -23194588.000000 Penalty: 5999.821289
	Iteration 200F: 3 clusters Score -2.319459e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 156710 members 
Entering Unmasked Estep 
Score: -23194576.000000 Penalty: 5999.821289
	Iteration 201Q: 3 clusters Score -2.319458e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -23194576.000000 Penalty: 5999.821289
	Iteration 202Q: 3 clusters Score -2.319458e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 157781 members 
Entering Unmasked Estep 
Score: -23194654.000000 Penalty: 5999.821289
	Iteration 203Q: 3 clusters Score -2.319465e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -23194652.000000 Penalty: 5999.821289
	Iteration 204Q: 3 clusters Score -2.319465e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -23194710.000000 Penalty: 5999.821289
	Iteration 205Q: 3 clusters Score -2.319471e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -23194804.000000 Penalty: 5999.821289
	Iteration 206Q: 3 clusters Score -2.31948e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -23194814.000000 Penalty: 5999.821289
	Iteration 207Q: 3 clusters Score -2.319481e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -23194872.000000 Penalty: 5999.821289
	Iteration 208Q: 3 clusters Score -2.319487e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -23194862.000000 Penalty: 5999.821289
	Iteration 209Q: 3 clusters Score -2.319486e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -23194940.000000 Penalty: 5999.821289
	Iteration 210Q: 3 clusters Score -2.319494e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -23194978.000000 Penalty: 5999.821289
	Iteration 211Q: 3 clusters Score -2.319498e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -23195016.000000 Penalty: 5999.821289
	Iteration 212Q: 3 clusters Score -2.319502e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 163448 members 
Entering Unmasked Estep 
Score: -23195054.000000 Penalty: 5999.821289
	Iteration 213Q: 3 clusters Score -2.319505e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -23195150.000000 Penalty: 5999.821289
	Iteration 214Q: 3 clusters Score -2.319515e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 164593 members 
Entering Unmasked Estep 
Score: -23195290.000000 Penalty: 5999.821289
	Iteration 215Q: 3 clusters Score -2.319529e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -23195400.000000 Penalty: 5999.821289
	Iteration 216Q: 3 clusters Score -2.31954e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -23195462.000000 Penalty: 5999.821289
	Iteration 217Q: 3 clusters Score -2.319546e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -23195406.000000 Penalty: 5999.821289
	Iteration 218Q: 3 clusters Score -2.319541e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -23195444.000000 Penalty: 5999.821289
	Iteration 219Q: 3 clusters Score -2.319544e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -23195466.000000 Penalty: 5999.821289
	Iteration 220F: 3 clusters Score -2.319547e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -23195396.000000 Penalty: 5999.821289
	Iteration 221Q: 3 clusters Score -2.31954e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -23195356.000000 Penalty: 5999.821289
	Iteration 222Q: 3 clusters Score -2.319536e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -23195372.000000 Penalty: 5999.821289
	Iteration 223Q: 3 clusters Score -2.319537e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -23195352.000000 Penalty: 5999.821289
	Iteration 224Q: 3 clusters Score -2.319535e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -23195396.000000 Penalty: 5999.821289
	Iteration 225Q: 3 clusters Score -2.31954e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -23195368.000000 Penalty: 5999.821289
	Iteration 226Q: 3 clusters Score -2.319537e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23195350.000000 Penalty: 5999.821289
	Iteration 227Q: 3 clusters Score -2.319535e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -23195274.000000 Penalty: 5999.821289
	Iteration 228Q: 3 clusters Score -2.319527e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 170852 members 
Entering Unmasked Estep 
Score: -23195294.000000 Penalty: 5999.821289
	Iteration 229Q: 3 clusters Score -2.319529e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 5999.821289
	Iteration 230Q: 3 clusters Score -2.319534e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -23195300.000000 Penalty: 5999.821289
	Iteration 231Q: 3 clusters Score -2.31953e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -23195254.000000 Penalty: 5999.821289
	Iteration 232Q: 3 clusters Score -2.319525e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 172532 members 
Entering Unmasked Estep 
Score: -23195262.000000 Penalty: 5999.821289
	Iteration 233Q: 3 clusters Score -2.319526e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -23195294.000000 Penalty: 5999.821289
	Iteration 234Q: 3 clusters Score -2.319529e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -23195290.000000 Penalty: 5999.821289
	Iteration 235Q: 3 clusters Score -2.319529e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -23195252.000000 Penalty: 5999.821289
	Iteration 236Q: 3 clusters Score -2.319525e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 174113 members 
Entering Unmasked Estep 
Score: -23195302.000000 Penalty: 5999.821289
	Iteration 237Q: 3 clusters Score -2.31953e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -23195334.000000 Penalty: 5999.821289
	Iteration 238Q: 3 clusters Score -2.319533e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -23195314.000000 Penalty: 5999.821289
	Iteration 239Q: 3 clusters Score -2.319531e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -23195366.000000 Penalty: 5999.821289
	Iteration 240F: 3 clusters Score -2.319537e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -23195390.000000 Penalty: 5999.821289
	Iteration 241Q: 3 clusters Score -2.319539e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 175697 members 
Entering Unmasked Estep 
Score: -23195378.000000 Penalty: 5999.821289
	Iteration 242Q: 3 clusters Score -2.319538e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -23195366.000000 Penalty: 5999.821289
	Iteration 243Q: 3 clusters Score -2.319537e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 176180 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 5999.821289
	Iteration 244Q: 3 clusters Score -2.319534e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 176377 members 
Entering Unmasked Estep 
Score: -23195290.000000 Penalty: 5999.821289
	Iteration 245Q: 3 clusters Score -2.319529e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -23195284.000000 Penalty: 5999.821289
	Iteration 246Q: 3 clusters Score -2.319528e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23195288.000000 Penalty: 5999.821289
	Iteration 247Q: 3 clusters Score -2.319529e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -23195330.000000 Penalty: 5999.821289
	Iteration 248Q: 3 clusters Score -2.319533e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 176941 members 
Entering Unmasked Estep 
Score: -23195336.000000 Penalty: 5999.821289
	Iteration 249Q: 3 clusters Score -2.319534e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 177032 members 
Entering Unmasked Estep 
Score: -23195352.000000 Penalty: 5999.821289
	Iteration 250Q: 3 clusters Score -2.319535e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -23195366.000000 Penalty: 5999.821289
	Iteration 251Q: 3 clusters Score -2.319537e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -23195372.000000 Penalty: 5999.821289
	Iteration 252Q: 3 clusters Score -2.319537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 177269 members 
Entering Unmasked Estep 
Score: -23195358.000000 Penalty: 5999.821289
	Iteration 253Q: 3 clusters Score -2.319536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -23195382.000000 Penalty: 5999.821289
	Iteration 254Q: 3 clusters Score -2.319538e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 177375 members 
Entering Unmasked Estep 
Score: -23195358.000000 Penalty: 5999.821289
	Iteration 255Q: 3 clusters Score -2.319536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -23195374.000000 Penalty: 5999.821289
	Iteration 256Q: 3 clusters Score -2.319537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -23195368.000000 Penalty: 5999.821289
	Iteration 257Q: 3 clusters Score -2.319537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -23195380.000000 Penalty: 5999.821289
	Iteration 258Q: 3 clusters Score -2.319538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -23195374.000000 Penalty: 5999.821289
	Iteration 259Q: 3 clusters Score -2.319537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 177527 members 
Entering Unmasked Estep 
Score: -23195384.000000 Penalty: 5999.821289
	Iteration 260F: 3 clusters Score -2.319538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -23195376.000000 Penalty: 5999.821289
	Iteration 261Q: 3 clusters Score -2.319538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 177570 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 5999.821289
	Iteration 262Q: 3 clusters Score -2.319536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -23195370.000000 Penalty: 5999.821289
	Iteration 263Q: 3 clusters Score -2.319537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 177593 members 
Entering Unmasked Estep 
Score: -23195380.000000 Penalty: 5999.821289
	Iteration 264Q: 3 clusters Score -2.319538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -23195364.000000 Penalty: 5999.821289
	Iteration 265Q: 3 clusters Score -2.319536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 177612 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 5999.821289
	Iteration 266Q: 3 clusters Score -2.319536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -23195360.000000 Penalty: 5999.821289
	Iteration 267Q: 3 clusters Score -2.319536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -23195368.000000 Penalty: 5999.821289
	Iteration 268Q: 3 clusters Score -2.319537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 5999.821289
	Iteration 269Q: 3 clusters Score -2.319536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -23195358.000000 Penalty: 5999.821289
	Iteration 270Q: 3 clusters Score -2.319536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 177640 members 
Entering Unmasked Estep 
Score: -23195356.000000 Penalty: 5999.821289
	Iteration 271Q: 3 clusters Score -2.319536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -23195354.000000 Penalty: 5999.821289
	Iteration 272Q: 3 clusters Score -2.319535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -23195356.000000 Penalty: 5999.821289
	Iteration 273Q: 3 clusters Score -2.319536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -23195376.000000 Penalty: 5999.821289
	Iteration 274Q: 3 clusters Score -2.319538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 177654 members 
Entering Unmasked Estep 
Score: -23195386.000000 Penalty: 5999.821289
	Iteration 275Q: 3 clusters Score -2.319539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -23195380.000000 Penalty: 5999.821289
	Iteration 276Q: 3 clusters Score -2.319538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 177662 members 
Entering Unmasked Estep 
Score: -23195372.000000 Penalty: 5999.821289
	Iteration 277Q: 3 clusters Score -2.319537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -23195390.000000 Penalty: 5999.821289
	Iteration 278Q: 3 clusters Score -2.319539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -23195394.000000 Penalty: 5999.821289
	Iteration 279Q: 3 clusters Score -2.319539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -23195394.000000 Penalty: 5999.821289
	Iteration 280F: 3 clusters Score -2.319539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197378 members 
Entering Unmasked Estep 
Score: -25501930.000000 Penalty: 3023.833252
	Iteration 0F: 2 clusters Score -2.550193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -25375732.000000 Penalty: 6047.666504
	Iteration 0F: 3 clusters Score -2.537573e+07 nChanged 95085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -25432440.000000 Penalty: 6047.666504
	Iteration 1F: 3 clusters Score -2.543244e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -25434052.000000 Penalty: 6047.666504
	Iteration 2Q: 3 clusters Score -2.543405e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -25435912.000000 Penalty: 6047.666504
	Iteration 3Q: 3 clusters Score -2.543591e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -25438096.000000 Penalty: 6047.666504
	Iteration 4Q: 3 clusters Score -2.54381e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -25440892.000000 Penalty: 6047.666504
	Iteration 5Q: 3 clusters Score -2.544089e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -25444566.000000 Penalty: 6047.666504
	Iteration 6Q: 3 clusters Score -2.544457e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 114673 members 
Entering Unmasked Estep 
Score: -25449120.000000 Penalty: 6047.666504
	Iteration 7Q: 3 clusters Score -2.544912e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -25454980.000000 Penalty: 6047.666504
	Iteration 8F: 3 clusters Score -2.545498e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -25462352.000000 Penalty: 6047.666504
	Iteration 9F: 3 clusters Score -2.546235e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 129409 members 
Entering Unmasked Estep 
Score: -25469276.000000 Penalty: 6047.666504
	Iteration 10F: 3 clusters Score -2.546928e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -25474246.000000 Penalty: 6047.666504
	Iteration 11Q: 3 clusters Score -2.547425e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -25476456.000000 Penalty: 6047.666504
	Iteration 12Q: 3 clusters Score -2.547646e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -25477626.000000 Penalty: 6047.666504
	Iteration 13Q: 3 clusters Score -2.547763e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -25478524.000000 Penalty: 6047.666504
	Iteration 14Q: 3 clusters Score -2.547852e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 146471 members 
Entering Unmasked Estep 
Score: -25479582.000000 Penalty: 6047.666504
	Iteration 15Q: 3 clusters Score -2.547958e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 150115 members 
Entering Unmasked Estep 
Score: -25480752.000000 Penalty: 6047.666504
	Iteration 16Q: 3 clusters Score -2.548075e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -25482212.000000 Penalty: 6047.666504
	Iteration 17Q: 3 clusters Score -2.548221e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -25483704.000000 Penalty: 6047.666504
	Iteration 18Q: 3 clusters Score -2.54837e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 162281 members 
Entering Unmasked Estep 
Score: -25485388.000000 Penalty: 6047.666504
	Iteration 19Q: 3 clusters Score -2.548539e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -25487366.000000 Penalty: 6047.666504
	Iteration 20F: 3 clusters Score -2.548737e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -25489374.000000 Penalty: 6047.666504
	Iteration 21Q: 3 clusters Score -2.548937e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -25491108.000000 Penalty: 6047.666504
	Iteration 22Q: 3 clusters Score -2.549111e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -25492612.000000 Penalty: 6047.666504
	Iteration 23Q: 3 clusters Score -2.549261e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 182640 members 
Entering Unmasked Estep 
Score: -25494020.000000 Penalty: 6047.666504
	Iteration 24Q: 3 clusters Score -2.549402e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 185679 members 
Entering Unmasked Estep 
Score: -25495190.000000 Penalty: 6047.666504
	Iteration 25Q: 3 clusters Score -2.549519e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -25496438.000000 Penalty: 6047.666504
	Iteration 26Q: 3 clusters Score -2.549644e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -25497376.000000 Penalty: 6047.666504
	Iteration 27Q: 3 clusters Score -2.549738e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -25498170.000000 Penalty: 6047.666504
	Iteration 28Q: 3 clusters Score -2.549817e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -25498612.000000 Penalty: 6047.666504
	Iteration 29Q: 3 clusters Score -2.549861e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 193899 members 
Entering Unmasked Estep 
Score: -25498850.000000 Penalty: 6047.666504
	Iteration 30Q: 3 clusters Score -2.549885e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 194532 members 
Entering Unmasked Estep 
Score: -25499048.000000 Penalty: 6047.666504
	Iteration 31Q: 3 clusters Score -2.549905e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 195001 members 
Entering Unmasked Estep 
Score: -25499198.000000 Penalty: 6047.666504
	Iteration 32Q: 3 clusters Score -2.54992e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 195356 members 
Entering Unmasked Estep 
Score: -25499274.000000 Penalty: 6047.666504
	Iteration 33Q: 3 clusters Score -2.549927e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 195625 members 
Entering Unmasked Estep 
Score: -25499426.000000 Penalty: 6047.666504
	Iteration 34Q: 3 clusters Score -2.549943e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 195840 members 
Entering Unmasked Estep 
Score: -25499562.000000 Penalty: 6047.666504
	Iteration 35Q: 3 clusters Score -2.549956e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 195995 members 
Entering Unmasked Estep 
Score: -25499662.000000 Penalty: 6047.666504
	Iteration 36Q: 3 clusters Score -2.549966e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 196089 members 
Entering Unmasked Estep 
Score: -25499738.000000 Penalty: 6047.666504
	Iteration 37Q: 3 clusters Score -2.549974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 196149 members 
Entering Unmasked Estep 
Score: -25499768.000000 Penalty: 6047.666504
	Iteration 38Q: 3 clusters Score -2.549977e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 196191 members 
Entering Unmasked Estep 
Score: -25499812.000000 Penalty: 6047.666504
	Iteration 39Q: 3 clusters Score -2.549981e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 196221 members 
Entering Unmasked Estep 
Score: -25499894.000000 Penalty: 6047.666504
	Iteration 40F: 3 clusters Score -2.549989e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 196240 members 
Entering Unmasked Estep 
Score: -25499912.000000 Penalty: 6047.666504
	Iteration 41Q: 3 clusters Score -2.549991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 196263 members 
Entering Unmasked Estep 
Score: -25499916.000000 Penalty: 6047.666504
	Iteration 42Q: 3 clusters Score -2.549992e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 196284 members 
Entering Unmasked Estep 
Score: -25499922.000000 Penalty: 6047.666504
	Iteration 43Q: 3 clusters Score -2.549992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 196296 members 
Entering Unmasked Estep 
Score: -25499950.000000 Penalty: 6047.666504
	Iteration 44Q: 3 clusters Score -2.549995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 196301 members 
Entering Unmasked Estep 
Score: -25499964.000000 Penalty: 6047.666504
	Iteration 45Q: 3 clusters Score -2.549996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 196301 members 
Entering Unmasked Estep 
Score: -25499976.000000 Penalty: 6047.666504
	Iteration 46Q: 3 clusters Score -2.549998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 196305 members 
Entering Unmasked Estep 
Score: -25499958.000000 Penalty: 6047.666504
	Iteration 47Q: 3 clusters Score -2.549996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 196307 members 
Entering Unmasked Estep 
Score: -25499982.000000 Penalty: 6047.666504
	Iteration 48Q: 3 clusters Score -2.549998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 196309 members 
Entering Unmasked Estep 
Score: -25499972.000000 Penalty: 6047.666504
	Iteration 49Q: 3 clusters Score -2.549997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 196308 members 
Entering Unmasked Estep 
Score: -25499984.000000 Penalty: 6047.666504
	Iteration 50Q: 3 clusters Score -2.549998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 196307 members 
Entering Unmasked Estep 
Score: -25499982.000000 Penalty: 6047.666504
	Iteration 51Q: 3 clusters Score -2.549998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 196308 members 
Entering Unmasked Estep 
Score: -25500002.000000 Penalty: 6047.666504
	Iteration 52Q: 3 clusters Score -2.55e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 196311 members 
Entering Unmasked Estep 
Score: -25499986.000000 Penalty: 6047.666504
	Iteration 53Q: 3 clusters Score -2.549999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 196314 members 
Entering Unmasked Estep 
Score: -25499994.000000 Penalty: 6047.666504
	Iteration 54Q: 3 clusters Score -2.549999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 196312 members 
Entering Unmasked Estep 
Score: -25500034.000000 Penalty: 6047.666504
	Iteration 55Q: 3 clusters Score -2.550003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 196310 members 
Entering Unmasked Estep 
Score: -25500022.000000 Penalty: 6047.666504
	Iteration 56Q: 3 clusters Score -2.550002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 196309 members 
Entering Unmasked Estep 
Score: -25500026.000000 Penalty: 6047.666504
	Iteration 57Q: 3 clusters Score -2.550003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 196306 members 
Entering Unmasked Estep 
Score: -25500022.000000 Penalty: 6047.666504
	Iteration 58Q: 3 clusters Score -2.550002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -25500018.000000 Penalty: 6047.666504
	Iteration 59Q: 3 clusters Score -2.550002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -25500022.000000 Penalty: 6047.666504
	Iteration 60F: 3 clusters Score -2.550002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 196304 members 
Entering Unmasked Estep 
Score: -25500020.000000 Penalty: 6047.666504
	Iteration 61Q: 3 clusters Score -2.550002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -25500020.000000 Penalty: 6047.666504
	Iteration 62Q: 3 clusters Score -2.550002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 196301 members 
Entering Unmasked Estep 
Score: -25500022.000000 Penalty: 6047.666504
	Iteration 63Q: 3 clusters Score -2.550002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 196300 members 
Entering Unmasked Estep 
Score: -25500020.000000 Penalty: 6047.666504
	Iteration 64Q: 3 clusters Score -2.550002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -25500034.000000 Penalty: 6047.666504
	Iteration 65Q: 3 clusters Score -2.550003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 196297 members 
Entering Unmasked Estep 
Score: -25500040.000000 Penalty: 6047.666504
	Iteration 66Q: 3 clusters Score -2.550004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -25500040.000000 Penalty: 6047.666504
	Iteration 67Q: 3 clusters Score -2.550004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 196301 members 
Entering Unmasked Estep 
Score: -25500048.000000 Penalty: 6047.666504
	Iteration 68Q: 3 clusters Score -2.550005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -25500060.000000 Penalty: 6047.666504
	Iteration 69Q: 3 clusters Score -2.550006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 196298 members 
Entering Unmasked Estep 
Score: -25500066.000000 Penalty: 6047.666504
	Iteration 70Q: 3 clusters Score -2.550007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -25500048.000000 Penalty: 6047.666504
	Iteration 71Q: 3 clusters Score -2.550005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 196301 members 
Entering Unmasked Estep 
Score: -25500050.000000 Penalty: 6047.666504
	Iteration 72Q: 3 clusters Score -2.550005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 196302 members 
Entering Unmasked Estep 
Score: -25500046.000000 Penalty: 6047.666504
	Iteration 73Q: 3 clusters Score -2.550005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -25500050.000000 Penalty: 6047.666504
	Iteration 74Q: 3 clusters Score -2.550005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -25500050.000000 Penalty: 6047.666504
	Iteration 75F: 3 clusters Score -2.550005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Entering Unmasked Estep 
Score: -5246210.000000 Penalty: 2628.967773
	Iteration 0F: 2 clusters Score -5246210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5219050.500000 Penalty: 5257.935547
	Iteration 0F: 3 clusters Score -5219050 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5229005.500000 Penalty: 5257.935547
	Iteration 1F: 3 clusters Score -5229006 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5229525.500000 Penalty: 5257.935547
	Iteration 2Q: 3 clusters Score -5229526 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5230086.500000 Penalty: 5257.935547
	Iteration 3Q: 3 clusters Score -5230086 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5230796.000000 Penalty: 5257.935547
	Iteration 4Q: 3 clusters Score -5230796 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5231774.000000 Penalty: 5257.935547
	Iteration 5Q: 3 clusters Score -5231774 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5233082.500000 Penalty: 5257.935547
	Iteration 6F: 3 clusters Score -5233082 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5234710.500000 Penalty: 5257.935547
	Iteration 7F: 3 clusters Score -5234710 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -5236679.500000 Penalty: 5257.935547
	Iteration 8F: 3 clusters Score -5236680 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -5238620.500000 Penalty: 5257.935547
	Iteration 9F: 3 clusters Score -5238620 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5240055.500000 Penalty: 5257.935547
	Iteration 10Q: 3 clusters Score -5240056 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -5240776.500000 Penalty: 5257.935547
	Iteration 11Q: 3 clusters Score -5240776 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5241161.500000 Penalty: 5257.935547
	Iteration 12Q: 3 clusters Score -5241162 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5241456.500000 Penalty: 5257.935547
	Iteration 13Q: 3 clusters Score -5241456 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5241739.500000 Penalty: 5257.935547
	Iteration 14Q: 3 clusters Score -5241740 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5241989.000000 Penalty: 5257.935547
	Iteration 15Q: 3 clusters Score -5241989 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5242239.000000 Penalty: 5257.935547
	Iteration 16Q: 3 clusters Score -5242239 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5242470.500000 Penalty: 5257.935547
	Iteration 17Q: 3 clusters Score -5242470 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5242741.000000 Penalty: 5257.935547
	Iteration 18Q: 3 clusters Score -5242741 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5242968.000000 Penalty: 5257.935547
	Iteration 19Q: 3 clusters Score -5242968 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5243126.500000 Penalty: 5257.935547
	Iteration 20F: 3 clusters Score -5243126 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5243262.500000 Penalty: 5257.935547
	Iteration 21Q: 3 clusters Score -5243262 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5243393.000000 Penalty: 5257.935547
	Iteration 22Q: 3 clusters Score -5243393 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5243517.000000 Penalty: 5257.935547
	Iteration 23Q: 3 clusters Score -5243517 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5243633.000000 Penalty: 5257.935547
	Iteration 24Q: 3 clusters Score -5243633 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5243708.500000 Penalty: 5257.935547
	Iteration 25Q: 3 clusters Score -5243708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5243786.500000 Penalty: 5257.935547
	Iteration 26Q: 3 clusters Score -5243786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5243844.500000 Penalty: 5257.935547
	Iteration 27Q: 3 clusters Score -5243844 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5243902.500000 Penalty: 5257.935547
	Iteration 28Q: 3 clusters Score -5243902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5243958.000000 Penalty: 5257.935547
	Iteration 29Q: 3 clusters Score -5243958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5244001.500000 Penalty: 5257.935547
	Iteration 30Q: 3 clusters Score -5244002 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5244043.000000 Penalty: 5257.935547
	Iteration 31Q: 3 clusters Score -5244043 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5244070.500000 Penalty: 5257.935547
	Iteration 32Q: 3 clusters Score -5244070 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5244102.500000 Penalty: 5257.935547
	Iteration 33Q: 3 clusters Score -5244102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5244132.500000 Penalty: 5257.935547
	Iteration 34Q: 3 clusters Score -5244132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5244159.000000 Penalty: 5257.935547
	Iteration 35Q: 3 clusters Score -5244159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5244178.000000 Penalty: 5257.935547
	Iteration 36Q: 3 clusters Score -5244178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5244204.500000 Penalty: 5257.935547
	Iteration 37Q: 3 clusters Score -5244204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5244226.500000 Penalty: 5257.935547
	Iteration 38Q: 3 clusters Score -5244226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5244240.500000 Penalty: 5257.935547
	Iteration 39Q: 3 clusters Score -5244240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5244250.000000 Penalty: 5257.935547
	Iteration 40F: 3 clusters Score -5244250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5244258.000000 Penalty: 5257.935547
	Iteration 41Q: 3 clusters Score -5244258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5244273.500000 Penalty: 5257.935547
	Iteration 42Q: 3 clusters Score -5244274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5244293.500000 Penalty: 5257.935547
	Iteration 43Q: 3 clusters Score -5244294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5244287.500000 Penalty: 5257.935547
	Iteration 44Q: 3 clusters Score -5244288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5244303.500000 Penalty: 5257.935547
	Iteration 45Q: 3 clusters Score -5244304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5244312.000000 Penalty: 5257.935547
	Iteration 46Q: 3 clusters Score -5244312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5244315.500000 Penalty: 5257.935547
	Iteration 47Q: 3 clusters Score -5244316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5244320.000000 Penalty: 5257.935547
	Iteration 48Q: 3 clusters Score -5244320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5244333.500000 Penalty: 5257.935547
	Iteration 49Q: 3 clusters Score -5244334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5244350.500000 Penalty: 5257.935547
	Iteration 50Q: 3 clusters Score -5244350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5244347.500000 Penalty: 5257.935547
	Iteration 51Q: 3 clusters Score -5244348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5244357.500000 Penalty: 5257.935547
	Iteration 52Q: 3 clusters Score -5244358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5244363.000000 Penalty: 5257.935547
	Iteration 53Q: 3 clusters Score -5244363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5244368.500000 Penalty: 5257.935547
	Iteration 54Q: 3 clusters Score -5244368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5244374.000000 Penalty: 5257.935547
	Iteration 55Q: 3 clusters Score -5244374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5244378.500000 Penalty: 5257.935547
	Iteration 56Q: 3 clusters Score -5244378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5244379.000000 Penalty: 5257.935547
	Iteration 57Q: 3 clusters Score -5244379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5244380.000000 Penalty: 5257.935547
	Iteration 58Q: 3 clusters Score -5244380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5244387.500000 Penalty: 5257.935547
	Iteration 59Q: 3 clusters Score -5244388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5244387.500000 Penalty: 5257.935547
	Iteration 60F: 3 clusters Score -5244388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5244382.000000 Penalty: 5257.935547
	Iteration 61Q: 3 clusters Score -5244382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5244389.500000 Penalty: 5257.935547
	Iteration 62Q: 3 clusters Score -5244390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5244388.500000 Penalty: 5257.935547
	Iteration 63Q: 3 clusters Score -5244388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5244388.000000 Penalty: 5257.935547
	Iteration 64Q: 3 clusters Score -5244388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5244385.000000 Penalty: 5257.935547
	Iteration 65Q: 3 clusters Score -5244385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5244386.500000 Penalty: 5257.935547
	Iteration 66Q: 3 clusters Score -5244386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5244390.000000 Penalty: 5257.935547
	Iteration 67Q: 3 clusters Score -5244390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5244388.500000 Penalty: 5257.935547
	Iteration 68Q: 3 clusters Score -5244388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5244394.000000 Penalty: 5257.935547
	Iteration 69Q: 3 clusters Score -5244394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5244389.500000 Penalty: 5257.935547
	Iteration 70Q: 3 clusters Score -5244390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5244396.500000 Penalty: 5257.935547
	Iteration 71Q: 3 clusters Score -5244396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5244402.000000 Penalty: 5257.935547
	Iteration 72Q: 3 clusters Score -5244402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5244403.000000 Penalty: 5257.935547
	Iteration 73Q: 3 clusters Score -5244403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5244409.000000 Penalty: 5257.935547
	Iteration 74Q: 3 clusters Score -5244409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5244417.000000 Penalty: 5257.935547
	Iteration 75Q: 3 clusters Score -5244417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5244426.500000 Penalty: 5257.935547
	Iteration 76Q: 3 clusters Score -5244426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5244422.000000 Penalty: 5257.935547
	Iteration 77Q: 3 clusters Score -5244422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5244427.500000 Penalty: 5257.935547
	Iteration 78Q: 3 clusters Score -5244428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5244433.500000 Penalty: 5257.935547
	Iteration 79Q: 3 clusters Score -5244434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5244434.000000 Penalty: 5257.935547
	Iteration 80F: 3 clusters Score -5244434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5244429.000000 Penalty: 5257.935547
	Iteration 81Q: 3 clusters Score -5244429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5244440.500000 Penalty: 5257.935547
	Iteration 82Q: 3 clusters Score -5244440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5244444.000000 Penalty: 5257.935547
	Iteration 83Q: 3 clusters Score -5244444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5244449.000000 Penalty: 5257.935547
	Iteration 84Q: 3 clusters Score -5244449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5244446.000000 Penalty: 5257.935547
	Iteration 85Q: 3 clusters Score -5244446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5244455.000000 Penalty: 5257.935547
	Iteration 86Q: 3 clusters Score -5244455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5244458.500000 Penalty: 5257.935547
	Iteration 87Q: 3 clusters Score -5244458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5244462.000000 Penalty: 5257.935547
	Iteration 88Q: 3 clusters Score -5244462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5244470.000000 Penalty: 5257.935547
	Iteration 89Q: 3 clusters Score -5244470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5244469.000000 Penalty: 5257.935547
	Iteration 90Q: 3 clusters Score -5244469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5244469.500000 Penalty: 5257.935547
	Iteration 91Q: 3 clusters Score -5244470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5244470.500000 Penalty: 5257.935547
	Iteration 92Q: 3 clusters Score -5244470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5244476.500000 Penalty: 5257.935547
	Iteration 93Q: 3 clusters Score -5244476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5244479.500000 Penalty: 5257.935547
	Iteration 94Q: 3 clusters Score -5244480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5244485.000000 Penalty: 5257.935547
	Iteration 95Q: 3 clusters Score -5244485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5244487.000000 Penalty: 5257.935547
	Iteration 96Q: 3 clusters Score -5244487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5244481.000000 Penalty: 5257.935547
	Iteration 97Q: 3 clusters Score -5244481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5244482.500000 Penalty: 5257.935547
	Iteration 98Q: 3 clusters Score -5244482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5244487.000000 Penalty: 5257.935547
	Iteration 99Q: 3 clusters Score -5244487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5244494.500000 Penalty: 5257.935547
	Iteration 100F: 3 clusters Score -5244494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5244492.500000 Penalty: 5257.935547
	Iteration 101Q: 3 clusters Score -5244492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5244486.500000 Penalty: 5257.935547
	Iteration 102Q: 3 clusters Score -5244486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5244486.500000 Penalty: 5257.935547
	Iteration 103Q: 3 clusters Score -5244486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5244488.000000 Penalty: 5257.935547
	Iteration 104Q: 3 clusters Score -5244488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5244491.500000 Penalty: 5257.935547
	Iteration 105Q: 3 clusters Score -5244492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5244486.000000 Penalty: 5257.935547
	Iteration 106Q: 3 clusters Score -5244486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5244486.000000 Penalty: 5257.935547
	Iteration 107F: 3 clusters Score -5244486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -160719.937500 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -160719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158630.765625 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -158630.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159073.453125 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -159073.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159224.109375 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -159224.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159342.562500 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -159342.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159478.218750 Penalty: 3574.363281
	Iteration 4F: 3 clusters Score -159478.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159606.250000 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -159606.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159695.984375 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -159696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159768.750000 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -159768.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159870.562500 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -159870.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159946.796875 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -159946.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -160006.875000 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -160006.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160053.359375 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -160053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -160073.531250 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -160073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160103.390625 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -160103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160122.421875 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -160122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -160134.468750 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -160134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160144.093750 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -160144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160150.468750 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -160150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -160176.046875 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -160176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160199.093750 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -160199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160215.640625 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -160215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -160304.421875 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -160304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160325.656250 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -160325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160329.343750 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -160329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160330.843750 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -160330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160330.843750 Penalty: 3574.363281
	Iteration 25F: 3 clusters Score -160330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -1770071.500000 Penalty: 2359.452393
	Iteration 0F: 2 clusters Score -1770072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1760063.000000 Penalty: 4718.904785
	Iteration 0F: 3 clusters Score -1760063 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1763202.875000 Penalty: 4718.904785
	Iteration 1F: 3 clusters Score -1763203 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1763481.750000 Penalty: 4718.904785
	Iteration 2F: 3 clusters Score -1763482 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1763668.375000 Penalty: 4718.904785
	Iteration 3Q: 3 clusters Score -1763668 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1763819.000000 Penalty: 4718.904785
	Iteration 4Q: 3 clusters Score -1763819 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1763952.750000 Penalty: 4718.904785
	Iteration 5Q: 3 clusters Score -1763953 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1764109.000000 Penalty: 4718.904785
	Iteration 6Q: 3 clusters Score -1764109 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1764232.625000 Penalty: 4718.904785
	Iteration 7Q: 3 clusters Score -1764233 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1764359.875000 Penalty: 4718.904785
	Iteration 8Q: 3 clusters Score -1764360 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1764521.500000 Penalty: 4718.904785
	Iteration 9Q: 3 clusters Score -1764522 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1764734.625000 Penalty: 4718.904785
	Iteration 10Q: 3 clusters Score -1764735 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1764952.375000 Penalty: 4718.904785
	Iteration 11Q: 3 clusters Score -1764952 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1765211.375000 Penalty: 4718.904785
	Iteration 12Q: 3 clusters Score -1765211 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1765487.875000 Penalty: 4718.904785
	Iteration 13Q: 3 clusters Score -1765488 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1765783.000000 Penalty: 4718.904785
	Iteration 14Q: 3 clusters Score -1765783 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1766117.125000 Penalty: 4718.904785
	Iteration 15Q: 3 clusters Score -1766117 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1766482.500000 Penalty: 4718.904785
	Iteration 16Q: 3 clusters Score -1766482 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1766803.750000 Penalty: 4718.904785
	Iteration 17Q: 3 clusters Score -1766804 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1767095.625000 Penalty: 4718.904785
	Iteration 18Q: 3 clusters Score -1767096 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1767313.125000 Penalty: 4718.904785
	Iteration 19Q: 3 clusters Score -1767313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1767480.500000 Penalty: 4718.904785
	Iteration 20F: 3 clusters Score -1767480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1767617.250000 Penalty: 4718.904785
	Iteration 21Q: 3 clusters Score -1767617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1767729.625000 Penalty: 4718.904785
	Iteration 22Q: 3 clusters Score -1767730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1767800.625000 Penalty: 4718.904785
	Iteration 23Q: 3 clusters Score -1767801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1767854.250000 Penalty: 4718.904785
	Iteration 24Q: 3 clusters Score -1767854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1767890.375000 Penalty: 4718.904785
	Iteration 25Q: 3 clusters Score -1767890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1767909.500000 Penalty: 4718.904785
	Iteration 26Q: 3 clusters Score -1767910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1767930.500000 Penalty: 4718.904785
	Iteration 27Q: 3 clusters Score -1767930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1767943.375000 Penalty: 4718.904785
	Iteration 28Q: 3 clusters Score -1767943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1767952.000000 Penalty: 4718.904785
	Iteration 29Q: 3 clusters Score -1767952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1767966.875000 Penalty: 4718.904785
	Iteration 30Q: 3 clusters Score -1767967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1767983.375000 Penalty: 4718.904785
	Iteration 31Q: 3 clusters Score -1767983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1767999.375000 Penalty: 4718.904785
	Iteration 32Q: 3 clusters Score -1767999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1768014.125000 Penalty: 4718.904785
	Iteration 33Q: 3 clusters Score -1768014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1768019.375000 Penalty: 4718.904785
	Iteration 34Q: 3 clusters Score -1768019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1768021.500000 Penalty: 4718.904785
	Iteration 35Q: 3 clusters Score -1768022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1768024.875000 Penalty: 4718.904785
	Iteration 36Q: 3 clusters Score -1768025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1768023.625000 Penalty: 4718.904785
	Iteration 37Q: 3 clusters Score -1768024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1768023.625000 Penalty: 4718.904785
	Iteration 38F: 3 clusters Score -1768024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Entering Unmasked Estep 
Score: -2636571.750000 Penalty: 2462.043457
	Iteration 0F: 2 clusters Score -2636572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2622183.000000 Penalty: 4924.086914
	Iteration 0F: 3 clusters Score -2622183 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2626902.500000 Penalty: 4924.086914
	Iteration 1F: 3 clusters Score -2626902 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2627233.000000 Penalty: 4924.086914
	Iteration 2Q: 3 clusters Score -2627233 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2627495.000000 Penalty: 4924.086914
	Iteration 3Q: 3 clusters Score -2627495 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2627755.000000 Penalty: 4924.086914
	Iteration 4Q: 3 clusters Score -2627755 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2628111.000000 Penalty: 4924.086914
	Iteration 5Q: 3 clusters Score -2628111 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2628659.250000 Penalty: 4924.086914
	Iteration 6Q: 3 clusters Score -2628659 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2629414.250000 Penalty: 4924.086914
	Iteration 7F: 3 clusters Score -2629414 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2630412.500000 Penalty: 4924.086914
	Iteration 8F: 3 clusters Score -2630412 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2631550.500000 Penalty: 4924.086914
	Iteration 9F: 3 clusters Score -2631550 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2632758.000000 Penalty: 4924.086914
	Iteration 10F: 3 clusters Score -2632758 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2633761.000000 Penalty: 4924.086914
	Iteration 11F: 3 clusters Score -2633761 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2634304.500000 Penalty: 4924.086914
	Iteration 12Q: 3 clusters Score -2634304 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2634543.250000 Penalty: 4924.086914
	Iteration 13Q: 3 clusters Score -2634543 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2634647.500000 Penalty: 4924.086914
	Iteration 14Q: 3 clusters Score -2634648 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2634699.250000 Penalty: 4924.086914
	Iteration 15Q: 3 clusters Score -2634699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2634731.750000 Penalty: 4924.086914
	Iteration 16Q: 3 clusters Score -2634732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2634765.750000 Penalty: 4924.086914
	Iteration 17Q: 3 clusters Score -2634766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2634785.500000 Penalty: 4924.086914
	Iteration 18Q: 3 clusters Score -2634786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2634804.000000 Penalty: 4924.086914
	Iteration 19Q: 3 clusters Score -2634804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2634821.000000 Penalty: 4924.086914
	Iteration 20F: 3 clusters Score -2634821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2634835.250000 Penalty: 4924.086914
	Iteration 21Q: 3 clusters Score -2634835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2634835.000000 Penalty: 4924.086914
	Iteration 22Q: 3 clusters Score -2634835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2634843.750000 Penalty: 4924.086914
	Iteration 23Q: 3 clusters Score -2634844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2634853.250000 Penalty: 4924.086914
	Iteration 24Q: 3 clusters Score -2634853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2634870.750000 Penalty: 4924.086914
	Iteration 25Q: 3 clusters Score -2634871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2634879.500000 Penalty: 4924.086914
	Iteration 26Q: 3 clusters Score -2634880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2634889.500000 Penalty: 4924.086914
	Iteration 27Q: 3 clusters Score -2634890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2634910.000000 Penalty: 4924.086914
	Iteration 28Q: 3 clusters Score -2634910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2634935.250000 Penalty: 4924.086914
	Iteration 29Q: 3 clusters Score -2634935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2634966.750000 Penalty: 4924.086914
	Iteration 30Q: 3 clusters Score -2634967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2635017.000000 Penalty: 4924.086914
	Iteration 31Q: 3 clusters Score -2635017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2635076.750000 Penalty: 4924.086914
	Iteration 32Q: 3 clusters Score -2635077 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2635134.750000 Penalty: 4924.086914
	Iteration 33Q: 3 clusters Score -2635135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2635200.750000 Penalty: 4924.086914
	Iteration 34Q: 3 clusters Score -2635201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2635228.250000 Penalty: 4924.086914
	Iteration 35Q: 3 clusters Score -2635228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2635262.250000 Penalty: 4924.086914
	Iteration 36Q: 3 clusters Score -2635262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2635284.250000 Penalty: 4924.086914
	Iteration 37Q: 3 clusters Score -2635284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2635300.250000 Penalty: 4924.086914
	Iteration 38Q: 3 clusters Score -2635300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2635313.500000 Penalty: 4924.086914
	Iteration 39Q: 3 clusters Score -2635314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2635326.250000 Penalty: 4924.086914
	Iteration 40F: 3 clusters Score -2635326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2635320.000000 Penalty: 4924.086914
	Iteration 41Q: 3 clusters Score -2635320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2635328.000000 Penalty: 4924.086914
	Iteration 42Q: 3 clusters Score -2635328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2635337.500000 Penalty: 4924.086914
	Iteration 43Q: 3 clusters Score -2635338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2635331.500000 Penalty: 4924.086914
	Iteration 44Q: 3 clusters Score -2635332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2635336.000000 Penalty: 4924.086914
	Iteration 45Q: 3 clusters Score -2635336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2635340.750000 Penalty: 4924.086914
	Iteration 46Q: 3 clusters Score -2635341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2635339.500000 Penalty: 4924.086914
	Iteration 47Q: 3 clusters Score -2635340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2635342.000000 Penalty: 4924.086914
	Iteration 48Q: 3 clusters Score -2635342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2635346.750000 Penalty: 4924.086914
	Iteration 49Q: 3 clusters Score -2635347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2635352.750000 Penalty: 4924.086914
	Iteration 50Q: 3 clusters Score -2635353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2635356.750000 Penalty: 4924.086914
	Iteration 51Q: 3 clusters Score -2635357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2635353.250000 Penalty: 4924.086914
	Iteration 52Q: 3 clusters Score -2635353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2635352.250000 Penalty: 4924.086914
	Iteration 53Q: 3 clusters Score -2635352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2635356.000000 Penalty: 4924.086914
	Iteration 54Q: 3 clusters Score -2635356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2635360.250000 Penalty: 4924.086914
	Iteration 55Q: 3 clusters Score -2635360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2635359.500000 Penalty: 4924.086914
	Iteration 56Q: 3 clusters Score -2635360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2635361.250000 Penalty: 4924.086914
	Iteration 57Q: 3 clusters Score -2635361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2635363.000000 Penalty: 4924.086914
	Iteration 58Q: 3 clusters Score -2635363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2635361.000000 Penalty: 4924.086914
	Iteration 59Q: 3 clusters Score -2635361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2635360.000000 Penalty: 4924.086914
	Iteration 60F: 3 clusters Score -2635360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2635362.750000 Penalty: 4924.086914
	Iteration 61Q: 3 clusters Score -2635363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2635361.250000 Penalty: 4924.086914
	Iteration 62Q: 3 clusters Score -2635361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2635358.250000 Penalty: 4924.086914
	Iteration 63Q: 3 clusters Score -2635358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2635358.000000 Penalty: 4924.086914
	Iteration 64Q: 3 clusters Score -2635358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2635359.000000 Penalty: 4924.086914
	Iteration 65Q: 3 clusters Score -2635359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2635359.000000 Penalty: 4924.086914
	Iteration 66F: 3 clusters Score -2635359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Entering Unmasked Estep 
Score: -2257547.500000 Penalty: 2420.370850
	Iteration 0F: 2 clusters Score -2257548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2245155.250000 Penalty: 4840.741699
	Iteration 0F: 3 clusters Score -2245155 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2249035.250000 Penalty: 4840.741699
	Iteration 1F: 3 clusters Score -2249035 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2249373.000000 Penalty: 4840.741699
	Iteration 2F: 3 clusters Score -2249373 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2249682.000000 Penalty: 4840.741699
	Iteration 3Q: 3 clusters Score -2249682 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2249951.500000 Penalty: 4840.741699
	Iteration 4Q: 3 clusters Score -2249952 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2250234.750000 Penalty: 4840.741699
	Iteration 5Q: 3 clusters Score -2250235 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2250569.750000 Penalty: 4840.741699
	Iteration 6Q: 3 clusters Score -2250570 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2250963.000000 Penalty: 4840.741699
	Iteration 7Q: 3 clusters Score -2250963 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2251459.250000 Penalty: 4840.741699
	Iteration 8F: 3 clusters Score -2251459 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2252039.500000 Penalty: 4840.741699
	Iteration 9F: 3 clusters Score -2252040 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2252731.500000 Penalty: 4840.741699
	Iteration 10F: 3 clusters Score -2252732 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2253532.000000 Penalty: 4840.741699
	Iteration 11F: 3 clusters Score -2253532 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2254204.000000 Penalty: 4840.741699
	Iteration 12Q: 3 clusters Score -2254204 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2254612.500000 Penalty: 4840.741699
	Iteration 13Q: 3 clusters Score -2254612 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2254829.750000 Penalty: 4840.741699
	Iteration 14Q: 3 clusters Score -2254830 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2254936.000000 Penalty: 4840.741699
	Iteration 15Q: 3 clusters Score -2254936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2255033.250000 Penalty: 4840.741699
	Iteration 16Q: 3 clusters Score -2255033 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2255084.000000 Penalty: 4840.741699
	Iteration 17Q: 3 clusters Score -2255084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2255138.500000 Penalty: 4840.741699
	Iteration 18Q: 3 clusters Score -2255138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2255182.000000 Penalty: 4840.741699
	Iteration 19Q: 3 clusters Score -2255182 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2255228.750000 Penalty: 4840.741699
	Iteration 20F: 3 clusters Score -2255229 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2255258.750000 Penalty: 4840.741699
	Iteration 21Q: 3 clusters Score -2255259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2255293.250000 Penalty: 4840.741699
	Iteration 22Q: 3 clusters Score -2255293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2255330.000000 Penalty: 4840.741699
	Iteration 23Q: 3 clusters Score -2255330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2255358.750000 Penalty: 4840.741699
	Iteration 24Q: 3 clusters Score -2255359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2255390.500000 Penalty: 4840.741699
	Iteration 25Q: 3 clusters Score -2255390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2255407.750000 Penalty: 4840.741699
	Iteration 26Q: 3 clusters Score -2255408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2255433.250000 Penalty: 4840.741699
	Iteration 27Q: 3 clusters Score -2255433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2255456.000000 Penalty: 4840.741699
	Iteration 28Q: 3 clusters Score -2255456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2255476.750000 Penalty: 4840.741699
	Iteration 29Q: 3 clusters Score -2255477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2255501.250000 Penalty: 4840.741699
	Iteration 30Q: 3 clusters Score -2255501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2255532.000000 Penalty: 4840.741699
	Iteration 31Q: 3 clusters Score -2255532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2255545.250000 Penalty: 4840.741699
	Iteration 32Q: 3 clusters Score -2255545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2255561.500000 Penalty: 4840.741699
	Iteration 33Q: 3 clusters Score -2255562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2255581.500000 Penalty: 4840.741699
	Iteration 34Q: 3 clusters Score -2255582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2255586.000000 Penalty: 4840.741699
	Iteration 35Q: 3 clusters Score -2255586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2255601.500000 Penalty: 4840.741699
	Iteration 36Q: 3 clusters Score -2255602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2255610.750000 Penalty: 4840.741699
	Iteration 37Q: 3 clusters Score -2255611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2255623.250000 Penalty: 4840.741699
	Iteration 38Q: 3 clusters Score -2255623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2255631.000000 Penalty: 4840.741699
	Iteration 39Q: 3 clusters Score -2255631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2255630.500000 Penalty: 4840.741699
	Iteration 40F: 3 clusters Score -2255630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2255641.000000 Penalty: 4840.741699
	Iteration 41Q: 3 clusters Score -2255641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2255647.750000 Penalty: 4840.741699
	Iteration 42Q: 3 clusters Score -2255648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2255649.250000 Penalty: 4840.741699
	Iteration 43Q: 3 clusters Score -2255649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2255660.500000 Penalty: 4840.741699
	Iteration 44Q: 3 clusters Score -2255660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2255666.750000 Penalty: 4840.741699
	Iteration 45Q: 3 clusters Score -2255667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2255682.500000 Penalty: 4840.741699
	Iteration 46Q: 3 clusters Score -2255682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2255683.000000 Penalty: 4840.741699
	Iteration 47Q: 3 clusters Score -2255683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2255687.750000 Penalty: 4840.741699
	Iteration 48Q: 3 clusters Score -2255688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2255691.250000 Penalty: 4840.741699
	Iteration 49Q: 3 clusters Score -2255691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2255692.500000 Penalty: 4840.741699
	Iteration 50Q: 3 clusters Score -2255692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2255694.750000 Penalty: 4840.741699
	Iteration 51Q: 3 clusters Score -2255695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2255706.250000 Penalty: 4840.741699
	Iteration 52Q: 3 clusters Score -2255706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2255703.750000 Penalty: 4840.741699
	Iteration 53Q: 3 clusters Score -2255704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2255700.250000 Penalty: 4840.741699
	Iteration 54Q: 3 clusters Score -2255700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2255705.250000 Penalty: 4840.741699
	Iteration 55Q: 3 clusters Score -2255705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2255706.250000 Penalty: 4840.741699
	Iteration 56Q: 3 clusters Score -2255706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2255705.750000 Penalty: 4840.741699
	Iteration 57Q: 3 clusters Score -2255706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2255709.750000 Penalty: 4840.741699
	Iteration 58Q: 3 clusters Score -2255710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2255711.250000 Penalty: 4840.741699
	Iteration 59Q: 3 clusters Score -2255711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2255710.500000 Penalty: 4840.741699
	Iteration 60F: 3 clusters Score -2255710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2255711.750000 Penalty: 4840.741699
	Iteration 61Q: 3 clusters Score -2255712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2255712.500000 Penalty: 4840.741699
	Iteration 62Q: 3 clusters Score -2255712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2255714.750000 Penalty: 4840.741699
	Iteration 63Q: 3 clusters Score -2255715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2255718.250000 Penalty: 4840.741699
	Iteration 64Q: 3 clusters Score -2255718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2255720.500000 Penalty: 4840.741699
	Iteration 65Q: 3 clusters Score -2255720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2255720.500000 Penalty: 4840.741699
	Iteration 66Q: 3 clusters Score -2255720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2255723.250000 Penalty: 4840.741699
	Iteration 67Q: 3 clusters Score -2255723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2255727.250000 Penalty: 4840.741699
	Iteration 68Q: 3 clusters Score -2255727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2255731.000000 Penalty: 4840.741699
	Iteration 69Q: 3 clusters Score -2255731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2255733.000000 Penalty: 4840.741699
	Iteration 70Q: 3 clusters Score -2255733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2255732.750000 Penalty: 4840.741699
	Iteration 71Q: 3 clusters Score -2255733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2255734.750000 Penalty: 4840.741699
	Iteration 72Q: 3 clusters Score -2255735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2255735.500000 Penalty: 4840.741699
	Iteration 73Q: 3 clusters Score -2255736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2255734.250000 Penalty: 4840.741699
	Iteration 74Q: 3 clusters Score -2255734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2255732.750000 Penalty: 4840.741699
	Iteration 75Q: 3 clusters Score -2255733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2255732.750000 Penalty: 4840.741699
	Iteration 76F: 3 clusters Score -2255733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -61514.671875 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -61514.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59969.945312 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -59969.95 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60261.632812 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -60261.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60423.156250 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -60423.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60625.578125 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -60625.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60918.449219 Penalty: 3159.470947
	Iteration 4F: 3 clusters Score -60918.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61050.468750 Penalty: 3159.470947
	Iteration 5F: 3 clusters Score -61050.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61137.847656 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61137.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61183.945312 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61183.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -61213.238281 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -61213.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61229.691406 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -61229.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61250.281250 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -61250.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61258.242188 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -61258.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61272.183594 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -61272.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61301.316406 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -61301.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61336.203125 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -61336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61352.730469 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -61352.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61389.667969 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -61389.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61438.484375 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -61438.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -61522.089844 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -61522.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61675.976562 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -61675.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -61707.824219 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -61707.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -61719.261719 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -61719.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61728.609375 Penalty: 3159.470947
	Iteration 22Q: 3 clusters Score -61728.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61728.609375 Penalty: 3159.470947
	Iteration 23F: 3 clusters Score -61728.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 50385 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179228 members 
Mstep: Class 6 contains 197378 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 20488 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 117 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 17 contains 166927 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 156523 members 
Mstep: Class 23 contains 180444 members 
Mstep: Class 24 contains 467 members 
Entering Unmasked Estep 
Score: -166458656.000000 Penalty: 83866.898438
Splitting cluster 12 changes total score from -166460048.000000 to -166458656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -64555.714844 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -64555.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63014.582031 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -63014.58 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63411.980469 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -63411.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63645.312500 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -63645.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63888.953125 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -63888.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64098.125000 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -64098.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64379.015625 Penalty: 3218.645508
	Iteration 5F: 3 clusters Score -64379.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64513.816406 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -64513.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64614.109375 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -64614.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64890.847656 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -64890.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64962.726562 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -64962.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65027.500000 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -65027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65042.394531 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -65042.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65042.394531 Penalty: 3218.645508
	Iteration 12F: 3 clusters Score -65042.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 50385 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179228 members 
Mstep: Class 6 contains 197378 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 20488 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 17 contains 166927 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 156523 members 
Mstep: Class 23 contains 180444 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
Score: -166459200.000000 Penalty: 83866.898438
Splitting cluster 13 changes total score from -166460048.000000 to -166459200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (29123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Entering Unmasked Estep 
Score: -3744623.000000 Penalty: 2549.262207
	Iteration 0F: 2 clusters Score -3744623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3724456.500000 Penalty: 5098.524414
	Iteration 0F: 3 clusters Score -3724456 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3731609.750000 Penalty: 5098.524414
	Iteration 1F: 3 clusters Score -3731610 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3732009.500000 Penalty: 5098.524414
	Iteration 2Q: 3 clusters Score -3732010 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3732323.250000 Penalty: 5098.524414
	Iteration 3Q: 3 clusters Score -3732323 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3732577.750000 Penalty: 5098.524414
	Iteration 4Q: 3 clusters Score -3732578 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3732861.000000 Penalty: 5098.524414
	Iteration 5Q: 3 clusters Score -3732861 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3733142.500000 Penalty: 5098.524414
	Iteration 6Q: 3 clusters Score -3733142 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3733480.750000 Penalty: 5098.524414
	Iteration 7Q: 3 clusters Score -3733481 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3734070.500000 Penalty: 5098.524414
	Iteration 8Q: 3 clusters Score -3734070 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3734972.500000 Penalty: 5098.524414
	Iteration 9F: 3 clusters Score -3734972 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3736244.500000 Penalty: 5098.524414
	Iteration 10F: 3 clusters Score -3736244 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3737929.000000 Penalty: 5098.524414
	Iteration 11F: 3 clusters Score -3737929 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3739630.000000 Penalty: 5098.524414
	Iteration 12F: 3 clusters Score -3739630 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3740921.250000 Penalty: 5098.524414
	Iteration 13Q: 3 clusters Score -3740921 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3741673.000000 Penalty: 5098.524414
	Iteration 14Q: 3 clusters Score -3741673 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3742046.000000 Penalty: 5098.524414
	Iteration 15Q: 3 clusters Score -3742046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3742227.000000 Penalty: 5098.524414
	Iteration 16Q: 3 clusters Score -3742227 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3742331.000000 Penalty: 5098.524414
	Iteration 17Q: 3 clusters Score -3742331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3742396.000000 Penalty: 5098.524414
	Iteration 18Q: 3 clusters Score -3742396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3742431.500000 Penalty: 5098.524414
	Iteration 19Q: 3 clusters Score -3742432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3742454.750000 Penalty: 5098.524414
	Iteration 20F: 3 clusters Score -3742455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3742467.250000 Penalty: 5098.524414
	Iteration 21Q: 3 clusters Score -3742467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3742474.000000 Penalty: 5098.524414
	Iteration 22Q: 3 clusters Score -3742474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3742484.250000 Penalty: 5098.524414
	Iteration 23Q: 3 clusters Score -3742484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3742500.750000 Penalty: 5098.524414
	Iteration 24Q: 3 clusters Score -3742501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3742496.000000 Penalty: 5098.524414
	Iteration 25Q: 3 clusters Score -3742496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3742496.000000 Penalty: 5098.524414
	Iteration 26F: 3 clusters Score -3742496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -69170.382812 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -69170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67564.890625 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -67564.89 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67747.453125 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -67747.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67814.281250 Penalty: 3153.489746
	Iteration 2Q: 3 clusters Score -67814.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67842.218750 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -67842.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67861.367188 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -67861.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67866.906250 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -67866.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67871.789062 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -67871.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67873.406250 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -67873.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67873.406250 Penalty: 3153.489746
	Iteration 8F: 3 clusters Score -67873.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Entering Unmasked Estep 
Score: -9069592.000000 Penalty: 2775.483643
	Iteration 0F: 2 clusters Score -9069592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -9021101.000000 Penalty: 5550.967285
	Iteration 0F: 3 clusters Score -9021101 nChanged 33831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -9039740.000000 Penalty: 5550.967285
	Iteration 1F: 3 clusters Score -9039740 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9040315.000000 Penalty: 5550.967285
	Iteration 2Q: 3 clusters Score -9040315 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -9040836.000000 Penalty: 5550.967285
	Iteration 3Q: 3 clusters Score -9040836 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -9041426.000000 Penalty: 5550.967285
	Iteration 4Q: 3 clusters Score -9041426 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9042353.000000 Penalty: 5550.967285
	Iteration 5Q: 3 clusters Score -9042353 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -9043327.000000 Penalty: 5550.967285
	Iteration 6Q: 3 clusters Score -9043327 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -9044650.000000 Penalty: 5550.967285
	Iteration 7Q: 3 clusters Score -9044650 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -9046423.000000 Penalty: 5550.967285
	Iteration 8Q: 3 clusters Score -9046423 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -9048177.000000 Penalty: 5550.967285
	Iteration 9F: 3 clusters Score -9048177 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -9049701.000000 Penalty: 5550.967285
	Iteration 10F: 3 clusters Score -9049701 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -9051101.000000 Penalty: 5550.967285
	Iteration 11Q: 3 clusters Score -9051101 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -9052175.000000 Penalty: 5550.967285
	Iteration 12Q: 3 clusters Score -9052175 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -9053089.000000 Penalty: 5550.967285
	Iteration 13Q: 3 clusters Score -9053089 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9053809.000000 Penalty: 5550.967285
	Iteration 14Q: 3 clusters Score -9053809 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -9054319.000000 Penalty: 5550.967285
	Iteration 15Q: 3 clusters Score -9054319 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -9054615.000000 Penalty: 5550.967285
	Iteration 16Q: 3 clusters Score -9054615 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -9054843.000000 Penalty: 5550.967285
	Iteration 17Q: 3 clusters Score -9054843 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -9055028.000000 Penalty: 5550.967285
	Iteration 18Q: 3 clusters Score -9055028 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9055162.000000 Penalty: 5550.967285
	Iteration 19Q: 3 clusters Score -9055162 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -9055315.000000 Penalty: 5550.967285
	Iteration 20F: 3 clusters Score -9055315 nChanged 808
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Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9055653 nChanged 897
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Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9055909 nChanged 1010
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Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9056148 nChanged 1167
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Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9056517 nChanged 1326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9057692 nChanged 1609
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Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 61871 members 
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9064115 nChanged 811
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 68830 members 
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Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 68964 members 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 69121 members 
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Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 69367 members 
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Mstep: Class 1 contains 3053 members 
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2901 members 
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Mstep: Class 1 contains 2837 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 69732 members 
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Mstep: Class 1 contains 2728 members 
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Mstep: Class 1 contains 2684 members 
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Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 69863 members 
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Mstep: Class 1 contains 2609 members 
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Mstep: Class 1 contains 2576 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2498 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2452 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2431 members 
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	Iteration 60F: 3 clusters Score -9066938 nChanged 23
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Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2390 members 
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	Iteration 62Q: 3 clusters Score -9066942 nChanged 17
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Mstep: Class 1 contains 2377 members 
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	Iteration 63Q: 3 clusters Score -9066942 nChanged 20
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2337 members 
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	Iteration 65Q: 3 clusters Score -9066940 nChanged 18
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Mstep: Class 1 contains 2319 members 
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Mstep: Class 1 contains 2301 members 
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	Iteration 67Q: 3 clusters Score -9066960 nChanged 18
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Mstep: Class 1 contains 2269 members 
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	Iteration 69Q: 3 clusters Score -9066966 nChanged 15
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	Iteration 70Q: 3 clusters Score -9066966 nChanged 15
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Mstep: Class 1 contains 2241 members 
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	Iteration 71Q: 3 clusters Score -9066973 nChanged 14
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	Iteration 72Q: 3 clusters Score -9066977 nChanged 15
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	Iteration 73Q: 3 clusters Score -9066976 nChanged 12
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Mstep: Class 1 contains 2150 members 
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	Iteration 79Q: 3 clusters Score -9066979 nChanged 10
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	Iteration 80F: 3 clusters Score -9066983 nChanged 9
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Mstep: Class 1 contains 2131 members 
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	Iteration 81Q: 3 clusters Score -9066991 nChanged 3
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	Iteration 82Q: 3 clusters Score -9066989 nChanged 4
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Mstep: Class 1 contains 2124 members 
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	Iteration 83Q: 3 clusters Score -9066990 nChanged 4
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Mstep: Class 1 contains 2120 members 
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	Iteration 84Q: 3 clusters Score -9067003 nChanged 8
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Mstep: Class 1 contains 2112 members 
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	Iteration 86Q: 3 clusters Score -9066991 nChanged 9
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Mstep: Class 1 contains 2092 members 
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	Iteration 87Q: 3 clusters Score -9067003 nChanged 14
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	Iteration 88Q: 3 clusters Score -9067003 nChanged 10
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Mstep: Class 1 contains 2070 members 
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	Iteration 89Q: 3 clusters Score -9067018 nChanged 9
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	Iteration 91Q: 3 clusters Score -9067010 nChanged 4
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	Iteration 92Q: 3 clusters Score -9067009 nChanged 7
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	Iteration 93Q: 3 clusters Score -9067015 nChanged 9
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	Iteration 94Q: 3 clusters Score -9067033 nChanged 9
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	Iteration 95Q: 3 clusters Score -9067029 nChanged 12
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	Iteration 97Q: 3 clusters Score -9067042 nChanged 11
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	Iteration 98Q: 3 clusters Score -9067032 nChanged 11
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	Iteration 99Q: 3 clusters Score -9067030 nChanged 13
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	Iteration 100F: 3 clusters Score -9067035 nChanged 13
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	Iteration 101Q: 3 clusters Score -9067033 nChanged 13
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	Iteration 102Q: 3 clusters Score -9067048 nChanged 9
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	Iteration 103Q: 3 clusters Score -9067040 nChanged 9
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	Iteration 104Q: 3 clusters Score -9067056 nChanged 6
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	Iteration 105Q: 3 clusters Score -9067053 nChanged 9
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	Iteration 106Q: 3 clusters Score -9067064 nChanged 9
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	Iteration 107Q: 3 clusters Score -9067053 nChanged 10
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	Iteration 108Q: 3 clusters Score -9067068 nChanged 7
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	Iteration 109Q: 3 clusters Score -9067060 nChanged 4
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	Iteration 110Q: 3 clusters Score -9067066 nChanged 2
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	Iteration 111Q: 3 clusters Score -9067074 nChanged 2
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	Iteration 112Q: 3 clusters Score -9067071 nChanged 5
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	Iteration 113Q: 3 clusters Score -9067070 nChanged 4
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	Iteration 114Q: 3 clusters Score -9067070 nChanged 7
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Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -9067061.000000 Penalty: 5550.967285
	Iteration 115Q: 3 clusters Score -9067061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -9067067.000000 Penalty: 5550.967285
	Iteration 116Q: 3 clusters Score -9067067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -9067066.000000 Penalty: 5550.967285
	Iteration 117Q: 3 clusters Score -9067066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -9067069.000000 Penalty: 5550.967285
	Iteration 118Q: 3 clusters Score -9067069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -9067065.000000 Penalty: 5550.967285
	Iteration 119Q: 3 clusters Score -9067065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -9067065.000000 Penalty: 5550.967285
	Iteration 120F: 3 clusters Score -9067065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Entering Unmasked Estep 
Score: -21697420.000000 Penalty: 2982.277344
	Iteration 0F: 2 clusters Score -2.169742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -21586812.000000 Penalty: 5964.554688
	Iteration 0F: 3 clusters Score -2.158681e+07 nChanged 80050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -21633508.000000 Penalty: 5964.554688
	Iteration 1F: 3 clusters Score -2.163351e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -21634336.000000 Penalty: 5964.554688
	Iteration 2Q: 3 clusters Score -2.163434e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -21635398.000000 Penalty: 5964.554688
	Iteration 3Q: 3 clusters Score -2.16354e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -21637212.000000 Penalty: 5964.554688
	Iteration 4Q: 3 clusters Score -2.163721e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -21640106.000000 Penalty: 5964.554688
	Iteration 5Q: 3 clusters Score -2.164011e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -21645372.000000 Penalty: 5964.554688
	Iteration 6F: 3 clusters Score -2.164537e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -21654372.000000 Penalty: 5964.554688
	Iteration 7F: 3 clusters Score -2.165437e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138060 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -21667320.000000 Penalty: 5964.554688
	Iteration 8F: 3 clusters Score -2.166732e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -21681140.000000 Penalty: 5964.554688
	Iteration 9F: 3 clusters Score -2.168114e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -21690000.000000 Penalty: 5964.554688
	Iteration 10F: 3 clusters Score -2.169e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21693498.000000 Penalty: 5964.554688
	Iteration 11Q: 3 clusters Score -2.16935e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21694394.000000 Penalty: 5964.554688
	Iteration 12Q: 3 clusters Score -2.169439e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21694652.000000 Penalty: 5964.554688
	Iteration 13Q: 3 clusters Score -2.169465e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21694720.000000 Penalty: 5964.554688
	Iteration 14Q: 3 clusters Score -2.169472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21694732.000000 Penalty: 5964.554688
	Iteration 15Q: 3 clusters Score -2.169473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21694786.000000 Penalty: 5964.554688
	Iteration 16Q: 3 clusters Score -2.169479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21694792.000000 Penalty: 5964.554688
	Iteration 17Q: 3 clusters Score -2.169479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21694820.000000 Penalty: 5964.554688
	Iteration 18Q: 3 clusters Score -2.169482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21694830.000000 Penalty: 5964.554688
	Iteration 19Q: 3 clusters Score -2.169483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21694830.000000 Penalty: 5964.554688
	Iteration 20F: 3 clusters Score -2.169483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1448866.375000 Penalty: 2323.630615
	Iteration 0F: 2 clusters Score -1448866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1440066.625000 Penalty: 4647.261230
	Iteration 0F: 3 clusters Score -1440067 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1442684.750000 Penalty: 4647.261230
	Iteration 1F: 3 clusters Score -1442685 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1442990.000000 Penalty: 4647.261230
	Iteration 2F: 3 clusters Score -1442990 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1443211.250000 Penalty: 4647.261230
	Iteration 3Q: 3 clusters Score -1443211 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1443376.125000 Penalty: 4647.261230
	Iteration 4Q: 3 clusters Score -1443376 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1443498.750000 Penalty: 4647.261230
	Iteration 5Q: 3 clusters Score -1443499 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1443622.875000 Penalty: 4647.261230
	Iteration 6Q: 3 clusters Score -1443623 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1443739.750000 Penalty: 4647.261230
	Iteration 7Q: 3 clusters Score -1443740 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1443862.875000 Penalty: 4647.261230
	Iteration 8Q: 3 clusters Score -1443863 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1443998.500000 Penalty: 4647.261230
	Iteration 9Q: 3 clusters Score -1443998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1444150.250000 Penalty: 4647.261230
	Iteration 10Q: 3 clusters Score -1444150 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1444299.125000 Penalty: 4647.261230
	Iteration 11Q: 3 clusters Score -1444299 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1444463.250000 Penalty: 4647.261230
	Iteration 12Q: 3 clusters Score -1444463 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1444635.375000 Penalty: 4647.261230
	Iteration 13Q: 3 clusters Score -1444635 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1444811.375000 Penalty: 4647.261230
	Iteration 14Q: 3 clusters Score -1444811 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1444992.375000 Penalty: 4647.261230
	Iteration 15Q: 3 clusters Score -1444992 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1445164.875000 Penalty: 4647.261230
	Iteration 16Q: 3 clusters Score -1445165 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1445346.125000 Penalty: 4647.261230
	Iteration 17Q: 3 clusters Score -1445346 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1445493.625000 Penalty: 4647.261230
	Iteration 18Q: 3 clusters Score -1445494 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1445639.250000 Penalty: 4647.261230
	Iteration 19Q: 3 clusters Score -1445639 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1445750.125000 Penalty: 4647.261230
	Iteration 20F: 3 clusters Score -1445750 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1445851.750000 Penalty: 4647.261230
	Iteration 21Q: 3 clusters Score -1445852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1445943.500000 Penalty: 4647.261230
	Iteration 22Q: 3 clusters Score -1445944 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1446011.875000 Penalty: 4647.261230
	Iteration 23Q: 3 clusters Score -1446012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1446066.250000 Penalty: 4647.261230
	Iteration 24Q: 3 clusters Score -1446066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1446112.375000 Penalty: 4647.261230
	Iteration 25Q: 3 clusters Score -1446112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1446139.875000 Penalty: 4647.261230
	Iteration 26Q: 3 clusters Score -1446140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1446162.500000 Penalty: 4647.261230
	Iteration 27Q: 3 clusters Score -1446162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1446187.750000 Penalty: 4647.261230
	Iteration 28Q: 3 clusters Score -1446188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1446210.875000 Penalty: 4647.261230
	Iteration 29Q: 3 clusters Score -1446211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1446233.875000 Penalty: 4647.261230
	Iteration 30Q: 3 clusters Score -1446234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1446252.750000 Penalty: 4647.261230
	Iteration 31Q: 3 clusters Score -1446253 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1446273.750000 Penalty: 4647.261230
	Iteration 32Q: 3 clusters Score -1446274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1446281.000000 Penalty: 4647.261230
	Iteration 33Q: 3 clusters Score -1446281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1446293.000000 Penalty: 4647.261230
	Iteration 34Q: 3 clusters Score -1446293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1446305.125000 Penalty: 4647.261230
	Iteration 35Q: 3 clusters Score -1446305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1446309.625000 Penalty: 4647.261230
	Iteration 36Q: 3 clusters Score -1446310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1446316.000000 Penalty: 4647.261230
	Iteration 37Q: 3 clusters Score -1446316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1446319.750000 Penalty: 4647.261230
	Iteration 38Q: 3 clusters Score -1446320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1446323.125000 Penalty: 4647.261230
	Iteration 39Q: 3 clusters Score -1446323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1446327.000000 Penalty: 4647.261230
	Iteration 40F: 3 clusters Score -1446327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1446329.500000 Penalty: 4647.261230
	Iteration 41Q: 3 clusters Score -1446330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1446334.750000 Penalty: 4647.261230
	Iteration 42Q: 3 clusters Score -1446335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1446338.875000 Penalty: 4647.261230
	Iteration 43Q: 3 clusters Score -1446339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1446346.375000 Penalty: 4647.261230
	Iteration 44Q: 3 clusters Score -1446346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1446351.000000 Penalty: 4647.261230
	Iteration 45Q: 3 clusters Score -1446351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1446360.125000 Penalty: 4647.261230
	Iteration 46Q: 3 clusters Score -1446360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1446363.250000 Penalty: 4647.261230
	Iteration 47Q: 3 clusters Score -1446363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1446369.375000 Penalty: 4647.261230
	Iteration 48Q: 3 clusters Score -1446369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1446378.375000 Penalty: 4647.261230
	Iteration 49Q: 3 clusters Score -1446378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1446384.375000 Penalty: 4647.261230
	Iteration 50Q: 3 clusters Score -1446384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1446398.500000 Penalty: 4647.261230
	Iteration 51Q: 3 clusters Score -1446398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1446412.000000 Penalty: 4647.261230
	Iteration 52Q: 3 clusters Score -1446412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1446435.625000 Penalty: 4647.261230
	Iteration 53Q: 3 clusters Score -1446436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1446459.375000 Penalty: 4647.261230
	Iteration 54Q: 3 clusters Score -1446459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1446480.125000 Penalty: 4647.261230
	Iteration 55Q: 3 clusters Score -1446480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1446501.250000 Penalty: 4647.261230
	Iteration 56Q: 3 clusters Score -1446501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1446518.000000 Penalty: 4647.261230
	Iteration 57Q: 3 clusters Score -1446518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1446528.500000 Penalty: 4647.261230
	Iteration 58Q: 3 clusters Score -1446528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1446551.375000 Penalty: 4647.261230
	Iteration 59Q: 3 clusters Score -1446551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1446564.875000 Penalty: 4647.261230
	Iteration 60F: 3 clusters Score -1446565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1446571.125000 Penalty: 4647.261230
	Iteration 61Q: 3 clusters Score -1446571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1446583.125000 Penalty: 4647.261230
	Iteration 62Q: 3 clusters Score -1446583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1446590.875000 Penalty: 4647.261230
	Iteration 63Q: 3 clusters Score -1446591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1446597.750000 Penalty: 4647.261230
	Iteration 64Q: 3 clusters Score -1446598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1446601.625000 Penalty: 4647.261230
	Iteration 65Q: 3 clusters Score -1446602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1446607.750000 Penalty: 4647.261230
	Iteration 66Q: 3 clusters Score -1446608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1446611.500000 Penalty: 4647.261230
	Iteration 67Q: 3 clusters Score -1446612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1446612.250000 Penalty: 4647.261230
	Iteration 68Q: 3 clusters Score -1446612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1446614.000000 Penalty: 4647.261230
	Iteration 69Q: 3 clusters Score -1446614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1446614.000000 Penalty: 4647.261230
	Iteration 70Q: 3 clusters Score -1446614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1446617.500000 Penalty: 4647.261230
	Iteration 71Q: 3 clusters Score -1446618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1446618.000000 Penalty: 4647.261230
	Iteration 72Q: 3 clusters Score -1446618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1446617.000000 Penalty: 4647.261230
	Iteration 73Q: 3 clusters Score -1446617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1446621.125000 Penalty: 4647.261230
	Iteration 74Q: 3 clusters Score -1446621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1446620.250000 Penalty: 4647.261230
	Iteration 75Q: 3 clusters Score -1446620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1446620.250000 Penalty: 4647.261230
	Iteration 76Q: 3 clusters Score -1446620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1446619.750000 Penalty: 4647.261230
	Iteration 77Q: 3 clusters Score -1446620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1446619.750000 Penalty: 4647.261230
	Iteration 78F: 3 clusters Score -1446620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Entering Unmasked Estep 
Score: -1029403.625000 Penalty: 2242.631104
	Iteration 0F: 2 clusters Score -1029404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1022781.937500 Penalty: 4485.262207
	Iteration 0F: 3 clusters Score -1022782 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1024823.187500 Penalty: 4485.262207
	Iteration 1F: 3 clusters Score -1024823 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1025449.250000 Penalty: 4485.262207
	Iteration 2F: 3 clusters Score -1025449 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1025957.937500 Penalty: 4485.262207
	Iteration 3F: 3 clusters Score -1025958 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1026411.875000 Penalty: 4485.262207
	Iteration 4F: 3 clusters Score -1026412 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1026859.937500 Penalty: 4485.262207
	Iteration 5F: 3 clusters Score -1026860 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1027309.687500 Penalty: 4485.262207
	Iteration 6F: 3 clusters Score -1027310 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1027683.250000 Penalty: 4485.262207
	Iteration 7F: 3 clusters Score -1027683 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1027945.812500 Penalty: 4485.262207
	Iteration 8Q: 3 clusters Score -1027946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1028108.375000 Penalty: 4485.262207
	Iteration 9Q: 3 clusters Score -1028108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1028208.500000 Penalty: 4485.262207
	Iteration 10Q: 3 clusters Score -1028208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1028278.375000 Penalty: 4485.262207
	Iteration 11Q: 3 clusters Score -1028278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1028347.687500 Penalty: 4485.262207
	Iteration 12Q: 3 clusters Score -1028348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1028410.437500 Penalty: 4485.262207
	Iteration 13Q: 3 clusters Score -1028410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1028468.375000 Penalty: 4485.262207
	Iteration 14Q: 3 clusters Score -1028468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1028526.812500 Penalty: 4485.262207
	Iteration 15Q: 3 clusters Score -1028527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1028584.375000 Penalty: 4485.262207
	Iteration 16Q: 3 clusters Score -1028584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1028627.500000 Penalty: 4485.262207
	Iteration 17Q: 3 clusters Score -1028628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1028662.562500 Penalty: 4485.262207
	Iteration 18Q: 3 clusters Score -1028663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1028693.562500 Penalty: 4485.262207
	Iteration 19Q: 3 clusters Score -1028694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1028712.500000 Penalty: 4485.262207
	Iteration 20F: 3 clusters Score -1028712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1028725.562500 Penalty: 4485.262207
	Iteration 21Q: 3 clusters Score -1028726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1028737.312500 Penalty: 4485.262207
	Iteration 22Q: 3 clusters Score -1028737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1028742.062500 Penalty: 4485.262207
	Iteration 23Q: 3 clusters Score -1028742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1028751.000000 Penalty: 4485.262207
	Iteration 24Q: 3 clusters Score -1028751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1028758.812500 Penalty: 4485.262207
	Iteration 25Q: 3 clusters Score -1028759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1028761.312500 Penalty: 4485.262207
	Iteration 26Q: 3 clusters Score -1028761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1028767.937500 Penalty: 4485.262207
	Iteration 27Q: 3 clusters Score -1028768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1028772.250000 Penalty: 4485.262207
	Iteration 28Q: 3 clusters Score -1028772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1028778.125000 Penalty: 4485.262207
	Iteration 29Q: 3 clusters Score -1028778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1028781.562500 Penalty: 4485.262207
	Iteration 30Q: 3 clusters Score -1028782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1028785.312500 Penalty: 4485.262207
	Iteration 31Q: 3 clusters Score -1028785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1028790.750000 Penalty: 4485.262207
	Iteration 32Q: 3 clusters Score -1028791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1028794.125000 Penalty: 4485.262207
	Iteration 33Q: 3 clusters Score -1028794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1028803.937500 Penalty: 4485.262207
	Iteration 34Q: 3 clusters Score -1028804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1028810.937500 Penalty: 4485.262207
	Iteration 35Q: 3 clusters Score -1028811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1028815.312500 Penalty: 4485.262207
	Iteration 36Q: 3 clusters Score -1028815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1028819.562500 Penalty: 4485.262207
	Iteration 37Q: 3 clusters Score -1028820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1028822.000000 Penalty: 4485.262207
	Iteration 38Q: 3 clusters Score -1028822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1028824.437500 Penalty: 4485.262207
	Iteration 39Q: 3 clusters Score -1028824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1028827.000000 Penalty: 4485.262207
	Iteration 40F: 3 clusters Score -1028827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1028827.000000 Penalty: 4485.262207
	Iteration 41Q: 3 clusters Score -1028827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1028828.312500 Penalty: 4485.262207
	Iteration 42Q: 3 clusters Score -1028828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1028828.437500 Penalty: 4485.262207
	Iteration 43Q: 3 clusters Score -1028828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1028830.250000 Penalty: 4485.262207
	Iteration 44Q: 3 clusters Score -1028830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1028830.250000 Penalty: 4485.262207
	Iteration 45F: 3 clusters Score -1028830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Entering Unmasked Estep 
Score: -20685272.000000 Penalty: 2970.798828
	Iteration 0F: 2 clusters Score -2.068527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -20579946.000000 Penalty: 5941.597656
	Iteration 0F: 3 clusters Score -2.057995e+07 nChanged 76395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -20624100.000000 Penalty: 5941.597656
	Iteration 1F: 3 clusters Score -2.06241e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -20624918.000000 Penalty: 5941.597656
	Iteration 2Q: 3 clusters Score -2.062492e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -20625878.000000 Penalty: 5941.597656
	Iteration 3Q: 3 clusters Score -2.062588e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -20627554.000000 Penalty: 5941.597656
	Iteration 4Q: 3 clusters Score -2.062755e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -20629880.000000 Penalty: 5941.597656
	Iteration 5Q: 3 clusters Score -2.062988e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -20633690.000000 Penalty: 5941.597656
	Iteration 6F: 3 clusters Score -2.063369e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -20639644.000000 Penalty: 5941.597656
	Iteration 7F: 3 clusters Score -2.063964e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -20647904.000000 Penalty: 5941.597656
	Iteration 8F: 3 clusters Score -2.06479e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -20657570.000000 Penalty: 5941.597656
	Iteration 9F: 3 clusters Score -2.065757e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 129730 members 
Entering Unmasked Estep 
Score: -20666146.000000 Penalty: 5941.597656
	Iteration 10F: 3 clusters Score -2.066615e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -20672016.000000 Penalty: 5941.597656
	Iteration 11Q: 3 clusters Score -2.067202e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -20675438.000000 Penalty: 5941.597656
	Iteration 12Q: 3 clusters Score -2.067544e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -20677364.000000 Penalty: 5941.597656
	Iteration 13Q: 3 clusters Score -2.067736e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 140635 members 
Entering Unmasked Estep 
Score: -20678740.000000 Penalty: 5941.597656
	Iteration 14Q: 3 clusters Score -2.067874e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -20679702.000000 Penalty: 5941.597656
	Iteration 15Q: 3 clusters Score -2.06797e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 143045 members 
Entering Unmasked Estep 
Score: -20680368.000000 Penalty: 5941.597656
	Iteration 16Q: 3 clusters Score -2.068037e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -20680878.000000 Penalty: 5941.597656
	Iteration 17Q: 3 clusters Score -2.068088e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -20681280.000000 Penalty: 5941.597656
	Iteration 18Q: 3 clusters Score -2.068128e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -20681646.000000 Penalty: 5941.597656
	Iteration 19Q: 3 clusters Score -2.068165e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 146314 members 
Entering Unmasked Estep 
Score: -20681780.000000 Penalty: 5941.597656
	Iteration 20F: 3 clusters Score -2.068178e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 146927 members 
Entering Unmasked Estep 
Score: -20681974.000000 Penalty: 5941.597656
	Iteration 21Q: 3 clusters Score -2.068197e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -20682122.000000 Penalty: 5941.597656
	Iteration 22Q: 3 clusters Score -2.068212e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -20682174.000000 Penalty: 5941.597656
	Iteration 23Q: 3 clusters Score -2.068217e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 148508 members 
Entering Unmasked Estep 
Score: -20682240.000000 Penalty: 5941.597656
	Iteration 24Q: 3 clusters Score -2.068224e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 148938 members 
Entering Unmasked Estep 
Score: -20682356.000000 Penalty: 5941.597656
	Iteration 25Q: 3 clusters Score -2.068236e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -20682488.000000 Penalty: 5941.597656
	Iteration 26Q: 3 clusters Score -2.068249e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -20682566.000000 Penalty: 5941.597656
	Iteration 27Q: 3 clusters Score -2.068257e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 150004 members 
Entering Unmasked Estep 
Score: -20682662.000000 Penalty: 5941.597656
	Iteration 28Q: 3 clusters Score -2.068266e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 150362 members 
Entering Unmasked Estep 
Score: -20682718.000000 Penalty: 5941.597656
	Iteration 29Q: 3 clusters Score -2.068272e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -20682752.000000 Penalty: 5941.597656
	Iteration 30Q: 3 clusters Score -2.068275e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -20682772.000000 Penalty: 5941.597656
	Iteration 31Q: 3 clusters Score -2.068277e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 151356 members 
Entering Unmasked Estep 
Score: -20682830.000000 Penalty: 5941.597656
	Iteration 32Q: 3 clusters Score -2.068283e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -20682864.000000 Penalty: 5941.597656
	Iteration 33Q: 3 clusters Score -2.068286e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -20682876.000000 Penalty: 5941.597656
	Iteration 34Q: 3 clusters Score -2.068288e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 152058 members 
Entering Unmasked Estep 
Score: -20682910.000000 Penalty: 5941.597656
	Iteration 35Q: 3 clusters Score -2.068291e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -20682868.000000 Penalty: 5941.597656
	Iteration 36Q: 3 clusters Score -2.068287e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -20682946.000000 Penalty: 5941.597656
	Iteration 37Q: 3 clusters Score -2.068295e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 152668 members 
Entering Unmasked Estep 
Score: -20682966.000000 Penalty: 5941.597656
	Iteration 38Q: 3 clusters Score -2.068297e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 152869 members 
Entering Unmasked Estep 
Score: -20683046.000000 Penalty: 5941.597656
	Iteration 39Q: 3 clusters Score -2.068305e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -20683024.000000 Penalty: 5941.597656
	Iteration 40F: 3 clusters Score -2.068302e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -20683016.000000 Penalty: 5941.597656
	Iteration 41Q: 3 clusters Score -2.068302e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -20683056.000000 Penalty: 5941.597656
	Iteration 42Q: 3 clusters Score -2.068306e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -20683050.000000 Penalty: 5941.597656
	Iteration 43Q: 3 clusters Score -2.068305e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -20683068.000000 Penalty: 5941.597656
	Iteration 44Q: 3 clusters Score -2.068307e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -20683038.000000 Penalty: 5941.597656
	Iteration 45Q: 3 clusters Score -2.068304e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -20683082.000000 Penalty: 5941.597656
	Iteration 46Q: 3 clusters Score -2.068308e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -20683096.000000 Penalty: 5941.597656
	Iteration 47Q: 3 clusters Score -2.06831e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -20683100.000000 Penalty: 5941.597656
	Iteration 48Q: 3 clusters Score -2.06831e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -20683100.000000 Penalty: 5941.597656
	Iteration 49Q: 3 clusters Score -2.06831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 154729 members 
Entering Unmasked Estep 
Score: -20683070.000000 Penalty: 5941.597656
	Iteration 50Q: 3 clusters Score -2.068307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -20683070.000000 Penalty: 5941.597656
	Iteration 51Q: 3 clusters Score -2.068307e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -20683074.000000 Penalty: 5941.597656
	Iteration 52Q: 3 clusters Score -2.068307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -20683028.000000 Penalty: 5941.597656
	Iteration 53Q: 3 clusters Score -2.068303e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -20683016.000000 Penalty: 5941.597656
	Iteration 54Q: 3 clusters Score -2.068302e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -20683028.000000 Penalty: 5941.597656
	Iteration 55Q: 3 clusters Score -2.068303e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -20683058.000000 Penalty: 5941.597656
	Iteration 56Q: 3 clusters Score -2.068306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -20683044.000000 Penalty: 5941.597656
	Iteration 57Q: 3 clusters Score -2.068304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -20683024.000000 Penalty: 5941.597656
	Iteration 58Q: 3 clusters Score -2.068302e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -20683024.000000 Penalty: 5941.597656
	Iteration 59Q: 3 clusters Score -2.068302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -20683040.000000 Penalty: 5941.597656
	Iteration 60F: 3 clusters Score -2.068304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -20683030.000000 Penalty: 5941.597656
	Iteration 61Q: 3 clusters Score -2.068303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -20683030.000000 Penalty: 5941.597656
	Iteration 62Q: 3 clusters Score -2.068303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -20683012.000000 Penalty: 5941.597656
	Iteration 63Q: 3 clusters Score -2.068301e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -20683046.000000 Penalty: 5941.597656
	Iteration 64Q: 3 clusters Score -2.068305e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -20683064.000000 Penalty: 5941.597656
	Iteration 65Q: 3 clusters Score -2.068306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -20683058.000000 Penalty: 5941.597656
	Iteration 66Q: 3 clusters Score -2.068306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -20683096.000000 Penalty: 5941.597656
	Iteration 67Q: 3 clusters Score -2.06831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -20683114.000000 Penalty: 5941.597656
	Iteration 68Q: 3 clusters Score -2.068311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 5941.597656
	Iteration 69Q: 3 clusters Score -2.06831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -20683118.000000 Penalty: 5941.597656
	Iteration 70Q: 3 clusters Score -2.068312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -20683112.000000 Penalty: 5941.597656
	Iteration 71Q: 3 clusters Score -2.068311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 156027 members 
Entering Unmasked Estep 
Score: -20683116.000000 Penalty: 5941.597656
	Iteration 72Q: 3 clusters Score -2.068312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -20683104.000000 Penalty: 5941.597656
	Iteration 73Q: 3 clusters Score -2.06831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -20683118.000000 Penalty: 5941.597656
	Iteration 74Q: 3 clusters Score -2.068312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -20683096.000000 Penalty: 5941.597656
	Iteration 75Q: 3 clusters Score -2.06831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 156085 members 
Entering Unmasked Estep 
Score: -20683112.000000 Penalty: 5941.597656
	Iteration 76Q: 3 clusters Score -2.068311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 156094 members 
Entering Unmasked Estep 
Score: -20683084.000000 Penalty: 5941.597656
	Iteration 77Q: 3 clusters Score -2.068308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 156101 members 
Entering Unmasked Estep 
Score: -20683086.000000 Penalty: 5941.597656
	Iteration 78Q: 3 clusters Score -2.068309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -20683086.000000 Penalty: 5941.597656
	Iteration 79Q: 3 clusters Score -2.068309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 5941.597656
	Iteration 80F: 3 clusters Score -2.06831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -20683112.000000 Penalty: 5941.597656
	Iteration 81Q: 3 clusters Score -2.068311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 156165 members 
Entering Unmasked Estep 
Score: -20683110.000000 Penalty: 5941.597656
	Iteration 82Q: 3 clusters Score -2.068311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -20683102.000000 Penalty: 5941.597656
	Iteration 83Q: 3 clusters Score -2.06831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 5941.597656
	Iteration 84Q: 3 clusters Score -2.06831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -20683102.000000 Penalty: 5941.597656
	Iteration 85Q: 3 clusters Score -2.06831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -20683116.000000 Penalty: 5941.597656
	Iteration 86Q: 3 clusters Score -2.068312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -20683100.000000 Penalty: 5941.597656
	Iteration 87Q: 3 clusters Score -2.06831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -20683116.000000 Penalty: 5941.597656
	Iteration 88Q: 3 clusters Score -2.068312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -20683122.000000 Penalty: 5941.597656
	Iteration 89Q: 3 clusters Score -2.068312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -20683128.000000 Penalty: 5941.597656
	Iteration 90Q: 3 clusters Score -2.068313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -20683160.000000 Penalty: 5941.597656
	Iteration 91Q: 3 clusters Score -2.068316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -20683172.000000 Penalty: 5941.597656
	Iteration 92Q: 3 clusters Score -2.068317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -20683200.000000 Penalty: 5941.597656
	Iteration 93Q: 3 clusters Score -2.06832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -20683198.000000 Penalty: 5941.597656
	Iteration 94Q: 3 clusters Score -2.06832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -20683202.000000 Penalty: 5941.597656
	Iteration 95Q: 3 clusters Score -2.06832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -20683210.000000 Penalty: 5941.597656
	Iteration 96Q: 3 clusters Score -2.068321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -20683216.000000 Penalty: 5941.597656
	Iteration 97Q: 3 clusters Score -2.068322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 156513 members 
Entering Unmasked Estep 
Score: -20683204.000000 Penalty: 5941.597656
	Iteration 98Q: 3 clusters Score -2.06832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -20683206.000000 Penalty: 5941.597656
	Iteration 99Q: 3 clusters Score -2.068321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5941.597656
	Iteration 100F: 3 clusters Score -2.068322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 156559 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5941.597656
	Iteration 101Q: 3 clusters Score -2.068323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -20683214.000000 Penalty: 5941.597656
	Iteration 102Q: 3 clusters Score -2.068321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -20683226.000000 Penalty: 5941.597656
	Iteration 103Q: 3 clusters Score -2.068323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -20683238.000000 Penalty: 5941.597656
	Iteration 104Q: 3 clusters Score -2.068324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -20683248.000000 Penalty: 5941.597656
	Iteration 105Q: 3 clusters Score -2.068325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -20683234.000000 Penalty: 5941.597656
	Iteration 106Q: 3 clusters Score -2.068323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -20683244.000000 Penalty: 5941.597656
	Iteration 107Q: 3 clusters Score -2.068324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 156668 members 
Entering Unmasked Estep 
Score: -20683232.000000 Penalty: 5941.597656
	Iteration 108Q: 3 clusters Score -2.068323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5941.597656
	Iteration 109Q: 3 clusters Score -2.068323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5941.597656
	Iteration 110Q: 3 clusters Score -2.068323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5941.597656
	Iteration 111Q: 3 clusters Score -2.068324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -20683254.000000 Penalty: 5941.597656
	Iteration 112Q: 3 clusters Score -2.068325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -20683262.000000 Penalty: 5941.597656
	Iteration 113Q: 3 clusters Score -2.068326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 156704 members 
Entering Unmasked Estep 
Score: -20683256.000000 Penalty: 5941.597656
	Iteration 114Q: 3 clusters Score -2.068326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -20683250.000000 Penalty: 5941.597656
	Iteration 115Q: 3 clusters Score -2.068325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -20683238.000000 Penalty: 5941.597656
	Iteration 116Q: 3 clusters Score -2.068324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 156742 members 
Entering Unmasked Estep 
Score: -20683232.000000 Penalty: 5941.597656
	Iteration 117Q: 3 clusters Score -2.068323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5941.597656
	Iteration 118Q: 3 clusters Score -2.068322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5941.597656
	Iteration 119Q: 3 clusters Score -2.068323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -20683218.000000 Penalty: 5941.597656
	Iteration 120F: 3 clusters Score -2.068322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -20683236.000000 Penalty: 5941.597656
	Iteration 121Q: 3 clusters Score -2.068324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -20683218.000000 Penalty: 5941.597656
	Iteration 122Q: 3 clusters Score -2.068322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -20683232.000000 Penalty: 5941.597656
	Iteration 123Q: 3 clusters Score -2.068323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5941.597656
	Iteration 124Q: 3 clusters Score -2.068322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5941.597656
	Iteration 125Q: 3 clusters Score -2.068322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -20683234.000000 Penalty: 5941.597656
	Iteration 126Q: 3 clusters Score -2.068323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -20683226.000000 Penalty: 5941.597656
	Iteration 127Q: 3 clusters Score -2.068323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -20683246.000000 Penalty: 5941.597656
	Iteration 128Q: 3 clusters Score -2.068325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -20683252.000000 Penalty: 5941.597656
	Iteration 129Q: 3 clusters Score -2.068325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 156931 members 
Entering Unmasked Estep 
Score: -20683236.000000 Penalty: 5941.597656
	Iteration 130Q: 3 clusters Score -2.068324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5941.597656
	Iteration 131Q: 3 clusters Score -2.068324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 156948 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5941.597656
	Iteration 132Q: 3 clusters Score -2.068323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -20683240.000000 Penalty: 5941.597656
	Iteration 133Q: 3 clusters Score -2.068324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -20683236.000000 Penalty: 5941.597656
	Iteration 134Q: 3 clusters Score -2.068324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5941.597656
	Iteration 135Q: 3 clusters Score -2.068323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 5941.597656
	Iteration 136Q: 3 clusters Score -2.068321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5941.597656
	Iteration 137Q: 3 clusters Score -2.068323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -20683226.000000 Penalty: 5941.597656
	Iteration 138Q: 3 clusters Score -2.068323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5941.597656
	Iteration 139Q: 3 clusters Score -2.068324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -20683236.000000 Penalty: 5941.597656
	Iteration 140F: 3 clusters Score -2.068324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -20683234.000000 Penalty: 5941.597656
	Iteration 141Q: 3 clusters Score -2.068323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -20683256.000000 Penalty: 5941.597656
	Iteration 142Q: 3 clusters Score -2.068326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -20683250.000000 Penalty: 5941.597656
	Iteration 143Q: 3 clusters Score -2.068325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -20683260.000000 Penalty: 5941.597656
	Iteration 144Q: 3 clusters Score -2.068326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -20683248.000000 Penalty: 5941.597656
	Iteration 145Q: 3 clusters Score -2.068325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 157051 members 
Entering Unmasked Estep 
Score: -20683272.000000 Penalty: 5941.597656
	Iteration 146Q: 3 clusters Score -2.068327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -20683266.000000 Penalty: 5941.597656
	Iteration 147Q: 3 clusters Score -2.068327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -20683258.000000 Penalty: 5941.597656
	Iteration 148Q: 3 clusters Score -2.068326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -20683256.000000 Penalty: 5941.597656
	Iteration 149Q: 3 clusters Score -2.068326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -20683260.000000 Penalty: 5941.597656
	Iteration 150Q: 3 clusters Score -2.068326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 157071 members 
Entering Unmasked Estep 
Score: -20683264.000000 Penalty: 5941.597656
	Iteration 151Q: 3 clusters Score -2.068326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -20683270.000000 Penalty: 5941.597656
	Iteration 152Q: 3 clusters Score -2.068327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -20683270.000000 Penalty: 5941.597656
	Iteration 153Q: 3 clusters Score -2.068327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -20683276.000000 Penalty: 5941.597656
	Iteration 154Q: 3 clusters Score -2.068328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -20683276.000000 Penalty: 5941.597656
	Iteration 155F: 3 clusters Score -2.068328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -540091.375000 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -540091.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -535990.437500 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -535990.4 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -536962.250000 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -536962.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -537201.000000 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -537201 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -537326.125000 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -537326.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -537404.812500 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -537404.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -537452.625000 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -537452.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -537487.750000 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -537487.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -537520.062500 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -537520.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -537541.000000 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -537541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -537564.250000 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -537564.2 nChanged 51
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: -537587.125000 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -537587.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -537611.562500 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -537611.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -537642.437500 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -537642.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -537666.062500 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -537666.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -537688.750000 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -537688.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -537714.812500 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -537714.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -537743.437500 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -537743.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -537763.437500 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -537763.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -537791.187500 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -537791.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -537817.250000 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -537817.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -537844.375000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -537844.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -537877.312500 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -537877.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -537901.812500 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -537901.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -537926.312500 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -537926.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -537956.000000 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -537956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -537977.625000 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -537977.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -537994.687500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -537994.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -538015.250000 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -538015.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -538041.375000 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -538041.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -538067.625000 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -538067.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -538092.062500 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -538092.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -538114.750000 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -538114.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -538142.312500 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -538142.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -538171.312500 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -538171.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -538204.062500 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -538204.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -538231.312500 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -538231.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -538257.062500 Penalty: 4149.373535
	Iteration 36Q: 3 clusters Score -538257.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -538286.500000 Penalty: 4149.373535
	Iteration 37Q: 3 clusters Score -538286.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -538326.312500 Penalty: 4149.373535
	Iteration 38Q: 3 clusters Score -538326.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -538370.875000 Penalty: 4149.373535
	Iteration 39Q: 3 clusters Score -538370.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -538411.875000 Penalty: 4149.373535
	Iteration 40F: 3 clusters Score -538411.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -538438.875000 Penalty: 4149.373535
	Iteration 41Q: 3 clusters Score -538438.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -538466.062500 Penalty: 4149.373535
	Iteration 42Q: 3 clusters Score -538466.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -538487.687500 Penalty: 4149.373535
	Iteration 43Q: 3 clusters Score -538487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -538504.562500 Penalty: 4149.373535
	Iteration 44Q: 3 clusters Score -538504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -538513.875000 Penalty: 4149.373535
	Iteration 45Q: 3 clusters Score -538513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -538522.375000 Penalty: 4149.373535
	Iteration 46Q: 3 clusters Score -538522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -538529.812500 Penalty: 4149.373535
	Iteration 47Q: 3 clusters Score -538529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -538537.250000 Penalty: 4149.373535
	Iteration 48Q: 3 clusters Score -538537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -538549.125000 Penalty: 4149.373535
	Iteration 49Q: 3 clusters Score -538549.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -538558.937500 Penalty: 4149.373535
	Iteration 50Q: 3 clusters Score -538558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -538564.125000 Penalty: 4149.373535
	Iteration 51Q: 3 clusters Score -538564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -538569.625000 Penalty: 4149.373535
	Iteration 52Q: 3 clusters Score -538569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -538576.250000 Penalty: 4149.373535
	Iteration 53Q: 3 clusters Score -538576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -538582.500000 Penalty: 4149.373535
	Iteration 54Q: 3 clusters Score -538582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -538587.500000 Penalty: 4149.373535
	Iteration 55Q: 3 clusters Score -538587.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -538593.187500 Penalty: 4149.373535
	Iteration 56Q: 3 clusters Score -538593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -538596.875000 Penalty: 4149.373535
	Iteration 57Q: 3 clusters Score -538596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -538598.875000 Penalty: 4149.373535
	Iteration 58Q: 3 clusters Score -538598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -538602.125000 Penalty: 4149.373535
	Iteration 59Q: 3 clusters Score -538602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -538605.062500 Penalty: 4149.373535
	Iteration 60F: 3 clusters Score -538605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Entering Unmasked Estep 
Score: -20072746.000000 Penalty: 2966.317627
	Iteration 0F: 2 clusters Score -2.007275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -19967764.000000 Penalty: 5932.635254
	Iteration 0F: 3 clusters Score -1.996776e+07 nChanged 74789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -20011592.000000 Penalty: 5932.635254
	Iteration 1F: 3 clusters Score -2.001159e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -20012680.000000 Penalty: 5932.635254
	Iteration 2Q: 3 clusters Score -2.001268e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -20014258.000000 Penalty: 5932.635254
	Iteration 3Q: 3 clusters Score -2.001426e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -20017380.000000 Penalty: 5932.635254
	Iteration 4Q: 3 clusters Score -2.001738e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -20022332.000000 Penalty: 5932.635254
	Iteration 5F: 3 clusters Score -2.002233e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -20030768.000000 Penalty: 5932.635254
	Iteration 6F: 3 clusters Score -2.003077e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -20042452.000000 Penalty: 5932.635254
	Iteration 7F: 3 clusters Score -2.004245e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -20053876.000000 Penalty: 5932.635254
	Iteration 8F: 3 clusters Score -2.005388e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146595 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -20061840.000000 Penalty: 5932.635254
	Iteration 9F: 3 clusters Score -2.006184e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -20066190.000000 Penalty: 5932.635254
	Iteration 10Q: 3 clusters Score -2.006619e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20068240.000000 Penalty: 5932.635254
	Iteration 11Q: 3 clusters Score -2.006824e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20069114.000000 Penalty: 5932.635254
	Iteration 12Q: 3 clusters Score -2.006911e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20069630.000000 Penalty: 5932.635254
	Iteration 13Q: 3 clusters Score -2.006963e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155657 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20069864.000000 Penalty: 5932.635254
	Iteration 14Q: 3 clusters Score -2.006986e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20070000.000000 Penalty: 5932.635254
	Iteration 15Q: 3 clusters Score -2.007e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20070076.000000 Penalty: 5932.635254
	Iteration 16Q: 3 clusters Score -2.007008e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155909 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20070090.000000 Penalty: 5932.635254
	Iteration 17Q: 3 clusters Score -2.007009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20070134.000000 Penalty: 5932.635254
	Iteration 18Q: 3 clusters Score -2.007013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20070176.000000 Penalty: 5932.635254
	Iteration 19Q: 3 clusters Score -2.007018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20070196.000000 Penalty: 5932.635254
	Iteration 20F: 3 clusters Score -2.00702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20070204.000000 Penalty: 5932.635254
	Iteration 21Q: 3 clusters Score -2.00702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20070220.000000 Penalty: 5932.635254
	Iteration 22Q: 3 clusters Score -2.007022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20070234.000000 Penalty: 5932.635254
	Iteration 23Q: 3 clusters Score -2.007023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20070228.000000 Penalty: 5932.635254
	Iteration 24Q: 3 clusters Score -2.007023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -20070220.000000 Penalty: 5932.635254
	Iteration 25Q: 3 clusters Score -2.007022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20070222.000000 Penalty: 5932.635254
	Iteration 26Q: 3 clusters Score -2.007022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20070224.000000 Penalty: 5932.635254
	Iteration 27Q: 3 clusters Score -2.007022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20070224.000000 Penalty: 5932.635254
	Iteration 28F: 3 clusters Score -2.007022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (180444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Entering Unmasked Estep 
Score: -23227750.000000 Penalty: 3001.587646
	Iteration 0F: 2 clusters Score -2.322775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -23108344.000000 Penalty: 6003.175293
	Iteration 0F: 3 clusters Score -2.310834e+07 nChanged 86380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -23159224.000000 Penalty: 6003.175293
	Iteration 1F: 3 clusters Score -2.315922e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -23160494.000000 Penalty: 6003.175293
	Iteration 2Q: 3 clusters Score -2.316049e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -23162004.000000 Penalty: 6003.175293
	Iteration 3Q: 3 clusters Score -2.3162e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -23165122.000000 Penalty: 6003.175293
	Iteration 4Q: 3 clusters Score -2.316512e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -23170556.000000 Penalty: 6003.175293
	Iteration 5F: 3 clusters Score -2.317056e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -23179720.000000 Penalty: 6003.175293
	Iteration 6F: 3 clusters Score -2.317972e+07 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143870 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -23192826.000000 Penalty: 6003.175293
	Iteration 7F: 3 clusters Score -2.319283e+07 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -23206596.000000 Penalty: 6003.175293
	Iteration 8F: 3 clusters Score -2.32066e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -23216090.000000 Penalty: 6003.175293
	Iteration 9F: 3 clusters Score -2.321609e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174234 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -23221262.000000 Penalty: 6003.175293
	Iteration 10Q: 3 clusters Score -2.322126e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -23223610.000000 Penalty: 6003.175293
	Iteration 11Q: 3 clusters Score -2.322361e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178245 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23224494.000000 Penalty: 6003.175293
	Iteration 12Q: 3 clusters Score -2.322449e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23224922.000000 Penalty: 6003.175293
	Iteration 13Q: 3 clusters Score -2.322492e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179185 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23225112.000000 Penalty: 6003.175293
	Iteration 14Q: 3 clusters Score -2.322511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23225150.000000 Penalty: 6003.175293
	Iteration 15Q: 3 clusters Score -2.322515e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23225256.000000 Penalty: 6003.175293
	Iteration 16Q: 3 clusters Score -2.322526e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23225290.000000 Penalty: 6003.175293
	Iteration 17Q: 3 clusters Score -2.322529e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -23225322.000000 Penalty: 6003.175293
	Iteration 18Q: 3 clusters Score -2.322532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23225358.000000 Penalty: 6003.175293
	Iteration 19Q: 3 clusters Score -2.322536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23225364.000000 Penalty: 6003.175293
	Iteration 20F: 3 clusters Score -2.322536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23225380.000000 Penalty: 6003.175293
	Iteration 21Q: 3 clusters Score -2.322538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23225404.000000 Penalty: 6003.175293
	Iteration 22Q: 3 clusters Score -2.32254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23225424.000000 Penalty: 6003.175293
	Iteration 23Q: 3 clusters Score -2.322542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23225412.000000 Penalty: 6003.175293
	Iteration 24Q: 3 clusters Score -2.322541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179643 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23225428.000000 Penalty: 6003.175293
	Iteration 25Q: 3 clusters Score -2.322543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179647 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -23225430.000000 Penalty: 6003.175293
	Iteration 26Q: 3 clusters Score -2.322543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23225438.000000 Penalty: 6003.175293
	Iteration 27Q: 3 clusters Score -2.322544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23225448.000000 Penalty: 6003.175293
	Iteration 28Q: 3 clusters Score -2.322545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179659 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23225434.000000 Penalty: 6003.175293
	Iteration 29Q: 3 clusters Score -2.322543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -23225438.000000 Penalty: 6003.175293
	Iteration 30Q: 3 clusters Score -2.322544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179663 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23225438.000000 Penalty: 6003.175293
	Iteration 31Q: 3 clusters Score -2.322544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -23225432.000000 Penalty: 6003.175293
	Iteration 32Q: 3 clusters Score -2.322543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179666 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23225430.000000 Penalty: 6003.175293
	Iteration 33Q: 3 clusters Score -2.322543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179666 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23225430.000000 Penalty: 6003.175293
	Iteration 34F: 3 clusters Score -2.322543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 50385 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179228 members 
Mstep: Class 6 contains 197378 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 20488 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72509 members 
Mstep: Class 17 contains 166927 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 156523 members 
Mstep: Class 23 contains 180444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460304.000000 Penalty: 80372.445312
Iteration 239Q: 24 clusters Score -1.664603e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 50494 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179409 members 
Mstep: Class 6 contains 197310 members 
Mstep: Class 7 contains 40137 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 13522 members 
Mstep: Class 10 contains 20484 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29166 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72493 members 
Mstep: Class 17 contains 166942 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159314 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156435 members 
Mstep: Class 23 contains 180395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460304.000000 Penalty: 80372.445312
Iteration 240F: 24 clusters Score -1.664603e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 50641 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179563 members 
Mstep: Class 6 contains 197297 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 13490 members 
Mstep: Class 10 contains 20483 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29195 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72479 members 
Mstep: Class 17 contains 166937 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159238 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156339 members 
Mstep: Class 23 contains 180334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 24 clusters Score -1.664604e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 50787 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179772 members 
Mstep: Class 6 contains 197202 members 
Mstep: Class 7 contains 40090 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 13468 members 
Mstep: Class 10 contains 20484 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29227 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72456 members 
Mstep: Class 17 contains 166914 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 159174 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156263 members 
Mstep: Class 23 contains 180282 members 
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Iteration 242Q: 24 clusters Score -1.664603e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 50929 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 179971 members 
Mstep: Class 6 contains 197086 members 
Mstep: Class 7 contains 40071 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 13443 members 
Mstep: Class 10 contains 20478 members 
Mstep: Class 11 contains 17280 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29255 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72447 members 
Mstep: Class 17 contains 166931 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 8457 members 
Mstep: Class 20 contains 159099 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156197 members 
Mstep: Class 23 contains 180227 members 
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Iteration 243Q: 24 clusters Score -1.664603e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180144 members 
Mstep: Class 6 contains 197016 members 
Mstep: Class 7 contains 40051 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13421 members 
Mstep: Class 10 contains 20476 members 
Mstep: Class 11 contains 17271 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72438 members 
Mstep: Class 17 contains 166976 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 8456 members 
Mstep: Class 20 contains 159032 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156145 members 
Mstep: Class 23 contains 180134 members 
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Iteration 244Q: 24 clusters Score -1.664606e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 51199 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180318 members 
Mstep: Class 6 contains 196949 members 
Mstep: Class 7 contains 40036 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13392 members 
Mstep: Class 10 contains 20470 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29311 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72426 members 
Mstep: Class 17 contains 166979 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 8455 members 
Mstep: Class 20 contains 158992 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156067 members 
Mstep: Class 23 contains 180033 members 
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Iteration 245Q: 24 clusters Score -1.664603e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 51369 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180402 members 
Mstep: Class 6 contains 196922 members 
Mstep: Class 7 contains 40025 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13368 members 
Mstep: Class 10 contains 20463 members 
Mstep: Class 11 contains 17242 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29335 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72423 members 
Mstep: Class 17 contains 166984 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 158946 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 156004 members 
Mstep: Class 23 contains 179946 members 
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Iteration 246Q: 24 clusters Score -1.664603e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 51541 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180457 members 
Mstep: Class 6 contains 196917 members 
Mstep: Class 7 contains 40014 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13342 members 
Mstep: Class 10 contains 20459 members 
Mstep: Class 11 contains 17233 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29365 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72407 members 
Mstep: Class 17 contains 166984 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 158909 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 155948 members 
Mstep: Class 23 contains 179860 members 
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Iteration 247Q: 24 clusters Score -1.664601e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 51718 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180519 members 
Mstep: Class 6 contains 196910 members 
Mstep: Class 7 contains 40002 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13317 members 
Mstep: Class 10 contains 20452 members 
Mstep: Class 11 contains 17225 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29394 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72397 members 
Mstep: Class 17 contains 166959 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 158866 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 155888 members 
Mstep: Class 23 contains 179782 members 
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Iteration 248Q: 24 clusters Score -1.664602e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 51886 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180570 members 
Mstep: Class 6 contains 196903 members 
Mstep: Class 7 contains 39989 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13303 members 
Mstep: Class 10 contains 20442 members 
Mstep: Class 11 contains 17220 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29415 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72383 members 
Mstep: Class 17 contains 166947 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 158832 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 155826 members 
Mstep: Class 23 contains 179713 members 
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Iteration 249Q: 24 clusters Score -1.664603e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180608 members 
Mstep: Class 6 contains 196918 members 
Mstep: Class 7 contains 39973 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13281 members 
Mstep: Class 10 contains 20433 members 
Mstep: Class 11 contains 17206 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29441 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72364 members 
Mstep: Class 17 contains 166924 members 
Mstep: Class 18 contains 11704 members 
Mstep: Class 19 contains 8451 members 
Mstep: Class 20 contains 158812 members 
Mstep: Class 21 contains 4298 members 
Mstep: Class 22 contains 155752 members 
Mstep: Class 23 contains 179647 members 
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Iteration 250Q: 24 clusters Score -1.664603e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 52246 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180606 members 
Mstep: Class 6 contains 196915 members 
Mstep: Class 7 contains 39966 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13258 members 
Mstep: Class 10 contains 20426 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29457 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72358 members 
Mstep: Class 17 contains 166928 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 158797 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155696 members 
Mstep: Class 23 contains 179579 members 
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Iteration 251Q: 24 clusters Score -1.664603e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 52439 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180586 members 
Mstep: Class 6 contains 196927 members 
Mstep: Class 7 contains 39956 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13239 members 
Mstep: Class 10 contains 20415 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29472 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72344 members 
Mstep: Class 17 contains 166908 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 158787 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 155643 members 
Mstep: Class 23 contains 179536 members 
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Iteration 252Q: 24 clusters Score -1.664604e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 52628 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180554 members 
Mstep: Class 6 contains 196931 members 
Mstep: Class 7 contains 39948 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 17159 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29490 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72331 members 
Mstep: Class 17 contains 166901 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 158776 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155590 members 
Mstep: Class 23 contains 179498 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.664602e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 52820 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180551 members 
Mstep: Class 6 contains 196921 members 
Mstep: Class 7 contains 39941 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 20381 members 
Mstep: Class 11 contains 17140 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29507 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72325 members 
Mstep: Class 17 contains 166887 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 158773 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155533 members 
Mstep: Class 23 contains 179431 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.664603e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 53009 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180542 members 
Mstep: Class 6 contains 196923 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 20372 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29533 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 166875 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 158766 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155472 members 
Mstep: Class 23 contains 179384 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -1.664602e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 53197 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180521 members 
Mstep: Class 6 contains 196920 members 
Mstep: Class 7 contains 39910 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 20365 members 
Mstep: Class 11 contains 17097 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29550 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72292 members 
Mstep: Class 17 contains 166877 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 158752 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155415 members 
Mstep: Class 23 contains 179354 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -1.664603e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 53362 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180503 members 
Mstep: Class 6 contains 196908 members 
Mstep: Class 7 contains 39893 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13159 members 
Mstep: Class 10 contains 20361 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29567 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72289 members 
Mstep: Class 17 contains 166889 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 158740 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155346 members 
Mstep: Class 23 contains 179318 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.664605e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 53527 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180518 members 
Mstep: Class 6 contains 196902 members 
Mstep: Class 7 contains 39873 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13149 members 
Mstep: Class 10 contains 20356 members 
Mstep: Class 11 contains 17064 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29588 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72280 members 
Mstep: Class 17 contains 166879 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 158736 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155255 members 
Mstep: Class 23 contains 179286 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.664606e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 53717 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180518 members 
Mstep: Class 6 contains 196917 members 
Mstep: Class 7 contains 39860 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 20349 members 
Mstep: Class 11 contains 17048 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29611 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72274 members 
Mstep: Class 17 contains 166861 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 158712 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155171 members 
Mstep: Class 23 contains 179241 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.664606e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 53873 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180569 members 
Mstep: Class 6 contains 196903 members 
Mstep: Class 7 contains 39842 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 20345 members 
Mstep: Class 11 contains 17038 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29636 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72258 members 
Mstep: Class 17 contains 166851 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 158698 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155075 members 
Mstep: Class 23 contains 179214 members 
Entering Unmasked Estep 
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Iteration 260F: 24 clusters Score -1.664606e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 54001 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180646 members 
Mstep: Class 6 contains 196877 members 
Mstep: Class 7 contains 39823 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 10 contains 20341 members 
Mstep: Class 11 contains 17019 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72253 members 
Mstep: Class 17 contains 166837 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 158682 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 155006 members 
Mstep: Class 23 contains 179170 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.664607e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180706 members 
Mstep: Class 6 contains 196837 members 
Mstep: Class 7 contains 39798 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 20339 members 
Mstep: Class 11 contains 17004 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29670 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72249 members 
Mstep: Class 17 contains 166870 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154932 members 
Mstep: Class 23 contains 179143 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.664608e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 54226 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180803 members 
Mstep: Class 6 contains 196808 members 
Mstep: Class 7 contains 39774 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 20336 members 
Mstep: Class 11 contains 16991 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29677 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72252 members 
Mstep: Class 17 contains 166868 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154849 members 
Mstep: Class 23 contains 179113 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.664608e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 54339 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180896 members 
Mstep: Class 6 contains 196798 members 
Mstep: Class 7 contains 39744 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13061 members 
Mstep: Class 10 contains 20336 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29707 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72249 members 
Mstep: Class 17 contains 166853 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 158625 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154775 members 
Mstep: Class 23 contains 179066 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.664608e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3837 members 
Mstep: Class 3 contains 54463 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180945 members 
Mstep: Class 6 contains 196804 members 
Mstep: Class 7 contains 39721 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 20335 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29739 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72241 members 
Mstep: Class 17 contains 166846 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 20 contains 158612 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154700 members 
Mstep: Class 23 contains 179017 members 
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Iteration 265Q: 24 clusters Score -1.664609e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 54572 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 180977 members 
Mstep: Class 6 contains 196809 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13029 members 
Mstep: Class 10 contains 20334 members 
Mstep: Class 11 contains 16953 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29764 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72234 members 
Mstep: Class 17 contains 166846 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8418 members 
Mstep: Class 20 contains 158610 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154631 members 
Mstep: Class 23 contains 178981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460976.000000 Penalty: 80372.445312
Iteration 266Q: 24 clusters Score -1.66461e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 54666 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181024 members 
Mstep: Class 6 contains 196803 members 
Mstep: Class 7 contains 39678 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 20333 members 
Mstep: Class 11 contains 16941 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29794 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72231 members 
Mstep: Class 17 contains 166852 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 158597 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154571 members 
Mstep: Class 23 contains 178921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460960.000000 Penalty: 80372.445312
Iteration 267Q: 24 clusters Score -1.66461e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 54782 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181050 members 
Mstep: Class 6 contains 196776 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 20330 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29814 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72223 members 
Mstep: Class 17 contains 166859 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 158581 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 154517 members 
Mstep: Class 23 contains 178899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460912.000000 Penalty: 80372.445312
Iteration 268Q: 24 clusters Score -1.664609e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 54869 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181113 members 
Mstep: Class 6 contains 196707 members 
Mstep: Class 7 contains 39649 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 20329 members 
Mstep: Class 11 contains 16917 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72211 members 
Mstep: Class 17 contains 166875 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 158571 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 154468 members 
Mstep: Class 23 contains 178885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461088.000000 Penalty: 80372.445312
Iteration 269Q: 24 clusters Score -1.664611e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 54965 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181132 members 
Mstep: Class 6 contains 196695 members 
Mstep: Class 7 contains 39635 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 20329 members 
Mstep: Class 11 contains 16904 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29854 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72197 members 
Mstep: Class 17 contains 166881 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 158569 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 154413 members 
Mstep: Class 23 contains 178852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461200.000000 Penalty: 80372.445312
Iteration 270Q: 24 clusters Score -1.664612e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 55057 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181176 members 
Mstep: Class 6 contains 196642 members 
Mstep: Class 7 contains 39616 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 20329 members 
Mstep: Class 11 contains 16891 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29879 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72188 members 
Mstep: Class 17 contains 166892 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 158568 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 154351 members 
Mstep: Class 23 contains 178852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461104.000000 Penalty: 80372.445312
Iteration 271Q: 24 clusters Score -1.664611e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 55158 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181215 members 
Mstep: Class 6 contains 196613 members 
Mstep: Class 7 contains 39589 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 20328 members 
Mstep: Class 11 contains 16877 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72180 members 
Mstep: Class 17 contains 166895 members 
Mstep: Class 18 contains 11687 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 158560 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 154288 members 
Mstep: Class 23 contains 178847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461040.000000 Penalty: 80372.445312
Iteration 272Q: 24 clusters Score -1.66461e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 55257 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181254 members 
Mstep: Class 6 contains 196589 members 
Mstep: Class 7 contains 39570 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12963 members 
Mstep: Class 10 contains 20325 members 
Mstep: Class 11 contains 16860 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 72173 members 
Mstep: Class 17 contains 166887 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 20 contains 158557 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 154218 members 
Mstep: Class 23 contains 178861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461120.000000 Penalty: 80372.445312
Iteration 273Q: 24 clusters Score -1.664611e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 55352 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181274 members 
Mstep: Class 6 contains 196560 members 
Mstep: Class 7 contains 39556 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12948 members 
Mstep: Class 10 contains 20323 members 
Mstep: Class 11 contains 16851 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29946 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 72167 members 
Mstep: Class 17 contains 166868 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8407 members 
Mstep: Class 20 contains 158562 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 154165 members 
Mstep: Class 23 contains 178866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461072.000000 Penalty: 80372.445312
Iteration 274Q: 24 clusters Score -1.664611e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 55449 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181294 members 
Mstep: Class 6 contains 196524 members 
Mstep: Class 7 contains 39539 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 20320 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29970 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 17 contains 166856 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8402 members 
Mstep: Class 20 contains 158558 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 154132 members 
Mstep: Class 23 contains 178857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461152.000000 Penalty: 80372.445312
Iteration 275Q: 24 clusters Score -1.664612e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 55562 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181300 members 
Mstep: Class 6 contains 196509 members 
Mstep: Class 7 contains 39518 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12927 members 
Mstep: Class 10 contains 20320 members 
Mstep: Class 11 contains 16833 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 29994 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72157 members 
Mstep: Class 17 contains 166822 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 158557 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 154089 members 
Mstep: Class 23 contains 178854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461072.000000 Penalty: 80372.445312
Iteration 276Q: 24 clusters Score -1.664611e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 55671 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181306 members 
Mstep: Class 6 contains 196495 members 
Mstep: Class 7 contains 39499 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 20320 members 
Mstep: Class 11 contains 16824 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30014 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72159 members 
Mstep: Class 17 contains 166779 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158567 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 154057 members 
Mstep: Class 23 contains 178838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460992.000000 Penalty: 80372.445312
Iteration 277Q: 24 clusters Score -1.66461e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 55794 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181297 members 
Mstep: Class 6 contains 196441 members 
Mstep: Class 7 contains 39491 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12904 members 
Mstep: Class 10 contains 20316 members 
Mstep: Class 11 contains 16819 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30033 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72160 members 
Mstep: Class 17 contains 166741 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158579 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 154015 members 
Mstep: Class 23 contains 178856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460928.000000 Penalty: 80372.445312
Iteration 278Q: 24 clusters Score -1.664609e+08 nChanged 514
Entering ConstructFrom: 
Score: -166460928.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 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 388 members 
Entering Unmasked Estep 
Score: -89456.921875 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89456.92 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89798.890625 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89798.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89982.937500 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89982.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90079.140625 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -90079.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90167.226562 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -90167.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90263.835938 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -90263.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90430.835938 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -90430.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90681.093750 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -90681.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90932.718750 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -90932.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90989.476562 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -90989.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91035.109375 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -91035.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91071.179688 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -91071.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91107.179688 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -91107.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91137.078125 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -91137.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91151.398438 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -91151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91181.078125 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -91181.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91190.414062 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -91190.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91194.109375 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -91194.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91202.843750 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -91202.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91215.921875 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -91215.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91233.304688 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -91233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91239.625000 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -91239.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91239.625000 Penalty: 3321.116211
	Iteration 22F: 3 clusters Score -91239.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 55902 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 196396 members 
Mstep: Class 7 contains 39482 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72159 members 
Mstep: Class 17 contains 166725 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153967 members 
Mstep: Class 23 contains 178878 members 
Mstep: Class 24 contains 605 members 
Entering Unmasked Estep 
Score: -166458992.000000 Penalty: 83866.898438
Splitting cluster 1 changes total score from -166460928.000000 to -166458992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -483208.437500 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -483208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -479382.312500 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -479382.3 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -480380.718750 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -480380.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -480695.312500 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -480695.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -480947.125000 Penalty: 4095.277100
	Iteration 3F: 3 clusters Score -480947.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481181.093750 Penalty: 4095.277100
	Iteration 4F: 3 clusters Score -481181.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -481363.843750 Penalty: 4095.277100
	Iteration 5Q: 3 clusters Score -481363.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -481497.875000 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -481497.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -481656.937500 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -481656.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -481800.531250 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -481800.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -481925.187500 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -481925.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -482030.625000 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -482030.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -482125.156250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -482125.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -482205.593750 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -482205.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -482276.781250 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -482276.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -482334.906250 Penalty: 4095.277100
	Iteration 14Q: 3 clusters Score -482334.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -482370.468750 Penalty: 4095.277100
	Iteration 15Q: 3 clusters Score -482370.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -482404.093750 Penalty: 4095.277100
	Iteration 16Q: 3 clusters Score -482404.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -482436.125000 Penalty: 4095.277100
	Iteration 17Q: 3 clusters Score -482436.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -482455.500000 Penalty: 4095.277100
	Iteration 18Q: 3 clusters Score -482455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -482470.093750 Penalty: 4095.277100
	Iteration 19Q: 3 clusters Score -482470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -482475.812500 Penalty: 4095.277100
	Iteration 20F: 3 clusters Score -482475.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -482480.500000 Penalty: 4095.277100
	Iteration 21Q: 3 clusters Score -482480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -482482.750000 Penalty: 4095.277100
	Iteration 22Q: 3 clusters Score -482482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -482483.343750 Penalty: 4095.277100
	Iteration 23Q: 3 clusters Score -482483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -482483.343750 Penalty: 4095.277100
	Iteration 24F: 3 clusters Score -482483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Entering Unmasked Estep 
Score: -7266576.000000 Penalty: 2710.976074
	Iteration 0F: 2 clusters Score -7266576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7228855.000000 Penalty: 5421.952148
	Iteration 0F: 3 clusters Score -7228855 nChanged 25988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -7243250.500000 Penalty: 5421.952148
	Iteration 1F: 3 clusters Score -7243250 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -7243740.500000 Penalty: 5421.952148
	Iteration 2Q: 3 clusters Score -7243740 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -7244414.500000 Penalty: 5421.952148
	Iteration 3Q: 3 clusters Score -7244414 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -7245297.000000 Penalty: 5421.952148
	Iteration 4Q: 3 clusters Score -7245297 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7246636.500000 Penalty: 5421.952148
	Iteration 5F: 3 clusters Score -7246636 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7248865.500000 Penalty: 5421.952148
	Iteration 6F: 3 clusters Score -7248866 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -7252302.500000 Penalty: 5421.952148
	Iteration 7F: 3 clusters Score -7252302 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -7256839.500000 Penalty: 5421.952148
	Iteration 8F: 3 clusters Score -7256840 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7260830.000000 Penalty: 5421.952148
	Iteration 9F: 3 clusters Score -7260830 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -7262901.500000 Penalty: 5421.952148
	Iteration 10Q: 3 clusters Score -7262902 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7263684.000000 Penalty: 5421.952148
	Iteration 11Q: 3 clusters Score -7263684 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7264006.000000 Penalty: 5421.952148
	Iteration 12Q: 3 clusters Score -7264006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -7264156.000000 Penalty: 5421.952148
	Iteration 13Q: 3 clusters Score -7264156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7264250.000000 Penalty: 5421.952148
	Iteration 14Q: 3 clusters Score -7264250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -7264295.000000 Penalty: 5421.952148
	Iteration 15Q: 3 clusters Score -7264295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7264338.000000 Penalty: 5421.952148
	Iteration 16Q: 3 clusters Score -7264338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7264355.000000 Penalty: 5421.952148
	Iteration 17Q: 3 clusters Score -7264355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7264377.500000 Penalty: 5421.952148
	Iteration 18Q: 3 clusters Score -7264378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7264402.500000 Penalty: 5421.952148
	Iteration 19Q: 3 clusters Score -7264402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7264423.500000 Penalty: 5421.952148
	Iteration 20F: 3 clusters Score -7264424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7264441.000000 Penalty: 5421.952148
	Iteration 21Q: 3 clusters Score -7264441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -7264451.500000 Penalty: 5421.952148
	Iteration 22Q: 3 clusters Score -7264452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -7264458.500000 Penalty: 5421.952148
	Iteration 23Q: 3 clusters Score -7264458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -7264467.500000 Penalty: 5421.952148
	Iteration 24Q: 3 clusters Score -7264468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -7264487.000000 Penalty: 5421.952148
	Iteration 25Q: 3 clusters Score -7264487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7264501.000000 Penalty: 5421.952148
	Iteration 26Q: 3 clusters Score -7264501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -7264510.000000 Penalty: 5421.952148
	Iteration 27Q: 3 clusters Score -7264510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -7264523.500000 Penalty: 5421.952148
	Iteration 28Q: 3 clusters Score -7264524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -7264541.500000 Penalty: 5421.952148
	Iteration 29Q: 3 clusters Score -7264542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -7264554.000000 Penalty: 5421.952148
	Iteration 30Q: 3 clusters Score -7264554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7264559.000000 Penalty: 5421.952148
	Iteration 31Q: 3 clusters Score -7264559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -7264563.000000 Penalty: 5421.952148
	Iteration 32Q: 3 clusters Score -7264563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7264582.000000 Penalty: 5421.952148
	Iteration 33Q: 3 clusters Score -7264582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7264579.500000 Penalty: 5421.952148
	Iteration 34Q: 3 clusters Score -7264580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7264586.000000 Penalty: 5421.952148
	Iteration 35Q: 3 clusters Score -7264586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7264590.500000 Penalty: 5421.952148
	Iteration 36Q: 3 clusters Score -7264590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -7264593.000000 Penalty: 5421.952148
	Iteration 37Q: 3 clusters Score -7264593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -7264594.000000 Penalty: 5421.952148
	Iteration 38Q: 3 clusters Score -7264594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -7264604.000000 Penalty: 5421.952148
	Iteration 39Q: 3 clusters Score -7264604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7264600.000000 Penalty: 5421.952148
	Iteration 40F: 3 clusters Score -7264600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -7264608.000000 Penalty: 5421.952148
	Iteration 41Q: 3 clusters Score -7264608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -7264614.000000 Penalty: 5421.952148
	Iteration 42Q: 3 clusters Score -7264614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -7264617.500000 Penalty: 5421.952148
	Iteration 43Q: 3 clusters Score -7264618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -7264614.500000 Penalty: 5421.952148
	Iteration 44Q: 3 clusters Score -7264614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -7264615.000000 Penalty: 5421.952148
	Iteration 45Q: 3 clusters Score -7264615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -7264615.000000 Penalty: 5421.952148
	Iteration 46F: 3 clusters Score -7264615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92593.359375 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92593.36 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93097.179688 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93097.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93426.781250 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93426.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93717.687500 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -93717.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93917.242188 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -93917.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94047.742188 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -94047.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94152.937500 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94152.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94224.390625 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94224.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -94271.726562 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94271.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94352.718750 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94352.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94501.132812 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -94501.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94569.617188 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -94569.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94593.000000 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -94593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -94629.304688 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -94629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94645.562500 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -94645.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94647.632812 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -94647.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94650.953125 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -94650.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94658.359375 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -94658.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -94687.187500 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -94687.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94692.968750 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -94692.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94697.054688 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -94697.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -94710.882812 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -94710.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94717.250000 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -94717.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94717.250000 Penalty: 3382.728027
	Iteration 23F: 3 clusters Score -94717.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 55902 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 196396 members 
Mstep: Class 7 contains 39482 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72159 members 
Mstep: Class 17 contains 166725 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153967 members 
Mstep: Class 23 contains 178878 members 
Mstep: Class 24 contains 641 members 
Entering Unmasked Estep 
Score: -166459392.000000 Penalty: 83866.898438
Splitting cluster 4 changes total score from -166460928.000000 to -166459392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (181295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181295 members 
Entering Unmasked Estep 
Score: -23460200.000000 Penalty: 3002.754395
	Iteration 0F: 2 clusters Score -2.34602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -23342566.000000 Penalty: 6005.508789
	Iteration 0F: 3 clusters Score -2.334257e+07 nChanged 87065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -23394188.000000 Penalty: 6005.508789
	Iteration 1F: 3 clusters Score -2.339419e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -23395694.000000 Penalty: 6005.508789
	Iteration 2Q: 3 clusters Score -2.339569e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -23397436.000000 Penalty: 6005.508789
	Iteration 3Q: 3 clusters Score -2.339744e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -23399858.000000 Penalty: 6005.508789
	Iteration 4Q: 3 clusters Score -2.339986e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -23403072.000000 Penalty: 6005.508789
	Iteration 5Q: 3 clusters Score -2.340307e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -23407798.000000 Penalty: 6005.508789
	Iteration 6F: 3 clusters Score -2.34078e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -23414202.000000 Penalty: 6005.508789
	Iteration 7F: 3 clusters Score -2.34142e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -23422748.000000 Penalty: 6005.508789
	Iteration 8F: 3 clusters Score -2.342275e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 121412 members 
Entering Unmasked Estep 
Score: -23430742.000000 Penalty: 6005.508789
	Iteration 9F: 3 clusters Score -2.343074e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -23436182.000000 Penalty: 6005.508789
	Iteration 10F: 3 clusters Score -2.343618e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -23438812.000000 Penalty: 6005.508789
	Iteration 11Q: 3 clusters Score -2.343881e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -23440286.000000 Penalty: 6005.508789
	Iteration 12Q: 3 clusters Score -2.344029e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 135601 members 
Entering Unmasked Estep 
Score: -23441548.000000 Penalty: 6005.508789
	Iteration 13Q: 3 clusters Score -2.344155e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 138674 members 
Entering Unmasked Estep 
Score: -23442728.000000 Penalty: 6005.508789
	Iteration 14Q: 3 clusters Score -2.344273e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -23443978.000000 Penalty: 6005.508789
	Iteration 15Q: 3 clusters Score -2.344398e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -23445298.000000 Penalty: 6005.508789
	Iteration 16Q: 3 clusters Score -2.34453e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 147874 members 
Entering Unmasked Estep 
Score: -23446404.000000 Penalty: 6005.508789
	Iteration 17Q: 3 clusters Score -2.34464e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -23447662.000000 Penalty: 6005.508789
	Iteration 18Q: 3 clusters Score -2.344766e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 153672 members 
Entering Unmasked Estep 
Score: -23448908.000000 Penalty: 6005.508789
	Iteration 19Q: 3 clusters Score -2.344891e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -23450038.000000 Penalty: 6005.508789
	Iteration 20F: 3 clusters Score -2.345004e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -23451102.000000 Penalty: 6005.508789
	Iteration 21Q: 3 clusters Score -2.34511e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -23452278.000000 Penalty: 6005.508789
	Iteration 22Q: 3 clusters Score -2.345228e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -23453496.000000 Penalty: 6005.508789
	Iteration 23Q: 3 clusters Score -2.34535e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 166604 members 
Entering Unmasked Estep 
Score: -23454318.000000 Penalty: 6005.508789
	Iteration 24Q: 3 clusters Score -2.345432e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -23455200.000000 Penalty: 6005.508789
	Iteration 25Q: 3 clusters Score -2.34552e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -23455826.000000 Penalty: 6005.508789
	Iteration 26Q: 3 clusters Score -2.345583e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 172549 members 
Entering Unmasked Estep 
Score: -23456300.000000 Penalty: 6005.508789
	Iteration 27Q: 3 clusters Score -2.34563e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -23456748.000000 Penalty: 6005.508789
	Iteration 28Q: 3 clusters Score -2.345675e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -23457080.000000 Penalty: 6005.508789
	Iteration 29Q: 3 clusters Score -2.345708e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23457218.000000 Penalty: 6005.508789
	Iteration 30Q: 3 clusters Score -2.345722e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 177603 members 
Entering Unmasked Estep 
Score: -23457420.000000 Penalty: 6005.508789
	Iteration 31Q: 3 clusters Score -2.345742e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23457486.000000 Penalty: 6005.508789
	Iteration 32Q: 3 clusters Score -2.345749e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 178809 members 
Entering Unmasked Estep 
Score: -23457544.000000 Penalty: 6005.508789
	Iteration 33Q: 3 clusters Score -2.345754e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -23457656.000000 Penalty: 6005.508789
	Iteration 34Q: 3 clusters Score -2.345766e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -23457760.000000 Penalty: 6005.508789
	Iteration 35Q: 3 clusters Score -2.345776e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 179749 members 
Entering Unmasked Estep 
Score: -23457842.000000 Penalty: 6005.508789
	Iteration 36Q: 3 clusters Score -2.345784e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 179932 members 
Entering Unmasked Estep 
Score: -23457898.000000 Penalty: 6005.508789
	Iteration 37Q: 3 clusters Score -2.34579e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 180081 members 
Entering Unmasked Estep 
Score: -23458032.000000 Penalty: 6005.508789
	Iteration 38Q: 3 clusters Score -2.345803e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -23458046.000000 Penalty: 6005.508789
	Iteration 39Q: 3 clusters Score -2.345805e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 180268 members 
Entering Unmasked Estep 
Score: -23458058.000000 Penalty: 6005.508789
	Iteration 40F: 3 clusters Score -2.345806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 180318 members 
Entering Unmasked Estep 
Score: -23458058.000000 Penalty: 6005.508789
	Iteration 41Q: 3 clusters Score -2.345806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 180361 members 
Entering Unmasked Estep 
Score: -23458062.000000 Penalty: 6005.508789
	Iteration 42Q: 3 clusters Score -2.345806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -23458058.000000 Penalty: 6005.508789
	Iteration 43Q: 3 clusters Score -2.345806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -23458082.000000 Penalty: 6005.508789
	Iteration 44Q: 3 clusters Score -2.345808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 180447 members 
Entering Unmasked Estep 
Score: -23458108.000000 Penalty: 6005.508789
	Iteration 45Q: 3 clusters Score -2.345811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 180473 members 
Entering Unmasked Estep 
Score: -23458124.000000 Penalty: 6005.508789
	Iteration 46Q: 3 clusters Score -2.345812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 180492 members 
Entering Unmasked Estep 
Score: -23458090.000000 Penalty: 6005.508789
	Iteration 47Q: 3 clusters Score -2.345809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 180509 members 
Entering Unmasked Estep 
Score: -23458070.000000 Penalty: 6005.508789
	Iteration 48Q: 3 clusters Score -2.345807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -23458074.000000 Penalty: 6005.508789
	Iteration 49Q: 3 clusters Score -2.345807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -23458078.000000 Penalty: 6005.508789
	Iteration 50Q: 3 clusters Score -2.345808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -23458074.000000 Penalty: 6005.508789
	Iteration 51Q: 3 clusters Score -2.345807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 180540 members 
Entering Unmasked Estep 
Score: -23458062.000000 Penalty: 6005.508789
	Iteration 52Q: 3 clusters Score -2.345806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 180549 members 
Entering Unmasked Estep 
Score: -23458058.000000 Penalty: 6005.508789
	Iteration 53Q: 3 clusters Score -2.345806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 180557 members 
Entering Unmasked Estep 
Score: -23458044.000000 Penalty: 6005.508789
	Iteration 54Q: 3 clusters Score -2.345804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 180563 members 
Entering Unmasked Estep 
Score: -23458040.000000 Penalty: 6005.508789
	Iteration 55Q: 3 clusters Score -2.345804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
Score: -23458026.000000 Penalty: 6005.508789
	Iteration 56Q: 3 clusters Score -2.345803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 180568 members 
Entering Unmasked Estep 
Score: -23458028.000000 Penalty: 6005.508789
	Iteration 57Q: 3 clusters Score -2.345803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -23458032.000000 Penalty: 6005.508789
	Iteration 58Q: 3 clusters Score -2.345803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 180574 members 
Entering Unmasked Estep 
Score: -23458038.000000 Penalty: 6005.508789
	Iteration 59Q: 3 clusters Score -2.345804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 180578 members 
Entering Unmasked Estep 
Score: -23458046.000000 Penalty: 6005.508789
	Iteration 60F: 3 clusters Score -2.345805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 180580 members 
Entering Unmasked Estep 
Score: -23458042.000000 Penalty: 6005.508789
	Iteration 61Q: 3 clusters Score -2.345804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 180587 members 
Entering Unmasked Estep 
Score: -23458048.000000 Penalty: 6005.508789
	Iteration 62Q: 3 clusters Score -2.345805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 180593 members 
Entering Unmasked Estep 
Score: -23458040.000000 Penalty: 6005.508789
	Iteration 63Q: 3 clusters Score -2.345804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 180598 members 
Entering Unmasked Estep 
Score: -23458034.000000 Penalty: 6005.508789
	Iteration 64Q: 3 clusters Score -2.345803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -23458044.000000 Penalty: 6005.508789
	Iteration 65Q: 3 clusters Score -2.345804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 180606 members 
Entering Unmasked Estep 
Score: -23458038.000000 Penalty: 6005.508789
	Iteration 66Q: 3 clusters Score -2.345804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 180608 members 
Entering Unmasked Estep 
Score: -23458038.000000 Penalty: 6005.508789
	Iteration 67Q: 3 clusters Score -2.345804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -23458022.000000 Penalty: 6005.508789
	Iteration 68Q: 3 clusters Score -2.345802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -23458022.000000 Penalty: 6005.508789
	Iteration 69F: 3 clusters Score -2.345802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (196396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Entering Unmasked Estep 
Score: -25379182.000000 Penalty: 3022.596191
	Iteration 0F: 2 clusters Score -2.537918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -25253444.000000 Penalty: 6045.192383
	Iteration 0F: 3 clusters Score -2.525344e+07 nChanged 94708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -25308550.000000 Penalty: 6045.192383
	Iteration 1F: 3 clusters Score -2.530855e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -25309450.000000 Penalty: 6045.192383
	Iteration 2Q: 3 clusters Score -2.530945e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -25310728.000000 Penalty: 6045.192383
	Iteration 3Q: 3 clusters Score -2.531073e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -25311838.000000 Penalty: 6045.192383
	Iteration 4Q: 3 clusters Score -2.531184e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -25313582.000000 Penalty: 6045.192383
	Iteration 5Q: 3 clusters Score -2.531358e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -25316232.000000 Penalty: 6045.192383
	Iteration 6Q: 3 clusters Score -2.531623e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -25320598.000000 Penalty: 6045.192383
	Iteration 7Q: 3 clusters Score -2.53206e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -25328096.000000 Penalty: 6045.192383
	Iteration 8F: 3 clusters Score -2.53281e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 143587 members 
Entering Unmasked Estep 
Score: -25338096.000000 Penalty: 6045.192383
	Iteration 9F: 3 clusters Score -2.53381e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -25350304.000000 Penalty: 6045.192383
	Iteration 10F: 3 clusters Score -2.53503e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 168019 members 
Entering Unmasked Estep 
Score: -25360398.000000 Penalty: 6045.192383
	Iteration 11F: 3 clusters Score -2.53604e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -25367366.000000 Penalty: 6045.192383
	Iteration 12Q: 3 clusters Score -2.536737e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -25371122.000000 Penalty: 6045.192383
	Iteration 13Q: 3 clusters Score -2.537112e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 186420 members 
Entering Unmasked Estep 
Score: -25373436.000000 Penalty: 6045.192383
	Iteration 14Q: 3 clusters Score -2.537344e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 189171 members 
Entering Unmasked Estep 
Score: -25374800.000000 Penalty: 6045.192383
	Iteration 15Q: 3 clusters Score -2.53748e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 191016 members 
Entering Unmasked Estep 
Score: -25375810.000000 Penalty: 6045.192383
	Iteration 16Q: 3 clusters Score -2.537581e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 192269 members 
Entering Unmasked Estep 
Score: -25376168.000000 Penalty: 6045.192383
	Iteration 17Q: 3 clusters Score -2.537617e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 193063 members 
Entering Unmasked Estep 
Score: -25376442.000000 Penalty: 6045.192383
	Iteration 18Q: 3 clusters Score -2.537644e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 193561 members 
Entering Unmasked Estep 
Score: -25376608.000000 Penalty: 6045.192383
	Iteration 19Q: 3 clusters Score -2.537661e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 193932 members 
Entering Unmasked Estep 
Score: -25376758.000000 Penalty: 6045.192383
	Iteration 20F: 3 clusters Score -2.537676e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 194226 members 
Entering Unmasked Estep 
Score: -25376834.000000 Penalty: 6045.192383
	Iteration 21Q: 3 clusters Score -2.537683e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 194423 members 
Entering Unmasked Estep 
Score: -25376840.000000 Penalty: 6045.192383
	Iteration 22Q: 3 clusters Score -2.537684e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -25376914.000000 Penalty: 6045.192383
	Iteration 23Q: 3 clusters Score -2.537691e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 194695 members 
Entering Unmasked Estep 
Score: -25376998.000000 Penalty: 6045.192383
	Iteration 24Q: 3 clusters Score -2.5377e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -25377034.000000 Penalty: 6045.192383
	Iteration 25Q: 3 clusters Score -2.537703e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 194854 members 
Entering Unmasked Estep 
Score: -25377126.000000 Penalty: 6045.192383
	Iteration 26Q: 3 clusters Score -2.537713e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -25377138.000000 Penalty: 6045.192383
	Iteration 27Q: 3 clusters Score -2.537714e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -25377156.000000 Penalty: 6045.192383
	Iteration 28Q: 3 clusters Score -2.537716e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -25377166.000000 Penalty: 6045.192383
	Iteration 29Q: 3 clusters Score -2.537717e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -25377178.000000 Penalty: 6045.192383
	Iteration 30Q: 3 clusters Score -2.537718e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 195086 members 
Entering Unmasked Estep 
Score: -25377226.000000 Penalty: 6045.192383
	Iteration 31Q: 3 clusters Score -2.537723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -25377214.000000 Penalty: 6045.192383
	Iteration 32Q: 3 clusters Score -2.537721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 195088 members 
Entering Unmasked Estep 
Score: -25377264.000000 Penalty: 6045.192383
	Iteration 33Q: 3 clusters Score -2.537726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -25377286.000000 Penalty: 6045.192383
	Iteration 34Q: 3 clusters Score -2.537729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -25377294.000000 Penalty: 6045.192383
	Iteration 35Q: 3 clusters Score -2.537729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -25377296.000000 Penalty: 6045.192383
	Iteration 36Q: 3 clusters Score -2.53773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 195090 members 
Entering Unmasked Estep 
Score: -25377306.000000 Penalty: 6045.192383
	Iteration 37Q: 3 clusters Score -2.537731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -25377316.000000 Penalty: 6045.192383
	Iteration 38Q: 3 clusters Score -2.537732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 195088 members 
Entering Unmasked Estep 
Score: -25377318.000000 Penalty: 6045.192383
	Iteration 39Q: 3 clusters Score -2.537732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 195089 members 
Entering Unmasked Estep 
Score: -25377312.000000 Penalty: 6045.192383
	Iteration 40F: 3 clusters Score -2.537731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 195090 members 
Entering Unmasked Estep 
Score: -25377324.000000 Penalty: 6045.192383
	Iteration 41Q: 3 clusters Score -2.537732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -25377320.000000 Penalty: 6045.192383
	Iteration 42Q: 3 clusters Score -2.537732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 195094 members 
Entering Unmasked Estep 
Score: -25377320.000000 Penalty: 6045.192383
	Iteration 43Q: 3 clusters Score -2.537732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -25377338.000000 Penalty: 6045.192383
	Iteration 44Q: 3 clusters Score -2.537734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 195096 members 
Entering Unmasked Estep 
Score: -25377338.000000 Penalty: 6045.192383
	Iteration 45Q: 3 clusters Score -2.537734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 195098 members 
Entering Unmasked Estep 
Score: -25377348.000000 Penalty: 6045.192383
	Iteration 46Q: 3 clusters Score -2.537735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 195098 members 
Entering Unmasked Estep 
Score: -25377346.000000 Penalty: 6045.192383
	Iteration 47Q: 3 clusters Score -2.537735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 195102 members 
Entering Unmasked Estep 
Score: -25377322.000000 Penalty: 6045.192383
	Iteration 48Q: 3 clusters Score -2.537732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 195104 members 
Entering Unmasked Estep 
Score: -25377322.000000 Penalty: 6045.192383
	Iteration 49Q: 3 clusters Score -2.537732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 195106 members 
Entering Unmasked Estep 
Score: -25377330.000000 Penalty: 6045.192383
	Iteration 50Q: 3 clusters Score -2.537733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 195108 members 
Entering Unmasked Estep 
Score: -25377320.000000 Penalty: 6045.192383
	Iteration 51Q: 3 clusters Score -2.537732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 195108 members 
Entering Unmasked Estep 
Score: -25377330.000000 Penalty: 6045.192383
	Iteration 52Q: 3 clusters Score -2.537733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 195109 members 
Entering Unmasked Estep 
Score: -25377332.000000 Penalty: 6045.192383
	Iteration 53Q: 3 clusters Score -2.537733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
Score: -25377330.000000 Penalty: 6045.192383
	Iteration 54Q: 3 clusters Score -2.537733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
Score: -25377330.000000 Penalty: 6045.192383
	Iteration 55F: 3 clusters Score -2.537733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Entering Unmasked Estep 
Score: -5157889.000000 Penalty: 2624.732910
	Iteration 0F: 2 clusters Score -5157889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5131292.500000 Penalty: 5249.465820
	Iteration 0F: 3 clusters Score -5131292 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5141103.500000 Penalty: 5249.465820
	Iteration 1F: 3 clusters Score -5141104 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5141550.000000 Penalty: 5249.465820
	Iteration 2Q: 3 clusters Score -5141550 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5141873.000000 Penalty: 5249.465820
	Iteration 3Q: 3 clusters Score -5141873 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5142193.000000 Penalty: 5249.465820
	Iteration 4Q: 3 clusters Score -5142193 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5142613.000000 Penalty: 5249.465820
	Iteration 5Q: 3 clusters Score -5142613 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5142975.500000 Penalty: 5249.465820
	Iteration 6Q: 3 clusters Score -5142976 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5143544.000000 Penalty: 5249.465820
	Iteration 7Q: 3 clusters Score -5143544 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5144378.000000 Penalty: 5249.465820
	Iteration 8Q: 3 clusters Score -5144378 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5145353.500000 Penalty: 5249.465820
	Iteration 9Q: 3 clusters Score -5145354 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5146602.000000 Penalty: 5249.465820
	Iteration 10F: 3 clusters Score -5146602 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5148134.500000 Penalty: 5249.465820
	Iteration 11F: 3 clusters Score -5148134 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5149631.500000 Penalty: 5249.465820
	Iteration 12F: 3 clusters Score -5149632 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5150662.000000 Penalty: 5249.465820
	Iteration 13Q: 3 clusters Score -5150662 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5151269.500000 Penalty: 5249.465820
	Iteration 14Q: 3 clusters Score -5151270 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5151591.500000 Penalty: 5249.465820
	Iteration 15Q: 3 clusters Score -5151592 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5151836.000000 Penalty: 5249.465820
	Iteration 16Q: 3 clusters Score -5151836 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5151986.000000 Penalty: 5249.465820
	Iteration 17Q: 3 clusters Score -5151986 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5152176.000000 Penalty: 5249.465820
	Iteration 18Q: 3 clusters Score -5152176 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5152382.000000 Penalty: 5249.465820
	Iteration 19Q: 3 clusters Score -5152382 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5152590.500000 Penalty: 5249.465820
	Iteration 20F: 3 clusters Score -5152590 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -5152765.000000 Penalty: 5249.465820
	Iteration 21Q: 3 clusters Score -5152765 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5152921.000000 Penalty: 5249.465820
	Iteration 22Q: 3 clusters Score -5152921 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5153101.500000 Penalty: 5249.465820
	Iteration 23Q: 3 clusters Score -5153102 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5153257.500000 Penalty: 5249.465820
	Iteration 24Q: 3 clusters Score -5153258 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5153425.000000 Penalty: 5249.465820
	Iteration 25Q: 3 clusters Score -5153425 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5153586.500000 Penalty: 5249.465820
	Iteration 26Q: 3 clusters Score -5153586 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5153717.000000 Penalty: 5249.465820
	Iteration 27Q: 3 clusters Score -5153717 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5153852.500000 Penalty: 5249.465820
	Iteration 28Q: 3 clusters Score -5153852 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5153980.500000 Penalty: 5249.465820
	Iteration 29Q: 3 clusters Score -5153980 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5154111.000000 Penalty: 5249.465820
	Iteration 30Q: 3 clusters Score -5154111 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5154226.000000 Penalty: 5249.465820
	Iteration 31Q: 3 clusters Score -5154226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5154319.000000 Penalty: 5249.465820
	Iteration 32Q: 3 clusters Score -5154319 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5154426.500000 Penalty: 5249.465820
	Iteration 33Q: 3 clusters Score -5154426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -5154541.000000 Penalty: 5249.465820
	Iteration 34Q: 3 clusters Score -5154541 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5154630.500000 Penalty: 5249.465820
	Iteration 35Q: 3 clusters Score -5154630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5154743.500000 Penalty: 5249.465820
	Iteration 36Q: 3 clusters Score -5154744 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -5154843.500000 Penalty: 5249.465820
	Iteration 37Q: 3 clusters Score -5154844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5154930.000000 Penalty: 5249.465820
	Iteration 38Q: 3 clusters Score -5154930 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5154991.500000 Penalty: 5249.465820
	Iteration 39Q: 3 clusters Score -5154992 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5155079.000000 Penalty: 5249.465820
	Iteration 40F: 3 clusters Score -5155079 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -5155139.500000 Penalty: 5249.465820
	Iteration 41Q: 3 clusters Score -5155140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -5155224.000000 Penalty: 5249.465820
	Iteration 42Q: 3 clusters Score -5155224 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5155300.000000 Penalty: 5249.465820
	Iteration 43Q: 3 clusters Score -5155300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -5155348.000000 Penalty: 5249.465820
	Iteration 44Q: 3 clusters Score -5155348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5155410.500000 Penalty: 5249.465820
	Iteration 45Q: 3 clusters Score -5155410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5155451.000000 Penalty: 5249.465820
	Iteration 46Q: 3 clusters Score -5155451 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -5155515.000000 Penalty: 5249.465820
	Iteration 47Q: 3 clusters Score -5155515 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -5155565.000000 Penalty: 5249.465820
	Iteration 48Q: 3 clusters Score -5155565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5155623.500000 Penalty: 5249.465820
	Iteration 49Q: 3 clusters Score -5155624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5155682.500000 Penalty: 5249.465820
	Iteration 50Q: 3 clusters Score -5155682 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5155727.500000 Penalty: 5249.465820
	Iteration 51Q: 3 clusters Score -5155728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5155770.000000 Penalty: 5249.465820
	Iteration 52Q: 3 clusters Score -5155770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -5155804.000000 Penalty: 5249.465820
	Iteration 53Q: 3 clusters Score -5155804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5155854.500000 Penalty: 5249.465820
	Iteration 54Q: 3 clusters Score -5155854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5155866.000000 Penalty: 5249.465820
	Iteration 55Q: 3 clusters Score -5155866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5155872.500000 Penalty: 5249.465820
	Iteration 56Q: 3 clusters Score -5155872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5155880.000000 Penalty: 5249.465820
	Iteration 57Q: 3 clusters Score -5155880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5155894.000000 Penalty: 5249.465820
	Iteration 58Q: 3 clusters Score -5155894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -5155908.500000 Penalty: 5249.465820
	Iteration 59Q: 3 clusters Score -5155908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -5155922.500000 Penalty: 5249.465820
	Iteration 60F: 3 clusters Score -5155922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5155935.000000 Penalty: 5249.465820
	Iteration 61Q: 3 clusters Score -5155935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5155948.000000 Penalty: 5249.465820
	Iteration 62Q: 3 clusters Score -5155948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5155964.000000 Penalty: 5249.465820
	Iteration 63Q: 3 clusters Score -5155964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5155969.000000 Penalty: 5249.465820
	Iteration 64Q: 3 clusters Score -5155969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5155982.000000 Penalty: 5249.465820
	Iteration 65Q: 3 clusters Score -5155982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5155992.500000 Penalty: 5249.465820
	Iteration 66Q: 3 clusters Score -5155992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5155983.500000 Penalty: 5249.465820
	Iteration 67Q: 3 clusters Score -5155984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5156011.500000 Penalty: 5249.465820
	Iteration 68Q: 3 clusters Score -5156012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5156025.000000 Penalty: 5249.465820
	Iteration 69Q: 3 clusters Score -5156025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5156037.500000 Penalty: 5249.465820
	Iteration 70Q: 3 clusters Score -5156038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -5156043.500000 Penalty: 5249.465820
	Iteration 71Q: 3 clusters Score -5156044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -5156048.000000 Penalty: 5249.465820
	Iteration 72Q: 3 clusters Score -5156048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -5156066.000000 Penalty: 5249.465820
	Iteration 73Q: 3 clusters Score -5156066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5156086.000000 Penalty: 5249.465820
	Iteration 74Q: 3 clusters Score -5156086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5156088.000000 Penalty: 5249.465820
	Iteration 75Q: 3 clusters Score -5156088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5156087.500000 Penalty: 5249.465820
	Iteration 76Q: 3 clusters Score -5156088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5156090.000000 Penalty: 5249.465820
	Iteration 77Q: 3 clusters Score -5156090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5156100.000000 Penalty: 5249.465820
	Iteration 78Q: 3 clusters Score -5156100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5156107.500000 Penalty: 5249.465820
	Iteration 79Q: 3 clusters Score -5156108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5156110.000000 Penalty: 5249.465820
	Iteration 80F: 3 clusters Score -5156110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5156115.000000 Penalty: 5249.465820
	Iteration 81Q: 3 clusters Score -5156115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5156121.000000 Penalty: 5249.465820
	Iteration 82Q: 3 clusters Score -5156121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5156119.000000 Penalty: 5249.465820
	Iteration 83Q: 3 clusters Score -5156119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5156122.500000 Penalty: 5249.465820
	Iteration 84Q: 3 clusters Score -5156122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -5156130.000000 Penalty: 5249.465820
	Iteration 85Q: 3 clusters Score -5156130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5156127.000000 Penalty: 5249.465820
	Iteration 86Q: 3 clusters Score -5156127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5156130.500000 Penalty: 5249.465820
	Iteration 87Q: 3 clusters Score -5156130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5156130.500000 Penalty: 5249.465820
	Iteration 88Q: 3 clusters Score -5156130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5156140.000000 Penalty: 5249.465820
	Iteration 89Q: 3 clusters Score -5156140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5156141.500000 Penalty: 5249.465820
	Iteration 90Q: 3 clusters Score -5156142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5156141.500000 Penalty: 5249.465820
	Iteration 91Q: 3 clusters Score -5156142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5156142.500000 Penalty: 5249.465820
	Iteration 92Q: 3 clusters Score -5156142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5156148.500000 Penalty: 5249.465820
	Iteration 93Q: 3 clusters Score -5156148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5156155.500000 Penalty: 5249.465820
	Iteration 94Q: 3 clusters Score -5156156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5156151.500000 Penalty: 5249.465820
	Iteration 95Q: 3 clusters Score -5156152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5156164.500000 Penalty: 5249.465820
	Iteration 96Q: 3 clusters Score -5156164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5156160.000000 Penalty: 5249.465820
	Iteration 97Q: 3 clusters Score -5156160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5156158.500000 Penalty: 5249.465820
	Iteration 98Q: 3 clusters Score -5156158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5156159.500000 Penalty: 5249.465820
	Iteration 99Q: 3 clusters Score -5156160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5156161.500000 Penalty: 5249.465820
	Iteration 100F: 3 clusters Score -5156162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5156166.000000 Penalty: 5249.465820
	Iteration 101Q: 3 clusters Score -5156166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5156167.500000 Penalty: 5249.465820
	Iteration 102Q: 3 clusters Score -5156168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5156166.500000 Penalty: 5249.465820
	Iteration 103Q: 3 clusters Score -5156166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5156168.500000 Penalty: 5249.465820
	Iteration 104Q: 3 clusters Score -5156168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5156168.500000 Penalty: 5249.465820
	Iteration 105F: 3 clusters Score -5156168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -159766.078125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -159766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157619.328125 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -157619.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158017.750000 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -158017.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -158330.015625 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -158330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -158572.265625 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -158572.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -158762.734375 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -158762.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -158868.234375 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -158868.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158958.593750 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -158958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159025.218750 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -159025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159075.453125 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -159075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -159097.390625 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -159097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -159114.968750 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -159115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -159131.343750 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -159131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -159146.281250 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -159146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159166.968750 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -159167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159176.453125 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -159176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159182.359375 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -159182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159184.843750 Penalty: 3571.780762
	Iteration 16Q: 3 clusters Score -159184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159185.234375 Penalty: 3571.780762
	Iteration 17Q: 3 clusters Score -159185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159185.234375 Penalty: 3571.780762
	Iteration 18F: 3 clusters Score -159185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -1685261.750000 Penalty: 2347.180908
	Iteration 0F: 2 clusters Score -1685262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1675739.875000 Penalty: 4694.361816
	Iteration 0F: 3 clusters Score -1675740 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1678598.375000 Penalty: 4694.361816
	Iteration 1F: 3 clusters Score -1678598 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1678908.125000 Penalty: 4694.361816
	Iteration 2F: 3 clusters Score -1678908 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1679142.000000 Penalty: 4694.361816
	Iteration 3Q: 3 clusters Score -1679142 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1679308.750000 Penalty: 4694.361816
	Iteration 4Q: 3 clusters Score -1679309 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1679456.250000 Penalty: 4694.361816
	Iteration 5Q: 3 clusters Score -1679456 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1679601.500000 Penalty: 4694.361816
	Iteration 6Q: 3 clusters Score -1679602 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1679759.125000 Penalty: 4694.361816
	Iteration 7Q: 3 clusters Score -1679759 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1679945.375000 Penalty: 4694.361816
	Iteration 8Q: 3 clusters Score -1679945 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1680167.125000 Penalty: 4694.361816
	Iteration 9Q: 3 clusters Score -1680167 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1680475.375000 Penalty: 4694.361816
	Iteration 10Q: 3 clusters Score -1680475 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1680834.500000 Penalty: 4694.361816
	Iteration 11Q: 3 clusters Score -1680834 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1681239.750000 Penalty: 4694.361816
	Iteration 12Q: 3 clusters Score -1681240 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1681681.625000 Penalty: 4694.361816
	Iteration 13Q: 3 clusters Score -1681682 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1682070.500000 Penalty: 4694.361816
	Iteration 14Q: 3 clusters Score -1682070 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1682420.500000 Penalty: 4694.361816
	Iteration 15Q: 3 clusters Score -1682420 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1682682.125000 Penalty: 4694.361816
	Iteration 16Q: 3 clusters Score -1682682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1682867.875000 Penalty: 4694.361816
	Iteration 17Q: 3 clusters Score -1682868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1682989.125000 Penalty: 4694.361816
	Iteration 18Q: 3 clusters Score -1682989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1683050.750000 Penalty: 4694.361816
	Iteration 19Q: 3 clusters Score -1683051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1683099.000000 Penalty: 4694.361816
	Iteration 20F: 3 clusters Score -1683099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1683131.750000 Penalty: 4694.361816
	Iteration 21Q: 3 clusters Score -1683132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1683156.375000 Penalty: 4694.361816
	Iteration 22Q: 3 clusters Score -1683156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1683172.000000 Penalty: 4694.361816
	Iteration 23Q: 3 clusters Score -1683172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1683197.875000 Penalty: 4694.361816
	Iteration 24Q: 3 clusters Score -1683198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1683213.875000 Penalty: 4694.361816
	Iteration 25Q: 3 clusters Score -1683214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1683219.125000 Penalty: 4694.361816
	Iteration 26Q: 3 clusters Score -1683219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1683224.625000 Penalty: 4694.361816
	Iteration 27Q: 3 clusters Score -1683225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1683224.875000 Penalty: 4694.361816
	Iteration 28Q: 3 clusters Score -1683225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1683231.500000 Penalty: 4694.361816
	Iteration 29Q: 3 clusters Score -1683232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1683234.750000 Penalty: 4694.361816
	Iteration 30Q: 3 clusters Score -1683235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1683239.250000 Penalty: 4694.361816
	Iteration 31Q: 3 clusters Score -1683239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1683247.125000 Penalty: 4694.361816
	Iteration 32Q: 3 clusters Score -1683247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1683255.000000 Penalty: 4694.361816
	Iteration 33Q: 3 clusters Score -1683255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1683258.500000 Penalty: 4694.361816
	Iteration 34Q: 3 clusters Score -1683258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1683258.250000 Penalty: 4694.361816
	Iteration 35Q: 3 clusters Score -1683258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1683262.375000 Penalty: 4694.361816
	Iteration 36Q: 3 clusters Score -1683262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1683263.875000 Penalty: 4694.361816
	Iteration 37Q: 3 clusters Score -1683264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1683264.000000 Penalty: 4694.361816
	Iteration 38Q: 3 clusters Score -1683264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1683264.000000 Penalty: 4694.361816
	Iteration 39F: 3 clusters Score -1683264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Entering Unmasked Estep 
Score: -2613988.750000 Penalty: 2459.916016
	Iteration 0F: 2 clusters Score -2613989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2599774.000000 Penalty: 4919.832031
	Iteration 0F: 3 clusters Score -2599774 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2604852.000000 Penalty: 4919.832031
	Iteration 1F: 3 clusters Score -2604852 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2605837.500000 Penalty: 4919.832031
	Iteration 2F: 3 clusters Score -2605838 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2606882.750000 Penalty: 4919.832031
	Iteration 3F: 3 clusters Score -2606883 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2607869.250000 Penalty: 4919.832031
	Iteration 4F: 3 clusters Score -2607869 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2608784.750000 Penalty: 4919.832031
	Iteration 5F: 3 clusters Score -2608785 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2609660.000000 Penalty: 4919.832031
	Iteration 6F: 3 clusters Score -2609660 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2610398.000000 Penalty: 4919.832031
	Iteration 7F: 3 clusters Score -2610398 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2611001.750000 Penalty: 4919.832031
	Iteration 8Q: 3 clusters Score -2611002 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2611426.250000 Penalty: 4919.832031
	Iteration 9Q: 3 clusters Score -2611426 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2611770.250000 Penalty: 4919.832031
	Iteration 10Q: 3 clusters Score -2611770 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2612067.750000 Penalty: 4919.832031
	Iteration 11Q: 3 clusters Score -2612068 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2612301.500000 Penalty: 4919.832031
	Iteration 12Q: 3 clusters Score -2612302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2612439.750000 Penalty: 4919.832031
	Iteration 13Q: 3 clusters Score -2612440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2612508.500000 Penalty: 4919.832031
	Iteration 14Q: 3 clusters Score -2612508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2612548.750000 Penalty: 4919.832031
	Iteration 15Q: 3 clusters Score -2612549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2612581.750000 Penalty: 4919.832031
	Iteration 16Q: 3 clusters Score -2612582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2612619.250000 Penalty: 4919.832031
	Iteration 17Q: 3 clusters Score -2612619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2612633.250000 Penalty: 4919.832031
	Iteration 18Q: 3 clusters Score -2612633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2612638.500000 Penalty: 4919.832031
	Iteration 19Q: 3 clusters Score -2612638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2612657.500000 Penalty: 4919.832031
	Iteration 20F: 3 clusters Score -2612658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2612661.500000 Penalty: 4919.832031
	Iteration 21Q: 3 clusters Score -2612662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2612682.250000 Penalty: 4919.832031
	Iteration 22Q: 3 clusters Score -2612682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2612686.750000 Penalty: 4919.832031
	Iteration 23Q: 3 clusters Score -2612687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2612685.000000 Penalty: 4919.832031
	Iteration 24Q: 3 clusters Score -2612685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2612689.500000 Penalty: 4919.832031
	Iteration 25Q: 3 clusters Score -2612690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2612692.750000 Penalty: 4919.832031
	Iteration 26Q: 3 clusters Score -2612693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2612694.250000 Penalty: 4919.832031
	Iteration 27Q: 3 clusters Score -2612694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2612699.500000 Penalty: 4919.832031
	Iteration 28Q: 3 clusters Score -2612700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2612704.500000 Penalty: 4919.832031
	Iteration 29Q: 3 clusters Score -2612704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2612700.250000 Penalty: 4919.832031
	Iteration 30Q: 3 clusters Score -2612700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2612699.250000 Penalty: 4919.832031
	Iteration 31Q: 3 clusters Score -2612699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2612701.500000 Penalty: 4919.832031
	Iteration 32Q: 3 clusters Score -2612702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2612709.500000 Penalty: 4919.832031
	Iteration 33Q: 3 clusters Score -2612710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2612708.750000 Penalty: 4919.832031
	Iteration 34Q: 3 clusters Score -2612709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2612715.000000 Penalty: 4919.832031
	Iteration 35Q: 3 clusters Score -2612715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2612718.500000 Penalty: 4919.832031
	Iteration 36Q: 3 clusters Score -2612718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2612718.250000 Penalty: 4919.832031
	Iteration 37Q: 3 clusters Score -2612718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2612713.750000 Penalty: 4919.832031
	Iteration 38Q: 3 clusters Score -2612714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2612719.000000 Penalty: 4919.832031
	Iteration 39Q: 3 clusters Score -2612719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2612721.000000 Penalty: 4919.832031
	Iteration 40F: 3 clusters Score -2612721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2612728.500000 Penalty: 4919.832031
	Iteration 41Q: 3 clusters Score -2612728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2612729.750000 Penalty: 4919.832031
	Iteration 42Q: 3 clusters Score -2612730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2612733.500000 Penalty: 4919.832031
	Iteration 43Q: 3 clusters Score -2612734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2612730.250000 Penalty: 4919.832031
	Iteration 44Q: 3 clusters Score -2612730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2612736.000000 Penalty: 4919.832031
	Iteration 45Q: 3 clusters Score -2612736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2612744.250000 Penalty: 4919.832031
	Iteration 46Q: 3 clusters Score -2612744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2612740.000000 Penalty: 4919.832031
	Iteration 47Q: 3 clusters Score -2612740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2612740.250000 Penalty: 4919.832031
	Iteration 48Q: 3 clusters Score -2612740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2612737.500000 Penalty: 4919.832031
	Iteration 49Q: 3 clusters Score -2612738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2612742.000000 Penalty: 4919.832031
	Iteration 50Q: 3 clusters Score -2612742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2612750.000000 Penalty: 4919.832031
	Iteration 51Q: 3 clusters Score -2612750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2612744.750000 Penalty: 4919.832031
	Iteration 52Q: 3 clusters Score -2612745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2612752.500000 Penalty: 4919.832031
	Iteration 53Q: 3 clusters Score -2612752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2612751.500000 Penalty: 4919.832031
	Iteration 54Q: 3 clusters Score -2612752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2612757.750000 Penalty: 4919.832031
	Iteration 55Q: 3 clusters Score -2612758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2612762.000000 Penalty: 4919.832031
	Iteration 56Q: 3 clusters Score -2612762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2612763.250000 Penalty: 4919.832031
	Iteration 57Q: 3 clusters Score -2612763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2612763.750000 Penalty: 4919.832031
	Iteration 58Q: 3 clusters Score -2612764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2612764.750000 Penalty: 4919.832031
	Iteration 59Q: 3 clusters Score -2612765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2612761.250000 Penalty: 4919.832031
	Iteration 60F: 3 clusters Score -2612761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2612761.500000 Penalty: 4919.832031
	Iteration 61Q: 3 clusters Score -2612762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2612761.000000 Penalty: 4919.832031
	Iteration 62Q: 3 clusters Score -2612761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2612760.000000 Penalty: 4919.832031
	Iteration 63Q: 3 clusters Score -2612760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2612755.250000 Penalty: 4919.832031
	Iteration 64Q: 3 clusters Score -2612755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2612754.750000 Penalty: 4919.832031
	Iteration 65Q: 3 clusters Score -2612755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2612751.750000 Penalty: 4919.832031
	Iteration 66Q: 3 clusters Score -2612752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2612758.000000 Penalty: 4919.832031
	Iteration 67Q: 3 clusters Score -2612758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2612757.500000 Penalty: 4919.832031
	Iteration 68Q: 3 clusters Score -2612758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2612756.250000 Penalty: 4919.832031
	Iteration 69Q: 3 clusters Score -2612756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2612754.000000 Penalty: 4919.832031
	Iteration 70Q: 3 clusters Score -2612754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2612754.000000 Penalty: 4919.832031
	Iteration 71F: 3 clusters Score -2612754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Entering Unmasked Estep 
Score: -2191224.750000 Penalty: 2412.972900
	Iteration 0F: 2 clusters Score -2191225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2179309.500000 Penalty: 4825.945801
	Iteration 0F: 3 clusters Score -2179310 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2183251.250000 Penalty: 4825.945801
	Iteration 1F: 3 clusters Score -2183251 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2183771.250000 Penalty: 4825.945801
	Iteration 2F: 3 clusters Score -2183771 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2184295.000000 Penalty: 4825.945801
	Iteration 3F: 3 clusters Score -2184295 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2184927.250000 Penalty: 4825.945801
	Iteration 4F: 3 clusters Score -2184927 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2185627.500000 Penalty: 4825.945801
	Iteration 5F: 3 clusters Score -2185628 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2186308.000000 Penalty: 4825.945801
	Iteration 6F: 3 clusters Score -2186308 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2187101.500000 Penalty: 4825.945801
	Iteration 7F: 3 clusters Score -2187102 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2187847.000000 Penalty: 4825.945801
	Iteration 8F: 3 clusters Score -2187847 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2188338.500000 Penalty: 4825.945801
	Iteration 9Q: 3 clusters Score -2188338 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2188615.250000 Penalty: 4825.945801
	Iteration 10Q: 3 clusters Score -2188615 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2188758.000000 Penalty: 4825.945801
	Iteration 11Q: 3 clusters Score -2188758 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2188833.000000 Penalty: 4825.945801
	Iteration 12Q: 3 clusters Score -2188833 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2188890.750000 Penalty: 4825.945801
	Iteration 13Q: 3 clusters Score -2188891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2188944.750000 Penalty: 4825.945801
	Iteration 14Q: 3 clusters Score -2188945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2188987.250000 Penalty: 4825.945801
	Iteration 15Q: 3 clusters Score -2188987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2189032.750000 Penalty: 4825.945801
	Iteration 16Q: 3 clusters Score -2189033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2189068.000000 Penalty: 4825.945801
	Iteration 17Q: 3 clusters Score -2189068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2189093.750000 Penalty: 4825.945801
	Iteration 18Q: 3 clusters Score -2189094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2189128.750000 Penalty: 4825.945801
	Iteration 19Q: 3 clusters Score -2189129 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2189154.500000 Penalty: 4825.945801
	Iteration 20F: 3 clusters Score -2189154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2189172.750000 Penalty: 4825.945801
	Iteration 21Q: 3 clusters Score -2189173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2189193.750000 Penalty: 4825.945801
	Iteration 22Q: 3 clusters Score -2189194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2189214.750000 Penalty: 4825.945801
	Iteration 23Q: 3 clusters Score -2189215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2189232.500000 Penalty: 4825.945801
	Iteration 24Q: 3 clusters Score -2189232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2189247.750000 Penalty: 4825.945801
	Iteration 25Q: 3 clusters Score -2189248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2189252.750000 Penalty: 4825.945801
	Iteration 26Q: 3 clusters Score -2189253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2189261.000000 Penalty: 4825.945801
	Iteration 27Q: 3 clusters Score -2189261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2189273.000000 Penalty: 4825.945801
	Iteration 28Q: 3 clusters Score -2189273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2189286.500000 Penalty: 4825.945801
	Iteration 29Q: 3 clusters Score -2189286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2189294.250000 Penalty: 4825.945801
	Iteration 30Q: 3 clusters Score -2189294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2189304.250000 Penalty: 4825.945801
	Iteration 31Q: 3 clusters Score -2189304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2189310.500000 Penalty: 4825.945801
	Iteration 32Q: 3 clusters Score -2189310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2189312.000000 Penalty: 4825.945801
	Iteration 33Q: 3 clusters Score -2189312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2189313.250000 Penalty: 4825.945801
	Iteration 34Q: 3 clusters Score -2189313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2189314.250000 Penalty: 4825.945801
	Iteration 35Q: 3 clusters Score -2189314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2189317.000000 Penalty: 4825.945801
	Iteration 36Q: 3 clusters Score -2189317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2189326.250000 Penalty: 4825.945801
	Iteration 37Q: 3 clusters Score -2189326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2189327.500000 Penalty: 4825.945801
	Iteration 38Q: 3 clusters Score -2189328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2189332.250000 Penalty: 4825.945801
	Iteration 39Q: 3 clusters Score -2189332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2189337.750000 Penalty: 4825.945801
	Iteration 40F: 3 clusters Score -2189338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2189339.250000 Penalty: 4825.945801
	Iteration 41Q: 3 clusters Score -2189339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2189343.250000 Penalty: 4825.945801
	Iteration 42Q: 3 clusters Score -2189343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2189342.500000 Penalty: 4825.945801
	Iteration 43Q: 3 clusters Score -2189342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2189344.750000 Penalty: 4825.945801
	Iteration 44Q: 3 clusters Score -2189345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2189352.000000 Penalty: 4825.945801
	Iteration 45Q: 3 clusters Score -2189352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2189356.500000 Penalty: 4825.945801
	Iteration 46Q: 3 clusters Score -2189356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2189369.500000 Penalty: 4825.945801
	Iteration 47Q: 3 clusters Score -2189370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2189368.000000 Penalty: 4825.945801
	Iteration 48Q: 3 clusters Score -2189368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2189370.750000 Penalty: 4825.945801
	Iteration 49Q: 3 clusters Score -2189371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2189368.000000 Penalty: 4825.945801
	Iteration 50Q: 3 clusters Score -2189368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2189376.000000 Penalty: 4825.945801
	Iteration 51Q: 3 clusters Score -2189376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2189378.500000 Penalty: 4825.945801
	Iteration 52Q: 3 clusters Score -2189378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2189381.250000 Penalty: 4825.945801
	Iteration 53Q: 3 clusters Score -2189381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2189388.500000 Penalty: 4825.945801
	Iteration 54Q: 3 clusters Score -2189388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2189392.500000 Penalty: 4825.945801
	Iteration 55Q: 3 clusters Score -2189392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2189396.250000 Penalty: 4825.945801
	Iteration 56Q: 3 clusters Score -2189396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2189400.500000 Penalty: 4825.945801
	Iteration 57Q: 3 clusters Score -2189400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2189399.000000 Penalty: 4825.945801
	Iteration 58Q: 3 clusters Score -2189399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2189399.000000 Penalty: 4825.945801
	Iteration 59Q: 3 clusters Score -2189399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2189399.250000 Penalty: 4825.945801
	Iteration 60F: 3 clusters Score -2189399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2189399.000000 Penalty: 4825.945801
	Iteration 61Q: 3 clusters Score -2189399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2189400.750000 Penalty: 4825.945801
	Iteration 62Q: 3 clusters Score -2189401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2189402.000000 Penalty: 4825.945801
	Iteration 63Q: 3 clusters Score -2189402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2189401.250000 Penalty: 4825.945801
	Iteration 64Q: 3 clusters Score -2189401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2189400.750000 Penalty: 4825.945801
	Iteration 65Q: 3 clusters Score -2189401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2189404.750000 Penalty: 4825.945801
	Iteration 66Q: 3 clusters Score -2189405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2189407.000000 Penalty: 4825.945801
	Iteration 67Q: 3 clusters Score -2189407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2189407.000000 Penalty: 4825.945801
	Iteration 68Q: 3 clusters Score -2189407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2189409.250000 Penalty: 4825.945801
	Iteration 69Q: 3 clusters Score -2189409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2189409.250000 Penalty: 4825.945801
	Iteration 70F: 3 clusters Score -2189409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.691406 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59898.113281 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59898.11 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60191.085938 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60191.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60367.218750 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60367.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60552.679688 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60552.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60634.039062 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -60634.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60719.695312 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -60719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60794.675781 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -60794.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60838.265625 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -60838.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60870.003906 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -60870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60924.195312 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -60924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60995.734375 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -60995.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61057.253906 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -61057.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61147.562500 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -61147.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61241.609375 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -61241.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61332.292969 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -61332.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61342.683594 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -61342.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61378.074219 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -61378.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61406.195312 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -61406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61421.175781 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -61421.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61421.175781 Penalty: 3158.620605
	Iteration 19F: 3 clusters Score -61421.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -64555.714844 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -64555.71 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 336 members 
Entering Unmasked Estep 
Score: -63031.718750 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -63031.72 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63496.824219 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -63496.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63910.234375 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -63910.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64152.753906 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -64152.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64324.046875 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -64324.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64473.464844 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -64473.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64537.562500 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -64537.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64622.195312 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -64622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64677.320312 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -64677.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64813.531250 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -64813.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64957.132812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -64957.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65010.089844 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -65010.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65062.707031 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -65062.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65081.828125 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -65081.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65083.386719 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -65083.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65087.789062 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -65087.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65087.789062 Penalty: 3218.645508
	Iteration 16F: 3 clusters Score -65087.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 55902 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 196396 members 
Mstep: Class 7 contains 39482 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72159 members 
Mstep: Class 17 contains 166725 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153967 members 
Mstep: Class 23 contains 178878 members 
Mstep: Class 24 contains 407 members 
Entering Unmasked Estep 
Score: -166459888.000000 Penalty: 83866.898438
Splitting cluster 13 changes total score from -166460928.000000 to -166459888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (30048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Entering Unmasked Estep 
Score: -3862388.500000 Penalty: 2557.016846
	Iteration 0F: 2 clusters Score -3862388 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 15082 members 
Entering Unmasked Estep 
Score: -3841761.250000 Penalty: 5114.033691
	Iteration 0F: 3 clusters Score -3841761 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3849153.750000 Penalty: 5114.033691
	Iteration 1F: 3 clusters Score -3849154 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3849684.500000 Penalty: 5114.033691
	Iteration 2Q: 3 clusters Score -3849684 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3850216.250000 Penalty: 5114.033691
	Iteration 3Q: 3 clusters Score -3850216 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3850842.000000 Penalty: 5114.033691
	Iteration 4Q: 3 clusters Score -3850842 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3851723.250000 Penalty: 5114.033691
	Iteration 5F: 3 clusters Score -3851723 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3852961.250000 Penalty: 5114.033691
	Iteration 6F: 3 clusters Score -3852961 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3854531.250000 Penalty: 5114.033691
	Iteration 7F: 3 clusters Score -3854531 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3856462.750000 Penalty: 5114.033691
	Iteration 8F: 3 clusters Score -3856463 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3858403.250000 Penalty: 5114.033691
	Iteration 9F: 3 clusters Score -3858403 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3859722.250000 Penalty: 5114.033691
	Iteration 10Q: 3 clusters Score -3859722 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3860305.000000 Penalty: 5114.033691
	Iteration 11Q: 3 clusters Score -3860305 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3860550.500000 Penalty: 5114.033691
	Iteration 12Q: 3 clusters Score -3860550 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3860643.500000 Penalty: 5114.033691
	Iteration 13Q: 3 clusters Score -3860644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3860690.750000 Penalty: 5114.033691
	Iteration 14Q: 3 clusters Score -3860691 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3860732.250000 Penalty: 5114.033691
	Iteration 15Q: 3 clusters Score -3860732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3860750.250000 Penalty: 5114.033691
	Iteration 16Q: 3 clusters Score -3860750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3860763.000000 Penalty: 5114.033691
	Iteration 17Q: 3 clusters Score -3860763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3860770.250000 Penalty: 5114.033691
	Iteration 18Q: 3 clusters Score -3860770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3860783.000000 Penalty: 5114.033691
	Iteration 19Q: 3 clusters Score -3860783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3860794.000000 Penalty: 5114.033691
	Iteration 20F: 3 clusters Score -3860794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3860799.250000 Penalty: 5114.033691
	Iteration 21Q: 3 clusters Score -3860799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3860816.000000 Penalty: 5114.033691
	Iteration 22Q: 3 clusters Score -3860816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3860814.250000 Penalty: 5114.033691
	Iteration 23Q: 3 clusters Score -3860814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3860812.250000 Penalty: 5114.033691
	Iteration 24Q: 3 clusters Score -3860812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3860815.250000 Penalty: 5114.033691
	Iteration 25Q: 3 clusters Score -3860815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3860821.750000 Penalty: 5114.033691
	Iteration 26Q: 3 clusters Score -3860822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3860824.750000 Penalty: 5114.033691
	Iteration 27Q: 3 clusters Score -3860825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3860829.500000 Penalty: 5114.033691
	Iteration 28Q: 3 clusters Score -3860830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3860832.000000 Penalty: 5114.033691
	Iteration 29Q: 3 clusters Score -3860832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3860828.750000 Penalty: 5114.033691
	Iteration 30Q: 3 clusters Score -3860829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3860840.000000 Penalty: 5114.033691
	Iteration 31Q: 3 clusters Score -3860840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3860835.000000 Penalty: 5114.033691
	Iteration 32Q: 3 clusters Score -3860835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3860834.250000 Penalty: 5114.033691
	Iteration 33Q: 3 clusters Score -3860834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3860832.500000 Penalty: 5114.033691
	Iteration 34Q: 3 clusters Score -3860832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3860836.000000 Penalty: 5114.033691
	Iteration 35Q: 3 clusters Score -3860836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3860831.250000 Penalty: 5114.033691
	Iteration 36Q: 3 clusters Score -3860831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3860837.750000 Penalty: 5114.033691
	Iteration 37Q: 3 clusters Score -3860838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3860838.500000 Penalty: 5114.033691
	Iteration 38Q: 3 clusters Score -3860838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3860838.750000 Penalty: 5114.033691
	Iteration 39Q: 3 clusters Score -3860839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3860839.750000 Penalty: 5114.033691
	Iteration 40F: 3 clusters Score -3860840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3860838.000000 Penalty: 5114.033691
	Iteration 41Q: 3 clusters Score -3860838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3860839.500000 Penalty: 5114.033691
	Iteration 42Q: 3 clusters Score -3860840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3860838.000000 Penalty: 5114.033691
	Iteration 43Q: 3 clusters Score -3860838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3860837.500000 Penalty: 5114.033691
	Iteration 44Q: 3 clusters Score -3860838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3860840.500000 Penalty: 5114.033691
	Iteration 45Q: 3 clusters Score -3860840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3860839.750000 Penalty: 5114.033691
	Iteration 46Q: 3 clusters Score -3860840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3860839.250000 Penalty: 5114.033691
	Iteration 47Q: 3 clusters Score -3860839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3860839.250000 Penalty: 5114.033691
	Iteration 48F: 3 clusters Score -3860839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67766.882812 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67766.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67961.734375 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67961.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68009.898438 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -68009.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68051.281250 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68051.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68061.343750 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68061.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68061.734375 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -68061.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68064.632812 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -68064.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68064.632812 Penalty: 3154.348633
	Iteration 7F: 3 clusters Score -68064.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Entering Unmasked Estep 
Score: -9025235.000000 Penalty: 2774.283691
	Iteration 0F: 2 clusters Score -9025235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -8976833.000000 Penalty: 5548.567383
	Iteration 0F: 3 clusters Score -8976833 nChanged 33861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8995884.000000 Penalty: 5548.567383
	Iteration 1F: 3 clusters Score -8995884 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8996728.000000 Penalty: 5548.567383
	Iteration 2Q: 3 clusters Score -8996728 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8997949.000000 Penalty: 5548.567383
	Iteration 3Q: 3 clusters Score -8997949 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9000192.000000 Penalty: 5548.567383
	Iteration 4F: 3 clusters Score -9000192 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -9004001.000000 Penalty: 5548.567383
	Iteration 5F: 3 clusters Score -9004001 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -9009807.000000 Penalty: 5548.567383
	Iteration 6F: 3 clusters Score -9009807 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -9016132.000000 Penalty: 5548.567383
	Iteration 7F: 3 clusters Score -9016132 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9020357.000000 Penalty: 5548.567383
	Iteration 8F: 3 clusters Score -9020357 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -9022073.000000 Penalty: 5548.567383
	Iteration 9Q: 3 clusters Score -9022073 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -9022613.000000 Penalty: 5548.567383
	Iteration 10Q: 3 clusters Score -9022613 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -9022795.000000 Penalty: 5548.567383
	Iteration 11Q: 3 clusters Score -9022795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -9022860.000000 Penalty: 5548.567383
	Iteration 12Q: 3 clusters Score -9022860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -9022897.000000 Penalty: 5548.567383
	Iteration 13Q: 3 clusters Score -9022897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9022915.000000 Penalty: 5548.567383
	Iteration 14Q: 3 clusters Score -9022915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -9022918.000000 Penalty: 5548.567383
	Iteration 15Q: 3 clusters Score -9022918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -9022921.000000 Penalty: 5548.567383
	Iteration 16Q: 3 clusters Score -9022921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9022935.000000 Penalty: 5548.567383
	Iteration 17Q: 3 clusters Score -9022935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9022936.000000 Penalty: 5548.567383
	Iteration 18Q: 3 clusters Score -9022936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -9022937.000000 Penalty: 5548.567383
	Iteration 19Q: 3 clusters Score -9022937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -9022937.000000 Penalty: 5548.567383
	Iteration 20F: 3 clusters Score -9022937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Entering Unmasked Estep 
Score: -21672134.000000 Penalty: 2981.977051
	Iteration 0F: 2 clusters Score -2.167213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -21561296.000000 Penalty: 5963.954102
	Iteration 0F: 3 clusters Score -2.15613e+07 nChanged 79921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -21608066.000000 Penalty: 5963.954102
	Iteration 1F: 3 clusters Score -2.160807e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -21609116.000000 Penalty: 5963.954102
	Iteration 2Q: 3 clusters Score -2.160912e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -21610426.000000 Penalty: 5963.954102
	Iteration 3Q: 3 clusters Score -2.161043e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -21613132.000000 Penalty: 5963.954102
	Iteration 4Q: 3 clusters Score -2.161313e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -21618898.000000 Penalty: 5963.954102
	Iteration 5F: 3 clusters Score -2.16189e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -21629558.000000 Penalty: 5963.954102
	Iteration 6F: 3 clusters Score -2.162956e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141977 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -21645382.000000 Penalty: 5963.954102
	Iteration 7F: 3 clusters Score -2.164538e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -21660482.000000 Penalty: 5963.954102
	Iteration 8F: 3 clusters Score -2.166048e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21667314.000000 Penalty: 5963.954102
	Iteration 9Q: 3 clusters Score -2.166731e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21668914.000000 Penalty: 5963.954102
	Iteration 10Q: 3 clusters Score -2.166891e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21669272.000000 Penalty: 5963.954102
	Iteration 11Q: 3 clusters Score -2.166927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21669332.000000 Penalty: 5963.954102
	Iteration 12Q: 3 clusters Score -2.166933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21669378.000000 Penalty: 5963.954102
	Iteration 13Q: 3 clusters Score -2.166938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21669396.000000 Penalty: 5963.954102
	Iteration 14Q: 3 clusters Score -2.16694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21669400.000000 Penalty: 5963.954102
	Iteration 15Q: 3 clusters Score -2.16694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21669434.000000 Penalty: 5963.954102
	Iteration 16Q: 3 clusters Score -2.166943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21669454.000000 Penalty: 5963.954102
	Iteration 17Q: 3 clusters Score -2.166945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21669464.000000 Penalty: 5963.954102
	Iteration 18Q: 3 clusters Score -2.166946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21669468.000000 Penalty: 5963.954102
	Iteration 19Q: 3 clusters Score -2.166947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21669480.000000 Penalty: 5963.954102
	Iteration 20F: 3 clusters Score -2.166948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21669494.000000 Penalty: 5963.954102
	Iteration 21Q: 3 clusters Score -2.166949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21669516.000000 Penalty: 5963.954102
	Iteration 22Q: 3 clusters Score -2.166952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21669508.000000 Penalty: 5963.954102
	Iteration 23Q: 3 clusters Score -2.166951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21669518.000000 Penalty: 5963.954102
	Iteration 24Q: 3 clusters Score -2.166952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21669518.000000 Penalty: 5963.954102
	Iteration 25F: 3 clusters Score -2.166952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1443810.625000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1443811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1435165.000000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1435165 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1437751.125000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1437751 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1438269.000000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1438269 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1438744.250000 Penalty: 4645.481445
	Iteration 3F: 3 clusters Score -1438744 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1439197.125000 Penalty: 4645.481445
	Iteration 4F: 3 clusters Score -1439197 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1439648.750000 Penalty: 4645.481445
	Iteration 5F: 3 clusters Score -1439649 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1440095.125000 Penalty: 4645.481445
	Iteration 6F: 3 clusters Score -1440095 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1440546.750000 Penalty: 4645.481445
	Iteration 7F: 3 clusters Score -1440547 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1440953.125000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1440953 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1441302.625000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1441303 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1441554.375000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1441554 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1441734.875000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1441735 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1441879.875000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1441880 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1441978.000000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1441978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1442055.500000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1442056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1442122.250000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1442122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1442174.750000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1442175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1442229.250000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1442229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1442288.125000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1442288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1442355.375000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1442355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1442425.875000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1442426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1442479.750000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1442480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1442537.500000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1442538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1442595.500000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1442596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1442636.750000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1442637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1442677.375000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1442677 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1442719.625000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1442720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1442753.500000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1442754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1442779.250000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1442779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1442807.500000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1442808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1442835.375000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1442835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1442863.375000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1442863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1442887.375000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1442887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1442929.750000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1442930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1442971.625000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1442972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1443017.875000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1443018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1443042.875000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1443043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1443056.250000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1443056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1443066.250000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1443066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1443069.625000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1443070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1443080.250000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1443080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1443084.875000 Penalty: 4645.481445
	Iteration 41Q: 3 clusters Score -1443085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1443086.875000 Penalty: 4645.481445
	Iteration 42Q: 3 clusters Score -1443087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1443088.625000 Penalty: 4645.481445
	Iteration 43Q: 3 clusters Score -1443089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1443092.250000 Penalty: 4645.481445
	Iteration 44Q: 3 clusters Score -1443092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1443094.000000 Penalty: 4645.481445
	Iteration 45Q: 3 clusters Score -1443094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1443095.625000 Penalty: 4645.481445
	Iteration 46Q: 3 clusters Score -1443096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1443099.375000 Penalty: 4645.481445
	Iteration 47Q: 3 clusters Score -1443099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1443100.125000 Penalty: 4645.481445
	Iteration 48Q: 3 clusters Score -1443100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1443102.125000 Penalty: 4645.481445
	Iteration 49Q: 3 clusters Score -1443102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1443101.125000 Penalty: 4645.481445
	Iteration 50Q: 3 clusters Score -1443101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1443101.125000 Penalty: 4645.481445
	Iteration 51F: 3 clusters Score -1443101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -1021628.562500 Penalty: 2240.777100
	Iteration 0F: 2 clusters Score -1021629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1015011.250000 Penalty: 4481.554199
	Iteration 0F: 3 clusters Score -1015011 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1017354.312500 Penalty: 4481.554199
	Iteration 1F: 3 clusters Score -1017354 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1018073.312500 Penalty: 4481.554199
	Iteration 2F: 3 clusters Score -1018073 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1018735.125000 Penalty: 4481.554199
	Iteration 3F: 3 clusters Score -1018735 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1019379.000000 Penalty: 4481.554199
	Iteration 4F: 3 clusters Score -1019379 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1019889.375000 Penalty: 4481.554199
	Iteration 5F: 3 clusters Score -1019889 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1020232.312500 Penalty: 4481.554199
	Iteration 6Q: 3 clusters Score -1020232 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1020474.250000 Penalty: 4481.554199
	Iteration 7Q: 3 clusters Score -1020474 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1020629.812500 Penalty: 4481.554199
	Iteration 8Q: 3 clusters Score -1020630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1020752.500000 Penalty: 4481.554199
	Iteration 9Q: 3 clusters Score -1020752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1020831.500000 Penalty: 4481.554199
	Iteration 10Q: 3 clusters Score -1020832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1020885.000000 Penalty: 4481.554199
	Iteration 11Q: 3 clusters Score -1020885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1020923.500000 Penalty: 4481.554199
	Iteration 12Q: 3 clusters Score -1020924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1020952.500000 Penalty: 4481.554199
	Iteration 13Q: 3 clusters Score -1020952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1020974.687500 Penalty: 4481.554199
	Iteration 14Q: 3 clusters Score -1020975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1020986.250000 Penalty: 4481.554199
	Iteration 15Q: 3 clusters Score -1020986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1020999.812500 Penalty: 4481.554199
	Iteration 16Q: 3 clusters Score -1021000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1021009.562500 Penalty: 4481.554199
	Iteration 17Q: 3 clusters Score -1021010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1021019.812500 Penalty: 4481.554199
	Iteration 18Q: 3 clusters Score -1021020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1021028.437500 Penalty: 4481.554199
	Iteration 19Q: 3 clusters Score -1021028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1021035.937500 Penalty: 4481.554199
	Iteration 20F: 3 clusters Score -1021036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1021041.062500 Penalty: 4481.554199
	Iteration 21Q: 3 clusters Score -1021041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1021043.562500 Penalty: 4481.554199
	Iteration 22Q: 3 clusters Score -1021044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1021045.062500 Penalty: 4481.554199
	Iteration 23Q: 3 clusters Score -1021045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1021045.937500 Penalty: 4481.554199
	Iteration 24Q: 3 clusters Score -1021046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1021045.437500 Penalty: 4481.554199
	Iteration 25Q: 3 clusters Score -1021045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1021047.250000 Penalty: 4481.554199
	Iteration 26Q: 3 clusters Score -1021047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1021045.812500 Penalty: 4481.554199
	Iteration 27Q: 3 clusters Score -1021046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1021045.812500 Penalty: 4481.554199
	Iteration 28F: 3 clusters Score -1021046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Entering Unmasked Estep 
Score: -20582278.000000 Penalty: 2969.555664
	Iteration 0F: 2 clusters Score -2.058228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -20477266.000000 Penalty: 5939.111328
	Iteration 0F: 3 clusters Score -2.047727e+07 nChanged 76057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -20521426.000000 Penalty: 5939.111328
	Iteration 1F: 3 clusters Score -2.052143e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -20522708.000000 Penalty: 5939.111328
	Iteration 2Q: 3 clusters Score -2.052271e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -20524530.000000 Penalty: 5939.111328
	Iteration 3Q: 3 clusters Score -2.052453e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -20527770.000000 Penalty: 5939.111328
	Iteration 4Q: 3 clusters Score -2.052777e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104463 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -20533826.000000 Penalty: 5939.111328
	Iteration 5F: 3 clusters Score -2.053383e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -20542760.000000 Penalty: 5939.111328
	Iteration 6F: 3 clusters Score -2.054276e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -20554570.000000 Penalty: 5939.111328
	Iteration 7F: 3 clusters Score -2.055457e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -20565432.000000 Penalty: 5939.111328
	Iteration 8F: 3 clusters Score -2.056543e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146398 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -20572840.000000 Penalty: 5939.111328
	Iteration 9Q: 3 clusters Score -2.057284e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149459 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -20576388.000000 Penalty: 5939.111328
	Iteration 10Q: 3 clusters Score -2.057639e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -20578154.000000 Penalty: 5939.111328
	Iteration 11Q: 3 clusters Score -2.057815e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -20578966.000000 Penalty: 5939.111328
	Iteration 12Q: 3 clusters Score -2.057897e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152010 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -20579228.000000 Penalty: 5939.111328
	Iteration 13Q: 3 clusters Score -2.057923e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -20579484.000000 Penalty: 5939.111328
	Iteration 14Q: 3 clusters Score -2.057948e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -20579602.000000 Penalty: 5939.111328
	Iteration 15Q: 3 clusters Score -2.05796e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153238 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -20579762.000000 Penalty: 5939.111328
	Iteration 16Q: 3 clusters Score -2.057976e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -20579808.000000 Penalty: 5939.111328
	Iteration 17Q: 3 clusters Score -2.057981e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -20579916.000000 Penalty: 5939.111328
	Iteration 18Q: 3 clusters Score -2.057992e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -20579988.000000 Penalty: 5939.111328
	Iteration 19Q: 3 clusters Score -2.057999e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -20579980.000000 Penalty: 5939.111328
	Iteration 20F: 3 clusters Score -2.057998e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -20580036.000000 Penalty: 5939.111328
	Iteration 21Q: 3 clusters Score -2.058004e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -20580022.000000 Penalty: 5939.111328
	Iteration 22Q: 3 clusters Score -2.058002e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -20580038.000000 Penalty: 5939.111328
	Iteration 23Q: 3 clusters Score -2.058004e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -20580040.000000 Penalty: 5939.111328
	Iteration 24Q: 3 clusters Score -2.058004e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20580092.000000 Penalty: 5939.111328
	Iteration 25Q: 3 clusters Score -2.058009e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -20580092.000000 Penalty: 5939.111328
	Iteration 26Q: 3 clusters Score -2.058009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -20580098.000000 Penalty: 5939.111328
	Iteration 27Q: 3 clusters Score -2.05801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -20580122.000000 Penalty: 5939.111328
	Iteration 28Q: 3 clusters Score -2.058012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -20580116.000000 Penalty: 5939.111328
	Iteration 29Q: 3 clusters Score -2.058012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -20580112.000000 Penalty: 5939.111328
	Iteration 30Q: 3 clusters Score -2.058011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20580114.000000 Penalty: 5939.111328
	Iteration 31Q: 3 clusters Score -2.058011e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20580122.000000 Penalty: 5939.111328
	Iteration 32Q: 3 clusters Score -2.058012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -20580124.000000 Penalty: 5939.111328
	Iteration 33Q: 3 clusters Score -2.058012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -20580092.000000 Penalty: 5939.111328
	Iteration 34Q: 3 clusters Score -2.058009e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -20580120.000000 Penalty: 5939.111328
	Iteration 35Q: 3 clusters Score -2.058012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155427 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20580088.000000 Penalty: 5939.111328
	Iteration 36Q: 3 clusters Score -2.058009e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155472 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -20580100.000000 Penalty: 5939.111328
	Iteration 37Q: 3 clusters Score -2.05801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155532 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -20580120.000000 Penalty: 5939.111328
	Iteration 38Q: 3 clusters Score -2.058012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155583 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -20580110.000000 Penalty: 5939.111328
	Iteration 39Q: 3 clusters Score -2.058011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -20580106.000000 Penalty: 5939.111328
	Iteration 40F: 3 clusters Score -2.058011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -20580102.000000 Penalty: 5939.111328
	Iteration 41Q: 3 clusters Score -2.05801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20580098.000000 Penalty: 5939.111328
	Iteration 42Q: 3 clusters Score -2.05801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20580074.000000 Penalty: 5939.111328
	Iteration 43Q: 3 clusters Score -2.058007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20580102.000000 Penalty: 5939.111328
	Iteration 44Q: 3 clusters Score -2.05801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155770 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -20580094.000000 Penalty: 5939.111328
	Iteration 45Q: 3 clusters Score -2.058009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -20580098.000000 Penalty: 5939.111328
	Iteration 46Q: 3 clusters Score -2.05801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20580094.000000 Penalty: 5939.111328
	Iteration 47Q: 3 clusters Score -2.058009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -20580092.000000 Penalty: 5939.111328
	Iteration 48Q: 3 clusters Score -2.058009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20580090.000000 Penalty: 5939.111328
	Iteration 49Q: 3 clusters Score -2.058009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -20580082.000000 Penalty: 5939.111328
	Iteration 50Q: 3 clusters Score -2.058008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20580110.000000 Penalty: 5939.111328
	Iteration 51Q: 3 clusters Score -2.058011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -20580096.000000 Penalty: 5939.111328
	Iteration 52Q: 3 clusters Score -2.05801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20580084.000000 Penalty: 5939.111328
	Iteration 53Q: 3 clusters Score -2.058008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -20580100.000000 Penalty: 5939.111328
	Iteration 54Q: 3 clusters Score -2.05801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20580076.000000 Penalty: 5939.111328
	Iteration 55Q: 3 clusters Score -2.058008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20580076.000000 Penalty: 5939.111328
	Iteration 56Q: 3 clusters Score -2.058008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20580094.000000 Penalty: 5939.111328
	Iteration 57Q: 3 clusters Score -2.058009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20580090.000000 Penalty: 5939.111328
	Iteration 58Q: 3 clusters Score -2.058009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20580094.000000 Penalty: 5939.111328
	Iteration 59Q: 3 clusters Score -2.058009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20580096.000000 Penalty: 5939.111328
	Iteration 60F: 3 clusters Score -2.05801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20580098.000000 Penalty: 5939.111328
	Iteration 61Q: 3 clusters Score -2.05801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -20580098.000000 Penalty: 5939.111328
	Iteration 62Q: 3 clusters Score -2.05801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -20580088.000000 Penalty: 5939.111328
	Iteration 63Q: 3 clusters Score -2.058009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -20580100.000000 Penalty: 5939.111328
	Iteration 64Q: 3 clusters Score -2.05801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -20580102.000000 Penalty: 5939.111328
	Iteration 65Q: 3 clusters Score -2.05801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -20580112.000000 Penalty: 5939.111328
	Iteration 66Q: 3 clusters Score -2.058011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20580114.000000 Penalty: 5939.111328
	Iteration 67Q: 3 clusters Score -2.058011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -20580128.000000 Penalty: 5939.111328
	Iteration 68Q: 3 clusters Score -2.058013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156242 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20580132.000000 Penalty: 5939.111328
	Iteration 69Q: 3 clusters Score -2.058013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20580120.000000 Penalty: 5939.111328
	Iteration 70Q: 3 clusters Score -2.058012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -20580118.000000 Penalty: 5939.111328
	Iteration 71Q: 3 clusters Score -2.058012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20580114.000000 Penalty: 5939.111328
	Iteration 72Q: 3 clusters Score -2.058011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20580122.000000 Penalty: 5939.111328
	Iteration 73Q: 3 clusters Score -2.058012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20580116.000000 Penalty: 5939.111328
	Iteration 74Q: 3 clusters Score -2.058012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20580116.000000 Penalty: 5939.111328
	Iteration 75F: 3 clusters Score -2.058012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -539834.125000 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -539834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -535747.000000 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -535747 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -536651.500000 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -536651.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -536826.312500 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -536826.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -536960.937500 Penalty: 4149.142578
	Iteration 3Q: 3 clusters Score -536960.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -537060.937500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -537060.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -537146.312500 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -537146.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -537205.500000 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -537205.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -537248.687500 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -537248.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -537271.812500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -537271.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -537290.625000 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -537290.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -537303.875000 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -537303.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -537320.437500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -537320.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -537347.375000 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -537347.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -537378.875000 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -537378.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -537419.375000 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -537419.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -537461.437500 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -537461.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -537512.062500 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -537512.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -537560.062500 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -537560.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -537593.937500 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -537593.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -537624.875000 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -537624.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -537660.625000 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -537660.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -537702.562500 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -537702.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -537739.312500 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -537739.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -537774.187500 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -537774.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -537812.750000 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -537812.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -537860.125000 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -537860.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -537904.812500 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -537904.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -537944.312500 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -537944.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -537989.500000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -537989.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -538042.187500 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -538042.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -538087.875000 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -538087.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -538130.937500 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -538130.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -538155.687500 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -538155.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -538179.312500 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -538179.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -538204.812500 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -538204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -538218.937500 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -538218.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -538238.937500 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -538238.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -538267.937500 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -538267.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -538290.750000 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -538290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -538302.562500 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -538302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -538310.125000 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -538310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -538316.375000 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -538316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -538319.437500 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -538319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -538325.750000 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -538325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -538332.687500 Penalty: 4149.142578
	Iteration 44Q: 3 clusters Score -538332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -538336.250000 Penalty: 4149.142578
	Iteration 45Q: 3 clusters Score -538336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -538341.375000 Penalty: 4149.142578
	Iteration 46Q: 3 clusters Score -538341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -538346.000000 Penalty: 4149.142578
	Iteration 47Q: 3 clusters Score -538346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -538347.000000 Penalty: 4149.142578
	Iteration 48Q: 3 clusters Score -538347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -538348.062500 Penalty: 4149.142578
	Iteration 49Q: 3 clusters Score -538348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -538348.062500 Penalty: 4149.142578
	Iteration 50F: 3 clusters Score -538348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Entering Unmasked Estep 
Score: -19743194.000000 Penalty: 2962.234375
	Iteration 0F: 2 clusters Score -1.974319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -19639876.000000 Penalty: 5924.468750
	Iteration 0F: 3 clusters Score -1.963988e+07 nChanged 73671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -19682706.000000 Penalty: 5924.468750
	Iteration 1F: 3 clusters Score -1.968271e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -19683938.000000 Penalty: 5924.468750
	Iteration 2Q: 3 clusters Score -1.968394e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -19685952.000000 Penalty: 5924.468750
	Iteration 3Q: 3 clusters Score -1.968595e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -19689854.000000 Penalty: 5924.468750
	Iteration 4F: 3 clusters Score -1.968985e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -19696860.000000 Penalty: 5924.468750
	Iteration 5F: 3 clusters Score -1.969686e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -19707686.000000 Penalty: 5924.468750
	Iteration 6F: 3 clusters Score -1.970769e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -19720622.000000 Penalty: 5924.468750
	Iteration 7F: 3 clusters Score -1.972062e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -19732642.000000 Penalty: 5924.468750
	Iteration 8F: 3 clusters Score -1.973264e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -19738976.000000 Penalty: 5924.468750
	Iteration 9Q: 3 clusters Score -1.973898e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -19740452.000000 Penalty: 5924.468750
	Iteration 10Q: 3 clusters Score -1.974045e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -19740982.000000 Penalty: 5924.468750
	Iteration 11Q: 3 clusters Score -1.974098e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -19741338.000000 Penalty: 5924.468750
	Iteration 12Q: 3 clusters Score -1.974134e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -19741564.000000 Penalty: 5924.468750
	Iteration 13Q: 3 clusters Score -1.974156e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -19741756.000000 Penalty: 5924.468750
	Iteration 14Q: 3 clusters Score -1.974176e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -19741878.000000 Penalty: 5924.468750
	Iteration 15Q: 3 clusters Score -1.974188e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -19741940.000000 Penalty: 5924.468750
	Iteration 16Q: 3 clusters Score -1.974194e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 136769 members 
Entering Unmasked Estep 
Score: -19742010.000000 Penalty: 5924.468750
	Iteration 17Q: 3 clusters Score -1.974201e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 137046 members 
Entering Unmasked Estep 
Score: -19742034.000000 Penalty: 5924.468750
	Iteration 18Q: 3 clusters Score -1.974203e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -19742092.000000 Penalty: 5924.468750
	Iteration 19Q: 3 clusters Score -1.974209e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -19742110.000000 Penalty: 5924.468750
	Iteration 20F: 3 clusters Score -1.974211e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 137798 members 
Entering Unmasked Estep 
Score: -19742106.000000 Penalty: 5924.468750
	Iteration 21Q: 3 clusters Score -1.974211e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -19742118.000000 Penalty: 5924.468750
	Iteration 22Q: 3 clusters Score -1.974212e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -19742130.000000 Penalty: 5924.468750
	Iteration 23Q: 3 clusters Score -1.974213e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -19742170.000000 Penalty: 5924.468750
	Iteration 24Q: 3 clusters Score -1.974217e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -19742158.000000 Penalty: 5924.468750
	Iteration 25Q: 3 clusters Score -1.974216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -19742190.000000 Penalty: 5924.468750
	Iteration 26Q: 3 clusters Score -1.974219e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 138890 members 
Entering Unmasked Estep 
Score: -19742152.000000 Penalty: 5924.468750
	Iteration 27Q: 3 clusters Score -1.974215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -19742130.000000 Penalty: 5924.468750
	Iteration 28Q: 3 clusters Score -1.974213e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -19742152.000000 Penalty: 5924.468750
	Iteration 29Q: 3 clusters Score -1.974215e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -19742152.000000 Penalty: 5924.468750
	Iteration 30Q: 3 clusters Score -1.974215e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -19742220.000000 Penalty: 5924.468750
	Iteration 31Q: 3 clusters Score -1.974222e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -19742202.000000 Penalty: 5924.468750
	Iteration 32Q: 3 clusters Score -1.97422e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -19742204.000000 Penalty: 5924.468750
	Iteration 33Q: 3 clusters Score -1.97422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 139826 members 
Entering Unmasked Estep 
Score: -19742168.000000 Penalty: 5924.468750
	Iteration 34Q: 3 clusters Score -1.974217e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -19742178.000000 Penalty: 5924.468750
	Iteration 35Q: 3 clusters Score -1.974218e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -19742206.000000 Penalty: 5924.468750
	Iteration 36Q: 3 clusters Score -1.974221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 140170 members 
Entering Unmasked Estep 
Score: -19742236.000000 Penalty: 5924.468750
	Iteration 37Q: 3 clusters Score -1.974224e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 140275 members 
Entering Unmasked Estep 
Score: -19742256.000000 Penalty: 5924.468750
	Iteration 38Q: 3 clusters Score -1.974226e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -19742232.000000 Penalty: 5924.468750
	Iteration 39Q: 3 clusters Score -1.974223e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -19742252.000000 Penalty: 5924.468750
	Iteration 40F: 3 clusters Score -1.974225e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -19742268.000000 Penalty: 5924.468750
	Iteration 41Q: 3 clusters Score -1.974227e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -19742262.000000 Penalty: 5924.468750
	Iteration 42Q: 3 clusters Score -1.974226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -19742312.000000 Penalty: 5924.468750
	Iteration 43Q: 3 clusters Score -1.974231e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -19742294.000000 Penalty: 5924.468750
	Iteration 44Q: 3 clusters Score -1.974229e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -19742312.000000 Penalty: 5924.468750
	Iteration 45Q: 3 clusters Score -1.974231e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 46Q: 3 clusters Score -1.974232e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -19742308.000000 Penalty: 5924.468750
	Iteration 47Q: 3 clusters Score -1.974231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -19742294.000000 Penalty: 5924.468750
	Iteration 48Q: 3 clusters Score -1.974229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -19742312.000000 Penalty: 5924.468750
	Iteration 49Q: 3 clusters Score -1.974231e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -19742298.000000 Penalty: 5924.468750
	Iteration 50Q: 3 clusters Score -1.97423e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 141170 members 
Entering Unmasked Estep 
Score: -19742304.000000 Penalty: 5924.468750
	Iteration 51Q: 3 clusters Score -1.97423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 141236 members 
Entering Unmasked Estep 
Score: -19742314.000000 Penalty: 5924.468750
	Iteration 52Q: 3 clusters Score -1.974231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 141281 members 
Entering Unmasked Estep 
Score: -19742322.000000 Penalty: 5924.468750
	Iteration 53Q: 3 clusters Score -1.974232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -19742346.000000 Penalty: 5924.468750
	Iteration 54Q: 3 clusters Score -1.974235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 141336 members 
Entering Unmasked Estep 
Score: -19742340.000000 Penalty: 5924.468750
	Iteration 55Q: 3 clusters Score -1.974234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -19742350.000000 Penalty: 5924.468750
	Iteration 56Q: 3 clusters Score -1.974235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 141376 members 
Entering Unmasked Estep 
Score: -19742338.000000 Penalty: 5924.468750
	Iteration 57Q: 3 clusters Score -1.974234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -19742342.000000 Penalty: 5924.468750
	Iteration 58Q: 3 clusters Score -1.974234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -19742328.000000 Penalty: 5924.468750
	Iteration 59Q: 3 clusters Score -1.974233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -19742322.000000 Penalty: 5924.468750
	Iteration 60F: 3 clusters Score -1.974232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -19742314.000000 Penalty: 5924.468750
	Iteration 61Q: 3 clusters Score -1.974231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 62Q: 3 clusters Score -1.974232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -19742316.000000 Penalty: 5924.468750
	Iteration 63Q: 3 clusters Score -1.974232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 141428 members 
Entering Unmasked Estep 
Score: -19742316.000000 Penalty: 5924.468750
	Iteration 64Q: 3 clusters Score -1.974232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 141432 members 
Entering Unmasked Estep 
Score: -19742330.000000 Penalty: 5924.468750
	Iteration 65Q: 3 clusters Score -1.974233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -19742322.000000 Penalty: 5924.468750
	Iteration 66Q: 3 clusters Score -1.974232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 141435 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 67Q: 3 clusters Score -1.974232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 68Q: 3 clusters Score -1.974232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 69Q: 3 clusters Score -1.974232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -19742320.000000 Penalty: 5924.468750
	Iteration 70F: 3 clusters Score -1.974232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (178878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Entering Unmasked Estep 
Score: -23027374.000000 Penalty: 2999.426025
	Iteration 0F: 2 clusters Score -2.302737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -22908592.000000 Penalty: 5998.852051
	Iteration 0F: 3 clusters Score -2.290859e+07 nChanged 85916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -22958716.000000 Penalty: 5998.852051
	Iteration 1F: 3 clusters Score -2.295872e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -22959722.000000 Penalty: 5998.852051
	Iteration 2Q: 3 clusters Score -2.295972e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -22960852.000000 Penalty: 5998.852051
	Iteration 3Q: 3 clusters Score -2.296085e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -22962886.000000 Penalty: 5998.852051
	Iteration 4Q: 3 clusters Score -2.296289e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -22966272.000000 Penalty: 5998.852051
	Iteration 5Q: 3 clusters Score -2.296627e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -22972086.000000 Penalty: 5998.852051
	Iteration 6F: 3 clusters Score -2.297209e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130359 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -22981390.000000 Penalty: 5998.852051
	Iteration 7F: 3 clusters Score -2.298139e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145232 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -22994852.000000 Penalty: 5998.852051
	Iteration 8F: 3 clusters Score -2.299485e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -23008468.000000 Penalty: 5998.852051
	Iteration 9F: 3 clusters Score -2.300847e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -23017596.000000 Penalty: 5998.852051
	Iteration 10F: 3 clusters Score -2.30176e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -23022042.000000 Penalty: 5998.852051
	Iteration 11Q: 3 clusters Score -2.302204e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -23023732.000000 Penalty: 5998.852051
	Iteration 12Q: 3 clusters Score -2.302373e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -23024370.000000 Penalty: 5998.852051
	Iteration 13Q: 3 clusters Score -2.302437e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23024644.000000 Penalty: 5998.852051
	Iteration 14Q: 3 clusters Score -2.302464e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177740 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23024774.000000 Penalty: 5998.852051
	Iteration 15Q: 3 clusters Score -2.302477e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177831 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23024856.000000 Penalty: 5998.852051
	Iteration 16Q: 3 clusters Score -2.302486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177902 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23024932.000000 Penalty: 5998.852051
	Iteration 17Q: 3 clusters Score -2.302493e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23024944.000000 Penalty: 5998.852051
	Iteration 18Q: 3 clusters Score -2.302494e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177959 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23024972.000000 Penalty: 5998.852051
	Iteration 19Q: 3 clusters Score -2.302497e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177984 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23025006.000000 Penalty: 5998.852051
	Iteration 20F: 3 clusters Score -2.302501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23025014.000000 Penalty: 5998.852051
	Iteration 21Q: 3 clusters Score -2.302501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23025016.000000 Penalty: 5998.852051
	Iteration 22Q: 3 clusters Score -2.302502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178032 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23025034.000000 Penalty: 5998.852051
	Iteration 23Q: 3 clusters Score -2.302503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23025042.000000 Penalty: 5998.852051
	Iteration 24Q: 3 clusters Score -2.302504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23025026.000000 Penalty: 5998.852051
	Iteration 25Q: 3 clusters Score -2.302503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178036 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23025024.000000 Penalty: 5998.852051
	Iteration 26Q: 3 clusters Score -2.302502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23025022.000000 Penalty: 5998.852051
	Iteration 27Q: 3 clusters Score -2.302502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23025034.000000 Penalty: 5998.852051
	Iteration 28Q: 3 clusters Score -2.302503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23025032.000000 Penalty: 5998.852051
	Iteration 29Q: 3 clusters Score -2.302503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178055 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23025040.000000 Penalty: 5998.852051
	Iteration 30Q: 3 clusters Score -2.302504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23025038.000000 Penalty: 5998.852051
	Iteration 31Q: 3 clusters Score -2.302504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23025048.000000 Penalty: 5998.852051
	Iteration 32Q: 3 clusters Score -2.302505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23025038.000000 Penalty: 5998.852051
	Iteration 33Q: 3 clusters Score -2.302504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23025046.000000 Penalty: 5998.852051
	Iteration 34Q: 3 clusters Score -2.302505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23025046.000000 Penalty: 5998.852051
	Iteration 35F: 3 clusters Score -2.302505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 55902 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 196396 members 
Mstep: Class 7 contains 39482 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72159 members 
Mstep: Class 17 contains 166725 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153967 members 
Mstep: Class 23 contains 178878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460912.000000 Penalty: 80372.445312
Iteration 279Q: 24 clusters Score -1.664609e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3855 members 
Mstep: Class 3 contains 55981 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181309 members 
Mstep: Class 6 contains 196355 members 
Mstep: Class 7 contains 39471 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12883 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16802 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30059 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72154 members 
Mstep: Class 17 contains 166716 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153925 members 
Mstep: Class 23 contains 178896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461104.000000 Penalty: 80372.445312
Iteration 280F: 24 clusters Score -1.664611e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 56056 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181313 members 
Mstep: Class 6 contains 196329 members 
Mstep: Class 7 contains 39464 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30073 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72150 members 
Mstep: Class 17 contains 166713 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158573 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153891 members 
Mstep: Class 23 contains 178900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461248.000000 Penalty: 80372.445312
Iteration 281Q: 24 clusters Score -1.664612e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 56113 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181323 members 
Mstep: Class 6 contains 196300 members 
Mstep: Class 7 contains 39450 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12869 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16784 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30082 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72147 members 
Mstep: Class 17 contains 166698 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158570 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153874 members 
Mstep: Class 23 contains 178920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 282Q: 24 clusters Score -1.664613e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3858 members 
Mstep: Class 3 contains 56160 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181349 members 
Mstep: Class 6 contains 196247 members 
Mstep: Class 7 contains 39442 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12866 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 16778 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30089 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72143 members 
Mstep: Class 17 contains 166688 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158567 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153856 members 
Mstep: Class 23 contains 178944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 283Q: 24 clusters Score -1.664614e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 56208 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181345 members 
Mstep: Class 6 contains 196208 members 
Mstep: Class 7 contains 39434 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12860 members 
Mstep: Class 10 contains 20311 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30094 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72135 members 
Mstep: Class 17 contains 166675 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 158571 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153840 members 
Mstep: Class 23 contains 178984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 284Q: 24 clusters Score -1.664614e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 56256 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181359 members 
Mstep: Class 6 contains 196164 members 
Mstep: Class 7 contains 39427 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12855 members 
Mstep: Class 10 contains 20307 members 
Mstep: Class 11 contains 16766 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30103 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72131 members 
Mstep: Class 17 contains 166666 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158577 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153826 members 
Mstep: Class 23 contains 179002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 285Q: 24 clusters Score -1.664614e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 56295 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181377 members 
Mstep: Class 6 contains 196116 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12852 members 
Mstep: Class 10 contains 20304 members 
Mstep: Class 11 contains 16763 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30113 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72127 members 
Mstep: Class 17 contains 166669 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158578 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153811 members 
Mstep: Class 23 contains 179012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461424.000000 Penalty: 80372.445312
Iteration 286Q: 24 clusters Score -1.664614e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 56326 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181410 members 
Mstep: Class 6 contains 196088 members 
Mstep: Class 7 contains 39420 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 20304 members 
Mstep: Class 11 contains 16759 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30131 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72126 members 
Mstep: Class 17 contains 166658 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158584 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153768 members 
Mstep: Class 23 contains 179016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461424.000000 Penalty: 80372.445312
Iteration 287Q: 24 clusters Score -1.664614e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 56368 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181413 members 
Mstep: Class 6 contains 196099 members 
Mstep: Class 7 contains 39417 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12844 members 
Mstep: Class 10 contains 20301 members 
Mstep: Class 11 contains 16754 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72121 members 
Mstep: Class 17 contains 166664 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158589 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153724 members 
Mstep: Class 23 contains 179004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 288Q: 24 clusters Score -1.664614e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 56402 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181425 members 
Mstep: Class 6 contains 196127 members 
Mstep: Class 7 contains 39412 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12832 members 
Mstep: Class 10 contains 20297 members 
Mstep: Class 11 contains 16740 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72114 members 
Mstep: Class 17 contains 166673 members 
Mstep: Class 18 contains 11675 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158596 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153674 members 
Mstep: Class 23 contains 178990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 289Q: 24 clusters Score -1.664614e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 56444 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181429 members 
Mstep: Class 6 contains 196134 members 
Mstep: Class 7 contains 39401 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12819 members 
Mstep: Class 10 contains 20296 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72115 members 
Mstep: Class 17 contains 166687 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158600 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153633 members 
Mstep: Class 23 contains 178987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461360.000000 Penalty: 80372.445312
Iteration 290Q: 24 clusters Score -1.664614e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 56496 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181434 members 
Mstep: Class 6 contains 196132 members 
Mstep: Class 7 contains 39403 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12807 members 
Mstep: Class 10 contains 20295 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30185 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72112 members 
Mstep: Class 17 contains 166677 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 158609 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153610 members 
Mstep: Class 23 contains 178965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461552.000000 Penalty: 80372.445312
Iteration 291Q: 24 clusters Score -1.664616e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 56542 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181447 members 
Mstep: Class 6 contains 196110 members 
Mstep: Class 7 contains 39403 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12803 members 
Mstep: Class 10 contains 20292 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30203 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72102 members 
Mstep: Class 17 contains 166672 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 8393 members 
Mstep: Class 20 contains 158623 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153583 members 
Mstep: Class 23 contains 178952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461488.000000 Penalty: 80372.445312
Iteration 292Q: 24 clusters Score -1.664615e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 56588 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181469 members 
Mstep: Class 6 contains 196078 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 20291 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30218 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72095 members 
Mstep: Class 17 contains 166675 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158634 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153553 members 
Mstep: Class 23 contains 178929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461456.000000 Penalty: 80372.445312
Iteration 293Q: 24 clusters Score -1.664615e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 56624 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181481 members 
Mstep: Class 6 contains 196061 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12793 members 
Mstep: Class 10 contains 20289 members 
Mstep: Class 11 contains 16701 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30230 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72093 members 
Mstep: Class 17 contains 166684 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153524 members 
Mstep: Class 23 contains 178910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461424.000000 Penalty: 80372.445312
Iteration 294Q: 24 clusters Score -1.664614e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 56665 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181507 members 
Mstep: Class 6 contains 196030 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12792 members 
Mstep: Class 10 contains 20287 members 
Mstep: Class 11 contains 16694 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30239 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72091 members 
Mstep: Class 17 contains 166686 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153490 members 
Mstep: Class 23 contains 178903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461520.000000 Penalty: 80372.445312
Iteration 295Q: 24 clusters Score -1.664615e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 56716 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181527 members 
Mstep: Class 6 contains 196017 members 
Mstep: Class 7 contains 39400 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 20282 members 
Mstep: Class 11 contains 16686 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30246 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72089 members 
Mstep: Class 17 contains 166678 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158668 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153449 members 
Mstep: Class 23 contains 178898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 296Q: 24 clusters Score -1.664615e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 56754 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181562 members 
Mstep: Class 6 contains 195993 members 
Mstep: Class 7 contains 39397 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 10 contains 20275 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30252 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72087 members 
Mstep: Class 17 contains 166669 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158678 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153425 members 
Mstep: Class 23 contains 178895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 297Q: 24 clusters Score -1.664613e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 56798 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181599 members 
Mstep: Class 6 contains 195964 members 
Mstep: Class 7 contains 39395 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12774 members 
Mstep: Class 10 contains 20270 members 
Mstep: Class 11 contains 16666 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30268 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72085 members 
Mstep: Class 17 contains 166663 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158689 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153393 members 
Mstep: Class 23 contains 178878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461200.000000 Penalty: 80372.445312
Iteration 298Q: 24 clusters Score -1.664612e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 56841 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181620 members 
Mstep: Class 6 contains 195949 members 
Mstep: Class 7 contains 39394 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12768 members 
Mstep: Class 10 contains 20267 members 
Mstep: Class 11 contains 16660 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30283 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72081 members 
Mstep: Class 17 contains 166666 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158698 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153350 members 
Mstep: Class 23 contains 178864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 24 clusters Score -1.664612e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 56888 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181643 members 
Mstep: Class 6 contains 195907 members 
Mstep: Class 7 contains 39395 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 16652 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30303 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72079 members 
Mstep: Class 17 contains 166667 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158704 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153322 members 
Mstep: Class 23 contains 178854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 300F: 24 clusters Score -1.664613e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 56952 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181660 members 
Mstep: Class 6 contains 195901 members 
Mstep: Class 7 contains 39395 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 10 contains 20261 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30320 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72071 members 
Mstep: Class 17 contains 166657 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158714 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153287 members 
Mstep: Class 23 contains 178819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 24 clusters Score -1.664615e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 57009 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181675 members 
Mstep: Class 6 contains 195881 members 
Mstep: Class 7 contains 39393 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12759 members 
Mstep: Class 10 contains 20254 members 
Mstep: Class 11 contains 16638 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72068 members 
Mstep: Class 17 contains 166651 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158728 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153263 members 
Mstep: Class 23 contains 178779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 24 clusters Score -1.664614e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 57066 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181715 members 
Mstep: Class 6 contains 195844 members 
Mstep: Class 7 contains 39392 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 20248 members 
Mstep: Class 11 contains 16633 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30363 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72064 members 
Mstep: Class 17 contains 166637 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158742 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153231 members 
Mstep: Class 23 contains 178743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461472.000000 Penalty: 80372.445312
Iteration 303Q: 24 clusters Score -1.664615e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 57135 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181742 members 
Mstep: Class 6 contains 195803 members 
Mstep: Class 7 contains 39387 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 20243 members 
Mstep: Class 11 contains 16629 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30393 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72054 members 
Mstep: Class 17 contains 166641 members 
Mstep: Class 18 contains 11674 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158739 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153195 members 
Mstep: Class 23 contains 178716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461424.000000 Penalty: 80372.445312
Iteration 304Q: 24 clusters Score -1.664614e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 57212 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181741 members 
Mstep: Class 6 contains 195784 members 
Mstep: Class 7 contains 39381 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12749 members 
Mstep: Class 10 contains 20242 members 
Mstep: Class 11 contains 16622 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30418 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72050 members 
Mstep: Class 17 contains 166651 members 
Mstep: Class 18 contains 11675 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158734 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153166 members 
Mstep: Class 23 contains 178678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461120.000000 Penalty: 80372.445312
Iteration 305Q: 24 clusters Score -1.664611e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 57289 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181715 members 
Mstep: Class 6 contains 195772 members 
Mstep: Class 7 contains 39367 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12744 members 
Mstep: Class 10 contains 20237 members 
Mstep: Class 11 contains 16618 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72048 members 
Mstep: Class 17 contains 166658 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158747 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153144 members 
Mstep: Class 23 contains 178647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461152.000000 Penalty: 80372.445312
Iteration 306Q: 24 clusters Score -1.664612e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 57351 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181701 members 
Mstep: Class 6 contains 195758 members 
Mstep: Class 7 contains 39353 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12739 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 16611 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30462 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72043 members 
Mstep: Class 17 contains 166676 members 
Mstep: Class 18 contains 11673 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 158749 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153126 members 
Mstep: Class 23 contains 178626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461328.000000 Penalty: 80372.445312
Iteration 307Q: 24 clusters Score -1.664613e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 57416 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181692 members 
Mstep: Class 6 contains 195710 members 
Mstep: Class 7 contains 39348 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12736 members 
Mstep: Class 10 contains 20231 members 
Mstep: Class 11 contains 16602 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30490 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72040 members 
Mstep: Class 17 contains 166673 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 158767 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153112 members 
Mstep: Class 23 contains 178617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461376.000000 Penalty: 80372.445312
Iteration 308Q: 24 clusters Score -1.664614e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 57489 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181671 members 
Mstep: Class 6 contains 195666 members 
Mstep: Class 7 contains 39345 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 20230 members 
Mstep: Class 11 contains 16593 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30521 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72032 members 
Mstep: Class 17 contains 166689 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 158773 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153109 members 
Mstep: Class 23 contains 178589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 309Q: 24 clusters Score -1.664614e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 57555 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181687 members 
Mstep: Class 6 contains 195630 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12718 members 
Mstep: Class 10 contains 20227 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30548 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72028 members 
Mstep: Class 17 contains 166694 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 158780 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 153083 members 
Mstep: Class 23 contains 178552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 310Q: 24 clusters Score -1.664614e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 57611 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181702 members 
Mstep: Class 6 contains 195613 members 
Mstep: Class 7 contains 39338 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12710 members 
Mstep: Class 10 contains 20225 members 
Mstep: Class 11 contains 16579 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30579 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72022 members 
Mstep: Class 17 contains 166699 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 158790 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 153055 members 
Mstep: Class 23 contains 178509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461472.000000 Penalty: 80372.445312
Iteration 311Q: 24 clusters Score -1.664615e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 57666 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181738 members 
Mstep: Class 6 contains 195573 members 
Mstep: Class 7 contains 39327 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 16578 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30610 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72017 members 
Mstep: Class 17 contains 166709 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 158796 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 153021 members 
Mstep: Class 23 contains 178474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 312Q: 24 clusters Score -1.664614e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 57728 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181762 members 
Mstep: Class 6 contains 195539 members 
Mstep: Class 7 contains 39321 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12694 members 
Mstep: Class 10 contains 20221 members 
Mstep: Class 11 contains 16573 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30649 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72012 members 
Mstep: Class 17 contains 166706 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 158809 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152985 members 
Mstep: Class 23 contains 178430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461312.000000 Penalty: 80372.445312
Iteration 313Q: 24 clusters Score -1.664613e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 57787 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181788 members 
Mstep: Class 6 contains 195523 members 
Mstep: Class 7 contains 39314 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 10 contains 20219 members 
Mstep: Class 11 contains 16566 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30670 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72018 members 
Mstep: Class 17 contains 166682 members 
Mstep: Class 18 contains 11663 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 158822 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152954 members 
Mstep: Class 23 contains 178400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461408.000000 Penalty: 80372.445312
Iteration 314Q: 24 clusters Score -1.664614e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 57848 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181790 members 
Mstep: Class 6 contains 195535 members 
Mstep: Class 7 contains 39303 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12683 members 
Mstep: Class 10 contains 20217 members 
Mstep: Class 11 contains 16552 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72012 members 
Mstep: Class 17 contains 166670 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 158826 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152922 members 
Mstep: Class 23 contains 178367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 315Q: 24 clusters Score -1.664615e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 57913 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181767 members 
Mstep: Class 6 contains 195552 members 
Mstep: Class 7 contains 39298 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 10 contains 20215 members 
Mstep: Class 11 contains 16543 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30749 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72009 members 
Mstep: Class 17 contains 166669 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 158824 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152898 members 
Mstep: Class 23 contains 178312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461584.000000 Penalty: 80372.445312
Iteration 316Q: 24 clusters Score -1.664616e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181780 members 
Mstep: Class 6 contains 195581 members 
Mstep: Class 7 contains 39288 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12677 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 16532 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30799 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72005 members 
Mstep: Class 17 contains 166652 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 158824 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152862 members 
Mstep: Class 23 contains 178250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461680.000000 Penalty: 80372.445312
Iteration 317Q: 24 clusters Score -1.664617e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 58033 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181792 members 
Mstep: Class 6 contains 195584 members 
Mstep: Class 7 contains 39287 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12671 members 
Mstep: Class 10 contains 20209 members 
Mstep: Class 11 contains 16527 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30848 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 72000 members 
Mstep: Class 17 contains 166636 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 158820 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152828 members 
Mstep: Class 23 contains 178193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 318Q: 24 clusters Score -1.664615e+08 nChanged 412
Entering ConstructFrom: 
Score: -166461504.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89480.570312 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89480.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89830.648438 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89830.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90015.460938 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -90015.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90175.046875 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -90175.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90319.046875 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -90319.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90637.750000 Penalty: 3321.116211
	Iteration 5F: 3 clusters Score -90637.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91181.734375 Penalty: 3321.116211
	Iteration 6F: 3 clusters Score -91181.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91571.695312 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -91571.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91726.796875 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -91726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91808.804688 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -91808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91887.789062 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -91887.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91942.914062 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -91942.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91971.289062 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -91971.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91971.289062 Penalty: 3321.116211
	Iteration 13F: 3 clusters Score -91971.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 58094 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181801 members 
Mstep: Class 6 contains 195586 members 
Mstep: Class 7 contains 39279 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 10 contains 20208 members 
Mstep: Class 11 contains 16516 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71996 members 
Mstep: Class 17 contains 166626 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158821 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152799 members 
Mstep: Class 23 contains 178150 members 
Mstep: Class 24 contains 267 members 
Entering Unmasked Estep 
Score: -166460320.000000 Penalty: 83866.898438
Splitting cluster 1 changes total score from -166461504.000000 to -166460320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -488423.375000 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -488423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -484588.625000 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -484588.6 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -485379.968750 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -485380 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -485587.656250 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -485587.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -485751.875000 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -485751.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -485880.468750 Penalty: 4100.527344
	Iteration 4Q: 3 clusters Score -485880.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -486009.281250 Penalty: 4100.527344
	Iteration 5Q: 3 clusters Score -486009.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -486106.781250 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -486106.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -486192.718750 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -486192.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -486277.125000 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -486277.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -486354.718750 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -486354.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -486447.093750 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -486447.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -486539.343750 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -486539.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -486644.562500 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -486644.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -486758.406250 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -486758.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -486859.937500 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -486859.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -486944.062500 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -486944.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -487034.312500 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -487034.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -487161.000000 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -487161 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -487304.156250 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -487304.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -487446.562500 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -487446.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -487554.781250 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -487554.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -487637.781250 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -487637.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -487677.875000 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -487677.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -487698.031250 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -487698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -487709.687500 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -487709.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -487715.093750 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -487715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -487719.125000 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -487719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -487720.968750 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -487721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -487722.000000 Penalty: 4100.527344
	Iteration 28Q: 3 clusters Score -487722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -487722.000000 Penalty: 4100.527344
	Iteration 29F: 3 clusters Score -487722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Entering Unmasked Estep 
Score: -7550953.000000 Penalty: 2720.514893
	Iteration 0F: 2 clusters Score -7550953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7511719.500000 Penalty: 5441.029785
	Iteration 0F: 3 clusters Score -7511720 nChanged 27157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -7526844.500000 Penalty: 5441.029785
	Iteration 1F: 3 clusters Score -7526844 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7527462.500000 Penalty: 5441.029785
	Iteration 2Q: 3 clusters Score -7527462 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -7528242.500000 Penalty: 5441.029785
	Iteration 3Q: 3 clusters Score -7528242 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -7529457.500000 Penalty: 5441.029785
	Iteration 4Q: 3 clusters Score -7529458 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -7531222.000000 Penalty: 5441.029785
	Iteration 5F: 3 clusters Score -7531222 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -7534169.000000 Penalty: 5441.029785
	Iteration 6F: 3 clusters Score -7534169 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -7538076.000000 Penalty: 5441.029785
	Iteration 7F: 3 clusters Score -7538076 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -7542327.500000 Penalty: 5441.029785
	Iteration 8F: 3 clusters Score -7542328 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -7545546.500000 Penalty: 5441.029785
	Iteration 9F: 3 clusters Score -7545546 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -7547226.000000 Penalty: 5441.029785
	Iteration 10Q: 3 clusters Score -7547226 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -7547979.500000 Penalty: 5441.029785
	Iteration 11Q: 3 clusters Score -7547980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7548245.500000 Penalty: 5441.029785
	Iteration 12Q: 3 clusters Score -7548246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -7548405.500000 Penalty: 5441.029785
	Iteration 13Q: 3 clusters Score -7548406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -7548480.000000 Penalty: 5441.029785
	Iteration 14Q: 3 clusters Score -7548480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -7548516.000000 Penalty: 5441.029785
	Iteration 15Q: 3 clusters Score -7548516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7548550.500000 Penalty: 5441.029785
	Iteration 16Q: 3 clusters Score -7548550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7548566.500000 Penalty: 5441.029785
	Iteration 17Q: 3 clusters Score -7548566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -7548573.500000 Penalty: 5441.029785
	Iteration 18Q: 3 clusters Score -7548574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -7548582.000000 Penalty: 5441.029785
	Iteration 19Q: 3 clusters Score -7548582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7548589.000000 Penalty: 5441.029785
	Iteration 20F: 3 clusters Score -7548589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7548590.000000 Penalty: 5441.029785
	Iteration 21Q: 3 clusters Score -7548590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7548591.000000 Penalty: 5441.029785
	Iteration 22Q: 3 clusters Score -7548591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7548586.000000 Penalty: 5441.029785
	Iteration 23Q: 3 clusters Score -7548586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7548586.000000 Penalty: 5441.029785
	Iteration 24F: 3 clusters Score -7548586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92510.984375 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92510.98 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92955.320312 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -92955.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93303.914062 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93303.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93671.710938 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -93671.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93940.617188 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -93940.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94173.148438 Penalty: 3382.728027
	Iteration 5F: 3 clusters Score -94173.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94420.804688 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94722.992188 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94722.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94926.523438 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94926.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94970.906250 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94970.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95068.343750 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -95068.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -95202.054688 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95202.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95346.531250 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95346.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -95361.156250 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -95361.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -95361.156250 Penalty: 3382.728027
	Iteration 14F: 3 clusters Score -95361.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 58094 members 
Mstep: Class 4 contains 300 members 
Mstep: Class 5 contains 181801 members 
Mstep: Class 6 contains 195586 members 
Mstep: Class 7 contains 39279 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 10 contains 20208 members 
Mstep: Class 11 contains 16516 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71996 members 
Mstep: Class 17 contains 166626 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158821 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152799 members 
Mstep: Class 23 contains 178150 members 
Mstep: Class 24 contains 616 members 
Entering Unmasked Estep 
Score: -166460608.000000 Penalty: 83866.898438
Splitting cluster 4 changes total score from -166461504.000000 to -166460608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (181801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Entering Unmasked Estep 
Score: -23525690.000000 Penalty: 3003.445801
	Iteration 0F: 2 clusters Score -2.352569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -23407652.000000 Penalty: 6006.891602
	Iteration 0F: 3 clusters Score -2.340765e+07 nChanged 87468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -23458654.000000 Penalty: 6006.891602
	Iteration 1F: 3 clusters Score -2.345865e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -23460000.000000 Penalty: 6006.891602
	Iteration 2Q: 3 clusters Score -2.346e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -23461756.000000 Penalty: 6006.891602
	Iteration 3Q: 3 clusters Score -2.346176e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -23464460.000000 Penalty: 6006.891602
	Iteration 4Q: 3 clusters Score -2.346446e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -23468788.000000 Penalty: 6006.891602
	Iteration 5F: 3 clusters Score -2.346879e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -23475780.000000 Penalty: 6006.891602
	Iteration 6F: 3 clusters Score -2.347578e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131793 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -23486100.000000 Penalty: 6006.891602
	Iteration 7F: 3 clusters Score -2.34861e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144306 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -23498024.000000 Penalty: 6006.891602
	Iteration 8F: 3 clusters Score -2.349802e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -23507668.000000 Penalty: 6006.891602
	Iteration 9F: 3 clusters Score -2.350767e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -23513836.000000 Penalty: 6006.891602
	Iteration 10Q: 3 clusters Score -2.351384e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -23517452.000000 Penalty: 6006.891602
	Iteration 11Q: 3 clusters Score -2.351745e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -23519796.000000 Penalty: 6006.891602
	Iteration 12Q: 3 clusters Score -2.35198e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -23521054.000000 Penalty: 6006.891602
	Iteration 13Q: 3 clusters Score -2.352105e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174727 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -23521900.000000 Penalty: 6006.891602
	Iteration 14Q: 3 clusters Score -2.35219e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176347 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -23522428.000000 Penalty: 6006.891602
	Iteration 15Q: 3 clusters Score -2.352243e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -23522860.000000 Penalty: 6006.891602
	Iteration 16Q: 3 clusters Score -2.352286e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -23523102.000000 Penalty: 6006.891602
	Iteration 17Q: 3 clusters Score -2.35231e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178971 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -23523192.000000 Penalty: 6006.891602
	Iteration 18Q: 3 clusters Score -2.352319e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -23523280.000000 Penalty: 6006.891602
	Iteration 19Q: 3 clusters Score -2.352328e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23523306.000000 Penalty: 6006.891602
	Iteration 20F: 3 clusters Score -2.352331e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179837 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23523468.000000 Penalty: 6006.891602
	Iteration 21Q: 3 clusters Score -2.352347e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23523562.000000 Penalty: 6006.891602
	Iteration 22Q: 3 clusters Score -2.352356e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23523600.000000 Penalty: 6006.891602
	Iteration 23Q: 3 clusters Score -2.35236e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180237 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -23523688.000000 Penalty: 6006.891602
	Iteration 24Q: 3 clusters Score -2.352369e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -23523700.000000 Penalty: 6006.891602
	Iteration 25Q: 3 clusters Score -2.35237e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23523738.000000 Penalty: 6006.891602
	Iteration 26Q: 3 clusters Score -2.352374e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23523734.000000 Penalty: 6006.891602
	Iteration 27Q: 3 clusters Score -2.352373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23523766.000000 Penalty: 6006.891602
	Iteration 28Q: 3 clusters Score -2.352377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23523774.000000 Penalty: 6006.891602
	Iteration 29Q: 3 clusters Score -2.352377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180453 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23523798.000000 Penalty: 6006.891602
	Iteration 30Q: 3 clusters Score -2.35238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23523792.000000 Penalty: 6006.891602
	Iteration 31Q: 3 clusters Score -2.352379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23523792.000000 Penalty: 6006.891602
	Iteration 32Q: 3 clusters Score -2.352379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23523786.000000 Penalty: 6006.891602
	Iteration 33Q: 3 clusters Score -2.352379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23523800.000000 Penalty: 6006.891602
	Iteration 34Q: 3 clusters Score -2.35238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23523796.000000 Penalty: 6006.891602
	Iteration 35Q: 3 clusters Score -2.35238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23523806.000000 Penalty: 6006.891602
	Iteration 36Q: 3 clusters Score -2.352381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180463 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23523822.000000 Penalty: 6006.891602
	Iteration 37Q: 3 clusters Score -2.352382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180469 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23523816.000000 Penalty: 6006.891602
	Iteration 38Q: 3 clusters Score -2.352382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -23523802.000000 Penalty: 6006.891602
	Iteration 39Q: 3 clusters Score -2.35238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23523810.000000 Penalty: 6006.891602
	Iteration 40F: 3 clusters Score -2.352381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -23523806.000000 Penalty: 6006.891602
	Iteration 41Q: 3 clusters Score -2.352381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23523804.000000 Penalty: 6006.891602
	Iteration 42Q: 3 clusters Score -2.35238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23523816.000000 Penalty: 6006.891602
	Iteration 43Q: 3 clusters Score -2.352382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23523796.000000 Penalty: 6006.891602
	Iteration 44Q: 3 clusters Score -2.35238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23523800.000000 Penalty: 6006.891602
	Iteration 45Q: 3 clusters Score -2.35238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23523800.000000 Penalty: 6006.891602
	Iteration 46F: 3 clusters Score -2.35238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195586 members 
Entering Unmasked Estep 
Score: -25276224.000000 Penalty: 3021.571533
	Iteration 0F: 2 clusters Score -2.527622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -25150650.000000 Penalty: 6043.143066
	Iteration 0F: 3 clusters Score -2.515065e+07 nChanged 94149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -25205732.000000 Penalty: 6043.143066
	Iteration 1F: 3 clusters Score -2.520573e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -25206768.000000 Penalty: 6043.143066
	Iteration 2Q: 3 clusters Score -2.520677e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -25208096.000000 Penalty: 6043.143066
	Iteration 3Q: 3 clusters Score -2.52081e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -25209758.000000 Penalty: 6043.143066
	Iteration 4Q: 3 clusters Score -2.520976e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -25213080.000000 Penalty: 6043.143066
	Iteration 5Q: 3 clusters Score -2.521308e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -25218730.000000 Penalty: 6043.143066
	Iteration 6F: 3 clusters Score -2.521873e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -25228166.000000 Penalty: 6043.143066
	Iteration 7F: 3 clusters Score -2.522817e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -25242260.000000 Penalty: 6043.143066
	Iteration 8F: 3 clusters Score -2.524226e+07 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -25256438.000000 Penalty: 6043.143066
	Iteration 9F: 3 clusters Score -2.525644e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184341 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -25266310.000000 Penalty: 6043.143066
	Iteration 10F: 3 clusters Score -2.526631e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190713 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -25270940.000000 Penalty: 6043.143066
	Iteration 11Q: 3 clusters Score -2.527094e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -25272582.000000 Penalty: 6043.143066
	Iteration 12Q: 3 clusters Score -2.527258e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194443 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -25273188.000000 Penalty: 6043.143066
	Iteration 13Q: 3 clusters Score -2.527319e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25273486.000000 Penalty: 6043.143066
	Iteration 14Q: 3 clusters Score -2.527349e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25273598.000000 Penalty: 6043.143066
	Iteration 15Q: 3 clusters Score -2.52736e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195044 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -25273630.000000 Penalty: 6043.143066
	Iteration 16Q: 3 clusters Score -2.527363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195085 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25273684.000000 Penalty: 6043.143066
	Iteration 17Q: 3 clusters Score -2.527368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195114 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25273700.000000 Penalty: 6043.143066
	Iteration 18Q: 3 clusters Score -2.52737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195132 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -25273706.000000 Penalty: 6043.143066
	Iteration 19Q: 3 clusters Score -2.527371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25273732.000000 Penalty: 6043.143066
	Iteration 20F: 3 clusters Score -2.527373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195153 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -25273744.000000 Penalty: 6043.143066
	Iteration 21Q: 3 clusters Score -2.527374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195162 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -25273742.000000 Penalty: 6043.143066
	Iteration 22Q: 3 clusters Score -2.527374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195168 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25273736.000000 Penalty: 6043.143066
	Iteration 23Q: 3 clusters Score -2.527374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195170 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -25273750.000000 Penalty: 6043.143066
	Iteration 24Q: 3 clusters Score -2.527375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195168 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25273746.000000 Penalty: 6043.143066
	Iteration 25Q: 3 clusters Score -2.527375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195168 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25273746.000000 Penalty: 6043.143066
	Iteration 26F: 3 clusters Score -2.527375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Entering Unmasked Estep 
Score: -5131443.500000 Penalty: 2623.454590
	Iteration 0F: 2 clusters Score -5131444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5104787.000000 Penalty: 5246.909180
	Iteration 0F: 3 clusters Score -5104787 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5114751.500000 Penalty: 5246.909180
	Iteration 1F: 3 clusters Score -5114752 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5115563.000000 Penalty: 5246.909180
	Iteration 2Q: 3 clusters Score -5115563 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5116448.500000 Penalty: 5246.909180
	Iteration 3Q: 3 clusters Score -5116448 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5117336.500000 Penalty: 5246.909180
	Iteration 4Q: 3 clusters Score -5117336 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5118318.500000 Penalty: 5246.909180
	Iteration 5Q: 3 clusters Score -5118318 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5119455.500000 Penalty: 5246.909180
	Iteration 6Q: 3 clusters Score -5119456 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5120660.500000 Penalty: 5246.909180
	Iteration 7F: 3 clusters Score -5120660 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5121875.000000 Penalty: 5246.909180
	Iteration 8F: 3 clusters Score -5121875 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5123063.000000 Penalty: 5246.909180
	Iteration 9F: 3 clusters Score -5123063 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5123982.000000 Penalty: 5246.909180
	Iteration 10Q: 3 clusters Score -5123982 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5124586.500000 Penalty: 5246.909180
	Iteration 11Q: 3 clusters Score -5124586 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5124914.500000 Penalty: 5246.909180
	Iteration 12Q: 3 clusters Score -5124914 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -5125043.500000 Penalty: 5246.909180
	Iteration 13Q: 3 clusters Score -5125044 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5125135.500000 Penalty: 5246.909180
	Iteration 14Q: 3 clusters Score -5125136 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5125213.500000 Penalty: 5246.909180
	Iteration 15Q: 3 clusters Score -5125214 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -5125286.500000 Penalty: 5246.909180
	Iteration 16Q: 3 clusters Score -5125286 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5125341.500000 Penalty: 5246.909180
	Iteration 17Q: 3 clusters Score -5125342 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -5125380.500000 Penalty: 5246.909180
	Iteration 18Q: 3 clusters Score -5125380 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5125431.000000 Penalty: 5246.909180
	Iteration 19Q: 3 clusters Score -5125431 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -5125468.000000 Penalty: 5246.909180
	Iteration 20F: 3 clusters Score -5125468 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5125511.500000 Penalty: 5246.909180
	Iteration 21Q: 3 clusters Score -5125512 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5125534.500000 Penalty: 5246.909180
	Iteration 22Q: 3 clusters Score -5125534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -5125582.000000 Penalty: 5246.909180
	Iteration 23Q: 3 clusters Score -5125582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5125606.500000 Penalty: 5246.909180
	Iteration 24Q: 3 clusters Score -5125606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5125642.000000 Penalty: 5246.909180
	Iteration 25Q: 3 clusters Score -5125642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5125677.500000 Penalty: 5246.909180
	Iteration 26Q: 3 clusters Score -5125678 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5125717.000000 Penalty: 5246.909180
	Iteration 27Q: 3 clusters Score -5125717 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5125748.500000 Penalty: 5246.909180
	Iteration 28Q: 3 clusters Score -5125748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5125776.500000 Penalty: 5246.909180
	Iteration 29Q: 3 clusters Score -5125776 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5125813.000000 Penalty: 5246.909180
	Iteration 30Q: 3 clusters Score -5125813 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -5125836.000000 Penalty: 5246.909180
	Iteration 31Q: 3 clusters Score -5125836 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5125883.500000 Penalty: 5246.909180
	Iteration 32Q: 3 clusters Score -5125884 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5125898.500000 Penalty: 5246.909180
	Iteration 33Q: 3 clusters Score -5125898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5125937.000000 Penalty: 5246.909180
	Iteration 34Q: 3 clusters Score -5125937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5125955.000000 Penalty: 5246.909180
	Iteration 35Q: 3 clusters Score -5125955 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5125980.000000 Penalty: 5246.909180
	Iteration 36Q: 3 clusters Score -5125980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5126020.000000 Penalty: 5246.909180
	Iteration 37Q: 3 clusters Score -5126020 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5126031.500000 Penalty: 5246.909180
	Iteration 38Q: 3 clusters Score -5126032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5126062.500000 Penalty: 5246.909180
	Iteration 39Q: 3 clusters Score -5126062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5126068.000000 Penalty: 5246.909180
	Iteration 40F: 3 clusters Score -5126068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5126105.500000 Penalty: 5246.909180
	Iteration 41Q: 3 clusters Score -5126106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5126124.500000 Penalty: 5246.909180
	Iteration 42Q: 3 clusters Score -5126124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5126138.000000 Penalty: 5246.909180
	Iteration 43Q: 3 clusters Score -5126138 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5126157.500000 Penalty: 5246.909180
	Iteration 44Q: 3 clusters Score -5126158 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5126181.000000 Penalty: 5246.909180
	Iteration 45Q: 3 clusters Score -5126181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5126223.000000 Penalty: 5246.909180
	Iteration 46Q: 3 clusters Score -5126223 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5126241.500000 Penalty: 5246.909180
	Iteration 47Q: 3 clusters Score -5126242 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5126277.500000 Penalty: 5246.909180
	Iteration 48Q: 3 clusters Score -5126278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5126298.500000 Penalty: 5246.909180
	Iteration 49Q: 3 clusters Score -5126298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5126338.000000 Penalty: 5246.909180
	Iteration 50Q: 3 clusters Score -5126338 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5126359.000000 Penalty: 5246.909180
	Iteration 51Q: 3 clusters Score -5126359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -5126379.500000 Penalty: 5246.909180
	Iteration 52Q: 3 clusters Score -5126380 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -5126420.500000 Penalty: 5246.909180
	Iteration 53Q: 3 clusters Score -5126420 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5126441.000000 Penalty: 5246.909180
	Iteration 54Q: 3 clusters Score -5126441 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -5126508.000000 Penalty: 5246.909180
	Iteration 55Q: 3 clusters Score -5126508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -5126550.500000 Penalty: 5246.909180
	Iteration 56Q: 3 clusters Score -5126550 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -5126606.000000 Penalty: 5246.909180
	Iteration 57Q: 3 clusters Score -5126606 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5126644.500000 Penalty: 5246.909180
	Iteration 58Q: 3 clusters Score -5126644 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5126699.000000 Penalty: 5246.909180
	Iteration 59Q: 3 clusters Score -5126699 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -5126767.500000 Penalty: 5246.909180
	Iteration 60F: 3 clusters Score -5126768 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -5126850.000000 Penalty: 5246.909180
	Iteration 61Q: 3 clusters Score -5126850 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5126881.500000 Penalty: 5246.909180
	Iteration 62Q: 3 clusters Score -5126882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5126928.500000 Penalty: 5246.909180
	Iteration 63Q: 3 clusters Score -5126928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5126989.500000 Penalty: 5246.909180
	Iteration 64Q: 3 clusters Score -5126990 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5127027.000000 Penalty: 5246.909180
	Iteration 65Q: 3 clusters Score -5127027 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -5127090.500000 Penalty: 5246.909180
	Iteration 66Q: 3 clusters Score -5127090 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5127163.500000 Penalty: 5246.909180
	Iteration 67Q: 3 clusters Score -5127164 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5127222.500000 Penalty: 5246.909180
	Iteration 68Q: 3 clusters Score -5127222 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5127311.500000 Penalty: 5246.909180
	Iteration 69Q: 3 clusters Score -5127312 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5127357.500000 Penalty: 5246.909180
	Iteration 70Q: 3 clusters Score -5127358 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5127464.000000 Penalty: 5246.909180
	Iteration 71Q: 3 clusters Score -5127464 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -5127558.500000 Penalty: 5246.909180
	Iteration 72Q: 3 clusters Score -5127558 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5127595.500000 Penalty: 5246.909180
	Iteration 73Q: 3 clusters Score -5127596 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5127672.000000 Penalty: 5246.909180
	Iteration 74Q: 3 clusters Score -5127672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5127763.000000 Penalty: 5246.909180
	Iteration 75Q: 3 clusters Score -5127763 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5127841.000000 Penalty: 5246.909180
	Iteration 76Q: 3 clusters Score -5127841 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -5127959.500000 Penalty: 5246.909180
	Iteration 77Q: 3 clusters Score -5127960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5128047.500000 Penalty: 5246.909180
	Iteration 78Q: 3 clusters Score -5128048 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5128143.000000 Penalty: 5246.909180
	Iteration 79Q: 3 clusters Score -5128143 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -5128223.000000 Penalty: 5246.909180
	Iteration 80F: 3 clusters Score -5128223 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5128324.000000 Penalty: 5246.909180
	Iteration 81Q: 3 clusters Score -5128324 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5128435.500000 Penalty: 5246.909180
	Iteration 82Q: 3 clusters Score -5128436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5128519.500000 Penalty: 5246.909180
	Iteration 83Q: 3 clusters Score -5128520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5128594.500000 Penalty: 5246.909180
	Iteration 84Q: 3 clusters Score -5128594 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5128665.000000 Penalty: 5246.909180
	Iteration 85Q: 3 clusters Score -5128665 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5128733.500000 Penalty: 5246.909180
	Iteration 86Q: 3 clusters Score -5128734 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5128818.000000 Penalty: 5246.909180
	Iteration 87Q: 3 clusters Score -5128818 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -5128900.000000 Penalty: 5246.909180
	Iteration 88Q: 3 clusters Score -5128900 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -5128940.000000 Penalty: 5246.909180
	Iteration 89Q: 3 clusters Score -5128940 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5128977.500000 Penalty: 5246.909180
	Iteration 90Q: 3 clusters Score -5128978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5129038.500000 Penalty: 5246.909180
	Iteration 91Q: 3 clusters Score -5129038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5129100.500000 Penalty: 5246.909180
	Iteration 92Q: 3 clusters Score -5129100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5129155.000000 Penalty: 5246.909180
	Iteration 93Q: 3 clusters Score -5129155 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -5129195.500000 Penalty: 5246.909180
	Iteration 94Q: 3 clusters Score -5129196 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5129253.000000 Penalty: 5246.909180
	Iteration 95Q: 3 clusters Score -5129253 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5129289.500000 Penalty: 5246.909180
	Iteration 96Q: 3 clusters Score -5129290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5129329.000000 Penalty: 5246.909180
	Iteration 97Q: 3 clusters Score -5129329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5129361.500000 Penalty: 5246.909180
	Iteration 98Q: 3 clusters Score -5129362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -5129390.500000 Penalty: 5246.909180
	Iteration 99Q: 3 clusters Score -5129390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5129413.500000 Penalty: 5246.909180
	Iteration 100F: 3 clusters Score -5129414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5129425.500000 Penalty: 5246.909180
	Iteration 101Q: 3 clusters Score -5129426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5129428.500000 Penalty: 5246.909180
	Iteration 102Q: 3 clusters Score -5129428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -5129439.500000 Penalty: 5246.909180
	Iteration 103Q: 3 clusters Score -5129440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5129456.000000 Penalty: 5246.909180
	Iteration 104Q: 3 clusters Score -5129456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5129462.000000 Penalty: 5246.909180
	Iteration 105Q: 3 clusters Score -5129462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -5129482.000000 Penalty: 5246.909180
	Iteration 106Q: 3 clusters Score -5129482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5129487.000000 Penalty: 5246.909180
	Iteration 107Q: 3 clusters Score -5129487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5129502.000000 Penalty: 5246.909180
	Iteration 108Q: 3 clusters Score -5129502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5129510.000000 Penalty: 5246.909180
	Iteration 109Q: 3 clusters Score -5129510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5129516.500000 Penalty: 5246.909180
	Iteration 110Q: 3 clusters Score -5129516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5129527.000000 Penalty: 5246.909180
	Iteration 111Q: 3 clusters Score -5129527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5129526.500000 Penalty: 5246.909180
	Iteration 112Q: 3 clusters Score -5129526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5129532.500000 Penalty: 5246.909180
	Iteration 113Q: 3 clusters Score -5129532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5129560.500000 Penalty: 5246.909180
	Iteration 114Q: 3 clusters Score -5129560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5129586.000000 Penalty: 5246.909180
	Iteration 115Q: 3 clusters Score -5129586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5129598.000000 Penalty: 5246.909180
	Iteration 116Q: 3 clusters Score -5129598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5129607.000000 Penalty: 5246.909180
	Iteration 117Q: 3 clusters Score -5129607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -5129622.000000 Penalty: 5246.909180
	Iteration 118Q: 3 clusters Score -5129622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5129625.000000 Penalty: 5246.909180
	Iteration 119Q: 3 clusters Score -5129625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -5129635.000000 Penalty: 5246.909180
	Iteration 120F: 3 clusters Score -5129635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5129644.000000 Penalty: 5246.909180
	Iteration 121Q: 3 clusters Score -5129644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5129637.000000 Penalty: 5246.909180
	Iteration 122Q: 3 clusters Score -5129637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5129639.500000 Penalty: 5246.909180
	Iteration 123Q: 3 clusters Score -5129640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5129658.500000 Penalty: 5246.909180
	Iteration 124Q: 3 clusters Score -5129658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5129653.000000 Penalty: 5246.909180
	Iteration 125Q: 3 clusters Score -5129653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5129662.500000 Penalty: 5246.909180
	Iteration 126Q: 3 clusters Score -5129662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5129668.000000 Penalty: 5246.909180
	Iteration 127Q: 3 clusters Score -5129668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5129671.500000 Penalty: 5246.909180
	Iteration 128Q: 3 clusters Score -5129672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5129668.500000 Penalty: 5246.909180
	Iteration 129Q: 3 clusters Score -5129668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5129675.500000 Penalty: 5246.909180
	Iteration 130Q: 3 clusters Score -5129676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5129677.500000 Penalty: 5246.909180
	Iteration 131Q: 3 clusters Score -5129678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5129674.500000 Penalty: 5246.909180
	Iteration 132Q: 3 clusters Score -5129674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5129676.000000 Penalty: 5246.909180
	Iteration 133Q: 3 clusters Score -5129676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5129679.500000 Penalty: 5246.909180
	Iteration 134Q: 3 clusters Score -5129680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5129676.500000 Penalty: 5246.909180
	Iteration 135Q: 3 clusters Score -5129676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5129679.000000 Penalty: 5246.909180
	Iteration 136Q: 3 clusters Score -5129679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5129679.500000 Penalty: 5246.909180
	Iteration 137Q: 3 clusters Score -5129680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5129685.500000 Penalty: 5246.909180
	Iteration 138Q: 3 clusters Score -5129686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5129689.500000 Penalty: 5246.909180
	Iteration 139Q: 3 clusters Score -5129690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5129689.500000 Penalty: 5246.909180
	Iteration 140F: 3 clusters Score -5129690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5129689.000000 Penalty: 5246.909180
	Iteration 141Q: 3 clusters Score -5129689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5129690.000000 Penalty: 5246.909180
	Iteration 142Q: 3 clusters Score -5129690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5129693.000000 Penalty: 5246.909180
	Iteration 143Q: 3 clusters Score -5129693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5129687.500000 Penalty: 5246.909180
	Iteration 144Q: 3 clusters Score -5129688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5129687.500000 Penalty: 5246.909180
	Iteration 145F: 3 clusters Score -5129688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -160009.281250 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -160009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157912.250000 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -157912.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158269.890625 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -158269.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158392.250000 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -158392.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158496.171875 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -158496.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158566.500000 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -158566.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158628.656250 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -158628.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158678.593750 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -158678.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -158750.203125 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -158750.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158807.125000 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -158807.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -158851.562500 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -158851.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158888.453125 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -158888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -158923.218750 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -158923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -158960.625000 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -158960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -158976.625000 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -158976.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -158998.250000 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -158998.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -159016.781250 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -159016.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -159031.968750 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -159032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -159044.093750 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -159044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159057.828125 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -159057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159065.578125 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -159065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159096.453125 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -159096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159159.000000 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -159159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159184.515625 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -159184.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159210.015625 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -159210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -159234.750000 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -159234.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159249.421875 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -159249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159255.468750 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -159255.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -159264.109375 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -159264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -159278.953125 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -159279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159299.343750 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -159299.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -159326.640625 Penalty: 3572.519775
	Iteration 30Q: 3 clusters Score -159326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -159351.765625 Penalty: 3572.519775
	Iteration 31Q: 3 clusters Score -159351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159372.109375 Penalty: 3572.519775
	Iteration 32Q: 3 clusters Score -159372.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159388.703125 Penalty: 3572.519775
	Iteration 33Q: 3 clusters Score -159388.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159404.234375 Penalty: 3572.519775
	Iteration 34Q: 3 clusters Score -159404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -159416.250000 Penalty: 3572.519775
	Iteration 35Q: 3 clusters Score -159416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -159424.875000 Penalty: 3572.519775
	Iteration 36Q: 3 clusters Score -159424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159428.109375 Penalty: 3572.519775
	Iteration 37Q: 3 clusters Score -159428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159428.109375 Penalty: 3572.519775
	Iteration 38F: 3 clusters Score -159428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Entering Unmasked Estep 
Score: -1655544.875000 Penalty: 2342.756348
	Iteration 0F: 2 clusters Score -1655545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1646120.875000 Penalty: 4685.512695
	Iteration 0F: 3 clusters Score -1646121 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1648913.250000 Penalty: 4685.512695
	Iteration 1F: 3 clusters Score -1648913 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1649180.500000 Penalty: 4685.512695
	Iteration 2F: 3 clusters Score -1649180 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1649393.750000 Penalty: 4685.512695
	Iteration 3Q: 3 clusters Score -1649394 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1649578.625000 Penalty: 4685.512695
	Iteration 4Q: 3 clusters Score -1649579 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1649793.375000 Penalty: 4685.512695
	Iteration 5Q: 3 clusters Score -1649793 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1650027.750000 Penalty: 4685.512695
	Iteration 6Q: 3 clusters Score -1650028 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1650262.875000 Penalty: 4685.512695
	Iteration 7Q: 3 clusters Score -1650263 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1650507.250000 Penalty: 4685.512695
	Iteration 8Q: 3 clusters Score -1650507 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1650753.625000 Penalty: 4685.512695
	Iteration 9Q: 3 clusters Score -1650754 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1651000.500000 Penalty: 4685.512695
	Iteration 10Q: 3 clusters Score -1651000 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1651199.625000 Penalty: 4685.512695
	Iteration 11Q: 3 clusters Score -1651200 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1651380.500000 Penalty: 4685.512695
	Iteration 12Q: 3 clusters Score -1651380 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1651572.625000 Penalty: 4685.512695
	Iteration 13Q: 3 clusters Score -1651573 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1651743.375000 Penalty: 4685.512695
	Iteration 14Q: 3 clusters Score -1651743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1651890.875000 Penalty: 4685.512695
	Iteration 15Q: 3 clusters Score -1651891 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1652025.250000 Penalty: 4685.512695
	Iteration 16Q: 3 clusters Score -1652025 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1652142.375000 Penalty: 4685.512695
	Iteration 17Q: 3 clusters Score -1652142 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1652258.750000 Penalty: 4685.512695
	Iteration 18Q: 3 clusters Score -1652259 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1652373.625000 Penalty: 4685.512695
	Iteration 19Q: 3 clusters Score -1652374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1652472.750000 Penalty: 4685.512695
	Iteration 20F: 3 clusters Score -1652473 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1652546.500000 Penalty: 4685.512695
	Iteration 21Q: 3 clusters Score -1652546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1652619.875000 Penalty: 4685.512695
	Iteration 22Q: 3 clusters Score -1652620 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1652697.375000 Penalty: 4685.512695
	Iteration 23Q: 3 clusters Score -1652697 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1652756.000000 Penalty: 4685.512695
	Iteration 24Q: 3 clusters Score -1652756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1652807.750000 Penalty: 4685.512695
	Iteration 25Q: 3 clusters Score -1652808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1652866.750000 Penalty: 4685.512695
	Iteration 26Q: 3 clusters Score -1652867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1652916.750000 Penalty: 4685.512695
	Iteration 27Q: 3 clusters Score -1652917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1652970.625000 Penalty: 4685.512695
	Iteration 28Q: 3 clusters Score -1652971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1653016.625000 Penalty: 4685.512695
	Iteration 29Q: 3 clusters Score -1653017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1653047.500000 Penalty: 4685.512695
	Iteration 30Q: 3 clusters Score -1653048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1653081.000000 Penalty: 4685.512695
	Iteration 31Q: 3 clusters Score -1653081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1653111.250000 Penalty: 4685.512695
	Iteration 32Q: 3 clusters Score -1653111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1653133.000000 Penalty: 4685.512695
	Iteration 33Q: 3 clusters Score -1653133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1653157.375000 Penalty: 4685.512695
	Iteration 34Q: 3 clusters Score -1653157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1653192.125000 Penalty: 4685.512695
	Iteration 35Q: 3 clusters Score -1653192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1653209.875000 Penalty: 4685.512695
	Iteration 36Q: 3 clusters Score -1653210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1653234.500000 Penalty: 4685.512695
	Iteration 37Q: 3 clusters Score -1653234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1653262.875000 Penalty: 4685.512695
	Iteration 38Q: 3 clusters Score -1653263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1653293.875000 Penalty: 4685.512695
	Iteration 39Q: 3 clusters Score -1653294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1653314.000000 Penalty: 4685.512695
	Iteration 40F: 3 clusters Score -1653314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1653334.250000 Penalty: 4685.512695
	Iteration 41Q: 3 clusters Score -1653334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1653349.500000 Penalty: 4685.512695
	Iteration 42Q: 3 clusters Score -1653350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1653366.625000 Penalty: 4685.512695
	Iteration 43Q: 3 clusters Score -1653367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1653387.625000 Penalty: 4685.512695
	Iteration 44Q: 3 clusters Score -1653388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1653402.875000 Penalty: 4685.512695
	Iteration 45Q: 3 clusters Score -1653403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1653416.000000 Penalty: 4685.512695
	Iteration 46Q: 3 clusters Score -1653416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1653426.125000 Penalty: 4685.512695
	Iteration 47Q: 3 clusters Score -1653426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1653436.375000 Penalty: 4685.512695
	Iteration 48Q: 3 clusters Score -1653436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1653445.750000 Penalty: 4685.512695
	Iteration 49Q: 3 clusters Score -1653446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1653454.125000 Penalty: 4685.512695
	Iteration 50Q: 3 clusters Score -1653454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1653461.250000 Penalty: 4685.512695
	Iteration 51Q: 3 clusters Score -1653461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1653465.500000 Penalty: 4685.512695
	Iteration 52Q: 3 clusters Score -1653466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1653476.500000 Penalty: 4685.512695
	Iteration 53Q: 3 clusters Score -1653476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1653479.750000 Penalty: 4685.512695
	Iteration 54Q: 3 clusters Score -1653480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1653486.875000 Penalty: 4685.512695
	Iteration 55Q: 3 clusters Score -1653487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1653492.625000 Penalty: 4685.512695
	Iteration 56Q: 3 clusters Score -1653493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1653494.000000 Penalty: 4685.512695
	Iteration 57Q: 3 clusters Score -1653494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1653497.375000 Penalty: 4685.512695
	Iteration 58Q: 3 clusters Score -1653497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1653498.000000 Penalty: 4685.512695
	Iteration 59Q: 3 clusters Score -1653498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1653502.000000 Penalty: 4685.512695
	Iteration 60F: 3 clusters Score -1653502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1653505.125000 Penalty: 4685.512695
	Iteration 61Q: 3 clusters Score -1653505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1653506.000000 Penalty: 4685.512695
	Iteration 62Q: 3 clusters Score -1653506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1653508.375000 Penalty: 4685.512695
	Iteration 63Q: 3 clusters Score -1653508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1653515.750000 Penalty: 4685.512695
	Iteration 64Q: 3 clusters Score -1653516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1653518.375000 Penalty: 4685.512695
	Iteration 65Q: 3 clusters Score -1653518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1653522.875000 Penalty: 4685.512695
	Iteration 66Q: 3 clusters Score -1653523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1653525.000000 Penalty: 4685.512695
	Iteration 67Q: 3 clusters Score -1653525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1653529.250000 Penalty: 4685.512695
	Iteration 68Q: 3 clusters Score -1653529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1653530.875000 Penalty: 4685.512695
	Iteration 69Q: 3 clusters Score -1653531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1653530.250000 Penalty: 4685.512695
	Iteration 70Q: 3 clusters Score -1653530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1653531.000000 Penalty: 4685.512695
	Iteration 71Q: 3 clusters Score -1653531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1653531.875000 Penalty: 4685.512695
	Iteration 72Q: 3 clusters Score -1653532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1653532.625000 Penalty: 4685.512695
	Iteration 73Q: 3 clusters Score -1653533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1653535.250000 Penalty: 4685.512695
	Iteration 74Q: 3 clusters Score -1653535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1653535.250000 Penalty: 4685.512695
	Iteration 75F: 3 clusters Score -1653535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Entering Unmasked Estep 
Score: -2600465.250000 Penalty: 2458.630859
	Iteration 0F: 2 clusters Score -2600465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2586267.750000 Penalty: 4917.261719
	Iteration 0F: 3 clusters Score -2586268 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2591178.500000 Penalty: 4917.261719
	Iteration 1F: 3 clusters Score -2591178 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2591743.250000 Penalty: 4917.261719
	Iteration 2F: 3 clusters Score -2591743 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2592540.250000 Penalty: 4917.261719
	Iteration 3F: 3 clusters Score -2592540 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2593508.500000 Penalty: 4917.261719
	Iteration 4F: 3 clusters Score -2593508 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2594583.500000 Penalty: 4917.261719
	Iteration 5F: 3 clusters Score -2594584 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2595823.500000 Penalty: 4917.261719
	Iteration 6F: 3 clusters Score -2595824 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2597015.000000 Penalty: 4917.261719
	Iteration 7F: 3 clusters Score -2597015 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2597975.000000 Penalty: 4917.261719
	Iteration 8F: 3 clusters Score -2597975 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2598469.000000 Penalty: 4917.261719
	Iteration 9Q: 3 clusters Score -2598469 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2598649.500000 Penalty: 4917.261719
	Iteration 10Q: 3 clusters Score -2598650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2598744.500000 Penalty: 4917.261719
	Iteration 11Q: 3 clusters Score -2598744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2598801.750000 Penalty: 4917.261719
	Iteration 12Q: 3 clusters Score -2598802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2598839.500000 Penalty: 4917.261719
	Iteration 13Q: 3 clusters Score -2598840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2598900.500000 Penalty: 4917.261719
	Iteration 14Q: 3 clusters Score -2598900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2598987.000000 Penalty: 4917.261719
	Iteration 15Q: 3 clusters Score -2598987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2599051.750000 Penalty: 4917.261719
	Iteration 16Q: 3 clusters Score -2599052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2599124.000000 Penalty: 4917.261719
	Iteration 17Q: 3 clusters Score -2599124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2599164.250000 Penalty: 4917.261719
	Iteration 18Q: 3 clusters Score -2599164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2599186.750000 Penalty: 4917.261719
	Iteration 19Q: 3 clusters Score -2599187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2599221.000000 Penalty: 4917.261719
	Iteration 20F: 3 clusters Score -2599221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2599235.250000 Penalty: 4917.261719
	Iteration 21Q: 3 clusters Score -2599235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2599229.500000 Penalty: 4917.261719
	Iteration 22Q: 3 clusters Score -2599230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2599239.500000 Penalty: 4917.261719
	Iteration 23Q: 3 clusters Score -2599240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2599241.500000 Penalty: 4917.261719
	Iteration 24Q: 3 clusters Score -2599242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2599244.000000 Penalty: 4917.261719
	Iteration 25Q: 3 clusters Score -2599244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2599245.250000 Penalty: 4917.261719
	Iteration 26Q: 3 clusters Score -2599245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2599246.750000 Penalty: 4917.261719
	Iteration 27Q: 3 clusters Score -2599247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2599251.250000 Penalty: 4917.261719
	Iteration 28Q: 3 clusters Score -2599251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2599249.000000 Penalty: 4917.261719
	Iteration 29Q: 3 clusters Score -2599249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2599249.250000 Penalty: 4917.261719
	Iteration 30Q: 3 clusters Score -2599249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2599255.000000 Penalty: 4917.261719
	Iteration 31Q: 3 clusters Score -2599255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2599250.000000 Penalty: 4917.261719
	Iteration 32Q: 3 clusters Score -2599250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2599254.750000 Penalty: 4917.261719
	Iteration 33Q: 3 clusters Score -2599255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2599255.750000 Penalty: 4917.261719
	Iteration 34Q: 3 clusters Score -2599256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2599261.000000 Penalty: 4917.261719
	Iteration 35Q: 3 clusters Score -2599261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2599255.500000 Penalty: 4917.261719
	Iteration 36Q: 3 clusters Score -2599256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2599257.250000 Penalty: 4917.261719
	Iteration 37Q: 3 clusters Score -2599257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2599260.750000 Penalty: 4917.261719
	Iteration 38Q: 3 clusters Score -2599261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2599262.250000 Penalty: 4917.261719
	Iteration 39Q: 3 clusters Score -2599262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2599265.000000 Penalty: 4917.261719
	Iteration 40F: 3 clusters Score -2599265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2599270.000000 Penalty: 4917.261719
	Iteration 41Q: 3 clusters Score -2599270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2599266.000000 Penalty: 4917.261719
	Iteration 42Q: 3 clusters Score -2599266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2599266.500000 Penalty: 4917.261719
	Iteration 43Q: 3 clusters Score -2599266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2599263.750000 Penalty: 4917.261719
	Iteration 44Q: 3 clusters Score -2599264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2599266.250000 Penalty: 4917.261719
	Iteration 45Q: 3 clusters Score -2599266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2599266.250000 Penalty: 4917.261719
	Iteration 46F: 3 clusters Score -2599266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Entering Unmasked Estep 
Score: -2153032.250000 Penalty: 2408.596924
	Iteration 0F: 2 clusters Score -2153032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2141101.000000 Penalty: 4817.193848
	Iteration 0F: 3 clusters Score -2141101 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2144922.000000 Penalty: 4817.193848
	Iteration 1F: 3 clusters Score -2144922 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2145272.750000 Penalty: 4817.193848
	Iteration 2F: 3 clusters Score -2145273 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2145611.500000 Penalty: 4817.193848
	Iteration 3Q: 3 clusters Score -2145612 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2145949.000000 Penalty: 4817.193848
	Iteration 4Q: 3 clusters Score -2145949 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2146260.000000 Penalty: 4817.193848
	Iteration 5Q: 3 clusters Score -2146260 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2146581.500000 Penalty: 4817.193848
	Iteration 6Q: 3 clusters Score -2146582 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2146906.500000 Penalty: 4817.193848
	Iteration 7Q: 3 clusters Score -2146906 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2147216.250000 Penalty: 4817.193848
	Iteration 8Q: 3 clusters Score -2147216 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2147477.750000 Penalty: 4817.193848
	Iteration 9Q: 3 clusters Score -2147478 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2147764.250000 Penalty: 4817.193848
	Iteration 10Q: 3 clusters Score -2147764 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2148019.500000 Penalty: 4817.193848
	Iteration 11Q: 3 clusters Score -2148020 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2148268.000000 Penalty: 4817.193848
	Iteration 12Q: 3 clusters Score -2148268 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2148502.750000 Penalty: 4817.193848
	Iteration 13Q: 3 clusters Score -2148503 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2148727.000000 Penalty: 4817.193848
	Iteration 14Q: 3 clusters Score -2148727 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2148937.250000 Penalty: 4817.193848
	Iteration 15Q: 3 clusters Score -2148937 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2149129.250000 Penalty: 4817.193848
	Iteration 16Q: 3 clusters Score -2149129 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2149301.000000 Penalty: 4817.193848
	Iteration 17Q: 3 clusters Score -2149301 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2149406.750000 Penalty: 4817.193848
	Iteration 18Q: 3 clusters Score -2149407 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2149493.000000 Penalty: 4817.193848
	Iteration 19Q: 3 clusters Score -2149493 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2149530.500000 Penalty: 4817.193848
	Iteration 20F: 3 clusters Score -2149530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2149565.750000 Penalty: 4817.193848
	Iteration 21Q: 3 clusters Score -2149566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2149579.500000 Penalty: 4817.193848
	Iteration 22Q: 3 clusters Score -2149580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2149593.750000 Penalty: 4817.193848
	Iteration 23Q: 3 clusters Score -2149594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2149611.250000 Penalty: 4817.193848
	Iteration 24Q: 3 clusters Score -2149611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2149610.500000 Penalty: 4817.193848
	Iteration 25Q: 3 clusters Score -2149610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2149621.250000 Penalty: 4817.193848
	Iteration 26Q: 3 clusters Score -2149621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2149628.250000 Penalty: 4817.193848
	Iteration 27Q: 3 clusters Score -2149628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2149644.500000 Penalty: 4817.193848
	Iteration 28Q: 3 clusters Score -2149644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2149645.000000 Penalty: 4817.193848
	Iteration 29Q: 3 clusters Score -2149645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2149650.500000 Penalty: 4817.193848
	Iteration 30Q: 3 clusters Score -2149650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2149646.500000 Penalty: 4817.193848
	Iteration 31Q: 3 clusters Score -2149646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2149649.750000 Penalty: 4817.193848
	Iteration 32Q: 3 clusters Score -2149650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2149650.000000 Penalty: 4817.193848
	Iteration 33Q: 3 clusters Score -2149650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2149661.500000 Penalty: 4817.193848
	Iteration 34Q: 3 clusters Score -2149662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2149660.250000 Penalty: 4817.193848
	Iteration 35Q: 3 clusters Score -2149660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2149652.500000 Penalty: 4817.193848
	Iteration 36Q: 3 clusters Score -2149652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2149657.000000 Penalty: 4817.193848
	Iteration 37Q: 3 clusters Score -2149657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2149653.750000 Penalty: 4817.193848
	Iteration 38Q: 3 clusters Score -2149654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2149652.000000 Penalty: 4817.193848
	Iteration 39Q: 3 clusters Score -2149652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2149651.500000 Penalty: 4817.193848
	Iteration 40F: 3 clusters Score -2149652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2149653.250000 Penalty: 4817.193848
	Iteration 41Q: 3 clusters Score -2149653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2149654.750000 Penalty: 4817.193848
	Iteration 42Q: 3 clusters Score -2149655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2149656.000000 Penalty: 4817.193848
	Iteration 43Q: 3 clusters Score -2149656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2149658.500000 Penalty: 4817.193848
	Iteration 44Q: 3 clusters Score -2149658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2149658.750000 Penalty: 4817.193848
	Iteration 45Q: 3 clusters Score -2149659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2149661.750000 Penalty: 4817.193848
	Iteration 46Q: 3 clusters Score -2149662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2149663.750000 Penalty: 4817.193848
	Iteration 47Q: 3 clusters Score -2149664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2149662.750000 Penalty: 4817.193848
	Iteration 48Q: 3 clusters Score -2149663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2149664.000000 Penalty: 4817.193848
	Iteration 49Q: 3 clusters Score -2149664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2149664.750000 Penalty: 4817.193848
	Iteration 50Q: 3 clusters Score -2149665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2149666.500000 Penalty: 4817.193848
	Iteration 51Q: 3 clusters Score -2149666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2149667.500000 Penalty: 4817.193848
	Iteration 52Q: 3 clusters Score -2149668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2149668.750000 Penalty: 4817.193848
	Iteration 53Q: 3 clusters Score -2149669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2149670.250000 Penalty: 4817.193848
	Iteration 54Q: 3 clusters Score -2149670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2149670.250000 Penalty: 4817.193848
	Iteration 55F: 3 clusters Score -2149670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.691406 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.69 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 284 members 
Entering Unmasked Estep 
Score: -59855.695312 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59855.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60120.562500 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60120.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60243.406250 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60243.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60368.562500 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60368.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60582.417969 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -60582.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61002.910156 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -61002.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61542.144531 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -61542.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61853.976562 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61853.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61996.906250 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61996.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62018.152344 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -62018.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -62027.339844 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -62027.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62035.410156 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -62035.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62063.355469 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -62063.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62095.589844 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -62095.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62095.589844 Penalty: 3158.620605
	Iteration 14F: 3 clusters Score -62095.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 58094 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181801 members 
Mstep: Class 6 contains 195586 members 
Mstep: Class 7 contains 39279 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 10 contains 20208 members 
Mstep: Class 11 contains 16516 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71996 members 
Mstep: Class 17 contains 166626 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158821 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152799 members 
Mstep: Class 23 contains 178150 members 
Mstep: Class 24 contains 130 members 
Entering Unmasked Estep 
Score: -166460352.000000 Penalty: 83866.898438
Splitting cluster 12 changes total score from -166461504.000000 to -166460352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -64555.714844 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -64555.71 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 344 members 
Entering Unmasked Estep 
Score: -63016.296875 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -63016.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63559.441406 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -63559.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63816.652344 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -63816.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64091.312500 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -64091.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64339.054688 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -64339.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64454.796875 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -64454.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64526.710938 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -64526.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64543.371094 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -64543.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64549.566406 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -64549.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64553.593750 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -64553.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64554.539062 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -64554.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64554.539062 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -64554.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Entering Unmasked Estep 
Score: -3969536.500000 Penalty: 2563.854492
	Iteration 0F: 2 clusters Score -3969536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3948377.500000 Penalty: 5127.708984
	Iteration 0F: 3 clusters Score -3948378 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3955892.500000 Penalty: 5127.708984
	Iteration 1F: 3 clusters Score -3955892 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3956230.750000 Penalty: 5127.708984
	Iteration 2Q: 3 clusters Score -3956231 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3956497.750000 Penalty: 5127.708984
	Iteration 3Q: 3 clusters Score -3956498 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3956740.250000 Penalty: 5127.708984
	Iteration 4Q: 3 clusters Score -3956740 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3956975.250000 Penalty: 5127.708984
	Iteration 5Q: 3 clusters Score -3956975 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3957274.500000 Penalty: 5127.708984
	Iteration 6Q: 3 clusters Score -3957274 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3957627.250000 Penalty: 5127.708984
	Iteration 7Q: 3 clusters Score -3957627 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3958135.000000 Penalty: 5127.708984
	Iteration 8Q: 3 clusters Score -3958135 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3958860.500000 Penalty: 5127.708984
	Iteration 9Q: 3 clusters Score -3958860 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3959911.750000 Penalty: 5127.708984
	Iteration 10F: 3 clusters Score -3959912 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3961570.500000 Penalty: 5127.708984
	Iteration 11F: 3 clusters Score -3961570 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3963759.000000 Penalty: 5127.708984
	Iteration 12F: 3 clusters Score -3963759 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3965836.750000 Penalty: 5127.708984
	Iteration 13F: 3 clusters Score -3965837 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3967175.500000 Penalty: 5127.708984
	Iteration 14Q: 3 clusters Score -3967176 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3967663.500000 Penalty: 5127.708984
	Iteration 15Q: 3 clusters Score -3967664 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3967816.250000 Penalty: 5127.708984
	Iteration 16Q: 3 clusters Score -3967816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3967910.000000 Penalty: 5127.708984
	Iteration 17Q: 3 clusters Score -3967910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3967953.750000 Penalty: 5127.708984
	Iteration 18Q: 3 clusters Score -3967954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3967975.000000 Penalty: 5127.708984
	Iteration 19Q: 3 clusters Score -3967975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3967991.750000 Penalty: 5127.708984
	Iteration 20F: 3 clusters Score -3967992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3968000.750000 Penalty: 5127.708984
	Iteration 21Q: 3 clusters Score -3968001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3968000.750000 Penalty: 5127.708984
	Iteration 22Q: 3 clusters Score -3968001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3968002.750000 Penalty: 5127.708984
	Iteration 23Q: 3 clusters Score -3968003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3968000.750000 Penalty: 5127.708984
	Iteration 24Q: 3 clusters Score -3968001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3968001.250000 Penalty: 5127.708984
	Iteration 25Q: 3 clusters Score -3968001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3967990.250000 Penalty: 5127.708984
	Iteration 26Q: 3 clusters Score -3967990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3968003.750000 Penalty: 5127.708984
	Iteration 27Q: 3 clusters Score -3968004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3968003.750000 Penalty: 5127.708984
	Iteration 28Q: 3 clusters Score -3968004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3968004.250000 Penalty: 5127.708984
	Iteration 29Q: 3 clusters Score -3968004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3968005.500000 Penalty: 5127.708984
	Iteration 30Q: 3 clusters Score -3968006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3968011.500000 Penalty: 5127.708984
	Iteration 31Q: 3 clusters Score -3968012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3968006.250000 Penalty: 5127.708984
	Iteration 32Q: 3 clusters Score -3968006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3968010.000000 Penalty: 5127.708984
	Iteration 33Q: 3 clusters Score -3968010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3968012.000000 Penalty: 5127.708984
	Iteration 34Q: 3 clusters Score -3968012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3968007.000000 Penalty: 5127.708984
	Iteration 35Q: 3 clusters Score -3968007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3968005.250000 Penalty: 5127.708984
	Iteration 36Q: 3 clusters Score -3968005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3968011.250000 Penalty: 5127.708984
	Iteration 37Q: 3 clusters Score -3968011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3968008.000000 Penalty: 5127.708984
	Iteration 38Q: 3 clusters Score -3968008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3968012.000000 Penalty: 5127.708984
	Iteration 39Q: 3 clusters Score -3968012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3968013.000000 Penalty: 5127.708984
	Iteration 40F: 3 clusters Score -3968013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3968011.250000 Penalty: 5127.708984
	Iteration 41Q: 3 clusters Score -3968011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3968011.250000 Penalty: 5127.708984
	Iteration 42F: 3 clusters Score -3968011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 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 280 members 
Entering Unmasked Estep 
Score: -67716.656250 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67716.66 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67910.406250 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67910.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67975.843750 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -67975.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68004.257812 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68004.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68024.890625 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68024.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68028.312500 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -68028.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68044.453125 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -68044.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68061.179688 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -68061.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68097.132812 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -68097.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68107.445312 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -68107.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68107.445312 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -68107.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Entering Unmasked Estep 
Score: -9004798.000000 Penalty: 2773.722900
	Iteration 0F: 2 clusters Score -9004798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -8956638.000000 Penalty: 5547.445801
	Iteration 0F: 3 clusters Score -8956638 nChanged 33694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -8975414.000000 Penalty: 5547.445801
	Iteration 1F: 3 clusters Score -8975414 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -8976039.000000 Penalty: 5547.445801
	Iteration 2Q: 3 clusters Score -8976039 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8976700.000000 Penalty: 5547.445801
	Iteration 3Q: 3 clusters Score -8976700 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -8977279.000000 Penalty: 5547.445801
	Iteration 4Q: 3 clusters Score -8977279 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8978144.000000 Penalty: 5547.445801
	Iteration 5Q: 3 clusters Score -8978144 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8979196.000000 Penalty: 5547.445801
	Iteration 6Q: 3 clusters Score -8979196 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -8980533.000000 Penalty: 5547.445801
	Iteration 7Q: 3 clusters Score -8980533 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8982007.000000 Penalty: 5547.445801
	Iteration 8Q: 3 clusters Score -8982007 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8983816.000000 Penalty: 5547.445801
	Iteration 9F: 3 clusters Score -8983816 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -8985682.000000 Penalty: 5547.445801
	Iteration 10F: 3 clusters Score -8985682 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -8987785.000000 Penalty: 5547.445801
	Iteration 11F: 3 clusters Score -8987785 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -8990309.000000 Penalty: 5547.445801
	Iteration 12Q: 3 clusters Score -8990309 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -8993225.000000 Penalty: 5547.445801
	Iteration 13Q: 3 clusters Score -8993225 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -8996115.000000 Penalty: 5547.445801
	Iteration 14Q: 3 clusters Score -8996115 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -8998181.000000 Penalty: 5547.445801
	Iteration 15Q: 3 clusters Score -8998181 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -8999488.000000 Penalty: 5547.445801
	Iteration 16Q: 3 clusters Score -8999488 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -9000387.000000 Penalty: 5547.445801
	Iteration 17Q: 3 clusters Score -9000387 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -9000995.000000 Penalty: 5547.445801
	Iteration 18Q: 3 clusters Score -9000995 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -9001437.000000 Penalty: 5547.445801
	Iteration 19Q: 3 clusters Score -9001437 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -9001801.000000 Penalty: 5547.445801
	Iteration 20F: 3 clusters Score -9001801 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9002131.000000 Penalty: 5547.445801
	Iteration 21Q: 3 clusters Score -9002131 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -9002383.000000 Penalty: 5547.445801
	Iteration 22Q: 3 clusters Score -9002383 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -9002526.000000 Penalty: 5547.445801
	Iteration 23Q: 3 clusters Score -9002526 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -9002639.000000 Penalty: 5547.445801
	Iteration 24Q: 3 clusters Score -9002639 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -9002718.000000 Penalty: 5547.445801
	Iteration 25Q: 3 clusters Score -9002718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -9002778.000000 Penalty: 5547.445801
	Iteration 26Q: 3 clusters Score -9002778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9002805.000000 Penalty: 5547.445801
	Iteration 27Q: 3 clusters Score -9002805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9002811.000000 Penalty: 5547.445801
	Iteration 28Q: 3 clusters Score -9002811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -9002838.000000 Penalty: 5547.445801
	Iteration 29Q: 3 clusters Score -9002838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -9002853.000000 Penalty: 5547.445801
	Iteration 30Q: 3 clusters Score -9002853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -9002854.000000 Penalty: 5547.445801
	Iteration 31Q: 3 clusters Score -9002854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -9002877.000000 Penalty: 5547.445801
	Iteration 32Q: 3 clusters Score -9002877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -9002876.000000 Penalty: 5547.445801
	Iteration 33Q: 3 clusters Score -9002876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -9002894.000000 Penalty: 5547.445801
	Iteration 34Q: 3 clusters Score -9002894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9002904.000000 Penalty: 5547.445801
	Iteration 35Q: 3 clusters Score -9002904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -9002907.000000 Penalty: 5547.445801
	Iteration 36Q: 3 clusters Score -9002907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -9002905.000000 Penalty: 5547.445801
	Iteration 37Q: 3 clusters Score -9002905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -9002915.000000 Penalty: 5547.445801
	Iteration 38Q: 3 clusters Score -9002915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -9002916.000000 Penalty: 5547.445801
	Iteration 39Q: 3 clusters Score -9002916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -9002923.000000 Penalty: 5547.445801
	Iteration 40F: 3 clusters Score -9002923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -9002921.000000 Penalty: 5547.445801
	Iteration 41Q: 3 clusters Score -9002921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -9002922.000000 Penalty: 5547.445801
	Iteration 42Q: 3 clusters Score -9002922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -9002924.000000 Penalty: 5547.445801
	Iteration 43Q: 3 clusters Score -9002924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -9002927.000000 Penalty: 5547.445801
	Iteration 44Q: 3 clusters Score -9002927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -9002934.000000 Penalty: 5547.445801
	Iteration 45Q: 3 clusters Score -9002934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9002942.000000 Penalty: 5547.445801
	Iteration 46Q: 3 clusters Score -9002942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -9002943.000000 Penalty: 5547.445801
	Iteration 47Q: 3 clusters Score -9002943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9002949.000000 Penalty: 5547.445801
	Iteration 48Q: 3 clusters Score -9002949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9002949.000000 Penalty: 5547.445801
	Iteration 49F: 3 clusters Score -9002949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Entering Unmasked Estep 
Score: -21659434.000000 Penalty: 2981.829834
	Iteration 0F: 2 clusters Score -2.165943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -21549166.000000 Penalty: 5963.659668
	Iteration 0F: 3 clusters Score -2.154917e+07 nChanged 79664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -21595272.000000 Penalty: 5963.659668
	Iteration 1F: 3 clusters Score -2.159527e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -21596226.000000 Penalty: 5963.659668
	Iteration 2Q: 3 clusters Score -2.159623e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -21597196.000000 Penalty: 5963.659668
	Iteration 3Q: 3 clusters Score -2.15972e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -21598446.000000 Penalty: 5963.659668
	Iteration 4Q: 3 clusters Score -2.159845e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -21600730.000000 Penalty: 5963.659668
	Iteration 5Q: 3 clusters Score -2.160073e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -21604878.000000 Penalty: 5963.659668
	Iteration 6F: 3 clusters Score -2.160488e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -21612094.000000 Penalty: 5963.659668
	Iteration 7F: 3 clusters Score -2.161209e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -21623802.000000 Penalty: 5963.659668
	Iteration 8F: 3 clusters Score -2.16238e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -21638166.000000 Penalty: 5963.659668
	Iteration 9F: 3 clusters Score -2.163817e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158150 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -21649470.000000 Penalty: 5963.659668
	Iteration 10F: 3 clusters Score -2.164947e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163797 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -21654534.000000 Penalty: 5963.659668
	Iteration 11Q: 3 clusters Score -2.165453e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21656114.000000 Penalty: 5963.659668
	Iteration 12Q: 3 clusters Score -2.165611e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21656544.000000 Penalty: 5963.659668
	Iteration 13Q: 3 clusters Score -2.165654e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21656696.000000 Penalty: 5963.659668
	Iteration 14Q: 3 clusters Score -2.16567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21656780.000000 Penalty: 5963.659668
	Iteration 15Q: 3 clusters Score -2.165678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21656832.000000 Penalty: 5963.659668
	Iteration 16Q: 3 clusters Score -2.165683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21656874.000000 Penalty: 5963.659668
	Iteration 17Q: 3 clusters Score -2.165687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21656876.000000 Penalty: 5963.659668
	Iteration 18Q: 3 clusters Score -2.165688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21656896.000000 Penalty: 5963.659668
	Iteration 19Q: 3 clusters Score -2.16569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21656900.000000 Penalty: 5963.659668
	Iteration 20F: 3 clusters Score -2.16569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21656906.000000 Penalty: 5963.659668
	Iteration 21Q: 3 clusters Score -2.165691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21656908.000000 Penalty: 5963.659668
	Iteration 22Q: 3 clusters Score -2.165691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21656896.000000 Penalty: 5963.659668
	Iteration 23Q: 3 clusters Score -2.16569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21656908.000000 Penalty: 5963.659668
	Iteration 24Q: 3 clusters Score -2.165691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21656892.000000 Penalty: 5963.659668
	Iteration 25Q: 3 clusters Score -2.165689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21656896.000000 Penalty: 5963.659668
	Iteration 26Q: 3 clusters Score -2.16569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21656906.000000 Penalty: 5963.659668
	Iteration 27Q: 3 clusters Score -2.165691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21656906.000000 Penalty: 5963.659668
	Iteration 28F: 3 clusters Score -2.165691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1441881.750000 Penalty: 2322.422119
	Iteration 0F: 2 clusters Score -1441882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1433104.250000 Penalty: 4644.844238
	Iteration 0F: 3 clusters Score -1433104 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1435883.000000 Penalty: 4644.844238
	Iteration 1F: 3 clusters Score -1435883 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1436188.000000 Penalty: 4644.844238
	Iteration 2F: 3 clusters Score -1436188 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1436411.500000 Penalty: 4644.844238
	Iteration 3Q: 3 clusters Score -1436412 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1436574.500000 Penalty: 4644.844238
	Iteration 4Q: 3 clusters Score -1436574 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1436714.500000 Penalty: 4644.844238
	Iteration 5Q: 3 clusters Score -1436714 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1436850.500000 Penalty: 4644.844238
	Iteration 6Q: 3 clusters Score -1436850 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1436974.375000 Penalty: 4644.844238
	Iteration 7Q: 3 clusters Score -1436974 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1437114.375000 Penalty: 4644.844238
	Iteration 8Q: 3 clusters Score -1437114 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1437267.750000 Penalty: 4644.844238
	Iteration 9Q: 3 clusters Score -1437268 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1437442.125000 Penalty: 4644.844238
	Iteration 10Q: 3 clusters Score -1437442 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1437658.625000 Penalty: 4644.844238
	Iteration 11Q: 3 clusters Score -1437659 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1437934.875000 Penalty: 4644.844238
	Iteration 12Q: 3 clusters Score -1437935 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1438242.625000 Penalty: 4644.844238
	Iteration 13Q: 3 clusters Score -1438243 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1438567.000000 Penalty: 4644.844238
	Iteration 14Q: 3 clusters Score -1438567 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1438879.625000 Penalty: 4644.844238
	Iteration 15Q: 3 clusters Score -1438880 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1439219.625000 Penalty: 4644.844238
	Iteration 16Q: 3 clusters Score -1439220 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1439566.625000 Penalty: 4644.844238
	Iteration 17Q: 3 clusters Score -1439567 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1439842.000000 Penalty: 4644.844238
	Iteration 18Q: 3 clusters Score -1439842 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1440041.375000 Penalty: 4644.844238
	Iteration 19Q: 3 clusters Score -1440041 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1440189.375000 Penalty: 4644.844238
	Iteration 20F: 3 clusters Score -1440189 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1440293.250000 Penalty: 4644.844238
	Iteration 21Q: 3 clusters Score -1440293 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1440392.250000 Penalty: 4644.844238
	Iteration 22Q: 3 clusters Score -1440392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1440469.000000 Penalty: 4644.844238
	Iteration 23Q: 3 clusters Score -1440469 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1440538.750000 Penalty: 4644.844238
	Iteration 24Q: 3 clusters Score -1440539 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1440602.875000 Penalty: 4644.844238
	Iteration 25Q: 3 clusters Score -1440603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1440653.125000 Penalty: 4644.844238
	Iteration 26Q: 3 clusters Score -1440653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1440695.000000 Penalty: 4644.844238
	Iteration 27Q: 3 clusters Score -1440695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1440740.625000 Penalty: 4644.844238
	Iteration 28Q: 3 clusters Score -1440741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1440774.250000 Penalty: 4644.844238
	Iteration 29Q: 3 clusters Score -1440774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1440823.250000 Penalty: 4644.844238
	Iteration 30Q: 3 clusters Score -1440823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1440856.250000 Penalty: 4644.844238
	Iteration 31Q: 3 clusters Score -1440856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1440890.000000 Penalty: 4644.844238
	Iteration 32Q: 3 clusters Score -1440890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1440913.875000 Penalty: 4644.844238
	Iteration 33Q: 3 clusters Score -1440914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1440940.750000 Penalty: 4644.844238
	Iteration 34Q: 3 clusters Score -1440941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1440962.250000 Penalty: 4644.844238
	Iteration 35Q: 3 clusters Score -1440962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1440976.750000 Penalty: 4644.844238
	Iteration 36Q: 3 clusters Score -1440977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1440992.000000 Penalty: 4644.844238
	Iteration 37Q: 3 clusters Score -1440992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1441000.500000 Penalty: 4644.844238
	Iteration 38Q: 3 clusters Score -1441000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1441018.625000 Penalty: 4644.844238
	Iteration 39Q: 3 clusters Score -1441019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1441043.625000 Penalty: 4644.844238
	Iteration 40F: 3 clusters Score -1441044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1441085.500000 Penalty: 4644.844238
	Iteration 41Q: 3 clusters Score -1441086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1441117.750000 Penalty: 4644.844238
	Iteration 42Q: 3 clusters Score -1441118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1441130.125000 Penalty: 4644.844238
	Iteration 43Q: 3 clusters Score -1441130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1441143.875000 Penalty: 4644.844238
	Iteration 44Q: 3 clusters Score -1441144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1441146.375000 Penalty: 4644.844238
	Iteration 45Q: 3 clusters Score -1441146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1441157.375000 Penalty: 4644.844238
	Iteration 46Q: 3 clusters Score -1441157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1441159.875000 Penalty: 4644.844238
	Iteration 47Q: 3 clusters Score -1441160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1441164.250000 Penalty: 4644.844238
	Iteration 48Q: 3 clusters Score -1441164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1441165.000000 Penalty: 4644.844238
	Iteration 49Q: 3 clusters Score -1441165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1441168.750000 Penalty: 4644.844238
	Iteration 50Q: 3 clusters Score -1441169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1441171.500000 Penalty: 4644.844238
	Iteration 51Q: 3 clusters Score -1441172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1441168.625000 Penalty: 4644.844238
	Iteration 52Q: 3 clusters Score -1441169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1441169.750000 Penalty: 4644.844238
	Iteration 53Q: 3 clusters Score -1441170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1441170.875000 Penalty: 4644.844238
	Iteration 54Q: 3 clusters Score -1441171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1441172.875000 Penalty: 4644.844238
	Iteration 55Q: 3 clusters Score -1441173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1441172.875000 Penalty: 4644.844238
	Iteration 56F: 3 clusters Score -1441173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Entering Unmasked Estep 
Score: -1020638.562500 Penalty: 2240.540771
	Iteration 0F: 2 clusters Score -1020639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1014103.500000 Penalty: 4481.081543
	Iteration 0F: 3 clusters Score -1014104 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1016051.000000 Penalty: 4481.081543
	Iteration 1F: 3 clusters Score -1016051 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1016476.437500 Penalty: 4481.081543
	Iteration 2F: 3 clusters Score -1016476 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1016899.250000 Penalty: 4481.081543
	Iteration 3F: 3 clusters Score -1016899 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1017286.687500 Penalty: 4481.081543
	Iteration 4F: 3 clusters Score -1017287 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1017555.750000 Penalty: 4481.081543
	Iteration 5F: 3 clusters Score -1017556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1017732.312500 Penalty: 4481.081543
	Iteration 6Q: 3 clusters Score -1017732 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1017883.375000 Penalty: 4481.081543
	Iteration 7Q: 3 clusters Score -1017883 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1018032.937500 Penalty: 4481.081543
	Iteration 8Q: 3 clusters Score -1018033 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1018202.125000 Penalty: 4481.081543
	Iteration 9Q: 3 clusters Score -1018202 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1018374.125000 Penalty: 4481.081543
	Iteration 10Q: 3 clusters Score -1018374 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1018533.562500 Penalty: 4481.081543
	Iteration 11Q: 3 clusters Score -1018534 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1018675.062500 Penalty: 4481.081543
	Iteration 12Q: 3 clusters Score -1018675 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1018800.687500 Penalty: 4481.081543
	Iteration 13Q: 3 clusters Score -1018801 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1018917.500000 Penalty: 4481.081543
	Iteration 14Q: 3 clusters Score -1018918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1019038.500000 Penalty: 4481.081543
	Iteration 15Q: 3 clusters Score -1019038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1019147.062500 Penalty: 4481.081543
	Iteration 16Q: 3 clusters Score -1019147 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1019248.937500 Penalty: 4481.081543
	Iteration 17Q: 3 clusters Score -1019249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1019335.562500 Penalty: 4481.081543
	Iteration 18Q: 3 clusters Score -1019336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1019404.937500 Penalty: 4481.081543
	Iteration 19Q: 3 clusters Score -1019405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1019475.437500 Penalty: 4481.081543
	Iteration 20F: 3 clusters Score -1019475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1019527.250000 Penalty: 4481.081543
	Iteration 21Q: 3 clusters Score -1019527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1019566.125000 Penalty: 4481.081543
	Iteration 22Q: 3 clusters Score -1019566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1019604.250000 Penalty: 4481.081543
	Iteration 23Q: 3 clusters Score -1019604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1019623.500000 Penalty: 4481.081543
	Iteration 24Q: 3 clusters Score -1019624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1019648.250000 Penalty: 4481.081543
	Iteration 25Q: 3 clusters Score -1019648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1019665.312500 Penalty: 4481.081543
	Iteration 26Q: 3 clusters Score -1019665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1019677.375000 Penalty: 4481.081543
	Iteration 27Q: 3 clusters Score -1019677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1019685.687500 Penalty: 4481.081543
	Iteration 28Q: 3 clusters Score -1019686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1019690.500000 Penalty: 4481.081543
	Iteration 29Q: 3 clusters Score -1019690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1019696.062500 Penalty: 4481.081543
	Iteration 30Q: 3 clusters Score -1019696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1019699.500000 Penalty: 4481.081543
	Iteration 31Q: 3 clusters Score -1019700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1019703.125000 Penalty: 4481.081543
	Iteration 32Q: 3 clusters Score -1019703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1019703.187500 Penalty: 4481.081543
	Iteration 33Q: 3 clusters Score -1019703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1019704.562500 Penalty: 4481.081543
	Iteration 34Q: 3 clusters Score -1019705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1019704.562500 Penalty: 4481.081543
	Iteration 35F: 3 clusters Score -1019705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Entering Unmasked Estep 
Score: -20613064.000000 Penalty: 2969.932373
	Iteration 0F: 2 clusters Score -2.061306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -20508614.000000 Penalty: 5939.864746
	Iteration 0F: 3 clusters Score -2.050861e+07 nChanged 76025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -20551624.000000 Penalty: 5939.864746
	Iteration 1F: 3 clusters Score -2.055162e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -20552324.000000 Penalty: 5939.864746
	Iteration 2Q: 3 clusters Score -2.055232e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -20553332.000000 Penalty: 5939.864746
	Iteration 3Q: 3 clusters Score -2.055333e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -20554628.000000 Penalty: 5939.864746
	Iteration 4Q: 3 clusters Score -2.055463e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -20556536.000000 Penalty: 5939.864746
	Iteration 5Q: 3 clusters Score -2.055654e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -20560228.000000 Penalty: 5939.864746
	Iteration 6Q: 3 clusters Score -2.056023e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -20566660.000000 Penalty: 5939.864746
	Iteration 7F: 3 clusters Score -2.056666e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -20577432.000000 Penalty: 5939.864746
	Iteration 8F: 3 clusters Score -2.057743e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 138516 members 
Entering Unmasked Estep 
Score: -20591110.000000 Penalty: 5939.864746
	Iteration 9F: 3 clusters Score -2.059111e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -20602372.000000 Penalty: 5939.864746
	Iteration 10F: 3 clusters Score -2.060237e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -20607796.000000 Penalty: 5939.864746
	Iteration 11Q: 3 clusters Score -2.06078e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 157875 members 
Entering Unmasked Estep 
Score: -20609500.000000 Penalty: 5939.864746
	Iteration 12Q: 3 clusters Score -2.06095e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -20610100.000000 Penalty: 5939.864746
	Iteration 13Q: 3 clusters Score -2.06101e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -20610272.000000 Penalty: 5939.864746
	Iteration 14Q: 3 clusters Score -2.061027e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -20610358.000000 Penalty: 5939.864746
	Iteration 15Q: 3 clusters Score -2.061036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -20610406.000000 Penalty: 5939.864746
	Iteration 16Q: 3 clusters Score -2.061041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -20610420.000000 Penalty: 5939.864746
	Iteration 17Q: 3 clusters Score -2.061042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -20610420.000000 Penalty: 5939.864746
	Iteration 18Q: 3 clusters Score -2.061042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -20610422.000000 Penalty: 5939.864746
	Iteration 19Q: 3 clusters Score -2.061042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -20610430.000000 Penalty: 5939.864746
	Iteration 20F: 3 clusters Score -2.061043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -539705.187500 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -539705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -535650.750000 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -535650.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -536588.625000 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -536588.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -536820.187500 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -536820.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -536944.500000 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -536944.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -537011.000000 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -537011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -537067.875000 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -537067.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -537122.250000 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -537122.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -537173.937500 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -537173.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -537218.875000 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -537218.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -537262.562500 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -537262.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -537309.000000 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -537309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -537348.250000 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -537348.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -537388.250000 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -537388.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -537441.250000 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -537441.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -537490.750000 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -537490.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -537544.250000 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -537544.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -537605.000000 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -537605 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -537675.312500 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -537675.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -537734.687500 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -537734.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -537777.125000 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -537777.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -537826.187500 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -537826.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -537871.500000 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -537871.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -537919.000000 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -537919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -537961.687500 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -537961.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -537994.312500 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -537994.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -538017.750000 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -538017.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -538040.812500 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -538040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -538055.687500 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -538055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -538071.250000 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -538071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -538088.125000 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -538088.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -538106.062500 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -538106.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -538132.625000 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -538132.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -538154.125000 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -538154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -538170.687500 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -538170.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -538181.750000 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -538181.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -538191.000000 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -538191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -538194.562500 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -538194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -538196.875000 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -538196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -538196.937500 Penalty: 4149.027344
	Iteration 38Q: 3 clusters Score -538196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -538196.937500 Penalty: 4149.027344
	Iteration 39F: 3 clusters Score -538196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Entering Unmasked Estep 
Score: -19592148.000000 Penalty: 2960.345703
	Iteration 0F: 2 clusters Score -1.959215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -19490084.000000 Penalty: 5920.691406
	Iteration 0F: 3 clusters Score -1.949008e+07 nChanged 72780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -19532018.000000 Penalty: 5920.691406
	Iteration 1F: 3 clusters Score -1.953202e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -19532732.000000 Penalty: 5920.691406
	Iteration 2Q: 3 clusters Score -1.953273e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74073 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -19533524.000000 Penalty: 5920.691406
	Iteration 3Q: 3 clusters Score -1.953352e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -19534466.000000 Penalty: 5920.691406
	Iteration 4Q: 3 clusters Score -1.953447e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -19535806.000000 Penalty: 5920.691406
	Iteration 5Q: 3 clusters Score -1.953581e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -19537814.000000 Penalty: 5920.691406
	Iteration 6Q: 3 clusters Score -1.953781e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -19540780.000000 Penalty: 5920.691406
	Iteration 7Q: 3 clusters Score -1.954078e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -19545726.000000 Penalty: 5920.691406
	Iteration 8F: 3 clusters Score -1.954573e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -19553054.000000 Penalty: 5920.691406
	Iteration 9F: 3 clusters Score -1.955305e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -19560874.000000 Penalty: 5920.691406
	Iteration 10F: 3 clusters Score -1.956087e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -19567096.000000 Penalty: 5920.691406
	Iteration 11F: 3 clusters Score -1.95671e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -19570670.000000 Penalty: 5920.691406
	Iteration 12Q: 3 clusters Score -1.957067e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -19573256.000000 Penalty: 5920.691406
	Iteration 13Q: 3 clusters Score -1.957326e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 116892 members 
Entering Unmasked Estep 
Score: -19575868.000000 Penalty: 5920.691406
	Iteration 14Q: 3 clusters Score -1.957587e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -19578442.000000 Penalty: 5920.691406
	Iteration 15Q: 3 clusters Score -1.957844e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -19581284.000000 Penalty: 5920.691406
	Iteration 16Q: 3 clusters Score -1.958128e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -19583930.000000 Penalty: 5920.691406
	Iteration 17Q: 3 clusters Score -1.958393e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -19586226.000000 Penalty: 5920.691406
	Iteration 18Q: 3 clusters Score -1.958623e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 126602 members 
Entering Unmasked Estep 
Score: -19587950.000000 Penalty: 5920.691406
	Iteration 19Q: 3 clusters Score -1.958795e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -19588938.000000 Penalty: 5920.691406
	Iteration 20F: 3 clusters Score -1.958894e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 128576 members 
Entering Unmasked Estep 
Score: -19589684.000000 Penalty: 5920.691406
	Iteration 21Q: 3 clusters Score -1.958968e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -19590066.000000 Penalty: 5920.691406
	Iteration 22Q: 3 clusters Score -1.959007e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -19590316.000000 Penalty: 5920.691406
	Iteration 23Q: 3 clusters Score -1.959032e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -19590494.000000 Penalty: 5920.691406
	Iteration 24Q: 3 clusters Score -1.959049e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -19590624.000000 Penalty: 5920.691406
	Iteration 25Q: 3 clusters Score -1.959062e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -19590736.000000 Penalty: 5920.691406
	Iteration 26Q: 3 clusters Score -1.959074e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 131977 members 
Entering Unmasked Estep 
Score: -19590812.000000 Penalty: 5920.691406
	Iteration 27Q: 3 clusters Score -1.959081e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -19590816.000000 Penalty: 5920.691406
	Iteration 28Q: 3 clusters Score -1.959082e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 132828 members 
Entering Unmasked Estep 
Score: -19590840.000000 Penalty: 5920.691406
	Iteration 29Q: 3 clusters Score -1.959084e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 133197 members 
Entering Unmasked Estep 
Score: -19590866.000000 Penalty: 5920.691406
	Iteration 30Q: 3 clusters Score -1.959087e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -19590946.000000 Penalty: 5920.691406
	Iteration 31Q: 3 clusters Score -1.959095e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -19590980.000000 Penalty: 5920.691406
	Iteration 32Q: 3 clusters Score -1.959098e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 134124 members 
Entering Unmasked Estep 
Score: -19591010.000000 Penalty: 5920.691406
	Iteration 33Q: 3 clusters Score -1.959101e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -19591052.000000 Penalty: 5920.691406
	Iteration 34Q: 3 clusters Score -1.959105e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 134633 members 
Entering Unmasked Estep 
Score: -19591052.000000 Penalty: 5920.691406
	Iteration 35Q: 3 clusters Score -1.959105e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -19591070.000000 Penalty: 5920.691406
	Iteration 36Q: 3 clusters Score -1.959107e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -19591078.000000 Penalty: 5920.691406
	Iteration 37Q: 3 clusters Score -1.959108e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 135296 members 
Entering Unmasked Estep 
Score: -19591102.000000 Penalty: 5920.691406
	Iteration 38Q: 3 clusters Score -1.95911e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -19591100.000000 Penalty: 5920.691406
	Iteration 39Q: 3 clusters Score -1.95911e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 135727 members 
Entering Unmasked Estep 
Score: -19591128.000000 Penalty: 5920.691406
	Iteration 40F: 3 clusters Score -1.959113e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 135921 members 
Entering Unmasked Estep 
Score: -19591120.000000 Penalty: 5920.691406
	Iteration 41Q: 3 clusters Score -1.959112e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -19591168.000000 Penalty: 5920.691406
	Iteration 42Q: 3 clusters Score -1.959117e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 136336 members 
Entering Unmasked Estep 
Score: -19591166.000000 Penalty: 5920.691406
	Iteration 43Q: 3 clusters Score -1.959117e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -19591164.000000 Penalty: 5920.691406
	Iteration 44Q: 3 clusters Score -1.959116e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -19591194.000000 Penalty: 5920.691406
	Iteration 45Q: 3 clusters Score -1.959119e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -19591204.000000 Penalty: 5920.691406
	Iteration 46Q: 3 clusters Score -1.95912e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 137093 members 
Entering Unmasked Estep 
Score: -19591242.000000 Penalty: 5920.691406
	Iteration 47Q: 3 clusters Score -1.959124e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 137266 members 
Entering Unmasked Estep 
Score: -19591242.000000 Penalty: 5920.691406
	Iteration 48Q: 3 clusters Score -1.959124e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -19591280.000000 Penalty: 5920.691406
	Iteration 49Q: 3 clusters Score -1.959128e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -19591232.000000 Penalty: 5920.691406
	Iteration 50Q: 3 clusters Score -1.959123e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -19591248.000000 Penalty: 5920.691406
	Iteration 51Q: 3 clusters Score -1.959125e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 137879 members 
Entering Unmasked Estep 
Score: -19591264.000000 Penalty: 5920.691406
	Iteration 52Q: 3 clusters Score -1.959126e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 138033 members 
Entering Unmasked Estep 
Score: -19591282.000000 Penalty: 5920.691406
	Iteration 53Q: 3 clusters Score -1.959128e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 138188 members 
Entering Unmasked Estep 
Score: -19591280.000000 Penalty: 5920.691406
	Iteration 54Q: 3 clusters Score -1.959128e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 138329 members 
Entering Unmasked Estep 
Score: -19591280.000000 Penalty: 5920.691406
	Iteration 55Q: 3 clusters Score -1.959128e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -19591296.000000 Penalty: 5920.691406
	Iteration 56Q: 3 clusters Score -1.95913e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -19591300.000000 Penalty: 5920.691406
	Iteration 57Q: 3 clusters Score -1.95913e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -19591316.000000 Penalty: 5920.691406
	Iteration 58Q: 3 clusters Score -1.959132e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -19591332.000000 Penalty: 5920.691406
	Iteration 59Q: 3 clusters Score -1.959133e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -19591334.000000 Penalty: 5920.691406
	Iteration 60F: 3 clusters Score -1.959133e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -19591308.000000 Penalty: 5920.691406
	Iteration 61Q: 3 clusters Score -1.959131e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 139147 members 
Entering Unmasked Estep 
Score: -19591328.000000 Penalty: 5920.691406
	Iteration 62Q: 3 clusters Score -1.959133e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 139222 members 
Entering Unmasked Estep 
Score: -19591340.000000 Penalty: 5920.691406
	Iteration 63Q: 3 clusters Score -1.959134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 139290 members 
Entering Unmasked Estep 
Score: -19591342.000000 Penalty: 5920.691406
	Iteration 64Q: 3 clusters Score -1.959134e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 139350 members 
Entering Unmasked Estep 
Score: -19591314.000000 Penalty: 5920.691406
	Iteration 65Q: 3 clusters Score -1.959131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -19591318.000000 Penalty: 5920.691406
	Iteration 66Q: 3 clusters Score -1.959132e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -19591372.000000 Penalty: 5920.691406
	Iteration 67Q: 3 clusters Score -1.959137e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -19591372.000000 Penalty: 5920.691406
	Iteration 68Q: 3 clusters Score -1.959137e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -19591382.000000 Penalty: 5920.691406
	Iteration 69Q: 3 clusters Score -1.959138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 139644 members 
Entering Unmasked Estep 
Score: -19591392.000000 Penalty: 5920.691406
	Iteration 70Q: 3 clusters Score -1.959139e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -19591360.000000 Penalty: 5920.691406
	Iteration 71Q: 3 clusters Score -1.959136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 139752 members 
Entering Unmasked Estep 
Score: -19591380.000000 Penalty: 5920.691406
	Iteration 72Q: 3 clusters Score -1.959138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
Score: -19591370.000000 Penalty: 5920.691406
	Iteration 73Q: 3 clusters Score -1.959137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
Score: -19591354.000000 Penalty: 5920.691406
	Iteration 74Q: 3 clusters Score -1.959135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 139872 members 
Entering Unmasked Estep 
Score: -19591366.000000 Penalty: 5920.691406
	Iteration 75Q: 3 clusters Score -1.959137e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -19591350.000000 Penalty: 5920.691406
	Iteration 76Q: 3 clusters Score -1.959135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -19591390.000000 Penalty: 5920.691406
	Iteration 77Q: 3 clusters Score -1.959139e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 140020 members 
Entering Unmasked Estep 
Score: -19591398.000000 Penalty: 5920.691406
	Iteration 78Q: 3 clusters Score -1.95914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -19591386.000000 Penalty: 5920.691406
	Iteration 79Q: 3 clusters Score -1.959139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -19591384.000000 Penalty: 5920.691406
	Iteration 80F: 3 clusters Score -1.959138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 140165 members 
Entering Unmasked Estep 
Score: -19591386.000000 Penalty: 5920.691406
	Iteration 81Q: 3 clusters Score -1.959139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -19591384.000000 Penalty: 5920.691406
	Iteration 82Q: 3 clusters Score -1.959138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -19591360.000000 Penalty: 5920.691406
	Iteration 83Q: 3 clusters Score -1.959136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 140244 members 
Entering Unmasked Estep 
Score: -19591394.000000 Penalty: 5920.691406
	Iteration 84Q: 3 clusters Score -1.959139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -19591398.000000 Penalty: 5920.691406
	Iteration 85Q: 3 clusters Score -1.95914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 140274 members 
Entering Unmasked Estep 
Score: -19591390.000000 Penalty: 5920.691406
	Iteration 86Q: 3 clusters Score -1.959139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 140288 members 
Entering Unmasked Estep 
Score: -19591392.000000 Penalty: 5920.691406
	Iteration 87Q: 3 clusters Score -1.959139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 140296 members 
Entering Unmasked Estep 
Score: -19591396.000000 Penalty: 5920.691406
	Iteration 88Q: 3 clusters Score -1.95914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -19591394.000000 Penalty: 5920.691406
	Iteration 89Q: 3 clusters Score -1.959139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -19591398.000000 Penalty: 5920.691406
	Iteration 90Q: 3 clusters Score -1.95914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -19591398.000000 Penalty: 5920.691406
	Iteration 91F: 3 clusters Score -1.95914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (178150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Entering Unmasked Estep 
Score: -22934672.000000 Penalty: 2998.414551
	Iteration 0F: 2 clusters Score -2.293467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -22816290.000000 Penalty: 5996.829102
	Iteration 0F: 3 clusters Score -2.281629e+07 nChanged 85265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -22865956.000000 Penalty: 5996.829102
	Iteration 1F: 3 clusters Score -2.286596e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -22866938.000000 Penalty: 5996.829102
	Iteration 2Q: 3 clusters Score -2.286694e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -22867944.000000 Penalty: 5996.829102
	Iteration 3Q: 3 clusters Score -2.286794e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -22869216.000000 Penalty: 5996.829102
	Iteration 4Q: 3 clusters Score -2.286922e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -22870780.000000 Penalty: 5996.829102
	Iteration 5Q: 3 clusters Score -2.287078e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -22873142.000000 Penalty: 5996.829102
	Iteration 6Q: 3 clusters Score -2.287314e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -22876592.000000 Penalty: 5996.829102
	Iteration 7Q: 3 clusters Score -2.287659e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -22881644.000000 Penalty: 5996.829102
	Iteration 8F: 3 clusters Score -2.288164e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -22889020.000000 Penalty: 5996.829102
	Iteration 9F: 3 clusters Score -2.288902e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -22896928.000000 Penalty: 5996.829102
	Iteration 10F: 3 clusters Score -2.289693e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -22903246.000000 Penalty: 5996.829102
	Iteration 11F: 3 clusters Score -2.290325e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -22906772.000000 Penalty: 5996.829102
	Iteration 12Q: 3 clusters Score -2.290677e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -22908650.000000 Penalty: 5996.829102
	Iteration 13Q: 3 clusters Score -2.290865e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -22910086.000000 Penalty: 5996.829102
	Iteration 14Q: 3 clusters Score -2.291009e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -22911550.000000 Penalty: 5996.829102
	Iteration 15Q: 3 clusters Score -2.291155e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -22913428.000000 Penalty: 5996.829102
	Iteration 16Q: 3 clusters Score -2.291343e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -22915710.000000 Penalty: 5996.829102
	Iteration 17Q: 3 clusters Score -2.291571e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 141387 members 
Entering Unmasked Estep 
Score: -22918164.000000 Penalty: 5996.829102
	Iteration 18Q: 3 clusters Score -2.291816e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -22920680.000000 Penalty: 5996.829102
	Iteration 19Q: 3 clusters Score -2.292068e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 144987 members 
Entering Unmasked Estep 
Score: -22923330.000000 Penalty: 5996.829102
	Iteration 20F: 3 clusters Score -2.292333e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -22925848.000000 Penalty: 5996.829102
	Iteration 21Q: 3 clusters Score -2.292585e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -22928076.000000 Penalty: 5996.829102
	Iteration 22Q: 3 clusters Score -2.292808e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -22929734.000000 Penalty: 5996.829102
	Iteration 23Q: 3 clusters Score -2.292973e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 146978 members 
Entering Unmasked Estep 
Score: -22930820.000000 Penalty: 5996.829102
	Iteration 24Q: 3 clusters Score -2.293082e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -22931290.000000 Penalty: 5996.829102
	Iteration 25Q: 3 clusters Score -2.293129e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -22931658.000000 Penalty: 5996.829102
	Iteration 26Q: 3 clusters Score -2.293166e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 147525 members 
Entering Unmasked Estep 
Score: -22931782.000000 Penalty: 5996.829102
	Iteration 27Q: 3 clusters Score -2.293178e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 147748 members 
Entering Unmasked Estep 
Score: -22931906.000000 Penalty: 5996.829102
	Iteration 28Q: 3 clusters Score -2.293191e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -22932012.000000 Penalty: 5996.829102
	Iteration 29Q: 3 clusters Score -2.293201e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -22932036.000000 Penalty: 5996.829102
	Iteration 30Q: 3 clusters Score -2.293204e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -22932110.000000 Penalty: 5996.829102
	Iteration 31Q: 3 clusters Score -2.293211e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -22932096.000000 Penalty: 5996.829102
	Iteration 32Q: 3 clusters Score -2.29321e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -22932122.000000 Penalty: 5996.829102
	Iteration 33Q: 3 clusters Score -2.293212e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -22932144.000000 Penalty: 5996.829102
	Iteration 34Q: 3 clusters Score -2.293214e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 148999 members 
Entering Unmasked Estep 
Score: -22932196.000000 Penalty: 5996.829102
	Iteration 35Q: 3 clusters Score -2.29322e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 149109 members 
Entering Unmasked Estep 
Score: -22932198.000000 Penalty: 5996.829102
	Iteration 36Q: 3 clusters Score -2.29322e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -22932220.000000 Penalty: 5996.829102
	Iteration 37Q: 3 clusters Score -2.293222e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -22932184.000000 Penalty: 5996.829102
	Iteration 38Q: 3 clusters Score -2.293218e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -22932166.000000 Penalty: 5996.829102
	Iteration 39Q: 3 clusters Score -2.293217e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 149523 members 
Entering Unmasked Estep 
Score: -22932244.000000 Penalty: 5996.829102
	Iteration 40F: 3 clusters Score -2.293224e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -22932276.000000 Penalty: 5996.829102
	Iteration 41Q: 3 clusters Score -2.293228e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -22932306.000000 Penalty: 5996.829102
	Iteration 42Q: 3 clusters Score -2.293231e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 149814 members 
Entering Unmasked Estep 
Score: -22932290.000000 Penalty: 5996.829102
	Iteration 43Q: 3 clusters Score -2.293229e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -22932308.000000 Penalty: 5996.829102
	Iteration 44Q: 3 clusters Score -2.293231e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -22932352.000000 Penalty: 5996.829102
	Iteration 45Q: 3 clusters Score -2.293235e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 150159 members 
Entering Unmasked Estep 
Score: -22932364.000000 Penalty: 5996.829102
	Iteration 46Q: 3 clusters Score -2.293236e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 150276 members 
Entering Unmasked Estep 
Score: -22932350.000000 Penalty: 5996.829102
	Iteration 47Q: 3 clusters Score -2.293235e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -22932308.000000 Penalty: 5996.829102
	Iteration 48Q: 3 clusters Score -2.293231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -22932278.000000 Penalty: 5996.829102
	Iteration 49Q: 3 clusters Score -2.293228e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -22932294.000000 Penalty: 5996.829102
	Iteration 50Q: 3 clusters Score -2.293229e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 150705 members 
Entering Unmasked Estep 
Score: -22932334.000000 Penalty: 5996.829102
	Iteration 51Q: 3 clusters Score -2.293233e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 150811 members 
Entering Unmasked Estep 
Score: -22932348.000000 Penalty: 5996.829102
	Iteration 52Q: 3 clusters Score -2.293235e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -22932294.000000 Penalty: 5996.829102
	Iteration 53Q: 3 clusters Score -2.293229e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -22932266.000000 Penalty: 5996.829102
	Iteration 54Q: 3 clusters Score -2.293227e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 151156 members 
Entering Unmasked Estep 
Score: -22932280.000000 Penalty: 5996.829102
	Iteration 55Q: 3 clusters Score -2.293228e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -22932282.000000 Penalty: 5996.829102
	Iteration 56Q: 3 clusters Score -2.293228e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -22932264.000000 Penalty: 5996.829102
	Iteration 57Q: 3 clusters Score -2.293226e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -22932306.000000 Penalty: 5996.829102
	Iteration 58Q: 3 clusters Score -2.293231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -22932296.000000 Penalty: 5996.829102
	Iteration 59Q: 3 clusters Score -2.29323e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -22932310.000000 Penalty: 5996.829102
	Iteration 60F: 3 clusters Score -2.293231e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -22932360.000000 Penalty: 5996.829102
	Iteration 61Q: 3 clusters Score -2.293236e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 152039 members 
Entering Unmasked Estep 
Score: -22932356.000000 Penalty: 5996.829102
	Iteration 62Q: 3 clusters Score -2.293236e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -22932358.000000 Penalty: 5996.829102
	Iteration 63Q: 3 clusters Score -2.293236e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 152239 members 
Entering Unmasked Estep 
Score: -22932374.000000 Penalty: 5996.829102
	Iteration 64Q: 3 clusters Score -2.293237e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -22932370.000000 Penalty: 5996.829102
	Iteration 65Q: 3 clusters Score -2.293237e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -22932360.000000 Penalty: 5996.829102
	Iteration 66Q: 3 clusters Score -2.293236e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -22932354.000000 Penalty: 5996.829102
	Iteration 67Q: 3 clusters Score -2.293235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -22932352.000000 Penalty: 5996.829102
	Iteration 68Q: 3 clusters Score -2.293235e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 152642 members 
Entering Unmasked Estep 
Score: -22932364.000000 Penalty: 5996.829102
	Iteration 69Q: 3 clusters Score -2.293236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -22932350.000000 Penalty: 5996.829102
	Iteration 70Q: 3 clusters Score -2.293235e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -22932380.000000 Penalty: 5996.829102
	Iteration 71Q: 3 clusters Score -2.293238e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -22932384.000000 Penalty: 5996.829102
	Iteration 72Q: 3 clusters Score -2.293238e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 152916 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 73Q: 3 clusters Score -2.29324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -22932390.000000 Penalty: 5996.829102
	Iteration 74Q: 3 clusters Score -2.293239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -22932392.000000 Penalty: 5996.829102
	Iteration 75Q: 3 clusters Score -2.293239e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -22932378.000000 Penalty: 5996.829102
	Iteration 76Q: 3 clusters Score -2.293238e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -22932388.000000 Penalty: 5996.829102
	Iteration 77Q: 3 clusters Score -2.293239e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 153308 members 
Entering Unmasked Estep 
Score: -22932384.000000 Penalty: 5996.829102
	Iteration 78Q: 3 clusters Score -2.293238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -22932396.000000 Penalty: 5996.829102
	Iteration 79Q: 3 clusters Score -2.29324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -22932400.000000 Penalty: 5996.829102
	Iteration 80F: 3 clusters Score -2.29324e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -22932374.000000 Penalty: 5996.829102
	Iteration 81Q: 3 clusters Score -2.293237e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 153632 members 
Entering Unmasked Estep 
Score: -22932396.000000 Penalty: 5996.829102
	Iteration 82Q: 3 clusters Score -2.29324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -22932372.000000 Penalty: 5996.829102
	Iteration 83Q: 3 clusters Score -2.293237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -22932410.000000 Penalty: 5996.829102
	Iteration 84Q: 3 clusters Score -2.293241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -22932394.000000 Penalty: 5996.829102
	Iteration 85Q: 3 clusters Score -2.293239e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -22932398.000000 Penalty: 5996.829102
	Iteration 86Q: 3 clusters Score -2.29324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -22932414.000000 Penalty: 5996.829102
	Iteration 87Q: 3 clusters Score -2.293241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -22932396.000000 Penalty: 5996.829102
	Iteration 88Q: 3 clusters Score -2.29324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 153968 members 
Entering Unmasked Estep 
Score: -22932408.000000 Penalty: 5996.829102
	Iteration 89Q: 3 clusters Score -2.293241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 153996 members 
Entering Unmasked Estep 
Score: -22932398.000000 Penalty: 5996.829102
	Iteration 90Q: 3 clusters Score -2.29324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -22932420.000000 Penalty: 5996.829102
	Iteration 91Q: 3 clusters Score -2.293242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -22932406.000000 Penalty: 5996.829102
	Iteration 92Q: 3 clusters Score -2.293241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 154083 members 
Entering Unmasked Estep 
Score: -22932400.000000 Penalty: 5996.829102
	Iteration 93Q: 3 clusters Score -2.29324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 94Q: 3 clusters Score -2.29324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -22932384.000000 Penalty: 5996.829102
	Iteration 95Q: 3 clusters Score -2.293238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 154146 members 
Entering Unmasked Estep 
Score: -22932408.000000 Penalty: 5996.829102
	Iteration 96Q: 3 clusters Score -2.293241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -22932394.000000 Penalty: 5996.829102
	Iteration 97Q: 3 clusters Score -2.293239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 154182 members 
Entering Unmasked Estep 
Score: -22932366.000000 Penalty: 5996.829102
	Iteration 98Q: 3 clusters Score -2.293237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 154200 members 
Entering Unmasked Estep 
Score: -22932392.000000 Penalty: 5996.829102
	Iteration 99Q: 3 clusters Score -2.293239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 154226 members 
Entering Unmasked Estep 
Score: -22932398.000000 Penalty: 5996.829102
	Iteration 100F: 3 clusters Score -2.29324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 154249 members 
Entering Unmasked Estep 
Score: -22932390.000000 Penalty: 5996.829102
	Iteration 101Q: 3 clusters Score -2.293239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -22932408.000000 Penalty: 5996.829102
	Iteration 102Q: 3 clusters Score -2.293241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -22932424.000000 Penalty: 5996.829102
	Iteration 103Q: 3 clusters Score -2.293242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -22932422.000000 Penalty: 5996.829102
	Iteration 104Q: 3 clusters Score -2.293242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -22932432.000000 Penalty: 5996.829102
	Iteration 105Q: 3 clusters Score -2.293243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -22932416.000000 Penalty: 5996.829102
	Iteration 106Q: 3 clusters Score -2.293242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 154414 members 
Entering Unmasked Estep 
Score: -22932416.000000 Penalty: 5996.829102
	Iteration 107Q: 3 clusters Score -2.293242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -22932430.000000 Penalty: 5996.829102
	Iteration 108Q: 3 clusters Score -2.293243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -22932428.000000 Penalty: 5996.829102
	Iteration 109Q: 3 clusters Score -2.293243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -22932420.000000 Penalty: 5996.829102
	Iteration 110Q: 3 clusters Score -2.293242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -22932404.000000 Penalty: 5996.829102
	Iteration 111Q: 3 clusters Score -2.29324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -22932378.000000 Penalty: 5996.829102
	Iteration 112Q: 3 clusters Score -2.293238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -22932380.000000 Penalty: 5996.829102
	Iteration 113Q: 3 clusters Score -2.293238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -22932368.000000 Penalty: 5996.829102
	Iteration 114Q: 3 clusters Score -2.293237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -22932386.000000 Penalty: 5996.829102
	Iteration 115Q: 3 clusters Score -2.293239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 154713 members 
Entering Unmasked Estep 
Score: -22932386.000000 Penalty: 5996.829102
	Iteration 116Q: 3 clusters Score -2.293239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -22932392.000000 Penalty: 5996.829102
	Iteration 117Q: 3 clusters Score -2.293239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -22932376.000000 Penalty: 5996.829102
	Iteration 118Q: 3 clusters Score -2.293238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -22932388.000000 Penalty: 5996.829102
	Iteration 119Q: 3 clusters Score -2.293239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -22932410.000000 Penalty: 5996.829102
	Iteration 120F: 3 clusters Score -2.293241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -22932398.000000 Penalty: 5996.829102
	Iteration 121Q: 3 clusters Score -2.29324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -22932408.000000 Penalty: 5996.829102
	Iteration 122Q: 3 clusters Score -2.293241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 123Q: 3 clusters Score -2.29324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 124Q: 3 clusters Score -2.29324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 125Q: 3 clusters Score -2.29324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -22932406.000000 Penalty: 5996.829102
	Iteration 126Q: 3 clusters Score -2.293241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -22932404.000000 Penalty: 5996.829102
	Iteration 127Q: 3 clusters Score -2.29324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -22932412.000000 Penalty: 5996.829102
	Iteration 128Q: 3 clusters Score -2.293241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -22932410.000000 Penalty: 5996.829102
	Iteration 129Q: 3 clusters Score -2.293241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -22932430.000000 Penalty: 5996.829102
	Iteration 130Q: 3 clusters Score -2.293243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -22932422.000000 Penalty: 5996.829102
	Iteration 131Q: 3 clusters Score -2.293242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -22932400.000000 Penalty: 5996.829102
	Iteration 132Q: 3 clusters Score -2.29324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -22932404.000000 Penalty: 5996.829102
	Iteration 133Q: 3 clusters Score -2.29324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -22932390.000000 Penalty: 5996.829102
	Iteration 134Q: 3 clusters Score -2.293239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -22932412.000000 Penalty: 5996.829102
	Iteration 135Q: 3 clusters Score -2.293241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -22932434.000000 Penalty: 5996.829102
	Iteration 136Q: 3 clusters Score -2.293243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -22932412.000000 Penalty: 5996.829102
	Iteration 137Q: 3 clusters Score -2.293241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 155297 members 
Entering Unmasked Estep 
Score: -22932402.000000 Penalty: 5996.829102
	Iteration 138Q: 3 clusters Score -2.29324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -22932422.000000 Penalty: 5996.829102
	Iteration 139Q: 3 clusters Score -2.293242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -22932430.000000 Penalty: 5996.829102
	Iteration 140F: 3 clusters Score -2.293243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -22932432.000000 Penalty: 5996.829102
	Iteration 141Q: 3 clusters Score -2.293243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -22932432.000000 Penalty: 5996.829102
	Iteration 142Q: 3 clusters Score -2.293243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -22932456.000000 Penalty: 5996.829102
	Iteration 143Q: 3 clusters Score -2.293246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -22932436.000000 Penalty: 5996.829102
	Iteration 144Q: 3 clusters Score -2.293244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -22932450.000000 Penalty: 5996.829102
	Iteration 145Q: 3 clusters Score -2.293245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 5996.829102
	Iteration 146Q: 3 clusters Score -2.293246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 5996.829102
	Iteration 147Q: 3 clusters Score -2.293246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 5996.829102
	Iteration 148Q: 3 clusters Score -2.293246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -22932448.000000 Penalty: 5996.829102
	Iteration 149Q: 3 clusters Score -2.293245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -22932438.000000 Penalty: 5996.829102
	Iteration 150Q: 3 clusters Score -2.293244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -22932446.000000 Penalty: 5996.829102
	Iteration 151Q: 3 clusters Score -2.293245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -22932448.000000 Penalty: 5996.829102
	Iteration 152Q: 3 clusters Score -2.293245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -22932442.000000 Penalty: 5996.829102
	Iteration 153Q: 3 clusters Score -2.293244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -22932464.000000 Penalty: 5996.829102
	Iteration 154Q: 3 clusters Score -2.293246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -22932454.000000 Penalty: 5996.829102
	Iteration 155Q: 3 clusters Score -2.293245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -22932468.000000 Penalty: 5996.829102
	Iteration 156Q: 3 clusters Score -2.293247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
Score: -22932478.000000 Penalty: 5996.829102
	Iteration 157Q: 3 clusters Score -2.293248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -22932472.000000 Penalty: 5996.829102
	Iteration 158Q: 3 clusters Score -2.293247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 155588 members 
Entering Unmasked Estep 
Score: -22932490.000000 Penalty: 5996.829102
	Iteration 159Q: 3 clusters Score -2.293249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -22932494.000000 Penalty: 5996.829102
	Iteration 160F: 3 clusters Score -2.293249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -22932488.000000 Penalty: 5996.829102
	Iteration 161Q: 3 clusters Score -2.293249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -22932488.000000 Penalty: 5996.829102
	Iteration 162Q: 3 clusters Score -2.293249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -22932486.000000 Penalty: 5996.829102
	Iteration 163Q: 3 clusters Score -2.293249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -22932486.000000 Penalty: 5996.829102
	Iteration 164F: 3 clusters Score -2.293249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 58094 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181801 members 
Mstep: Class 6 contains 195586 members 
Mstep: Class 7 contains 39279 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 10 contains 20208 members 
Mstep: Class 11 contains 16516 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71996 members 
Mstep: Class 17 contains 166626 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158821 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152799 members 
Mstep: Class 23 contains 178150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461472.000000 Penalty: 80372.445312
Iteration 319Q: 24 clusters Score -1.664615e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 58161 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181791 members 
Mstep: Class 6 contains 195582 members 
Mstep: Class 7 contains 39275 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12664 members 
Mstep: Class 10 contains 20207 members 
Mstep: Class 11 contains 16509 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30919 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71995 members 
Mstep: Class 17 contains 166620 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158818 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152763 members 
Mstep: Class 23 contains 178125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 320F: 24 clusters Score -1.664613e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 58228 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181799 members 
Mstep: Class 6 contains 195564 members 
Mstep: Class 7 contains 39273 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12658 members 
Mstep: Class 10 contains 20203 members 
Mstep: Class 11 contains 16495 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30961 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71994 members 
Mstep: Class 17 contains 166615 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 158822 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152720 members 
Mstep: Class 23 contains 178092 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 24 clusters Score -1.664612e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 58282 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181852 members 
Mstep: Class 6 contains 195536 members 
Mstep: Class 7 contains 39269 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16487 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 30990 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71987 members 
Mstep: Class 17 contains 166606 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 158823 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152667 members 
Mstep: Class 23 contains 178076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 322Q: 24 clusters Score -1.664614e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 58343 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181878 members 
Mstep: Class 6 contains 195533 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16477 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71986 members 
Mstep: Class 17 contains 166625 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 20 contains 158814 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152608 members 
Mstep: Class 23 contains 178046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 24 clusters Score -1.664614e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 58406 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181909 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12623 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16469 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31036 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71984 members 
Mstep: Class 17 contains 166636 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 158804 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152549 members 
Mstep: Class 23 contains 178030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 24 clusters Score -1.664613e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 58466 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181953 members 
Mstep: Class 6 contains 195526 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12610 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16465 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71982 members 
Mstep: Class 17 contains 166633 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 158798 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152482 members 
Mstep: Class 23 contains 178014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 24 clusters Score -1.664613e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 58516 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 181991 members 
Mstep: Class 6 contains 195531 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12603 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16454 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31060 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71977 members 
Mstep: Class 17 contains 166639 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 158791 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152418 members 
Mstep: Class 23 contains 178001 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 24 clusters Score -1.664613e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 58561 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182007 members 
Mstep: Class 6 contains 195543 members 
Mstep: Class 7 contains 39254 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12598 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 16448 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31073 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71976 members 
Mstep: Class 17 contains 166656 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 8374 members 
Mstep: Class 20 contains 158787 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152368 members 
Mstep: Class 23 contains 177967 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 24 clusters Score -1.664614e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 58607 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182015 members 
Mstep: Class 6 contains 195545 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12587 members 
Mstep: Class 10 contains 20201 members 
Mstep: Class 11 contains 16440 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31086 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71977 members 
Mstep: Class 17 contains 166663 members 
Mstep: Class 18 contains 11661 members 
Mstep: Class 19 contains 8371 members 
Mstep: Class 20 contains 158787 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152329 members 
Mstep: Class 23 contains 177951 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 24 clusters Score -1.664615e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 58646 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182018 members 
Mstep: Class 6 contains 195527 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12580 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 16422 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31097 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71971 members 
Mstep: Class 17 contains 166676 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 8370 members 
Mstep: Class 20 contains 158783 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152304 members 
Mstep: Class 23 contains 177958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 24 clusters Score -1.664613e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 58702 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182018 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 16412 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71966 members 
Mstep: Class 17 contains 166682 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 8367 members 
Mstep: Class 20 contains 158771 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152266 members 
Mstep: Class 23 contains 177956 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 24 clusters Score -1.664613e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3909 members 
Mstep: Class 3 contains 58750 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182010 members 
Mstep: Class 6 contains 195533 members 
Mstep: Class 7 contains 39261 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12571 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31110 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71960 members 
Mstep: Class 17 contains 166693 members 
Mstep: Class 18 contains 11663 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 158761 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152238 members 
Mstep: Class 23 contains 177951 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 24 clusters Score -1.664613e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 58793 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182005 members 
Mstep: Class 6 contains 195576 members 
Mstep: Class 7 contains 39263 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12568 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 16392 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31114 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71954 members 
Mstep: Class 17 contains 166692 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 158760 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152193 members 
Mstep: Class 23 contains 177928 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 24 clusters Score -1.664614e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 58833 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182014 members 
Mstep: Class 6 contains 195621 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12563 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71949 members 
Mstep: Class 17 contains 166678 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 158766 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152137 members 
Mstep: Class 23 contains 177918 members 
Entering Unmasked Estep 
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Iteration 333Q: 24 clusters Score -1.664612e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 58871 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182020 members 
Mstep: Class 6 contains 195654 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 20199 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71944 members 
Mstep: Class 17 contains 166669 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 158762 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152102 members 
Mstep: Class 23 contains 177903 members 
Entering Unmasked Estep 
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Iteration 334Q: 24 clusters Score -1.664613e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 58924 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182028 members 
Mstep: Class 6 contains 195677 members 
Mstep: Class 7 contains 39259 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 20198 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31118 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71934 members 
Mstep: Class 17 contains 166651 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 158761 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152067 members 
Mstep: Class 23 contains 177901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 335Q: 24 clusters Score -1.664615e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 58969 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182049 members 
Mstep: Class 6 contains 195663 members 
Mstep: Class 7 contains 39260 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 20198 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31122 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71927 members 
Mstep: Class 17 contains 166645 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 152021 members 
Mstep: Class 23 contains 177918 members 
Entering Unmasked Estep 
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Iteration 336Q: 24 clusters Score -1.664614e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 59006 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182100 members 
Mstep: Class 6 contains 195639 members 
Mstep: Class 7 contains 39260 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 20199 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31121 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71923 members 
Mstep: Class 17 contains 166637 members 
Mstep: Class 18 contains 11658 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 151965 members 
Mstep: Class 23 contains 177938 members 
Entering Unmasked Estep 
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Iteration 337Q: 24 clusters Score -1.664614e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 59048 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182139 members 
Mstep: Class 6 contains 195652 members 
Mstep: Class 7 contains 39259 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12533 members 
Mstep: Class 10 contains 20199 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31121 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71915 members 
Mstep: Class 17 contains 166620 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 151915 members 
Mstep: Class 23 contains 177934 members 
Entering Unmasked Estep 
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Iteration 338Q: 24 clusters Score -1.664614e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 59085 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182157 members 
Mstep: Class 6 contains 195665 members 
Mstep: Class 7 contains 39259 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 20199 members 
Mstep: Class 11 contains 16361 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31127 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71910 members 
Mstep: Class 17 contains 166614 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 151855 members 
Mstep: Class 23 contains 177943 members 
Entering Unmasked Estep 
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Iteration 339Q: 24 clusters Score -1.664614e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 59112 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182208 members 
Mstep: Class 6 contains 195661 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 10 contains 20199 members 
Mstep: Class 11 contains 16360 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31131 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71908 members 
Mstep: Class 17 contains 166602 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158752 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 151792 members 
Mstep: Class 23 contains 177957 members 
Entering Unmasked Estep 
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Iteration 340F: 24 clusters Score -1.664614e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 59142 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182252 members 
Mstep: Class 6 contains 195638 members 
Mstep: Class 7 contains 39254 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 10 contains 20198 members 
Mstep: Class 11 contains 16360 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31138 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71905 members 
Mstep: Class 17 contains 166595 members 
Mstep: Class 18 contains 11644 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158752 members 
Mstep: Class 21 contains 4294 members 
Mstep: Class 22 contains 151745 members 
Mstep: Class 23 contains 177970 members 
Entering Unmasked Estep 
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Iteration 341Q: 24 clusters Score -1.664614e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59178 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182266 members 
Mstep: Class 6 contains 195628 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 10 contains 20195 members 
Mstep: Class 11 contains 16357 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31149 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71894 members 
Mstep: Class 17 contains 166592 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 158750 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151712 members 
Mstep: Class 23 contains 177976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 342Q: 24 clusters Score -1.664614e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59212 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182308 members 
Mstep: Class 6 contains 195613 members 
Mstep: Class 7 contains 39254 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 20193 members 
Mstep: Class 11 contains 16350 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31156 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71881 members 
Mstep: Class 17 contains 166587 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 158750 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151668 members 
Mstep: Class 23 contains 177984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 343Q: 24 clusters Score -1.664613e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59232 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182342 members 
Mstep: Class 6 contains 195609 members 
Mstep: Class 7 contains 39253 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12505 members 
Mstep: Class 10 contains 20188 members 
Mstep: Class 11 contains 16345 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31159 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71879 members 
Mstep: Class 17 contains 166586 members 
Mstep: Class 18 contains 11640 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 158752 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151636 members 
Mstep: Class 23 contains 177980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461296.000000 Penalty: 80372.445312
Iteration 344Q: 24 clusters Score -1.664613e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59259 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182368 members 
Mstep: Class 6 contains 195603 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 10 contains 20182 members 
Mstep: Class 11 contains 16339 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31166 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71880 members 
Mstep: Class 17 contains 166591 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 8357 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151586 members 
Mstep: Class 23 contains 177983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461328.000000 Penalty: 80372.445312
Iteration 345Q: 24 clusters Score -1.664613e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59286 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182389 members 
Mstep: Class 6 contains 195598 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 10 contains 20177 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31177 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71885 members 
Mstep: Class 17 contains 166593 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151544 members 
Mstep: Class 23 contains 177973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461360.000000 Penalty: 80372.445312
Iteration 346Q: 24 clusters Score -1.664614e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59310 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182417 members 
Mstep: Class 6 contains 195583 members 
Mstep: Class 7 contains 39258 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 10 contains 20177 members 
Mstep: Class 11 contains 16326 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31191 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71890 members 
Mstep: Class 17 contains 166599 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 158750 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151504 members 
Mstep: Class 23 contains 177965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461312.000000 Penalty: 80372.445312
Iteration 347Q: 24 clusters Score -1.664613e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 59343 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182418 members 
Mstep: Class 6 contains 195577 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12501 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16320 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31210 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71889 members 
Mstep: Class 17 contains 166598 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 20 contains 158743 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151485 members 
Mstep: Class 23 contains 177958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 348Q: 24 clusters Score -1.664613e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 59381 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182413 members 
Mstep: Class 6 contains 195574 members 
Mstep: Class 7 contains 39251 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16318 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71882 members 
Mstep: Class 17 contains 166599 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 158738 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151463 members 
Mstep: Class 23 contains 177953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461440.000000 Penalty: 80372.445312
Iteration 349Q: 24 clusters Score -1.664614e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 59414 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182395 members 
Mstep: Class 6 contains 195582 members 
Mstep: Class 7 contains 39249 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31240 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71871 members 
Mstep: Class 17 contains 166604 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 158735 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151454 members 
Mstep: Class 23 contains 177940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461248.000000 Penalty: 80372.445312
Iteration 350Q: 24 clusters Score -1.664612e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 59452 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182394 members 
Mstep: Class 6 contains 195589 members 
Mstep: Class 7 contains 39247 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12493 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31245 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71868 members 
Mstep: Class 17 contains 166596 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 158727 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151441 members 
Mstep: Class 23 contains 177929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461280.000000 Penalty: 80372.445312
Iteration 351Q: 24 clusters Score -1.664613e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 59492 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182384 members 
Mstep: Class 6 contains 195592 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12488 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31247 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71865 members 
Mstep: Class 17 contains 166587 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 158727 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151423 members 
Mstep: Class 23 contains 177930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461248.000000 Penalty: 80372.445312
Iteration 352Q: 24 clusters Score -1.664612e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 59527 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182377 members 
Mstep: Class 6 contains 195591 members 
Mstep: Class 7 contains 39252 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12486 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71861 members 
Mstep: Class 17 contains 166587 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 158726 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151396 members 
Mstep: Class 23 contains 177930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461264.000000 Penalty: 80372.445312
Iteration 353Q: 24 clusters Score -1.664613e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 59581 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182364 members 
Mstep: Class 6 contains 195574 members 
Mstep: Class 7 contains 39247 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12483 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71854 members 
Mstep: Class 17 contains 166588 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 158719 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151381 members 
Mstep: Class 23 contains 177940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461184.000000 Penalty: 80372.445312
Iteration 354Q: 24 clusters Score -1.664612e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 59625 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182340 members 
Mstep: Class 6 contains 195564 members 
Mstep: Class 7 contains 39245 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71847 members 
Mstep: Class 17 contains 166589 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158718 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151376 members 
Mstep: Class 23 contains 177950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461232.000000 Penalty: 80372.445312
Iteration 355Q: 24 clusters Score -1.664612e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 59671 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182308 members 
Mstep: Class 6 contains 195566 members 
Mstep: Class 7 contains 39241 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12477 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31251 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71842 members 
Mstep: Class 17 contains 166603 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158714 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151363 members 
Mstep: Class 23 contains 177951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461136.000000 Penalty: 80372.445312
Iteration 356Q: 24 clusters Score -1.664611e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182277 members 
Mstep: Class 6 contains 195562 members 
Mstep: Class 7 contains 39242 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12476 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71835 members 
Mstep: Class 17 contains 166603 members 
Mstep: Class 18 contains 11640 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158712 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151357 members 
Mstep: Class 23 contains 177954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461168.000000 Penalty: 80372.445312
Iteration 357Q: 24 clusters Score -1.664612e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 59760 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182268 members 
Mstep: Class 6 contains 195539 members 
Mstep: Class 7 contains 39242 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20177 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31255 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71829 members 
Mstep: Class 17 contains 166609 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158706 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151347 members 
Mstep: Class 23 contains 177962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461056.000000 Penalty: 80372.445312
Iteration 358Q: 24 clusters Score -1.664611e+08 nChanged 147
Entering ConstructFrom: 
Score: -166461056.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89440.992188 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89440.99 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89692.210938 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89692.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89794.382812 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89794.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89904.695312 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -89904.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89986.820312 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -89986.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90048.226562 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -90048.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90100.218750 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -90100.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90155.328125 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -90155.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90219.914062 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -90219.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90306.921875 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -90306.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90387.609375 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -90387.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90517.054688 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -90517.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90698.343750 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -90698.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91085.671875 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -91085.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91407.937500 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -91407.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91483.554688 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -91483.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91570.382812 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -91570.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91653.804688 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -91653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91711.695312 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -91711.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91760.351562 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -91760.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91822.437500 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -91822.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91871.875000 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -91871.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91887.328125 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -91887.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91887.328125 Penalty: 3321.116211
	Iteration 23F: 3 clusters Score -91887.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31257 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151344 members 
Mstep: Class 23 contains 177965 members 
Mstep: Class 24 contains 533 members 
Entering Unmasked Estep 
Score: -166459824.000000 Penalty: 83866.898438
Splitting cluster 1 changes total score from -166461056.000000 to -166459824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Entering Unmasked Estep 
Score: -491476.437500 Penalty: 2051.787354
	Iteration 0F: 2 clusters Score -491476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -487665.750000 Penalty: 4103.574707
	Iteration 0F: 3 clusters Score -487665.8 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -488527.843750 Penalty: 4103.574707
	Iteration 1F: 3 clusters Score -488527.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -488828.343750 Penalty: 4103.574707
	Iteration 2F: 3 clusters Score -488828.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -489170.218750 Penalty: 4103.574707
	Iteration 3F: 3 clusters Score -489170.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -489450.250000 Penalty: 4103.574707
	Iteration 4F: 3 clusters Score -489450.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -489654.250000 Penalty: 4103.574707
	Iteration 5F: 3 clusters Score -489654.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -489854.812500 Penalty: 4103.574707
	Iteration 6Q: 3 clusters Score -489854.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -490023.687500 Penalty: 4103.574707
	Iteration 7Q: 3 clusters Score -490023.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -490170.843750 Penalty: 4103.574707
	Iteration 8Q: 3 clusters Score -490170.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -490314.437500 Penalty: 4103.574707
	Iteration 9Q: 3 clusters Score -490314.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -490441.062500 Penalty: 4103.574707
	Iteration 10Q: 3 clusters Score -490441.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -490533.937500 Penalty: 4103.574707
	Iteration 11Q: 3 clusters Score -490533.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -490613.812500 Penalty: 4103.574707
	Iteration 12Q: 3 clusters Score -490613.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -490661.437500 Penalty: 4103.574707
	Iteration 13Q: 3 clusters Score -490661.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -490706.000000 Penalty: 4103.574707
	Iteration 14Q: 3 clusters Score -490706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -490733.500000 Penalty: 4103.574707
	Iteration 15Q: 3 clusters Score -490733.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -490752.468750 Penalty: 4103.574707
	Iteration 16Q: 3 clusters Score -490752.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -490761.812500 Penalty: 4103.574707
	Iteration 17Q: 3 clusters Score -490761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -490767.718750 Penalty: 4103.574707
	Iteration 18Q: 3 clusters Score -490767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -490771.375000 Penalty: 4103.574707
	Iteration 19Q: 3 clusters Score -490771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -490774.531250 Penalty: 4103.574707
	Iteration 20F: 3 clusters Score -490774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -490776.187500 Penalty: 4103.574707
	Iteration 21Q: 3 clusters Score -490776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -490777.812500 Penalty: 4103.574707
	Iteration 22Q: 3 clusters Score -490777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -490778.437500 Penalty: 4103.574707
	Iteration 23Q: 3 clusters Score -490778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -490778.812500 Penalty: 4103.574707
	Iteration 24Q: 3 clusters Score -490778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -490778.343750 Penalty: 4103.574707
	Iteration 25Q: 3 clusters Score -490778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -490778.343750 Penalty: 4103.574707
	Iteration 26F: 3 clusters Score -490778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Entering Unmasked Estep 
Score: -7773008.000000 Penalty: 2727.709229
	Iteration 0F: 2 clusters Score -7773008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -7733001.000000 Penalty: 5455.418457
	Iteration 0F: 3 clusters Score -7733001 nChanged 27795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7748410.500000 Penalty: 5455.418457
	Iteration 1F: 3 clusters Score -7748410 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -7749080.000000 Penalty: 5455.418457
	Iteration 2Q: 3 clusters Score -7749080 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -7749873.000000 Penalty: 5455.418457
	Iteration 3Q: 3 clusters Score -7749873 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -7751185.500000 Penalty: 5455.418457
	Iteration 4Q: 3 clusters Score -7751186 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -7752920.000000 Penalty: 5455.418457
	Iteration 5F: 3 clusters Score -7752920 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -7755378.000000 Penalty: 5455.418457
	Iteration 6F: 3 clusters Score -7755378 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7759053.500000 Penalty: 5455.418457
	Iteration 7F: 3 clusters Score -7759054 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7763479.000000 Penalty: 5455.418457
	Iteration 8F: 3 clusters Score -7763479 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -7766770.000000 Penalty: 5455.418457
	Iteration 9F: 3 clusters Score -7766770 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7768052.500000 Penalty: 5455.418457
	Iteration 10Q: 3 clusters Score -7768052 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -7768567.000000 Penalty: 5455.418457
	Iteration 11Q: 3 clusters Score -7768567 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -7768843.000000 Penalty: 5455.418457
	Iteration 12Q: 3 clusters Score -7768843 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -7769035.500000 Penalty: 5455.418457
	Iteration 13Q: 3 clusters Score -7769036 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -7769168.500000 Penalty: 5455.418457
	Iteration 14Q: 3 clusters Score -7769168 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -7769279.000000 Penalty: 5455.418457
	Iteration 15Q: 3 clusters Score -7769279 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -7769420.000000 Penalty: 5455.418457
	Iteration 16Q: 3 clusters Score -7769420 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -7769512.000000 Penalty: 5455.418457
	Iteration 17Q: 3 clusters Score -7769512 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -7769649.500000 Penalty: 5455.418457
	Iteration 18Q: 3 clusters Score -7769650 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -7769733.500000 Penalty: 5455.418457
	Iteration 19Q: 3 clusters Score -7769734 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -7769803.500000 Penalty: 5455.418457
	Iteration 20F: 3 clusters Score -7769804 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -7769882.000000 Penalty: 5455.418457
	Iteration 21Q: 3 clusters Score -7769882 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -7769948.500000 Penalty: 5455.418457
	Iteration 22Q: 3 clusters Score -7769948 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -7770017.500000 Penalty: 5455.418457
	Iteration 23Q: 3 clusters Score -7770018 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -7770092.500000 Penalty: 5455.418457
	Iteration 24Q: 3 clusters Score -7770092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -7770180.500000 Penalty: 5455.418457
	Iteration 25Q: 3 clusters Score -7770180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -7770273.000000 Penalty: 5455.418457
	Iteration 26Q: 3 clusters Score -7770273 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7770343.000000 Penalty: 5455.418457
	Iteration 27Q: 3 clusters Score -7770343 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7770419.500000 Penalty: 5455.418457
	Iteration 28Q: 3 clusters Score -7770420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -7770443.500000 Penalty: 5455.418457
	Iteration 29Q: 3 clusters Score -7770444 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -7770494.500000 Penalty: 5455.418457
	Iteration 30Q: 3 clusters Score -7770494 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -7770562.500000 Penalty: 5455.418457
	Iteration 31Q: 3 clusters Score -7770562 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -7770593.500000 Penalty: 5455.418457
	Iteration 32Q: 3 clusters Score -7770594 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -7770605.500000 Penalty: 5455.418457
	Iteration 33Q: 3 clusters Score -7770606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -7770607.000000 Penalty: 5455.418457
	Iteration 34Q: 3 clusters Score -7770607 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -7770647.000000 Penalty: 5455.418457
	Iteration 35Q: 3 clusters Score -7770647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7770670.000000 Penalty: 5455.418457
	Iteration 36Q: 3 clusters Score -7770670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -7770691.500000 Penalty: 5455.418457
	Iteration 37Q: 3 clusters Score -7770692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -7770704.500000 Penalty: 5455.418457
	Iteration 38Q: 3 clusters Score -7770704 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -7770742.000000 Penalty: 5455.418457
	Iteration 39Q: 3 clusters Score -7770742 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -7770778.500000 Penalty: 5455.418457
	Iteration 40F: 3 clusters Score -7770778 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -7770837.000000 Penalty: 5455.418457
	Iteration 41Q: 3 clusters Score -7770837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -7770870.000000 Penalty: 5455.418457
	Iteration 42Q: 3 clusters Score -7770870 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7770901.000000 Penalty: 5455.418457
	Iteration 43Q: 3 clusters Score -7770901 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7770941.500000 Penalty: 5455.418457
	Iteration 44Q: 3 clusters Score -7770942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7770984.500000 Penalty: 5455.418457
	Iteration 45Q: 3 clusters Score -7770984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7771009.500000 Penalty: 5455.418457
	Iteration 46Q: 3 clusters Score -7771010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -7771026.500000 Penalty: 5455.418457
	Iteration 47Q: 3 clusters Score -7771026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -7771071.500000 Penalty: 5455.418457
	Iteration 48Q: 3 clusters Score -7771072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7771094.500000 Penalty: 5455.418457
	Iteration 49Q: 3 clusters Score -7771094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -7771131.500000 Penalty: 5455.418457
	Iteration 50Q: 3 clusters Score -7771132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -7771143.500000 Penalty: 5455.418457
	Iteration 51Q: 3 clusters Score -7771144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -7771141.000000 Penalty: 5455.418457
	Iteration 52Q: 3 clusters Score -7771141 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -7771151.000000 Penalty: 5455.418457
	Iteration 53Q: 3 clusters Score -7771151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7771172.000000 Penalty: 5455.418457
	Iteration 54Q: 3 clusters Score -7771172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -7771186.000000 Penalty: 5455.418457
	Iteration 55Q: 3 clusters Score -7771186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -7771199.000000 Penalty: 5455.418457
	Iteration 56Q: 3 clusters Score -7771199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -7771230.500000 Penalty: 5455.418457
	Iteration 57Q: 3 clusters Score -7771230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -7771225.500000 Penalty: 5455.418457
	Iteration 58Q: 3 clusters Score -7771226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -7771226.500000 Penalty: 5455.418457
	Iteration 59Q: 3 clusters Score -7771226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7771245.000000 Penalty: 5455.418457
	Iteration 60F: 3 clusters Score -7771245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7771257.000000 Penalty: 5455.418457
	Iteration 61Q: 3 clusters Score -7771257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7771266.500000 Penalty: 5455.418457
	Iteration 62Q: 3 clusters Score -7771266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7771265.500000 Penalty: 5455.418457
	Iteration 63Q: 3 clusters Score -7771266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7771261.000000 Penalty: 5455.418457
	Iteration 64Q: 3 clusters Score -7771261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -7771254.000000 Penalty: 5455.418457
	Iteration 65Q: 3 clusters Score -7771254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -7771254.000000 Penalty: 5455.418457
	Iteration 66Q: 3 clusters Score -7771254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7771260.500000 Penalty: 5455.418457
	Iteration 67Q: 3 clusters Score -7771260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -7771255.500000 Penalty: 5455.418457
	Iteration 68Q: 3 clusters Score -7771256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7771268.500000 Penalty: 5455.418457
	Iteration 69Q: 3 clusters Score -7771268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -7771273.000000 Penalty: 5455.418457
	Iteration 70Q: 3 clusters Score -7771273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7771283.000000 Penalty: 5455.418457
	Iteration 71Q: 3 clusters Score -7771283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -7771297.500000 Penalty: 5455.418457
	Iteration 72Q: 3 clusters Score -7771298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7771295.500000 Penalty: 5455.418457
	Iteration 73Q: 3 clusters Score -7771296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -7771290.500000 Penalty: 5455.418457
	Iteration 74Q: 3 clusters Score -7771290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -7771296.000000 Penalty: 5455.418457
	Iteration 75Q: 3 clusters Score -7771296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -7771305.500000 Penalty: 5455.418457
	Iteration 76Q: 3 clusters Score -7771306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7771302.000000 Penalty: 5455.418457
	Iteration 77Q: 3 clusters Score -7771302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7771302.500000 Penalty: 5455.418457
	Iteration 78Q: 3 clusters Score -7771302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -7771307.500000 Penalty: 5455.418457
	Iteration 79Q: 3 clusters Score -7771308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -7771310.000000 Penalty: 5455.418457
	Iteration 80F: 3 clusters Score -7771310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -7771312.500000 Penalty: 5455.418457
	Iteration 81Q: 3 clusters Score -7771312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -7771315.000000 Penalty: 5455.418457
	Iteration 82Q: 3 clusters Score -7771315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7771321.000000 Penalty: 5455.418457
	Iteration 83Q: 3 clusters Score -7771321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7771316.000000 Penalty: 5455.418457
	Iteration 84Q: 3 clusters Score -7771316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7771320.500000 Penalty: 5455.418457
	Iteration 85Q: 3 clusters Score -7771320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7771320.500000 Penalty: 5455.418457
	Iteration 86F: 3 clusters Score -7771320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92639.781250 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92639.78 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93443.210938 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93443.21 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94501.140625 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -94501.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -94850.390625 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -94850.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -95010.250000 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -95010.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95072.757812 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -95072.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -95109.640625 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -95109.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -95159.593750 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -95159.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -95206.171875 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -95206.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95241.367188 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -95241.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95275.593750 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -95275.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95310.039062 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95310.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95380.570312 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95380.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95401.531250 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -95401.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -95429.281250 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -95429.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95474.273438 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -95474.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95474.273438 Penalty: 3382.728027
	Iteration 16F: 3 clusters Score -95474.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31257 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151344 members 
Mstep: Class 23 contains 177965 members 
Mstep: Class 24 contains 714 members 
Entering Unmasked Estep 
Score: -166460368.000000 Penalty: 83866.898438
Splitting cluster 4 changes total score from -166461056.000000 to -166460368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (182237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182237 members 
Entering Unmasked Estep 
Score: -23582070.000000 Penalty: 3004.039551
	Iteration 0F: 2 clusters Score -2.358207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -23464240.000000 Penalty: 6008.079102
	Iteration 0F: 3 clusters Score -2.346424e+07 nChanged 87511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -23514854.000000 Penalty: 6008.079102
	Iteration 1F: 3 clusters Score -2.351485e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -23515980.000000 Penalty: 6008.079102
	Iteration 2Q: 3 clusters Score -2.351598e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -23517564.000000 Penalty: 6008.079102
	Iteration 3Q: 3 clusters Score -2.351756e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -23519236.000000 Penalty: 6008.079102
	Iteration 4Q: 3 clusters Score -2.351924e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -23521880.000000 Penalty: 6008.079102
	Iteration 5Q: 3 clusters Score -2.352188e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -23526112.000000 Penalty: 6008.079102
	Iteration 6Q: 3 clusters Score -2.352611e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -23532560.000000 Penalty: 6008.079102
	Iteration 7F: 3 clusters Score -2.353256e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -23541052.000000 Penalty: 6008.079102
	Iteration 8F: 3 clusters Score -2.354105e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -23550724.000000 Penalty: 6008.079102
	Iteration 9F: 3 clusters Score -2.355072e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135930 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -23558196.000000 Penalty: 6008.079102
	Iteration 10F: 3 clusters Score -2.35582e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140761 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -23562294.000000 Penalty: 6008.079102
	Iteration 11Q: 3 clusters Score -2.356229e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -23564706.000000 Penalty: 6008.079102
	Iteration 12Q: 3 clusters Score -2.356471e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -23566526.000000 Penalty: 6008.079102
	Iteration 13Q: 3 clusters Score -2.356653e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -23568390.000000 Penalty: 6008.079102
	Iteration 14Q: 3 clusters Score -2.356839e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -23569940.000000 Penalty: 6008.079102
	Iteration 15Q: 3 clusters Score -2.356994e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158687 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -23571638.000000 Penalty: 6008.079102
	Iteration 16Q: 3 clusters Score -2.357164e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -23573322.000000 Penalty: 6008.079102
	Iteration 17Q: 3 clusters Score -2.357332e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -23574810.000000 Penalty: 6008.079102
	Iteration 18Q: 3 clusters Score -2.357481e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166887 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -23575870.000000 Penalty: 6008.079102
	Iteration 19Q: 3 clusters Score -2.357587e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -23576842.000000 Penalty: 6008.079102
	Iteration 20F: 3 clusters Score -2.357684e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -23577778.000000 Penalty: 6008.079102
	Iteration 21Q: 3 clusters Score -2.357778e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -23578292.000000 Penalty: 6008.079102
	Iteration 22Q: 3 clusters Score -2.357829e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174580 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -23578756.000000 Penalty: 6008.079102
	Iteration 23Q: 3 clusters Score -2.357876e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -23579114.000000 Penalty: 6008.079102
	Iteration 24Q: 3 clusters Score -2.357911e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176952 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -23579366.000000 Penalty: 6008.079102
	Iteration 25Q: 3 clusters Score -2.357937e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -23579628.000000 Penalty: 6008.079102
	Iteration 26Q: 3 clusters Score -2.357963e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178535 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -23579698.000000 Penalty: 6008.079102
	Iteration 27Q: 3 clusters Score -2.35797e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -23579704.000000 Penalty: 6008.079102
	Iteration 28Q: 3 clusters Score -2.35797e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -23579744.000000 Penalty: 6008.079102
	Iteration 29Q: 3 clusters Score -2.357974e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23579806.000000 Penalty: 6008.079102
	Iteration 30Q: 3 clusters Score -2.357981e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180012 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23579776.000000 Penalty: 6008.079102
	Iteration 31Q: 3 clusters Score -2.357978e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23579782.000000 Penalty: 6008.079102
	Iteration 32Q: 3 clusters Score -2.357978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180367 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23579808.000000 Penalty: 6008.079102
	Iteration 33Q: 3 clusters Score -2.357981e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180499 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -23579780.000000 Penalty: 6008.079102
	Iteration 34Q: 3 clusters Score -2.357978e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -23579776.000000 Penalty: 6008.079102
	Iteration 35Q: 3 clusters Score -2.357978e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23579826.000000 Penalty: 6008.079102
	Iteration 36Q: 3 clusters Score -2.357983e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -23579860.000000 Penalty: 6008.079102
	Iteration 37Q: 3 clusters Score -2.357986e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23579842.000000 Penalty: 6008.079102
	Iteration 38Q: 3 clusters Score -2.357984e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180841 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23579864.000000 Penalty: 6008.079102
	Iteration 39Q: 3 clusters Score -2.357986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23579844.000000 Penalty: 6008.079102
	Iteration 40F: 3 clusters Score -2.357984e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180942 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -23579854.000000 Penalty: 6008.079102
	Iteration 41Q: 3 clusters Score -2.357985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180981 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -23579850.000000 Penalty: 6008.079102
	Iteration 42Q: 3 clusters Score -2.357985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181000 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23579856.000000 Penalty: 6008.079102
	Iteration 43Q: 3 clusters Score -2.357986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23579860.000000 Penalty: 6008.079102
	Iteration 44Q: 3 clusters Score -2.357986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23579860.000000 Penalty: 6008.079102
	Iteration 45Q: 3 clusters Score -2.357986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23579850.000000 Penalty: 6008.079102
	Iteration 46Q: 3 clusters Score -2.357985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23579852.000000 Penalty: 6008.079102
	Iteration 47Q: 3 clusters Score -2.357985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -23579860.000000 Penalty: 6008.079102
	Iteration 48Q: 3 clusters Score -2.357986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181090 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23579866.000000 Penalty: 6008.079102
	Iteration 49Q: 3 clusters Score -2.357987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181100 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -23579864.000000 Penalty: 6008.079102
	Iteration 50Q: 3 clusters Score -2.357986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23579858.000000 Penalty: 6008.079102
	Iteration 51Q: 3 clusters Score -2.357986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23579850.000000 Penalty: 6008.079102
	Iteration 52Q: 3 clusters Score -2.357985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23579864.000000 Penalty: 6008.079102
	Iteration 53Q: 3 clusters Score -2.357986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23579868.000000 Penalty: 6008.079102
	Iteration 54Q: 3 clusters Score -2.357987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23579858.000000 Penalty: 6008.079102
	Iteration 55Q: 3 clusters Score -2.357986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181132 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23579856.000000 Penalty: 6008.079102
	Iteration 56Q: 3 clusters Score -2.357986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23579856.000000 Penalty: 6008.079102
	Iteration 57Q: 3 clusters Score -2.357986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23579856.000000 Penalty: 6008.079102
	Iteration 58F: 3 clusters Score -2.357986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Entering Unmasked Estep 
Score: -25268902.000000 Penalty: 3021.499023
	Iteration 0F: 2 clusters Score -2.52689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -25143274.000000 Penalty: 6042.998047
	Iteration 0F: 3 clusters Score -2.514327e+07 nChanged 93925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -25198978.000000 Penalty: 6042.998047
	Iteration 1F: 3 clusters Score -2.519898e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -25200586.000000 Penalty: 6042.998047
	Iteration 2Q: 3 clusters Score -2.520059e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -25203442.000000 Penalty: 6042.998047
	Iteration 3Q: 3 clusters Score -2.520344e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125021 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -25208504.000000 Penalty: 6042.998047
	Iteration 4F: 3 clusters Score -2.52085e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138825 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -25218098.000000 Penalty: 6042.998047
	Iteration 5F: 3 clusters Score -2.52181e+07 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -25233492.000000 Penalty: 6042.998047
	Iteration 6F: 3 clusters Score -2.523349e+07 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173350 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -25249688.000000 Penalty: 6042.998047
	Iteration 7F: 3 clusters Score -2.524969e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185534 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -25260058.000000 Penalty: 6042.998047
	Iteration 8F: 3 clusters Score -2.526006e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -25264306.000000 Penalty: 6042.998047
	Iteration 9Q: 3 clusters Score -2.526431e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193525 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -25265672.000000 Penalty: 6042.998047
	Iteration 10Q: 3 clusters Score -2.526567e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -25266154.000000 Penalty: 6042.998047
	Iteration 11Q: 3 clusters Score -2.526615e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194393 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -25266402.000000 Penalty: 6042.998047
	Iteration 12Q: 3 clusters Score -2.52664e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194508 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -25266570.000000 Penalty: 6042.998047
	Iteration 13Q: 3 clusters Score -2.526657e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194566 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -25266670.000000 Penalty: 6042.998047
	Iteration 14Q: 3 clusters Score -2.526667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -25266708.000000 Penalty: 6042.998047
	Iteration 15Q: 3 clusters Score -2.526671e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194603 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -25266746.000000 Penalty: 6042.998047
	Iteration 16Q: 3 clusters Score -2.526675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194620 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25266798.000000 Penalty: 6042.998047
	Iteration 17Q: 3 clusters Score -2.52668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194635 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25266838.000000 Penalty: 6042.998047
	Iteration 18Q: 3 clusters Score -2.526684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25266848.000000 Penalty: 6042.998047
	Iteration 19Q: 3 clusters Score -2.526685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194660 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -25266864.000000 Penalty: 6042.998047
	Iteration 20F: 3 clusters Score -2.526686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194667 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25266870.000000 Penalty: 6042.998047
	Iteration 21Q: 3 clusters Score -2.526687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194673 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25266864.000000 Penalty: 6042.998047
	Iteration 22Q: 3 clusters Score -2.526686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -25266866.000000 Penalty: 6042.998047
	Iteration 23Q: 3 clusters Score -2.526687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194683 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -25266880.000000 Penalty: 6042.998047
	Iteration 24Q: 3 clusters Score -2.526688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25266886.000000 Penalty: 6042.998047
	Iteration 25Q: 3 clusters Score -2.526689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25266880.000000 Penalty: 6042.998047
	Iteration 26Q: 3 clusters Score -2.526688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25266874.000000 Penalty: 6042.998047
	Iteration 27Q: 3 clusters Score -2.526687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194687 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -25266872.000000 Penalty: 6042.998047
	Iteration 28Q: 3 clusters Score -2.526687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25266870.000000 Penalty: 6042.998047
	Iteration 29Q: 3 clusters Score -2.526687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194685 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -25266882.000000 Penalty: 6042.998047
	Iteration 30Q: 3 clusters Score -2.526688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25266892.000000 Penalty: 6042.998047
	Iteration 31Q: 3 clusters Score -2.526689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25266892.000000 Penalty: 6042.998047
	Iteration 32F: 3 clusters Score -2.526689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Entering Unmasked Estep 
Score: -5126085.000000 Penalty: 2623.195557
	Iteration 0F: 2 clusters Score -5126085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5099530.500000 Penalty: 5246.391113
	Iteration 0F: 3 clusters Score -5099530 nChanged 17862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5109186.000000 Penalty: 5246.391113
	Iteration 1F: 3 clusters Score -5109186 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5109570.000000 Penalty: 5246.391113
	Iteration 2Q: 3 clusters Score -5109570 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5109906.500000 Penalty: 5246.391113
	Iteration 3Q: 3 clusters Score -5109906 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5110146.500000 Penalty: 5246.391113
	Iteration 4Q: 3 clusters Score -5110146 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -5110356.500000 Penalty: 5246.391113
	Iteration 5Q: 3 clusters Score -5110356 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5110517.000000 Penalty: 5246.391113
	Iteration 6Q: 3 clusters Score -5110517 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5110730.000000 Penalty: 5246.391113
	Iteration 7Q: 3 clusters Score -5110730 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5110939.500000 Penalty: 5246.391113
	Iteration 8Q: 3 clusters Score -5110940 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5111202.500000 Penalty: 5246.391113
	Iteration 9Q: 3 clusters Score -5111202 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -5111592.000000 Penalty: 5246.391113
	Iteration 10Q: 3 clusters Score -5111592 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5112244.500000 Penalty: 5246.391113
	Iteration 11Q: 3 clusters Score -5112244 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5113399.000000 Penalty: 5246.391113
	Iteration 12F: 3 clusters Score -5113399 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5115206.000000 Penalty: 5246.391113
	Iteration 13F: 3 clusters Score -5115206 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -5117609.000000 Penalty: 5246.391113
	Iteration 14F: 3 clusters Score -5117609 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -5119922.500000 Penalty: 5246.391113
	Iteration 15F: 3 clusters Score -5119922 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5121721.000000 Penalty: 5246.391113
	Iteration 16Q: 3 clusters Score -5121721 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5122812.000000 Penalty: 5246.391113
	Iteration 17Q: 3 clusters Score -5122812 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5123384.500000 Penalty: 5246.391113
	Iteration 18Q: 3 clusters Score -5123384 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5123723.000000 Penalty: 5246.391113
	Iteration 19Q: 3 clusters Score -5123723 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5123915.000000 Penalty: 5246.391113
	Iteration 20F: 3 clusters Score -5123915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5124025.500000 Penalty: 5246.391113
	Iteration 21Q: 3 clusters Score -5124026 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5124096.000000 Penalty: 5246.391113
	Iteration 22Q: 3 clusters Score -5124096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5124148.500000 Penalty: 5246.391113
	Iteration 23Q: 3 clusters Score -5124148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5124180.000000 Penalty: 5246.391113
	Iteration 24Q: 3 clusters Score -5124180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5124192.500000 Penalty: 5246.391113
	Iteration 25Q: 3 clusters Score -5124192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5124209.000000 Penalty: 5246.391113
	Iteration 26Q: 3 clusters Score -5124209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5124225.500000 Penalty: 5246.391113
	Iteration 27Q: 3 clusters Score -5124226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -5124241.000000 Penalty: 5246.391113
	Iteration 28Q: 3 clusters Score -5124241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -5124249.000000 Penalty: 5246.391113
	Iteration 29Q: 3 clusters Score -5124249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5124262.500000 Penalty: 5246.391113
	Iteration 30Q: 3 clusters Score -5124262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5124272.500000 Penalty: 5246.391113
	Iteration 31Q: 3 clusters Score -5124272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5124288.500000 Penalty: 5246.391113
	Iteration 32Q: 3 clusters Score -5124288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5124292.000000 Penalty: 5246.391113
	Iteration 33Q: 3 clusters Score -5124292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5124303.000000 Penalty: 5246.391113
	Iteration 34Q: 3 clusters Score -5124303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5124309.500000 Penalty: 5246.391113
	Iteration 35Q: 3 clusters Score -5124310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5124319.500000 Penalty: 5246.391113
	Iteration 36Q: 3 clusters Score -5124320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5124311.500000 Penalty: 5246.391113
	Iteration 37Q: 3 clusters Score -5124312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5124322.500000 Penalty: 5246.391113
	Iteration 38Q: 3 clusters Score -5124322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5124320.500000 Penalty: 5246.391113
	Iteration 39Q: 3 clusters Score -5124320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5124324.500000 Penalty: 5246.391113
	Iteration 40F: 3 clusters Score -5124324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5124337.000000 Penalty: 5246.391113
	Iteration 41Q: 3 clusters Score -5124337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5124333.500000 Penalty: 5246.391113
	Iteration 42Q: 3 clusters Score -5124334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5124339.500000 Penalty: 5246.391113
	Iteration 43Q: 3 clusters Score -5124340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5124328.500000 Penalty: 5246.391113
	Iteration 44Q: 3 clusters Score -5124328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -5124332.500000 Penalty: 5246.391113
	Iteration 45Q: 3 clusters Score -5124332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5124337.500000 Penalty: 5246.391113
	Iteration 46Q: 3 clusters Score -5124338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5124339.500000 Penalty: 5246.391113
	Iteration 47Q: 3 clusters Score -5124340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5124346.500000 Penalty: 5246.391113
	Iteration 48Q: 3 clusters Score -5124346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -5124345.000000 Penalty: 5246.391113
	Iteration 49Q: 3 clusters Score -5124345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5124348.000000 Penalty: 5246.391113
	Iteration 50Q: 3 clusters Score -5124348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5124348.000000 Penalty: 5246.391113
	Iteration 51F: 3 clusters Score -5124348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -160008.140625 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -160008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157872.296875 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -157872.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158258.890625 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -158258.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158411.968750 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -158412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158507.921875 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -158507.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158592.062500 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -158592.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158649.406250 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -158649.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158687.265625 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -158687.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158719.640625 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -158719.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158761.375000 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -158761.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158818.593750 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -158818.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158871.484375 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -158871.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158925.000000 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -158925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -159010.921875 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -159010.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159114.593750 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -159114.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159216.031250 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -159216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159300.156250 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -159300.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159338.656250 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -159338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159358.359375 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -159358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159369.703125 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -159369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -159373.750000 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -159373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159400.703125 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -159400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159546.703125 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -159546.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159615.890625 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -159615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159622.187500 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -159622.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159622.187500 Penalty: 3572.519775
	Iteration 24F: 3 clusters Score -159622.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -1630536.750000 Penalty: 2338.987793
	Iteration 0F: 2 clusters Score -1630537 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 6234 members 
Entering Unmasked Estep 
Score: -1621323.375000 Penalty: 4677.975586
	Iteration 0F: 3 clusters Score -1621323 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1624047.125000 Penalty: 4677.975586
	Iteration 1F: 3 clusters Score -1624047 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1624375.125000 Penalty: 4677.975586
	Iteration 2F: 3 clusters Score -1624375 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1624632.375000 Penalty: 4677.975586
	Iteration 3Q: 3 clusters Score -1624632 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1624866.875000 Penalty: 4677.975586
	Iteration 4Q: 3 clusters Score -1624867 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1625072.000000 Penalty: 4677.975586
	Iteration 5Q: 3 clusters Score -1625072 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1625303.125000 Penalty: 4677.975586
	Iteration 6Q: 3 clusters Score -1625303 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1625505.250000 Penalty: 4677.975586
	Iteration 7Q: 3 clusters Score -1625505 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1625714.000000 Penalty: 4677.975586
	Iteration 8Q: 3 clusters Score -1625714 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1625915.500000 Penalty: 4677.975586
	Iteration 9Q: 3 clusters Score -1625916 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1626157.625000 Penalty: 4677.975586
	Iteration 10Q: 3 clusters Score -1626158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1626427.500000 Penalty: 4677.975586
	Iteration 11Q: 3 clusters Score -1626428 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1626759.125000 Penalty: 4677.975586
	Iteration 12Q: 3 clusters Score -1626759 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1627112.500000 Penalty: 4677.975586
	Iteration 13Q: 3 clusters Score -1627112 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1627452.625000 Penalty: 4677.975586
	Iteration 14Q: 3 clusters Score -1627453 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1627752.125000 Penalty: 4677.975586
	Iteration 15Q: 3 clusters Score -1627752 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1627991.500000 Penalty: 4677.975586
	Iteration 16Q: 3 clusters Score -1627992 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1628152.625000 Penalty: 4677.975586
	Iteration 17Q: 3 clusters Score -1628153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1628244.250000 Penalty: 4677.975586
	Iteration 18Q: 3 clusters Score -1628244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1628309.125000 Penalty: 4677.975586
	Iteration 19Q: 3 clusters Score -1628309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1628352.875000 Penalty: 4677.975586
	Iteration 20F: 3 clusters Score -1628353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1628392.500000 Penalty: 4677.975586
	Iteration 21Q: 3 clusters Score -1628392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1628427.750000 Penalty: 4677.975586
	Iteration 22Q: 3 clusters Score -1628428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1628457.250000 Penalty: 4677.975586
	Iteration 23Q: 3 clusters Score -1628457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1628487.500000 Penalty: 4677.975586
	Iteration 24Q: 3 clusters Score -1628488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1628512.250000 Penalty: 4677.975586
	Iteration 25Q: 3 clusters Score -1628512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1628531.125000 Penalty: 4677.975586
	Iteration 26Q: 3 clusters Score -1628531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1628552.500000 Penalty: 4677.975586
	Iteration 27Q: 3 clusters Score -1628552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1628570.500000 Penalty: 4677.975586
	Iteration 28Q: 3 clusters Score -1628570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1628584.250000 Penalty: 4677.975586
	Iteration 29Q: 3 clusters Score -1628584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1628598.625000 Penalty: 4677.975586
	Iteration 30Q: 3 clusters Score -1628599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1628616.250000 Penalty: 4677.975586
	Iteration 31Q: 3 clusters Score -1628616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1628625.000000 Penalty: 4677.975586
	Iteration 32Q: 3 clusters Score -1628625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1628630.750000 Penalty: 4677.975586
	Iteration 33Q: 3 clusters Score -1628631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1628637.250000 Penalty: 4677.975586
	Iteration 34Q: 3 clusters Score -1628637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1628643.000000 Penalty: 4677.975586
	Iteration 35Q: 3 clusters Score -1628643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1628645.125000 Penalty: 4677.975586
	Iteration 36Q: 3 clusters Score -1628645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1628649.500000 Penalty: 4677.975586
	Iteration 37Q: 3 clusters Score -1628650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1628652.625000 Penalty: 4677.975586
	Iteration 38Q: 3 clusters Score -1628653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1628656.375000 Penalty: 4677.975586
	Iteration 39Q: 3 clusters Score -1628656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1628659.875000 Penalty: 4677.975586
	Iteration 40F: 3 clusters Score -1628660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1628660.625000 Penalty: 4677.975586
	Iteration 41Q: 3 clusters Score -1628661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1628663.125000 Penalty: 4677.975586
	Iteration 42Q: 3 clusters Score -1628663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1628664.375000 Penalty: 4677.975586
	Iteration 43Q: 3 clusters Score -1628664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1628664.125000 Penalty: 4677.975586
	Iteration 44Q: 3 clusters Score -1628664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1628665.875000 Penalty: 4677.975586
	Iteration 45Q: 3 clusters Score -1628666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1628667.875000 Penalty: 4677.975586
	Iteration 46Q: 3 clusters Score -1628668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1628665.125000 Penalty: 4677.975586
	Iteration 47Q: 3 clusters Score -1628665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1628663.625000 Penalty: 4677.975586
	Iteration 48Q: 3 clusters Score -1628664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1628667.250000 Penalty: 4677.975586
	Iteration 49Q: 3 clusters Score -1628667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1628668.125000 Penalty: 4677.975586
	Iteration 50Q: 3 clusters Score -1628668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1628665.875000 Penalty: 4677.975586
	Iteration 51Q: 3 clusters Score -1628666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1628665.875000 Penalty: 4677.975586
	Iteration 52F: 3 clusters Score -1628666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Entering Unmasked Estep 
Score: -2596221.250000 Penalty: 2458.225342
	Iteration 0F: 2 clusters Score -2596221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2582012.000000 Penalty: 4916.450684
	Iteration 0F: 3 clusters Score -2582012 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2586781.750000 Penalty: 4916.450684
	Iteration 1F: 3 clusters Score -2586782 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2587398.000000 Penalty: 4916.450684
	Iteration 2F: 3 clusters Score -2587398 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2588100.500000 Penalty: 4916.450684
	Iteration 3F: 3 clusters Score -2588100 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2588855.500000 Penalty: 4916.450684
	Iteration 4F: 3 clusters Score -2588856 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2589608.750000 Penalty: 4916.450684
	Iteration 5F: 3 clusters Score -2589609 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2590434.500000 Penalty: 4916.450684
	Iteration 6F: 3 clusters Score -2590434 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2591316.500000 Penalty: 4916.450684
	Iteration 7F: 3 clusters Score -2591316 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2592224.000000 Penalty: 4916.450684
	Iteration 8F: 3 clusters Score -2592224 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2593013.000000 Penalty: 4916.450684
	Iteration 9F: 3 clusters Score -2593013 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2593522.750000 Penalty: 4916.450684
	Iteration 10Q: 3 clusters Score -2593523 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2593773.250000 Penalty: 4916.450684
	Iteration 11Q: 3 clusters Score -2593773 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2593891.500000 Penalty: 4916.450684
	Iteration 12Q: 3 clusters Score -2593892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2593984.000000 Penalty: 4916.450684
	Iteration 13Q: 3 clusters Score -2593984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2594027.750000 Penalty: 4916.450684
	Iteration 14Q: 3 clusters Score -2594028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2594065.250000 Penalty: 4916.450684
	Iteration 15Q: 3 clusters Score -2594065 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2594099.250000 Penalty: 4916.450684
	Iteration 16Q: 3 clusters Score -2594099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2594117.500000 Penalty: 4916.450684
	Iteration 17Q: 3 clusters Score -2594118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2594128.500000 Penalty: 4916.450684
	Iteration 18Q: 3 clusters Score -2594128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2594150.000000 Penalty: 4916.450684
	Iteration 19Q: 3 clusters Score -2594150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2594162.750000 Penalty: 4916.450684
	Iteration 20F: 3 clusters Score -2594163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2594174.000000 Penalty: 4916.450684
	Iteration 21Q: 3 clusters Score -2594174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2594173.750000 Penalty: 4916.450684
	Iteration 22Q: 3 clusters Score -2594174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2594166.750000 Penalty: 4916.450684
	Iteration 23Q: 3 clusters Score -2594167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2594179.250000 Penalty: 4916.450684
	Iteration 24Q: 3 clusters Score -2594179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2594190.000000 Penalty: 4916.450684
	Iteration 25Q: 3 clusters Score -2594190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2594197.750000 Penalty: 4916.450684
	Iteration 26Q: 3 clusters Score -2594198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2594190.500000 Penalty: 4916.450684
	Iteration 27Q: 3 clusters Score -2594190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2594197.250000 Penalty: 4916.450684
	Iteration 28Q: 3 clusters Score -2594197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2594202.500000 Penalty: 4916.450684
	Iteration 29Q: 3 clusters Score -2594202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2594198.750000 Penalty: 4916.450684
	Iteration 30Q: 3 clusters Score -2594199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2594200.000000 Penalty: 4916.450684
	Iteration 31Q: 3 clusters Score -2594200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2594206.750000 Penalty: 4916.450684
	Iteration 32Q: 3 clusters Score -2594207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2594199.000000 Penalty: 4916.450684
	Iteration 33Q: 3 clusters Score -2594199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2594201.000000 Penalty: 4916.450684
	Iteration 34Q: 3 clusters Score -2594201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2594207.500000 Penalty: 4916.450684
	Iteration 35Q: 3 clusters Score -2594208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2594208.750000 Penalty: 4916.450684
	Iteration 36Q: 3 clusters Score -2594209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2594219.500000 Penalty: 4916.450684
	Iteration 37Q: 3 clusters Score -2594220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2594224.250000 Penalty: 4916.450684
	Iteration 38Q: 3 clusters Score -2594224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2594224.500000 Penalty: 4916.450684
	Iteration 39Q: 3 clusters Score -2594224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2594231.750000 Penalty: 4916.450684
	Iteration 40F: 3 clusters Score -2594232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2594234.500000 Penalty: 4916.450684
	Iteration 41Q: 3 clusters Score -2594234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2594240.000000 Penalty: 4916.450684
	Iteration 42Q: 3 clusters Score -2594240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2594242.500000 Penalty: 4916.450684
	Iteration 43Q: 3 clusters Score -2594242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2594244.500000 Penalty: 4916.450684
	Iteration 44Q: 3 clusters Score -2594244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2594250.250000 Penalty: 4916.450684
	Iteration 45Q: 3 clusters Score -2594250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2594246.500000 Penalty: 4916.450684
	Iteration 46Q: 3 clusters Score -2594246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2594248.000000 Penalty: 4916.450684
	Iteration 47Q: 3 clusters Score -2594248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2594249.750000 Penalty: 4916.450684
	Iteration 48Q: 3 clusters Score -2594250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2594248.500000 Penalty: 4916.450684
	Iteration 49Q: 3 clusters Score -2594248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2594244.000000 Penalty: 4916.450684
	Iteration 50Q: 3 clusters Score -2594244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2594245.250000 Penalty: 4916.450684
	Iteration 51Q: 3 clusters Score -2594245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2594244.500000 Penalty: 4916.450684
	Iteration 52Q: 3 clusters Score -2594244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2594246.250000 Penalty: 4916.450684
	Iteration 53Q: 3 clusters Score -2594246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2594245.500000 Penalty: 4916.450684
	Iteration 54Q: 3 clusters Score -2594246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2594251.500000 Penalty: 4916.450684
	Iteration 55Q: 3 clusters Score -2594252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2594249.500000 Penalty: 4916.450684
	Iteration 56Q: 3 clusters Score -2594250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2594246.750000 Penalty: 4916.450684
	Iteration 57Q: 3 clusters Score -2594247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2594258.500000 Penalty: 4916.450684
	Iteration 58Q: 3 clusters Score -2594258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2594265.250000 Penalty: 4916.450684
	Iteration 59Q: 3 clusters Score -2594265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2594273.000000 Penalty: 4916.450684
	Iteration 60F: 3 clusters Score -2594273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2594278.000000 Penalty: 4916.450684
	Iteration 61Q: 3 clusters Score -2594278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2594272.000000 Penalty: 4916.450684
	Iteration 62Q: 3 clusters Score -2594272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2594275.500000 Penalty: 4916.450684
	Iteration 63Q: 3 clusters Score -2594276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2594283.250000 Penalty: 4916.450684
	Iteration 64Q: 3 clusters Score -2594283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2594298.750000 Penalty: 4916.450684
	Iteration 65Q: 3 clusters Score -2594299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2594292.250000 Penalty: 4916.450684
	Iteration 66Q: 3 clusters Score -2594292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2594297.500000 Penalty: 4916.450684
	Iteration 67Q: 3 clusters Score -2594298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2594307.750000 Penalty: 4916.450684
	Iteration 68Q: 3 clusters Score -2594308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2594309.000000 Penalty: 4916.450684
	Iteration 69Q: 3 clusters Score -2594309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2594313.250000 Penalty: 4916.450684
	Iteration 70Q: 3 clusters Score -2594313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2594321.750000 Penalty: 4916.450684
	Iteration 71Q: 3 clusters Score -2594322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2594324.250000 Penalty: 4916.450684
	Iteration 72Q: 3 clusters Score -2594324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2594319.250000 Penalty: 4916.450684
	Iteration 73Q: 3 clusters Score -2594319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2594318.500000 Penalty: 4916.450684
	Iteration 74Q: 3 clusters Score -2594318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2594321.750000 Penalty: 4916.450684
	Iteration 75Q: 3 clusters Score -2594322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2594324.250000 Penalty: 4916.450684
	Iteration 76Q: 3 clusters Score -2594324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2594330.500000 Penalty: 4916.450684
	Iteration 77Q: 3 clusters Score -2594330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2594328.000000 Penalty: 4916.450684
	Iteration 78Q: 3 clusters Score -2594328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2594327.750000 Penalty: 4916.450684
	Iteration 79Q: 3 clusters Score -2594328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2594335.000000 Penalty: 4916.450684
	Iteration 80F: 3 clusters Score -2594335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2594339.000000 Penalty: 4916.450684
	Iteration 81Q: 3 clusters Score -2594339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2594334.250000 Penalty: 4916.450684
	Iteration 82Q: 3 clusters Score -2594334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2594338.250000 Penalty: 4916.450684
	Iteration 83Q: 3 clusters Score -2594338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2594345.000000 Penalty: 4916.450684
	Iteration 84Q: 3 clusters Score -2594345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2594339.500000 Penalty: 4916.450684
	Iteration 85Q: 3 clusters Score -2594340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2594338.750000 Penalty: 4916.450684
	Iteration 86Q: 3 clusters Score -2594339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2594338.000000 Penalty: 4916.450684
	Iteration 87Q: 3 clusters Score -2594338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2594340.000000 Penalty: 4916.450684
	Iteration 88Q: 3 clusters Score -2594340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2594333.250000 Penalty: 4916.450684
	Iteration 89Q: 3 clusters Score -2594333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2594339.750000 Penalty: 4916.450684
	Iteration 90Q: 3 clusters Score -2594340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2594342.250000 Penalty: 4916.450684
	Iteration 91Q: 3 clusters Score -2594342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2594341.750000 Penalty: 4916.450684
	Iteration 92Q: 3 clusters Score -2594342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2594344.000000 Penalty: 4916.450684
	Iteration 93Q: 3 clusters Score -2594344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2594347.750000 Penalty: 4916.450684
	Iteration 94Q: 3 clusters Score -2594348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2594346.500000 Penalty: 4916.450684
	Iteration 95Q: 3 clusters Score -2594346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2594343.750000 Penalty: 4916.450684
	Iteration 96Q: 3 clusters Score -2594344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2594347.750000 Penalty: 4916.450684
	Iteration 97Q: 3 clusters Score -2594348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2594341.250000 Penalty: 4916.450684
	Iteration 98Q: 3 clusters Score -2594341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2594340.500000 Penalty: 4916.450684
	Iteration 99Q: 3 clusters Score -2594340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2594343.250000 Penalty: 4916.450684
	Iteration 100F: 3 clusters Score -2594343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2594343.500000 Penalty: 4916.450684
	Iteration 101Q: 3 clusters Score -2594344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2594345.250000 Penalty: 4916.450684
	Iteration 102Q: 3 clusters Score -2594345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2594346.250000 Penalty: 4916.450684
	Iteration 103Q: 3 clusters Score -2594346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2594343.250000 Penalty: 4916.450684
	Iteration 104Q: 3 clusters Score -2594343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2594348.000000 Penalty: 4916.450684
	Iteration 105Q: 3 clusters Score -2594348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2594344.750000 Penalty: 4916.450684
	Iteration 106Q: 3 clusters Score -2594345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2594346.250000 Penalty: 4916.450684
	Iteration 107Q: 3 clusters Score -2594346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2594349.000000 Penalty: 4916.450684
	Iteration 108Q: 3 clusters Score -2594349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2594355.000000 Penalty: 4916.450684
	Iteration 109Q: 3 clusters Score -2594355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2594356.250000 Penalty: 4916.450684
	Iteration 110Q: 3 clusters Score -2594356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2594358.000000 Penalty: 4916.450684
	Iteration 111Q: 3 clusters Score -2594358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2594356.500000 Penalty: 4916.450684
	Iteration 112Q: 3 clusters Score -2594356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2594356.500000 Penalty: 4916.450684
	Iteration 113F: 3 clusters Score -2594356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Entering Unmasked Estep 
Score: -2125141.750000 Penalty: 2405.377930
	Iteration 0F: 2 clusters Score -2125142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2113391.000000 Penalty: 4810.755859
	Iteration 0F: 3 clusters Score -2113391 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2117016.000000 Penalty: 4810.755859
	Iteration 1F: 3 clusters Score -2117016 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2117360.250000 Penalty: 4810.755859
	Iteration 2F: 3 clusters Score -2117360 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2117651.750000 Penalty: 4810.755859
	Iteration 3Q: 3 clusters Score -2117652 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2117958.750000 Penalty: 4810.755859
	Iteration 4Q: 3 clusters Score -2117959 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2118259.750000 Penalty: 4810.755859
	Iteration 5Q: 3 clusters Score -2118260 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2118568.000000 Penalty: 4810.755859
	Iteration 6Q: 3 clusters Score -2118568 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2118894.000000 Penalty: 4810.755859
	Iteration 7Q: 3 clusters Score -2118894 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2119173.250000 Penalty: 4810.755859
	Iteration 8Q: 3 clusters Score -2119173 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2119443.250000 Penalty: 4810.755859
	Iteration 9Q: 3 clusters Score -2119443 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2119708.250000 Penalty: 4810.755859
	Iteration 10Q: 3 clusters Score -2119708 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2119981.500000 Penalty: 4810.755859
	Iteration 11Q: 3 clusters Score -2119982 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2120294.000000 Penalty: 4810.755859
	Iteration 12Q: 3 clusters Score -2120294 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2120567.250000 Penalty: 4810.755859
	Iteration 13Q: 3 clusters Score -2120567 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2120837.750000 Penalty: 4810.755859
	Iteration 14Q: 3 clusters Score -2120838 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2121083.000000 Penalty: 4810.755859
	Iteration 15Q: 3 clusters Score -2121083 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2121252.500000 Penalty: 4810.755859
	Iteration 16Q: 3 clusters Score -2121252 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2121377.000000 Penalty: 4810.755859
	Iteration 17Q: 3 clusters Score -2121377 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2121467.750000 Penalty: 4810.755859
	Iteration 18Q: 3 clusters Score -2121468 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2121543.750000 Penalty: 4810.755859
	Iteration 19Q: 3 clusters Score -2121544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2121599.000000 Penalty: 4810.755859
	Iteration 20F: 3 clusters Score -2121599 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2121645.250000 Penalty: 4810.755859
	Iteration 21Q: 3 clusters Score -2121645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2121679.750000 Penalty: 4810.755859
	Iteration 22Q: 3 clusters Score -2121680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2121707.250000 Penalty: 4810.755859
	Iteration 23Q: 3 clusters Score -2121707 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2121741.500000 Penalty: 4810.755859
	Iteration 24Q: 3 clusters Score -2121742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2121767.000000 Penalty: 4810.755859
	Iteration 25Q: 3 clusters Score -2121767 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2121797.000000 Penalty: 4810.755859
	Iteration 26Q: 3 clusters Score -2121797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2121817.250000 Penalty: 4810.755859
	Iteration 27Q: 3 clusters Score -2121817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2121842.500000 Penalty: 4810.755859
	Iteration 28Q: 3 clusters Score -2121842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2121865.250000 Penalty: 4810.755859
	Iteration 29Q: 3 clusters Score -2121865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2121884.500000 Penalty: 4810.755859
	Iteration 30Q: 3 clusters Score -2121884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2121890.500000 Penalty: 4810.755859
	Iteration 31Q: 3 clusters Score -2121890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2121909.000000 Penalty: 4810.755859
	Iteration 32Q: 3 clusters Score -2121909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2121919.500000 Penalty: 4810.755859
	Iteration 33Q: 3 clusters Score -2121920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2121923.500000 Penalty: 4810.755859
	Iteration 34Q: 3 clusters Score -2121924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2121932.250000 Penalty: 4810.755859
	Iteration 35Q: 3 clusters Score -2121932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2121939.250000 Penalty: 4810.755859
	Iteration 36Q: 3 clusters Score -2121939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2121953.750000 Penalty: 4810.755859
	Iteration 37Q: 3 clusters Score -2121954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2121971.000000 Penalty: 4810.755859
	Iteration 38Q: 3 clusters Score -2121971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2121984.000000 Penalty: 4810.755859
	Iteration 39Q: 3 clusters Score -2121984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2121995.000000 Penalty: 4810.755859
	Iteration 40F: 3 clusters Score -2121995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2122004.250000 Penalty: 4810.755859
	Iteration 41Q: 3 clusters Score -2122004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2122018.750000 Penalty: 4810.755859
	Iteration 42Q: 3 clusters Score -2122019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2122034.000000 Penalty: 4810.755859
	Iteration 43Q: 3 clusters Score -2122034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2122053.000000 Penalty: 4810.755859
	Iteration 44Q: 3 clusters Score -2122053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2122068.500000 Penalty: 4810.755859
	Iteration 45Q: 3 clusters Score -2122068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2122079.750000 Penalty: 4810.755859
	Iteration 46Q: 3 clusters Score -2122080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2122096.000000 Penalty: 4810.755859
	Iteration 47Q: 3 clusters Score -2122096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2122112.000000 Penalty: 4810.755859
	Iteration 48Q: 3 clusters Score -2122112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2122126.750000 Penalty: 4810.755859
	Iteration 49Q: 3 clusters Score -2122127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2122138.750000 Penalty: 4810.755859
	Iteration 50Q: 3 clusters Score -2122139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2122153.750000 Penalty: 4810.755859
	Iteration 51Q: 3 clusters Score -2122154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2122171.750000 Penalty: 4810.755859
	Iteration 52Q: 3 clusters Score -2122172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2122191.750000 Penalty: 4810.755859
	Iteration 53Q: 3 clusters Score -2122192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2122216.500000 Penalty: 4810.755859
	Iteration 54Q: 3 clusters Score -2122216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2122245.000000 Penalty: 4810.755859
	Iteration 55Q: 3 clusters Score -2122245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2122277.750000 Penalty: 4810.755859
	Iteration 56Q: 3 clusters Score -2122278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2122306.500000 Penalty: 4810.755859
	Iteration 57Q: 3 clusters Score -2122306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2122343.500000 Penalty: 4810.755859
	Iteration 58Q: 3 clusters Score -2122344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2122383.000000 Penalty: 4810.755859
	Iteration 59Q: 3 clusters Score -2122383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2122420.000000 Penalty: 4810.755859
	Iteration 60F: 3 clusters Score -2122420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2122456.750000 Penalty: 4810.755859
	Iteration 61Q: 3 clusters Score -2122457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2122493.250000 Penalty: 4810.755859
	Iteration 62Q: 3 clusters Score -2122493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2122538.500000 Penalty: 4810.755859
	Iteration 63Q: 3 clusters Score -2122538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2122600.250000 Penalty: 4810.755859
	Iteration 64Q: 3 clusters Score -2122600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2122655.000000 Penalty: 4810.755859
	Iteration 65Q: 3 clusters Score -2122655 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2122703.500000 Penalty: 4810.755859
	Iteration 66Q: 3 clusters Score -2122704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2122743.500000 Penalty: 4810.755859
	Iteration 67Q: 3 clusters Score -2122744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2122782.500000 Penalty: 4810.755859
	Iteration 68Q: 3 clusters Score -2122782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2122819.750000 Penalty: 4810.755859
	Iteration 69Q: 3 clusters Score -2122820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2122849.250000 Penalty: 4810.755859
	Iteration 70Q: 3 clusters Score -2122849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2122876.250000 Penalty: 4810.755859
	Iteration 71Q: 3 clusters Score -2122876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2122906.000000 Penalty: 4810.755859
	Iteration 72Q: 3 clusters Score -2122906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2122925.000000 Penalty: 4810.755859
	Iteration 73Q: 3 clusters Score -2122925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2122937.000000 Penalty: 4810.755859
	Iteration 74Q: 3 clusters Score -2122937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2122953.000000 Penalty: 4810.755859
	Iteration 75Q: 3 clusters Score -2122953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2122966.000000 Penalty: 4810.755859
	Iteration 76Q: 3 clusters Score -2122966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2122980.500000 Penalty: 4810.755859
	Iteration 77Q: 3 clusters Score -2122980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2122996.500000 Penalty: 4810.755859
	Iteration 78Q: 3 clusters Score -2122996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2123002.250000 Penalty: 4810.755859
	Iteration 79Q: 3 clusters Score -2123002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2123017.250000 Penalty: 4810.755859
	Iteration 80F: 3 clusters Score -2123017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2123019.500000 Penalty: 4810.755859
	Iteration 81Q: 3 clusters Score -2123020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2123023.000000 Penalty: 4810.755859
	Iteration 82Q: 3 clusters Score -2123023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2123024.750000 Penalty: 4810.755859
	Iteration 83Q: 3 clusters Score -2123025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2123025.250000 Penalty: 4810.755859
	Iteration 84Q: 3 clusters Score -2123025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2123026.750000 Penalty: 4810.755859
	Iteration 85Q: 3 clusters Score -2123027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2123026.000000 Penalty: 4810.755859
	Iteration 86Q: 3 clusters Score -2123026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2123030.000000 Penalty: 4810.755859
	Iteration 87Q: 3 clusters Score -2123030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2123029.750000 Penalty: 4810.755859
	Iteration 88Q: 3 clusters Score -2123030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2123031.750000 Penalty: 4810.755859
	Iteration 89Q: 3 clusters Score -2123032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2123033.750000 Penalty: 4810.755859
	Iteration 90Q: 3 clusters Score -2123034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2123035.250000 Penalty: 4810.755859
	Iteration 91Q: 3 clusters Score -2123035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2123036.250000 Penalty: 4810.755859
	Iteration 92Q: 3 clusters Score -2123036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2123039.500000 Penalty: 4810.755859
	Iteration 93Q: 3 clusters Score -2123040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2123044.750000 Penalty: 4810.755859
	Iteration 94Q: 3 clusters Score -2123045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2123050.250000 Penalty: 4810.755859
	Iteration 95Q: 3 clusters Score -2123050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2123057.500000 Penalty: 4810.755859
	Iteration 96Q: 3 clusters Score -2123058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2123056.250000 Penalty: 4810.755859
	Iteration 97Q: 3 clusters Score -2123056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2123059.500000 Penalty: 4810.755859
	Iteration 98Q: 3 clusters Score -2123060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2123059.500000 Penalty: 4810.755859
	Iteration 99Q: 3 clusters Score -2123060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2123062.500000 Penalty: 4810.755859
	Iteration 100F: 3 clusters Score -2123062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2123060.750000 Penalty: 4810.755859
	Iteration 101Q: 3 clusters Score -2123061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2123062.500000 Penalty: 4810.755859
	Iteration 102Q: 3 clusters Score -2123062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2123065.000000 Penalty: 4810.755859
	Iteration 103Q: 3 clusters Score -2123065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2123065.250000 Penalty: 4810.755859
	Iteration 104Q: 3 clusters Score -2123065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2123065.750000 Penalty: 4810.755859
	Iteration 105Q: 3 clusters Score -2123066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2123067.250000 Penalty: 4810.755859
	Iteration 106Q: 3 clusters Score -2123067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2123069.000000 Penalty: 4810.755859
	Iteration 107Q: 3 clusters Score -2123069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2123073.500000 Penalty: 4810.755859
	Iteration 108Q: 3 clusters Score -2123074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2123078.250000 Penalty: 4810.755859
	Iteration 109Q: 3 clusters Score -2123078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2123080.000000 Penalty: 4810.755859
	Iteration 110Q: 3 clusters Score -2123080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2123084.500000 Penalty: 4810.755859
	Iteration 111Q: 3 clusters Score -2123084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2123085.250000 Penalty: 4810.755859
	Iteration 112Q: 3 clusters Score -2123085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2123089.750000 Penalty: 4810.755859
	Iteration 113Q: 3 clusters Score -2123090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2123088.750000 Penalty: 4810.755859
	Iteration 114Q: 3 clusters Score -2123089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2123092.000000 Penalty: 4810.755859
	Iteration 115Q: 3 clusters Score -2123092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2123093.500000 Penalty: 4810.755859
	Iteration 116Q: 3 clusters Score -2123094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2123095.250000 Penalty: 4810.755859
	Iteration 117Q: 3 clusters Score -2123095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2123097.250000 Penalty: 4810.755859
	Iteration 118Q: 3 clusters Score -2123097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2123097.750000 Penalty: 4810.755859
	Iteration 119Q: 3 clusters Score -2123098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2123101.500000 Penalty: 4810.755859
	Iteration 120F: 3 clusters Score -2123102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2123102.500000 Penalty: 4810.755859
	Iteration 121Q: 3 clusters Score -2123102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2123104.000000 Penalty: 4810.755859
	Iteration 122Q: 3 clusters Score -2123104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2123105.500000 Penalty: 4810.755859
	Iteration 123Q: 3 clusters Score -2123106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2123104.250000 Penalty: 4810.755859
	Iteration 124Q: 3 clusters Score -2123104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2123105.500000 Penalty: 4810.755859
	Iteration 125Q: 3 clusters Score -2123106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2123109.500000 Penalty: 4810.755859
	Iteration 126Q: 3 clusters Score -2123110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2123112.750000 Penalty: 4810.755859
	Iteration 127Q: 3 clusters Score -2123113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2123115.000000 Penalty: 4810.755859
	Iteration 128Q: 3 clusters Score -2123115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2123120.250000 Penalty: 4810.755859
	Iteration 129Q: 3 clusters Score -2123120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2123121.250000 Penalty: 4810.755859
	Iteration 130Q: 3 clusters Score -2123121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2123124.250000 Penalty: 4810.755859
	Iteration 131Q: 3 clusters Score -2123124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2123124.250000 Penalty: 4810.755859
	Iteration 132Q: 3 clusters Score -2123124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2123125.500000 Penalty: 4810.755859
	Iteration 133Q: 3 clusters Score -2123126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2123125.500000 Penalty: 4810.755859
	Iteration 134Q: 3 clusters Score -2123126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2123125.500000 Penalty: 4810.755859
	Iteration 135F: 3 clusters Score -2123126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.691406 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59921.980469 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59921.98 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60206.476562 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60206.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60625.828125 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60625.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60891.007812 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60891.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61058.351562 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -61058.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61166.234375 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -61166.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -61289.863281 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -61289.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61565.968750 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61565.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61800.789062 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61800.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61990.960938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -61990.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61990.960938 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -61990.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31257 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151344 members 
Mstep: Class 23 contains 177965 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
Score: -166459936.000000 Penalty: 83866.898438
Splitting cluster 12 changes total score from -166461056.000000 to -166459936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -64555.714844 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -64555.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62999.273438 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -62999.27 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63480.914062 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -63480.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63816.117188 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -63816.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64064.210938 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -64064.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64168.250000 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -64168.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64357.199219 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -64357.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64655.617188 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -64655.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64732.253906 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -64732.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64749.339844 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -64749.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64759.531250 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -64759.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64763.742188 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -64763.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64770.710938 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -64770.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64777.085938 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -64777.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64793.960938 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -64793.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64805.800781 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -64805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64823.007812 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -64823.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64835.000000 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -64835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64843.562500 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -64843.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64846.378906 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -64846.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64851.601562 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -64851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64859.992188 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -64859.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64869.343750 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -64869.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64875.722656 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -64875.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -64912.425781 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -64912.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64942.710938 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -64942.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64942.710938 Penalty: 3218.645508
	Iteration 25F: 3 clusters Score -64942.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 31257 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151344 members 
Mstep: Class 23 contains 177965 members 
Mstep: Class 24 contains 199 members 
Entering Unmasked Estep 
Score: -166459856.000000 Penalty: 83866.898438
Splitting cluster 13 changes total score from -166461056.000000 to -166459856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (31257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Entering Unmasked Estep 
Score: -4016747.000000 Penalty: 2566.799561
	Iteration 0F: 2 clusters Score -4016747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3995369.250000 Penalty: 5133.599121
	Iteration 0F: 3 clusters Score -3995369 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4003099.000000 Penalty: 5133.599121
	Iteration 1F: 3 clusters Score -4003099 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4003768.500000 Penalty: 5133.599121
	Iteration 2Q: 3 clusters Score -4003768 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4004520.750000 Penalty: 5133.599121
	Iteration 3Q: 3 clusters Score -4004521 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4005453.250000 Penalty: 5133.599121
	Iteration 4F: 3 clusters Score -4005453 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4006609.750000 Penalty: 5133.599121
	Iteration 5F: 3 clusters Score -4006610 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4008329.500000 Penalty: 5133.599121
	Iteration 6F: 3 clusters Score -4008330 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4010663.250000 Penalty: 5133.599121
	Iteration 7F: 3 clusters Score -4010663 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4013044.250000 Penalty: 5133.599121
	Iteration 8F: 3 clusters Score -4013044 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4014467.000000 Penalty: 5133.599121
	Iteration 9F: 3 clusters Score -4014467 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4014871.750000 Penalty: 5133.599121
	Iteration 10Q: 3 clusters Score -4014872 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4015042.250000 Penalty: 5133.599121
	Iteration 11Q: 3 clusters Score -4015042 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4015102.250000 Penalty: 5133.599121
	Iteration 12Q: 3 clusters Score -4015102 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4015141.250000 Penalty: 5133.599121
	Iteration 13Q: 3 clusters Score -4015141 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4015182.250000 Penalty: 5133.599121
	Iteration 14Q: 3 clusters Score -4015182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4015191.500000 Penalty: 5133.599121
	Iteration 15Q: 3 clusters Score -4015192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4015191.750000 Penalty: 5133.599121
	Iteration 16Q: 3 clusters Score -4015192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4015197.500000 Penalty: 5133.599121
	Iteration 17Q: 3 clusters Score -4015198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4015206.250000 Penalty: 5133.599121
	Iteration 18Q: 3 clusters Score -4015206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4015199.000000 Penalty: 5133.599121
	Iteration 19Q: 3 clusters Score -4015199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4015208.750000 Penalty: 5133.599121
	Iteration 20F: 3 clusters Score -4015209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4015204.500000 Penalty: 5133.599121
	Iteration 21Q: 3 clusters Score -4015204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4015200.750000 Penalty: 5133.599121
	Iteration 22Q: 3 clusters Score -4015201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4015210.750000 Penalty: 5133.599121
	Iteration 23Q: 3 clusters Score -4015211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4015212.750000 Penalty: 5133.599121
	Iteration 24Q: 3 clusters Score -4015213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4015211.000000 Penalty: 5133.599121
	Iteration 25Q: 3 clusters Score -4015211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4015217.750000 Penalty: 5133.599121
	Iteration 26Q: 3 clusters Score -4015218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4015219.500000 Penalty: 5133.599121
	Iteration 27Q: 3 clusters Score -4015220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4015219.000000 Penalty: 5133.599121
	Iteration 28Q: 3 clusters Score -4015219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4015217.500000 Penalty: 5133.599121
	Iteration 29Q: 3 clusters Score -4015218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4015216.000000 Penalty: 5133.599121
	Iteration 30Q: 3 clusters Score -4015216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4015216.750000 Penalty: 5133.599121
	Iteration 31Q: 3 clusters Score -4015217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4015218.250000 Penalty: 5133.599121
	Iteration 32Q: 3 clusters Score -4015218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4015218.250000 Penalty: 5133.599121
	Iteration 33F: 3 clusters Score -4015218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 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 289 members 
Entering Unmasked Estep 
Score: -67767.531250 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67767.53 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67978.460938 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67978.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68053.304688 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -68053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68081.085938 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68081.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68090.140625 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68090.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68095.875000 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -68095.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68099.679688 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -68099.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68101.101562 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -68101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68105.015625 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -68105.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68105.015625 Penalty: 3154.348633
	Iteration 9F: 3 clusters Score -68105.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Entering Unmasked Estep 
Score: -8982921.000000 Penalty: 2773.122559
	Iteration 0F: 2 clusters Score -8982921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8934967.000000 Penalty: 5546.245117
	Iteration 0F: 3 clusters Score -8934967 nChanged 33656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -8953993.000000 Penalty: 5546.245117
	Iteration 1F: 3 clusters Score -8953993 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8954614.000000 Penalty: 5546.245117
	Iteration 2Q: 3 clusters Score -8954614 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -8955248.000000 Penalty: 5546.245117
	Iteration 3Q: 3 clusters Score -8955248 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -8956088.000000 Penalty: 5546.245117
	Iteration 4Q: 3 clusters Score -8956088 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8956891.000000 Penalty: 5546.245117
	Iteration 5Q: 3 clusters Score -8956891 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8958122.000000 Penalty: 5546.245117
	Iteration 6Q: 3 clusters Score -8958122 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8959554.000000 Penalty: 5546.245117
	Iteration 7Q: 3 clusters Score -8959554 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -8961680.000000 Penalty: 5546.245117
	Iteration 8F: 3 clusters Score -8961680 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -8964389.000000 Penalty: 5546.245117
	Iteration 9F: 3 clusters Score -8964389 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -8967604.000000 Penalty: 5546.245117
	Iteration 10F: 3 clusters Score -8967604 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -8970999.000000 Penalty: 5546.245117
	Iteration 11F: 3 clusters Score -8970999 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -8974455.000000 Penalty: 5546.245117
	Iteration 12F: 3 clusters Score -8974455 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -8977607.000000 Penalty: 5546.245117
	Iteration 13Q: 3 clusters Score -8977607 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -8979346.000000 Penalty: 5546.245117
	Iteration 14Q: 3 clusters Score -8979346 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -8980003.000000 Penalty: 5546.245117
	Iteration 15Q: 3 clusters Score -8980003 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -8980290.000000 Penalty: 5546.245117
	Iteration 16Q: 3 clusters Score -8980290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -8980408.000000 Penalty: 5546.245117
	Iteration 17Q: 3 clusters Score -8980408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -8980496.000000 Penalty: 5546.245117
	Iteration 18Q: 3 clusters Score -8980496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -8980536.000000 Penalty: 5546.245117
	Iteration 19Q: 3 clusters Score -8980536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -8980596.000000 Penalty: 5546.245117
	Iteration 20F: 3 clusters Score -8980596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -8980610.000000 Penalty: 5546.245117
	Iteration 21Q: 3 clusters Score -8980610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -8980618.000000 Penalty: 5546.245117
	Iteration 22Q: 3 clusters Score -8980618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -8980640.000000 Penalty: 5546.245117
	Iteration 23Q: 3 clusters Score -8980640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -8980637.000000 Penalty: 5546.245117
	Iteration 24Q: 3 clusters Score -8980637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -8980629.000000 Penalty: 5546.245117
	Iteration 25Q: 3 clusters Score -8980629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -8980628.000000 Penalty: 5546.245117
	Iteration 26Q: 3 clusters Score -8980628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -8980635.000000 Penalty: 5546.245117
	Iteration 27Q: 3 clusters Score -8980635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -8980641.000000 Penalty: 5546.245117
	Iteration 28Q: 3 clusters Score -8980641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -8980638.000000 Penalty: 5546.245117
	Iteration 29Q: 3 clusters Score -8980638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -8980652.000000 Penalty: 5546.245117
	Iteration 30Q: 3 clusters Score -8980652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -8980653.000000 Penalty: 5546.245117
	Iteration 31Q: 3 clusters Score -8980653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -8980653.000000 Penalty: 5546.245117
	Iteration 32Q: 3 clusters Score -8980653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -8980658.000000 Penalty: 5546.245117
	Iteration 33Q: 3 clusters Score -8980658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -8980661.000000 Penalty: 5546.245117
	Iteration 34Q: 3 clusters Score -8980661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -8980662.000000 Penalty: 5546.245117
	Iteration 35Q: 3 clusters Score -8980662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -8980662.000000 Penalty: 5546.245117
	Iteration 36F: 3 clusters Score -8980662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Entering Unmasked Estep 
Score: -21659266.000000 Penalty: 2981.823730
	Iteration 0F: 2 clusters Score -2.165927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -21548534.000000 Penalty: 5963.647461
	Iteration 0F: 3 clusters Score -2.154853e+07 nChanged 79905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -21595072.000000 Penalty: 5963.647461
	Iteration 1F: 3 clusters Score -2.159507e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -21595748.000000 Penalty: 5963.647461
	Iteration 2Q: 3 clusters Score -2.159575e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -21596670.000000 Penalty: 5963.647461
	Iteration 3Q: 3 clusters Score -2.159667e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -21597572.000000 Penalty: 5963.647461
	Iteration 4Q: 3 clusters Score -2.159757e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -21598720.000000 Penalty: 5963.647461
	Iteration 5Q: 3 clusters Score -2.159872e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -21600540.000000 Penalty: 5963.647461
	Iteration 6Q: 3 clusters Score -2.160054e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98096 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -21603586.000000 Penalty: 5963.647461
	Iteration 7Q: 3 clusters Score -2.160359e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -21608122.000000 Penalty: 5963.647461
	Iteration 8F: 3 clusters Score -2.160812e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -21614862.000000 Penalty: 5963.647461
	Iteration 9F: 3 clusters Score -2.161486e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -21624020.000000 Penalty: 5963.647461
	Iteration 10F: 3 clusters Score -2.162402e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -21633228.000000 Penalty: 5963.647461
	Iteration 11F: 3 clusters Score -2.163323e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -21640658.000000 Penalty: 5963.647461
	Iteration 12F: 3 clusters Score -2.164066e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -21646076.000000 Penalty: 5963.647461
	Iteration 13Q: 3 clusters Score -2.164608e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -21649524.000000 Penalty: 5963.647461
	Iteration 14Q: 3 clusters Score -2.164952e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -21651914.000000 Penalty: 5963.647461
	Iteration 15Q: 3 clusters Score -2.165191e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -21653512.000000 Penalty: 5963.647461
	Iteration 16Q: 3 clusters Score -2.165351e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161470 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -21654460.000000 Penalty: 5963.647461
	Iteration 17Q: 3 clusters Score -2.165446e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21655196.000000 Penalty: 5963.647461
	Iteration 18Q: 3 clusters Score -2.16552e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21655726.000000 Penalty: 5963.647461
	Iteration 19Q: 3 clusters Score -2.165573e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21656096.000000 Penalty: 5963.647461
	Iteration 20F: 3 clusters Score -2.16561e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21656358.000000 Penalty: 5963.647461
	Iteration 21Q: 3 clusters Score -2.165636e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21656534.000000 Penalty: 5963.647461
	Iteration 22Q: 3 clusters Score -2.165653e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165166 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21656592.000000 Penalty: 5963.647461
	Iteration 23Q: 3 clusters Score -2.165659e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21656634.000000 Penalty: 5963.647461
	Iteration 24Q: 3 clusters Score -2.165663e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21656698.000000 Penalty: 5963.647461
	Iteration 25Q: 3 clusters Score -2.16567e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21656740.000000 Penalty: 5963.647461
	Iteration 26Q: 3 clusters Score -2.165674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21656754.000000 Penalty: 5963.647461
	Iteration 27Q: 3 clusters Score -2.165675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21656748.000000 Penalty: 5963.647461
	Iteration 28Q: 3 clusters Score -2.165675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21656762.000000 Penalty: 5963.647461
	Iteration 29Q: 3 clusters Score -2.165676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -21656768.000000 Penalty: 5963.647461
	Iteration 30Q: 3 clusters Score -2.165677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21656784.000000 Penalty: 5963.647461
	Iteration 31Q: 3 clusters Score -2.165678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21656814.000000 Penalty: 5963.647461
	Iteration 32Q: 3 clusters Score -2.165681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -21656828.000000 Penalty: 5963.647461
	Iteration 33Q: 3 clusters Score -2.165683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21656836.000000 Penalty: 5963.647461
	Iteration 34Q: 3 clusters Score -2.165684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -21656836.000000 Penalty: 5963.647461
	Iteration 35Q: 3 clusters Score -2.165684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21656826.000000 Penalty: 5963.647461
	Iteration 36Q: 3 clusters Score -2.165683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21656828.000000 Penalty: 5963.647461
	Iteration 37Q: 3 clusters Score -2.165683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21656838.000000 Penalty: 5963.647461
	Iteration 38Q: 3 clusters Score -2.165684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21656852.000000 Penalty: 5963.647461
	Iteration 39Q: 3 clusters Score -2.165685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21656844.000000 Penalty: 5963.647461
	Iteration 40F: 3 clusters Score -2.165684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21656852.000000 Penalty: 5963.647461
	Iteration 41Q: 3 clusters Score -2.165685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165855 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21656880.000000 Penalty: 5963.647461
	Iteration 42Q: 3 clusters Score -2.165688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21656878.000000 Penalty: 5963.647461
	Iteration 43Q: 3 clusters Score -2.165688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21656876.000000 Penalty: 5963.647461
	Iteration 44Q: 3 clusters Score -2.165688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165888 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21656882.000000 Penalty: 5963.647461
	Iteration 45Q: 3 clusters Score -2.165688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165901 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21656884.000000 Penalty: 5963.647461
	Iteration 46Q: 3 clusters Score -2.165688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21656896.000000 Penalty: 5963.647461
	Iteration 47Q: 3 clusters Score -2.16569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21656898.000000 Penalty: 5963.647461
	Iteration 48Q: 3 clusters Score -2.16569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21656876.000000 Penalty: 5963.647461
	Iteration 49Q: 3 clusters Score -2.165688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21656874.000000 Penalty: 5963.647461
	Iteration 50Q: 3 clusters Score -2.165687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21656880.000000 Penalty: 5963.647461
	Iteration 51Q: 3 clusters Score -2.165688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21656870.000000 Penalty: 5963.647461
	Iteration 52Q: 3 clusters Score -2.165687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21656862.000000 Penalty: 5963.647461
	Iteration 53Q: 3 clusters Score -2.165686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -21656870.000000 Penalty: 5963.647461
	Iteration 54Q: 3 clusters Score -2.165687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21656870.000000 Penalty: 5963.647461
	Iteration 55Q: 3 clusters Score -2.165687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21656872.000000 Penalty: 5963.647461
	Iteration 56Q: 3 clusters Score -2.165687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21656862.000000 Penalty: 5963.647461
	Iteration 57Q: 3 clusters Score -2.165686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21656884.000000 Penalty: 5963.647461
	Iteration 58Q: 3 clusters Score -2.165688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21656880.000000 Penalty: 5963.647461
	Iteration 59Q: 3 clusters Score -2.165688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21656884.000000 Penalty: 5963.647461
	Iteration 60F: 3 clusters Score -2.165688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21656884.000000 Penalty: 5963.647461
	Iteration 61Q: 3 clusters Score -2.165688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5963.647461
	Iteration 62Q: 3 clusters Score -2.165689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21656890.000000 Penalty: 5963.647461
	Iteration 63Q: 3 clusters Score -2.165689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5963.647461
	Iteration 64Q: 3 clusters Score -2.165689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21656904.000000 Penalty: 5963.647461
	Iteration 65Q: 3 clusters Score -2.16569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165985 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21656900.000000 Penalty: 5963.647461
	Iteration 66Q: 3 clusters Score -2.16569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21656892.000000 Penalty: 5963.647461
	Iteration 67Q: 3 clusters Score -2.165689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165990 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21656904.000000 Penalty: 5963.647461
	Iteration 68Q: 3 clusters Score -2.16569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5963.647461
	Iteration 69Q: 3 clusters Score -2.165689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21656888.000000 Penalty: 5963.647461
	Iteration 70Q: 3 clusters Score -2.165689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21656884.000000 Penalty: 5963.647461
	Iteration 71Q: 3 clusters Score -2.165688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21656886.000000 Penalty: 5963.647461
	Iteration 72Q: 3 clusters Score -2.165689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21656894.000000 Penalty: 5963.647461
	Iteration 73Q: 3 clusters Score -2.165689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21656886.000000 Penalty: 5963.647461
	Iteration 74Q: 3 clusters Score -2.165689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21656882.000000 Penalty: 5963.647461
	Iteration 75Q: 3 clusters Score -2.165688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21656886.000000 Penalty: 5963.647461
	Iteration 76Q: 3 clusters Score -2.165689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21656896.000000 Penalty: 5963.647461
	Iteration 77Q: 3 clusters Score -2.16569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21656886.000000 Penalty: 5963.647461
	Iteration 78Q: 3 clusters Score -2.165689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21656886.000000 Penalty: 5963.647461
	Iteration 79F: 3 clusters Score -2.165689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Entering Unmasked Estep 
Score: -1438310.250000 Penalty: 2321.804932
	Iteration 0F: 2 clusters Score -1438310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1429648.125000 Penalty: 4643.609863
	Iteration 0F: 3 clusters Score -1429648 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1432443.750000 Penalty: 4643.609863
	Iteration 1F: 3 clusters Score -1432444 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1432956.125000 Penalty: 4643.609863
	Iteration 2F: 3 clusters Score -1432956 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1433422.375000 Penalty: 4643.609863
	Iteration 3F: 3 clusters Score -1433422 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1433910.500000 Penalty: 4643.609863
	Iteration 4F: 3 clusters Score -1433910 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1434491.625000 Penalty: 4643.609863
	Iteration 5F: 3 clusters Score -1434492 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1435170.000000 Penalty: 4643.609863
	Iteration 6F: 3 clusters Score -1435170 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1435802.000000 Penalty: 4643.609863
	Iteration 7F: 3 clusters Score -1435802 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1436289.750000 Penalty: 4643.609863
	Iteration 8Q: 3 clusters Score -1436290 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1436619.875000 Penalty: 4643.609863
	Iteration 9Q: 3 clusters Score -1436620 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1436852.500000 Penalty: 4643.609863
	Iteration 10Q: 3 clusters Score -1436852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1436999.375000 Penalty: 4643.609863
	Iteration 11Q: 3 clusters Score -1436999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1437097.500000 Penalty: 4643.609863
	Iteration 12Q: 3 clusters Score -1437098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1437170.250000 Penalty: 4643.609863
	Iteration 13Q: 3 clusters Score -1437170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1437222.000000 Penalty: 4643.609863
	Iteration 14Q: 3 clusters Score -1437222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1437279.750000 Penalty: 4643.609863
	Iteration 15Q: 3 clusters Score -1437280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1437321.000000 Penalty: 4643.609863
	Iteration 16Q: 3 clusters Score -1437321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1437355.125000 Penalty: 4643.609863
	Iteration 17Q: 3 clusters Score -1437355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1437378.250000 Penalty: 4643.609863
	Iteration 18Q: 3 clusters Score -1437378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1437400.375000 Penalty: 4643.609863
	Iteration 19Q: 3 clusters Score -1437400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1437421.250000 Penalty: 4643.609863
	Iteration 20F: 3 clusters Score -1437421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1437462.500000 Penalty: 4643.609863
	Iteration 21Q: 3 clusters Score -1437462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1437502.250000 Penalty: 4643.609863
	Iteration 22Q: 3 clusters Score -1437502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1437530.000000 Penalty: 4643.609863
	Iteration 23Q: 3 clusters Score -1437530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1437548.500000 Penalty: 4643.609863
	Iteration 24Q: 3 clusters Score -1437548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1437556.000000 Penalty: 4643.609863
	Iteration 25Q: 3 clusters Score -1437556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1437565.000000 Penalty: 4643.609863
	Iteration 26Q: 3 clusters Score -1437565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1437574.250000 Penalty: 4643.609863
	Iteration 27Q: 3 clusters Score -1437574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1437575.625000 Penalty: 4643.609863
	Iteration 28Q: 3 clusters Score -1437576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1437580.250000 Penalty: 4643.609863
	Iteration 29Q: 3 clusters Score -1437580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1437586.125000 Penalty: 4643.609863
	Iteration 30Q: 3 clusters Score -1437586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1437585.500000 Penalty: 4643.609863
	Iteration 31Q: 3 clusters Score -1437586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1437590.625000 Penalty: 4643.609863
	Iteration 32Q: 3 clusters Score -1437591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1437595.750000 Penalty: 4643.609863
	Iteration 33Q: 3 clusters Score -1437596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1437594.625000 Penalty: 4643.609863
	Iteration 34Q: 3 clusters Score -1437595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1437593.250000 Penalty: 4643.609863
	Iteration 35Q: 3 clusters Score -1437593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1437594.875000 Penalty: 4643.609863
	Iteration 36Q: 3 clusters Score -1437595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1437596.000000 Penalty: 4643.609863
	Iteration 37Q: 3 clusters Score -1437596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1437596.000000 Penalty: 4643.609863
	Iteration 38Q: 3 clusters Score -1437596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1437597.625000 Penalty: 4643.609863
	Iteration 39Q: 3 clusters Score -1437598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1437598.250000 Penalty: 4643.609863
	Iteration 40F: 3 clusters Score -1437598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1437597.375000 Penalty: 4643.609863
	Iteration 41Q: 3 clusters Score -1437597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1437599.750000 Penalty: 4643.609863
	Iteration 42Q: 3 clusters Score -1437600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1437599.750000 Penalty: 4643.609863
	Iteration 43F: 3 clusters Score -1437600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Entering Unmasked Estep 
Score: -1016048.750000 Penalty: 2239.444092
	Iteration 0F: 2 clusters Score -1016049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1009401.750000 Penalty: 4478.888184
	Iteration 0F: 3 clusters Score -1009402 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1011458.562500 Penalty: 4478.888184
	Iteration 1F: 3 clusters Score -1011459 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1011971.750000 Penalty: 4478.888184
	Iteration 2F: 3 clusters Score -1011972 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1012395.375000 Penalty: 4478.888184
	Iteration 3F: 3 clusters Score -1012395 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1012790.500000 Penalty: 4478.888184
	Iteration 4F: 3 clusters Score -1012790 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1013128.687500 Penalty: 4478.888184
	Iteration 5F: 3 clusters Score -1013129 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1013462.062500 Penalty: 4478.888184
	Iteration 6F: 3 clusters Score -1013462 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1013776.125000 Penalty: 4478.888184
	Iteration 7F: 3 clusters Score -1013776 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1014019.312500 Penalty: 4478.888184
	Iteration 8Q: 3 clusters Score -1014019 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1014212.625000 Penalty: 4478.888184
	Iteration 9Q: 3 clusters Score -1014213 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1014354.062500 Penalty: 4478.888184
	Iteration 10Q: 3 clusters Score -1014354 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1014454.687500 Penalty: 4478.888184
	Iteration 11Q: 3 clusters Score -1014455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1014524.875000 Penalty: 4478.888184
	Iteration 12Q: 3 clusters Score -1014525 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1014569.750000 Penalty: 4478.888184
	Iteration 13Q: 3 clusters Score -1014570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1014603.062500 Penalty: 4478.888184
	Iteration 14Q: 3 clusters Score -1014603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1014630.312500 Penalty: 4478.888184
	Iteration 15Q: 3 clusters Score -1014630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1014648.062500 Penalty: 4478.888184
	Iteration 16Q: 3 clusters Score -1014648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1014663.062500 Penalty: 4478.888184
	Iteration 17Q: 3 clusters Score -1014663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1014678.875000 Penalty: 4478.888184
	Iteration 18Q: 3 clusters Score -1014679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1014689.437500 Penalty: 4478.888184
	Iteration 19Q: 3 clusters Score -1014689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1014699.937500 Penalty: 4478.888184
	Iteration 20F: 3 clusters Score -1014700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1014716.750000 Penalty: 4478.888184
	Iteration 21Q: 3 clusters Score -1014717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1014732.375000 Penalty: 4478.888184
	Iteration 22Q: 3 clusters Score -1014732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1014743.000000 Penalty: 4478.888184
	Iteration 23Q: 3 clusters Score -1014743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1014748.875000 Penalty: 4478.888184
	Iteration 24Q: 3 clusters Score -1014749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1014768.250000 Penalty: 4478.888184
	Iteration 25Q: 3 clusters Score -1014768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1014783.812500 Penalty: 4478.888184
	Iteration 26Q: 3 clusters Score -1014784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1014799.562500 Penalty: 4478.888184
	Iteration 27Q: 3 clusters Score -1014800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1014816.687500 Penalty: 4478.888184
	Iteration 28Q: 3 clusters Score -1014817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1014826.625000 Penalty: 4478.888184
	Iteration 29Q: 3 clusters Score -1014827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1014834.187500 Penalty: 4478.888184
	Iteration 30Q: 3 clusters Score -1014834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1014842.250000 Penalty: 4478.888184
	Iteration 31Q: 3 clusters Score -1014842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1014850.875000 Penalty: 4478.888184
	Iteration 32Q: 3 clusters Score -1014851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1014857.187500 Penalty: 4478.888184
	Iteration 33Q: 3 clusters Score -1014857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1014859.000000 Penalty: 4478.888184
	Iteration 34Q: 3 clusters Score -1014859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1014865.250000 Penalty: 4478.888184
	Iteration 35Q: 3 clusters Score -1014865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1014869.312500 Penalty: 4478.888184
	Iteration 36Q: 3 clusters Score -1014869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1014873.750000 Penalty: 4478.888184
	Iteration 37Q: 3 clusters Score -1014874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1014881.062500 Penalty: 4478.888184
	Iteration 38Q: 3 clusters Score -1014881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1014884.562500 Penalty: 4478.888184
	Iteration 39Q: 3 clusters Score -1014885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1014885.750000 Penalty: 4478.888184
	Iteration 40F: 3 clusters Score -1014886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1014887.062500 Penalty: 4478.888184
	Iteration 41Q: 3 clusters Score -1014887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1014889.312500 Penalty: 4478.888184
	Iteration 42Q: 3 clusters Score -1014889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1014890.125000 Penalty: 4478.888184
	Iteration 43Q: 3 clusters Score -1014890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1014890.750000 Penalty: 4478.888184
	Iteration 44Q: 3 clusters Score -1014891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1014889.562500 Penalty: 4478.888184
	Iteration 45Q: 3 clusters Score -1014890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1014888.750000 Penalty: 4478.888184
	Iteration 46Q: 3 clusters Score -1014889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1014890.625000 Penalty: 4478.888184
	Iteration 47Q: 3 clusters Score -1014891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1014891.125000 Penalty: 4478.888184
	Iteration 48Q: 3 clusters Score -1014891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1014889.375000 Penalty: 4478.888184
	Iteration 49Q: 3 clusters Score -1014889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1014891.187500 Penalty: 4478.888184
	Iteration 50Q: 3 clusters Score -1014891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1014892.125000 Penalty: 4478.888184
	Iteration 51Q: 3 clusters Score -1014892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1014892.750000 Penalty: 4478.888184
	Iteration 52Q: 3 clusters Score -1014893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1014892.750000 Penalty: 4478.888184
	Iteration 53F: 3 clusters Score -1014893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Entering Unmasked Estep 
Score: -20597236.000000 Penalty: 2969.743164
	Iteration 0F: 2 clusters Score -2.059724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -20492090.000000 Penalty: 5939.486328
	Iteration 0F: 3 clusters Score -2.049209e+07 nChanged 76067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -20535500.000000 Penalty: 5939.486328
	Iteration 1F: 3 clusters Score -2.05355e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -20536028.000000 Penalty: 5939.486328
	Iteration 2Q: 3 clusters Score -2.053603e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -20536558.000000 Penalty: 5939.486328
	Iteration 3Q: 3 clusters Score -2.053656e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -20537172.000000 Penalty: 5939.486328
	Iteration 4Q: 3 clusters Score -2.053717e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -20537770.000000 Penalty: 5939.486328
	Iteration 5Q: 3 clusters Score -2.053777e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -20538452.000000 Penalty: 5939.486328
	Iteration 6Q: 3 clusters Score -2.053845e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -20539810.000000 Penalty: 5939.486328
	Iteration 7Q: 3 clusters Score -2.053981e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -20542066.000000 Penalty: 5939.486328
	Iteration 8Q: 3 clusters Score -2.054207e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -20546056.000000 Penalty: 5939.486328
	Iteration 9F: 3 clusters Score -2.054606e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -20553096.000000 Penalty: 5939.486328
	Iteration 10F: 3 clusters Score -2.05531e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -20564138.000000 Penalty: 5939.486328
	Iteration 11F: 3 clusters Score -2.056414e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -20576890.000000 Penalty: 5939.486328
	Iteration 12F: 3 clusters Score -2.057689e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -20586838.000000 Penalty: 5939.486328
	Iteration 13F: 3 clusters Score -2.058684e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20591840.000000 Penalty: 5939.486328
	Iteration 14Q: 3 clusters Score -2.059184e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20593734.000000 Penalty: 5939.486328
	Iteration 15Q: 3 clusters Score -2.059373e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20594172.000000 Penalty: 5939.486328
	Iteration 16Q: 3 clusters Score -2.059417e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20594382.000000 Penalty: 5939.486328
	Iteration 17Q: 3 clusters Score -2.059438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20594462.000000 Penalty: 5939.486328
	Iteration 18Q: 3 clusters Score -2.059446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20594500.000000 Penalty: 5939.486328
	Iteration 19Q: 3 clusters Score -2.05945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20594512.000000 Penalty: 5939.486328
	Iteration 20F: 3 clusters Score -2.059451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20594514.000000 Penalty: 5939.486328
	Iteration 21Q: 3 clusters Score -2.059451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20594534.000000 Penalty: 5939.486328
	Iteration 22Q: 3 clusters Score -2.059453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20594548.000000 Penalty: 5939.486328
	Iteration 23Q: 3 clusters Score -2.059455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20594544.000000 Penalty: 5939.486328
	Iteration 24Q: 3 clusters Score -2.059454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20594546.000000 Penalty: 5939.486328
	Iteration 25Q: 3 clusters Score -2.059455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20594562.000000 Penalty: 5939.486328
	Iteration 26Q: 3 clusters Score -2.059456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158490 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20594570.000000 Penalty: 5939.486328
	Iteration 27Q: 3 clusters Score -2.059457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20594580.000000 Penalty: 5939.486328
	Iteration 28Q: 3 clusters Score -2.059458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20594578.000000 Penalty: 5939.486328
	Iteration 29Q: 3 clusters Score -2.059458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158495 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20594584.000000 Penalty: 5939.486328
	Iteration 30Q: 3 clusters Score -2.059458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20594598.000000 Penalty: 5939.486328
	Iteration 31Q: 3 clusters Score -2.05946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20594604.000000 Penalty: 5939.486328
	Iteration 32Q: 3 clusters Score -2.05946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20594604.000000 Penalty: 5939.486328
	Iteration 33Q: 3 clusters Score -2.05946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20594604.000000 Penalty: 5939.486328
	Iteration 34F: 3 clusters Score -2.05946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -539833.687500 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -539833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -535733.375000 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -535733.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -536628.812500 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -536628.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -536879.500000 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -536879.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -537037.437500 Penalty: 4149.142578
	Iteration 3F: 3 clusters Score -537037.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -537139.562500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -537139.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -537210.062500 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -537210.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -537269.250000 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -537269.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -537320.375000 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -537320.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -537361.062500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -537361.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -537391.562500 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -537391.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -537415.812500 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -537415.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -537436.937500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -537436.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -537446.562500 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -537446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -537456.687500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -537456.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -537463.437500 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -537463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -537468.625000 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -537468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -537472.125000 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -537472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -537473.562500 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -537473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -537474.875000 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -537474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -537477.000000 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -537477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -537481.312500 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -537481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -537486.250000 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -537486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -537492.562500 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -537492.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -537498.250000 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -537498.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -537507.500000 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -537507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -537511.437500 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -537511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -537511.562500 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -537511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -537515.812500 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -537515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -537518.000000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -537518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -537520.250000 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -537520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -537522.437500 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -537522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -537523.625000 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -537523.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -537525.750000 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -537525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -537528.062500 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -537528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -537529.875000 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -537529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -537530.312500 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -537530.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -537531.937500 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -537531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -537534.375000 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -537534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -537537.750000 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -537537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -537540.562500 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -537540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -537540.875000 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -537540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -537543.875000 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -537543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -537543.375000 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -537543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -537543.375000 Penalty: 4149.142578
	Iteration 43F: 3 clusters Score -537543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Entering Unmasked Estep 
Score: -19404234.000000 Penalty: 2957.973145
	Iteration 0F: 2 clusters Score -1.940423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -19302390.000000 Penalty: 5915.946289
	Iteration 0F: 3 clusters Score -1.930239e+07 nChanged 72724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -19344962.000000 Penalty: 5915.946289
	Iteration 1F: 3 clusters Score -1.934496e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -19346222.000000 Penalty: 5915.946289
	Iteration 2Q: 3 clusters Score -1.934622e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -19348448.000000 Penalty: 5915.946289
	Iteration 3Q: 3 clusters Score -1.934845e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -19352910.000000 Penalty: 5915.946289
	Iteration 4F: 3 clusters Score -1.935291e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -19360834.000000 Penalty: 5915.946289
	Iteration 5F: 3 clusters Score -1.936083e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -19372896.000000 Penalty: 5915.946289
	Iteration 6F: 3 clusters Score -1.93729e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -19386452.000000 Penalty: 5915.946289
	Iteration 7F: 3 clusters Score -1.938645e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -19395894.000000 Penalty: 5915.946289
	Iteration 8F: 3 clusters Score -1.939589e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19399754.000000 Penalty: 5915.946289
	Iteration 9Q: 3 clusters Score -1.939975e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -19401034.000000 Penalty: 5915.946289
	Iteration 10Q: 3 clusters Score -1.940103e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19401384.000000 Penalty: 5915.946289
	Iteration 11Q: 3 clusters Score -1.940138e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19401508.000000 Penalty: 5915.946289
	Iteration 12Q: 3 clusters Score -1.940151e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19401584.000000 Penalty: 5915.946289
	Iteration 13Q: 3 clusters Score -1.940158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19401614.000000 Penalty: 5915.946289
	Iteration 14Q: 3 clusters Score -1.940161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19401636.000000 Penalty: 5915.946289
	Iteration 15Q: 3 clusters Score -1.940164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19401654.000000 Penalty: 5915.946289
	Iteration 16Q: 3 clusters Score -1.940165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19401662.000000 Penalty: 5915.946289
	Iteration 17Q: 3 clusters Score -1.940166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19401694.000000 Penalty: 5915.946289
	Iteration 18Q: 3 clusters Score -1.940169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19401708.000000 Penalty: 5915.946289
	Iteration 19Q: 3 clusters Score -1.940171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19401702.000000 Penalty: 5915.946289
	Iteration 20F: 3 clusters Score -1.94017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19401702.000000 Penalty: 5915.946289
	Iteration 21Q: 3 clusters Score -1.94017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19401708.000000 Penalty: 5915.946289
	Iteration 22Q: 3 clusters Score -1.940171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19401700.000000 Penalty: 5915.946289
	Iteration 23Q: 3 clusters Score -1.94017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19401710.000000 Penalty: 5915.946289
	Iteration 24Q: 3 clusters Score -1.940171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19401712.000000 Penalty: 5915.946289
	Iteration 25Q: 3 clusters Score -1.940171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19401702.000000 Penalty: 5915.946289
	Iteration 26Q: 3 clusters Score -1.94017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19401702.000000 Penalty: 5915.946289
	Iteration 27Q: 3 clusters Score -1.94017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19401704.000000 Penalty: 5915.946289
	Iteration 28Q: 3 clusters Score -1.94017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19401704.000000 Penalty: 5915.946289
	Iteration 29Q: 3 clusters Score -1.94017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19401708.000000 Penalty: 5915.946289
	Iteration 30Q: 3 clusters Score -1.940171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19401706.000000 Penalty: 5915.946289
	Iteration 31Q: 3 clusters Score -1.940171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19401714.000000 Penalty: 5915.946289
	Iteration 32Q: 3 clusters Score -1.940171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19401710.000000 Penalty: 5915.946289
	Iteration 33Q: 3 clusters Score -1.940171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19401710.000000 Penalty: 5915.946289
	Iteration 34F: 3 clusters Score -1.940171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177965 members 
Entering Unmasked Estep 
Score: -22910830.000000 Penalty: 2998.156738
	Iteration 0F: 2 clusters Score -2.291083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -22792990.000000 Penalty: 5996.313477
	Iteration 0F: 3 clusters Score -2.279299e+07 nChanged 85306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -22842946.000000 Penalty: 5996.313477
	Iteration 1F: 3 clusters Score -2.284295e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -22844802.000000 Penalty: 5996.313477
	Iteration 2Q: 3 clusters Score -2.28448e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -22847912.000000 Penalty: 5996.313477
	Iteration 3Q: 3 clusters Score -2.284791e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -22853596.000000 Penalty: 5996.313477
	Iteration 4F: 3 clusters Score -2.28536e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129492 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -22863264.000000 Penalty: 5996.313477
	Iteration 5F: 3 clusters Score -2.286326e+07 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -22877754.000000 Penalty: 5996.313477
	Iteration 6F: 3 clusters Score -2.287775e+07 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -22893236.000000 Penalty: 5996.313477
	Iteration 7F: 3 clusters Score -2.289324e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -22902866.000000 Penalty: 5996.313477
	Iteration 8F: 3 clusters Score -2.290287e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22906530.000000 Penalty: 5996.313477
	Iteration 9Q: 3 clusters Score -2.290653e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22907648.000000 Penalty: 5996.313477
	Iteration 10Q: 3 clusters Score -2.290765e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177491 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22908028.000000 Penalty: 5996.313477
	Iteration 11Q: 3 clusters Score -2.290803e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22908144.000000 Penalty: 5996.313477
	Iteration 12Q: 3 clusters Score -2.290814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22908220.000000 Penalty: 5996.313477
	Iteration 13Q: 3 clusters Score -2.290822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22908262.000000 Penalty: 5996.313477
	Iteration 14Q: 3 clusters Score -2.290826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22908300.000000 Penalty: 5996.313477
	Iteration 15Q: 3 clusters Score -2.29083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22908324.000000 Penalty: 5996.313477
	Iteration 16Q: 3 clusters Score -2.290832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22908324.000000 Penalty: 5996.313477
	Iteration 17Q: 3 clusters Score -2.290832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22908328.000000 Penalty: 5996.313477
	Iteration 18Q: 3 clusters Score -2.290833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22908348.000000 Penalty: 5996.313477
	Iteration 19Q: 3 clusters Score -2.290835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22908370.000000 Penalty: 5996.313477
	Iteration 20F: 3 clusters Score -2.290837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177627 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22908372.000000 Penalty: 5996.313477
	Iteration 21Q: 3 clusters Score -2.290837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22908370.000000 Penalty: 5996.313477
	Iteration 22Q: 3 clusters Score -2.290837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22908370.000000 Penalty: 5996.313477
	Iteration 23Q: 3 clusters Score -2.290837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22908370.000000 Penalty: 5996.313477
	Iteration 24F: 3 clusters Score -2.290837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 195529 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31257 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151344 members 
Mstep: Class 23 contains 177965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461072.000000 Penalty: 80372.445312
Iteration 359Q: 24 clusters Score -1.664611e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59846 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182212 members 
Mstep: Class 6 contains 195527 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12473 members 
Mstep: Class 10 contains 20174 members 
Mstep: Class 11 contains 16304 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31259 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 166631 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158697 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151338 members 
Mstep: Class 23 contains 177957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460992.000000 Penalty: 80372.445312
Iteration 360F: 24 clusters Score -1.66461e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59887 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182186 members 
Mstep: Class 6 contains 195517 members 
Mstep: Class 7 contains 39237 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 10 contains 20172 members 
Mstep: Class 11 contains 16305 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71807 members 
Mstep: Class 17 contains 166635 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158702 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151340 members 
Mstep: Class 23 contains 177952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166460944.000000 Penalty: 80372.445312
Iteration 361Q: 24 clusters Score -1.664609e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 59930 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182167 members 
Mstep: Class 6 contains 195509 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 12470 members 
Mstep: Class 10 contains 20171 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31267 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71798 members 
Mstep: Class 17 contains 166625 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158702 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151335 members 
Mstep: Class 23 contains 177951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461072.000000 Penalty: 80372.445312
Iteration 362Q: 24 clusters Score -1.664611e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 59964 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182155 members 
Mstep: Class 6 contains 195510 members 
Mstep: Class 7 contains 39235 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 10 contains 20173 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31273 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71796 members 
Mstep: Class 17 contains 166621 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158702 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151317 members 
Mstep: Class 23 contains 177946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461248.000000 Penalty: 80372.445312
Iteration 363Q: 24 clusters Score -1.664612e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 60005 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182145 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39233 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 10 contains 20172 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71786 members 
Mstep: Class 17 contains 166618 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158703 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151294 members 
Mstep: Class 23 contains 177938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461200.000000 Penalty: 80372.445312
Iteration 364Q: 24 clusters Score -1.664612e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 60047 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182126 members 
Mstep: Class 6 contains 195532 members 
Mstep: Class 7 contains 39230 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12468 members 
Mstep: Class 10 contains 20172 members 
Mstep: Class 11 contains 16311 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31287 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71783 members 
Mstep: Class 17 contains 166622 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 158698 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 151271 members 
Mstep: Class 23 contains 177927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461168.000000 Penalty: 80372.445312
Iteration 365Q: 24 clusters Score -1.664612e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60092 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182094 members 
Mstep: Class 6 contains 195536 members 
Mstep: Class 7 contains 39228 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12467 members 
Mstep: Class 10 contains 20172 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71777 members 
Mstep: Class 17 contains 166625 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 158692 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151264 members 
Mstep: Class 23 contains 177918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461264.000000 Penalty: 80372.445312
Iteration 366Q: 24 clusters Score -1.664613e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 60127 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182075 members 
Mstep: Class 6 contains 195552 members 
Mstep: Class 7 contains 39226 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12466 members 
Mstep: Class 10 contains 20171 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31291 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71775 members 
Mstep: Class 17 contains 166623 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 158690 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151250 members 
Mstep: Class 23 contains 177909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461200.000000 Penalty: 80372.445312
Iteration 367Q: 24 clusters Score -1.664612e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 60171 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182070 members 
Mstep: Class 6 contains 195554 members 
Mstep: Class 7 contains 39228 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12466 members 
Mstep: Class 10 contains 20170 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31297 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71771 members 
Mstep: Class 17 contains 166617 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 158686 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151232 members 
Mstep: Class 23 contains 177895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461232.000000 Penalty: 80372.445312
Iteration 368Q: 24 clusters Score -1.664612e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 60215 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182052 members 
Mstep: Class 6 contains 195555 members 
Mstep: Class 7 contains 39228 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12466 members 
Mstep: Class 10 contains 20168 members 
Mstep: Class 11 contains 16318 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31299 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71770 members 
Mstep: Class 17 contains 166609 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 158682 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151229 members 
Mstep: Class 23 contains 177885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461280.000000 Penalty: 80372.445312
Iteration 369Q: 24 clusters Score -1.664613e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 60253 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182043 members 
Mstep: Class 6 contains 195557 members 
Mstep: Class 7 contains 39226 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12465 members 
Mstep: Class 10 contains 20167 members 
Mstep: Class 11 contains 16320 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31304 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71769 members 
Mstep: Class 17 contains 166599 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 8341 members 
Mstep: Class 20 contains 158677 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151225 members 
Mstep: Class 23 contains 177876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461392.000000 Penalty: 80372.445312
Iteration 370Q: 24 clusters Score -1.664614e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 60273 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182048 members 
Mstep: Class 6 contains 195547 members 
Mstep: Class 7 contains 39222 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12466 members 
Mstep: Class 10 contains 20167 members 
Mstep: Class 11 contains 16320 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31308 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71769 members 
Mstep: Class 17 contains 166593 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 158673 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151228 members 
Mstep: Class 23 contains 177871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461488.000000 Penalty: 80372.445312
Iteration 371Q: 24 clusters Score -1.664615e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 60297 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182056 members 
Mstep: Class 6 contains 195545 members 
Mstep: Class 7 contains 39224 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12465 members 
Mstep: Class 10 contains 20168 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31312 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71771 members 
Mstep: Class 17 contains 166591 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 158666 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151213 members 
Mstep: Class 23 contains 177861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461568.000000 Penalty: 80372.445312
Iteration 372Q: 24 clusters Score -1.664616e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 60322 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182054 members 
Mstep: Class 6 contains 195549 members 
Mstep: Class 7 contains 39224 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 20167 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31317 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71769 members 
Mstep: Class 17 contains 166582 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 158662 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151205 members 
Mstep: Class 23 contains 177852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 373Q: 24 clusters Score -1.664615e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 60343 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182057 members 
Mstep: Class 6 contains 195553 members 
Mstep: Class 7 contains 39221 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12463 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 16317 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31322 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71767 members 
Mstep: Class 17 contains 166584 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 158656 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151198 members 
Mstep: Class 23 contains 177841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461488.000000 Penalty: 80372.445312
Iteration 374Q: 24 clusters Score -1.664615e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 60360 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182066 members 
Mstep: Class 6 contains 195562 members 
Mstep: Class 7 contains 39219 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12463 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31327 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71767 members 
Mstep: Class 17 contains 166583 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151188 members 
Mstep: Class 23 contains 177815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 375Q: 24 clusters Score -1.664615e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60383 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182065 members 
Mstep: Class 6 contains 195575 members 
Mstep: Class 7 contains 39219 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12463 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31332 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71768 members 
Mstep: Class 17 contains 166577 members 
Mstep: Class 18 contains 11630 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151182 members 
Mstep: Class 23 contains 177791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461568.000000 Penalty: 80372.445312
Iteration 376Q: 24 clusters Score -1.664616e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60400 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182077 members 
Mstep: Class 6 contains 195577 members 
Mstep: Class 7 contains 39220 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12462 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31340 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71766 members 
Mstep: Class 17 contains 166572 members 
Mstep: Class 18 contains 11629 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151178 members 
Mstep: Class 23 contains 177764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461664.000000 Penalty: 80372.445312
Iteration 377Q: 24 clusters Score -1.664617e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60432 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182080 members 
Mstep: Class 6 contains 195596 members 
Mstep: Class 7 contains 39217 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12460 members 
Mstep: Class 10 contains 20166 members 
Mstep: Class 11 contains 16311 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31352 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71764 members 
Mstep: Class 17 contains 166566 members 
Mstep: Class 18 contains 11627 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151167 members 
Mstep: Class 23 contains 177731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461520.000000 Penalty: 80372.445312
Iteration 378Q: 24 clusters Score -1.664615e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60458 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182075 members 
Mstep: Class 6 contains 195622 members 
Mstep: Class 7 contains 39218 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12458 members 
Mstep: Class 10 contains 20165 members 
Mstep: Class 11 contains 16310 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31371 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71756 members 
Mstep: Class 17 contains 166554 members 
Mstep: Class 18 contains 11625 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151160 members 
Mstep: Class 23 contains 177692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461504.000000 Penalty: 80372.445312
Iteration 379Q: 24 clusters Score -1.664615e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60489 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182078 members 
Mstep: Class 6 contains 195633 members 
Mstep: Class 7 contains 39216 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12455 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71750 members 
Mstep: Class 17 contains 166540 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151157 members 
Mstep: Class 23 contains 177660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461520.000000 Penalty: 80372.445312
Iteration 380F: 24 clusters Score -1.664615e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 60517 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182084 members 
Mstep: Class 6 contains 195648 members 
Mstep: Class 7 contains 39215 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12454 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 16306 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31409 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71745 members 
Mstep: Class 17 contains 166527 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151149 members 
Mstep: Class 23 contains 177626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461456.000000 Penalty: 80372.445312
Iteration 381Q: 24 clusters Score -1.664615e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 60531 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182109 members 
Mstep: Class 6 contains 195658 members 
Mstep: Class 7 contains 39215 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12454 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 16305 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31431 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71743 members 
Mstep: Class 17 contains 166525 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151133 members 
Mstep: Class 23 contains 177579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 382Q: 24 clusters Score -1.664614e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 60548 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182136 members 
Mstep: Class 6 contains 195653 members 
Mstep: Class 7 contains 39212 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12453 members 
Mstep: Class 10 contains 20161 members 
Mstep: Class 11 contains 16306 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31457 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71742 members 
Mstep: Class 17 contains 166516 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151126 members 
Mstep: Class 23 contains 177536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 383Q: 24 clusters Score -1.664613e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 60558 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182173 members 
Mstep: Class 6 contains 195631 members 
Mstep: Class 7 contains 39211 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31481 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71738 members 
Mstep: Class 17 contains 166520 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151118 members 
Mstep: Class 23 contains 177501 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 384Q: 24 clusters Score -1.664614e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 60573 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182211 members 
Mstep: Class 6 contains 195622 members 
Mstep: Class 7 contains 39207 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12448 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31505 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71737 members 
Mstep: Class 17 contains 166523 members 
Mstep: Class 18 contains 11614 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151094 members 
Mstep: Class 23 contains 177466 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 385Q: 24 clusters Score -1.664612e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 60593 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182236 members 
Mstep: Class 6 contains 195602 members 
Mstep: Class 7 contains 39205 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12448 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31531 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71736 members 
Mstep: Class 17 contains 166526 members 
Mstep: Class 18 contains 11611 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151086 members 
Mstep: Class 23 contains 177424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 24 clusters Score -1.664613e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 60620 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182255 members 
Mstep: Class 6 contains 195593 members 
Mstep: Class 7 contains 39201 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12446 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31546 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71738 members 
Mstep: Class 17 contains 166525 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151073 members 
Mstep: Class 23 contains 177393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 24 clusters Score -1.664614e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 60652 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182260 members 
Mstep: Class 6 contains 195584 members 
Mstep: Class 7 contains 39202 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31561 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71732 members 
Mstep: Class 17 contains 166525 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 8332 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151069 members 
Mstep: Class 23 contains 177367 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 24 clusters Score -1.664614e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 60685 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182252 members 
Mstep: Class 6 contains 195601 members 
Mstep: Class 7 contains 39200 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12440 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31571 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71723 members 
Mstep: Class 17 contains 166527 members 
Mstep: Class 18 contains 11604 members 
Mstep: Class 19 contains 8331 members 
Mstep: Class 20 contains 158663 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151060 members 
Mstep: Class 23 contains 177333 members 
Entering Unmasked Estep 
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Iteration 389Q: 24 clusters Score -1.664614e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 60714 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182254 members 
Mstep: Class 6 contains 195602 members 
Mstep: Class 7 contains 39203 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31588 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71720 members 
Mstep: Class 17 contains 166532 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151041 members 
Mstep: Class 23 contains 177304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461296.000000 Penalty: 80372.445312
Iteration 390Q: 24 clusters Score -1.664613e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 60752 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182256 members 
Mstep: Class 6 contains 195596 members 
Mstep: Class 7 contains 39197 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12433 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31603 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71711 members 
Mstep: Class 17 contains 166531 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 151024 members 
Mstep: Class 23 contains 177296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461376.000000 Penalty: 80372.445312
Iteration 391Q: 24 clusters Score -1.664614e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60777 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 195589 members 
Mstep: Class 7 contains 39197 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31611 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71712 members 
Mstep: Class 17 contains 166529 members 
Mstep: Class 18 contains 11599 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150994 members 
Mstep: Class 23 contains 177295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461312.000000 Penalty: 80372.445312
Iteration 392Q: 24 clusters Score -1.664613e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60802 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182282 members 
Mstep: Class 6 contains 195583 members 
Mstep: Class 7 contains 39198 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12438 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31622 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71703 members 
Mstep: Class 17 contains 166518 members 
Mstep: Class 18 contains 11598 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150974 members 
Mstep: Class 23 contains 177290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461280.000000 Penalty: 80372.445312
Iteration 393Q: 24 clusters Score -1.664613e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60830 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182303 members 
Mstep: Class 6 contains 195568 members 
Mstep: Class 7 contains 39197 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31633 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71698 members 
Mstep: Class 17 contains 166518 members 
Mstep: Class 18 contains 11597 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150948 members 
Mstep: Class 23 contains 177286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461296.000000 Penalty: 80372.445312
Iteration 394Q: 24 clusters Score -1.664613e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60854 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182323 members 
Mstep: Class 6 contains 195550 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12432 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16303 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31643 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166519 members 
Mstep: Class 18 contains 11597 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150911 members 
Mstep: Class 23 contains 177292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 395Q: 24 clusters Score -1.664613e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182352 members 
Mstep: Class 6 contains 195531 members 
Mstep: Class 7 contains 39194 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31657 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71687 members 
Mstep: Class 17 contains 166515 members 
Mstep: Class 18 contains 11595 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150882 members 
Mstep: Class 23 contains 177304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461344.000000 Penalty: 80372.445312
Iteration 396Q: 24 clusters Score -1.664613e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60881 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182366 members 
Mstep: Class 6 contains 195525 members 
Mstep: Class 7 contains 39192 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12429 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31666 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71683 members 
Mstep: Class 17 contains 166512 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150850 members 
Mstep: Class 23 contains 177321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461296.000000 Penalty: 80372.445312
Iteration 397Q: 24 clusters Score -1.664613e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60903 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 182380 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39188 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31672 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71681 members 
Mstep: Class 17 contains 166506 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8322 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150808 members 
Mstep: Class 23 contains 177341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166461280.000000 Penalty: 80372.445312
Iteration 398Q: 24 clusters Score -1.664613e+08 nChanged 169
Entering ConstructFrom: 
Score: -166461280.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89492.984375 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89492.98 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89832.523438 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89832.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89963.007812 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89963.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90127.171875 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -90127.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90246.257812 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -90246.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90286.054688 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -90286.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90328.773438 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -90328.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90372.898438 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -90372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90427.117188 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -90427.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90476.757812 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -90476.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90515.945312 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -90515.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90552.539062 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -90552.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90585.820312 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -90585.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90629.789062 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -90629.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90646.171875 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -90646.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90654.195312 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -90654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90657.960938 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -90657.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90660.078125 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -90660.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90669.328125 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -90669.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90677.812500 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -90677.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90679.570312 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -90679.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -493103.031250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -493103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -489271.875000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -489271.9 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -490146.531250 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -490146.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -490387.187500 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -490387.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -490576.875000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -490576.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -490767.468750 Penalty: 4105.218262
	Iteration 4Q: 3 clusters Score -490767.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -490921.531250 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -490921.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -491073.812500 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -491073.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -491227.281250 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -491227.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -491405.781250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -491405.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -491570.093750 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -491570.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -491730.187500 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -491730.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -491862.531250 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -491862.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -491976.906250 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -491976.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -492054.812500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -492054.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -492121.437500 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -492121.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -492183.875000 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -492183.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -492240.656250 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -492240.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -492286.625000 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -492286.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -492320.343750 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -492320.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -492342.312500 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -492342.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -492359.312500 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -492359.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -492368.375000 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -492368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -492372.812500 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -492372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -492374.125000 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -492374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -492374.375000 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -492374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -492375.000000 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -492375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -492374.875000 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -492374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -492374.875000 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -492374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -492374.875000 Penalty: 4105.218262
	Iteration 28F: 3 clusters Score -492374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Entering Unmasked Estep 
Score: -7917980.500000 Penalty: 2732.286621
	Iteration 0F: 2 clusters Score -7917980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7877139.500000 Penalty: 5464.573242
	Iteration 0F: 3 clusters Score -7877140 nChanged 28347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -7892831.500000 Penalty: 5464.573242
	Iteration 1F: 3 clusters Score -7892832 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -7893351.000000 Penalty: 5464.573242
	Iteration 2Q: 3 clusters Score -7893351 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7893733.500000 Penalty: 5464.573242
	Iteration 3Q: 3 clusters Score -7893734 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -7894140.500000 Penalty: 5464.573242
	Iteration 4Q: 3 clusters Score -7894140 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -7894443.000000 Penalty: 5464.573242
	Iteration 5Q: 3 clusters Score -7894443 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7895438 nChanged 1959
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Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7899422 nChanged 3122
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Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7901847 nChanged 3400
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Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -7904588 nChanged 3282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -7907009 nChanged 2912
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Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7908874 nChanged 2451
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Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7910274 nChanged 1943
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7911148 nChanged 1437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7911793 nChanged 1167
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Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7912281 nChanged 944
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Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7912690 nChanged 858
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Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7913060 nChanged 756
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7913347 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7913608 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7913850 nChanged 624
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -7914038.500000 Penalty: 5464.573242
	Iteration 24Q: 3 clusters Score -7914038 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7914222 nChanged 543
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Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7914362 nChanged 472
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -7914491.500000 Penalty: 5464.573242
	Iteration 27Q: 3 clusters Score -7914492 nChanged 412
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Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7914624 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7914749 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7914824 nChanged 326
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Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7914893 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7914963 nChanged 287
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Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7915044 nChanged 273
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Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7915143.500000 Penalty: 5464.573242
	Iteration 34Q: 3 clusters Score -7915144 nChanged 262
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -7915189.500000 Penalty: 5464.573242
	Iteration 35Q: 3 clusters Score -7915190 nChanged 264
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7915268 nChanged 239
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Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7915321 nChanged 204
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Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7915342 nChanged 173
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7915378 nChanged 137
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Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7915384 nChanged 130
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Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7915406 nChanged 122
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7915432 nChanged 94
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Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7915457 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7915472 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7915501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7915518 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7915525 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7915561 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7915572 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7915578.500000 Penalty: 5464.573242
	Iteration 50Q: 3 clusters Score -7915578 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -7915586.000000 Penalty: 5464.573242
	Iteration 51Q: 3 clusters Score -7915586 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7915578 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7915580 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7915580 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7915588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7915609.500000 Penalty: 5464.573242
	Iteration 56Q: 3 clusters Score -7915610 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7915626.000000 Penalty: 5464.573242
	Iteration 57Q: 3 clusters Score -7915626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7915615.000000 Penalty: 5464.573242
	Iteration 58Q: 3 clusters Score -7915615 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7915643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7915661.500000 Penalty: 5464.573242
	Iteration 60F: 3 clusters Score -7915662 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7915650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7915671.500000 Penalty: 5464.573242
	Iteration 62Q: 3 clusters Score -7915672 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7915670 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7915668 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 58082 members 
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	Iteration 65Q: 3 clusters Score -7915674 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7915684 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7915684 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7915686 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -7915693.500000 Penalty: 5464.573242
	Iteration 69Q: 3 clusters Score -7915694 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7915700 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7915706 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7915712 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7915710 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7915703 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7915708 nChanged 9
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Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 58276 members 
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	Iteration 76Q: 3 clusters Score -7915698 nChanged 12
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7915694 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7915702 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7915704 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7915706 nChanged 8
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7915706 nChanged 7
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Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7915698 nChanged 2
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7915698 nChanged 2
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 58331 members 
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	Iteration 84Q: 3 clusters Score -7915695 nChanged 3
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Mstep: Class 1 contains 2586 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7915697 nChanged 5
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 58337 members 
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	Iteration 86Q: 3 clusters Score -7915701 nChanged 8
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7915704 nChanged 5
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Mstep: Class 1 contains 2568 members 
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	Iteration 88Q: 3 clusters Score -7915707 nChanged 3
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7915704 nChanged 2
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7915703 nChanged 4
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Mstep: Class 1 contains 2561 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7915700 nChanged 8
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Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7915708 nChanged 8
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Mstep: Class 1 contains 2547 members 
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Entering Unmasked Estep 
Score: -7915721.500000 Penalty: 5464.573242
	Iteration 93Q: 3 clusters Score -7915722 nChanged 3
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Mstep: Class 1 contains 2544 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7915718 nChanged 5
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Mstep: Class 1 contains 2539 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7915720 nChanged 3
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Mstep: Class 1 contains 2536 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7915720 nChanged 4
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Mstep: Class 1 contains 2532 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7915725 nChanged 6
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Mstep: Class 1 contains 2526 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7915723 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -7915721.500000 Penalty: 5464.573242
	Iteration 99Q: 3 clusters Score -7915722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -7915719.500000 Penalty: 5464.573242
	Iteration 100F: 3 clusters Score -7915720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7915719.500000 Penalty: 5464.573242
	Iteration 101Q: 3 clusters Score -7915720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -7915716.000000 Penalty: 5464.573242
	Iteration 102Q: 3 clusters Score -7915716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -7915720.500000 Penalty: 5464.573242
	Iteration 103Q: 3 clusters Score -7915720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -7915726.000000 Penalty: 5464.573242
	Iteration 104Q: 3 clusters Score -7915726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -7915728.500000 Penalty: 5464.573242
	Iteration 105Q: 3 clusters Score -7915728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -7915726.500000 Penalty: 5464.573242
	Iteration 106Q: 3 clusters Score -7915726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -7915723.500000 Penalty: 5464.573242
	Iteration 107Q: 3 clusters Score -7915724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -7915725.000000 Penalty: 5464.573242
	Iteration 108Q: 3 clusters Score -7915725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -7915724.500000 Penalty: 5464.573242
	Iteration 109Q: 3 clusters Score -7915724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -7915728.000000 Penalty: 5464.573242
	Iteration 110Q: 3 clusters Score -7915728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7915727.000000 Penalty: 5464.573242
	Iteration 111Q: 3 clusters Score -7915727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -7915726.500000 Penalty: 5464.573242
	Iteration 112Q: 3 clusters Score -7915726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -7915726.500000 Penalty: 5464.573242
	Iteration 113F: 3 clusters Score -7915726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -94390.437500 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -94390.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92560.148438 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -92560.15 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93182.460938 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -93182.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -93737.687500 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -93737.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94093.531250 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -94093.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94360.500000 Penalty: 3382.728027
	Iteration 4F: 3 clusters Score -94360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94470.281250 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -94470.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94559.773438 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94559.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94658.835938 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94658.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94775.132812 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94775.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94890.945312 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94890.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94958.328125 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -94958.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95054.710938 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95054.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95299.257812 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95299.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96151.289062 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -96151.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96207.390625 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -96207.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96406.953125 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -96406.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97046.171875 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -97046.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97046.171875 Penalty: 3382.728027
	Iteration 17F: 3 clusters Score -97046.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39185 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31679 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71679 members 
Mstep: Class 17 contains 166508 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150779 members 
Mstep: Class 23 contains 177347 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
Score: -166462080.000000 Penalty: 83866.898438
Splitting cluster 4 changes total score from -166461280.000000 to -166462080.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (182388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182388 members 
Entering Unmasked Estep 
Score: -23600926.000000 Penalty: 3004.245117
	Iteration 0F: 2 clusters Score -2.360093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -23483064.000000 Penalty: 6008.490234
	Iteration 0F: 3 clusters Score -2.348306e+07 nChanged 87436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -23535060.000000 Penalty: 6008.490234
	Iteration 1F: 3 clusters Score -2.353506e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -23536624.000000 Penalty: 6008.490234
	Iteration 2Q: 3 clusters Score -2.353662e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -23539212.000000 Penalty: 6008.490234
	Iteration 3Q: 3 clusters Score -2.353921e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 111870 members 
Entering Unmasked Estep 
Score: -23543602.000000 Penalty: 6008.490234
	Iteration 4F: 3 clusters Score -2.35436e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -23550858.000000 Penalty: 6008.490234
	Iteration 5F: 3 clusters Score -2.355086e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -23562530.000000 Penalty: 6008.490234
	Iteration 6F: 3 clusters Score -2.356253e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 151616 members 
Entering Unmasked Estep 
Score: -23576578.000000 Penalty: 6008.490234
	Iteration 7F: 3 clusters Score -2.357658e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -23587906.000000 Penalty: 6008.490234
	Iteration 8F: 3 clusters Score -2.358791e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 169859 members 
Entering Unmasked Estep 
Score: -23593990.000000 Penalty: 6008.490234
	Iteration 9Q: 3 clusters Score -2.359399e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -23596430.000000 Penalty: 6008.490234
	Iteration 10Q: 3 clusters Score -2.359643e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -23597566.000000 Penalty: 6008.490234
	Iteration 11Q: 3 clusters Score -2.359757e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -23598170.000000 Penalty: 6008.490234
	Iteration 12Q: 3 clusters Score -2.359817e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -23598372.000000 Penalty: 6008.490234
	Iteration 13Q: 3 clusters Score -2.359837e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -23598462.000000 Penalty: 6008.490234
	Iteration 14Q: 3 clusters Score -2.359846e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 179173 members 
Entering Unmasked Estep 
Score: -23598618.000000 Penalty: 6008.490234
	Iteration 15Q: 3 clusters Score -2.359862e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 179570 members 
Entering Unmasked Estep 
Score: -23598722.000000 Penalty: 6008.490234
	Iteration 16Q: 3 clusters Score -2.359872e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -23598722.000000 Penalty: 6008.490234
	Iteration 17Q: 3 clusters Score -2.359872e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 180139 members 
Entering Unmasked Estep 
Score: -23598758.000000 Penalty: 6008.490234
	Iteration 18Q: 3 clusters Score -2.359876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 180340 members 
Entering Unmasked Estep 
Score: -23598758.000000 Penalty: 6008.490234
	Iteration 19Q: 3 clusters Score -2.359876e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -23598778.000000 Penalty: 6008.490234
	Iteration 20F: 3 clusters Score -2.359878e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 180592 members 
Entering Unmasked Estep 
Score: -23598808.000000 Penalty: 6008.490234
	Iteration 21Q: 3 clusters Score -2.359881e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 180674 members 
Entering Unmasked Estep 
Score: -23598828.000000 Penalty: 6008.490234
	Iteration 22Q: 3 clusters Score -2.359883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 180738 members 
Entering Unmasked Estep 
Score: -23598836.000000 Penalty: 6008.490234
	Iteration 23Q: 3 clusters Score -2.359884e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 180792 members 
Entering Unmasked Estep 
Score: -23598814.000000 Penalty: 6008.490234
	Iteration 24Q: 3 clusters Score -2.359881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 180833 members 
Entering Unmasked Estep 
Score: -23598846.000000 Penalty: 6008.490234
	Iteration 25Q: 3 clusters Score -2.359885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 180860 members 
Entering Unmasked Estep 
Score: -23598846.000000 Penalty: 6008.490234
	Iteration 26Q: 3 clusters Score -2.359885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 180884 members 
Entering Unmasked Estep 
Score: -23598852.000000 Penalty: 6008.490234
	Iteration 27Q: 3 clusters Score -2.359885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -23598870.000000 Penalty: 6008.490234
	Iteration 28Q: 3 clusters Score -2.359887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -23598856.000000 Penalty: 6008.490234
	Iteration 29Q: 3 clusters Score -2.359886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -23598858.000000 Penalty: 6008.490234
	Iteration 30Q: 3 clusters Score -2.359886e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -23598864.000000 Penalty: 6008.490234
	Iteration 31Q: 3 clusters Score -2.359886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -23598892.000000 Penalty: 6008.490234
	Iteration 32Q: 3 clusters Score -2.359889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 181020 members 
Entering Unmasked Estep 
Score: -23598908.000000 Penalty: 6008.490234
	Iteration 33Q: 3 clusters Score -2.359891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -23598914.000000 Penalty: 6008.490234
	Iteration 34Q: 3 clusters Score -2.359891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -23598890.000000 Penalty: 6008.490234
	Iteration 35Q: 3 clusters Score -2.359889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 181051 members 
Entering Unmasked Estep 
Score: -23598912.000000 Penalty: 6008.490234
	Iteration 36Q: 3 clusters Score -2.359891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -23598908.000000 Penalty: 6008.490234
	Iteration 37Q: 3 clusters Score -2.359891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 181067 members 
Entering Unmasked Estep 
Score: -23598904.000000 Penalty: 6008.490234
	Iteration 38Q: 3 clusters Score -2.35989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 181070 members 
Entering Unmasked Estep 
Score: -23598910.000000 Penalty: 6008.490234
	Iteration 39Q: 3 clusters Score -2.359891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -23598904.000000 Penalty: 6008.490234
	Iteration 40F: 3 clusters Score -2.35989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 181079 members 
Entering Unmasked Estep 
Score: -23598884.000000 Penalty: 6008.490234
	Iteration 41Q: 3 clusters Score -2.359888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -23598888.000000 Penalty: 6008.490234
	Iteration 42Q: 3 clusters Score -2.359889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -23598886.000000 Penalty: 6008.490234
	Iteration 43Q: 3 clusters Score -2.359889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 181094 members 
Entering Unmasked Estep 
Score: -23598878.000000 Penalty: 6008.490234
	Iteration 44Q: 3 clusters Score -2.359888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -23598884.000000 Penalty: 6008.490234
	Iteration 45Q: 3 clusters Score -2.359888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -23598880.000000 Penalty: 6008.490234
	Iteration 46Q: 3 clusters Score -2.359888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -23598872.000000 Penalty: 6008.490234
	Iteration 47Q: 3 clusters Score -2.359887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 181101 members 
Entering Unmasked Estep 
Score: -23598864.000000 Penalty: 6008.490234
	Iteration 48Q: 3 clusters Score -2.359886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 181104 members 
Entering Unmasked Estep 
Score: -23598864.000000 Penalty: 6008.490234
	Iteration 49Q: 3 clusters Score -2.359886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 181106 members 
Entering Unmasked Estep 
Score: -23598862.000000 Penalty: 6008.490234
	Iteration 50Q: 3 clusters Score -2.359886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 181109 members 
Entering Unmasked Estep 
Score: -23598858.000000 Penalty: 6008.490234
	Iteration 51Q: 3 clusters Score -2.359886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -23598870.000000 Penalty: 6008.490234
	Iteration 52Q: 3 clusters Score -2.359887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 181122 members 
Entering Unmasked Estep 
Score: -23598894.000000 Penalty: 6008.490234
	Iteration 53Q: 3 clusters Score -2.359889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 181126 members 
Entering Unmasked Estep 
Score: -23598882.000000 Penalty: 6008.490234
	Iteration 54Q: 3 clusters Score -2.359888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 181135 members 
Entering Unmasked Estep 
Score: -23598902.000000 Penalty: 6008.490234
	Iteration 55Q: 3 clusters Score -2.35989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -23598882.000000 Penalty: 6008.490234
	Iteration 56Q: 3 clusters Score -2.359888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -23598894.000000 Penalty: 6008.490234
	Iteration 57Q: 3 clusters Score -2.359889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 181165 members 
Entering Unmasked Estep 
Score: -23598896.000000 Penalty: 6008.490234
	Iteration 58Q: 3 clusters Score -2.35989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 181169 members 
Entering Unmasked Estep 
Score: -23598888.000000 Penalty: 6008.490234
	Iteration 59Q: 3 clusters Score -2.359889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 181171 members 
Entering Unmasked Estep 
Score: -23598898.000000 Penalty: 6008.490234
	Iteration 60F: 3 clusters Score -2.35989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 181171 members 
Entering Unmasked Estep 
Score: -23598900.000000 Penalty: 6008.490234
	Iteration 61Q: 3 clusters Score -2.35989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 181174 members 
Entering Unmasked Estep 
Score: -23598888.000000 Penalty: 6008.490234
	Iteration 62Q: 3 clusters Score -2.359889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 181179 members 
Entering Unmasked Estep 
Score: -23598896.000000 Penalty: 6008.490234
	Iteration 63Q: 3 clusters Score -2.35989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 181182 members 
Entering Unmasked Estep 
Score: -23598884.000000 Penalty: 6008.490234
	Iteration 64Q: 3 clusters Score -2.359888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -23598890.000000 Penalty: 6008.490234
	Iteration 65Q: 3 clusters Score -2.359889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 181185 members 
Entering Unmasked Estep 
Score: -23598896.000000 Penalty: 6008.490234
	Iteration 66Q: 3 clusters Score -2.35989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 181186 members 
Entering Unmasked Estep 
Score: -23598902.000000 Penalty: 6008.490234
	Iteration 67Q: 3 clusters Score -2.35989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 181188 members 
Entering Unmasked Estep 
Score: -23598908.000000 Penalty: 6008.490234
	Iteration 68Q: 3 clusters Score -2.359891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -23598902.000000 Penalty: 6008.490234
	Iteration 69Q: 3 clusters Score -2.35989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -23598894.000000 Penalty: 6008.490234
	Iteration 70Q: 3 clusters Score -2.359889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -23598894.000000 Penalty: 6008.490234
	Iteration 71F: 3 clusters Score -2.359889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195522 members 
Entering Unmasked Estep 
Score: -25268032.000000 Penalty: 3021.489990
	Iteration 0F: 2 clusters Score -2.526803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -25142748.000000 Penalty: 6042.979980
	Iteration 0F: 3 clusters Score -2.514275e+07 nChanged 93790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -25196804.000000 Penalty: 6042.979980
	Iteration 1F: 3 clusters Score -2.51968e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -25197688.000000 Penalty: 6042.979980
	Iteration 2Q: 3 clusters Score -2.519769e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -25198614.000000 Penalty: 6042.979980
	Iteration 3Q: 3 clusters Score -2.519861e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -25199720.000000 Penalty: 6042.979980
	Iteration 4Q: 3 clusters Score -2.519972e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -25201146.000000 Penalty: 6042.979980
	Iteration 5Q: 3 clusters Score -2.520115e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -25203244.000000 Penalty: 6042.979980
	Iteration 6Q: 3 clusters Score -2.520324e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -25206086.000000 Penalty: 6042.979980
	Iteration 7Q: 3 clusters Score -2.520609e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 121888 members 
Entering Unmasked Estep 
Score: -25211194.000000 Penalty: 6042.979980
	Iteration 8Q: 3 clusters Score -2.521119e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 131816 members 
Entering Unmasked Estep 
Score: -25219126.000000 Penalty: 6042.979980
	Iteration 9F: 3 clusters Score -2.521913e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -25228910.000000 Penalty: 6042.979980
	Iteration 10F: 3 clusters Score -2.522891e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -25238776.000000 Penalty: 6042.979980
	Iteration 11F: 3 clusters Score -2.523878e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 163283 members 
Entering Unmasked Estep 
Score: -25247096.000000 Penalty: 6042.979980
	Iteration 12F: 3 clusters Score -2.52471e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 170368 members 
Entering Unmasked Estep 
Score: -25252530.000000 Penalty: 6042.979980
	Iteration 13Q: 3 clusters Score -2.525253e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -25256068.000000 Penalty: 6042.979980
	Iteration 14Q: 3 clusters Score -2.525607e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -25258892.000000 Penalty: 6042.979980
	Iteration 15Q: 3 clusters Score -2.525889e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 185022 members 
Entering Unmasked Estep 
Score: -25260908.000000 Penalty: 6042.979980
	Iteration 16Q: 3 clusters Score -2.526091e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 188175 members 
Entering Unmasked Estep 
Score: -25262746.000000 Penalty: 6042.979980
	Iteration 17Q: 3 clusters Score -2.526275e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 190488 members 
Entering Unmasked Estep 
Score: -25263954.000000 Penalty: 6042.979980
	Iteration 18Q: 3 clusters Score -2.526395e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -25264720.000000 Penalty: 6042.979980
	Iteration 19Q: 3 clusters Score -2.526472e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -25265136.000000 Penalty: 6042.979980
	Iteration 20F: 3 clusters Score -2.526514e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 193596 members 
Entering Unmasked Estep 
Score: -25265264.000000 Penalty: 6042.979980
	Iteration 21Q: 3 clusters Score -2.526526e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 193970 members 
Entering Unmasked Estep 
Score: -25265502.000000 Penalty: 6042.979980
	Iteration 22Q: 3 clusters Score -2.52655e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 194198 members 
Entering Unmasked Estep 
Score: -25265590.000000 Penalty: 6042.979980
	Iteration 23Q: 3 clusters Score -2.526559e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -25265580.000000 Penalty: 6042.979980
	Iteration 24Q: 3 clusters Score -2.526558e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 194429 members 
Entering Unmasked Estep 
Score: -25265650.000000 Penalty: 6042.979980
	Iteration 25Q: 3 clusters Score -2.526565e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 194507 members 
Entering Unmasked Estep 
Score: -25265702.000000 Penalty: 6042.979980
	Iteration 26Q: 3 clusters Score -2.52657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -25265728.000000 Penalty: 6042.979980
	Iteration 27Q: 3 clusters Score -2.526573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 194611 members 
Entering Unmasked Estep 
Score: -25265752.000000 Penalty: 6042.979980
	Iteration 28Q: 3 clusters Score -2.526575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -25265772.000000 Penalty: 6042.979980
	Iteration 29Q: 3 clusters Score -2.526577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -25265770.000000 Penalty: 6042.979980
	Iteration 30Q: 3 clusters Score -2.526577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 194672 members 
Entering Unmasked Estep 
Score: -25265790.000000 Penalty: 6042.979980
	Iteration 31Q: 3 clusters Score -2.526579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -25265798.000000 Penalty: 6042.979980
	Iteration 32Q: 3 clusters Score -2.52658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 194697 members 
Entering Unmasked Estep 
Score: -25265800.000000 Penalty: 6042.979980
	Iteration 33Q: 3 clusters Score -2.52658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -25265810.000000 Penalty: 6042.979980
	Iteration 34Q: 3 clusters Score -2.526581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 194705 members 
Entering Unmasked Estep 
Score: -25265820.000000 Penalty: 6042.979980
	Iteration 35Q: 3 clusters Score -2.526582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 194705 members 
Entering Unmasked Estep 
Score: -25265828.000000 Penalty: 6042.979980
	Iteration 36Q: 3 clusters Score -2.526583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -25265830.000000 Penalty: 6042.979980
	Iteration 37Q: 3 clusters Score -2.526583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -25265846.000000 Penalty: 6042.979980
	Iteration 38Q: 3 clusters Score -2.526585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 194732 members 
Entering Unmasked Estep 
Score: -25265838.000000 Penalty: 6042.979980
	Iteration 39Q: 3 clusters Score -2.526584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 194734 members 
Entering Unmasked Estep 
Score: -25265826.000000 Penalty: 6042.979980
	Iteration 40F: 3 clusters Score -2.526583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 194739 members 
Entering Unmasked Estep 
Score: -25265818.000000 Penalty: 6042.979980
	Iteration 41Q: 3 clusters Score -2.526582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 194745 members 
Entering Unmasked Estep 
Score: -25265838.000000 Penalty: 6042.979980
	Iteration 42Q: 3 clusters Score -2.526584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -25265828.000000 Penalty: 6042.979980
	Iteration 43Q: 3 clusters Score -2.526583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -25265820.000000 Penalty: 6042.979980
	Iteration 44Q: 3 clusters Score -2.526582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 194763 members 
Entering Unmasked Estep 
Score: -25265836.000000 Penalty: 6042.979980
	Iteration 45Q: 3 clusters Score -2.526584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 194769 members 
Entering Unmasked Estep 
Score: -25265866.000000 Penalty: 6042.979980
	Iteration 46Q: 3 clusters Score -2.526587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 194767 members 
Entering Unmasked Estep 
Score: -25265844.000000 Penalty: 6042.979980
	Iteration 47Q: 3 clusters Score -2.526584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 194767 members 
Entering Unmasked Estep 
Score: -25265856.000000 Penalty: 6042.979980
	Iteration 48Q: 3 clusters Score -2.526586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -25265838.000000 Penalty: 6042.979980
	Iteration 49Q: 3 clusters Score -2.526584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -25265836.000000 Penalty: 6042.979980
	Iteration 50Q: 3 clusters Score -2.526584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 194764 members 
Entering Unmasked Estep 
Score: -25265838.000000 Penalty: 6042.979980
	Iteration 51Q: 3 clusters Score -2.526584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -25265850.000000 Penalty: 6042.979980
	Iteration 52Q: 3 clusters Score -2.526585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -25265850.000000 Penalty: 6042.979980
	Iteration 53F: 3 clusters Score -2.526585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Entering Unmasked Estep 
Score: -5119205.500000 Penalty: 2622.860107
	Iteration 0F: 2 clusters Score -5119206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5092602.000000 Penalty: 5245.720215
	Iteration 0F: 3 clusters Score -5092602 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5102206.500000 Penalty: 5245.720215
	Iteration 1F: 3 clusters Score -5102206 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5102671.000000 Penalty: 5245.720215
	Iteration 2Q: 3 clusters Score -5102671 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5103124.000000 Penalty: 5245.720215
	Iteration 3Q: 3 clusters Score -5103124 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5103631.000000 Penalty: 5245.720215
	Iteration 4Q: 3 clusters Score -5103631 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5104121.500000 Penalty: 5245.720215
	Iteration 5Q: 3 clusters Score -5104122 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5104689.000000 Penalty: 5245.720215
	Iteration 6Q: 3 clusters Score -5104689 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5105278.000000 Penalty: 5245.720215
	Iteration 7Q: 3 clusters Score -5105278 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -5105888.000000 Penalty: 5245.720215
	Iteration 8Q: 3 clusters Score -5105888 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5106589.000000 Penalty: 5245.720215
	Iteration 9Q: 3 clusters Score -5106589 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -5107444.500000 Penalty: 5245.720215
	Iteration 10Q: 3 clusters Score -5107444 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5108529.500000 Penalty: 5245.720215
	Iteration 11Q: 3 clusters Score -5108530 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5109765.500000 Penalty: 5245.720215
	Iteration 12F: 3 clusters Score -5109766 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5111113.000000 Penalty: 5245.720215
	Iteration 13F: 3 clusters Score -5111113 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5112279.000000 Penalty: 5245.720215
	Iteration 14Q: 3 clusters Score -5112279 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5112941.500000 Penalty: 5245.720215
	Iteration 15Q: 3 clusters Score -5112942 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5113240.000000 Penalty: 5245.720215
	Iteration 16Q: 3 clusters Score -5113240 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5113411.500000 Penalty: 5245.720215
	Iteration 17Q: 3 clusters Score -5113412 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5113572.500000 Penalty: 5245.720215
	Iteration 18Q: 3 clusters Score -5113572 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5113731.000000 Penalty: 5245.720215
	Iteration 19Q: 3 clusters Score -5113731 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5113851.500000 Penalty: 5245.720215
	Iteration 20F: 3 clusters Score -5113852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -5113956.500000 Penalty: 5245.720215
	Iteration 21Q: 3 clusters Score -5113956 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5114079.500000 Penalty: 5245.720215
	Iteration 22Q: 3 clusters Score -5114080 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -5114147.000000 Penalty: 5245.720215
	Iteration 23Q: 3 clusters Score -5114147 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5114235.000000 Penalty: 5245.720215
	Iteration 24Q: 3 clusters Score -5114235 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5114316.500000 Penalty: 5245.720215
	Iteration 25Q: 3 clusters Score -5114316 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5114379.000000 Penalty: 5245.720215
	Iteration 26Q: 3 clusters Score -5114379 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5114441.000000 Penalty: 5245.720215
	Iteration 27Q: 3 clusters Score -5114441 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5114529.000000 Penalty: 5245.720215
	Iteration 28Q: 3 clusters Score -5114529 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5114593.000000 Penalty: 5245.720215
	Iteration 29Q: 3 clusters Score -5114593 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5114704.500000 Penalty: 5245.720215
	Iteration 30Q: 3 clusters Score -5114704 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5114783.000000 Penalty: 5245.720215
	Iteration 31Q: 3 clusters Score -5114783 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5114878.500000 Penalty: 5245.720215
	Iteration 32Q: 3 clusters Score -5114878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5114964.500000 Penalty: 5245.720215
	Iteration 33Q: 3 clusters Score -5114964 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5115053.500000 Penalty: 5245.720215
	Iteration 34Q: 3 clusters Score -5115054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -5115136.500000 Penalty: 5245.720215
	Iteration 35Q: 3 clusters Score -5115136 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -5115176.500000 Penalty: 5245.720215
	Iteration 36Q: 3 clusters Score -5115176 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5115252.000000 Penalty: 5245.720215
	Iteration 37Q: 3 clusters Score -5115252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5115324.500000 Penalty: 5245.720215
	Iteration 38Q: 3 clusters Score -5115324 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -5115412.000000 Penalty: 5245.720215
	Iteration 39Q: 3 clusters Score -5115412 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -5115476.000000 Penalty: 5245.720215
	Iteration 40F: 3 clusters Score -5115476 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -5115554.500000 Penalty: 5245.720215
	Iteration 41Q: 3 clusters Score -5115554 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -5115628.000000 Penalty: 5245.720215
	Iteration 42Q: 3 clusters Score -5115628 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -5115725.500000 Penalty: 5245.720215
	Iteration 43Q: 3 clusters Score -5115726 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5115833.500000 Penalty: 5245.720215
	Iteration 44Q: 3 clusters Score -5115834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5115910.000000 Penalty: 5245.720215
	Iteration 45Q: 3 clusters Score -5115910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -5116005.500000 Penalty: 5245.720215
	Iteration 46Q: 3 clusters Score -5116006 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5116116.000000 Penalty: 5245.720215
	Iteration 47Q: 3 clusters Score -5116116 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -5116199.000000 Penalty: 5245.720215
	Iteration 48Q: 3 clusters Score -5116199 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5116292.500000 Penalty: 5245.720215
	Iteration 49Q: 3 clusters Score -5116292 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -5116364.000000 Penalty: 5245.720215
	Iteration 50Q: 3 clusters Score -5116364 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -5116442.500000 Penalty: 5245.720215
	Iteration 51Q: 3 clusters Score -5116442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5116513.000000 Penalty: 5245.720215
	Iteration 52Q: 3 clusters Score -5116513 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -5116611.500000 Penalty: 5245.720215
	Iteration 53Q: 3 clusters Score -5116612 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5116663.000000 Penalty: 5245.720215
	Iteration 54Q: 3 clusters Score -5116663 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -5116702.000000 Penalty: 5245.720215
	Iteration 55Q: 3 clusters Score -5116702 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -5116733.500000 Penalty: 5245.720215
	Iteration 56Q: 3 clusters Score -5116734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5116797.000000 Penalty: 5245.720215
	Iteration 57Q: 3 clusters Score -5116797 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5116849.000000 Penalty: 5245.720215
	Iteration 58Q: 3 clusters Score -5116849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5116899.000000 Penalty: 5245.720215
	Iteration 59Q: 3 clusters Score -5116899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5116949.000000 Penalty: 5245.720215
	Iteration 60F: 3 clusters Score -5116949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5117008.000000 Penalty: 5245.720215
	Iteration 61Q: 3 clusters Score -5117008 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5117042.000000 Penalty: 5245.720215
	Iteration 62Q: 3 clusters Score -5117042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -5117070.500000 Penalty: 5245.720215
	Iteration 63Q: 3 clusters Score -5117070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -5117097.000000 Penalty: 5245.720215
	Iteration 64Q: 3 clusters Score -5117097 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5117137.000000 Penalty: 5245.720215
	Iteration 65Q: 3 clusters Score -5117137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5117162.000000 Penalty: 5245.720215
	Iteration 66Q: 3 clusters Score -5117162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -5117176.500000 Penalty: 5245.720215
	Iteration 67Q: 3 clusters Score -5117176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5117191.500000 Penalty: 5245.720215
	Iteration 68Q: 3 clusters Score -5117192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5117199.500000 Penalty: 5245.720215
	Iteration 69Q: 3 clusters Score -5117200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5117215.000000 Penalty: 5245.720215
	Iteration 70Q: 3 clusters Score -5117215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5117223.000000 Penalty: 5245.720215
	Iteration 71Q: 3 clusters Score -5117223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5117235.000000 Penalty: 5245.720215
	Iteration 72Q: 3 clusters Score -5117235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5117240.000000 Penalty: 5245.720215
	Iteration 73Q: 3 clusters Score -5117240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5117260.000000 Penalty: 5245.720215
	Iteration 74Q: 3 clusters Score -5117260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -5117260.500000 Penalty: 5245.720215
	Iteration 75Q: 3 clusters Score -5117260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5117262.500000 Penalty: 5245.720215
	Iteration 76Q: 3 clusters Score -5117262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5117291.000000 Penalty: 5245.720215
	Iteration 77Q: 3 clusters Score -5117291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5117287.500000 Penalty: 5245.720215
	Iteration 78Q: 3 clusters Score -5117288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5117300.500000 Penalty: 5245.720215
	Iteration 79Q: 3 clusters Score -5117300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5117309.000000 Penalty: 5245.720215
	Iteration 80F: 3 clusters Score -5117309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -5117332.000000 Penalty: 5245.720215
	Iteration 81Q: 3 clusters Score -5117332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5117346.500000 Penalty: 5245.720215
	Iteration 82Q: 3 clusters Score -5117346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5117358.000000 Penalty: 5245.720215
	Iteration 83Q: 3 clusters Score -5117358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5117374.000000 Penalty: 5245.720215
	Iteration 84Q: 3 clusters Score -5117374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -5117375.000000 Penalty: 5245.720215
	Iteration 85Q: 3 clusters Score -5117375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5117373.500000 Penalty: 5245.720215
	Iteration 86Q: 3 clusters Score -5117374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5117383.000000 Penalty: 5245.720215
	Iteration 87Q: 3 clusters Score -5117383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5117389.500000 Penalty: 5245.720215
	Iteration 88Q: 3 clusters Score -5117390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5117389.500000 Penalty: 5245.720215
	Iteration 89Q: 3 clusters Score -5117390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -5117392.500000 Penalty: 5245.720215
	Iteration 90Q: 3 clusters Score -5117392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5117397.000000 Penalty: 5245.720215
	Iteration 91Q: 3 clusters Score -5117397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5117396.500000 Penalty: 5245.720215
	Iteration 92Q: 3 clusters Score -5117396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5117402.000000 Penalty: 5245.720215
	Iteration 93Q: 3 clusters Score -5117402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5117407.500000 Penalty: 5245.720215
	Iteration 94Q: 3 clusters Score -5117408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5117409.000000 Penalty: 5245.720215
	Iteration 95Q: 3 clusters Score -5117409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5117410.500000 Penalty: 5245.720215
	Iteration 96Q: 3 clusters Score -5117410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -5117420.500000 Penalty: 5245.720215
	Iteration 97Q: 3 clusters Score -5117420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5117420.500000 Penalty: 5245.720215
	Iteration 98Q: 3 clusters Score -5117420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5117419.000000 Penalty: 5245.720215
	Iteration 99Q: 3 clusters Score -5117419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5117427.000000 Penalty: 5245.720215
	Iteration 100F: 3 clusters Score -5117427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5117426.000000 Penalty: 5245.720215
	Iteration 101Q: 3 clusters Score -5117426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5117424.000000 Penalty: 5245.720215
	Iteration 102Q: 3 clusters Score -5117424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5117430.500000 Penalty: 5245.720215
	Iteration 103Q: 3 clusters Score -5117430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5117430.500000 Penalty: 5245.720215
	Iteration 104Q: 3 clusters Score -5117430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5117433.500000 Penalty: 5245.720215
	Iteration 105Q: 3 clusters Score -5117434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5117434.500000 Penalty: 5245.720215
	Iteration 106Q: 3 clusters Score -5117434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5117435.500000 Penalty: 5245.720215
	Iteration 107Q: 3 clusters Score -5117436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5117436.000000 Penalty: 5245.720215
	Iteration 108Q: 3 clusters Score -5117436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5117438.500000 Penalty: 5245.720215
	Iteration 109Q: 3 clusters Score -5117438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5117440.500000 Penalty: 5245.720215
	Iteration 110Q: 3 clusters Score -5117440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5117447.000000 Penalty: 5245.720215
	Iteration 111Q: 3 clusters Score -5117447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5117442.500000 Penalty: 5245.720215
	Iteration 112Q: 3 clusters Score -5117442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5117452.000000 Penalty: 5245.720215
	Iteration 113Q: 3 clusters Score -5117452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5117447.500000 Penalty: 5245.720215
	Iteration 114Q: 3 clusters Score -5117448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5117447.000000 Penalty: 5245.720215
	Iteration 115Q: 3 clusters Score -5117447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5117446.000000 Penalty: 5245.720215
	Iteration 116Q: 3 clusters Score -5117446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5117445.000000 Penalty: 5245.720215
	Iteration 117Q: 3 clusters Score -5117445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5117443.000000 Penalty: 5245.720215
	Iteration 118Q: 3 clusters Score -5117443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5117446.000000 Penalty: 5245.720215
	Iteration 119Q: 3 clusters Score -5117446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5117446.000000 Penalty: 5245.720215
	Iteration 120F: 3 clusters Score -5117446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -159532.750000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -159532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157369.546875 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -157369.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157736.562500 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -157736.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157847.656250 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -157847.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157926.718750 Penalty: 3571.040527
	Iteration 3Q: 3 clusters Score -157926.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158008.203125 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -158008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158047.250000 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -158047.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -158069.140625 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -158069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -158090.109375 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -158090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -158100.953125 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -158101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158112.375000 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -158112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158121.093750 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -158121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158130.875000 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -158130.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158142.671875 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -158142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158155.406250 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -158155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158173.140625 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -158173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -158188.859375 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -158188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -158209.546875 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -158209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158237.468750 Penalty: 3571.040527
	Iteration 17Q: 3 clusters Score -158237.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -158252.906250 Penalty: 3571.040527
	Iteration 18Q: 3 clusters Score -158252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -158272.187500 Penalty: 3571.040527
	Iteration 19Q: 3 clusters Score -158272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158279.890625 Penalty: 3571.040527
	Iteration 20F: 3 clusters Score -158279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158289.203125 Penalty: 3571.040527
	Iteration 21Q: 3 clusters Score -158289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158300.109375 Penalty: 3571.040527
	Iteration 22Q: 3 clusters Score -158300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -158311.093750 Penalty: 3571.040527
	Iteration 23Q: 3 clusters Score -158311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -158317.734375 Penalty: 3571.040527
	Iteration 24Q: 3 clusters Score -158317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -158319.843750 Penalty: 3571.040527
	Iteration 25Q: 3 clusters Score -158319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -158320.343750 Penalty: 3571.040527
	Iteration 26Q: 3 clusters Score -158320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -158321.218750 Penalty: 3571.040527
	Iteration 27Q: 3 clusters Score -158321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -158353.375000 Penalty: 3571.040527
	Iteration 28Q: 3 clusters Score -158353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -158379.562500 Penalty: 3571.040527
	Iteration 29Q: 3 clusters Score -158379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -158386.390625 Penalty: 3571.040527
	Iteration 30Q: 3 clusters Score -158386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -158390.250000 Penalty: 3571.040527
	Iteration 31Q: 3 clusters Score -158390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -158392.500000 Penalty: 3571.040527
	Iteration 32Q: 3 clusters Score -158392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -158394.343750 Penalty: 3571.040527
	Iteration 33Q: 3 clusters Score -158394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -158395.265625 Penalty: 3571.040527
	Iteration 34Q: 3 clusters Score -158395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -158398.562500 Penalty: 3571.040527
	Iteration 35Q: 3 clusters Score -158398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -158401.187500 Penalty: 3571.040527
	Iteration 36Q: 3 clusters Score -158401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -158402.921875 Penalty: 3571.040527
	Iteration 37Q: 3 clusters Score -158402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -158404.125000 Penalty: 3571.040527
	Iteration 38Q: 3 clusters Score -158404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -158408.015625 Penalty: 3571.040527
	Iteration 39Q: 3 clusters Score -158408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158423.328125 Penalty: 3571.040527
	Iteration 40F: 3 clusters Score -158423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -158451.468750 Penalty: 3571.040527
	Iteration 41Q: 3 clusters Score -158451.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -158472.187500 Penalty: 3571.040527
	Iteration 42Q: 3 clusters Score -158472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -158499.468750 Penalty: 3571.040527
	Iteration 43Q: 3 clusters Score -158499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -158515.703125 Penalty: 3571.040527
	Iteration 44Q: 3 clusters Score -158515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158555.312500 Penalty: 3571.040527
	Iteration 45Q: 3 clusters Score -158555.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -158606.531250 Penalty: 3571.040527
	Iteration 46Q: 3 clusters Score -158606.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -158659.234375 Penalty: 3571.040527
	Iteration 47Q: 3 clusters Score -158659.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158698.984375 Penalty: 3571.040527
	Iteration 48Q: 3 clusters Score -158699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158726.437500 Penalty: 3571.040527
	Iteration 49Q: 3 clusters Score -158726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -158744.031250 Penalty: 3571.040527
	Iteration 50Q: 3 clusters Score -158744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158759.375000 Penalty: 3571.040527
	Iteration 51Q: 3 clusters Score -158759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -158762.734375 Penalty: 3571.040527
	Iteration 52Q: 3 clusters Score -158762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -158766.093750 Penalty: 3571.040527
	Iteration 53Q: 3 clusters Score -158766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -158767.406250 Penalty: 3571.040527
	Iteration 54Q: 3 clusters Score -158767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -158768.281250 Penalty: 3571.040527
	Iteration 55Q: 3 clusters Score -158768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -158768.281250 Penalty: 3571.040527
	Iteration 56F: 3 clusters Score -158768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Entering Unmasked Estep 
Score: -1624827.000000 Penalty: 2338.111328
	Iteration 0F: 2 clusters Score -1624827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1615590.750000 Penalty: 4676.222656
	Iteration 0F: 3 clusters Score -1615591 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1618510.500000 Penalty: 4676.222656
	Iteration 1F: 3 clusters Score -1618510 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1618880.875000 Penalty: 4676.222656
	Iteration 2F: 3 clusters Score -1618881 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1619165.625000 Penalty: 4676.222656
	Iteration 3Q: 3 clusters Score -1619166 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1619392.500000 Penalty: 4676.222656
	Iteration 4Q: 3 clusters Score -1619392 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1619632.000000 Penalty: 4676.222656
	Iteration 5Q: 3 clusters Score -1619632 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1619878.125000 Penalty: 4676.222656
	Iteration 6Q: 3 clusters Score -1619878 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1620109.000000 Penalty: 4676.222656
	Iteration 7Q: 3 clusters Score -1620109 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1620358.875000 Penalty: 4676.222656
	Iteration 8Q: 3 clusters Score -1620359 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1620636.000000 Penalty: 4676.222656
	Iteration 9Q: 3 clusters Score -1620636 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1620961.125000 Penalty: 4676.222656
	Iteration 10Q: 3 clusters Score -1620961 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1621265.000000 Penalty: 4676.222656
	Iteration 11Q: 3 clusters Score -1621265 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1621576.250000 Penalty: 4676.222656
	Iteration 12Q: 3 clusters Score -1621576 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1621906.250000 Penalty: 4676.222656
	Iteration 13Q: 3 clusters Score -1621906 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1622215.250000 Penalty: 4676.222656
	Iteration 14Q: 3 clusters Score -1622215 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1622431.875000 Penalty: 4676.222656
	Iteration 15Q: 3 clusters Score -1622432 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1622576.375000 Penalty: 4676.222656
	Iteration 16Q: 3 clusters Score -1622576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1622684.625000 Penalty: 4676.222656
	Iteration 17Q: 3 clusters Score -1622685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1622750.250000 Penalty: 4676.222656
	Iteration 18Q: 3 clusters Score -1622750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1622787.625000 Penalty: 4676.222656
	Iteration 19Q: 3 clusters Score -1622788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1622820.875000 Penalty: 4676.222656
	Iteration 20F: 3 clusters Score -1622821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1622847.000000 Penalty: 4676.222656
	Iteration 21Q: 3 clusters Score -1622847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1622867.500000 Penalty: 4676.222656
	Iteration 22Q: 3 clusters Score -1622868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1622886.250000 Penalty: 4676.222656
	Iteration 23Q: 3 clusters Score -1622886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1622901.125000 Penalty: 4676.222656
	Iteration 24Q: 3 clusters Score -1622901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1622907.500000 Penalty: 4676.222656
	Iteration 25Q: 3 clusters Score -1622908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1622916.875000 Penalty: 4676.222656
	Iteration 26Q: 3 clusters Score -1622917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1622924.875000 Penalty: 4676.222656
	Iteration 27Q: 3 clusters Score -1622925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1622930.750000 Penalty: 4676.222656
	Iteration 28Q: 3 clusters Score -1622931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1622934.500000 Penalty: 4676.222656
	Iteration 29Q: 3 clusters Score -1622934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1622935.125000 Penalty: 4676.222656
	Iteration 30Q: 3 clusters Score -1622935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1622935.375000 Penalty: 4676.222656
	Iteration 31Q: 3 clusters Score -1622935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1622935.250000 Penalty: 4676.222656
	Iteration 32Q: 3 clusters Score -1622935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1622938.000000 Penalty: 4676.222656
	Iteration 33Q: 3 clusters Score -1622938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1622939.000000 Penalty: 4676.222656
	Iteration 34Q: 3 clusters Score -1622939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1622942.875000 Penalty: 4676.222656
	Iteration 35Q: 3 clusters Score -1622943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1622945.375000 Penalty: 4676.222656
	Iteration 36Q: 3 clusters Score -1622945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1622946.875000 Penalty: 4676.222656
	Iteration 37Q: 3 clusters Score -1622947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1622949.750000 Penalty: 4676.222656
	Iteration 38Q: 3 clusters Score -1622950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1622952.375000 Penalty: 4676.222656
	Iteration 39Q: 3 clusters Score -1622952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1622955.750000 Penalty: 4676.222656
	Iteration 40F: 3 clusters Score -1622956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1622955.625000 Penalty: 4676.222656
	Iteration 41Q: 3 clusters Score -1622956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1622955.000000 Penalty: 4676.222656
	Iteration 42Q: 3 clusters Score -1622955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1622957.000000 Penalty: 4676.222656
	Iteration 43Q: 3 clusters Score -1622957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1622955.500000 Penalty: 4676.222656
	Iteration 44Q: 3 clusters Score -1622956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1622958.125000 Penalty: 4676.222656
	Iteration 45Q: 3 clusters Score -1622958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1622961.375000 Penalty: 4676.222656
	Iteration 46Q: 3 clusters Score -1622961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1622963.875000 Penalty: 4676.222656
	Iteration 47Q: 3 clusters Score -1622964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1622959.875000 Penalty: 4676.222656
	Iteration 48Q: 3 clusters Score -1622960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1622965.750000 Penalty: 4676.222656
	Iteration 49Q: 3 clusters Score -1622966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1622967.250000 Penalty: 4676.222656
	Iteration 50Q: 3 clusters Score -1622967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1622973.000000 Penalty: 4676.222656
	Iteration 51Q: 3 clusters Score -1622973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1622967.875000 Penalty: 4676.222656
	Iteration 52Q: 3 clusters Score -1622968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1622971.000000 Penalty: 4676.222656
	Iteration 53Q: 3 clusters Score -1622971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1622971.250000 Penalty: 4676.222656
	Iteration 54Q: 3 clusters Score -1622971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1622974.750000 Penalty: 4676.222656
	Iteration 55Q: 3 clusters Score -1622975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1622973.875000 Penalty: 4676.222656
	Iteration 56Q: 3 clusters Score -1622974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1622973.875000 Penalty: 4676.222656
	Iteration 57Q: 3 clusters Score -1622974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1622975.500000 Penalty: 4676.222656
	Iteration 58Q: 3 clusters Score -1622976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1622976.750000 Penalty: 4676.222656
	Iteration 59Q: 3 clusters Score -1622977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1622980.875000 Penalty: 4676.222656
	Iteration 60F: 3 clusters Score -1622981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1622984.500000 Penalty: 4676.222656
	Iteration 61Q: 3 clusters Score -1622984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1622990.250000 Penalty: 4676.222656
	Iteration 62Q: 3 clusters Score -1622990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1622991.375000 Penalty: 4676.222656
	Iteration 63Q: 3 clusters Score -1622991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1622992.625000 Penalty: 4676.222656
	Iteration 64Q: 3 clusters Score -1622993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1622998.750000 Penalty: 4676.222656
	Iteration 65Q: 3 clusters Score -1622999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1623006.500000 Penalty: 4676.222656
	Iteration 66Q: 3 clusters Score -1623006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1623011.000000 Penalty: 4676.222656
	Iteration 67Q: 3 clusters Score -1623011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1623012.250000 Penalty: 4676.222656
	Iteration 68Q: 3 clusters Score -1623012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1623013.000000 Penalty: 4676.222656
	Iteration 69Q: 3 clusters Score -1623013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1623011.750000 Penalty: 4676.222656
	Iteration 70Q: 3 clusters Score -1623012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1623011.750000 Penalty: 4676.222656
	Iteration 71F: 3 clusters Score -1623012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Entering Unmasked Estep 
Score: -2594094.500000 Penalty: 2458.028809
	Iteration 0F: 2 clusters Score -2594094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2579806.750000 Penalty: 4916.057617
	Iteration 0F: 3 clusters Score -2579807 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2584715.000000 Penalty: 4916.057617
	Iteration 1F: 3 clusters Score -2584715 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2585457.750000 Penalty: 4916.057617
	Iteration 2F: 3 clusters Score -2585458 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2586201.750000 Penalty: 4916.057617
	Iteration 3F: 3 clusters Score -2586202 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2586998.750000 Penalty: 4916.057617
	Iteration 4F: 3 clusters Score -2586999 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2587888.000000 Penalty: 4916.057617
	Iteration 5F: 3 clusters Score -2587888 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2588952.250000 Penalty: 4916.057617
	Iteration 6F: 3 clusters Score -2588952 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2590024.250000 Penalty: 4916.057617
	Iteration 7F: 3 clusters Score -2590024 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2590839.000000 Penalty: 4916.057617
	Iteration 8F: 3 clusters Score -2590839 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2591400.250000 Penalty: 4916.057617
	Iteration 9Q: 3 clusters Score -2591400 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2591718.000000 Penalty: 4916.057617
	Iteration 10Q: 3 clusters Score -2591718 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2591876.000000 Penalty: 4916.057617
	Iteration 11Q: 3 clusters Score -2591876 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2591964.250000 Penalty: 4916.057617
	Iteration 12Q: 3 clusters Score -2591964 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2592018.750000 Penalty: 4916.057617
	Iteration 13Q: 3 clusters Score -2592019 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2592060.250000 Penalty: 4916.057617
	Iteration 14Q: 3 clusters Score -2592060 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2592086.000000 Penalty: 4916.057617
	Iteration 15Q: 3 clusters Score -2592086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2592101.250000 Penalty: 4916.057617
	Iteration 16Q: 3 clusters Score -2592101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2592112.250000 Penalty: 4916.057617
	Iteration 17Q: 3 clusters Score -2592112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2592125.000000 Penalty: 4916.057617
	Iteration 18Q: 3 clusters Score -2592125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2592137.750000 Penalty: 4916.057617
	Iteration 19Q: 3 clusters Score -2592138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2592134.250000 Penalty: 4916.057617
	Iteration 20F: 3 clusters Score -2592134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2592144.000000 Penalty: 4916.057617
	Iteration 21Q: 3 clusters Score -2592144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2592154.750000 Penalty: 4916.057617
	Iteration 22Q: 3 clusters Score -2592155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2592162.000000 Penalty: 4916.057617
	Iteration 23Q: 3 clusters Score -2592162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2592158.250000 Penalty: 4916.057617
	Iteration 24Q: 3 clusters Score -2592158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2592160.750000 Penalty: 4916.057617
	Iteration 25Q: 3 clusters Score -2592161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2592171.250000 Penalty: 4916.057617
	Iteration 26Q: 3 clusters Score -2592171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2592176.750000 Penalty: 4916.057617
	Iteration 27Q: 3 clusters Score -2592177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2592188.750000 Penalty: 4916.057617
	Iteration 28Q: 3 clusters Score -2592189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2592201.000000 Penalty: 4916.057617
	Iteration 29Q: 3 clusters Score -2592201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2592210.750000 Penalty: 4916.057617
	Iteration 30Q: 3 clusters Score -2592211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2592211.500000 Penalty: 4916.057617
	Iteration 31Q: 3 clusters Score -2592212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2592223.250000 Penalty: 4916.057617
	Iteration 32Q: 3 clusters Score -2592223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2592220.000000 Penalty: 4916.057617
	Iteration 33Q: 3 clusters Score -2592220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2592216.750000 Penalty: 4916.057617
	Iteration 34Q: 3 clusters Score -2592217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2592217.750000 Penalty: 4916.057617
	Iteration 35Q: 3 clusters Score -2592218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2592223.500000 Penalty: 4916.057617
	Iteration 36Q: 3 clusters Score -2592224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2592216.500000 Penalty: 4916.057617
	Iteration 37Q: 3 clusters Score -2592216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2592218.500000 Penalty: 4916.057617
	Iteration 38Q: 3 clusters Score -2592218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2592216.500000 Penalty: 4916.057617
	Iteration 39Q: 3 clusters Score -2592216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2592221.250000 Penalty: 4916.057617
	Iteration 40F: 3 clusters Score -2592221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2592226.000000 Penalty: 4916.057617
	Iteration 41Q: 3 clusters Score -2592226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2592228.000000 Penalty: 4916.057617
	Iteration 42Q: 3 clusters Score -2592228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2592232.000000 Penalty: 4916.057617
	Iteration 43Q: 3 clusters Score -2592232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2592227.000000 Penalty: 4916.057617
	Iteration 44Q: 3 clusters Score -2592227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2592227.250000 Penalty: 4916.057617
	Iteration 45Q: 3 clusters Score -2592227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2592224.750000 Penalty: 4916.057617
	Iteration 46Q: 3 clusters Score -2592225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2592227.500000 Penalty: 4916.057617
	Iteration 47Q: 3 clusters Score -2592228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2592228.000000 Penalty: 4916.057617
	Iteration 48Q: 3 clusters Score -2592228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2592228.000000 Penalty: 4916.057617
	Iteration 49F: 3 clusters Score -2592228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Entering Unmasked Estep 
Score: -2124183.750000 Penalty: 2405.271484
	Iteration 0F: 2 clusters Score -2124184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2112431.500000 Penalty: 4810.542969
	Iteration 0F: 3 clusters Score -2112432 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2116172.500000 Penalty: 4810.542969
	Iteration 1F: 3 clusters Score -2116172 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2116507.000000 Penalty: 4810.542969
	Iteration 2F: 3 clusters Score -2116507 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2116767.000000 Penalty: 4810.542969
	Iteration 3Q: 3 clusters Score -2116767 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2116971.250000 Penalty: 4810.542969
	Iteration 4Q: 3 clusters Score -2116971 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2117151.500000 Penalty: 4810.542969
	Iteration 5Q: 3 clusters Score -2117152 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2117375.250000 Penalty: 4810.542969
	Iteration 6Q: 3 clusters Score -2117375 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2117597.000000 Penalty: 4810.542969
	Iteration 7Q: 3 clusters Score -2117597 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2117856.500000 Penalty: 4810.542969
	Iteration 8Q: 3 clusters Score -2117856 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2118164.000000 Penalty: 4810.542969
	Iteration 9Q: 3 clusters Score -2118164 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2118521.750000 Penalty: 4810.542969
	Iteration 10Q: 3 clusters Score -2118522 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2118905.000000 Penalty: 4810.542969
	Iteration 11Q: 3 clusters Score -2118905 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2119265.500000 Penalty: 4810.542969
	Iteration 12Q: 3 clusters Score -2119266 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2119611.250000 Penalty: 4810.542969
	Iteration 13Q: 3 clusters Score -2119611 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2119927.250000 Penalty: 4810.542969
	Iteration 14Q: 3 clusters Score -2119927 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2120273.000000 Penalty: 4810.542969
	Iteration 15Q: 3 clusters Score -2120273 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2120581.250000 Penalty: 4810.542969
	Iteration 16Q: 3 clusters Score -2120581 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2120867.250000 Penalty: 4810.542969
	Iteration 17Q: 3 clusters Score -2120867 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2121108.500000 Penalty: 4810.542969
	Iteration 18Q: 3 clusters Score -2121108 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2121308.250000 Penalty: 4810.542969
	Iteration 19Q: 3 clusters Score -2121308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2121455.750000 Penalty: 4810.542969
	Iteration 20F: 3 clusters Score -2121456 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2121584.000000 Penalty: 4810.542969
	Iteration 21Q: 3 clusters Score -2121584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2121679.000000 Penalty: 4810.542969
	Iteration 22Q: 3 clusters Score -2121679 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2121763.500000 Penalty: 4810.542969
	Iteration 23Q: 3 clusters Score -2121764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2121826.250000 Penalty: 4810.542969
	Iteration 24Q: 3 clusters Score -2121826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2121878.000000 Penalty: 4810.542969
	Iteration 25Q: 3 clusters Score -2121878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2121924.500000 Penalty: 4810.542969
	Iteration 26Q: 3 clusters Score -2121924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2121948.250000 Penalty: 4810.542969
	Iteration 27Q: 3 clusters Score -2121948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2121962.000000 Penalty: 4810.542969
	Iteration 28Q: 3 clusters Score -2121962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2121978.500000 Penalty: 4810.542969
	Iteration 29Q: 3 clusters Score -2121978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2121992.250000 Penalty: 4810.542969
	Iteration 30Q: 3 clusters Score -2121992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2122006.500000 Penalty: 4810.542969
	Iteration 31Q: 3 clusters Score -2122006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2122022.500000 Penalty: 4810.542969
	Iteration 32Q: 3 clusters Score -2122022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2122037.750000 Penalty: 4810.542969
	Iteration 33Q: 3 clusters Score -2122038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2122045.250000 Penalty: 4810.542969
	Iteration 34Q: 3 clusters Score -2122045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2122058.750000 Penalty: 4810.542969
	Iteration 35Q: 3 clusters Score -2122059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2122069.000000 Penalty: 4810.542969
	Iteration 36Q: 3 clusters Score -2122069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2122074.250000 Penalty: 4810.542969
	Iteration 37Q: 3 clusters Score -2122074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2122079.750000 Penalty: 4810.542969
	Iteration 38Q: 3 clusters Score -2122080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2122083.000000 Penalty: 4810.542969
	Iteration 39Q: 3 clusters Score -2122083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2122083.500000 Penalty: 4810.542969
	Iteration 40F: 3 clusters Score -2122084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2122089.250000 Penalty: 4810.542969
	Iteration 41Q: 3 clusters Score -2122089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2122095.000000 Penalty: 4810.542969
	Iteration 42Q: 3 clusters Score -2122095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2122103.000000 Penalty: 4810.542969
	Iteration 43Q: 3 clusters Score -2122103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2122107.000000 Penalty: 4810.542969
	Iteration 44Q: 3 clusters Score -2122107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2122106.000000 Penalty: 4810.542969
	Iteration 45Q: 3 clusters Score -2122106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2122107.750000 Penalty: 4810.542969
	Iteration 46Q: 3 clusters Score -2122108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2122112.750000 Penalty: 4810.542969
	Iteration 47Q: 3 clusters Score -2122113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2122116.500000 Penalty: 4810.542969
	Iteration 48Q: 3 clusters Score -2122116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2122122.000000 Penalty: 4810.542969
	Iteration 49Q: 3 clusters Score -2122122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2122129.000000 Penalty: 4810.542969
	Iteration 50Q: 3 clusters Score -2122129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2122131.750000 Penalty: 4810.542969
	Iteration 51Q: 3 clusters Score -2122132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2122134.750000 Penalty: 4810.542969
	Iteration 52Q: 3 clusters Score -2122135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2122138.250000 Penalty: 4810.542969
	Iteration 53Q: 3 clusters Score -2122138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2122144.750000 Penalty: 4810.542969
	Iteration 54Q: 3 clusters Score -2122145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2122153.500000 Penalty: 4810.542969
	Iteration 55Q: 3 clusters Score -2122154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2122160.500000 Penalty: 4810.542969
	Iteration 56Q: 3 clusters Score -2122160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2122162.250000 Penalty: 4810.542969
	Iteration 57Q: 3 clusters Score -2122162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2122165.250000 Penalty: 4810.542969
	Iteration 58Q: 3 clusters Score -2122165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2122168.000000 Penalty: 4810.542969
	Iteration 59Q: 3 clusters Score -2122168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2122168.500000 Penalty: 4810.542969
	Iteration 60F: 3 clusters Score -2122168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2122171.250000 Penalty: 4810.542969
	Iteration 61Q: 3 clusters Score -2122171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2122174.750000 Penalty: 4810.542969
	Iteration 62Q: 3 clusters Score -2122175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2122176.500000 Penalty: 4810.542969
	Iteration 63Q: 3 clusters Score -2122176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2122177.500000 Penalty: 4810.542969
	Iteration 64Q: 3 clusters Score -2122178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2122178.500000 Penalty: 4810.542969
	Iteration 65Q: 3 clusters Score -2122178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2122182.750000 Penalty: 4810.542969
	Iteration 66Q: 3 clusters Score -2122183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2122182.750000 Penalty: 4810.542969
	Iteration 67F: 3 clusters Score -2122183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.691406 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.69 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 263 members 
Entering Unmasked Estep 
Score: -59863.566406 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59863.57 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60160.753906 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60160.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60281.433594 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60281.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60413.082031 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60413.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60694.144531 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -60694.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61184.789062 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -61184.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61803.324219 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -61803.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61979.070312 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61979.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61992.472656 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61992.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61992.472656 Penalty: 3158.620605
	Iteration 9F: 3 clusters Score -61992.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39185 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 172 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31679 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71679 members 
Mstep: Class 17 contains 166508 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150779 members 
Mstep: Class 23 contains 177347 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 411 members 
Entering Unmasked Estep 
Score: -166460896.000000 Penalty: 87361.351562
Splitting cluster 12 changes total score from -166461280.000000 to -166460896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -64555.714844 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -64555.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62953.097656 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -62953.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63396.257812 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -63396.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63659.589844 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -63659.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63890.097656 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -63890.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64003.507812 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -64003.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64071.308594 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -64071.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64146.238281 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -64146.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64251.453125 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -64251.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64396.421875 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -64396.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64415.617188 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -64415.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64420.617188 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -64420.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64425.183594 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -64425.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64457.031250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -64457.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64508.031250 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -64508.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64548.312500 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -64548.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64563.300781 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -64563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64574.781250 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -64574.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64588.082031 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -64588.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64592.296875 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -64592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64592.296875 Penalty: 3218.645508
	Iteration 19F: 3 clusters Score -64592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39185 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 31679 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71679 members 
Mstep: Class 17 contains 166508 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150779 members 
Mstep: Class 23 contains 177347 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 235 members 
Entering Unmasked Estep 
Score: -166460528.000000 Penalty: 87361.351562
Splitting cluster 13 changes total score from -166461280.000000 to -166460528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (31679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Entering Unmasked Estep 
Score: -4070768.250000 Penalty: 2570.125488
	Iteration 0F: 2 clusters Score -4070768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4049046.000000 Penalty: 5140.250977
	Iteration 0F: 3 clusters Score -4049046 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4056979.500000 Penalty: 5140.250977
	Iteration 1F: 3 clusters Score -4056980 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4057444.500000 Penalty: 5140.250977
	Iteration 2Q: 3 clusters Score -4057444 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4057901.000000 Penalty: 5140.250977
	Iteration 3Q: 3 clusters Score -4057901 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4058411.750000 Penalty: 5140.250977
	Iteration 4Q: 3 clusters Score -4058412 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4059126.500000 Penalty: 5140.250977
	Iteration 5Q: 3 clusters Score -4059126 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4060110.000000 Penalty: 5140.250977
	Iteration 6Q: 3 clusters Score -4060110 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4061269.250000 Penalty: 5140.250977
	Iteration 7Q: 3 clusters Score -4061269 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4062543.750000 Penalty: 5140.250977
	Iteration 8Q: 3 clusters Score -4062544 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -4063788.250000 Penalty: 5140.250977
	Iteration 9Q: 3 clusters Score -4063788 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4064844.250000 Penalty: 5140.250977
	Iteration 10Q: 3 clusters Score -4064844 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4065719.500000 Penalty: 5140.250977
	Iteration 11Q: 3 clusters Score -4065720 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4066295.500000 Penalty: 5140.250977
	Iteration 12Q: 3 clusters Score -4066296 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4066706.500000 Penalty: 5140.250977
	Iteration 13Q: 3 clusters Score -4066706 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4067026.750000 Penalty: 5140.250977
	Iteration 14Q: 3 clusters Score -4067027 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4067247.500000 Penalty: 5140.250977
	Iteration 15Q: 3 clusters Score -4067248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4067413.500000 Penalty: 5140.250977
	Iteration 16Q: 3 clusters Score -4067414 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4067599.750000 Penalty: 5140.250977
	Iteration 17Q: 3 clusters Score -4067600 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4067733.250000 Penalty: 5140.250977
	Iteration 18Q: 3 clusters Score -4067733 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4067855.500000 Penalty: 5140.250977
	Iteration 19Q: 3 clusters Score -4067856 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4067932.750000 Penalty: 5140.250977
	Iteration 20F: 3 clusters Score -4067933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4068013.000000 Penalty: 5140.250977
	Iteration 21Q: 3 clusters Score -4068013 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4068091.250000 Penalty: 5140.250977
	Iteration 22Q: 3 clusters Score -4068091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4068143.250000 Penalty: 5140.250977
	Iteration 23Q: 3 clusters Score -4068143 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4068199.750000 Penalty: 5140.250977
	Iteration 24Q: 3 clusters Score -4068200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4068234.750000 Penalty: 5140.250977
	Iteration 25Q: 3 clusters Score -4068235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4068263.000000 Penalty: 5140.250977
	Iteration 26Q: 3 clusters Score -4068263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4068284.500000 Penalty: 5140.250977
	Iteration 27Q: 3 clusters Score -4068284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4068317.750000 Penalty: 5140.250977
	Iteration 28Q: 3 clusters Score -4068318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4068348.250000 Penalty: 5140.250977
	Iteration 29Q: 3 clusters Score -4068348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4068369.000000 Penalty: 5140.250977
	Iteration 30Q: 3 clusters Score -4068369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4068385.500000 Penalty: 5140.250977
	Iteration 31Q: 3 clusters Score -4068386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4068404.000000 Penalty: 5140.250977
	Iteration 32Q: 3 clusters Score -4068404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4068420.000000 Penalty: 5140.250977
	Iteration 33Q: 3 clusters Score -4068420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4068439.000000 Penalty: 5140.250977
	Iteration 34Q: 3 clusters Score -4068439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4068443.750000 Penalty: 5140.250977
	Iteration 35Q: 3 clusters Score -4068444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4068467.250000 Penalty: 5140.250977
	Iteration 36Q: 3 clusters Score -4068467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4068476.250000 Penalty: 5140.250977
	Iteration 37Q: 3 clusters Score -4068476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4068483.500000 Penalty: 5140.250977
	Iteration 38Q: 3 clusters Score -4068484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4068494.500000 Penalty: 5140.250977
	Iteration 39Q: 3 clusters Score -4068494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4068503.750000 Penalty: 5140.250977
	Iteration 40F: 3 clusters Score -4068504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4068517.500000 Penalty: 5140.250977
	Iteration 41Q: 3 clusters Score -4068518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4068529.750000 Penalty: 5140.250977
	Iteration 42Q: 3 clusters Score -4068530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4068537.250000 Penalty: 5140.250977
	Iteration 43Q: 3 clusters Score -4068537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4068549.500000 Penalty: 5140.250977
	Iteration 44Q: 3 clusters Score -4068550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4068559.250000 Penalty: 5140.250977
	Iteration 45Q: 3 clusters Score -4068559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4068568.000000 Penalty: 5140.250977
	Iteration 46Q: 3 clusters Score -4068568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4068574.000000 Penalty: 5140.250977
	Iteration 47Q: 3 clusters Score -4068574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4068584.250000 Penalty: 5140.250977
	Iteration 48Q: 3 clusters Score -4068584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4068588.500000 Penalty: 5140.250977
	Iteration 49Q: 3 clusters Score -4068588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4068595.500000 Penalty: 5140.250977
	Iteration 50Q: 3 clusters Score -4068596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4068601.000000 Penalty: 5140.250977
	Iteration 51Q: 3 clusters Score -4068601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4068605.750000 Penalty: 5140.250977
	Iteration 52Q: 3 clusters Score -4068606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4068604.500000 Penalty: 5140.250977
	Iteration 53Q: 3 clusters Score -4068604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4068614.250000 Penalty: 5140.250977
	Iteration 54Q: 3 clusters Score -4068614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4068622.000000 Penalty: 5140.250977
	Iteration 55Q: 3 clusters Score -4068622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4068629.250000 Penalty: 5140.250977
	Iteration 56Q: 3 clusters Score -4068629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4068630.750000 Penalty: 5140.250977
	Iteration 57Q: 3 clusters Score -4068631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4068633.000000 Penalty: 5140.250977
	Iteration 58Q: 3 clusters Score -4068633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4068634.000000 Penalty: 5140.250977
	Iteration 59Q: 3 clusters Score -4068634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4068631.750000 Penalty: 5140.250977
	Iteration 60F: 3 clusters Score -4068632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4068637.500000 Penalty: 5140.250977
	Iteration 61Q: 3 clusters Score -4068638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4068640.000000 Penalty: 5140.250977
	Iteration 62Q: 3 clusters Score -4068640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4068645.750000 Penalty: 5140.250977
	Iteration 63Q: 3 clusters Score -4068646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4068644.000000 Penalty: 5140.250977
	Iteration 64Q: 3 clusters Score -4068644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4068644.250000 Penalty: 5140.250977
	Iteration 65Q: 3 clusters Score -4068644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4068643.750000 Penalty: 5140.250977
	Iteration 66Q: 3 clusters Score -4068644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4068644.250000 Penalty: 5140.250977
	Iteration 67Q: 3 clusters Score -4068644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4068647.250000 Penalty: 5140.250977
	Iteration 68Q: 3 clusters Score -4068647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4068648.750000 Penalty: 5140.250977
	Iteration 69Q: 3 clusters Score -4068649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4068646.250000 Penalty: 5140.250977
	Iteration 70Q: 3 clusters Score -4068646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4068646.250000 Penalty: 5140.250977
	Iteration 71F: 3 clusters Score -4068646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67787.718750 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67787.72 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67966.218750 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67966.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68044.960938 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -68044.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68079.335938 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68079.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68082.992188 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68082.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68082.992188 Penalty: 3154.348633
	Iteration 5F: 3 clusters Score -68082.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Entering Unmasked Estep 
Score: -8964827.000000 Penalty: 2772.628174
	Iteration 0F: 2 clusters Score -8964827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -8916941.000000 Penalty: 5545.256348
	Iteration 0F: 3 clusters Score -8916941 nChanged 33510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -8936101.000000 Penalty: 5545.256348
	Iteration 1F: 3 clusters Score -8936101 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -8936877.000000 Penalty: 5545.256348
	Iteration 2Q: 3 clusters Score -8936877 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -8938195.000000 Penalty: 5545.256348
	Iteration 3Q: 3 clusters Score -8938195 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -8940357.000000 Penalty: 5545.256348
	Iteration 4F: 3 clusters Score -8940357 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -8944010.000000 Penalty: 5545.256348
	Iteration 5F: 3 clusters Score -8944010 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -8949402.000000 Penalty: 5545.256348
	Iteration 6F: 3 clusters Score -8949402 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8955513.000000 Penalty: 5545.256348
	Iteration 7F: 3 clusters Score -8955513 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8959698.000000 Penalty: 5545.256348
	Iteration 8F: 3 clusters Score -8959698 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8961538.000000 Penalty: 5545.256348
	Iteration 9Q: 3 clusters Score -8961538 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8962095.000000 Penalty: 5545.256348
	Iteration 10Q: 3 clusters Score -8962095 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8962314.000000 Penalty: 5545.256348
	Iteration 11Q: 3 clusters Score -8962314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8962407.000000 Penalty: 5545.256348
	Iteration 12Q: 3 clusters Score -8962407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8962456.000000 Penalty: 5545.256348
	Iteration 13Q: 3 clusters Score -8962456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8962498.000000 Penalty: 5545.256348
	Iteration 14Q: 3 clusters Score -8962498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8962505.000000 Penalty: 5545.256348
	Iteration 15Q: 3 clusters Score -8962505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8962517.000000 Penalty: 5545.256348
	Iteration 16Q: 3 clusters Score -8962517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8962532.000000 Penalty: 5545.256348
	Iteration 17Q: 3 clusters Score -8962532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8962530.000000 Penalty: 5545.256348
	Iteration 18Q: 3 clusters Score -8962530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8962544.000000 Penalty: 5545.256348
	Iteration 19Q: 3 clusters Score -8962544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8962543.000000 Penalty: 5545.256348
	Iteration 20F: 3 clusters Score -8962543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8962548.000000 Penalty: 5545.256348
	Iteration 21Q: 3 clusters Score -8962548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8962560.000000 Penalty: 5545.256348
	Iteration 22Q: 3 clusters Score -8962560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8962557.000000 Penalty: 5545.256348
	Iteration 23Q: 3 clusters Score -8962557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8962557.000000 Penalty: 5545.256348
	Iteration 24F: 3 clusters Score -8962557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Entering Unmasked Estep 
Score: -21644542.000000 Penalty: 2981.654053
	Iteration 0F: 2 clusters Score -2.164454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -21533998.000000 Penalty: 5963.308105
	Iteration 0F: 3 clusters Score -2.1534e+07 nChanged 79815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -21579884.000000 Penalty: 5963.308105
	Iteration 1F: 3 clusters Score -2.157988e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -21580546.000000 Penalty: 5963.308105
	Iteration 2Q: 3 clusters Score -2.158055e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -21581242.000000 Penalty: 5963.308105
	Iteration 3Q: 3 clusters Score -2.158124e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -21582146.000000 Penalty: 5963.308105
	Iteration 4Q: 3 clusters Score -2.158215e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -21583032.000000 Penalty: 5963.308105
	Iteration 5Q: 3 clusters Score -2.158303e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -21584452.000000 Penalty: 5963.308105
	Iteration 6Q: 3 clusters Score -2.158445e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -21587190.000000 Penalty: 5963.308105
	Iteration 7Q: 3 clusters Score -2.158719e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -21592014.000000 Penalty: 5963.308105
	Iteration 8F: 3 clusters Score -2.159201e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -21600798.000000 Penalty: 5963.308105
	Iteration 9F: 3 clusters Score -2.16008e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 134186 members 
Entering Unmasked Estep 
Score: -21613192.000000 Penalty: 5963.308105
	Iteration 10F: 3 clusters Score -2.161319e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -21625818.000000 Penalty: 5963.308105
	Iteration 11F: 3 clusters Score -2.162582e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -21633894.000000 Penalty: 5963.308105
	Iteration 12F: 3 clusters Score -2.163389e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -21638222.000000 Penalty: 5963.308105
	Iteration 13Q: 3 clusters Score -2.163822e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 163036 members 
Entering Unmasked Estep 
Score: -21640164.000000 Penalty: 5963.308105
	Iteration 14Q: 3 clusters Score -2.164016e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -21641128.000000 Penalty: 5963.308105
	Iteration 15Q: 3 clusters Score -2.164113e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -21641408.000000 Penalty: 5963.308105
	Iteration 16Q: 3 clusters Score -2.164141e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -21641554.000000 Penalty: 5963.308105
	Iteration 17Q: 3 clusters Score -2.164155e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21641678.000000 Penalty: 5963.308105
	Iteration 18Q: 3 clusters Score -2.164168e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -21641710.000000 Penalty: 5963.308105
	Iteration 19Q: 3 clusters Score -2.164171e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -21641766.000000 Penalty: 5963.308105
	Iteration 20F: 3 clusters Score -2.164177e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -21641774.000000 Penalty: 5963.308105
	Iteration 21Q: 3 clusters Score -2.164177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -21641812.000000 Penalty: 5963.308105
	Iteration 22Q: 3 clusters Score -2.164181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -21641808.000000 Penalty: 5963.308105
	Iteration 23Q: 3 clusters Score -2.164181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -21641856.000000 Penalty: 5963.308105
	Iteration 24Q: 3 clusters Score -2.164186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -21641882.000000 Penalty: 5963.308105
	Iteration 25Q: 3 clusters Score -2.164188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 165869 members 
Entering Unmasked Estep 
Score: -21641898.000000 Penalty: 5963.308105
	Iteration 26Q: 3 clusters Score -2.16419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -21641906.000000 Penalty: 5963.308105
	Iteration 27Q: 3 clusters Score -2.164191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -21641918.000000 Penalty: 5963.308105
	Iteration 28Q: 3 clusters Score -2.164192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -21641922.000000 Penalty: 5963.308105
	Iteration 29Q: 3 clusters Score -2.164192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -21641936.000000 Penalty: 5963.308105
	Iteration 30Q: 3 clusters Score -2.164194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 165916 members 
Entering Unmasked Estep 
Score: -21641942.000000 Penalty: 5963.308105
	Iteration 31Q: 3 clusters Score -2.164194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -21641948.000000 Penalty: 5963.308105
	Iteration 32Q: 3 clusters Score -2.164195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 165935 members 
Entering Unmasked Estep 
Score: -21641948.000000 Penalty: 5963.308105
	Iteration 33Q: 3 clusters Score -2.164195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -21641956.000000 Penalty: 5963.308105
	Iteration 34Q: 3 clusters Score -2.164196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 165956 members 
Entering Unmasked Estep 
Score: -21641970.000000 Penalty: 5963.308105
	Iteration 35Q: 3 clusters Score -2.164197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 165961 members 
Entering Unmasked Estep 
Score: -21641990.000000 Penalty: 5963.308105
	Iteration 36Q: 3 clusters Score -2.164199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -21641986.000000 Penalty: 5963.308105
	Iteration 37Q: 3 clusters Score -2.164199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -21641980.000000 Penalty: 5963.308105
	Iteration 38Q: 3 clusters Score -2.164198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -21641978.000000 Penalty: 5963.308105
	Iteration 39Q: 3 clusters Score -2.164198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 165976 members 
Entering Unmasked Estep 
Score: -21641982.000000 Penalty: 5963.308105
	Iteration 40F: 3 clusters Score -2.164198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -21641990.000000 Penalty: 5963.308105
	Iteration 41Q: 3 clusters Score -2.164199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -21641986.000000 Penalty: 5963.308105
	Iteration 42Q: 3 clusters Score -2.164199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -21641994.000000 Penalty: 5963.308105
	Iteration 43Q: 3 clusters Score -2.164199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -21641994.000000 Penalty: 5963.308105
	Iteration 44F: 3 clusters Score -2.164199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -1432335.000000 Penalty: 2320.780273
	Iteration 0F: 2 clusters Score -1432335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1423642.000000 Penalty: 4641.560547
	Iteration 0F: 3 clusters Score -1423642 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1426195.500000 Penalty: 4641.560547
	Iteration 1F: 3 clusters Score -1426196 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1426491.875000 Penalty: 4641.560547
	Iteration 2F: 3 clusters Score -1426492 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1426693.000000 Penalty: 4641.560547
	Iteration 3Q: 3 clusters Score -1426693 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1426895.000000 Penalty: 4641.560547
	Iteration 4Q: 3 clusters Score -1426895 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1427073.625000 Penalty: 4641.560547
	Iteration 5Q: 3 clusters Score -1427074 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1427234.750000 Penalty: 4641.560547
	Iteration 6Q: 3 clusters Score -1427235 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1427424.250000 Penalty: 4641.560547
	Iteration 7Q: 3 clusters Score -1427424 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1427651.375000 Penalty: 4641.560547
	Iteration 8Q: 3 clusters Score -1427651 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1427930.125000 Penalty: 4641.560547
	Iteration 9Q: 3 clusters Score -1427930 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1428238.500000 Penalty: 4641.560547
	Iteration 10Q: 3 clusters Score -1428238 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1428565.500000 Penalty: 4641.560547
	Iteration 11Q: 3 clusters Score -1428566 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1428903.750000 Penalty: 4641.560547
	Iteration 12Q: 3 clusters Score -1428904 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1429266.000000 Penalty: 4641.560547
	Iteration 13Q: 3 clusters Score -1429266 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1429597.625000 Penalty: 4641.560547
	Iteration 14Q: 3 clusters Score -1429598 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1429856.750000 Penalty: 4641.560547
	Iteration 15Q: 3 clusters Score -1429857 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1430079.750000 Penalty: 4641.560547
	Iteration 16Q: 3 clusters Score -1430080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1430200.125000 Penalty: 4641.560547
	Iteration 17Q: 3 clusters Score -1430200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1430288.500000 Penalty: 4641.560547
	Iteration 18Q: 3 clusters Score -1430288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1430338.875000 Penalty: 4641.560547
	Iteration 19Q: 3 clusters Score -1430339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1430366.625000 Penalty: 4641.560547
	Iteration 20F: 3 clusters Score -1430367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1430391.375000 Penalty: 4641.560547
	Iteration 21Q: 3 clusters Score -1430391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1430408.625000 Penalty: 4641.560547
	Iteration 22Q: 3 clusters Score -1430409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1430423.875000 Penalty: 4641.560547
	Iteration 23Q: 3 clusters Score -1430424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1430428.750000 Penalty: 4641.560547
	Iteration 24Q: 3 clusters Score -1430429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1430427.750000 Penalty: 4641.560547
	Iteration 25Q: 3 clusters Score -1430428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1430430.750000 Penalty: 4641.560547
	Iteration 26Q: 3 clusters Score -1430431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1430430.625000 Penalty: 4641.560547
	Iteration 27Q: 3 clusters Score -1430431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1430430.625000 Penalty: 4641.560547
	Iteration 28F: 3 clusters Score -1430431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -1012348.562500 Penalty: 2238.551514
	Iteration 0F: 2 clusters Score -1012349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1005825.875000 Penalty: 4477.103027
	Iteration 0F: 3 clusters Score -1005826 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1007840.250000 Penalty: 4477.103027
	Iteration 1F: 3 clusters Score -1007840 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1008249.375000 Penalty: 4477.103027
	Iteration 2F: 3 clusters Score -1008249 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1008608.187500 Penalty: 4477.103027
	Iteration 3F: 3 clusters Score -1008608 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1008918.375000 Penalty: 4477.103027
	Iteration 4F: 3 clusters Score -1008918 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1009206.312500 Penalty: 4477.103027
	Iteration 5Q: 3 clusters Score -1009206 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1009427.875000 Penalty: 4477.103027
	Iteration 6Q: 3 clusters Score -1009428 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1009611.812500 Penalty: 4477.103027
	Iteration 7Q: 3 clusters Score -1009612 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1009761.500000 Penalty: 4477.103027
	Iteration 8Q: 3 clusters Score -1009762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1009902.687500 Penalty: 4477.103027
	Iteration 9Q: 3 clusters Score -1009903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1010071.125000 Penalty: 4477.103027
	Iteration 10Q: 3 clusters Score -1010071 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1010261.812500 Penalty: 4477.103027
	Iteration 11Q: 3 clusters Score -1010262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1010402.312500 Penalty: 4477.103027
	Iteration 12Q: 3 clusters Score -1010402 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1010551.625000 Penalty: 4477.103027
	Iteration 13Q: 3 clusters Score -1010552 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1010705.625000 Penalty: 4477.103027
	Iteration 14Q: 3 clusters Score -1010706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1010841.187500 Penalty: 4477.103027
	Iteration 15Q: 3 clusters Score -1010841 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1010934.062500 Penalty: 4477.103027
	Iteration 16Q: 3 clusters Score -1010934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1011021.625000 Penalty: 4477.103027
	Iteration 17Q: 3 clusters Score -1011022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1011111.437500 Penalty: 4477.103027
	Iteration 18Q: 3 clusters Score -1011111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1011180.500000 Penalty: 4477.103027
	Iteration 19Q: 3 clusters Score -1011180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1011250.250000 Penalty: 4477.103027
	Iteration 20F: 3 clusters Score -1011250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1011287.500000 Penalty: 4477.103027
	Iteration 21Q: 3 clusters Score -1011288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1011310.500000 Penalty: 4477.103027
	Iteration 22Q: 3 clusters Score -1011310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1011329.187500 Penalty: 4477.103027
	Iteration 23Q: 3 clusters Score -1011329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1011351.312500 Penalty: 4477.103027
	Iteration 24Q: 3 clusters Score -1011351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1011362.500000 Penalty: 4477.103027
	Iteration 25Q: 3 clusters Score -1011362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1011365.000000 Penalty: 4477.103027
	Iteration 26Q: 3 clusters Score -1011365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1011364.312500 Penalty: 4477.103027
	Iteration 27Q: 3 clusters Score -1011364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1011366.375000 Penalty: 4477.103027
	Iteration 28Q: 3 clusters Score -1011366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1011367.125000 Penalty: 4477.103027
	Iteration 29Q: 3 clusters Score -1011367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1011369.437500 Penalty: 4477.103027
	Iteration 30Q: 3 clusters Score -1011369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1011370.687500 Penalty: 4477.103027
	Iteration 31Q: 3 clusters Score -1011371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1011372.812500 Penalty: 4477.103027
	Iteration 32Q: 3 clusters Score -1011373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1011371.687500 Penalty: 4477.103027
	Iteration 33Q: 3 clusters Score -1011372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1011372.375000 Penalty: 4477.103027
	Iteration 34Q: 3 clusters Score -1011372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1011372.375000 Penalty: 4477.103027
	Iteration 35F: 3 clusters Score -1011372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Entering Unmasked Estep 
Score: -20590410.000000 Penalty: 2969.661865
	Iteration 0F: 2 clusters Score -2.059041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -20485530.000000 Penalty: 5939.323730
	Iteration 0F: 3 clusters Score -2.048553e+07 nChanged 75925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -20530800.000000 Penalty: 5939.323730
	Iteration 1F: 3 clusters Score -2.05308e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -20532236.000000 Penalty: 5939.323730
	Iteration 2Q: 3 clusters Score -2.053224e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -20534466.000000 Penalty: 5939.323730
	Iteration 3Q: 3 clusters Score -2.053447e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -20537594.000000 Penalty: 5939.323730
	Iteration 4Q: 3 clusters Score -2.053759e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -20542450.000000 Penalty: 5939.323730
	Iteration 5F: 3 clusters Score -2.054245e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -20549368.000000 Penalty: 5939.323730
	Iteration 6F: 3 clusters Score -2.054937e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -20557636.000000 Penalty: 5939.323730
	Iteration 7F: 3 clusters Score -2.055764e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -20566124.000000 Penalty: 5939.323730
	Iteration 8F: 3 clusters Score -2.056612e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 132681 members 
Entering Unmasked Estep 
Score: -20573602.000000 Penalty: 5939.323730
	Iteration 9Q: 3 clusters Score -2.05736e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -20579024.000000 Penalty: 5939.323730
	Iteration 10Q: 3 clusters Score -2.057902e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -20582296.000000 Penalty: 5939.323730
	Iteration 11Q: 3 clusters Score -2.05823e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -20583728.000000 Penalty: 5939.323730
	Iteration 12Q: 3 clusters Score -2.058373e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -20584606.000000 Penalty: 5939.323730
	Iteration 13Q: 3 clusters Score -2.058461e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -20585280.000000 Penalty: 5939.323730
	Iteration 14Q: 3 clusters Score -2.058528e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -20585734.000000 Penalty: 5939.323730
	Iteration 15Q: 3 clusters Score -2.058573e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 145337 members 
Entering Unmasked Estep 
Score: -20586128.000000 Penalty: 5939.323730
	Iteration 16Q: 3 clusters Score -2.058613e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -20586406.000000 Penalty: 5939.323730
	Iteration 17Q: 3 clusters Score -2.058641e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 146876 members 
Entering Unmasked Estep 
Score: -20586648.000000 Penalty: 5939.323730
	Iteration 18Q: 3 clusters Score -2.058665e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -20586970.000000 Penalty: 5939.323730
	Iteration 19Q: 3 clusters Score -2.058697e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -20587116.000000 Penalty: 5939.323730
	Iteration 20F: 3 clusters Score -2.058712e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -20587220.000000 Penalty: 5939.323730
	Iteration 21Q: 3 clusters Score -2.058722e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -20587376.000000 Penalty: 5939.323730
	Iteration 22Q: 3 clusters Score -2.058738e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -20587534.000000 Penalty: 5939.323730
	Iteration 23Q: 3 clusters Score -2.058753e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -20587584.000000 Penalty: 5939.323730
	Iteration 24Q: 3 clusters Score -2.058758e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -20587684.000000 Penalty: 5939.323730
	Iteration 25Q: 3 clusters Score -2.058768e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -20587774.000000 Penalty: 5939.323730
	Iteration 26Q: 3 clusters Score -2.058777e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 151260 members 
Entering Unmasked Estep 
Score: -20587826.000000 Penalty: 5939.323730
	Iteration 27Q: 3 clusters Score -2.058783e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -20587870.000000 Penalty: 5939.323730
	Iteration 28Q: 3 clusters Score -2.058787e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -20588004.000000 Penalty: 5939.323730
	Iteration 29Q: 3 clusters Score -2.0588e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -20588066.000000 Penalty: 5939.323730
	Iteration 30Q: 3 clusters Score -2.058807e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -20588096.000000 Penalty: 5939.323730
	Iteration 31Q: 3 clusters Score -2.05881e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -20588136.000000 Penalty: 5939.323730
	Iteration 32Q: 3 clusters Score -2.058814e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -20588160.000000 Penalty: 5939.323730
	Iteration 33Q: 3 clusters Score -2.058816e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -20588172.000000 Penalty: 5939.323730
	Iteration 34Q: 3 clusters Score -2.058817e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -20588188.000000 Penalty: 5939.323730
	Iteration 35Q: 3 clusters Score -2.058819e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -20588176.000000 Penalty: 5939.323730
	Iteration 36Q: 3 clusters Score -2.058818e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 153662 members 
Entering Unmasked Estep 
Score: -20588156.000000 Penalty: 5939.323730
	Iteration 37Q: 3 clusters Score -2.058816e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -20588180.000000 Penalty: 5939.323730
	Iteration 38Q: 3 clusters Score -2.058818e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -20588144.000000 Penalty: 5939.323730
	Iteration 39Q: 3 clusters Score -2.058814e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -20588164.000000 Penalty: 5939.323730
	Iteration 40F: 3 clusters Score -2.058816e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -20588120.000000 Penalty: 5939.323730
	Iteration 41Q: 3 clusters Score -2.058812e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -20588106.000000 Penalty: 5939.323730
	Iteration 42Q: 3 clusters Score -2.058811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -20588126.000000 Penalty: 5939.323730
	Iteration 43Q: 3 clusters Score -2.058813e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 154420 members 
Entering Unmasked Estep 
Score: -20588128.000000 Penalty: 5939.323730
	Iteration 44Q: 3 clusters Score -2.058813e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -20588142.000000 Penalty: 5939.323730
	Iteration 45Q: 3 clusters Score -2.058814e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 154601 members 
Entering Unmasked Estep 
Score: -20588130.000000 Penalty: 5939.323730
	Iteration 46Q: 3 clusters Score -2.058813e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -20588142.000000 Penalty: 5939.323730
	Iteration 47Q: 3 clusters Score -2.058814e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -20588154.000000 Penalty: 5939.323730
	Iteration 48Q: 3 clusters Score -2.058815e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -20588128.000000 Penalty: 5939.323730
	Iteration 49Q: 3 clusters Score -2.058813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -20588150.000000 Penalty: 5939.323730
	Iteration 50Q: 3 clusters Score -2.058815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 154940 members 
Entering Unmasked Estep 
Score: -20588150.000000 Penalty: 5939.323730
	Iteration 51Q: 3 clusters Score -2.058815e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -20588166.000000 Penalty: 5939.323730
	Iteration 52Q: 3 clusters Score -2.058817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -20588172.000000 Penalty: 5939.323730
	Iteration 53Q: 3 clusters Score -2.058817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -20588196.000000 Penalty: 5939.323730
	Iteration 54Q: 3 clusters Score -2.05882e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -20588190.000000 Penalty: 5939.323730
	Iteration 55Q: 3 clusters Score -2.058819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -20588176.000000 Penalty: 5939.323730
	Iteration 56Q: 3 clusters Score -2.058818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -20588196.000000 Penalty: 5939.323730
	Iteration 57Q: 3 clusters Score -2.05882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -20588186.000000 Penalty: 5939.323730
	Iteration 58Q: 3 clusters Score -2.058819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -20588192.000000 Penalty: 5939.323730
	Iteration 59Q: 3 clusters Score -2.058819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -20588160.000000 Penalty: 5939.323730
	Iteration 60F: 3 clusters Score -2.058816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -20588166.000000 Penalty: 5939.323730
	Iteration 61Q: 3 clusters Score -2.058817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -20588180.000000 Penalty: 5939.323730
	Iteration 62Q: 3 clusters Score -2.058818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -20588162.000000 Penalty: 5939.323730
	Iteration 63Q: 3 clusters Score -2.058816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -20588188.000000 Penalty: 5939.323730
	Iteration 64Q: 3 clusters Score -2.058819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -20588214.000000 Penalty: 5939.323730
	Iteration 65Q: 3 clusters Score -2.058821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -20588216.000000 Penalty: 5939.323730
	Iteration 66Q: 3 clusters Score -2.058822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -20588234.000000 Penalty: 5939.323730
	Iteration 67Q: 3 clusters Score -2.058823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -20588224.000000 Penalty: 5939.323730
	Iteration 68Q: 3 clusters Score -2.058822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -20588226.000000 Penalty: 5939.323730
	Iteration 69Q: 3 clusters Score -2.058823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 70Q: 3 clusters Score -2.058826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -20588254.000000 Penalty: 5939.323730
	Iteration 71Q: 3 clusters Score -2.058825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 72Q: 3 clusters Score -2.058826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 155590 members 
Entering Unmasked Estep 
Score: -20588268.000000 Penalty: 5939.323730
	Iteration 73Q: 3 clusters Score -2.058827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -20588246.000000 Penalty: 5939.323730
	Iteration 74Q: 3 clusters Score -2.058825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -20588280.000000 Penalty: 5939.323730
	Iteration 75Q: 3 clusters Score -2.058828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -20588238.000000 Penalty: 5939.323730
	Iteration 76Q: 3 clusters Score -2.058824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 77Q: 3 clusters Score -2.058827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -20588248.000000 Penalty: 5939.323730
	Iteration 78Q: 3 clusters Score -2.058825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -20588238.000000 Penalty: 5939.323730
	Iteration 79Q: 3 clusters Score -2.058824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -20588254.000000 Penalty: 5939.323730
	Iteration 80F: 3 clusters Score -2.058825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 81Q: 3 clusters Score -2.058826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 82Q: 3 clusters Score -2.058826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -20588254.000000 Penalty: 5939.323730
	Iteration 83Q: 3 clusters Score -2.058825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 155729 members 
Entering Unmasked Estep 
Score: -20588250.000000 Penalty: 5939.323730
	Iteration 84Q: 3 clusters Score -2.058825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -20588258.000000 Penalty: 5939.323730
	Iteration 85Q: 3 clusters Score -2.058826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -20588258.000000 Penalty: 5939.323730
	Iteration 86Q: 3 clusters Score -2.058826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -20588272.000000 Penalty: 5939.323730
	Iteration 87Q: 3 clusters Score -2.058827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 155747 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 88Q: 3 clusters Score -2.058826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 89Q: 3 clusters Score -2.058827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -20588262.000000 Penalty: 5939.323730
	Iteration 90Q: 3 clusters Score -2.058826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 91Q: 3 clusters Score -2.058827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -20588258.000000 Penalty: 5939.323730
	Iteration 92Q: 3 clusters Score -2.058826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 93Q: 3 clusters Score -2.058826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -20588262.000000 Penalty: 5939.323730
	Iteration 94Q: 3 clusters Score -2.058826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -20588250.000000 Penalty: 5939.323730
	Iteration 95Q: 3 clusters Score -2.058825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -20588250.000000 Penalty: 5939.323730
	Iteration 96Q: 3 clusters Score -2.058825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -20588268.000000 Penalty: 5939.323730
	Iteration 97Q: 3 clusters Score -2.058827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 98Q: 3 clusters Score -2.058827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 155803 members 
Entering Unmasked Estep 
Score: -20588278.000000 Penalty: 5939.323730
	Iteration 99Q: 3 clusters Score -2.058828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -20588264.000000 Penalty: 5939.323730
	Iteration 100F: 3 clusters Score -2.058826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 155816 members 
Entering Unmasked Estep 
Score: -20588276.000000 Penalty: 5939.323730
	Iteration 101Q: 3 clusters Score -2.058828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 102Q: 3 clusters Score -2.058827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -20588274.000000 Penalty: 5939.323730
	Iteration 103Q: 3 clusters Score -2.058827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -20588282.000000 Penalty: 5939.323730
	Iteration 104Q: 3 clusters Score -2.058828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 105Q: 3 clusters Score -2.058827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -20588272.000000 Penalty: 5939.323730
	Iteration 106Q: 3 clusters Score -2.058827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -20588278.000000 Penalty: 5939.323730
	Iteration 107Q: 3 clusters Score -2.058828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -20588288.000000 Penalty: 5939.323730
	Iteration 108Q: 3 clusters Score -2.058829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -20588280.000000 Penalty: 5939.323730
	Iteration 109Q: 3 clusters Score -2.058828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -20588268.000000 Penalty: 5939.323730
	Iteration 110Q: 3 clusters Score -2.058827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -20588272.000000 Penalty: 5939.323730
	Iteration 111Q: 3 clusters Score -2.058827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -20588286.000000 Penalty: 5939.323730
	Iteration 112Q: 3 clusters Score -2.058829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -20588288.000000 Penalty: 5939.323730
	Iteration 113Q: 3 clusters Score -2.058829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -20588292.000000 Penalty: 5939.323730
	Iteration 114Q: 3 clusters Score -2.058829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -20588282.000000 Penalty: 5939.323730
	Iteration 115Q: 3 clusters Score -2.058828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 116Q: 3 clusters Score -2.058827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 117Q: 3 clusters Score -2.058827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -20588280.000000 Penalty: 5939.323730
	Iteration 118Q: 3 clusters Score -2.058828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 119Q: 3 clusters Score -2.058827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -20588278.000000 Penalty: 5939.323730
	Iteration 120F: 3 clusters Score -2.058828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -20588280.000000 Penalty: 5939.323730
	Iteration 121Q: 3 clusters Score -2.058828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -20588274.000000 Penalty: 5939.323730
	Iteration 122Q: 3 clusters Score -2.058827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -20588278.000000 Penalty: 5939.323730
	Iteration 123Q: 3 clusters Score -2.058828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -20588272.000000 Penalty: 5939.323730
	Iteration 124Q: 3 clusters Score -2.058827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 125Q: 3 clusters Score -2.058827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 155969 members 
Entering Unmasked Estep 
Score: -20588262.000000 Penalty: 5939.323730
	Iteration 126Q: 3 clusters Score -2.058826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 127Q: 3 clusters Score -2.058827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -20588274.000000 Penalty: 5939.323730
	Iteration 128Q: 3 clusters Score -2.058827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -20588272.000000 Penalty: 5939.323730
	Iteration 129Q: 3 clusters Score -2.058827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 130Q: 3 clusters Score -2.058826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -20588244.000000 Penalty: 5939.323730
	Iteration 131Q: 3 clusters Score -2.058824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 156032 members 
Entering Unmasked Estep 
Score: -20588248.000000 Penalty: 5939.323730
	Iteration 132Q: 3 clusters Score -2.058825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 133Q: 3 clusters Score -2.058826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 134Q: 3 clusters Score -2.058827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 156060 members 
Entering Unmasked Estep 
Score: -20588252.000000 Penalty: 5939.323730
	Iteration 135Q: 3 clusters Score -2.058825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 136Q: 3 clusters Score -2.058826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -20588264.000000 Penalty: 5939.323730
	Iteration 137Q: 3 clusters Score -2.058826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -20588264.000000 Penalty: 5939.323730
	Iteration 138Q: 3 clusters Score -2.058826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 139Q: 3 clusters Score -2.058826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 140F: 3 clusters Score -2.058826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -20588256.000000 Penalty: 5939.323730
	Iteration 141Q: 3 clusters Score -2.058826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -20588254.000000 Penalty: 5939.323730
	Iteration 142Q: 3 clusters Score -2.058825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -20588262.000000 Penalty: 5939.323730
	Iteration 143Q: 3 clusters Score -2.058826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 156139 members 
Entering Unmasked Estep 
Score: -20588264.000000 Penalty: 5939.323730
	Iteration 144Q: 3 clusters Score -2.058826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -20588262.000000 Penalty: 5939.323730
	Iteration 145Q: 3 clusters Score -2.058826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -20588268.000000 Penalty: 5939.323730
	Iteration 146Q: 3 clusters Score -2.058827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 156149 members 
Entering Unmasked Estep 
Score: -20588270.000000 Penalty: 5939.323730
	Iteration 147Q: 3 clusters Score -2.058827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 156152 members 
Entering Unmasked Estep 
Score: -20588266.000000 Penalty: 5939.323730
	Iteration 148Q: 3 clusters Score -2.058827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 149Q: 3 clusters Score -2.058826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -20588260.000000 Penalty: 5939.323730
	Iteration 150F: 3 clusters Score -2.058826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -539961.875000 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -539961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535872.062500 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -535872.1 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -536766.500000 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -536766.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -536928.500000 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -536928.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -537017.375000 Penalty: 4149.257812
	Iteration 3Q: 3 clusters Score -537017.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -537081.625000 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -537081.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -537128.750000 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -537128.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -537169.687500 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -537169.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -537209.125000 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -537209.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -537245.562500 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -537245.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -537278.687500 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -537278.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -537301.812500 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -537301.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -537321.062500 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -537321.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -537337.875000 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -537337.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -537349.750000 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -537349.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -537360.062500 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -537360.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -537369.250000 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -537369.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -537380.000000 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -537380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -537388.562500 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -537388.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -537399.250000 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -537399.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -537411.562500 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -537411.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -537421.562500 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -537421.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -537430.312500 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -537430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -537439.375000 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -537439.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -537450.000000 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -537450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -537459.625000 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -537459.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -537467.500000 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -537467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -537472.625000 Penalty: 4149.257812
	Iteration 26Q: 3 clusters Score -537472.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -537475.875000 Penalty: 4149.257812
	Iteration 27Q: 3 clusters Score -537475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -537479.312500 Penalty: 4149.257812
	Iteration 28Q: 3 clusters Score -537479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -537480.937500 Penalty: 4149.257812
	Iteration 29Q: 3 clusters Score -537480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -537484.937500 Penalty: 4149.257812
	Iteration 30Q: 3 clusters Score -537484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -537488.375000 Penalty: 4149.257812
	Iteration 31Q: 3 clusters Score -537488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -537490.187500 Penalty: 4149.257812
	Iteration 32Q: 3 clusters Score -537490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -537491.937500 Penalty: 4149.257812
	Iteration 33Q: 3 clusters Score -537491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -537495.250000 Penalty: 4149.257812
	Iteration 34Q: 3 clusters Score -537495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -537500.625000 Penalty: 4149.257812
	Iteration 35Q: 3 clusters Score -537500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -537505.125000 Penalty: 4149.257812
	Iteration 36Q: 3 clusters Score -537505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -537509.625000 Penalty: 4149.257812
	Iteration 37Q: 3 clusters Score -537509.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -537514.875000 Penalty: 4149.257812
	Iteration 38Q: 3 clusters Score -537514.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -537521.125000 Penalty: 4149.257812
	Iteration 39Q: 3 clusters Score -537521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -537527.500000 Penalty: 4149.257812
	Iteration 40F: 3 clusters Score -537527.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -537532.750000 Penalty: 4149.257812
	Iteration 41Q: 3 clusters Score -537532.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -537539.625000 Penalty: 4149.257812
	Iteration 42Q: 3 clusters Score -537539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -537545.500000 Penalty: 4149.257812
	Iteration 43Q: 3 clusters Score -537545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -537550.062500 Penalty: 4149.257812
	Iteration 44Q: 3 clusters Score -537550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -537554.187500 Penalty: 4149.257812
	Iteration 45Q: 3 clusters Score -537554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -537558.312500 Penalty: 4149.257812
	Iteration 46Q: 3 clusters Score -537558.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -537564.875000 Penalty: 4149.257812
	Iteration 47Q: 3 clusters Score -537564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -537568.437500 Penalty: 4149.257812
	Iteration 48Q: 3 clusters Score -537568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -537572.125000 Penalty: 4149.257812
	Iteration 49Q: 3 clusters Score -537572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -537574.000000 Penalty: 4149.257812
	Iteration 50Q: 3 clusters Score -537574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -537575.812500 Penalty: 4149.257812
	Iteration 51Q: 3 clusters Score -537575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -537575.687500 Penalty: 4149.257812
	Iteration 52Q: 3 clusters Score -537575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -537576.062500 Penalty: 4149.257812
	Iteration 53Q: 3 clusters Score -537576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -537576.062500 Penalty: 4149.257812
	Iteration 54F: 3 clusters Score -537576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Entering Unmasked Estep 
Score: -19331092.000000 Penalty: 2957.045410
	Iteration 0F: 2 clusters Score -1.933109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -19229952.000000 Penalty: 5914.090820
	Iteration 0F: 3 clusters Score -1.922995e+07 nChanged 71847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -19271498.000000 Penalty: 5914.090820
	Iteration 1F: 3 clusters Score -1.92715e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -19272416.000000 Penalty: 5914.090820
	Iteration 2Q: 3 clusters Score -1.927242e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -19274090.000000 Penalty: 5914.090820
	Iteration 3Q: 3 clusters Score -1.927409e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -19276962.000000 Penalty: 5914.090820
	Iteration 4Q: 3 clusters Score -1.927696e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -19281964.000000 Penalty: 5914.090820
	Iteration 5F: 3 clusters Score -1.928196e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -19290586.000000 Penalty: 5914.090820
	Iteration 6F: 3 clusters Score -1.929059e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -19302810.000000 Penalty: 5914.090820
	Iteration 7F: 3 clusters Score -1.930281e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -19314586.000000 Penalty: 5914.090820
	Iteration 8F: 3 clusters Score -1.931459e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -19322126.000000 Penalty: 5914.090820
	Iteration 9F: 3 clusters Score -1.932213e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -19325694.000000 Penalty: 5914.090820
	Iteration 10Q: 3 clusters Score -1.932569e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19327256.000000 Penalty: 5914.090820
	Iteration 11Q: 3 clusters Score -1.932726e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19327890.000000 Penalty: 5914.090820
	Iteration 12Q: 3 clusters Score -1.932789e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -19328218.000000 Penalty: 5914.090820
	Iteration 13Q: 3 clusters Score -1.932822e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19328370.000000 Penalty: 5914.090820
	Iteration 14Q: 3 clusters Score -1.932837e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19328430.000000 Penalty: 5914.090820
	Iteration 15Q: 3 clusters Score -1.932843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19328478.000000 Penalty: 5914.090820
	Iteration 16Q: 3 clusters Score -1.932848e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19328494.000000 Penalty: 5914.090820
	Iteration 17Q: 3 clusters Score -1.932849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19328526.000000 Penalty: 5914.090820
	Iteration 18Q: 3 clusters Score -1.932853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19328580.000000 Penalty: 5914.090820
	Iteration 19Q: 3 clusters Score -1.932858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19328594.000000 Penalty: 5914.090820
	Iteration 20F: 3 clusters Score -1.932859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19328596.000000 Penalty: 5914.090820
	Iteration 21Q: 3 clusters Score -1.93286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19328600.000000 Penalty: 5914.090820
	Iteration 22Q: 3 clusters Score -1.93286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19328602.000000 Penalty: 5914.090820
	Iteration 23Q: 3 clusters Score -1.93286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19328606.000000 Penalty: 5914.090820
	Iteration 24Q: 3 clusters Score -1.932861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19328608.000000 Penalty: 5914.090820
	Iteration 25Q: 3 clusters Score -1.932861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19328614.000000 Penalty: 5914.090820
	Iteration 26Q: 3 clusters Score -1.932861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19328612.000000 Penalty: 5914.090820
	Iteration 27Q: 3 clusters Score -1.932861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150323 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19328626.000000 Penalty: 5914.090820
	Iteration 28Q: 3 clusters Score -1.932863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19328628.000000 Penalty: 5914.090820
	Iteration 29Q: 3 clusters Score -1.932863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19328624.000000 Penalty: 5914.090820
	Iteration 30Q: 3 clusters Score -1.932862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19328626.000000 Penalty: 5914.090820
	Iteration 31Q: 3 clusters Score -1.932863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19328626.000000 Penalty: 5914.090820
	Iteration 32F: 3 clusters Score -1.932863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177347 members 
Entering Unmasked Estep 
Score: -22832120.000000 Penalty: 2997.293945
	Iteration 0F: 2 clusters Score -2.283212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -22714284.000000 Penalty: 5994.587891
	Iteration 0F: 3 clusters Score -2.271428e+07 nChanged 84822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -22764042.000000 Penalty: 5994.587891
	Iteration 1F: 3 clusters Score -2.276404e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -22764988.000000 Penalty: 5994.587891
	Iteration 2Q: 3 clusters Score -2.276499e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -22766070.000000 Penalty: 5994.587891
	Iteration 3Q: 3 clusters Score -2.276607e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -22767918.000000 Penalty: 5994.587891
	Iteration 4Q: 3 clusters Score -2.276792e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -22770476.000000 Penalty: 5994.587891
	Iteration 5Q: 3 clusters Score -2.277048e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -22774450.000000 Penalty: 5994.587891
	Iteration 6Q: 3 clusters Score -2.277445e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -22780456.000000 Penalty: 5994.587891
	Iteration 7F: 3 clusters Score -2.278046e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -22788440.000000 Penalty: 5994.587891
	Iteration 8F: 3 clusters Score -2.278844e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129545 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -22797732.000000 Penalty: 5994.587891
	Iteration 9F: 3 clusters Score -2.279773e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136635 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -22805378.000000 Penalty: 5994.587891
	Iteration 10F: 3 clusters Score -2.280538e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -22810022.000000 Penalty: 5994.587891
	Iteration 11Q: 3 clusters Score -2.281002e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146095 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -22812970.000000 Penalty: 5994.587891
	Iteration 12Q: 3 clusters Score -2.281297e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149996 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -22815176.000000 Penalty: 5994.587891
	Iteration 13Q: 3 clusters Score -2.281518e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -22817238.000000 Penalty: 5994.587891
	Iteration 14Q: 3 clusters Score -2.281724e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157000 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -22819230.000000 Penalty: 5994.587891
	Iteration 15Q: 3 clusters Score -2.281923e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -22821142.000000 Penalty: 5994.587891
	Iteration 16Q: 3 clusters Score -2.282114e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -22822770.000000 Penalty: 5994.587891
	Iteration 17Q: 3 clusters Score -2.282277e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -22824128.000000 Penalty: 5994.587891
	Iteration 18Q: 3 clusters Score -2.282413e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -22825372.000000 Penalty: 5994.587891
	Iteration 19Q: 3 clusters Score -2.282537e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169659 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -22826268.000000 Penalty: 5994.587891
	Iteration 20F: 3 clusters Score -2.282627e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -22827224.000000 Penalty: 5994.587891
	Iteration 21Q: 3 clusters Score -2.282722e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -22827766.000000 Penalty: 5994.587891
	Iteration 22Q: 3 clusters Score -2.282777e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -22828222.000000 Penalty: 5994.587891
	Iteration 23Q: 3 clusters Score -2.282822e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174160 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22828592.000000 Penalty: 5994.587891
	Iteration 24Q: 3 clusters Score -2.282859e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174763 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -22828878.000000 Penalty: 5994.587891
	Iteration 25Q: 3 clusters Score -2.282888e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22829064.000000 Penalty: 5994.587891
	Iteration 26Q: 3 clusters Score -2.282906e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22829200.000000 Penalty: 5994.587891
	Iteration 27Q: 3 clusters Score -2.28292e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175778 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22829334.000000 Penalty: 5994.587891
	Iteration 28Q: 3 clusters Score -2.282933e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22829428.000000 Penalty: 5994.587891
	Iteration 29Q: 3 clusters Score -2.282943e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22829494.000000 Penalty: 5994.587891
	Iteration 30Q: 3 clusters Score -2.282949e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22829506.000000 Penalty: 5994.587891
	Iteration 31Q: 3 clusters Score -2.282951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22829544.000000 Penalty: 5994.587891
	Iteration 32Q: 3 clusters Score -2.282954e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22829596.000000 Penalty: 5994.587891
	Iteration 33Q: 3 clusters Score -2.28296e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22829636.000000 Penalty: 5994.587891
	Iteration 34Q: 3 clusters Score -2.282964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176499 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22829634.000000 Penalty: 5994.587891
	Iteration 35Q: 3 clusters Score -2.282963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -22829654.000000 Penalty: 5994.587891
	Iteration 36Q: 3 clusters Score -2.282965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176555 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22829674.000000 Penalty: 5994.587891
	Iteration 37Q: 3 clusters Score -2.282967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -22829698.000000 Penalty: 5994.587891
	Iteration 38Q: 3 clusters Score -2.28297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22829720.000000 Penalty: 5994.587891
	Iteration 39Q: 3 clusters Score -2.282972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22829724.000000 Penalty: 5994.587891
	Iteration 40F: 3 clusters Score -2.282972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -22829732.000000 Penalty: 5994.587891
	Iteration 41Q: 3 clusters Score -2.282973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22829720.000000 Penalty: 5994.587891
	Iteration 42Q: 3 clusters Score -2.282972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22829738.000000 Penalty: 5994.587891
	Iteration 43Q: 3 clusters Score -2.282974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -22829742.000000 Penalty: 5994.587891
	Iteration 44Q: 3 clusters Score -2.282974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22829730.000000 Penalty: 5994.587891
	Iteration 45Q: 3 clusters Score -2.282973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22829738.000000 Penalty: 5994.587891
	Iteration 46Q: 3 clusters Score -2.282974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22829754.000000 Penalty: 5994.587891
	Iteration 47Q: 3 clusters Score -2.282975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22829758.000000 Penalty: 5994.587891
	Iteration 48Q: 3 clusters Score -2.282976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176647 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22829764.000000 Penalty: 5994.587891
	Iteration 49Q: 3 clusters Score -2.282976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176649 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22829770.000000 Penalty: 5994.587891
	Iteration 50Q: 3 clusters Score -2.282977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176649 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22829770.000000 Penalty: 5994.587891
	Iteration 51F: 3 clusters Score -2.282977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 4 contains 419 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 195522 members 
Mstep: Class 7 contains 39185 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 31679 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71679 members 
Mstep: Class 17 contains 166508 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150779 members 
Mstep: Class 23 contains 177347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462112.000000 Penalty: 83866.898438
Iteration 399Q: 25 clusters Score -1.664621e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60932 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 182396 members 
Mstep: Class 6 contains 195513 members 
Mstep: Class 7 contains 39182 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12428 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16294 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 640 members 
Mstep: Class 14 contains 31686 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71675 members 
Mstep: Class 17 contains 166512 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150756 members 
Mstep: Class 23 contains 177358 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462272.000000 Penalty: 83866.898438
Iteration 400F: 25 clusters Score -1.664623e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60947 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 182398 members 
Mstep: Class 6 contains 195515 members 
Mstep: Class 7 contains 39181 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12425 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 628 members 
Mstep: Class 14 contains 31694 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71672 members 
Mstep: Class 17 contains 166510 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150732 members 
Mstep: Class 23 contains 177362 members 
Mstep: Class 24 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462224.000000 Penalty: 83866.898438
Iteration 401Q: 25 clusters Score -1.664622e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60955 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 182399 members 
Mstep: Class 6 contains 195515 members 
Mstep: Class 7 contains 39183 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12425 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 31701 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71675 members 
Mstep: Class 17 contains 166504 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 158656 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150713 members 
Mstep: Class 23 contains 177362 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462224.000000 Penalty: 83866.898438
Iteration 402Q: 25 clusters Score -1.664622e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60969 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 182398 members 
Mstep: Class 6 contains 195521 members 
Mstep: Class 7 contains 39184 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12424 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 31710 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71677 members 
Mstep: Class 17 contains 166497 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150694 members 
Mstep: Class 23 contains 177361 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462256.000000 Penalty: 83866.898438
Iteration 403Q: 25 clusters Score -1.664623e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60978 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 182393 members 
Mstep: Class 6 contains 195520 members 
Mstep: Class 7 contains 39185 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12423 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 601 members 
Mstep: Class 14 contains 31713 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71676 members 
Mstep: Class 17 contains 166496 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150685 members 
Mstep: Class 23 contains 177367 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462304.000000 Penalty: 83866.898438
Iteration 404Q: 25 clusters Score -1.664623e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 60994 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 195516 members 
Mstep: Class 7 contains 39186 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12421 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 31715 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71675 members 
Mstep: Class 17 contains 166492 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150671 members 
Mstep: Class 23 contains 177378 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462320.000000 Penalty: 83866.898438
Iteration 405Q: 25 clusters Score -1.664623e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 61012 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182389 members 
Mstep: Class 6 contains 195499 members 
Mstep: Class 7 contains 39184 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12419 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 597 members 
Mstep: Class 14 contains 31719 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71676 members 
Mstep: Class 17 contains 166488 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150657 members 
Mstep: Class 23 contains 177394 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462336.000000 Penalty: 83866.898438
Iteration 406Q: 25 clusters Score -1.664623e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 61030 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 182384 members 
Mstep: Class 6 contains 195494 members 
Mstep: Class 7 contains 39181 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31726 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71674 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150642 members 
Mstep: Class 23 contains 177407 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462352.000000 Penalty: 83866.898438
Iteration 407Q: 25 clusters Score -1.664624e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 61050 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 182379 members 
Mstep: Class 6 contains 195485 members 
Mstep: Class 7 contains 39180 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12416 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31736 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71671 members 
Mstep: Class 17 contains 166481 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150624 members 
Mstep: Class 23 contains 177421 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462480.000000 Penalty: 83866.898438
Iteration 408Q: 25 clusters Score -1.664625e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 61071 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182378 members 
Mstep: Class 6 contains 195467 members 
Mstep: Class 7 contains 39179 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12413 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31744 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166476 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150604 members 
Mstep: Class 23 contains 177443 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462512.000000 Penalty: 83866.898438
Iteration 409Q: 25 clusters Score -1.664625e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 61083 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182379 members 
Mstep: Class 6 contains 195454 members 
Mstep: Class 7 contains 39179 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12410 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31752 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166477 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150585 members 
Mstep: Class 23 contains 177458 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462480.000000 Penalty: 83866.898438
Iteration 410Q: 25 clusters Score -1.664625e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 61093 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182387 members 
Mstep: Class 6 contains 195435 members 
Mstep: Class 7 contains 39177 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31760 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166480 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158644 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150568 members 
Mstep: Class 23 contains 177470 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 411Q: 25 clusters Score -1.664626e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61096 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182393 members 
Mstep: Class 6 contains 195421 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12406 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31770 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166474 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158646 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150560 members 
Mstep: Class 23 contains 177481 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462608.000000 Penalty: 83866.898438
Iteration 412Q: 25 clusters Score -1.664626e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61097 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182405 members 
Mstep: Class 6 contains 195402 members 
Mstep: Class 7 contains 39169 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31777 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166472 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150551 members 
Mstep: Class 23 contains 177496 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462656.000000 Penalty: 83866.898438
Iteration 413Q: 25 clusters Score -1.664627e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61104 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182404 members 
Mstep: Class 6 contains 195386 members 
Mstep: Class 7 contains 39168 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31783 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166473 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150541 members 
Mstep: Class 23 contains 177506 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462720.000000 Penalty: 83866.898438
Iteration 414Q: 25 clusters Score -1.664627e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61109 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182402 members 
Mstep: Class 6 contains 195375 members 
Mstep: Class 7 contains 39168 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31796 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166473 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150528 members 
Mstep: Class 23 contains 177513 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 415Q: 25 clusters Score -1.664626e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61113 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182404 members 
Mstep: Class 6 contains 195363 members 
Mstep: Class 7 contains 39167 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12406 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31804 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71670 members 
Mstep: Class 17 contains 166472 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150517 members 
Mstep: Class 23 contains 177521 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462704.000000 Penalty: 83866.898438
Iteration 416Q: 25 clusters Score -1.664627e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61122 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182400 members 
Mstep: Class 6 contains 195356 members 
Mstep: Class 7 contains 39163 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31811 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71670 members 
Mstep: Class 17 contains 166472 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150504 members 
Mstep: Class 23 contains 177534 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462672.000000 Penalty: 83866.898438
Iteration 417Q: 25 clusters Score -1.664627e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61143 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182385 members 
Mstep: Class 6 contains 195355 members 
Mstep: Class 7 contains 39161 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12403 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31824 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166466 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150482 members 
Mstep: Class 23 contains 177548 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462720.000000 Penalty: 83866.898438
Iteration 418Q: 25 clusters Score -1.664627e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61159 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182376 members 
Mstep: Class 6 contains 195347 members 
Mstep: Class 7 contains 39160 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12402 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166466 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150459 members 
Mstep: Class 23 contains 177574 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462704.000000 Penalty: 83866.898438
Iteration 419Q: 25 clusters Score -1.664627e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61174 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 182373 members 
Mstep: Class 6 contains 195343 members 
Mstep: Class 7 contains 39159 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 31836 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71665 members 
Mstep: Class 17 contains 166463 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150432 members 
Mstep: Class 23 contains 177592 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462752.000000 Penalty: 83866.898438
Iteration 420F: 25 clusters Score -1.664628e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61197 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182359 members 
Mstep: Class 6 contains 195355 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12397 members 
Mstep: Class 10 contains 20158 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31840 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71665 members 
Mstep: Class 17 contains 166459 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150410 members 
Mstep: Class 23 contains 177598 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 421Q: 25 clusters Score -1.664626e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61211 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182351 members 
Mstep: Class 6 contains 195353 members 
Mstep: Class 7 contains 39155 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16298 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31843 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71663 members 
Mstep: Class 17 contains 166458 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150396 members 
Mstep: Class 23 contains 177606 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462608.000000 Penalty: 83866.898438
Iteration 422Q: 25 clusters Score -1.664626e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61226 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182339 members 
Mstep: Class 6 contains 195355 members 
Mstep: Class 7 contains 39153 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12394 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31845 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71664 members 
Mstep: Class 17 contains 166457 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158656 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150379 members 
Mstep: Class 23 contains 177620 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 423Q: 25 clusters Score -1.664626e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61239 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182331 members 
Mstep: Class 6 contains 195352 members 
Mstep: Class 7 contains 39150 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12388 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31846 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71665 members 
Mstep: Class 17 contains 166457 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150365 members 
Mstep: Class 23 contains 177639 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462496.000000 Penalty: 83866.898438
Iteration 424Q: 25 clusters Score -1.664625e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61249 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182326 members 
Mstep: Class 6 contains 195355 members 
Mstep: Class 7 contains 39147 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12384 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31849 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166453 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150356 members 
Mstep: Class 23 contains 177646 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462512.000000 Penalty: 83866.898438
Iteration 425Q: 25 clusters Score -1.664625e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61268 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182320 members 
Mstep: Class 6 contains 195360 members 
Mstep: Class 7 contains 39145 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12378 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31851 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166442 members 
Mstep: Class 18 contains 11591 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150341 members 
Mstep: Class 23 contains 177656 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462432.000000 Penalty: 83866.898438
Iteration 426Q: 25 clusters Score -1.664624e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61275 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182316 members 
Mstep: Class 6 contains 195360 members 
Mstep: Class 7 contains 39144 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12372 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31856 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166444 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150331 members 
Mstep: Class 23 contains 177663 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462512.000000 Penalty: 83866.898438
Iteration 427Q: 25 clusters Score -1.664625e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61279 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182315 members 
Mstep: Class 6 contains 195363 members 
Mstep: Class 7 contains 39144 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31865 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71670 members 
Mstep: Class 17 contains 166447 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150316 members 
Mstep: Class 23 contains 177663 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462528.000000 Penalty: 83866.898438
Iteration 428Q: 25 clusters Score -1.664625e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61280 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182322 members 
Mstep: Class 6 contains 195362 members 
Mstep: Class 7 contains 39143 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31878 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166444 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150306 members 
Mstep: Class 23 contains 177660 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462448.000000 Penalty: 83866.898438
Iteration 429Q: 25 clusters Score -1.664624e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182332 members 
Mstep: Class 6 contains 195356 members 
Mstep: Class 7 contains 39144 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31887 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166441 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150297 members 
Mstep: Class 23 contains 177658 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462416.000000 Penalty: 83866.898438
Iteration 430Q: 25 clusters Score -1.664624e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61283 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182334 members 
Mstep: Class 6 contains 195349 members 
Mstep: Class 7 contains 39146 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16293 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31894 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166444 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150290 members 
Mstep: Class 23 contains 177661 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462400.000000 Penalty: 83866.898438
Iteration 431Q: 25 clusters Score -1.664624e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61289 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182329 members 
Mstep: Class 6 contains 195356 members 
Mstep: Class 7 contains 39144 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12369 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16290 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31901 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166447 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150277 members 
Mstep: Class 23 contains 177661 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462432.000000 Penalty: 83866.898438
Iteration 432Q: 25 clusters Score -1.664624e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61291 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182332 members 
Mstep: Class 6 contains 195350 members 
Mstep: Class 7 contains 39142 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16284 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31907 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71664 members 
Mstep: Class 17 contains 166455 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150273 members 
Mstep: Class 23 contains 177667 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462368.000000 Penalty: 83866.898438
Iteration 433Q: 25 clusters Score -1.664624e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61300 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182323 members 
Mstep: Class 6 contains 195349 members 
Mstep: Class 7 contains 39141 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31914 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71663 members 
Mstep: Class 17 contains 166457 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150269 members 
Mstep: Class 23 contains 177667 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462416.000000 Penalty: 83866.898438
Iteration 434Q: 25 clusters Score -1.664624e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61311 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182314 members 
Mstep: Class 6 contains 195345 members 
Mstep: Class 7 contains 39140 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16282 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31916 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71664 members 
Mstep: Class 17 contains 166459 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150258 members 
Mstep: Class 23 contains 177681 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462448.000000 Penalty: 83866.898438
Iteration 435Q: 25 clusters Score -1.664624e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61318 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182318 members 
Mstep: Class 6 contains 195344 members 
Mstep: Class 7 contains 39137 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12365 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31918 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166461 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150241 members 
Mstep: Class 23 contains 177691 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462608.000000 Penalty: 83866.898438
Iteration 436Q: 25 clusters Score -1.664626e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61325 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182318 members 
Mstep: Class 6 contains 195341 members 
Mstep: Class 7 contains 39136 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12361 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31921 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166465 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150221 members 
Mstep: Class 23 contains 177703 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462544.000000 Penalty: 83866.898438
Iteration 437Q: 25 clusters Score -1.664625e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61334 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182318 members 
Mstep: Class 6 contains 195344 members 
Mstep: Class 7 contains 39133 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12359 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16281 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31928 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71660 members 
Mstep: Class 17 contains 166464 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150204 members 
Mstep: Class 23 contains 177712 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462512.000000 Penalty: 83866.898438
Iteration 438Q: 25 clusters Score -1.664625e+08 nChanged 73
Entering ConstructFrom: 
Score: -166462512.000000 Penalty: 83866.898438
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 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 406 members 
Entering Unmasked Estep 
Score: -89432.898438 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89432.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89734.414062 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89734.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89841.390625 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89841.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89906.804688 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -89906.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89987.343750 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -89987.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90229.343750 Penalty: 3321.116211
	Iteration 5F: 3 clusters Score -90229.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90660.609375 Penalty: 3321.116211
	Iteration 6F: 3 clusters Score -90660.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90929.054688 Penalty: 3321.116211
	Iteration 7F: 3 clusters Score -90929.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -91049.414062 Penalty: 3321.116211
	Iteration 8F: 3 clusters Score -91049.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -91128.164062 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -91128.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -91187.281250 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -91187.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -91215.843750 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -91215.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -91244.601562 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -91244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -91267.968750 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -91267.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -91326.046875 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -91326.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -91373.382812 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -91373.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -91415.414062 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -91415.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -91436.242188 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -91436.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -91474.156250 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -91474.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91478.070312 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -91478.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91483.742188 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -91483.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -91506.546875 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -91506.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -91513.976562 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -91513.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -91524.132812 Penalty: 3321.116211
	Iteration 23Q: 3 clusters Score -91524.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -91540.257812 Penalty: 3321.116211
	Iteration 24Q: 3 clusters Score -91540.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91556.601562 Penalty: 3321.116211
	Iteration 25Q: 3 clusters Score -91556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -91660.671875 Penalty: 3321.116211
	Iteration 26Q: 3 clusters Score -91660.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -91681.335938 Penalty: 3321.116211
	Iteration 27Q: 3 clusters Score -91681.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91683.210938 Penalty: 3321.116211
	Iteration 28Q: 3 clusters Score -91683.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -91686.992188 Penalty: 3321.116211
	Iteration 29Q: 3 clusters Score -91686.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91689.796875 Penalty: 3321.116211
	Iteration 30Q: 3 clusters Score -91689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -91690.929688 Penalty: 3321.116211
	Iteration 31Q: 3 clusters Score -91690.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -91690.929688 Penalty: 3321.116211
	Iteration 32F: 3 clusters Score -91690.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182319 members 
Mstep: Class 6 contains 195358 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166461 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150188 members 
Mstep: Class 23 contains 177715 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 203 members 
Entering Unmasked Estep 
Score: -166461056.000000 Penalty: 87361.351562
Splitting cluster 1 changes total score from -166462512.000000 to -166461056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -493357.468750 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -493357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -489519.312500 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -489519.3 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -490745.281250 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -490745.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -491214.437500 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -491214.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -491543.062500 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -491543.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -491834.250000 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -491834.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -492031.406250 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -492031.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -492214.843750 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -492214.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -492361.281250 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -492361.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -492474.843750 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -492474.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -492560.031250 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -492560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -492602.750000 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -492602.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -492623.625000 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -492623.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -492637.062500 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -492637.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -492645.375000 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -492645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -492652.968750 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -492653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -492658.718750 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -492658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -492662.937500 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -492662.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -492666.062500 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -492666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -492670.156250 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -492670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -492673.281250 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -492673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -492676.093750 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -492676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -492678.375000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -492678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -492681.468750 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -492681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -492681.937500 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -492681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -492684.531250 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -492684.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -492684.531250 Penalty: 4105.470215
	Iteration 25F: 3 clusters Score -492684.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Entering Unmasked Estep 
Score: -7972597.000000 Penalty: 2733.998291
	Iteration 0F: 2 clusters Score -7972597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -7931511.000000 Penalty: 5467.996582
	Iteration 0F: 3 clusters Score -7931511 nChanged 28532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -7947201.500000 Penalty: 5467.996582
	Iteration 1F: 3 clusters Score -7947202 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -7947638.000000 Penalty: 5467.996582
	Iteration 2Q: 3 clusters Score -7947638 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -7948126.500000 Penalty: 5467.996582
	Iteration 3Q: 3 clusters Score -7948126 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -7948610.000000 Penalty: 5467.996582
	Iteration 4Q: 3 clusters Score -7948610 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7949253.500000 Penalty: 5467.996582
	Iteration 5Q: 3 clusters Score -7949254 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -7950202.000000 Penalty: 5467.996582
	Iteration 6Q: 3 clusters Score -7950202 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -7951556.000000 Penalty: 5467.996582
	Iteration 7Q: 3 clusters Score -7951556 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -7953442.500000 Penalty: 5467.996582
	Iteration 8Q: 3 clusters Score -7953442 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -7955484.000000 Penalty: 5467.996582
	Iteration 9Q: 3 clusters Score -7955484 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7957815.000000 Penalty: 5467.996582
	Iteration 10F: 3 clusters Score -7957815 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -7960264.000000 Penalty: 5467.996582
	Iteration 11F: 3 clusters Score -7960264 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7962329.000000 Penalty: 5467.996582
	Iteration 12Q: 3 clusters Score -7962329 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -7963897.500000 Penalty: 5467.996582
	Iteration 13Q: 3 clusters Score -7963898 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -7964993.000000 Penalty: 5467.996582
	Iteration 14Q: 3 clusters Score -7964993 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -7965657.000000 Penalty: 5467.996582
	Iteration 15Q: 3 clusters Score -7965657 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -7966039.500000 Penalty: 5467.996582
	Iteration 16Q: 3 clusters Score -7966040 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -7966413.500000 Penalty: 5467.996582
	Iteration 17Q: 3 clusters Score -7966414 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -7966721.500000 Penalty: 5467.996582
	Iteration 18Q: 3 clusters Score -7966722 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -7966986.500000 Penalty: 5467.996582
	Iteration 19Q: 3 clusters Score -7966986 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7967273.000000 Penalty: 5467.996582
	Iteration 20F: 3 clusters Score -7967273 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7967516.000000 Penalty: 5467.996582
	Iteration 21Q: 3 clusters Score -7967516 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -7967762.000000 Penalty: 5467.996582
	Iteration 22Q: 3 clusters Score -7967762 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7968042.000000 Penalty: 5467.996582
	Iteration 23Q: 3 clusters Score -7968042 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -7968280.000000 Penalty: 5467.996582
	Iteration 24Q: 3 clusters Score -7968280 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7968548.000000 Penalty: 5467.996582
	Iteration 25Q: 3 clusters Score -7968548 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -7968814.000000 Penalty: 5467.996582
	Iteration 26Q: 3 clusters Score -7968814 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -7969071.000000 Penalty: 5467.996582
	Iteration 27Q: 3 clusters Score -7969071 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7969283.000000 Penalty: 5467.996582
	Iteration 28Q: 3 clusters Score -7969283 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7969463.500000 Penalty: 5467.996582
	Iteration 29Q: 3 clusters Score -7969464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7969617.000000 Penalty: 5467.996582
	Iteration 30Q: 3 clusters Score -7969617 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7969747.500000 Penalty: 5467.996582
	Iteration 31Q: 3 clusters Score -7969748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7969834.500000 Penalty: 5467.996582
	Iteration 32Q: 3 clusters Score -7969834 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7969921.000000 Penalty: 5467.996582
	Iteration 33Q: 3 clusters Score -7969921 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7969983.000000 Penalty: 5467.996582
	Iteration 34Q: 3 clusters Score -7969983 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7970023.500000 Penalty: 5467.996582
	Iteration 35Q: 3 clusters Score -7970024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7970049.000000 Penalty: 5467.996582
	Iteration 36Q: 3 clusters Score -7970049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7970075.000000 Penalty: 5467.996582
	Iteration 37Q: 3 clusters Score -7970075 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7970098.000000 Penalty: 5467.996582
	Iteration 38Q: 3 clusters Score -7970098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7970127.000000 Penalty: 5467.996582
	Iteration 39Q: 3 clusters Score -7970127 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7970154.000000 Penalty: 5467.996582
	Iteration 40F: 3 clusters Score -7970154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7970169.000000 Penalty: 5467.996582
	Iteration 41Q: 3 clusters Score -7970169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7970205.500000 Penalty: 5467.996582
	Iteration 42Q: 3 clusters Score -7970206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7970217.500000 Penalty: 5467.996582
	Iteration 43Q: 3 clusters Score -7970218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7970226.500000 Penalty: 5467.996582
	Iteration 44Q: 3 clusters Score -7970226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7970240.500000 Penalty: 5467.996582
	Iteration 45Q: 3 clusters Score -7970240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7970245.000000 Penalty: 5467.996582
	Iteration 46Q: 3 clusters Score -7970245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7970260.000000 Penalty: 5467.996582
	Iteration 47Q: 3 clusters Score -7970260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7970266.000000 Penalty: 5467.996582
	Iteration 48Q: 3 clusters Score -7970266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7970282.500000 Penalty: 5467.996582
	Iteration 49Q: 3 clusters Score -7970282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7970291.000000 Penalty: 5467.996582
	Iteration 50Q: 3 clusters Score -7970291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7970297.000000 Penalty: 5467.996582
	Iteration 51Q: 3 clusters Score -7970297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7970298.500000 Penalty: 5467.996582
	Iteration 52Q: 3 clusters Score -7970298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7970287.500000 Penalty: 5467.996582
	Iteration 53Q: 3 clusters Score -7970288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7970308.500000 Penalty: 5467.996582
	Iteration 54Q: 3 clusters Score -7970308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7970303.500000 Penalty: 5467.996582
	Iteration 55Q: 3 clusters Score -7970304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7970307.000000 Penalty: 5467.996582
	Iteration 56Q: 3 clusters Score -7970307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7970304.000000 Penalty: 5467.996582
	Iteration 57Q: 3 clusters Score -7970304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7970304.000000 Penalty: 5467.996582
	Iteration 58F: 3 clusters Score -7970304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -50738.074219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -50738.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49212.839844 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -49212.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49393.125000 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -49393.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49465.128906 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -49465.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49505.253906 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -49505.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49528.945312 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -49528.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49546.250000 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -49546.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49557.828125 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -49557.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49570.242188 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -49570.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49571.730469 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -49571.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49571.730469 Penalty: 3062.197998
	Iteration 9F: 3 clusters Score -49571.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182319 members 
Entering Unmasked Estep 
Score: -23591948.000000 Penalty: 3004.151123
	Iteration 0F: 2 clusters Score -2.359195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -23474422.000000 Penalty: 6008.302246
	Iteration 0F: 3 clusters Score -2.347442e+07 nChanged 87264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -23525274.000000 Penalty: 6008.302246
	Iteration 1F: 3 clusters Score -2.352527e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -23526580.000000 Penalty: 6008.302246
	Iteration 2Q: 3 clusters Score -2.352658e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -23528318.000000 Penalty: 6008.302246
	Iteration 3Q: 3 clusters Score -2.352832e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -23530558.000000 Penalty: 6008.302246
	Iteration 4Q: 3 clusters Score -2.353056e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -23534098.000000 Penalty: 6008.302246
	Iteration 5Q: 3 clusters Score -2.35341e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -23539442.000000 Penalty: 6008.302246
	Iteration 6Q: 3 clusters Score -2.353944e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -23547020.000000 Penalty: 6008.302246
	Iteration 7F: 3 clusters Score -2.354702e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 134970 members 
Entering Unmasked Estep 
Score: -23556610.000000 Penalty: 6008.302246
	Iteration 8F: 3 clusters Score -2.355661e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -23566274.000000 Penalty: 6008.302246
	Iteration 9F: 3 clusters Score -2.356627e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -23574220.000000 Penalty: 6008.302246
	Iteration 10F: 3 clusters Score -2.357422e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -23579558.000000 Penalty: 6008.302246
	Iteration 11Q: 3 clusters Score -2.357956e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 166560 members 
Entering Unmasked Estep 
Score: -23582944.000000 Penalty: 6008.302246
	Iteration 12Q: 3 clusters Score -2.358294e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -23584972.000000 Penalty: 6008.302246
	Iteration 13Q: 3 clusters Score -2.358497e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -23586380.000000 Penalty: 6008.302246
	Iteration 14Q: 3 clusters Score -2.358638e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -23587398.000000 Penalty: 6008.302246
	Iteration 15Q: 3 clusters Score -2.35874e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -23587998.000000 Penalty: 6008.302246
	Iteration 16Q: 3 clusters Score -2.3588e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -23588376.000000 Penalty: 6008.302246
	Iteration 17Q: 3 clusters Score -2.358838e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -23588728.000000 Penalty: 6008.302246
	Iteration 18Q: 3 clusters Score -2.358873e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 179158 members 
Entering Unmasked Estep 
Score: -23588930.000000 Penalty: 6008.302246
	Iteration 19Q: 3 clusters Score -2.358893e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -23589104.000000 Penalty: 6008.302246
	Iteration 20F: 3 clusters Score -2.35891e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -23589204.000000 Penalty: 6008.302246
	Iteration 21Q: 3 clusters Score -2.35892e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -23589230.000000 Penalty: 6008.302246
	Iteration 22Q: 3 clusters Score -2.358923e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 180482 members 
Entering Unmasked Estep 
Score: -23589306.000000 Penalty: 6008.302246
	Iteration 23Q: 3 clusters Score -2.358931e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 180635 members 
Entering Unmasked Estep 
Score: -23589330.000000 Penalty: 6008.302246
	Iteration 24Q: 3 clusters Score -2.358933e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 180739 members 
Entering Unmasked Estep 
Score: -23589394.000000 Penalty: 6008.302246
	Iteration 25Q: 3 clusters Score -2.358939e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -23589434.000000 Penalty: 6008.302246
	Iteration 26Q: 3 clusters Score -2.358943e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -23589434.000000 Penalty: 6008.302246
	Iteration 27Q: 3 clusters Score -2.358943e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -23589474.000000 Penalty: 6008.302246
	Iteration 28Q: 3 clusters Score -2.358947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -23589514.000000 Penalty: 6008.302246
	Iteration 29Q: 3 clusters Score -2.358951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 181013 members 
Entering Unmasked Estep 
Score: -23589502.000000 Penalty: 6008.302246
	Iteration 30Q: 3 clusters Score -2.35895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 181044 members 
Entering Unmasked Estep 
Score: -23589520.000000 Penalty: 6008.302246
	Iteration 31Q: 3 clusters Score -2.358952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -23589520.000000 Penalty: 6008.302246
	Iteration 32Q: 3 clusters Score -2.358952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -23589522.000000 Penalty: 6008.302246
	Iteration 33Q: 3 clusters Score -2.358952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 181114 members 
Entering Unmasked Estep 
Score: -23589536.000000 Penalty: 6008.302246
	Iteration 34Q: 3 clusters Score -2.358954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -23589538.000000 Penalty: 6008.302246
	Iteration 35Q: 3 clusters Score -2.358954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -23589526.000000 Penalty: 6008.302246
	Iteration 36Q: 3 clusters Score -2.358953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -23589546.000000 Penalty: 6008.302246
	Iteration 37Q: 3 clusters Score -2.358955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -23589546.000000 Penalty: 6008.302246
	Iteration 38Q: 3 clusters Score -2.358955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 181217 members 
Entering Unmasked Estep 
Score: -23589534.000000 Penalty: 6008.302246
	Iteration 39Q: 3 clusters Score -2.358953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 181236 members 
Entering Unmasked Estep 
Score: -23589534.000000 Penalty: 6008.302246
	Iteration 40F: 3 clusters Score -2.358953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 181254 members 
Entering Unmasked Estep 
Score: -23589538.000000 Penalty: 6008.302246
	Iteration 41Q: 3 clusters Score -2.358954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -23589568.000000 Penalty: 6008.302246
	Iteration 42Q: 3 clusters Score -2.358957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 181283 members 
Entering Unmasked Estep 
Score: -23589570.000000 Penalty: 6008.302246
	Iteration 43Q: 3 clusters Score -2.358957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -23589576.000000 Penalty: 6008.302246
	Iteration 44Q: 3 clusters Score -2.358958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -23589574.000000 Penalty: 6008.302246
	Iteration 45Q: 3 clusters Score -2.358957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 181305 members 
Entering Unmasked Estep 
Score: -23589562.000000 Penalty: 6008.302246
	Iteration 46Q: 3 clusters Score -2.358956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 181312 members 
Entering Unmasked Estep 
Score: -23589572.000000 Penalty: 6008.302246
	Iteration 47Q: 3 clusters Score -2.358957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 181315 members 
Entering Unmasked Estep 
Score: -23589576.000000 Penalty: 6008.302246
	Iteration 48Q: 3 clusters Score -2.358958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -23589582.000000 Penalty: 6008.302246
	Iteration 49Q: 3 clusters Score -2.358958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -23589594.000000 Penalty: 6008.302246
	Iteration 50Q: 3 clusters Score -2.358959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -23589582.000000 Penalty: 6008.302246
	Iteration 51Q: 3 clusters Score -2.358958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 181328 members 
Entering Unmasked Estep 
Score: -23589580.000000 Penalty: 6008.302246
	Iteration 52Q: 3 clusters Score -2.358958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 181330 members 
Entering Unmasked Estep 
Score: -23589596.000000 Penalty: 6008.302246
	Iteration 53Q: 3 clusters Score -2.35896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -23589582.000000 Penalty: 6008.302246
	Iteration 54Q: 3 clusters Score -2.358958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 181332 members 
Entering Unmasked Estep 
Score: -23589580.000000 Penalty: 6008.302246
	Iteration 55Q: 3 clusters Score -2.358958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 181332 members 
Entering Unmasked Estep 
Score: -23589580.000000 Penalty: 6008.302246
	Iteration 56F: 3 clusters Score -2.358958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Entering Unmasked Estep 
Score: -25247184.000000 Penalty: 3021.281982
	Iteration 0F: 2 clusters Score -2.524718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -25121602.000000 Penalty: 6042.563965
	Iteration 0F: 3 clusters Score -2.51216e+07 nChanged 93789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -25176284.000000 Penalty: 6042.563965
	Iteration 1F: 3 clusters Score -2.517628e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -25177384.000000 Penalty: 6042.563965
	Iteration 2Q: 3 clusters Score -2.517738e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -25178868.000000 Penalty: 6042.563965
	Iteration 3Q: 3 clusters Score -2.517887e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -25180668.000000 Penalty: 6042.563965
	Iteration 4Q: 3 clusters Score -2.518067e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -25183340.000000 Penalty: 6042.563965
	Iteration 5Q: 3 clusters Score -2.518334e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120911 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -25187682.000000 Penalty: 6042.563965
	Iteration 6Q: 3 clusters Score -2.518768e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131124 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -25194232.000000 Penalty: 6042.563965
	Iteration 7F: 3 clusters Score -2.519423e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -25204122.000000 Penalty: 6042.563965
	Iteration 8F: 3 clusters Score -2.520412e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -25216572.000000 Penalty: 6042.563965
	Iteration 9F: 3 clusters Score -2.521657e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -25228598.000000 Penalty: 6042.563965
	Iteration 10F: 3 clusters Score -2.52286e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -25236684.000000 Penalty: 6042.563965
	Iteration 11F: 3 clusters Score -2.523668e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188833 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -25241280.000000 Penalty: 6042.563965
	Iteration 12Q: 3 clusters Score -2.524128e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -25243180.000000 Penalty: 6042.563965
	Iteration 13Q: 3 clusters Score -2.524318e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -25244118.000000 Penalty: 6042.563965
	Iteration 14Q: 3 clusters Score -2.524412e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194192 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -25244418.000000 Penalty: 6042.563965
	Iteration 15Q: 3 clusters Score -2.524442e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194501 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25244636.000000 Penalty: 6042.563965
	Iteration 16Q: 3 clusters Score -2.524464e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -25244740.000000 Penalty: 6042.563965
	Iteration 17Q: 3 clusters Score -2.524474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194726 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -25244780.000000 Penalty: 6042.563965
	Iteration 18Q: 3 clusters Score -2.524478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194759 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25244834.000000 Penalty: 6042.563965
	Iteration 19Q: 3 clusters Score -2.524483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194778 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -25244838.000000 Penalty: 6042.563965
	Iteration 20F: 3 clusters Score -2.524484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -25244842.000000 Penalty: 6042.563965
	Iteration 21Q: 3 clusters Score -2.524484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194803 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -25244828.000000 Penalty: 6042.563965
	Iteration 22Q: 3 clusters Score -2.524483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -25244844.000000 Penalty: 6042.563965
	Iteration 23Q: 3 clusters Score -2.524484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25244850.000000 Penalty: 6042.563965
	Iteration 24Q: 3 clusters Score -2.524485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194836 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -25244836.000000 Penalty: 6042.563965
	Iteration 25Q: 3 clusters Score -2.524484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194844 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -25244854.000000 Penalty: 6042.563965
	Iteration 26Q: 3 clusters Score -2.524485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -25244862.000000 Penalty: 6042.563965
	Iteration 27Q: 3 clusters Score -2.524486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -25244864.000000 Penalty: 6042.563965
	Iteration 28Q: 3 clusters Score -2.524486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194849 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25244886.000000 Penalty: 6042.563965
	Iteration 29Q: 3 clusters Score -2.524489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194853 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -25244880.000000 Penalty: 6042.563965
	Iteration 30Q: 3 clusters Score -2.524488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194852 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -25244888.000000 Penalty: 6042.563965
	Iteration 31Q: 3 clusters Score -2.524489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25244878.000000 Penalty: 6042.563965
	Iteration 32Q: 3 clusters Score -2.524488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25244876.000000 Penalty: 6042.563965
	Iteration 33Q: 3 clusters Score -2.524488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25244876.000000 Penalty: 6042.563965
	Iteration 34Q: 3 clusters Score -2.524488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194852 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -25244892.000000 Penalty: 6042.563965
	Iteration 35Q: 3 clusters Score -2.524489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25244892.000000 Penalty: 6042.563965
	Iteration 36Q: 3 clusters Score -2.524489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194849 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25244886.000000 Penalty: 6042.563965
	Iteration 37Q: 3 clusters Score -2.524489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194848 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -25244892.000000 Penalty: 6042.563965
	Iteration 38Q: 3 clusters Score -2.524489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25244882.000000 Penalty: 6042.563965
	Iteration 39Q: 3 clusters Score -2.524488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25244882.000000 Penalty: 6042.563965
	Iteration 40F: 3 clusters Score -2.524488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Entering Unmasked Estep 
Score: -5112038.000000 Penalty: 2622.511963
	Iteration 0F: 2 clusters Score -5112038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -5085589.500000 Penalty: 5245.023926
	Iteration 0F: 3 clusters Score -5085590 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5095221.000000 Penalty: 5245.023926
	Iteration 1F: 3 clusters Score -5095221 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5095834.500000 Penalty: 5245.023926
	Iteration 2Q: 3 clusters Score -5095834 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5096584.500000 Penalty: 5245.023926
	Iteration 3Q: 3 clusters Score -5096584 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5097508.500000 Penalty: 5245.023926
	Iteration 4Q: 3 clusters Score -5097508 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -5098991.000000 Penalty: 5245.023926
	Iteration 5F: 3 clusters Score -5098991 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -5101164.500000 Penalty: 5245.023926
	Iteration 6F: 3 clusters Score -5101164 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5103810.000000 Penalty: 5245.023926
	Iteration 7F: 3 clusters Score -5103810 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5106440.000000 Penalty: 5245.023926
	Iteration 8F: 3 clusters Score -5106440 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5108241.500000 Penalty: 5245.023926
	Iteration 9Q: 3 clusters Score -5108242 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5109119.500000 Penalty: 5245.023926
	Iteration 10Q: 3 clusters Score -5109120 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5109485.500000 Penalty: 5245.023926
	Iteration 11Q: 3 clusters Score -5109486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5109607.000000 Penalty: 5245.023926
	Iteration 12Q: 3 clusters Score -5109607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5109645.500000 Penalty: 5245.023926
	Iteration 13Q: 3 clusters Score -5109646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5109661.500000 Penalty: 5245.023926
	Iteration 14Q: 3 clusters Score -5109662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5109688.000000 Penalty: 5245.023926
	Iteration 15Q: 3 clusters Score -5109688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5109706.000000 Penalty: 5245.023926
	Iteration 16Q: 3 clusters Score -5109706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5109708.000000 Penalty: 5245.023926
	Iteration 17Q: 3 clusters Score -5109708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5109703.500000 Penalty: 5245.023926
	Iteration 18Q: 3 clusters Score -5109704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5109703.500000 Penalty: 5245.023926
	Iteration 19F: 3 clusters Score -5109704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -159532.750000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -159532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157415.125000 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -157415.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157808.421875 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -157808.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157900.062500 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -157900.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -157970.343750 Penalty: 3571.040527
	Iteration 3Q: 3 clusters Score -157970.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158015.937500 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -158015.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158057.328125 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -158057.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158092.578125 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -158092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158132.359375 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -158132.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158157.843750 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -158157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158173.656250 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -158173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158180.968750 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -158181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158184.921875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -158184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158191.875000 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -158191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158198.968750 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -158199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158207.437500 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -158207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158213.234375 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -158213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158217.109375 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -158217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158218.593750 Penalty: 3571.040527
	Iteration 17Q: 3 clusters Score -158218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158220.625000 Penalty: 3571.040527
	Iteration 18Q: 3 clusters Score -158220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158224.328125 Penalty: 3571.040527
	Iteration 19Q: 3 clusters Score -158224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -158233.687500 Penalty: 3571.040527
	Iteration 20F: 3 clusters Score -158233.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158238.562500 Penalty: 3571.040527
	Iteration 21Q: 3 clusters Score -158238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158241.453125 Penalty: 3571.040527
	Iteration 22Q: 3 clusters Score -158241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -158245.234375 Penalty: 3571.040527
	Iteration 23Q: 3 clusters Score -158245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158249.531250 Penalty: 3571.040527
	Iteration 24Q: 3 clusters Score -158249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158253.265625 Penalty: 3571.040527
	Iteration 25Q: 3 clusters Score -158253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158265.765625 Penalty: 3571.040527
	Iteration 26Q: 3 clusters Score -158265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158273.500000 Penalty: 3571.040527
	Iteration 27Q: 3 clusters Score -158273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158307.578125 Penalty: 3571.040527
	Iteration 28Q: 3 clusters Score -158307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -158322.281250 Penalty: 3571.040527
	Iteration 29Q: 3 clusters Score -158322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158330.734375 Penalty: 3571.040527
	Iteration 30Q: 3 clusters Score -158330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -158337.671875 Penalty: 3571.040527
	Iteration 31Q: 3 clusters Score -158337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -158342.250000 Penalty: 3571.040527
	Iteration 32Q: 3 clusters Score -158342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -158347.421875 Penalty: 3571.040527
	Iteration 33Q: 3 clusters Score -158347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -158363.515625 Penalty: 3571.040527
	Iteration 34Q: 3 clusters Score -158363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -158374.218750 Penalty: 3571.040527
	Iteration 35Q: 3 clusters Score -158374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -158381.015625 Penalty: 3571.040527
	Iteration 36Q: 3 clusters Score -158381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158389.171875 Penalty: 3571.040527
	Iteration 37Q: 3 clusters Score -158389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158392.312500 Penalty: 3571.040527
	Iteration 38Q: 3 clusters Score -158392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158396.390625 Penalty: 3571.040527
	Iteration 39Q: 3 clusters Score -158396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158399.765625 Penalty: 3571.040527
	Iteration 40F: 3 clusters Score -158399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158406.671875 Penalty: 3571.040527
	Iteration 41Q: 3 clusters Score -158406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158419.484375 Penalty: 3571.040527
	Iteration 42Q: 3 clusters Score -158419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158423.937500 Penalty: 3571.040527
	Iteration 43Q: 3 clusters Score -158423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -158427.078125 Penalty: 3571.040527
	Iteration 44Q: 3 clusters Score -158427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158428.859375 Penalty: 3571.040527
	Iteration 45Q: 3 clusters Score -158428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158431.218750 Penalty: 3571.040527
	Iteration 46Q: 3 clusters Score -158431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -158434.859375 Penalty: 3571.040527
	Iteration 47Q: 3 clusters Score -158434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -158443.296875 Penalty: 3571.040527
	Iteration 48Q: 3 clusters Score -158443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -158455.750000 Penalty: 3571.040527
	Iteration 49Q: 3 clusters Score -158455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -158463.312500 Penalty: 3571.040527
	Iteration 50Q: 3 clusters Score -158463.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -158472.593750 Penalty: 3571.040527
	Iteration 51Q: 3 clusters Score -158472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158481.437500 Penalty: 3571.040527
	Iteration 52Q: 3 clusters Score -158481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158483.390625 Penalty: 3571.040527
	Iteration 53Q: 3 clusters Score -158483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -158483.875000 Penalty: 3571.040527
	Iteration 54Q: 3 clusters Score -158483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158485.015625 Penalty: 3571.040527
	Iteration 55Q: 3 clusters Score -158485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -158485.734375 Penalty: 3571.040527
	Iteration 56Q: 3 clusters Score -158485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -158487.156250 Penalty: 3571.040527
	Iteration 57Q: 3 clusters Score -158487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -158487.156250 Penalty: 3571.040527
	Iteration 58F: 3 clusters Score -158487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Entering Unmasked Estep 
Score: -1615244.750000 Penalty: 2336.650635
	Iteration 0F: 2 clusters Score -1615245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1606016.500000 Penalty: 4673.301270
	Iteration 0F: 3 clusters Score -1606016 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1608843.625000 Penalty: 4673.301270
	Iteration 1F: 3 clusters Score -1608844 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1609113.500000 Penalty: 4673.301270
	Iteration 2F: 3 clusters Score -1609114 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1609308.625000 Penalty: 4673.301270
	Iteration 3Q: 3 clusters Score -1609309 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1609470.875000 Penalty: 4673.301270
	Iteration 4Q: 3 clusters Score -1609471 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1609608.500000 Penalty: 4673.301270
	Iteration 5Q: 3 clusters Score -1609608 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1609746.375000 Penalty: 4673.301270
	Iteration 6Q: 3 clusters Score -1609746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1609885.000000 Penalty: 4673.301270
	Iteration 7Q: 3 clusters Score -1609885 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1609998.625000 Penalty: 4673.301270
	Iteration 8Q: 3 clusters Score -1609999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1610142.250000 Penalty: 4673.301270
	Iteration 9Q: 3 clusters Score -1610142 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1610272.875000 Penalty: 4673.301270
	Iteration 10Q: 3 clusters Score -1610273 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1610438.125000 Penalty: 4673.301270
	Iteration 11Q: 3 clusters Score -1610438 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1610606.000000 Penalty: 4673.301270
	Iteration 12Q: 3 clusters Score -1610606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1610815.500000 Penalty: 4673.301270
	Iteration 13Q: 3 clusters Score -1610816 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1611011.000000 Penalty: 4673.301270
	Iteration 14Q: 3 clusters Score -1611011 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1611218.125000 Penalty: 4673.301270
	Iteration 15Q: 3 clusters Score -1611218 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1611446.875000 Penalty: 4673.301270
	Iteration 16Q: 3 clusters Score -1611447 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1611659.750000 Penalty: 4673.301270
	Iteration 17Q: 3 clusters Score -1611660 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1611844.250000 Penalty: 4673.301270
	Iteration 18Q: 3 clusters Score -1611844 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1612030.750000 Penalty: 4673.301270
	Iteration 19Q: 3 clusters Score -1612031 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1612188.250000 Penalty: 4673.301270
	Iteration 20F: 3 clusters Score -1612188 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1612358.750000 Penalty: 4673.301270
	Iteration 21Q: 3 clusters Score -1612359 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1612499.000000 Penalty: 4673.301270
	Iteration 22Q: 3 clusters Score -1612499 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1612614.750000 Penalty: 4673.301270
	Iteration 23Q: 3 clusters Score -1612615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1612711.125000 Penalty: 4673.301270
	Iteration 24Q: 3 clusters Score -1612711 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1612790.250000 Penalty: 4673.301270
	Iteration 25Q: 3 clusters Score -1612790 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1612845.500000 Penalty: 4673.301270
	Iteration 26Q: 3 clusters Score -1612846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1612894.125000 Penalty: 4673.301270
	Iteration 27Q: 3 clusters Score -1612894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1612945.625000 Penalty: 4673.301270
	Iteration 28Q: 3 clusters Score -1612946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1612996.250000 Penalty: 4673.301270
	Iteration 29Q: 3 clusters Score -1612996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1613037.000000 Penalty: 4673.301270
	Iteration 30Q: 3 clusters Score -1613037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1613082.750000 Penalty: 4673.301270
	Iteration 31Q: 3 clusters Score -1613083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1613114.500000 Penalty: 4673.301270
	Iteration 32Q: 3 clusters Score -1613114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1613139.000000 Penalty: 4673.301270
	Iteration 33Q: 3 clusters Score -1613139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1613162.000000 Penalty: 4673.301270
	Iteration 34Q: 3 clusters Score -1613162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1613173.750000 Penalty: 4673.301270
	Iteration 35Q: 3 clusters Score -1613174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1613182.000000 Penalty: 4673.301270
	Iteration 36Q: 3 clusters Score -1613182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1613189.250000 Penalty: 4673.301270
	Iteration 37Q: 3 clusters Score -1613189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1613196.625000 Penalty: 4673.301270
	Iteration 38Q: 3 clusters Score -1613197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1613204.375000 Penalty: 4673.301270
	Iteration 39Q: 3 clusters Score -1613204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1613212.125000 Penalty: 4673.301270
	Iteration 40F: 3 clusters Score -1613212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1613216.875000 Penalty: 4673.301270
	Iteration 41Q: 3 clusters Score -1613217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1613219.500000 Penalty: 4673.301270
	Iteration 42Q: 3 clusters Score -1613220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1613222.750000 Penalty: 4673.301270
	Iteration 43Q: 3 clusters Score -1613223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1613229.125000 Penalty: 4673.301270
	Iteration 44Q: 3 clusters Score -1613229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1613230.375000 Penalty: 4673.301270
	Iteration 45Q: 3 clusters Score -1613230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1613232.500000 Penalty: 4673.301270
	Iteration 46Q: 3 clusters Score -1613232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1613235.750000 Penalty: 4673.301270
	Iteration 47Q: 3 clusters Score -1613236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1613238.500000 Penalty: 4673.301270
	Iteration 48Q: 3 clusters Score -1613238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1613239.250000 Penalty: 4673.301270
	Iteration 49Q: 3 clusters Score -1613239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1613236.625000 Penalty: 4673.301270
	Iteration 50Q: 3 clusters Score -1613237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1613241.250000 Penalty: 4673.301270
	Iteration 51Q: 3 clusters Score -1613241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1613240.750000 Penalty: 4673.301270
	Iteration 52Q: 3 clusters Score -1613241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1613241.125000 Penalty: 4673.301270
	Iteration 53Q: 3 clusters Score -1613241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1613240.750000 Penalty: 4673.301270
	Iteration 54Q: 3 clusters Score -1613241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1613244.875000 Penalty: 4673.301270
	Iteration 55Q: 3 clusters Score -1613245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1613244.500000 Penalty: 4673.301270
	Iteration 56Q: 3 clusters Score -1613244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1613244.500000 Penalty: 4673.301270
	Iteration 57F: 3 clusters Score -1613244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Entering Unmasked Estep 
Score: -2593593.000000 Penalty: 2457.979492
	Iteration 0F: 2 clusters Score -2593593 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 10100 members 
Entering Unmasked Estep 
Score: -2579430.750000 Penalty: 4915.958984
	Iteration 0F: 3 clusters Score -2579431 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2584146.500000 Penalty: 4915.958984
	Iteration 1F: 3 clusters Score -2584146 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2584750.750000 Penalty: 4915.958984
	Iteration 2F: 3 clusters Score -2584751 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2585473.000000 Penalty: 4915.958984
	Iteration 3F: 3 clusters Score -2585473 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2586331.500000 Penalty: 4915.958984
	Iteration 4F: 3 clusters Score -2586332 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2587344.500000 Penalty: 4915.958984
	Iteration 5F: 3 clusters Score -2587344 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2588451.250000 Penalty: 4915.958984
	Iteration 6F: 3 clusters Score -2588451 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2589562.250000 Penalty: 4915.958984
	Iteration 7F: 3 clusters Score -2589562 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2590384.000000 Penalty: 4915.958984
	Iteration 8F: 3 clusters Score -2590384 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2590875.750000 Penalty: 4915.958984
	Iteration 9Q: 3 clusters Score -2590876 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2591169.500000 Penalty: 4915.958984
	Iteration 10Q: 3 clusters Score -2591170 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2591351.750000 Penalty: 4915.958984
	Iteration 11Q: 3 clusters Score -2591352 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2591436.750000 Penalty: 4915.958984
	Iteration 12Q: 3 clusters Score -2591437 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2591482.000000 Penalty: 4915.958984
	Iteration 13Q: 3 clusters Score -2591482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2591510.500000 Penalty: 4915.958984
	Iteration 14Q: 3 clusters Score -2591510 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2591528.250000 Penalty: 4915.958984
	Iteration 15Q: 3 clusters Score -2591528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2591532.250000 Penalty: 4915.958984
	Iteration 16Q: 3 clusters Score -2591532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2591544.000000 Penalty: 4915.958984
	Iteration 17Q: 3 clusters Score -2591544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2591556.000000 Penalty: 4915.958984
	Iteration 18Q: 3 clusters Score -2591556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2591570.750000 Penalty: 4915.958984
	Iteration 19Q: 3 clusters Score -2591571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2591580.500000 Penalty: 4915.958984
	Iteration 20F: 3 clusters Score -2591580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2591578.750000 Penalty: 4915.958984
	Iteration 21Q: 3 clusters Score -2591579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2591585.250000 Penalty: 4915.958984
	Iteration 22Q: 3 clusters Score -2591585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2591590.500000 Penalty: 4915.958984
	Iteration 23Q: 3 clusters Score -2591590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2591602.500000 Penalty: 4915.958984
	Iteration 24Q: 3 clusters Score -2591602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2591599.500000 Penalty: 4915.958984
	Iteration 25Q: 3 clusters Score -2591600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2591601.000000 Penalty: 4915.958984
	Iteration 26Q: 3 clusters Score -2591601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2591600.750000 Penalty: 4915.958984
	Iteration 27Q: 3 clusters Score -2591601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2591599.750000 Penalty: 4915.958984
	Iteration 28Q: 3 clusters Score -2591600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2591599.500000 Penalty: 4915.958984
	Iteration 29Q: 3 clusters Score -2591600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2591602.000000 Penalty: 4915.958984
	Iteration 30Q: 3 clusters Score -2591602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2591600.750000 Penalty: 4915.958984
	Iteration 31Q: 3 clusters Score -2591601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2591600.500000 Penalty: 4915.958984
	Iteration 32Q: 3 clusters Score -2591600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2591606.500000 Penalty: 4915.958984
	Iteration 33Q: 3 clusters Score -2591606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2591604.750000 Penalty: 4915.958984
	Iteration 34Q: 3 clusters Score -2591605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2591609.500000 Penalty: 4915.958984
	Iteration 35Q: 3 clusters Score -2591610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2591614.500000 Penalty: 4915.958984
	Iteration 36Q: 3 clusters Score -2591614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2591618.750000 Penalty: 4915.958984
	Iteration 37Q: 3 clusters Score -2591619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2591620.250000 Penalty: 4915.958984
	Iteration 38Q: 3 clusters Score -2591620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2591617.000000 Penalty: 4915.958984
	Iteration 39Q: 3 clusters Score -2591617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2591616.750000 Penalty: 4915.958984
	Iteration 40F: 3 clusters Score -2591617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2591620.000000 Penalty: 4915.958984
	Iteration 41Q: 3 clusters Score -2591620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2591620.000000 Penalty: 4915.958984
	Iteration 42Q: 3 clusters Score -2591620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2591617.750000 Penalty: 4915.958984
	Iteration 43Q: 3 clusters Score -2591618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2591618.000000 Penalty: 4915.958984
	Iteration 44Q: 3 clusters Score -2591618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2591622.500000 Penalty: 4915.958984
	Iteration 45Q: 3 clusters Score -2591622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2591626.250000 Penalty: 4915.958984
	Iteration 46Q: 3 clusters Score -2591626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2591629.500000 Penalty: 4915.958984
	Iteration 47Q: 3 clusters Score -2591630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2591635.000000 Penalty: 4915.958984
	Iteration 48Q: 3 clusters Score -2591635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2591638.500000 Penalty: 4915.958984
	Iteration 49Q: 3 clusters Score -2591638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2591644.000000 Penalty: 4915.958984
	Iteration 50Q: 3 clusters Score -2591644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2591644.250000 Penalty: 4915.958984
	Iteration 51Q: 3 clusters Score -2591644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2591647.250000 Penalty: 4915.958984
	Iteration 52Q: 3 clusters Score -2591647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2591649.500000 Penalty: 4915.958984
	Iteration 53Q: 3 clusters Score -2591650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2591652.500000 Penalty: 4915.958984
	Iteration 54Q: 3 clusters Score -2591652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2591655.500000 Penalty: 4915.958984
	Iteration 55Q: 3 clusters Score -2591656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2591664.750000 Penalty: 4915.958984
	Iteration 56Q: 3 clusters Score -2591665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2591677.250000 Penalty: 4915.958984
	Iteration 57Q: 3 clusters Score -2591677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2591678.750000 Penalty: 4915.958984
	Iteration 58Q: 3 clusters Score -2591679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2591686.750000 Penalty: 4915.958984
	Iteration 59Q: 3 clusters Score -2591687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2591679.250000 Penalty: 4915.958984
	Iteration 60F: 3 clusters Score -2591679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2591688.750000 Penalty: 4915.958984
	Iteration 61Q: 3 clusters Score -2591689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2591690.250000 Penalty: 4915.958984
	Iteration 62Q: 3 clusters Score -2591690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2591695.500000 Penalty: 4915.958984
	Iteration 63Q: 3 clusters Score -2591696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2591699.500000 Penalty: 4915.958984
	Iteration 64Q: 3 clusters Score -2591700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2591700.000000 Penalty: 4915.958984
	Iteration 65Q: 3 clusters Score -2591700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2591698.750000 Penalty: 4915.958984
	Iteration 66Q: 3 clusters Score -2591699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2591708.000000 Penalty: 4915.958984
	Iteration 67Q: 3 clusters Score -2591708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2591701.000000 Penalty: 4915.958984
	Iteration 68Q: 3 clusters Score -2591701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2591703.750000 Penalty: 4915.958984
	Iteration 69Q: 3 clusters Score -2591704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2591704.750000 Penalty: 4915.958984
	Iteration 70Q: 3 clusters Score -2591705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2591704.500000 Penalty: 4915.958984
	Iteration 71Q: 3 clusters Score -2591704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2591708.000000 Penalty: 4915.958984
	Iteration 72Q: 3 clusters Score -2591708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2591714.500000 Penalty: 4915.958984
	Iteration 73Q: 3 clusters Score -2591714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2591715.500000 Penalty: 4915.958984
	Iteration 74Q: 3 clusters Score -2591716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2591711.500000 Penalty: 4915.958984
	Iteration 75Q: 3 clusters Score -2591712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2591713.500000 Penalty: 4915.958984
	Iteration 76Q: 3 clusters Score -2591714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2591711.250000 Penalty: 4915.958984
	Iteration 77Q: 3 clusters Score -2591711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2591713.500000 Penalty: 4915.958984
	Iteration 78Q: 3 clusters Score -2591714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2591714.750000 Penalty: 4915.958984
	Iteration 79Q: 3 clusters Score -2591715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2591721.500000 Penalty: 4915.958984
	Iteration 80F: 3 clusters Score -2591722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2591716.500000 Penalty: 4915.958984
	Iteration 81Q: 3 clusters Score -2591716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2591718.250000 Penalty: 4915.958984
	Iteration 82Q: 3 clusters Score -2591718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2591723.500000 Penalty: 4915.958984
	Iteration 83Q: 3 clusters Score -2591724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2591723.750000 Penalty: 4915.958984
	Iteration 84Q: 3 clusters Score -2591724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2591722.500000 Penalty: 4915.958984
	Iteration 85Q: 3 clusters Score -2591722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2591723.500000 Penalty: 4915.958984
	Iteration 86Q: 3 clusters Score -2591724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2591730.000000 Penalty: 4915.958984
	Iteration 87Q: 3 clusters Score -2591730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2591729.750000 Penalty: 4915.958984
	Iteration 88Q: 3 clusters Score -2591730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2591730.000000 Penalty: 4915.958984
	Iteration 89Q: 3 clusters Score -2591730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2591727.000000 Penalty: 4915.958984
	Iteration 90Q: 3 clusters Score -2591727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2591728.000000 Penalty: 4915.958984
	Iteration 91Q: 3 clusters Score -2591728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2591730.500000 Penalty: 4915.958984
	Iteration 92Q: 3 clusters Score -2591730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2591726.250000 Penalty: 4915.958984
	Iteration 93Q: 3 clusters Score -2591726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2591725.000000 Penalty: 4915.958984
	Iteration 94Q: 3 clusters Score -2591725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2591728.500000 Penalty: 4915.958984
	Iteration 95Q: 3 clusters Score -2591728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2591725.000000 Penalty: 4915.958984
	Iteration 96Q: 3 clusters Score -2591725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2591725.250000 Penalty: 4915.958984
	Iteration 97Q: 3 clusters Score -2591725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2591725.750000 Penalty: 4915.958984
	Iteration 98Q: 3 clusters Score -2591726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2591726.500000 Penalty: 4915.958984
	Iteration 99Q: 3 clusters Score -2591726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2591729.750000 Penalty: 4915.958984
	Iteration 100F: 3 clusters Score -2591730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2591727.000000 Penalty: 4915.958984
	Iteration 101Q: 3 clusters Score -2591727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2591727.000000 Penalty: 4915.958984
	Iteration 102F: 3 clusters Score -2591727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Entering Unmasked Estep 
Score: -2121536.250000 Penalty: 2404.966797
	Iteration 0F: 2 clusters Score -2121536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2109904.750000 Penalty: 4809.933594
	Iteration 0F: 3 clusters Score -2109905 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2113545.250000 Penalty: 4809.933594
	Iteration 1F: 3 clusters Score -2113545 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2113902.250000 Penalty: 4809.933594
	Iteration 2F: 3 clusters Score -2113902 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2114234.500000 Penalty: 4809.933594
	Iteration 3Q: 3 clusters Score -2114234 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2114614.750000 Penalty: 4809.933594
	Iteration 4Q: 3 clusters Score -2114615 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2115112.000000 Penalty: 4809.933594
	Iteration 5F: 3 clusters Score -2115112 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2115756.000000 Penalty: 4809.933594
	Iteration 6F: 3 clusters Score -2115756 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2116540.500000 Penalty: 4809.933594
	Iteration 7F: 3 clusters Score -2116540 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2117403.500000 Penalty: 4809.933594
	Iteration 8F: 3 clusters Score -2117404 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2118179.500000 Penalty: 4809.933594
	Iteration 9F: 3 clusters Score -2118180 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2118725.750000 Penalty: 4809.933594
	Iteration 10Q: 3 clusters Score -2118726 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2119016.250000 Penalty: 4809.933594
	Iteration 11Q: 3 clusters Score -2119016 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2119173.750000 Penalty: 4809.933594
	Iteration 12Q: 3 clusters Score -2119174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2119275.250000 Penalty: 4809.933594
	Iteration 13Q: 3 clusters Score -2119275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2119321.000000 Penalty: 4809.933594
	Iteration 14Q: 3 clusters Score -2119321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2119353.750000 Penalty: 4809.933594
	Iteration 15Q: 3 clusters Score -2119354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2119381.500000 Penalty: 4809.933594
	Iteration 16Q: 3 clusters Score -2119382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2119397.750000 Penalty: 4809.933594
	Iteration 17Q: 3 clusters Score -2119398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2119402.000000 Penalty: 4809.933594
	Iteration 18Q: 3 clusters Score -2119402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2119413.250000 Penalty: 4809.933594
	Iteration 19Q: 3 clusters Score -2119413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2119421.250000 Penalty: 4809.933594
	Iteration 20F: 3 clusters Score -2119421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2119429.500000 Penalty: 4809.933594
	Iteration 21Q: 3 clusters Score -2119430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2119437.000000 Penalty: 4809.933594
	Iteration 22Q: 3 clusters Score -2119437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2119443.250000 Penalty: 4809.933594
	Iteration 23Q: 3 clusters Score -2119443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2119452.500000 Penalty: 4809.933594
	Iteration 24Q: 3 clusters Score -2119452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2119460.000000 Penalty: 4809.933594
	Iteration 25Q: 3 clusters Score -2119460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2119464.000000 Penalty: 4809.933594
	Iteration 26Q: 3 clusters Score -2119464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2119479.500000 Penalty: 4809.933594
	Iteration 27Q: 3 clusters Score -2119480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2119486.500000 Penalty: 4809.933594
	Iteration 28Q: 3 clusters Score -2119486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2119491.250000 Penalty: 4809.933594
	Iteration 29Q: 3 clusters Score -2119491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2119491.250000 Penalty: 4809.933594
	Iteration 30F: 3 clusters Score -2119491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.062500 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59867.144531 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59867.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60098.324219 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60098.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60165.175781 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60165.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60235.449219 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -60235.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60288.460938 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -60288.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60316.046875 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -60316.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60331.812500 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -60331.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60354.320312 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -60354.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60459.625000 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -60459.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60534.750000 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -60534.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60630.105469 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -60630.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60692.718750 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -60692.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60861.824219 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -60861.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61133.144531 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -61133.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61238.546875 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -61238.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61330.789062 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -61330.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61449.140625 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -61449.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61486.066406 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -61486.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61512.398438 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -61512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61544.371094 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -61544.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -61557.039062 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -61557.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61606.753906 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -61606.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61754.140625 Penalty: 3158.620605
	Iteration 22Q: 3 clusters Score -61754.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61845.398438 Penalty: 3158.620605
	Iteration 23Q: 3 clusters Score -61845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61858.394531 Penalty: 3158.620605
	Iteration 24Q: 3 clusters Score -61858.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -61860.226562 Penalty: 3158.620605
	Iteration 25Q: 3 clusters Score -61860.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -61860.226562 Penalty: 3158.620605
	Iteration 26F: 3 clusters Score -61860.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182319 members 
Mstep: Class 6 contains 195358 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166461 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150188 members 
Mstep: Class 23 contains 177715 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 153 members 
Entering Unmasked Estep 
Score: -166461248.000000 Penalty: 87361.351562
Splitting cluster 12 changes total score from -166462512.000000 to -166461248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -58148.417969 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -58148.42 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 286 members 
Entering Unmasked Estep 
Score: -56658.906250 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -56658.91 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57167.859375 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -57167.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57519.394531 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -57519.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57798.593750 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -57798.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58156.980469 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -58156.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58277.757812 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -58277.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58335.468750 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -58335.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58367.390625 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -58367.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58378.039062 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -58378.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58381.746094 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -58381.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58381.746094 Penalty: 3168.726318
	Iteration 10F: 3 clusters Score -58381.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182319 members 
Mstep: Class 6 contains 195358 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166461 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150188 members 
Mstep: Class 23 contains 177715 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 230 members 
Entering Unmasked Estep 
Score: -166461024.000000 Penalty: 87361.351562
Splitting cluster 13 changes total score from -166462512.000000 to -166461024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (31932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Entering Unmasked Estep 
Score: -4103343.000000 Penalty: 2572.098145
	Iteration 0F: 2 clusters Score -4103343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4081367.750000 Penalty: 5144.196289
	Iteration 0F: 3 clusters Score -4081368 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4089116.250000 Penalty: 5144.196289
	Iteration 1F: 3 clusters Score -4089116 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -4089487.750000 Penalty: 5144.196289
	Iteration 2Q: 3 clusters Score -4089488 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4089759.000000 Penalty: 5144.196289
	Iteration 3Q: 3 clusters Score -4089759 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4090027.250000 Penalty: 5144.196289
	Iteration 4Q: 3 clusters Score -4090027 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4090335.500000 Penalty: 5144.196289
	Iteration 5Q: 3 clusters Score -4090336 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4090673.750000 Penalty: 5144.196289
	Iteration 6Q: 3 clusters Score -4090674 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4091142.250000 Penalty: 5144.196289
	Iteration 7Q: 3 clusters Score -4091142 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4091814.500000 Penalty: 5144.196289
	Iteration 8Q: 3 clusters Score -4091814 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4093022.000000 Penalty: 5144.196289
	Iteration 9F: 3 clusters Score -4093022 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4094804.000000 Penalty: 5144.196289
	Iteration 10F: 3 clusters Score -4094804 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4097099.500000 Penalty: 5144.196289
	Iteration 11F: 3 clusters Score -4097100 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4099485.000000 Penalty: 5144.196289
	Iteration 12F: 3 clusters Score -4099485 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4101038.000000 Penalty: 5144.196289
	Iteration 13Q: 3 clusters Score -4101038 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4101585.500000 Penalty: 5144.196289
	Iteration 14Q: 3 clusters Score -4101586 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4101767.250000 Penalty: 5144.196289
	Iteration 15Q: 3 clusters Score -4101767 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4101814.000000 Penalty: 5144.196289
	Iteration 16Q: 3 clusters Score -4101814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4101845.250000 Penalty: 5144.196289
	Iteration 17Q: 3 clusters Score -4101845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4101847.250000 Penalty: 5144.196289
	Iteration 18Q: 3 clusters Score -4101847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4101863.000000 Penalty: 5144.196289
	Iteration 19Q: 3 clusters Score -4101863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4101869.500000 Penalty: 5144.196289
	Iteration 20F: 3 clusters Score -4101870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4101865.500000 Penalty: 5144.196289
	Iteration 21Q: 3 clusters Score -4101866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4101878.500000 Penalty: 5144.196289
	Iteration 22Q: 3 clusters Score -4101878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4101886.000000 Penalty: 5144.196289
	Iteration 23Q: 3 clusters Score -4101886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4101884.250000 Penalty: 5144.196289
	Iteration 24Q: 3 clusters Score -4101884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4101883.500000 Penalty: 5144.196289
	Iteration 25Q: 3 clusters Score -4101884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4101880.750000 Penalty: 5144.196289
	Iteration 26Q: 3 clusters Score -4101881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4101885.000000 Penalty: 5144.196289
	Iteration 27Q: 3 clusters Score -4101885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4101881.750000 Penalty: 5144.196289
	Iteration 28Q: 3 clusters Score -4101882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4101882.000000 Penalty: 5144.196289
	Iteration 29Q: 3 clusters Score -4101882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4101891.500000 Penalty: 5144.196289
	Iteration 30Q: 3 clusters Score -4101892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4101891.000000 Penalty: 5144.196289
	Iteration 31Q: 3 clusters Score -4101891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4101889.750000 Penalty: 5144.196289
	Iteration 32Q: 3 clusters Score -4101890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4101889.250000 Penalty: 5144.196289
	Iteration 33Q: 3 clusters Score -4101889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4101890.500000 Penalty: 5144.196289
	Iteration 34Q: 3 clusters Score -4101890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4101894.750000 Penalty: 5144.196289
	Iteration 35Q: 3 clusters Score -4101895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4101894.000000 Penalty: 5144.196289
	Iteration 36Q: 3 clusters Score -4101894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4101894.000000 Penalty: 5144.196289
	Iteration 37F: 3 clusters Score -4101894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 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 288 members 
Entering Unmasked Estep 
Score: -67769.500000 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67769.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67931.234375 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67931.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67997.984375 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -67997.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68015.960938 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68015.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68020.265625 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68020.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68023.890625 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -68023.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68024.992188 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -68024.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68030.140625 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -68030.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68031.429688 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -68031.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68032.195312 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -68032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68034.250000 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -68034.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68034.250000 Penalty: 3154.348633
	Iteration 11F: 3 clusters Score -68034.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Entering Unmasked Estep 
Score: -8962543.000000 Penalty: 2772.569580
	Iteration 0F: 2 clusters Score -8962543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8914276.000000 Penalty: 5545.139160
	Iteration 0F: 3 clusters Score -8914276 nChanged 33823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -8933483.000000 Penalty: 5545.139160
	Iteration 1F: 3 clusters Score -8933483 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -8934088.000000 Penalty: 5545.139160
	Iteration 2Q: 3 clusters Score -8934088 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -8934703.000000 Penalty: 5545.139160
	Iteration 3Q: 3 clusters Score -8934703 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -8935201.000000 Penalty: 5545.139160
	Iteration 4Q: 3 clusters Score -8935201 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8935827.000000 Penalty: 5545.139160
	Iteration 5Q: 3 clusters Score -8935827 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -8936480.000000 Penalty: 5545.139160
	Iteration 6Q: 3 clusters Score -8936480 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8937637.000000 Penalty: 5545.139160
	Iteration 7Q: 3 clusters Score -8937637 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8939206.000000 Penalty: 5545.139160
	Iteration 8Q: 3 clusters Score -8939206 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8941772.000000 Penalty: 5545.139160
	Iteration 9F: 3 clusters Score -8941772 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8945550.000000 Penalty: 5545.139160
	Iteration 10F: 3 clusters Score -8945550 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8950471.000000 Penalty: 5545.139160
	Iteration 11F: 3 clusters Score -8950471 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8954983.000000 Penalty: 5545.139160
	Iteration 12F: 3 clusters Score -8954983 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8958014.000000 Penalty: 5545.139160
	Iteration 13Q: 3 clusters Score -8958014 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8959321.000000 Penalty: 5545.139160
	Iteration 14Q: 3 clusters Score -8959321 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8959829.000000 Penalty: 5545.139160
	Iteration 15Q: 3 clusters Score -8959829 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8959998.000000 Penalty: 5545.139160
	Iteration 16Q: 3 clusters Score -8959998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8960069.000000 Penalty: 5545.139160
	Iteration 17Q: 3 clusters Score -8960069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8960130.000000 Penalty: 5545.139160
	Iteration 18Q: 3 clusters Score -8960130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8960140.000000 Penalty: 5545.139160
	Iteration 19Q: 3 clusters Score -8960140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8960165.000000 Penalty: 5545.139160
	Iteration 20F: 3 clusters Score -8960165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8960179.000000 Penalty: 5545.139160
	Iteration 21Q: 3 clusters Score -8960179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8960188.000000 Penalty: 5545.139160
	Iteration 22Q: 3 clusters Score -8960188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8960210.000000 Penalty: 5545.139160
	Iteration 23Q: 3 clusters Score -8960210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8960208.000000 Penalty: 5545.139160
	Iteration 24Q: 3 clusters Score -8960208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8960219.000000 Penalty: 5545.139160
	Iteration 25Q: 3 clusters Score -8960219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8960214.000000 Penalty: 5545.139160
	Iteration 26Q: 3 clusters Score -8960214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8960214.000000 Penalty: 5545.139160
	Iteration 27F: 3 clusters Score -8960214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Entering Unmasked Estep 
Score: -21638606.000000 Penalty: 2981.583984
	Iteration 0F: 2 clusters Score -2.163861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -21528458.000000 Penalty: 5963.167969
	Iteration 0F: 3 clusters Score -2.152846e+07 nChanged 79686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -21574224.000000 Penalty: 5963.167969
	Iteration 1F: 3 clusters Score -2.157422e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -21574944.000000 Penalty: 5963.167969
	Iteration 2Q: 3 clusters Score -2.157494e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -21575822.000000 Penalty: 5963.167969
	Iteration 3Q: 3 clusters Score -2.157582e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -21576696.000000 Penalty: 5963.167969
	Iteration 4Q: 3 clusters Score -2.15767e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -21577510.000000 Penalty: 5963.167969
	Iteration 5Q: 3 clusters Score -2.157751e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -21578660.000000 Penalty: 5963.167969
	Iteration 6Q: 3 clusters Score -2.157866e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -21580428.000000 Penalty: 5963.167969
	Iteration 7Q: 3 clusters Score -2.158043e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -21583286.000000 Penalty: 5963.167969
	Iteration 8Q: 3 clusters Score -2.158329e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -21587848.000000 Penalty: 5963.167969
	Iteration 9Q: 3 clusters Score -2.158785e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -21595182.000000 Penalty: 5963.167969
	Iteration 10F: 3 clusters Score -2.159518e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -21604808.000000 Penalty: 5963.167969
	Iteration 11F: 3 clusters Score -2.160481e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -21612778.000000 Penalty: 5963.167969
	Iteration 12F: 3 clusters Score -2.161278e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -21616944.000000 Penalty: 5963.167969
	Iteration 13Q: 3 clusters Score -2.161694e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -21618942.000000 Penalty: 5963.167969
	Iteration 14Q: 3 clusters Score -2.161894e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 116543 members 
Entering Unmasked Estep 
Score: -21620592.000000 Penalty: 5963.167969
	Iteration 15Q: 3 clusters Score -2.162059e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -21621866.000000 Penalty: 5963.167969
	Iteration 16Q: 3 clusters Score -2.162187e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -21623034.000000 Penalty: 5963.167969
	Iteration 17Q: 3 clusters Score -2.162303e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -21624050.000000 Penalty: 5963.167969
	Iteration 18Q: 3 clusters Score -2.162405e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
Score: -21624846.000000 Penalty: 5963.167969
	Iteration 19Q: 3 clusters Score -2.162485e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -21625446.000000 Penalty: 5963.167969
	Iteration 20F: 3 clusters Score -2.162545e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -21625948.000000 Penalty: 5963.167969
	Iteration 21Q: 3 clusters Score -2.162595e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -21626466.000000 Penalty: 5963.167969
	Iteration 22Q: 3 clusters Score -2.162647e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -21626730.000000 Penalty: 5963.167969
	Iteration 23Q: 3 clusters Score -2.162673e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -21627002.000000 Penalty: 5963.167969
	Iteration 24Q: 3 clusters Score -2.1627e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 115804 members 
Entering Unmasked Estep 
Score: -21627292.000000 Penalty: 5963.167969
	Iteration 25Q: 3 clusters Score -2.162729e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -21627438.000000 Penalty: 5963.167969
	Iteration 26Q: 3 clusters Score -2.162744e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -21627556.000000 Penalty: 5963.167969
	Iteration 27Q: 3 clusters Score -2.162756e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -21627692.000000 Penalty: 5963.167969
	Iteration 28Q: 3 clusters Score -2.162769e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -21627716.000000 Penalty: 5963.167969
	Iteration 29Q: 3 clusters Score -2.162772e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -21627860.000000 Penalty: 5963.167969
	Iteration 30Q: 3 clusters Score -2.162786e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -21627928.000000 Penalty: 5963.167969
	Iteration 31Q: 3 clusters Score -2.162793e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -21628022.000000 Penalty: 5963.167969
	Iteration 32Q: 3 clusters Score -2.162802e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -21628048.000000 Penalty: 5963.167969
	Iteration 33Q: 3 clusters Score -2.162805e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -21628122.000000 Penalty: 5963.167969
	Iteration 34Q: 3 clusters Score -2.162812e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -21628086.000000 Penalty: 5963.167969
	Iteration 35Q: 3 clusters Score -2.162809e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -21628160.000000 Penalty: 5963.167969
	Iteration 36Q: 3 clusters Score -2.162816e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -21628168.000000 Penalty: 5963.167969
	Iteration 37Q: 3 clusters Score -2.162817e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -21628182.000000 Penalty: 5963.167969
	Iteration 38Q: 3 clusters Score -2.162818e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -21628170.000000 Penalty: 5963.167969
	Iteration 39Q: 3 clusters Score -2.162817e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -21628200.000000 Penalty: 5963.167969
	Iteration 40F: 3 clusters Score -2.16282e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -21628254.000000 Penalty: 5963.167969
	Iteration 41Q: 3 clusters Score -2.162825e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -21628288.000000 Penalty: 5963.167969
	Iteration 42Q: 3 clusters Score -2.162829e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -21628280.000000 Penalty: 5963.167969
	Iteration 43Q: 3 clusters Score -2.162828e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -21628296.000000 Penalty: 5963.167969
	Iteration 44Q: 3 clusters Score -2.16283e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 106840 members 
Entering Unmasked Estep 
Score: -21628300.000000 Penalty: 5963.167969
	Iteration 45Q: 3 clusters Score -2.16283e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -21628354.000000 Penalty: 5963.167969
	Iteration 46Q: 3 clusters Score -2.162835e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -21628372.000000 Penalty: 5963.167969
	Iteration 47Q: 3 clusters Score -2.162837e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -21628346.000000 Penalty: 5963.167969
	Iteration 48Q: 3 clusters Score -2.162835e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -21628340.000000 Penalty: 5963.167969
	Iteration 49Q: 3 clusters Score -2.162834e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -21628338.000000 Penalty: 5963.167969
	Iteration 50Q: 3 clusters Score -2.162834e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -21628362.000000 Penalty: 5963.167969
	Iteration 51Q: 3 clusters Score -2.162836e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -21628338.000000 Penalty: 5963.167969
	Iteration 52Q: 3 clusters Score -2.162834e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -21628276.000000 Penalty: 5963.167969
	Iteration 53Q: 3 clusters Score -2.162828e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -21628268.000000 Penalty: 5963.167969
	Iteration 54Q: 3 clusters Score -2.162827e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -21628276.000000 Penalty: 5963.167969
	Iteration 55Q: 3 clusters Score -2.162828e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -21628258.000000 Penalty: 5963.167969
	Iteration 56Q: 3 clusters Score -2.162826e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 101609 members 
Entering Unmasked Estep 
Score: -21628290.000000 Penalty: 5963.167969
	Iteration 57Q: 3 clusters Score -2.162829e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -21628350.000000 Penalty: 5963.167969
	Iteration 58Q: 3 clusters Score -2.162835e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -21628408.000000 Penalty: 5963.167969
	Iteration 59Q: 3 clusters Score -2.162841e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -21628452.000000 Penalty: 5963.167969
	Iteration 60F: 3 clusters Score -2.162845e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -21628458.000000 Penalty: 5963.167969
	Iteration 61Q: 3 clusters Score -2.162846e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -21628538.000000 Penalty: 5963.167969
	Iteration 62Q: 3 clusters Score -2.162854e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -21628586.000000 Penalty: 5963.167969
	Iteration 63Q: 3 clusters Score -2.162859e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 5963.167969
	Iteration 64Q: 3 clusters Score -2.162861e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -21628616.000000 Penalty: 5963.167969
	Iteration 65Q: 3 clusters Score -2.162862e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -21628636.000000 Penalty: 5963.167969
	Iteration 66Q: 3 clusters Score -2.162864e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -21628684.000000 Penalty: 5963.167969
	Iteration 67Q: 3 clusters Score -2.162868e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -21628668.000000 Penalty: 5963.167969
	Iteration 68Q: 3 clusters Score -2.162867e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -21628684.000000 Penalty: 5963.167969
	Iteration 69Q: 3 clusters Score -2.162868e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -21628694.000000 Penalty: 5963.167969
	Iteration 70Q: 3 clusters Score -2.162869e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -21628736.000000 Penalty: 5963.167969
	Iteration 71Q: 3 clusters Score -2.162874e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -21628706.000000 Penalty: 5963.167969
	Iteration 72Q: 3 clusters Score -2.162871e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -21628740.000000 Penalty: 5963.167969
	Iteration 73Q: 3 clusters Score -2.162874e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -21628732.000000 Penalty: 5963.167969
	Iteration 74Q: 3 clusters Score -2.162873e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -21628790.000000 Penalty: 5963.167969
	Iteration 75Q: 3 clusters Score -2.162879e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -21628844.000000 Penalty: 5963.167969
	Iteration 76Q: 3 clusters Score -2.162884e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -21628856.000000 Penalty: 5963.167969
	Iteration 77Q: 3 clusters Score -2.162886e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -21628890.000000 Penalty: 5963.167969
	Iteration 78Q: 3 clusters Score -2.162889e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -21628878.000000 Penalty: 5963.167969
	Iteration 79Q: 3 clusters Score -2.162888e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -21628896.000000 Penalty: 5963.167969
	Iteration 80F: 3 clusters Score -2.16289e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -21628944.000000 Penalty: 5963.167969
	Iteration 81Q: 3 clusters Score -2.162894e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -21628976.000000 Penalty: 5963.167969
	Iteration 82Q: 3 clusters Score -2.162898e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -21628990.000000 Penalty: 5963.167969
	Iteration 83Q: 3 clusters Score -2.162899e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -21628966.000000 Penalty: 5963.167969
	Iteration 84Q: 3 clusters Score -2.162897e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -21629038.000000 Penalty: 5963.167969
	Iteration 85Q: 3 clusters Score -2.162904e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -21629072.000000 Penalty: 5963.167969
	Iteration 86Q: 3 clusters Score -2.162907e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -21629074.000000 Penalty: 5963.167969
	Iteration 87Q: 3 clusters Score -2.162907e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -21629078.000000 Penalty: 5963.167969
	Iteration 88Q: 3 clusters Score -2.162908e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -21629124.000000 Penalty: 5963.167969
	Iteration 89Q: 3 clusters Score -2.162912e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -21629174.000000 Penalty: 5963.167969
	Iteration 90Q: 3 clusters Score -2.162917e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -21629222.000000 Penalty: 5963.167969
	Iteration 91Q: 3 clusters Score -2.162922e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -21629216.000000 Penalty: 5963.167969
	Iteration 92Q: 3 clusters Score -2.162922e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -21629180.000000 Penalty: 5963.167969
	Iteration 93Q: 3 clusters Score -2.162918e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -21629200.000000 Penalty: 5963.167969
	Iteration 94Q: 3 clusters Score -2.16292e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -21629196.000000 Penalty: 5963.167969
	Iteration 95Q: 3 clusters Score -2.16292e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -21629244.000000 Penalty: 5963.167969
	Iteration 96Q: 3 clusters Score -2.162924e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -21629254.000000 Penalty: 5963.167969
	Iteration 97Q: 3 clusters Score -2.162925e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -21629338.000000 Penalty: 5963.167969
	Iteration 98Q: 3 clusters Score -2.162934e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -21629398.000000 Penalty: 5963.167969
	Iteration 99Q: 3 clusters Score -2.16294e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -21629392.000000 Penalty: 5963.167969
	Iteration 100F: 3 clusters Score -2.162939e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -21629408.000000 Penalty: 5963.167969
	Iteration 101Q: 3 clusters Score -2.162941e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -21629352.000000 Penalty: 5963.167969
	Iteration 102Q: 3 clusters Score -2.162935e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -21629348.000000 Penalty: 5963.167969
	Iteration 103Q: 3 clusters Score -2.162935e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -21629362.000000 Penalty: 5963.167969
	Iteration 104Q: 3 clusters Score -2.162936e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -21629398.000000 Penalty: 5963.167969
	Iteration 105Q: 3 clusters Score -2.16294e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -21629408.000000 Penalty: 5963.167969
	Iteration 106Q: 3 clusters Score -2.162941e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -21629372.000000 Penalty: 5963.167969
	Iteration 107Q: 3 clusters Score -2.162937e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -21629382.000000 Penalty: 5963.167969
	Iteration 108Q: 3 clusters Score -2.162938e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -21629362.000000 Penalty: 5963.167969
	Iteration 109Q: 3 clusters Score -2.162936e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -21629404.000000 Penalty: 5963.167969
	Iteration 110Q: 3 clusters Score -2.16294e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -21629432.000000 Penalty: 5963.167969
	Iteration 111Q: 3 clusters Score -2.162943e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -21629416.000000 Penalty: 5963.167969
	Iteration 112Q: 3 clusters Score -2.162942e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -21629430.000000 Penalty: 5963.167969
	Iteration 113Q: 3 clusters Score -2.162943e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -21629460.000000 Penalty: 5963.167969
	Iteration 114Q: 3 clusters Score -2.162946e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -21629476.000000 Penalty: 5963.167969
	Iteration 115Q: 3 clusters Score -2.162948e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -21629520.000000 Penalty: 5963.167969
	Iteration 116Q: 3 clusters Score -2.162952e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -21629588.000000 Penalty: 5963.167969
	Iteration 117Q: 3 clusters Score -2.162959e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -21629632.000000 Penalty: 5963.167969
	Iteration 118Q: 3 clusters Score -2.162963e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -21629688.000000 Penalty: 5963.167969
	Iteration 119Q: 3 clusters Score -2.162969e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -21629696.000000 Penalty: 5963.167969
	Iteration 120F: 3 clusters Score -2.16297e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -21629726.000000 Penalty: 5963.167969
	Iteration 121Q: 3 clusters Score -2.162973e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -21629696.000000 Penalty: 5963.167969
	Iteration 122Q: 3 clusters Score -2.16297e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -21629712.000000 Penalty: 5963.167969
	Iteration 123Q: 3 clusters Score -2.162971e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -21629716.000000 Penalty: 5963.167969
	Iteration 124Q: 3 clusters Score -2.162972e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -21629732.000000 Penalty: 5963.167969
	Iteration 125Q: 3 clusters Score -2.162973e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -21629680.000000 Penalty: 5963.167969
	Iteration 126Q: 3 clusters Score -2.162968e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -21629704.000000 Penalty: 5963.167969
	Iteration 127Q: 3 clusters Score -2.16297e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -21629716.000000 Penalty: 5963.167969
	Iteration 128Q: 3 clusters Score -2.162972e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -21629710.000000 Penalty: 5963.167969
	Iteration 129Q: 3 clusters Score -2.162971e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -21629782.000000 Penalty: 5963.167969
	Iteration 130Q: 3 clusters Score -2.162978e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -21629810.000000 Penalty: 5963.167969
	Iteration 131Q: 3 clusters Score -2.162981e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -21629838.000000 Penalty: 5963.167969
	Iteration 132Q: 3 clusters Score -2.162984e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -21629888.000000 Penalty: 5963.167969
	Iteration 133Q: 3 clusters Score -2.162989e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -21629918.000000 Penalty: 5963.167969
	Iteration 134Q: 3 clusters Score -2.162992e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -21629880.000000 Penalty: 5963.167969
	Iteration 135Q: 3 clusters Score -2.162988e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -21629970.000000 Penalty: 5963.167969
	Iteration 136Q: 3 clusters Score -2.162997e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -21629954.000000 Penalty: 5963.167969
	Iteration 137Q: 3 clusters Score -2.162995e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -21630068.000000 Penalty: 5963.167969
	Iteration 138Q: 3 clusters Score -2.163007e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -21630086.000000 Penalty: 5963.167969
	Iteration 139Q: 3 clusters Score -2.163009e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -21630092.000000 Penalty: 5963.167969
	Iteration 140F: 3 clusters Score -2.163009e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -21630038.000000 Penalty: 5963.167969
	Iteration 141Q: 3 clusters Score -2.163004e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -21630042.000000 Penalty: 5963.167969
	Iteration 142Q: 3 clusters Score -2.163004e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -21630080.000000 Penalty: 5963.167969
	Iteration 143Q: 3 clusters Score -2.163008e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -21630146.000000 Penalty: 5963.167969
	Iteration 144Q: 3 clusters Score -2.163015e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -21630172.000000 Penalty: 5963.167969
	Iteration 145Q: 3 clusters Score -2.163017e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -21630152.000000 Penalty: 5963.167969
	Iteration 146Q: 3 clusters Score -2.163015e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -21630182.000000 Penalty: 5963.167969
	Iteration 147Q: 3 clusters Score -2.163018e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -21630196.000000 Penalty: 5963.167969
	Iteration 148Q: 3 clusters Score -2.16302e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -21630160.000000 Penalty: 5963.167969
	Iteration 149Q: 3 clusters Score -2.163016e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -21630176.000000 Penalty: 5963.167969
	Iteration 150Q: 3 clusters Score -2.163018e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -21630158.000000 Penalty: 5963.167969
	Iteration 151Q: 3 clusters Score -2.163016e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -21630204.000000 Penalty: 5963.167969
	Iteration 152Q: 3 clusters Score -2.16302e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -21630242.000000 Penalty: 5963.167969
	Iteration 153Q: 3 clusters Score -2.163024e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -21630268.000000 Penalty: 5963.167969
	Iteration 154Q: 3 clusters Score -2.163027e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -21630270.000000 Penalty: 5963.167969
	Iteration 155Q: 3 clusters Score -2.163027e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -21630284.000000 Penalty: 5963.167969
	Iteration 156Q: 3 clusters Score -2.163028e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -21630302.000000 Penalty: 5963.167969
	Iteration 157Q: 3 clusters Score -2.16303e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -21630282.000000 Penalty: 5963.167969
	Iteration 158Q: 3 clusters Score -2.163028e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -21630224.000000 Penalty: 5963.167969
	Iteration 159Q: 3 clusters Score -2.163022e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -21630290.000000 Penalty: 5963.167969
	Iteration 160F: 3 clusters Score -2.163029e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -21630308.000000 Penalty: 5963.167969
	Iteration 161Q: 3 clusters Score -2.163031e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -21630288.000000 Penalty: 5963.167969
	Iteration 162Q: 3 clusters Score -2.163029e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -21630342.000000 Penalty: 5963.167969
	Iteration 163Q: 3 clusters Score -2.163034e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -21630380.000000 Penalty: 5963.167969
	Iteration 164Q: 3 clusters Score -2.163038e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -21630364.000000 Penalty: 5963.167969
	Iteration 165Q: 3 clusters Score -2.163036e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -21630366.000000 Penalty: 5963.167969
	Iteration 166Q: 3 clusters Score -2.163037e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -21630372.000000 Penalty: 5963.167969
	Iteration 167Q: 3 clusters Score -2.163037e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -21630364.000000 Penalty: 5963.167969
	Iteration 168Q: 3 clusters Score -2.163036e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -21630424.000000 Penalty: 5963.167969
	Iteration 169Q: 3 clusters Score -2.163042e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -21630474.000000 Penalty: 5963.167969
	Iteration 170Q: 3 clusters Score -2.163047e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -21630400.000000 Penalty: 5963.167969
	Iteration 171Q: 3 clusters Score -2.16304e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -21630458.000000 Penalty: 5963.167969
	Iteration 172Q: 3 clusters Score -2.163046e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -21630472.000000 Penalty: 5963.167969
	Iteration 173Q: 3 clusters Score -2.163047e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -21630474.000000 Penalty: 5963.167969
	Iteration 174Q: 3 clusters Score -2.163047e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -21630496.000000 Penalty: 5963.167969
	Iteration 175Q: 3 clusters Score -2.16305e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -21630552.000000 Penalty: 5963.167969
	Iteration 176Q: 3 clusters Score -2.163055e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -21630546.000000 Penalty: 5963.167969
	Iteration 177Q: 3 clusters Score -2.163055e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -21630532.000000 Penalty: 5963.167969
	Iteration 178Q: 3 clusters Score -2.163053e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -21630552.000000 Penalty: 5963.167969
	Iteration 179Q: 3 clusters Score -2.163055e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -21630604.000000 Penalty: 5963.167969
	Iteration 180F: 3 clusters Score -2.16306e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -21630600.000000 Penalty: 5963.167969
	Iteration 181Q: 3 clusters Score -2.16306e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -21630576.000000 Penalty: 5963.167969
	Iteration 182Q: 3 clusters Score -2.163058e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -21630554.000000 Penalty: 5963.167969
	Iteration 183Q: 3 clusters Score -2.163055e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -21630536.000000 Penalty: 5963.167969
	Iteration 184Q: 3 clusters Score -2.163054e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111480 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -21630592.000000 Penalty: 5963.167969
	Iteration 185Q: 3 clusters Score -2.163059e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111725 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -21630588.000000 Penalty: 5963.167969
	Iteration 186Q: 3 clusters Score -2.163059e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -21630608.000000 Penalty: 5963.167969
	Iteration 187Q: 3 clusters Score -2.163061e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -21630600.000000 Penalty: 5963.167969
	Iteration 188Q: 3 clusters Score -2.16306e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -21630616.000000 Penalty: 5963.167969
	Iteration 189Q: 3 clusters Score -2.163062e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -21630636.000000 Penalty: 5963.167969
	Iteration 190Q: 3 clusters Score -2.163064e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -21630678.000000 Penalty: 5963.167969
	Iteration 191Q: 3 clusters Score -2.163068e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -21630716.000000 Penalty: 5963.167969
	Iteration 192Q: 3 clusters Score -2.163072e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -21630706.000000 Penalty: 5963.167969
	Iteration 193Q: 3 clusters Score -2.163071e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113653 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -21630692.000000 Penalty: 5963.167969
	Iteration 194Q: 3 clusters Score -2.163069e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -21630668.000000 Penalty: 5963.167969
	Iteration 195Q: 3 clusters Score -2.163067e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -21630680.000000 Penalty: 5963.167969
	Iteration 196Q: 3 clusters Score -2.163068e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -21630706.000000 Penalty: 5963.167969
	Iteration 197Q: 3 clusters Score -2.163071e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -21630704.000000 Penalty: 5963.167969
	Iteration 198Q: 3 clusters Score -2.16307e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114794 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -21630692.000000 Penalty: 5963.167969
	Iteration 199Q: 3 clusters Score -2.163069e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115010 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -21630714.000000 Penalty: 5963.167969
	Iteration 200F: 3 clusters Score -2.163071e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -21630756.000000 Penalty: 5963.167969
	Iteration 201Q: 3 clusters Score -2.163076e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -21630764.000000 Penalty: 5963.167969
	Iteration 202Q: 3 clusters Score -2.163076e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -21630776.000000 Penalty: 5963.167969
	Iteration 203Q: 3 clusters Score -2.163078e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -21630836.000000 Penalty: 5963.167969
	Iteration 204Q: 3 clusters Score -2.163084e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -21630840.000000 Penalty: 5963.167969
	Iteration 205Q: 3 clusters Score -2.163084e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -21630798.000000 Penalty: 5963.167969
	Iteration 206Q: 3 clusters Score -2.16308e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -21630792.000000 Penalty: 5963.167969
	Iteration 207Q: 3 clusters Score -2.163079e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -21630744.000000 Penalty: 5963.167969
	Iteration 208Q: 3 clusters Score -2.163074e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -21630760.000000 Penalty: 5963.167969
	Iteration 209Q: 3 clusters Score -2.163076e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117579 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -21630752.000000 Penalty: 5963.167969
	Iteration 210Q: 3 clusters Score -2.163075e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -21630748.000000 Penalty: 5963.167969
	Iteration 211Q: 3 clusters Score -2.163075e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -21630754.000000 Penalty: 5963.167969
	Iteration 212Q: 3 clusters Score -2.163075e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -21630822.000000 Penalty: 5963.167969
	Iteration 213Q: 3 clusters Score -2.163082e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -21630808.000000 Penalty: 5963.167969
	Iteration 214Q: 3 clusters Score -2.163081e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -21630844.000000 Penalty: 5963.167969
	Iteration 215Q: 3 clusters Score -2.163084e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -21630822.000000 Penalty: 5963.167969
	Iteration 216Q: 3 clusters Score -2.163082e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -21630840.000000 Penalty: 5963.167969
	Iteration 217Q: 3 clusters Score -2.163084e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -21630868.000000 Penalty: 5963.167969
	Iteration 218Q: 3 clusters Score -2.163087e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119423 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -21630872.000000 Penalty: 5963.167969
	Iteration 219Q: 3 clusters Score -2.163087e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -21630922.000000 Penalty: 5963.167969
	Iteration 220F: 3 clusters Score -2.163092e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -21630904.000000 Penalty: 5963.167969
	Iteration 221Q: 3 clusters Score -2.16309e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -21630902.000000 Penalty: 5963.167969
	Iteration 222Q: 3 clusters Score -2.16309e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -21630892.000000 Penalty: 5963.167969
	Iteration 223Q: 3 clusters Score -2.163089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -21630900.000000 Penalty: 5963.167969
	Iteration 224Q: 3 clusters Score -2.16309e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -21630904.000000 Penalty: 5963.167969
	Iteration 225Q: 3 clusters Score -2.16309e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120305 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -21630880.000000 Penalty: 5963.167969
	Iteration 226Q: 3 clusters Score -2.163088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120416 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -21630870.000000 Penalty: 5963.167969
	Iteration 227Q: 3 clusters Score -2.163087e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120524 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -21630884.000000 Penalty: 5963.167969
	Iteration 228Q: 3 clusters Score -2.163088e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -21630838.000000 Penalty: 5963.167969
	Iteration 229Q: 3 clusters Score -2.163084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -21630842.000000 Penalty: 5963.167969
	Iteration 230Q: 3 clusters Score -2.163084e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -21630876.000000 Penalty: 5963.167969
	Iteration 231Q: 3 clusters Score -2.163088e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -21630860.000000 Penalty: 5963.167969
	Iteration 232Q: 3 clusters Score -2.163086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120990 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -21630844.000000 Penalty: 5963.167969
	Iteration 233Q: 3 clusters Score -2.163084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -21630856.000000 Penalty: 5963.167969
	Iteration 234Q: 3 clusters Score -2.163086e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -21630838.000000 Penalty: 5963.167969
	Iteration 235Q: 3 clusters Score -2.163084e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -21630824.000000 Penalty: 5963.167969
	Iteration 236Q: 3 clusters Score -2.163082e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -21630844.000000 Penalty: 5963.167969
	Iteration 237Q: 3 clusters Score -2.163084e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121626 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -21630848.000000 Penalty: 5963.167969
	Iteration 238Q: 3 clusters Score -2.163085e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -21630866.000000 Penalty: 5963.167969
	Iteration 239Q: 3 clusters Score -2.163087e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -21630850.000000 Penalty: 5963.167969
	Iteration 240F: 3 clusters Score -2.163085e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -21630862.000000 Penalty: 5963.167969
	Iteration 241Q: 3 clusters Score -2.163086e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122079 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -21630850.000000 Penalty: 5963.167969
	Iteration 242Q: 3 clusters Score -2.163085e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -21630866.000000 Penalty: 5963.167969
	Iteration 243Q: 3 clusters Score -2.163087e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122352 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -21630888.000000 Penalty: 5963.167969
	Iteration 244Q: 3 clusters Score -2.163089e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -21630888.000000 Penalty: 5963.167969
	Iteration 245Q: 3 clusters Score -2.163089e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122674 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -21630884.000000 Penalty: 5963.167969
	Iteration 246Q: 3 clusters Score -2.163088e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -21630880.000000 Penalty: 5963.167969
	Iteration 247Q: 3 clusters Score -2.163088e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -21630880.000000 Penalty: 5963.167969
	Iteration 248Q: 3 clusters Score -2.163088e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -21630898.000000 Penalty: 5963.167969
	Iteration 249Q: 3 clusters Score -2.16309e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -21630922.000000 Penalty: 5963.167969
	Iteration 250Q: 3 clusters Score -2.163092e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123511 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -21630904.000000 Penalty: 5963.167969
	Iteration 251Q: 3 clusters Score -2.16309e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -21630886.000000 Penalty: 5963.167969
	Iteration 252Q: 3 clusters Score -2.163089e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -21630910.000000 Penalty: 5963.167969
	Iteration 253Q: 3 clusters Score -2.163091e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -21630936.000000 Penalty: 5963.167969
	Iteration 254Q: 3 clusters Score -2.163094e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -21630928.000000 Penalty: 5963.167969
	Iteration 255Q: 3 clusters Score -2.163093e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -21630906.000000 Penalty: 5963.167969
	Iteration 256Q: 3 clusters Score -2.163091e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -21630960.000000 Penalty: 5963.167969
	Iteration 257Q: 3 clusters Score -2.163096e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -21631002.000000 Penalty: 5963.167969
	Iteration 258Q: 3 clusters Score -2.1631e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -21631014.000000 Penalty: 5963.167969
	Iteration 259Q: 3 clusters Score -2.163101e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -21631002.000000 Penalty: 5963.167969
	Iteration 260F: 3 clusters Score -2.1631e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -21630950.000000 Penalty: 5963.167969
	Iteration 261Q: 3 clusters Score -2.163095e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -21630912.000000 Penalty: 5963.167969
	Iteration 262Q: 3 clusters Score -2.163091e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -21630944.000000 Penalty: 5963.167969
	Iteration 263Q: 3 clusters Score -2.163094e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125695 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -21630976.000000 Penalty: 5963.167969
	Iteration 264Q: 3 clusters Score -2.163098e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -21630962.000000 Penalty: 5963.167969
	Iteration 265Q: 3 clusters Score -2.163096e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -21630998.000000 Penalty: 5963.167969
	Iteration 266Q: 3 clusters Score -2.1631e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126127 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -21631030.000000 Penalty: 5963.167969
	Iteration 267Q: 3 clusters Score -2.163103e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -21631044.000000 Penalty: 5963.167969
	Iteration 268Q: 3 clusters Score -2.163104e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -21631036.000000 Penalty: 5963.167969
	Iteration 269Q: 3 clusters Score -2.163104e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -21631008.000000 Penalty: 5963.167969
	Iteration 270Q: 3 clusters Score -2.163101e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -21630992.000000 Penalty: 5963.167969
	Iteration 271Q: 3 clusters Score -2.163099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -21630990.000000 Penalty: 5963.167969
	Iteration 272Q: 3 clusters Score -2.163099e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -21631016.000000 Penalty: 5963.167969
	Iteration 273Q: 3 clusters Score -2.163102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -21631020.000000 Penalty: 5963.167969
	Iteration 274Q: 3 clusters Score -2.163102e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -21631030.000000 Penalty: 5963.167969
	Iteration 275Q: 3 clusters Score -2.163103e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -21631030.000000 Penalty: 5963.167969
	Iteration 276Q: 3 clusters Score -2.163103e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127300 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -21631030.000000 Penalty: 5963.167969
	Iteration 277Q: 3 clusters Score -2.163103e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -21631026.000000 Penalty: 5963.167969
	Iteration 278Q: 3 clusters Score -2.163103e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -21631008.000000 Penalty: 5963.167969
	Iteration 279Q: 3 clusters Score -2.163101e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -21631020.000000 Penalty: 5963.167969
	Iteration 280F: 3 clusters Score -2.163102e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127854 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -21631020.000000 Penalty: 5963.167969
	Iteration 281Q: 3 clusters Score -2.163102e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -21631040.000000 Penalty: 5963.167969
	Iteration 282Q: 3 clusters Score -2.163104e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128141 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -21631024.000000 Penalty: 5963.167969
	Iteration 283Q: 3 clusters Score -2.163102e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -21631004.000000 Penalty: 5963.167969
	Iteration 284Q: 3 clusters Score -2.1631e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -21631010.000000 Penalty: 5963.167969
	Iteration 285Q: 3 clusters Score -2.163101e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128499 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -21631042.000000 Penalty: 5963.167969
	Iteration 286Q: 3 clusters Score -2.163104e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128619 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -21631064.000000 Penalty: 5963.167969
	Iteration 287Q: 3 clusters Score -2.163106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -21631072.000000 Penalty: 5963.167969
	Iteration 288Q: 3 clusters Score -2.163107e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -21631044.000000 Penalty: 5963.167969
	Iteration 289Q: 3 clusters Score -2.163104e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -21631042.000000 Penalty: 5963.167969
	Iteration 290Q: 3 clusters Score -2.163104e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -21631038.000000 Penalty: 5963.167969
	Iteration 291Q: 3 clusters Score -2.163104e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -21631062.000000 Penalty: 5963.167969
	Iteration 292Q: 3 clusters Score -2.163106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -21631046.000000 Penalty: 5963.167969
	Iteration 293Q: 3 clusters Score -2.163105e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -21631082.000000 Penalty: 5963.167969
	Iteration 294Q: 3 clusters Score -2.163108e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -21631082.000000 Penalty: 5963.167969
	Iteration 295Q: 3 clusters Score -2.163108e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -21631104.000000 Penalty: 5963.167969
	Iteration 296Q: 3 clusters Score -2.16311e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -21631124.000000 Penalty: 5963.167969
	Iteration 297Q: 3 clusters Score -2.163112e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -21631128.000000 Penalty: 5963.167969
	Iteration 298Q: 3 clusters Score -2.163113e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -21631134.000000 Penalty: 5963.167969
	Iteration 299Q: 3 clusters Score -2.163113e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -21631124.000000 Penalty: 5963.167969
	Iteration 300F: 3 clusters Score -2.163112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -21631114.000000 Penalty: 5963.167969
	Iteration 301Q: 3 clusters Score -2.163111e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -21631128.000000 Penalty: 5963.167969
	Iteration 302Q: 3 clusters Score -2.163113e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -21631120.000000 Penalty: 5963.167969
	Iteration 303Q: 3 clusters Score -2.163112e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -21631138.000000 Penalty: 5963.167969
	Iteration 304Q: 3 clusters Score -2.163114e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130439 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -21631136.000000 Penalty: 5963.167969
	Iteration 305Q: 3 clusters Score -2.163114e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130525 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -21631114.000000 Penalty: 5963.167969
	Iteration 306Q: 3 clusters Score -2.163111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130596 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -21631106.000000 Penalty: 5963.167969
	Iteration 307Q: 3 clusters Score -2.163111e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130679 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -21631084.000000 Penalty: 5963.167969
	Iteration 308Q: 3 clusters Score -2.163108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130760 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -21631076.000000 Penalty: 5963.167969
	Iteration 309Q: 3 clusters Score -2.163108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -21631080.000000 Penalty: 5963.167969
	Iteration 310Q: 3 clusters Score -2.163108e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130913 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -21631084.000000 Penalty: 5963.167969
	Iteration 311Q: 3 clusters Score -2.163108e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -21631140.000000 Penalty: 5963.167969
	Iteration 312Q: 3 clusters Score -2.163114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131097 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -21631082.000000 Penalty: 5963.167969
	Iteration 313Q: 3 clusters Score -2.163108e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -21631116.000000 Penalty: 5963.167969
	Iteration 314Q: 3 clusters Score -2.163112e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -21631094.000000 Penalty: 5963.167969
	Iteration 315Q: 3 clusters Score -2.163109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131397 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -21631100.000000 Penalty: 5963.167969
	Iteration 316Q: 3 clusters Score -2.16311e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -21631094.000000 Penalty: 5963.167969
	Iteration 317Q: 3 clusters Score -2.163109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -21631112.000000 Penalty: 5963.167969
	Iteration 318Q: 3 clusters Score -2.163111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -21631092.000000 Penalty: 5963.167969
	Iteration 319Q: 3 clusters Score -2.163109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -21631130.000000 Penalty: 5963.167969
	Iteration 320F: 3 clusters Score -2.163113e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131893 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -21631112.000000 Penalty: 5963.167969
	Iteration 321Q: 3 clusters Score -2.163111e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132036 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -21631086.000000 Penalty: 5963.167969
	Iteration 322Q: 3 clusters Score -2.163109e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -21631108.000000 Penalty: 5963.167969
	Iteration 323Q: 3 clusters Score -2.163111e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132332 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -21631044.000000 Penalty: 5963.167969
	Iteration 324Q: 3 clusters Score -2.163104e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -21631052.000000 Penalty: 5963.167969
	Iteration 325Q: 3 clusters Score -2.163105e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -21631058.000000 Penalty: 5963.167969
	Iteration 326Q: 3 clusters Score -2.163106e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -21631064.000000 Penalty: 5963.167969
	Iteration 327Q: 3 clusters Score -2.163106e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -21631060.000000 Penalty: 5963.167969
	Iteration 328Q: 3 clusters Score -2.163106e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -21631046.000000 Penalty: 5963.167969
	Iteration 329Q: 3 clusters Score -2.163105e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -21631070.000000 Penalty: 5963.167969
	Iteration 330Q: 3 clusters Score -2.163107e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -21631078.000000 Penalty: 5963.167969
	Iteration 331Q: 3 clusters Score -2.163108e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -21631076.000000 Penalty: 5963.167969
	Iteration 332Q: 3 clusters Score -2.163108e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -21631134.000000 Penalty: 5963.167969
	Iteration 333Q: 3 clusters Score -2.163113e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -21631100.000000 Penalty: 5963.167969
	Iteration 334Q: 3 clusters Score -2.16311e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134221 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -21631108.000000 Penalty: 5963.167969
	Iteration 335Q: 3 clusters Score -2.163111e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -21631078.000000 Penalty: 5963.167969
	Iteration 336Q: 3 clusters Score -2.163108e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -21631058.000000 Penalty: 5963.167969
	Iteration 337Q: 3 clusters Score -2.163106e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -21631060.000000 Penalty: 5963.167969
	Iteration 338Q: 3 clusters Score -2.163106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134871 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -21631080.000000 Penalty: 5963.167969
	Iteration 339Q: 3 clusters Score -2.163108e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -21631146.000000 Penalty: 5963.167969
	Iteration 340F: 3 clusters Score -2.163115e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -21631150.000000 Penalty: 5963.167969
	Iteration 341Q: 3 clusters Score -2.163115e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -21631180.000000 Penalty: 5963.167969
	Iteration 342Q: 3 clusters Score -2.163118e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135638 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -21631186.000000 Penalty: 5963.167969
	Iteration 343Q: 3 clusters Score -2.163119e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -21631200.000000 Penalty: 5963.167969
	Iteration 344Q: 3 clusters Score -2.16312e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -21631230.000000 Penalty: 5963.167969
	Iteration 345Q: 3 clusters Score -2.163123e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -21631258.000000 Penalty: 5963.167969
	Iteration 346Q: 3 clusters Score -2.163126e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -21631250.000000 Penalty: 5963.167969
	Iteration 347Q: 3 clusters Score -2.163125e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -21631196.000000 Penalty: 5963.167969
	Iteration 348Q: 3 clusters Score -2.16312e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -21631224.000000 Penalty: 5963.167969
	Iteration 349Q: 3 clusters Score -2.163122e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -21631242.000000 Penalty: 5963.167969
	Iteration 350Q: 3 clusters Score -2.163124e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -21631214.000000 Penalty: 5963.167969
	Iteration 351Q: 3 clusters Score -2.163121e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -21631256.000000 Penalty: 5963.167969
	Iteration 352Q: 3 clusters Score -2.163126e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137864 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -21631284.000000 Penalty: 5963.167969
	Iteration 353Q: 3 clusters Score -2.163128e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138125 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -21631278.000000 Penalty: 5963.167969
	Iteration 354Q: 3 clusters Score -2.163128e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -21631286.000000 Penalty: 5963.167969
	Iteration 355Q: 3 clusters Score -2.163129e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138662 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -21631246.000000 Penalty: 5963.167969
	Iteration 356Q: 3 clusters Score -2.163125e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138936 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -21631272.000000 Penalty: 5963.167969
	Iteration 357Q: 3 clusters Score -2.163127e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -21631312.000000 Penalty: 5963.167969
	Iteration 358Q: 3 clusters Score -2.163131e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -21631326.000000 Penalty: 5963.167969
	Iteration 359Q: 3 clusters Score -2.163133e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -21631324.000000 Penalty: 5963.167969
	Iteration 360F: 3 clusters Score -2.163132e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140061 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -21631346.000000 Penalty: 5963.167969
	Iteration 361Q: 3 clusters Score -2.163135e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -21631354.000000 Penalty: 5963.167969
	Iteration 362Q: 3 clusters Score -2.163135e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -21631388.000000 Penalty: 5963.167969
	Iteration 363Q: 3 clusters Score -2.163139e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -21631376.000000 Penalty: 5963.167969
	Iteration 364Q: 3 clusters Score -2.163138e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -21631366.000000 Penalty: 5963.167969
	Iteration 365Q: 3 clusters Score -2.163137e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -21631380.000000 Penalty: 5963.167969
	Iteration 366Q: 3 clusters Score -2.163138e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141907 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -21631378.000000 Penalty: 5963.167969
	Iteration 367Q: 3 clusters Score -2.163138e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142200 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -21631388.000000 Penalty: 5963.167969
	Iteration 368Q: 3 clusters Score -2.163139e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -21631444.000000 Penalty: 5963.167969
	Iteration 369Q: 3 clusters Score -2.163144e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142795 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -21631498.000000 Penalty: 5963.167969
	Iteration 370Q: 3 clusters Score -2.16315e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143103 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -21631538.000000 Penalty: 5963.167969
	Iteration 371Q: 3 clusters Score -2.163154e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -21631592.000000 Penalty: 5963.167969
	Iteration 372Q: 3 clusters Score -2.163159e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -21631654.000000 Penalty: 5963.167969
	Iteration 373Q: 3 clusters Score -2.163165e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144092 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -21631692.000000 Penalty: 5963.167969
	Iteration 374Q: 3 clusters Score -2.163169e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -21631734.000000 Penalty: 5963.167969
	Iteration 375Q: 3 clusters Score -2.163173e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -21631742.000000 Penalty: 5963.167969
	Iteration 376Q: 3 clusters Score -2.163174e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -21631850.000000 Penalty: 5963.167969
	Iteration 377Q: 3 clusters Score -2.163185e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -21631984.000000 Penalty: 5963.167969
	Iteration 378Q: 3 clusters Score -2.163198e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -21632018.000000 Penalty: 5963.167969
	Iteration 379Q: 3 clusters Score -2.163202e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146658 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -21632058.000000 Penalty: 5963.167969
	Iteration 380F: 3 clusters Score -2.163206e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -21632054.000000 Penalty: 5963.167969
	Iteration 381Q: 3 clusters Score -2.163205e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -21632126.000000 Penalty: 5963.167969
	Iteration 382Q: 3 clusters Score -2.163213e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -21632228.000000 Penalty: 5963.167969
	Iteration 383Q: 3 clusters Score -2.163223e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -21632356.000000 Penalty: 5963.167969
	Iteration 384Q: 3 clusters Score -2.163236e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -21632480.000000 Penalty: 5963.167969
	Iteration 385Q: 3 clusters Score -2.163248e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -21632614.000000 Penalty: 5963.167969
	Iteration 386Q: 3 clusters Score -2.163261e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -21632784.000000 Penalty: 5963.167969
	Iteration 387Q: 3 clusters Score -2.163278e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -21632964.000000 Penalty: 5963.167969
	Iteration 388Q: 3 clusters Score -2.163296e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -21633152.000000 Penalty: 5963.167969
	Iteration 389Q: 3 clusters Score -2.163315e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153960 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -21633318.000000 Penalty: 5963.167969
	Iteration 390Q: 3 clusters Score -2.163332e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -21633538.000000 Penalty: 5963.167969
	Iteration 391Q: 3 clusters Score -2.163354e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -21633724.000000 Penalty: 5963.167969
	Iteration 392Q: 3 clusters Score -2.163372e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -21633914.000000 Penalty: 5963.167969
	Iteration 393Q: 3 clusters Score -2.163391e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157361 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -21634138.000000 Penalty: 5963.167969
	Iteration 394Q: 3 clusters Score -2.163414e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -21634380.000000 Penalty: 5963.167969
	Iteration 395Q: 3 clusters Score -2.163438e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158980 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -21634564.000000 Penalty: 5963.167969
	Iteration 396Q: 3 clusters Score -2.163456e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -21634768.000000 Penalty: 5963.167969
	Iteration 397Q: 3 clusters Score -2.163477e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -21634942.000000 Penalty: 5963.167969
	Iteration 398Q: 3 clusters Score -2.163494e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -21635146.000000 Penalty: 5963.167969
	Iteration 399Q: 3 clusters Score -2.163515e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -21635294.000000 Penalty: 5963.167969
	Iteration 400F: 3 clusters Score -2.163529e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -21635370.000000 Penalty: 5963.167969
	Iteration 401Q: 3 clusters Score -2.163537e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -21635454.000000 Penalty: 5963.167969
	Iteration 402Q: 3 clusters Score -2.163545e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -21635554.000000 Penalty: 5963.167969
	Iteration 403Q: 3 clusters Score -2.163555e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163127 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21635668.000000 Penalty: 5963.167969
	Iteration 404Q: 3 clusters Score -2.163567e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21635770.000000 Penalty: 5963.167969
	Iteration 405Q: 3 clusters Score -2.163577e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163653 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -21635838.000000 Penalty: 5963.167969
	Iteration 406Q: 3 clusters Score -2.163584e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21635912.000000 Penalty: 5963.167969
	Iteration 407Q: 3 clusters Score -2.163591e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164002 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -21635954.000000 Penalty: 5963.167969
	Iteration 408Q: 3 clusters Score -2.163595e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21635972.000000 Penalty: 5963.167969
	Iteration 409Q: 3 clusters Score -2.163597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21636038.000000 Penalty: 5963.167969
	Iteration 410Q: 3 clusters Score -2.163604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -21636050.000000 Penalty: 5963.167969
	Iteration 411Q: 3 clusters Score -2.163605e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21636094.000000 Penalty: 5963.167969
	Iteration 412Q: 3 clusters Score -2.163609e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21636140.000000 Penalty: 5963.167969
	Iteration 413Q: 3 clusters Score -2.163614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21636218.000000 Penalty: 5963.167969
	Iteration 414Q: 3 clusters Score -2.163622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -21636216.000000 Penalty: 5963.167969
	Iteration 415Q: 3 clusters Score -2.163622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -21636212.000000 Penalty: 5963.167969
	Iteration 416Q: 3 clusters Score -2.163621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21636226.000000 Penalty: 5963.167969
	Iteration 417Q: 3 clusters Score -2.163623e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21636246.000000 Penalty: 5963.167969
	Iteration 418Q: 3 clusters Score -2.163625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164783 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21636246.000000 Penalty: 5963.167969
	Iteration 419Q: 3 clusters Score -2.163625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21636274.000000 Penalty: 5963.167969
	Iteration 420F: 3 clusters Score -2.163627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21636278.000000 Penalty: 5963.167969
	Iteration 421Q: 3 clusters Score -2.163628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21636262.000000 Penalty: 5963.167969
	Iteration 422Q: 3 clusters Score -2.163626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21636250.000000 Penalty: 5963.167969
	Iteration 423Q: 3 clusters Score -2.163625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21636258.000000 Penalty: 5963.167969
	Iteration 424Q: 3 clusters Score -2.163626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21636260.000000 Penalty: 5963.167969
	Iteration 425Q: 3 clusters Score -2.163626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21636232.000000 Penalty: 5963.167969
	Iteration 426Q: 3 clusters Score -2.163623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21636260.000000 Penalty: 5963.167969
	Iteration 427Q: 3 clusters Score -2.163626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -21636276.000000 Penalty: 5963.167969
	Iteration 428Q: 3 clusters Score -2.163628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -21636294.000000 Penalty: 5963.167969
	Iteration 429Q: 3 clusters Score -2.163629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -21636286.000000 Penalty: 5963.167969
	Iteration 430Q: 3 clusters Score -2.163629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -21636308.000000 Penalty: 5963.167969
	Iteration 431Q: 3 clusters Score -2.163631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21636326.000000 Penalty: 5963.167969
	Iteration 432Q: 3 clusters Score -2.163633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21636342.000000 Penalty: 5963.167969
	Iteration 433Q: 3 clusters Score -2.163634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165053 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21636322.000000 Penalty: 5963.167969
	Iteration 434Q: 3 clusters Score -2.163632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21636328.000000 Penalty: 5963.167969
	Iteration 435Q: 3 clusters Score -2.163633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21636336.000000 Penalty: 5963.167969
	Iteration 436Q: 3 clusters Score -2.163634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165105 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -21636312.000000 Penalty: 5963.167969
	Iteration 437Q: 3 clusters Score -2.163631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21636306.000000 Penalty: 5963.167969
	Iteration 438Q: 3 clusters Score -2.163631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21636332.000000 Penalty: 5963.167969
	Iteration 439Q: 3 clusters Score -2.163633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21636322.000000 Penalty: 5963.167969
	Iteration 440F: 3 clusters Score -2.163632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21636336.000000 Penalty: 5963.167969
	Iteration 441Q: 3 clusters Score -2.163634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165167 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21636334.000000 Penalty: 5963.167969
	Iteration 442Q: 3 clusters Score -2.163633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165172 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21636336.000000 Penalty: 5963.167969
	Iteration 443Q: 3 clusters Score -2.163634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21636338.000000 Penalty: 5963.167969
	Iteration 444Q: 3 clusters Score -2.163634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21636330.000000 Penalty: 5963.167969
	Iteration 445Q: 3 clusters Score -2.163633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -21636350.000000 Penalty: 5963.167969
	Iteration 446Q: 3 clusters Score -2.163635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21636356.000000 Penalty: 5963.167969
	Iteration 447Q: 3 clusters Score -2.163636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21636346.000000 Penalty: 5963.167969
	Iteration 448Q: 3 clusters Score -2.163635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21636340.000000 Penalty: 5963.167969
	Iteration 449Q: 3 clusters Score -2.163634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21636334.000000 Penalty: 5963.167969
	Iteration 450Q: 3 clusters Score -2.163633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21636346.000000 Penalty: 5963.167969
	Iteration 451Q: 3 clusters Score -2.163635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21636340.000000 Penalty: 5963.167969
	Iteration 452Q: 3 clusters Score -2.163634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21636340.000000 Penalty: 5963.167969
	Iteration 453Q: 3 clusters Score -2.163634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165209 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21636330.000000 Penalty: 5963.167969
	Iteration 454Q: 3 clusters Score -2.163633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21636334.000000 Penalty: 5963.167969
	Iteration 455Q: 3 clusters Score -2.163633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165216 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21636336.000000 Penalty: 5963.167969
	Iteration 456Q: 3 clusters Score -2.163634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21636332.000000 Penalty: 5963.167969
	Iteration 457Q: 3 clusters Score -2.163633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21636328.000000 Penalty: 5963.167969
	Iteration 458Q: 3 clusters Score -2.163633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21636330.000000 Penalty: 5963.167969
	Iteration 459Q: 3 clusters Score -2.163633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21636334.000000 Penalty: 5963.167969
	Iteration 460F: 3 clusters Score -2.163633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165242 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21636338.000000 Penalty: 5963.167969
	Iteration 461Q: 3 clusters Score -2.163634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21636332.000000 Penalty: 5963.167969
	Iteration 462Q: 3 clusters Score -2.163633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21636342.000000 Penalty: 5963.167969
	Iteration 463Q: 3 clusters Score -2.163634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21636344.000000 Penalty: 5963.167969
	Iteration 464Q: 3 clusters Score -2.163634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21636338.000000 Penalty: 5963.167969
	Iteration 465Q: 3 clusters Score -2.163634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21636342.000000 Penalty: 5963.167969
	Iteration 466Q: 3 clusters Score -2.163634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21636338.000000 Penalty: 5963.167969
	Iteration 467Q: 3 clusters Score -2.163634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21636342.000000 Penalty: 5963.167969
	Iteration 468Q: 3 clusters Score -2.163634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21636352.000000 Penalty: 5963.167969
	Iteration 469Q: 3 clusters Score -2.163635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165276 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21636354.000000 Penalty: 5963.167969
	Iteration 470Q: 3 clusters Score -2.163635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21636352.000000 Penalty: 5963.167969
	Iteration 471Q: 3 clusters Score -2.163635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21636352.000000 Penalty: 5963.167969
	Iteration 472F: 3 clusters Score -2.163635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -1432126.750000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -1432127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1423421.250000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -1423421 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1425989.375000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -1425989 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1426323.625000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -1426324 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1426549.500000 Penalty: 4641.474609
	Iteration 3Q: 3 clusters Score -1426550 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1426708.000000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -1426708 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1426841.750000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -1426842 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1426961.875000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -1426962 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1427084.625000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -1427085 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1427212.000000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -1427212 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1427367.250000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -1427367 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1427572.500000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -1427572 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1427854.250000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -1427854 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1428165.500000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -1428166 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1428452.500000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -1428452 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1428723.375000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -1428723 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1428955.125000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -1428955 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1429176.375000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -1429176 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1429349.250000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -1429349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1429511.875000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -1429512 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1429649.125000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -1429649 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1429748.375000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -1429748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1429815.000000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -1429815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1429869.750000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -1429870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1429917.375000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -1429917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1429956.750000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -1429957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1429987.875000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -1429988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1430019.875000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -1430020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1430037.750000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -1430038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1430047.125000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -1430047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1430058.375000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -1430058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1430063.750000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -1430064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1430074.500000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -1430074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1430081.750000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -1430082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1430094.625000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -1430095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1430103.750000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -1430104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1430114.375000 Penalty: 4641.474609
	Iteration 35Q: 3 clusters Score -1430114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1430125.250000 Penalty: 4641.474609
	Iteration 36Q: 3 clusters Score -1430125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1430131.500000 Penalty: 4641.474609
	Iteration 37Q: 3 clusters Score -1430132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1430134.875000 Penalty: 4641.474609
	Iteration 38Q: 3 clusters Score -1430135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1430139.125000 Penalty: 4641.474609
	Iteration 39Q: 3 clusters Score -1430139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1430141.000000 Penalty: 4641.474609
	Iteration 40F: 3 clusters Score -1430141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1430143.000000 Penalty: 4641.474609
	Iteration 41Q: 3 clusters Score -1430143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1430148.375000 Penalty: 4641.474609
	Iteration 42Q: 3 clusters Score -1430148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1430153.000000 Penalty: 4641.474609
	Iteration 43Q: 3 clusters Score -1430153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1430154.875000 Penalty: 4641.474609
	Iteration 44Q: 3 clusters Score -1430155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1430155.375000 Penalty: 4641.474609
	Iteration 45Q: 3 clusters Score -1430155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1430157.375000 Penalty: 4641.474609
	Iteration 46Q: 3 clusters Score -1430157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1430156.750000 Penalty: 4641.474609
	Iteration 47Q: 3 clusters Score -1430157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1430159.500000 Penalty: 4641.474609
	Iteration 48Q: 3 clusters Score -1430160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1430158.375000 Penalty: 4641.474609
	Iteration 49Q: 3 clusters Score -1430158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1430158.375000 Penalty: 4641.474609
	Iteration 50F: 3 clusters Score -1430158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Entering Unmasked Estep 
Score: -1011256.687500 Penalty: 2238.283203
	Iteration 0F: 2 clusters Score -1011257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1004752.937500 Penalty: 4476.566406
	Iteration 0F: 3 clusters Score -1004753 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1006596.500000 Penalty: 4476.566406
	Iteration 1F: 3 clusters Score -1006596 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1007145.187500 Penalty: 4476.566406
	Iteration 2F: 3 clusters Score -1007145 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1007751.375000 Penalty: 4476.566406
	Iteration 3F: 3 clusters Score -1007751 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1008273.375000 Penalty: 4476.566406
	Iteration 4F: 3 clusters Score -1008273 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1008705.750000 Penalty: 4476.566406
	Iteration 5F: 3 clusters Score -1008706 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1009032.187500 Penalty: 4476.566406
	Iteration 6F: 3 clusters Score -1009032 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1009270.250000 Penalty: 4476.566406
	Iteration 7Q: 3 clusters Score -1009270 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1009430.562500 Penalty: 4476.566406
	Iteration 8Q: 3 clusters Score -1009431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1009542.000000 Penalty: 4476.566406
	Iteration 9Q: 3 clusters Score -1009542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1009612.937500 Penalty: 4476.566406
	Iteration 10Q: 3 clusters Score -1009613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1009663.187500 Penalty: 4476.566406
	Iteration 11Q: 3 clusters Score -1009663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1009705.687500 Penalty: 4476.566406
	Iteration 12Q: 3 clusters Score -1009706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1009728.625000 Penalty: 4476.566406
	Iteration 13Q: 3 clusters Score -1009729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1009750.875000 Penalty: 4476.566406
	Iteration 14Q: 3 clusters Score -1009751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1009773.750000 Penalty: 4476.566406
	Iteration 15Q: 3 clusters Score -1009774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1009792.562500 Penalty: 4476.566406
	Iteration 16Q: 3 clusters Score -1009793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1009809.125000 Penalty: 4476.566406
	Iteration 17Q: 3 clusters Score -1009809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1009831.125000 Penalty: 4476.566406
	Iteration 18Q: 3 clusters Score -1009831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1009847.562500 Penalty: 4476.566406
	Iteration 19Q: 3 clusters Score -1009848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1009859.562500 Penalty: 4476.566406
	Iteration 20F: 3 clusters Score -1009860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1009871.625000 Penalty: 4476.566406
	Iteration 21Q: 3 clusters Score -1009872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1009891.000000 Penalty: 4476.566406
	Iteration 22Q: 3 clusters Score -1009891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1009908.375000 Penalty: 4476.566406
	Iteration 23Q: 3 clusters Score -1009908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1009925.875000 Penalty: 4476.566406
	Iteration 24Q: 3 clusters Score -1009926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1009946.500000 Penalty: 4476.566406
	Iteration 25Q: 3 clusters Score -1009946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1009961.000000 Penalty: 4476.566406
	Iteration 26Q: 3 clusters Score -1009961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1009972.687500 Penalty: 4476.566406
	Iteration 27Q: 3 clusters Score -1009973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1009986.000000 Penalty: 4476.566406
	Iteration 28Q: 3 clusters Score -1009986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1009994.875000 Penalty: 4476.566406
	Iteration 29Q: 3 clusters Score -1009995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1010008.312500 Penalty: 4476.566406
	Iteration 30Q: 3 clusters Score -1010008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1010024.062500 Penalty: 4476.566406
	Iteration 31Q: 3 clusters Score -1010024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1010037.375000 Penalty: 4476.566406
	Iteration 32Q: 3 clusters Score -1010037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1010047.062500 Penalty: 4476.566406
	Iteration 33Q: 3 clusters Score -1010047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1010055.875000 Penalty: 4476.566406
	Iteration 34Q: 3 clusters Score -1010056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1010062.562500 Penalty: 4476.566406
	Iteration 35Q: 3 clusters Score -1010063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1010071.000000 Penalty: 4476.566406
	Iteration 36Q: 3 clusters Score -1010071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1010075.187500 Penalty: 4476.566406
	Iteration 37Q: 3 clusters Score -1010075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1010082.062500 Penalty: 4476.566406
	Iteration 38Q: 3 clusters Score -1010082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1010085.375000 Penalty: 4476.566406
	Iteration 39Q: 3 clusters Score -1010085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1010089.125000 Penalty: 4476.566406
	Iteration 40F: 3 clusters Score -1010089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1010092.375000 Penalty: 4476.566406
	Iteration 41Q: 3 clusters Score -1010092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1010098.062500 Penalty: 4476.566406
	Iteration 42Q: 3 clusters Score -1010098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1010100.125000 Penalty: 4476.566406
	Iteration 43Q: 3 clusters Score -1010100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1010103.562500 Penalty: 4476.566406
	Iteration 44Q: 3 clusters Score -1010104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1010103.687500 Penalty: 4476.566406
	Iteration 45Q: 3 clusters Score -1010104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1010104.062500 Penalty: 4476.566406
	Iteration 46Q: 3 clusters Score -1010104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1010106.812500 Penalty: 4476.566406
	Iteration 47Q: 3 clusters Score -1010107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1010106.812500 Penalty: 4476.566406
	Iteration 48F: 3 clusters Score -1010107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Entering Unmasked Estep 
Score: -20591226.000000 Penalty: 2969.671143
	Iteration 0F: 2 clusters Score -2.059123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -20486428.000000 Penalty: 5939.342285
	Iteration 0F: 3 clusters Score -2.048643e+07 nChanged 76193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -20530324.000000 Penalty: 5939.342285
	Iteration 1F: 3 clusters Score -2.053032e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -20530940.000000 Penalty: 5939.342285
	Iteration 2Q: 3 clusters Score -2.053094e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -20531866.000000 Penalty: 5939.342285
	Iteration 3Q: 3 clusters Score -2.053187e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -20533054.000000 Penalty: 5939.342285
	Iteration 4Q: 3 clusters Score -2.053305e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -20535016.000000 Penalty: 5939.342285
	Iteration 5Q: 3 clusters Score -2.053502e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -20538372.000000 Penalty: 5939.342285
	Iteration 6Q: 3 clusters Score -2.053837e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -20544276.000000 Penalty: 5939.342285
	Iteration 7F: 3 clusters Score -2.054428e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -20553242.000000 Penalty: 5939.342285
	Iteration 8F: 3 clusters Score -2.055324e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -20564348.000000 Penalty: 5939.342285
	Iteration 9F: 3 clusters Score -2.056435e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -20575216.000000 Penalty: 5939.342285
	Iteration 10F: 3 clusters Score -2.057522e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -20582448.000000 Penalty: 5939.342285
	Iteration 11Q: 3 clusters Score -2.058245e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -20585886.000000 Penalty: 5939.342285
	Iteration 12Q: 3 clusters Score -2.058589e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -20587452.000000 Penalty: 5939.342285
	Iteration 13Q: 3 clusters Score -2.058745e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -20588018.000000 Penalty: 5939.342285
	Iteration 14Q: 3 clusters Score -2.058802e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -20588252.000000 Penalty: 5939.342285
	Iteration 15Q: 3 clusters Score -2.058825e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -20588368.000000 Penalty: 5939.342285
	Iteration 16Q: 3 clusters Score -2.058837e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -20588438.000000 Penalty: 5939.342285
	Iteration 17Q: 3 clusters Score -2.058844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -20588512.000000 Penalty: 5939.342285
	Iteration 18Q: 3 clusters Score -2.058851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -20588530.000000 Penalty: 5939.342285
	Iteration 19Q: 3 clusters Score -2.058853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -20588552.000000 Penalty: 5939.342285
	Iteration 20F: 3 clusters Score -2.058855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -20588572.000000 Penalty: 5939.342285
	Iteration 21Q: 3 clusters Score -2.058857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -20588574.000000 Penalty: 5939.342285
	Iteration 22Q: 3 clusters Score -2.058857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -20588586.000000 Penalty: 5939.342285
	Iteration 23Q: 3 clusters Score -2.058859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -20588588.000000 Penalty: 5939.342285
	Iteration 24Q: 3 clusters Score -2.058859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158310 members 
Entering Unmasked Estep 
Score: -20588582.000000 Penalty: 5939.342285
	Iteration 25Q: 3 clusters Score -2.058858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 158312 members 
Entering Unmasked Estep 
Score: -20588586.000000 Penalty: 5939.342285
	Iteration 26Q: 3 clusters Score -2.058859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -20588582.000000 Penalty: 5939.342285
	Iteration 27Q: 3 clusters Score -2.058858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -20588582.000000 Penalty: 5939.342285
	Iteration 28Q: 3 clusters Score -2.058858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 158318 members 
Entering Unmasked Estep 
Score: -20588608.000000 Penalty: 5939.342285
	Iteration 29Q: 3 clusters Score -2.058861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -20588610.000000 Penalty: 5939.342285
	Iteration 30Q: 3 clusters Score -2.058861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -20588622.000000 Penalty: 5939.342285
	Iteration 31Q: 3 clusters Score -2.058862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -20588636.000000 Penalty: 5939.342285
	Iteration 32Q: 3 clusters Score -2.058864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -20588636.000000 Penalty: 5939.342285
	Iteration 33F: 3 clusters Score -2.058864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -539961.875000 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -539961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -535857.312500 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -535857.3 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -536843.625000 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -536843.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -537090.750000 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -537090.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -537235.125000 Penalty: 4149.257812
	Iteration 3F: 3 clusters Score -537235.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -537349.312500 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -537349.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -537444.687500 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -537444.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -537538.437500 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -537538.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -537618.687500 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -537618.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -537683.000000 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -537683 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -537744.062500 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -537744.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -537827.187500 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -537827.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -537911.812500 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -537911.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -537998.500000 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -537998.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -538065.062500 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -538065.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -538117.250000 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -538117.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -538164.375000 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -538164.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -538197.250000 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -538197.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -538217.812500 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -538217.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -538240.187500 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -538240.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -538257.937500 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -538257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -538274.000000 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -538274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -538288.937500 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -538288.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -538308.562500 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -538308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -538322.687500 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -538322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -538331.000000 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -538331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -538341.812500 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -538341.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -538352.562500 Penalty: 4149.257812
	Iteration 26Q: 3 clusters Score -538352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -538359.125000 Penalty: 4149.257812
	Iteration 27Q: 3 clusters Score -538359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -538365.312500 Penalty: 4149.257812
	Iteration 28Q: 3 clusters Score -538365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -538372.562500 Penalty: 4149.257812
	Iteration 29Q: 3 clusters Score -538372.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -538383.937500 Penalty: 4149.257812
	Iteration 30Q: 3 clusters Score -538383.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -538392.812500 Penalty: 4149.257812
	Iteration 31Q: 3 clusters Score -538392.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -538404.250000 Penalty: 4149.257812
	Iteration 32Q: 3 clusters Score -538404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -538412.437500 Penalty: 4149.257812
	Iteration 33Q: 3 clusters Score -538412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -538417.750000 Penalty: 4149.257812
	Iteration 34Q: 3 clusters Score -538417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -538420.625000 Penalty: 4149.257812
	Iteration 35Q: 3 clusters Score -538420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -538422.750000 Penalty: 4149.257812
	Iteration 36Q: 3 clusters Score -538422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -538426.062500 Penalty: 4149.257812
	Iteration 37Q: 3 clusters Score -538426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -538427.375000 Penalty: 4149.257812
	Iteration 38Q: 3 clusters Score -538427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -538429.687500 Penalty: 4149.257812
	Iteration 39Q: 3 clusters Score -538429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -538429.562500 Penalty: 4149.257812
	Iteration 40F: 3 clusters Score -538429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Entering Unmasked Estep 
Score: -19255406.000000 Penalty: 2956.071533
	Iteration 0F: 2 clusters Score -1.925541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -19154462.000000 Penalty: 5912.143066
	Iteration 0F: 3 clusters Score -1.915446e+07 nChanged 71442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -19195750.000000 Penalty: 5912.143066
	Iteration 1F: 3 clusters Score -1.919575e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -19196482.000000 Penalty: 5912.143066
	Iteration 2Q: 3 clusters Score -1.919648e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -19197408.000000 Penalty: 5912.143066
	Iteration 3Q: 3 clusters Score -1.919741e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -19198794.000000 Penalty: 5912.143066
	Iteration 4Q: 3 clusters Score -1.919879e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -19201214.000000 Penalty: 5912.143066
	Iteration 5Q: 3 clusters Score -1.920121e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -19205160.000000 Penalty: 5912.143066
	Iteration 6Q: 3 clusters Score -1.920516e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -19211128.000000 Penalty: 5912.143066
	Iteration 7F: 3 clusters Score -1.921113e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -19218894.000000 Penalty: 5912.143066
	Iteration 8F: 3 clusters Score -1.921889e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -19226314.000000 Penalty: 5912.143066
	Iteration 9F: 3 clusters Score -1.922631e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -19231954.000000 Penalty: 5912.143066
	Iteration 10F: 3 clusters Score -1.923195e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -19236010.000000 Penalty: 5912.143066
	Iteration 11Q: 3 clusters Score -1.923601e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -19238694.000000 Penalty: 5912.143066
	Iteration 12Q: 3 clusters Score -1.923869e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 118380 members 
Entering Unmasked Estep 
Score: -19240024.000000 Penalty: 5912.143066
	Iteration 13Q: 3 clusters Score -1.924002e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -19241126.000000 Penalty: 5912.143066
	Iteration 14Q: 3 clusters Score -1.924113e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -19242042.000000 Penalty: 5912.143066
	Iteration 15Q: 3 clusters Score -1.924204e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 125611 members 
Entering Unmasked Estep 
Score: -19242978.000000 Penalty: 5912.143066
	Iteration 16Q: 3 clusters Score -1.924298e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -19243830.000000 Penalty: 5912.143066
	Iteration 17Q: 3 clusters Score -1.924383e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -19244766.000000 Penalty: 5912.143066
	Iteration 18Q: 3 clusters Score -1.924477e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -19245656.000000 Penalty: 5912.143066
	Iteration 19Q: 3 clusters Score -1.924566e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 134804 members 
Entering Unmasked Estep 
Score: -19246552.000000 Penalty: 5912.143066
	Iteration 20F: 3 clusters Score -1.924655e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 136824 members 
Entering Unmasked Estep 
Score: -19247358.000000 Penalty: 5912.143066
	Iteration 21Q: 3 clusters Score -1.924736e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -19248174.000000 Penalty: 5912.143066
	Iteration 22Q: 3 clusters Score -1.924817e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -19248848.000000 Penalty: 5912.143066
	Iteration 23Q: 3 clusters Score -1.924885e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -19249534.000000 Penalty: 5912.143066
	Iteration 24Q: 3 clusters Score -1.924953e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 143117 members 
Entering Unmasked Estep 
Score: -19250172.000000 Penalty: 5912.143066
	Iteration 25Q: 3 clusters Score -1.925017e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 144239 members 
Entering Unmasked Estep 
Score: -19250682.000000 Penalty: 5912.143066
	Iteration 26Q: 3 clusters Score -1.925068e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 145205 members 
Entering Unmasked Estep 
Score: -19251106.000000 Penalty: 5912.143066
	Iteration 27Q: 3 clusters Score -1.925111e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 145987 members 
Entering Unmasked Estep 
Score: -19251502.000000 Penalty: 5912.143066
	Iteration 28Q: 3 clusters Score -1.92515e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -19251720.000000 Penalty: 5912.143066
	Iteration 29Q: 3 clusters Score -1.925172e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -19251964.000000 Penalty: 5912.143066
	Iteration 30Q: 3 clusters Score -1.925196e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -19252140.000000 Penalty: 5912.143066
	Iteration 31Q: 3 clusters Score -1.925214e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -19252304.000000 Penalty: 5912.143066
	Iteration 32Q: 3 clusters Score -1.92523e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -19252406.000000 Penalty: 5912.143066
	Iteration 33Q: 3 clusters Score -1.925241e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -19252456.000000 Penalty: 5912.143066
	Iteration 34Q: 3 clusters Score -1.925246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -19252542.000000 Penalty: 5912.143066
	Iteration 35Q: 3 clusters Score -1.925254e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -19252614.000000 Penalty: 5912.143066
	Iteration 36Q: 3 clusters Score -1.925261e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 148547 members 
Entering Unmasked Estep 
Score: -19252674.000000 Penalty: 5912.143066
	Iteration 37Q: 3 clusters Score -1.925267e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -19252744.000000 Penalty: 5912.143066
	Iteration 38Q: 3 clusters Score -1.925274e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 148747 members 
Entering Unmasked Estep 
Score: -19252766.000000 Penalty: 5912.143066
	Iteration 39Q: 3 clusters Score -1.925277e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -19252798.000000 Penalty: 5912.143066
	Iteration 40F: 3 clusters Score -1.92528e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -19252808.000000 Penalty: 5912.143066
	Iteration 41Q: 3 clusters Score -1.925281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -19252852.000000 Penalty: 5912.143066
	Iteration 42Q: 3 clusters Score -1.925285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 148942 members 
Entering Unmasked Estep 
Score: -19252882.000000 Penalty: 5912.143066
	Iteration 43Q: 3 clusters Score -1.925288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -19252924.000000 Penalty: 5912.143066
	Iteration 44Q: 3 clusters Score -1.925292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 149009 members 
Entering Unmasked Estep 
Score: -19252942.000000 Penalty: 5912.143066
	Iteration 45Q: 3 clusters Score -1.925294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -19252946.000000 Penalty: 5912.143066
	Iteration 46Q: 3 clusters Score -1.925295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -19252954.000000 Penalty: 5912.143066
	Iteration 47Q: 3 clusters Score -1.925295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -19252956.000000 Penalty: 5912.143066
	Iteration 48Q: 3 clusters Score -1.925296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -19252962.000000 Penalty: 5912.143066
	Iteration 49Q: 3 clusters Score -1.925296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -19252962.000000 Penalty: 5912.143066
	Iteration 50Q: 3 clusters Score -1.925296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -19252962.000000 Penalty: 5912.143066
	Iteration 51Q: 3 clusters Score -1.925296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 149116 members 
Entering Unmasked Estep 
Score: -19252954.000000 Penalty: 5912.143066
	Iteration 52Q: 3 clusters Score -1.925295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -19252964.000000 Penalty: 5912.143066
	Iteration 53Q: 3 clusters Score -1.925296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 149129 members 
Entering Unmasked Estep 
Score: -19252972.000000 Penalty: 5912.143066
	Iteration 54Q: 3 clusters Score -1.925297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -19252986.000000 Penalty: 5912.143066
	Iteration 55Q: 3 clusters Score -1.925299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -19252998.000000 Penalty: 5912.143066
	Iteration 56Q: 3 clusters Score -1.9253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -19252986.000000 Penalty: 5912.143066
	Iteration 57Q: 3 clusters Score -1.925299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -19252996.000000 Penalty: 5912.143066
	Iteration 58Q: 3 clusters Score -1.9253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -19252986.000000 Penalty: 5912.143066
	Iteration 59Q: 3 clusters Score -1.925299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 149157 members 
Entering Unmasked Estep 
Score: -19252988.000000 Penalty: 5912.143066
	Iteration 60F: 3 clusters Score -1.925299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Entering Unmasked Estep 
Score: -22879514.000000 Penalty: 2997.808105
	Iteration 0F: 2 clusters Score -2.287951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -22760940.000000 Penalty: 5995.616211
	Iteration 0F: 3 clusters Score -2.276094e+07 nChanged 85716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -22811452.000000 Penalty: 5995.616211
	Iteration 1F: 3 clusters Score -2.281145e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -22812162.000000 Penalty: 5995.616211
	Iteration 2Q: 3 clusters Score -2.281216e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -22813106.000000 Penalty: 5995.616211
	Iteration 3Q: 3 clusters Score -2.281311e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -22814428.000000 Penalty: 5995.616211
	Iteration 4Q: 3 clusters Score -2.281443e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -22816120.000000 Penalty: 5995.616211
	Iteration 5Q: 3 clusters Score -2.281612e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -22818492.000000 Penalty: 5995.616211
	Iteration 6Q: 3 clusters Score -2.281849e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -22822734.000000 Penalty: 5995.616211
	Iteration 7Q: 3 clusters Score -2.282273e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -22829372.000000 Penalty: 5995.616211
	Iteration 8F: 3 clusters Score -2.282937e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -22838220.000000 Penalty: 5995.616211
	Iteration 9F: 3 clusters Score -2.283822e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -22845492.000000 Penalty: 5995.616211
	Iteration 10F: 3 clusters Score -2.284549e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -22849032.000000 Penalty: 5995.616211
	Iteration 11Q: 3 clusters Score -2.284903e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -22850444.000000 Penalty: 5995.616211
	Iteration 12Q: 3 clusters Score -2.285044e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124225 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -22851346.000000 Penalty: 5995.616211
	Iteration 13Q: 3 clusters Score -2.285135e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -22852444.000000 Penalty: 5995.616211
	Iteration 14Q: 3 clusters Score -2.285244e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -22853634.000000 Penalty: 5995.616211
	Iteration 15Q: 3 clusters Score -2.285363e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133988 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -22854908.000000 Penalty: 5995.616211
	Iteration 16Q: 3 clusters Score -2.285491e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -22856462.000000 Penalty: 5995.616211
	Iteration 17Q: 3 clusters Score -2.285646e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -22858196.000000 Penalty: 5995.616211
	Iteration 18Q: 3 clusters Score -2.28582e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144284 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -22860164.000000 Penalty: 5995.616211
	Iteration 19Q: 3 clusters Score -2.286016e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -22862004.000000 Penalty: 5995.616211
	Iteration 20F: 3 clusters Score -2.2862e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -22863864.000000 Penalty: 5995.616211
	Iteration 21Q: 3 clusters Score -2.286386e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153889 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -22865720.000000 Penalty: 5995.616211
	Iteration 22Q: 3 clusters Score -2.286572e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -22867364.000000 Penalty: 5995.616211
	Iteration 23Q: 3 clusters Score -2.286736e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -22868914.000000 Penalty: 5995.616211
	Iteration 24Q: 3 clusters Score -2.286891e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -22870234.000000 Penalty: 5995.616211
	Iteration 25Q: 3 clusters Score -2.287023e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -22871516.000000 Penalty: 5995.616211
	Iteration 26Q: 3 clusters Score -2.287152e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -22872580.000000 Penalty: 5995.616211
	Iteration 27Q: 3 clusters Score -2.287258e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -22873342.000000 Penalty: 5995.616211
	Iteration 28Q: 3 clusters Score -2.287334e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -22874028.000000 Penalty: 5995.616211
	Iteration 29Q: 3 clusters Score -2.287403e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -22874524.000000 Penalty: 5995.616211
	Iteration 30Q: 3 clusters Score -2.287452e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -22874950.000000 Penalty: 5995.616211
	Iteration 31Q: 3 clusters Score -2.287495e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -22875294.000000 Penalty: 5995.616211
	Iteration 32Q: 3 clusters Score -2.287529e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22875562.000000 Penalty: 5995.616211
	Iteration 33Q: 3 clusters Score -2.287556e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174373 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -22875896.000000 Penalty: 5995.616211
	Iteration 34Q: 3 clusters Score -2.28759e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -22876106.000000 Penalty: 5995.616211
	Iteration 35Q: 3 clusters Score -2.287611e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22876334.000000 Penalty: 5995.616211
	Iteration 36Q: 3 clusters Score -2.287633e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22876480.000000 Penalty: 5995.616211
	Iteration 37Q: 3 clusters Score -2.287648e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -22876596.000000 Penalty: 5995.616211
	Iteration 38Q: 3 clusters Score -2.28766e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -22876698.000000 Penalty: 5995.616211
	Iteration 39Q: 3 clusters Score -2.28767e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22876748.000000 Penalty: 5995.616211
	Iteration 40F: 3 clusters Score -2.287675e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176392 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22876774.000000 Penalty: 5995.616211
	Iteration 41Q: 3 clusters Score -2.287677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22876814.000000 Penalty: 5995.616211
	Iteration 42Q: 3 clusters Score -2.287681e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22876842.000000 Penalty: 5995.616211
	Iteration 43Q: 3 clusters Score -2.287684e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176643 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22876840.000000 Penalty: 5995.616211
	Iteration 44Q: 3 clusters Score -2.287684e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22876886.000000 Penalty: 5995.616211
	Iteration 45Q: 3 clusters Score -2.287689e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176739 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22876914.000000 Penalty: 5995.616211
	Iteration 46Q: 3 clusters Score -2.287691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176771 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22876950.000000 Penalty: 5995.616211
	Iteration 47Q: 3 clusters Score -2.287695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22876966.000000 Penalty: 5995.616211
	Iteration 48Q: 3 clusters Score -2.287697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22876972.000000 Penalty: 5995.616211
	Iteration 49Q: 3 clusters Score -2.287697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176842 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22876980.000000 Penalty: 5995.616211
	Iteration 50Q: 3 clusters Score -2.287698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176855 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -22877006.000000 Penalty: 5995.616211
	Iteration 51Q: 3 clusters Score -2.287701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22876996.000000 Penalty: 5995.616211
	Iteration 52Q: 3 clusters Score -2.2877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176889 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22877012.000000 Penalty: 5995.616211
	Iteration 53Q: 3 clusters Score -2.287701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22877018.000000 Penalty: 5995.616211
	Iteration 54Q: 3 clusters Score -2.287702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22877030.000000 Penalty: 5995.616211
	Iteration 55Q: 3 clusters Score -2.287703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176924 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22877050.000000 Penalty: 5995.616211
	Iteration 56Q: 3 clusters Score -2.287705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176931 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22877054.000000 Penalty: 5995.616211
	Iteration 57Q: 3 clusters Score -2.287705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176940 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -22877052.000000 Penalty: 5995.616211
	Iteration 58Q: 3 clusters Score -2.287705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176951 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22877058.000000 Penalty: 5995.616211
	Iteration 59Q: 3 clusters Score -2.287706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22877070.000000 Penalty: 5995.616211
	Iteration 60F: 3 clusters Score -2.287707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176962 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22877074.000000 Penalty: 5995.616211
	Iteration 61Q: 3 clusters Score -2.287707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22877060.000000 Penalty: 5995.616211
	Iteration 62Q: 3 clusters Score -2.287706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22877060.000000 Penalty: 5995.616211
	Iteration 63F: 3 clusters Score -2.287706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -54003.289062 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -54003.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52462.433594 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -52462.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52657.031250 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -52657.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52709.523438 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -52709.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52739.531250 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -52739.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52791.316406 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -52791.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52836.777344 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -52836.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52877.535156 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -52877.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52913.476562 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -52913.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52955.691406 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -52955.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52983.964844 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -52983.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53017.320312 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -53017.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53103.843750 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -53103.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53330.960938 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -53330.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53374.414062 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -53374.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53394.687500 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -53394.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53405.054688 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -53405.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53407.789062 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -53407.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53407.843750 Penalty: 3082.445557
	Iteration 17F: 3 clusters Score -53407.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53411.128906 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -53411.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53411.128906 Penalty: 3082.445557
	Iteration 19F: 3 clusters Score -53411.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182319 members 
Mstep: Class 6 contains 195358 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 166461 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150188 members 
Mstep: Class 23 contains 177715 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462528.000000 Penalty: 83866.898438
Iteration 439Q: 25 clusters Score -1.664625e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61345 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182327 members 
Mstep: Class 6 contains 195348 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16273 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31934 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71663 members 
Mstep: Class 17 contains 166468 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150170 members 
Mstep: Class 23 contains 177726 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462576.000000 Penalty: 83866.898438
Iteration 440F: 25 clusters Score -1.664626e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61347 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182331 members 
Mstep: Class 6 contains 195347 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31934 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166472 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150149 members 
Mstep: Class 23 contains 177735 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462688.000000 Penalty: 83866.898438
Iteration 441Q: 25 clusters Score -1.664627e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61352 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182329 members 
Mstep: Class 6 contains 195351 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16266 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31939 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166471 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150135 members 
Mstep: Class 23 contains 177740 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 442Q: 25 clusters Score -1.664626e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61357 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182319 members 
Mstep: Class 6 contains 195361 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16258 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31942 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166480 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150121 members 
Mstep: Class 23 contains 177745 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462688.000000 Penalty: 83866.898438
Iteration 443Q: 25 clusters Score -1.664627e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61363 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182314 members 
Mstep: Class 6 contains 195368 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31946 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150112 members 
Mstep: Class 23 contains 177748 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462720.000000 Penalty: 83866.898438
Iteration 444Q: 25 clusters Score -1.664627e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61367 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182312 members 
Mstep: Class 6 contains 195383 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31951 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71667 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150098 members 
Mstep: Class 23 contains 177749 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462816.000000 Penalty: 83866.898438
Iteration 445Q: 25 clusters Score -1.664628e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61368 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182311 members 
Mstep: Class 6 contains 195383 members 
Mstep: Class 7 contains 39132 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31955 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150087 members 
Mstep: Class 23 contains 177754 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462832.000000 Penalty: 83866.898438
Iteration 446Q: 25 clusters Score -1.664628e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61370 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182311 members 
Mstep: Class 6 contains 195391 members 
Mstep: Class 7 contains 39132 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150073 members 
Mstep: Class 23 contains 177753 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462816.000000 Penalty: 83866.898438
Iteration 447Q: 25 clusters Score -1.664628e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61372 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182305 members 
Mstep: Class 6 contains 195409 members 
Mstep: Class 7 contains 39129 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31962 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 166487 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150056 members 
Mstep: Class 23 contains 177756 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462864.000000 Penalty: 83866.898438
Iteration 448Q: 25 clusters Score -1.664629e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61375 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182304 members 
Mstep: Class 6 contains 195416 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31965 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71668 members 
Mstep: Class 17 contains 166492 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150036 members 
Mstep: Class 23 contains 177762 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462880.000000 Penalty: 83866.898438
Iteration 449Q: 25 clusters Score -1.664629e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61379 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182297 members 
Mstep: Class 6 contains 195421 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31966 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166492 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150022 members 
Mstep: Class 23 contains 177775 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462896.000000 Penalty: 83866.898438
Iteration 450Q: 25 clusters Score -1.664629e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61380 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182295 members 
Mstep: Class 6 contains 195424 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31968 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71669 members 
Mstep: Class 17 contains 166495 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 150007 members 
Mstep: Class 23 contains 177786 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462848.000000 Penalty: 83866.898438
Iteration 451Q: 25 clusters Score -1.664628e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61384 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182299 members 
Mstep: Class 6 contains 195428 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16231 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31971 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71671 members 
Mstep: Class 17 contains 166494 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149996 members 
Mstep: Class 23 contains 177789 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462832.000000 Penalty: 83866.898438
Iteration 452Q: 25 clusters Score -1.664628e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61388 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182303 members 
Mstep: Class 6 contains 195438 members 
Mstep: Class 7 contains 39126 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16227 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31973 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71674 members 
Mstep: Class 17 contains 166489 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 158660 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149985 members 
Mstep: Class 23 contains 177791 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462816.000000 Penalty: 83866.898438
Iteration 453Q: 25 clusters Score -1.664628e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61389 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182306 members 
Mstep: Class 6 contains 195444 members 
Mstep: Class 7 contains 39124 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31975 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71675 members 
Mstep: Class 17 contains 166487 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149972 members 
Mstep: Class 23 contains 177803 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462736.000000 Penalty: 83866.898438
Iteration 454Q: 25 clusters Score -1.664627e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61391 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182310 members 
Mstep: Class 6 contains 195440 members 
Mstep: Class 7 contains 39124 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31981 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71678 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 158658 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149963 members 
Mstep: Class 23 contains 177810 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462688.000000 Penalty: 83866.898438
Iteration 455Q: 25 clusters Score -1.664627e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61390 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182300 members 
Mstep: Class 6 contains 195451 members 
Mstep: Class 7 contains 39124 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31988 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71681 members 
Mstep: Class 17 contains 166482 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149955 members 
Mstep: Class 23 contains 177815 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462640.000000 Penalty: 83866.898438
Iteration 456Q: 25 clusters Score -1.664626e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61391 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182296 members 
Mstep: Class 6 contains 195452 members 
Mstep: Class 7 contains 39122 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 31995 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71688 members 
Mstep: Class 17 contains 166481 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 158659 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149947 members 
Mstep: Class 23 contains 177819 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462720.000000 Penalty: 83866.898438
Iteration 457Q: 25 clusters Score -1.664627e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61394 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182291 members 
Mstep: Class 6 contains 195457 members 
Mstep: Class 7 contains 39122 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32001 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71692 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149935 members 
Mstep: Class 23 contains 177822 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462544.000000 Penalty: 83866.898438
Iteration 458Q: 25 clusters Score -1.664625e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61397 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182280 members 
Mstep: Class 6 contains 195464 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32003 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71692 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 158656 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149927 members 
Mstep: Class 23 contains 177836 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462496.000000 Penalty: 83866.898438
Iteration 459Q: 25 clusters Score -1.664625e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 61400 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 195474 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16207 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32003 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71692 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149918 members 
Mstep: Class 23 contains 177844 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462592.000000 Penalty: 83866.898438
Iteration 460F: 25 clusters Score -1.664626e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 61403 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 195473 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12340 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16206 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32003 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166482 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149911 members 
Mstep: Class 23 contains 177852 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462640.000000 Penalty: 83866.898438
Iteration 461Q: 25 clusters Score -1.664626e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61404 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 195473 members 
Mstep: Class 7 contains 39119 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 20157 members 
Mstep: Class 11 contains 16204 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32004 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166483 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149905 members 
Mstep: Class 23 contains 177863 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462576.000000 Penalty: 83866.898438
Iteration 462Q: 25 clusters Score -1.664626e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61406 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182272 members 
Mstep: Class 6 contains 195489 members 
Mstep: Class 7 contains 39116 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 16202 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32005 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166481 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149897 members 
Mstep: Class 23 contains 177863 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462592.000000 Penalty: 83866.898438
Iteration 463Q: 25 clusters Score -1.664626e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61409 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182270 members 
Mstep: Class 6 contains 195496 members 
Mstep: Class 7 contains 39114 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32007 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166481 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149893 members 
Mstep: Class 23 contains 177868 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 464Q: 25 clusters Score -1.664626e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61410 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182272 members 
Mstep: Class 6 contains 195492 members 
Mstep: Class 7 contains 39110 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12332 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32010 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166483 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149886 members 
Mstep: Class 23 contains 177881 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462672.000000 Penalty: 83866.898438
Iteration 465Q: 25 clusters Score -1.664627e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61411 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 195500 members 
Mstep: Class 7 contains 39110 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12328 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32012 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166480 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149879 members 
Mstep: Class 23 contains 177888 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462656.000000 Penalty: 83866.898438
Iteration 466Q: 25 clusters Score -1.664627e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61412 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182276 members 
Mstep: Class 6 contains 195506 members 
Mstep: Class 7 contains 39110 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12324 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16183 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32013 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166481 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149875 members 
Mstep: Class 23 contains 177893 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462624.000000 Penalty: 83866.898438
Iteration 467Q: 25 clusters Score -1.664626e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61412 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182283 members 
Mstep: Class 6 contains 195508 members 
Mstep: Class 7 contains 39109 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32014 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166480 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149865 members 
Mstep: Class 23 contains 177899 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462704.000000 Penalty: 83866.898438
Iteration 468Q: 25 clusters Score -1.664627e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61412 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182289 members 
Mstep: Class 6 contains 195507 members 
Mstep: Class 7 contains 39108 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32016 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166482 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149854 members 
Mstep: Class 23 contains 177904 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462704.000000 Penalty: 83866.898438
Iteration 469Q: 25 clusters Score -1.664627e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61413 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182288 members 
Mstep: Class 6 contains 195499 members 
Mstep: Class 7 contains 39108 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32017 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149847 members 
Mstep: Class 23 contains 177917 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462688.000000 Penalty: 83866.898438
Iteration 470Q: 25 clusters Score -1.664627e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61415 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182293 members 
Mstep: Class 6 contains 195493 members 
Mstep: Class 7 contains 39107 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32022 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166483 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149836 members 
Mstep: Class 23 contains 177927 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462688.000000 Penalty: 83866.898438
Iteration 471Q: 25 clusters Score -1.664627e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61420 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182291 members 
Mstep: Class 6 contains 195491 members 
Mstep: Class 7 contains 39107 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32022 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158652 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149828 members 
Mstep: Class 23 contains 177939 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462736.000000 Penalty: 83866.898438
Iteration 472Q: 25 clusters Score -1.664627e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61424 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182291 members 
Mstep: Class 6 contains 195489 members 
Mstep: Class 7 contains 39106 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12321 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16161 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32025 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166487 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149821 members 
Mstep: Class 23 contains 177945 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462784.000000 Penalty: 83866.898438
Iteration 473Q: 25 clusters Score -1.664628e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61431 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182286 members 
Mstep: Class 6 contains 195493 members 
Mstep: Class 7 contains 39102 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16157 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32027 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166489 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149812 members 
Mstep: Class 23 contains 177953 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462672.000000 Penalty: 83866.898438
Iteration 474Q: 25 clusters Score -1.664627e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61436 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182288 members 
Mstep: Class 6 contains 195491 members 
Mstep: Class 7 contains 39100 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12320 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16153 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32027 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166491 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149804 members 
Mstep: Class 23 contains 177965 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462704.000000 Penalty: 83866.898438
Iteration 475Q: 25 clusters Score -1.664627e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61441 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182298 members 
Mstep: Class 6 contains 195487 members 
Mstep: Class 7 contains 39096 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16150 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166487 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149799 members 
Mstep: Class 23 contains 177975 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462816.000000 Penalty: 83866.898438
Iteration 476Q: 25 clusters Score -1.664628e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61442 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182300 members 
Mstep: Class 6 contains 195485 members 
Mstep: Class 7 contains 39093 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16150 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32032 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166488 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149794 members 
Mstep: Class 23 contains 177984 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462768.000000 Penalty: 83866.898438
Iteration 477Q: 25 clusters Score -1.664628e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61445 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182302 members 
Mstep: Class 6 contains 195481 members 
Mstep: Class 7 contains 39092 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16148 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32033 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166487 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149788 members 
Mstep: Class 23 contains 177997 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462800.000000 Penalty: 83866.898438
Iteration 478Q: 25 clusters Score -1.664628e+08 nChanged 40
Entering ConstructFrom: 
Score: -166462800.000000 Penalty: 83866.898438
Entering ConstructFrom: 
Trying to split cluster 1 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -91233.546875 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -91233.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89461.984375 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -89461.98 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89734.382812 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -89734.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89801.054688 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -89801.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89829.718750 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -89829.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89837.414062 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -89837.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89840.554688 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -89840.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89840.554688 Penalty: 3321.116211
	Iteration 6F: 3 clusters Score -89840.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -493735.062500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -493735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -489899.343750 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -489899.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -490834.750000 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -490834.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -491135.468750 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -491135.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -491450.156250 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -491450.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -491802.000000 Penalty: 4105.848633
	Iteration 4F: 3 clusters Score -491802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -492133.000000 Penalty: 4105.848633
	Iteration 5F: 3 clusters Score -492133 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -492391.281250 Penalty: 4105.848633
	Iteration 6F: 3 clusters Score -492391.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -492573.125000 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -492573.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -492701.375000 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -492701.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -492806.156250 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -492806.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -492905.843750 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -492905.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -492964.937500 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -492964.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -492996.812500 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -492996.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -493014.000000 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -493014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -493023.093750 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -493023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -493025.625000 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -493025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -493028.437500 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -493028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -493028.437500 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -493028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -493029.093750 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -493029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -493030.375000 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -493030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -493030.562500 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -493030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Entering Unmasked Estep 
Score: -7986273.500000 Penalty: 2734.426758
	Iteration 0F: 2 clusters Score -7986274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -7945038.500000 Penalty: 5468.853516
	Iteration 0F: 3 clusters Score -7945038 nChanged 28584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -7960893.500000 Penalty: 5468.853516
	Iteration 1F: 3 clusters Score -7960894 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -7961486.000000 Penalty: 5468.853516
	Iteration 2Q: 3 clusters Score -7961486 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -7962083.000000 Penalty: 5468.853516
	Iteration 3Q: 3 clusters Score -7962083 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7962913.000000 Penalty: 5468.853516
	Iteration 4Q: 3 clusters Score -7962913 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -7964230.000000 Penalty: 5468.853516
	Iteration 5Q: 3 clusters Score -7964230 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -7966076.500000 Penalty: 5468.853516
	Iteration 6F: 3 clusters Score -7966076 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -7968830.500000 Penalty: 5468.853516
	Iteration 7F: 3 clusters Score -7968830 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7972539.000000 Penalty: 5468.853516
	Iteration 8F: 3 clusters Score -7972539 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -7976523.500000 Penalty: 5468.853516
	Iteration 9F: 3 clusters Score -7976524 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -7979604.500000 Penalty: 5468.853516
	Iteration 10F: 3 clusters Score -7979604 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -7981210.000000 Penalty: 5468.853516
	Iteration 11Q: 3 clusters Score -7981210 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -7981842.000000 Penalty: 5468.853516
	Iteration 12Q: 3 clusters Score -7981842 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -7982200.000000 Penalty: 5468.853516
	Iteration 13Q: 3 clusters Score -7982200 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -7982459.500000 Penalty: 5468.853516
	Iteration 14Q: 3 clusters Score -7982460 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -7982718.500000 Penalty: 5468.853516
	Iteration 15Q: 3 clusters Score -7982718 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -7982878.000000 Penalty: 5468.853516
	Iteration 16Q: 3 clusters Score -7982878 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -7983020.500000 Penalty: 5468.853516
	Iteration 17Q: 3 clusters Score -7983020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -7983118.500000 Penalty: 5468.853516
	Iteration 18Q: 3 clusters Score -7983118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7983184.500000 Penalty: 5468.853516
	Iteration 19Q: 3 clusters Score -7983184 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -7983245.500000 Penalty: 5468.853516
	Iteration 20F: 3 clusters Score -7983246 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -7983342.500000 Penalty: 5468.853516
	Iteration 21Q: 3 clusters Score -7983342 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7983430.000000 Penalty: 5468.853516
	Iteration 22Q: 3 clusters Score -7983430 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -7983549.000000 Penalty: 5468.853516
	Iteration 23Q: 3 clusters Score -7983549 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -7983596.500000 Penalty: 5468.853516
	Iteration 24Q: 3 clusters Score -7983596 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7983666.500000 Penalty: 5468.853516
	Iteration 25Q: 3 clusters Score -7983666 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -7983686.000000 Penalty: 5468.853516
	Iteration 26Q: 3 clusters Score -7983686 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7983760.500000 Penalty: 5468.853516
	Iteration 27Q: 3 clusters Score -7983760 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -7983813.000000 Penalty: 5468.853516
	Iteration 28Q: 3 clusters Score -7983813 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7983845.000000 Penalty: 5468.853516
	Iteration 29Q: 3 clusters Score -7983845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7983872.500000 Penalty: 5468.853516
	Iteration 30Q: 3 clusters Score -7983872 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7983938.500000 Penalty: 5468.853516
	Iteration 31Q: 3 clusters Score -7983938 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7983964.500000 Penalty: 5468.853516
	Iteration 32Q: 3 clusters Score -7983964 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7983983.000000 Penalty: 5468.853516
	Iteration 33Q: 3 clusters Score -7983983 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7983988.500000 Penalty: 5468.853516
	Iteration 34Q: 3 clusters Score -7983988 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -7984015.000000 Penalty: 5468.853516
	Iteration 35Q: 3 clusters Score -7984015 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7984033.500000 Penalty: 5468.853516
	Iteration 36Q: 3 clusters Score -7984034 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -7984078.500000 Penalty: 5468.853516
	Iteration 37Q: 3 clusters Score -7984078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -7984103.000000 Penalty: 5468.853516
	Iteration 38Q: 3 clusters Score -7984103 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7984139.000000 Penalty: 5468.853516
	Iteration 39Q: 3 clusters Score -7984139 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7984152.000000 Penalty: 5468.853516
	Iteration 40F: 3 clusters Score -7984152 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7984173.500000 Penalty: 5468.853516
	Iteration 41Q: 3 clusters Score -7984174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7984238.000000 Penalty: 5468.853516
	Iteration 42Q: 3 clusters Score -7984238 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -7984270.000000 Penalty: 5468.853516
	Iteration 43Q: 3 clusters Score -7984270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7984284.000000 Penalty: 5468.853516
	Iteration 44Q: 3 clusters Score -7984284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7984332.000000 Penalty: 5468.853516
	Iteration 45Q: 3 clusters Score -7984332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7984363.500000 Penalty: 5468.853516
	Iteration 46Q: 3 clusters Score -7984364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7984393.500000 Penalty: 5468.853516
	Iteration 47Q: 3 clusters Score -7984394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7984417.500000 Penalty: 5468.853516
	Iteration 48Q: 3 clusters Score -7984418 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -7984409.000000 Penalty: 5468.853516
	Iteration 49Q: 3 clusters Score -7984409 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7984422.500000 Penalty: 5468.853516
	Iteration 50Q: 3 clusters Score -7984422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -7984433.500000 Penalty: 5468.853516
	Iteration 51Q: 3 clusters Score -7984434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -7984427.500000 Penalty: 5468.853516
	Iteration 52Q: 3 clusters Score -7984428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -7984448.500000 Penalty: 5468.853516
	Iteration 53Q: 3 clusters Score -7984448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -7984451.000000 Penalty: 5468.853516
	Iteration 54Q: 3 clusters Score -7984451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -7984465.000000 Penalty: 5468.853516
	Iteration 55Q: 3 clusters Score -7984465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7984476.000000 Penalty: 5468.853516
	Iteration 56Q: 3 clusters Score -7984476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7984465.500000 Penalty: 5468.853516
	Iteration 57Q: 3 clusters Score -7984466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -7984457.500000 Penalty: 5468.853516
	Iteration 58Q: 3 clusters Score -7984458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7984471.000000 Penalty: 5468.853516
	Iteration 59Q: 3 clusters Score -7984471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7984492.500000 Penalty: 5468.853516
	Iteration 60F: 3 clusters Score -7984492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -7984506.000000 Penalty: 5468.853516
	Iteration 61Q: 3 clusters Score -7984506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -7984523.000000 Penalty: 5468.853516
	Iteration 62Q: 3 clusters Score -7984523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -7984526.000000 Penalty: 5468.853516
	Iteration 63Q: 3 clusters Score -7984526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7984531.500000 Penalty: 5468.853516
	Iteration 64Q: 3 clusters Score -7984532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -7984538.500000 Penalty: 5468.853516
	Iteration 65Q: 3 clusters Score -7984538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -7984533.500000 Penalty: 5468.853516
	Iteration 66Q: 3 clusters Score -7984534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -7984543.500000 Penalty: 5468.853516
	Iteration 67Q: 3 clusters Score -7984544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -7984548.500000 Penalty: 5468.853516
	Iteration 68Q: 3 clusters Score -7984548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7984565.000000 Penalty: 5468.853516
	Iteration 69Q: 3 clusters Score -7984565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -7984568.500000 Penalty: 5468.853516
	Iteration 70Q: 3 clusters Score -7984568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -7984577.500000 Penalty: 5468.853516
	Iteration 71Q: 3 clusters Score -7984578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7984574.500000 Penalty: 5468.853516
	Iteration 72Q: 3 clusters Score -7984574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7984582.500000 Penalty: 5468.853516
	Iteration 73Q: 3 clusters Score -7984582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7984590.500000 Penalty: 5468.853516
	Iteration 74Q: 3 clusters Score -7984590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7984590.000000 Penalty: 5468.853516
	Iteration 75Q: 3 clusters Score -7984590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -7984583.500000 Penalty: 5468.853516
	Iteration 76Q: 3 clusters Score -7984584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -7984596.000000 Penalty: 5468.853516
	Iteration 77Q: 3 clusters Score -7984596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7984605.500000 Penalty: 5468.853516
	Iteration 78Q: 3 clusters Score -7984606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7984620.000000 Penalty: 5468.853516
	Iteration 79Q: 3 clusters Score -7984620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7984612.500000 Penalty: 5468.853516
	Iteration 80F: 3 clusters Score -7984612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7984602.500000 Penalty: 5468.853516
	Iteration 81Q: 3 clusters Score -7984602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7984606.000000 Penalty: 5468.853516
	Iteration 82Q: 3 clusters Score -7984606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7984601.000000 Penalty: 5468.853516
	Iteration 83Q: 3 clusters Score -7984601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7984611.000000 Penalty: 5468.853516
	Iteration 84Q: 3 clusters Score -7984611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7984610.000000 Penalty: 5468.853516
	Iteration 85Q: 3 clusters Score -7984610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -7984606.500000 Penalty: 5468.853516
	Iteration 86Q: 3 clusters Score -7984606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7984610.000000 Penalty: 5468.853516
	Iteration 87Q: 3 clusters Score -7984610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -7984614.000000 Penalty: 5468.853516
	Iteration 88Q: 3 clusters Score -7984614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7984611.500000 Penalty: 5468.853516
	Iteration 89Q: 3 clusters Score -7984612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -7984615.000000 Penalty: 5468.853516
	Iteration 90Q: 3 clusters Score -7984615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -7984616.500000 Penalty: 5468.853516
	Iteration 91Q: 3 clusters Score -7984616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -7984623.000000 Penalty: 5468.853516
	Iteration 92Q: 3 clusters Score -7984623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -7984622.000000 Penalty: 5468.853516
	Iteration 93Q: 3 clusters Score -7984622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -7984616.000000 Penalty: 5468.853516
	Iteration 94Q: 3 clusters Score -7984616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -7984616.500000 Penalty: 5468.853516
	Iteration 95Q: 3 clusters Score -7984616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7984611.500000 Penalty: 5468.853516
	Iteration 96Q: 3 clusters Score -7984612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -7984628.000000 Penalty: 5468.853516
	Iteration 97Q: 3 clusters Score -7984628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7984634.000000 Penalty: 5468.853516
	Iteration 98Q: 3 clusters Score -7984634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -7984632.500000 Penalty: 5468.853516
	Iteration 99Q: 3 clusters Score -7984632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7984640.000000 Penalty: 5468.853516
	Iteration 100F: 3 clusters Score -7984640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7984636.000000 Penalty: 5468.853516
	Iteration 101Q: 3 clusters Score -7984636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7984644.000000 Penalty: 5468.853516
	Iteration 102Q: 3 clusters Score -7984644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7984648.500000 Penalty: 5468.853516
	Iteration 103Q: 3 clusters Score -7984648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7984653.000000 Penalty: 5468.853516
	Iteration 104Q: 3 clusters Score -7984653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7984655.000000 Penalty: 5468.853516
	Iteration 105Q: 3 clusters Score -7984655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -7984644.500000 Penalty: 5468.853516
	Iteration 106Q: 3 clusters Score -7984644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -7984657.000000 Penalty: 5468.853516
	Iteration 107Q: 3 clusters Score -7984657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -7984662.500000 Penalty: 5468.853516
	Iteration 108Q: 3 clusters Score -7984662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -7984658.000000 Penalty: 5468.853516
	Iteration 109Q: 3 clusters Score -7984658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -7984664.500000 Penalty: 5468.853516
	Iteration 110Q: 3 clusters Score -7984664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7984659.500000 Penalty: 5468.853516
	Iteration 111Q: 3 clusters Score -7984660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7984669.500000 Penalty: 5468.853516
	Iteration 112Q: 3 clusters Score -7984670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -7984669.000000 Penalty: 5468.853516
	Iteration 113Q: 3 clusters Score -7984669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -7984681.500000 Penalty: 5468.853516
	Iteration 114Q: 3 clusters Score -7984682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7984678.000000 Penalty: 5468.853516
	Iteration 115Q: 3 clusters Score -7984678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -7984669.500000 Penalty: 5468.853516
	Iteration 116Q: 3 clusters Score -7984670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7984677.000000 Penalty: 5468.853516
	Iteration 117Q: 3 clusters Score -7984677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -7984685.500000 Penalty: 5468.853516
	Iteration 118Q: 3 clusters Score -7984686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7984679.000000 Penalty: 5468.853516
	Iteration 119Q: 3 clusters Score -7984679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7984676.000000 Penalty: 5468.853516
	Iteration 120F: 3 clusters Score -7984676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7984674.500000 Penalty: 5468.853516
	Iteration 121Q: 3 clusters Score -7984674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7984666.500000 Penalty: 5468.853516
	Iteration 122Q: 3 clusters Score -7984666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -7984668.000000 Penalty: 5468.853516
	Iteration 123Q: 3 clusters Score -7984668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -7984670.000000 Penalty: 5468.853516
	Iteration 124Q: 3 clusters Score -7984670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -7984669.000000 Penalty: 5468.853516
	Iteration 125Q: 3 clusters Score -7984669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7984663.000000 Penalty: 5468.853516
	Iteration 126Q: 3 clusters Score -7984663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -7984667.500000 Penalty: 5468.853516
	Iteration 127Q: 3 clusters Score -7984668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7984663.000000 Penalty: 5468.853516
	Iteration 128Q: 3 clusters Score -7984663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7984663.000000 Penalty: 5468.853516
	Iteration 129F: 3 clusters Score -7984663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -50738.074219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -50738.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49218.625000 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -49218.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49451.492188 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -49451.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49588.660156 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -49588.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49869.992188 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -49869.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50032.671875 Penalty: 3062.197998
	Iteration 4F: 3 clusters Score -50032.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50117.785156 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -50117.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50185.808594 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -50185.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50219.378906 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -50219.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50243.546875 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -50243.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50281.175781 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -50281.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50294.867188 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -50294.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50308.082031 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -50308.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50320.714844 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -50320.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50341.863281 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -50341.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50359.417969 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -50359.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50372.636719 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -50372.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50374.617188 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -50374.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50374.617188 Penalty: 3062.197998
	Iteration 17F: 3 clusters Score -50374.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Entering Unmasked Estep 
Score: -23590212.000000 Penalty: 3004.130859
	Iteration 0F: 2 clusters Score -2.359021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -23472334.000000 Penalty: 6008.261719
	Iteration 0F: 3 clusters Score -2.347233e+07 nChanged 87473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -23522844.000000 Penalty: 6008.261719
	Iteration 1F: 3 clusters Score -2.352284e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -23524012.000000 Penalty: 6008.261719
	Iteration 2Q: 3 clusters Score -2.352401e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -23525638.000000 Penalty: 6008.261719
	Iteration 3Q: 3 clusters Score -2.352564e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -23528550.000000 Penalty: 6008.261719
	Iteration 4Q: 3 clusters Score -2.352855e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -23533622.000000 Penalty: 6008.261719
	Iteration 5F: 3 clusters Score -2.353362e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -23542516.000000 Penalty: 6008.261719
	Iteration 6F: 3 clusters Score -2.354252e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -23555526.000000 Penalty: 6008.261719
	Iteration 7F: 3 clusters Score -2.355553e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154496 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -23569290.000000 Penalty: 6008.261719
	Iteration 8F: 3 clusters Score -2.356929e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -23578890.000000 Penalty: 6008.261719
	Iteration 9F: 3 clusters Score -2.357889e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -23584014.000000 Penalty: 6008.261719
	Iteration 10Q: 3 clusters Score -2.358401e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -23586222.000000 Penalty: 6008.261719
	Iteration 11Q: 3 clusters Score -2.358622e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -23587202.000000 Penalty: 6008.261719
	Iteration 12Q: 3 clusters Score -2.35872e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23587732.000000 Penalty: 6008.261719
	Iteration 13Q: 3 clusters Score -2.358773e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -23587976.000000 Penalty: 6008.261719
	Iteration 14Q: 3 clusters Score -2.358798e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -23588106.000000 Penalty: 6008.261719
	Iteration 15Q: 3 clusters Score -2.358811e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -23588050.000000 Penalty: 6008.261719
	Iteration 16Q: 3 clusters Score -2.358805e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -23588124.000000 Penalty: 6008.261719
	Iteration 17Q: 3 clusters Score -2.358812e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179933 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -23588120.000000 Penalty: 6008.261719
	Iteration 18Q: 3 clusters Score -2.358812e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180137 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -23588162.000000 Penalty: 6008.261719
	Iteration 19Q: 3 clusters Score -2.358816e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -23588140.000000 Penalty: 6008.261719
	Iteration 20F: 3 clusters Score -2.358814e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -23588112.000000 Penalty: 6008.261719
	Iteration 21Q: 3 clusters Score -2.358811e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -23588076.000000 Penalty: 6008.261719
	Iteration 22Q: 3 clusters Score -2.358808e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23588098.000000 Penalty: 6008.261719
	Iteration 23Q: 3 clusters Score -2.35881e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180692 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -23588088.000000 Penalty: 6008.261719
	Iteration 24Q: 3 clusters Score -2.358809e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180760 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23588106.000000 Penalty: 6008.261719
	Iteration 25Q: 3 clusters Score -2.358811e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180813 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23588104.000000 Penalty: 6008.261719
	Iteration 26Q: 3 clusters Score -2.35881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180857 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -23588072.000000 Penalty: 6008.261719
	Iteration 27Q: 3 clusters Score -2.358807e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180898 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23588052.000000 Penalty: 6008.261719
	Iteration 28Q: 3 clusters Score -2.358805e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23588096.000000 Penalty: 6008.261719
	Iteration 29Q: 3 clusters Score -2.35881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180972 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23588102.000000 Penalty: 6008.261719
	Iteration 30Q: 3 clusters Score -2.35881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180995 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23588126.000000 Penalty: 6008.261719
	Iteration 31Q: 3 clusters Score -2.358813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181023 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -23588130.000000 Penalty: 6008.261719
	Iteration 32Q: 3 clusters Score -2.358813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23588128.000000 Penalty: 6008.261719
	Iteration 33Q: 3 clusters Score -2.358813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23588114.000000 Penalty: 6008.261719
	Iteration 34Q: 3 clusters Score -2.358811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23588112.000000 Penalty: 6008.261719
	Iteration 35Q: 3 clusters Score -2.358811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181086 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23588118.000000 Penalty: 6008.261719
	Iteration 36Q: 3 clusters Score -2.358812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -23588132.000000 Penalty: 6008.261719
	Iteration 37Q: 3 clusters Score -2.358813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23588126.000000 Penalty: 6008.261719
	Iteration 38Q: 3 clusters Score -2.358813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -23588134.000000 Penalty: 6008.261719
	Iteration 39Q: 3 clusters Score -2.358813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23588140.000000 Penalty: 6008.261719
	Iteration 40F: 3 clusters Score -2.358814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23588154.000000 Penalty: 6008.261719
	Iteration 41Q: 3 clusters Score -2.358815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181146 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23588170.000000 Penalty: 6008.261719
	Iteration 42Q: 3 clusters Score -2.358817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181151 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -23588154.000000 Penalty: 6008.261719
	Iteration 43Q: 3 clusters Score -2.358815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23588152.000000 Penalty: 6008.261719
	Iteration 44Q: 3 clusters Score -2.358815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181159 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23588148.000000 Penalty: 6008.261719
	Iteration 45Q: 3 clusters Score -2.358815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23588152.000000 Penalty: 6008.261719
	Iteration 46Q: 3 clusters Score -2.358815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23588162.000000 Penalty: 6008.261719
	Iteration 47Q: 3 clusters Score -2.358816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23588152.000000 Penalty: 6008.261719
	Iteration 48Q: 3 clusters Score -2.358815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23588140.000000 Penalty: 6008.261719
	Iteration 49Q: 3 clusters Score -2.358814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23588140.000000 Penalty: 6008.261719
	Iteration 50Q: 3 clusters Score -2.358814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23588134.000000 Penalty: 6008.261719
	Iteration 51Q: 3 clusters Score -2.358813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23588134.000000 Penalty: 6008.261719
	Iteration 52F: 3 clusters Score -2.358813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195483 members 
Entering Unmasked Estep 
Score: -25263120.000000 Penalty: 3021.440674
	Iteration 0F: 2 clusters Score -2.526312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -25137100.000000 Penalty: 6042.881348
	Iteration 0F: 3 clusters Score -2.51371e+07 nChanged 93963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -25192368.000000 Penalty: 6042.881348
	Iteration 1F: 3 clusters Score -2.519237e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -25193330.000000 Penalty: 6042.881348
	Iteration 2Q: 3 clusters Score -2.519333e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -25193970.000000 Penalty: 6042.881348
	Iteration 3Q: 3 clusters Score -2.519397e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -25194938.000000 Penalty: 6042.881348
	Iteration 4Q: 3 clusters Score -2.519494e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -25196602.000000 Penalty: 6042.881348
	Iteration 5Q: 3 clusters Score -2.51966e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -25199090.000000 Penalty: 6042.881348
	Iteration 6Q: 3 clusters Score -2.519909e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -25202994.000000 Penalty: 6042.881348
	Iteration 7Q: 3 clusters Score -2.520299e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -25209744.000000 Penalty: 6042.881348
	Iteration 8F: 3 clusters Score -2.520974e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -25219742.000000 Penalty: 6042.881348
	Iteration 9F: 3 clusters Score -2.521974e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -25231798.000000 Penalty: 6042.881348
	Iteration 10F: 3 clusters Score -2.52318e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 169787 members 
Entering Unmasked Estep 
Score: -25243146.000000 Penalty: 6042.881348
	Iteration 11F: 3 clusters Score -2.524315e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -25250672.000000 Penalty: 6042.881348
	Iteration 12Q: 3 clusters Score -2.525067e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 185242 members 
Entering Unmasked Estep 
Score: -25254952.000000 Penalty: 6042.881348
	Iteration 13Q: 3 clusters Score -2.525495e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 189162 members 
Entering Unmasked Estep 
Score: -25257518.000000 Penalty: 6042.881348
	Iteration 14Q: 3 clusters Score -2.525752e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 191576 members 
Entering Unmasked Estep 
Score: -25258810.000000 Penalty: 6042.881348
	Iteration 15Q: 3 clusters Score -2.525881e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 192981 members 
Entering Unmasked Estep 
Score: -25259644.000000 Penalty: 6042.881348
	Iteration 16Q: 3 clusters Score -2.525964e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 193828 members 
Entering Unmasked Estep 
Score: -25260088.000000 Penalty: 6042.881348
	Iteration 17Q: 3 clusters Score -2.526009e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -25260362.000000 Penalty: 6042.881348
	Iteration 18Q: 3 clusters Score -2.526036e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 194580 members 
Entering Unmasked Estep 
Score: -25260460.000000 Penalty: 6042.881348
	Iteration 19Q: 3 clusters Score -2.526046e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -25260534.000000 Penalty: 6042.881348
	Iteration 20F: 3 clusters Score -2.526053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 194816 members 
Entering Unmasked Estep 
Score: -25260566.000000 Penalty: 6042.881348
	Iteration 21Q: 3 clusters Score -2.526057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 194869 members 
Entering Unmasked Estep 
Score: -25260586.000000 Penalty: 6042.881348
	Iteration 22Q: 3 clusters Score -2.526059e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 194900 members 
Entering Unmasked Estep 
Score: -25260598.000000 Penalty: 6042.881348
	Iteration 23Q: 3 clusters Score -2.52606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 194929 members 
Entering Unmasked Estep 
Score: -25260608.000000 Penalty: 6042.881348
	Iteration 24Q: 3 clusters Score -2.526061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 194940 members 
Entering Unmasked Estep 
Score: -25260618.000000 Penalty: 6042.881348
	Iteration 25Q: 3 clusters Score -2.526062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -25260636.000000 Penalty: 6042.881348
	Iteration 26Q: 3 clusters Score -2.526064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -25260638.000000 Penalty: 6042.881348
	Iteration 27Q: 3 clusters Score -2.526064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 194963 members 
Entering Unmasked Estep 
Score: -25260638.000000 Penalty: 6042.881348
	Iteration 28Q: 3 clusters Score -2.526064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 194966 members 
Entering Unmasked Estep 
Score: -25260638.000000 Penalty: 6042.881348
	Iteration 29Q: 3 clusters Score -2.526064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -25260628.000000 Penalty: 6042.881348
	Iteration 30Q: 3 clusters Score -2.526063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -25260640.000000 Penalty: 6042.881348
	Iteration 31Q: 3 clusters Score -2.526064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 194973 members 
Entering Unmasked Estep 
Score: -25260648.000000 Penalty: 6042.881348
	Iteration 32Q: 3 clusters Score -2.526065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 194977 members 
Entering Unmasked Estep 
Score: -25260642.000000 Penalty: 6042.881348
	Iteration 33Q: 3 clusters Score -2.526064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -25260650.000000 Penalty: 6042.881348
	Iteration 34Q: 3 clusters Score -2.526065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -25260648.000000 Penalty: 6042.881348
	Iteration 35Q: 3 clusters Score -2.526065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 194983 members 
Entering Unmasked Estep 
Score: -25260658.000000 Penalty: 6042.881348
	Iteration 36Q: 3 clusters Score -2.526066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 194986 members 
Entering Unmasked Estep 
Score: -25260650.000000 Penalty: 6042.881348
	Iteration 37Q: 3 clusters Score -2.526065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 194991 members 
Entering Unmasked Estep 
Score: -25260658.000000 Penalty: 6042.881348
	Iteration 38Q: 3 clusters Score -2.526066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 194995 members 
Entering Unmasked Estep 
Score: -25260654.000000 Penalty: 6042.881348
	Iteration 39Q: 3 clusters Score -2.526065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -25260654.000000 Penalty: 6042.881348
	Iteration 40F: 3 clusters Score -2.526065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -25260682.000000 Penalty: 6042.881348
	Iteration 41Q: 3 clusters Score -2.526068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 195009 members 
Entering Unmasked Estep 
Score: -25260694.000000 Penalty: 6042.881348
	Iteration 42Q: 3 clusters Score -2.526069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 195013 members 
Entering Unmasked Estep 
Score: -25260700.000000 Penalty: 6042.881348
	Iteration 43Q: 3 clusters Score -2.52607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 195017 members 
Entering Unmasked Estep 
Score: -25260710.000000 Penalty: 6042.881348
	Iteration 44Q: 3 clusters Score -2.526071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -25260712.000000 Penalty: 6042.881348
	Iteration 45Q: 3 clusters Score -2.526071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 195020 members 
Entering Unmasked Estep 
Score: -25260704.000000 Penalty: 6042.881348
	Iteration 46Q: 3 clusters Score -2.52607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 195023 members 
Entering Unmasked Estep 
Score: -25260716.000000 Penalty: 6042.881348
	Iteration 47Q: 3 clusters Score -2.526072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 195023 members 
Entering Unmasked Estep 
Score: -25260704.000000 Penalty: 6042.881348
	Iteration 48Q: 3 clusters Score -2.52607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25260714.000000 Penalty: 6042.881348
	Iteration 49Q: 3 clusters Score -2.526071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 195020 members 
Entering Unmasked Estep 
Score: -25260708.000000 Penalty: 6042.881348
	Iteration 50Q: 3 clusters Score -2.526071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25260710.000000 Penalty: 6042.881348
	Iteration 51Q: 3 clusters Score -2.526071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25260716.000000 Penalty: 6042.881348
	Iteration 52Q: 3 clusters Score -2.526072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -25260708.000000 Penalty: 6042.881348
	Iteration 53Q: 3 clusters Score -2.526071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -25260724.000000 Penalty: 6042.881348
	Iteration 54Q: 3 clusters Score -2.526072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -25260724.000000 Penalty: 6042.881348
	Iteration 55F: 3 clusters Score -2.526072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Entering Unmasked Estep 
Score: -5107161.000000 Penalty: 2622.270996
	Iteration 0F: 2 clusters Score -5107161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5080497.000000 Penalty: 5244.541992
	Iteration 0F: 3 clusters Score -5080497 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5090194.500000 Penalty: 5244.541992
	Iteration 1F: 3 clusters Score -5090194 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5090680.500000 Penalty: 5244.541992
	Iteration 2Q: 3 clusters Score -5090680 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5091164.500000 Penalty: 5244.541992
	Iteration 3Q: 3 clusters Score -5091164 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5091617.500000 Penalty: 5244.541992
	Iteration 4Q: 3 clusters Score -5091618 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5092301.000000 Penalty: 5244.541992
	Iteration 5Q: 3 clusters Score -5092301 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5093329.000000 Penalty: 5244.541992
	Iteration 6F: 3 clusters Score -5093329 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5095076.500000 Penalty: 5244.541992
	Iteration 7F: 3 clusters Score -5095076 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5097444.500000 Penalty: 5244.541992
	Iteration 8F: 3 clusters Score -5097444 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -5100185.000000 Penalty: 5244.541992
	Iteration 9F: 3 clusters Score -5100185 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -5102536.000000 Penalty: 5244.541992
	Iteration 10F: 3 clusters Score -5102536 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5103853.000000 Penalty: 5244.541992
	Iteration 11Q: 3 clusters Score -5103853 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5104423.000000 Penalty: 5244.541992
	Iteration 12Q: 3 clusters Score -5104423 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5104667.000000 Penalty: 5244.541992
	Iteration 13Q: 3 clusters Score -5104667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5104827.000000 Penalty: 5244.541992
	Iteration 14Q: 3 clusters Score -5104827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5104906.500000 Penalty: 5244.541992
	Iteration 15Q: 3 clusters Score -5104906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5104958.000000 Penalty: 5244.541992
	Iteration 16Q: 3 clusters Score -5104958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5104991.000000 Penalty: 5244.541992
	Iteration 17Q: 3 clusters Score -5104991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5105031.000000 Penalty: 5244.541992
	Iteration 18Q: 3 clusters Score -5105031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5105069.000000 Penalty: 5244.541992
	Iteration 19Q: 3 clusters Score -5105069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5105096.000000 Penalty: 5244.541992
	Iteration 20F: 3 clusters Score -5105096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5105135.000000 Penalty: 5244.541992
	Iteration 21Q: 3 clusters Score -5105135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5105154.500000 Penalty: 5244.541992
	Iteration 22Q: 3 clusters Score -5105154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -5105174.500000 Penalty: 5244.541992
	Iteration 23Q: 3 clusters Score -5105174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5105203.000000 Penalty: 5244.541992
	Iteration 24Q: 3 clusters Score -5105203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5105232.000000 Penalty: 5244.541992
	Iteration 25Q: 3 clusters Score -5105232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5105245.000000 Penalty: 5244.541992
	Iteration 26Q: 3 clusters Score -5105245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5105273.500000 Penalty: 5244.541992
	Iteration 27Q: 3 clusters Score -5105274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5105293.000000 Penalty: 5244.541992
	Iteration 28Q: 3 clusters Score -5105293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5105319.000000 Penalty: 5244.541992
	Iteration 29Q: 3 clusters Score -5105319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5105332.500000 Penalty: 5244.541992
	Iteration 30Q: 3 clusters Score -5105332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5105351.500000 Penalty: 5244.541992
	Iteration 31Q: 3 clusters Score -5105352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5105362.500000 Penalty: 5244.541992
	Iteration 32Q: 3 clusters Score -5105362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5105375.000000 Penalty: 5244.541992
	Iteration 33Q: 3 clusters Score -5105375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5105374.000000 Penalty: 5244.541992
	Iteration 34Q: 3 clusters Score -5105374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5105386.500000 Penalty: 5244.541992
	Iteration 35Q: 3 clusters Score -5105386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5105389.500000 Penalty: 5244.541992
	Iteration 36Q: 3 clusters Score -5105390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5105393.000000 Penalty: 5244.541992
	Iteration 37Q: 3 clusters Score -5105393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5105393.500000 Penalty: 5244.541992
	Iteration 38Q: 3 clusters Score -5105394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5105400.000000 Penalty: 5244.541992
	Iteration 39Q: 3 clusters Score -5105400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -5105398.500000 Penalty: 5244.541992
	Iteration 40F: 3 clusters Score -5105398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -159532.750000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -159532.8 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 635 members 
Entering Unmasked Estep 
Score: -157426.437500 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -157426.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157862.359375 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -157862.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158041.921875 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -158041.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158213.359375 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -158213.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158369.578125 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -158369.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158540.187500 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -158540.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158668.093750 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -158668.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158739.906250 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -158739.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158805.156250 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -158805.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158841.015625 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -158841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158871.046875 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -158871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158907.015625 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -158907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158913.187500 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -158913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158923.234375 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -158923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158925.218750 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -158925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158926.453125 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -158926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158926.593750 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -158926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158926.593750 Penalty: 3571.040527
	Iteration 17F: 3 clusters Score -158926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -1607220.000000 Penalty: 2335.423340
	Iteration 0F: 2 clusters Score -1607220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1598033.375000 Penalty: 4670.846680
	Iteration 0F: 3 clusters Score -1598033 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1600648.750000 Penalty: 4670.846680
	Iteration 1F: 3 clusters Score -1600649 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1600964.000000 Penalty: 4670.846680
	Iteration 2F: 3 clusters Score -1600964 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1601198.000000 Penalty: 4670.846680
	Iteration 3Q: 3 clusters Score -1601198 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1601389.625000 Penalty: 4670.846680
	Iteration 4Q: 3 clusters Score -1601390 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1601567.125000 Penalty: 4670.846680
	Iteration 5Q: 3 clusters Score -1601567 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1601745.125000 Penalty: 4670.846680
	Iteration 6Q: 3 clusters Score -1601745 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1601943.500000 Penalty: 4670.846680
	Iteration 7Q: 3 clusters Score -1601944 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1602182.750000 Penalty: 4670.846680
	Iteration 8Q: 3 clusters Score -1602183 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1602436.625000 Penalty: 4670.846680
	Iteration 9Q: 3 clusters Score -1602437 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1602728.375000 Penalty: 4670.846680
	Iteration 10Q: 3 clusters Score -1602728 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1603077.500000 Penalty: 4670.846680
	Iteration 11Q: 3 clusters Score -1603078 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1603477.125000 Penalty: 4670.846680
	Iteration 12Q: 3 clusters Score -1603477 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1603883.875000 Penalty: 4670.846680
	Iteration 13Q: 3 clusters Score -1603884 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1604234.750000 Penalty: 4670.846680
	Iteration 14Q: 3 clusters Score -1604235 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1604498.500000 Penalty: 4670.846680
	Iteration 15Q: 3 clusters Score -1604498 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1604661.500000 Penalty: 4670.846680
	Iteration 16Q: 3 clusters Score -1604662 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1604761.250000 Penalty: 4670.846680
	Iteration 17Q: 3 clusters Score -1604761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1604840.250000 Penalty: 4670.846680
	Iteration 18Q: 3 clusters Score -1604840 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1604918.125000 Penalty: 4670.846680
	Iteration 19Q: 3 clusters Score -1604918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1604973.750000 Penalty: 4670.846680
	Iteration 20F: 3 clusters Score -1604974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1605029.000000 Penalty: 4670.846680
	Iteration 21Q: 3 clusters Score -1605029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1605071.875000 Penalty: 4670.846680
	Iteration 22Q: 3 clusters Score -1605072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1605123.875000 Penalty: 4670.846680
	Iteration 23Q: 3 clusters Score -1605124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1605164.000000 Penalty: 4670.846680
	Iteration 24Q: 3 clusters Score -1605164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1605183.250000 Penalty: 4670.846680
	Iteration 25Q: 3 clusters Score -1605183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1605210.250000 Penalty: 4670.846680
	Iteration 26Q: 3 clusters Score -1605210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1605232.750000 Penalty: 4670.846680
	Iteration 27Q: 3 clusters Score -1605233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1605246.625000 Penalty: 4670.846680
	Iteration 28Q: 3 clusters Score -1605247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1605265.250000 Penalty: 4670.846680
	Iteration 29Q: 3 clusters Score -1605265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1605279.250000 Penalty: 4670.846680
	Iteration 30Q: 3 clusters Score -1605279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1605292.875000 Penalty: 4670.846680
	Iteration 31Q: 3 clusters Score -1605293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1605304.000000 Penalty: 4670.846680
	Iteration 32Q: 3 clusters Score -1605304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1605313.250000 Penalty: 4670.846680
	Iteration 33Q: 3 clusters Score -1605313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1605316.875000 Penalty: 4670.846680
	Iteration 34Q: 3 clusters Score -1605317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1605327.500000 Penalty: 4670.846680
	Iteration 35Q: 3 clusters Score -1605328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1605329.250000 Penalty: 4670.846680
	Iteration 36Q: 3 clusters Score -1605329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1605327.875000 Penalty: 4670.846680
	Iteration 37Q: 3 clusters Score -1605328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1605332.750000 Penalty: 4670.846680
	Iteration 38Q: 3 clusters Score -1605333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1605335.250000 Penalty: 4670.846680
	Iteration 39Q: 3 clusters Score -1605335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1605337.875000 Penalty: 4670.846680
	Iteration 40F: 3 clusters Score -1605338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1605337.500000 Penalty: 4670.846680
	Iteration 41Q: 3 clusters Score -1605338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1605340.500000 Penalty: 4670.846680
	Iteration 42Q: 3 clusters Score -1605340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1605340.875000 Penalty: 4670.846680
	Iteration 43Q: 3 clusters Score -1605341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1605341.875000 Penalty: 4670.846680
	Iteration 44Q: 3 clusters Score -1605342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1605342.250000 Penalty: 4670.846680
	Iteration 45Q: 3 clusters Score -1605342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1605342.250000 Penalty: 4670.846680
	Iteration 46Q: 3 clusters Score -1605342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1605342.750000 Penalty: 4670.846680
	Iteration 47Q: 3 clusters Score -1605343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1605342.750000 Penalty: 4670.846680
	Iteration 48F: 3 clusters Score -1605343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Entering Unmasked Estep 
Score: -2593468.500000 Penalty: 2457.967041
	Iteration 0F: 2 clusters Score -2593468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2579301.000000 Penalty: 4915.934082
	Iteration 0F: 3 clusters Score -2579301 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2584155.750000 Penalty: 4915.934082
	Iteration 1F: 3 clusters Score -2584156 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2584591.750000 Penalty: 4915.934082
	Iteration 2F: 3 clusters Score -2584592 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2584928.500000 Penalty: 4915.934082
	Iteration 3Q: 3 clusters Score -2584928 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2585228.750000 Penalty: 4915.934082
	Iteration 4Q: 3 clusters Score -2585229 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2585515.750000 Penalty: 4915.934082
	Iteration 5Q: 3 clusters Score -2585516 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2585874.750000 Penalty: 4915.934082
	Iteration 6Q: 3 clusters Score -2585875 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2586260.750000 Penalty: 4915.934082
	Iteration 7Q: 3 clusters Score -2586261 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2586778.250000 Penalty: 4915.934082
	Iteration 8Q: 3 clusters Score -2586778 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2587350.750000 Penalty: 4915.934082
	Iteration 9Q: 3 clusters Score -2587351 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2587944.500000 Penalty: 4915.934082
	Iteration 10Q: 3 clusters Score -2587944 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2588591.000000 Penalty: 4915.934082
	Iteration 11Q: 3 clusters Score -2588591 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2589145.750000 Penalty: 4915.934082
	Iteration 12Q: 3 clusters Score -2589146 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2589590.250000 Penalty: 4915.934082
	Iteration 13Q: 3 clusters Score -2589590 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2589925.750000 Penalty: 4915.934082
	Iteration 14Q: 3 clusters Score -2589926 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2590119.500000 Penalty: 4915.934082
	Iteration 15Q: 3 clusters Score -2590120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2590263.750000 Penalty: 4915.934082
	Iteration 16Q: 3 clusters Score -2590264 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2590368.500000 Penalty: 4915.934082
	Iteration 17Q: 3 clusters Score -2590368 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2590425.750000 Penalty: 4915.934082
	Iteration 18Q: 3 clusters Score -2590426 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2590471.000000 Penalty: 4915.934082
	Iteration 19Q: 3 clusters Score -2590471 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2590488.500000 Penalty: 4915.934082
	Iteration 20F: 3 clusters Score -2590488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2590505.250000 Penalty: 4915.934082
	Iteration 21Q: 3 clusters Score -2590505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2590519.250000 Penalty: 4915.934082
	Iteration 22Q: 3 clusters Score -2590519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2590522.500000 Penalty: 4915.934082
	Iteration 23Q: 3 clusters Score -2590522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2590530.750000 Penalty: 4915.934082
	Iteration 24Q: 3 clusters Score -2590531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2590538.250000 Penalty: 4915.934082
	Iteration 25Q: 3 clusters Score -2590538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2590535.500000 Penalty: 4915.934082
	Iteration 26Q: 3 clusters Score -2590536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2590542.000000 Penalty: 4915.934082
	Iteration 27Q: 3 clusters Score -2590542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2590547.500000 Penalty: 4915.934082
	Iteration 28Q: 3 clusters Score -2590548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2590551.000000 Penalty: 4915.934082
	Iteration 29Q: 3 clusters Score -2590551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2590551.250000 Penalty: 4915.934082
	Iteration 30Q: 3 clusters Score -2590551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2590550.750000 Penalty: 4915.934082
	Iteration 31Q: 3 clusters Score -2590551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2590551.250000 Penalty: 4915.934082
	Iteration 32Q: 3 clusters Score -2590551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2590560.250000 Penalty: 4915.934082
	Iteration 33Q: 3 clusters Score -2590560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2590563.250000 Penalty: 4915.934082
	Iteration 34Q: 3 clusters Score -2590563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2590561.250000 Penalty: 4915.934082
	Iteration 35Q: 3 clusters Score -2590561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2590563.750000 Penalty: 4915.934082
	Iteration 36Q: 3 clusters Score -2590564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2590568.500000 Penalty: 4915.934082
	Iteration 37Q: 3 clusters Score -2590568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2590566.750000 Penalty: 4915.934082
	Iteration 38Q: 3 clusters Score -2590567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2590572.000000 Penalty: 4915.934082
	Iteration 39Q: 3 clusters Score -2590572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2590568.000000 Penalty: 4915.934082
	Iteration 40F: 3 clusters Score -2590568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2590569.000000 Penalty: 4915.934082
	Iteration 41Q: 3 clusters Score -2590569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2590569.000000 Penalty: 4915.934082
	Iteration 42Q: 3 clusters Score -2590569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2590571.500000 Penalty: 4915.934082
	Iteration 43Q: 3 clusters Score -2590572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2590571.500000 Penalty: 4915.934082
	Iteration 44F: 3 clusters Score -2590572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Entering Unmasked Estep 
Score: -2104764.500000 Penalty: 2402.993408
	Iteration 0F: 2 clusters Score -2104764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2093167.125000 Penalty: 4805.986816
	Iteration 0F: 3 clusters Score -2093167 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2096910.500000 Penalty: 4805.986816
	Iteration 1F: 3 clusters Score -2096910 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2097276.750000 Penalty: 4805.986816
	Iteration 2F: 3 clusters Score -2097277 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2097578.500000 Penalty: 4805.986816
	Iteration 3Q: 3 clusters Score -2097578 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2097900.500000 Penalty: 4805.986816
	Iteration 4Q: 3 clusters Score -2097900 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2098258.250000 Penalty: 4805.986816
	Iteration 5Q: 3 clusters Score -2098258 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2098645.000000 Penalty: 4805.986816
	Iteration 6Q: 3 clusters Score -2098645 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2099122.250000 Penalty: 4805.986816
	Iteration 7Q: 3 clusters Score -2099122 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2099695.500000 Penalty: 4805.986816
	Iteration 8F: 3 clusters Score -2099696 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2100355.750000 Penalty: 4805.986816
	Iteration 9F: 3 clusters Score -2100356 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2101033.500000 Penalty: 4805.986816
	Iteration 10F: 3 clusters Score -2101034 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2101620.000000 Penalty: 4805.986816
	Iteration 11Q: 3 clusters Score -2101620 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2101996.250000 Penalty: 4805.986816
	Iteration 12Q: 3 clusters Score -2101996 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2102260.250000 Penalty: 4805.986816
	Iteration 13Q: 3 clusters Score -2102260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2102422.250000 Penalty: 4805.986816
	Iteration 14Q: 3 clusters Score -2102422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2102499.250000 Penalty: 4805.986816
	Iteration 15Q: 3 clusters Score -2102499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2102548.500000 Penalty: 4805.986816
	Iteration 16Q: 3 clusters Score -2102548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2102578.750000 Penalty: 4805.986816
	Iteration 17Q: 3 clusters Score -2102579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2102599.500000 Penalty: 4805.986816
	Iteration 18Q: 3 clusters Score -2102600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2102613.250000 Penalty: 4805.986816
	Iteration 19Q: 3 clusters Score -2102613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2102620.750000 Penalty: 4805.986816
	Iteration 20F: 3 clusters Score -2102621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2102636.000000 Penalty: 4805.986816
	Iteration 21Q: 3 clusters Score -2102636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2102644.500000 Penalty: 4805.986816
	Iteration 22Q: 3 clusters Score -2102644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2102644.250000 Penalty: 4805.986816
	Iteration 23Q: 3 clusters Score -2102644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2102645.500000 Penalty: 4805.986816
	Iteration 24Q: 3 clusters Score -2102646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2102648.000000 Penalty: 4805.986816
	Iteration 25Q: 3 clusters Score -2102648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2102648.000000 Penalty: 4805.986816
	Iteration 26F: 3 clusters Score -2102648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -61427.062500 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -61427.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59958.777344 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59958.78 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60365.925781 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -60365.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60678.324219 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -60678.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60988.406250 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -60988.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61265.113281 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -61265.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -61538.914062 Penalty: 3158.620605
	Iteration 5F: 3 clusters Score -61538.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61771.242188 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -61771.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61859.722656 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61859.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61942.820312 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61942.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -62021.187500 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -62021.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62046.492188 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -62046.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62046.492188 Penalty: 3158.620605
	Iteration 11F: 3 clusters Score -62046.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61446 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182304 members 
Mstep: Class 6 contains 195483 members 
Mstep: Class 7 contains 39092 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12296 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32033 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149785 members 
Mstep: Class 23 contains 178006 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 437 members 
Entering Unmasked Estep 
Score: -166461632.000000 Penalty: 87361.351562
Splitting cluster 12 changes total score from -166462800.000000 to -166461632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -58148.417969 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -58148.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56678.425781 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -56678.43 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57133.167969 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -57133.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57533.355469 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -57533.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57757.125000 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -57757.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57881.324219 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -57881.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57959.316406 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -57959.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58003.363281 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -58003.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58011.242188 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -58011.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58012.984375 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -58012.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58012.984375 Penalty: 3168.726318
	Iteration 9F: 3 clusters Score -58012.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Entering Unmasked Estep 
Score: -4116238.250000 Penalty: 2572.881592
	Iteration 0F: 2 clusters Score -4116238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4094343.500000 Penalty: 5145.763184
	Iteration 0F: 3 clusters Score -4094344 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4102324.250000 Penalty: 5145.763184
	Iteration 1F: 3 clusters Score -4102324 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4102981.750000 Penalty: 5145.763184
	Iteration 2Q: 3 clusters Score -4102982 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4103710.250000 Penalty: 5145.763184
	Iteration 3Q: 3 clusters Score -4103710 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4104689.000000 Penalty: 5145.763184
	Iteration 4Q: 3 clusters Score -4104689 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4105847.500000 Penalty: 5145.763184
	Iteration 5F: 3 clusters Score -4105848 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4107172.000000 Penalty: 5145.763184
	Iteration 6F: 3 clusters Score -4107172 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4108635.250000 Penalty: 5145.763184
	Iteration 7F: 3 clusters Score -4108635 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -4110088.000000 Penalty: 5145.763184
	Iteration 8F: 3 clusters Score -4110088 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -4111335.500000 Penalty: 5145.763184
	Iteration 9F: 3 clusters Score -4111336 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4112210.000000 Penalty: 5145.763184
	Iteration 10Q: 3 clusters Score -4112210 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4112780.750000 Penalty: 5145.763184
	Iteration 11Q: 3 clusters Score -4112781 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4113118.000000 Penalty: 5145.763184
	Iteration 12Q: 3 clusters Score -4113118 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4113418.500000 Penalty: 5145.763184
	Iteration 13Q: 3 clusters Score -4113418 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4113743.750000 Penalty: 5145.763184
	Iteration 14Q: 3 clusters Score -4113744 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4114035.500000 Penalty: 5145.763184
	Iteration 15Q: 3 clusters Score -4114036 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4114239.500000 Penalty: 5145.763184
	Iteration 16Q: 3 clusters Score -4114240 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4114355.000000 Penalty: 5145.763184
	Iteration 17Q: 3 clusters Score -4114355 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4114421.500000 Penalty: 5145.763184
	Iteration 18Q: 3 clusters Score -4114422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4114466.250000 Penalty: 5145.763184
	Iteration 19Q: 3 clusters Score -4114466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4114496.000000 Penalty: 5145.763184
	Iteration 20F: 3 clusters Score -4114496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4114524.000000 Penalty: 5145.763184
	Iteration 21Q: 3 clusters Score -4114524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4114547.750000 Penalty: 5145.763184
	Iteration 22Q: 3 clusters Score -4114548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4114557.750000 Penalty: 5145.763184
	Iteration 23Q: 3 clusters Score -4114558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4114566.750000 Penalty: 5145.763184
	Iteration 24Q: 3 clusters Score -4114567 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4114579.500000 Penalty: 5145.763184
	Iteration 25Q: 3 clusters Score -4114580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4114595.250000 Penalty: 5145.763184
	Iteration 26Q: 3 clusters Score -4114595 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4114614.500000 Penalty: 5145.763184
	Iteration 27Q: 3 clusters Score -4114614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4114627.250000 Penalty: 5145.763184
	Iteration 28Q: 3 clusters Score -4114627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4114622.500000 Penalty: 5145.763184
	Iteration 29Q: 3 clusters Score -4114622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4114619.750000 Penalty: 5145.763184
	Iteration 30Q: 3 clusters Score -4114620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4114617.000000 Penalty: 5145.763184
	Iteration 31Q: 3 clusters Score -4114617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4114621.500000 Penalty: 5145.763184
	Iteration 32Q: 3 clusters Score -4114622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4114634.000000 Penalty: 5145.763184
	Iteration 33Q: 3 clusters Score -4114634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4114646.750000 Penalty: 5145.763184
	Iteration 34Q: 3 clusters Score -4114647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4114648.250000 Penalty: 5145.763184
	Iteration 35Q: 3 clusters Score -4114648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4114659.000000 Penalty: 5145.763184
	Iteration 36Q: 3 clusters Score -4114659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4114656.500000 Penalty: 5145.763184
	Iteration 37Q: 3 clusters Score -4114656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4114673.750000 Penalty: 5145.763184
	Iteration 38Q: 3 clusters Score -4114674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4114677.500000 Penalty: 5145.763184
	Iteration 39Q: 3 clusters Score -4114678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4114670.500000 Penalty: 5145.763184
	Iteration 40F: 3 clusters Score -4114670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4114667.250000 Penalty: 5145.763184
	Iteration 41Q: 3 clusters Score -4114667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4114665.750000 Penalty: 5145.763184
	Iteration 42Q: 3 clusters Score -4114666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4114683.000000 Penalty: 5145.763184
	Iteration 43Q: 3 clusters Score -4114683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4114683.750000 Penalty: 5145.763184
	Iteration 44Q: 3 clusters Score -4114684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4114672.750000 Penalty: 5145.763184
	Iteration 45Q: 3 clusters Score -4114673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4114681.500000 Penalty: 5145.763184
	Iteration 46Q: 3 clusters Score -4114682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4114686.500000 Penalty: 5145.763184
	Iteration 47Q: 3 clusters Score -4114686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4114681.250000 Penalty: 5145.763184
	Iteration 48Q: 3 clusters Score -4114681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4114695.000000 Penalty: 5145.763184
	Iteration 49Q: 3 clusters Score -4114695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4114695.750000 Penalty: 5145.763184
	Iteration 50Q: 3 clusters Score -4114696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4114691.500000 Penalty: 5145.763184
	Iteration 51Q: 3 clusters Score -4114692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4114688.750000 Penalty: 5145.763184
	Iteration 52Q: 3 clusters Score -4114689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4114688.000000 Penalty: 5145.763184
	Iteration 53Q: 3 clusters Score -4114688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4114687.500000 Penalty: 5145.763184
	Iteration 54Q: 3 clusters Score -4114688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4114688.500000 Penalty: 5145.763184
	Iteration 55Q: 3 clusters Score -4114688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4114693.000000 Penalty: 5145.763184
	Iteration 56Q: 3 clusters Score -4114693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4114692.000000 Penalty: 5145.763184
	Iteration 57Q: 3 clusters Score -4114692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4114686.000000 Penalty: 5145.763184
	Iteration 58Q: 3 clusters Score -4114686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4114695.500000 Penalty: 5145.763184
	Iteration 59Q: 3 clusters Score -4114696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4114700.750000 Penalty: 5145.763184
	Iteration 60F: 3 clusters Score -4114701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4114695.000000 Penalty: 5145.763184
	Iteration 61Q: 3 clusters Score -4114695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4114689.500000 Penalty: 5145.763184
	Iteration 62Q: 3 clusters Score -4114690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4114696.750000 Penalty: 5145.763184
	Iteration 63Q: 3 clusters Score -4114697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4114697.250000 Penalty: 5145.763184
	Iteration 64Q: 3 clusters Score -4114697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4114703.000000 Penalty: 5145.763184
	Iteration 65Q: 3 clusters Score -4114703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4114698.500000 Penalty: 5145.763184
	Iteration 66Q: 3 clusters Score -4114698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4114706.750000 Penalty: 5145.763184
	Iteration 67Q: 3 clusters Score -4114707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4114704.750000 Penalty: 5145.763184
	Iteration 68Q: 3 clusters Score -4114705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4114701.250000 Penalty: 5145.763184
	Iteration 69Q: 3 clusters Score -4114701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4114703.750000 Penalty: 5145.763184
	Iteration 70Q: 3 clusters Score -4114704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4114693.750000 Penalty: 5145.763184
	Iteration 71Q: 3 clusters Score -4114694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4114692.500000 Penalty: 5145.763184
	Iteration 72Q: 3 clusters Score -4114692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4114706.000000 Penalty: 5145.763184
	Iteration 73Q: 3 clusters Score -4114706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4114706.500000 Penalty: 5145.763184
	Iteration 74Q: 3 clusters Score -4114706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4114706.750000 Penalty: 5145.763184
	Iteration 75Q: 3 clusters Score -4114707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4114701.250000 Penalty: 5145.763184
	Iteration 76Q: 3 clusters Score -4114701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4114703.000000 Penalty: 5145.763184
	Iteration 77Q: 3 clusters Score -4114703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4114703.250000 Penalty: 5145.763184
	Iteration 78Q: 3 clusters Score -4114703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4114705.250000 Penalty: 5145.763184
	Iteration 79Q: 3 clusters Score -4114705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4114705.250000 Penalty: 5145.763184
	Iteration 80F: 3 clusters Score -4114705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -69340.101562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -69340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67730.007812 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -67730.01 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67922.250000 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -67922.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68000.414062 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -68000.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68047.367188 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -68047.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68058.656250 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -68058.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68069.406250 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -68069.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68078.242188 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -68078.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68081.992188 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -68081.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68085.906250 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -68085.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68088.906250 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -68088.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68090.085938 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -68090.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68090.085938 Penalty: 3154.348633
	Iteration 11F: 3 clusters Score -68090.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (71695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Entering Unmasked Estep 
Score: -8966530.000000 Penalty: 2772.683838
	Iteration 0F: 2 clusters Score -8966530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -8918557.000000 Penalty: 5545.367676
	Iteration 0F: 3 clusters Score -8918557 nChanged 33509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8937073.000000 Penalty: 5545.367676
	Iteration 1F: 3 clusters Score -8937073 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8937625.000000 Penalty: 5545.367676
	Iteration 2Q: 3 clusters Score -8937625 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8938208.000000 Penalty: 5545.367676
	Iteration 3Q: 3 clusters Score -8938208 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -8939109.000000 Penalty: 5545.367676
	Iteration 4Q: 3 clusters Score -8939109 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8940455.000000 Penalty: 5545.367676
	Iteration 5Q: 3 clusters Score -8940455 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -8942728.000000 Penalty: 5545.367676
	Iteration 6F: 3 clusters Score -8942728 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -8946237.000000 Penalty: 5545.367676
	Iteration 7F: 3 clusters Score -8946237 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -8951004.000000 Penalty: 5545.367676
	Iteration 8F: 3 clusters Score -8951004 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8955945.000000 Penalty: 5545.367676
	Iteration 9F: 3 clusters Score -8955945 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -8959990.000000 Penalty: 5545.367676
	Iteration 10F: 3 clusters Score -8959990 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8962509.000000 Penalty: 5545.367676
	Iteration 11Q: 3 clusters Score -8962509 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -8963574.000000 Penalty: 5545.367676
	Iteration 12Q: 3 clusters Score -8963574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -8963865.000000 Penalty: 5545.367676
	Iteration 13Q: 3 clusters Score -8963865 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -8963966.000000 Penalty: 5545.367676
	Iteration 14Q: 3 clusters Score -8963966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -8964014.000000 Penalty: 5545.367676
	Iteration 15Q: 3 clusters Score -8964014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -8964052.000000 Penalty: 5545.367676
	Iteration 16Q: 3 clusters Score -8964052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -8964072.000000 Penalty: 5545.367676
	Iteration 17Q: 3 clusters Score -8964072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -8964084.000000 Penalty: 5545.367676
	Iteration 18Q: 3 clusters Score -8964084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -8964090.000000 Penalty: 5545.367676
	Iteration 19Q: 3 clusters Score -8964090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -8964105.000000 Penalty: 5545.367676
	Iteration 20F: 3 clusters Score -8964105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -8964114.000000 Penalty: 5545.367676
	Iteration 21Q: 3 clusters Score -8964114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -8964117.000000 Penalty: 5545.367676
	Iteration 22Q: 3 clusters Score -8964117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -8964116.000000 Penalty: 5545.367676
	Iteration 23Q: 3 clusters Score -8964116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -8964116.000000 Penalty: 5545.367676
	Iteration 24F: 3 clusters Score -8964116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166485 members 
Entering Unmasked Estep 
Score: -21641566.000000 Penalty: 2981.619629
	Iteration 0F: 2 clusters Score -2.164157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -21531184.000000 Penalty: 5963.239258
	Iteration 0F: 3 clusters Score -2.153118e+07 nChanged 79842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -21577782.000000 Penalty: 5963.239258
	Iteration 1F: 3 clusters Score -2.157778e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -21578626.000000 Penalty: 5963.239258
	Iteration 2Q: 3 clusters Score -2.157863e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -21579856.000000 Penalty: 5963.239258
	Iteration 3Q: 3 clusters Score -2.157986e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -21582008.000000 Penalty: 5963.239258
	Iteration 4Q: 3 clusters Score -2.158201e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -21586158.000000 Penalty: 5963.239258
	Iteration 5Q: 3 clusters Score -2.158616e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -21593848.000000 Penalty: 5963.239258
	Iteration 6F: 3 clusters Score -2.159385e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -21605742.000000 Penalty: 5963.239258
	Iteration 7F: 3 clusters Score -2.160574e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 146419 members 
Entering Unmasked Estep 
Score: -21619652.000000 Penalty: 5963.239258
	Iteration 8F: 3 clusters Score -2.161965e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -21630476.000000 Penalty: 5963.239258
	Iteration 9F: 3 clusters Score -2.163048e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -21636340.000000 Penalty: 5963.239258
	Iteration 10Q: 3 clusters Score -2.163634e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 165549 members 
Entering Unmasked Estep 
Score: -21638162.000000 Penalty: 5963.239258
	Iteration 11Q: 3 clusters Score -2.163816e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -21638660.000000 Penalty: 5963.239258
	Iteration 12Q: 3 clusters Score -2.163866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -21638794.000000 Penalty: 5963.239258
	Iteration 13Q: 3 clusters Score -2.163879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -21638852.000000 Penalty: 5963.239258
	Iteration 14Q: 3 clusters Score -2.163885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -21638880.000000 Penalty: 5963.239258
	Iteration 15Q: 3 clusters Score -2.163888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166259 members 
Entering Unmasked Estep 
Score: -21638900.000000 Penalty: 5963.239258
	Iteration 16Q: 3 clusters Score -2.16389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -21638902.000000 Penalty: 5963.239258
	Iteration 17Q: 3 clusters Score -2.16389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -21638912.000000 Penalty: 5963.239258
	Iteration 18Q: 3 clusters Score -2.163891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -21638918.000000 Penalty: 5963.239258
	Iteration 19Q: 3 clusters Score -2.163892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -21638912.000000 Penalty: 5963.239258
	Iteration 20F: 3 clusters Score -2.163891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Entering Unmasked Estep 
Score: -1432006.750000 Penalty: 2320.715820
	Iteration 0F: 2 clusters Score -1432007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1423354.625000 Penalty: 4641.431641
	Iteration 0F: 3 clusters Score -1423355 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1425964.750000 Penalty: 4641.431641
	Iteration 1F: 3 clusters Score -1425965 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1426262.125000 Penalty: 4641.431641
	Iteration 2F: 3 clusters Score -1426262 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1426474.000000 Penalty: 4641.431641
	Iteration 3Q: 3 clusters Score -1426474 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1426646.750000 Penalty: 4641.431641
	Iteration 4Q: 3 clusters Score -1426647 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1426795.000000 Penalty: 4641.431641
	Iteration 5Q: 3 clusters Score -1426795 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1426920.250000 Penalty: 4641.431641
	Iteration 6Q: 3 clusters Score -1426920 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1427049.125000 Penalty: 4641.431641
	Iteration 7Q: 3 clusters Score -1427049 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1427203.500000 Penalty: 4641.431641
	Iteration 8Q: 3 clusters Score -1427204 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1427412.875000 Penalty: 4641.431641
	Iteration 9Q: 3 clusters Score -1427413 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1427701.000000 Penalty: 4641.431641
	Iteration 10Q: 3 clusters Score -1427701 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1428007.375000 Penalty: 4641.431641
	Iteration 11Q: 3 clusters Score -1428007 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1428279.375000 Penalty: 4641.431641
	Iteration 12Q: 3 clusters Score -1428279 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1428538.750000 Penalty: 4641.431641
	Iteration 13Q: 3 clusters Score -1428539 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1428814.125000 Penalty: 4641.431641
	Iteration 14Q: 3 clusters Score -1428814 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1429044.250000 Penalty: 4641.431641
	Iteration 15Q: 3 clusters Score -1429044 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1429237.625000 Penalty: 4641.431641
	Iteration 16Q: 3 clusters Score -1429238 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1429385.375000 Penalty: 4641.431641
	Iteration 17Q: 3 clusters Score -1429385 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1429486.875000 Penalty: 4641.431641
	Iteration 18Q: 3 clusters Score -1429487 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1429570.375000 Penalty: 4641.431641
	Iteration 19Q: 3 clusters Score -1429570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1429624.375000 Penalty: 4641.431641
	Iteration 20F: 3 clusters Score -1429624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1429692.750000 Penalty: 4641.431641
	Iteration 21Q: 3 clusters Score -1429693 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1429745.625000 Penalty: 4641.431641
	Iteration 22Q: 3 clusters Score -1429746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1429794.750000 Penalty: 4641.431641
	Iteration 23Q: 3 clusters Score -1429795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1429847.125000 Penalty: 4641.431641
	Iteration 24Q: 3 clusters Score -1429847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1429905.375000 Penalty: 4641.431641
	Iteration 25Q: 3 clusters Score -1429905 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1429959.500000 Penalty: 4641.431641
	Iteration 26Q: 3 clusters Score -1429960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1430018.750000 Penalty: 4641.431641
	Iteration 27Q: 3 clusters Score -1430019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1430075.625000 Penalty: 4641.431641
	Iteration 28Q: 3 clusters Score -1430076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1430126.500000 Penalty: 4641.431641
	Iteration 29Q: 3 clusters Score -1430126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1430173.250000 Penalty: 4641.431641
	Iteration 30Q: 3 clusters Score -1430173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1430216.750000 Penalty: 4641.431641
	Iteration 31Q: 3 clusters Score -1430217 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1430267.500000 Penalty: 4641.431641
	Iteration 32Q: 3 clusters Score -1430268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1430315.875000 Penalty: 4641.431641
	Iteration 33Q: 3 clusters Score -1430316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1430363.000000 Penalty: 4641.431641
	Iteration 34Q: 3 clusters Score -1430363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1430408.250000 Penalty: 4641.431641
	Iteration 35Q: 3 clusters Score -1430408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1430446.625000 Penalty: 4641.431641
	Iteration 36Q: 3 clusters Score -1430447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1430492.875000 Penalty: 4641.431641
	Iteration 37Q: 3 clusters Score -1430493 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1430538.375000 Penalty: 4641.431641
	Iteration 38Q: 3 clusters Score -1430538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1430589.000000 Penalty: 4641.431641
	Iteration 39Q: 3 clusters Score -1430589 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1430651.875000 Penalty: 4641.431641
	Iteration 40F: 3 clusters Score -1430652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1430705.500000 Penalty: 4641.431641
	Iteration 41Q: 3 clusters Score -1430706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1430758.125000 Penalty: 4641.431641
	Iteration 42Q: 3 clusters Score -1430758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1430803.500000 Penalty: 4641.431641
	Iteration 43Q: 3 clusters Score -1430804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1430838.250000 Penalty: 4641.431641
	Iteration 44Q: 3 clusters Score -1430838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1430874.125000 Penalty: 4641.431641
	Iteration 45Q: 3 clusters Score -1430874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1430912.625000 Penalty: 4641.431641
	Iteration 46Q: 3 clusters Score -1430913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1430943.625000 Penalty: 4641.431641
	Iteration 47Q: 3 clusters Score -1430944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1430973.500000 Penalty: 4641.431641
	Iteration 48Q: 3 clusters Score -1430974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1431004.000000 Penalty: 4641.431641
	Iteration 49Q: 3 clusters Score -1431004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1431036.250000 Penalty: 4641.431641
	Iteration 50Q: 3 clusters Score -1431036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1431059.000000 Penalty: 4641.431641
	Iteration 51Q: 3 clusters Score -1431059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1431073.750000 Penalty: 4641.431641
	Iteration 52Q: 3 clusters Score -1431074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1431092.125000 Penalty: 4641.431641
	Iteration 53Q: 3 clusters Score -1431092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1431122.375000 Penalty: 4641.431641
	Iteration 54Q: 3 clusters Score -1431122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1431167.750000 Penalty: 4641.431641
	Iteration 55Q: 3 clusters Score -1431168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1431198.375000 Penalty: 4641.431641
	Iteration 56Q: 3 clusters Score -1431198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1431224.625000 Penalty: 4641.431641
	Iteration 57Q: 3 clusters Score -1431225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1431242.500000 Penalty: 4641.431641
	Iteration 58Q: 3 clusters Score -1431242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1431247.625000 Penalty: 4641.431641
	Iteration 59Q: 3 clusters Score -1431248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1431257.000000 Penalty: 4641.431641
	Iteration 60F: 3 clusters Score -1431257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1431261.500000 Penalty: 4641.431641
	Iteration 61Q: 3 clusters Score -1431262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1431267.500000 Penalty: 4641.431641
	Iteration 62Q: 3 clusters Score -1431268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1431273.375000 Penalty: 4641.431641
	Iteration 63Q: 3 clusters Score -1431273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1431276.875000 Penalty: 4641.431641
	Iteration 64Q: 3 clusters Score -1431277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1431279.500000 Penalty: 4641.431641
	Iteration 65Q: 3 clusters Score -1431280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1431283.375000 Penalty: 4641.431641
	Iteration 66Q: 3 clusters Score -1431283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1431283.000000 Penalty: 4641.431641
	Iteration 67Q: 3 clusters Score -1431283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1431283.750000 Penalty: 4641.431641
	Iteration 68Q: 3 clusters Score -1431284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1431283.500000 Penalty: 4641.431641
	Iteration 69Q: 3 clusters Score -1431284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1431282.000000 Penalty: 4641.431641
	Iteration 70Q: 3 clusters Score -1431282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1431283.750000 Penalty: 4641.431641
	Iteration 71Q: 3 clusters Score -1431284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1431283.750000 Penalty: 4641.431641
	Iteration 72F: 3 clusters Score -1431284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -1008047.000000 Penalty: 2237.505859
	Iteration 0F: 2 clusters Score -1008047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1001496.312500 Penalty: 4475.011719
	Iteration 0F: 3 clusters Score -1001496 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1003491.375000 Penalty: 4475.011719
	Iteration 1F: 3 clusters Score -1003491 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1003798.312500 Penalty: 4475.011719
	Iteration 2F: 3 clusters Score -1003798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1004012.625000 Penalty: 4475.011719
	Iteration 3F: 3 clusters Score -1004013 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1004216.875000 Penalty: 4475.011719
	Iteration 4Q: 3 clusters Score -1004217 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1004395.937500 Penalty: 4475.011719
	Iteration 5Q: 3 clusters Score -1004396 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1004592.812500 Penalty: 4475.011719
	Iteration 6Q: 3 clusters Score -1004593 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1004780.500000 Penalty: 4475.011719
	Iteration 7Q: 3 clusters Score -1004780 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1004936.625000 Penalty: 4475.011719
	Iteration 8Q: 3 clusters Score -1004937 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1005119.125000 Penalty: 4475.011719
	Iteration 9Q: 3 clusters Score -1005119 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1005266.125000 Penalty: 4475.011719
	Iteration 10Q: 3 clusters Score -1005266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1005410.687500 Penalty: 4475.011719
	Iteration 11Q: 3 clusters Score -1005411 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1005548.625000 Penalty: 4475.011719
	Iteration 12Q: 3 clusters Score -1005549 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1005678.812500 Penalty: 4475.011719
	Iteration 13Q: 3 clusters Score -1005679 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1005805.062500 Penalty: 4475.011719
	Iteration 14Q: 3 clusters Score -1005805 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1005917.000000 Penalty: 4475.011719
	Iteration 15Q: 3 clusters Score -1005917 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1006032.687500 Penalty: 4475.011719
	Iteration 16Q: 3 clusters Score -1006033 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1006171.437500 Penalty: 4475.011719
	Iteration 17Q: 3 clusters Score -1006171 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1006322.687500 Penalty: 4475.011719
	Iteration 18Q: 3 clusters Score -1006323 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1006463.500000 Penalty: 4475.011719
	Iteration 19Q: 3 clusters Score -1006464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1006576.000000 Penalty: 4475.011719
	Iteration 20F: 3 clusters Score -1006576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1006668.625000 Penalty: 4475.011719
	Iteration 21Q: 3 clusters Score -1006669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1006754.500000 Penalty: 4475.011719
	Iteration 22Q: 3 clusters Score -1006754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1006828.812500 Penalty: 4475.011719
	Iteration 23Q: 3 clusters Score -1006829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1006893.312500 Penalty: 4475.011719
	Iteration 24Q: 3 clusters Score -1006893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1006948.812500 Penalty: 4475.011719
	Iteration 25Q: 3 clusters Score -1006949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1006979.375000 Penalty: 4475.011719
	Iteration 26Q: 3 clusters Score -1006979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1007001.500000 Penalty: 4475.011719
	Iteration 27Q: 3 clusters Score -1007002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1007015.562500 Penalty: 4475.011719
	Iteration 28Q: 3 clusters Score -1007016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1007027.062500 Penalty: 4475.011719
	Iteration 29Q: 3 clusters Score -1007027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1007041.687500 Penalty: 4475.011719
	Iteration 30Q: 3 clusters Score -1007042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1007046.062500 Penalty: 4475.011719
	Iteration 31Q: 3 clusters Score -1007046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1007048.562500 Penalty: 4475.011719
	Iteration 32Q: 3 clusters Score -1007049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1007056.500000 Penalty: 4475.011719
	Iteration 33Q: 3 clusters Score -1007056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1007064.437500 Penalty: 4475.011719
	Iteration 34Q: 3 clusters Score -1007064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1007068.687500 Penalty: 4475.011719
	Iteration 35Q: 3 clusters Score -1007069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1007070.937500 Penalty: 4475.011719
	Iteration 36Q: 3 clusters Score -1007071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1007070.937500 Penalty: 4475.011719
	Iteration 37F: 3 clusters Score -1007071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Entering Unmasked Estep 
Score: -20590078.000000 Penalty: 2969.657227
	Iteration 0F: 2 clusters Score -2.059008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -20485476.000000 Penalty: 5939.314453
	Iteration 0F: 3 clusters Score -2.048548e+07 nChanged 75829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -20529240.000000 Penalty: 5939.314453
	Iteration 1F: 3 clusters Score -2.052924e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -20530070.000000 Penalty: 5939.314453
	Iteration 2Q: 3 clusters Score -2.053007e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -20531234.000000 Penalty: 5939.314453
	Iteration 3Q: 3 clusters Score -2.053123e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -20533252.000000 Penalty: 5939.314453
	Iteration 4Q: 3 clusters Score -2.053325e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -20536868.000000 Penalty: 5939.314453
	Iteration 5Q: 3 clusters Score -2.053687e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -20543744.000000 Penalty: 5939.314453
	Iteration 6F: 3 clusters Score -2.054374e+07 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -20554076.000000 Penalty: 5939.314453
	Iteration 7F: 3 clusters Score -2.055408e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -20566610.000000 Penalty: 5939.314453
	Iteration 8F: 3 clusters Score -2.056661e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -20577316.000000 Penalty: 5939.314453
	Iteration 9F: 3 clusters Score -2.057732e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -20583450.000000 Penalty: 5939.314453
	Iteration 10Q: 3 clusters Score -2.058345e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -20586082.000000 Penalty: 5939.314453
	Iteration 11Q: 3 clusters Score -2.058608e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157914 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -20586962.000000 Penalty: 5939.314453
	Iteration 12Q: 3 clusters Score -2.058696e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20587256.000000 Penalty: 5939.314453
	Iteration 13Q: 3 clusters Score -2.058726e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20587368.000000 Penalty: 5939.314453
	Iteration 14Q: 3 clusters Score -2.058737e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20587410.000000 Penalty: 5939.314453
	Iteration 15Q: 3 clusters Score -2.058741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20587450.000000 Penalty: 5939.314453
	Iteration 16Q: 3 clusters Score -2.058745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20587444.000000 Penalty: 5939.314453
	Iteration 17Q: 3 clusters Score -2.058744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20587482.000000 Penalty: 5939.314453
	Iteration 18Q: 3 clusters Score -2.058748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20587506.000000 Penalty: 5939.314453
	Iteration 19Q: 3 clusters Score -2.058751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20587510.000000 Penalty: 5939.314453
	Iteration 20F: 3 clusters Score -2.058751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20587514.000000 Penalty: 5939.314453
	Iteration 21Q: 3 clusters Score -2.058751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20587516.000000 Penalty: 5939.314453
	Iteration 22Q: 3 clusters Score -2.058752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20587516.000000 Penalty: 5939.314453
	Iteration 23F: 3 clusters Score -2.058752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -539961.875000 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -539961.9 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 2173 members 
Entering Unmasked Estep 
Score: -535881.812500 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -535881.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -536762.375000 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -536762.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -536962.125000 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -536962.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -537100.875000 Penalty: 4149.257812
	Iteration 3F: 3 clusters Score -537100.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -537182.187500 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -537182.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -537239.750000 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -537239.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -537306.062500 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -537306.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -537373.062500 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -537373.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -537447.937500 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -537447.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -537530.500000 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -537530.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -537614.375000 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -537614.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -537683.312500 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -537683.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -537746.312500 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -537746.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -537810.187500 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -537810.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -537866.312500 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -537866.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -537915.125000 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -537915.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -537951.375000 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -537951.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -537985.750000 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -537985.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -538016.687500 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -538016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -538036.312500 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -538036.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -538058.875000 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -538058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -538077.062500 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -538077.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -538093.312500 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -538093.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -538106.562500 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -538106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -538115.500000 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -538115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -538119.812500 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -538119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -538124.437500 Penalty: 4149.257812
	Iteration 26Q: 3 clusters Score -538124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -538127.062500 Penalty: 4149.257812
	Iteration 27Q: 3 clusters Score -538127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -538130.500000 Penalty: 4149.257812
	Iteration 28Q: 3 clusters Score -538130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -538134.000000 Penalty: 4149.257812
	Iteration 29Q: 3 clusters Score -538134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -538135.500000 Penalty: 4149.257812
	Iteration 30Q: 3 clusters Score -538135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -538136.687500 Penalty: 4149.257812
	Iteration 31Q: 3 clusters Score -538136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -538139.937500 Penalty: 4149.257812
	Iteration 32Q: 3 clusters Score -538139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -538140.937500 Penalty: 4149.257812
	Iteration 33Q: 3 clusters Score -538140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -538142.000000 Penalty: 4149.257812
	Iteration 34Q: 3 clusters Score -538142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -538143.687500 Penalty: 4149.257812
	Iteration 35Q: 3 clusters Score -538143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -538145.562500 Penalty: 4149.257812
	Iteration 36Q: 3 clusters Score -538145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -538147.000000 Penalty: 4149.257812
	Iteration 37Q: 3 clusters Score -538147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -538148.250000 Penalty: 4149.257812
	Iteration 38Q: 3 clusters Score -538148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -538148.312500 Penalty: 4149.257812
	Iteration 39Q: 3 clusters Score -538148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -538150.500000 Penalty: 4149.257812
	Iteration 40F: 3 clusters Score -538150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -538153.375000 Penalty: 4149.257812
	Iteration 41Q: 3 clusters Score -538153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -538155.875000 Penalty: 4149.257812
	Iteration 42Q: 3 clusters Score -538155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -538158.062500 Penalty: 4149.257812
	Iteration 43Q: 3 clusters Score -538158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -538160.187500 Penalty: 4149.257812
	Iteration 44Q: 3 clusters Score -538160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -538164.750000 Penalty: 4149.257812
	Iteration 45Q: 3 clusters Score -538164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -538168.687500 Penalty: 4149.257812
	Iteration 46Q: 3 clusters Score -538168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -538173.437500 Penalty: 4149.257812
	Iteration 47Q: 3 clusters Score -538173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -538177.000000 Penalty: 4149.257812
	Iteration 48Q: 3 clusters Score -538177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -538178.312500 Penalty: 4149.257812
	Iteration 49Q: 3 clusters Score -538178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -538180.937500 Penalty: 4149.257812
	Iteration 50Q: 3 clusters Score -538180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -538185.687500 Penalty: 4149.257812
	Iteration 51Q: 3 clusters Score -538185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -538189.937500 Penalty: 4149.257812
	Iteration 52Q: 3 clusters Score -538189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -538193.062500 Penalty: 4149.257812
	Iteration 53Q: 3 clusters Score -538193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -538194.562500 Penalty: 4149.257812
	Iteration 54Q: 3 clusters Score -538194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -538195.187500 Penalty: 4149.257812
	Iteration 55Q: 3 clusters Score -538195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -538197.437500 Penalty: 4149.257812
	Iteration 56Q: 3 clusters Score -538197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -538199.687500 Penalty: 4149.257812
	Iteration 57Q: 3 clusters Score -538199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -538201.250000 Penalty: 4149.257812
	Iteration 58Q: 3 clusters Score -538201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -538201.437500 Penalty: 4149.257812
	Iteration 59Q: 3 clusters Score -538201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -538202.062500 Penalty: 4149.257812
	Iteration 60F: 3 clusters Score -538202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (149785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Entering Unmasked Estep 
Score: -19203672.000000 Penalty: 2955.405029
	Iteration 0F: 2 clusters Score -1.920367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -19102832.000000 Penalty: 5910.810059
	Iteration 0F: 3 clusters Score -1.910283e+07 nChanged 71745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -19145170.000000 Penalty: 5910.810059
	Iteration 1F: 3 clusters Score -1.914517e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -19146316.000000 Penalty: 5910.810059
	Iteration 2Q: 3 clusters Score -1.914632e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -19148146.000000 Penalty: 5910.810059
	Iteration 3Q: 3 clusters Score -1.914815e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -19151218.000000 Penalty: 5910.810059
	Iteration 4Q: 3 clusters Score -1.915122e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -19156618.000000 Penalty: 5910.810059
	Iteration 5F: 3 clusters Score -1.915662e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -19164434.000000 Penalty: 5910.810059
	Iteration 6F: 3 clusters Score -1.916443e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -19175476.000000 Penalty: 5910.810059
	Iteration 7F: 3 clusters Score -1.917548e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -19185630.000000 Penalty: 5910.810059
	Iteration 8F: 3 clusters Score -1.918563e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -19190532.000000 Penalty: 5910.810059
	Iteration 9F: 3 clusters Score -1.919053e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -19192700.000000 Penalty: 5910.810059
	Iteration 10Q: 3 clusters Score -1.91927e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -19194040.000000 Penalty: 5910.810059
	Iteration 11Q: 3 clusters Score -1.919404e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -19194968.000000 Penalty: 5910.810059
	Iteration 12Q: 3 clusters Score -1.919497e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -19195784.000000 Penalty: 5910.810059
	Iteration 13Q: 3 clusters Score -1.919578e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -19196346.000000 Penalty: 5910.810059
	Iteration 14Q: 3 clusters Score -1.919635e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -19196782.000000 Penalty: 5910.810059
	Iteration 15Q: 3 clusters Score -1.919678e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -19197154.000000 Penalty: 5910.810059
	Iteration 16Q: 3 clusters Score -1.919715e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -19197482.000000 Penalty: 5910.810059
	Iteration 17Q: 3 clusters Score -1.919748e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -19197846.000000 Penalty: 5910.810059
	Iteration 18Q: 3 clusters Score -1.919785e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -19198104.000000 Penalty: 5910.810059
	Iteration 19Q: 3 clusters Score -1.91981e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -19198362.000000 Penalty: 5910.810059
	Iteration 20F: 3 clusters Score -1.919836e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -19198696.000000 Penalty: 5910.810059
	Iteration 21Q: 3 clusters Score -1.91987e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -19198964.000000 Penalty: 5910.810059
	Iteration 22Q: 3 clusters Score -1.919896e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -19199114.000000 Penalty: 5910.810059
	Iteration 23Q: 3 clusters Score -1.919911e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -19199360.000000 Penalty: 5910.810059
	Iteration 24Q: 3 clusters Score -1.919936e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -19199568.000000 Penalty: 5910.810059
	Iteration 25Q: 3 clusters Score -1.919957e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -19199788.000000 Penalty: 5910.810059
	Iteration 26Q: 3 clusters Score -1.919979e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115604 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -19199898.000000 Penalty: 5910.810059
	Iteration 27Q: 3 clusters Score -1.91999e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -19200130.000000 Penalty: 5910.810059
	Iteration 28Q: 3 clusters Score -1.920013e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -19200282.000000 Penalty: 5910.810059
	Iteration 29Q: 3 clusters Score -1.920028e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -19200436.000000 Penalty: 5910.810059
	Iteration 30Q: 3 clusters Score -1.920044e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119079 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -19200568.000000 Penalty: 5910.810059
	Iteration 31Q: 3 clusters Score -1.920057e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -19200678.000000 Penalty: 5910.810059
	Iteration 32Q: 3 clusters Score -1.920068e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120612 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -19200766.000000 Penalty: 5910.810059
	Iteration 33Q: 3 clusters Score -1.920077e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -19200904.000000 Penalty: 5910.810059
	Iteration 34Q: 3 clusters Score -1.92009e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -19201014.000000 Penalty: 5910.810059
	Iteration 35Q: 3 clusters Score -1.920101e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122703 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -19201150.000000 Penalty: 5910.810059
	Iteration 36Q: 3 clusters Score -1.920115e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -19201180.000000 Penalty: 5910.810059
	Iteration 37Q: 3 clusters Score -1.920118e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -19201250.000000 Penalty: 5910.810059
	Iteration 38Q: 3 clusters Score -1.920125e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -19201308.000000 Penalty: 5910.810059
	Iteration 39Q: 3 clusters Score -1.920131e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -19201394.000000 Penalty: 5910.810059
	Iteration 40F: 3 clusters Score -1.920139e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -19201466.000000 Penalty: 5910.810059
	Iteration 41Q: 3 clusters Score -1.920147e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -19201616.000000 Penalty: 5910.810059
	Iteration 42Q: 3 clusters Score -1.920162e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -19201662.000000 Penalty: 5910.810059
	Iteration 43Q: 3 clusters Score -1.920166e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -19201658.000000 Penalty: 5910.810059
	Iteration 44Q: 3 clusters Score -1.920166e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127768 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -19201734.000000 Penalty: 5910.810059
	Iteration 45Q: 3 clusters Score -1.920173e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -19201808.000000 Penalty: 5910.810059
	Iteration 46Q: 3 clusters Score -1.920181e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -19201826.000000 Penalty: 5910.810059
	Iteration 47Q: 3 clusters Score -1.920183e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -19201914.000000 Penalty: 5910.810059
	Iteration 48Q: 3 clusters Score -1.920191e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129489 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -19202000.000000 Penalty: 5910.810059
	Iteration 49Q: 3 clusters Score -1.9202e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129849 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -19202080.000000 Penalty: 5910.810059
	Iteration 50Q: 3 clusters Score -1.920208e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -19202080.000000 Penalty: 5910.810059
	Iteration 51Q: 3 clusters Score -1.920208e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -19202180.000000 Penalty: 5910.810059
	Iteration 52Q: 3 clusters Score -1.920218e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130830 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -19202166.000000 Penalty: 5910.810059
	Iteration 53Q: 3 clusters Score -1.920217e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -19202196.000000 Penalty: 5910.810059
	Iteration 54Q: 3 clusters Score -1.92022e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131431 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -19202244.000000 Penalty: 5910.810059
	Iteration 55Q: 3 clusters Score -1.920224e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131707 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -19202286.000000 Penalty: 5910.810059
	Iteration 56Q: 3 clusters Score -1.920229e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -19202272.000000 Penalty: 5910.810059
	Iteration 57Q: 3 clusters Score -1.920227e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -19202288.000000 Penalty: 5910.810059
	Iteration 58Q: 3 clusters Score -1.920229e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -19202352.000000 Penalty: 5910.810059
	Iteration 59Q: 3 clusters Score -1.920235e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -19202360.000000 Penalty: 5910.810059
	Iteration 60F: 3 clusters Score -1.920236e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -19202372.000000 Penalty: 5910.810059
	Iteration 61Q: 3 clusters Score -1.920237e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133235 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -19202396.000000 Penalty: 5910.810059
	Iteration 62Q: 3 clusters Score -1.92024e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -19202442.000000 Penalty: 5910.810059
	Iteration 63Q: 3 clusters Score -1.920244e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133681 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -19202432.000000 Penalty: 5910.810059
	Iteration 64Q: 3 clusters Score -1.920243e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -19202492.000000 Penalty: 5910.810059
	Iteration 65Q: 3 clusters Score -1.920249e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134085 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -19202526.000000 Penalty: 5910.810059
	Iteration 66Q: 3 clusters Score -1.920253e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -19202516.000000 Penalty: 5910.810059
	Iteration 67Q: 3 clusters Score -1.920252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -19202526.000000 Penalty: 5910.810059
	Iteration 68Q: 3 clusters Score -1.920253e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134666 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -19202484.000000 Penalty: 5910.810059
	Iteration 69Q: 3 clusters Score -1.920248e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -19202492.000000 Penalty: 5910.810059
	Iteration 70Q: 3 clusters Score -1.920249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134947 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -19202524.000000 Penalty: 5910.810059
	Iteration 71Q: 3 clusters Score -1.920252e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -19202540.000000 Penalty: 5910.810059
	Iteration 72Q: 3 clusters Score -1.920254e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -19202602.000000 Penalty: 5910.810059
	Iteration 73Q: 3 clusters Score -1.92026e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -19202634.000000 Penalty: 5910.810059
	Iteration 74Q: 3 clusters Score -1.920263e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135532 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -19202612.000000 Penalty: 5910.810059
	Iteration 75Q: 3 clusters Score -1.920261e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -19202614.000000 Penalty: 5910.810059
	Iteration 76Q: 3 clusters Score -1.920261e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135773 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -19202620.000000 Penalty: 5910.810059
	Iteration 77Q: 3 clusters Score -1.920262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -19202640.000000 Penalty: 5910.810059
	Iteration 78Q: 3 clusters Score -1.920264e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -19202648.000000 Penalty: 5910.810059
	Iteration 79Q: 3 clusters Score -1.920265e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -19202652.000000 Penalty: 5910.810059
	Iteration 80F: 3 clusters Score -1.920265e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -19202642.000000 Penalty: 5910.810059
	Iteration 81Q: 3 clusters Score -1.920264e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -19202666.000000 Penalty: 5910.810059
	Iteration 82Q: 3 clusters Score -1.920267e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -19202706.000000 Penalty: 5910.810059
	Iteration 83Q: 3 clusters Score -1.920271e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -19202680.000000 Penalty: 5910.810059
	Iteration 84Q: 3 clusters Score -1.920268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -19202670.000000 Penalty: 5910.810059
	Iteration 85Q: 3 clusters Score -1.920267e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136528 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -19202656.000000 Penalty: 5910.810059
	Iteration 86Q: 3 clusters Score -1.920266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -19202682.000000 Penalty: 5910.810059
	Iteration 87Q: 3 clusters Score -1.920268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136620 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -19202672.000000 Penalty: 5910.810059
	Iteration 88Q: 3 clusters Score -1.920267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136660 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -19202690.000000 Penalty: 5910.810059
	Iteration 89Q: 3 clusters Score -1.920269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -19202714.000000 Penalty: 5910.810059
	Iteration 90Q: 3 clusters Score -1.920271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -19202666.000000 Penalty: 5910.810059
	Iteration 91Q: 3 clusters Score -1.920267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -19202648.000000 Penalty: 5910.810059
	Iteration 92Q: 3 clusters Score -1.920265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -19202678.000000 Penalty: 5910.810059
	Iteration 93Q: 3 clusters Score -1.920268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -19202668.000000 Penalty: 5910.810059
	Iteration 94Q: 3 clusters Score -1.920267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136913 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -19202708.000000 Penalty: 5910.810059
	Iteration 95Q: 3 clusters Score -1.920271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -19202716.000000 Penalty: 5910.810059
	Iteration 96Q: 3 clusters Score -1.920272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136973 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -19202726.000000 Penalty: 5910.810059
	Iteration 97Q: 3 clusters Score -1.920273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -19202706.000000 Penalty: 5910.810059
	Iteration 98Q: 3 clusters Score -1.920271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -19202706.000000 Penalty: 5910.810059
	Iteration 99Q: 3 clusters Score -1.920271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -19202720.000000 Penalty: 5910.810059
	Iteration 100F: 3 clusters Score -1.920272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -19202722.000000 Penalty: 5910.810059
	Iteration 101Q: 3 clusters Score -1.920272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -19202730.000000 Penalty: 5910.810059
	Iteration 102Q: 3 clusters Score -1.920273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137169 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -19202732.000000 Penalty: 5910.810059
	Iteration 103Q: 3 clusters Score -1.920273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -19202736.000000 Penalty: 5910.810059
	Iteration 104Q: 3 clusters Score -1.920274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -19202738.000000 Penalty: 5910.810059
	Iteration 105Q: 3 clusters Score -1.920274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -19202730.000000 Penalty: 5910.810059
	Iteration 106Q: 3 clusters Score -1.920273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -19202736.000000 Penalty: 5910.810059
	Iteration 107Q: 3 clusters Score -1.920274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -19202738.000000 Penalty: 5910.810059
	Iteration 108Q: 3 clusters Score -1.920274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -19202750.000000 Penalty: 5910.810059
	Iteration 109Q: 3 clusters Score -1.920275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137313 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -19202750.000000 Penalty: 5910.810059
	Iteration 110Q: 3 clusters Score -1.920275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137338 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -19202738.000000 Penalty: 5910.810059
	Iteration 111Q: 3 clusters Score -1.920274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -19202744.000000 Penalty: 5910.810059
	Iteration 112Q: 3 clusters Score -1.920274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137379 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -19202746.000000 Penalty: 5910.810059
	Iteration 113Q: 3 clusters Score -1.920275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -19202764.000000 Penalty: 5910.810059
	Iteration 114Q: 3 clusters Score -1.920276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -19202770.000000 Penalty: 5910.810059
	Iteration 115Q: 3 clusters Score -1.920277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -19202772.000000 Penalty: 5910.810059
	Iteration 116Q: 3 clusters Score -1.920277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -19202744.000000 Penalty: 5910.810059
	Iteration 117Q: 3 clusters Score -1.920274e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137571 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -19202756.000000 Penalty: 5910.810059
	Iteration 118Q: 3 clusters Score -1.920276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137617 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -19202768.000000 Penalty: 5910.810059
	Iteration 119Q: 3 clusters Score -1.920277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -19202754.000000 Penalty: 5910.810059
	Iteration 120F: 3 clusters Score -1.920275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -19202746.000000 Penalty: 5910.810059
	Iteration 121Q: 3 clusters Score -1.920275e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -19202754.000000 Penalty: 5910.810059
	Iteration 122Q: 3 clusters Score -1.920275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -19202748.000000 Penalty: 5910.810059
	Iteration 123Q: 3 clusters Score -1.920275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137833 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -19202740.000000 Penalty: 5910.810059
	Iteration 124Q: 3 clusters Score -1.920274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137874 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -19202744.000000 Penalty: 5910.810059
	Iteration 125Q: 3 clusters Score -1.920274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137909 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -19202754.000000 Penalty: 5910.810059
	Iteration 126Q: 3 clusters Score -1.920275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -19202760.000000 Penalty: 5910.810059
	Iteration 127Q: 3 clusters Score -1.920276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -19202762.000000 Penalty: 5910.810059
	Iteration 128Q: 3 clusters Score -1.920276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -19202764.000000 Penalty: 5910.810059
	Iteration 129Q: 3 clusters Score -1.920276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138012 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -19202796.000000 Penalty: 5910.810059
	Iteration 130Q: 3 clusters Score -1.92028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -19202772.000000 Penalty: 5910.810059
	Iteration 131Q: 3 clusters Score -1.920277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138044 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -19202740.000000 Penalty: 5910.810059
	Iteration 132Q: 3 clusters Score -1.920274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138062 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -19202734.000000 Penalty: 5910.810059
	Iteration 133Q: 3 clusters Score -1.920273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -19202740.000000 Penalty: 5910.810059
	Iteration 134Q: 3 clusters Score -1.920274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -19202742.000000 Penalty: 5910.810059
	Iteration 135Q: 3 clusters Score -1.920274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -19202728.000000 Penalty: 5910.810059
	Iteration 136Q: 3 clusters Score -1.920273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138165 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -19202750.000000 Penalty: 5910.810059
	Iteration 137Q: 3 clusters Score -1.920275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -19202780.000000 Penalty: 5910.810059
	Iteration 138Q: 3 clusters Score -1.920278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -19202784.000000 Penalty: 5910.810059
	Iteration 139Q: 3 clusters Score -1.920278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -19202786.000000 Penalty: 5910.810059
	Iteration 140F: 3 clusters Score -1.920279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -19202802.000000 Penalty: 5910.810059
	Iteration 141Q: 3 clusters Score -1.92028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -19202810.000000 Penalty: 5910.810059
	Iteration 142Q: 3 clusters Score -1.920281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -19202810.000000 Penalty: 5910.810059
	Iteration 143Q: 3 clusters Score -1.920281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138292 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -19202806.000000 Penalty: 5910.810059
	Iteration 144Q: 3 clusters Score -1.920281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -19202796.000000 Penalty: 5910.810059
	Iteration 145Q: 3 clusters Score -1.92028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138318 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -19202780.000000 Penalty: 5910.810059
	Iteration 146Q: 3 clusters Score -1.920278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -19202786.000000 Penalty: 5910.810059
	Iteration 147Q: 3 clusters Score -1.920279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138340 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -19202782.000000 Penalty: 5910.810059
	Iteration 148Q: 3 clusters Score -1.920278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -19202806.000000 Penalty: 5910.810059
	Iteration 149Q: 3 clusters Score -1.920281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -19202804.000000 Penalty: 5910.810059
	Iteration 150Q: 3 clusters Score -1.92028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138374 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -19202808.000000 Penalty: 5910.810059
	Iteration 151Q: 3 clusters Score -1.920281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -19202816.000000 Penalty: 5910.810059
	Iteration 152Q: 3 clusters Score -1.920282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -19202818.000000 Penalty: 5910.810059
	Iteration 153Q: 3 clusters Score -1.920282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138406 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -19202810.000000 Penalty: 5910.810059
	Iteration 154Q: 3 clusters Score -1.920281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138424 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -19202816.000000 Penalty: 5910.810059
	Iteration 155Q: 3 clusters Score -1.920282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -19202842.000000 Penalty: 5910.810059
	Iteration 156Q: 3 clusters Score -1.920284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138480 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -19202828.000000 Penalty: 5910.810059
	Iteration 157Q: 3 clusters Score -1.920283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5910.810059
	Iteration 158Q: 3 clusters Score -1.920284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5910.810059
	Iteration 159Q: 3 clusters Score -1.920284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 160F: 3 clusters Score -1.920284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138582 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -19202826.000000 Penalty: 5910.810059
	Iteration 161Q: 3 clusters Score -1.920283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5910.810059
	Iteration 162Q: 3 clusters Score -1.920286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138621 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 163Q: 3 clusters Score -1.920284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -19202850.000000 Penalty: 5910.810059
	Iteration 164Q: 3 clusters Score -1.920285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -19202846.000000 Penalty: 5910.810059
	Iteration 165Q: 3 clusters Score -1.920285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138686 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -19202850.000000 Penalty: 5910.810059
	Iteration 166Q: 3 clusters Score -1.920285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5910.810059
	Iteration 167Q: 3 clusters Score -1.920286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5910.810059
	Iteration 168Q: 3 clusters Score -1.920286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -19202830.000000 Penalty: 5910.810059
	Iteration 169Q: 3 clusters Score -1.920283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 170Q: 3 clusters Score -1.920284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -19202820.000000 Penalty: 5910.810059
	Iteration 171Q: 3 clusters Score -1.920282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138822 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -19202844.000000 Penalty: 5910.810059
	Iteration 172Q: 3 clusters Score -1.920284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138840 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 173Q: 3 clusters Score -1.920284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -19202828.000000 Penalty: 5910.810059
	Iteration 174Q: 3 clusters Score -1.920283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -19202836.000000 Penalty: 5910.810059
	Iteration 175Q: 3 clusters Score -1.920284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138873 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -19202832.000000 Penalty: 5910.810059
	Iteration 176Q: 3 clusters Score -1.920283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 177Q: 3 clusters Score -1.920284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -19202848.000000 Penalty: 5910.810059
	Iteration 178Q: 3 clusters Score -1.920285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138929 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -19202848.000000 Penalty: 5910.810059
	Iteration 179Q: 3 clusters Score -1.920285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -19202844.000000 Penalty: 5910.810059
	Iteration 180F: 3 clusters Score -1.920284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5910.810059
	Iteration 181Q: 3 clusters Score -1.920284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138996 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -19202834.000000 Penalty: 5910.810059
	Iteration 182Q: 3 clusters Score -1.920283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -19202848.000000 Penalty: 5910.810059
	Iteration 183Q: 3 clusters Score -1.920285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 184Q: 3 clusters Score -1.920284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -19202836.000000 Penalty: 5910.810059
	Iteration 185Q: 3 clusters Score -1.920284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5910.810059
	Iteration 186Q: 3 clusters Score -1.920284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -19202834.000000 Penalty: 5910.810059
	Iteration 187Q: 3 clusters Score -1.920283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5910.810059
	Iteration 188Q: 3 clusters Score -1.920284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139184 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -19202836.000000 Penalty: 5910.810059
	Iteration 189Q: 3 clusters Score -1.920284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139203 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -19202840.000000 Penalty: 5910.810059
	Iteration 190Q: 3 clusters Score -1.920284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -19202848.000000 Penalty: 5910.810059
	Iteration 191Q: 3 clusters Score -1.920285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -19202848.000000 Penalty: 5910.810059
	Iteration 192Q: 3 clusters Score -1.920285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139229 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -19202852.000000 Penalty: 5910.810059
	Iteration 193Q: 3 clusters Score -1.920285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139236 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -19202854.000000 Penalty: 5910.810059
	Iteration 194Q: 3 clusters Score -1.920285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5910.810059
	Iteration 195Q: 3 clusters Score -1.920286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5910.810059
	Iteration 196Q: 3 clusters Score -1.920286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -19202862.000000 Penalty: 5910.810059
	Iteration 197Q: 3 clusters Score -1.920286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -19202868.000000 Penalty: 5910.810059
	Iteration 198Q: 3 clusters Score -1.920287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139277 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5910.810059
	Iteration 199Q: 3 clusters Score -1.920286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139282 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5910.810059
	Iteration 200F: 3 clusters Score -1.920287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139287 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -19202864.000000 Penalty: 5910.810059
	Iteration 201Q: 3 clusters Score -1.920286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5910.810059
	Iteration 202Q: 3 clusters Score -1.920287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139292 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5910.810059
	Iteration 203Q: 3 clusters Score -1.920287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139295 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -19202870.000000 Penalty: 5910.810059
	Iteration 204Q: 3 clusters Score -1.920287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139298 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5910.810059
	Iteration 205Q: 3 clusters Score -1.920287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -19202864.000000 Penalty: 5910.810059
	Iteration 206Q: 3 clusters Score -1.920286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5910.810059
	Iteration 207Q: 3 clusters Score -1.920286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5910.810059
	Iteration 208Q: 3 clusters Score -1.920286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5910.810059
	Iteration 209Q: 3 clusters Score -1.920287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139332 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -19202886.000000 Penalty: 5910.810059
	Iteration 210Q: 3 clusters Score -1.920289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -19202882.000000 Penalty: 5910.810059
	Iteration 211Q: 3 clusters Score -1.920288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -19202888.000000 Penalty: 5910.810059
	Iteration 212Q: 3 clusters Score -1.920289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -19202874.000000 Penalty: 5910.810059
	Iteration 213Q: 3 clusters Score -1.920287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -19202874.000000 Penalty: 5910.810059
	Iteration 214Q: 3 clusters Score -1.920287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -19202894.000000 Penalty: 5910.810059
	Iteration 215Q: 3 clusters Score -1.920289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139405 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 216Q: 3 clusters Score -1.92029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139412 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -19202886.000000 Penalty: 5910.810059
	Iteration 217Q: 3 clusters Score -1.920289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -19202894.000000 Penalty: 5910.810059
	Iteration 218Q: 3 clusters Score -1.920289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -19202916.000000 Penalty: 5910.810059
	Iteration 219Q: 3 clusters Score -1.920292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139436 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -19202902.000000 Penalty: 5910.810059
	Iteration 220F: 3 clusters Score -1.92029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 221Q: 3 clusters Score -1.92029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 222Q: 3 clusters Score -1.920289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139455 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 223Q: 3 clusters Score -1.920289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 224Q: 3 clusters Score -1.920289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139469 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -19202894.000000 Penalty: 5910.810059
	Iteration 225Q: 3 clusters Score -1.920289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139473 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -19202886.000000 Penalty: 5910.810059
	Iteration 226Q: 3 clusters Score -1.920289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 227Q: 3 clusters Score -1.920289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -19202888.000000 Penalty: 5910.810059
	Iteration 228Q: 3 clusters Score -1.920289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139481 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -19202892.000000 Penalty: 5910.810059
	Iteration 229Q: 3 clusters Score -1.920289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139486 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -19202880.000000 Penalty: 5910.810059
	Iteration 230Q: 3 clusters Score -1.920288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 231Q: 3 clusters Score -1.920289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -19202882.000000 Penalty: 5910.810059
	Iteration 232Q: 3 clusters Score -1.920288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139508 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -19202880.000000 Penalty: 5910.810059
	Iteration 233Q: 3 clusters Score -1.920288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139512 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -19202880.000000 Penalty: 5910.810059
	Iteration 234Q: 3 clusters Score -1.920288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -19202888.000000 Penalty: 5910.810059
	Iteration 235Q: 3 clusters Score -1.920289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -19202886.000000 Penalty: 5910.810059
	Iteration 236Q: 3 clusters Score -1.920289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -19202902.000000 Penalty: 5910.810059
	Iteration 237Q: 3 clusters Score -1.92029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 238Q: 3 clusters Score -1.920289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 239Q: 3 clusters Score -1.920289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -19202882.000000 Penalty: 5910.810059
	Iteration 240F: 3 clusters Score -1.920288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -19202898.000000 Penalty: 5910.810059
	Iteration 241Q: 3 clusters Score -1.92029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 242Q: 3 clusters Score -1.92029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 243Q: 3 clusters Score -1.92029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139544 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 244Q: 3 clusters Score -1.92029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -19202904.000000 Penalty: 5910.810059
	Iteration 245Q: 3 clusters Score -1.92029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -19202908.000000 Penalty: 5910.810059
	Iteration 246Q: 3 clusters Score -1.920291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -19202896.000000 Penalty: 5910.810059
	Iteration 247Q: 3 clusters Score -1.92029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -19202900.000000 Penalty: 5910.810059
	Iteration 248Q: 3 clusters Score -1.92029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -19202906.000000 Penalty: 5910.810059
	Iteration 249Q: 3 clusters Score -1.920291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139571 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -19202892.000000 Penalty: 5910.810059
	Iteration 250Q: 3 clusters Score -1.920289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139577 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -19202884.000000 Penalty: 5910.810059
	Iteration 251Q: 3 clusters Score -1.920288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139581 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -19202882.000000 Penalty: 5910.810059
	Iteration 252Q: 3 clusters Score -1.920288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139585 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -19202890.000000 Penalty: 5910.810059
	Iteration 253Q: 3 clusters Score -1.920289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139587 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -19202898.000000 Penalty: 5910.810059
	Iteration 254Q: 3 clusters Score -1.92029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -19202894.000000 Penalty: 5910.810059
	Iteration 255Q: 3 clusters Score -1.920289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -19202894.000000 Penalty: 5910.810059
	Iteration 256F: 3 clusters Score -1.920289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (178006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178006 members 
Entering Unmasked Estep 
Score: -22917116.000000 Penalty: 2998.214111
	Iteration 0F: 2 clusters Score -2.291712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -22798952.000000 Penalty: 5996.428223
	Iteration 0F: 3 clusters Score -2.279895e+07 nChanged 85329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -22848872.000000 Penalty: 5996.428223
	Iteration 1F: 3 clusters Score -2.284887e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -22850834.000000 Penalty: 5996.428223
	Iteration 2Q: 3 clusters Score -2.285083e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -22854300.000000 Penalty: 5996.428223
	Iteration 3Q: 3 clusters Score -2.28543e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -22860556.000000 Penalty: 5996.428223
	Iteration 4F: 3 clusters Score -2.286056e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133208 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -22871854.000000 Penalty: 5996.428223
	Iteration 5F: 3 clusters Score -2.287185e+07 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -22888084.000000 Penalty: 5996.428223
	Iteration 6F: 3 clusters Score -2.288808e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -22903058.000000 Penalty: 5996.428223
	Iteration 7F: 3 clusters Score -2.290306e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172873 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -22910934.000000 Penalty: 5996.428223
	Iteration 8Q: 3 clusters Score -2.291093e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176033 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22913546.000000 Penalty: 5996.428223
	Iteration 9Q: 3 clusters Score -2.291355e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176970 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22914234.000000 Penalty: 5996.428223
	Iteration 10Q: 3 clusters Score -2.291423e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22914486.000000 Penalty: 5996.428223
	Iteration 11Q: 3 clusters Score -2.291449e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22914612.000000 Penalty: 5996.428223
	Iteration 12Q: 3 clusters Score -2.291461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22914648.000000 Penalty: 5996.428223
	Iteration 13Q: 3 clusters Score -2.291465e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177467 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22914684.000000 Penalty: 5996.428223
	Iteration 14Q: 3 clusters Score -2.291468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22914724.000000 Penalty: 5996.428223
	Iteration 15Q: 3 clusters Score -2.291472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22914762.000000 Penalty: 5996.428223
	Iteration 16Q: 3 clusters Score -2.291476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22914744.000000 Penalty: 5996.428223
	Iteration 17Q: 3 clusters Score -2.291474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22914752.000000 Penalty: 5996.428223
	Iteration 18Q: 3 clusters Score -2.291475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22914756.000000 Penalty: 5996.428223
	Iteration 19Q: 3 clusters Score -2.291476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177520 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22914758.000000 Penalty: 5996.428223
	Iteration 20F: 3 clusters Score -2.291476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22914758.000000 Penalty: 5996.428223
	Iteration 21Q: 3 clusters Score -2.291476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177526 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22914782.000000 Penalty: 5996.428223
	Iteration 22Q: 3 clusters Score -2.291478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22914776.000000 Penalty: 5996.428223
	Iteration 23Q: 3 clusters Score -2.291478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22914778.000000 Penalty: 5996.428223
	Iteration 24Q: 3 clusters Score -2.291478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177529 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22914790.000000 Penalty: 5996.428223
	Iteration 25Q: 3 clusters Score -2.291479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22914796.000000 Penalty: 5996.428223
	Iteration 26Q: 3 clusters Score -2.29148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22914794.000000 Penalty: 5996.428223
	Iteration 27Q: 3 clusters Score -2.291479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22914794.000000 Penalty: 5996.428223
	Iteration 28Q: 3 clusters Score -2.291479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22914794.000000 Penalty: 5996.428223
	Iteration 29F: 3 clusters Score -2.291479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -54003.289062 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -54003.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52517.628906 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -52517.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52838.187500 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -52838.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53179.921875 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -53179.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53432.968750 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -53432.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53506.601562 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -53506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53527.015625 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -53527.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53541.027344 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -53541.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53555.175781 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -53555.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53563.449219 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -53563.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53563.449219 Penalty: 3082.445557
	Iteration 9F: 3 clusters Score -53563.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61446 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182304 members 
Mstep: Class 6 contains 195483 members 
Mstep: Class 7 contains 39092 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12296 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32033 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149785 members 
Mstep: Class 23 contains 178006 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462768.000000 Penalty: 83866.898438
Iteration 479Q: 25 clusters Score -1.664628e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61445 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182310 members 
Mstep: Class 6 contains 195483 members 
Mstep: Class 7 contains 39091 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12291 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32034 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166482 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149783 members 
Mstep: Class 23 contains 178011 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462784.000000 Penalty: 83866.898438
Iteration 480F: 25 clusters Score -1.664628e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61447 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182314 members 
Mstep: Class 6 contains 195478 members 
Mstep: Class 7 contains 39091 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32035 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166483 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149778 members 
Mstep: Class 23 contains 178014 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462832.000000 Penalty: 83866.898438
Iteration 481Q: 25 clusters Score -1.664628e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61446 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182318 members 
Mstep: Class 6 contains 195477 members 
Mstep: Class 7 contains 39090 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32036 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158646 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149773 members 
Mstep: Class 23 contains 178015 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462864.000000 Penalty: 83866.898438
Iteration 482Q: 25 clusters Score -1.664629e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61447 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182326 members 
Mstep: Class 6 contains 195472 members 
Mstep: Class 7 contains 39087 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32036 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166484 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158646 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149766 members 
Mstep: Class 23 contains 178022 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462864.000000 Penalty: 83866.898438
Iteration 483Q: 25 clusters Score -1.664629e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61447 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182335 members 
Mstep: Class 6 contains 195467 members 
Mstep: Class 7 contains 39084 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12289 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16144 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32036 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166485 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149758 members 
Mstep: Class 23 contains 178030 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462864.000000 Penalty: 83866.898438
Iteration 484Q: 25 clusters Score -1.664629e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61449 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182344 members 
Mstep: Class 6 contains 195463 members 
Mstep: Class 7 contains 39083 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12287 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16144 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32037 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166486 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149749 members 
Mstep: Class 23 contains 178033 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462880.000000 Penalty: 83866.898438
Iteration 485Q: 25 clusters Score -1.664629e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61456 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182353 members 
Mstep: Class 6 contains 195462 members 
Mstep: Class 7 contains 39077 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16144 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32037 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166489 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158646 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149737 members 
Mstep: Class 23 contains 178034 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462912.000000 Penalty: 83866.898438
Iteration 486Q: 25 clusters Score -1.664629e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61464 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182352 members 
Mstep: Class 6 contains 195467 members 
Mstep: Class 7 contains 39075 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12281 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16144 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32038 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71698 members 
Mstep: Class 17 contains 166492 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149728 members 
Mstep: Class 23 contains 178033 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166463008.000000 Penalty: 83866.898438
Iteration 487Q: 25 clusters Score -1.66463e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61472 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182346 members 
Mstep: Class 6 contains 195468 members 
Mstep: Class 7 contains 39074 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12278 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16145 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71698 members 
Mstep: Class 17 contains 166496 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149722 members 
Mstep: Class 23 contains 178034 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166463008.000000 Penalty: 83866.898438
Iteration 488Q: 25 clusters Score -1.66463e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 61481 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182347 members 
Mstep: Class 6 contains 195467 members 
Mstep: Class 7 contains 39070 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16145 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71698 members 
Mstep: Class 17 contains 166500 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149716 members 
Mstep: Class 23 contains 178034 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462944.000000 Penalty: 83866.898438
Iteration 489Q: 25 clusters Score -1.664629e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 61493 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182348 members 
Mstep: Class 6 contains 195465 members 
Mstep: Class 7 contains 39066 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166498 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158646 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149713 members 
Mstep: Class 23 contains 178035 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462880.000000 Penalty: 83866.898438
Iteration 490Q: 25 clusters Score -1.664629e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61499 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182349 members 
Mstep: Class 6 contains 195464 members 
Mstep: Class 7 contains 39063 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166499 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158644 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149709 members 
Mstep: Class 23 contains 178037 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462944.000000 Penalty: 83866.898438
Iteration 491Q: 25 clusters Score -1.664629e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61504 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182349 members 
Mstep: Class 6 contains 195469 members 
Mstep: Class 7 contains 39061 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16139 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32040 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166494 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158644 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149704 members 
Mstep: Class 23 contains 178040 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462960.000000 Penalty: 83866.898438
Iteration 492Q: 25 clusters Score -1.66463e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61512 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182349 members 
Mstep: Class 6 contains 195469 members 
Mstep: Class 7 contains 39058 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16140 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32042 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71697 members 
Mstep: Class 17 contains 166496 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158643 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149697 members 
Mstep: Class 23 contains 178038 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462976.000000 Penalty: 83866.898438
Iteration 493Q: 25 clusters Score -1.66463e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61517 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182350 members 
Mstep: Class 6 contains 195465 members 
Mstep: Class 7 contains 39057 members 
Mstep: Class 8 contains 1339 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32043 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166502 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158642 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149690 members 
Mstep: Class 23 contains 178038 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462992.000000 Penalty: 83866.898438
Iteration 494Q: 25 clusters Score -1.66463e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61519 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182354 members 
Mstep: Class 6 contains 195463 members 
Mstep: Class 7 contains 39057 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32044 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 166501 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158642 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149688 members 
Mstep: Class 23 contains 178035 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166463040.000000 Penalty: 83866.898438
Iteration 495Q: 25 clusters Score -1.66463e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61520 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182358 members 
Mstep: Class 6 contains 195459 members 
Mstep: Class 7 contains 39057 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32047 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71695 members 
Mstep: Class 17 contains 166502 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149686 members 
Mstep: Class 23 contains 178034 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166463008.000000 Penalty: 83866.898438
Iteration 496Q: 25 clusters Score -1.66463e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 61521 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182362 members 
Mstep: Class 6 contains 195454 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32049 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71694 members 
Mstep: Class 17 contains 166502 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149683 members 
Mstep: Class 23 contains 178039 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462976.000000 Penalty: 83866.898438
Iteration 497Q: 25 clusters Score -1.66463e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61522 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182362 members 
Mstep: Class 6 contains 195459 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20154 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32048 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71692 members 
Mstep: Class 17 contains 166506 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158640 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149678 members 
Mstep: Class 23 contains 178039 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462960.000000 Penalty: 83866.898438
Iteration 498Q: 25 clusters Score -1.66463e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61522 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182357 members 
Mstep: Class 6 contains 195463 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16141 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32050 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71691 members 
Mstep: Class 17 contains 166512 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158640 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149674 members 
Mstep: Class 23 contains 178036 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462880.000000 Penalty: 83866.898438
Iteration 499Q: 25 clusters Score -1.664629e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 61524 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 182361 members 
Mstep: Class 6 contains 195462 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 16140 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 32054 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 71691 members 
Mstep: Class 17 contains 166511 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 149671 members 
Mstep: Class 23 contains 178031 members 
Mstep: Class 24 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166462960.000000 Penalty: 83866.898438
Iteration 500F: 25 clusters Score -1.66463e+08 nChanged 27
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -500877216.000000 Penalty: 90405.843750
23->25 Clusters: Score -500877216.000000, best is -501355008.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 57560 members 
Mstep: Class 3 contains 57025 members 
Mstep: Class 4 contains 57473 members 
Mstep: Class 5 contains 57307 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 57014 members 
Mstep: Class 8 contains 57389 members 
Mstep: Class 9 contains 57021 members 
Mstep: Class 10 contains 57087 members 
Mstep: Class 11 contains 56711 members 
Mstep: Class 12 contains 57415 members 
Mstep: Class 13 contains 57388 members 
Mstep: Class 14 contains 57439 members 
Mstep: Class 15 contains 57372 members 
Mstep: Class 16 contains 57181 members 
Mstep: Class 17 contains 57610 members 
Mstep: Class 18 contains 57130 members 
Mstep: Class 19 contains 57182 members 
Mstep: Class 20 contains 57382 members 
Mstep: Class 21 contains 57321 members 
Mstep: Class 22 contains 57198 members 
Mstep: Class 23 contains 56846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 155.934265 but Gain 3494.453125
Score: -160206112.000000 Penalty: 76877.992188
Iteration 0F: 23 clusters Score -1.602061e+08 nChanged 1255937
Entering Unmasked Mstep 
Mstep: Class 0 contains 2796 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 45226 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 16379 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 117329 members 
Mstep: Class 8 contains 53763 members 
Mstep: Class 9 contains 146424 members 
Mstep: Class 10 contains 24555 members 
Mstep: Class 11 contains 94818 members 
Mstep: Class 12 contains 73316 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 34337 members 
Mstep: Class 15 contains 410659 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 18803 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 20 contains 35195 members 
Mstep: Class 21 contains 38545 members 
Mstep: Class 22 contains 33322 members 
Mstep: Class 23 contains 30058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -164639472.000000 Penalty: 76877.992188
Iteration 1F: 23 clusters Score -1.646395e+08 nChanged 462143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2604 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 51263 members 
Mstep: Class 4 contains 9936 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 124300 members 
Mstep: Class 8 contains 56225 members 
Mstep: Class 9 contains 230752 members 
Mstep: Class 10 contains 16547 members 
Mstep: Class 11 contains 104809 members 
Mstep: Class 12 contains 84048 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 25936 members 
Mstep: Class 15 contains 370754 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 49198 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 20181 members 
Mstep: Class 22 contains 19651 members 
Mstep: Class 23 contains 16620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165124208.000000 Penalty: 76877.992188
Iteration 2F: 23 clusters Score -1.651242e+08 nChanged 303211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2513 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 49668 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 138018 members 
Mstep: Class 8 contains 53694 members 
Mstep: Class 9 contains 295404 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 153324 members 
Mstep: Class 12 contains 88425 members 
Mstep: Class 13 contains 10139 members 
Mstep: Class 14 contains 16865 members 
Mstep: Class 15 contains 304784 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 18387 members 
Mstep: Class 18 contains 44112 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 8391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165347776.000000 Penalty: 76877.992188
Iteration 3F: 23 clusters Score -1.653478e+08 nChanged 272616
Entering Unmasked Mstep 
Mstep: Class 0 contains 2506 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 11267 members 
Mstep: Class 3 contains 46169 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 151450 members 
Mstep: Class 8 contains 51841 members 
Mstep: Class 9 contains 265937 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 235114 members 
Mstep: Class 12 contains 77922 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 293692 members 
Mstep: Class 16 contains 12854 members 
Mstep: Class 17 contains 19019 members 
Mstep: Class 18 contains 36150 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 4835 members 
Mstep: Class 23 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2183.166504 but Gain 3494.453125
Score: -165534704.000000 Penalty: 73383.539062
Iteration 4F: 22 clusters Score -1.655347e+08 nChanged 228255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2500 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 14701 members 
Mstep: Class 3 contains 42272 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 171407 members 
Mstep: Class 8 contains 52961 members 
Mstep: Class 9 contains 228218 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 326597 members 
Mstep: Class 12 contains 68361 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 5738 members 
Mstep: Class 15 contains 256140 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 19009 members 
Mstep: Class 18 contains 28595 members 
Mstep: Class 20 contains 7551 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1864.105469 but Gain 3494.453125
Score: -165690608.000000 Penalty: 69889.085938
Iteration 5F: 21 clusters Score -1.656906e+08 nChanged 191130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2488 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 17663 members 
Mstep: Class 3 contains 37873 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 201555 members 
Mstep: Class 8 contains 55805 members 
Mstep: Class 9 contains 197520 members 
Mstep: Class 10 contains 4299 members 
Mstep: Class 11 contains 394034 members 
Mstep: Class 12 contains 64584 members 
Mstep: Class 13 contains 8416 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 210152 members 
Mstep: Class 16 contains 19013 members 
Mstep: Class 17 contains 17470 members 
Mstep: Class 18 contains 22560 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 23 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2508.016846 but Gain 3494.460938
Score: -165676816.000000 Penalty: 66394.625000
Iteration 6F: 20 clusters Score -1.656768e+08 nChanged 170677
Entering Unmasked Mstep 
Mstep: Class 0 contains 2307 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 34425 members 
Mstep: Class 4 contains 5680 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 265394 members 
Mstep: Class 8 contains 58988 members 
Mstep: Class 9 contains 182608 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 370959 members 
Mstep: Class 12 contains 70795 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 15 contains 190846 members 
Mstep: Class 16 contains 21028 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 20 contains 3768 members 
Mstep: Class 23 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3260.440186 but Gain 3494.449219
Score: -165831440.000000 Penalty: 62900.175781
Iteration 7F: 19 clusters Score -1.658314e+08 nChanged 148214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1639 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 22286 members 
Mstep: Class 3 contains 30142 members 
Mstep: Class 4 contains 5547 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 337674 members 
Mstep: Class 8 contains 64821 members 
Mstep: Class 9 contains 162055 members 
Mstep: Class 11 contains 346428 members 
Mstep: Class 12 contains 73718 members 
Mstep: Class 13 contains 7868 members 
Mstep: Class 15 contains 169737 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 12639 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 23 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3458.584717 but Gain 3494.457031
Score: -166011984.000000 Penalty: 59405.718750
Iteration 8F: 18 clusters Score -1.66012e+08 nChanged 147591
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 24416 members 
Mstep: Class 3 contains 27919 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 366138 members 
Mstep: Class 8 contains 72605 members 
Mstep: Class 9 contains 155463 members 
Mstep: Class 11 contains 332481 members 
Mstep: Class 12 contains 74606 members 
Mstep: Class 13 contains 8209 members 
Mstep: Class 15 contains 163109 members 
Mstep: Class 16 contains 25526 members 
Mstep: Class 17 contains 9989 members 
Mstep: Class 18 contains 13472 members 
Mstep: Class 23 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166069552.000000 Penalty: 59405.718750
Iteration 9F: 18 clusters Score -1.660696e+08 nChanged 117060
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 28076 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 1466 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 325212 members 
Mstep: Class 8 contains 83635 members 
Mstep: Class 9 contains 162100 members 
Mstep: Class 11 contains 347086 members 
Mstep: Class 12 contains 75739 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 15 contains 173436 members 
Mstep: Class 16 contains 28137 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 23 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166160816.000000 Penalty: 59405.718750
Iteration 10F: 18 clusters Score -1.661608e+08 nChanged 81968
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 27264 members 
Mstep: Class 3 contains 26845 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 327469 members 
Mstep: Class 8 contains 95603 members 
Mstep: Class 9 contains 161043 members 
Mstep: Class 11 contains 337598 members 
Mstep: Class 12 contains 78867 members 
Mstep: Class 13 contains 9328 members 
Mstep: Class 15 contains 174266 members 
Mstep: Class 16 contains 29945 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 11465 members 
Mstep: Class 23 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166194512.000000 Penalty: 59405.718750
Iteration 11F: 18 clusters Score -1.661945e+08 nChanged 63278
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 27651 members 
Mstep: Class 3 contains 26318 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 318634 members 
Mstep: Class 8 contains 108627 members 
Mstep: Class 9 contains 162086 members 
Mstep: Class 11 contains 334341 members 
Mstep: Class 12 contains 80809 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 15 contains 176080 members 
Mstep: Class 16 contains 31742 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2682.098389 but Gain 3494.453125
Score: -166228464.000000 Penalty: 55911.265625
Iteration 12Q: 17 clusters Score -1.662285e+08 nChanged 55671
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 27870 members 
Mstep: Class 3 contains 25997 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 312218 members 
Mstep: Class 8 contains 122030 members 
Mstep: Class 9 contains 162243 members 
Mstep: Class 11 contains 331651 members 
Mstep: Class 12 contains 82648 members 
Mstep: Class 13 contains 10254 members 
Mstep: Class 15 contains 176090 members 
Mstep: Class 16 contains 33325 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166252832.000000 Penalty: 55911.265625
Iteration 13Q: 17 clusters Score -1.662528e+08 nChanged 46540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 27301 members 
Mstep: Class 3 contains 25763 members 
Mstep: Class 4 contains 5576 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 7 contains 304784 members 
Mstep: Class 8 contains 133096 members 
Mstep: Class 9 contains 161909 members 
Mstep: Class 11 contains 329338 members 
Mstep: Class 12 contains 84273 members 
Mstep: Class 13 contains 10628 members 
Mstep: Class 15 contains 175644 members 
Mstep: Class 16 contains 34679 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166269568.000000 Penalty: 55911.265625
Iteration 14Q: 17 clusters Score -1.662696e+08 nChanged 41966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 25794 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 297709 members 
Mstep: Class 8 contains 142921 members 
Mstep: Class 9 contains 161304 members 
Mstep: Class 11 contains 326921 members 
Mstep: Class 12 contains 85668 members 
Mstep: Class 13 contains 10993 members 
Mstep: Class 15 contains 175057 members 
Mstep: Class 16 contains 35878 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166284032.000000 Penalty: 55911.265625
Iteration 15Q: 17 clusters Score -1.66284e+08 nChanged 38156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 26402 members 
Mstep: Class 3 contains 26094 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 289312 members 
Mstep: Class 8 contains 152012 members 
Mstep: Class 9 contains 160964 members 
Mstep: Class 11 contains 324665 members 
Mstep: Class 12 contains 86791 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 15 contains 175288 members 
Mstep: Class 16 contains 37010 members 
Mstep: Class 18 contains 9197 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3335.926025 but Gain 3494.453125
Score: -166295872.000000 Penalty: 52416.812500
Iteration 16Q: 16 clusters Score -1.662959e+08 nChanged 38461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 26215 members 
Mstep: Class 3 contains 26759 members 
Mstep: Class 4 contains 5471 members 
Mstep: Class 5 contains 1466 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 280071 members 
Mstep: Class 8 contains 162337 members 
Mstep: Class 9 contains 161614 members 
Mstep: Class 11 contains 322724 members 
Mstep: Class 12 contains 87675 members 
Mstep: Class 13 contains 11554 members 
Mstep: Class 15 contains 175896 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166307056.000000 Penalty: 52416.812500
Iteration 17Q: 16 clusters Score -1.663071e+08 nChanged 35124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 26106 members 
Mstep: Class 3 contains 27561 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 269132 members 
Mstep: Class 8 contains 171832 members 
Mstep: Class 9 contains 162132 members 
Mstep: Class 11 contains 320745 members 
Mstep: Class 12 contains 88430 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 15 contains 175913 members 
Mstep: Class 16 contains 39204 members 
Mstep: Class 18 contains 9324 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166315872.000000 Penalty: 52416.812500
Iteration 18Q: 16 clusters Score -1.663159e+08 nChanged 36035
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 3 contains 28544 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 258210 members 
Mstep: Class 8 contains 181878 members 
Mstep: Class 9 contains 162629 members 
Mstep: Class 11 contains 318367 members 
Mstep: Class 12 contains 89089 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 15 contains 175691 members 
Mstep: Class 16 contains 39934 members 
Mstep: Class 18 contains 9470 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166321600.000000 Penalty: 52416.812500
Iteration 19Q: 16 clusters Score -1.663216e+08 nChanged 36263
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 26812 members 
Mstep: Class 3 contains 29524 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 247851 members 
Mstep: Class 8 contains 190739 members 
Mstep: Class 9 contains 164199 members 
Mstep: Class 11 contains 315729 members 
Mstep: Class 12 contains 89612 members 
Mstep: Class 13 contains 11829 members 
Mstep: Class 15 contains 175238 members 
Mstep: Class 16 contains 40535 members 
Mstep: Class 18 contains 9676 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166326336.000000 Penalty: 52416.812500
Iteration 20F: 16 clusters Score -1.663263e+08 nChanged 34261
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 27491 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 5397 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 238704 members 
Mstep: Class 8 contains 197268 members 
Mstep: Class 9 contains 167466 members 
Mstep: Class 11 contains 312804 members 
Mstep: Class 12 contains 89926 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 15 contains 174710 members 
Mstep: Class 16 contains 41036 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166328560.000000 Penalty: 52416.812500
Iteration 21Q: 16 clusters Score -1.663286e+08 nChanged 30973
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 28091 members 
Mstep: Class 3 contains 31090 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 230582 members 
Mstep: Class 8 contains 201198 members 
Mstep: Class 9 contains 172374 members 
Mstep: Class 11 contains 310289 members 
Mstep: Class 12 contains 90089 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 15 contains 174002 members 
Mstep: Class 16 contains 41567 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166331808.000000 Penalty: 52416.812500
Iteration 22Q: 16 clusters Score -1.663318e+08 nChanged 28379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 28534 members 
Mstep: Class 3 contains 31690 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 223637 members 
Mstep: Class 8 contains 203178 members 
Mstep: Class 9 contains 178723 members 
Mstep: Class 11 contains 307584 members 
Mstep: Class 12 contains 90123 members 
Mstep: Class 13 contains 12634 members 
Mstep: Class 15 contains 173135 members 
Mstep: Class 16 contains 42108 members 
Mstep: Class 18 contains 10172 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166332224.000000 Penalty: 52416.812500
Iteration 23Q: 16 clusters Score -1.663322e+08 nChanged 26912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 28882 members 
Mstep: Class 3 contains 32105 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 6829 members 
Mstep: Class 7 contains 217441 members 
Mstep: Class 8 contains 204072 members 
Mstep: Class 9 contains 185506 members 
Mstep: Class 11 contains 304994 members 
Mstep: Class 12 contains 90005 members 
Mstep: Class 13 contains 13091 members 
Mstep: Class 15 contains 172336 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166332864.000000 Penalty: 52416.812500
Iteration 24Q: 16 clusters Score -1.663329e+08 nChanged 25663
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 29184 members 
Mstep: Class 3 contains 32374 members 
Mstep: Class 4 contains 5322 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 211504 members 
Mstep: Class 8 contains 204533 members 
Mstep: Class 9 contains 191510 members 
Mstep: Class 11 contains 302799 members 
Mstep: Class 12 contains 89768 members 
Mstep: Class 13 contains 13701 members 
Mstep: Class 15 contains 172193 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333904.000000 Penalty: 52416.812500
Iteration 25Q: 16 clusters Score -1.663339e+08 nChanged 24718
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 29426 members 
Mstep: Class 3 contains 32508 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 1477 members 
Mstep: Class 6 contains 6889 members 
Mstep: Class 7 contains 206483 members 
Mstep: Class 8 contains 204948 members 
Mstep: Class 9 contains 195507 members 
Mstep: Class 11 contains 301054 members 
Mstep: Class 12 contains 89357 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 15 contains 172764 members 
Mstep: Class 16 contains 44096 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166334768.000000 Penalty: 52416.812500
Iteration 26Q: 16 clusters Score -1.663348e+08 nChanged 23131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 29658 members 
Mstep: Class 3 contains 32454 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 202805 members 
Mstep: Class 8 contains 205378 members 
Mstep: Class 9 contains 197253 members 
Mstep: Class 11 contains 299473 members 
Mstep: Class 12 contains 88835 members 
Mstep: Class 13 contains 15460 members 
Mstep: Class 15 contains 174358 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166335968.000000 Penalty: 52416.812500
Iteration 27Q: 16 clusters Score -1.66336e+08 nChanged 21095
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 29882 members 
Mstep: Class 3 contains 32270 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 200075 members 
Mstep: Class 8 contains 205792 members 
Mstep: Class 9 contains 197327 members 
Mstep: Class 11 contains 298120 members 
Mstep: Class 12 contains 88161 members 
Mstep: Class 13 contains 16517 members 
Mstep: Class 15 contains 176736 members 
Mstep: Class 16 contains 45322 members 
Mstep: Class 18 contains 11247 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166336944.000000 Penalty: 52416.812500
Iteration 28Q: 16 clusters Score -1.663369e+08 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 30092 members 
Mstep: Class 3 contains 32010 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 198486 members 
Mstep: Class 8 contains 206127 members 
Mstep: Class 9 contains 196185 members 
Mstep: Class 11 contains 296709 members 
Mstep: Class 12 contains 87436 members 
Mstep: Class 13 contains 17681 members 
Mstep: Class 15 contains 179360 members 
Mstep: Class 16 contains 45831 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166338240.000000 Penalty: 52416.812500
Iteration 29Q: 16 clusters Score -1.663382e+08 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 30326 members 
Mstep: Class 3 contains 31657 members 
Mstep: Class 4 contains 5315 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6883 members 
Mstep: Class 7 contains 197914 members 
Mstep: Class 8 contains 206385 members 
Mstep: Class 9 contains 194222 members 
Mstep: Class 11 contains 295056 members 
Mstep: Class 12 contains 86688 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 15 contains 182166 members 
Mstep: Class 16 contains 46246 members 
Mstep: Class 18 contains 11816 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166338720.000000 Penalty: 52416.812500
Iteration 30Q: 16 clusters Score -1.663387e+08 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 30549 members 
Mstep: Class 3 contains 31350 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 197989 members 
Mstep: Class 8 contains 206683 members 
Mstep: Class 9 contains 192153 members 
Mstep: Class 11 contains 293087 members 
Mstep: Class 12 contains 85975 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 15 contains 184598 members 
Mstep: Class 16 contains 46626 members 
Mstep: Class 18 contains 12111 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166340000.000000 Penalty: 52416.812500
Iteration 31Q: 16 clusters Score -1.6634e+08 nChanged 16067
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 30767 members 
Mstep: Class 3 contains 31008 members 
Mstep: Class 4 contains 5324 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 198463 members 
Mstep: Class 8 contains 207003 members 
Mstep: Class 9 contains 190261 members 
Mstep: Class 11 contains 291003 members 
Mstep: Class 12 contains 85180 members 
Mstep: Class 13 contains 21755 members 
Mstep: Class 15 contains 186546 members 
Mstep: Class 16 contains 46982 members 
Mstep: Class 18 contains 12478 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166340816.000000 Penalty: 52416.812500
Iteration 32Q: 16 clusters Score -1.663408e+08 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 30978 members 
Mstep: Class 3 contains 30595 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 199014 members 
Mstep: Class 8 contains 207335 members 
Mstep: Class 9 contains 188896 members 
Mstep: Class 11 contains 288957 members 
Mstep: Class 12 contains 84342 members 
Mstep: Class 13 contains 23265 members 
Mstep: Class 15 contains 187865 members 
Mstep: Class 16 contains 47272 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342016.000000 Penalty: 52416.812500
Iteration 33Q: 16 clusters Score -1.66342e+08 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 31181 members 
Mstep: Class 3 contains 30131 members 
Mstep: Class 4 contains 5336 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 199669 members 
Mstep: Class 8 contains 207610 members 
Mstep: Class 9 contains 187842 members 
Mstep: Class 11 contains 287011 members 
Mstep: Class 12 contains 83460 members 
Mstep: Class 13 contains 24777 members 
Mstep: Class 15 contains 188816 members 
Mstep: Class 16 contains 47537 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342080.000000 Penalty: 52416.812500
Iteration 34Q: 16 clusters Score -1.663421e+08 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 31388 members 
Mstep: Class 3 contains 29752 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 200384 members 
Mstep: Class 8 contains 207898 members 
Mstep: Class 9 contains 187062 members 
Mstep: Class 11 contains 285097 members 
Mstep: Class 12 contains 82654 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 15 contains 189334 members 
Mstep: Class 16 contains 47757 members 
Mstep: Class 18 contains 13888 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342640.000000 Penalty: 52416.812500
Iteration 35Q: 16 clusters Score -1.663426e+08 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 31555 members 
Mstep: Class 3 contains 29458 members 
Mstep: Class 4 contains 5357 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 201106 members 
Mstep: Class 8 contains 208263 members 
Mstep: Class 9 contains 186458 members 
Mstep: Class 11 contains 283194 members 
Mstep: Class 12 contains 81874 members 
Mstep: Class 13 contains 27676 members 
Mstep: Class 15 contains 189501 members 
Mstep: Class 16 contains 47958 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166343344.000000 Penalty: 52416.812500
Iteration 36Q: 16 clusters Score -1.663433e+08 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 31726 members 
Mstep: Class 3 contains 29184 members 
Mstep: Class 4 contains 5363 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 201854 members 
Mstep: Class 8 contains 208576 members 
Mstep: Class 9 contains 186232 members 
Mstep: Class 11 contains 281315 members 
Mstep: Class 12 contains 81085 members 
Mstep: Class 13 contains 29098 members 
Mstep: Class 15 contains 189369 members 
Mstep: Class 16 contains 48121 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166343872.000000 Penalty: 52416.812500
Iteration 37Q: 16 clusters Score -1.663439e+08 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 31930 members 
Mstep: Class 3 contains 28982 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 202485 members 
Mstep: Class 8 contains 208877 members 
Mstep: Class 9 contains 186023 members 
Mstep: Class 11 contains 279633 members 
Mstep: Class 12 contains 80296 members 
Mstep: Class 13 contains 30475 members 
Mstep: Class 15 contains 189063 members 
Mstep: Class 16 contains 48290 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166343504.000000 Penalty: 52416.812500
Iteration 38Q: 16 clusters Score -1.663435e+08 nChanged 13068
Entering ConstructFrom: 
Score: -166343504.000000 Penalty: 52416.812500
Entering ConstructFrom: 
Trying to split cluster 2 (32149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Entering Unmasked Estep 
Score: -4109608.750000 Penalty: 2573.777832
	Iteration 0F: 2 clusters Score -4109609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4087750.500000 Penalty: 5147.555664
	Iteration 0F: 3 clusters Score -4087750 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4095691.250000 Penalty: 5147.555664
	Iteration 1F: 3 clusters Score -4095691 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4096281.000000 Penalty: 5147.555664
	Iteration 2Q: 3 clusters Score -4096281 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4097137.500000 Penalty: 5147.555664
	Iteration 3Q: 3 clusters Score -4097138 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4098264.000000 Penalty: 5147.555664
	Iteration 4F: 3 clusters Score -4098264 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4099513.500000 Penalty: 5147.555664
	Iteration 5F: 3 clusters Score -4099514 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4100783.500000 Penalty: 5147.555664
	Iteration 6F: 3 clusters Score -4100784 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4101953.250000 Penalty: 5147.555664
	Iteration 7F: 3 clusters Score -4101953 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4103015.750000 Penalty: 5147.555664
	Iteration 8F: 3 clusters Score -4103016 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4103989.000000 Penalty: 5147.555664
	Iteration 9Q: 3 clusters Score -4103989 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4104847.500000 Penalty: 5147.555664
	Iteration 10Q: 3 clusters Score -4104848 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4105623.750000 Penalty: 5147.555664
	Iteration 11Q: 3 clusters Score -4105624 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4106252.500000 Penalty: 5147.555664
	Iteration 12Q: 3 clusters Score -4106252 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4106719.250000 Penalty: 5147.555664
	Iteration 13Q: 3 clusters Score -4106719 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4107045.250000 Penalty: 5147.555664
	Iteration 14Q: 3 clusters Score -4107045 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4107295.000000 Penalty: 5147.555664
	Iteration 15Q: 3 clusters Score -4107295 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4107494.750000 Penalty: 5147.555664
	Iteration 16Q: 3 clusters Score -4107495 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4107624.750000 Penalty: 5147.555664
	Iteration 17Q: 3 clusters Score -4107625 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4107742.750000 Penalty: 5147.555664
	Iteration 18Q: 3 clusters Score -4107743 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4107803.250000 Penalty: 5147.555664
	Iteration 19Q: 3 clusters Score -4107803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4107879.500000 Penalty: 5147.555664
	Iteration 20F: 3 clusters Score -4107880 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4107939.500000 Penalty: 5147.555664
	Iteration 21Q: 3 clusters Score -4107940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -4107992.250000 Penalty: 5147.555664
	Iteration 22Q: 3 clusters Score -4107992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4108037.500000 Penalty: 5147.555664
	Iteration 23Q: 3 clusters Score -4108038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4108065.750000 Penalty: 5147.555664
	Iteration 24Q: 3 clusters Score -4108066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4108100.000000 Penalty: 5147.555664
	Iteration 25Q: 3 clusters Score -4108100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4108144.500000 Penalty: 5147.555664
	Iteration 26Q: 3 clusters Score -4108144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4108161.000000 Penalty: 5147.555664
	Iteration 27Q: 3 clusters Score -4108161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4108174.500000 Penalty: 5147.555664
	Iteration 28Q: 3 clusters Score -4108174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4108197.500000 Penalty: 5147.555664
	Iteration 29Q: 3 clusters Score -4108198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4108210.750000 Penalty: 5147.555664
	Iteration 30Q: 3 clusters Score -4108211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4108213.750000 Penalty: 5147.555664
	Iteration 31Q: 3 clusters Score -4108214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4108218.750000 Penalty: 5147.555664
	Iteration 32Q: 3 clusters Score -4108219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4108223.000000 Penalty: 5147.555664
	Iteration 33Q: 3 clusters Score -4108223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -4108223.750000 Penalty: 5147.555664
	Iteration 34Q: 3 clusters Score -4108224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4108222.000000 Penalty: 5147.555664
	Iteration 35Q: 3 clusters Score -4108222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -4108224.500000 Penalty: 5147.555664
	Iteration 36Q: 3 clusters Score -4108224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4108230.750000 Penalty: 5147.555664
	Iteration 37Q: 3 clusters Score -4108231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4108229.000000 Penalty: 5147.555664
	Iteration 38Q: 3 clusters Score -4108229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4108229.000000 Penalty: 5147.555664
	Iteration 39F: 3 clusters Score -4108229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Entering Unmasked Estep 
Score: -3777048.500000 Penalty: 2546.952393
	Iteration 0F: 2 clusters Score -3777048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3757200.250000 Penalty: 5093.904785
	Iteration 0F: 3 clusters Score -3757200 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3764150.250000 Penalty: 5093.904785
	Iteration 1F: 3 clusters Score -3764150 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3764649.000000 Penalty: 5093.904785
	Iteration 2Q: 3 clusters Score -3764649 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3765126.500000 Penalty: 5093.904785
	Iteration 3Q: 3 clusters Score -3765126 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3765782.250000 Penalty: 5093.904785
	Iteration 4Q: 3 clusters Score -3765782 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3766686.750000 Penalty: 5093.904785
	Iteration 5F: 3 clusters Score -3766687 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3767985.250000 Penalty: 5093.904785
	Iteration 6F: 3 clusters Score -3767985 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3769657.250000 Penalty: 5093.904785
	Iteration 7F: 3 clusters Score -3769657 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3771466.000000 Penalty: 5093.904785
	Iteration 8F: 3 clusters Score -3771466 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3772944.750000 Penalty: 5093.904785
	Iteration 9F: 3 clusters Score -3772945 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3773894.500000 Penalty: 5093.904785
	Iteration 10Q: 3 clusters Score -3773894 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3774376.000000 Penalty: 5093.904785
	Iteration 11Q: 3 clusters Score -3774376 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3774606.000000 Penalty: 5093.904785
	Iteration 12Q: 3 clusters Score -3774606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3774752.250000 Penalty: 5093.904785
	Iteration 13Q: 3 clusters Score -3774752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3774837.750000 Penalty: 5093.904785
	Iteration 14Q: 3 clusters Score -3774838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3774903.750000 Penalty: 5093.904785
	Iteration 15Q: 3 clusters Score -3774904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3774939.750000 Penalty: 5093.904785
	Iteration 16Q: 3 clusters Score -3774940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3774963.500000 Penalty: 5093.904785
	Iteration 17Q: 3 clusters Score -3774964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3774972.250000 Penalty: 5093.904785
	Iteration 18Q: 3 clusters Score -3774972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3774974.500000 Penalty: 5093.904785
	Iteration 19Q: 3 clusters Score -3774974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3774981.250000 Penalty: 5093.904785
	Iteration 20F: 3 clusters Score -3774981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3774983.750000 Penalty: 5093.904785
	Iteration 21Q: 3 clusters Score -3774984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3774985.750000 Penalty: 5093.904785
	Iteration 22Q: 3 clusters Score -3774986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3774985.750000 Penalty: 5093.904785
	Iteration 23F: 3 clusters Score -3774986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -659221.687500 Penalty: 2129.876465
	Iteration 0F: 2 clusters Score -659221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -654705.875000 Penalty: 4259.752930
	Iteration 0F: 3 clusters Score -654705.9 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -657121.687500 Penalty: 4259.752930
	Iteration 1F: 3 clusters Score -657121.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -658489.437500 Penalty: 4259.752930
	Iteration 2F: 3 clusters Score -658489.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -660021.375000 Penalty: 4259.752930
	Iteration 3F: 3 clusters Score -660021.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -661927.250000 Penalty: 4259.752930
	Iteration 4F: 3 clusters Score -661927.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -663485.375000 Penalty: 4259.752930
	Iteration 5F: 3 clusters Score -663485.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -663758.812500 Penalty: 4259.752930
	Iteration 6Q: 3 clusters Score -663758.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -663825.312500 Penalty: 4259.752930
	Iteration 7Q: 3 clusters Score -663825.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -663847.750000 Penalty: 4259.752930
	Iteration 8Q: 3 clusters Score -663847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -663855.687500 Penalty: 4259.752930
	Iteration 9Q: 3 clusters Score -663855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -663864.250000 Penalty: 4259.752930
	Iteration 10Q: 3 clusters Score -663864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -663870.062500 Penalty: 4259.752930
	Iteration 11Q: 3 clusters Score -663870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -663879.000000 Penalty: 4259.752930
	Iteration 12Q: 3 clusters Score -663879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -663899.625000 Penalty: 4259.752930
	Iteration 13Q: 3 clusters Score -663899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -663928.437500 Penalty: 4259.752930
	Iteration 14Q: 3 clusters Score -663928.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -663981.500000 Penalty: 4259.752930
	Iteration 15Q: 3 clusters Score -663981.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -664088.000000 Penalty: 4259.752930
	Iteration 16Q: 3 clusters Score -664088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -664190.437500 Penalty: 4259.752930
	Iteration 17Q: 3 clusters Score -664190.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -664349.000000 Penalty: 4259.752930
	Iteration 18Q: 3 clusters Score -664349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -664426.187500 Penalty: 4259.752930
	Iteration 19Q: 3 clusters Score -664426.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -664463.437500 Penalty: 4259.752930
	Iteration 20F: 3 clusters Score -664463.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -664481.125000 Penalty: 4259.752930
	Iteration 21Q: 3 clusters Score -664481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -664487.937500 Penalty: 4259.752930
	Iteration 22Q: 3 clusters Score -664487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -664489.750000 Penalty: 4259.752930
	Iteration 23Q: 3 clusters Score -664489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -664490.812500 Penalty: 4259.752930
	Iteration 24Q: 3 clusters Score -664490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -664491.062500 Penalty: 4259.752930
	Iteration 25Q: 3 clusters Score -664491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -664491.062500 Penalty: 4259.752930
	Iteration 26F: 3 clusters Score -664491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 202996 members 
Mstep: Class 8 contains 209208 members 
Mstep: Class 9 contains 185841 members 
Mstep: Class 11 contains 278243 members 
Mstep: Class 12 contains 79470 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 15 contains 188497 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
Score: -166348224.000000 Penalty: 55911.265625
Splitting cluster 4 changes total score from -166343504.000000 to -166348224.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -153742.953125 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -153743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151614.593750 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -151614.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152659.609375 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -152659.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153794.343750 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -153794.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -154837.078125 Penalty: 3620.028809
	Iteration 3F: 3 clusters Score -154837.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155034.328125 Penalty: 3620.028809
	Iteration 4F: 3 clusters Score -155034.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155159.906250 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -155159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155205.140625 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -155205.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155248.046875 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -155248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -155265.734375 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -155265.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155272.421875 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -155272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155274.343750 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -155274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155275.000000 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -155275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155275.000000 Penalty: 3620.028809
	Iteration 12F: 3 clusters Score -155275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 202996 members 
Mstep: Class 8 contains 209208 members 
Mstep: Class 9 contains 185841 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 278243 members 
Mstep: Class 12 contains 79470 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 15 contains 188497 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
Score: -166347776.000000 Penalty: 59405.718750
Splitting cluster 5 changes total score from -166343504.000000 to -166347776.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -828021.875000 Penalty: 2193.180664
	Iteration 0F: 2 clusters Score -828021.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -822424.187500 Penalty: 4386.361328
	Iteration 0F: 3 clusters Score -822424.2 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -824617.437500 Penalty: 4386.361328
	Iteration 1F: 3 clusters Score -824617.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -825629.812500 Penalty: 4386.361328
	Iteration 2F: 3 clusters Score -825629.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -826653.000000 Penalty: 4386.361328
	Iteration 3F: 3 clusters Score -826653 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -827736.937500 Penalty: 4386.361328
	Iteration 4F: 3 clusters Score -827736.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -828484.437500 Penalty: 4386.361328
	Iteration 5F: 3 clusters Score -828484.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -828860.625000 Penalty: 4386.361328
	Iteration 6Q: 3 clusters Score -828860.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -829048.687500 Penalty: 4386.361328
	Iteration 7Q: 3 clusters Score -829048.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -829181.750000 Penalty: 4386.361328
	Iteration 8Q: 3 clusters Score -829181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -829301.125000 Penalty: 4386.361328
	Iteration 9Q: 3 clusters Score -829301.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -829389.562500 Penalty: 4386.361328
	Iteration 10Q: 3 clusters Score -829389.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -829499.812500 Penalty: 4386.361328
	Iteration 11Q: 3 clusters Score -829499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -829542.875000 Penalty: 4386.361328
	Iteration 12Q: 3 clusters Score -829542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -829558.812500 Penalty: 4386.361328
	Iteration 13Q: 3 clusters Score -829558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -829569.687500 Penalty: 4386.361328
	Iteration 14Q: 3 clusters Score -829569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -829573.500000 Penalty: 4386.361328
	Iteration 15Q: 3 clusters Score -829573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -829576.000000 Penalty: 4386.361328
	Iteration 16Q: 3 clusters Score -829576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -829576.000000 Penalty: 4386.361328
	Iteration 17F: 3 clusters Score -829576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 202996 members 
Mstep: Class 8 contains 209208 members 
Mstep: Class 9 contains 185841 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 278243 members 
Mstep: Class 12 contains 79470 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 188497 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
Score: -166348432.000000 Penalty: 62900.175781
Splitting cluster 6 changes total score from -166343504.000000 to -166348432.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (202996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Entering Unmasked Estep 
Score: -26032496.000000 Penalty: 3030.793457
	Iteration 0F: 2 clusters Score -2.60325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -25904556.000000 Penalty: 6061.586914
	Iteration 0F: 3 clusters Score -2.590456e+07 nChanged 97956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -25963340.000000 Penalty: 6061.586914
	Iteration 1F: 3 clusters Score -2.596334e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -25966078.000000 Penalty: 6061.586914
	Iteration 2Q: 3 clusters Score -2.596608e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -25970394.000000 Penalty: 6061.586914
	Iteration 3Q: 3 clusters Score -2.597039e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -25976952.000000 Penalty: 6061.586914
	Iteration 4F: 3 clusters Score -2.597695e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -25987426.000000 Penalty: 6061.586914
	Iteration 5F: 3 clusters Score -2.598743e+07 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
Score: -26001112.000000 Penalty: 6061.586914
	Iteration 6F: 3 clusters Score -2.600111e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -26014524.000000 Penalty: 6061.586914
	Iteration 7F: 3 clusters Score -2.601452e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 180648 members 
Entering Unmasked Estep 
Score: -26023212.000000 Penalty: 6061.586914
	Iteration 8F: 3 clusters Score -2.602321e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -26027980.000000 Penalty: 6061.586914
	Iteration 9Q: 3 clusters Score -2.602798e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 192343 members 
Entering Unmasked Estep 
Score: -26030374.000000 Penalty: 6061.586914
	Iteration 10Q: 3 clusters Score -2.603037e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 195104 members 
Entering Unmasked Estep 
Score: -26031272.000000 Penalty: 6061.586914
	Iteration 11Q: 3 clusters Score -2.603127e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 197029 members 
Entering Unmasked Estep 
Score: -26031362.000000 Penalty: 6061.586914
	Iteration 12Q: 3 clusters Score -2.603136e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 198347 members 
Entering Unmasked Estep 
Score: -26031344.000000 Penalty: 6061.586914
	Iteration 13Q: 3 clusters Score -2.603134e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 199283 members 
Entering Unmasked Estep 
Score: -26031346.000000 Penalty: 6061.586914
	Iteration 14Q: 3 clusters Score -2.603135e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -26031326.000000 Penalty: 6061.586914
	Iteration 15Q: 3 clusters Score -2.603133e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 200523 members 
Entering Unmasked Estep 
Score: -26031288.000000 Penalty: 6061.586914
	Iteration 16Q: 3 clusters Score -2.603129e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 200894 members 
Entering Unmasked Estep 
Score: -26031192.000000 Penalty: 6061.586914
	Iteration 17Q: 3 clusters Score -2.603119e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 201168 members 
Entering Unmasked Estep 
Score: -26031120.000000 Penalty: 6061.586914
	Iteration 18Q: 3 clusters Score -2.603112e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 201348 members 
Entering Unmasked Estep 
Score: -26031102.000000 Penalty: 6061.586914
	Iteration 19Q: 3 clusters Score -2.60311e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 201449 members 
Entering Unmasked Estep 
Score: -26031076.000000 Penalty: 6061.586914
	Iteration 20F: 3 clusters Score -2.603108e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -26031084.000000 Penalty: 6061.586914
	Iteration 21Q: 3 clusters Score -2.603108e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 201619 members 
Entering Unmasked Estep 
Score: -26031086.000000 Penalty: 6061.586914
	Iteration 22Q: 3 clusters Score -2.603109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 201695 members 
Entering Unmasked Estep 
Score: -26031084.000000 Penalty: 6061.586914
	Iteration 23Q: 3 clusters Score -2.603108e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 201761 members 
Entering Unmasked Estep 
Score: -26031052.000000 Penalty: 6061.586914
	Iteration 24Q: 3 clusters Score -2.603105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 201807 members 
Entering Unmasked Estep 
Score: -26031012.000000 Penalty: 6061.586914
	Iteration 25Q: 3 clusters Score -2.603101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 201835 members 
Entering Unmasked Estep 
Score: -26031012.000000 Penalty: 6061.586914
	Iteration 26Q: 3 clusters Score -2.603101e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 201861 members 
Entering Unmasked Estep 
Score: -26031030.000000 Penalty: 6061.586914
	Iteration 27Q: 3 clusters Score -2.603103e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 201892 members 
Entering Unmasked Estep 
Score: -26031008.000000 Penalty: 6061.586914
	Iteration 28Q: 3 clusters Score -2.603101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 201918 members 
Entering Unmasked Estep 
Score: -26031002.000000 Penalty: 6061.586914
	Iteration 29Q: 3 clusters Score -2.6031e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 201938 members 
Entering Unmasked Estep 
Score: -26031018.000000 Penalty: 6061.586914
	Iteration 30Q: 3 clusters Score -2.603102e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 201964 members 
Entering Unmasked Estep 
Score: -26031006.000000 Penalty: 6061.586914
	Iteration 31Q: 3 clusters Score -2.603101e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 201987 members 
Entering Unmasked Estep 
Score: -26031010.000000 Penalty: 6061.586914
	Iteration 32Q: 3 clusters Score -2.603101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 201996 members 
Entering Unmasked Estep 
Score: -26031038.000000 Penalty: 6061.586914
	Iteration 33Q: 3 clusters Score -2.603104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 202015 members 
Entering Unmasked Estep 
Score: -26031070.000000 Penalty: 6061.586914
	Iteration 34Q: 3 clusters Score -2.603107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -26031076.000000 Penalty: 6061.586914
	Iteration 35Q: 3 clusters Score -2.603108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
Score: -26031054.000000 Penalty: 6061.586914
	Iteration 36Q: 3 clusters Score -2.603105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 202040 members 
Entering Unmasked Estep 
Score: -26031060.000000 Penalty: 6061.586914
	Iteration 37Q: 3 clusters Score -2.603106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 202049 members 
Entering Unmasked Estep 
Score: -26031048.000000 Penalty: 6061.586914
	Iteration 38Q: 3 clusters Score -2.603105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 202063 members 
Entering Unmasked Estep 
Score: -26031034.000000 Penalty: 6061.586914
	Iteration 39Q: 3 clusters Score -2.603103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 202069 members 
Entering Unmasked Estep 
Score: -26031062.000000 Penalty: 6061.586914
	Iteration 40F: 3 clusters Score -2.603106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 202051 members 
Entering Unmasked Estep 
Score: -26031100.000000 Penalty: 6061.586914
	Iteration 41Q: 3 clusters Score -2.60311e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -26031156.000000 Penalty: 6061.586914
	Iteration 42Q: 3 clusters Score -2.603116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 202015 members 
Entering Unmasked Estep 
Score: -26031172.000000 Penalty: 6061.586914
	Iteration 43Q: 3 clusters Score -2.603117e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 202022 members 
Entering Unmasked Estep 
Score: -26031198.000000 Penalty: 6061.586914
	Iteration 44Q: 3 clusters Score -2.60312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 202011 members 
Entering Unmasked Estep 
Score: -26031228.000000 Penalty: 6061.586914
	Iteration 45Q: 3 clusters Score -2.603123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 202003 members 
Entering Unmasked Estep 
Score: -26031244.000000 Penalty: 6061.586914
	Iteration 46Q: 3 clusters Score -2.603124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 201996 members 
Entering Unmasked Estep 
Score: -26031244.000000 Penalty: 6061.586914
	Iteration 47Q: 3 clusters Score -2.603124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 201990 members 
Entering Unmasked Estep 
Score: -26031252.000000 Penalty: 6061.586914
	Iteration 48Q: 3 clusters Score -2.603125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 201982 members 
Entering Unmasked Estep 
Score: -26031268.000000 Penalty: 6061.586914
	Iteration 49Q: 3 clusters Score -2.603127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -26031268.000000 Penalty: 6061.586914
	Iteration 50Q: 3 clusters Score -2.603127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -26031256.000000 Penalty: 6061.586914
	Iteration 51Q: 3 clusters Score -2.603126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 201990 members 
Entering Unmasked Estep 
Score: -26031272.000000 Penalty: 6061.586914
	Iteration 52Q: 3 clusters Score -2.603127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 201991 members 
Entering Unmasked Estep 
Score: -26031292.000000 Penalty: 6061.586914
	Iteration 53Q: 3 clusters Score -2.603129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 201993 members 
Entering Unmasked Estep 
Score: -26031286.000000 Penalty: 6061.586914
	Iteration 54Q: 3 clusters Score -2.603129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 201994 members 
Entering Unmasked Estep 
Score: -26031298.000000 Penalty: 6061.586914
	Iteration 55Q: 3 clusters Score -2.60313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 201995 members 
Entering Unmasked Estep 
Score: -26031278.000000 Penalty: 6061.586914
	Iteration 56Q: 3 clusters Score -2.603128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 201998 members 
Entering Unmasked Estep 
Score: -26031274.000000 Penalty: 6061.586914
	Iteration 57Q: 3 clusters Score -2.603127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 202000 members 
Entering Unmasked Estep 
Score: -26031280.000000 Penalty: 6061.586914
	Iteration 58Q: 3 clusters Score -2.603128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 202000 members 
Entering Unmasked Estep 
Score: -26031332.000000 Penalty: 6061.586914
	Iteration 59F: 3 clusters Score -2.603133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 201962 members 
Entering Unmasked Estep 
Score: -26031380.000000 Penalty: 6061.586914
	Iteration 60F: 3 clusters Score -2.603138e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 201938 members 
Entering Unmasked Estep 
Score: -26031386.000000 Penalty: 6061.586914
	Iteration 61Q: 3 clusters Score -2.603139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 201919 members 
Entering Unmasked Estep 
Score: -26031446.000000 Penalty: 6061.586914
	Iteration 62Q: 3 clusters Score -2.603145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 201906 members 
Entering Unmasked Estep 
Score: -26031460.000000 Penalty: 6061.586914
	Iteration 63Q: 3 clusters Score -2.603146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 201897 members 
Entering Unmasked Estep 
Score: -26031466.000000 Penalty: 6061.586914
	Iteration 64Q: 3 clusters Score -2.603147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 201887 members 
Entering Unmasked Estep 
Score: -26031470.000000 Penalty: 6061.586914
	Iteration 65Q: 3 clusters Score -2.603147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -26031462.000000 Penalty: 6061.586914
	Iteration 66Q: 3 clusters Score -2.603146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 201870 members 
Entering Unmasked Estep 
Score: -26031464.000000 Penalty: 6061.586914
	Iteration 67Q: 3 clusters Score -2.603146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 201861 members 
Entering Unmasked Estep 
Score: -26031434.000000 Penalty: 6061.586914
	Iteration 68Q: 3 clusters Score -2.603143e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 201860 members 
Entering Unmasked Estep 
Score: -26031472.000000 Penalty: 6061.586914
	Iteration 69Q: 3 clusters Score -2.603147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 201855 members 
Entering Unmasked Estep 
Score: -26031476.000000 Penalty: 6061.586914
	Iteration 70Q: 3 clusters Score -2.603148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 201853 members 
Entering Unmasked Estep 
Score: -26031472.000000 Penalty: 6061.586914
	Iteration 71Q: 3 clusters Score -2.603147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 201855 members 
Entering Unmasked Estep 
Score: -26031484.000000 Penalty: 6061.586914
	Iteration 72Q: 3 clusters Score -2.603148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 201864 members 
Entering Unmasked Estep 
Score: -26031514.000000 Penalty: 6061.586914
	Iteration 73Q: 3 clusters Score -2.603151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 201871 members 
Entering Unmasked Estep 
Score: -26031512.000000 Penalty: 6061.586914
	Iteration 74Q: 3 clusters Score -2.603151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 201871 members 
Entering Unmasked Estep 
Score: -26031512.000000 Penalty: 6061.586914
	Iteration 75Q: 3 clusters Score -2.603151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 201878 members 
Entering Unmasked Estep 
Score: -26031536.000000 Penalty: 6061.586914
	Iteration 76Q: 3 clusters Score -2.603154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 201881 members 
Entering Unmasked Estep 
Score: -26031530.000000 Penalty: 6061.586914
	Iteration 77Q: 3 clusters Score -2.603153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 201883 members 
Entering Unmasked Estep 
Score: -26031522.000000 Penalty: 6061.586914
	Iteration 78Q: 3 clusters Score -2.603152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 201881 members 
Entering Unmasked Estep 
Score: -26031546.000000 Penalty: 6061.586914
	Iteration 79Q: 3 clusters Score -2.603155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 201883 members 
Entering Unmasked Estep 
Score: -26031554.000000 Penalty: 6061.586914
	Iteration 80F: 3 clusters Score -2.603155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -26031542.000000 Penalty: 6061.586914
	Iteration 81Q: 3 clusters Score -2.603154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -26031540.000000 Penalty: 6061.586914
	Iteration 82Q: 3 clusters Score -2.603154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 201891 members 
Entering Unmasked Estep 
Score: -26031532.000000 Penalty: 6061.586914
	Iteration 83Q: 3 clusters Score -2.603153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 201891 members 
Entering Unmasked Estep 
Score: -26031530.000000 Penalty: 6061.586914
	Iteration 84Q: 3 clusters Score -2.603153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -26031522.000000 Penalty: 6061.586914
	Iteration 85Q: 3 clusters Score -2.603152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -26031522.000000 Penalty: 6061.586914
	Iteration 86F: 3 clusters Score -2.603152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (209208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209208 members 
Entering Unmasked Estep 
Score: -27140964.000000 Penalty: 3038.268799
	Iteration 0F: 2 clusters Score -2.714096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 104848 members 
Entering Unmasked Estep 
Score: -27036026.000000 Penalty: 6076.537598
	Iteration 0F: 3 clusters Score -2.703603e+07 nChanged 100570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -27094924.000000 Penalty: 6076.537598
	Iteration 1F: 3 clusters Score -2.709492e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -27096286.000000 Penalty: 6076.537598
	Iteration 2Q: 3 clusters Score -2.709629e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 120030 members 
Entering Unmasked Estep 
Score: -27098966.000000 Penalty: 6076.537598
	Iteration 3Q: 3 clusters Score -2.709897e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
Score: -27103800.000000 Penalty: 6076.537598
	Iteration 4F: 3 clusters Score -2.71038e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 140832 members 
Entering Unmasked Estep 
Score: -27111684.000000 Penalty: 6076.537598
	Iteration 5F: 3 clusters Score -2.711168e+07 nChanged 16400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -27123690.000000 Penalty: 6076.537598
	Iteration 6F: 3 clusters Score -2.712369e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -27137182.000000 Penalty: 6076.537598
	Iteration 7F: 3 clusters Score -2.713718e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -27141832.000000 Penalty: 6076.537598
	Iteration 8F: 3 clusters Score -2.714183e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 197215 members 
Entering Unmasked Estep 
Score: -27141092.000000 Penalty: 6076.537598
	Iteration 9F: 3 clusters Score -2.714109e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 202737 members 
Entering Unmasked Estep 
Score: -27140594.000000 Penalty: 6076.537598
	Iteration 10Q: 3 clusters Score -2.714059e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 205423 members 
Entering Unmasked Estep 
Score: -27140074.000000 Penalty: 6076.537598
	Iteration 11Q: 3 clusters Score -2.714007e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -27139620.000000 Penalty: 6076.537598
	Iteration 12Q: 3 clusters Score -2.713962e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 207513 members 
Entering Unmasked Estep 
Score: -27139268.000000 Penalty: 6076.537598
	Iteration 13Q: 3 clusters Score -2.713927e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -27139190.000000 Penalty: 6076.537598
	Iteration 14Q: 3 clusters Score -2.713919e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 208104 members 
Entering Unmasked Estep 
Score: -27139068.000000 Penalty: 6076.537598
	Iteration 15Q: 3 clusters Score -2.713907e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 208217 members 
Entering Unmasked Estep 
Score: -27139074.000000 Penalty: 6076.537598
	Iteration 16Q: 3 clusters Score -2.713907e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 208290 members 
Entering Unmasked Estep 
Score: -27139042.000000 Penalty: 6076.537598
	Iteration 17Q: 3 clusters Score -2.713904e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 208349 members 
Entering Unmasked Estep 
Score: -27139036.000000 Penalty: 6076.537598
	Iteration 18Q: 3 clusters Score -2.713904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 208395 members 
Entering Unmasked Estep 
Score: -27139058.000000 Penalty: 6076.537598
	Iteration 19Q: 3 clusters Score -2.713906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 208428 members 
Entering Unmasked Estep 
Score: -27139034.000000 Penalty: 6076.537598
	Iteration 20F: 3 clusters Score -2.713903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 208453 members 
Entering Unmasked Estep 
Score: -27139008.000000 Penalty: 6076.537598
	Iteration 21Q: 3 clusters Score -2.713901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 208464 members 
Entering Unmasked Estep 
Score: -27138988.000000 Penalty: 6076.537598
	Iteration 22Q: 3 clusters Score -2.713899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 208477 members 
Entering Unmasked Estep 
Score: -27138994.000000 Penalty: 6076.537598
	Iteration 23Q: 3 clusters Score -2.713899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 208483 members 
Entering Unmasked Estep 
Score: -27138982.000000 Penalty: 6076.537598
	Iteration 24Q: 3 clusters Score -2.713898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 208487 members 
Entering Unmasked Estep 
Score: -27138984.000000 Penalty: 6076.537598
	Iteration 25Q: 3 clusters Score -2.713898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 208488 members 
Entering Unmasked Estep 
Score: -27138996.000000 Penalty: 6076.537598
	Iteration 26Q: 3 clusters Score -2.7139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 208494 members 
Entering Unmasked Estep 
Score: -27138992.000000 Penalty: 6076.537598
	Iteration 27Q: 3 clusters Score -2.713899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 208494 members 
Entering Unmasked Estep 
Score: -27138988.000000 Penalty: 6076.537598
	Iteration 28Q: 3 clusters Score -2.713899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 208496 members 
Entering Unmasked Estep 
Score: -27138980.000000 Penalty: 6076.537598
	Iteration 29Q: 3 clusters Score -2.713898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -27139004.000000 Penalty: 6076.537598
	Iteration 30Q: 3 clusters Score -2.7139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 208502 members 
Entering Unmasked Estep 
Score: -27139010.000000 Penalty: 6076.537598
	Iteration 31Q: 3 clusters Score -2.713901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -27139008.000000 Penalty: 6076.537598
	Iteration 32Q: 3 clusters Score -2.713901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -27139014.000000 Penalty: 6076.537598
	Iteration 33Q: 3 clusters Score -2.713901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 208502 members 
Entering Unmasked Estep 
Score: -27139012.000000 Penalty: 6076.537598
	Iteration 34Q: 3 clusters Score -2.713901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 208506 members 
Entering Unmasked Estep 
Score: -27139026.000000 Penalty: 6076.537598
	Iteration 35Q: 3 clusters Score -2.713903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 208508 members 
Entering Unmasked Estep 
Score: -27139016.000000 Penalty: 6076.537598
	Iteration 36Q: 3 clusters Score -2.713902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 208511 members 
Entering Unmasked Estep 
Score: -27139008.000000 Penalty: 6076.537598
	Iteration 37Q: 3 clusters Score -2.713901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -27139012.000000 Penalty: 6076.537598
	Iteration 38Q: 3 clusters Score -2.713901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 208517 members 
Entering Unmasked Estep 
Score: -27139006.000000 Penalty: 6076.537598
	Iteration 39Q: 3 clusters Score -2.713901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 208518 members 
Entering Unmasked Estep 
Score: -27139008.000000 Penalty: 6076.537598
	Iteration 40F: 3 clusters Score -2.713901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185841 members 
Entering Unmasked Estep 
Score: -24055190.000000 Penalty: 3008.896240
	Iteration 0F: 2 clusters Score -2.405519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -23939522.000000 Penalty: 6017.792480
	Iteration 0F: 3 clusters Score -2.393952e+07 nChanged 89231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -23991712.000000 Penalty: 6017.792480
	Iteration 1F: 3 clusters Score -2.399171e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -23993114.000000 Penalty: 6017.792480
	Iteration 2Q: 3 clusters Score -2.399311e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -23995772.000000 Penalty: 6017.792480
	Iteration 3Q: 3 clusters Score -2.399577e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -23999862.000000 Penalty: 6017.792480
	Iteration 4Q: 3 clusters Score -2.399986e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -24006302.000000 Penalty: 6017.792480
	Iteration 5F: 3 clusters Score -2.40063e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -24015872.000000 Penalty: 6017.792480
	Iteration 6F: 3 clusters Score -2.401587e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -24027716.000000 Penalty: 6017.792480
	Iteration 7F: 3 clusters Score -2.402772e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -24039178.000000 Penalty: 6017.792480
	Iteration 8F: 3 clusters Score -2.403918e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -24047330.000000 Penalty: 6017.792480
	Iteration 9F: 3 clusters Score -2.404733e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -24051792.000000 Penalty: 6017.792480
	Iteration 10Q: 3 clusters Score -2.405179e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -24053836.000000 Penalty: 6017.792480
	Iteration 11Q: 3 clusters Score -2.405384e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -24055074.000000 Penalty: 6017.792480
	Iteration 12Q: 3 clusters Score -2.405507e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -24055876.000000 Penalty: 6017.792480
	Iteration 13Q: 3 clusters Score -2.405588e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 170746 members 
Entering Unmasked Estep 
Score: -24056066.000000 Penalty: 6017.792480
	Iteration 14Q: 3 clusters Score -2.405607e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 172988 members 
Entering Unmasked Estep 
Score: -24056230.000000 Penalty: 6017.792480
	Iteration 15Q: 3 clusters Score -2.405623e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -24056378.000000 Penalty: 6017.792480
	Iteration 16Q: 3 clusters Score -2.405638e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -24056146.000000 Penalty: 6017.792480
	Iteration 17Q: 3 clusters Score -2.405615e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -24055982.000000 Penalty: 6017.792480
	Iteration 18Q: 3 clusters Score -2.405598e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -24055762.000000 Penalty: 6017.792480
	Iteration 19Q: 3 clusters Score -2.405576e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 180067 members 
Entering Unmasked Estep 
Score: -24055578.000000 Penalty: 6017.792480
	Iteration 20F: 3 clusters Score -2.405558e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 180874 members 
Entering Unmasked Estep 
Score: -24055490.000000 Penalty: 6017.792480
	Iteration 21Q: 3 clusters Score -2.405549e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 181469 members 
Entering Unmasked Estep 
Score: -24055372.000000 Penalty: 6017.792480
	Iteration 22Q: 3 clusters Score -2.405537e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 181956 members 
Entering Unmasked Estep 
Score: -24055260.000000 Penalty: 6017.792480
	Iteration 23Q: 3 clusters Score -2.405526e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 182390 members 
Entering Unmasked Estep 
Score: -24055226.000000 Penalty: 6017.792480
	Iteration 24Q: 3 clusters Score -2.405523e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 182739 members 
Entering Unmasked Estep 
Score: -24055162.000000 Penalty: 6017.792480
	Iteration 25Q: 3 clusters Score -2.405516e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 183037 members 
Entering Unmasked Estep 
Score: -24055186.000000 Penalty: 6017.792480
	Iteration 26Q: 3 clusters Score -2.405519e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -24055118.000000 Penalty: 6017.792480
	Iteration 27Q: 3 clusters Score -2.405512e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 183456 members 
Entering Unmasked Estep 
Score: -24055034.000000 Penalty: 6017.792480
	Iteration 28Q: 3 clusters Score -2.405503e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 183605 members 
Entering Unmasked Estep 
Score: -24054966.000000 Penalty: 6017.792480
	Iteration 29Q: 3 clusters Score -2.405497e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 183735 members 
Entering Unmasked Estep 
Score: -24054952.000000 Penalty: 6017.792480
	Iteration 30Q: 3 clusters Score -2.405495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 183846 members 
Entering Unmasked Estep 
Score: -24054866.000000 Penalty: 6017.792480
	Iteration 31Q: 3 clusters Score -2.405487e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 183950 members 
Entering Unmasked Estep 
Score: -24054858.000000 Penalty: 6017.792480
	Iteration 32Q: 3 clusters Score -2.405486e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 184023 members 
Entering Unmasked Estep 
Score: -24054822.000000 Penalty: 6017.792480
	Iteration 33Q: 3 clusters Score -2.405482e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 184093 members 
Entering Unmasked Estep 
Score: -24054844.000000 Penalty: 6017.792480
	Iteration 34Q: 3 clusters Score -2.405484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -24054856.000000 Penalty: 6017.792480
	Iteration 35Q: 3 clusters Score -2.405486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 184198 members 
Entering Unmasked Estep 
Score: -24054872.000000 Penalty: 6017.792480
	Iteration 36Q: 3 clusters Score -2.405487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -24054860.000000 Penalty: 6017.792480
	Iteration 37Q: 3 clusters Score -2.405486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 184264 members 
Entering Unmasked Estep 
Score: -24054824.000000 Penalty: 6017.792480
	Iteration 38Q: 3 clusters Score -2.405482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -24054804.000000 Penalty: 6017.792480
	Iteration 39Q: 3 clusters Score -2.40548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 184324 members 
Entering Unmasked Estep 
Score: -24054816.000000 Penalty: 6017.792480
	Iteration 40F: 3 clusters Score -2.405482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -24054852.000000 Penalty: 6017.792480
	Iteration 41Q: 3 clusters Score -2.405485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 184370 members 
Entering Unmasked Estep 
Score: -24054842.000000 Penalty: 6017.792480
	Iteration 42Q: 3 clusters Score -2.405484e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 184412 members 
Entering Unmasked Estep 
Score: -24054852.000000 Penalty: 6017.792480
	Iteration 43Q: 3 clusters Score -2.405485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 184447 members 
Entering Unmasked Estep 
Score: -24054826.000000 Penalty: 6017.792480
	Iteration 44Q: 3 clusters Score -2.405483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 184486 members 
Entering Unmasked Estep 
Score: -24054804.000000 Penalty: 6017.792480
	Iteration 45Q: 3 clusters Score -2.40548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 184525 members 
Entering Unmasked Estep 
Score: -24054762.000000 Penalty: 6017.792480
	Iteration 46Q: 3 clusters Score -2.405476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 184562 members 
Entering Unmasked Estep 
Score: -24054744.000000 Penalty: 6017.792480
	Iteration 47Q: 3 clusters Score -2.405474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -24054718.000000 Penalty: 6017.792480
	Iteration 48Q: 3 clusters Score -2.405472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 184606 members 
Entering Unmasked Estep 
Score: -24054714.000000 Penalty: 6017.792480
	Iteration 49Q: 3 clusters Score -2.405471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 184619 members 
Entering Unmasked Estep 
Score: -24054736.000000 Penalty: 6017.792480
	Iteration 50Q: 3 clusters Score -2.405474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -24054752.000000 Penalty: 6017.792480
	Iteration 51Q: 3 clusters Score -2.405475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -24054742.000000 Penalty: 6017.792480
	Iteration 52Q: 3 clusters Score -2.405474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -24054742.000000 Penalty: 6017.792480
	Iteration 53Q: 3 clusters Score -2.405474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 184681 members 
Entering Unmasked Estep 
Score: -24054738.000000 Penalty: 6017.792480
	Iteration 54Q: 3 clusters Score -2.405474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -24054754.000000 Penalty: 6017.792480
	Iteration 55Q: 3 clusters Score -2.405475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -24054762.000000 Penalty: 6017.792480
	Iteration 56Q: 3 clusters Score -2.405476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -24054794.000000 Penalty: 6017.792480
	Iteration 57Q: 3 clusters Score -2.405479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -24054810.000000 Penalty: 6017.792480
	Iteration 58Q: 3 clusters Score -2.405481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 184747 members 
Entering Unmasked Estep 
Score: -24054802.000000 Penalty: 6017.792480
	Iteration 59Q: 3 clusters Score -2.40548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 184767 members 
Entering Unmasked Estep 
Score: -24054772.000000 Penalty: 6017.792480
	Iteration 60F: 3 clusters Score -2.405477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 184782 members 
Entering Unmasked Estep 
Score: -24054744.000000 Penalty: 6017.792480
	Iteration 61Q: 3 clusters Score -2.405474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 184797 members 
Entering Unmasked Estep 
Score: -24054740.000000 Penalty: 6017.792480
	Iteration 62Q: 3 clusters Score -2.405474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 184806 members 
Entering Unmasked Estep 
Score: -24054738.000000 Penalty: 6017.792480
	Iteration 63Q: 3 clusters Score -2.405474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -24054738.000000 Penalty: 6017.792480
	Iteration 64Q: 3 clusters Score -2.405474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 184834 members 
Entering Unmasked Estep 
Score: -24054728.000000 Penalty: 6017.792480
	Iteration 65Q: 3 clusters Score -2.405473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 184854 members 
Entering Unmasked Estep 
Score: -24054726.000000 Penalty: 6017.792480
	Iteration 66Q: 3 clusters Score -2.405473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 184862 members 
Entering Unmasked Estep 
Score: -24054756.000000 Penalty: 6017.792480
	Iteration 67Q: 3 clusters Score -2.405476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 184875 members 
Entering Unmasked Estep 
Score: -24054752.000000 Penalty: 6017.792480
	Iteration 68Q: 3 clusters Score -2.405475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 184883 members 
Entering Unmasked Estep 
Score: -24054732.000000 Penalty: 6017.792480
	Iteration 69Q: 3 clusters Score -2.405473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 184889 members 
Entering Unmasked Estep 
Score: -24054740.000000 Penalty: 6017.792480
	Iteration 70Q: 3 clusters Score -2.405474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 184891 members 
Entering Unmasked Estep 
Score: -24054726.000000 Penalty: 6017.792480
	Iteration 71Q: 3 clusters Score -2.405473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -24054724.000000 Penalty: 6017.792480
	Iteration 72Q: 3 clusters Score -2.405472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 184898 members 
Entering Unmasked Estep 
Score: -24054740.000000 Penalty: 6017.792480
	Iteration 73Q: 3 clusters Score -2.405474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 184903 members 
Entering Unmasked Estep 
Score: -24054748.000000 Penalty: 6017.792480
	Iteration 74Q: 3 clusters Score -2.405475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 184908 members 
Entering Unmasked Estep 
Score: -24054744.000000 Penalty: 6017.792480
	Iteration 75Q: 3 clusters Score -2.405474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 184912 members 
Entering Unmasked Estep 
Score: -24054720.000000 Penalty: 6017.792480
	Iteration 76Q: 3 clusters Score -2.405472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -24054722.000000 Penalty: 6017.792480
	Iteration 77Q: 3 clusters Score -2.405472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 184918 members 
Entering Unmasked Estep 
Score: -24054710.000000 Penalty: 6017.792480
	Iteration 78Q: 3 clusters Score -2.405471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -24054706.000000 Penalty: 6017.792480
	Iteration 79Q: 3 clusters Score -2.405471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -24054700.000000 Penalty: 6017.792480
	Iteration 80F: 3 clusters Score -2.40547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -24054692.000000 Penalty: 6017.792480
	Iteration 81Q: 3 clusters Score -2.405469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -24054686.000000 Penalty: 6017.792480
	Iteration 82Q: 3 clusters Score -2.405469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 184929 members 
Entering Unmasked Estep 
Score: -24054684.000000 Penalty: 6017.792480
	Iteration 83Q: 3 clusters Score -2.405468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -24054692.000000 Penalty: 6017.792480
	Iteration 84Q: 3 clusters Score -2.405469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -24054700.000000 Penalty: 6017.792480
	Iteration 85Q: 3 clusters Score -2.40547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 184937 members 
Entering Unmasked Estep 
Score: -24054698.000000 Penalty: 6017.792480
	Iteration 86Q: 3 clusters Score -2.40547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -24054688.000000 Penalty: 6017.792480
	Iteration 87Q: 3 clusters Score -2.405469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -24054688.000000 Penalty: 6017.792480
	Iteration 88F: 3 clusters Score -2.405469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (278243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278243 members 
Entering Unmasked Estep 
Score: -35661968.000000 Penalty: 3108.989990
	Iteration 0F: 2 clusters Score -3.566197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -35497416.000000 Penalty: 6217.979980
	Iteration 0F: 3 clusters Score -3.549742e+07 nChanged 134678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 143692 members 
Entering Unmasked Estep 
Score: -35575936.000000 Penalty: 6217.979980
	Iteration 1F: 3 clusters Score -3.557594e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131626 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -35577572.000000 Penalty: 6217.979980
	Iteration 2Q: 3 clusters Score -3.557757e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 151258 members 
Entering Unmasked Estep 
Score: -35580056.000000 Penalty: 6217.979980
	Iteration 3Q: 3 clusters Score -3.558006e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -35584020.000000 Penalty: 6217.979980
	Iteration 4Q: 3 clusters Score -3.558402e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 169378 members 
Entering Unmasked Estep 
Score: -35591116.000000 Penalty: 6217.979980
	Iteration 5F: 3 clusters Score -3.559112e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -35602228.000000 Penalty: 6217.979980
	Iteration 6F: 3 clusters Score -3.560223e+07 nChanged 20163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 201076 members 
Entering Unmasked Estep 
Score: -35617120.000000 Penalty: 6217.979980
	Iteration 7F: 3 clusters Score -3.561712e+07 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 215896 members 
Entering Unmasked Estep 
Score: -35631240.000000 Penalty: 6217.979980
	Iteration 8F: 3 clusters Score -3.563124e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 225667 members 
Entering Unmasked Estep 
Score: -35641264.000000 Penalty: 6217.979980
	Iteration 9F: 3 clusters Score -3.564126e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 231982 members 
Entering Unmasked Estep 
Score: -35646088.000000 Penalty: 6217.979980
	Iteration 10Q: 3 clusters Score -3.564609e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 236972 members 
Entering Unmasked Estep 
Score: -35648716.000000 Penalty: 6217.979980
	Iteration 11Q: 3 clusters Score -3.564872e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 241404 members 
Entering Unmasked Estep 
Score: -35650028.000000 Penalty: 6217.979980
	Iteration 12Q: 3 clusters Score -3.565003e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 245419 members 
Entering Unmasked Estep 
Score: -35651412.000000 Penalty: 6217.979980
	Iteration 13Q: 3 clusters Score -3.565141e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 249180 members 
Entering Unmasked Estep 
Score: -35652520.000000 Penalty: 6217.979980
	Iteration 14Q: 3 clusters Score -3.565252e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 252478 members 
Entering Unmasked Estep 
Score: -35653612.000000 Penalty: 6217.979980
	Iteration 15Q: 3 clusters Score -3.565361e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 255413 members 
Entering Unmasked Estep 
Score: -35654452.000000 Penalty: 6217.979980
	Iteration 16Q: 3 clusters Score -3.565445e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 258079 members 
Entering Unmasked Estep 
Score: -35655332.000000 Penalty: 6217.979980
	Iteration 17Q: 3 clusters Score -3.565533e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 260417 members 
Entering Unmasked Estep 
Score: -35656104.000000 Penalty: 6217.979980
	Iteration 18Q: 3 clusters Score -3.56561e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 262463 members 
Entering Unmasked Estep 
Score: -35656808.000000 Penalty: 6217.979980
	Iteration 19Q: 3 clusters Score -3.565681e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 264312 members 
Entering Unmasked Estep 
Score: -35657560.000000 Penalty: 6217.979980
	Iteration 20F: 3 clusters Score -3.565756e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 265947 members 
Entering Unmasked Estep 
Score: -35657996.000000 Penalty: 6217.979980
	Iteration 21Q: 3 clusters Score -3.5658e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 267295 members 
Entering Unmasked Estep 
Score: -35658328.000000 Penalty: 6217.979980
	Iteration 22Q: 3 clusters Score -3.565833e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 268502 members 
Entering Unmasked Estep 
Score: -35658660.000000 Penalty: 6217.979980
	Iteration 23Q: 3 clusters Score -3.565866e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 269588 members 
Entering Unmasked Estep 
Score: -35659012.000000 Penalty: 6217.979980
	Iteration 24Q: 3 clusters Score -3.565901e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 270525 members 
Entering Unmasked Estep 
Score: -35659376.000000 Penalty: 6217.979980
	Iteration 25Q: 3 clusters Score -3.565938e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 271312 members 
Entering Unmasked Estep 
Score: -35659456.000000 Penalty: 6217.979980
	Iteration 26Q: 3 clusters Score -3.565946e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 271963 members 
Entering Unmasked Estep 
Score: -35659620.000000 Penalty: 6217.979980
	Iteration 27Q: 3 clusters Score -3.565962e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 272573 members 
Entering Unmasked Estep 
Score: -35659684.000000 Penalty: 6217.979980
	Iteration 28Q: 3 clusters Score -3.565968e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 273106 members 
Entering Unmasked Estep 
Score: -35659808.000000 Penalty: 6217.979980
	Iteration 29Q: 3 clusters Score -3.565981e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 273538 members 
Entering Unmasked Estep 
Score: -35659956.000000 Penalty: 6217.979980
	Iteration 30Q: 3 clusters Score -3.565996e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 273922 members 
Entering Unmasked Estep 
Score: -35659996.000000 Penalty: 6217.979980
	Iteration 31Q: 3 clusters Score -3.566e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 274279 members 
Entering Unmasked Estep 
Score: -35659976.000000 Penalty: 6217.979980
	Iteration 32Q: 3 clusters Score -3.565998e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 274578 members 
Entering Unmasked Estep 
Score: -35659976.000000 Penalty: 6217.979980
	Iteration 33Q: 3 clusters Score -3.565998e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 274864 members 
Entering Unmasked Estep 
Score: -35659980.000000 Penalty: 6217.979980
	Iteration 34Q: 3 clusters Score -3.565998e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 275105 members 
Entering Unmasked Estep 
Score: -35659904.000000 Penalty: 6217.979980
	Iteration 35Q: 3 clusters Score -3.56599e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 275305 members 
Entering Unmasked Estep 
Score: -35659964.000000 Penalty: 6217.979980
	Iteration 36Q: 3 clusters Score -3.565996e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 275473 members 
Entering Unmasked Estep 
Score: -35659920.000000 Penalty: 6217.979980
	Iteration 37Q: 3 clusters Score -3.565992e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 275606 members 
Entering Unmasked Estep 
Score: -35659948.000000 Penalty: 6217.979980
	Iteration 38Q: 3 clusters Score -3.565995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 275741 members 
Entering Unmasked Estep 
Score: -35659992.000000 Penalty: 6217.979980
	Iteration 39Q: 3 clusters Score -3.565999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 275859 members 
Entering Unmasked Estep 
Score: -35659992.000000 Penalty: 6217.979980
	Iteration 40F: 3 clusters Score -3.565999e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 275971 members 
Entering Unmasked Estep 
Score: -35660020.000000 Penalty: 6217.979980
	Iteration 41Q: 3 clusters Score -3.566002e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 276069 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 42Q: 3 clusters Score -3.566002e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 276163 members 
Entering Unmasked Estep 
Score: -35660008.000000 Penalty: 6217.979980
	Iteration 43Q: 3 clusters Score -3.566001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 276246 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 44Q: 3 clusters Score -3.566003e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 276319 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 45Q: 3 clusters Score -3.566005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 276391 members 
Entering Unmasked Estep 
Score: -35660072.000000 Penalty: 6217.979980
	Iteration 46Q: 3 clusters Score -3.566007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 276452 members 
Entering Unmasked Estep 
Score: -35660076.000000 Penalty: 6217.979980
	Iteration 47Q: 3 clusters Score -3.566008e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 276521 members 
Entering Unmasked Estep 
Score: -35660044.000000 Penalty: 6217.979980
	Iteration 48Q: 3 clusters Score -3.566004e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 276569 members 
Entering Unmasked Estep 
Score: -35660032.000000 Penalty: 6217.979980
	Iteration 49Q: 3 clusters Score -3.566003e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 276604 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 50Q: 3 clusters Score -3.566002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 276638 members 
Entering Unmasked Estep 
Score: -35660036.000000 Penalty: 6217.979980
	Iteration 51Q: 3 clusters Score -3.566004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 276669 members 
Entering Unmasked Estep 
Score: -35660032.000000 Penalty: 6217.979980
	Iteration 52Q: 3 clusters Score -3.566003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 276705 members 
Entering Unmasked Estep 
Score: -35660064.000000 Penalty: 6217.979980
	Iteration 53Q: 3 clusters Score -3.566006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 276735 members 
Entering Unmasked Estep 
Score: -35660072.000000 Penalty: 6217.979980
	Iteration 54Q: 3 clusters Score -3.566007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 276752 members 
Entering Unmasked Estep 
Score: -35660104.000000 Penalty: 6217.979980
	Iteration 55Q: 3 clusters Score -3.56601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 276770 members 
Entering Unmasked Estep 
Score: -35660080.000000 Penalty: 6217.979980
	Iteration 56Q: 3 clusters Score -3.566008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 276788 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 57Q: 3 clusters Score -3.566005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 276809 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 58Q: 3 clusters Score -3.566005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 276827 members 
Entering Unmasked Estep 
Score: -35660064.000000 Penalty: 6217.979980
	Iteration 59Q: 3 clusters Score -3.566006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 276838 members 
Entering Unmasked Estep 
Score: -35660040.000000 Penalty: 6217.979980
	Iteration 60F: 3 clusters Score -3.566004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 276854 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 61Q: 3 clusters Score -3.566005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 276859 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 62Q: 3 clusters Score -3.566005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 276868 members 
Entering Unmasked Estep 
Score: -35660060.000000 Penalty: 6217.979980
	Iteration 63Q: 3 clusters Score -3.566006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 276886 members 
Entering Unmasked Estep 
Score: -35660052.000000 Penalty: 6217.979980
	Iteration 64Q: 3 clusters Score -3.566005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 276898 members 
Entering Unmasked Estep 
Score: -35660032.000000 Penalty: 6217.979980
	Iteration 65Q: 3 clusters Score -3.566003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 276906 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 66Q: 3 clusters Score -3.566001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 276916 members 
Entering Unmasked Estep 
Score: -35660008.000000 Penalty: 6217.979980
	Iteration 67Q: 3 clusters Score -3.566001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 276930 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 68Q: 3 clusters Score -3.566001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 276935 members 
Entering Unmasked Estep 
Score: -35660036.000000 Penalty: 6217.979980
	Iteration 69Q: 3 clusters Score -3.566004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 276940 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 70Q: 3 clusters Score -3.566005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 276943 members 
Entering Unmasked Estep 
Score: -35660032.000000 Penalty: 6217.979980
	Iteration 71Q: 3 clusters Score -3.566003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 276945 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 72Q: 3 clusters Score -3.566003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 276948 members 
Entering Unmasked Estep 
Score: -35660056.000000 Penalty: 6217.979980
	Iteration 73Q: 3 clusters Score -3.566006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 276952 members 
Entering Unmasked Estep 
Score: -35660048.000000 Penalty: 6217.979980
	Iteration 74Q: 3 clusters Score -3.566005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 276955 members 
Entering Unmasked Estep 
Score: -35660040.000000 Penalty: 6217.979980
	Iteration 75Q: 3 clusters Score -3.566004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 276962 members 
Entering Unmasked Estep 
Score: -35660052.000000 Penalty: 6217.979980
	Iteration 76Q: 3 clusters Score -3.566005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 276969 members 
Entering Unmasked Estep 
Score: -35660020.000000 Penalty: 6217.979980
	Iteration 77Q: 3 clusters Score -3.566002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 276975 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 78Q: 3 clusters Score -3.566003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 276982 members 
Entering Unmasked Estep 
Score: -35660020.000000 Penalty: 6217.979980
	Iteration 79Q: 3 clusters Score -3.566002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 276989 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 80F: 3 clusters Score -3.566001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 276993 members 
Entering Unmasked Estep 
Score: -35660020.000000 Penalty: 6217.979980
	Iteration 81Q: 3 clusters Score -3.566002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 276997 members 
Entering Unmasked Estep 
Score: -35660008.000000 Penalty: 6217.979980
	Iteration 82Q: 3 clusters Score -3.566001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 277002 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 83Q: 3 clusters Score -3.566001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 277004 members 
Entering Unmasked Estep 
Score: -35659996.000000 Penalty: 6217.979980
	Iteration 84Q: 3 clusters Score -3.566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 277006 members 
Entering Unmasked Estep 
Score: -35660004.000000 Penalty: 6217.979980
	Iteration 85Q: 3 clusters Score -3.566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 277009 members 
Entering Unmasked Estep 
Score: -35660008.000000 Penalty: 6217.979980
	Iteration 86Q: 3 clusters Score -3.566001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 277018 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 87Q: 3 clusters Score -3.566002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 277024 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 88Q: 3 clusters Score -3.566001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 277031 members 
Entering Unmasked Estep 
Score: -35660004.000000 Penalty: 6217.979980
	Iteration 89Q: 3 clusters Score -3.566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 277034 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 90Q: 3 clusters Score -3.566002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 277039 members 
Entering Unmasked Estep 
Score: -35659992.000000 Penalty: 6217.979980
	Iteration 91Q: 3 clusters Score -3.565999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 277049 members 
Entering Unmasked Estep 
Score: -35659972.000000 Penalty: 6217.979980
	Iteration 92Q: 3 clusters Score -3.565997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 277056 members 
Entering Unmasked Estep 
Score: -35659996.000000 Penalty: 6217.979980
	Iteration 93Q: 3 clusters Score -3.566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 277064 members 
Entering Unmasked Estep 
Score: -35659988.000000 Penalty: 6217.979980
	Iteration 94Q: 3 clusters Score -3.565999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 277070 members 
Entering Unmasked Estep 
Score: -35659984.000000 Penalty: 6217.979980
	Iteration 95Q: 3 clusters Score -3.565998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 277075 members 
Entering Unmasked Estep 
Score: -35659980.000000 Penalty: 6217.979980
	Iteration 96Q: 3 clusters Score -3.565998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 277077 members 
Entering Unmasked Estep 
Score: -35659972.000000 Penalty: 6217.979980
	Iteration 97Q: 3 clusters Score -3.565997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 277084 members 
Entering Unmasked Estep 
Score: -35660016.000000 Penalty: 6217.979980
	Iteration 98Q: 3 clusters Score -3.566002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 277091 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 99Q: 3 clusters Score -3.566002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 277094 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 100F: 3 clusters Score -3.566001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 277093 members 
Entering Unmasked Estep 
Score: -35660032.000000 Penalty: 6217.979980
	Iteration 101Q: 3 clusters Score -3.566003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 277096 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 102Q: 3 clusters Score -3.566003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 277099 members 
Entering Unmasked Estep 
Score: -35660020.000000 Penalty: 6217.979980
	Iteration 103Q: 3 clusters Score -3.566002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 277102 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 104Q: 3 clusters Score -3.566002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 277105 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 105Q: 3 clusters Score -3.566002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 277107 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 106Q: 3 clusters Score -3.566002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 277109 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 107Q: 3 clusters Score -3.566001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 277112 members 
Entering Unmasked Estep 
Score: -35660004.000000 Penalty: 6217.979980
	Iteration 108Q: 3 clusters Score -3.566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 277114 members 
Entering Unmasked Estep 
Score: -35660036.000000 Penalty: 6217.979980
	Iteration 109Q: 3 clusters Score -3.566004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 277113 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 110Q: 3 clusters Score -3.566003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 277114 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 111Q: 3 clusters Score -3.566003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 277116 members 
Entering Unmasked Estep 
Score: -35660016.000000 Penalty: 6217.979980
	Iteration 112Q: 3 clusters Score -3.566002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 277118 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 113Q: 3 clusters Score -3.566001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 277119 members 
Entering Unmasked Estep 
Score: -35660012.000000 Penalty: 6217.979980
	Iteration 114Q: 3 clusters Score -3.566001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 277120 members 
Entering Unmasked Estep 
Score: -35660024.000000 Penalty: 6217.979980
	Iteration 115Q: 3 clusters Score -3.566002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 277121 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 116Q: 3 clusters Score -3.566003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 277121 members 
Entering Unmasked Estep 
Score: -35660028.000000 Penalty: 6217.979980
	Iteration 117F: 3 clusters Score -3.566003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Entering Unmasked Estep 
Score: -9903744.000000 Penalty: 2798.217285
	Iteration 0F: 2 clusters Score -9903744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9850531.000000 Penalty: 5596.434570
	Iteration 0F: 3 clusters Score -9850531 nChanged 37259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -9871562.000000 Penalty: 5596.434570
	Iteration 1F: 3 clusters Score -9871562 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -9872302.000000 Penalty: 5596.434570
	Iteration 2Q: 3 clusters Score -9872302 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -9873220.000000 Penalty: 5596.434570
	Iteration 3Q: 3 clusters Score -9873220 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9874644.000000 Penalty: 5596.434570
	Iteration 4Q: 3 clusters Score -9874644 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -9877062.000000 Penalty: 5596.434570
	Iteration 5F: 3 clusters Score -9877062 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -9880676.000000 Penalty: 5596.434570
	Iteration 6F: 3 clusters Score -9880676 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -9885908.000000 Penalty: 5596.434570
	Iteration 7F: 3 clusters Score -9885908 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -9891645.000000 Penalty: 5596.434570
	Iteration 8F: 3 clusters Score -9891645 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9896428.000000 Penalty: 5596.434570
	Iteration 9F: 3 clusters Score -9896428 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9899326.000000 Penalty: 5596.434570
	Iteration 10Q: 3 clusters Score -9899326 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9900616.000000 Penalty: 5596.434570
	Iteration 11Q: 3 clusters Score -9900616 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9901054.000000 Penalty: 5596.434570
	Iteration 12Q: 3 clusters Score -9901054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9901177.000000 Penalty: 5596.434570
	Iteration 13Q: 3 clusters Score -9901177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9901263.000000 Penalty: 5596.434570
	Iteration 14Q: 3 clusters Score -9901263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9901295.000000 Penalty: 5596.434570
	Iteration 15Q: 3 clusters Score -9901295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9901316.000000 Penalty: 5596.434570
	Iteration 16Q: 3 clusters Score -9901316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9901330.000000 Penalty: 5596.434570
	Iteration 17Q: 3 clusters Score -9901330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9901336.000000 Penalty: 5596.434570
	Iteration 18Q: 3 clusters Score -9901336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9901345.000000 Penalty: 5596.434570
	Iteration 19Q: 3 clusters Score -9901345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9901348.000000 Penalty: 5596.434570
	Iteration 20F: 3 clusters Score -9901348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9901347.000000 Penalty: 5596.434570
	Iteration 21Q: 3 clusters Score -9901347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9901347.000000 Penalty: 5596.434570
	Iteration 22F: 3 clusters Score -9901347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Entering Unmasked Estep 
Score: -4164869.500000 Penalty: 2570.969482
	Iteration 0F: 2 clusters Score -4164870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4143085.250000 Penalty: 5141.938965
	Iteration 0F: 3 clusters Score -4143085 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4150863.250000 Penalty: 5141.938965
	Iteration 1F: 3 clusters Score -4150863 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4151325.750000 Penalty: 5141.938965
	Iteration 2Q: 3 clusters Score -4151326 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4151743.500000 Penalty: 5141.938965
	Iteration 3Q: 3 clusters Score -4151744 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4152140.750000 Penalty: 5141.938965
	Iteration 4Q: 3 clusters Score -4152141 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4152556.500000 Penalty: 5141.938965
	Iteration 5Q: 3 clusters Score -4152556 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4153067.750000 Penalty: 5141.938965
	Iteration 6Q: 3 clusters Score -4153068 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4153610.750000 Penalty: 5141.938965
	Iteration 7Q: 3 clusters Score -4153611 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4154282.750000 Penalty: 5141.938965
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4162660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4162662.750000 Penalty: 5141.938965
	Iteration 102Q: 3 clusters Score -4162663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4162680.000000 Penalty: 5141.938965
	Iteration 103Q: 3 clusters Score -4162680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4162696.500000 Penalty: 5141.938965
	Iteration 104Q: 3 clusters Score -4162696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4162701.750000 Penalty: 5141.938965
	Iteration 105Q: 3 clusters Score -4162702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4162699.750000 Penalty: 5141.938965
	Iteration 106Q: 3 clusters Score -4162700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4162703.000000 Penalty: 5141.938965
	Iteration 107Q: 3 clusters Score -4162703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4162702.750000 Penalty: 5141.938965
	Iteration 108Q: 3 clusters Score -4162703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4162711.500000 Penalty: 5141.938965
	Iteration 109Q: 3 clusters Score -4162712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4162707.250000 Penalty: 5141.938965
	Iteration 110Q: 3 clusters Score -4162707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4162711.000000 Penalty: 5141.938965
	Iteration 111Q: 3 clusters Score -4162711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4162706.500000 Penalty: 5141.938965
	Iteration 112Q: 3 clusters Score -4162706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4162725.000000 Penalty: 5141.938965
	Iteration 113Q: 3 clusters Score -4162725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4162717.000000 Penalty: 5141.938965
	Iteration 114Q: 3 clusters Score -4162717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4162726.000000 Penalty: 5141.938965
	Iteration 115Q: 3 clusters Score -4162726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4162722.750000 Penalty: 5141.938965
	Iteration 116Q: 3 clusters Score -4162723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4162724.250000 Penalty: 5141.938965
	Iteration 117Q: 3 clusters Score -4162724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4162727.000000 Penalty: 5141.938965
	Iteration 118Q: 3 clusters Score -4162727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4162729.500000 Penalty: 5141.938965
	Iteration 119Q: 3 clusters Score -4162730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4162735.250000 Penalty: 5141.938965
	Iteration 120F: 3 clusters Score -4162735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4162730.750000 Penalty: 5141.938965
	Iteration 121Q: 3 clusters Score -4162731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4162743.250000 Penalty: 5141.938965
	Iteration 122Q: 3 clusters Score -4162743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4162742.250000 Penalty: 5141.938965
	Iteration 123Q: 3 clusters Score -4162742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4162748.750000 Penalty: 5141.938965
	Iteration 124Q: 3 clusters Score -4162749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4162745.250000 Penalty: 5141.938965
	Iteration 125Q: 3 clusters Score -4162745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4162741.500000 Penalty: 5141.938965
	Iteration 126Q: 3 clusters Score -4162742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4162750.000000 Penalty: 5141.938965
	Iteration 127Q: 3 clusters Score -4162750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4162747.000000 Penalty: 5141.938965
	Iteration 128Q: 3 clusters Score -4162747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4162749.250000 Penalty: 5141.938965
	Iteration 129Q: 3 clusters Score -4162749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -4162749.750000 Penalty: 5141.938965
	Iteration 130Q: 3 clusters Score -4162750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4162753.750000 Penalty: 5141.938965
	Iteration 131Q: 3 clusters Score -4162754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4162758.750000 Penalty: 5141.938965
	Iteration 132Q: 3 clusters Score -4162759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4162761.000000 Penalty: 5141.938965
	Iteration 133Q: 3 clusters Score -4162761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4162762.500000 Penalty: 5141.938965
	Iteration 134Q: 3 clusters Score -4162762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4162767.250000 Penalty: 5141.938965
	Iteration 135Q: 3 clusters Score -4162767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4162764.500000 Penalty: 5141.938965
	Iteration 136Q: 3 clusters Score -4162764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4162767.000000 Penalty: 5141.938965
	Iteration 137Q: 3 clusters Score -4162767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4162769.750000 Penalty: 5141.938965
	Iteration 138Q: 3 clusters Score -4162770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4162771.500000 Penalty: 5141.938965
	Iteration 139Q: 3 clusters Score -4162772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4162780.750000 Penalty: 5141.938965
	Iteration 140F: 3 clusters Score -4162781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4162786.250000 Penalty: 5141.938965
	Iteration 141Q: 3 clusters Score -4162786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4162781.750000 Penalty: 5141.938965
	Iteration 142Q: 3 clusters Score -4162782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4162782.500000 Penalty: 5141.938965
	Iteration 143Q: 3 clusters Score -4162782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4162784.000000 Penalty: 5141.938965
	Iteration 144Q: 3 clusters Score -4162784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4162778.250000 Penalty: 5141.938965
	Iteration 145Q: 3 clusters Score -4162778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4162778.250000 Penalty: 5141.938965
	Iteration 146Q: 3 clusters Score -4162778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4162780.500000 Penalty: 5141.938965
	Iteration 147Q: 3 clusters Score -4162780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4162778.000000 Penalty: 5141.938965
	Iteration 148Q: 3 clusters Score -4162778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4162785.250000 Penalty: 5141.938965
	Iteration 149Q: 3 clusters Score -4162785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4162787.000000 Penalty: 5141.938965
	Iteration 150Q: 3 clusters Score -4162787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4162788.250000 Penalty: 5141.938965
	Iteration 151Q: 3 clusters Score -4162788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4162785.750000 Penalty: 5141.938965
	Iteration 152Q: 3 clusters Score -4162786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4162787.750000 Penalty: 5141.938965
	Iteration 153Q: 3 clusters Score -4162788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4162791.250000 Penalty: 5141.938965
	Iteration 154Q: 3 clusters Score -4162791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4162792.750000 Penalty: 5141.938965
	Iteration 155Q: 3 clusters Score -4162793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4162794.000000 Penalty: 5141.938965
	Iteration 156Q: 3 clusters Score -4162794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4162794.750000 Penalty: 5141.938965
	Iteration 157Q: 3 clusters Score -4162795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4162792.750000 Penalty: 5141.938965
	Iteration 158Q: 3 clusters Score -4162793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4162795.500000 Penalty: 5141.938965
	Iteration 159Q: 3 clusters Score -4162796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4162791.500000 Penalty: 5141.938965
	Iteration 160F: 3 clusters Score -4162792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4162794.000000 Penalty: 5141.938965
	Iteration 161Q: 3 clusters Score -4162794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4162794.000000 Penalty: 5141.938965
	Iteration 162F: 3 clusters Score -4162794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 188497 members 
Entering Unmasked Estep 
Score: -24205020.000000 Penalty: 3012.415527
	Iteration 0F: 2 clusters Score -2.420502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -24087086.000000 Penalty: 6024.831055
	Iteration 0F: 3 clusters Score -2.408709e+07 nChanged 90229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -24139994.000000 Penalty: 6024.831055
	Iteration 1F: 3 clusters Score -2.413999e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -24141536.000000 Penalty: 6024.831055
	Iteration 2Q: 3 clusters Score -2.414154e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -24144162.000000 Penalty: 6024.831055
	Iteration 3Q: 3 clusters Score -2.414416e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -24148352.000000 Penalty: 6024.831055
	Iteration 4Q: 3 clusters Score -2.414835e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -24154502.000000 Penalty: 6024.831055
	Iteration 5F: 3 clusters Score -2.41545e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -24162486.000000 Penalty: 6024.831055
	Iteration 6F: 3 clusters Score -2.416249e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -24171366.000000 Penalty: 6024.831055
	Iteration 7F: 3 clusters Score -2.417137e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -24179902.000000 Penalty: 6024.831055
	Iteration 8F: 3 clusters Score -2.41799e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -24186632.000000 Penalty: 6024.831055
	Iteration 9F: 3 clusters Score -2.418663e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -24190782.000000 Penalty: 6024.831055
	Iteration 10Q: 3 clusters Score -2.419078e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -24193260.000000 Penalty: 6024.831055
	Iteration 11Q: 3 clusters Score -2.419326e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146388 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -24194684.000000 Penalty: 6024.831055
	Iteration 12Q: 3 clusters Score -2.419468e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -24195700.000000 Penalty: 6024.831055
	Iteration 13Q: 3 clusters Score -2.41957e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -24196780.000000 Penalty: 6024.831055
	Iteration 14Q: 3 clusters Score -2.419678e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -24197596.000000 Penalty: 6024.831055
	Iteration 15Q: 3 clusters Score -2.41976e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -24198388.000000 Penalty: 6024.831055
	Iteration 16Q: 3 clusters Score -2.419839e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -24199116.000000 Penalty: 6024.831055
	Iteration 17Q: 3 clusters Score -2.419912e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -24199538.000000 Penalty: 6024.831055
	Iteration 18Q: 3 clusters Score -2.419954e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164764 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -24200152.000000 Penalty: 6024.831055
	Iteration 19Q: 3 clusters Score -2.420015e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166699 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -24200694.000000 Penalty: 6024.831055
	Iteration 20F: 3 clusters Score -2.420069e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -24201148.000000 Penalty: 6024.831055
	Iteration 21Q: 3 clusters Score -2.420115e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -24201414.000000 Penalty: 6024.831055
	Iteration 22Q: 3 clusters Score -2.420141e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -24201716.000000 Penalty: 6024.831055
	Iteration 23Q: 3 clusters Score -2.420172e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -24201978.000000 Penalty: 6024.831055
	Iteration 24Q: 3 clusters Score -2.420198e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -24202174.000000 Penalty: 6024.831055
	Iteration 25Q: 3 clusters Score -2.420217e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -24202324.000000 Penalty: 6024.831055
	Iteration 26Q: 3 clusters Score -2.420232e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177127 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -24202406.000000 Penalty: 6024.831055
	Iteration 27Q: 3 clusters Score -2.420241e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178141 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -24202636.000000 Penalty: 6024.831055
	Iteration 28Q: 3 clusters Score -2.420264e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179046 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -24202800.000000 Penalty: 6024.831055
	Iteration 29Q: 3 clusters Score -2.42028e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -24203002.000000 Penalty: 6024.831055
	Iteration 30Q: 3 clusters Score -2.4203e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -24203008.000000 Penalty: 6024.831055
	Iteration 31Q: 3 clusters Score -2.420301e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181101 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -24203038.000000 Penalty: 6024.831055
	Iteration 32Q: 3 clusters Score -2.420304e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -24203092.000000 Penalty: 6024.831055
	Iteration 33Q: 3 clusters Score -2.420309e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182073 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -24203128.000000 Penalty: 6024.831055
	Iteration 34Q: 3 clusters Score -2.420313e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182420 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -24203154.000000 Penalty: 6024.831055
	Iteration 35Q: 3 clusters Score -2.420315e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -24203218.000000 Penalty: 6024.831055
	Iteration 36Q: 3 clusters Score -2.420322e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -24203226.000000 Penalty: 6024.831055
	Iteration 37Q: 3 clusters Score -2.420323e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183301 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -24203250.000000 Penalty: 6024.831055
	Iteration 38Q: 3 clusters Score -2.420325e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183541 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -24203258.000000 Penalty: 6024.831055
	Iteration 39Q: 3 clusters Score -2.420326e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183768 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -24203156.000000 Penalty: 6024.831055
	Iteration 40F: 3 clusters Score -2.420316e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183964 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -24203186.000000 Penalty: 6024.831055
	Iteration 41Q: 3 clusters Score -2.420319e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -24203154.000000 Penalty: 6024.831055
	Iteration 42Q: 3 clusters Score -2.420315e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184237 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -24203142.000000 Penalty: 6024.831055
	Iteration 43Q: 3 clusters Score -2.420314e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184354 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -24203138.000000 Penalty: 6024.831055
	Iteration 44Q: 3 clusters Score -2.420314e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184474 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -24203130.000000 Penalty: 6024.831055
	Iteration 45Q: 3 clusters Score -2.420313e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -24203182.000000 Penalty: 6024.831055
	Iteration 46Q: 3 clusters Score -2.420318e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184646 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -24203128.000000 Penalty: 6024.831055
	Iteration 47Q: 3 clusters Score -2.420313e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184735 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -24203080.000000 Penalty: 6024.831055
	Iteration 48Q: 3 clusters Score -2.420308e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -24203110.000000 Penalty: 6024.831055
	Iteration 49Q: 3 clusters Score -2.420311e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -24203138.000000 Penalty: 6024.831055
	Iteration 50Q: 3 clusters Score -2.420314e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184966 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -24203154.000000 Penalty: 6024.831055
	Iteration 51Q: 3 clusters Score -2.420315e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -24203182.000000 Penalty: 6024.831055
	Iteration 52Q: 3 clusters Score -2.420318e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -24203148.000000 Penalty: 6024.831055
	Iteration 53Q: 3 clusters Score -2.420315e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -24203156.000000 Penalty: 6024.831055
	Iteration 54Q: 3 clusters Score -2.420316e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -24203184.000000 Penalty: 6024.831055
	Iteration 55Q: 3 clusters Score -2.420318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -24203168.000000 Penalty: 6024.831055
	Iteration 56Q: 3 clusters Score -2.420317e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -24203166.000000 Penalty: 6024.831055
	Iteration 57Q: 3 clusters Score -2.420317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24203172.000000 Penalty: 6024.831055
	Iteration 58Q: 3 clusters Score -2.420317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185411 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -24203158.000000 Penalty: 6024.831055
	Iteration 59Q: 3 clusters Score -2.420316e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -24203204.000000 Penalty: 6024.831055
	Iteration 60F: 3 clusters Score -2.42032e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185495 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -24203184.000000 Penalty: 6024.831055
	Iteration 61Q: 3 clusters Score -2.420318e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185537 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24203214.000000 Penalty: 6024.831055
	Iteration 62Q: 3 clusters Score -2.420321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185567 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -24203228.000000 Penalty: 6024.831055
	Iteration 63Q: 3 clusters Score -2.420323e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185598 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -24203240.000000 Penalty: 6024.831055
	Iteration 64Q: 3 clusters Score -2.420324e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185632 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -24203250.000000 Penalty: 6024.831055
	Iteration 65Q: 3 clusters Score -2.420325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -24203236.000000 Penalty: 6024.831055
	Iteration 66Q: 3 clusters Score -2.420324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185687 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -24203208.000000 Penalty: 6024.831055
	Iteration 67Q: 3 clusters Score -2.420321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185707 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -24203200.000000 Penalty: 6024.831055
	Iteration 68Q: 3 clusters Score -2.42032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185723 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24203210.000000 Penalty: 6024.831055
	Iteration 69Q: 3 clusters Score -2.420321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -24203208.000000 Penalty: 6024.831055
	Iteration 70Q: 3 clusters Score -2.420321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185761 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -24203230.000000 Penalty: 6024.831055
	Iteration 71Q: 3 clusters Score -2.420323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185772 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -24203230.000000 Penalty: 6024.831055
	Iteration 72Q: 3 clusters Score -2.420323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185778 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -24203218.000000 Penalty: 6024.831055
	Iteration 73Q: 3 clusters Score -2.420322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185781 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24203216.000000 Penalty: 6024.831055
	Iteration 74Q: 3 clusters Score -2.420322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -24203218.000000 Penalty: 6024.831055
	Iteration 75Q: 3 clusters Score -2.420322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -24203216.000000 Penalty: 6024.831055
	Iteration 76Q: 3 clusters Score -2.420322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185797 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -24203234.000000 Penalty: 6024.831055
	Iteration 77Q: 3 clusters Score -2.420323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185803 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -24203228.000000 Penalty: 6024.831055
	Iteration 78Q: 3 clusters Score -2.420323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -24203226.000000 Penalty: 6024.831055
	Iteration 79Q: 3 clusters Score -2.420323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -24203232.000000 Penalty: 6024.831055
	Iteration 80F: 3 clusters Score -2.420323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24203224.000000 Penalty: 6024.831055
	Iteration 81Q: 3 clusters Score -2.420322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -24203224.000000 Penalty: 6024.831055
	Iteration 82Q: 3 clusters Score -2.420322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -24203224.000000 Penalty: 6024.831055
	Iteration 83F: 3 clusters Score -2.420322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Entering Unmasked Estep 
Score: -6281852.000000 Penalty: 2675.643799
	Iteration 0F: 2 clusters Score -6281852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -6249075.000000 Penalty: 5351.287598
	Iteration 0F: 3 clusters Score -6249075 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6261422.500000 Penalty: 5351.287598
	Iteration 1F: 3 clusters Score -6261422 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6262062.000000 Penalty: 5351.287598
	Iteration 2Q: 3 clusters Score -6262062 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6262626.500000 Penalty: 5351.287598
	Iteration 3Q: 3 clusters Score -6262626 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6263272.000000 Penalty: 5351.287598
	Iteration 4Q: 3 clusters Score -6263272 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6264055.500000 Penalty: 5351.287598
	Iteration 5Q: 3 clusters Score -6264056 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -6264871.000000 Penalty: 5351.287598
	Iteration 6Q: 3 clusters Score -6264871 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -6265742.000000 Penalty: 5351.287598
	Iteration 7Q: 3 clusters Score -6265742 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6266613.500000 Penalty: 5351.287598
	Iteration 8Q: 3 clusters Score -6266614 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -6267579.000000 Penalty: 5351.287598
	Iteration 9Q: 3 clusters Score -6267579 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -6268596.000000 Penalty: 5351.287598
	Iteration 10Q: 3 clusters Score -6268596 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6269732.500000 Penalty: 5351.287598
	Iteration 11Q: 3 clusters Score -6269732 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -6270970.500000 Penalty: 5351.287598
	Iteration 12Q: 3 clusters Score -6270970 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6272116.000000 Penalty: 5351.287598
	Iteration 13Q: 3 clusters Score -6272116 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -6273066.000000 Penalty: 5351.287598
	Iteration 14Q: 3 clusters Score -6273066 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6273897.000000 Penalty: 5351.287598
	Iteration 15Q: 3 clusters Score -6273897 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -6274410.000000 Penalty: 5351.287598
	Iteration 16Q: 3 clusters Score -6274410 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -6274778.500000 Penalty: 5351.287598
	Iteration 17Q: 3 clusters Score -6274778 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -6275058.500000 Penalty: 5351.287598
	Iteration 18Q: 3 clusters Score -6275058 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -6275272.500000 Penalty: 5351.287598
	Iteration 19Q: 3 clusters Score -6275272 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -6275528.500000 Penalty: 5351.287598
	Iteration 20F: 3 clusters Score -6275528 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -6275765.000000 Penalty: 5351.287598
	Iteration 21Q: 3 clusters Score -6275765 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -6276017.500000 Penalty: 5351.287598
	Iteration 22Q: 3 clusters Score -6276018 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -6276313.500000 Penalty: 5351.287598
	Iteration 23Q: 3 clusters Score -6276314 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6276624.000000 Penalty: 5351.287598
	Iteration 24Q: 3 clusters Score -6276624 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -6276952.500000 Penalty: 5351.287598
	Iteration 25Q: 3 clusters Score -6276952 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -6277331.500000 Penalty: 5351.287598
	Iteration 26Q: 3 clusters Score -6277332 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6277634.000000 Penalty: 5351.287598
	Iteration 27Q: 3 clusters Score -6277634 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6277919.500000 Penalty: 5351.287598
	Iteration 28Q: 3 clusters Score -6277920 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6278202.500000 Penalty: 5351.287598
	Iteration 29Q: 3 clusters Score -6278202 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6278460.000000 Penalty: 5351.287598
	Iteration 30Q: 3 clusters Score -6278460 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6278707.500000 Penalty: 5351.287598
	Iteration 31Q: 3 clusters Score -6278708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6278903.500000 Penalty: 5351.287598
	Iteration 32Q: 3 clusters Score -6278904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6279043.500000 Penalty: 5351.287598
	Iteration 33Q: 3 clusters Score -6279044 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6279157.000000 Penalty: 5351.287598
	Iteration 34Q: 3 clusters Score -6279157 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6279215.000000 Penalty: 5351.287598
	Iteration 35Q: 3 clusters Score -6279215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6279299.000000 Penalty: 5351.287598
	Iteration 36Q: 3 clusters Score -6279299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6279342.000000 Penalty: 5351.287598
	Iteration 37Q: 3 clusters Score -6279342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6279384.000000 Penalty: 5351.287598
	Iteration 38Q: 3 clusters Score -6279384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6279418.500000 Penalty: 5351.287598
	Iteration 39Q: 3 clusters Score -6279418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6279450.000000 Penalty: 5351.287598
	Iteration 40F: 3 clusters Score -6279450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6279463.500000 Penalty: 5351.287598
	Iteration 41Q: 3 clusters Score -6279464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6279471.000000 Penalty: 5351.287598
	Iteration 42Q: 3 clusters Score -6279471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6279477.000000 Penalty: 5351.287598
	Iteration 43Q: 3 clusters Score -6279477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6279483.000000 Penalty: 5351.287598
	Iteration 44Q: 3 clusters Score -6279483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6279493.000000 Penalty: 5351.287598
	Iteration 45Q: 3 clusters Score -6279493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6279495.500000 Penalty: 5351.287598
	Iteration 46Q: 3 clusters Score -6279496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6279502.000000 Penalty: 5351.287598
	Iteration 47Q: 3 clusters Score -6279502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6279511.000000 Penalty: 5351.287598
	Iteration 48Q: 3 clusters Score -6279511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6279528.500000 Penalty: 5351.287598
	Iteration 49Q: 3 clusters Score -6279528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6279537.500000 Penalty: 5351.287598
	Iteration 50Q: 3 clusters Score -6279538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6279550.000000 Penalty: 5351.287598
	Iteration 51Q: 3 clusters Score -6279550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6279556.000000 Penalty: 5351.287598
	Iteration 52Q: 3 clusters Score -6279556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6279565.500000 Penalty: 5351.287598
	Iteration 53Q: 3 clusters Score -6279566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6279567.000000 Penalty: 5351.287598
	Iteration 54Q: 3 clusters Score -6279567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6279576.000000 Penalty: 5351.287598
	Iteration 55Q: 3 clusters Score -6279576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6279583.500000 Penalty: 5351.287598
	Iteration 56Q: 3 clusters Score -6279584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6279587.500000 Penalty: 5351.287598
	Iteration 57Q: 3 clusters Score -6279588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6279584.500000 Penalty: 5351.287598
	Iteration 58Q: 3 clusters Score -6279584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6279591.000000 Penalty: 5351.287598
	Iteration 59Q: 3 clusters Score -6279591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6279591.000000 Penalty: 5351.287598
	Iteration 60F: 3 clusters Score -6279591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -2098622.250000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -2098622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2087186.125000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -2087186 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2090846.000000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -2090846 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2091206.250000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -2091206 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2091483.625000 Penalty: 4795.870117
	Iteration 3Q: 3 clusters Score -2091484 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2091670.125000 Penalty: 4795.870117
	Iteration 4Q: 3 clusters Score -2091670 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2091808.375000 Penalty: 4795.870117
	Iteration 5Q: 3 clusters Score -2091808 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2091932.000000 Penalty: 4795.870117
	Iteration 6Q: 3 clusters Score -2091932 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2092035.500000 Penalty: 4795.870117
	Iteration 7Q: 3 clusters Score -2092036 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2092134.500000 Penalty: 4795.870117
	Iteration 8Q: 3 clusters Score -2092134 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2092217.250000 Penalty: 4795.870117
	Iteration 9Q: 3 clusters Score -2092217 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2092329.000000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -2092329 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2092437.750000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -2092438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2092558.750000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -2092559 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2092691.750000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -2092692 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2092842.875000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -2092843 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2093019.000000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -2093019 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2093229.625000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -2093230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2093477.625000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -2093478 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2093753.250000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -2093753 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2094029.500000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -2094030 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2094244.250000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -2094244 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2094410.625000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -2094411 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2094537.500000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -2094538 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2094624.750000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -2094625 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2094709.000000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -2094709 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2094786.625000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -2094787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2094839.500000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -2094840 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2094876.750000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -2094877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2094897.500000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -2094898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2094919.750000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -2094920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2094940.750000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -2094941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2094956.250000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -2094956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2094972.625000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -2094973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2094988.750000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -2094989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2095009.500000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -2095010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2095032.625000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -2095033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2095048.625000 Penalty: 4795.870117
	Iteration 36Q: 3 clusters Score -2095049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2095070.750000 Penalty: 4795.870117
	Iteration 37Q: 3 clusters Score -2095071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2095084.625000 Penalty: 4795.870117
	Iteration 38Q: 3 clusters Score -2095085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2095103.500000 Penalty: 4795.870117
	Iteration 39Q: 3 clusters Score -2095104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2095136.375000 Penalty: 4795.870117
	Iteration 40F: 3 clusters Score -2095136 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2095160.625000 Penalty: 4795.870117
	Iteration 41Q: 3 clusters Score -2095161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2095190.375000 Penalty: 4795.870117
	Iteration 42Q: 3 clusters Score -2095190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2095209.875000 Penalty: 4795.870117
	Iteration 43Q: 3 clusters Score -2095210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2095238.125000 Penalty: 4795.870117
	Iteration 44Q: 3 clusters Score -2095238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2095260.750000 Penalty: 4795.870117
	Iteration 45Q: 3 clusters Score -2095261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2095284.125000 Penalty: 4795.870117
	Iteration 46Q: 3 clusters Score -2095284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2095306.500000 Penalty: 4795.870117
	Iteration 47Q: 3 clusters Score -2095306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2095326.750000 Penalty: 4795.870117
	Iteration 48Q: 3 clusters Score -2095327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2095346.625000 Penalty: 4795.870117
	Iteration 49Q: 3 clusters Score -2095347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2095367.750000 Penalty: 4795.870117
	Iteration 50Q: 3 clusters Score -2095368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2095386.000000 Penalty: 4795.870117
	Iteration 51Q: 3 clusters Score -2095386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2095411.500000 Penalty: 4795.870117
	Iteration 52Q: 3 clusters Score -2095412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2095444.250000 Penalty: 4795.870117
	Iteration 53Q: 3 clusters Score -2095444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2095484.875000 Penalty: 4795.870117
	Iteration 54Q: 3 clusters Score -2095485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2095517.250000 Penalty: 4795.870117
	Iteration 55Q: 3 clusters Score -2095517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2095570.250000 Penalty: 4795.870117
	Iteration 56Q: 3 clusters Score -2095570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2095611.875000 Penalty: 4795.870117
	Iteration 57Q: 3 clusters Score -2095612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2095674.500000 Penalty: 4795.870117
	Iteration 58Q: 3 clusters Score -2095674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2095736.625000 Penalty: 4795.870117
	Iteration 59Q: 3 clusters Score -2095737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2095790.125000 Penalty: 4795.870117
	Iteration 60F: 3 clusters Score -2095790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2095844.875000 Penalty: 4795.870117
	Iteration 61Q: 3 clusters Score -2095845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2095889.750000 Penalty: 4795.870117
	Iteration 62Q: 3 clusters Score -2095890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2095938.750000 Penalty: 4795.870117
	Iteration 63Q: 3 clusters Score -2095939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2095968.375000 Penalty: 4795.870117
	Iteration 64Q: 3 clusters Score -2095968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2096001.375000 Penalty: 4795.870117
	Iteration 65Q: 3 clusters Score -2096001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2096030.375000 Penalty: 4795.870117
	Iteration 66Q: 3 clusters Score -2096030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2096054.250000 Penalty: 4795.870117
	Iteration 67Q: 3 clusters Score -2096054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2096084.000000 Penalty: 4795.870117
	Iteration 68Q: 3 clusters Score -2096084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2096117.250000 Penalty: 4795.870117
	Iteration 69Q: 3 clusters Score -2096117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2096139.250000 Penalty: 4795.870117
	Iteration 70Q: 3 clusters Score -2096139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2096152.250000 Penalty: 4795.870117
	Iteration 71Q: 3 clusters Score -2096152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2096165.125000 Penalty: 4795.870117
	Iteration 72Q: 3 clusters Score -2096165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2096185.750000 Penalty: 4795.870117
	Iteration 73Q: 3 clusters Score -2096186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2096200.500000 Penalty: 4795.870117
	Iteration 74Q: 3 clusters Score -2096200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2096218.625000 Penalty: 4795.870117
	Iteration 75Q: 3 clusters Score -2096219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2096230.875000 Penalty: 4795.870117
	Iteration 76Q: 3 clusters Score -2096231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2096247.500000 Penalty: 4795.870117
	Iteration 77Q: 3 clusters Score -2096248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2096267.125000 Penalty: 4795.870117
	Iteration 78Q: 3 clusters Score -2096267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2096290.500000 Penalty: 4795.870117
	Iteration 79Q: 3 clusters Score -2096290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2096311.125000 Penalty: 4795.870117
	Iteration 80F: 3 clusters Score -2096311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2096327.875000 Penalty: 4795.870117
	Iteration 81Q: 3 clusters Score -2096328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2096349.750000 Penalty: 4795.870117
	Iteration 82Q: 3 clusters Score -2096350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2096360.125000 Penalty: 4795.870117
	Iteration 83Q: 3 clusters Score -2096360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2096377.625000 Penalty: 4795.870117
	Iteration 84Q: 3 clusters Score -2096378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2096399.625000 Penalty: 4795.870117
	Iteration 85Q: 3 clusters Score -2096400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2096406.000000 Penalty: 4795.870117
	Iteration 86Q: 3 clusters Score -2096406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2096417.250000 Penalty: 4795.870117
	Iteration 87Q: 3 clusters Score -2096417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2096426.750000 Penalty: 4795.870117
	Iteration 88Q: 3 clusters Score -2096427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2096432.375000 Penalty: 4795.870117
	Iteration 89Q: 3 clusters Score -2096432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2096442.625000 Penalty: 4795.870117
	Iteration 90Q: 3 clusters Score -2096443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2096450.875000 Penalty: 4795.870117
	Iteration 91Q: 3 clusters Score -2096451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2096465.625000 Penalty: 4795.870117
	Iteration 92Q: 3 clusters Score -2096466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2096469.500000 Penalty: 4795.870117
	Iteration 93Q: 3 clusters Score -2096470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2096473.000000 Penalty: 4795.870117
	Iteration 94Q: 3 clusters Score -2096473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2096478.375000 Penalty: 4795.870117
	Iteration 95Q: 3 clusters Score -2096478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2096483.625000 Penalty: 4795.870117
	Iteration 96Q: 3 clusters Score -2096484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2096484.875000 Penalty: 4795.870117
	Iteration 97Q: 3 clusters Score -2096485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2096487.000000 Penalty: 4795.870117
	Iteration 98Q: 3 clusters Score -2096487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2096487.250000 Penalty: 4795.870117
	Iteration 99Q: 3 clusters Score -2096487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2096487.250000 Penalty: 4795.870117
	Iteration 100F: 3 clusters Score -2096487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2096489.125000 Penalty: 4795.870117
	Iteration 101Q: 3 clusters Score -2096489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2096487.000000 Penalty: 4795.870117
	Iteration 102Q: 3 clusters Score -2096487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2096489.125000 Penalty: 4795.870117
	Iteration 103Q: 3 clusters Score -2096489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2096489.000000 Penalty: 4795.870117
	Iteration 104Q: 3 clusters Score -2096489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2096489.000000 Penalty: 4795.870117
	Iteration 105F: 3 clusters Score -2096489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -147782.046875 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -147782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145762.093750 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -145762.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147061.609375 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -147061.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147972.093750 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -147972.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -148617.562500 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -148617.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -149258.031250 Penalty: 3604.346436
	Iteration 4F: 3 clusters Score -149258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -149714.125000 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -149714.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -149769.812500 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -149769.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -149793.609375 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -149793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -149803.593750 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -149803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -149823.625000 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -149823.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149876.703125 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -149876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -149918.531250 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -149918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -149976.062500 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -149976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -150162.921875 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -150162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -150196.078125 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -150196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150213.562500 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -150213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150220.437500 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -150220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -150225.859375 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -150225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -150228.656250 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -150228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -150231.312500 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -150231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -150232.968750 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -150233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -150235.906250 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -150235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -150240.406250 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -150240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -150249.984375 Penalty: 3604.346436
	Iteration 23Q: 3 clusters Score -150250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -150266.687500 Penalty: 3604.346436
	Iteration 24Q: 3 clusters Score -150266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -150273.765625 Penalty: 3604.346436
	Iteration 25Q: 3 clusters Score -150273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -150275.843750 Penalty: 3604.346436
	Iteration 26Q: 3 clusters Score -150275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -150279.359375 Penalty: 3604.346436
	Iteration 27Q: 3 clusters Score -150279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -150279.359375 Penalty: 3604.346436
	Iteration 28F: 3 clusters Score -150279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 202996 members 
Mstep: Class 8 contains 209208 members 
Mstep: Class 9 contains 185841 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 278243 members 
Mstep: Class 12 contains 79470 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 188497 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 23 contains 549 members 
Entering Unmasked Estep 
Score: -166348816.000000 Penalty: 66394.625000
Splitting cluster 23 changes total score from -166343504.000000 to -166348816.000000
So it's getting split into cluster 17.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 32149 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 202996 members 
Mstep: Class 8 contains 209208 members 
Mstep: Class 9 contains 185841 members 
Mstep: Class 11 contains 278243 members 
Mstep: Class 12 contains 79470 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 15 contains 188497 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 18 contains 15821 members 
Mstep: Class 23 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166350528.000000 Penalty: 66394.625000
Iteration 39Q: 20 clusters Score -1.663505e+08 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 28877 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 203499 members 
Mstep: Class 8 contains 209500 members 
Mstep: Class 9 contains 185760 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 276895 members 
Mstep: Class 12 contains 78816 members 
Mstep: Class 13 contains 32959 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 187791 members 
Mstep: Class 16 contains 48643 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 16324 members 
Mstep: Class 23 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166353120.000000 Penalty: 66394.625000
Iteration 40F: 20 clusters Score -1.663531e+08 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32557 members 
Mstep: Class 3 contains 28845 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 203388 members 
Mstep: Class 8 contains 209740 members 
Mstep: Class 9 contains 185672 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 275475 members 
Mstep: Class 12 contains 77732 members 
Mstep: Class 13 contains 34929 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 186828 members 
Mstep: Class 16 contains 48801 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 16963 members 
Mstep: Class 23 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166355584.000000 Penalty: 66394.625000
Iteration 41Q: 20 clusters Score -1.663556e+08 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32724 members 
Mstep: Class 3 contains 28913 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 203226 members 
Mstep: Class 8 contains 210018 members 
Mstep: Class 9 contains 185626 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 274124 members 
Mstep: Class 12 contains 76702 members 
Mstep: Class 13 contains 36745 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 185912 members 
Mstep: Class 16 contains 48941 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 17597 members 
Mstep: Class 23 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166356704.000000 Penalty: 66394.625000
Iteration 42Q: 20 clusters Score -1.663567e+08 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32848 members 
Mstep: Class 3 contains 29041 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 203108 members 
Mstep: Class 8 contains 210277 members 
Mstep: Class 9 contains 185601 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 272790 members 
Mstep: Class 12 contains 75707 members 
Mstep: Class 13 contains 38400 members 
Mstep: Class 14 contains 7052 members 
Mstep: Class 15 contains 185092 members 
Mstep: Class 16 contains 49049 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 18236 members 
Mstep: Class 23 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166358016.000000 Penalty: 66394.625000
Iteration 43Q: 20 clusters Score -1.66358e+08 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32975 members 
Mstep: Class 3 contains 29249 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 203091 members 
Mstep: Class 8 contains 210472 members 
Mstep: Class 9 contains 185567 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 271330 members 
Mstep: Class 12 contains 74782 members 
Mstep: Class 13 contains 39929 members 
Mstep: Class 14 contains 7240 members 
Mstep: Class 15 contains 184339 members 
Mstep: Class 16 contains 49126 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 18956 members 
Mstep: Class 23 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166359408.000000 Penalty: 66394.625000
Iteration 44Q: 20 clusters Score -1.663594e+08 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33114 members 
Mstep: Class 3 contains 29465 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 203056 members 
Mstep: Class 8 contains 210621 members 
Mstep: Class 9 contains 185392 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 270011 members 
Mstep: Class 12 contains 73855 members 
Mstep: Class 13 contains 41310 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 183777 members 
Mstep: Class 16 contains 49192 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 23 contains 571 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -1.663608e+08 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33260 members 
Mstep: Class 3 contains 29698 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 202924 members 
Mstep: Class 8 contains 210679 members 
Mstep: Class 9 contains 185191 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 268727 members 
Mstep: Class 12 contains 72994 members 
Mstep: Class 13 contains 42581 members 
Mstep: Class 14 contains 7668 members 
Mstep: Class 15 contains 183420 members 
Mstep: Class 16 contains 49201 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 20508 members 
Mstep: Class 23 contains 573 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -1.663619e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33385 members 
Mstep: Class 3 contains 30016 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 202787 members 
Mstep: Class 8 contains 210712 members 
Mstep: Class 9 contains 184956 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 267474 members 
Mstep: Class 12 contains 72234 members 
Mstep: Class 13 contains 43757 members 
Mstep: Class 14 contains 7870 members 
Mstep: Class 15 contains 183056 members 
Mstep: Class 16 contains 49188 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 21319 members 
Mstep: Class 23 contains 576 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.663631e+08 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33487 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 202501 members 
Mstep: Class 8 contains 210843 members 
Mstep: Class 9 contains 184782 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 266276 members 
Mstep: Class 12 contains 71502 members 
Mstep: Class 13 contains 44869 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 182698 members 
Mstep: Class 16 contains 49186 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 22106 members 
Mstep: Class 23 contains 583 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.663637e+08 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33572 members 
Mstep: Class 3 contains 30748 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 202233 members 
Mstep: Class 8 contains 211039 members 
Mstep: Class 9 contains 184528 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 265025 members 
Mstep: Class 12 contains 70837 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 8243 members 
Mstep: Class 15 contains 182382 members 
Mstep: Class 16 contains 49151 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 22904 members 
Mstep: Class 23 contains 592 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.663647e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33656 members 
Mstep: Class 3 contains 31136 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 201819 members 
Mstep: Class 8 contains 211216 members 
Mstep: Class 9 contains 184264 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 263951 members 
Mstep: Class 12 contains 70238 members 
Mstep: Class 13 contains 46899 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 182069 members 
Mstep: Class 16 contains 49119 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 23795 members 
Mstep: Class 23 contains 596 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.663652e+08 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33728 members 
Mstep: Class 3 contains 31477 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 201560 members 
Mstep: Class 8 contains 211427 members 
Mstep: Class 9 contains 183971 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 262815 members 
Mstep: Class 12 contains 69772 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 8502 members 
Mstep: Class 15 contains 181768 members 
Mstep: Class 16 contains 49057 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 24646 members 
Mstep: Class 23 contains 599 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.663655e+08 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33760 members 
Mstep: Class 3 contains 31821 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 201258 members 
Mstep: Class 8 contains 211714 members 
Mstep: Class 9 contains 183716 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 261636 members 
Mstep: Class 12 contains 69384 members 
Mstep: Class 13 contains 48629 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 181417 members 
Mstep: Class 16 contains 48981 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 25568 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.663652e+08 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33831 members 
Mstep: Class 3 contains 32171 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 200893 members 
Mstep: Class 8 contains 212031 members 
Mstep: Class 9 contains 183432 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 260531 members 
Mstep: Class 12 contains 69041 members 
Mstep: Class 13 contains 49426 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 181072 members 
Mstep: Class 16 contains 48886 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 26474 members 
Mstep: Class 23 contains 601 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.663656e+08 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 32510 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 200609 members 
Mstep: Class 8 contains 212325 members 
Mstep: Class 9 contains 183188 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 259339 members 
Mstep: Class 12 contains 68723 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 8751 members 
Mstep: Class 15 contains 180764 members 
Mstep: Class 16 contains 48777 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 27408 members 
Mstep: Class 23 contains 602 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.663656e+08 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34027 members 
Mstep: Class 3 contains 32854 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 200388 members 
Mstep: Class 8 contains 212596 members 
Mstep: Class 9 contains 182982 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 258040 members 
Mstep: Class 12 contains 68484 members 
Mstep: Class 13 contains 50731 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 180442 members 
Mstep: Class 16 contains 48689 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 23 contains 603 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.66366e+08 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34127 members 
Mstep: Class 3 contains 33157 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 200080 members 
Mstep: Class 8 contains 212859 members 
Mstep: Class 9 contains 182804 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 256823 members 
Mstep: Class 12 contains 68272 members 
Mstep: Class 13 contains 51325 members 
Mstep: Class 14 contains 8884 members 
Mstep: Class 15 contains 180051 members 
Mstep: Class 16 contains 48637 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 29374 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.663656e+08 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34226 members 
Mstep: Class 3 contains 33438 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 199750 members 
Mstep: Class 8 contains 213139 members 
Mstep: Class 9 contains 182651 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 255661 members 
Mstep: Class 12 contains 68145 members 
Mstep: Class 13 contains 51827 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 179555 members 
Mstep: Class 16 contains 48565 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 30479 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.663658e+08 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34322 members 
Mstep: Class 3 contains 33695 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 199404 members 
Mstep: Class 8 contains 213447 members 
Mstep: Class 9 contains 182512 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 254489 members 
Mstep: Class 12 contains 68027 members 
Mstep: Class 13 contains 52278 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 179006 members 
Mstep: Class 16 contains 48489 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.663654e+08 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34418 members 
Mstep: Class 3 contains 33923 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 198885 members 
Mstep: Class 8 contains 213785 members 
Mstep: Class 9 contains 182340 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 253314 members 
Mstep: Class 12 contains 67946 members 
Mstep: Class 13 contains 52684 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 178529 members 
Mstep: Class 16 contains 48396 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 33080 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.663657e+08 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34509 members 
Mstep: Class 3 contains 34072 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 198244 members 
Mstep: Class 8 contains 214108 members 
Mstep: Class 9 contains 182174 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 252151 members 
Mstep: Class 12 contains 67886 members 
Mstep: Class 13 contains 53062 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 178188 members 
Mstep: Class 16 contains 48280 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 34568 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.663661e+08 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34601 members 
Mstep: Class 3 contains 34246 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 197581 members 
Mstep: Class 8 contains 214382 members 
Mstep: Class 9 contains 181875 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 250966 members 
Mstep: Class 12 contains 67854 members 
Mstep: Class 13 contains 53427 members 
Mstep: Class 14 contains 9104 members 
Mstep: Class 15 contains 177733 members 
Mstep: Class 16 contains 48172 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 36253 members 
Mstep: Class 23 contains 603 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.66367e+08 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34700 members 
Mstep: Class 3 contains 34375 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 196724 members 
Mstep: Class 8 contains 214586 members 
Mstep: Class 9 contains 181584 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 249803 members 
Mstep: Class 12 contains 67797 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 9151 members 
Mstep: Class 15 contains 177359 members 
Mstep: Class 16 contains 48074 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 38117 members 
Mstep: Class 23 contains 604 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.663677e+08 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34812 members 
Mstep: Class 3 contains 34459 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 195819 members 
Mstep: Class 8 contains 214756 members 
Mstep: Class 9 contains 181327 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 248645 members 
Mstep: Class 12 contains 67790 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 176927 members 
Mstep: Class 16 contains 47965 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 40162 members 
Mstep: Class 23 contains 603 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.663672e+08 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 34545 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 194723 members 
Mstep: Class 8 contains 214861 members 
Mstep: Class 9 contains 181139 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 247447 members 
Mstep: Class 12 contains 67809 members 
Mstep: Class 13 contains 54309 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 176514 members 
Mstep: Class 16 contains 47852 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 42467 members 
Mstep: Class 23 contains 604 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.66368e+08 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35004 members 
Mstep: Class 3 contains 34595 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 193612 members 
Mstep: Class 8 contains 214911 members 
Mstep: Class 9 contains 180897 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 246164 members 
Mstep: Class 12 contains 67846 members 
Mstep: Class 13 contains 54509 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 176086 members 
Mstep: Class 16 contains 47757 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 45087 members 
Mstep: Class 23 contains 607 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.663687e+08 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 3 contains 34594 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 192589 members 
Mstep: Class 8 contains 214868 members 
Mstep: Class 9 contains 180609 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 244818 members 
Mstep: Class 12 contains 67888 members 
Mstep: Class 13 contains 54688 members 
Mstep: Class 14 contains 9321 members 
Mstep: Class 15 contains 175618 members 
Mstep: Class 16 contains 47663 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 47930 members 
Mstep: Class 23 contains 611 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.6637e+08 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 34532 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 191629 members 
Mstep: Class 8 contains 214743 members 
Mstep: Class 9 contains 180252 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 243379 members 
Mstep: Class 12 contains 67899 members 
Mstep: Class 13 contains 54803 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 175187 members 
Mstep: Class 16 contains 47584 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 51069 members 
Mstep: Class 23 contains 614 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.663712e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35294 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 190586 members 
Mstep: Class 8 contains 214556 members 
Mstep: Class 9 contains 179942 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 241827 members 
Mstep: Class 12 contains 67909 members 
Mstep: Class 13 contains 54906 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 174737 members 
Mstep: Class 16 contains 47507 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 54489 members 
Mstep: Class 23 contains 616 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.663724e+08 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35358 members 
Mstep: Class 3 contains 34334 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 189431 members 
Mstep: Class 8 contains 214397 members 
Mstep: Class 9 contains 179635 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 240130 members 
Mstep: Class 12 contains 67963 members 
Mstep: Class 13 contains 55002 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 174355 members 
Mstep: Class 16 contains 47414 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 58117 members 
Mstep: Class 23 contains 620 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.663735e+08 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 188270 members 
Mstep: Class 8 contains 214129 members 
Mstep: Class 9 contains 179412 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 238337 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 55085 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 173898 members 
Mstep: Class 16 contains 47308 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 62063 members 
Mstep: Class 23 contains 625 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.66375e+08 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35454 members 
Mstep: Class 3 contains 33994 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 187252 members 
Mstep: Class 8 contains 213796 members 
Mstep: Class 9 contains 179029 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 236469 members 
Mstep: Class 12 contains 68045 members 
Mstep: Class 13 contains 55160 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 173443 members 
Mstep: Class 16 contains 47195 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 66217 members 
Mstep: Class 23 contains 631 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.663763e+08 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35470 members 
Mstep: Class 3 contains 33760 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 186295 members 
Mstep: Class 8 contains 213361 members 
Mstep: Class 9 contains 178630 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 234446 members 
Mstep: Class 12 contains 68099 members 
Mstep: Class 13 contains 55196 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 173042 members 
Mstep: Class 16 contains 47064 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 70650 members 
Mstep: Class 23 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166377872.000000 Penalty: 66394.625000
Iteration 72Q: 20 clusters Score -1.663779e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35492 members 
Mstep: Class 3 contains 33520 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 185274 members 
Mstep: Class 8 contains 212901 members 
Mstep: Class 9 contains 178198 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 232432 members 
Mstep: Class 12 contains 68193 members 
Mstep: Class 13 contains 55194 members 
Mstep: Class 14 contains 9446 members 
Mstep: Class 15 contains 172587 members 
Mstep: Class 16 contains 46926 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 75261 members 
Mstep: Class 23 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166379696.000000 Penalty: 66394.625000
Iteration 73Q: 20 clusters Score -1.663797e+08 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35498 members 
Mstep: Class 3 contains 33264 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 184375 members 
Mstep: Class 8 contains 212399 members 
Mstep: Class 9 contains 177693 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 230228 members 
Mstep: Class 12 contains 68296 members 
Mstep: Class 13 contains 55174 members 
Mstep: Class 14 contains 9457 members 
Mstep: Class 15 contains 172182 members 
Mstep: Class 16 contains 46765 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 80078 members 
Mstep: Class 23 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166379984.000000 Penalty: 66394.625000
Iteration 74Q: 20 clusters Score -1.6638e+08 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35476 members 
Mstep: Class 3 contains 32967 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 183649 members 
Mstep: Class 8 contains 211934 members 
Mstep: Class 9 contains 177262 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 228067 members 
Mstep: Class 12 contains 68377 members 
Mstep: Class 13 contains 55106 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 171654 members 
Mstep: Class 16 contains 46572 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 84876 members 
Mstep: Class 23 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166380928.000000 Penalty: 66394.625000
Iteration 75Q: 20 clusters Score -1.663809e+08 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35442 members 
Mstep: Class 3 contains 32690 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 182917 members 
Mstep: Class 8 contains 211528 members 
Mstep: Class 9 contains 176832 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 225742 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 55021 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 15 contains 171184 members 
Mstep: Class 16 contains 46376 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 89673 members 
Mstep: Class 23 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382464.000000 Penalty: 66394.625000
Iteration 76Q: 20 clusters Score -1.663825e+08 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35397 members 
Mstep: Class 3 contains 32382 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 182256 members 
Mstep: Class 8 contains 211151 members 
Mstep: Class 9 contains 176356 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 223406 members 
Mstep: Class 12 contains 68618 members 
Mstep: Class 13 contains 54914 members 
Mstep: Class 14 contains 9497 members 
Mstep: Class 15 contains 170627 members 
Mstep: Class 16 contains 46173 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 94589 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166383856.000000 Penalty: 66394.625000
Iteration 77Q: 20 clusters Score -1.663839e+08 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35329 members 
Mstep: Class 3 contains 32072 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 181737 members 
Mstep: Class 8 contains 210803 members 
Mstep: Class 9 contains 175880 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 221018 members 
Mstep: Class 12 contains 68738 members 
Mstep: Class 13 contains 54842 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 170180 members 
Mstep: Class 16 contains 45965 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 99274 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166385200.000000 Penalty: 66394.625000
Iteration 78Q: 20 clusters Score -1.663852e+08 nChanged 8702
Entering ConstructFrom: 
Score: -166385200.000000 Penalty: 66394.625000
Entering ConstructFrom: 
Trying to split cluster 1 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -115855.812500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -115855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113984.351562 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -113984.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114371.593750 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -114371.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114656.453125 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -114656.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114887.875000 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -114887.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115069.648438 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -115069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115236.750000 Penalty: 3411.649902
	Iteration 5F: 3 clusters Score -115236.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115385.625000 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -115385.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115464.804688 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -115464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115506.585938 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -115506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115536.078125 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -115536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115550.531250 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -115550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115564.875000 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -115564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115573.156250 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -115573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115581.609375 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -115581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115584.625000 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -115584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115584.625000 Penalty: 3411.649902
	Iteration 15F: 3 clusters Score -115584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Entering Unmasked Estep 
Score: -4509716.000000 Penalty: 2596.663818
	Iteration 0F: 2 clusters Score -4509716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4485814.500000 Penalty: 5193.327637
	Iteration 0F: 3 clusters Score -4485814 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4494395.500000 Penalty: 5193.327637
	Iteration 1F: 3 clusters Score -4494396 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4495257.500000 Penalty: 5193.327637
	Iteration 2Q: 3 clusters Score -4495258 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4496625.500000 Penalty: 5193.327637
	Iteration 3F: 3 clusters Score -4496626 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4498660.500000 Penalty: 5193.327637
	Iteration 4F: 3 clusters Score -4498660 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4501307.000000 Penalty: 5193.327637
	Iteration 5F: 3 clusters Score -4501307 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4504178.500000 Penalty: 5193.327637
	Iteration 6F: 3 clusters Score -4504178 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4506376.000000 Penalty: 5193.327637
	Iteration 7F: 3 clusters Score -4506376 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4507397.500000 Penalty: 5193.327637
	Iteration 8Q: 3 clusters Score -4507398 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4507820.000000 Penalty: 5193.327637
	Iteration 9Q: 3 clusters Score -4507820 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4508026.500000 Penalty: 5193.327637
	Iteration 10Q: 3 clusters Score -4508026 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4508167.000000 Penalty: 5193.327637
	Iteration 11Q: 3 clusters Score -4508167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4508251.500000 Penalty: 5193.327637
	Iteration 12Q: 3 clusters Score -4508252 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4508325.500000 Penalty: 5193.327637
	Iteration 13Q: 3 clusters Score -4508326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4508357.000000 Penalty: 5193.327637
	Iteration 14Q: 3 clusters Score -4508357 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4508386.500000 Penalty: 5193.327637
	Iteration 15Q: 3 clusters Score -4508386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4508410.500000 Penalty: 5193.327637
	Iteration 16Q: 3 clusters Score -4508410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4508443.500000 Penalty: 5193.327637
	Iteration 17Q: 3 clusters Score -4508444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4508467.500000 Penalty: 5193.327637
	Iteration 18Q: 3 clusters Score -4508468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4508483.000000 Penalty: 5193.327637
	Iteration 19Q: 3 clusters Score -4508483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4508503.500000 Penalty: 5193.327637
	Iteration 20F: 3 clusters Score -4508504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4508529.000000 Penalty: 5193.327637
	Iteration 21Q: 3 clusters Score -4508529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4508543.500000 Penalty: 5193.327637
	Iteration 22Q: 3 clusters Score -4508544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4508545.000000 Penalty: 5193.327637
	Iteration 23Q: 3 clusters Score -4508545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4508547.500000 Penalty: 5193.327637
	Iteration 24Q: 3 clusters Score -4508548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4508567.000000 Penalty: 5193.327637
	Iteration 25Q: 3 clusters Score -4508567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4508579.000000 Penalty: 5193.327637
	Iteration 26Q: 3 clusters Score -4508579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4508594.000000 Penalty: 5193.327637
	Iteration 27Q: 3 clusters Score -4508594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4508590.500000 Penalty: 5193.327637
	Iteration 28Q: 3 clusters Score -4508590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4508600.500000 Penalty: 5193.327637
	Iteration 29Q: 3 clusters Score -4508600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4508605.000000 Penalty: 5193.327637
	Iteration 30Q: 3 clusters Score -4508605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4508605.500000 Penalty: 5193.327637
	Iteration 31Q: 3 clusters Score -4508606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4508618.000000 Penalty: 5193.327637
	Iteration 32Q: 3 clusters Score -4508618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4508618.000000 Penalty: 5193.327637
	Iteration 33Q: 3 clusters Score -4508618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4508614.000000 Penalty: 5193.327637
	Iteration 34Q: 3 clusters Score -4508614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4508639.000000 Penalty: 5193.327637
	Iteration 35Q: 3 clusters Score -4508639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4508644.000000 Penalty: 5193.327637
	Iteration 36Q: 3 clusters Score -4508644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4508658.500000 Penalty: 5193.327637
	Iteration 37Q: 3 clusters Score -4508658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4508662.000000 Penalty: 5193.327637
	Iteration 38Q: 3 clusters Score -4508662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4508669.000000 Penalty: 5193.327637
	Iteration 39Q: 3 clusters Score -4508669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4508669.500000 Penalty: 5193.327637
	Iteration 40F: 3 clusters Score -4508670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4508672.000000 Penalty: 5193.327637
	Iteration 41Q: 3 clusters Score -4508672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4508674.000000 Penalty: 5193.327637
	Iteration 42Q: 3 clusters Score -4508674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4508674.000000 Penalty: 5193.327637
	Iteration 43Q: 3 clusters Score -4508674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4508685.500000 Penalty: 5193.327637
	Iteration 44Q: 3 clusters Score -4508686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4508687.000000 Penalty: 5193.327637
	Iteration 45Q: 3 clusters Score -4508687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4508684.000000 Penalty: 5193.327637
	Iteration 46Q: 3 clusters Score -4508684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4508683.500000 Penalty: 5193.327637
	Iteration 47Q: 3 clusters Score -4508684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4508682.000000 Penalty: 5193.327637
	Iteration 48Q: 3 clusters Score -4508682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4508686.000000 Penalty: 5193.327637
	Iteration 49Q: 3 clusters Score -4508686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4508688.500000 Penalty: 5193.327637
	Iteration 50Q: 3 clusters Score -4508688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4508689.000000 Penalty: 5193.327637
	Iteration 51Q: 3 clusters Score -4508689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4508690.500000 Penalty: 5193.327637
	Iteration 52Q: 3 clusters Score -4508690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4508698.500000 Penalty: 5193.327637
	Iteration 53Q: 3 clusters Score -4508698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4508700.000000 Penalty: 5193.327637
	Iteration 54Q: 3 clusters Score -4508700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4508698.000000 Penalty: 5193.327637
	Iteration 55Q: 3 clusters Score -4508698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4508698.000000 Penalty: 5193.327637
	Iteration 56Q: 3 clusters Score -4508698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4508696.000000 Penalty: 5193.327637
	Iteration 57Q: 3 clusters Score -4508696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4508696.500000 Penalty: 5193.327637
	Iteration 58Q: 3 clusters Score -4508696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4508693.000000 Penalty: 5193.327637
	Iteration 59Q: 3 clusters Score -4508693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4508693.500000 Penalty: 5193.327637
	Iteration 60F: 3 clusters Score -4508694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4508691.500000 Penalty: 5193.327637
	Iteration 61Q: 3 clusters Score -4508692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4508692.500000 Penalty: 5193.327637
	Iteration 62Q: 3 clusters Score -4508692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4508694.500000 Penalty: 5193.327637
	Iteration 63Q: 3 clusters Score -4508694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4508698.000000 Penalty: 5193.327637
	Iteration 64Q: 3 clusters Score -4508698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4508704.000000 Penalty: 5193.327637
	Iteration 65Q: 3 clusters Score -4508704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4508709.000000 Penalty: 5193.327637
	Iteration 66Q: 3 clusters Score -4508709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4508708.500000 Penalty: 5193.327637
	Iteration 67Q: 3 clusters Score -4508708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4508710.000000 Penalty: 5193.327637
	Iteration 68Q: 3 clusters Score -4508710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4508710.000000 Penalty: 5193.327637
	Iteration 69F: 3 clusters Score -4508710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Entering Unmasked Estep 
Score: -4128811.000000 Penalty: 2570.634033
	Iteration 0F: 2 clusters Score -4128811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4107117.250000 Penalty: 5141.268066
	Iteration 0F: 3 clusters Score -4107117 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4114857.000000 Penalty: 5141.268066
	Iteration 1F: 3 clusters Score -4114857 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4115400.000000 Penalty: 5141.268066
	Iteration 2Q: 3 clusters Score -4115400 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4115964.250000 Penalty: 5141.268066
	Iteration 3Q: 3 clusters Score -4115964 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4116614.000000 Penalty: 5141.268066
	Iteration 4Q: 3 clusters Score -4116614 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4117441.750000 Penalty: 5141.268066
	Iteration 5Q: 3 clusters Score -4117442 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4118616.500000 Penalty: 5141.268066
	Iteration 6F: 3 clusters Score -4118616 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4120176.750000 Penalty: 5141.268066
	Iteration 7F: 3 clusters Score -4120177 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4121835.500000 Penalty: 5141.268066
	Iteration 8F: 3 clusters Score -4121836 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4123276.250000 Penalty: 5141.268066
	Iteration 9F: 3 clusters Score -4123276 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4124087.500000 Penalty: 5141.268066
	Iteration 10Q: 3 clusters Score -4124088 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4124514.000000 Penalty: 5141.268066
	Iteration 11Q: 3 clusters Score -4124514 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4124749.000000 Penalty: 5141.268066
	Iteration 12Q: 3 clusters Score -4124749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -4124943.250000 Penalty: 5141.268066
	Iteration 13Q: 3 clusters Score -4124943 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4125113.750000 Penalty: 5141.268066
	Iteration 14Q: 3 clusters Score -4125114 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4125240.500000 Penalty: 5141.268066
	Iteration 15Q: 3 clusters Score -4125240 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4125348.000000 Penalty: 5141.268066
	Iteration 16Q: 3 clusters Score -4125348 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4125462.500000 Penalty: 5141.268066
	Iteration 17Q: 3 clusters Score -4125462 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4125552.500000 Penalty: 5141.268066
	Iteration 18Q: 3 clusters Score -4125552 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4125625.250000 Penalty: 5141.268066
	Iteration 19Q: 3 clusters Score -4125625 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4125703.750000 Penalty: 5141.268066
	Iteration 20F: 3 clusters Score -4125704 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4125786.500000 Penalty: 5141.268066
	Iteration 21Q: 3 clusters Score -4125786 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4125865.750000 Penalty: 5141.268066
	Iteration 22Q: 3 clusters Score -4125866 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4125918.250000 Penalty: 5141.268066
	Iteration 23Q: 3 clusters Score -4125918 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4125991.750000 Penalty: 5141.268066
	Iteration 24Q: 3 clusters Score -4125992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4126043.000000 Penalty: 5141.268066
	Iteration 25Q: 3 clusters Score -4126043 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4126109.250000 Penalty: 5141.268066
	Iteration 26Q: 3 clusters Score -4126109 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4126136.250000 Penalty: 5141.268066
	Iteration 27Q: 3 clusters Score -4126136 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4126160.750000 Penalty: 5141.268066
	Iteration 28Q: 3 clusters Score -4126161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4126208.000000 Penalty: 5141.268066
	Iteration 29Q: 3 clusters Score -4126208 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4126251.500000 Penalty: 5141.268066
	Iteration 30Q: 3 clusters Score -4126252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4126280.750000 Penalty: 5141.268066
	Iteration 31Q: 3 clusters Score -4126281 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4126314.000000 Penalty: 5141.268066
	Iteration 32Q: 3 clusters Score -4126314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4126345.000000 Penalty: 5141.268066
	Iteration 33Q: 3 clusters Score -4126345 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4126379.750000 Penalty: 5141.268066
	Iteration 34Q: 3 clusters Score -4126380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4126434.750000 Penalty: 5141.268066
	Iteration 35Q: 3 clusters Score -4126435 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4126459.250000 Penalty: 5141.268066
	Iteration 36Q: 3 clusters Score -4126459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4126479.000000 Penalty: 5141.268066
	Iteration 37Q: 3 clusters Score -4126479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4126514.000000 Penalty: 5141.268066
	Iteration 38Q: 3 clusters Score -4126514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4126533.750000 Penalty: 5141.268066
	Iteration 39Q: 3 clusters Score -4126534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4126572.250000 Penalty: 5141.268066
	Iteration 40F: 3 clusters Score -4126572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4126594.000000 Penalty: 5141.268066
	Iteration 41Q: 3 clusters Score -4126594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4126609.750000 Penalty: 5141.268066
	Iteration 42Q: 3 clusters Score -4126610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4126627.250000 Penalty: 5141.268066
	Iteration 43Q: 3 clusters Score -4126627 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4126630.750000 Penalty: 5141.268066
	Iteration 44Q: 3 clusters Score -4126631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4126664.000000 Penalty: 5141.268066
	Iteration 45Q: 3 clusters Score -4126664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4126683.000000 Penalty: 5141.268066
	Iteration 46Q: 3 clusters Score -4126683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4126710.750000 Penalty: 5141.268066
	Iteration 47Q: 3 clusters Score -4126711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4126720.250000 Penalty: 5141.268066
	Iteration 48Q: 3 clusters Score -4126720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4126734.750000 Penalty: 5141.268066
	Iteration 49Q: 3 clusters Score -4126735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4126745.250000 Penalty: 5141.268066
	Iteration 50Q: 3 clusters Score -4126745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4126755.500000 Penalty: 5141.268066
	Iteration 51Q: 3 clusters Score -4126756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4126766.750000 Penalty: 5141.268066
	Iteration 52Q: 3 clusters Score -4126767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4126779.000000 Penalty: 5141.268066
	Iteration 53Q: 3 clusters Score -4126779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4126792.250000 Penalty: 5141.268066
	Iteration 54Q: 3 clusters Score -4126792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4126800.250000 Penalty: 5141.268066
	Iteration 55Q: 3 clusters Score -4126800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4126804.500000 Penalty: 5141.268066
	Iteration 56Q: 3 clusters Score -4126804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4126804.250000 Penalty: 5141.268066
	Iteration 57Q: 3 clusters Score -4126804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4126810.000000 Penalty: 5141.268066
	Iteration 58Q: 3 clusters Score -4126810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4126812.500000 Penalty: 5141.268066
	Iteration 59Q: 3 clusters Score -4126812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4126828.500000 Penalty: 5141.268066
	Iteration 60F: 3 clusters Score -4126828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4126829.750000 Penalty: 5141.268066
	Iteration 61Q: 3 clusters Score -4126830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4126837.500000 Penalty: 5141.268066
	Iteration 62Q: 3 clusters Score -4126838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4126836.250000 Penalty: 5141.268066
	Iteration 63Q: 3 clusters Score -4126836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4126835.000000 Penalty: 5141.268066
	Iteration 64Q: 3 clusters Score -4126835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4126842.500000 Penalty: 5141.268066
	Iteration 65Q: 3 clusters Score -4126842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4126844.000000 Penalty: 5141.268066
	Iteration 66Q: 3 clusters Score -4126844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4126851.000000 Penalty: 5141.268066
	Iteration 67Q: 3 clusters Score -4126851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4126846.000000 Penalty: 5141.268066
	Iteration 68Q: 3 clusters Score -4126846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4126847.500000 Penalty: 5141.268066
	Iteration 69Q: 3 clusters Score -4126848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4126855.500000 Penalty: 5141.268066
	Iteration 70Q: 3 clusters Score -4126856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4126854.750000 Penalty: 5141.268066
	Iteration 71Q: 3 clusters Score -4126855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4126862.250000 Penalty: 5141.268066
	Iteration 72Q: 3 clusters Score -4126862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4126856.750000 Penalty: 5141.268066
	Iteration 73Q: 3 clusters Score -4126857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4126858.250000 Penalty: 5141.268066
	Iteration 74Q: 3 clusters Score -4126858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4126868.250000 Penalty: 5141.268066
	Iteration 75Q: 3 clusters Score -4126868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4126868.000000 Penalty: 5141.268066
	Iteration 76Q: 3 clusters Score -4126868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4126871.500000 Penalty: 5141.268066
	Iteration 77Q: 3 clusters Score -4126872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4126868.000000 Penalty: 5141.268066
	Iteration 78Q: 3 clusters Score -4126868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4126873.250000 Penalty: 5141.268066
	Iteration 79Q: 3 clusters Score -4126873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4126881.250000 Penalty: 5141.268066
	Iteration 80F: 3 clusters Score -4126881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4126880.250000 Penalty: 5141.268066
	Iteration 81Q: 3 clusters Score -4126880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4126882.250000 Penalty: 5141.268066
	Iteration 82Q: 3 clusters Score -4126882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4126876.500000 Penalty: 5141.268066
	Iteration 83Q: 3 clusters Score -4126876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4126877.250000 Penalty: 5141.268066
	Iteration 84Q: 3 clusters Score -4126877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4126875.250000 Penalty: 5141.268066
	Iteration 85Q: 3 clusters Score -4126875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4126874.750000 Penalty: 5141.268066
	Iteration 86Q: 3 clusters Score -4126875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4126876.250000 Penalty: 5141.268066
	Iteration 87Q: 3 clusters Score -4126876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4126876.250000 Penalty: 5141.268066
	Iteration 88F: 3 clusters Score -4126876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -543359.125000 Penalty: 2076.125488
	Iteration 0F: 2 clusters Score -543359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -539239.375000 Penalty: 4152.250977
	Iteration 0F: 3 clusters Score -539239.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -540226.000000 Penalty: 4152.250977
	Iteration 1F: 3 clusters Score -540226 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -540434.125000 Penalty: 4152.250977
	Iteration 2F: 3 clusters Score -540434.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -540551.750000 Penalty: 4152.250977
	Iteration 3Q: 3 clusters Score -540551.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -540640.562500 Penalty: 4152.250977
	Iteration 4Q: 3 clusters Score -540640.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540716.187500 Penalty: 4152.250977
	Iteration 5Q: 3 clusters Score -540716.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -540764.375000 Penalty: 4152.250977
	Iteration 6Q: 3 clusters Score -540764.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -540803.562500 Penalty: 4152.250977
	Iteration 7Q: 3 clusters Score -540803.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -540842.125000 Penalty: 4152.250977
	Iteration 8Q: 3 clusters Score -540842.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -540886.000000 Penalty: 4152.250977
	Iteration 9Q: 3 clusters Score -540886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -540935.750000 Penalty: 4152.250977
	Iteration 10Q: 3 clusters Score -540935.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -540974.687500 Penalty: 4152.250977
	Iteration 11Q: 3 clusters Score -540974.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -541014.187500 Penalty: 4152.250977
	Iteration 12Q: 3 clusters Score -541014.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -541050.875000 Penalty: 4152.250977
	Iteration 13Q: 3 clusters Score -541050.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -541082.500000 Penalty: 4152.250977
	Iteration 14Q: 3 clusters Score -541082.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -541113.562500 Penalty: 4152.250977
	Iteration 15Q: 3 clusters Score -541113.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -541146.125000 Penalty: 4152.250977
	Iteration 16Q: 3 clusters Score -541146.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -541180.687500 Penalty: 4152.250977
	Iteration 17Q: 3 clusters Score -541180.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -541221.250000 Penalty: 4152.250977
	Iteration 18Q: 3 clusters Score -541221.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -541272.625000 Penalty: 4152.250977
	Iteration 19Q: 3 clusters Score -541272.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -541318.312500 Penalty: 4152.250977
	Iteration 20F: 3 clusters Score -541318.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -541351.562500 Penalty: 4152.250977
	Iteration 21Q: 3 clusters Score -541351.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -541394.625000 Penalty: 4152.250977
	Iteration 22Q: 3 clusters Score -541394.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -541443.375000 Penalty: 4152.250977
	Iteration 23Q: 3 clusters Score -541443.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -541488.562500 Penalty: 4152.250977
	Iteration 24Q: 3 clusters Score -541488.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -541517.500000 Penalty: 4152.250977
	Iteration 25Q: 3 clusters Score -541517.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -541551.312500 Penalty: 4152.250977
	Iteration 26Q: 3 clusters Score -541551.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -541587.875000 Penalty: 4152.250977
	Iteration 27Q: 3 clusters Score -541587.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -541622.000000 Penalty: 4152.250977
	Iteration 28Q: 3 clusters Score -541622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -541646.000000 Penalty: 4152.250977
	Iteration 29Q: 3 clusters Score -541646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -541672.312500 Penalty: 4152.250977
	Iteration 30Q: 3 clusters Score -541672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -541695.187500 Penalty: 4152.250977
	Iteration 31Q: 3 clusters Score -541695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -541709.750000 Penalty: 4152.250977
	Iteration 32Q: 3 clusters Score -541709.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -541718.562500 Penalty: 4152.250977
	Iteration 33Q: 3 clusters Score -541718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -541729.125000 Penalty: 4152.250977
	Iteration 34Q: 3 clusters Score -541729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -541738.750000 Penalty: 4152.250977
	Iteration 35Q: 3 clusters Score -541738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -541747.250000 Penalty: 4152.250977
	Iteration 36Q: 3 clusters Score -541747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -541755.187500 Penalty: 4152.250977
	Iteration 37Q: 3 clusters Score -541755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -541763.562500 Penalty: 4152.250977
	Iteration 38Q: 3 clusters Score -541763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -541770.312500 Penalty: 4152.250977
	Iteration 39Q: 3 clusters Score -541770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -541772.625000 Penalty: 4152.250977
	Iteration 40F: 3 clusters Score -541772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -541777.250000 Penalty: 4152.250977
	Iteration 41Q: 3 clusters Score -541777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -541777.312500 Penalty: 4152.250977
	Iteration 42Q: 3 clusters Score -541777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -541777.812500 Penalty: 4152.250977
	Iteration 43Q: 3 clusters Score -541777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -541779.687500 Penalty: 4152.250977
	Iteration 44Q: 3 clusters Score -541779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -541783.625000 Penalty: 4152.250977
	Iteration 45Q: 3 clusters Score -541783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -541786.500000 Penalty: 4152.250977
	Iteration 46Q: 3 clusters Score -541786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -541789.062500 Penalty: 4152.250977
	Iteration 47Q: 3 clusters Score -541789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -541789.062500 Penalty: 4152.250977
	Iteration 48F: 3 clusters Score -541789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51105.484375 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51105.48 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51528.992188 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51528.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51670.421875 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51670.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51757.308594 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -51757.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51795.921875 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51795.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51817.187500 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51817.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51830.050781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51830.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51838.582031 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51838.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51861.769531 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -51861.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51882.734375 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -51882.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51913.011719 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -51913.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51934.472656 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -51934.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51943.019531 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -51943.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51959.660156 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -51959.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51972.949219 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -51972.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51999.937500 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -51999.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -52057.398438 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -52057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52080.023438 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -52080.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52114.093750 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -52114.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52169.207031 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -52169.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52244.863281 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -52244.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52415.691406 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -52415.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52672.054688 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -52672.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52824.425781 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -52824.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52845.382812 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -52845.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52870.390625 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -52870.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52886.933594 Penalty: 3104.752441
	Iteration 26F: 3 clusters Score -52886.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52993.300781 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -52993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53132.671875 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -53132.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53316.210938 Penalty: 3104.752441
	Iteration 29Q: 3 clusters Score -53316.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53316.210938 Penalty: 3104.752441
	Iteration 30F: 3 clusters Score -53316.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 169 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 169751 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166384448.000000 Penalty: 69889.085938
Splitting cluster 5 changes total score from -166385200.000000 to -166384448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -361968.031250 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -361968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -358697.375000 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -358697.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -359486.656250 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -359486.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -359750.062500 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -359750.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -359989.312500 Penalty: 3979.844482
	Iteration 3F: 3 clusters Score -359989.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -360259.218750 Penalty: 3979.844482
	Iteration 4F: 3 clusters Score -360259.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -360610.750000 Penalty: 3979.844482
	Iteration 5F: 3 clusters Score -360610.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -360930.500000 Penalty: 3979.844482
	Iteration 6F: 3 clusters Score -360930.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -361207.375000 Penalty: 3979.844482
	Iteration 7F: 3 clusters Score -361207.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -361485.000000 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -361485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -361678.250000 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -361678.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -361763.531250 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -361763.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -361841.218750 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -361841.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -361881.000000 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -361881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -361913.656250 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -361913.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361944.031250 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -361944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361957.031250 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -361957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361963.343750 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -361963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -361964.000000 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -361964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -361964.000000 Penalty: 3979.844482
	Iteration 18F: 3 clusters Score -361964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181241 members 
Entering Unmasked Estep 
Score: -23230628.000000 Penalty: 3002.680664
	Iteration 0F: 2 clusters Score -2.323063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -23112794.000000 Penalty: 6005.361328
	Iteration 0F: 3 clusters Score -2.311279e+07 nChanged 86785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -23162934.000000 Penalty: 6005.361328
	Iteration 1F: 3 clusters Score -2.316293e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -23164396.000000 Penalty: 6005.361328
	Iteration 2Q: 3 clusters Score -2.31644e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -23166270.000000 Penalty: 6005.361328
	Iteration 3Q: 3 clusters Score -2.316627e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -23169214.000000 Penalty: 6005.361328
	Iteration 4Q: 3 clusters Score -2.316921e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -23173952.000000 Penalty: 6005.361328
	Iteration 5Q: 3 clusters Score -2.317395e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -23180250.000000 Penalty: 6005.361328
	Iteration 6F: 3 clusters Score -2.318025e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -23188028.000000 Penalty: 6005.361328
	Iteration 7F: 3 clusters Score -2.318803e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -23196716.000000 Penalty: 6005.361328
	Iteration 8F: 3 clusters Score -2.319672e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -23204912.000000 Penalty: 6005.361328
	Iteration 9F: 3 clusters Score -2.320491e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 149454 members 
Entering Unmasked Estep 
Score: -23211614.000000 Penalty: 6005.361328
	Iteration 10F: 3 clusters Score -2.321161e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -23216196.000000 Penalty: 6005.361328
	Iteration 11Q: 3 clusters Score -2.32162e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -23219376.000000 Penalty: 6005.361328
	Iteration 12Q: 3 clusters Score -2.321938e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -23221266.000000 Penalty: 6005.361328
	Iteration 13Q: 3 clusters Score -2.322127e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -23222824.000000 Penalty: 6005.361328
	Iteration 14Q: 3 clusters Score -2.322282e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -23223968.000000 Penalty: 6005.361328
	Iteration 15Q: 3 clusters Score -2.322397e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 172486 members 
Entering Unmasked Estep 
Score: -23225022.000000 Penalty: 6005.361328
	Iteration 16Q: 3 clusters Score -2.322502e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -23225800.000000 Penalty: 6005.361328
	Iteration 17Q: 3 clusters Score -2.32258e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -23226440.000000 Penalty: 6005.361328
	Iteration 18Q: 3 clusters Score -2.322644e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -23226806.000000 Penalty: 6005.361328
	Iteration 19Q: 3 clusters Score -2.322681e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -23227148.000000 Penalty: 6005.361328
	Iteration 20F: 3 clusters Score -2.322715e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -23227496.000000 Penalty: 6005.361328
	Iteration 21Q: 3 clusters Score -2.32275e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -23227734.000000 Penalty: 6005.361328
	Iteration 22Q: 3 clusters Score -2.322773e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -23227936.000000 Penalty: 6005.361328
	Iteration 23Q: 3 clusters Score -2.322794e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -23228064.000000 Penalty: 6005.361328
	Iteration 24Q: 3 clusters Score -2.322806e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -23228152.000000 Penalty: 6005.361328
	Iteration 25Q: 3 clusters Score -2.322815e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 179386 members 
Entering Unmasked Estep 
Score: -23228232.000000 Penalty: 6005.361328
	Iteration 26Q: 3 clusters Score -2.322823e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -23228248.000000 Penalty: 6005.361328
	Iteration 27Q: 3 clusters Score -2.322825e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 179571 members 
Entering Unmasked Estep 
Score: -23228304.000000 Penalty: 6005.361328
	Iteration 28Q: 3 clusters Score -2.32283e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -23228326.000000 Penalty: 6005.361328
	Iteration 29Q: 3 clusters Score -2.322833e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -23228364.000000 Penalty: 6005.361328
	Iteration 30Q: 3 clusters Score -2.322836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -23228396.000000 Penalty: 6005.361328
	Iteration 31Q: 3 clusters Score -2.32284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -23228396.000000 Penalty: 6005.361328
	Iteration 32Q: 3 clusters Score -2.32284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 179788 members 
Entering Unmasked Estep 
Score: -23228410.000000 Penalty: 6005.361328
	Iteration 33Q: 3 clusters Score -2.322841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 179819 members 
Entering Unmasked Estep 
Score: -23228382.000000 Penalty: 6005.361328
	Iteration 34Q: 3 clusters Score -2.322838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 179844 members 
Entering Unmasked Estep 
Score: -23228370.000000 Penalty: 6005.361328
	Iteration 35Q: 3 clusters Score -2.322837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -23228372.000000 Penalty: 6005.361328
	Iteration 36Q: 3 clusters Score -2.322837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 179872 members 
Entering Unmasked Estep 
Score: -23228368.000000 Penalty: 6005.361328
	Iteration 37Q: 3 clusters Score -2.322837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23228380.000000 Penalty: 6005.361328
	Iteration 38Q: 3 clusters Score -2.322838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -23228386.000000 Penalty: 6005.361328
	Iteration 39Q: 3 clusters Score -2.322839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -23228406.000000 Penalty: 6005.361328
	Iteration 40F: 3 clusters Score -2.322841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -23228424.000000 Penalty: 6005.361328
	Iteration 41Q: 3 clusters Score -2.322842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -23228420.000000 Penalty: 6005.361328
	Iteration 42Q: 3 clusters Score -2.322842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 179918 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 6005.361328
	Iteration 43Q: 3 clusters Score -2.322843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -23228434.000000 Penalty: 6005.361328
	Iteration 44Q: 3 clusters Score -2.322843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -23228440.000000 Penalty: 6005.361328
	Iteration 45Q: 3 clusters Score -2.322844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 179925 members 
Entering Unmasked Estep 
Score: -23228426.000000 Penalty: 6005.361328
	Iteration 46Q: 3 clusters Score -2.322843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -23228444.000000 Penalty: 6005.361328
	Iteration 47Q: 3 clusters Score -2.322844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -23228432.000000 Penalty: 6005.361328
	Iteration 48Q: 3 clusters Score -2.322843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -23228424.000000 Penalty: 6005.361328
	Iteration 49Q: 3 clusters Score -2.322842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -23228426.000000 Penalty: 6005.361328
	Iteration 50Q: 3 clusters Score -2.322843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -23228432.000000 Penalty: 6005.361328
	Iteration 51Q: 3 clusters Score -2.322843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 179942 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 6005.361328
	Iteration 52Q: 3 clusters Score -2.322843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 179943 members 
Entering Unmasked Estep 
Score: -23228426.000000 Penalty: 6005.361328
	Iteration 53Q: 3 clusters Score -2.322843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 6005.361328
	Iteration 54Q: 3 clusters Score -2.322843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -23228430.000000 Penalty: 6005.361328
	Iteration 55Q: 3 clusters Score -2.322843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 179948 members 
Entering Unmasked Estep 
Score: -23228426.000000 Penalty: 6005.361328
	Iteration 56Q: 3 clusters Score -2.322843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 179949 members 
Entering Unmasked Estep 
Score: -23228432.000000 Penalty: 6005.361328
	Iteration 57Q: 3 clusters Score -2.322843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 179950 members 
Entering Unmasked Estep 
Score: -23228438.000000 Penalty: 6005.361328
	Iteration 58Q: 3 clusters Score -2.322844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 179950 members 
Entering Unmasked Estep 
Score: -23228438.000000 Penalty: 6005.361328
	Iteration 59F: 3 clusters Score -2.322844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (210470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210470 members 
Entering Unmasked Estep 
Score: -27309796.000000 Penalty: 3039.760254
	Iteration 0F: 2 clusters Score -2.73098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -27205942.000000 Penalty: 6079.520508
	Iteration 0F: 3 clusters Score -2.720594e+07 nChanged 101535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -27265396.000000 Penalty: 6079.520508
	Iteration 1F: 3 clusters Score -2.72654e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -27266744.000000 Penalty: 6079.520508
	Iteration 2Q: 3 clusters Score -2.726674e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -27268716.000000 Penalty: 6079.520508
	Iteration 3Q: 3 clusters Score -2.726872e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 128063 members 
Entering Unmasked Estep 
Score: -27272328.000000 Penalty: 6079.520508
	Iteration 4Q: 3 clusters Score -2.727233e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 139682 members 
Entering Unmasked Estep 
Score: -27279454.000000 Penalty: 6079.520508
	Iteration 5F: 3 clusters Score -2.727945e+07 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -27290954.000000 Penalty: 6079.520508
	Iteration 6F: 3 clusters Score -2.729095e+07 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -27303702.000000 Penalty: 6079.520508
	Iteration 7F: 3 clusters Score -2.73037e+07 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -27307288.000000 Penalty: 6079.520508
	Iteration 8F: 3 clusters Score -2.730729e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 199347 members 
Entering Unmasked Estep 
Score: -27307784.000000 Penalty: 6079.520508
	Iteration 9Q: 3 clusters Score -2.730778e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 204034 members 
Entering Unmasked Estep 
Score: -27308070.000000 Penalty: 6079.520508
	Iteration 10Q: 3 clusters Score -2.730807e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 206332 members 
Entering Unmasked Estep 
Score: -27308004.000000 Penalty: 6079.520508
	Iteration 11Q: 3 clusters Score -2.7308e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 207529 members 
Entering Unmasked Estep 
Score: -27307792.000000 Penalty: 6079.520508
	Iteration 12Q: 3 clusters Score -2.730779e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 208167 members 
Entering Unmasked Estep 
Score: -27307788.000000 Penalty: 6079.520508
	Iteration 13Q: 3 clusters Score -2.730779e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -27307872.000000 Penalty: 6079.520508
	Iteration 14Q: 3 clusters Score -2.730787e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 208769 members 
Entering Unmasked Estep 
Score: -27307912.000000 Penalty: 6079.520508
	Iteration 15Q: 3 clusters Score -2.730791e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 208916 members 
Entering Unmasked Estep 
Score: -27307896.000000 Penalty: 6079.520508
	Iteration 16Q: 3 clusters Score -2.73079e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 209026 members 
Entering Unmasked Estep 
Score: -27307890.000000 Penalty: 6079.520508
	Iteration 17Q: 3 clusters Score -2.730789e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 209092 members 
Entering Unmasked Estep 
Score: -27307894.000000 Penalty: 6079.520508
	Iteration 18Q: 3 clusters Score -2.730789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 209167 members 
Entering Unmasked Estep 
Score: -27307902.000000 Penalty: 6079.520508
	Iteration 19Q: 3 clusters Score -2.73079e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 209217 members 
Entering Unmasked Estep 
Score: -27307928.000000 Penalty: 6079.520508
	Iteration 20F: 3 clusters Score -2.730793e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 209257 members 
Entering Unmasked Estep 
Score: -27307934.000000 Penalty: 6079.520508
	Iteration 21Q: 3 clusters Score -2.730793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 209294 members 
Entering Unmasked Estep 
Score: -27307992.000000 Penalty: 6079.520508
	Iteration 22Q: 3 clusters Score -2.730799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -27307980.000000 Penalty: 6079.520508
	Iteration 23Q: 3 clusters Score -2.730798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 209325 members 
Entering Unmasked Estep 
Score: -27307962.000000 Penalty: 6079.520508
	Iteration 24Q: 3 clusters Score -2.730796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 209330 members 
Entering Unmasked Estep 
Score: -27307960.000000 Penalty: 6079.520508
	Iteration 25Q: 3 clusters Score -2.730796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 209334 members 
Entering Unmasked Estep 
Score: -27307976.000000 Penalty: 6079.520508
	Iteration 26Q: 3 clusters Score -2.730798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 209341 members 
Entering Unmasked Estep 
Score: -27307964.000000 Penalty: 6079.520508
	Iteration 27Q: 3 clusters Score -2.730796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 209348 members 
Entering Unmasked Estep 
Score: -27307980.000000 Penalty: 6079.520508
	Iteration 28Q: 3 clusters Score -2.730798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 209348 members 
Entering Unmasked Estep 
Score: -27307996.000000 Penalty: 6079.520508
	Iteration 29Q: 3 clusters Score -2.7308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 209350 members 
Entering Unmasked Estep 
Score: -27308002.000000 Penalty: 6079.520508
	Iteration 30Q: 3 clusters Score -2.7308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 209359 members 
Entering Unmasked Estep 
Score: -27307986.000000 Penalty: 6079.520508
	Iteration 31Q: 3 clusters Score -2.730799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 209368 members 
Entering Unmasked Estep 
Score: -27307974.000000 Penalty: 6079.520508
	Iteration 32Q: 3 clusters Score -2.730797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 209370 members 
Entering Unmasked Estep 
Score: -27307990.000000 Penalty: 6079.520508
	Iteration 33Q: 3 clusters Score -2.730799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 209374 members 
Entering Unmasked Estep 
Score: -27307980.000000 Penalty: 6079.520508
	Iteration 34Q: 3 clusters Score -2.730798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 209378 members 
Entering Unmasked Estep 
Score: -27307988.000000 Penalty: 6079.520508
	Iteration 35Q: 3 clusters Score -2.730799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 209382 members 
Entering Unmasked Estep 
Score: -27307992.000000 Penalty: 6079.520508
	Iteration 36Q: 3 clusters Score -2.730799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 209389 members 
Entering Unmasked Estep 
Score: -27308000.000000 Penalty: 6079.520508
	Iteration 37Q: 3 clusters Score -2.7308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 209397 members 
Entering Unmasked Estep 
Score: -27307982.000000 Penalty: 6079.520508
	Iteration 38Q: 3 clusters Score -2.730798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 209405 members 
Entering Unmasked Estep 
Score: -27307966.000000 Penalty: 6079.520508
	Iteration 39Q: 3 clusters Score -2.730797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 209408 members 
Entering Unmasked Estep 
Score: -27307982.000000 Penalty: 6079.520508
	Iteration 40F: 3 clusters Score -2.730798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 209410 members 
Entering Unmasked Estep 
Score: -27307984.000000 Penalty: 6079.520508
	Iteration 41Q: 3 clusters Score -2.730798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -27307970.000000 Penalty: 6079.520508
	Iteration 42Q: 3 clusters Score -2.730797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -27307982.000000 Penalty: 6079.520508
	Iteration 43Q: 3 clusters Score -2.730798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 209411 members 
Entering Unmasked Estep 
Score: -27307990.000000 Penalty: 6079.520508
	Iteration 44Q: 3 clusters Score -2.730799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 209409 members 
Entering Unmasked Estep 
Score: -27307974.000000 Penalty: 6079.520508
	Iteration 45Q: 3 clusters Score -2.730797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 209415 members 
Entering Unmasked Estep 
Score: -27307974.000000 Penalty: 6079.520508
	Iteration 46Q: 3 clusters Score -2.730797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 209415 members 
Entering Unmasked Estep 
Score: -27307984.000000 Penalty: 6079.520508
	Iteration 47Q: 3 clusters Score -2.730798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -27307996.000000 Penalty: 6079.520508
	Iteration 48Q: 3 clusters Score -2.7308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -27307990.000000 Penalty: 6079.520508
	Iteration 49Q: 3 clusters Score -2.730799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 209423 members 
Entering Unmasked Estep 
Score: -27307986.000000 Penalty: 6079.520508
	Iteration 50Q: 3 clusters Score -2.730799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 209424 members 
Entering Unmasked Estep 
Score: -27307984.000000 Penalty: 6079.520508
	Iteration 51Q: 3 clusters Score -2.730798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -27307996.000000 Penalty: 6079.520508
	Iteration 52Q: 3 clusters Score -2.7308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 209428 members 
Entering Unmasked Estep 
Score: -27308000.000000 Penalty: 6079.520508
	Iteration 53Q: 3 clusters Score -2.7308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 209431 members 
Entering Unmasked Estep 
Score: -27307992.000000 Penalty: 6079.520508
	Iteration 54Q: 3 clusters Score -2.730799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -27308002.000000 Penalty: 6079.520508
	Iteration 55Q: 3 clusters Score -2.7308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -27308006.000000 Penalty: 6079.520508
	Iteration 56Q: 3 clusters Score -2.730801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -27308006.000000 Penalty: 6079.520508
	Iteration 57F: 3 clusters Score -2.730801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Entering Unmasked Estep 
Score: -22715336.000000 Penalty: 2994.702148
	Iteration 0F: 2 clusters Score -2.271534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -22601904.000000 Penalty: 5989.404297
	Iteration 0F: 3 clusters Score -2.26019e+07 nChanged 84278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -22651384.000000 Penalty: 5989.404297
	Iteration 1F: 3 clusters Score -2.265138e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -22653062.000000 Penalty: 5989.404297
	Iteration 2Q: 3 clusters Score -2.265306e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -22655728.000000 Penalty: 5989.404297
	Iteration 3Q: 3 clusters Score -2.265573e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -22659898.000000 Penalty: 5989.404297
	Iteration 4F: 3 clusters Score -2.26599e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -22666854.000000 Penalty: 5989.404297
	Iteration 5F: 3 clusters Score -2.266685e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -22677200.000000 Penalty: 5989.404297
	Iteration 6F: 3 clusters Score -2.26772e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127497 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -22690068.000000 Penalty: 5989.404297
	Iteration 7F: 3 clusters Score -2.269007e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -22700868.000000 Penalty: 5989.404297
	Iteration 8F: 3 clusters Score -2.270087e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139490 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -22706364.000000 Penalty: 5989.404297
	Iteration 9Q: 3 clusters Score -2.270636e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -22708602.000000 Penalty: 5989.404297
	Iteration 10Q: 3 clusters Score -2.27086e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144750 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -22709972.000000 Penalty: 5989.404297
	Iteration 11Q: 3 clusters Score -2.270997e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146904 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -22710840.000000 Penalty: 5989.404297
	Iteration 12Q: 3 clusters Score -2.271084e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148909 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -22711586.000000 Penalty: 5989.404297
	Iteration 13Q: 3 clusters Score -2.271159e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150792 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -22712320.000000 Penalty: 5989.404297
	Iteration 14Q: 3 clusters Score -2.271232e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152568 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -22712888.000000 Penalty: 5989.404297
	Iteration 15Q: 3 clusters Score -2.271289e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -22713362.000000 Penalty: 5989.404297
	Iteration 16Q: 3 clusters Score -2.271336e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -22713716.000000 Penalty: 5989.404297
	Iteration 17Q: 3 clusters Score -2.271372e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -22714078.000000 Penalty: 5989.404297
	Iteration 18Q: 3 clusters Score -2.271408e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -22714448.000000 Penalty: 5989.404297
	Iteration 19Q: 3 clusters Score -2.271445e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -22714684.000000 Penalty: 5989.404297
	Iteration 20F: 3 clusters Score -2.271468e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -22714968.000000 Penalty: 5989.404297
	Iteration 21Q: 3 clusters Score -2.271497e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -22715234.000000 Penalty: 5989.404297
	Iteration 22Q: 3 clusters Score -2.271523e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -22715410.000000 Penalty: 5989.404297
	Iteration 23Q: 3 clusters Score -2.271541e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -22715510.000000 Penalty: 5989.404297
	Iteration 24Q: 3 clusters Score -2.271551e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166845 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -22715550.000000 Penalty: 5989.404297
	Iteration 25Q: 3 clusters Score -2.271555e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22715570.000000 Penalty: 5989.404297
	Iteration 26Q: 3 clusters Score -2.271557e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -22715530.000000 Penalty: 5989.404297
	Iteration 27Q: 3 clusters Score -2.271553e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -22715422.000000 Penalty: 5989.404297
	Iteration 28Q: 3 clusters Score -2.271542e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -22715302.000000 Penalty: 5989.404297
	Iteration 29Q: 3 clusters Score -2.27153e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -22715176.000000 Penalty: 5989.404297
	Iteration 30Q: 3 clusters Score -2.271518e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -22715160.000000 Penalty: 5989.404297
	Iteration 31Q: 3 clusters Score -2.271516e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -22715116.000000 Penalty: 5989.404297
	Iteration 32Q: 3 clusters Score -2.271512e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22715108.000000 Penalty: 5989.404297
	Iteration 33Q: 3 clusters Score -2.271511e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22715036.000000 Penalty: 5989.404297
	Iteration 34Q: 3 clusters Score -2.271504e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -22715030.000000 Penalty: 5989.404297
	Iteration 35Q: 3 clusters Score -2.271503e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -22714952.000000 Penalty: 5989.404297
	Iteration 36Q: 3 clusters Score -2.271495e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22714974.000000 Penalty: 5989.404297
	Iteration 37Q: 3 clusters Score -2.271497e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172850 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -22714904.000000 Penalty: 5989.404297
	Iteration 38Q: 3 clusters Score -2.27149e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172941 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22714872.000000 Penalty: 5989.404297
	Iteration 39Q: 3 clusters Score -2.271487e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173016 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22714864.000000 Penalty: 5989.404297
	Iteration 40F: 3 clusters Score -2.271486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22714822.000000 Penalty: 5989.404297
	Iteration 41Q: 3 clusters Score -2.271482e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173160 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22714792.000000 Penalty: 5989.404297
	Iteration 42Q: 3 clusters Score -2.271479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173215 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22714792.000000 Penalty: 5989.404297
	Iteration 43Q: 3 clusters Score -2.271479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -22714756.000000 Penalty: 5989.404297
	Iteration 44Q: 3 clusters Score -2.271476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -22714742.000000 Penalty: 5989.404297
	Iteration 45Q: 3 clusters Score -2.271474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173354 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22714730.000000 Penalty: 5989.404297
	Iteration 46Q: 3 clusters Score -2.271473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22714718.000000 Penalty: 5989.404297
	Iteration 47Q: 3 clusters Score -2.271472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173399 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22714736.000000 Penalty: 5989.404297
	Iteration 48Q: 3 clusters Score -2.271474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22714742.000000 Penalty: 5989.404297
	Iteration 49Q: 3 clusters Score -2.271474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22714740.000000 Penalty: 5989.404297
	Iteration 50Q: 3 clusters Score -2.271474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22714714.000000 Penalty: 5989.404297
	Iteration 51Q: 3 clusters Score -2.271471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173483 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22714718.000000 Penalty: 5989.404297
	Iteration 52Q: 3 clusters Score -2.271472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173511 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -22714704.000000 Penalty: 5989.404297
	Iteration 53Q: 3 clusters Score -2.27147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22714704.000000 Penalty: 5989.404297
	Iteration 54Q: 3 clusters Score -2.27147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173548 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22714712.000000 Penalty: 5989.404297
	Iteration 55Q: 3 clusters Score -2.271471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22714674.000000 Penalty: 5989.404297
	Iteration 56Q: 3 clusters Score -2.271467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22714678.000000 Penalty: 5989.404297
	Iteration 57Q: 3 clusters Score -2.271468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22714674.000000 Penalty: 5989.404297
	Iteration 58Q: 3 clusters Score -2.271467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22714678.000000 Penalty: 5989.404297
	Iteration 59Q: 3 clusters Score -2.271468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22714672.000000 Penalty: 5989.404297
	Iteration 60F: 3 clusters Score -2.271467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22714672.000000 Penalty: 5989.404297
	Iteration 61Q: 3 clusters Score -2.271467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173599 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22714656.000000 Penalty: 5989.404297
	Iteration 62Q: 3 clusters Score -2.271466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22714668.000000 Penalty: 5989.404297
	Iteration 63Q: 3 clusters Score -2.271467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22714656.000000 Penalty: 5989.404297
	Iteration 64Q: 3 clusters Score -2.271466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173615 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -22714678.000000 Penalty: 5989.404297
	Iteration 65Q: 3 clusters Score -2.271468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22714666.000000 Penalty: 5989.404297
	Iteration 66Q: 3 clusters Score -2.271467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173618 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22714672.000000 Penalty: 5989.404297
	Iteration 67Q: 3 clusters Score -2.271467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22714672.000000 Penalty: 5989.404297
	Iteration 68Q: 3 clusters Score -2.271467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22714672.000000 Penalty: 5989.404297
	Iteration 69F: 3 clusters Score -2.271467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100671.625000 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100671.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101204.054688 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101204.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101707.976562 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101912.976562 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -102048.351562 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -102048.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102162.070312 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -102162.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102292.757812 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -102292.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -102534.132812 Penalty: 3393.970947
	Iteration 7F: 3 clusters Score -102534.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102985.804688 Penalty: 3393.970947
	Iteration 8F: 3 clusters Score -102985.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103405.703125 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103425.976562 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103426.617188 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103426.617188 Penalty: 3393.970947
	Iteration 12F: 3 clusters Score -103426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 9522 members 
Mstep: Class 15 contains 169751 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166384624.000000 Penalty: 69889.085938
Splitting cluster 10 changes total score from -166385200.000000 to -166384624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (218730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218730 members 
Entering Unmasked Estep 
Score: -28027406.000000 Penalty: 3049.307129
	Iteration 0F: 2 clusters Score -2.802741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -27888270.000000 Penalty: 6098.614258
	Iteration 0F: 3 clusters Score -2.788827e+07 nChanged 105245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -27950106.000000 Penalty: 6098.614258
	Iteration 1F: 3 clusters Score -2.795011e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -27951030.000000 Penalty: 6098.614258
	Iteration 2Q: 3 clusters Score -2.795103e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 115863 members 
Entering Unmasked Estep 
Score: -27952326.000000 Penalty: 6098.614258
	Iteration 3Q: 3 clusters Score -2.795233e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -27954218.000000 Penalty: 6098.614258
	Iteration 4Q: 3 clusters Score -2.795422e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -27956550.000000 Penalty: 6098.614258
	Iteration 5Q: 3 clusters Score -2.795655e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 131727 members 
Entering Unmasked Estep 
Score: -27960456.000000 Penalty: 6098.614258
	Iteration 6Q: 3 clusters Score -2.796046e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 142380 members 
Entering Unmasked Estep 
Score: -27967714.000000 Penalty: 6098.614258
	Iteration 7F: 3 clusters Score -2.796771e+07 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -27979594.000000 Penalty: 6098.614258
	Iteration 8F: 3 clusters Score -2.797959e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -27995074.000000 Penalty: 6098.614258
	Iteration 9F: 3 clusters Score -2.799507e+07 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 188339 members 
Entering Unmasked Estep 
Score: -28008472.000000 Penalty: 6098.614258
	Iteration 10F: 3 clusters Score -2.800847e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 200078 members 
Entering Unmasked Estep 
Score: -28016886.000000 Penalty: 6098.614258
	Iteration 11F: 3 clusters Score -2.801689e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 207236 members 
Entering Unmasked Estep 
Score: -28021156.000000 Penalty: 6098.614258
	Iteration 12Q: 3 clusters Score -2.802116e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 211568 members 
Entering Unmasked Estep 
Score: -28022976.000000 Penalty: 6098.614258
	Iteration 13Q: 3 clusters Score -2.802298e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 214183 members 
Entering Unmasked Estep 
Score: -28024086.000000 Penalty: 6098.614258
	Iteration 14Q: 3 clusters Score -2.802409e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -28024500.000000 Penalty: 6098.614258
	Iteration 15Q: 3 clusters Score -2.80245e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 216621 members 
Entering Unmasked Estep 
Score: -28024752.000000 Penalty: 6098.614258
	Iteration 16Q: 3 clusters Score -2.802475e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 217211 members 
Entering Unmasked Estep 
Score: -28024850.000000 Penalty: 6098.614258
	Iteration 17Q: 3 clusters Score -2.802485e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 217541 members 
Entering Unmasked Estep 
Score: -28024932.000000 Penalty: 6098.614258
	Iteration 18Q: 3 clusters Score -2.802493e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 217740 members 
Entering Unmasked Estep 
Score: -28024922.000000 Penalty: 6098.614258
	Iteration 19Q: 3 clusters Score -2.802492e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 217869 members 
Entering Unmasked Estep 
Score: -28024936.000000 Penalty: 6098.614258
	Iteration 20F: 3 clusters Score -2.802494e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -28024916.000000 Penalty: 6098.614258
	Iteration 21Q: 3 clusters Score -2.802492e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 218018 members 
Entering Unmasked Estep 
Score: -28024936.000000 Penalty: 6098.614258
	Iteration 22Q: 3 clusters Score -2.802494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 218064 members 
Entering Unmasked Estep 
Score: -28024950.000000 Penalty: 6098.614258
	Iteration 23Q: 3 clusters Score -2.802495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 218101 members 
Entering Unmasked Estep 
Score: -28024936.000000 Penalty: 6098.614258
	Iteration 24Q: 3 clusters Score -2.802494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 218124 members 
Entering Unmasked Estep 
Score: -28024940.000000 Penalty: 6098.614258
	Iteration 25Q: 3 clusters Score -2.802494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -28024950.000000 Penalty: 6098.614258
	Iteration 26Q: 3 clusters Score -2.802495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 218150 members 
Entering Unmasked Estep 
Score: -28024954.000000 Penalty: 6098.614258
	Iteration 27Q: 3 clusters Score -2.802495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 218162 members 
Entering Unmasked Estep 
Score: -28024974.000000 Penalty: 6098.614258
	Iteration 28Q: 3 clusters Score -2.802497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 218169 members 
Entering Unmasked Estep 
Score: -28024992.000000 Penalty: 6098.614258
	Iteration 29Q: 3 clusters Score -2.802499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 218179 members 
Entering Unmasked Estep 
Score: -28024986.000000 Penalty: 6098.614258
	Iteration 30Q: 3 clusters Score -2.802499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 218194 members 
Entering Unmasked Estep 
Score: -28025014.000000 Penalty: 6098.614258
	Iteration 31Q: 3 clusters Score -2.802501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 218207 members 
Entering Unmasked Estep 
Score: -28025032.000000 Penalty: 6098.614258
	Iteration 32Q: 3 clusters Score -2.802503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 218215 members 
Entering Unmasked Estep 
Score: -28025014.000000 Penalty: 6098.614258
	Iteration 33Q: 3 clusters Score -2.802501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 218224 members 
Entering Unmasked Estep 
Score: -28025020.000000 Penalty: 6098.614258
	Iteration 34Q: 3 clusters Score -2.802502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 218228 members 
Entering Unmasked Estep 
Score: -28025026.000000 Penalty: 6098.614258
	Iteration 35Q: 3 clusters Score -2.802503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 218230 members 
Entering Unmasked Estep 
Score: -28025032.000000 Penalty: 6098.614258
	Iteration 36Q: 3 clusters Score -2.802503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 218230 members 
Entering Unmasked Estep 
Score: -28025038.000000 Penalty: 6098.614258
	Iteration 37Q: 3 clusters Score -2.802504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 218228 members 
Entering Unmasked Estep 
Score: -28025022.000000 Penalty: 6098.614258
	Iteration 38Q: 3 clusters Score -2.802502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 218227 members 
Entering Unmasked Estep 
Score: -28025044.000000 Penalty: 6098.614258
	Iteration 39Q: 3 clusters Score -2.802504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 218229 members 
Entering Unmasked Estep 
Score: -28025028.000000 Penalty: 6098.614258
	Iteration 40F: 3 clusters Score -2.802503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 218232 members 
Entering Unmasked Estep 
Score: -28025026.000000 Penalty: 6098.614258
	Iteration 41Q: 3 clusters Score -2.802503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 218236 members 
Entering Unmasked Estep 
Score: -28025036.000000 Penalty: 6098.614258
	Iteration 42Q: 3 clusters Score -2.802504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 218239 members 
Entering Unmasked Estep 
Score: -28025032.000000 Penalty: 6098.614258
	Iteration 43Q: 3 clusters Score -2.802503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -28025026.000000 Penalty: 6098.614258
	Iteration 44Q: 3 clusters Score -2.802503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 218244 members 
Entering Unmasked Estep 
Score: -28025046.000000 Penalty: 6098.614258
	Iteration 45Q: 3 clusters Score -2.802505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 218248 members 
Entering Unmasked Estep 
Score: -28025046.000000 Penalty: 6098.614258
	Iteration 46Q: 3 clusters Score -2.802505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 218250 members 
Entering Unmasked Estep 
Score: -28025048.000000 Penalty: 6098.614258
	Iteration 47Q: 3 clusters Score -2.802505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 218252 members 
Entering Unmasked Estep 
Score: -28025036.000000 Penalty: 6098.614258
	Iteration 48Q: 3 clusters Score -2.802504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 218252 members 
Entering Unmasked Estep 
Score: -28025036.000000 Penalty: 6098.614258
	Iteration 49F: 3 clusters Score -2.802504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Entering Unmasked Estep 
Score: -8605632.000000 Penalty: 2762.735596
	Iteration 0F: 2 clusters Score -8605632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8559458.000000 Penalty: 5525.471191
	Iteration 0F: 3 clusters Score -8559458 nChanged 32184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8577665.000000 Penalty: 5525.471191
	Iteration 1F: 3 clusters Score -8577665 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -8578495.000000 Penalty: 5525.471191
	Iteration 2Q: 3 clusters Score -8578495 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -8579573.000000 Penalty: 5525.471191
	Iteration 3Q: 3 clusters Score -8579573 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8581133.000000 Penalty: 5525.471191
	Iteration 4F: 3 clusters Score -8581133 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8583565.000000 Penalty: 5525.471191
	Iteration 5F: 3 clusters Score -8583565 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8586924.000000 Penalty: 5525.471191
	Iteration 6F: 3 clusters Score -8586924 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8591036.000000 Penalty: 5525.471191
	Iteration 7F: 3 clusters Score -8591036 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8594922.000000 Penalty: 5525.471191
	Iteration 8F: 3 clusters Score -8594922 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8598070.000000 Penalty: 5525.471191
	Iteration 9F: 3 clusters Score -8598070 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8600276.000000 Penalty: 5525.471191
	Iteration 10Q: 3 clusters Score -8600276 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8601906.000000 Penalty: 5525.471191
	Iteration 11Q: 3 clusters Score -8601906 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8602625.000000 Penalty: 5525.471191
	Iteration 12Q: 3 clusters Score -8602625 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8602934.000000 Penalty: 5525.471191
	Iteration 13Q: 3 clusters Score -8602934 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8603088.000000 Penalty: 5525.471191
	Iteration 14Q: 3 clusters Score -8603088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8603155.000000 Penalty: 5525.471191
	Iteration 15Q: 3 clusters Score -8603155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8603200.000000 Penalty: 5525.471191
	Iteration 16Q: 3 clusters Score -8603200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8603220.000000 Penalty: 5525.471191
	Iteration 17Q: 3 clusters Score -8603220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8603252.000000 Penalty: 5525.471191
	Iteration 18Q: 3 clusters Score -8603252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8603271.000000 Penalty: 5525.471191
	Iteration 19Q: 3 clusters Score -8603271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8603279.000000 Penalty: 5525.471191
	Iteration 20F: 3 clusters Score -8603279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8603285.000000 Penalty: 5525.471191
	Iteration 21Q: 3 clusters Score -8603285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8603294.000000 Penalty: 5525.471191
	Iteration 22Q: 3 clusters Score -8603294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8603294.000000 Penalty: 5525.471191
	Iteration 23Q: 3 clusters Score -8603294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8603300.000000 Penalty: 5525.471191
	Iteration 24Q: 3 clusters Score -8603300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8603298.000000 Penalty: 5525.471191
	Iteration 25Q: 3 clusters Score -8603298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8603298.000000 Penalty: 5525.471191
	Iteration 26F: 3 clusters Score -8603298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Entering Unmasked Estep 
Score: -7136554.500000 Penalty: 2705.653564
	Iteration 0F: 2 clusters Score -7136554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7099907.000000 Penalty: 5411.307129
	Iteration 0F: 3 clusters Score -7099907 nChanged 25237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -7114021.500000 Penalty: 5411.307129
	Iteration 1F: 3 clusters Score -7114022 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7114650.000000 Penalty: 5411.307129
	Iteration 2Q: 3 clusters Score -7114650 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7115338.000000 Penalty: 5411.307129
	Iteration 3Q: 3 clusters Score -7115338 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -7116241.000000 Penalty: 5411.307129
	Iteration 4Q: 3 clusters Score -7116241 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -7117339.500000 Penalty: 5411.307129
	Iteration 5Q: 3 clusters Score -7117340 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7118777.500000 Penalty: 5411.307129
	Iteration 6Q: 3 clusters Score -7118778 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -7120786.000000 Penalty: 5411.307129
	Iteration 7F: 3 clusters Score -7120786 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7123385.000000 Penalty: 5411.307129
	Iteration 8F: 3 clusters Score -7123385 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -7125900.500000 Penalty: 5411.307129
	Iteration 9F: 3 clusters Score -7125900 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -7127398.500000 Penalty: 5411.307129
	Iteration 10F: 3 clusters Score -7127398 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -7128010.000000 Penalty: 5411.307129
	Iteration 11Q: 3 clusters Score -7128010 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -7128337.500000 Penalty: 5411.307129
	Iteration 12Q: 3 clusters Score -7128338 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -7128558.500000 Penalty: 5411.307129
	Iteration 13Q: 3 clusters Score -7128558 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -7128697.000000 Penalty: 5411.307129
	Iteration 14Q: 3 clusters Score -7128697 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -7128861.000000 Penalty: 5411.307129
	Iteration 15Q: 3 clusters Score -7128861 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -7128998.500000 Penalty: 5411.307129
	Iteration 16Q: 3 clusters Score -7128998 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7129186.500000 Penalty: 5411.307129
	Iteration 17Q: 3 clusters Score -7129186 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7129315.500000 Penalty: 5411.307129
	Iteration 18Q: 3 clusters Score -7129316 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -7129432.500000 Penalty: 5411.307129
	Iteration 19Q: 3 clusters Score -7129432 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -7129543.000000 Penalty: 5411.307129
	Iteration 20F: 3 clusters Score -7129543 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7129661.500000 Penalty: 5411.307129
	Iteration 21Q: 3 clusters Score -7129662 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7129814.000000 Penalty: 5411.307129
	Iteration 22Q: 3 clusters Score -7129814 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -7129909.500000 Penalty: 5411.307129
	Iteration 23Q: 3 clusters Score -7129910 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -7130038.000000 Penalty: 5411.307129
	Iteration 24Q: 3 clusters Score -7130038 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -7130174.500000 Penalty: 5411.307129
	Iteration 25Q: 3 clusters Score -7130174 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -7130276.000000 Penalty: 5411.307129
	Iteration 26Q: 3 clusters Score -7130276 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -7130412.500000 Penalty: 5411.307129
	Iteration 27Q: 3 clusters Score -7130412 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -7130560.500000 Penalty: 5411.307129
	Iteration 28Q: 3 clusters Score -7130560 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -7130742.500000 Penalty: 5411.307129
	Iteration 29Q: 3 clusters Score -7130742 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -7130869.500000 Penalty: 5411.307129
	Iteration 30Q: 3 clusters Score -7130870 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -7131062.000000 Penalty: 5411.307129
	Iteration 31Q: 3 clusters Score -7131062 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -7131256.000000 Penalty: 5411.307129
	Iteration 32Q: 3 clusters Score -7131256 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -7131408.500000 Penalty: 5411.307129
	Iteration 33Q: 3 clusters Score -7131408 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7131556.000000 Penalty: 5411.307129
	Iteration 34Q: 3 clusters Score -7131556 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -7131689.000000 Penalty: 5411.307129
	Iteration 35Q: 3 clusters Score -7131689 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -7131874.000000 Penalty: 5411.307129
	Iteration 36Q: 3 clusters Score -7131874 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -7132063.500000 Penalty: 5411.307129
	Iteration 37Q: 3 clusters Score -7132064 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -7132212.000000 Penalty: 5411.307129
	Iteration 38Q: 3 clusters Score -7132212 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -7132377.000000 Penalty: 5411.307129
	Iteration 39Q: 3 clusters Score -7132377 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7132484.500000 Penalty: 5411.307129
	Iteration 40F: 3 clusters Score -7132484 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -7132624.000000 Penalty: 5411.307129
	Iteration 41Q: 3 clusters Score -7132624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7132732.000000 Penalty: 5411.307129
	Iteration 42Q: 3 clusters Score -7132732 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7132813.000000 Penalty: 5411.307129
	Iteration 43Q: 3 clusters Score -7132813 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -7132919.000000 Penalty: 5411.307129
	Iteration 44Q: 3 clusters Score -7132919 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7133004.500000 Penalty: 5411.307129
	Iteration 45Q: 3 clusters Score -7133004 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -7133072.000000 Penalty: 5411.307129
	Iteration 46Q: 3 clusters Score -7133072 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -7133186.500000 Penalty: 5411.307129
	Iteration 47Q: 3 clusters Score -7133186 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -7133307.500000 Penalty: 5411.307129
	Iteration 48Q: 3 clusters Score -7133308 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7133370.000000 Penalty: 5411.307129
	Iteration 49Q: 3 clusters Score -7133370 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7133478.000000 Penalty: 5411.307129
	Iteration 50Q: 3 clusters Score -7133478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7133566.000000 Penalty: 5411.307129
	Iteration 51Q: 3 clusters Score -7133566 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7133645.500000 Penalty: 5411.307129
	Iteration 52Q: 3 clusters Score -7133646 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7133745.000000 Penalty: 5411.307129
	Iteration 53Q: 3 clusters Score -7133745 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7133854.000000 Penalty: 5411.307129
	Iteration 54Q: 3 clusters Score -7133854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7133934.500000 Penalty: 5411.307129
	Iteration 55Q: 3 clusters Score -7133934 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7134010.000000 Penalty: 5411.307129
	Iteration 56Q: 3 clusters Score -7134010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7134062.500000 Penalty: 5411.307129
	Iteration 57Q: 3 clusters Score -7134062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7134128.000000 Penalty: 5411.307129
	Iteration 58Q: 3 clusters Score -7134128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7134161.500000 Penalty: 5411.307129
	Iteration 59Q: 3 clusters Score -7134162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7134198.000000 Penalty: 5411.307129
	Iteration 60F: 3 clusters Score -7134198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7134248.000000 Penalty: 5411.307129
	Iteration 61Q: 3 clusters Score -7134248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7134279.000000 Penalty: 5411.307129
	Iteration 62Q: 3 clusters Score -7134279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7134298.000000 Penalty: 5411.307129
	Iteration 63Q: 3 clusters Score -7134298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7134316.500000 Penalty: 5411.307129
	Iteration 64Q: 3 clusters Score -7134316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7134359.500000 Penalty: 5411.307129
	Iteration 65Q: 3 clusters Score -7134360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7134381.500000 Penalty: 5411.307129
	Iteration 66Q: 3 clusters Score -7134382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7134391.500000 Penalty: 5411.307129
	Iteration 67Q: 3 clusters Score -7134392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7134388.500000 Penalty: 5411.307129
	Iteration 68Q: 3 clusters Score -7134388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7134423.500000 Penalty: 5411.307129
	Iteration 69Q: 3 clusters Score -7134424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7134435.000000 Penalty: 5411.307129
	Iteration 70Q: 3 clusters Score -7134435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7134444.500000 Penalty: 5411.307129
	Iteration 71Q: 3 clusters Score -7134444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7134482.000000 Penalty: 5411.307129
	Iteration 72Q: 3 clusters Score -7134482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7134492.000000 Penalty: 5411.307129
	Iteration 73Q: 3 clusters Score -7134492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7134503.000000 Penalty: 5411.307129
	Iteration 74Q: 3 clusters Score -7134503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7134500.000000 Penalty: 5411.307129
	Iteration 75Q: 3 clusters Score -7134500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7134512.000000 Penalty: 5411.307129
	Iteration 76Q: 3 clusters Score -7134512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7134526.500000 Penalty: 5411.307129
	Iteration 77Q: 3 clusters Score -7134526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7134530.000000 Penalty: 5411.307129
	Iteration 78Q: 3 clusters Score -7134530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7134545.000000 Penalty: 5411.307129
	Iteration 79Q: 3 clusters Score -7134545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7134548.500000 Penalty: 5411.307129
	Iteration 80F: 3 clusters Score -7134548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7134558.000000 Penalty: 5411.307129
	Iteration 81Q: 3 clusters Score -7134558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7134571.000000 Penalty: 5411.307129
	Iteration 82Q: 3 clusters Score -7134571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7134580.500000 Penalty: 5411.307129
	Iteration 83Q: 3 clusters Score -7134580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7134578.000000 Penalty: 5411.307129
	Iteration 84Q: 3 clusters Score -7134578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7134576.500000 Penalty: 5411.307129
	Iteration 85Q: 3 clusters Score -7134576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7134575.000000 Penalty: 5411.307129
	Iteration 86Q: 3 clusters Score -7134575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7134578.500000 Penalty: 5411.307129
	Iteration 87Q: 3 clusters Score -7134578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7134574.500000 Penalty: 5411.307129
	Iteration 88Q: 3 clusters Score -7134574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7134598.500000 Penalty: 5411.307129
	Iteration 89Q: 3 clusters Score -7134598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7134605.500000 Penalty: 5411.307129
	Iteration 90Q: 3 clusters Score -7134606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7134611.000000 Penalty: 5411.307129
	Iteration 91Q: 3 clusters Score -7134611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7134628.500000 Penalty: 5411.307129
	Iteration 92Q: 3 clusters Score -7134628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7134615.500000 Penalty: 5411.307129
	Iteration 93Q: 3 clusters Score -7134616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7134620.000000 Penalty: 5411.307129
	Iteration 94Q: 3 clusters Score -7134620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7134628.000000 Penalty: 5411.307129
	Iteration 95Q: 3 clusters Score -7134628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7134623.000000 Penalty: 5411.307129
	Iteration 96Q: 3 clusters Score -7134623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7134637.000000 Penalty: 5411.307129
	Iteration 97Q: 3 clusters Score -7134637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7134643.500000 Penalty: 5411.307129
	Iteration 98Q: 3 clusters Score -7134644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7134638.000000 Penalty: 5411.307129
	Iteration 99Q: 3 clusters Score -7134638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7134644.000000 Penalty: 5411.307129
	Iteration 100F: 3 clusters Score -7134644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7134656.000000 Penalty: 5411.307129
	Iteration 101Q: 3 clusters Score -7134656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7134645.000000 Penalty: 5411.307129
	Iteration 102Q: 3 clusters Score -7134645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7134650.000000 Penalty: 5411.307129
	Iteration 103Q: 3 clusters Score -7134650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7134656.000000 Penalty: 5411.307129
	Iteration 104Q: 3 clusters Score -7134656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7134655.500000 Penalty: 5411.307129
	Iteration 105Q: 3 clusters Score -7134656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7134659.500000 Penalty: 5411.307129
	Iteration 106Q: 3 clusters Score -7134660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7134655.500000 Penalty: 5411.307129
	Iteration 107Q: 3 clusters Score -7134656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7134657.000000 Penalty: 5411.307129
	Iteration 108Q: 3 clusters Score -7134657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7134666.500000 Penalty: 5411.307129
	Iteration 109Q: 3 clusters Score -7134666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7134661.500000 Penalty: 5411.307129
	Iteration 110Q: 3 clusters Score -7134662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7134661.500000 Penalty: 5411.307129
	Iteration 111F: 3 clusters Score -7134662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -1155519.875000 Penalty: 2272.017334
	Iteration 0F: 2 clusters Score -1155520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1148164.875000 Penalty: 4544.034668
	Iteration 0F: 3 clusters Score -1148165 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1150399.500000 Penalty: 4544.034668
	Iteration 1F: 3 clusters Score -1150400 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1150658.875000 Penalty: 4544.034668
	Iteration 2F: 3 clusters Score -1150659 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1150847.875000 Penalty: 4544.034668
	Iteration 3Q: 3 clusters Score -1150848 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1151029.125000 Penalty: 4544.034668
	Iteration 4Q: 3 clusters Score -1151029 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1151217.375000 Penalty: 4544.034668
	Iteration 5Q: 3 clusters Score -1151217 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1151452.125000 Penalty: 4544.034668
	Iteration 6Q: 3 clusters Score -1151452 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1151746.625000 Penalty: 4544.034668
	Iteration 7Q: 3 clusters Score -1151747 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1152074.000000 Penalty: 4544.034668
	Iteration 8Q: 3 clusters Score -1152074 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1152476.000000 Penalty: 4544.034668
	Iteration 9Q: 3 clusters Score -1152476 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1153024.750000 Penalty: 4544.034668
	Iteration 10F: 3 clusters Score -1153025 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1153566.875000 Penalty: 4544.034668
	Iteration 11F: 3 clusters Score -1153567 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1153995.625000 Penalty: 4544.034668
	Iteration 12F: 3 clusters Score -1153996 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1154340.250000 Penalty: 4544.034668
	Iteration 13F: 3 clusters Score -1154340 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1154683.375000 Penalty: 4544.034668
	Iteration 14Q: 3 clusters Score -1154683 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1155065.500000 Penalty: 4544.034668
	Iteration 15Q: 3 clusters Score -1155066 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1155400.250000 Penalty: 4544.034668
	Iteration 16Q: 3 clusters Score -1155400 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1155680.375000 Penalty: 4544.034668
	Iteration 17Q: 3 clusters Score -1155680 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1155877.250000 Penalty: 4544.034668
	Iteration 18Q: 3 clusters Score -1155877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1156015.250000 Penalty: 4544.034668
	Iteration 19Q: 3 clusters Score -1156015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1156087.250000 Penalty: 4544.034668
	Iteration 20F: 3 clusters Score -1156087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1156135.375000 Penalty: 4544.034668
	Iteration 21Q: 3 clusters Score -1156135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1156158.875000 Penalty: 4544.034668
	Iteration 22Q: 3 clusters Score -1156159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1156167.625000 Penalty: 4544.034668
	Iteration 23Q: 3 clusters Score -1156168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1156168.500000 Penalty: 4544.034668
	Iteration 24Q: 3 clusters Score -1156168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1156169.875000 Penalty: 4544.034668
	Iteration 25Q: 3 clusters Score -1156170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1156171.625000 Penalty: 4544.034668
	Iteration 26Q: 3 clusters Score -1156172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1156173.750000 Penalty: 4544.034668
	Iteration 27Q: 3 clusters Score -1156174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1156173.625000 Penalty: 4544.034668
	Iteration 28Q: 3 clusters Score -1156174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1156174.000000 Penalty: 4544.034668
	Iteration 29Q: 3 clusters Score -1156174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1156174.000000 Penalty: 4544.034668
	Iteration 30F: 3 clusters Score -1156174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 169751 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166385696.000000 Penalty: 69889.085938
Splitting cluster 14 changes total score from -166385200.000000 to -166385696.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (169751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Entering Unmasked Estep 
Score: -21825146.000000 Penalty: 2986.437744
	Iteration 0F: 2 clusters Score -2.182515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -21713198.000000 Penalty: 5972.875488
	Iteration 0F: 3 clusters Score -2.17132e+07 nChanged 81640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -21760554.000000 Penalty: 5972.875488
	Iteration 1F: 3 clusters Score -2.176055e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -21762010.000000 Penalty: 5972.875488
	Iteration 2Q: 3 clusters Score -2.176201e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -21764054.000000 Penalty: 5972.875488
	Iteration 3Q: 3 clusters Score -2.176405e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -21767756.000000 Penalty: 5972.875488
	Iteration 4Q: 3 clusters Score -2.176776e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -21773778.000000 Penalty: 5972.875488
	Iteration 5F: 3 clusters Score -2.177378e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -21782374.000000 Penalty: 5972.875488
	Iteration 6F: 3 clusters Score -2.178237e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -21793958.000000 Penalty: 5972.875488
	Iteration 7F: 3 clusters Score -2.179396e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -21805624.000000 Penalty: 5972.875488
	Iteration 8F: 3 clusters Score -2.180562e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -21812084.000000 Penalty: 5972.875488
	Iteration 9F: 3 clusters Score -2.181208e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114325 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -21814780.000000 Penalty: 5972.875488
	Iteration 10Q: 3 clusters Score -2.181478e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -21816178.000000 Penalty: 5972.875488
	Iteration 11Q: 3 clusters Score -2.181618e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -21817426.000000 Penalty: 5972.875488
	Iteration 12Q: 3 clusters Score -2.181743e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -21818272.000000 Penalty: 5972.875488
	Iteration 13Q: 3 clusters Score -2.181827e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121630 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -21818972.000000 Penalty: 5972.875488
	Iteration 14Q: 3 clusters Score -2.181897e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -21819422.000000 Penalty: 5972.875488
	Iteration 15Q: 3 clusters Score -2.181942e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -21819862.000000 Penalty: 5972.875488
	Iteration 16Q: 3 clusters Score -2.181986e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -21820174.000000 Penalty: 5972.875488
	Iteration 17Q: 3 clusters Score -2.182017e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -21820414.000000 Penalty: 5972.875488
	Iteration 18Q: 3 clusters Score -2.182041e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -21820688.000000 Penalty: 5972.875488
	Iteration 19Q: 3 clusters Score -2.182069e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -21821070.000000 Penalty: 5972.875488
	Iteration 20F: 3 clusters Score -2.182107e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129636 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -21821204.000000 Penalty: 5972.875488
	Iteration 21Q: 3 clusters Score -2.18212e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -21821410.000000 Penalty: 5972.875488
	Iteration 22Q: 3 clusters Score -2.182141e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -21821536.000000 Penalty: 5972.875488
	Iteration 23Q: 3 clusters Score -2.182154e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132536 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -21821626.000000 Penalty: 5972.875488
	Iteration 24Q: 3 clusters Score -2.182163e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -21821766.000000 Penalty: 5972.875488
	Iteration 25Q: 3 clusters Score -2.182177e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134358 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -21821982.000000 Penalty: 5972.875488
	Iteration 26Q: 3 clusters Score -2.182198e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -21822148.000000 Penalty: 5972.875488
	Iteration 27Q: 3 clusters Score -2.182215e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -21822462.000000 Penalty: 5972.875488
	Iteration 28Q: 3 clusters Score -2.182246e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -21822662.000000 Penalty: 5972.875488
	Iteration 29Q: 3 clusters Score -2.182266e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -21822876.000000 Penalty: 5972.875488
	Iteration 30Q: 3 clusters Score -2.182288e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -21823096.000000 Penalty: 5972.875488
	Iteration 31Q: 3 clusters Score -2.18231e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -21823330.000000 Penalty: 5972.875488
	Iteration 32Q: 3 clusters Score -2.182333e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -21823488.000000 Penalty: 5972.875488
	Iteration 33Q: 3 clusters Score -2.182349e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -21823608.000000 Penalty: 5972.875488
	Iteration 34Q: 3 clusters Score -2.182361e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -21823798.000000 Penalty: 5972.875488
	Iteration 35Q: 3 clusters Score -2.18238e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143970 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -21823938.000000 Penalty: 5972.875488
	Iteration 36Q: 3 clusters Score -2.182394e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144798 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -21824114.000000 Penalty: 5972.875488
	Iteration 37Q: 3 clusters Score -2.182411e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145628 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -21824246.000000 Penalty: 5972.875488
	Iteration 38Q: 3 clusters Score -2.182425e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -21824442.000000 Penalty: 5972.875488
	Iteration 39Q: 3 clusters Score -2.182444e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -21824654.000000 Penalty: 5972.875488
	Iteration 40F: 3 clusters Score -2.182465e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -21824868.000000 Penalty: 5972.875488
	Iteration 41Q: 3 clusters Score -2.182487e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148753 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -21825008.000000 Penalty: 5972.875488
	Iteration 42Q: 3 clusters Score -2.182501e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -21825248.000000 Penalty: 5972.875488
	Iteration 43Q: 3 clusters Score -2.182525e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -21825352.000000 Penalty: 5972.875488
	Iteration 44Q: 3 clusters Score -2.182535e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -21825516.000000 Penalty: 5972.875488
	Iteration 45Q: 3 clusters Score -2.182552e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -21825682.000000 Penalty: 5972.875488
	Iteration 46Q: 3 clusters Score -2.182568e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -21825890.000000 Penalty: 5972.875488
	Iteration 47Q: 3 clusters Score -2.182589e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153319 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -21826006.000000 Penalty: 5972.875488
	Iteration 48Q: 3 clusters Score -2.182601e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -21826238.000000 Penalty: 5972.875488
	Iteration 49Q: 3 clusters Score -2.182624e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -21826338.000000 Penalty: 5972.875488
	Iteration 50Q: 3 clusters Score -2.182634e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -21826422.000000 Penalty: 5972.875488
	Iteration 51Q: 3 clusters Score -2.182642e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -21826534.000000 Penalty: 5972.875488
	Iteration 52Q: 3 clusters Score -2.182653e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -21826548.000000 Penalty: 5972.875488
	Iteration 53Q: 3 clusters Score -2.182655e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -21826654.000000 Penalty: 5972.875488
	Iteration 54Q: 3 clusters Score -2.182665e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -21826582.000000 Penalty: 5972.875488
	Iteration 55Q: 3 clusters Score -2.182658e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -21826546.000000 Penalty: 5972.875488
	Iteration 56Q: 3 clusters Score -2.182655e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -21826570.000000 Penalty: 5972.875488
	Iteration 57Q: 3 clusters Score -2.182657e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161345 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -21826598.000000 Penalty: 5972.875488
	Iteration 58Q: 3 clusters Score -2.18266e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161924 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -21826582.000000 Penalty: 5972.875488
	Iteration 59Q: 3 clusters Score -2.182658e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162435 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -21826554.000000 Penalty: 5972.875488
	Iteration 60F: 3 clusters Score -2.182655e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -21826550.000000 Penalty: 5972.875488
	Iteration 61Q: 3 clusters Score -2.182655e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -21826494.000000 Penalty: 5972.875488
	Iteration 62Q: 3 clusters Score -2.182649e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -21826462.000000 Penalty: 5972.875488
	Iteration 63Q: 3 clusters Score -2.182646e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -21826454.000000 Penalty: 5972.875488
	Iteration 64Q: 3 clusters Score -2.182645e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21826486.000000 Penalty: 5972.875488
	Iteration 65Q: 3 clusters Score -2.182649e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -21826422.000000 Penalty: 5972.875488
	Iteration 66Q: 3 clusters Score -2.182642e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -21826380.000000 Penalty: 5972.875488
	Iteration 67Q: 3 clusters Score -2.182638e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21826404.000000 Penalty: 5972.875488
	Iteration 68Q: 3 clusters Score -2.18264e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165316 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -21826406.000000 Penalty: 5972.875488
	Iteration 69Q: 3 clusters Score -2.182641e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -21826358.000000 Penalty: 5972.875488
	Iteration 70Q: 3 clusters Score -2.182636e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21826288.000000 Penalty: 5972.875488
	Iteration 71Q: 3 clusters Score -2.182629e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -21826242.000000 Penalty: 5972.875488
	Iteration 72Q: 3 clusters Score -2.182624e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21826258.000000 Penalty: 5972.875488
	Iteration 73Q: 3 clusters Score -2.182626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -21826210.000000 Penalty: 5972.875488
	Iteration 74Q: 3 clusters Score -2.182621e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165959 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -21826202.000000 Penalty: 5972.875488
	Iteration 75Q: 3 clusters Score -2.18262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -21826158.000000 Penalty: 5972.875488
	Iteration 76Q: 3 clusters Score -2.182616e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166093 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -21826154.000000 Penalty: 5972.875488
	Iteration 77Q: 3 clusters Score -2.182615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21826132.000000 Penalty: 5972.875488
	Iteration 78Q: 3 clusters Score -2.182613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21826118.000000 Penalty: 5972.875488
	Iteration 79Q: 3 clusters Score -2.182612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21826116.000000 Penalty: 5972.875488
	Iteration 80F: 3 clusters Score -2.182612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21826114.000000 Penalty: 5972.875488
	Iteration 81Q: 3 clusters Score -2.182611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21826114.000000 Penalty: 5972.875488
	Iteration 82Q: 3 clusters Score -2.182611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166294 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21826106.000000 Penalty: 5972.875488
	Iteration 83Q: 3 clusters Score -2.182611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -21826108.000000 Penalty: 5972.875488
	Iteration 84Q: 3 clusters Score -2.182611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -21826080.000000 Penalty: 5972.875488
	Iteration 85Q: 3 clusters Score -2.182608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21826082.000000 Penalty: 5972.875488
	Iteration 86Q: 3 clusters Score -2.182608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21826092.000000 Penalty: 5972.875488
	Iteration 87Q: 3 clusters Score -2.182609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -21826094.000000 Penalty: 5972.875488
	Iteration 88Q: 3 clusters Score -2.182609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21826112.000000 Penalty: 5972.875488
	Iteration 89Q: 3 clusters Score -2.182611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21826104.000000 Penalty: 5972.875488
	Iteration 90Q: 3 clusters Score -2.18261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166440 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21826090.000000 Penalty: 5972.875488
	Iteration 91Q: 3 clusters Score -2.182609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21826060.000000 Penalty: 5972.875488
	Iteration 92Q: 3 clusters Score -2.182606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -21826056.000000 Penalty: 5972.875488
	Iteration 93Q: 3 clusters Score -2.182606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -21826062.000000 Penalty: 5972.875488
	Iteration 94Q: 3 clusters Score -2.182606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166485 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21826072.000000 Penalty: 5972.875488
	Iteration 95Q: 3 clusters Score -2.182607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21826082.000000 Penalty: 5972.875488
	Iteration 96Q: 3 clusters Score -2.182608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -21826082.000000 Penalty: 5972.875488
	Iteration 97Q: 3 clusters Score -2.182608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166521 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -21826066.000000 Penalty: 5972.875488
	Iteration 98Q: 3 clusters Score -2.182607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21826070.000000 Penalty: 5972.875488
	Iteration 99Q: 3 clusters Score -2.182607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21826062.000000 Penalty: 5972.875488
	Iteration 100F: 3 clusters Score -2.182606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -21826064.000000 Penalty: 5972.875488
	Iteration 101Q: 3 clusters Score -2.182606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -21826062.000000 Penalty: 5972.875488
	Iteration 102Q: 3 clusters Score -2.182606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -21826048.000000 Penalty: 5972.875488
	Iteration 103Q: 3 clusters Score -2.182605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -21826072.000000 Penalty: 5972.875488
	Iteration 104Q: 3 clusters Score -2.182607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21826068.000000 Penalty: 5972.875488
	Iteration 105Q: 3 clusters Score -2.182607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21826058.000000 Penalty: 5972.875488
	Iteration 106Q: 3 clusters Score -2.182606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21826056.000000 Penalty: 5972.875488
	Iteration 107Q: 3 clusters Score -2.182606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21826062.000000 Penalty: 5972.875488
	Iteration 108Q: 3 clusters Score -2.182606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -21826070.000000 Penalty: 5972.875488
	Iteration 109Q: 3 clusters Score -2.182607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -21826074.000000 Penalty: 5972.875488
	Iteration 110Q: 3 clusters Score -2.182607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21826084.000000 Penalty: 5972.875488
	Iteration 111Q: 3 clusters Score -2.182608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21826068.000000 Penalty: 5972.875488
	Iteration 112Q: 3 clusters Score -2.182607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21826076.000000 Penalty: 5972.875488
	Iteration 113Q: 3 clusters Score -2.182608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21826078.000000 Penalty: 5972.875488
	Iteration 114Q: 3 clusters Score -2.182608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -21826070.000000 Penalty: 5972.875488
	Iteration 115Q: 3 clusters Score -2.182607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -21826070.000000 Penalty: 5972.875488
	Iteration 116F: 3 clusters Score -2.182607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 166561 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166385648.000000 Penalty: 73383.539062
Splitting cluster 15 changes total score from -166385200.000000 to -166385648.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (45748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Entering Unmasked Estep 
Score: -5931837.500000 Penalty: 2661.264160
	Iteration 0F: 2 clusters Score -5931838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5900884.000000 Penalty: 5322.528320
	Iteration 0F: 3 clusters Score -5900884 nChanged 21009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5912488.500000 Penalty: 5322.528320
	Iteration 1F: 3 clusters Score -5912488 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5913057.000000 Penalty: 5322.528320
	Iteration 2Q: 3 clusters Score -5913057 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5913667.500000 Penalty: 5322.528320
	Iteration 3Q: 3 clusters Score -5913668 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5914435.000000 Penalty: 5322.528320
	Iteration 4Q: 3 clusters Score -5914435 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5915423.500000 Penalty: 5322.528320
	Iteration 5Q: 3 clusters Score -5915424 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5916740.000000 Penalty: 5322.528320
	Iteration 6F: 3 clusters Score -5916740 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5918637.000000 Penalty: 5322.528320
	Iteration 7F: 3 clusters Score -5918637 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5920914.000000 Penalty: 5322.528320
	Iteration 8F: 3 clusters Score -5920914 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -5923393.500000 Penalty: 5322.528320
	Iteration 9F: 3 clusters Score -5923394 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5925693.000000 Penalty: 5322.528320
	Iteration 10F: 3 clusters Score -5925693 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5927432.000000 Penalty: 5322.528320
	Iteration 11Q: 3 clusters Score -5927432 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5928456.000000 Penalty: 5322.528320
	Iteration 12Q: 3 clusters Score -5928456 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5928965.000000 Penalty: 5322.528320
	Iteration 13Q: 3 clusters Score -5928965 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5929221.000000 Penalty: 5322.528320
	Iteration 14Q: 3 clusters Score -5929221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5929339.000000 Penalty: 5322.528320
	Iteration 15Q: 3 clusters Score -5929339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5929400.000000 Penalty: 5322.528320
	Iteration 16Q: 3 clusters Score -5929400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5929431.000000 Penalty: 5322.528320
	Iteration 17Q: 3 clusters Score -5929431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5929467.000000 Penalty: 5322.528320
	Iteration 18Q: 3 clusters Score -5929467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5929480.000000 Penalty: 5322.528320
	Iteration 19Q: 3 clusters Score -5929480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5929492.000000 Penalty: 5322.528320
	Iteration 20F: 3 clusters Score -5929492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5929496.500000 Penalty: 5322.528320
	Iteration 21Q: 3 clusters Score -5929496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5929505.000000 Penalty: 5322.528320
	Iteration 22Q: 3 clusters Score -5929505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5929520.000000 Penalty: 5322.528320
	Iteration 23Q: 3 clusters Score -5929520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5929526.000000 Penalty: 5322.528320
	Iteration 24Q: 3 clusters Score -5929526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5929532.000000 Penalty: 5322.528320
	Iteration 25Q: 3 clusters Score -5929532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5929531.500000 Penalty: 5322.528320
	Iteration 26Q: 3 clusters Score -5929532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5929531.500000 Penalty: 5322.528320
	Iteration 27F: 3 clusters Score -5929532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85901.726562 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -85901.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84208.515625 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -84208.52 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: -84494.320312 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -84494.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84605.070312 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -84605.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84708.101562 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -84708.1 nChanged 25
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: -84767.117188 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -84767.12 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: -84822.250000 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -84822.25 nChanged 26
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: -84886.125000 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -84886.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84978.312500 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -84978.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85104.773438 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -85104.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85333.742188 Penalty: 3304.913818
	Iteration 9F: 3 clusters Score -85333.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85509.515625 Penalty: 3304.913818
	Iteration 10F: 3 clusters Score -85509.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85743.804688 Penalty: 3304.913818
	Iteration 11F: 3 clusters Score -85743.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85978.609375 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -85978.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86294.320312 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -86294.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86401.382812 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -86401.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86459.257812 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -86459.26 nChanged 16
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: -86513.710938 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -86513.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86578.898438 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -86578.9 nChanged 18
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: -86701.953125 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -86701.95 nChanged 15
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: -86872.742188 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -86872.74 nChanged 2
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: -86898.593750 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -86898.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 166561 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166384528.000000 Penalty: 76877.992188
Splitting cluster 17 changes total score from -166385200.000000 to -166384528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (103772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Entering Unmasked Estep 
Score: -13553281.000000 Penalty: 2864.387939
	Iteration 0F: 2 clusters Score -1.355328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -13483691.000000 Penalty: 5728.775879
	Iteration 0F: 3 clusters Score -1.348369e+07 nChanged 49185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -13511931.000000 Penalty: 5728.775879
	Iteration 1F: 3 clusters Score -1.351193e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -13513486.000000 Penalty: 5728.775879
	Iteration 2Q: 3 clusters Score -1.351349e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -13515729.000000 Penalty: 5728.775879
	Iteration 3Q: 3 clusters Score -1.351573e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -13519956.000000 Penalty: 5728.775879
	Iteration 4F: 3 clusters Score -1.351996e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -13527377.000000 Penalty: 5728.775879
	Iteration 5F: 3 clusters Score -1.352738e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -13537160.000000 Penalty: 5728.775879
	Iteration 6F: 3 clusters Score -1.353716e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -13545495.000000 Penalty: 5728.775879
	Iteration 7F: 3 clusters Score -1.35455e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13549165.000000 Penalty: 5728.775879
	Iteration 8Q: 3 clusters Score -1.354916e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13550222.000000 Penalty: 5728.775879
	Iteration 9Q: 3 clusters Score -1.355022e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13550490.000000 Penalty: 5728.775879
	Iteration 10Q: 3 clusters Score -1.355049e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13550600.000000 Penalty: 5728.775879
	Iteration 11Q: 3 clusters Score -1.35506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13550632.000000 Penalty: 5728.775879
	Iteration 12Q: 3 clusters Score -1.355063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13550671.000000 Penalty: 5728.775879
	Iteration 13Q: 3 clusters Score -1.355067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13550686.000000 Penalty: 5728.775879
	Iteration 14Q: 3 clusters Score -1.355069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13550694.000000 Penalty: 5728.775879
	Iteration 15Q: 3 clusters Score -1.355069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13550693.000000 Penalty: 5728.775879
	Iteration 16Q: 3 clusters Score -1.355069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13550700.000000 Penalty: 5728.775879
	Iteration 17Q: 3 clusters Score -1.35507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13550709.000000 Penalty: 5728.775879
	Iteration 18Q: 3 clusters Score -1.355071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13550706.000000 Penalty: 5728.775879
	Iteration 19Q: 3 clusters Score -1.355071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13550706.000000 Penalty: 5728.775879
	Iteration 20F: 3 clusters Score -1.355071e+07 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63728.425781 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63728.43 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64153.949219 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64153.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64407.421875 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64407.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64611.281250 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64611.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64899.636719 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -64899.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65207.933594 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -65207.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65492.425781 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65492.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65556.914062 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65556.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65564.726562 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65564.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65564.726562 Penalty: 3206.435791
	Iteration 9F: 3 clusters Score -65564.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 166561 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 23 contains 231 members 
Entering Unmasked Estep 
Score: -166384160.000000 Penalty: 76877.992188
Splitting cluster 23 changes total score from -166385200.000000 to -166384160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35257 members 
Mstep: Class 3 contains 31744 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 181241 members 
Mstep: Class 8 contains 210470 members 
Mstep: Class 9 contains 175503 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 218730 members 
Mstep: Class 12 contains 68876 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 166561 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166387312.000000 Penalty: 73383.539062
Iteration 79Q: 22 clusters Score -1.663873e+08 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34879 members 
Mstep: Class 3 contains 31353 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 180392 members 
Mstep: Class 8 contains 209971 members 
Mstep: Class 9 contains 175186 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 216180 members 
Mstep: Class 12 contains 69499 members 
Mstep: Class 13 contains 54570 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 166727 members 
Mstep: Class 16 contains 45506 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 107986 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390192.000000 Penalty: 73383.539062
Iteration 80F: 22 clusters Score -1.663902e+08 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34495 members 
Mstep: Class 3 contains 30925 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 179093 members 
Mstep: Class 8 contains 209265 members 
Mstep: Class 9 contains 174561 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 213457 members 
Mstep: Class 12 contains 69532 members 
Mstep: Class 13 contains 54369 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 166277 members 
Mstep: Class 16 contains 45273 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 114144 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392992.000000 Penalty: 73383.539062
Iteration 81Q: 22 clusters Score -1.66393e+08 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34108 members 
Mstep: Class 3 contains 30443 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 177771 members 
Mstep: Class 8 contains 208690 members 
Mstep: Class 9 contains 173932 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 210503 members 
Mstep: Class 12 contains 69689 members 
Mstep: Class 13 contains 54189 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 165819 members 
Mstep: Class 16 contains 45072 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 120456 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395376.000000 Penalty: 73383.539062
Iteration 82Q: 22 clusters Score -1.663954e+08 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33752 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 176492 members 
Mstep: Class 8 contains 208160 members 
Mstep: Class 9 contains 173196 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 207604 members 
Mstep: Class 12 contains 69846 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 165322 members 
Mstep: Class 16 contains 44840 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 126901 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397680.000000 Penalty: 73383.539062
Iteration 83Q: 22 clusters Score -1.663977e+08 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33386 members 
Mstep: Class 3 contains 29460 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 175319 members 
Mstep: Class 8 contains 207788 members 
Mstep: Class 9 contains 172456 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 204763 members 
Mstep: Class 12 contains 70019 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 5558 members 
Mstep: Class 15 contains 164728 members 
Mstep: Class 16 contains 44602 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 133304 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399600.000000 Penalty: 73383.539062
Iteration 84Q: 22 clusters Score -1.663996e+08 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33014 members 
Mstep: Class 3 contains 28894 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 174176 members 
Mstep: Class 8 contains 207471 members 
Mstep: Class 9 contains 171781 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 202013 members 
Mstep: Class 12 contains 70178 members 
Mstep: Class 13 contains 53330 members 
Mstep: Class 14 contains 5912 members 
Mstep: Class 15 contains 164040 members 
Mstep: Class 16 contains 44339 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 139791 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401200.000000 Penalty: 73383.539062
Iteration 85Q: 22 clusters Score -1.664012e+08 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32655 members 
Mstep: Class 3 contains 28299 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 172946 members 
Mstep: Class 8 contains 207187 members 
Mstep: Class 9 contains 171037 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 199515 members 
Mstep: Class 12 contains 70340 members 
Mstep: Class 13 contains 52944 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 163272 members 
Mstep: Class 16 contains 44078 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 146321 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402256.000000 Penalty: 73383.539062
Iteration 86Q: 22 clusters Score -1.664023e+08 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32331 members 
Mstep: Class 3 contains 27771 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 171770 members 
Mstep: Class 8 contains 206842 members 
Mstep: Class 9 contains 170225 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 197079 members 
Mstep: Class 12 contains 70498 members 
Mstep: Class 13 contains 52545 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 162423 members 
Mstep: Class 16 contains 43848 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 152903 members 
Mstep: Class 19 contains 7119 members 
Mstep: Class 20 contains 3572 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403216.000000 Penalty: 73383.539062
Iteration 87Q: 22 clusters Score -1.664032e+08 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31930 members 
Mstep: Class 3 contains 27269 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 170760 members 
Mstep: Class 8 contains 206502 members 
Mstep: Class 9 contains 169246 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 194682 members 
Mstep: Class 12 contains 70679 members 
Mstep: Class 13 contains 52123 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 161589 members 
Mstep: Class 16 contains 43640 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 159508 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404960.000000 Penalty: 73383.539062
Iteration 88Q: 22 clusters Score -1.66405e+08 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31504 members 
Mstep: Class 3 contains 26803 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 170294 members 
Mstep: Class 8 contains 206244 members 
Mstep: Class 9 contains 167969 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 192215 members 
Mstep: Class 12 contains 70858 members 
Mstep: Class 13 contains 51692 members 
Mstep: Class 14 contains 6899 members 
Mstep: Class 15 contains 160548 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 166129 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 3696 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406608.000000 Penalty: 73383.539062
Iteration 89Q: 22 clusters Score -1.664066e+08 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31099 members 
Mstep: Class 3 contains 26353 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 170417 members 
Mstep: Class 8 contains 205949 members 
Mstep: Class 9 contains 166132 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189616 members 
Mstep: Class 12 contains 71088 members 
Mstep: Class 13 contains 51245 members 
Mstep: Class 14 contains 7065 members 
Mstep: Class 15 contains 159444 members 
Mstep: Class 16 contains 43162 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 172904 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407104.000000 Penalty: 73383.539062
Iteration 90Q: 22 clusters Score -1.664071e+08 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30692 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 171159 members 
Mstep: Class 8 contains 205602 members 
Mstep: Class 9 contains 164027 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186845 members 
Mstep: Class 12 contains 71284 members 
Mstep: Class 13 contains 50728 members 
Mstep: Class 14 contains 7228 members 
Mstep: Class 15 contains 158483 members 
Mstep: Class 16 contains 42900 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 179513 members 
Mstep: Class 19 contains 7240 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Score: -166408288.000000 Penalty: 73383.539062
Iteration 91Q: 22 clusters Score -1.664083e+08 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30260 members 
Mstep: Class 3 contains 25494 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 172323 members 
Mstep: Class 8 contains 205299 members 
Mstep: Class 9 contains 161858 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184034 members 
Mstep: Class 12 contains 71412 members 
Mstep: Class 13 contains 50173 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 157792 members 
Mstep: Class 16 contains 42661 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185559 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 3972 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 92Q: 22 clusters Score -1.664085e+08 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29843 members 
Mstep: Class 3 contains 25079 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 173481 members 
Mstep: Class 8 contains 205158 members 
Mstep: Class 9 contains 160061 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 181586 members 
Mstep: Class 12 contains 71555 members 
Mstep: Class 13 contains 49710 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 157375 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 190303 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 93Q: 22 clusters Score -1.664083e+08 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29425 members 
Mstep: Class 3 contains 24705 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 174750 members 
Mstep: Class 8 contains 205194 members 
Mstep: Class 9 contains 158582 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 179626 members 
Mstep: Class 12 contains 71673 members 
Mstep: Class 13 contains 49273 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 157194 members 
Mstep: Class 16 contains 42252 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 193597 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 94Q: 22 clusters Score -1.664072e+08 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29028 members 
Mstep: Class 3 contains 24393 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 175888 members 
Mstep: Class 8 contains 205483 members 
Mstep: Class 9 contains 157466 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 178239 members 
Mstep: Class 12 contains 71754 members 
Mstep: Class 13 contains 48928 members 
Mstep: Class 14 contains 7785 members 
Mstep: Class 15 contains 157196 members 
Mstep: Class 16 contains 42080 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 195524 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 4375 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -1.66405e+08 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28689 members 
Mstep: Class 3 contains 24123 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 176793 members 
Mstep: Class 8 contains 205892 members 
Mstep: Class 9 contains 156902 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 177458 members 
Mstep: Class 12 contains 71811 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 157482 members 
Mstep: Class 16 contains 41887 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 195998 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 96Q: 22 clusters Score -1.664043e+08 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28421 members 
Mstep: Class 3 contains 23861 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 177550 members 
Mstep: Class 8 contains 206371 members 
Mstep: Class 9 contains 156896 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 177204 members 
Mstep: Class 12 contains 71905 members 
Mstep: Class 13 contains 48484 members 
Mstep: Class 14 contains 8021 members 
Mstep: Class 15 contains 157873 members 
Mstep: Class 16 contains 41702 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 195164 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.664031e+08 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28223 members 
Mstep: Class 3 contains 23656 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 178078 members 
Mstep: Class 8 contains 206781 members 
Mstep: Class 9 contains 157320 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 177381 members 
Mstep: Class 12 contains 71977 members 
Mstep: Class 13 contains 48360 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 158246 members 
Mstep: Class 16 contains 41487 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 193697 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 4707 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.664034e+08 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28046 members 
Mstep: Class 3 contains 23483 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 178438 members 
Mstep: Class 8 contains 207158 members 
Mstep: Class 9 contains 158033 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 177770 members 
Mstep: Class 12 contains 72073 members 
Mstep: Class 13 contains 48275 members 
Mstep: Class 14 contains 8269 members 
Mstep: Class 15 contains 158466 members 
Mstep: Class 16 contains 41283 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 191933 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.664037e+08 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27861 members 
Mstep: Class 3 contains 23314 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 178534 members 
Mstep: Class 8 contains 207569 members 
Mstep: Class 9 contains 158911 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 178268 members 
Mstep: Class 12 contains 72130 members 
Mstep: Class 13 contains 48210 members 
Mstep: Class 14 contains 8393 members 
Mstep: Class 15 contains 158658 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 190176 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 4919 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405296.000000 Penalty: 73383.539062
Iteration 100F: 22 clusters Score -1.664053e+08 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27684 members 
Mstep: Class 3 contains 23111 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 178447 members 
Mstep: Class 8 contains 207765 members 
Mstep: Class 9 contains 158613 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 178222 members 
Mstep: Class 12 contains 72177 members 
Mstep: Class 13 contains 48082 members 
Mstep: Class 14 contains 8496 members 
Mstep: Class 15 contains 158035 members 
Mstep: Class 16 contains 40895 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 191493 members 
Mstep: Class 19 contains 7375 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.664045e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27485 members 
Mstep: Class 3 contains 22957 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 178017 members 
Mstep: Class 8 contains 207977 members 
Mstep: Class 9 contains 158633 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 178384 members 
Mstep: Class 12 contains 72302 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 157561 members 
Mstep: Class 16 contains 40730 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 192249 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.664037e+08 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27303 members 
Mstep: Class 3 contains 22834 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 177264 members 
Mstep: Class 8 contains 208182 members 
Mstep: Class 9 contains 158917 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 178758 members 
Mstep: Class 12 contains 72421 members 
Mstep: Class 13 contains 47927 members 
Mstep: Class 14 contains 8738 members 
Mstep: Class 15 contains 157341 members 
Mstep: Class 16 contains 40601 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 192513 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 5211 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.664041e+08 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 3 contains 22744 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 176368 members 
Mstep: Class 8 contains 208432 members 
Mstep: Class 9 contains 159444 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 179249 members 
Mstep: Class 12 contains 72553 members 
Mstep: Class 13 contains 47861 members 
Mstep: Class 14 contains 8829 members 
Mstep: Class 15 contains 157178 members 
Mstep: Class 16 contains 40462 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 192449 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 5322 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.664036e+08 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26936 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 175455 members 
Mstep: Class 8 contains 208618 members 
Mstep: Class 9 contains 160144 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 179764 members 
Mstep: Class 12 contains 72658 members 
Mstep: Class 13 contains 47838 members 
Mstep: Class 14 contains 8926 members 
Mstep: Class 15 contains 157046 members 
Mstep: Class 16 contains 40325 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 192210 members 
Mstep: Class 19 contains 7396 members 
Mstep: Class 20 contains 5424 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.664037e+08 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26756 members 
Mstep: Class 3 contains 22588 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 174564 members 
Mstep: Class 8 contains 208853 members 
Mstep: Class 9 contains 160903 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 180418 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 47824 members 
Mstep: Class 14 contains 9016 members 
Mstep: Class 15 contains 156921 members 
Mstep: Class 16 contains 40187 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 191682 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.66404e+08 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26588 members 
Mstep: Class 3 contains 22519 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 173607 members 
Mstep: Class 8 contains 209057 members 
Mstep: Class 9 contains 161765 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 181193 members 
Mstep: Class 12 contains 72766 members 
Mstep: Class 13 contains 47804 members 
Mstep: Class 14 contains 9102 members 
Mstep: Class 15 contains 156746 members 
Mstep: Class 16 contains 40043 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 191109 members 
Mstep: Class 19 contains 7410 members 
Mstep: Class 20 contains 5666 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.664044e+08 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26412 members 
Mstep: Class 3 contains 22439 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 172844 members 
Mstep: Class 8 contains 209200 members 
Mstep: Class 9 contains 162668 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 181974 members 
Mstep: Class 12 contains 72805 members 
Mstep: Class 13 contains 47801 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 156520 members 
Mstep: Class 16 contains 39908 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 190378 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 5821 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Score: -166405024.000000 Penalty: 73383.539062
Iteration 108Q: 22 clusters Score -1.66405e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26253 members 
Mstep: Class 3 contains 22362 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 172196 members 
Mstep: Class 8 contains 209311 members 
Mstep: Class 9 contains 163493 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 182624 members 
Mstep: Class 12 contains 72858 members 
Mstep: Class 13 contains 47797 members 
Mstep: Class 14 contains 9249 members 
Mstep: Class 15 contains 156403 members 
Mstep: Class 16 contains 39771 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 189667 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.664051e+08 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26078 members 
Mstep: Class 3 contains 22299 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 171524 members 
Mstep: Class 8 contains 209390 members 
Mstep: Class 9 contains 164277 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 183279 members 
Mstep: Class 12 contains 72890 members 
Mstep: Class 13 contains 47791 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 15 contains 156354 members 
Mstep: Class 16 contains 39642 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 188985 members 
Mstep: Class 19 contains 7420 members 
Mstep: Class 20 contains 6124 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.664053e+08 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25909 members 
Mstep: Class 3 contains 22270 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 170891 members 
Mstep: Class 8 contains 209455 members 
Mstep: Class 9 contains 165016 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 183879 members 
Mstep: Class 12 contains 72937 members 
Mstep: Class 13 contains 47779 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 156308 members 
Mstep: Class 16 contains 39499 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 188340 members 
Mstep: Class 19 contains 7421 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 111Q: 22 clusters Score -1.664057e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25758 members 
Mstep: Class 3 contains 22260 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 170336 members 
Mstep: Class 8 contains 209460 members 
Mstep: Class 9 contains 165653 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184431 members 
Mstep: Class 12 contains 72988 members 
Mstep: Class 13 contains 47777 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 156229 members 
Mstep: Class 16 contains 39366 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187812 members 
Mstep: Class 19 contains 7424 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 112Q: 22 clusters Score -1.66406e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25602 members 
Mstep: Class 3 contains 22237 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 169753 members 
Mstep: Class 8 contains 209499 members 
Mstep: Class 9 contains 166223 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184947 members 
Mstep: Class 12 contains 73015 members 
Mstep: Class 13 contains 47768 members 
Mstep: Class 14 contains 9456 members 
Mstep: Class 15 contains 156182 members 
Mstep: Class 16 contains 39227 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187380 members 
Mstep: Class 19 contains 7432 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 113Q: 22 clusters Score -1.664062e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25442 members 
Mstep: Class 3 contains 22210 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 169269 members 
Mstep: Class 8 contains 209522 members 
Mstep: Class 9 contains 166662 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185406 members 
Mstep: Class 12 contains 73045 members 
Mstep: Class 13 contains 47737 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 15 contains 156233 members 
Mstep: Class 16 contains 39118 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186991 members 
Mstep: Class 19 contains 7440 members 
Mstep: Class 20 contains 6785 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 114Q: 22 clusters Score -1.664063e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25283 members 
Mstep: Class 3 contains 22185 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 168944 members 
Mstep: Class 8 contains 209520 members 
Mstep: Class 9 contains 166985 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185856 members 
Mstep: Class 12 contains 73061 members 
Mstep: Class 13 contains 47698 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 156265 members 
Mstep: Class 16 contains 39026 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186634 members 
Mstep: Class 19 contains 7447 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 115Q: 22 clusters Score -1.664066e+08 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25142 members 
Mstep: Class 3 contains 22152 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168689 members 
Mstep: Class 8 contains 209474 members 
Mstep: Class 9 contains 167245 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186241 members 
Mstep: Class 12 contains 73083 members 
Mstep: Class 13 contains 47646 members 
Mstep: Class 14 contains 9530 members 
Mstep: Class 15 contains 156335 members 
Mstep: Class 16 contains 38935 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186368 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 116Q: 22 clusters Score -1.66407e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25028 members 
Mstep: Class 3 contains 22116 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 168594 members 
Mstep: Class 8 contains 209412 members 
Mstep: Class 9 contains 167431 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186493 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 47595 members 
Mstep: Class 14 contains 9552 members 
Mstep: Class 15 contains 156403 members 
Mstep: Class 16 contains 38836 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186136 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 117Q: 22 clusters Score -1.664074e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24907 members 
Mstep: Class 3 contains 22066 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 168540 members 
Mstep: Class 8 contains 209370 members 
Mstep: Class 9 contains 167524 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186752 members 
Mstep: Class 12 contains 73161 members 
Mstep: Class 13 contains 47559 members 
Mstep: Class 14 contains 9572 members 
Mstep: Class 15 contains 156471 members 
Mstep: Class 16 contains 38747 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185929 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 7276 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408032.000000 Penalty: 73383.539062
Iteration 118Q: 22 clusters Score -1.66408e+08 nChanged 3342
Entering ConstructFrom: 
Score: -166408032.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -115154.625000 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -115154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113214.296875 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -113214.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113569.968750 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -113570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113705.539062 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -113705.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113774.789062 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -113774.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113807.375000 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -113807.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113823.289062 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -113823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113834.117188 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -113834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113840.007812 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -113840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113846.312500 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -113846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113853.398438 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -113853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113859.898438 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -113859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -113862.914062 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -113862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113865.421875 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -113865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113869.742188 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -113869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113889.695312 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -113889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113889.695312 Penalty: 3408.575439
	Iteration 15F: 3 clusters Score -113889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Entering Unmasked Estep 
Score: -3191994.000000 Penalty: 2509.342529
	Iteration 0F: 2 clusters Score -3191994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3174826.250000 Penalty: 5018.685059
	Iteration 0F: 3 clusters Score -3174826 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3180740.750000 Penalty: 5018.685059
	Iteration 1F: 3 clusters Score -3180741 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3181236.500000 Penalty: 5018.685059
	Iteration 2F: 3 clusters Score -3181236 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3181831.250000 Penalty: 5018.685059
	Iteration 3Q: 3 clusters Score -3181831 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3182518.500000 Penalty: 5018.685059
	Iteration 4Q: 3 clusters Score -3182518 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3183182.250000 Penalty: 5018.685059
	Iteration 5Q: 3 clusters Score -3183182 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3183841.750000 Penalty: 5018.685059
	Iteration 6Q: 3 clusters Score -3183842 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3184533.000000 Penalty: 5018.685059
	Iteration 7Q: 3 clusters Score -3184533 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3185201.750000 Penalty: 5018.685059
	Iteration 8Q: 3 clusters Score -3185202 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3185854.000000 Penalty: 5018.685059
	Iteration 9Q: 3 clusters Score -3185854 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3186484.250000 Penalty: 5018.685059
	Iteration 10Q: 3 clusters Score -3186484 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3186999.000000 Penalty: 5018.685059
	Iteration 11Q: 3 clusters Score -3186999 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3187358.250000 Penalty: 5018.685059
	Iteration 12Q: 3 clusters Score -3187358 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3187605.000000 Penalty: 5018.685059
	Iteration 13Q: 3 clusters Score -3187605 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3187782.750000 Penalty: 5018.685059
	Iteration 14Q: 3 clusters Score -3187783 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3187924.500000 Penalty: 5018.685059
	Iteration 15Q: 3 clusters Score -3187924 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3188042.000000 Penalty: 5018.685059
	Iteration 16Q: 3 clusters Score -3188042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3188150.500000 Penalty: 5018.685059
	Iteration 17Q: 3 clusters Score -3188150 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3188263.250000 Penalty: 5018.685059
	Iteration 18Q: 3 clusters Score -3188263 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3188360.250000 Penalty: 5018.685059
	Iteration 19Q: 3 clusters Score -3188360 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3188468.000000 Penalty: 5018.685059
	Iteration 20F: 3 clusters Score -3188468 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3188619.750000 Penalty: 5018.685059
	Iteration 21Q: 3 clusters Score -3188620 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3188782.250000 Penalty: 5018.685059
	Iteration 22Q: 3 clusters Score -3188782 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3188942.250000 Penalty: 5018.685059
	Iteration 23Q: 3 clusters Score -3188942 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3189119.000000 Penalty: 5018.685059
	Iteration 24Q: 3 clusters Score -3189119 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3189296.250000 Penalty: 5018.685059
	Iteration 25Q: 3 clusters Score -3189296 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3189449.250000 Penalty: 5018.685059
	Iteration 26Q: 3 clusters Score -3189449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3189550.000000 Penalty: 5018.685059
	Iteration 27Q: 3 clusters Score -3189550 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3189654.250000 Penalty: 5018.685059
	Iteration 28Q: 3 clusters Score -3189654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3189752.000000 Penalty: 5018.685059
	Iteration 29Q: 3 clusters Score -3189752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3189825.000000 Penalty: 5018.685059
	Iteration 30Q: 3 clusters Score -3189825 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3189895.750000 Penalty: 5018.685059
	Iteration 31Q: 3 clusters Score -3189896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3189951.250000 Penalty: 5018.685059
	Iteration 32Q: 3 clusters Score -3189951 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3190017.750000 Penalty: 5018.685059
	Iteration 33Q: 3 clusters Score -3190018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3190076.750000 Penalty: 5018.685059
	Iteration 34Q: 3 clusters Score -3190077 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3190125.500000 Penalty: 5018.685059
	Iteration 35Q: 3 clusters Score -3190126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3190168.750000 Penalty: 5018.685059
	Iteration 36Q: 3 clusters Score -3190169 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3190201.500000 Penalty: 5018.685059
	Iteration 37Q: 3 clusters Score -3190202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3190232.500000 Penalty: 5018.685059
	Iteration 38Q: 3 clusters Score -3190232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3190243.500000 Penalty: 5018.685059
	Iteration 39Q: 3 clusters Score -3190244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3190262.000000 Penalty: 5018.685059
	Iteration 40F: 3 clusters Score -3190262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3190283.500000 Penalty: 5018.685059
	Iteration 41Q: 3 clusters Score -3190284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3190302.250000 Penalty: 5018.685059
	Iteration 42Q: 3 clusters Score -3190302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3190320.750000 Penalty: 5018.685059
	Iteration 43Q: 3 clusters Score -3190321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3190324.000000 Penalty: 5018.685059
	Iteration 44Q: 3 clusters Score -3190324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3190339.000000 Penalty: 5018.685059
	Iteration 45Q: 3 clusters Score -3190339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3190367.000000 Penalty: 5018.685059
	Iteration 46Q: 3 clusters Score -3190367 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3190389.250000 Penalty: 5018.685059
	Iteration 47Q: 3 clusters Score -3190389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3190410.750000 Penalty: 5018.685059
	Iteration 48Q: 3 clusters Score -3190411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3190429.500000 Penalty: 5018.685059
	Iteration 49Q: 3 clusters Score -3190430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3190445.000000 Penalty: 5018.685059
	Iteration 50Q: 3 clusters Score -3190445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3190454.250000 Penalty: 5018.685059
	Iteration 51Q: 3 clusters Score -3190454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3190476.250000 Penalty: 5018.685059
	Iteration 52Q: 3 clusters Score -3190476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3190484.750000 Penalty: 5018.685059
	Iteration 53Q: 3 clusters Score -3190485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3190499.500000 Penalty: 5018.685059
	Iteration 54Q: 3 clusters Score -3190500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3190512.750000 Penalty: 5018.685059
	Iteration 55Q: 3 clusters Score -3190513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3190513.750000 Penalty: 5018.685059
	Iteration 56Q: 3 clusters Score -3190514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3190529.000000 Penalty: 5018.685059
	Iteration 57Q: 3 clusters Score -3190529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3190535.750000 Penalty: 5018.685059
	Iteration 58Q: 3 clusters Score -3190536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3190542.000000 Penalty: 5018.685059
	Iteration 59Q: 3 clusters Score -3190542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3190541.000000 Penalty: 5018.685059
	Iteration 60F: 3 clusters Score -3190541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3190549.250000 Penalty: 5018.685059
	Iteration 61Q: 3 clusters Score -3190549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3190562.000000 Penalty: 5018.685059
	Iteration 62Q: 3 clusters Score -3190562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3190564.250000 Penalty: 5018.685059
	Iteration 63Q: 3 clusters Score -3190564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3190569.250000 Penalty: 5018.685059
	Iteration 64Q: 3 clusters Score -3190569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3190572.000000 Penalty: 5018.685059
	Iteration 65Q: 3 clusters Score -3190572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3190575.250000 Penalty: 5018.685059
	Iteration 66Q: 3 clusters Score -3190575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3190582.000000 Penalty: 5018.685059
	Iteration 67Q: 3 clusters Score -3190582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3190573.750000 Penalty: 5018.685059
	Iteration 68Q: 3 clusters Score -3190574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3190578.250000 Penalty: 5018.685059
	Iteration 69Q: 3 clusters Score -3190578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3190579.500000 Penalty: 5018.685059
	Iteration 70Q: 3 clusters Score -3190580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3190583.250000 Penalty: 5018.685059
	Iteration 71Q: 3 clusters Score -3190583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3190577.750000 Penalty: 5018.685059
	Iteration 72Q: 3 clusters Score -3190578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3190584.000000 Penalty: 5018.685059
	Iteration 73Q: 3 clusters Score -3190584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3190584.500000 Penalty: 5018.685059
	Iteration 74Q: 3 clusters Score -3190584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3190580.500000 Penalty: 5018.685059
	Iteration 75Q: 3 clusters Score -3190580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3190585.000000 Penalty: 5018.685059
	Iteration 76Q: 3 clusters Score -3190585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3190587.750000 Penalty: 5018.685059
	Iteration 77Q: 3 clusters Score -3190588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3190583.000000 Penalty: 5018.685059
	Iteration 78Q: 3 clusters Score -3190583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3190588.250000 Penalty: 5018.685059
	Iteration 79Q: 3 clusters Score -3190588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3190584.250000 Penalty: 5018.685059
	Iteration 80F: 3 clusters Score -3190584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Entering Unmasked Estep 
Score: -2867611.750000 Penalty: 2479.938477
	Iteration 0F: 2 clusters Score -2867612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2852065.250000 Penalty: 4959.876953
	Iteration 0F: 3 clusters Score -2852065 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2857264.750000 Penalty: 4959.876953
	Iteration 1F: 3 clusters Score -2857265 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2857597.750000 Penalty: 4959.876953
	Iteration 2Q: 3 clusters Score -2857598 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2857894.750000 Penalty: 4959.876953
	Iteration 3Q: 3 clusters Score -2857895 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2858178.500000 Penalty: 4959.876953
	Iteration 4Q: 3 clusters Score -2858178 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2858474.250000 Penalty: 4959.876953
	Iteration 5Q: 3 clusters Score -2858474 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2858796.750000 Penalty: 4959.876953
	Iteration 6Q: 3 clusters Score -2858797 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2859241.000000 Penalty: 4959.876953
	Iteration 7Q: 3 clusters Score -2859241 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2859775.000000 Penalty: 4959.876953
	Iteration 8Q: 3 clusters Score -2859775 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2860473.000000 Penalty: 4959.876953
	Iteration 9F: 3 clusters Score -2860473 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2861357.000000 Penalty: 4959.876953
	Iteration 10F: 3 clusters Score -2861357 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2862333.750000 Penalty: 4959.876953
	Iteration 11F: 3 clusters Score -2862334 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2863122.250000 Penalty: 4959.876953
	Iteration 12F: 3 clusters Score -2863122 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2863615.250000 Penalty: 4959.876953
	Iteration 13Q: 3 clusters Score -2863615 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2863865.250000 Penalty: 4959.876953
	Iteration 14Q: 3 clusters Score -2863865 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2863989.500000 Penalty: 4959.876953
	Iteration 15Q: 3 clusters Score -2863990 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2864084.250000 Penalty: 4959.876953
	Iteration 16Q: 3 clusters Score -2864084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2864159.000000 Penalty: 4959.876953
	Iteration 17Q: 3 clusters Score -2864159 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2864209.250000 Penalty: 4959.876953
	Iteration 18Q: 3 clusters Score -2864209 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2864268.500000 Penalty: 4959.876953
	Iteration 19Q: 3 clusters Score -2864268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2864346.250000 Penalty: 4959.876953
	Iteration 20F: 3 clusters Score -2864346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2864395.500000 Penalty: 4959.876953
	Iteration 21Q: 3 clusters Score -2864396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2864458.750000 Penalty: 4959.876953
	Iteration 22Q: 3 clusters Score -2864459 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2864526.250000 Penalty: 4959.876953
	Iteration 23Q: 3 clusters Score -2864526 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2864590.250000 Penalty: 4959.876953
	Iteration 24Q: 3 clusters Score -2864590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2864639.250000 Penalty: 4959.876953
	Iteration 25Q: 3 clusters Score -2864639 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2864706.250000 Penalty: 4959.876953
	Iteration 26Q: 3 clusters Score -2864706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2864775.000000 Penalty: 4959.876953
	Iteration 27Q: 3 clusters Score -2864775 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2864854.500000 Penalty: 4959.876953
	Iteration 28Q: 3 clusters Score -2864854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2864920.250000 Penalty: 4959.876953
	Iteration 29Q: 3 clusters Score -2864920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2864996.250000 Penalty: 4959.876953
	Iteration 30Q: 3 clusters Score -2864996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2865053.000000 Penalty: 4959.876953
	Iteration 31Q: 3 clusters Score -2865053 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2865118.250000 Penalty: 4959.876953
	Iteration 32Q: 3 clusters Score -2865118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2865178.250000 Penalty: 4959.876953
	Iteration 33Q: 3 clusters Score -2865178 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2865238.250000 Penalty: 4959.876953
	Iteration 34Q: 3 clusters Score -2865238 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2865280.250000 Penalty: 4959.876953
	Iteration 35Q: 3 clusters Score -2865280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2865316.750000 Penalty: 4959.876953
	Iteration 36Q: 3 clusters Score -2865317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2865342.750000 Penalty: 4959.876953
	Iteration 37Q: 3 clusters Score -2865343 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2865378.500000 Penalty: 4959.876953
	Iteration 38Q: 3 clusters Score -2865378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2865414.000000 Penalty: 4959.876953
	Iteration 39Q: 3 clusters Score -2865414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2865433.250000 Penalty: 4959.876953
	Iteration 40F: 3 clusters Score -2865433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2865456.250000 Penalty: 4959.876953
	Iteration 41Q: 3 clusters Score -2865456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2865479.500000 Penalty: 4959.876953
	Iteration 42Q: 3 clusters Score -2865480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2865508.250000 Penalty: 4959.876953
	Iteration 43Q: 3 clusters Score -2865508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2865528.000000 Penalty: 4959.876953
	Iteration 44Q: 3 clusters Score -2865528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2865544.000000 Penalty: 4959.876953
	Iteration 45Q: 3 clusters Score -2865544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2865553.750000 Penalty: 4959.876953
	Iteration 46Q: 3 clusters Score -2865554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2865573.250000 Penalty: 4959.876953
	Iteration 47Q: 3 clusters Score -2865573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2865582.000000 Penalty: 4959.876953
	Iteration 48Q: 3 clusters Score -2865582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2865592.250000 Penalty: 4959.876953
	Iteration 49Q: 3 clusters Score -2865592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2865598.500000 Penalty: 4959.876953
	Iteration 50Q: 3 clusters Score -2865598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2865604.750000 Penalty: 4959.876953
	Iteration 51Q: 3 clusters Score -2865605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2865604.500000 Penalty: 4959.876953
	Iteration 52Q: 3 clusters Score -2865604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2865616.500000 Penalty: 4959.876953
	Iteration 53Q: 3 clusters Score -2865616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2865606.000000 Penalty: 4959.876953
	Iteration 54Q: 3 clusters Score -2865606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2865611.500000 Penalty: 4959.876953
	Iteration 55Q: 3 clusters Score -2865612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2865621.500000 Penalty: 4959.876953
	Iteration 56Q: 3 clusters Score -2865622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2865628.750000 Penalty: 4959.876953
	Iteration 57Q: 3 clusters Score -2865629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2865639.750000 Penalty: 4959.876953
	Iteration 58Q: 3 clusters Score -2865640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2865649.000000 Penalty: 4959.876953
	Iteration 59Q: 3 clusters Score -2865649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2865653.750000 Penalty: 4959.876953
	Iteration 60F: 3 clusters Score -2865654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2865658.500000 Penalty: 4959.876953
	Iteration 61Q: 3 clusters Score -2865658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2865677.500000 Penalty: 4959.876953
	Iteration 62Q: 3 clusters Score -2865678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2865684.500000 Penalty: 4959.876953
	Iteration 63Q: 3 clusters Score -2865684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2865691.000000 Penalty: 4959.876953
	Iteration 64Q: 3 clusters Score -2865691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2865694.000000 Penalty: 4959.876953
	Iteration 65Q: 3 clusters Score -2865694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2865697.750000 Penalty: 4959.876953
	Iteration 66Q: 3 clusters Score -2865698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2865698.250000 Penalty: 4959.876953
	Iteration 67Q: 3 clusters Score -2865698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2865699.750000 Penalty: 4959.876953
	Iteration 68Q: 3 clusters Score -2865700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2865700.250000 Penalty: 4959.876953
	Iteration 69Q: 3 clusters Score -2865700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2865704.250000 Penalty: 4959.876953
	Iteration 70Q: 3 clusters Score -2865704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2865706.500000 Penalty: 4959.876953
	Iteration 71Q: 3 clusters Score -2865706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2865716.500000 Penalty: 4959.876953
	Iteration 72Q: 3 clusters Score -2865716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2865713.750000 Penalty: 4959.876953
	Iteration 73Q: 3 clusters Score -2865714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2865720.250000 Penalty: 4959.876953
	Iteration 74Q: 3 clusters Score -2865720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2865726.500000 Penalty: 4959.876953
	Iteration 75Q: 3 clusters Score -2865726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2865726.500000 Penalty: 4959.876953
	Iteration 76Q: 3 clusters Score -2865726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2865730.500000 Penalty: 4959.876953
	Iteration 77Q: 3 clusters Score -2865730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2865729.750000 Penalty: 4959.876953
	Iteration 78Q: 3 clusters Score -2865730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2865732.250000 Penalty: 4959.876953
	Iteration 79Q: 3 clusters Score -2865732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2865732.750000 Penalty: 4959.876953
	Iteration 80F: 3 clusters Score -2865733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2865735.000000 Penalty: 4959.876953
	Iteration 81Q: 3 clusters Score -2865735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2865730.500000 Penalty: 4959.876953
	Iteration 82Q: 3 clusters Score -2865730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2865732.250000 Penalty: 4959.876953
	Iteration 83Q: 3 clusters Score -2865732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2865732.500000 Penalty: 4959.876953
	Iteration 84Q: 3 clusters Score -2865732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2865735.750000 Penalty: 4959.876953
	Iteration 85Q: 3 clusters Score -2865736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2865738.500000 Penalty: 4959.876953
	Iteration 86Q: 3 clusters Score -2865738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2865737.500000 Penalty: 4959.876953
	Iteration 87Q: 3 clusters Score -2865738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2865738.250000 Penalty: 4959.876953
	Iteration 88Q: 3 clusters Score -2865738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2865736.000000 Penalty: 4959.876953
	Iteration 89Q: 3 clusters Score -2865736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2865735.000000 Penalty: 4959.876953
	Iteration 90Q: 3 clusters Score -2865735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2865734.750000 Penalty: 4959.876953
	Iteration 91Q: 3 clusters Score -2865735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2865734.750000 Penalty: 4959.876953
	Iteration 92F: 3 clusters Score -2865735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -542969.375000 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -542969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -538910.625000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -538910.6 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -539841.000000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -539841 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -540065.000000 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -540065 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -540205.125000 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -540205.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -540322.125000 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -540322.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -540405.750000 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -540405.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -540481.000000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -540481 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -540528.187500 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -540528.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -540573.812500 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -540573.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -540609.125000 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -540609.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -540639.562500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -540639.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -540669.937500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -540669.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -540699.125000 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -540699.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -540726.937500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -540726.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -540757.750000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -540757.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -540784.750000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -540784.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -540809.562500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -540809.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -540840.875000 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -540840.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -540869.125000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -540869.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -540895.125000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -540895.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -540917.687500 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -540917.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -540941.812500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -540941.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -540974.687500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -540974.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -541002.250000 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -541002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -541025.937500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -541025.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -541041.000000 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -541041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -541053.562500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -541053.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -541066.062500 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -541066.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -541079.250000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -541079.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -541095.812500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -541095.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -541117.187500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -541117.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -541138.812500 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -541138.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -541160.937500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -541160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -541182.187500 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -541182.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -541206.187500 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -541206.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -541230.812500 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -541230.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -541250.750000 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -541250.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -541262.125000 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -541262.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -541269.937500 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -541269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -541277.187500 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -541277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -541290.187500 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -541290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -541303.000000 Penalty: 4151.906250
	Iteration 41Q: 3 clusters Score -541303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -541311.000000 Penalty: 4151.906250
	Iteration 42Q: 3 clusters Score -541311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -541315.562500 Penalty: 4151.906250
	Iteration 43Q: 3 clusters Score -541315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -541318.625000 Penalty: 4151.906250
	Iteration 44Q: 3 clusters Score -541318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -541320.500000 Penalty: 4151.906250
	Iteration 45Q: 3 clusters Score -541320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -541325.125000 Penalty: 4151.906250
	Iteration 46Q: 3 clusters Score -541325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -541331.625000 Penalty: 4151.906250
	Iteration 47Q: 3 clusters Score -541331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -541333.937500 Penalty: 4151.906250
	Iteration 48Q: 3 clusters Score -541333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -541336.187500 Penalty: 4151.906250
	Iteration 49Q: 3 clusters Score -541336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -541341.250000 Penalty: 4151.906250
	Iteration 50Q: 3 clusters Score -541341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -541347.125000 Penalty: 4151.906250
	Iteration 51Q: 3 clusters Score -541347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -541352.437500 Penalty: 4151.906250
	Iteration 52Q: 3 clusters Score -541352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -541357.812500 Penalty: 4151.906250
	Iteration 53Q: 3 clusters Score -541357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -541362.625000 Penalty: 4151.906250
	Iteration 54Q: 3 clusters Score -541362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -541369.625000 Penalty: 4151.906250
	Iteration 55Q: 3 clusters Score -541369.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -541378.062500 Penalty: 4151.906250
	Iteration 56Q: 3 clusters Score -541378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -541384.937500 Penalty: 4151.906250
	Iteration 57Q: 3 clusters Score -541384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -541387.875000 Penalty: 4151.906250
	Iteration 58Q: 3 clusters Score -541387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -541388.187500 Penalty: 4151.906250
	Iteration 59Q: 3 clusters Score -541388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -541388.312500 Penalty: 4151.906250
	Iteration 60F: 3 clusters Score -541388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -541391.125000 Penalty: 4151.906250
	Iteration 61Q: 3 clusters Score -541391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -541393.062500 Penalty: 4151.906250
	Iteration 62Q: 3 clusters Score -541393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -541398.562500 Penalty: 4151.906250
	Iteration 63Q: 3 clusters Score -541398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -541401.875000 Penalty: 4151.906250
	Iteration 64Q: 3 clusters Score -541401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -541402.625000 Penalty: 4151.906250
	Iteration 65Q: 3 clusters Score -541402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -541403.625000 Penalty: 4151.906250
	Iteration 66Q: 3 clusters Score -541403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -541405.375000 Penalty: 4151.906250
	Iteration 67Q: 3 clusters Score -541405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -541406.687500 Penalty: 4151.906250
	Iteration 68Q: 3 clusters Score -541406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -541407.625000 Penalty: 4151.906250
	Iteration 69Q: 3 clusters Score -541407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -541408.875000 Penalty: 4151.906250
	Iteration 70Q: 3 clusters Score -541408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -541410.687500 Penalty: 4151.906250
	Iteration 71Q: 3 clusters Score -541410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -541412.875000 Penalty: 4151.906250
	Iteration 72Q: 3 clusters Score -541412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -541412.875000 Penalty: 4151.906250
	Iteration 73F: 3 clusters Score -541412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51151.886719 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51151.89 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51615.988281 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51615.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51958.980469 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51958.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52101.492188 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -52101.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52232.253906 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -52232.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52332.121094 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52332.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52421.023438 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52421.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52493.898438 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52526.085938 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52526.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52559.371094 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52559.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -52584.976562 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52584.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52593.601562 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -52593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52603.808594 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -52603.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52612.574219 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -52612.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52612.574219 Penalty: 3104.752441
	Iteration 14F: 3 clusters Score -52612.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 131 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168455 members 
Mstep: Class 8 contains 209333 members 
Mstep: Class 9 contains 167573 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186980 members 
Mstep: Class 12 contains 73179 members 
Mstep: Class 13 contains 47526 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 38647 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185769 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166406032.000000 Penalty: 76877.992188
Splitting cluster 5 changes total score from -166408032.000000 to -166406032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -363643.812500 Penalty: 1989.840820
	Iteration 0F: 2 clusters Score -363643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -360398.812500 Penalty: 3979.681641
	Iteration 0F: 3 clusters Score -360398.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -361375.906250 Penalty: 3979.681641
	Iteration 1F: 3 clusters Score -361375.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -361757.281250 Penalty: 3979.681641
	Iteration 2F: 3 clusters Score -361757.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -362079.343750 Penalty: 3979.681641
	Iteration 3F: 3 clusters Score -362079.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -362260.375000 Penalty: 3979.681641
	Iteration 4F: 3 clusters Score -362260.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -362355.062500 Penalty: 3979.681641
	Iteration 5Q: 3 clusters Score -362355.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -362416.937500 Penalty: 3979.681641
	Iteration 6Q: 3 clusters Score -362416.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -362461.343750 Penalty: 3979.681641
	Iteration 7Q: 3 clusters Score -362461.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -362505.718750 Penalty: 3979.681641
	Iteration 8Q: 3 clusters Score -362505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -362532.718750 Penalty: 3979.681641
	Iteration 9Q: 3 clusters Score -362532.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -362552.218750 Penalty: 3979.681641
	Iteration 10Q: 3 clusters Score -362552.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -362566.250000 Penalty: 3979.681641
	Iteration 11Q: 3 clusters Score -362566.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -362583.406250 Penalty: 3979.681641
	Iteration 12Q: 3 clusters Score -362583.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -362596.562500 Penalty: 3979.681641
	Iteration 13Q: 3 clusters Score -362596.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -362609.156250 Penalty: 3979.681641
	Iteration 14Q: 3 clusters Score -362609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -362621.593750 Penalty: 3979.681641
	Iteration 15Q: 3 clusters Score -362621.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -362630.843750 Penalty: 3979.681641
	Iteration 16Q: 3 clusters Score -362630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -362638.875000 Penalty: 3979.681641
	Iteration 17Q: 3 clusters Score -362638.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -362651.312500 Penalty: 3979.681641
	Iteration 18Q: 3 clusters Score -362651.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -362669.500000 Penalty: 3979.681641
	Iteration 19Q: 3 clusters Score -362669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -362682.031250 Penalty: 3979.681641
	Iteration 20F: 3 clusters Score -362682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -362696.375000 Penalty: 3979.681641
	Iteration 21Q: 3 clusters Score -362696.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -362711.281250 Penalty: 3979.681641
	Iteration 22Q: 3 clusters Score -362711.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -362730.906250 Penalty: 3979.681641
	Iteration 23Q: 3 clusters Score -362730.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -362756.187500 Penalty: 3979.681641
	Iteration 24Q: 3 clusters Score -362756.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362792.031250 Penalty: 3979.681641
	Iteration 25Q: 3 clusters Score -362792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -362835.312500 Penalty: 3979.681641
	Iteration 26Q: 3 clusters Score -362835.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362875.812500 Penalty: 3979.681641
	Iteration 27Q: 3 clusters Score -362875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -362913.156250 Penalty: 3979.681641
	Iteration 28Q: 3 clusters Score -362913.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -362954.093750 Penalty: 3979.681641
	Iteration 29Q: 3 clusters Score -362954.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -363001.718750 Penalty: 3979.681641
	Iteration 30Q: 3 clusters Score -363001.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -363057.593750 Penalty: 3979.681641
	Iteration 31Q: 3 clusters Score -363057.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -363103.312500 Penalty: 3979.681641
	Iteration 32Q: 3 clusters Score -363103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -363154.062500 Penalty: 3979.681641
	Iteration 33Q: 3 clusters Score -363154.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -363198.906250 Penalty: 3979.681641
	Iteration 34Q: 3 clusters Score -363198.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -363224.781250 Penalty: 3979.681641
	Iteration 35Q: 3 clusters Score -363224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -363245.375000 Penalty: 3979.681641
	Iteration 36Q: 3 clusters Score -363245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -363261.968750 Penalty: 3979.681641
	Iteration 37Q: 3 clusters Score -363262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -363269.843750 Penalty: 3979.681641
	Iteration 38Q: 3 clusters Score -363269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -363271.656250 Penalty: 3979.681641
	Iteration 39Q: 3 clusters Score -363271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -363274.656250 Penalty: 3979.681641
	Iteration 40F: 3 clusters Score -363274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -363279.906250 Penalty: 3979.681641
	Iteration 41Q: 3 clusters Score -363279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -363281.812500 Penalty: 3979.681641
	Iteration 42Q: 3 clusters Score -363281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -363281.812500 Penalty: 3979.681641
	Iteration 43F: 3 clusters Score -363281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (168455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Entering Unmasked Estep 
Score: -21631746.000000 Penalty: 2984.537109
	Iteration 0F: 2 clusters Score -2.163175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -21520450.000000 Penalty: 5969.074219
	Iteration 0F: 3 clusters Score -2.152045e+07 nChanged 80737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -21567686.000000 Penalty: 5969.074219
	Iteration 1F: 3 clusters Score -2.156769e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -21569646.000000 Penalty: 5969.074219
	Iteration 2Q: 3 clusters Score -2.156965e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -21573058.000000 Penalty: 5969.074219
	Iteration 3Q: 3 clusters Score -2.157306e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -21578454.000000 Penalty: 5969.074219
	Iteration 4Q: 3 clusters Score -2.157845e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -21585824.000000 Penalty: 5969.074219
	Iteration 5F: 3 clusters Score -2.158582e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -21594440.000000 Penalty: 5969.074219
	Iteration 6F: 3 clusters Score -2.159444e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -21602782.000000 Penalty: 5969.074219
	Iteration 7F: 3 clusters Score -2.160278e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -21609780.000000 Penalty: 5969.074219
	Iteration 8F: 3 clusters Score -2.160978e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -21615000.000000 Penalty: 5969.074219
	Iteration 9Q: 3 clusters Score -2.1615e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146839 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -21618562.000000 Penalty: 5969.074219
	Iteration 10Q: 3 clusters Score -2.161856e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -21621422.000000 Penalty: 5969.074219
	Iteration 11Q: 3 clusters Score -2.162142e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -21623406.000000 Penalty: 5969.074219
	Iteration 12Q: 3 clusters Score -2.162341e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -21624948.000000 Penalty: 5969.074219
	Iteration 13Q: 3 clusters Score -2.162495e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -21626176.000000 Penalty: 5969.074219
	Iteration 14Q: 3 clusters Score -2.162618e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -21627188.000000 Penalty: 5969.074219
	Iteration 15Q: 3 clusters Score -2.162719e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -21627738.000000 Penalty: 5969.074219
	Iteration 16Q: 3 clusters Score -2.162774e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -21628206.000000 Penalty: 5969.074219
	Iteration 17Q: 3 clusters Score -2.162821e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21628504.000000 Penalty: 5969.074219
	Iteration 18Q: 3 clusters Score -2.16285e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21628726.000000 Penalty: 5969.074219
	Iteration 19Q: 3 clusters Score -2.162873e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21628824.000000 Penalty: 5969.074219
	Iteration 20F: 3 clusters Score -2.162882e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21628934.000000 Penalty: 5969.074219
	Iteration 21Q: 3 clusters Score -2.162893e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21628994.000000 Penalty: 5969.074219
	Iteration 22Q: 3 clusters Score -2.162899e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21629042.000000 Penalty: 5969.074219
	Iteration 23Q: 3 clusters Score -2.162904e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166760 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21629082.000000 Penalty: 5969.074219
	Iteration 24Q: 3 clusters Score -2.162908e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21629150.000000 Penalty: 5969.074219
	Iteration 25Q: 3 clusters Score -2.162915e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21629176.000000 Penalty: 5969.074219
	Iteration 26Q: 3 clusters Score -2.162918e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21629200.000000 Penalty: 5969.074219
	Iteration 27Q: 3 clusters Score -2.16292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21629202.000000 Penalty: 5969.074219
	Iteration 28Q: 3 clusters Score -2.16292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167080 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21629202.000000 Penalty: 5969.074219
	Iteration 29Q: 3 clusters Score -2.16292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167110 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21629216.000000 Penalty: 5969.074219
	Iteration 30Q: 3 clusters Score -2.162922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21629238.000000 Penalty: 5969.074219
	Iteration 31Q: 3 clusters Score -2.162924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21629244.000000 Penalty: 5969.074219
	Iteration 32Q: 3 clusters Score -2.162924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21629244.000000 Penalty: 5969.074219
	Iteration 33Q: 3 clusters Score -2.162924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21629258.000000 Penalty: 5969.074219
	Iteration 34Q: 3 clusters Score -2.162926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21629254.000000 Penalty: 5969.074219
	Iteration 35Q: 3 clusters Score -2.162925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21629258.000000 Penalty: 5969.074219
	Iteration 36Q: 3 clusters Score -2.162926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21629256.000000 Penalty: 5969.074219
	Iteration 37Q: 3 clusters Score -2.162926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21629274.000000 Penalty: 5969.074219
	Iteration 38Q: 3 clusters Score -2.162927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21629270.000000 Penalty: 5969.074219
	Iteration 39Q: 3 clusters Score -2.162927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21629246.000000 Penalty: 5969.074219
	Iteration 40F: 3 clusters Score -2.162925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21629286.000000 Penalty: 5969.074219
	Iteration 41Q: 3 clusters Score -2.162929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21629278.000000 Penalty: 5969.074219
	Iteration 42Q: 3 clusters Score -2.162928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21629268.000000 Penalty: 5969.074219
	Iteration 43Q: 3 clusters Score -2.162927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21629296.000000 Penalty: 5969.074219
	Iteration 44Q: 3 clusters Score -2.16293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21629296.000000 Penalty: 5969.074219
	Iteration 45Q: 3 clusters Score -2.16293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21629280.000000 Penalty: 5969.074219
	Iteration 46Q: 3 clusters Score -2.162928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167256 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21629298.000000 Penalty: 5969.074219
	Iteration 47Q: 3 clusters Score -2.16293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21629292.000000 Penalty: 5969.074219
	Iteration 48Q: 3 clusters Score -2.162929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21629296.000000 Penalty: 5969.074219
	Iteration 49Q: 3 clusters Score -2.16293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21629296.000000 Penalty: 5969.074219
	Iteration 50F: 3 clusters Score -2.16293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (209333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209333 members 
Entering Unmasked Estep 
Score: -27142804.000000 Penalty: 3038.416992
	Iteration 0F: 2 clusters Score -2.71428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -27037866.000000 Penalty: 6076.833984
	Iteration 0F: 3 clusters Score -2.703787e+07 nChanged 101155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -27097552.000000 Penalty: 6076.833984
	Iteration 1F: 3 clusters Score -2.709755e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -27098342.000000 Penalty: 6076.833984
	Iteration 2Q: 3 clusters Score -2.709834e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -27099544.000000 Penalty: 6076.833984
	Iteration 3Q: 3 clusters Score -2.709954e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -27101614.000000 Penalty: 6076.833984
	Iteration 4Q: 3 clusters Score -2.710161e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 128481 members 
Entering Unmasked Estep 
Score: -27105256.000000 Penalty: 6076.833984
	Iteration 5Q: 3 clusters Score -2.710526e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -27112724.000000 Penalty: 6076.833984
	Iteration 6F: 3 clusters Score -2.711272e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -27124458.000000 Penalty: 6076.833984
	Iteration 7F: 3 clusters Score -2.712446e+07 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -27137290.000000 Penalty: 6076.833984
	Iteration 8F: 3 clusters Score -2.713729e+07 nChanged 16246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -27141154.000000 Penalty: 6076.833984
	Iteration 9F: 3 clusters Score -2.714115e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 200709 members 
Entering Unmasked Estep 
Score: -27141426.000000 Penalty: 6076.833984
	Iteration 10F: 3 clusters Score -2.714143e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 205772 members 
Entering Unmasked Estep 
Score: -27140552.000000 Penalty: 6076.833984
	Iteration 11Q: 3 clusters Score -2.714055e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -27140164.000000 Penalty: 6076.833984
	Iteration 12Q: 3 clusters Score -2.714016e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 208521 members 
Entering Unmasked Estep 
Score: -27140142.000000 Penalty: 6076.833984
	Iteration 13Q: 3 clusters Score -2.714014e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 208782 members 
Entering Unmasked Estep 
Score: -27140270.000000 Penalty: 6076.833984
	Iteration 14Q: 3 clusters Score -2.714027e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 208896 members 
Entering Unmasked Estep 
Score: -27140290.000000 Penalty: 6076.833984
	Iteration 15Q: 3 clusters Score -2.714029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208936 members 
Entering Unmasked Estep 
Score: -27140296.000000 Penalty: 6076.833984
	Iteration 16Q: 3 clusters Score -2.71403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 208960 members 
Entering Unmasked Estep 
Score: -27140336.000000 Penalty: 6076.833984
	Iteration 17Q: 3 clusters Score -2.714034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -27140386.000000 Penalty: 6076.833984
	Iteration 18Q: 3 clusters Score -2.714039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 208979 members 
Entering Unmasked Estep 
Score: -27140358.000000 Penalty: 6076.833984
	Iteration 19Q: 3 clusters Score -2.714036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 208985 members 
Entering Unmasked Estep 
Score: -27140390.000000 Penalty: 6076.833984
	Iteration 20F: 3 clusters Score -2.714039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 208995 members 
Entering Unmasked Estep 
Score: -27140394.000000 Penalty: 6076.833984
	Iteration 21Q: 3 clusters Score -2.714039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 209004 members 
Entering Unmasked Estep 
Score: -27140394.000000 Penalty: 6076.833984
	Iteration 22Q: 3 clusters Score -2.714039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -27140386.000000 Penalty: 6076.833984
	Iteration 23Q: 3 clusters Score -2.714039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209008 members 
Entering Unmasked Estep 
Score: -27140388.000000 Penalty: 6076.833984
	Iteration 24Q: 3 clusters Score -2.714039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -27140412.000000 Penalty: 6076.833984
	Iteration 25Q: 3 clusters Score -2.714041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -27140420.000000 Penalty: 6076.833984
	Iteration 26Q: 3 clusters Score -2.714042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -27140420.000000 Penalty: 6076.833984
	Iteration 27Q: 3 clusters Score -2.714042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209013 members 
Entering Unmasked Estep 
Score: -27140436.000000 Penalty: 6076.833984
	Iteration 28Q: 3 clusters Score -2.714044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -27140420.000000 Penalty: 6076.833984
	Iteration 29Q: 3 clusters Score -2.714042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209013 members 
Entering Unmasked Estep 
Score: -27140428.000000 Penalty: 6076.833984
	Iteration 30Q: 3 clusters Score -2.714043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -27140438.000000 Penalty: 6076.833984
	Iteration 31Q: 3 clusters Score -2.714044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -27140426.000000 Penalty: 6076.833984
	Iteration 32Q: 3 clusters Score -2.714043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -27140440.000000 Penalty: 6076.833984
	Iteration 33Q: 3 clusters Score -2.714044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -27140450.000000 Penalty: 6076.833984
	Iteration 34Q: 3 clusters Score -2.714045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -27140434.000000 Penalty: 6076.833984
	Iteration 35Q: 3 clusters Score -2.714043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -27140434.000000 Penalty: 6076.833984
	Iteration 36F: 3 clusters Score -2.714043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Entering Unmasked Estep 
Score: -21707574.000000 Penalty: 2983.235352
	Iteration 0F: 2 clusters Score -2.170757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -21596864.000000 Penalty: 5966.470703
	Iteration 0F: 3 clusters Score -2.159686e+07 nChanged 80086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -21643092.000000 Penalty: 5966.470703
	Iteration 1F: 3 clusters Score -2.164309e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -21644020.000000 Penalty: 5966.470703
	Iteration 2Q: 3 clusters Score -2.164402e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -21645030.000000 Penalty: 5966.470703
	Iteration 3Q: 3 clusters Score -2.164503e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -21646418.000000 Penalty: 5966.470703
	Iteration 4Q: 3 clusters Score -2.164642e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -21648736.000000 Penalty: 5966.470703
	Iteration 5Q: 3 clusters Score -2.164874e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -21652174.000000 Penalty: 5966.470703
	Iteration 6Q: 3 clusters Score -2.165217e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -21657446.000000 Penalty: 5966.470703
	Iteration 7F: 3 clusters Score -2.165745e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -21665150.000000 Penalty: 5966.470703
	Iteration 8F: 3 clusters Score -2.166515e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -21673848.000000 Penalty: 5966.470703
	Iteration 9F: 3 clusters Score -2.167385e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -21680444.000000 Penalty: 5966.470703
	Iteration 10F: 3 clusters Score -2.168044e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -21683384.000000 Penalty: 5966.470703
	Iteration 11Q: 3 clusters Score -2.168338e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -21684482.000000 Penalty: 5966.470703
	Iteration 12Q: 3 clusters Score -2.168448e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -21684986.000000 Penalty: 5966.470703
	Iteration 13Q: 3 clusters Score -2.168499e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -21685388.000000 Penalty: 5966.470703
	Iteration 14Q: 3 clusters Score -2.168539e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -21685522.000000 Penalty: 5966.470703
	Iteration 15Q: 3 clusters Score -2.168552e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -21685728.000000 Penalty: 5966.470703
	Iteration 16Q: 3 clusters Score -2.168573e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -21685918.000000 Penalty: 5966.470703
	Iteration 17Q: 3 clusters Score -2.168592e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -21686130.000000 Penalty: 5966.470703
	Iteration 18Q: 3 clusters Score -2.168613e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -21686356.000000 Penalty: 5966.470703
	Iteration 19Q: 3 clusters Score -2.168636e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -21686538.000000 Penalty: 5966.470703
	Iteration 20F: 3 clusters Score -2.168654e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -21686674.000000 Penalty: 5966.470703
	Iteration 21Q: 3 clusters Score -2.168667e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -21686924.000000 Penalty: 5966.470703
	Iteration 22Q: 3 clusters Score -2.168692e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -21687130.000000 Penalty: 5966.470703
	Iteration 23Q: 3 clusters Score -2.168713e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -21687232.000000 Penalty: 5966.470703
	Iteration 24Q: 3 clusters Score -2.168723e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -21687322.000000 Penalty: 5966.470703
	Iteration 25Q: 3 clusters Score -2.168732e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -21687434.000000 Penalty: 5966.470703
	Iteration 26Q: 3 clusters Score -2.168743e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -21687492.000000 Penalty: 5966.470703
	Iteration 27Q: 3 clusters Score -2.168749e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -21687570.000000 Penalty: 5966.470703
	Iteration 28Q: 3 clusters Score -2.168757e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -21687668.000000 Penalty: 5966.470703
	Iteration 29Q: 3 clusters Score -2.168767e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -21687922.000000 Penalty: 5966.470703
	Iteration 30Q: 3 clusters Score -2.168792e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -21688080.000000 Penalty: 5966.470703
	Iteration 31Q: 3 clusters Score -2.168808e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -21688304.000000 Penalty: 5966.470703
	Iteration 32Q: 3 clusters Score -2.16883e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -21688534.000000 Penalty: 5966.470703
	Iteration 33Q: 3 clusters Score -2.168853e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -21688698.000000 Penalty: 5966.470703
	Iteration 34Q: 3 clusters Score -2.16887e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -21688984.000000 Penalty: 5966.470703
	Iteration 35Q: 3 clusters Score -2.168898e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -21689206.000000 Penalty: 5966.470703
	Iteration 36Q: 3 clusters Score -2.168921e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -21689412.000000 Penalty: 5966.470703
	Iteration 37Q: 3 clusters Score -2.168941e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -21689762.000000 Penalty: 5966.470703
	Iteration 38Q: 3 clusters Score -2.168976e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -21689974.000000 Penalty: 5966.470703
	Iteration 39Q: 3 clusters Score -2.168997e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -21690258.000000 Penalty: 5966.470703
	Iteration 40F: 3 clusters Score -2.169026e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -21690474.000000 Penalty: 5966.470703
	Iteration 41Q: 3 clusters Score -2.169047e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -21690808.000000 Penalty: 5966.470703
	Iteration 42Q: 3 clusters Score -2.169081e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -21691286.000000 Penalty: 5966.470703
	Iteration 43Q: 3 clusters Score -2.169129e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -21691572.000000 Penalty: 5966.470703
	Iteration 44Q: 3 clusters Score -2.169157e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -21691926.000000 Penalty: 5966.470703
	Iteration 45Q: 3 clusters Score -2.169193e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -21692456.000000 Penalty: 5966.470703
	Iteration 46Q: 3 clusters Score -2.169246e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -21692886.000000 Penalty: 5966.470703
	Iteration 47Q: 3 clusters Score -2.169289e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133161 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -21693294.000000 Penalty: 5966.470703
	Iteration 48Q: 3 clusters Score -2.169329e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -21693762.000000 Penalty: 5966.470703
	Iteration 49Q: 3 clusters Score -2.169376e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -21694328.000000 Penalty: 5966.470703
	Iteration 50Q: 3 clusters Score -2.169433e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -21694890.000000 Penalty: 5966.470703
	Iteration 51Q: 3 clusters Score -2.169489e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141453 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -21695588.000000 Penalty: 5966.470703
	Iteration 52Q: 3 clusters Score -2.169559e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -21696196.000000 Penalty: 5966.470703
	Iteration 53Q: 3 clusters Score -2.16962e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -21696896.000000 Penalty: 5966.470703
	Iteration 54Q: 3 clusters Score -2.16969e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -21697636.000000 Penalty: 5966.470703
	Iteration 55Q: 3 clusters Score -2.169764e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150254 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -21698508.000000 Penalty: 5966.470703
	Iteration 56Q: 3 clusters Score -2.169851e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -21699302.000000 Penalty: 5966.470703
	Iteration 57Q: 3 clusters Score -2.16993e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -21700052.000000 Penalty: 5966.470703
	Iteration 58Q: 3 clusters Score -2.170005e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -21700766.000000 Penalty: 5966.470703
	Iteration 59Q: 3 clusters Score -2.170077e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -21701534.000000 Penalty: 5966.470703
	Iteration 60F: 3 clusters Score -2.170153e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -21702018.000000 Penalty: 5966.470703
	Iteration 61Q: 3 clusters Score -2.170202e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -21702578.000000 Penalty: 5966.470703
	Iteration 62Q: 3 clusters Score -2.170258e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -21703104.000000 Penalty: 5966.470703
	Iteration 63Q: 3 clusters Score -2.17031e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -21703456.000000 Penalty: 5966.470703
	Iteration 64Q: 3 clusters Score -2.170346e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -21703814.000000 Penalty: 5966.470703
	Iteration 65Q: 3 clusters Score -2.170381e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -21704104.000000 Penalty: 5966.470703
	Iteration 66Q: 3 clusters Score -2.17041e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21704312.000000 Penalty: 5966.470703
	Iteration 67Q: 3 clusters Score -2.170431e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21704392.000000 Penalty: 5966.470703
	Iteration 68Q: 3 clusters Score -2.170439e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21704512.000000 Penalty: 5966.470703
	Iteration 69Q: 3 clusters Score -2.170451e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21704624.000000 Penalty: 5966.470703
	Iteration 70Q: 3 clusters Score -2.170462e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21704658.000000 Penalty: 5966.470703
	Iteration 71Q: 3 clusters Score -2.170466e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21704716.000000 Penalty: 5966.470703
	Iteration 72Q: 3 clusters Score -2.170472e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5966.470703
	Iteration 73Q: 3 clusters Score -2.170478e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21704838.000000 Penalty: 5966.470703
	Iteration 74Q: 3 clusters Score -2.170484e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21704916.000000 Penalty: 5966.470703
	Iteration 75Q: 3 clusters Score -2.170492e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166273 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21704950.000000 Penalty: 5966.470703
	Iteration 76Q: 3 clusters Score -2.170495e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166323 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21704982.000000 Penalty: 5966.470703
	Iteration 77Q: 3 clusters Score -2.170498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21705000.000000 Penalty: 5966.470703
	Iteration 78Q: 3 clusters Score -2.1705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21705050.000000 Penalty: 5966.470703
	Iteration 79Q: 3 clusters Score -2.170505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21705080.000000 Penalty: 5966.470703
	Iteration 80F: 3 clusters Score -2.170508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21705098.000000 Penalty: 5966.470703
	Iteration 81Q: 3 clusters Score -2.17051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21705110.000000 Penalty: 5966.470703
	Iteration 82Q: 3 clusters Score -2.170511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166521 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21705108.000000 Penalty: 5966.470703
	Iteration 83Q: 3 clusters Score -2.170511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21705122.000000 Penalty: 5966.470703
	Iteration 84Q: 3 clusters Score -2.170512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166545 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21705112.000000 Penalty: 5966.470703
	Iteration 85Q: 3 clusters Score -2.170511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21705124.000000 Penalty: 5966.470703
	Iteration 86Q: 3 clusters Score -2.170512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21705128.000000 Penalty: 5966.470703
	Iteration 87Q: 3 clusters Score -2.170513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21705124.000000 Penalty: 5966.470703
	Iteration 88Q: 3 clusters Score -2.170512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21705132.000000 Penalty: 5966.470703
	Iteration 89Q: 3 clusters Score -2.170513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21705122.000000 Penalty: 5966.470703
	Iteration 90Q: 3 clusters Score -2.170512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21705138.000000 Penalty: 5966.470703
	Iteration 91Q: 3 clusters Score -2.170514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21705136.000000 Penalty: 5966.470703
	Iteration 92Q: 3 clusters Score -2.170514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21705134.000000 Penalty: 5966.470703
	Iteration 93Q: 3 clusters Score -2.170513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21705156.000000 Penalty: 5966.470703
	Iteration 94Q: 3 clusters Score -2.170516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21705152.000000 Penalty: 5966.470703
	Iteration 95Q: 3 clusters Score -2.170515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21705156.000000 Penalty: 5966.470703
	Iteration 96Q: 3 clusters Score -2.170516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21705146.000000 Penalty: 5966.470703
	Iteration 97Q: 3 clusters Score -2.170515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21705158.000000 Penalty: 5966.470703
	Iteration 98Q: 3 clusters Score -2.170516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21705148.000000 Penalty: 5966.470703
	Iteration 99Q: 3 clusters Score -2.170515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21705164.000000 Penalty: 5966.470703
	Iteration 100F: 3 clusters Score -2.170516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100693.578125 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100693.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101106.125000 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101106.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101317.906250 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101317.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101515.546875 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101515.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101719.101562 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -101719.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102046.140625 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -102046.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102358.023438 Penalty: 3393.970947
	Iteration 6F: 3 clusters Score -102358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102686.304688 Penalty: 3393.970947
	Iteration 7F: 3 clusters Score -102686.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103035.406250 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103035.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -103153.414062 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103236.789062 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103248.234375 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103248.234375 Penalty: 3393.970947
	Iteration 12F: 3 clusters Score -103248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168455 members 
Mstep: Class 8 contains 209333 members 
Mstep: Class 9 contains 167573 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 186980 members 
Mstep: Class 12 contains 73179 members 
Mstep: Class 13 contains 47526 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 38647 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185769 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166406800.000000 Penalty: 76877.992188
Splitting cluster 10 changes total score from -166408032.000000 to -166406800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (186980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Entering Unmasked Estep 
Score: -23978418.000000 Penalty: 3010.411621
	Iteration 0F: 2 clusters Score -2.397842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -23854626.000000 Penalty: 6020.823242
	Iteration 0F: 3 clusters Score -2.385463e+07 nChanged 89814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -23907200.000000 Penalty: 6020.823242
	Iteration 1F: 3 clusters Score -2.39072e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -23908586.000000 Penalty: 6020.823242
	Iteration 2Q: 3 clusters Score -2.390859e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -23910666.000000 Penalty: 6020.823242
	Iteration 3Q: 3 clusters Score -2.391067e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -23914138.000000 Penalty: 6020.823242
	Iteration 4Q: 3 clusters Score -2.391414e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -23920150.000000 Penalty: 6020.823242
	Iteration 5Q: 3 clusters Score -2.392015e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -23928992.000000 Penalty: 6020.823242
	Iteration 6F: 3 clusters Score -2.392899e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -23939406.000000 Penalty: 6020.823242
	Iteration 7F: 3 clusters Score -2.393941e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -23948224.000000 Penalty: 6020.823242
	Iteration 8F: 3 clusters Score -2.394822e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -23953950.000000 Penalty: 6020.823242
	Iteration 9F: 3 clusters Score -2.395395e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -23956742.000000 Penalty: 6020.823242
	Iteration 10Q: 3 clusters Score -2.395674e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146346 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -23958264.000000 Penalty: 6020.823242
	Iteration 11Q: 3 clusters Score -2.395826e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -23959358.000000 Penalty: 6020.823242
	Iteration 12Q: 3 clusters Score -2.395936e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -23960736.000000 Penalty: 6020.823242
	Iteration 13Q: 3 clusters Score -2.396074e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -23961890.000000 Penalty: 6020.823242
	Iteration 14Q: 3 clusters Score -2.396189e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -23963196.000000 Penalty: 6020.823242
	Iteration 15Q: 3 clusters Score -2.39632e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -23964502.000000 Penalty: 6020.823242
	Iteration 16Q: 3 clusters Score -2.39645e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -23965872.000000 Penalty: 6020.823242
	Iteration 17Q: 3 clusters Score -2.396587e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -23967538.000000 Penalty: 6020.823242
	Iteration 18Q: 3 clusters Score -2.396754e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -23968760.000000 Penalty: 6020.823242
	Iteration 19Q: 3 clusters Score -2.396876e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -23970028.000000 Penalty: 6020.823242
	Iteration 20F: 3 clusters Score -2.397003e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -23971172.000000 Penalty: 6020.823242
	Iteration 21Q: 3 clusters Score -2.397117e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -23972056.000000 Penalty: 6020.823242
	Iteration 22Q: 3 clusters Score -2.397206e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -23972974.000000 Penalty: 6020.823242
	Iteration 23Q: 3 clusters Score -2.397297e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180830 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -23973576.000000 Penalty: 6020.823242
	Iteration 24Q: 3 clusters Score -2.397358e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -23974104.000000 Penalty: 6020.823242
	Iteration 25Q: 3 clusters Score -2.39741e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182760 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -23974440.000000 Penalty: 6020.823242
	Iteration 26Q: 3 clusters Score -2.397444e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183363 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -23974764.000000 Penalty: 6020.823242
	Iteration 27Q: 3 clusters Score -2.397476e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183831 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23974960.000000 Penalty: 6020.823242
	Iteration 28Q: 3 clusters Score -2.397496e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23975108.000000 Penalty: 6020.823242
	Iteration 29Q: 3 clusters Score -2.397511e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184467 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -23975268.000000 Penalty: 6020.823242
	Iteration 30Q: 3 clusters Score -2.397527e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23975406.000000 Penalty: 6020.823242
	Iteration 31Q: 3 clusters Score -2.397541e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184895 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -23975494.000000 Penalty: 6020.823242
	Iteration 32Q: 3 clusters Score -2.397549e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185060 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -23975616.000000 Penalty: 6020.823242
	Iteration 33Q: 3 clusters Score -2.397562e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185183 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23975650.000000 Penalty: 6020.823242
	Iteration 34Q: 3 clusters Score -2.397565e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23975692.000000 Penalty: 6020.823242
	Iteration 35Q: 3 clusters Score -2.397569e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185344 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23975736.000000 Penalty: 6020.823242
	Iteration 36Q: 3 clusters Score -2.397574e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23975760.000000 Penalty: 6020.823242
	Iteration 37Q: 3 clusters Score -2.397576e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185468 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23975766.000000 Penalty: 6020.823242
	Iteration 38Q: 3 clusters Score -2.397577e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185523 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23975790.000000 Penalty: 6020.823242
	Iteration 39Q: 3 clusters Score -2.397579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185554 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23975816.000000 Penalty: 6020.823242
	Iteration 40F: 3 clusters Score -2.397582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185588 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23975832.000000 Penalty: 6020.823242
	Iteration 41Q: 3 clusters Score -2.397583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185618 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23975872.000000 Penalty: 6020.823242
	Iteration 42Q: 3 clusters Score -2.397587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185643 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23975898.000000 Penalty: 6020.823242
	Iteration 43Q: 3 clusters Score -2.39759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185660 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23975888.000000 Penalty: 6020.823242
	Iteration 44Q: 3 clusters Score -2.397589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185675 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23975882.000000 Penalty: 6020.823242
	Iteration 45Q: 3 clusters Score -2.397588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185691 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23975892.000000 Penalty: 6020.823242
	Iteration 46Q: 3 clusters Score -2.397589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185701 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -23975890.000000 Penalty: 6020.823242
	Iteration 47Q: 3 clusters Score -2.397589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185711 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -23975890.000000 Penalty: 6020.823242
	Iteration 48Q: 3 clusters Score -2.397589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23975892.000000 Penalty: 6020.823242
	Iteration 49Q: 3 clusters Score -2.397589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185718 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23975886.000000 Penalty: 6020.823242
	Iteration 50Q: 3 clusters Score -2.397589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185722 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -23975876.000000 Penalty: 6020.823242
	Iteration 51Q: 3 clusters Score -2.397588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185727 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23975900.000000 Penalty: 6020.823242
	Iteration 52Q: 3 clusters Score -2.39759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185732 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -23975884.000000 Penalty: 6020.823242
	Iteration 53Q: 3 clusters Score -2.397588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185742 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -23975902.000000 Penalty: 6020.823242
	Iteration 54Q: 3 clusters Score -2.39759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185747 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -23975896.000000 Penalty: 6020.823242
	Iteration 55Q: 3 clusters Score -2.39759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185749 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -23975904.000000 Penalty: 6020.823242
	Iteration 56Q: 3 clusters Score -2.39759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185748 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -23975892.000000 Penalty: 6020.823242
	Iteration 57Q: 3 clusters Score -2.397589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185749 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -23975894.000000 Penalty: 6020.823242
	Iteration 58Q: 3 clusters Score -2.397589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185749 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -23975894.000000 Penalty: 6020.823242
	Iteration 59F: 3 clusters Score -2.397589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Entering Unmasked Estep 
Score: -9142064.000000 Penalty: 2777.764648
	Iteration 0F: 2 clusters Score -9142064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -9092897.000000 Penalty: 5555.529297
	Iteration 0F: 3 clusters Score -9092897 nChanged 34242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9112220.000000 Penalty: 5555.529297
	Iteration 1F: 3 clusters Score -9112220 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -9112724.000000 Penalty: 5555.529297
	Iteration 2Q: 3 clusters Score -9112724 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -9113183.000000 Penalty: 5555.529297
	Iteration 3Q: 3 clusters Score -9113183 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -9113669.000000 Penalty: 5555.529297
	Iteration 4Q: 3 clusters Score -9113669 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -9114363.000000 Penalty: 5555.529297
	Iteration 5Q: 3 clusters Score -9114363 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -9115204.000000 Penalty: 5555.529297
	Iteration 6Q: 3 clusters Score -9115204 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -9116299.000000 Penalty: 5555.529297
	Iteration 7Q: 3 clusters Score -9116299 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -9117888.000000 Penalty: 5555.529297
	Iteration 8Q: 3 clusters Score -9117888 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -9119781.000000 Penalty: 5555.529297
	Iteration 9F: 3 clusters Score -9119781 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -9122008.000000 Penalty: 5555.529297
	Iteration 10F: 3 clusters Score -9122008 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -9124011.000000 Penalty: 5555.529297
	Iteration 11F: 3 clusters Score -9124011 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -9125482.000000 Penalty: 5555.529297
	Iteration 12Q: 3 clusters Score -9125482 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -9126870.000000 Penalty: 5555.529297
	Iteration 13Q: 3 clusters Score -9126870 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -9128356.000000 Penalty: 5555.529297
	Iteration 14Q: 3 clusters Score -9128356 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9130175.000000 Penalty: 5555.529297
	Iteration 15Q: 3 clusters Score -9130175 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -9132530.000000 Penalty: 5555.529297
	Iteration 16Q: 3 clusters Score -9132530 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9135318.000000 Penalty: 5555.529297
	Iteration 17Q: 3 clusters Score -9135318 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -9137845.000000 Penalty: 5555.529297
	Iteration 18Q: 3 clusters Score -9137845 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -9138926.000000 Penalty: 5555.529297
	Iteration 19Q: 3 clusters Score -9138926 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -9139313.000000 Penalty: 5555.529297
	Iteration 20F: 3 clusters Score -9139313 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9139512.000000 Penalty: 5555.529297
	Iteration 21Q: 3 clusters Score -9139512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -9139587.000000 Penalty: 5555.529297
	Iteration 22Q: 3 clusters Score -9139587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -9139625.000000 Penalty: 5555.529297
	Iteration 23Q: 3 clusters Score -9139625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -9139640.000000 Penalty: 5555.529297
	Iteration 24Q: 3 clusters Score -9139640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -9139649.000000 Penalty: 5555.529297
	Iteration 25Q: 3 clusters Score -9139649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -9139658.000000 Penalty: 5555.529297
	Iteration 26Q: 3 clusters Score -9139658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -9139667.000000 Penalty: 5555.529297
	Iteration 27Q: 3 clusters Score -9139667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -9139669.000000 Penalty: 5555.529297
	Iteration 28Q: 3 clusters Score -9139669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -9139669.000000 Penalty: 5555.529297
	Iteration 29F: 3 clusters Score -9139669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Entering Unmasked Estep 
Score: -6201682.500000 Penalty: 2670.719971
	Iteration 0F: 2 clusters Score -6201682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6169621.500000 Penalty: 5341.439941
	Iteration 0F: 3 clusters Score -6169622 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6181892.000000 Penalty: 5341.439941
	Iteration 1F: 3 clusters Score -6181892 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -6182449.500000 Penalty: 5341.439941
	Iteration 2Q: 3 clusters Score -6182450 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6183091.500000 Penalty: 5341.439941
	Iteration 3Q: 3 clusters Score -6183092 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6183829.000000 Penalty: 5341.439941
	Iteration 4Q: 3 clusters Score -6183829 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6184734.500000 Penalty: 5341.439941
	Iteration 5Q: 3 clusters Score -6184734 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6185890.500000 Penalty: 5341.439941
	Iteration 6Q: 3 clusters Score -6185890 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6187473.500000 Penalty: 5341.439941
	Iteration 7F: 3 clusters Score -6187474 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6189437.000000 Penalty: 5341.439941
	Iteration 8F: 3 clusters Score -6189437 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6191471.000000 Penalty: 5341.439941
	Iteration 9F: 3 clusters Score -6191471 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6192999.000000 Penalty: 5341.439941
	Iteration 10F: 3 clusters Score -6192999 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6193803.000000 Penalty: 5341.439941
	Iteration 11Q: 3 clusters Score -6193803 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -6194091.500000 Penalty: 5341.439941
	Iteration 12Q: 3 clusters Score -6194092 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -6194249.000000 Penalty: 5341.439941
	Iteration 13Q: 3 clusters Score -6194249 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -6194412.500000 Penalty: 5341.439941
	Iteration 14Q: 3 clusters Score -6194412 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -6194549.000000 Penalty: 5341.439941
	Iteration 15Q: 3 clusters Score -6194549 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -6194700.500000 Penalty: 5341.439941
	Iteration 16Q: 3 clusters Score -6194700 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -6194893.500000 Penalty: 5341.439941
	Iteration 17Q: 3 clusters Score -6194894 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6195108.500000 Penalty: 5341.439941
	Iteration 18Q: 3 clusters Score -6195108 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -6195290.500000 Penalty: 5341.439941
	Iteration 19Q: 3 clusters Score -6195290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -6195413.000000 Penalty: 5341.439941
	Iteration 20F: 3 clusters Score -6195413 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6195567.000000 Penalty: 5341.439941
	Iteration 21Q: 3 clusters Score -6195567 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6195778.500000 Penalty: 5341.439941
	Iteration 22Q: 3 clusters Score -6195778 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6195920.500000 Penalty: 5341.439941
	Iteration 23Q: 3 clusters Score -6195920 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -6196077.500000 Penalty: 5341.439941
	Iteration 24Q: 3 clusters Score -6196078 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -6196183.000000 Penalty: 5341.439941
	Iteration 25Q: 3 clusters Score -6196183 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -6196306.000000 Penalty: 5341.439941
	Iteration 26Q: 3 clusters Score -6196306 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -6196435.500000 Penalty: 5341.439941
	Iteration 27Q: 3 clusters Score -6196436 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -6196527.000000 Penalty: 5341.439941
	Iteration 28Q: 3 clusters Score -6196527 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -6196653.500000 Penalty: 5341.439941
	Iteration 29Q: 3 clusters Score -6196654 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -6196771.000000 Penalty: 5341.439941
	Iteration 30Q: 3 clusters Score -6196771 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -6196903.000000 Penalty: 5341.439941
	Iteration 31Q: 3 clusters Score -6196903 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -6196986.500000 Penalty: 5341.439941
	Iteration 32Q: 3 clusters Score -6196986 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6197109.500000 Penalty: 5341.439941
	Iteration 33Q: 3 clusters Score -6197110 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -6197211.000000 Penalty: 5341.439941
	Iteration 34Q: 3 clusters Score -6197211 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -6197314.500000 Penalty: 5341.439941
	Iteration 35Q: 3 clusters Score -6197314 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6197408.500000 Penalty: 5341.439941
	Iteration 36Q: 3 clusters Score -6197408 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6197467.500000 Penalty: 5341.439941
	Iteration 37Q: 3 clusters Score -6197468 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -6197600.500000 Penalty: 5341.439941
	Iteration 38Q: 3 clusters Score -6197600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6197721.500000 Penalty: 5341.439941
	Iteration 39Q: 3 clusters Score -6197722 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6197866.500000 Penalty: 5341.439941
	Iteration 40F: 3 clusters Score -6197866 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6198005.000000 Penalty: 5341.439941
	Iteration 41Q: 3 clusters Score -6198005 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -6198127.000000 Penalty: 5341.439941
	Iteration 42Q: 3 clusters Score -6198127 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -6198195.000000 Penalty: 5341.439941
	Iteration 43Q: 3 clusters Score -6198195 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -6198299.500000 Penalty: 5341.439941
	Iteration 44Q: 3 clusters Score -6198300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6198387.500000 Penalty: 5341.439941
	Iteration 45Q: 3 clusters Score -6198388 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -6198450.000000 Penalty: 5341.439941
	Iteration 46Q: 3 clusters Score -6198450 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -6198563.500000 Penalty: 5341.439941
	Iteration 47Q: 3 clusters Score -6198564 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6198665.000000 Penalty: 5341.439941
	Iteration 48Q: 3 clusters Score -6198665 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -6198729.500000 Penalty: 5341.439941
	Iteration 49Q: 3 clusters Score -6198730 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -6198815.500000 Penalty: 5341.439941
	Iteration 50Q: 3 clusters Score -6198816 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6198916.500000 Penalty: 5341.439941
	Iteration 51Q: 3 clusters Score -6198916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6198986.500000 Penalty: 5341.439941
	Iteration 52Q: 3 clusters Score -6198986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6199084.500000 Penalty: 5341.439941
	Iteration 53Q: 3 clusters Score -6199084 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6199135.000000 Penalty: 5341.439941
	Iteration 54Q: 3 clusters Score -6199135 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6199212.500000 Penalty: 5341.439941
	Iteration 55Q: 3 clusters Score -6199212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6199273.000000 Penalty: 5341.439941
	Iteration 56Q: 3 clusters Score -6199273 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6199326.500000 Penalty: 5341.439941
	Iteration 57Q: 3 clusters Score -6199326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6199370.000000 Penalty: 5341.439941
	Iteration 58Q: 3 clusters Score -6199370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6199445.500000 Penalty: 5341.439941
	Iteration 59Q: 3 clusters Score -6199446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6199506.500000 Penalty: 5341.439941
	Iteration 60F: 3 clusters Score -6199506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6199555.000000 Penalty: 5341.439941
	Iteration 61Q: 3 clusters Score -6199555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6199583.500000 Penalty: 5341.439941
	Iteration 62Q: 3 clusters Score -6199584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6199619.000000 Penalty: 5341.439941
	Iteration 63Q: 3 clusters Score -6199619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6199661.500000 Penalty: 5341.439941
	Iteration 64Q: 3 clusters Score -6199662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6199681.000000 Penalty: 5341.439941
	Iteration 65Q: 3 clusters Score -6199681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6199694.000000 Penalty: 5341.439941
	Iteration 66Q: 3 clusters Score -6199694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6199727.000000 Penalty: 5341.439941
	Iteration 67Q: 3 clusters Score -6199727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6199728.000000 Penalty: 5341.439941
	Iteration 68Q: 3 clusters Score -6199728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6199761.500000 Penalty: 5341.439941
	Iteration 69Q: 3 clusters Score -6199762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6199785.000000 Penalty: 5341.439941
	Iteration 70Q: 3 clusters Score -6199785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6199802.000000 Penalty: 5341.439941
	Iteration 71Q: 3 clusters Score -6199802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6199824.000000 Penalty: 5341.439941
	Iteration 72Q: 3 clusters Score -6199824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6199833.500000 Penalty: 5341.439941
	Iteration 73Q: 3 clusters Score -6199834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6199839.000000 Penalty: 5341.439941
	Iteration 74Q: 3 clusters Score -6199839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6199846.500000 Penalty: 5341.439941
	Iteration 75Q: 3 clusters Score -6199846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6199858.500000 Penalty: 5341.439941
	Iteration 76Q: 3 clusters Score -6199858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6199868.500000 Penalty: 5341.439941
	Iteration 77Q: 3 clusters Score -6199868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6199883.000000 Penalty: 5341.439941
	Iteration 78Q: 3 clusters Score -6199883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6199885.500000 Penalty: 5341.439941
	Iteration 79Q: 3 clusters Score -6199886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6199888.000000 Penalty: 5341.439941
	Iteration 80F: 3 clusters Score -6199888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6199895.500000 Penalty: 5341.439941
	Iteration 81Q: 3 clusters Score -6199896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6199898.500000 Penalty: 5341.439941
	Iteration 82Q: 3 clusters Score -6199898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6199916.000000 Penalty: 5341.439941
	Iteration 83Q: 3 clusters Score -6199916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6199912.000000 Penalty: 5341.439941
	Iteration 84Q: 3 clusters Score -6199912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6199919.500000 Penalty: 5341.439941
	Iteration 85Q: 3 clusters Score -6199920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6199928.500000 Penalty: 5341.439941
	Iteration 86Q: 3 clusters Score -6199928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6199932.500000 Penalty: 5341.439941
	Iteration 87Q: 3 clusters Score -6199932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6199936.500000 Penalty: 5341.439941
	Iteration 88Q: 3 clusters Score -6199936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6199942.500000 Penalty: 5341.439941
	Iteration 89Q: 3 clusters Score -6199942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6199939.500000 Penalty: 5341.439941
	Iteration 90Q: 3 clusters Score -6199940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6199936.500000 Penalty: 5341.439941
	Iteration 91Q: 3 clusters Score -6199936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6199938.500000 Penalty: 5341.439941
	Iteration 92Q: 3 clusters Score -6199938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6199935.000000 Penalty: 5341.439941
	Iteration 93Q: 3 clusters Score -6199935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6199934.500000 Penalty: 5341.439941
	Iteration 94Q: 3 clusters Score -6199934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6199916.000000 Penalty: 5341.439941
	Iteration 95Q: 3 clusters Score -6199916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6199927.500000 Penalty: 5341.439941
	Iteration 96Q: 3 clusters Score -6199928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6199922.500000 Penalty: 5341.439941
	Iteration 97Q: 3 clusters Score -6199922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6199928.000000 Penalty: 5341.439941
	Iteration 98Q: 3 clusters Score -6199928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6199922.500000 Penalty: 5341.439941
	Iteration 99Q: 3 clusters Score -6199922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6199922.500000 Penalty: 5341.439941
	Iteration 100F: 3 clusters Score -6199922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -1194078.125000 Penalty: 2273.988770
	Iteration 0F: 2 clusters Score -1194078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1186699.500000 Penalty: 4547.977539
	Iteration 0F: 3 clusters Score -1186700 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1188899.125000 Penalty: 4547.977539
	Iteration 1F: 3 clusters Score -1188899 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1189258.750000 Penalty: 4547.977539
	Iteration 2F: 3 clusters Score -1189259 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1189499.625000 Penalty: 4547.977539
	Iteration 3F: 3 clusters Score -1189500 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1189666.750000 Penalty: 4547.977539
	Iteration 4Q: 3 clusters Score -1189667 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1189790.000000 Penalty: 4547.977539
	Iteration 5Q: 3 clusters Score -1189790 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1189890.750000 Penalty: 4547.977539
	Iteration 6Q: 3 clusters Score -1189891 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1189963.750000 Penalty: 4547.977539
	Iteration 7Q: 3 clusters Score -1189964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1190046.250000 Penalty: 4547.977539
	Iteration 8Q: 3 clusters Score -1190046 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1190125.125000 Penalty: 4547.977539
	Iteration 9Q: 3 clusters Score -1190125 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1190197.000000 Penalty: 4547.977539
	Iteration 10Q: 3 clusters Score -1190197 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1190256.750000 Penalty: 4547.977539
	Iteration 11Q: 3 clusters Score -1190257 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1190331.375000 Penalty: 4547.977539
	Iteration 12Q: 3 clusters Score -1190331 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1190423.375000 Penalty: 4547.977539
	Iteration 13Q: 3 clusters Score -1190423 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1190514.000000 Penalty: 4547.977539
	Iteration 14Q: 3 clusters Score -1190514 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1190607.500000 Penalty: 4547.977539
	Iteration 15Q: 3 clusters Score -1190608 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1190706.500000 Penalty: 4547.977539
	Iteration 16Q: 3 clusters Score -1190706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1190815.375000 Penalty: 4547.977539
	Iteration 17Q: 3 clusters Score -1190815 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1190949.250000 Penalty: 4547.977539
	Iteration 18Q: 3 clusters Score -1190949 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1191104.875000 Penalty: 4547.977539
	Iteration 19Q: 3 clusters Score -1191105 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1191276.375000 Penalty: 4547.977539
	Iteration 20F: 3 clusters Score -1191276 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1191419.750000 Penalty: 4547.977539
	Iteration 21Q: 3 clusters Score -1191420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1191551.250000 Penalty: 4547.977539
	Iteration 22Q: 3 clusters Score -1191551 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1191671.750000 Penalty: 4547.977539
	Iteration 23Q: 3 clusters Score -1191672 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1191764.625000 Penalty: 4547.977539
	Iteration 24Q: 3 clusters Score -1191765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1191829.125000 Penalty: 4547.977539
	Iteration 25Q: 3 clusters Score -1191829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1191903.750000 Penalty: 4547.977539
	Iteration 26Q: 3 clusters Score -1191904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1191950.875000 Penalty: 4547.977539
	Iteration 27Q: 3 clusters Score -1191951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1191996.250000 Penalty: 4547.977539
	Iteration 28Q: 3 clusters Score -1191996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1192028.125000 Penalty: 4547.977539
	Iteration 29Q: 3 clusters Score -1192028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1192058.125000 Penalty: 4547.977539
	Iteration 30Q: 3 clusters Score -1192058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1192089.000000 Penalty: 4547.977539
	Iteration 31Q: 3 clusters Score -1192089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1192113.000000 Penalty: 4547.977539
	Iteration 32Q: 3 clusters Score -1192113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1192126.625000 Penalty: 4547.977539
	Iteration 33Q: 3 clusters Score -1192127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1192133.875000 Penalty: 4547.977539
	Iteration 34Q: 3 clusters Score -1192134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1192141.250000 Penalty: 4547.977539
	Iteration 35Q: 3 clusters Score -1192141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1192146.000000 Penalty: 4547.977539
	Iteration 36Q: 3 clusters Score -1192146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1192148.000000 Penalty: 4547.977539
	Iteration 37Q: 3 clusters Score -1192148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1192149.625000 Penalty: 4547.977539
	Iteration 38Q: 3 clusters Score -1192150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1192150.500000 Penalty: 4547.977539
	Iteration 39Q: 3 clusters Score -1192150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1192151.250000 Penalty: 4547.977539
	Iteration 40F: 3 clusters Score -1192151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1192151.625000 Penalty: 4547.977539
	Iteration 41Q: 3 clusters Score -1192152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1192151.625000 Penalty: 4547.977539
	Iteration 42F: 3 clusters Score -1192152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Entering Unmasked Estep 
Score: -20160764.000000 Penalty: 2966.483887
	Iteration 0F: 2 clusters Score -2.016076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -20056036.000000 Penalty: 5932.967773
	Iteration 0F: 3 clusters Score -2.005604e+07 nChanged 74947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -20099778.000000 Penalty: 5932.967773
	Iteration 1F: 3 clusters Score -2.009978e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -20100954.000000 Penalty: 5932.967773
	Iteration 2Q: 3 clusters Score -2.010095e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -20102074.000000 Penalty: 5932.967773
	Iteration 3Q: 3 clusters Score -2.010207e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -20104052.000000 Penalty: 5932.967773
	Iteration 4Q: 3 clusters Score -2.010405e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -20107352.000000 Penalty: 5932.967773
	Iteration 5Q: 3 clusters Score -2.010735e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -20113132.000000 Penalty: 5932.967773
	Iteration 6F: 3 clusters Score -2.011313e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -20122442.000000 Penalty: 5932.967773
	Iteration 7F: 3 clusters Score -2.012244e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -20133820.000000 Penalty: 5932.967773
	Iteration 8F: 3 clusters Score -2.013382e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -20144262.000000 Penalty: 5932.967773
	Iteration 9F: 3 clusters Score -2.014426e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -20151618.000000 Penalty: 5932.967773
	Iteration 10Q: 3 clusters Score -2.015162e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -20155448.000000 Penalty: 5932.967773
	Iteration 11Q: 3 clusters Score -2.015545e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20157016.000000 Penalty: 5932.967773
	Iteration 12Q: 3 clusters Score -2.015702e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20157726.000000 Penalty: 5932.967773
	Iteration 13Q: 3 clusters Score -2.015773e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20158000.000000 Penalty: 5932.967773
	Iteration 14Q: 3 clusters Score -2.0158e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20158180.000000 Penalty: 5932.967773
	Iteration 15Q: 3 clusters Score -2.015818e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20158246.000000 Penalty: 5932.967773
	Iteration 16Q: 3 clusters Score -2.015825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20158286.000000 Penalty: 5932.967773
	Iteration 17Q: 3 clusters Score -2.015829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20158304.000000 Penalty: 5932.967773
	Iteration 18Q: 3 clusters Score -2.01583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20158308.000000 Penalty: 5932.967773
	Iteration 19Q: 3 clusters Score -2.015831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20158326.000000 Penalty: 5932.967773
	Iteration 20F: 3 clusters Score -2.015833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20158324.000000 Penalty: 5932.967773
	Iteration 21Q: 3 clusters Score -2.015832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20158320.000000 Penalty: 5932.967773
	Iteration 22Q: 3 clusters Score -2.015832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20158336.000000 Penalty: 5932.967773
	Iteration 23Q: 3 clusters Score -2.015834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20158332.000000 Penalty: 5932.967773
	Iteration 24Q: 3 clusters Score -2.015833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20158320.000000 Penalty: 5932.967773
	Iteration 25Q: 3 clusters Score -2.015832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20158326.000000 Penalty: 5932.967773
	Iteration 26Q: 3 clusters Score -2.015833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20158348.000000 Penalty: 5932.967773
	Iteration 27Q: 3 clusters Score -2.015835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20158340.000000 Penalty: 5932.967773
	Iteration 28Q: 3 clusters Score -2.015834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20158354.000000 Penalty: 5932.967773
	Iteration 29Q: 3 clusters Score -2.015835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20158350.000000 Penalty: 5932.967773
	Iteration 30Q: 3 clusters Score -2.015835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -20158344.000000 Penalty: 5932.967773
	Iteration 31Q: 3 clusters Score -2.015834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20158352.000000 Penalty: 5932.967773
	Iteration 32Q: 3 clusters Score -2.015835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20158334.000000 Penalty: 5932.967773
	Iteration 33Q: 3 clusters Score -2.015833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20158334.000000 Penalty: 5932.967773
	Iteration 34F: 3 clusters Score -2.015833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Entering Unmasked Estep 
Score: -5013839.500000 Penalty: 2619.431641
	Iteration 0F: 2 clusters Score -5013840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4987444.000000 Penalty: 5238.863281
	Iteration 0F: 3 clusters Score -4987444 nChanged 17637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4997415.000000 Penalty: 5238.863281
	Iteration 1F: 3 clusters Score -4997415 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4998093.000000 Penalty: 5238.863281
	Iteration 2Q: 3 clusters Score -4998093 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4998850.500000 Penalty: 5238.863281
	Iteration 3Q: 3 clusters Score -4998850 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4999724.500000 Penalty: 5238.863281
	Iteration 4Q: 3 clusters Score -4999724 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -5000739.500000 Penalty: 5238.863281
	Iteration 5Q: 3 clusters Score -5000740 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5001970.500000 Penalty: 5238.863281
	Iteration 6Q: 3 clusters Score -5001970 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -5003386.000000 Penalty: 5238.863281
	Iteration 7F: 3 clusters Score -5003386 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -5004877.500000 Penalty: 5238.863281
	Iteration 8F: 3 clusters Score -5004878 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -5006440.000000 Penalty: 5238.863281
	Iteration 9F: 3 clusters Score -5006440 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5007854.000000 Penalty: 5238.863281
	Iteration 10Q: 3 clusters Score -5007854 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5009043.500000 Penalty: 5238.863281
	Iteration 11Q: 3 clusters Score -5009044 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5009926.500000 Penalty: 5238.863281
	Iteration 12Q: 3 clusters Score -5009926 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5010490.000000 Penalty: 5238.863281
	Iteration 13Q: 3 clusters Score -5010490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5010862.500000 Penalty: 5238.863281
	Iteration 14Q: 3 clusters Score -5010862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5011081.500000 Penalty: 5238.863281
	Iteration 15Q: 3 clusters Score -5011082 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5011244.000000 Penalty: 5238.863281
	Iteration 16Q: 3 clusters Score -5011244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5011336.500000 Penalty: 5238.863281
	Iteration 17Q: 3 clusters Score -5011336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5011409.500000 Penalty: 5238.863281
	Iteration 18Q: 3 clusters Score -5011410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5011440.000000 Penalty: 5238.863281
	Iteration 19Q: 3 clusters Score -5011440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5011483.000000 Penalty: 5238.863281
	Iteration 20F: 3 clusters Score -5011483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5011515.500000 Penalty: 5238.863281
	Iteration 21Q: 3 clusters Score -5011516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5011546.500000 Penalty: 5238.863281
	Iteration 22Q: 3 clusters Score -5011546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5011557.000000 Penalty: 5238.863281
	Iteration 23Q: 3 clusters Score -5011557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5011569.000000 Penalty: 5238.863281
	Iteration 24Q: 3 clusters Score -5011569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5011571.000000 Penalty: 5238.863281
	Iteration 25Q: 3 clusters Score -5011571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5011572.500000 Penalty: 5238.863281
	Iteration 26Q: 3 clusters Score -5011572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5011579.000000 Penalty: 5238.863281
	Iteration 27Q: 3 clusters Score -5011579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5011582.000000 Penalty: 5238.863281
	Iteration 28Q: 3 clusters Score -5011582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5011585.500000 Penalty: 5238.863281
	Iteration 29Q: 3 clusters Score -5011586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5011594.500000 Penalty: 5238.863281
	Iteration 30Q: 3 clusters Score -5011594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5011599.500000 Penalty: 5238.863281
	Iteration 31Q: 3 clusters Score -5011600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5011600.000000 Penalty: 5238.863281
	Iteration 32Q: 3 clusters Score -5011600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5011601.500000 Penalty: 5238.863281
	Iteration 33Q: 3 clusters Score -5011602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5011601.500000 Penalty: 5238.863281
	Iteration 34F: 3 clusters Score -5011602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85698.929688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -85698.93 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 383 members 
Entering Unmasked Estep 
Score: -83955.320312 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -83955.32 nChanged 201
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: -84357.648438 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -84357.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84679.296875 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -84679.3 nChanged 71
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: -85115.398438 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -85115.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85426.445312 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -85426.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85655.625000 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -85655.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85846.687500 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -85846.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85906.437500 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -85906.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85918.078125 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -85918.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85930.359375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -85930.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85930.359375 Penalty: 3303.009766
	Iteration 10F: 3 clusters Score -85930.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168455 members 
Mstep: Class 8 contains 209333 members 
Mstep: Class 9 contains 167573 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186980 members 
Mstep: Class 12 contains 73179 members 
Mstep: Class 13 contains 47526 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 38647 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 185769 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166406192.000000 Penalty: 76877.992188
Splitting cluster 17 changes total score from -166408032.000000 to -166406192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (185769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Entering Unmasked Estep 
Score: -24096376.000000 Penalty: 3008.800293
	Iteration 0F: 2 clusters Score -2.409638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -23977390.000000 Penalty: 6017.600586
	Iteration 0F: 3 clusters Score -2.397739e+07 nChanged 89600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -24030476.000000 Penalty: 6017.600586
	Iteration 1F: 3 clusters Score -2.403048e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -24031718.000000 Penalty: 6017.600586
	Iteration 2Q: 3 clusters Score -2.403172e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -24033394.000000 Penalty: 6017.600586
	Iteration 3Q: 3 clusters Score -2.403339e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109257 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -24036238.000000 Penalty: 6017.600586
	Iteration 4Q: 3 clusters Score -2.403624e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -24041076.000000 Penalty: 6017.600586
	Iteration 5F: 3 clusters Score -2.404108e+07 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -24048726.000000 Penalty: 6017.600586
	Iteration 6F: 3 clusters Score -2.404873e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -24060144.000000 Penalty: 6017.600586
	Iteration 7F: 3 clusters Score -2.406014e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -24073240.000000 Penalty: 6017.600586
	Iteration 8F: 3 clusters Score -2.407324e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -24083694.000000 Penalty: 6017.600586
	Iteration 9F: 3 clusters Score -2.408369e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -24089468.000000 Penalty: 6017.600586
	Iteration 10Q: 3 clusters Score -2.408947e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -24091972.000000 Penalty: 6017.600586
	Iteration 11Q: 3 clusters Score -2.409197e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -24092986.000000 Penalty: 6017.600586
	Iteration 12Q: 3 clusters Score -2.409299e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24093396.000000 Penalty: 6017.600586
	Iteration 13Q: 3 clusters Score -2.40934e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24093618.000000 Penalty: 6017.600586
	Iteration 14Q: 3 clusters Score -2.409362e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185142 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24093708.000000 Penalty: 6017.600586
	Iteration 15Q: 3 clusters Score -2.409371e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24093812.000000 Penalty: 6017.600586
	Iteration 16Q: 3 clusters Score -2.409381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185315 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -24093820.000000 Penalty: 6017.600586
	Iteration 17Q: 3 clusters Score -2.409382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -24093838.000000 Penalty: 6017.600586
	Iteration 18Q: 3 clusters Score -2.409384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185365 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24093854.000000 Penalty: 6017.600586
	Iteration 19Q: 3 clusters Score -2.409385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185373 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24093854.000000 Penalty: 6017.600586
	Iteration 20F: 3 clusters Score -2.409385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185373 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24093860.000000 Penalty: 6017.600586
	Iteration 21Q: 3 clusters Score -2.409386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24093888.000000 Penalty: 6017.600586
	Iteration 22Q: 3 clusters Score -2.409389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185381 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24093886.000000 Penalty: 6017.600586
	Iteration 23Q: 3 clusters Score -2.409389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185389 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -24093902.000000 Penalty: 6017.600586
	Iteration 24Q: 3 clusters Score -2.40939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24093896.000000 Penalty: 6017.600586
	Iteration 25Q: 3 clusters Score -2.40939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185399 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -24093908.000000 Penalty: 6017.600586
	Iteration 26Q: 3 clusters Score -2.409391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24093912.000000 Penalty: 6017.600586
	Iteration 27Q: 3 clusters Score -2.409391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185406 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24093902.000000 Penalty: 6017.600586
	Iteration 28Q: 3 clusters Score -2.40939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185406 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24093910.000000 Penalty: 6017.600586
	Iteration 29Q: 3 clusters Score -2.409391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185406 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24093910.000000 Penalty: 6017.600586
	Iteration 30F: 3 clusters Score -2.409391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -909083.062500 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -909083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -902948.312500 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -902948.3 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -904650.937500 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -904650.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -905055.125000 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -905055.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -905489.812500 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -905489.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -905925.437500 Penalty: 4422.986328
	Iteration 4F: 3 clusters Score -905925.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -906338.062500 Penalty: 4422.986328
	Iteration 5F: 3 clusters Score -906338.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -906730.625000 Penalty: 4422.986328
	Iteration 6F: 3 clusters Score -906730.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -907022.875000 Penalty: 4422.986328
	Iteration 7F: 3 clusters Score -907022.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -907211.125000 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -907211.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -907331.562500 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -907331.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -907421.875000 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -907421.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -907493.250000 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -907493.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -907542.125000 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -907542.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -907583.250000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -907583.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -907610.500000 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -907610.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -907638.125000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -907638.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -907669.312500 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -907669.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -907692.937500 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -907692.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -907715.937500 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -907715.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -907737.187500 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -907737.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -907755.000000 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -907755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -907768.000000 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -907768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -907780.187500 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -907780.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -907792.500000 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -907792.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -907802.187500 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -907802.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -907809.187500 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -907809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -907816.375000 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -907816.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -907825.687500 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -907825.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -907836.375000 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -907836.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -907847.000000 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -907847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -907849.437500 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -907849.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -907857.187500 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -907857.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -907866.250000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -907866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -907875.312500 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -907875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -907882.812500 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -907882.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -907887.437500 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -907887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -907892.062500 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -907892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -907898.187500 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -907898.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -907903.812500 Penalty: 4422.986328
	Iteration 38Q: 3 clusters Score -907903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -907909.625000 Penalty: 4422.986328
	Iteration 39Q: 3 clusters Score -907909.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -907916.062500 Penalty: 4422.986328
	Iteration 40F: 3 clusters Score -907916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -907920.437500 Penalty: 4422.986328
	Iteration 41Q: 3 clusters Score -907920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -907924.812500 Penalty: 4422.986328
	Iteration 42Q: 3 clusters Score -907924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -907926.437500 Penalty: 4422.986328
	Iteration 43Q: 3 clusters Score -907926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -907930.375000 Penalty: 4422.986328
	Iteration 44Q: 3 clusters Score -907930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -907935.250000 Penalty: 4422.986328
	Iteration 45Q: 3 clusters Score -907935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -907938.937500 Penalty: 4422.986328
	Iteration 46Q: 3 clusters Score -907938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -907946.000000 Penalty: 4422.986328
	Iteration 47Q: 3 clusters Score -907946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -907947.937500 Penalty: 4422.986328
	Iteration 48Q: 3 clusters Score -907947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -907948.875000 Penalty: 4422.986328
	Iteration 49Q: 3 clusters Score -907948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -907950.062500 Penalty: 4422.986328
	Iteration 50Q: 3 clusters Score -907950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -907950.312500 Penalty: 4422.986328
	Iteration 51Q: 3 clusters Score -907950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -907950.125000 Penalty: 4422.986328
	Iteration 52Q: 3 clusters Score -907950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -907952.125000 Penalty: 4422.986328
	Iteration 53Q: 3 clusters Score -907952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -907953.375000 Penalty: 4422.986328
	Iteration 54Q: 3 clusters Score -907953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -907953.375000 Penalty: 4422.986328
	Iteration 55F: 3 clusters Score -907953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -950626.875000 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -950626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -944679.187500 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -944679.2 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -946265.687500 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -946265.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -946553.312500 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -946553.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -946824.750000 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -946824.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -947077.312500 Penalty: 4417.638184
	Iteration 4Q: 3 clusters Score -947077.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -947299.437500 Penalty: 4417.638184
	Iteration 5Q: 3 clusters Score -947299.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -947538.812500 Penalty: 4417.638184
	Iteration 6Q: 3 clusters Score -947538.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -947740.500000 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -947740.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -947944.562500 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -947944.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -948140.500000 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -948140.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -948324.750000 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -948324.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -948498.000000 Penalty: 4417.638184
	Iteration 11Q: 3 clusters Score -948498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -948656.812500 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -948656.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -948807.187500 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -948807.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -948909.437500 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -948909.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -948975.812500 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -948975.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -949024.625000 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -949024.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -949054.937500 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -949054.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -949074.062500 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -949074.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -949081.187500 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -949081.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -949091.250000 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -949091.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -949100.000000 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -949100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -949107.937500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -949107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -949117.125000 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -949117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -949126.437500 Penalty: 4417.638184
	Iteration 24Q: 3 clusters Score -949126.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -949137.250000 Penalty: 4417.638184
	Iteration 25Q: 3 clusters Score -949137.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -949145.437500 Penalty: 4417.638184
	Iteration 26Q: 3 clusters Score -949145.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -949155.250000 Penalty: 4417.638184
	Iteration 27Q: 3 clusters Score -949155.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -949165.625000 Penalty: 4417.638184
	Iteration 28Q: 3 clusters Score -949165.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -949173.687500 Penalty: 4417.638184
	Iteration 29Q: 3 clusters Score -949173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -949181.937500 Penalty: 4417.638184
	Iteration 30Q: 3 clusters Score -949181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -949185.312500 Penalty: 4417.638184
	Iteration 31Q: 3 clusters Score -949185.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -949193.312500 Penalty: 4417.638184
	Iteration 32Q: 3 clusters Score -949193.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -949197.187500 Penalty: 4417.638184
	Iteration 33Q: 3 clusters Score -949197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -949204.000000 Penalty: 4417.638184
	Iteration 34Q: 3 clusters Score -949204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -949211.562500 Penalty: 4417.638184
	Iteration 35Q: 3 clusters Score -949211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -949214.875000 Penalty: 4417.638184
	Iteration 36Q: 3 clusters Score -949214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -949215.187500 Penalty: 4417.638184
	Iteration 37Q: 3 clusters Score -949215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -949215.750000 Penalty: 4417.638184
	Iteration 38Q: 3 clusters Score -949215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -949218.000000 Penalty: 4417.638184
	Iteration 39Q: 3 clusters Score -949218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -949218.062500 Penalty: 4417.638184
	Iteration 40F: 3 clusters Score -949218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -949219.875000 Penalty: 4417.638184
	Iteration 41Q: 3 clusters Score -949219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -949221.687500 Penalty: 4417.638184
	Iteration 42Q: 3 clusters Score -949221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -949220.750000 Penalty: 4417.638184
	Iteration 43Q: 3 clusters Score -949220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -949222.187500 Penalty: 4417.638184
	Iteration 44Q: 3 clusters Score -949222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -949222.750000 Penalty: 4417.638184
	Iteration 45Q: 3 clusters Score -949222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -949221.937500 Penalty: 4417.638184
	Iteration 46Q: 3 clusters Score -949221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -949221.812500 Penalty: 4417.638184
	Iteration 47Q: 3 clusters Score -949221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -949221.812500 Penalty: 4417.638184
	Iteration 48F: 3 clusters Score -949221.8 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63700.886719 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63700.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64007.414062 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64007.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64124.714844 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64124.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64237.660156 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64237.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64376.480469 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64376.48 nChanged 10
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: -64495.304688 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64495.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64549.636719 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64549.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64567.238281 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64567.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64598.128906 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64598.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64631.855469 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64631.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64674.160156 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64674.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64698.890625 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -64698.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64709.734375 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -64709.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64725.031250 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -64725.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64733.605469 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -64733.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64745.523438 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -64745.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64778.582031 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -64778.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64807.031250 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -64807.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64814.347656 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -64814.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64829.355469 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -64829.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64850.281250 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -64850.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64859.304688 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -64859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64860.695312 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -64860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64862.441406 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -64862.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64862.441406 Penalty: 3206.435791
	Iteration 24F: 3 clusters Score -64862.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24793 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168455 members 
Mstep: Class 8 contains 209333 members 
Mstep: Class 9 contains 167573 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186980 members 
Mstep: Class 12 contains 73179 members 
Mstep: Class 13 contains 47526 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 38647 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185769 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407936.000000 Penalty: 73383.539062
Iteration 119Q: 22 clusters Score -1.664079e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24677 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 168421 members 
Mstep: Class 8 contains 209276 members 
Mstep: Class 9 contains 167588 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187204 members 
Mstep: Class 12 contains 73198 members 
Mstep: Class 13 contains 47481 members 
Mstep: Class 14 contains 9637 members 
Mstep: Class 15 contains 156812 members 
Mstep: Class 16 contains 38556 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185571 members 
Mstep: Class 19 contains 7464 members 
Mstep: Class 20 contains 7480 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408144.000000 Penalty: 73383.539062
Iteration 120F: 22 clusters Score -1.664081e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24580 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 168378 members 
Mstep: Class 8 contains 209233 members 
Mstep: Class 9 contains 167547 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187358 members 
Mstep: Class 12 contains 73247 members 
Mstep: Class 13 contains 47456 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 156982 members 
Mstep: Class 16 contains 38461 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185483 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 7564 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408384.000000 Penalty: 73383.539062
Iteration 121Q: 22 clusters Score -1.664084e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24493 members 
Mstep: Class 3 contains 21897 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 168393 members 
Mstep: Class 8 contains 209142 members 
Mstep: Class 9 contains 167470 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187501 members 
Mstep: Class 12 contains 73294 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 157138 members 
Mstep: Class 16 contains 38384 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185440 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 7659 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408592.000000 Penalty: 73383.539062
Iteration 122Q: 22 clusters Score -1.664086e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24389 members 
Mstep: Class 3 contains 21864 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 168419 members 
Mstep: Class 8 contains 209064 members 
Mstep: Class 9 contains 167377 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187623 members 
Mstep: Class 12 contains 73330 members 
Mstep: Class 13 contains 47355 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 157308 members 
Mstep: Class 16 contains 38311 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185418 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 7734 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408880.000000 Penalty: 73383.539062
Iteration 123Q: 22 clusters Score -1.664089e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 21836 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 168481 members 
Mstep: Class 8 contains 209025 members 
Mstep: Class 9 contains 167245 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187721 members 
Mstep: Class 12 contains 73358 members 
Mstep: Class 13 contains 47310 members 
Mstep: Class 14 contains 9715 members 
Mstep: Class 15 contains 157489 members 
Mstep: Class 16 contains 38245 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185358 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408656.000000 Penalty: 73383.539062
Iteration 124Q: 22 clusters Score -1.664087e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24172 members 
Mstep: Class 3 contains 21809 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168579 members 
Mstep: Class 8 contains 209006 members 
Mstep: Class 9 contains 167101 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187827 members 
Mstep: Class 12 contains 73378 members 
Mstep: Class 13 contains 47272 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 157669 members 
Mstep: Class 16 contains 38193 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185236 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408560.000000 Penalty: 73383.539062
Iteration 125Q: 22 clusters Score -1.664086e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24077 members 
Mstep: Class 3 contains 21785 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 168651 members 
Mstep: Class 8 contains 208987 members 
Mstep: Class 9 contains 166942 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187868 members 
Mstep: Class 12 contains 73395 members 
Mstep: Class 13 contains 47232 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 157898 members 
Mstep: Class 16 contains 38154 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185173 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408672.000000 Penalty: 73383.539062
Iteration 126Q: 22 clusters Score -1.664087e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23992 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 168711 members 
Mstep: Class 8 contains 208972 members 
Mstep: Class 9 contains 166821 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187877 members 
Mstep: Class 12 contains 73415 members 
Mstep: Class 13 contains 47195 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 158105 members 
Mstep: Class 16 contains 38099 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185157 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408752.000000 Penalty: 73383.539062
Iteration 127Q: 22 clusters Score -1.664088e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23897 members 
Mstep: Class 3 contains 21727 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 168797 members 
Mstep: Class 8 contains 208960 members 
Mstep: Class 9 contains 166716 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187904 members 
Mstep: Class 12 contains 73433 members 
Mstep: Class 13 contains 47169 members 
Mstep: Class 14 contains 9825 members 
Mstep: Class 15 contains 158265 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185127 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408656.000000 Penalty: 73383.539062
Iteration 128Q: 22 clusters Score -1.664087e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23823 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 168928 members 
Mstep: Class 8 contains 208926 members 
Mstep: Class 9 contains 166619 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187931 members 
Mstep: Class 12 contains 73443 members 
Mstep: Class 13 contains 47150 members 
Mstep: Class 14 contains 9845 members 
Mstep: Class 15 contains 158382 members 
Mstep: Class 16 contains 38004 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185078 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408768.000000 Penalty: 73383.539062
Iteration 129Q: 22 clusters Score -1.664088e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23754 members 
Mstep: Class 3 contains 21693 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 169009 members 
Mstep: Class 8 contains 208898 members 
Mstep: Class 9 contains 166491 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188009 members 
Mstep: Class 12 contains 73449 members 
Mstep: Class 13 contains 47129 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 158515 members 
Mstep: Class 16 contains 37947 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185054 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408816.000000 Penalty: 73383.539062
Iteration 130Q: 22 clusters Score -1.664088e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23699 members 
Mstep: Class 3 contains 21678 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 169090 members 
Mstep: Class 8 contains 208903 members 
Mstep: Class 9 contains 166328 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188078 members 
Mstep: Class 12 contains 73461 members 
Mstep: Class 13 contains 47106 members 
Mstep: Class 14 contains 9868 members 
Mstep: Class 15 contains 158652 members 
Mstep: Class 16 contains 37898 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185014 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408992.000000 Penalty: 73383.539062
Iteration 131Q: 22 clusters Score -1.66409e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23629 members 
Mstep: Class 3 contains 21669 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 169128 members 
Mstep: Class 8 contains 208919 members 
Mstep: Class 9 contains 166172 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188130 members 
Mstep: Class 12 contains 73483 members 
Mstep: Class 13 contains 47072 members 
Mstep: Class 14 contains 9878 members 
Mstep: Class 15 contains 158771 members 
Mstep: Class 16 contains 37861 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185037 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408816.000000 Penalty: 73383.539062
Iteration 132Q: 22 clusters Score -1.664088e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23558 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 169161 members 
Mstep: Class 8 contains 208926 members 
Mstep: Class 9 contains 166048 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188186 members 
Mstep: Class 12 contains 73509 members 
Mstep: Class 13 contains 47037 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 158873 members 
Mstep: Class 16 contains 37817 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185082 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408832.000000 Penalty: 73383.539062
Iteration 133Q: 22 clusters Score -1.664088e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23494 members 
Mstep: Class 3 contains 21634 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 169167 members 
Mstep: Class 8 contains 208927 members 
Mstep: Class 9 contains 165941 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188232 members 
Mstep: Class 12 contains 73526 members 
Mstep: Class 13 contains 47013 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 158975 members 
Mstep: Class 16 contains 37780 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185131 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 8170 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408912.000000 Penalty: 73383.539062
Iteration 134Q: 22 clusters Score -1.664089e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23440 members 
Mstep: Class 3 contains 21626 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 169183 members 
Mstep: Class 8 contains 208877 members 
Mstep: Class 9 contains 165877 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188271 members 
Mstep: Class 12 contains 73548 members 
Mstep: Class 13 contains 46977 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 159067 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185174 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409088.000000 Penalty: 73383.539062
Iteration 135Q: 22 clusters Score -1.664091e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23391 members 
Mstep: Class 3 contains 21621 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 169238 members 
Mstep: Class 8 contains 208853 members 
Mstep: Class 9 contains 165794 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188323 members 
Mstep: Class 12 contains 73556 members 
Mstep: Class 13 contains 46942 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 37727 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185204 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409056.000000 Penalty: 73383.539062
Iteration 136Q: 22 clusters Score -1.664091e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23364 members 
Mstep: Class 3 contains 21602 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 169300 members 
Mstep: Class 8 contains 208825 members 
Mstep: Class 9 contains 165759 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188352 members 
Mstep: Class 12 contains 73570 members 
Mstep: Class 13 contains 46905 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 159128 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185236 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409024.000000 Penalty: 73383.539062
Iteration 137Q: 22 clusters Score -1.66409e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23349 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 169354 members 
Mstep: Class 8 contains 208758 members 
Mstep: Class 9 contains 165696 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188376 members 
Mstep: Class 12 contains 73598 members 
Mstep: Class 13 contains 46875 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 159179 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185265 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409104.000000 Penalty: 73383.539062
Iteration 138Q: 22 clusters Score -1.664091e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23324 members 
Mstep: Class 3 contains 21587 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 169421 members 
Mstep: Class 8 contains 208720 members 
Mstep: Class 9 contains 165644 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188401 members 
Mstep: Class 12 contains 73625 members 
Mstep: Class 13 contains 46830 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 159249 members 
Mstep: Class 16 contains 37640 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185268 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8261 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409360.000000 Penalty: 73383.539062
Iteration 139Q: 22 clusters Score -1.664094e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23307 members 
Mstep: Class 3 contains 21571 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 169534 members 
Mstep: Class 8 contains 208664 members 
Mstep: Class 9 contains 165609 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188437 members 
Mstep: Class 12 contains 73650 members 
Mstep: Class 13 contains 46805 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 159270 members 
Mstep: Class 16 contains 37621 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185228 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409472.000000 Penalty: 73383.539062
Iteration 140F: 22 clusters Score -1.664095e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23290 members 
Mstep: Class 3 contains 21570 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 169618 members 
Mstep: Class 8 contains 208636 members 
Mstep: Class 9 contains 165548 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188458 members 
Mstep: Class 12 contains 73671 members 
Mstep: Class 13 contains 46766 members 
Mstep: Class 14 contains 9909 members 
Mstep: Class 15 contains 159293 members 
Mstep: Class 16 contains 37608 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185227 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 8293 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409536.000000 Penalty: 73383.539062
Iteration 141Q: 22 clusters Score -1.664095e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23273 members 
Mstep: Class 3 contains 21552 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 169681 members 
Mstep: Class 8 contains 208601 members 
Mstep: Class 9 contains 165514 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188504 members 
Mstep: Class 12 contains 73683 members 
Mstep: Class 13 contains 46750 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 159338 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185187 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 8303 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409520.000000 Penalty: 73383.539062
Iteration 142Q: 22 clusters Score -1.664095e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23258 members 
Mstep: Class 3 contains 21535 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 169708 members 
Mstep: Class 8 contains 208578 members 
Mstep: Class 9 contains 165474 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188571 members 
Mstep: Class 12 contains 73695 members 
Mstep: Class 13 contains 46728 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 159347 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185197 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409648.000000 Penalty: 73383.539062
Iteration 143Q: 22 clusters Score -1.664096e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23244 members 
Mstep: Class 3 contains 21525 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 169729 members 
Mstep: Class 8 contains 208544 members 
Mstep: Class 9 contains 165478 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188655 members 
Mstep: Class 12 contains 73694 members 
Mstep: Class 13 contains 46701 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 159341 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185169 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 8331 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409808.000000 Penalty: 73383.539062
Iteration 144Q: 22 clusters Score -1.664098e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23233 members 
Mstep: Class 3 contains 21513 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 169748 members 
Mstep: Class 8 contains 208503 members 
Mstep: Class 9 contains 165463 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188728 members 
Mstep: Class 12 contains 73702 members 
Mstep: Class 13 contains 46680 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 159355 members 
Mstep: Class 16 contains 37551 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185146 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 8349 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409584.000000 Penalty: 73383.539062
Iteration 145Q: 22 clusters Score -1.664096e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23226 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 169767 members 
Mstep: Class 8 contains 208473 members 
Mstep: Class 9 contains 165446 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188789 members 
Mstep: Class 12 contains 73704 members 
Mstep: Class 13 contains 46666 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 159350 members 
Mstep: Class 16 contains 37536 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185148 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409504.000000 Penalty: 73383.539062
Iteration 146Q: 22 clusters Score -1.664095e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23220 members 
Mstep: Class 3 contains 21492 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 169787 members 
Mstep: Class 8 contains 208442 members 
Mstep: Class 9 contains 165433 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188831 members 
Mstep: Class 12 contains 73708 members 
Mstep: Class 13 contains 46652 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 159377 members 
Mstep: Class 16 contains 37513 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185145 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409472.000000 Penalty: 73383.539062
Iteration 147Q: 22 clusters Score -1.664095e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23215 members 
Mstep: Class 3 contains 21484 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 169855 members 
Mstep: Class 8 contains 208409 members 
Mstep: Class 9 contains 165418 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188869 members 
Mstep: Class 12 contains 73719 members 
Mstep: Class 13 contains 46629 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 159424 members 
Mstep: Class 16 contains 37495 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185070 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8384 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409712.000000 Penalty: 73383.539062
Iteration 148Q: 22 clusters Score -1.664097e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23211 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 169917 members 
Mstep: Class 8 contains 208389 members 
Mstep: Class 9 contains 165400 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188919 members 
Mstep: Class 12 contains 73726 members 
Mstep: Class 13 contains 46612 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 37472 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185006 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8398 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409776.000000 Penalty: 73383.539062
Iteration 149Q: 22 clusters Score -1.664098e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23205 members 
Mstep: Class 3 contains 21465 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 169962 members 
Mstep: Class 8 contains 208387 members 
Mstep: Class 9 contains 165364 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188933 members 
Mstep: Class 12 contains 73734 members 
Mstep: Class 13 contains 46594 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 159478 members 
Mstep: Class 16 contains 37456 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 184991 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8406 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409936.000000 Penalty: 73383.539062
Iteration 150Q: 22 clusters Score -1.664099e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23201 members 
Mstep: Class 3 contains 21456 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 169999 members 
Mstep: Class 8 contains 208382 members 
Mstep: Class 9 contains 165330 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188946 members 
Mstep: Class 12 contains 73756 members 
Mstep: Class 13 contains 46572 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 159511 members 
Mstep: Class 16 contains 37440 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 184973 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8409 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410128.000000 Penalty: 73383.539062
Iteration 151Q: 22 clusters Score -1.664101e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23192 members 
Mstep: Class 3 contains 21448 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 170037 members 
Mstep: Class 8 contains 208385 members 
Mstep: Class 9 contains 165310 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188954 members 
Mstep: Class 12 contains 73777 members 
Mstep: Class 13 contains 46552 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 159530 members 
Mstep: Class 16 contains 37422 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 184959 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410432.000000 Penalty: 73383.539062
Iteration 152Q: 22 clusters Score -1.664104e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23186 members 
Mstep: Class 3 contains 21450 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 170039 members 
Mstep: Class 8 contains 208381 members 
Mstep: Class 9 contains 165279 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188945 members 
Mstep: Class 12 contains 73797 members 
Mstep: Class 13 contains 46545 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 159545 members 
Mstep: Class 16 contains 37407 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 184982 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8416 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410512.000000 Penalty: 73383.539062
Iteration 153Q: 22 clusters Score -1.664105e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23174 members 
Mstep: Class 3 contains 21449 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 170056 members 
Mstep: Class 8 contains 208372 members 
Mstep: Class 9 contains 165271 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188946 members 
Mstep: Class 12 contains 73807 members 
Mstep: Class 13 contains 46540 members 
Mstep: Class 14 contains 9936 members 
Mstep: Class 15 contains 159536 members 
Mstep: Class 16 contains 37393 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185001 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8419 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410768.000000 Penalty: 73383.539062
Iteration 154Q: 22 clusters Score -1.664108e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 21444 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 170040 members 
Mstep: Class 8 contains 208359 members 
Mstep: Class 9 contains 165263 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188959 members 
Mstep: Class 12 contains 73812 members 
Mstep: Class 13 contains 46540 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 159568 members 
Mstep: Class 16 contains 37371 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185029 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410848.000000 Penalty: 73383.539062
Iteration 155Q: 22 clusters Score -1.664108e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23157 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 169992 members 
Mstep: Class 8 contains 208338 members 
Mstep: Class 9 contains 165245 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188968 members 
Mstep: Class 12 contains 73829 members 
Mstep: Class 13 contains 46546 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 159559 members 
Mstep: Class 16 contains 37355 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185117 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411056.000000 Penalty: 73383.539062
Iteration 156Q: 22 clusters Score -1.664111e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23153 members 
Mstep: Class 3 contains 21437 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 169956 members 
Mstep: Class 8 contains 208319 members 
Mstep: Class 9 contains 165237 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188985 members 
Mstep: Class 12 contains 73837 members 
Mstep: Class 13 contains 46535 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 159583 members 
Mstep: Class 16 contains 37344 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185148 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411088.000000 Penalty: 73383.539062
Iteration 157Q: 22 clusters Score -1.664111e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23149 members 
Mstep: Class 3 contains 21435 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169921 members 
Mstep: Class 8 contains 208299 members 
Mstep: Class 9 contains 165222 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189018 members 
Mstep: Class 12 contains 73847 members 
Mstep: Class 13 contains 46518 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 159572 members 
Mstep: Class 16 contains 37335 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185208 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411120.000000 Penalty: 73383.539062
Iteration 158Q: 22 clusters Score -1.664111e+08 nChanged 740
Entering ConstructFrom: 
Score: -166411120.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -115190.945312 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -115190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113280.289062 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -113280.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113600.023438 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -113600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113707.046875 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -113707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113767.656250 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -113767.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113832.101562 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -113832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113886.382812 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -113886.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113931.703125 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -113931.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113960.500000 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -113960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -113981.570312 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -113981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114004.648438 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -114004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114013.984375 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -114014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114021.734375 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -114021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114026.421875 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -114026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -114030.671875 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -114030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -114032.531250 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -114032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114036.921875 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -114036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114043.492188 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -114043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114044.742188 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -114044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114044.742188 Penalty: 3408.575439
	Iteration 18F: 3 clusters Score -114044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Entering Unmasked Estep 
Score: -2982429.500000 Penalty: 2492.305908
	Iteration 0F: 2 clusters Score -2982430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2966445.750000 Penalty: 4984.611816
	Iteration 0F: 3 clusters Score -2966446 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2972114.750000 Penalty: 4984.611816
	Iteration 1F: 3 clusters Score -2972115 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2972790.750000 Penalty: 4984.611816
	Iteration 2F: 3 clusters Score -2972791 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2973438.750000 Penalty: 4984.611816
	Iteration 3F: 3 clusters Score -2973439 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2974110.250000 Penalty: 4984.611816
	Iteration 4F: 3 clusters Score -2974110 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2974847.000000 Penalty: 4984.611816
	Iteration 5F: 3 clusters Score -2974847 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2975660.250000 Penalty: 4984.611816
	Iteration 6F: 3 clusters Score -2975660 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2976461.500000 Penalty: 4984.611816
	Iteration 7F: 3 clusters Score -2976462 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2977390.500000 Penalty: 4984.611816
	Iteration 8F: 3 clusters Score -2977390 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2978229.250000 Penalty: 4984.611816
	Iteration 9Q: 3 clusters Score -2978229 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2978733.250000 Penalty: 4984.611816
	Iteration 10Q: 3 clusters Score -2978733 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2979032.250000 Penalty: 4984.611816
	Iteration 11Q: 3 clusters Score -2979032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2979227.000000 Penalty: 4984.611816
	Iteration 12Q: 3 clusters Score -2979227 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2979418.500000 Penalty: 4984.611816
	Iteration 13Q: 3 clusters Score -2979418 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2979623.750000 Penalty: 4984.611816
	Iteration 14Q: 3 clusters Score -2979624 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2979808.750000 Penalty: 4984.611816
	Iteration 15Q: 3 clusters Score -2979809 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2979986.000000 Penalty: 4984.611816
	Iteration 16Q: 3 clusters Score -2979986 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2980176.000000 Penalty: 4984.611816
	Iteration 17Q: 3 clusters Score -2980176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2980325.000000 Penalty: 4984.611816
	Iteration 18Q: 3 clusters Score -2980325 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2980445.750000 Penalty: 4984.611816
	Iteration 19Q: 3 clusters Score -2980446 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2980517.000000 Penalty: 4984.611816
	Iteration 20F: 3 clusters Score -2980517 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2980585.000000 Penalty: 4984.611816
	Iteration 21Q: 3 clusters Score -2980585 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2980633.500000 Penalty: 4984.611816
	Iteration 22Q: 3 clusters Score -2980634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2980674.000000 Penalty: 4984.611816
	Iteration 23Q: 3 clusters Score -2980674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2980713.250000 Penalty: 4984.611816
	Iteration 24Q: 3 clusters Score -2980713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2980749.000000 Penalty: 4984.611816
	Iteration 25Q: 3 clusters Score -2980749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2980780.250000 Penalty: 4984.611816
	Iteration 26Q: 3 clusters Score -2980780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2980806.500000 Penalty: 4984.611816
	Iteration 27Q: 3 clusters Score -2980806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2980831.250000 Penalty: 4984.611816
	Iteration 28Q: 3 clusters Score -2980831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2980842.750000 Penalty: 4984.611816
	Iteration 29Q: 3 clusters Score -2980843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2980850.750000 Penalty: 4984.611816
	Iteration 30Q: 3 clusters Score -2980851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2980868.250000 Penalty: 4984.611816
	Iteration 31Q: 3 clusters Score -2980868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2980880.250000 Penalty: 4984.611816
	Iteration 32Q: 3 clusters Score -2980880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2980892.500000 Penalty: 4984.611816
	Iteration 33Q: 3 clusters Score -2980892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2980906.250000 Penalty: 4984.611816
	Iteration 34Q: 3 clusters Score -2980906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2980917.000000 Penalty: 4984.611816
	Iteration 35Q: 3 clusters Score -2980917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2980921.250000 Penalty: 4984.611816
	Iteration 36Q: 3 clusters Score -2980921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2980922.500000 Penalty: 4984.611816
	Iteration 37Q: 3 clusters Score -2980922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2980926.250000 Penalty: 4984.611816
	Iteration 38Q: 3 clusters Score -2980926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2980930.500000 Penalty: 4984.611816
	Iteration 39Q: 3 clusters Score -2980930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2980935.250000 Penalty: 4984.611816
	Iteration 40F: 3 clusters Score -2980935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2980934.250000 Penalty: 4984.611816
	Iteration 41Q: 3 clusters Score -2980934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2980934.500000 Penalty: 4984.611816
	Iteration 42Q: 3 clusters Score -2980934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2980943.250000 Penalty: 4984.611816
	Iteration 43Q: 3 clusters Score -2980943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2980952.500000 Penalty: 4984.611816
	Iteration 44Q: 3 clusters Score -2980952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2980957.750000 Penalty: 4984.611816
	Iteration 45Q: 3 clusters Score -2980958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2980958.000000 Penalty: 4984.611816
	Iteration 46Q: 3 clusters Score -2980958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2980967.250000 Penalty: 4984.611816
	Iteration 47Q: 3 clusters Score -2980967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2980968.000000 Penalty: 4984.611816
	Iteration 48Q: 3 clusters Score -2980968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2980975.750000 Penalty: 4984.611816
	Iteration 49Q: 3 clusters Score -2980976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2980976.000000 Penalty: 4984.611816
	Iteration 50Q: 3 clusters Score -2980976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2980977.250000 Penalty: 4984.611816
	Iteration 51Q: 3 clusters Score -2980977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2980984.000000 Penalty: 4984.611816
	Iteration 52Q: 3 clusters Score -2980984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2980984.750000 Penalty: 4984.611816
	Iteration 53Q: 3 clusters Score -2980985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2980981.000000 Penalty: 4984.611816
	Iteration 54Q: 3 clusters Score -2980981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2980984.750000 Penalty: 4984.611816
	Iteration 55Q: 3 clusters Score -2980985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2980986.750000 Penalty: 4984.611816
	Iteration 56Q: 3 clusters Score -2980987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2980991.750000 Penalty: 4984.611816
	Iteration 57Q: 3 clusters Score -2980992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2980992.750000 Penalty: 4984.611816
	Iteration 58Q: 3 clusters Score -2980993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2980992.250000 Penalty: 4984.611816
	Iteration 59Q: 3 clusters Score -2980992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2980991.250000 Penalty: 4984.611816
	Iteration 60F: 3 clusters Score -2980991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2980990.000000 Penalty: 4984.611816
	Iteration 61Q: 3 clusters Score -2980990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2980995.500000 Penalty: 4984.611816
	Iteration 62Q: 3 clusters Score -2980996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2980994.000000 Penalty: 4984.611816
	Iteration 63Q: 3 clusters Score -2980994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2980993.750000 Penalty: 4984.611816
	Iteration 64Q: 3 clusters Score -2980994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2980995.500000 Penalty: 4984.611816
	Iteration 65Q: 3 clusters Score -2980996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2980995.000000 Penalty: 4984.611816
	Iteration 66Q: 3 clusters Score -2980995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2980999.750000 Penalty: 4984.611816
	Iteration 67Q: 3 clusters Score -2981000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2980997.000000 Penalty: 4984.611816
	Iteration 68Q: 3 clusters Score -2980997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2980998.500000 Penalty: 4984.611816
	Iteration 69Q: 3 clusters Score -2980998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2980998.750000 Penalty: 4984.611816
	Iteration 70Q: 3 clusters Score -2980999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2980998.250000 Penalty: 4984.611816
	Iteration 71Q: 3 clusters Score -2980998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2980995.250000 Penalty: 4984.611816
	Iteration 72Q: 3 clusters Score -2980995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2980998.500000 Penalty: 4984.611816
	Iteration 73Q: 3 clusters Score -2980998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2981000.250000 Penalty: 4984.611816
	Iteration 74Q: 3 clusters Score -2981000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2981005.500000 Penalty: 4984.611816
	Iteration 75Q: 3 clusters Score -2981006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2981004.750000 Penalty: 4984.611816
	Iteration 76Q: 3 clusters Score -2981005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2981007.500000 Penalty: 4984.611816
	Iteration 77Q: 3 clusters Score -2981008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2981000.750000 Penalty: 4984.611816
	Iteration 78Q: 3 clusters Score -2981001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2981004.750000 Penalty: 4984.611816
	Iteration 79Q: 3 clusters Score -2981005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2981008.750000 Penalty: 4984.611816
	Iteration 80F: 3 clusters Score -2981009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2981011.750000 Penalty: 4984.611816
	Iteration 81Q: 3 clusters Score -2981012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2981010.750000 Penalty: 4984.611816
	Iteration 82Q: 3 clusters Score -2981011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2981015.500000 Penalty: 4984.611816
	Iteration 83Q: 3 clusters Score -2981016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2981015.500000 Penalty: 4984.611816
	Iteration 84F: 3 clusters Score -2981016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Entering Unmasked Estep 
Score: -2792376.250000 Penalty: 2473.307373
	Iteration 0F: 2 clusters Score -2792376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2777422.250000 Penalty: 4946.614746
	Iteration 0F: 3 clusters Score -2777422 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2782483.000000 Penalty: 4946.614746
	Iteration 1F: 3 clusters Score -2782483 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2782918.250000 Penalty: 4946.614746
	Iteration 2F: 3 clusters Score -2782918 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2783307.250000 Penalty: 4946.614746
	Iteration 3Q: 3 clusters Score -2783307 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2783742.000000 Penalty: 4946.614746
	Iteration 4Q: 3 clusters Score -2783742 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2784279.750000 Penalty: 4946.614746
	Iteration 5Q: 3 clusters Score -2784280 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2784907.750000 Penalty: 4946.614746
	Iteration 6F: 3 clusters Score -2784908 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2785716.000000 Penalty: 4946.614746
	Iteration 7F: 3 clusters Score -2785716 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2786724.000000 Penalty: 4946.614746
	Iteration 8F: 3 clusters Score -2786724 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2787843.250000 Penalty: 4946.614746
	Iteration 9F: 3 clusters Score -2787843 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2788830.750000 Penalty: 4946.614746
	Iteration 10Q: 3 clusters Score -2788831 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2789462.750000 Penalty: 4946.614746
	Iteration 11Q: 3 clusters Score -2789463 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2789803.750000 Penalty: 4946.614746
	Iteration 12Q: 3 clusters Score -2789804 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2789964.250000 Penalty: 4946.614746
	Iteration 13Q: 3 clusters Score -2789964 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2790077.250000 Penalty: 4946.614746
	Iteration 14Q: 3 clusters Score -2790077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2790147.750000 Penalty: 4946.614746
	Iteration 15Q: 3 clusters Score -2790148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2790197.250000 Penalty: 4946.614746
	Iteration 16Q: 3 clusters Score -2790197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2790230.000000 Penalty: 4946.614746
	Iteration 17Q: 3 clusters Score -2790230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2790255.000000 Penalty: 4946.614746
	Iteration 18Q: 3 clusters Score -2790255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2790283.000000 Penalty: 4946.614746
	Iteration 19Q: 3 clusters Score -2790283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2790310.500000 Penalty: 4946.614746
	Iteration 20F: 3 clusters Score -2790310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2790326.000000 Penalty: 4946.614746
	Iteration 21Q: 3 clusters Score -2790326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2790339.750000 Penalty: 4946.614746
	Iteration 22Q: 3 clusters Score -2790340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2790347.500000 Penalty: 4946.614746
	Iteration 23Q: 3 clusters Score -2790348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2790363.250000 Penalty: 4946.614746
	Iteration 24Q: 3 clusters Score -2790363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2790370.250000 Penalty: 4946.614746
	Iteration 25Q: 3 clusters Score -2790370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2790380.750000 Penalty: 4946.614746
	Iteration 26Q: 3 clusters Score -2790381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2790389.750000 Penalty: 4946.614746
	Iteration 27Q: 3 clusters Score -2790390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2790386.750000 Penalty: 4946.614746
	Iteration 28Q: 3 clusters Score -2790387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2790402.750000 Penalty: 4946.614746
	Iteration 29Q: 3 clusters Score -2790403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2790410.500000 Penalty: 4946.614746
	Iteration 30Q: 3 clusters Score -2790410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2790420.250000 Penalty: 4946.614746
	Iteration 31Q: 3 clusters Score -2790420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2790426.250000 Penalty: 4946.614746
	Iteration 32Q: 3 clusters Score -2790426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2790432.250000 Penalty: 4946.614746
	Iteration 33Q: 3 clusters Score -2790432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2790445.000000 Penalty: 4946.614746
	Iteration 34Q: 3 clusters Score -2790445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2790454.000000 Penalty: 4946.614746
	Iteration 35Q: 3 clusters Score -2790454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2790457.000000 Penalty: 4946.614746
	Iteration 36Q: 3 clusters Score -2790457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2790464.000000 Penalty: 4946.614746
	Iteration 37Q: 3 clusters Score -2790464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2790466.500000 Penalty: 4946.614746
	Iteration 38Q: 3 clusters Score -2790466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2790467.750000 Penalty: 4946.614746
	Iteration 39Q: 3 clusters Score -2790468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2790472.500000 Penalty: 4946.614746
	Iteration 40F: 3 clusters Score -2790472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2790476.250000 Penalty: 4946.614746
	Iteration 41Q: 3 clusters Score -2790476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2790485.750000 Penalty: 4946.614746
	Iteration 42Q: 3 clusters Score -2790486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2790486.500000 Penalty: 4946.614746
	Iteration 43Q: 3 clusters Score -2790486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2790485.250000 Penalty: 4946.614746
	Iteration 44Q: 3 clusters Score -2790485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2790485.750000 Penalty: 4946.614746
	Iteration 45Q: 3 clusters Score -2790486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2790482.500000 Penalty: 4946.614746
	Iteration 46Q: 3 clusters Score -2790482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2790489.500000 Penalty: 4946.614746
	Iteration 47Q: 3 clusters Score -2790490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2790489.750000 Penalty: 4946.614746
	Iteration 48Q: 3 clusters Score -2790490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2790496.500000 Penalty: 4946.614746
	Iteration 49Q: 3 clusters Score -2790496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2790498.250000 Penalty: 4946.614746
	Iteration 50Q: 3 clusters Score -2790498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2790499.750000 Penalty: 4946.614746
	Iteration 51Q: 3 clusters Score -2790500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2790497.750000 Penalty: 4946.614746
	Iteration 52Q: 3 clusters Score -2790498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2790497.750000 Penalty: 4946.614746
	Iteration 53Q: 3 clusters Score -2790498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2790497.000000 Penalty: 4946.614746
	Iteration 54Q: 3 clusters Score -2790497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2790495.750000 Penalty: 4946.614746
	Iteration 55Q: 3 clusters Score -2790496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2790501.250000 Penalty: 4946.614746
	Iteration 56Q: 3 clusters Score -2790501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2790500.000000 Penalty: 4946.614746
	Iteration 57Q: 3 clusters Score -2790500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2790500.000000 Penalty: 4946.614746
	Iteration 58F: 3 clusters Score -2790500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -542732.500000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -542732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -538614.250000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -538614.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -539607.625000 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -539607.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -539834.312500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -539834.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -539962.562500 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -539962.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -540036.375000 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -540036.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -540092.687500 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -540092.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -540138.062500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -540138.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -540173.937500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -540173.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -540204.312500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -540204.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -540227.437500 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -540227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -540244.500000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -540244.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -540262.312500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -540262.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -540275.687500 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -540275.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -540287.437500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -540287.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -540296.875000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -540296.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -540306.375000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -540306.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -540315.312500 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -540315.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -540324.625000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -540324.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -540332.125000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -540332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -540339.125000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -540339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -540342.500000 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -540342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -540346.875000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -540346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -540350.500000 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -540350.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -540352.562500 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -540352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -540355.125000 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -540355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -540358.000000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -540358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -540359.500000 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -540359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -540363.875000 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -540363.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -540367.312500 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -540367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -540369.937500 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -540369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -540370.250000 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -540370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -540372.375000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -540372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -540371.750000 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -540371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -540373.937500 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -540373.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -540373.937500 Penalty: 4151.676758
	Iteration 34F: 3 clusters Score -540373.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 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 251 members 
Entering Unmasked Estep 
Score: -51121.117188 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51121.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51572.027344 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51572.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51926.265625 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51926.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52444.847656 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -52444.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52648.914062 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -52648.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52722.550781 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52722.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52802.382812 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52802.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52823.246094 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52823.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52833.957031 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52833.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52835.578125 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52835.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52835.578125 Penalty: 3104.752441
	Iteration 10F: 3 clusters Score -52835.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23147 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 131 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 208289 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189047 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159548 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185222 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 392 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166409712.000000 Penalty: 76877.992188
Splitting cluster 5 changes total score from -166411120.000000 to -166409712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -357794.562500 Penalty: 1985.909546
	Iteration 0F: 2 clusters Score -357794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -354688.062500 Penalty: 3971.819092
	Iteration 0F: 3 clusters Score -354688.1 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -355596.375000 Penalty: 3971.819092
	Iteration 1F: 3 clusters Score -355596.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -355919.531250 Penalty: 3971.819092
	Iteration 2F: 3 clusters Score -355919.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -356155.062500 Penalty: 3971.819092
	Iteration 3F: 3 clusters Score -356155.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -356375.812500 Penalty: 3971.819092
	Iteration 4F: 3 clusters Score -356375.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -356572.593750 Penalty: 3971.819092
	Iteration 5Q: 3 clusters Score -356572.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -356689.593750 Penalty: 3971.819092
	Iteration 6Q: 3 clusters Score -356689.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -356812.093750 Penalty: 3971.819092
	Iteration 7Q: 3 clusters Score -356812.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -356918.812500 Penalty: 3971.819092
	Iteration 8Q: 3 clusters Score -356918.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -357005.750000 Penalty: 3971.819092
	Iteration 9Q: 3 clusters Score -357005.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -357087.468750 Penalty: 3971.819092
	Iteration 10Q: 3 clusters Score -357087.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -357159.218750 Penalty: 3971.819092
	Iteration 11Q: 3 clusters Score -357159.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -357209.843750 Penalty: 3971.819092
	Iteration 12Q: 3 clusters Score -357209.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -357244.062500 Penalty: 3971.819092
	Iteration 13Q: 3 clusters Score -357244.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -357275.500000 Penalty: 3971.819092
	Iteration 14Q: 3 clusters Score -357275.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -357303.531250 Penalty: 3971.819092
	Iteration 15Q: 3 clusters Score -357303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -357313.656250 Penalty: 3971.819092
	Iteration 16Q: 3 clusters Score -357313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -357322.968750 Penalty: 3971.819092
	Iteration 17Q: 3 clusters Score -357323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -357332.218750 Penalty: 3971.819092
	Iteration 18Q: 3 clusters Score -357332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -357341.750000 Penalty: 3971.819092
	Iteration 19Q: 3 clusters Score -357341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -357345.687500 Penalty: 3971.819092
	Iteration 20F: 3 clusters Score -357345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -357348.593750 Penalty: 3971.819092
	Iteration 21Q: 3 clusters Score -357348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -357351.468750 Penalty: 3971.819092
	Iteration 22Q: 3 clusters Score -357351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -357356.812500 Penalty: 3971.819092
	Iteration 23Q: 3 clusters Score -357356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -357359.218750 Penalty: 3971.819092
	Iteration 24Q: 3 clusters Score -357359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -357360.437500 Penalty: 3971.819092
	Iteration 25Q: 3 clusters Score -357360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -357360.437500 Penalty: 3971.819092
	Iteration 26F: 3 clusters Score -357360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Entering Unmasked Estep 
Score: -21816214.000000 Penalty: 2986.653809
	Iteration 0F: 2 clusters Score -2.181621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -21703512.000000 Penalty: 5973.307617
	Iteration 0F: 3 clusters Score -2.170351e+07 nChanged 81362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -21750962.000000 Penalty: 5973.307617
	Iteration 1F: 3 clusters Score -2.175096e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -21752132.000000 Penalty: 5973.307617
	Iteration 2Q: 3 clusters Score -2.175213e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -21753536.000000 Penalty: 5973.307617
	Iteration 3Q: 3 clusters Score -2.175354e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -21755510.000000 Penalty: 5973.307617
	Iteration 4Q: 3 clusters Score -2.175551e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -21758298.000000 Penalty: 5973.307617
	Iteration 5Q: 3 clusters Score -2.17583e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -21762646.000000 Penalty: 5973.307617
	Iteration 6Q: 3 clusters Score -2.176265e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -21769272.000000 Penalty: 5973.307617
	Iteration 7F: 3 clusters Score -2.176927e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -21778096.000000 Penalty: 5973.307617
	Iteration 8F: 3 clusters Score -2.17781e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -21787460.000000 Penalty: 5973.307617
	Iteration 9F: 3 clusters Score -2.178746e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -21792770.000000 Penalty: 5973.307617
	Iteration 10F: 3 clusters Score -2.179277e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -21794874.000000 Penalty: 5973.307617
	Iteration 11Q: 3 clusters Score -2.179487e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -21795872.000000 Penalty: 5973.307617
	Iteration 12Q: 3 clusters Score -2.179587e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -21796734.000000 Penalty: 5973.307617
	Iteration 13Q: 3 clusters Score -2.179673e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -21797572.000000 Penalty: 5973.307617
	Iteration 14Q: 3 clusters Score -2.179757e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -21798280.000000 Penalty: 5973.307617
	Iteration 15Q: 3 clusters Score -2.179828e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -21799110.000000 Penalty: 5973.307617
	Iteration 16Q: 3 clusters Score -2.179911e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -21800014.000000 Penalty: 5973.307617
	Iteration 17Q: 3 clusters Score -2.180001e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -21800946.000000 Penalty: 5973.307617
	Iteration 18Q: 3 clusters Score -2.180095e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -21801716.000000 Penalty: 5973.307617
	Iteration 19Q: 3 clusters Score -2.180172e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -21802666.000000 Penalty: 5973.307617
	Iteration 20F: 3 clusters Score -2.180267e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -21803752.000000 Penalty: 5973.307617
	Iteration 21Q: 3 clusters Score -2.180375e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 109920 members 
Entering Unmasked Estep 
Score: -21805024.000000 Penalty: 5973.307617
	Iteration 22Q: 3 clusters Score -2.180502e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -21806300.000000 Penalty: 5973.307617
	Iteration 23Q: 3 clusters Score -2.18063e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -21807250.000000 Penalty: 5973.307617
	Iteration 24Q: 3 clusters Score -2.180725e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -21807970.000000 Penalty: 5973.307617
	Iteration 25Q: 3 clusters Score -2.180797e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -21808672.000000 Penalty: 5973.307617
	Iteration 26Q: 3 clusters Score -2.180867e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -21809160.000000 Penalty: 5973.307617
	Iteration 27Q: 3 clusters Score -2.180916e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -21809560.000000 Penalty: 5973.307617
	Iteration 28Q: 3 clusters Score -2.180956e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -21809916.000000 Penalty: 5973.307617
	Iteration 29Q: 3 clusters Score -2.180992e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -21810088.000000 Penalty: 5973.307617
	Iteration 30Q: 3 clusters Score -2.181009e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -21810332.000000 Penalty: 5973.307617
	Iteration 31Q: 3 clusters Score -2.181033e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -21810518.000000 Penalty: 5973.307617
	Iteration 32Q: 3 clusters Score -2.181052e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -21810780.000000 Penalty: 5973.307617
	Iteration 33Q: 3 clusters Score -2.181078e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -21810976.000000 Penalty: 5973.307617
	Iteration 34Q: 3 clusters Score -2.181098e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 128770 members 
Entering Unmasked Estep 
Score: -21811178.000000 Penalty: 5973.307617
	Iteration 35Q: 3 clusters Score -2.181118e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -21811330.000000 Penalty: 5973.307617
	Iteration 36Q: 3 clusters Score -2.181133e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -21811494.000000 Penalty: 5973.307617
	Iteration 37Q: 3 clusters Score -2.181149e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -21811598.000000 Penalty: 5973.307617
	Iteration 38Q: 3 clusters Score -2.18116e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 132535 members 
Entering Unmasked Estep 
Score: -21811720.000000 Penalty: 5973.307617
	Iteration 39Q: 3 clusters Score -2.181172e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -21811892.000000 Penalty: 5973.307617
	Iteration 40F: 3 clusters Score -2.181189e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -21812002.000000 Penalty: 5973.307617
	Iteration 41Q: 3 clusters Score -2.1812e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 135246 members 
Entering Unmasked Estep 
Score: -21812200.000000 Penalty: 5973.307617
	Iteration 42Q: 3 clusters Score -2.18122e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -21812450.000000 Penalty: 5973.307617
	Iteration 43Q: 3 clusters Score -2.181245e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -21812738.000000 Penalty: 5973.307617
	Iteration 44Q: 3 clusters Score -2.181274e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -21812928.000000 Penalty: 5973.307617
	Iteration 45Q: 3 clusters Score -2.181293e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -21813096.000000 Penalty: 5973.307617
	Iteration 46Q: 3 clusters Score -2.18131e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -21813266.000000 Penalty: 5973.307617
	Iteration 47Q: 3 clusters Score -2.181327e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -21813436.000000 Penalty: 5973.307617
	Iteration 48Q: 3 clusters Score -2.181344e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 141446 members 
Entering Unmasked Estep 
Score: -21813512.000000 Penalty: 5973.307617
	Iteration 49Q: 3 clusters Score -2.181351e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 142222 members 
Entering Unmasked Estep 
Score: -21813632.000000 Penalty: 5973.307617
	Iteration 50Q: 3 clusters Score -2.181363e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -21813802.000000 Penalty: 5973.307617
	Iteration 51Q: 3 clusters Score -2.18138e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -21813940.000000 Penalty: 5973.307617
	Iteration 52Q: 3 clusters Score -2.181394e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 144403 members 
Entering Unmasked Estep 
Score: -21814112.000000 Penalty: 5973.307617
	Iteration 53Q: 3 clusters Score -2.181411e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -21814306.000000 Penalty: 5973.307617
	Iteration 54Q: 3 clusters Score -2.181431e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -21814390.000000 Penalty: 5973.307617
	Iteration 55Q: 3 clusters Score -2.181439e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 146525 members 
Entering Unmasked Estep 
Score: -21814532.000000 Penalty: 5973.307617
	Iteration 56Q: 3 clusters Score -2.181453e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -21814744.000000 Penalty: 5973.307617
	Iteration 57Q: 3 clusters Score -2.181474e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 147937 members 
Entering Unmasked Estep 
Score: -21814844.000000 Penalty: 5973.307617
	Iteration 58Q: 3 clusters Score -2.181484e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -21815034.000000 Penalty: 5973.307617
	Iteration 59Q: 3 clusters Score -2.181503e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 149321 members 
Entering Unmasked Estep 
Score: -21815142.000000 Penalty: 5973.307617
	Iteration 60F: 3 clusters Score -2.181514e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -21815312.000000 Penalty: 5973.307617
	Iteration 61Q: 3 clusters Score -2.181531e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -21815408.000000 Penalty: 5973.307617
	Iteration 62Q: 3 clusters Score -2.181541e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -21815504.000000 Penalty: 5973.307617
	Iteration 63Q: 3 clusters Score -2.18155e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -21815652.000000 Penalty: 5973.307617
	Iteration 64Q: 3 clusters Score -2.181565e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 152760 members 
Entering Unmasked Estep 
Score: -21815818.000000 Penalty: 5973.307617
	Iteration 65Q: 3 clusters Score -2.181582e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -21815898.000000 Penalty: 5973.307617
	Iteration 66Q: 3 clusters Score -2.18159e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -21816084.000000 Penalty: 5973.307617
	Iteration 67Q: 3 clusters Score -2.181608e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -21816148.000000 Penalty: 5973.307617
	Iteration 68Q: 3 clusters Score -2.181615e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -21816202.000000 Penalty: 5973.307617
	Iteration 69Q: 3 clusters Score -2.18162e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -21816312.000000 Penalty: 5973.307617
	Iteration 70Q: 3 clusters Score -2.181631e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -21816418.000000 Penalty: 5973.307617
	Iteration 71Q: 3 clusters Score -2.181642e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -21816500.000000 Penalty: 5973.307617
	Iteration 72Q: 3 clusters Score -2.18165e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -21816626.000000 Penalty: 5973.307617
	Iteration 73Q: 3 clusters Score -2.181663e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -21816672.000000 Penalty: 5973.307617
	Iteration 74Q: 3 clusters Score -2.181667e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -21816738.000000 Penalty: 5973.307617
	Iteration 75Q: 3 clusters Score -2.181674e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -21816714.000000 Penalty: 5973.307617
	Iteration 76Q: 3 clusters Score -2.181671e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21816748.000000 Penalty: 5973.307617
	Iteration 77Q: 3 clusters Score -2.181675e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -21816806.000000 Penalty: 5973.307617
	Iteration 78Q: 3 clusters Score -2.181681e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -21816868.000000 Penalty: 5973.307617
	Iteration 79Q: 3 clusters Score -2.181687e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -21816904.000000 Penalty: 5973.307617
	Iteration 80F: 3 clusters Score -2.18169e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -21816884.000000 Penalty: 5973.307617
	Iteration 81Q: 3 clusters Score -2.181688e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -21816842.000000 Penalty: 5973.307617
	Iteration 82Q: 3 clusters Score -2.181684e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 162015 members 
Entering Unmasked Estep 
Score: -21816862.000000 Penalty: 5973.307617
	Iteration 83Q: 3 clusters Score -2.181686e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -21816826.000000 Penalty: 5973.307617
	Iteration 84Q: 3 clusters Score -2.181683e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -21816774.000000 Penalty: 5973.307617
	Iteration 85Q: 3 clusters Score -2.181677e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -21816714.000000 Penalty: 5973.307617
	Iteration 86Q: 3 clusters Score -2.181671e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -21816716.000000 Penalty: 5973.307617
	Iteration 87Q: 3 clusters Score -2.181672e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -21816708.000000 Penalty: 5973.307617
	Iteration 88Q: 3 clusters Score -2.181671e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -21816678.000000 Penalty: 5973.307617
	Iteration 89Q: 3 clusters Score -2.181668e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -21816632.000000 Penalty: 5973.307617
	Iteration 90Q: 3 clusters Score -2.181663e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -21816630.000000 Penalty: 5973.307617
	Iteration 91Q: 3 clusters Score -2.181663e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -21816550.000000 Penalty: 5973.307617
	Iteration 92Q: 3 clusters Score -2.181655e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 164453 members 
Entering Unmasked Estep 
Score: -21816510.000000 Penalty: 5973.307617
	Iteration 93Q: 3 clusters Score -2.181651e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -21816480.000000 Penalty: 5973.307617
	Iteration 94Q: 3 clusters Score -2.181648e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 164686 members 
Entering Unmasked Estep 
Score: -21816440.000000 Penalty: 5973.307617
	Iteration 95Q: 3 clusters Score -2.181644e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -21816436.000000 Penalty: 5973.307617
	Iteration 96Q: 3 clusters Score -2.181644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -21816414.000000 Penalty: 5973.307617
	Iteration 97Q: 3 clusters Score -2.181641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -21816386.000000 Penalty: 5973.307617
	Iteration 98Q: 3 clusters Score -2.181639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -21816366.000000 Penalty: 5973.307617
	Iteration 99Q: 3 clusters Score -2.181637e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 165142 members 
Entering Unmasked Estep 
Score: -21816360.000000 Penalty: 5973.307617
	Iteration 100F: 3 clusters Score -2.181636e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -21816378.000000 Penalty: 5973.307617
	Iteration 101Q: 3 clusters Score -2.181638e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -21816304.000000 Penalty: 5973.307617
	Iteration 102Q: 3 clusters Score -2.18163e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 165392 members 
Entering Unmasked Estep 
Score: -21816288.000000 Penalty: 5973.307617
	Iteration 103Q: 3 clusters Score -2.181629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -21816272.000000 Penalty: 5973.307617
	Iteration 104Q: 3 clusters Score -2.181627e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -21816230.000000 Penalty: 5973.307617
	Iteration 105Q: 3 clusters Score -2.181623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 165549 members 
Entering Unmasked Estep 
Score: -21816218.000000 Penalty: 5973.307617
	Iteration 106Q: 3 clusters Score -2.181622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -21816220.000000 Penalty: 5973.307617
	Iteration 107Q: 3 clusters Score -2.181622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -21816264.000000 Penalty: 5973.307617
	Iteration 108Q: 3 clusters Score -2.181626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -21816220.000000 Penalty: 5973.307617
	Iteration 109Q: 3 clusters Score -2.181622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -21816218.000000 Penalty: 5973.307617
	Iteration 110Q: 3 clusters Score -2.181622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -21816208.000000 Penalty: 5973.307617
	Iteration 111Q: 3 clusters Score -2.181621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -21816194.000000 Penalty: 5973.307617
	Iteration 112Q: 3 clusters Score -2.181619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 165712 members 
Entering Unmasked Estep 
Score: -21816202.000000 Penalty: 5973.307617
	Iteration 113Q: 3 clusters Score -2.18162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 165728 members 
Entering Unmasked Estep 
Score: -21816212.000000 Penalty: 5973.307617
	Iteration 114Q: 3 clusters Score -2.181621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -21816232.000000 Penalty: 5973.307617
	Iteration 115Q: 3 clusters Score -2.181623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -21816210.000000 Penalty: 5973.307617
	Iteration 116Q: 3 clusters Score -2.181621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 165761 members 
Entering Unmasked Estep 
Score: -21816202.000000 Penalty: 5973.307617
	Iteration 117Q: 3 clusters Score -2.18162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -21816204.000000 Penalty: 5973.307617
	Iteration 118Q: 3 clusters Score -2.18162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -21816206.000000 Penalty: 5973.307617
	Iteration 119Q: 3 clusters Score -2.181621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -21816222.000000 Penalty: 5973.307617
	Iteration 120F: 3 clusters Score -2.181622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -21816216.000000 Penalty: 5973.307617
	Iteration 121Q: 3 clusters Score -2.181622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -21816210.000000 Penalty: 5973.307617
	Iteration 122Q: 3 clusters Score -2.181621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -21816198.000000 Penalty: 5973.307617
	Iteration 123Q: 3 clusters Score -2.18162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -21816188.000000 Penalty: 5973.307617
	Iteration 124Q: 3 clusters Score -2.181619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -21816194.000000 Penalty: 5973.307617
	Iteration 125Q: 3 clusters Score -2.181619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -21816194.000000 Penalty: 5973.307617
	Iteration 126Q: 3 clusters Score -2.181619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -21816194.000000 Penalty: 5973.307617
	Iteration 127F: 3 clusters Score -2.181619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208289 members 
Entering Unmasked Estep 
Score: -27005942.000000 Penalty: 3037.177246
	Iteration 0F: 2 clusters Score -2.700594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -26900820.000000 Penalty: 6074.354492
	Iteration 0F: 3 clusters Score -2.690082e+07 nChanged 100454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -26959420.000000 Penalty: 6074.354492
	Iteration 1F: 3 clusters Score -2.695942e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -26960174.000000 Penalty: 6074.354492
	Iteration 2Q: 3 clusters Score -2.696017e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -26961488.000000 Penalty: 6074.354492
	Iteration 3Q: 3 clusters Score -2.696149e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111114 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -26963018.000000 Penalty: 6074.354492
	Iteration 4Q: 3 clusters Score -2.696302e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114757 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -26965540.000000 Penalty: 6074.354492
	Iteration 5Q: 3 clusters Score -2.696554e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119921 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -26969264.000000 Penalty: 6074.354492
	Iteration 6Q: 3 clusters Score -2.696926e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -26974664.000000 Penalty: 6074.354492
	Iteration 7Q: 3 clusters Score -2.697466e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135428 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -26982162.000000 Penalty: 6074.354492
	Iteration 8F: 3 clusters Score -2.698216e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -26991370.000000 Penalty: 6074.354492
	Iteration 9F: 3 clusters Score -2.699137e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -27000620.000000 Penalty: 6074.354492
	Iteration 10F: 3 clusters Score -2.700062e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -27007994.000000 Penalty: 6074.354492
	Iteration 11F: 3 clusters Score -2.700799e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -27012176.000000 Penalty: 6074.354492
	Iteration 12Q: 3 clusters Score -2.701218e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174273 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -27013816.000000 Penalty: 6074.354492
	Iteration 13Q: 3 clusters Score -2.701382e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -27013756.000000 Penalty: 6074.354492
	Iteration 14Q: 3 clusters Score -2.701376e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181126 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -27013252.000000 Penalty: 6074.354492
	Iteration 15Q: 3 clusters Score -2.701325e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183596 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -27012474.000000 Penalty: 6074.354492
	Iteration 16Q: 3 clusters Score -2.701247e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185659 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -27011762.000000 Penalty: 6074.354492
	Iteration 17Q: 3 clusters Score -2.701176e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -27010838.000000 Penalty: 6074.354492
	Iteration 18Q: 3 clusters Score -2.701084e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188964 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -27010098.000000 Penalty: 6074.354492
	Iteration 19Q: 3 clusters Score -2.70101e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190179 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -27009590.000000 Penalty: 6074.354492
	Iteration 20F: 3 clusters Score -2.700959e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -27009096.000000 Penalty: 6074.354492
	Iteration 21Q: 3 clusters Score -2.70091e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192160 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -27008810.000000 Penalty: 6074.354492
	Iteration 22Q: 3 clusters Score -2.700881e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -27008402.000000 Penalty: 6074.354492
	Iteration 23Q: 3 clusters Score -2.70084e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -27008138.000000 Penalty: 6074.354492
	Iteration 24Q: 3 clusters Score -2.700814e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194403 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -27007938.000000 Penalty: 6074.354492
	Iteration 25Q: 3 clusters Score -2.700794e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194978 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -27007676.000000 Penalty: 6074.354492
	Iteration 26Q: 3 clusters Score -2.700768e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195498 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -27007364.000000 Penalty: 6074.354492
	Iteration 27Q: 3 clusters Score -2.700736e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195976 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -27007160.000000 Penalty: 6074.354492
	Iteration 28Q: 3 clusters Score -2.700716e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -27007046.000000 Penalty: 6074.354492
	Iteration 29Q: 3 clusters Score -2.700705e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196696 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -27006926.000000 Penalty: 6074.354492
	Iteration 30Q: 3 clusters Score -2.700693e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197004 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -27006802.000000 Penalty: 6074.354492
	Iteration 31Q: 3 clusters Score -2.70068e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197287 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -27006750.000000 Penalty: 6074.354492
	Iteration 32Q: 3 clusters Score -2.700675e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197561 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -27006686.000000 Penalty: 6074.354492
	Iteration 33Q: 3 clusters Score -2.700669e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197831 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -27006626.000000 Penalty: 6074.354492
	Iteration 34Q: 3 clusters Score -2.700663e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198103 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -27006500.000000 Penalty: 6074.354492
	Iteration 35Q: 3 clusters Score -2.70065e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198367 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -27006400.000000 Penalty: 6074.354492
	Iteration 36Q: 3 clusters Score -2.70064e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198658 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -27006356.000000 Penalty: 6074.354492
	Iteration 37Q: 3 clusters Score -2.700636e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198947 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -27006322.000000 Penalty: 6074.354492
	Iteration 38Q: 3 clusters Score -2.700632e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199252 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -27006292.000000 Penalty: 6074.354492
	Iteration 39Q: 3 clusters Score -2.700629e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199532 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -27006214.000000 Penalty: 6074.354492
	Iteration 40F: 3 clusters Score -2.700621e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199820 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -27006118.000000 Penalty: 6074.354492
	Iteration 41Q: 3 clusters Score -2.700612e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200093 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -27006096.000000 Penalty: 6074.354492
	Iteration 42Q: 3 clusters Score -2.70061e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200351 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -27006026.000000 Penalty: 6074.354492
	Iteration 43Q: 3 clusters Score -2.700603e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200557 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -27005996.000000 Penalty: 6074.354492
	Iteration 44Q: 3 clusters Score -2.7006e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200734 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -27006018.000000 Penalty: 6074.354492
	Iteration 45Q: 3 clusters Score -2.700602e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -27006036.000000 Penalty: 6074.354492
	Iteration 46Q: 3 clusters Score -2.700604e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201084 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -27006038.000000 Penalty: 6074.354492
	Iteration 47Q: 3 clusters Score -2.700604e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201237 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -27006004.000000 Penalty: 6074.354492
	Iteration 48Q: 3 clusters Score -2.7006e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -27005976.000000 Penalty: 6074.354492
	Iteration 49Q: 3 clusters Score -2.700598e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201494 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -27005996.000000 Penalty: 6074.354492
	Iteration 50Q: 3 clusters Score -2.7006e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201614 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -27005994.000000 Penalty: 6074.354492
	Iteration 51Q: 3 clusters Score -2.700599e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201710 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -27005940.000000 Penalty: 6074.354492
	Iteration 52Q: 3 clusters Score -2.700594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -27005914.000000 Penalty: 6074.354492
	Iteration 53Q: 3 clusters Score -2.700591e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201876 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -27005874.000000 Penalty: 6074.354492
	Iteration 54Q: 3 clusters Score -2.700587e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201945 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -27005832.000000 Penalty: 6074.354492
	Iteration 55Q: 3 clusters Score -2.700583e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201997 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -27005828.000000 Penalty: 6074.354492
	Iteration 56Q: 3 clusters Score -2.700583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202040 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -27005850.000000 Penalty: 6074.354492
	Iteration 57Q: 3 clusters Score -2.700585e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202085 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -27005820.000000 Penalty: 6074.354492
	Iteration 58Q: 3 clusters Score -2.700582e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202127 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -27005788.000000 Penalty: 6074.354492
	Iteration 59Q: 3 clusters Score -2.700579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202161 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -27005776.000000 Penalty: 6074.354492
	Iteration 60F: 3 clusters Score -2.700578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202193 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -27005810.000000 Penalty: 6074.354492
	Iteration 61Q: 3 clusters Score -2.700581e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -27005848.000000 Penalty: 6074.354492
	Iteration 62Q: 3 clusters Score -2.700585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202253 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -27005842.000000 Penalty: 6074.354492
	Iteration 63Q: 3 clusters Score -2.700584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -27005834.000000 Penalty: 6074.354492
	Iteration 64Q: 3 clusters Score -2.700583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202329 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -27005838.000000 Penalty: 6074.354492
	Iteration 65Q: 3 clusters Score -2.700584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202361 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -27005818.000000 Penalty: 6074.354492
	Iteration 66Q: 3 clusters Score -2.700582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202388 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -27005844.000000 Penalty: 6074.354492
	Iteration 67Q: 3 clusters Score -2.700584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202422 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -27005848.000000 Penalty: 6074.354492
	Iteration 68Q: 3 clusters Score -2.700585e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202459 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -27005826.000000 Penalty: 6074.354492
	Iteration 69Q: 3 clusters Score -2.700583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202496 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -27005846.000000 Penalty: 6074.354492
	Iteration 70Q: 3 clusters Score -2.700585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202517 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -27005852.000000 Penalty: 6074.354492
	Iteration 71Q: 3 clusters Score -2.700585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202544 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -27005820.000000 Penalty: 6074.354492
	Iteration 72Q: 3 clusters Score -2.700582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202572 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -27005810.000000 Penalty: 6074.354492
	Iteration 73Q: 3 clusters Score -2.700581e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202599 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -27005774.000000 Penalty: 6074.354492
	Iteration 74Q: 3 clusters Score -2.700577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -27005768.000000 Penalty: 6074.354492
	Iteration 75Q: 3 clusters Score -2.700577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202633 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -27005772.000000 Penalty: 6074.354492
	Iteration 76Q: 3 clusters Score -2.700577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -27005756.000000 Penalty: 6074.354492
	Iteration 77Q: 3 clusters Score -2.700576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -27005768.000000 Penalty: 6074.354492
	Iteration 78Q: 3 clusters Score -2.700577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202687 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -27005786.000000 Penalty: 6074.354492
	Iteration 79Q: 3 clusters Score -2.700579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -27005794.000000 Penalty: 6074.354492
	Iteration 80F: 3 clusters Score -2.700579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202727 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -27005820.000000 Penalty: 6074.354492
	Iteration 81Q: 3 clusters Score -2.700582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202752 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -27005804.000000 Penalty: 6074.354492
	Iteration 82Q: 3 clusters Score -2.70058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202780 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -27005760.000000 Penalty: 6074.354492
	Iteration 83Q: 3 clusters Score -2.700576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202797 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -27005766.000000 Penalty: 6074.354492
	Iteration 84Q: 3 clusters Score -2.700577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202814 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -27005774.000000 Penalty: 6074.354492
	Iteration 85Q: 3 clusters Score -2.700577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202832 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -27005764.000000 Penalty: 6074.354492
	Iteration 86Q: 3 clusters Score -2.700576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202843 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -27005780.000000 Penalty: 6074.354492
	Iteration 87Q: 3 clusters Score -2.700578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202859 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -27005776.000000 Penalty: 6074.354492
	Iteration 88Q: 3 clusters Score -2.700578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202877 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -27005798.000000 Penalty: 6074.354492
	Iteration 89Q: 3 clusters Score -2.70058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202902 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -27005786.000000 Penalty: 6074.354492
	Iteration 90Q: 3 clusters Score -2.700579e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202926 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -27005758.000000 Penalty: 6074.354492
	Iteration 91Q: 3 clusters Score -2.700576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202947 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -27005734.000000 Penalty: 6074.354492
	Iteration 92Q: 3 clusters Score -2.700573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202963 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -27005722.000000 Penalty: 6074.354492
	Iteration 93Q: 3 clusters Score -2.700572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202981 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -27005732.000000 Penalty: 6074.354492
	Iteration 94Q: 3 clusters Score -2.700573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203003 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -27005742.000000 Penalty: 6074.354492
	Iteration 95Q: 3 clusters Score -2.700574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203022 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -27005758.000000 Penalty: 6074.354492
	Iteration 96Q: 3 clusters Score -2.700576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203045 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -27005764.000000 Penalty: 6074.354492
	Iteration 97Q: 3 clusters Score -2.700576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203070 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -27005766.000000 Penalty: 6074.354492
	Iteration 98Q: 3 clusters Score -2.700577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203088 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -27005756.000000 Penalty: 6074.354492
	Iteration 99Q: 3 clusters Score -2.700576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203103 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -27005774.000000 Penalty: 6074.354492
	Iteration 100F: 3 clusters Score -2.700577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203115 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -27005770.000000 Penalty: 6074.354492
	Iteration 101Q: 3 clusters Score -2.700577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203129 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -27005784.000000 Penalty: 6074.354492
	Iteration 102Q: 3 clusters Score -2.700578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203149 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -27005762.000000 Penalty: 6074.354492
	Iteration 103Q: 3 clusters Score -2.700576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203163 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -27005774.000000 Penalty: 6074.354492
	Iteration 104Q: 3 clusters Score -2.700577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203177 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -27005740.000000 Penalty: 6074.354492
	Iteration 105Q: 3 clusters Score -2.700574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203182 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -27005766.000000 Penalty: 6074.354492
	Iteration 106Q: 3 clusters Score -2.700577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203189 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -27005742.000000 Penalty: 6074.354492
	Iteration 107Q: 3 clusters Score -2.700574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203197 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -27005762.000000 Penalty: 6074.354492
	Iteration 108Q: 3 clusters Score -2.700576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203203 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -27005758.000000 Penalty: 6074.354492
	Iteration 109Q: 3 clusters Score -2.700576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203207 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -27005758.000000 Penalty: 6074.354492
	Iteration 110Q: 3 clusters Score -2.700576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203209 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -27005778.000000 Penalty: 6074.354492
	Iteration 111Q: 3 clusters Score -2.700578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203209 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -27005778.000000 Penalty: 6074.354492
	Iteration 112F: 3 clusters Score -2.700578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (165220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Entering Unmasked Estep 
Score: -21408084.000000 Penalty: 2979.728027
	Iteration 0F: 2 clusters Score -2.140808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -21298570.000000 Penalty: 5959.456055
	Iteration 0F: 3 clusters Score -2.129857e+07 nChanged 79139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -21345204.000000 Penalty: 5959.456055
	Iteration 1F: 3 clusters Score -2.13452e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -21347652.000000 Penalty: 5959.456055
	Iteration 2Q: 3 clusters Score -2.134765e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -21352386.000000 Penalty: 5959.456055
	Iteration 3F: 3 clusters Score -2.135239e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -21359722.000000 Penalty: 5959.456055
	Iteration 4F: 3 clusters Score -2.135972e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -21371608.000000 Penalty: 5959.456055
	Iteration 5F: 3 clusters Score -2.137161e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -21384690.000000 Penalty: 5959.456055
	Iteration 6F: 3 clusters Score -2.138469e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -21395066.000000 Penalty: 5959.456055
	Iteration 7F: 3 clusters Score -2.139507e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 141550 members 
Entering Unmasked Estep 
Score: -21400094.000000 Penalty: 5959.456055
	Iteration 8Q: 3 clusters Score -2.140009e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -21401914.000000 Penalty: 5959.456055
	Iteration 9Q: 3 clusters Score -2.140191e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -21403002.000000 Penalty: 5959.456055
	Iteration 10Q: 3 clusters Score -2.1403e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -21403706.000000 Penalty: 5959.456055
	Iteration 11Q: 3 clusters Score -2.140371e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -21404316.000000 Penalty: 5959.456055
	Iteration 12Q: 3 clusters Score -2.140432e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 150080 members 
Entering Unmasked Estep 
Score: -21404740.000000 Penalty: 5959.456055
	Iteration 13Q: 3 clusters Score -2.140474e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 151220 members 
Entering Unmasked Estep 
Score: -21405168.000000 Penalty: 5959.456055
	Iteration 14Q: 3 clusters Score -2.140517e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -21405422.000000 Penalty: 5959.456055
	Iteration 15Q: 3 clusters Score -2.140542e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -21405572.000000 Penalty: 5959.456055
	Iteration 16Q: 3 clusters Score -2.140557e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 153985 members 
Entering Unmasked Estep 
Score: -21405692.000000 Penalty: 5959.456055
	Iteration 17Q: 3 clusters Score -2.140569e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -21405838.000000 Penalty: 5959.456055
	Iteration 18Q: 3 clusters Score -2.140584e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 155554 members 
Entering Unmasked Estep 
Score: -21405944.000000 Penalty: 5959.456055
	Iteration 19Q: 3 clusters Score -2.140594e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 156262 members 
Entering Unmasked Estep 
Score: -21406100.000000 Penalty: 5959.456055
	Iteration 20F: 3 clusters Score -2.14061e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -21406286.000000 Penalty: 5959.456055
	Iteration 21Q: 3 clusters Score -2.140629e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -21406338.000000 Penalty: 5959.456055
	Iteration 22Q: 3 clusters Score -2.140634e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -21406456.000000 Penalty: 5959.456055
	Iteration 23Q: 3 clusters Score -2.140646e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -21406530.000000 Penalty: 5959.456055
	Iteration 24Q: 3 clusters Score -2.140653e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 158905 members 
Entering Unmasked Estep 
Score: -21406650.000000 Penalty: 5959.456055
	Iteration 25Q: 3 clusters Score -2.140665e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -21406718.000000 Penalty: 5959.456055
	Iteration 26Q: 3 clusters Score -2.140672e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -21406674.000000 Penalty: 5959.456055
	Iteration 27Q: 3 clusters Score -2.140667e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 159937 members 
Entering Unmasked Estep 
Score: -21406756.000000 Penalty: 5959.456055
	Iteration 28Q: 3 clusters Score -2.140676e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -21406798.000000 Penalty: 5959.456055
	Iteration 29Q: 3 clusters Score -2.14068e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -21406768.000000 Penalty: 5959.456055
	Iteration 30Q: 3 clusters Score -2.140677e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -21406742.000000 Penalty: 5959.456055
	Iteration 31Q: 3 clusters Score -2.140674e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -21406762.000000 Penalty: 5959.456055
	Iteration 32Q: 3 clusters Score -2.140676e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -21406760.000000 Penalty: 5959.456055
	Iteration 33Q: 3 clusters Score -2.140676e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 160953 members 
Entering Unmasked Estep 
Score: -21406734.000000 Penalty: 5959.456055
	Iteration 34Q: 3 clusters Score -2.140673e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -21406716.000000 Penalty: 5959.456055
	Iteration 35Q: 3 clusters Score -2.140672e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 161123 members 
Entering Unmasked Estep 
Score: -21406722.000000 Penalty: 5959.456055
	Iteration 36Q: 3 clusters Score -2.140672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -21406730.000000 Penalty: 5959.456055
	Iteration 37Q: 3 clusters Score -2.140673e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -21406754.000000 Penalty: 5959.456055
	Iteration 38Q: 3 clusters Score -2.140675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -21406760.000000 Penalty: 5959.456055
	Iteration 39Q: 3 clusters Score -2.140676e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -21406808.000000 Penalty: 5959.456055
	Iteration 40F: 3 clusters Score -2.140681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -21406812.000000 Penalty: 5959.456055
	Iteration 41Q: 3 clusters Score -2.140681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 161501 members 
Entering Unmasked Estep 
Score: -21406802.000000 Penalty: 5959.456055
	Iteration 42Q: 3 clusters Score -2.14068e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 161554 members 
Entering Unmasked Estep 
Score: -21406768.000000 Penalty: 5959.456055
	Iteration 43Q: 3 clusters Score -2.140677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -21406802.000000 Penalty: 5959.456055
	Iteration 44Q: 3 clusters Score -2.14068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 161642 members 
Entering Unmasked Estep 
Score: -21406774.000000 Penalty: 5959.456055
	Iteration 45Q: 3 clusters Score -2.140677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 161672 members 
Entering Unmasked Estep 
Score: -21406750.000000 Penalty: 5959.456055
	Iteration 46Q: 3 clusters Score -2.140675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -21406754.000000 Penalty: 5959.456055
	Iteration 47Q: 3 clusters Score -2.140675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 161749 members 
Entering Unmasked Estep 
Score: -21406740.000000 Penalty: 5959.456055
	Iteration 48Q: 3 clusters Score -2.140674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 161788 members 
Entering Unmasked Estep 
Score: -21406754.000000 Penalty: 5959.456055
	Iteration 49Q: 3 clusters Score -2.140675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -21406746.000000 Penalty: 5959.456055
	Iteration 50Q: 3 clusters Score -2.140675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -21406740.000000 Penalty: 5959.456055
	Iteration 51Q: 3 clusters Score -2.140674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -21406720.000000 Penalty: 5959.456055
	Iteration 52Q: 3 clusters Score -2.140672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -21406732.000000 Penalty: 5959.456055
	Iteration 53Q: 3 clusters Score -2.140673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -21406742.000000 Penalty: 5959.456055
	Iteration 54Q: 3 clusters Score -2.140674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -21406720.000000 Penalty: 5959.456055
	Iteration 55Q: 3 clusters Score -2.140672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -21406706.000000 Penalty: 5959.456055
	Iteration 56Q: 3 clusters Score -2.140671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -21406688.000000 Penalty: 5959.456055
	Iteration 57Q: 3 clusters Score -2.140669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -21406712.000000 Penalty: 5959.456055
	Iteration 58Q: 3 clusters Score -2.140671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -21406706.000000 Penalty: 5959.456055
	Iteration 59Q: 3 clusters Score -2.140671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -21406726.000000 Penalty: 5959.456055
	Iteration 60F: 3 clusters Score -2.140673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -21406712.000000 Penalty: 5959.456055
	Iteration 61Q: 3 clusters Score -2.140671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -21406726.000000 Penalty: 5959.456055
	Iteration 62Q: 3 clusters Score -2.140673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -21406724.000000 Penalty: 5959.456055
	Iteration 63Q: 3 clusters Score -2.140672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -21406708.000000 Penalty: 5959.456055
	Iteration 64Q: 3 clusters Score -2.140671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -21406710.000000 Penalty: 5959.456055
	Iteration 65Q: 3 clusters Score -2.140671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 162203 members 
Entering Unmasked Estep 
Score: -21406714.000000 Penalty: 5959.456055
	Iteration 66Q: 3 clusters Score -2.140671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 162208 members 
Entering Unmasked Estep 
Score: -21406714.000000 Penalty: 5959.456055
	Iteration 67Q: 3 clusters Score -2.140671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -21406716.000000 Penalty: 5959.456055
	Iteration 68Q: 3 clusters Score -2.140672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -21406714.000000 Penalty: 5959.456055
	Iteration 69Q: 3 clusters Score -2.140671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -21406714.000000 Penalty: 5959.456055
	Iteration 70F: 3 clusters Score -2.140671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100698.664062 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100698.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101239.554688 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101239.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101574.945312 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101574.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102008.781250 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -102008.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102406.804688 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -102406.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102753.453125 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -102753.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103200.609375 Penalty: 3393.970947
	Iteration 6F: 3 clusters Score -103200.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103415.070312 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -103415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103441.484375 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103467.601562 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103467.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103538.921875 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103640.203125 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103695.398438 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -103695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103706.078125 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -103706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103713.726562 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -103713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103713.726562 Penalty: 3393.970947
	Iteration 15F: 3 clusters Score -103713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23147 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 208289 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 189047 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159548 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185222 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 484 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166410736.000000 Penalty: 76877.992188
Splitting cluster 10 changes total score from -166411120.000000 to -166410736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (189047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189047 members 
Entering Unmasked Estep 
Score: -24241920.000000 Penalty: 3013.138184
	Iteration 0F: 2 clusters Score -2.424192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -24116222.000000 Penalty: 6026.276367
	Iteration 0F: 3 clusters Score -2.411622e+07 nChanged 91008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -24169702.000000 Penalty: 6026.276367
	Iteration 1F: 3 clusters Score -2.41697e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -24170282.000000 Penalty: 6026.276367
	Iteration 2Q: 3 clusters Score -2.417028e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -24171102.000000 Penalty: 6026.276367
	Iteration 3Q: 3 clusters Score -2.41711e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -24172254.000000 Penalty: 6026.276367
	Iteration 4Q: 3 clusters Score -2.417225e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -24174286.000000 Penalty: 6026.276367
	Iteration 5Q: 3 clusters Score -2.417429e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113191 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -24177730.000000 Penalty: 6026.276367
	Iteration 6Q: 3 clusters Score -2.417773e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -24183772.000000 Penalty: 6026.276367
	Iteration 7F: 3 clusters Score -2.418377e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -24194182.000000 Penalty: 6026.276367
	Iteration 8F: 3 clusters Score -2.419418e+07 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -24207958.000000 Penalty: 6026.276367
	Iteration 9F: 3 clusters Score -2.420796e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -24220306.000000 Penalty: 6026.276367
	Iteration 10F: 3 clusters Score -2.422031e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -24228904.000000 Penalty: 6026.276367
	Iteration 11Q: 3 clusters Score -2.42289e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -24234178.000000 Penalty: 6026.276367
	Iteration 12Q: 3 clusters Score -2.423418e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -24236890.000000 Penalty: 6026.276367
	Iteration 13Q: 3 clusters Score -2.423689e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -24238674.000000 Penalty: 6026.276367
	Iteration 14Q: 3 clusters Score -2.423867e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -24239894.000000 Penalty: 6026.276367
	Iteration 15Q: 3 clusters Score -2.423989e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -24240488.000000 Penalty: 6026.276367
	Iteration 16Q: 3 clusters Score -2.424049e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175067 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -24240994.000000 Penalty: 6026.276367
	Iteration 17Q: 3 clusters Score -2.424099e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -24241342.000000 Penalty: 6026.276367
	Iteration 18Q: 3 clusters Score -2.424134e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -24241518.000000 Penalty: 6026.276367
	Iteration 19Q: 3 clusters Score -2.424152e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176178 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -24241640.000000 Penalty: 6026.276367
	Iteration 20F: 3 clusters Score -2.424164e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176460 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -24241708.000000 Penalty: 6026.276367
	Iteration 21Q: 3 clusters Score -2.424171e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -24241712.000000 Penalty: 6026.276367
	Iteration 22Q: 3 clusters Score -2.424171e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -24241734.000000 Penalty: 6026.276367
	Iteration 23Q: 3 clusters Score -2.424173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -24241718.000000 Penalty: 6026.276367
	Iteration 24Q: 3 clusters Score -2.424172e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -24241736.000000 Penalty: 6026.276367
	Iteration 25Q: 3 clusters Score -2.424174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177458 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -24241682.000000 Penalty: 6026.276367
	Iteration 26Q: 3 clusters Score -2.424168e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -24241692.000000 Penalty: 6026.276367
	Iteration 27Q: 3 clusters Score -2.424169e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177765 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -24241764.000000 Penalty: 6026.276367
	Iteration 28Q: 3 clusters Score -2.424176e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -24241722.000000 Penalty: 6026.276367
	Iteration 29Q: 3 clusters Score -2.424172e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -24241706.000000 Penalty: 6026.276367
	Iteration 30Q: 3 clusters Score -2.424171e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178157 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -24241684.000000 Penalty: 6026.276367
	Iteration 31Q: 3 clusters Score -2.424168e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178267 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -24241690.000000 Penalty: 6026.276367
	Iteration 32Q: 3 clusters Score -2.424169e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -24241666.000000 Penalty: 6026.276367
	Iteration 33Q: 3 clusters Score -2.424167e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -24241662.000000 Penalty: 6026.276367
	Iteration 34Q: 3 clusters Score -2.424166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -24241652.000000 Penalty: 6026.276367
	Iteration 35Q: 3 clusters Score -2.424165e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -24241614.000000 Penalty: 6026.276367
	Iteration 36Q: 3 clusters Score -2.424161e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -24241600.000000 Penalty: 6026.276367
	Iteration 37Q: 3 clusters Score -2.42416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -24241600.000000 Penalty: 6026.276367
	Iteration 38Q: 3 clusters Score -2.42416e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -24241570.000000 Penalty: 6026.276367
	Iteration 39Q: 3 clusters Score -2.424157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -24241566.000000 Penalty: 6026.276367
	Iteration 40F: 3 clusters Score -2.424157e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -24241534.000000 Penalty: 6026.276367
	Iteration 41Q: 3 clusters Score -2.424153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179087 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -24241542.000000 Penalty: 6026.276367
	Iteration 42Q: 3 clusters Score -2.424154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -24241558.000000 Penalty: 6026.276367
	Iteration 43Q: 3 clusters Score -2.424156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -24241534.000000 Penalty: 6026.276367
	Iteration 44Q: 3 clusters Score -2.424153e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179303 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -24241526.000000 Penalty: 6026.276367
	Iteration 45Q: 3 clusters Score -2.424153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -24241580.000000 Penalty: 6026.276367
	Iteration 46Q: 3 clusters Score -2.424158e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -24241564.000000 Penalty: 6026.276367
	Iteration 47Q: 3 clusters Score -2.424156e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179473 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -24241544.000000 Penalty: 6026.276367
	Iteration 48Q: 3 clusters Score -2.424154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -24241558.000000 Penalty: 6026.276367
	Iteration 49Q: 3 clusters Score -2.424156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179581 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6026.276367
	Iteration 50Q: 3 clusters Score -2.424154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179619 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -24241544.000000 Penalty: 6026.276367
	Iteration 51Q: 3 clusters Score -2.424154e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -24241532.000000 Penalty: 6026.276367
	Iteration 52Q: 3 clusters Score -2.424153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179704 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -24241520.000000 Penalty: 6026.276367
	Iteration 53Q: 3 clusters Score -2.424152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179756 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -24241542.000000 Penalty: 6026.276367
	Iteration 54Q: 3 clusters Score -2.424154e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179814 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -24241546.000000 Penalty: 6026.276367
	Iteration 55Q: 3 clusters Score -2.424155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -24241570.000000 Penalty: 6026.276367
	Iteration 56Q: 3 clusters Score -2.424157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -24241562.000000 Penalty: 6026.276367
	Iteration 57Q: 3 clusters Score -2.424156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -24241566.000000 Penalty: 6026.276367
	Iteration 58Q: 3 clusters Score -2.424157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -24241560.000000 Penalty: 6026.276367
	Iteration 59Q: 3 clusters Score -2.424156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -24241522.000000 Penalty: 6026.276367
	Iteration 60F: 3 clusters Score -2.424152e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6026.276367
	Iteration 61Q: 3 clusters Score -2.424154e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180127 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -24241520.000000 Penalty: 6026.276367
	Iteration 62Q: 3 clusters Score -2.424152e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180172 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -24241520.000000 Penalty: 6026.276367
	Iteration 63Q: 3 clusters Score -2.424152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180209 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -24241490.000000 Penalty: 6026.276367
	Iteration 64Q: 3 clusters Score -2.424149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -24241506.000000 Penalty: 6026.276367
	Iteration 65Q: 3 clusters Score -2.424151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180272 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -24241520.000000 Penalty: 6026.276367
	Iteration 66Q: 3 clusters Score -2.424152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180306 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -24241496.000000 Penalty: 6026.276367
	Iteration 67Q: 3 clusters Score -2.42415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180336 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 68Q: 3 clusters Score -2.424149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -24241498.000000 Penalty: 6026.276367
	Iteration 69Q: 3 clusters Score -2.42415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180392 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -24241506.000000 Penalty: 6026.276367
	Iteration 70Q: 3 clusters Score -2.424151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -24241510.000000 Penalty: 6026.276367
	Iteration 71Q: 3 clusters Score -2.424151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -24241496.000000 Penalty: 6026.276367
	Iteration 72Q: 3 clusters Score -2.42415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -24241500.000000 Penalty: 6026.276367
	Iteration 73Q: 3 clusters Score -2.42415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -24241496.000000 Penalty: 6026.276367
	Iteration 74Q: 3 clusters Score -2.42415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 75Q: 3 clusters Score -2.424149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -24241508.000000 Penalty: 6026.276367
	Iteration 76Q: 3 clusters Score -2.424151e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180556 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -24241532.000000 Penalty: 6026.276367
	Iteration 77Q: 3 clusters Score -2.424153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -24241518.000000 Penalty: 6026.276367
	Iteration 78Q: 3 clusters Score -2.424152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180607 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -24241550.000000 Penalty: 6026.276367
	Iteration 79Q: 3 clusters Score -2.424155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180623 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -24241550.000000 Penalty: 6026.276367
	Iteration 80F: 3 clusters Score -2.424155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6026.276367
	Iteration 81Q: 3 clusters Score -2.424154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -24241516.000000 Penalty: 6026.276367
	Iteration 82Q: 3 clusters Score -2.424152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -24241518.000000 Penalty: 6026.276367
	Iteration 83Q: 3 clusters Score -2.424152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -24241528.000000 Penalty: 6026.276367
	Iteration 84Q: 3 clusters Score -2.424153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -24241510.000000 Penalty: 6026.276367
	Iteration 85Q: 3 clusters Score -2.424151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -24241508.000000 Penalty: 6026.276367
	Iteration 86Q: 3 clusters Score -2.424151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180742 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -24241522.000000 Penalty: 6026.276367
	Iteration 87Q: 3 clusters Score -2.424152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -24241512.000000 Penalty: 6026.276367
	Iteration 88Q: 3 clusters Score -2.424151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180771 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -24241526.000000 Penalty: 6026.276367
	Iteration 89Q: 3 clusters Score -2.424153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180786 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -24241508.000000 Penalty: 6026.276367
	Iteration 90Q: 3 clusters Score -2.424151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -24241504.000000 Penalty: 6026.276367
	Iteration 91Q: 3 clusters Score -2.42415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180812 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -24241490.000000 Penalty: 6026.276367
	Iteration 92Q: 3 clusters Score -2.424149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 93Q: 3 clusters Score -2.424149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -24241478.000000 Penalty: 6026.276367
	Iteration 94Q: 3 clusters Score -2.424148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180846 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 95Q: 3 clusters Score -2.424149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180855 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -24241502.000000 Penalty: 6026.276367
	Iteration 96Q: 3 clusters Score -2.42415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180864 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 97Q: 3 clusters Score -2.424149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -24241506.000000 Penalty: 6026.276367
	Iteration 98Q: 3 clusters Score -2.424151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -24241494.000000 Penalty: 6026.276367
	Iteration 99Q: 3 clusters Score -2.424149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180890 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -24241504.000000 Penalty: 6026.276367
	Iteration 100F: 3 clusters Score -2.42415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180897 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -24241492.000000 Penalty: 6026.276367
	Iteration 101Q: 3 clusters Score -2.424149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -24241478.000000 Penalty: 6026.276367
	Iteration 102Q: 3 clusters Score -2.424148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180916 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -24241484.000000 Penalty: 6026.276367
	Iteration 103Q: 3 clusters Score -2.424148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180931 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -24241518.000000 Penalty: 6026.276367
	Iteration 104Q: 3 clusters Score -2.424152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180940 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -24241504.000000 Penalty: 6026.276367
	Iteration 105Q: 3 clusters Score -2.42415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -24241532.000000 Penalty: 6026.276367
	Iteration 106Q: 3 clusters Score -2.424153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180958 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -24241520.000000 Penalty: 6026.276367
	Iteration 107Q: 3 clusters Score -2.424152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180971 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -24241536.000000 Penalty: 6026.276367
	Iteration 108Q: 3 clusters Score -2.424154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180984 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -24241536.000000 Penalty: 6026.276367
	Iteration 109Q: 3 clusters Score -2.424154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180994 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -24241496.000000 Penalty: 6026.276367
	Iteration 110Q: 3 clusters Score -2.42415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -24241486.000000 Penalty: 6026.276367
	Iteration 111Q: 3 clusters Score -2.424149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -24241482.000000 Penalty: 6026.276367
	Iteration 112Q: 3 clusters Score -2.424148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181029 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -24241492.000000 Penalty: 6026.276367
	Iteration 113Q: 3 clusters Score -2.424149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181041 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -24241490.000000 Penalty: 6026.276367
	Iteration 114Q: 3 clusters Score -2.424149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181057 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -24241496.000000 Penalty: 6026.276367
	Iteration 115Q: 3 clusters Score -2.42415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -24241498.000000 Penalty: 6026.276367
	Iteration 116Q: 3 clusters Score -2.42415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -24241488.000000 Penalty: 6026.276367
	Iteration 117Q: 3 clusters Score -2.424149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181095 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -24241480.000000 Penalty: 6026.276367
	Iteration 118Q: 3 clusters Score -2.424148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -24241472.000000 Penalty: 6026.276367
	Iteration 119Q: 3 clusters Score -2.424147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -24241474.000000 Penalty: 6026.276367
	Iteration 120F: 3 clusters Score -2.424147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -24241458.000000 Penalty: 6026.276367
	Iteration 121Q: 3 clusters Score -2.424146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181152 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -24241444.000000 Penalty: 6026.276367
	Iteration 122Q: 3 clusters Score -2.424144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -24241456.000000 Penalty: 6026.276367
	Iteration 123Q: 3 clusters Score -2.424146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181169 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -24241440.000000 Penalty: 6026.276367
	Iteration 124Q: 3 clusters Score -2.424144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -24241446.000000 Penalty: 6026.276367
	Iteration 125Q: 3 clusters Score -2.424145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -24241440.000000 Penalty: 6026.276367
	Iteration 126Q: 3 clusters Score -2.424144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181182 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -24241446.000000 Penalty: 6026.276367
	Iteration 127Q: 3 clusters Score -2.424145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -24241458.000000 Penalty: 6026.276367
	Iteration 128Q: 3 clusters Score -2.424146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -24241444.000000 Penalty: 6026.276367
	Iteration 129Q: 3 clusters Score -2.424144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -24241446.000000 Penalty: 6026.276367
	Iteration 130Q: 3 clusters Score -2.424145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181196 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -24241458.000000 Penalty: 6026.276367
	Iteration 131Q: 3 clusters Score -2.424146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -24241450.000000 Penalty: 6026.276367
	Iteration 132Q: 3 clusters Score -2.424145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -24241450.000000 Penalty: 6026.276367
	Iteration 133F: 3 clusters Score -2.424145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Entering Unmasked Estep 
Score: -9227748.000000 Penalty: 2780.065186
	Iteration 0F: 2 clusters Score -9227748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -9178282.000000 Penalty: 5560.130371
	Iteration 0F: 3 clusters Score -9178282 nChanged 34549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -9197439.000000 Penalty: 5560.130371
	Iteration 1F: 3 clusters Score -9197439 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -9197920.000000 Penalty: 5560.130371
	Iteration 2Q: 3 clusters Score -9197920 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -9198336.000000 Penalty: 5560.130371
	Iteration 3Q: 3 clusters Score -9198336 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -9198885.000000 Penalty: 5560.130371
	Iteration 4Q: 3 clusters Score -9198885 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9199451.000000 Penalty: 5560.130371
	Iteration 5Q: 3 clusters Score -9199451 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -9200079.000000 Penalty: 5560.130371
	Iteration 6Q: 3 clusters Score -9200079 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -9200759.000000 Penalty: 5560.130371
	Iteration 7Q: 3 clusters Score -9200759 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -9201625.000000 Penalty: 5560.130371
	Iteration 8Q: 3 clusters Score -9201625 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -9202672.000000 Penalty: 5560.130371
	Iteration 9Q: 3 clusters Score -9202672 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -9203997.000000 Penalty: 5560.130371
	Iteration 10Q: 3 clusters Score -9203997 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -9205592.000000 Penalty: 5560.130371
	Iteration 11Q: 3 clusters Score -9205592 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -9207168.000000 Penalty: 5560.130371
	Iteration 12Q: 3 clusters Score -9207168 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -9208383.000000 Penalty: 5560.130371
	Iteration 13Q: 3 clusters Score -9208383 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9209355.000000 Penalty: 5560.130371
	Iteration 14Q: 3 clusters Score -9209355 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -9209985.000000 Penalty: 5560.130371
	Iteration 15Q: 3 clusters Score -9209985 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -9210394.000000 Penalty: 5560.130371
	Iteration 16Q: 3 clusters Score -9210394 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -9210654.000000 Penalty: 5560.130371
	Iteration 17Q: 3 clusters Score -9210654 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -9210963.000000 Penalty: 5560.130371
	Iteration 18Q: 3 clusters Score -9210963 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -9211289.000000 Penalty: 5560.130371
	Iteration 19Q: 3 clusters Score -9211289 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -9211619.000000 Penalty: 5560.130371
	Iteration 20F: 3 clusters Score -9211619 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -9212037.000000 Penalty: 5560.130371
	Iteration 21Q: 3 clusters Score -9212037 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -9212634.000000 Penalty: 5560.130371
	Iteration 22Q: 3 clusters Score -9212634 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -9213462.000000 Penalty: 5560.130371
	Iteration 23Q: 3 clusters Score -9213462 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -9214545.000000 Penalty: 5560.130371
	Iteration 24Q: 3 clusters Score -9214545 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -9216203.000000 Penalty: 5560.130371
	Iteration 25Q: 3 clusters Score -9216203 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -9218342.000000 Penalty: 5560.130371
	Iteration 26Q: 3 clusters Score -9218342 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9220923.000000 Penalty: 5560.130371
	Iteration 27Q: 3 clusters Score -9220923 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9223304.000000 Penalty: 5560.130371
	Iteration 28Q: 3 clusters Score -9223304 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9224480.000000 Penalty: 5560.130371
	Iteration 29Q: 3 clusters Score -9224480 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9224881.000000 Penalty: 5560.130371
	Iteration 30Q: 3 clusters Score -9224881 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9225042.000000 Penalty: 5560.130371
	Iteration 31Q: 3 clusters Score -9225042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9225128.000000 Penalty: 5560.130371
	Iteration 32Q: 3 clusters Score -9225128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9225199.000000 Penalty: 5560.130371
	Iteration 33Q: 3 clusters Score -9225199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9225243.000000 Penalty: 5560.130371
	Iteration 34Q: 3 clusters Score -9225243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9225269.000000 Penalty: 5560.130371
	Iteration 35Q: 3 clusters Score -9225269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9225291.000000 Penalty: 5560.130371
	Iteration 36Q: 3 clusters Score -9225291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9225304.000000 Penalty: 5560.130371
	Iteration 37Q: 3 clusters Score -9225304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9225315.000000 Penalty: 5560.130371
	Iteration 38Q: 3 clusters Score -9225315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9225316.000000 Penalty: 5560.130371
	Iteration 39Q: 3 clusters Score -9225316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9225338.000000 Penalty: 5560.130371
	Iteration 40F: 3 clusters Score -9225338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9225374.000000 Penalty: 5560.130371
	Iteration 41Q: 3 clusters Score -9225374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9225381.000000 Penalty: 5560.130371
	Iteration 42Q: 3 clusters Score -9225381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9225390.000000 Penalty: 5560.130371
	Iteration 43Q: 3 clusters Score -9225390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9225399.000000 Penalty: 5560.130371
	Iteration 44Q: 3 clusters Score -9225399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9225403.000000 Penalty: 5560.130371
	Iteration 45Q: 3 clusters Score -9225403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9225412.000000 Penalty: 5560.130371
	Iteration 46Q: 3 clusters Score -9225412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9225421.000000 Penalty: 5560.130371
	Iteration 47Q: 3 clusters Score -9225421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9225423.000000 Penalty: 5560.130371
	Iteration 48Q: 3 clusters Score -9225423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9225418.000000 Penalty: 5560.130371
	Iteration 49Q: 3 clusters Score -9225418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9225418.000000 Penalty: 5560.130371
	Iteration 50Q: 3 clusters Score -9225418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9225414.000000 Penalty: 5560.130371
	Iteration 51Q: 3 clusters Score -9225414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9225413.000000 Penalty: 5560.130371
	Iteration 52Q: 3 clusters Score -9225413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9225420.000000 Penalty: 5560.130371
	Iteration 53Q: 3 clusters Score -9225420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9225420.000000 Penalty: 5560.130371
	Iteration 54F: 3 clusters Score -9225420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Entering Unmasked Estep 
Score: -6069604.000000 Penalty: 2665.344971
	Iteration 0F: 2 clusters Score -6069604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -6038243.000000 Penalty: 5330.689941
	Iteration 0F: 3 clusters Score -6038243 nChanged 21348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -6050079.500000 Penalty: 5330.689941
	Iteration 1F: 3 clusters Score -6050080 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6050780.000000 Penalty: 5330.689941
	Iteration 2Q: 3 clusters Score -6050780 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -6051631.500000 Penalty: 5330.689941
	Iteration 3Q: 3 clusters Score -6051632 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -6052640.500000 Penalty: 5330.689941
	Iteration 4Q: 3 clusters Score -6052640 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -6053828.000000 Penalty: 5330.689941
	Iteration 5Q: 3 clusters Score -6053828 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -6055339.500000 Penalty: 5330.689941
	Iteration 6Q: 3 clusters Score -6055340 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -6057027.500000 Penalty: 5330.689941
	Iteration 7F: 3 clusters Score -6057028 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -6058743.000000 Penalty: 5330.689941
	Iteration 8F: 3 clusters Score -6058743 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6060201.500000 Penalty: 5330.689941
	Iteration 9Q: 3 clusters Score -6060202 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -6061347.500000 Penalty: 5330.689941
	Iteration 10Q: 3 clusters Score -6061348 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -6062196.000000 Penalty: 5330.689941
	Iteration 11Q: 3 clusters Score -6062196 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6062948.500000 Penalty: 5330.689941
	Iteration 12Q: 3 clusters Score -6062948 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6063450.000000 Penalty: 5330.689941
	Iteration 13Q: 3 clusters Score -6063450 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -6063874.500000 Penalty: 5330.689941
	Iteration 14Q: 3 clusters Score -6063874 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -6064236.500000 Penalty: 5330.689941
	Iteration 15Q: 3 clusters Score -6064236 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6064602.000000 Penalty: 5330.689941
	Iteration 16Q: 3 clusters Score -6064602 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6064964.000000 Penalty: 5330.689941
	Iteration 17Q: 3 clusters Score -6064964 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -6065244.000000 Penalty: 5330.689941
	Iteration 18Q: 3 clusters Score -6065244 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6065534.500000 Penalty: 5330.689941
	Iteration 19Q: 3 clusters Score -6065534 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6065828.500000 Penalty: 5330.689941
	Iteration 20F: 3 clusters Score -6065828 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6066083.500000 Penalty: 5330.689941
	Iteration 21Q: 3 clusters Score -6066084 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6066313.500000 Penalty: 5330.689941
	Iteration 22Q: 3 clusters Score -6066314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6066499.000000 Penalty: 5330.689941
	Iteration 23Q: 3 clusters Score -6066499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6066662.500000 Penalty: 5330.689941
	Iteration 24Q: 3 clusters Score -6066662 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6066797.500000 Penalty: 5330.689941
	Iteration 25Q: 3 clusters Score -6066798 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6066910.500000 Penalty: 5330.689941
	Iteration 26Q: 3 clusters Score -6066910 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6066992.500000 Penalty: 5330.689941
	Iteration 27Q: 3 clusters Score -6066992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6067071.500000 Penalty: 5330.689941
	Iteration 28Q: 3 clusters Score -6067072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6067120.000000 Penalty: 5330.689941
	Iteration 29Q: 3 clusters Score -6067120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6067160.500000 Penalty: 5330.689941
	Iteration 30Q: 3 clusters Score -6067160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6067201.500000 Penalty: 5330.689941
	Iteration 31Q: 3 clusters Score -6067202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6067235.500000 Penalty: 5330.689941
	Iteration 32Q: 3 clusters Score -6067236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6067257.500000 Penalty: 5330.689941
	Iteration 33Q: 3 clusters Score -6067258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6067285.500000 Penalty: 5330.689941
	Iteration 34Q: 3 clusters Score -6067286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6067299.500000 Penalty: 5330.689941
	Iteration 35Q: 3 clusters Score -6067300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6067301.000000 Penalty: 5330.689941
	Iteration 36Q: 3 clusters Score -6067301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6067307.500000 Penalty: 5330.689941
	Iteration 37Q: 3 clusters Score -6067308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6067309.000000 Penalty: 5330.689941
	Iteration 38Q: 3 clusters Score -6067309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6067312.500000 Penalty: 5330.689941
	Iteration 39Q: 3 clusters Score -6067312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6067320.500000 Penalty: 5330.689941
	Iteration 40F: 3 clusters Score -6067320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6067335.500000 Penalty: 5330.689941
	Iteration 41Q: 3 clusters Score -6067336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6067352.000000 Penalty: 5330.689941
	Iteration 42Q: 3 clusters Score -6067352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6067356.500000 Penalty: 5330.689941
	Iteration 43Q: 3 clusters Score -6067356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6067361.000000 Penalty: 5330.689941
	Iteration 44Q: 3 clusters Score -6067361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6067361.000000 Penalty: 5330.689941
	Iteration 45Q: 3 clusters Score -6067361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6067359.000000 Penalty: 5330.689941
	Iteration 46Q: 3 clusters Score -6067359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6067359.500000 Penalty: 5330.689941
	Iteration 47Q: 3 clusters Score -6067360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6067360.500000 Penalty: 5330.689941
	Iteration 48Q: 3 clusters Score -6067360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6067358.500000 Penalty: 5330.689941
	Iteration 49Q: 3 clusters Score -6067358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6067368.000000 Penalty: 5330.689941
	Iteration 50Q: 3 clusters Score -6067368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6067370.500000 Penalty: 5330.689941
	Iteration 51Q: 3 clusters Score -6067370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6067371.500000 Penalty: 5330.689941
	Iteration 52Q: 3 clusters Score -6067372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6067367.500000 Penalty: 5330.689941
	Iteration 53Q: 3 clusters Score -6067368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6067376.500000 Penalty: 5330.689941
	Iteration 54Q: 3 clusters Score -6067376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6067382.000000 Penalty: 5330.689941
	Iteration 55Q: 3 clusters Score -6067382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6067383.000000 Penalty: 5330.689941
	Iteration 56Q: 3 clusters Score -6067383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6067388.000000 Penalty: 5330.689941
	Iteration 57Q: 3 clusters Score -6067388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6067386.500000 Penalty: 5330.689941
	Iteration 58Q: 3 clusters Score -6067386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6067389.000000 Penalty: 5330.689941
	Iteration 59Q: 3 clusters Score -6067389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6067387.000000 Penalty: 5330.689941
	Iteration 60F: 3 clusters Score -6067387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6067387.500000 Penalty: 5330.689941
	Iteration 61Q: 3 clusters Score -6067388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6067389.500000 Penalty: 5330.689941
	Iteration 62Q: 3 clusters Score -6067390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6067389.500000 Penalty: 5330.689941
	Iteration 63F: 3 clusters Score -6067390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -1236628.625000 Penalty: 2282.671875
	Iteration 0F: 2 clusters Score -1236629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1228962.250000 Penalty: 4565.343750
	Iteration 0F: 3 clusters Score -1228962 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1231235.125000 Penalty: 4565.343750
	Iteration 1F: 3 clusters Score -1231235 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1231542.375000 Penalty: 4565.343750
	Iteration 2F: 3 clusters Score -1231542 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1231751.000000 Penalty: 4565.343750
	Iteration 3Q: 3 clusters Score -1231751 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1231912.250000 Penalty: 4565.343750
	Iteration 4Q: 3 clusters Score -1231912 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1232061.875000 Penalty: 4565.343750
	Iteration 5Q: 3 clusters Score -1232062 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1232200.000000 Penalty: 4565.343750
	Iteration 6Q: 3 clusters Score -1232200 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1232360.500000 Penalty: 4565.343750
	Iteration 7Q: 3 clusters Score -1232360 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1232543.125000 Penalty: 4565.343750
	Iteration 8Q: 3 clusters Score -1232543 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1232758.250000 Penalty: 4565.343750
	Iteration 9Q: 3 clusters Score -1232758 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1233002.375000 Penalty: 4565.343750
	Iteration 10Q: 3 clusters Score -1233002 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1233267.000000 Penalty: 4565.343750
	Iteration 11Q: 3 clusters Score -1233267 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1233542.875000 Penalty: 4565.343750
	Iteration 12Q: 3 clusters Score -1233543 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1233826.375000 Penalty: 4565.343750
	Iteration 13Q: 3 clusters Score -1233826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1234053.500000 Penalty: 4565.343750
	Iteration 14Q: 3 clusters Score -1234054 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1234258.375000 Penalty: 4565.343750
	Iteration 15Q: 3 clusters Score -1234258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1234423.500000 Penalty: 4565.343750
	Iteration 16Q: 3 clusters Score -1234424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1234509.625000 Penalty: 4565.343750
	Iteration 17Q: 3 clusters Score -1234510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1234576.375000 Penalty: 4565.343750
	Iteration 18Q: 3 clusters Score -1234576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1234634.125000 Penalty: 4565.343750
	Iteration 19Q: 3 clusters Score -1234634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1234669.750000 Penalty: 4565.343750
	Iteration 20F: 3 clusters Score -1234670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1234692.000000 Penalty: 4565.343750
	Iteration 21Q: 3 clusters Score -1234692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1234713.875000 Penalty: 4565.343750
	Iteration 22Q: 3 clusters Score -1234714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1234730.375000 Penalty: 4565.343750
	Iteration 23Q: 3 clusters Score -1234730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1234740.000000 Penalty: 4565.343750
	Iteration 24Q: 3 clusters Score -1234740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1234746.000000 Penalty: 4565.343750
	Iteration 25Q: 3 clusters Score -1234746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1234745.125000 Penalty: 4565.343750
	Iteration 26Q: 3 clusters Score -1234745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1234747.500000 Penalty: 4565.343750
	Iteration 27Q: 3 clusters Score -1234748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1234748.125000 Penalty: 4565.343750
	Iteration 28Q: 3 clusters Score -1234748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1234751.750000 Penalty: 4565.343750
	Iteration 29Q: 3 clusters Score -1234752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1234758.625000 Penalty: 4565.343750
	Iteration 30Q: 3 clusters Score -1234759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1234764.125000 Penalty: 4565.343750
	Iteration 31Q: 3 clusters Score -1234764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1234764.125000 Penalty: 4565.343750
	Iteration 32F: 3 clusters Score -1234764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Entering Unmasked Estep 
Score: -20535692.000000 Penalty: 2971.064697
	Iteration 0F: 2 clusters Score -2.053569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -20429278.000000 Penalty: 5942.129395
	Iteration 0F: 3 clusters Score -2.042928e+07 nChanged 76332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -20473746.000000 Penalty: 5942.129395
	Iteration 1F: 3 clusters Score -2.047375e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -20475484.000000 Penalty: 5942.129395
	Iteration 2Q: 3 clusters Score -2.047548e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -20477958.000000 Penalty: 5942.129395
	Iteration 3Q: 3 clusters Score -2.047796e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -20482146.000000 Penalty: 5942.129395
	Iteration 4F: 3 clusters Score -2.048215e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -20488760.000000 Penalty: 5942.129395
	Iteration 5F: 3 clusters Score -2.048876e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -20498696.000000 Penalty: 5942.129395
	Iteration 6F: 3 clusters Score -2.04987e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133506 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -20510180.000000 Penalty: 5942.129395
	Iteration 7F: 3 clusters Score -2.051018e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -20519966.000000 Penalty: 5942.129395
	Iteration 8F: 3 clusters Score -2.051997e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -20526212.000000 Penalty: 5942.129395
	Iteration 9Q: 3 clusters Score -2.052621e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154507 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -20529648.000000 Penalty: 5942.129395
	Iteration 10Q: 3 clusters Score -2.052965e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20531350.000000 Penalty: 5942.129395
	Iteration 11Q: 3 clusters Score -2.053135e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20532138.000000 Penalty: 5942.129395
	Iteration 12Q: 3 clusters Score -2.053214e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20532494.000000 Penalty: 5942.129395
	Iteration 13Q: 3 clusters Score -2.053249e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -20532842.000000 Penalty: 5942.129395
	Iteration 14Q: 3 clusters Score -2.053284e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -20532974.000000 Penalty: 5942.129395
	Iteration 15Q: 3 clusters Score -2.053297e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158837 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -20532998.000000 Penalty: 5942.129395
	Iteration 16Q: 3 clusters Score -2.0533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20533050.000000 Penalty: 5942.129395
	Iteration 17Q: 3 clusters Score -2.053305e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158918 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20533114.000000 Penalty: 5942.129395
	Iteration 18Q: 3 clusters Score -2.053311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158935 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20533110.000000 Penalty: 5942.129395
	Iteration 19Q: 3 clusters Score -2.053311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20533132.000000 Penalty: 5942.129395
	Iteration 20F: 3 clusters Score -2.053313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20533150.000000 Penalty: 5942.129395
	Iteration 21Q: 3 clusters Score -2.053315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20533144.000000 Penalty: 5942.129395
	Iteration 22Q: 3 clusters Score -2.053314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158970 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20533154.000000 Penalty: 5942.129395
	Iteration 23Q: 3 clusters Score -2.053315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20533176.000000 Penalty: 5942.129395
	Iteration 24Q: 3 clusters Score -2.053318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20533180.000000 Penalty: 5942.129395
	Iteration 25Q: 3 clusters Score -2.053318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20533184.000000 Penalty: 5942.129395
	Iteration 26Q: 3 clusters Score -2.053318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20533184.000000 Penalty: 5942.129395
	Iteration 27Q: 3 clusters Score -2.053318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20533184.000000 Penalty: 5942.129395
	Iteration 28F: 3 clusters Score -2.053318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Entering Unmasked Estep 
Score: -4843127.000000 Penalty: 2610.806641
	Iteration 0F: 2 clusters Score -4843127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4817827.000000 Penalty: 5221.613281
	Iteration 0F: 3 clusters Score -4817827 nChanged 16856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4827123.000000 Penalty: 5221.613281
	Iteration 1F: 3 clusters Score -4827123 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4827569.000000 Penalty: 5221.613281
	Iteration 2Q: 3 clusters Score -4827569 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4827935.000000 Penalty: 5221.613281
	Iteration 3Q: 3 clusters Score -4827935 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4828274.500000 Penalty: 5221.613281
	Iteration 4Q: 3 clusters Score -4828274 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4828665.500000 Penalty: 5221.613281
	Iteration 5Q: 3 clusters Score -4828666 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4829085.000000 Penalty: 5221.613281
	Iteration 6Q: 3 clusters Score -4829085 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -4829557.000000 Penalty: 5221.613281
	Iteration 7Q: 3 clusters Score -4829557 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4830134.500000 Penalty: 5221.613281
	Iteration 8Q: 3 clusters Score -4830134 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4830844.000000 Penalty: 5221.613281
	Iteration 9Q: 3 clusters Score -4830844 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4831712.000000 Penalty: 5221.613281
	Iteration 10Q: 3 clusters Score -4831712 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4832823.500000 Penalty: 5221.613281
	Iteration 11F: 3 clusters Score -4832824 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4834138.500000 Penalty: 5221.613281
	Iteration 12F: 3 clusters Score -4834138 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4835709.500000 Penalty: 5221.613281
	Iteration 13F: 3 clusters Score -4835710 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4837195.000000 Penalty: 5221.613281
	Iteration 14F: 3 clusters Score -4837195 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4838488.500000 Penalty: 5221.613281
	Iteration 15Q: 3 clusters Score -4838488 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4839556.500000 Penalty: 5221.613281
	Iteration 16Q: 3 clusters Score -4839556 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4840096.500000 Penalty: 5221.613281
	Iteration 17Q: 3 clusters Score -4840096 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4840374.000000 Penalty: 5221.613281
	Iteration 18Q: 3 clusters Score -4840374 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4840531.500000 Penalty: 5221.613281
	Iteration 19Q: 3 clusters Score -4840532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4840639.000000 Penalty: 5221.613281
	Iteration 20F: 3 clusters Score -4840639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4840736.000000 Penalty: 5221.613281
	Iteration 21Q: 3 clusters Score -4840736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4840785.500000 Penalty: 5221.613281
	Iteration 22Q: 3 clusters Score -4840786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4840865.500000 Penalty: 5221.613281
	Iteration 23Q: 3 clusters Score -4840866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4840893.500000 Penalty: 5221.613281
	Iteration 24Q: 3 clusters Score -4840894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4840950.500000 Penalty: 5221.613281
	Iteration 25Q: 3 clusters Score -4840950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4840988.000000 Penalty: 5221.613281
	Iteration 26Q: 3 clusters Score -4840988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4841004.000000 Penalty: 5221.613281
	Iteration 27Q: 3 clusters Score -4841004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4841008.500000 Penalty: 5221.613281
	Iteration 28Q: 3 clusters Score -4841008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4841021.000000 Penalty: 5221.613281
	Iteration 29Q: 3 clusters Score -4841021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4841043.500000 Penalty: 5221.613281
	Iteration 30Q: 3 clusters Score -4841044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4841047.000000 Penalty: 5221.613281
	Iteration 31Q: 3 clusters Score -4841047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4841045.500000 Penalty: 5221.613281
	Iteration 32Q: 3 clusters Score -4841046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4841049.500000 Penalty: 5221.613281
	Iteration 33Q: 3 clusters Score -4841050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4841052.500000 Penalty: 5221.613281
	Iteration 34Q: 3 clusters Score -4841052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4841056.000000 Penalty: 5221.613281
	Iteration 35Q: 3 clusters Score -4841056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4841058.000000 Penalty: 5221.613281
	Iteration 36Q: 3 clusters Score -4841058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4841058.500000 Penalty: 5221.613281
	Iteration 37Q: 3 clusters Score -4841058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4841061.000000 Penalty: 5221.613281
	Iteration 38Q: 3 clusters Score -4841061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4841068.000000 Penalty: 5221.613281
	Iteration 39Q: 3 clusters Score -4841068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4841067.500000 Penalty: 5221.613281
	Iteration 40F: 3 clusters Score -4841068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4841070.500000 Penalty: 5221.613281
	Iteration 41Q: 3 clusters Score -4841070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4841070.500000 Penalty: 5221.613281
	Iteration 42Q: 3 clusters Score -4841070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4841074.000000 Penalty: 5221.613281
	Iteration 43Q: 3 clusters Score -4841074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4841074.500000 Penalty: 5221.613281
	Iteration 44Q: 3 clusters Score -4841074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4841076.500000 Penalty: 5221.613281
	Iteration 45Q: 3 clusters Score -4841076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4841082.500000 Penalty: 5221.613281
	Iteration 46Q: 3 clusters Score -4841082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4841081.000000 Penalty: 5221.613281
	Iteration 47Q: 3 clusters Score -4841081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4841080.500000 Penalty: 5221.613281
	Iteration 48Q: 3 clusters Score -4841080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4841081.000000 Penalty: 5221.613281
	Iteration 49Q: 3 clusters Score -4841081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4841085.500000 Penalty: 5221.613281
	Iteration 50Q: 3 clusters Score -4841086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4841082.000000 Penalty: 5221.613281
	Iteration 51Q: 3 clusters Score -4841082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4841082.500000 Penalty: 5221.613281
	Iteration 52Q: 3 clusters Score -4841082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4841085.500000 Penalty: 5221.613281
	Iteration 53Q: 3 clusters Score -4841086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4841087.500000 Penalty: 5221.613281
	Iteration 54Q: 3 clusters Score -4841088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4841090.000000 Penalty: 5221.613281
	Iteration 55Q: 3 clusters Score -4841090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4841091.000000 Penalty: 5221.613281
	Iteration 56Q: 3 clusters Score -4841091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4841090.500000 Penalty: 5221.613281
	Iteration 57Q: 3 clusters Score -4841090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4841087.500000 Penalty: 5221.613281
	Iteration 58Q: 3 clusters Score -4841088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4841089.500000 Penalty: 5221.613281
	Iteration 59Q: 3 clusters Score -4841090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4841091.500000 Penalty: 5221.613281
	Iteration 60F: 3 clusters Score -4841092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85698.929688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -85698.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84037.750000 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -84037.75 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84718.507812 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -84718.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85185.429688 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -85185.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85366.484375 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -85366.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -85463.890625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -85463.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85502.679688 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -85502.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85534.734375 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -85534.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85590.695312 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -85590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85645.593750 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -85645.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85773.867188 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -85773.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -85843.695312 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -85843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85894.546875 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -85894.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -85937.882812 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -85937.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85963.710938 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -85963.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85983.445312 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -85983.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -85995.429688 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -85995.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86008.187500 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -86008.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86029.078125 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -86029.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86046.257812 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -86046.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -86072.375000 Penalty: 3303.009766
	Iteration 19Q: 3 clusters Score -86072.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -86085.937500 Penalty: 3303.009766
	Iteration 20F: 3 clusters Score -86085.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86096.289062 Penalty: 3303.009766
	Iteration 21Q: 3 clusters Score -86096.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -86098.250000 Penalty: 3303.009766
	Iteration 22Q: 3 clusters Score -86098.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86099.304688 Penalty: 3303.009766
	Iteration 23Q: 3 clusters Score -86099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86099.304688 Penalty: 3303.009766
	Iteration 24F: 3 clusters Score -86099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23147 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 208289 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189047 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159548 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 18 contains 185222 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166409792.000000 Penalty: 76877.992188
Splitting cluster 17 changes total score from -166411120.000000 to -166409792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (185222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Entering Unmasked Estep 
Score: -24033738.000000 Penalty: 3008.069092
	Iteration 0F: 2 clusters Score -2.403374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -23915592.000000 Penalty: 6016.138184
	Iteration 0F: 3 clusters Score -2.391559e+07 nChanged 88983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -23968482.000000 Penalty: 6016.138184
	Iteration 1F: 3 clusters Score -2.396848e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -23969680.000000 Penalty: 6016.138184
	Iteration 2Q: 3 clusters Score -2.396968e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -23971448.000000 Penalty: 6016.138184
	Iteration 3Q: 3 clusters Score -2.397145e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -23974032.000000 Penalty: 6016.138184
	Iteration 4Q: 3 clusters Score -2.397403e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -23978074.000000 Penalty: 6016.138184
	Iteration 5Q: 3 clusters Score -2.397807e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -23984300.000000 Penalty: 6016.138184
	Iteration 6F: 3 clusters Score -2.39843e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127358 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -23993854.000000 Penalty: 6016.138184
	Iteration 7F: 3 clusters Score -2.399385e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136244 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -24004702.000000 Penalty: 6016.138184
	Iteration 8F: 3 clusters Score -2.40047e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -24013336.000000 Penalty: 6016.138184
	Iteration 9F: 3 clusters Score -2.401334e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -24018388.000000 Penalty: 6016.138184
	Iteration 10Q: 3 clusters Score -2.401839e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -24021254.000000 Penalty: 6016.138184
	Iteration 11Q: 3 clusters Score -2.402125e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -24023080.000000 Penalty: 6016.138184
	Iteration 12Q: 3 clusters Score -2.402308e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -24024370.000000 Penalty: 6016.138184
	Iteration 13Q: 3 clusters Score -2.402437e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -24025544.000000 Penalty: 6016.138184
	Iteration 14Q: 3 clusters Score -2.402554e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -24026520.000000 Penalty: 6016.138184
	Iteration 15Q: 3 clusters Score -2.402652e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -24027324.000000 Penalty: 6016.138184
	Iteration 16Q: 3 clusters Score -2.402732e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -24027986.000000 Penalty: 6016.138184
	Iteration 17Q: 3 clusters Score -2.402799e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -24028698.000000 Penalty: 6016.138184
	Iteration 18Q: 3 clusters Score -2.40287e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163210 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -24029102.000000 Penalty: 6016.138184
	Iteration 19Q: 3 clusters Score -2.40291e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -24029586.000000 Penalty: 6016.138184
	Iteration 20F: 3 clusters Score -2.402959e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -24030012.000000 Penalty: 6016.138184
	Iteration 21Q: 3 clusters Score -2.403001e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -24030392.000000 Penalty: 6016.138184
	Iteration 22Q: 3 clusters Score -2.403039e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -24030636.000000 Penalty: 6016.138184
	Iteration 23Q: 3 clusters Score -2.403064e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167523 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -24030858.000000 Penalty: 6016.138184
	Iteration 24Q: 3 clusters Score -2.403086e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -24031166.000000 Penalty: 6016.138184
	Iteration 25Q: 3 clusters Score -2.403117e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168924 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -24031296.000000 Penalty: 6016.138184
	Iteration 26Q: 3 clusters Score -2.40313e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -24031466.000000 Penalty: 6016.138184
	Iteration 27Q: 3 clusters Score -2.403147e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -24031512.000000 Penalty: 6016.138184
	Iteration 28Q: 3 clusters Score -2.403151e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -24031658.000000 Penalty: 6016.138184
	Iteration 29Q: 3 clusters Score -2.403166e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -24031798.000000 Penalty: 6016.138184
	Iteration 30Q: 3 clusters Score -2.40318e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -24031878.000000 Penalty: 6016.138184
	Iteration 31Q: 3 clusters Score -2.403188e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -24031926.000000 Penalty: 6016.138184
	Iteration 32Q: 3 clusters Score -2.403193e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -24031856.000000 Penalty: 6016.138184
	Iteration 33Q: 3 clusters Score -2.403186e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -24031790.000000 Penalty: 6016.138184
	Iteration 34Q: 3 clusters Score -2.403179e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173406 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -24031844.000000 Penalty: 6016.138184
	Iteration 35Q: 3 clusters Score -2.403184e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -24031926.000000 Penalty: 6016.138184
	Iteration 36Q: 3 clusters Score -2.403193e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -24031888.000000 Penalty: 6016.138184
	Iteration 37Q: 3 clusters Score -2.403189e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -24031930.000000 Penalty: 6016.138184
	Iteration 38Q: 3 clusters Score -2.403193e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174876 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -24031894.000000 Penalty: 6016.138184
	Iteration 39Q: 3 clusters Score -2.403189e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -24031942.000000 Penalty: 6016.138184
	Iteration 40F: 3 clusters Score -2.403194e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -24031942.000000 Penalty: 6016.138184
	Iteration 41Q: 3 clusters Score -2.403194e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -24031938.000000 Penalty: 6016.138184
	Iteration 42Q: 3 clusters Score -2.403194e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -24031972.000000 Penalty: 6016.138184
	Iteration 43Q: 3 clusters Score -2.403197e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176250 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -24031972.000000 Penalty: 6016.138184
	Iteration 44Q: 3 clusters Score -2.403197e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -24031932.000000 Penalty: 6016.138184
	Iteration 45Q: 3 clusters Score -2.403193e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -24031918.000000 Penalty: 6016.138184
	Iteration 46Q: 3 clusters Score -2.403192e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -24031908.000000 Penalty: 6016.138184
	Iteration 47Q: 3 clusters Score -2.403191e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -24031858.000000 Penalty: 6016.138184
	Iteration 48Q: 3 clusters Score -2.403186e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177268 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -24031838.000000 Penalty: 6016.138184
	Iteration 49Q: 3 clusters Score -2.403184e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -24031794.000000 Penalty: 6016.138184
	Iteration 50Q: 3 clusters Score -2.403179e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177602 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -24031776.000000 Penalty: 6016.138184
	Iteration 51Q: 3 clusters Score -2.403178e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -24031778.000000 Penalty: 6016.138184
	Iteration 52Q: 3 clusters Score -2.403178e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177902 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -24031794.000000 Penalty: 6016.138184
	Iteration 53Q: 3 clusters Score -2.403179e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -24031812.000000 Penalty: 6016.138184
	Iteration 54Q: 3 clusters Score -2.403181e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -24031800.000000 Penalty: 6016.138184
	Iteration 55Q: 3 clusters Score -2.40318e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178291 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -24031768.000000 Penalty: 6016.138184
	Iteration 56Q: 3 clusters Score -2.403177e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -24031742.000000 Penalty: 6016.138184
	Iteration 57Q: 3 clusters Score -2.403174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -24031700.000000 Penalty: 6016.138184
	Iteration 58Q: 3 clusters Score -2.40317e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178659 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 59Q: 3 clusters Score -2.403168e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -24031614.000000 Penalty: 6016.138184
	Iteration 60F: 3 clusters Score -2.403161e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178887 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -24031582.000000 Penalty: 6016.138184
	Iteration 61Q: 3 clusters Score -2.403158e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -24031622.000000 Penalty: 6016.138184
	Iteration 62Q: 3 clusters Score -2.403162e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179095 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -24031582.000000 Penalty: 6016.138184
	Iteration 63Q: 3 clusters Score -2.403158e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179189 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -24031614.000000 Penalty: 6016.138184
	Iteration 64Q: 3 clusters Score -2.403161e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -24031612.000000 Penalty: 6016.138184
	Iteration 65Q: 3 clusters Score -2.403161e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -24031628.000000 Penalty: 6016.138184
	Iteration 66Q: 3 clusters Score -2.403163e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -24031642.000000 Penalty: 6016.138184
	Iteration 67Q: 3 clusters Score -2.403164e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179593 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -24031688.000000 Penalty: 6016.138184
	Iteration 68Q: 3 clusters Score -2.403169e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179684 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 69Q: 3 clusters Score -2.403168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179760 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -24031662.000000 Penalty: 6016.138184
	Iteration 70Q: 3 clusters Score -2.403166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179817 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -24031660.000000 Penalty: 6016.138184
	Iteration 71Q: 3 clusters Score -2.403166e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -24031688.000000 Penalty: 6016.138184
	Iteration 72Q: 3 clusters Score -2.403169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -24031666.000000 Penalty: 6016.138184
	Iteration 73Q: 3 clusters Score -2.403167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -24031680.000000 Penalty: 6016.138184
	Iteration 74Q: 3 clusters Score -2.403168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -24031672.000000 Penalty: 6016.138184
	Iteration 75Q: 3 clusters Score -2.403167e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -24031670.000000 Penalty: 6016.138184
	Iteration 76Q: 3 clusters Score -2.403167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180093 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -24031700.000000 Penalty: 6016.138184
	Iteration 77Q: 3 clusters Score -2.40317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -24031698.000000 Penalty: 6016.138184
	Iteration 78Q: 3 clusters Score -2.40317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -24031706.000000 Penalty: 6016.138184
	Iteration 79Q: 3 clusters Score -2.403171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -24031710.000000 Penalty: 6016.138184
	Iteration 80F: 3 clusters Score -2.403171e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -24031690.000000 Penalty: 6016.138184
	Iteration 81Q: 3 clusters Score -2.403169e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180298 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -24031712.000000 Penalty: 6016.138184
	Iteration 82Q: 3 clusters Score -2.403171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 83Q: 3 clusters Score -2.40317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180363 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -24031688.000000 Penalty: 6016.138184
	Iteration 84Q: 3 clusters Score -2.403169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180390 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 85Q: 3 clusters Score -2.40317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -24031728.000000 Penalty: 6016.138184
	Iteration 86Q: 3 clusters Score -2.403173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -24031718.000000 Penalty: 6016.138184
	Iteration 87Q: 3 clusters Score -2.403172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -24031734.000000 Penalty: 6016.138184
	Iteration 88Q: 3 clusters Score -2.403173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 89Q: 3 clusters Score -2.403168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180500 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -24031694.000000 Penalty: 6016.138184
	Iteration 90Q: 3 clusters Score -2.403169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180525 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -24031720.000000 Penalty: 6016.138184
	Iteration 91Q: 3 clusters Score -2.403172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -24031726.000000 Penalty: 6016.138184
	Iteration 92Q: 3 clusters Score -2.403173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180578 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -24031730.000000 Penalty: 6016.138184
	Iteration 93Q: 3 clusters Score -2.403173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -24031728.000000 Penalty: 6016.138184
	Iteration 94Q: 3 clusters Score -2.403173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180619 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -24031724.000000 Penalty: 6016.138184
	Iteration 95Q: 3 clusters Score -2.403172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180636 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -24031742.000000 Penalty: 6016.138184
	Iteration 96Q: 3 clusters Score -2.403174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180649 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -24031730.000000 Penalty: 6016.138184
	Iteration 97Q: 3 clusters Score -2.403173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180659 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -24031716.000000 Penalty: 6016.138184
	Iteration 98Q: 3 clusters Score -2.403172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180672 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -24031686.000000 Penalty: 6016.138184
	Iteration 99Q: 3 clusters Score -2.403169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 100F: 3 clusters Score -2.403168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -24031674.000000 Penalty: 6016.138184
	Iteration 101Q: 3 clusters Score -2.403167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -24031690.000000 Penalty: 6016.138184
	Iteration 102Q: 3 clusters Score -2.403169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -24031686.000000 Penalty: 6016.138184
	Iteration 103Q: 3 clusters Score -2.403169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -24031678.000000 Penalty: 6016.138184
	Iteration 104Q: 3 clusters Score -2.403168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180771 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -24031672.000000 Penalty: 6016.138184
	Iteration 105Q: 3 clusters Score -2.403167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -24031672.000000 Penalty: 6016.138184
	Iteration 106Q: 3 clusters Score -2.403167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -24031652.000000 Penalty: 6016.138184
	Iteration 107Q: 3 clusters Score -2.403165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -24031654.000000 Penalty: 6016.138184
	Iteration 108Q: 3 clusters Score -2.403165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180846 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -24031646.000000 Penalty: 6016.138184
	Iteration 109Q: 3 clusters Score -2.403165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180865 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -24031668.000000 Penalty: 6016.138184
	Iteration 110Q: 3 clusters Score -2.403167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 111Q: 3 clusters Score -2.403168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180898 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -24031688.000000 Penalty: 6016.138184
	Iteration 112Q: 3 clusters Score -2.403169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -24031662.000000 Penalty: 6016.138184
	Iteration 113Q: 3 clusters Score -2.403166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180933 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -24031668.000000 Penalty: 6016.138184
	Iteration 114Q: 3 clusters Score -2.403167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -24031660.000000 Penalty: 6016.138184
	Iteration 115Q: 3 clusters Score -2.403166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -24031678.000000 Penalty: 6016.138184
	Iteration 116Q: 3 clusters Score -2.403168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -24031672.000000 Penalty: 6016.138184
	Iteration 117Q: 3 clusters Score -2.403167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -24031668.000000 Penalty: 6016.138184
	Iteration 118Q: 3 clusters Score -2.403167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181014 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -24031664.000000 Penalty: 6016.138184
	Iteration 119Q: 3 clusters Score -2.403166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -24031666.000000 Penalty: 6016.138184
	Iteration 120F: 3 clusters Score -2.403167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -24031676.000000 Penalty: 6016.138184
	Iteration 121Q: 3 clusters Score -2.403168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181060 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -24031690.000000 Penalty: 6016.138184
	Iteration 122Q: 3 clusters Score -2.403169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181074 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -24031690.000000 Penalty: 6016.138184
	Iteration 123Q: 3 clusters Score -2.403169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -24031694.000000 Penalty: 6016.138184
	Iteration 124Q: 3 clusters Score -2.403169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -24031698.000000 Penalty: 6016.138184
	Iteration 125Q: 3 clusters Score -2.40317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -24031718.000000 Penalty: 6016.138184
	Iteration 126Q: 3 clusters Score -2.403172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -24031708.000000 Penalty: 6016.138184
	Iteration 127Q: 3 clusters Score -2.403171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181122 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 128Q: 3 clusters Score -2.403168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -24031692.000000 Penalty: 6016.138184
	Iteration 129Q: 3 clusters Score -2.403169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -24031702.000000 Penalty: 6016.138184
	Iteration 130Q: 3 clusters Score -2.40317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -24031704.000000 Penalty: 6016.138184
	Iteration 131Q: 3 clusters Score -2.40317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181156 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -24031718.000000 Penalty: 6016.138184
	Iteration 132Q: 3 clusters Score -2.403172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181170 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -24031708.000000 Penalty: 6016.138184
	Iteration 133Q: 3 clusters Score -2.403171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -24031698.000000 Penalty: 6016.138184
	Iteration 134Q: 3 clusters Score -2.40317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -24031698.000000 Penalty: 6016.138184
	Iteration 135Q: 3 clusters Score -2.40317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -24031700.000000 Penalty: 6016.138184
	Iteration 136Q: 3 clusters Score -2.40317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181209 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 137Q: 3 clusters Score -2.40317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181217 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -24031684.000000 Penalty: 6016.138184
	Iteration 138Q: 3 clusters Score -2.403168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 139Q: 3 clusters Score -2.40317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -24031740.000000 Penalty: 6016.138184
	Iteration 140F: 3 clusters Score -2.403174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -24031722.000000 Penalty: 6016.138184
	Iteration 141Q: 3 clusters Score -2.403172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -24031724.000000 Penalty: 6016.138184
	Iteration 142Q: 3 clusters Score -2.403172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181262 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -24031712.000000 Penalty: 6016.138184
	Iteration 143Q: 3 clusters Score -2.403171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -24031718.000000 Penalty: 6016.138184
	Iteration 144Q: 3 clusters Score -2.403172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181278 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -24031690.000000 Penalty: 6016.138184
	Iteration 145Q: 3 clusters Score -2.403169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -24031726.000000 Penalty: 6016.138184
	Iteration 146Q: 3 clusters Score -2.403173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -24031716.000000 Penalty: 6016.138184
	Iteration 147Q: 3 clusters Score -2.403172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -24031708.000000 Penalty: 6016.138184
	Iteration 148Q: 3 clusters Score -2.403171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181289 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -24031698.000000 Penalty: 6016.138184
	Iteration 149Q: 3 clusters Score -2.40317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 150Q: 3 clusters Score -2.40317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -24031696.000000 Penalty: 6016.138184
	Iteration 151F: 3 clusters Score -2.40317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -911918.812500 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -911918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -905904.625000 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -905904.6 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -907769.062500 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -907769.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -908292.062500 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -908292.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -908695.875000 Penalty: 4424.579102
	Iteration 3F: 3 clusters Score -908695.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -909001.125000 Penalty: 4424.579102
	Iteration 4F: 3 clusters Score -909001.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -909230.562500 Penalty: 4424.579102
	Iteration 5F: 3 clusters Score -909230.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -909423.187500 Penalty: 4424.579102
	Iteration 6Q: 3 clusters Score -909423.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -909589.812500 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -909589.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -909704.062500 Penalty: 4424.579102
	Iteration 8Q: 3 clusters Score -909704.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -909797.937500 Penalty: 4424.579102
	Iteration 9Q: 3 clusters Score -909797.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -909881.937500 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -909881.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -909943.250000 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -909943.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -909985.875000 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -909985.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -910014.437500 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -910014.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -910034.562500 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -910034.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -910047.937500 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -910047.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -910065.875000 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -910065.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -910080.875000 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -910080.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -910095.562500 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -910095.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -910108.937500 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -910108.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -910119.125000 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -910119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -910132.625000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -910132.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -910146.625000 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -910146.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -910159.562500 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -910159.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -910171.062500 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -910171.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -910183.937500 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -910183.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -910195.937500 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -910195.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -910207.437500 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -910207.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -910218.437500 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -910218.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -910229.750000 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -910229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -910240.062500 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -910240.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -910250.062500 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -910250.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -910263.437500 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -910263.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -910282.500000 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -910282.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -910299.812500 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -910299.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -910323.875000 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -910323.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -910355.250000 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -910355.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -910390.625000 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -910390.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -910420.000000 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -910420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -910454.625000 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -910454.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -910484.562500 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -910484.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -910515.875000 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -910515.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -910537.500000 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -910537.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -910558.750000 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -910558.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -910577.000000 Penalty: 4424.579102
	Iteration 44Q: 3 clusters Score -910577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -910602.875000 Penalty: 4424.579102
	Iteration 45Q: 3 clusters Score -910602.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -910620.625000 Penalty: 4424.579102
	Iteration 46Q: 3 clusters Score -910620.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -910642.312500 Penalty: 4424.579102
	Iteration 47Q: 3 clusters Score -910642.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -910661.937500 Penalty: 4424.579102
	Iteration 48Q: 3 clusters Score -910661.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -910685.250000 Penalty: 4424.579102
	Iteration 49Q: 3 clusters Score -910685.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -910702.687500 Penalty: 4424.579102
	Iteration 50Q: 3 clusters Score -910702.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -910715.937500 Penalty: 4424.579102
	Iteration 51Q: 3 clusters Score -910715.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -910725.312500 Penalty: 4424.579102
	Iteration 52Q: 3 clusters Score -910725.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -910734.500000 Penalty: 4424.579102
	Iteration 53Q: 3 clusters Score -910734.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -910738.062500 Penalty: 4424.579102
	Iteration 54Q: 3 clusters Score -910738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -910741.687500 Penalty: 4424.579102
	Iteration 55Q: 3 clusters Score -910741.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -910748.812500 Penalty: 4424.579102
	Iteration 56Q: 3 clusters Score -910748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -910748.937500 Penalty: 4424.579102
	Iteration 57Q: 3 clusters Score -910748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -910754.625000 Penalty: 4424.579102
	Iteration 58Q: 3 clusters Score -910754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -910756.375000 Penalty: 4424.579102
	Iteration 59Q: 3 clusters Score -910756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -910761.625000 Penalty: 4424.579102
	Iteration 60F: 3 clusters Score -910761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -910765.437500 Penalty: 4424.579102
	Iteration 61Q: 3 clusters Score -910765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -910769.625000 Penalty: 4424.579102
	Iteration 62Q: 3 clusters Score -910769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -910769.937500 Penalty: 4424.579102
	Iteration 63Q: 3 clusters Score -910769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -910772.500000 Penalty: 4424.579102
	Iteration 64Q: 3 clusters Score -910772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -910773.750000 Penalty: 4424.579102
	Iteration 65Q: 3 clusters Score -910773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -910776.687500 Penalty: 4424.579102
	Iteration 66Q: 3 clusters Score -910776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -910777.937500 Penalty: 4424.579102
	Iteration 67Q: 3 clusters Score -910777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -910778.062500 Penalty: 4424.579102
	Iteration 68Q: 3 clusters Score -910778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -910778.937500 Penalty: 4424.579102
	Iteration 69Q: 3 clusters Score -910778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -910785.500000 Penalty: 4424.579102
	Iteration 70Q: 3 clusters Score -910785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -910787.625000 Penalty: 4424.579102
	Iteration 71Q: 3 clusters Score -910787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -910789.562500 Penalty: 4424.579102
	Iteration 72Q: 3 clusters Score -910789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -910791.125000 Penalty: 4424.579102
	Iteration 73Q: 3 clusters Score -910791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -910791.125000 Penalty: 4424.579102
	Iteration 74F: 3 clusters Score -910791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -1089921.625000 Penalty: 2242.748535
	Iteration 0F: 2 clusters Score -1089922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1083209.750000 Penalty: 4485.497070
	Iteration 0F: 3 clusters Score -1083210 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1085143.000000 Penalty: 4485.497070
	Iteration 1F: 3 clusters Score -1085143 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1085451.375000 Penalty: 4485.497070
	Iteration 2F: 3 clusters Score -1085451 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1085693.500000 Penalty: 4485.497070
	Iteration 3F: 3 clusters Score -1085694 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1085881.500000 Penalty: 4485.497070
	Iteration 4Q: 3 clusters Score -1085882 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1086058.875000 Penalty: 4485.497070
	Iteration 5Q: 3 clusters Score -1086059 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1086268.375000 Penalty: 4485.497070
	Iteration 6Q: 3 clusters Score -1086268 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1086501.625000 Penalty: 4485.497070
	Iteration 7Q: 3 clusters Score -1086502 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1086787.625000 Penalty: 4485.497070
	Iteration 8Q: 3 clusters Score -1086788 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1087071.250000 Penalty: 4485.497070
	Iteration 9Q: 3 clusters Score -1087071 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1087344.125000 Penalty: 4485.497070
	Iteration 10Q: 3 clusters Score -1087344 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1087603.625000 Penalty: 4485.497070
	Iteration 11Q: 3 clusters Score -1087604 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1087816.500000 Penalty: 4485.497070
	Iteration 12Q: 3 clusters Score -1087816 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1087995.625000 Penalty: 4485.497070
	Iteration 13Q: 3 clusters Score -1087996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1088126.375000 Penalty: 4485.497070
	Iteration 14Q: 3 clusters Score -1088126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1088203.500000 Penalty: 4485.497070
	Iteration 15Q: 3 clusters Score -1088204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1088259.000000 Penalty: 4485.497070
	Iteration 16Q: 3 clusters Score -1088259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1088299.875000 Penalty: 4485.497070
	Iteration 17Q: 3 clusters Score -1088300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1088329.875000 Penalty: 4485.497070
	Iteration 18Q: 3 clusters Score -1088330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1088351.250000 Penalty: 4485.497070
	Iteration 19Q: 3 clusters Score -1088351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1088376.500000 Penalty: 4485.497070
	Iteration 20F: 3 clusters Score -1088376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1088395.875000 Penalty: 4485.497070
	Iteration 21Q: 3 clusters Score -1088396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1088407.250000 Penalty: 4485.497070
	Iteration 22Q: 3 clusters Score -1088407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1088412.625000 Penalty: 4485.497070
	Iteration 23Q: 3 clusters Score -1088413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1088416.375000 Penalty: 4485.497070
	Iteration 24Q: 3 clusters Score -1088416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1088418.250000 Penalty: 4485.497070
	Iteration 25Q: 3 clusters Score -1088418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1088419.750000 Penalty: 4485.497070
	Iteration 26Q: 3 clusters Score -1088420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1088422.750000 Penalty: 4485.497070
	Iteration 27Q: 3 clusters Score -1088423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1088424.875000 Penalty: 4485.497070
	Iteration 28Q: 3 clusters Score -1088425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1088427.750000 Penalty: 4485.497070
	Iteration 29Q: 3 clusters Score -1088428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1088427.750000 Penalty: 4485.497070
	Iteration 30Q: 3 clusters Score -1088428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1088428.875000 Penalty: 4485.497070
	Iteration 31Q: 3 clusters Score -1088429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1088427.750000 Penalty: 4485.497070
	Iteration 32Q: 3 clusters Score -1088428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1088428.000000 Penalty: 4485.497070
	Iteration 33Q: 3 clusters Score -1088428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1088428.125000 Penalty: 4485.497070
	Iteration 34Q: 3 clusters Score -1088428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1088428.250000 Penalty: 4485.497070
	Iteration 35Q: 3 clusters Score -1088428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1088428.875000 Penalty: 4485.497070
	Iteration 36Q: 3 clusters Score -1088429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1088428.875000 Penalty: 4485.497070
	Iteration 37F: 3 clusters Score -1088429 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63737.875000 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63737.88 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64134.703125 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64134.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64304.453125 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64304.45 nChanged 33
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: -64432.417969 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64432.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64554.023438 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64554.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64737.734375 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -64737.73 nChanged 33
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: -64998.300781 Penalty: 3206.435791
	Iteration 6F: 3 clusters Score -64998.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65202.218750 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65202.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65264.851562 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65264.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65350.132812 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65350.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65410.058594 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65410.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65456.531250 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65456.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65485.351562 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65485.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65520.601562 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65553.804688 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65564.171875 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65564.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65569.289062 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -65569.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65569.289062 Penalty: 3206.435791
	Iteration 17F: 3 clusters Score -65569.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23147 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 208289 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189047 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159548 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185222 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 23 contains 213 members 
Entering Unmasked Estep 
Score: -166409936.000000 Penalty: 76877.992188
Splitting cluster 23 changes total score from -166411120.000000 to -166409936.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23147 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 208289 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189047 members 
Mstep: Class 12 contains 73861 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159548 members 
Mstep: Class 16 contains 37326 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185222 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411376.000000 Penalty: 73383.539062
Iteration 159Q: 22 clusters Score -1.664114e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 21439 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169877 members 
Mstep: Class 8 contains 208269 members 
Mstep: Class 9 contains 165220 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189076 members 
Mstep: Class 12 contains 73874 members 
Mstep: Class 13 contains 46501 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 159527 members 
Mstep: Class 16 contains 37320 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185235 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8486 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411424.000000 Penalty: 73383.539062
Iteration 160F: 22 clusters Score -1.664114e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23137 members 
Mstep: Class 3 contains 21421 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169861 members 
Mstep: Class 8 contains 208261 members 
Mstep: Class 9 contains 165224 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189097 members 
Mstep: Class 12 contains 73881 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 159511 members 
Mstep: Class 16 contains 37305 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185268 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411424.000000 Penalty: 73383.539062
Iteration 161Q: 22 clusters Score -1.664114e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23132 members 
Mstep: Class 3 contains 21419 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 169834 members 
Mstep: Class 8 contains 208257 members 
Mstep: Class 9 contains 165226 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189132 members 
Mstep: Class 12 contains 73885 members 
Mstep: Class 13 contains 46502 members 
Mstep: Class 14 contains 9949 members 
Mstep: Class 15 contains 159478 members 
Mstep: Class 16 contains 37290 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185291 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411440.000000 Penalty: 73383.539062
Iteration 162Q: 22 clusters Score -1.664114e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 21411 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 169835 members 
Mstep: Class 8 contains 208257 members 
Mstep: Class 9 contains 165223 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189150 members 
Mstep: Class 12 contains 73894 members 
Mstep: Class 13 contains 46509 members 
Mstep: Class 14 contains 9949 members 
Mstep: Class 15 contains 159449 members 
Mstep: Class 16 contains 37273 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185301 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411520.000000 Penalty: 73383.539062
Iteration 163Q: 22 clusters Score -1.664115e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 21405 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 169849 members 
Mstep: Class 8 contains 208254 members 
Mstep: Class 9 contains 165236 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189156 members 
Mstep: Class 12 contains 73905 members 
Mstep: Class 13 contains 46499 members 
Mstep: Class 14 contains 9953 members 
Mstep: Class 15 contains 159426 members 
Mstep: Class 16 contains 37256 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185299 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411504.000000 Penalty: 73383.539062
Iteration 164Q: 22 clusters Score -1.664115e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23124 members 
Mstep: Class 3 contains 21400 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 169874 members 
Mstep: Class 8 contains 208243 members 
Mstep: Class 9 contains 165238 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189191 members 
Mstep: Class 12 contains 73910 members 
Mstep: Class 13 contains 46483 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 159385 members 
Mstep: Class 16 contains 37249 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185305 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411616.000000 Penalty: 73383.539062
Iteration 165Q: 22 clusters Score -1.664116e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23122 members 
Mstep: Class 3 contains 21398 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 169908 members 
Mstep: Class 8 contains 208230 members 
Mstep: Class 9 contains 165262 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189211 members 
Mstep: Class 12 contains 73913 members 
Mstep: Class 13 contains 46468 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 159341 members 
Mstep: Class 16 contains 37247 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185282 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8572 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411872.000000 Penalty: 73383.539062
Iteration 166Q: 22 clusters Score -1.664119e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 21393 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 169931 members 
Mstep: Class 8 contains 208222 members 
Mstep: Class 9 contains 165276 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189236 members 
Mstep: Class 12 contains 73916 members 
Mstep: Class 13 contains 46456 members 
Mstep: Class 14 contains 9953 members 
Mstep: Class 15 contains 159314 members 
Mstep: Class 16 contains 37246 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185264 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411600.000000 Penalty: 73383.539062
Iteration 167Q: 22 clusters Score -1.664116e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23117 members 
Mstep: Class 3 contains 21381 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 169949 members 
Mstep: Class 8 contains 208217 members 
Mstep: Class 9 contains 165293 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189247 members 
Mstep: Class 12 contains 73917 members 
Mstep: Class 13 contains 46442 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 159327 members 
Mstep: Class 16 contains 37234 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185232 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8600 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411888.000000 Penalty: 73383.539062
Iteration 168Q: 22 clusters Score -1.664119e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23111 members 
Mstep: Class 3 contains 21376 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 169943 members 
Mstep: Class 8 contains 208216 members 
Mstep: Class 9 contains 165327 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189250 members 
Mstep: Class 12 contains 73914 members 
Mstep: Class 13 contains 46433 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 159314 members 
Mstep: Class 16 contains 37225 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185236 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411856.000000 Penalty: 73383.539062
Iteration 169Q: 22 clusters Score -1.664119e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23107 members 
Mstep: Class 3 contains 21380 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 169923 members 
Mstep: Class 8 contains 208224 members 
Mstep: Class 9 contains 165352 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189245 members 
Mstep: Class 12 contains 73913 members 
Mstep: Class 13 contains 46429 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 159280 members 
Mstep: Class 16 contains 37217 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185257 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411984.000000 Penalty: 73383.539062
Iteration 170Q: 22 clusters Score -1.66412e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23101 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 169932 members 
Mstep: Class 8 contains 208228 members 
Mstep: Class 9 contains 165383 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189238 members 
Mstep: Class 12 contains 73914 members 
Mstep: Class 13 contains 46419 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 159243 members 
Mstep: Class 16 contains 37209 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185266 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412192.000000 Penalty: 73383.539062
Iteration 171Q: 22 clusters Score -1.664122e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23093 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 169915 members 
Mstep: Class 8 contains 208236 members 
Mstep: Class 9 contains 165383 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189242 members 
Mstep: Class 12 contains 73923 members 
Mstep: Class 13 contains 46414 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 159211 members 
Mstep: Class 16 contains 37206 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185296 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8649 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412080.000000 Penalty: 73383.539062
Iteration 172Q: 22 clusters Score -1.664121e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23088 members 
Mstep: Class 3 contains 21374 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 169940 members 
Mstep: Class 8 contains 208218 members 
Mstep: Class 9 contains 165374 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189245 members 
Mstep: Class 12 contains 73926 members 
Mstep: Class 13 contains 46410 members 
Mstep: Class 14 contains 9967 members 
Mstep: Class 15 contains 159199 members 
Mstep: Class 16 contains 37195 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185313 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8662 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412256.000000 Penalty: 73383.539062
Iteration 173Q: 22 clusters Score -1.664123e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23083 members 
Mstep: Class 3 contains 21364 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 169945 members 
Mstep: Class 8 contains 208216 members 
Mstep: Class 9 contains 165378 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189230 members 
Mstep: Class 12 contains 73936 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 9969 members 
Mstep: Class 15 contains 159214 members 
Mstep: Class 16 contains 37177 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185325 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8669 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412192.000000 Penalty: 73383.539062
Iteration 174Q: 22 clusters Score -1.664122e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23077 members 
Mstep: Class 3 contains 21361 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 169959 members 
Mstep: Class 8 contains 208177 members 
Mstep: Class 9 contains 165388 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189237 members 
Mstep: Class 12 contains 73944 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 9971 members 
Mstep: Class 15 contains 159242 members 
Mstep: Class 16 contains 37159 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185324 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8673 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412000.000000 Penalty: 73383.539062
Iteration 175Q: 22 clusters Score -1.66412e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23069 members 
Mstep: Class 3 contains 21361 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169962 members 
Mstep: Class 8 contains 208163 members 
Mstep: Class 9 contains 165385 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189238 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 46380 members 
Mstep: Class 14 contains 9972 members 
Mstep: Class 15 contains 159284 members 
Mstep: Class 16 contains 37142 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185311 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412048.000000 Penalty: 73383.539062
Iteration 176Q: 22 clusters Score -1.66412e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23056 members 
Mstep: Class 3 contains 21353 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 169994 members 
Mstep: Class 8 contains 208169 members 
Mstep: Class 9 contains 165382 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189237 members 
Mstep: Class 12 contains 73964 members 
Mstep: Class 13 contains 46360 members 
Mstep: Class 14 contains 9964 members 
Mstep: Class 15 contains 159276 members 
Mstep: Class 16 contains 37121 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185335 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8695 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411888.000000 Penalty: 73383.539062
Iteration 177Q: 22 clusters Score -1.664119e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23046 members 
Mstep: Class 3 contains 21350 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169980 members 
Mstep: Class 8 contains 208150 members 
Mstep: Class 9 contains 165406 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189231 members 
Mstep: Class 12 contains 73981 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 9959 members 
Mstep: Class 15 contains 159288 members 
Mstep: Class 16 contains 37104 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185356 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411696.000000 Penalty: 73383.539062
Iteration 178Q: 22 clusters Score -1.664117e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23035 members 
Mstep: Class 3 contains 21332 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169987 members 
Mstep: Class 8 contains 208134 members 
Mstep: Class 9 contains 165385 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189241 members 
Mstep: Class 12 contains 73991 members 
Mstep: Class 13 contains 46332 members 
Mstep: Class 14 contains 9959 members 
Mstep: Class 15 contains 159294 members 
Mstep: Class 16 contains 37096 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185416 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411648.000000 Penalty: 73383.539062
Iteration 179Q: 22 clusters Score -1.664116e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23027 members 
Mstep: Class 3 contains 21321 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169960 members 
Mstep: Class 8 contains 208119 members 
Mstep: Class 9 contains 165398 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189245 members 
Mstep: Class 12 contains 74002 members 
Mstep: Class 13 contains 46315 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 159312 members 
Mstep: Class 16 contains 37087 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185456 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411664.000000 Penalty: 73383.539062
Iteration 180F: 22 clusters Score -1.664117e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23020 members 
Mstep: Class 3 contains 21320 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 169961 members 
Mstep: Class 8 contains 208121 members 
Mstep: Class 9 contains 165413 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189277 members 
Mstep: Class 12 contains 74001 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 159320 members 
Mstep: Class 16 contains 37070 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185440 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411776.000000 Penalty: 73383.539062
Iteration 181Q: 22 clusters Score -1.664118e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23015 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 169939 members 
Mstep: Class 8 contains 208137 members 
Mstep: Class 9 contains 165417 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189304 members 
Mstep: Class 12 contains 74012 members 
Mstep: Class 13 contains 46287 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 159319 members 
Mstep: Class 16 contains 37054 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185438 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166411952.000000 Penalty: 73383.539062
Iteration 182Q: 22 clusters Score -1.66412e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169924 members 
Mstep: Class 8 contains 208153 members 
Mstep: Class 9 contains 165418 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189322 members 
Mstep: Class 12 contains 74009 members 
Mstep: Class 13 contains 46266 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 159352 members 
Mstep: Class 16 contains 37042 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185431 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412080.000000 Penalty: 73383.539062
Iteration 183Q: 22 clusters Score -1.664121e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23003 members 
Mstep: Class 3 contains 21306 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 169915 members 
Mstep: Class 8 contains 208156 members 
Mstep: Class 9 contains 165434 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189323 members 
Mstep: Class 12 contains 74017 members 
Mstep: Class 13 contains 46237 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 159387 members 
Mstep: Class 16 contains 37026 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185431 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412272.000000 Penalty: 73383.539062
Iteration 184Q: 22 clusters Score -1.664123e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22999 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 169920 members 
Mstep: Class 8 contains 208148 members 
Mstep: Class 9 contains 165430 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189324 members 
Mstep: Class 12 contains 74015 members 
Mstep: Class 13 contains 46223 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 159411 members 
Mstep: Class 16 contains 37022 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185434 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412448.000000 Penalty: 73383.539062
Iteration 185Q: 22 clusters Score -1.664124e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22995 members 
Mstep: Class 3 contains 21302 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 169932 members 
Mstep: Class 8 contains 208141 members 
Mstep: Class 9 contains 165426 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189346 members 
Mstep: Class 12 contains 74013 members 
Mstep: Class 13 contains 46213 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 159414 members 
Mstep: Class 16 contains 37014 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185430 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8721 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412480.000000 Penalty: 73383.539062
Iteration 186Q: 22 clusters Score -1.664125e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22993 members 
Mstep: Class 3 contains 21302 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 169920 members 
Mstep: Class 8 contains 208133 members 
Mstep: Class 9 contains 165437 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189371 members 
Mstep: Class 12 contains 74006 members 
Mstep: Class 13 contains 46196 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 159430 members 
Mstep: Class 16 contains 37009 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185433 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8721 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412304.000000 Penalty: 73383.539062
Iteration 187Q: 22 clusters Score -1.664123e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22991 members 
Mstep: Class 3 contains 21297 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 169923 members 
Mstep: Class 8 contains 208134 members 
Mstep: Class 9 contains 165428 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189381 members 
Mstep: Class 12 contains 73991 members 
Mstep: Class 13 contains 46187 members 
Mstep: Class 14 contains 9957 members 
Mstep: Class 15 contains 159436 members 
Mstep: Class 16 contains 36996 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185465 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8723 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412320.000000 Penalty: 73383.539062
Iteration 188Q: 22 clusters Score -1.664123e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22990 members 
Mstep: Class 3 contains 21292 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 169933 members 
Mstep: Class 8 contains 208122 members 
Mstep: Class 9 contains 165405 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189402 members 
Mstep: Class 12 contains 73984 members 
Mstep: Class 13 contains 46179 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 36985 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185493 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412480.000000 Penalty: 73383.539062
Iteration 189Q: 22 clusters Score -1.664125e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22989 members 
Mstep: Class 3 contains 21282 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 169968 members 
Mstep: Class 8 contains 208093 members 
Mstep: Class 9 contains 165403 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189403 members 
Mstep: Class 12 contains 73984 members 
Mstep: Class 13 contains 46167 members 
Mstep: Class 14 contains 9956 members 
Mstep: Class 15 contains 159469 members 
Mstep: Class 16 contains 36974 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185516 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412496.000000 Penalty: 73383.539062
Iteration 190Q: 22 clusters Score -1.664125e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22989 members 
Mstep: Class 3 contains 21274 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 170001 members 
Mstep: Class 8 contains 208062 members 
Mstep: Class 9 contains 165389 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189411 members 
Mstep: Class 12 contains 73982 members 
Mstep: Class 13 contains 46155 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 159468 members 
Mstep: Class 16 contains 36962 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185566 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412496.000000 Penalty: 73383.539062
Iteration 191Q: 22 clusters Score -1.664125e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22989 members 
Mstep: Class 3 contains 21258 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 170033 members 
Mstep: Class 8 contains 208040 members 
Mstep: Class 9 contains 165380 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189408 members 
Mstep: Class 12 contains 73979 members 
Mstep: Class 13 contains 46140 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 159457 members 
Mstep: Class 16 contains 36944 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185636 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412608.000000 Penalty: 73383.539062
Iteration 192Q: 22 clusters Score -1.664126e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22985 members 
Mstep: Class 3 contains 21246 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 170043 members 
Mstep: Class 8 contains 208016 members 
Mstep: Class 9 contains 165363 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189383 members 
Mstep: Class 12 contains 73977 members 
Mstep: Class 13 contains 46132 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 159477 members 
Mstep: Class 16 contains 36931 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185715 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412464.000000 Penalty: 73383.539062
Iteration 193Q: 22 clusters Score -1.664125e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22982 members 
Mstep: Class 3 contains 21241 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 170044 members 
Mstep: Class 8 contains 207993 members 
Mstep: Class 9 contains 165349 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189358 members 
Mstep: Class 12 contains 73989 members 
Mstep: Class 13 contains 46125 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 159478 members 
Mstep: Class 16 contains 36928 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185784 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412848.000000 Penalty: 73383.539062
Iteration 194Q: 22 clusters Score -1.664128e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22981 members 
Mstep: Class 3 contains 21231 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 170054 members 
Mstep: Class 8 contains 207973 members 
Mstep: Class 9 contains 165354 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189331 members 
Mstep: Class 12 contains 73994 members 
Mstep: Class 13 contains 46102 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 159468 members 
Mstep: Class 16 contains 36933 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185846 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412800.000000 Penalty: 73383.539062
Iteration 195Q: 22 clusters Score -1.664128e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22978 members 
Mstep: Class 3 contains 21219 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 170058 members 
Mstep: Class 8 contains 207971 members 
Mstep: Class 9 contains 165370 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189296 members 
Mstep: Class 12 contains 74003 members 
Mstep: Class 13 contains 46086 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 159484 members 
Mstep: Class 16 contains 36931 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185864 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412800.000000 Penalty: 73383.539062
Iteration 196Q: 22 clusters Score -1.664128e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22974 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 170086 members 
Mstep: Class 8 contains 207956 members 
Mstep: Class 9 contains 165390 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189274 members 
Mstep: Class 12 contains 74001 members 
Mstep: Class 13 contains 46068 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 159473 members 
Mstep: Class 16 contains 36922 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185903 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412816.000000 Penalty: 73383.539062
Iteration 197Q: 22 clusters Score -1.664128e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22970 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 7 contains 170159 members 
Mstep: Class 8 contains 207944 members 
Mstep: Class 9 contains 165380 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189232 members 
Mstep: Class 12 contains 74007 members 
Mstep: Class 13 contains 46047 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 159475 members 
Mstep: Class 16 contains 36916 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185926 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166412800.000000 Penalty: 73383.539062
Iteration 198Q: 22 clusters Score -1.664128e+08 nChanged 915
Entering ConstructFrom: 
Score: -166412800.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -115317.640625 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -115317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113404.453125 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -113404.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113708.804688 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -113708.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113885.734375 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -113885.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114111.195312 Penalty: 3409.089111
	Iteration 3F: 3 clusters Score -114111.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114326.937500 Penalty: 3409.089111
	Iteration 4F: 3 clusters Score -114326.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -114513.937500 Penalty: 3409.089111
	Iteration 5F: 3 clusters Score -114513.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114675.179688 Penalty: 3409.089111
	Iteration 6F: 3 clusters Score -114675.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114786.281250 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -114786.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114844.054688 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -114844.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114892.445312 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -114892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114908.828125 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -114908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114923.460938 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -114923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114941.718750 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -114941.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114961.726562 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -114961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114978.351562 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -114978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114991.507812 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -114991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114997.687500 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -114997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115012.960938 Penalty: 3409.089111
	Iteration 17Q: 3 clusters Score -115013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115026.656250 Penalty: 3409.089111
	Iteration 18Q: 3 clusters Score -115026.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115035.273438 Penalty: 3409.089111
	Iteration 19Q: 3 clusters Score -115035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115046.281250 Penalty: 3409.089111
	Iteration 20F: 3 clusters Score -115046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115053.007812 Penalty: 3409.089111
	Iteration 21Q: 3 clusters Score -115053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115057.078125 Penalty: 3409.089111
	Iteration 22Q: 3 clusters Score -115057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -115069.742188 Penalty: 3409.089111
	Iteration 23Q: 3 clusters Score -115069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115078.343750 Penalty: 3409.089111
	Iteration 24Q: 3 clusters Score -115078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115082.734375 Penalty: 3409.089111
	Iteration 25Q: 3 clusters Score -115082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115084.281250 Penalty: 3409.089111
	Iteration 26Q: 3 clusters Score -115084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115087.062500 Penalty: 3409.089111
	Iteration 27Q: 3 clusters Score -115087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115087.062500 Penalty: 3409.089111
	Iteration 28F: 3 clusters Score -115087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Entering Unmasked Estep 
Score: -2959554.250000 Penalty: 2490.391357
	Iteration 0F: 2 clusters Score -2959554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2943654.000000 Penalty: 4980.782715
	Iteration 0F: 3 clusters Score -2943654 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2949101.000000 Penalty: 4980.782715
	Iteration 1F: 3 clusters Score -2949101 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2949700.750000 Penalty: 4980.782715
	Iteration 2F: 3 clusters Score -2949701 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2950326.250000 Penalty: 4980.782715
	Iteration 3F: 3 clusters Score -2950326 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2951153.000000 Penalty: 4980.782715
	Iteration 4F: 3 clusters Score -2951153 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2952332.750000 Penalty: 4980.782715
	Iteration 5F: 3 clusters Score -2952333 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2953921.500000 Penalty: 4980.782715
	Iteration 6F: 3 clusters Score -2953922 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2955494.750000 Penalty: 4980.782715
	Iteration 7F: 3 clusters Score -2955495 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2956585.000000 Penalty: 4980.782715
	Iteration 8F: 3 clusters Score -2956585 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2957171.500000 Penalty: 4980.782715
	Iteration 9Q: 3 clusters Score -2957172 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2957457.750000 Penalty: 4980.782715
	Iteration 10Q: 3 clusters Score -2957458 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2957576.250000 Penalty: 4980.782715
	Iteration 11Q: 3 clusters Score -2957576 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2957662.500000 Penalty: 4980.782715
	Iteration 12Q: 3 clusters Score -2957662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2957706.250000 Penalty: 4980.782715
	Iteration 13Q: 3 clusters Score -2957706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2957744.750000 Penalty: 4980.782715
	Iteration 14Q: 3 clusters Score -2957745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2957777.250000 Penalty: 4980.782715
	Iteration 15Q: 3 clusters Score -2957777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2957799.750000 Penalty: 4980.782715
	Iteration 16Q: 3 clusters Score -2957800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2957824.750000 Penalty: 4980.782715
	Iteration 17Q: 3 clusters Score -2957825 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2957836.750000 Penalty: 4980.782715
	Iteration 18Q: 3 clusters Score -2957837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2957860.000000 Penalty: 4980.782715
	Iteration 19Q: 3 clusters Score -2957860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2957863.750000 Penalty: 4980.782715
	Iteration 20F: 3 clusters Score -2957864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2957889.000000 Penalty: 4980.782715
	Iteration 21Q: 3 clusters Score -2957889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2957901.750000 Penalty: 4980.782715
	Iteration 22Q: 3 clusters Score -2957902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2957912.000000 Penalty: 4980.782715
	Iteration 23Q: 3 clusters Score -2957912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2957932.250000 Penalty: 4980.782715
	Iteration 24Q: 3 clusters Score -2957932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2957951.250000 Penalty: 4980.782715
	Iteration 25Q: 3 clusters Score -2957951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2957953.250000 Penalty: 4980.782715
	Iteration 26Q: 3 clusters Score -2957953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2957964.500000 Penalty: 4980.782715
	Iteration 27Q: 3 clusters Score -2957964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2957966.750000 Penalty: 4980.782715
	Iteration 28Q: 3 clusters Score -2957967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2957983.250000 Penalty: 4980.782715
	Iteration 29Q: 3 clusters Score -2957983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2957984.000000 Penalty: 4980.782715
	Iteration 30Q: 3 clusters Score -2957984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2957985.250000 Penalty: 4980.782715
	Iteration 31Q: 3 clusters Score -2957985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2957985.000000 Penalty: 4980.782715
	Iteration 32Q: 3 clusters Score -2957985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2957995.500000 Penalty: 4980.782715
	Iteration 33Q: 3 clusters Score -2957996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2957996.000000 Penalty: 4980.782715
	Iteration 34Q: 3 clusters Score -2957996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2957997.500000 Penalty: 4980.782715
	Iteration 35Q: 3 clusters Score -2957998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2958003.500000 Penalty: 4980.782715
	Iteration 36Q: 3 clusters Score -2958004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2958005.250000 Penalty: 4980.782715
	Iteration 37Q: 3 clusters Score -2958005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2958003.500000 Penalty: 4980.782715
	Iteration 38Q: 3 clusters Score -2958004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2958012.750000 Penalty: 4980.782715
	Iteration 39Q: 3 clusters Score -2958013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2958013.000000 Penalty: 4980.782715
	Iteration 40F: 3 clusters Score -2958013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2958013.750000 Penalty: 4980.782715
	Iteration 41Q: 3 clusters Score -2958014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2958025.250000 Penalty: 4980.782715
	Iteration 42Q: 3 clusters Score -2958025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2958026.750000 Penalty: 4980.782715
	Iteration 43Q: 3 clusters Score -2958027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2958026.250000 Penalty: 4980.782715
	Iteration 44Q: 3 clusters Score -2958026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2958033.750000 Penalty: 4980.782715
	Iteration 45Q: 3 clusters Score -2958034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2958038.750000 Penalty: 4980.782715
	Iteration 46Q: 3 clusters Score -2958039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2958029.250000 Penalty: 4980.782715
	Iteration 47Q: 3 clusters Score -2958029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2958032.000000 Penalty: 4980.782715
	Iteration 48Q: 3 clusters Score -2958032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2958038.750000 Penalty: 4980.782715
	Iteration 49Q: 3 clusters Score -2958039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2958048.000000 Penalty: 4980.782715
	Iteration 50Q: 3 clusters Score -2958048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2958050.250000 Penalty: 4980.782715
	Iteration 51Q: 3 clusters Score -2958050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2958056.250000 Penalty: 4980.782715
	Iteration 52Q: 3 clusters Score -2958056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2958061.000000 Penalty: 4980.782715
	Iteration 53Q: 3 clusters Score -2958061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2958067.500000 Penalty: 4980.782715
	Iteration 54Q: 3 clusters Score -2958068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2958069.500000 Penalty: 4980.782715
	Iteration 55Q: 3 clusters Score -2958070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2958072.750000 Penalty: 4980.782715
	Iteration 56Q: 3 clusters Score -2958073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2958068.250000 Penalty: 4980.782715
	Iteration 57Q: 3 clusters Score -2958068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2958071.000000 Penalty: 4980.782715
	Iteration 58Q: 3 clusters Score -2958071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2958065.500000 Penalty: 4980.782715
	Iteration 59Q: 3 clusters Score -2958066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2958072.000000 Penalty: 4980.782715
	Iteration 60F: 3 clusters Score -2958072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2958076.250000 Penalty: 4980.782715
	Iteration 61Q: 3 clusters Score -2958076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2958077.250000 Penalty: 4980.782715
	Iteration 62Q: 3 clusters Score -2958077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2958082.750000 Penalty: 4980.782715
	Iteration 63Q: 3 clusters Score -2958083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2958083.500000 Penalty: 4980.782715
	Iteration 64Q: 3 clusters Score -2958084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2958085.000000 Penalty: 4980.782715
	Iteration 65Q: 3 clusters Score -2958085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2958084.000000 Penalty: 4980.782715
	Iteration 66Q: 3 clusters Score -2958084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2958086.500000 Penalty: 4980.782715
	Iteration 67Q: 3 clusters Score -2958086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2958084.000000 Penalty: 4980.782715
	Iteration 68Q: 3 clusters Score -2958084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2958085.000000 Penalty: 4980.782715
	Iteration 69Q: 3 clusters Score -2958085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2958086.000000 Penalty: 4980.782715
	Iteration 70Q: 3 clusters Score -2958086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2958084.250000 Penalty: 4980.782715
	Iteration 71Q: 3 clusters Score -2958084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2958085.250000 Penalty: 4980.782715
	Iteration 72Q: 3 clusters Score -2958085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2958089.250000 Penalty: 4980.782715
	Iteration 73Q: 3 clusters Score -2958089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2958087.750000 Penalty: 4980.782715
	Iteration 74Q: 3 clusters Score -2958088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2958087.750000 Penalty: 4980.782715
	Iteration 75F: 3 clusters Score -2958088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -2759432.250000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -2759432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2744678.000000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -2744678 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2749455.250000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -2749455 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2749831.000000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -2749831 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2750120.250000 Penalty: 4940.703613
	Iteration 3Q: 3 clusters Score -2750120 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2750375.500000 Penalty: 4940.703613
	Iteration 4Q: 3 clusters Score -2750376 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2750622.250000 Penalty: 4940.703613
	Iteration 5Q: 3 clusters Score -2750622 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2750839.500000 Penalty: 4940.703613
	Iteration 6Q: 3 clusters Score -2750840 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2751104.750000 Penalty: 4940.703613
	Iteration 7Q: 3 clusters Score -2751105 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2751451.250000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -2751451 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2751841.750000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -2751842 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2752371.250000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -2752371 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2753017.000000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -2753017 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2753864.250000 Penalty: 4940.703613
	Iteration 12F: 3 clusters Score -2753864 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2754861.000000 Penalty: 4940.703613
	Iteration 13F: 3 clusters Score -2754861 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2755744.250000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -2755744 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2756220.000000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -2756220 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2756453.250000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -2756453 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2756603.250000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -2756603 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2756700.000000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -2756700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2756782.750000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -2756783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2756846.750000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -2756847 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2756912.000000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -2756912 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2756974.750000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -2756975 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2757020.750000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -2757021 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2757069.500000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -2757070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2757109.000000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -2757109 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2757150.250000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -2757150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2757188.250000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -2757188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2757218.250000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -2757218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2757237.750000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -2757238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2757267.000000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -2757267 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2757289.250000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -2757289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2757309.000000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -2757309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2757313.750000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -2757314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2757348.750000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -2757349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2757361.250000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -2757361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2757378.250000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -2757378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2757398.750000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -2757399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2757411.250000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -2757411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2757419.500000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -2757420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2757424.750000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -2757425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2757432.500000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -2757432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2757447.000000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -2757447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2757447.000000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -2757447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2757456.250000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -2757456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2757471.500000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -2757472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2757480.000000 Penalty: 4940.703613
	Iteration 46Q: 3 clusters Score -2757480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2757481.250000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -2757481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2757485.500000 Penalty: 4940.703613
	Iteration 48Q: 3 clusters Score -2757486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2757494.500000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -2757494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2757506.250000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -2757506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2757505.750000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -2757506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2757514.750000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -2757515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2757523.000000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -2757523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2757524.000000 Penalty: 4940.703613
	Iteration 54Q: 3 clusters Score -2757524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2757526.750000 Penalty: 4940.703613
	Iteration 55Q: 3 clusters Score -2757527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2757529.500000 Penalty: 4940.703613
	Iteration 56Q: 3 clusters Score -2757530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2757539.250000 Penalty: 4940.703613
	Iteration 57Q: 3 clusters Score -2757539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2757538.500000 Penalty: 4940.703613
	Iteration 58Q: 3 clusters Score -2757538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2757538.500000 Penalty: 4940.703613
	Iteration 59Q: 3 clusters Score -2757538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2757537.000000 Penalty: 4940.703613
	Iteration 60F: 3 clusters Score -2757537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2757548.500000 Penalty: 4940.703613
	Iteration 61Q: 3 clusters Score -2757548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2757550.000000 Penalty: 4940.703613
	Iteration 62Q: 3 clusters Score -2757550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2757558.250000 Penalty: 4940.703613
	Iteration 63Q: 3 clusters Score -2757558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2757562.250000 Penalty: 4940.703613
	Iteration 64Q: 3 clusters Score -2757562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2757563.000000 Penalty: 4940.703613
	Iteration 65Q: 3 clusters Score -2757563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2757565.250000 Penalty: 4940.703613
	Iteration 66Q: 3 clusters Score -2757565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2757564.750000 Penalty: 4940.703613
	Iteration 67Q: 3 clusters Score -2757565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2757564.000000 Penalty: 4940.703613
	Iteration 68Q: 3 clusters Score -2757564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2757564.250000 Penalty: 4940.703613
	Iteration 69Q: 3 clusters Score -2757564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2757564.250000 Penalty: 4940.703613
	Iteration 70F: 3 clusters Score -2757564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -542603.812500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -542603.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -538482.875000 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -538482.9 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -539470.250000 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -539470.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -539681.500000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -539681.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -539809.062500 Penalty: 4151.562012
	Iteration 3Q: 3 clusters Score -539809.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539896.687500 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -539896.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -539962.000000 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -539962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -540020.312500 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -540020.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -540077.312500 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -540077.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -540129.187500 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -540129.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -540175.562500 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -540175.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -540232.562500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -540232.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540293.312500 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -540293.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -540351.437500 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -540351.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -540404.312500 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -540404.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -540447.062500 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -540447.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -540478.187500 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -540478.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -540512.812500 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -540512.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -540552.062500 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -540552.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -540586.187500 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -540586.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -540610.375000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -540610.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -540627.437500 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -540627.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -540647.375000 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -540647.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -540662.312500 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -540662.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -540672.562500 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -540672.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -540683.375000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -540683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -540691.812500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -540691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -540706.875000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -540706.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -540722.375000 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -540722.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -540739.125000 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -540739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -540751.562500 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -540751.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -540770.125000 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -540770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -540779.375000 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -540779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -540787.625000 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -540787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -540793.875000 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -540793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -540798.500000 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -540798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -540803.562500 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -540803.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -540808.937500 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -540808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -540813.687500 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -540813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -540825.375000 Penalty: 4151.562012
	Iteration 38Q: 3 clusters Score -540825.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -540836.437500 Penalty: 4151.562012
	Iteration 39Q: 3 clusters Score -540836.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -540845.312500 Penalty: 4151.562012
	Iteration 40F: 3 clusters Score -540845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -540849.937500 Penalty: 4151.562012
	Iteration 41Q: 3 clusters Score -540849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -540855.625000 Penalty: 4151.562012
	Iteration 42Q: 3 clusters Score -540855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -540860.562500 Penalty: 4151.562012
	Iteration 43Q: 3 clusters Score -540860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -540862.312500 Penalty: 4151.562012
	Iteration 44Q: 3 clusters Score -540862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -540863.687500 Penalty: 4151.562012
	Iteration 45Q: 3 clusters Score -540863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -540864.812500 Penalty: 4151.562012
	Iteration 46Q: 3 clusters Score -540864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -540867.875000 Penalty: 4151.562012
	Iteration 47Q: 3 clusters Score -540867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -540871.750000 Penalty: 4151.562012
	Iteration 48Q: 3 clusters Score -540871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -540875.062500 Penalty: 4151.562012
	Iteration 49Q: 3 clusters Score -540875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -540879.125000 Penalty: 4151.562012
	Iteration 50Q: 3 clusters Score -540879.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -540884.562500 Penalty: 4151.562012
	Iteration 51Q: 3 clusters Score -540884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -540893.375000 Penalty: 4151.562012
	Iteration 52Q: 3 clusters Score -540893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -540898.375000 Penalty: 4151.562012
	Iteration 53Q: 3 clusters Score -540898.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -540901.875000 Penalty: 4151.562012
	Iteration 54Q: 3 clusters Score -540901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -540904.812500 Penalty: 4151.562012
	Iteration 55Q: 3 clusters Score -540904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -540908.125000 Penalty: 4151.562012
	Iteration 56Q: 3 clusters Score -540908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -540913.375000 Penalty: 4151.562012
	Iteration 57Q: 3 clusters Score -540913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -540914.562500 Penalty: 4151.562012
	Iteration 58Q: 3 clusters Score -540914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -540917.437500 Penalty: 4151.562012
	Iteration 59Q: 3 clusters Score -540917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -540920.312500 Penalty: 4151.562012
	Iteration 60F: 3 clusters Score -540920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -540924.125000 Penalty: 4151.562012
	Iteration 61Q: 3 clusters Score -540924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -540929.562500 Penalty: 4151.562012
	Iteration 62Q: 3 clusters Score -540929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -540931.375000 Penalty: 4151.562012
	Iteration 63Q: 3 clusters Score -540931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -540931.375000 Penalty: 4151.562012
	Iteration 64F: 3 clusters Score -540931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51133.910156 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51133.91 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51647.886719 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51647.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51903.960938 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51903.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52231.511719 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -52231.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52350.164062 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52350.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52421.976562 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52421.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52440.609375 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52440.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52444.796875 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52444.796875 Penalty: 3104.752441
	Iteration 8F: 3 clusters Score -52444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -356599.062500 Penalty: 1985.082764
	Iteration 0F: 2 clusters Score -356599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -353446.687500 Penalty: 3970.165527
	Iteration 0F: 3 clusters Score -353446.7 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -354517.375000 Penalty: 3970.165527
	Iteration 1F: 3 clusters Score -354517.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -354892.656250 Penalty: 3970.165527
	Iteration 2F: 3 clusters Score -354892.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -355070.875000 Penalty: 3970.165527
	Iteration 3F: 3 clusters Score -355070.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -355203.625000 Penalty: 3970.165527
	Iteration 4Q: 3 clusters Score -355203.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -355290.062500 Penalty: 3970.165527
	Iteration 5Q: 3 clusters Score -355290.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -355362.937500 Penalty: 3970.165527
	Iteration 6Q: 3 clusters Score -355362.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -355428.312500 Penalty: 3970.165527
	Iteration 7Q: 3 clusters Score -355428.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -355504.968750 Penalty: 3970.165527
	Iteration 8Q: 3 clusters Score -355505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -355583.843750 Penalty: 3970.165527
	Iteration 9Q: 3 clusters Score -355583.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -355660.468750 Penalty: 3970.165527
	Iteration 10Q: 3 clusters Score -355660.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -355739.593750 Penalty: 3970.165527
	Iteration 11Q: 3 clusters Score -355739.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -355818.812500 Penalty: 3970.165527
	Iteration 12Q: 3 clusters Score -355818.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -355913.281250 Penalty: 3970.165527
	Iteration 13Q: 3 clusters Score -355913.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -355992.500000 Penalty: 3970.165527
	Iteration 14Q: 3 clusters Score -355992.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -356086.000000 Penalty: 3970.165527
	Iteration 15Q: 3 clusters Score -356086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -356159.031250 Penalty: 3970.165527
	Iteration 16Q: 3 clusters Score -356159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -356253.750000 Penalty: 3970.165527
	Iteration 17Q: 3 clusters Score -356253.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -356287.906250 Penalty: 3970.165527
	Iteration 18Q: 3 clusters Score -356287.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -356311.656250 Penalty: 3970.165527
	Iteration 19Q: 3 clusters Score -356311.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -356409.968750 Penalty: 3970.165527
	Iteration 20F: 3 clusters Score -356410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -356476.906250 Penalty: 3970.165527
	Iteration 21Q: 3 clusters Score -356476.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -356498.031250 Penalty: 3970.165527
	Iteration 22Q: 3 clusters Score -356498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -356508.281250 Penalty: 3970.165527
	Iteration 23Q: 3 clusters Score -356508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -356516.312500 Penalty: 3970.165527
	Iteration 24Q: 3 clusters Score -356516.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -356519.968750 Penalty: 3970.165527
	Iteration 25Q: 3 clusters Score -356520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -356522.125000 Penalty: 3970.165527
	Iteration 26Q: 3 clusters Score -356522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -356522.031250 Penalty: 3970.165527
	Iteration 27Q: 3 clusters Score -356522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -356523.312500 Penalty: 3970.165527
	Iteration 28Q: 3 clusters Score -356523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -356522.875000 Penalty: 3970.165527
	Iteration 29Q: 3 clusters Score -356522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -356522.875000 Penalty: 3970.165527
	Iteration 30F: 3 clusters Score -356522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Entering Unmasked Estep 
Score: -21852776.000000 Penalty: 2987.139404
	Iteration 0F: 2 clusters Score -2.185278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -21739796.000000 Penalty: 5974.278809
	Iteration 0F: 3 clusters Score -2.17398e+07 nChanged 81613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -21787312.000000 Penalty: 5974.278809
	Iteration 1F: 3 clusters Score -2.178731e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -21788334.000000 Penalty: 5974.278809
	Iteration 2Q: 3 clusters Score -2.178833e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -21789592.000000 Penalty: 5974.278809
	Iteration 3Q: 3 clusters Score -2.178959e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -21791492.000000 Penalty: 5974.278809
	Iteration 4Q: 3 clusters Score -2.179149e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -21794220.000000 Penalty: 5974.278809
	Iteration 5Q: 3 clusters Score -2.179422e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -21798812.000000 Penalty: 5974.278809
	Iteration 6Q: 3 clusters Score -2.179881e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -21805064.000000 Penalty: 5974.278809
	Iteration 7F: 3 clusters Score -2.180506e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -21813402.000000 Penalty: 5974.278809
	Iteration 8F: 3 clusters Score -2.18134e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -21821494.000000 Penalty: 5974.278809
	Iteration 9F: 3 clusters Score -2.182149e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -21827706.000000 Penalty: 5974.278809
	Iteration 10F: 3 clusters Score -2.182771e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -21830492.000000 Penalty: 5974.278809
	Iteration 11Q: 3 clusters Score -2.183049e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -21831566.000000 Penalty: 5974.278809
	Iteration 12Q: 3 clusters Score -2.183157e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -21832224.000000 Penalty: 5974.278809
	Iteration 13Q: 3 clusters Score -2.183222e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -21832708.000000 Penalty: 5974.278809
	Iteration 14Q: 3 clusters Score -2.183271e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -21833056.000000 Penalty: 5974.278809
	Iteration 15Q: 3 clusters Score -2.183306e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -21833536.000000 Penalty: 5974.278809
	Iteration 16Q: 3 clusters Score -2.183354e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -21833990.000000 Penalty: 5974.278809
	Iteration 17Q: 3 clusters Score -2.183399e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -21834230.000000 Penalty: 5974.278809
	Iteration 18Q: 3 clusters Score -2.183423e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -21834650.000000 Penalty: 5974.278809
	Iteration 19Q: 3 clusters Score -2.183465e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -21835030.000000 Penalty: 5974.278809
	Iteration 20F: 3 clusters Score -2.183503e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -21835262.000000 Penalty: 5974.278809
	Iteration 21Q: 3 clusters Score -2.183526e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -21835562.000000 Penalty: 5974.278809
	Iteration 22Q: 3 clusters Score -2.183556e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -21835822.000000 Penalty: 5974.278809
	Iteration 23Q: 3 clusters Score -2.183582e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -21836028.000000 Penalty: 5974.278809
	Iteration 24Q: 3 clusters Score -2.183603e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -21836278.000000 Penalty: 5974.278809
	Iteration 25Q: 3 clusters Score -2.183628e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -21836490.000000 Penalty: 5974.278809
	Iteration 26Q: 3 clusters Score -2.183649e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -21836692.000000 Penalty: 5974.278809
	Iteration 27Q: 3 clusters Score -2.183669e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -21836880.000000 Penalty: 5974.278809
	Iteration 28Q: 3 clusters Score -2.183688e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -21837052.000000 Penalty: 5974.278809
	Iteration 29Q: 3 clusters Score -2.183705e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -21837166.000000 Penalty: 5974.278809
	Iteration 30Q: 3 clusters Score -2.183717e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 113157 members 
Entering Unmasked Estep 
Score: -21837474.000000 Penalty: 5974.278809
	Iteration 31Q: 3 clusters Score -2.183747e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -21837576.000000 Penalty: 5974.278809
	Iteration 32Q: 3 clusters Score -2.183758e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -21837822.000000 Penalty: 5974.278809
	Iteration 33Q: 3 clusters Score -2.183782e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -21837982.000000 Penalty: 5974.278809
	Iteration 34Q: 3 clusters Score -2.183798e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -21838150.000000 Penalty: 5974.278809
	Iteration 35Q: 3 clusters Score -2.183815e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -21838330.000000 Penalty: 5974.278809
	Iteration 36Q: 3 clusters Score -2.183833e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -21838526.000000 Penalty: 5974.278809
	Iteration 37Q: 3 clusters Score -2.183853e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -21838800.000000 Penalty: 5974.278809
	Iteration 38Q: 3 clusters Score -2.18388e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -21839008.000000 Penalty: 5974.278809
	Iteration 39Q: 3 clusters Score -2.183901e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -21839246.000000 Penalty: 5974.278809
	Iteration 40F: 3 clusters Score -2.183925e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -21839488.000000 Penalty: 5974.278809
	Iteration 41Q: 3 clusters Score -2.183949e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -21839862.000000 Penalty: 5974.278809
	Iteration 42Q: 3 clusters Score -2.183986e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -21840232.000000 Penalty: 5974.278809
	Iteration 43Q: 3 clusters Score -2.184023e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -21840564.000000 Penalty: 5974.278809
	Iteration 44Q: 3 clusters Score -2.184056e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -21840984.000000 Penalty: 5974.278809
	Iteration 45Q: 3 clusters Score -2.184098e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -21841404.000000 Penalty: 5974.278809
	Iteration 46Q: 3 clusters Score -2.18414e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -21841824.000000 Penalty: 5974.278809
	Iteration 47Q: 3 clusters Score -2.184182e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -21842258.000000 Penalty: 5974.278809
	Iteration 48Q: 3 clusters Score -2.184226e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -21842656.000000 Penalty: 5974.278809
	Iteration 49Q: 3 clusters Score -2.184266e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -21843102.000000 Penalty: 5974.278809
	Iteration 50Q: 3 clusters Score -2.18431e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -21843538.000000 Penalty: 5974.278809
	Iteration 51Q: 3 clusters Score -2.184354e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -21844108.000000 Penalty: 5974.278809
	Iteration 52Q: 3 clusters Score -2.184411e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -21844578.000000 Penalty: 5974.278809
	Iteration 53Q: 3 clusters Score -2.184458e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -21845150.000000 Penalty: 5974.278809
	Iteration 54Q: 3 clusters Score -2.184515e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -21845652.000000 Penalty: 5974.278809
	Iteration 55Q: 3 clusters Score -2.184565e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -21846156.000000 Penalty: 5974.278809
	Iteration 56Q: 3 clusters Score -2.184616e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 152922 members 
Entering Unmasked Estep 
Score: -21846556.000000 Penalty: 5974.278809
	Iteration 57Q: 3 clusters Score -2.184656e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -21846976.000000 Penalty: 5974.278809
	Iteration 58Q: 3 clusters Score -2.184698e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -21847274.000000 Penalty: 5974.278809
	Iteration 59Q: 3 clusters Score -2.184727e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -21847588.000000 Penalty: 5974.278809
	Iteration 60F: 3 clusters Score -2.184759e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -21847884.000000 Penalty: 5974.278809
	Iteration 61Q: 3 clusters Score -2.184788e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 159025 members 
Entering Unmasked Estep 
Score: -21848134.000000 Penalty: 5974.278809
	Iteration 62Q: 3 clusters Score -2.184813e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -21848388.000000 Penalty: 5974.278809
	Iteration 63Q: 3 clusters Score -2.184839e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 160775 members 
Entering Unmasked Estep 
Score: -21848586.000000 Penalty: 5974.278809
	Iteration 64Q: 3 clusters Score -2.184859e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 161511 members 
Entering Unmasked Estep 
Score: -21848814.000000 Penalty: 5974.278809
	Iteration 65Q: 3 clusters Score -2.184881e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -21848934.000000 Penalty: 5974.278809
	Iteration 66Q: 3 clusters Score -2.184893e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -21849046.000000 Penalty: 5974.278809
	Iteration 67Q: 3 clusters Score -2.184905e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -21849182.000000 Penalty: 5974.278809
	Iteration 68Q: 3 clusters Score -2.184918e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 163700 members 
Entering Unmasked Estep 
Score: -21849306.000000 Penalty: 5974.278809
	Iteration 69Q: 3 clusters Score -2.184931e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -21849416.000000 Penalty: 5974.278809
	Iteration 70Q: 3 clusters Score -2.184942e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -21849538.000000 Penalty: 5974.278809
	Iteration 71Q: 3 clusters Score -2.184954e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -21849680.000000 Penalty: 5974.278809
	Iteration 72Q: 3 clusters Score -2.184968e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -21849734.000000 Penalty: 5974.278809
	Iteration 73Q: 3 clusters Score -2.184973e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 165488 members 
Entering Unmasked Estep 
Score: -21849792.000000 Penalty: 5974.278809
	Iteration 74Q: 3 clusters Score -2.184979e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -21849874.000000 Penalty: 5974.278809
	Iteration 75Q: 3 clusters Score -2.184987e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21849878.000000 Penalty: 5974.278809
	Iteration 76Q: 3 clusters Score -2.184988e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -21849938.000000 Penalty: 5974.278809
	Iteration 77Q: 3 clusters Score -2.184994e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 166361 members 
Entering Unmasked Estep 
Score: -21850022.000000 Penalty: 5974.278809
	Iteration 78Q: 3 clusters Score -2.185002e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -21850038.000000 Penalty: 5974.278809
	Iteration 79Q: 3 clusters Score -2.185004e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -21850020.000000 Penalty: 5974.278809
	Iteration 80F: 3 clusters Score -2.185002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -21850078.000000 Penalty: 5974.278809
	Iteration 81Q: 3 clusters Score -2.185008e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -21850064.000000 Penalty: 5974.278809
	Iteration 82Q: 3 clusters Score -2.185006e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -21850080.000000 Penalty: 5974.278809
	Iteration 83Q: 3 clusters Score -2.185008e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -21850104.000000 Penalty: 5974.278809
	Iteration 84Q: 3 clusters Score -2.18501e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21850124.000000 Penalty: 5974.278809
	Iteration 85Q: 3 clusters Score -2.185012e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -21850160.000000 Penalty: 5974.278809
	Iteration 86Q: 3 clusters Score -2.185016e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 167298 members 
Entering Unmasked Estep 
Score: -21850208.000000 Penalty: 5974.278809
	Iteration 87Q: 3 clusters Score -2.185021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 167357 members 
Entering Unmasked Estep 
Score: -21850204.000000 Penalty: 5974.278809
	Iteration 88Q: 3 clusters Score -2.18502e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -21850232.000000 Penalty: 5974.278809
	Iteration 89Q: 3 clusters Score -2.185023e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 167436 members 
Entering Unmasked Estep 
Score: -21850200.000000 Penalty: 5974.278809
	Iteration 90Q: 3 clusters Score -2.18502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -21850224.000000 Penalty: 5974.278809
	Iteration 91Q: 3 clusters Score -2.185022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -21850248.000000 Penalty: 5974.278809
	Iteration 92Q: 3 clusters Score -2.185025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 167526 members 
Entering Unmasked Estep 
Score: -21850252.000000 Penalty: 5974.278809
	Iteration 93Q: 3 clusters Score -2.185025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -21850286.000000 Penalty: 5974.278809
	Iteration 94Q: 3 clusters Score -2.185029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 167572 members 
Entering Unmasked Estep 
Score: -21850294.000000 Penalty: 5974.278809
	Iteration 95Q: 3 clusters Score -2.185029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -21850290.000000 Penalty: 5974.278809
	Iteration 96Q: 3 clusters Score -2.185029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 167634 members 
Entering Unmasked Estep 
Score: -21850288.000000 Penalty: 5974.278809
	Iteration 97Q: 3 clusters Score -2.185029e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -21850296.000000 Penalty: 5974.278809
	Iteration 98Q: 3 clusters Score -2.18503e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -21850294.000000 Penalty: 5974.278809
	Iteration 99Q: 3 clusters Score -2.185029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 167747 members 
Entering Unmasked Estep 
Score: -21850290.000000 Penalty: 5974.278809
	Iteration 100F: 3 clusters Score -2.185029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 167762 members 
Entering Unmasked Estep 
Score: -21850306.000000 Penalty: 5974.278809
	Iteration 101Q: 3 clusters Score -2.185031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 167770 members 
Entering Unmasked Estep 
Score: -21850300.000000 Penalty: 5974.278809
	Iteration 102Q: 3 clusters Score -2.18503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 167783 members 
Entering Unmasked Estep 
Score: -21850316.000000 Penalty: 5974.278809
	Iteration 103Q: 3 clusters Score -2.185032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -21850338.000000 Penalty: 5974.278809
	Iteration 104Q: 3 clusters Score -2.185034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 167816 members 
Entering Unmasked Estep 
Score: -21850324.000000 Penalty: 5974.278809
	Iteration 105Q: 3 clusters Score -2.185032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 167823 members 
Entering Unmasked Estep 
Score: -21850324.000000 Penalty: 5974.278809
	Iteration 106Q: 3 clusters Score -2.185032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -21850330.000000 Penalty: 5974.278809
	Iteration 107Q: 3 clusters Score -2.185033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 167837 members 
Entering Unmasked Estep 
Score: -21850328.000000 Penalty: 5974.278809
	Iteration 108Q: 3 clusters Score -2.185033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 167849 members 
Entering Unmasked Estep 
Score: -21850332.000000 Penalty: 5974.278809
	Iteration 109Q: 3 clusters Score -2.185033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -21850340.000000 Penalty: 5974.278809
	Iteration 110Q: 3 clusters Score -2.185034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 167871 members 
Entering Unmasked Estep 
Score: -21850328.000000 Penalty: 5974.278809
	Iteration 111Q: 3 clusters Score -2.185033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 167885 members 
Entering Unmasked Estep 
Score: -21850332.000000 Penalty: 5974.278809
	Iteration 112Q: 3 clusters Score -2.185033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 167894 members 
Entering Unmasked Estep 
Score: -21850346.000000 Penalty: 5974.278809
	Iteration 113Q: 3 clusters Score -2.185035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -21850350.000000 Penalty: 5974.278809
	Iteration 114Q: 3 clusters Score -2.185035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 167916 members 
Entering Unmasked Estep 
Score: -21850334.000000 Penalty: 5974.278809
	Iteration 115Q: 3 clusters Score -2.185033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -21850346.000000 Penalty: 5974.278809
	Iteration 116Q: 3 clusters Score -2.185035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -21850352.000000 Penalty: 5974.278809
	Iteration 117Q: 3 clusters Score -2.185035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -21850368.000000 Penalty: 5974.278809
	Iteration 118Q: 3 clusters Score -2.185037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -21850360.000000 Penalty: 5974.278809
	Iteration 119Q: 3 clusters Score -2.185036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -21850362.000000 Penalty: 5974.278809
	Iteration 120F: 3 clusters Score -2.185036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 167960 members 
Entering Unmasked Estep 
Score: -21850346.000000 Penalty: 5974.278809
	Iteration 121Q: 3 clusters Score -2.185035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -21850348.000000 Penalty: 5974.278809
	Iteration 122Q: 3 clusters Score -2.185035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -21850348.000000 Penalty: 5974.278809
	Iteration 123Q: 3 clusters Score -2.185035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 167983 members 
Entering Unmasked Estep 
Score: -21850350.000000 Penalty: 5974.278809
	Iteration 124Q: 3 clusters Score -2.185035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 167989 members 
Entering Unmasked Estep 
Score: -21850360.000000 Penalty: 5974.278809
	Iteration 125Q: 3 clusters Score -2.185036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -21850362.000000 Penalty: 5974.278809
	Iteration 126Q: 3 clusters Score -2.185036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -21850370.000000 Penalty: 5974.278809
	Iteration 127Q: 3 clusters Score -2.185037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -21850368.000000 Penalty: 5974.278809
	Iteration 128Q: 3 clusters Score -2.185037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -21850386.000000 Penalty: 5974.278809
	Iteration 129Q: 3 clusters Score -2.185039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -21850388.000000 Penalty: 5974.278809
	Iteration 130Q: 3 clusters Score -2.185039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 168015 members 
Entering Unmasked Estep 
Score: -21850376.000000 Penalty: 5974.278809
	Iteration 131Q: 3 clusters Score -2.185038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 168019 members 
Entering Unmasked Estep 
Score: -21850362.000000 Penalty: 5974.278809
	Iteration 132Q: 3 clusters Score -2.185036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 168020 members 
Entering Unmasked Estep 
Score: -21850388.000000 Penalty: 5974.278809
	Iteration 133Q: 3 clusters Score -2.185039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -21850400.000000 Penalty: 5974.278809
	Iteration 134Q: 3 clusters Score -2.18504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 168030 members 
Entering Unmasked Estep 
Score: -21850398.000000 Penalty: 5974.278809
	Iteration 135Q: 3 clusters Score -2.18504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -21850400.000000 Penalty: 5974.278809
	Iteration 136Q: 3 clusters Score -2.18504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -21850408.000000 Penalty: 5974.278809
	Iteration 137Q: 3 clusters Score -2.185041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -21850408.000000 Penalty: 5974.278809
	Iteration 138Q: 3 clusters Score -2.185041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 168037 members 
Entering Unmasked Estep 
Score: -21850382.000000 Penalty: 5974.278809
	Iteration 139Q: 3 clusters Score -2.185038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -21850386.000000 Penalty: 5974.278809
	Iteration 140F: 3 clusters Score -2.185039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 168045 members 
Entering Unmasked Estep 
Score: -21850402.000000 Penalty: 5974.278809
	Iteration 141Q: 3 clusters Score -2.18504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 168045 members 
Entering Unmasked Estep 
Score: -21850384.000000 Penalty: 5974.278809
	Iteration 142Q: 3 clusters Score -2.185038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 168047 members 
Entering Unmasked Estep 
Score: -21850402.000000 Penalty: 5974.278809
	Iteration 143Q: 3 clusters Score -2.18504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -21850398.000000 Penalty: 5974.278809
	Iteration 144Q: 3 clusters Score -2.18504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -21850396.000000 Penalty: 5974.278809
	Iteration 145Q: 3 clusters Score -2.18504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -21850394.000000 Penalty: 5974.278809
	Iteration 146Q: 3 clusters Score -2.185039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 168058 members 
Entering Unmasked Estep 
Score: -21850386.000000 Penalty: 5974.278809
	Iteration 147Q: 3 clusters Score -2.185039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -21850394.000000 Penalty: 5974.278809
	Iteration 148Q: 3 clusters Score -2.185039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 168063 members 
Entering Unmasked Estep 
Score: -21850396.000000 Penalty: 5974.278809
	Iteration 149Q: 3 clusters Score -2.18504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -21850388.000000 Penalty: 5974.278809
	Iteration 150Q: 3 clusters Score -2.185039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -21850388.000000 Penalty: 5974.278809
	Iteration 151Q: 3 clusters Score -2.185039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -21850394.000000 Penalty: 5974.278809
	Iteration 152Q: 3 clusters Score -2.185039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 168070 members 
Entering Unmasked Estep 
Score: -21850398.000000 Penalty: 5974.278809
	Iteration 153Q: 3 clusters Score -2.18504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -21850408.000000 Penalty: 5974.278809
	Iteration 154Q: 3 clusters Score -2.185041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -21850394.000000 Penalty: 5974.278809
	Iteration 155Q: 3 clusters Score -2.185039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -21850418.000000 Penalty: 5974.278809
	Iteration 156Q: 3 clusters Score -2.185042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -21850396.000000 Penalty: 5974.278809
	Iteration 157Q: 3 clusters Score -2.18504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -21850390.000000 Penalty: 5974.278809
	Iteration 158Q: 3 clusters Score -2.185039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 168103 members 
Entering Unmasked Estep 
Score: -21850386.000000 Penalty: 5974.278809
	Iteration 159Q: 3 clusters Score -2.185039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -21850404.000000 Penalty: 5974.278809
	Iteration 160F: 3 clusters Score -2.18504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -21850396.000000 Penalty: 5974.278809
	Iteration 161Q: 3 clusters Score -2.18504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -21850398.000000 Penalty: 5974.278809
	Iteration 162Q: 3 clusters Score -2.18504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -21850392.000000 Penalty: 5974.278809
	Iteration 163Q: 3 clusters Score -2.185039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -21850402.000000 Penalty: 5974.278809
	Iteration 164Q: 3 clusters Score -2.18504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -21850402.000000 Penalty: 5974.278809
	Iteration 165F: 3 clusters Score -2.18504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207924 members 
Entering Unmasked Estep 
Score: -26958780.000000 Penalty: 3036.742188
	Iteration 0F: 2 clusters Score -2.695878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -26853732.000000 Penalty: 6073.484375
	Iteration 0F: 3 clusters Score -2.685373e+07 nChanged 100024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -26911868.000000 Penalty: 6073.484375
	Iteration 1F: 3 clusters Score -2.691187e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -26912830.000000 Penalty: 6073.484375
	Iteration 2Q: 3 clusters Score -2.691283e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -26914044.000000 Penalty: 6073.484375
	Iteration 3Q: 3 clusters Score -2.691404e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -26915930.000000 Penalty: 6073.484375
	Iteration 4Q: 3 clusters Score -2.691593e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -26918960.000000 Penalty: 6073.484375
	Iteration 5Q: 3 clusters Score -2.691896e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -26924178.000000 Penalty: 6073.484375
	Iteration 6F: 3 clusters Score -2.692418e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -26932670.000000 Penalty: 6073.484375
	Iteration 7F: 3 clusters Score -2.693267e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -26945782.000000 Penalty: 6073.484375
	Iteration 8F: 3 clusters Score -2.694578e+07 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -26960112.000000 Penalty: 6073.484375
	Iteration 9F: 3 clusters Score -2.696011e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -26969646.000000 Penalty: 6073.484375
	Iteration 10F: 3 clusters Score -2.696965e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -26972436.000000 Penalty: 6073.484375
	Iteration 11Q: 3 clusters Score -2.697244e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181657 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -26972208.000000 Penalty: 6073.484375
	Iteration 12Q: 3 clusters Score -2.697221e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184854 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -26971198.000000 Penalty: 6073.484375
	Iteration 13Q: 3 clusters Score -2.69712e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -26970062.000000 Penalty: 6073.484375
	Iteration 14Q: 3 clusters Score -2.697006e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -26968838.000000 Penalty: 6073.484375
	Iteration 15Q: 3 clusters Score -2.696884e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191875 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -26967554.000000 Penalty: 6073.484375
	Iteration 16Q: 3 clusters Score -2.696755e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -26966572.000000 Penalty: 6073.484375
	Iteration 17Q: 3 clusters Score -2.696657e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -26965586.000000 Penalty: 6073.484375
	Iteration 18Q: 3 clusters Score -2.696559e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196335 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -26964796.000000 Penalty: 6073.484375
	Iteration 19Q: 3 clusters Score -2.69648e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197451 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -26964208.000000 Penalty: 6073.484375
	Iteration 20F: 3 clusters Score -2.696421e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198392 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -26963718.000000 Penalty: 6073.484375
	Iteration 21Q: 3 clusters Score -2.696372e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199227 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -26963326.000000 Penalty: 6073.484375
	Iteration 22Q: 3 clusters Score -2.696333e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199933 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -26962964.000000 Penalty: 6073.484375
	Iteration 23Q: 3 clusters Score -2.696296e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -26962742.000000 Penalty: 6073.484375
	Iteration 24Q: 3 clusters Score -2.696274e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201080 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -26962436.000000 Penalty: 6073.484375
	Iteration 25Q: 3 clusters Score -2.696244e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201560 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -26962172.000000 Penalty: 6073.484375
	Iteration 26Q: 3 clusters Score -2.696217e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201934 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -26961922.000000 Penalty: 6073.484375
	Iteration 27Q: 3 clusters Score -2.696192e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202261 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -26961724.000000 Penalty: 6073.484375
	Iteration 28Q: 3 clusters Score -2.696172e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202525 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -26961546.000000 Penalty: 6073.484375
	Iteration 29Q: 3 clusters Score -2.696155e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202771 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -26961416.000000 Penalty: 6073.484375
	Iteration 30Q: 3 clusters Score -2.696142e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202988 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -26961294.000000 Penalty: 6073.484375
	Iteration 31Q: 3 clusters Score -2.696129e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -26961128.000000 Penalty: 6073.484375
	Iteration 32Q: 3 clusters Score -2.696113e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203368 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -26961030.000000 Penalty: 6073.484375
	Iteration 33Q: 3 clusters Score -2.696103e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203522 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -26960948.000000 Penalty: 6073.484375
	Iteration 34Q: 3 clusters Score -2.696095e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -26960836.000000 Penalty: 6073.484375
	Iteration 35Q: 3 clusters Score -2.696084e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203769 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -26960736.000000 Penalty: 6073.484375
	Iteration 36Q: 3 clusters Score -2.696074e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203871 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -26960622.000000 Penalty: 6073.484375
	Iteration 37Q: 3 clusters Score -2.696062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -26960526.000000 Penalty: 6073.484375
	Iteration 38Q: 3 clusters Score -2.696053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204039 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -26960462.000000 Penalty: 6073.484375
	Iteration 39Q: 3 clusters Score -2.696046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204089 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -26960418.000000 Penalty: 6073.484375
	Iteration 40F: 3 clusters Score -2.696042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -26960362.000000 Penalty: 6073.484375
	Iteration 41Q: 3 clusters Score -2.696036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204170 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -26960318.000000 Penalty: 6073.484375
	Iteration 42Q: 3 clusters Score -2.696032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204203 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -26960300.000000 Penalty: 6073.484375
	Iteration 43Q: 3 clusters Score -2.69603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204232 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -26960246.000000 Penalty: 6073.484375
	Iteration 44Q: 3 clusters Score -2.696025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -26960232.000000 Penalty: 6073.484375
	Iteration 45Q: 3 clusters Score -2.696023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -26960218.000000 Penalty: 6073.484375
	Iteration 46Q: 3 clusters Score -2.696022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204313 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -26960192.000000 Penalty: 6073.484375
	Iteration 47Q: 3 clusters Score -2.696019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204341 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -26960162.000000 Penalty: 6073.484375
	Iteration 48Q: 3 clusters Score -2.696016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -26960154.000000 Penalty: 6073.484375
	Iteration 49Q: 3 clusters Score -2.696015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204394 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -26960086.000000 Penalty: 6073.484375
	Iteration 50Q: 3 clusters Score -2.696009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204425 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -26960050.000000 Penalty: 6073.484375
	Iteration 51Q: 3 clusters Score -2.696005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204448 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -26960056.000000 Penalty: 6073.484375
	Iteration 52Q: 3 clusters Score -2.696006e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204477 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -26960042.000000 Penalty: 6073.484375
	Iteration 53Q: 3 clusters Score -2.696004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204505 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -26960024.000000 Penalty: 6073.484375
	Iteration 54Q: 3 clusters Score -2.696002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204527 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -26959992.000000 Penalty: 6073.484375
	Iteration 55Q: 3 clusters Score -2.695999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204545 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -26959978.000000 Penalty: 6073.484375
	Iteration 56Q: 3 clusters Score -2.695998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204560 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -26959966.000000 Penalty: 6073.484375
	Iteration 57Q: 3 clusters Score -2.695997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204577 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -26959940.000000 Penalty: 6073.484375
	Iteration 58Q: 3 clusters Score -2.695994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204593 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -26959900.000000 Penalty: 6073.484375
	Iteration 59Q: 3 clusters Score -2.69599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204613 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -26959898.000000 Penalty: 6073.484375
	Iteration 60F: 3 clusters Score -2.69599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204635 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -26959874.000000 Penalty: 6073.484375
	Iteration 61Q: 3 clusters Score -2.695987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204659 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -26959866.000000 Penalty: 6073.484375
	Iteration 62Q: 3 clusters Score -2.695987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204674 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -26959856.000000 Penalty: 6073.484375
	Iteration 63Q: 3 clusters Score -2.695986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204690 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -26959848.000000 Penalty: 6073.484375
	Iteration 64Q: 3 clusters Score -2.695985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204708 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -26959848.000000 Penalty: 6073.484375
	Iteration 65Q: 3 clusters Score -2.695985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204722 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -26959842.000000 Penalty: 6073.484375
	Iteration 66Q: 3 clusters Score -2.695984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204738 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -26959832.000000 Penalty: 6073.484375
	Iteration 67Q: 3 clusters Score -2.695983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204758 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -26959826.000000 Penalty: 6073.484375
	Iteration 68Q: 3 clusters Score -2.695983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204783 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -26959804.000000 Penalty: 6073.484375
	Iteration 69Q: 3 clusters Score -2.69598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204793 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -26959796.000000 Penalty: 6073.484375
	Iteration 70Q: 3 clusters Score -2.69598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204799 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -26959778.000000 Penalty: 6073.484375
	Iteration 71Q: 3 clusters Score -2.695978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204803 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -26959784.000000 Penalty: 6073.484375
	Iteration 72Q: 3 clusters Score -2.695978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204806 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -26959792.000000 Penalty: 6073.484375
	Iteration 73Q: 3 clusters Score -2.695979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -26959790.000000 Penalty: 6073.484375
	Iteration 74Q: 3 clusters Score -2.695979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -26959790.000000 Penalty: 6073.484375
	Iteration 75F: 3 clusters Score -2.695979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 170232 members 
Mstep: Class 8 contains 204808 members 
Mstep: Class 9 contains 165365 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189198 members 
Mstep: Class 12 contains 74005 members 
Mstep: Class 13 contains 46023 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 36911 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186004 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166413392.000000 Penalty: 76877.992188
Splitting cluster 8 changes total score from -166412800.000000 to -166413392.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (165365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Entering Unmasked Estep 
Score: -21430382.000000 Penalty: 2979.945801
	Iteration 0F: 2 clusters Score -2.143038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -21320350.000000 Penalty: 5959.891602
	Iteration 0F: 3 clusters Score -2.132035e+07 nChanged 79365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -21366574.000000 Penalty: 5959.891602
	Iteration 1F: 3 clusters Score -2.136657e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -21367836.000000 Penalty: 5959.891602
	Iteration 2Q: 3 clusters Score -2.136784e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -21369604.000000 Penalty: 5959.891602
	Iteration 3Q: 3 clusters Score -2.13696e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -21373214.000000 Penalty: 5959.891602
	Iteration 4Q: 3 clusters Score -2.137321e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -21379454.000000 Penalty: 5959.891602
	Iteration 5F: 3 clusters Score -2.137945e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -21390654.000000 Penalty: 5959.891602
	Iteration 6F: 3 clusters Score -2.139065e+07 nChanged 15575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -21405706.000000 Penalty: 5959.891602
	Iteration 7F: 3 clusters Score -2.140571e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -21418558.000000 Penalty: 5959.891602
	Iteration 8F: 3 clusters Score -2.141856e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -21424956.000000 Penalty: 5959.891602
	Iteration 9Q: 3 clusters Score -2.142496e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21426996.000000 Penalty: 5959.891602
	Iteration 10Q: 3 clusters Score -2.1427e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21427690.000000 Penalty: 5959.891602
	Iteration 11Q: 3 clusters Score -2.142769e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21427910.000000 Penalty: 5959.891602
	Iteration 12Q: 3 clusters Score -2.142791e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21428010.000000 Penalty: 5959.891602
	Iteration 13Q: 3 clusters Score -2.142801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21428086.000000 Penalty: 5959.891602
	Iteration 14Q: 3 clusters Score -2.142809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21428144.000000 Penalty: 5959.891602
	Iteration 15Q: 3 clusters Score -2.142814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164838 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21428192.000000 Penalty: 5959.891602
	Iteration 16Q: 3 clusters Score -2.142819e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164835 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21428220.000000 Penalty: 5959.891602
	Iteration 17Q: 3 clusters Score -2.142822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164835 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21428276.000000 Penalty: 5959.891602
	Iteration 18Q: 3 clusters Score -2.142828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21428292.000000 Penalty: 5959.891602
	Iteration 19Q: 3 clusters Score -2.142829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21428318.000000 Penalty: 5959.891602
	Iteration 20F: 3 clusters Score -2.142832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21428310.000000 Penalty: 5959.891602
	Iteration 21Q: 3 clusters Score -2.142831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21428316.000000 Penalty: 5959.891602
	Iteration 22Q: 3 clusters Score -2.142832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21428312.000000 Penalty: 5959.891602
	Iteration 23Q: 3 clusters Score -2.142831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21428310.000000 Penalty: 5959.891602
	Iteration 24Q: 3 clusters Score -2.142831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21428314.000000 Penalty: 5959.891602
	Iteration 25Q: 3 clusters Score -2.142831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21428318.000000 Penalty: 5959.891602
	Iteration 26Q: 3 clusters Score -2.142832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21428308.000000 Penalty: 5959.891602
	Iteration 27Q: 3 clusters Score -2.142831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21428326.000000 Penalty: 5959.891602
	Iteration 28Q: 3 clusters Score -2.142833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21428324.000000 Penalty: 5959.891602
	Iteration 29Q: 3 clusters Score -2.142832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164826 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21428328.000000 Penalty: 5959.891602
	Iteration 30Q: 3 clusters Score -2.142833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21428328.000000 Penalty: 5959.891602
	Iteration 31Q: 3 clusters Score -2.142833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21428328.000000 Penalty: 5959.891602
	Iteration 32F: 3 clusters Score -2.142833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100764.312500 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100764.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101260.250000 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101260.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101650.179688 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101650.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102249.523438 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -102249.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102808.414062 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -102808.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103037.312500 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -103037.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103180.171875 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -103180.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103314.468750 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -103314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103336.664062 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103336.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103365.882812 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103412.335938 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103450.523438 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103486.937500 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -103486.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103530.671875 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -103530.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103562.453125 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -103562.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103607.523438 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -103607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103658.960938 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -103659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103704.765625 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -103704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103728.054688 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -103728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103733.062500 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -103733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103733.062500 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -103733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 170232 members 
Mstep: Class 8 contains 204808 members 
Mstep: Class 9 contains 165365 members 
Mstep: Class 10 contains 480 members 
Mstep: Class 11 contains 189198 members 
Mstep: Class 12 contains 74005 members 
Mstep: Class 13 contains 46023 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 36911 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186004 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166412736.000000 Penalty: 80372.445312
Splitting cluster 10 changes total score from -166412800.000000 to -166412736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (189198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189198 members 
Entering Unmasked Estep 
Score: -24261442.000000 Penalty: 3013.336182
	Iteration 0F: 2 clusters Score -2.426144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -24136220.000000 Penalty: 6026.672363
	Iteration 0F: 3 clusters Score -2.413622e+07 nChanged 90831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -24189068.000000 Penalty: 6026.672363
	Iteration 1F: 3 clusters Score -2.418907e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -24189834.000000 Penalty: 6026.672363
	Iteration 2Q: 3 clusters Score -2.418983e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -24190832.000000 Penalty: 6026.672363
	Iteration 3Q: 3 clusters Score -2.419083e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -24192454.000000 Penalty: 6026.672363
	Iteration 4Q: 3 clusters Score -2.419245e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -24195130.000000 Penalty: 6026.672363
	Iteration 5Q: 3 clusters Score -2.419513e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -24199726.000000 Penalty: 6026.672363
	Iteration 6Q: 3 clusters Score -2.419973e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -24207030.000000 Penalty: 6026.672363
	Iteration 7F: 3 clusters Score -2.420703e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -24217352.000000 Penalty: 6026.672363
	Iteration 8F: 3 clusters Score -2.421735e+07 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -24229166.000000 Penalty: 6026.672363
	Iteration 9F: 3 clusters Score -2.422917e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -24237670.000000 Penalty: 6026.672363
	Iteration 10F: 3 clusters Score -2.423767e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -24241678.000000 Penalty: 6026.672363
	Iteration 11Q: 3 clusters Score -2.424168e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -24244002.000000 Penalty: 6026.672363
	Iteration 12Q: 3 clusters Score -2.4244e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117472 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -24246020.000000 Penalty: 6026.672363
	Iteration 13Q: 3 clusters Score -2.424602e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -24248024.000000 Penalty: 6026.672363
	Iteration 14Q: 3 clusters Score -2.424802e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -24249850.000000 Penalty: 6026.672363
	Iteration 15Q: 3 clusters Score -2.424985e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127506 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -24251254.000000 Penalty: 6026.672363
	Iteration 16Q: 3 clusters Score -2.425125e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -24252574.000000 Penalty: 6026.672363
	Iteration 17Q: 3 clusters Score -2.425257e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133082 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -24253712.000000 Penalty: 6026.672363
	Iteration 18Q: 3 clusters Score -2.425371e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -24254722.000000 Penalty: 6026.672363
	Iteration 19Q: 3 clusters Score -2.425472e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -24255458.000000 Penalty: 6026.672363
	Iteration 20F: 3 clusters Score -2.425546e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -24256076.000000 Penalty: 6026.672363
	Iteration 21Q: 3 clusters Score -2.425608e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -24256564.000000 Penalty: 6026.672363
	Iteration 22Q: 3 clusters Score -2.425656e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -24256976.000000 Penalty: 6026.672363
	Iteration 23Q: 3 clusters Score -2.425698e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -24257402.000000 Penalty: 6026.672363
	Iteration 24Q: 3 clusters Score -2.42574e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146918 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -24257668.000000 Penalty: 6026.672363
	Iteration 25Q: 3 clusters Score -2.425767e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -24257950.000000 Penalty: 6026.672363
	Iteration 26Q: 3 clusters Score -2.425795e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -24258310.000000 Penalty: 6026.672363
	Iteration 27Q: 3 clusters Score -2.425831e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -24258644.000000 Penalty: 6026.672363
	Iteration 28Q: 3 clusters Score -2.425864e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -24258978.000000 Penalty: 6026.672363
	Iteration 29Q: 3 clusters Score -2.425898e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -24259216.000000 Penalty: 6026.672363
	Iteration 30Q: 3 clusters Score -2.425922e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -24259414.000000 Penalty: 6026.672363
	Iteration 31Q: 3 clusters Score -2.425941e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -24259678.000000 Penalty: 6026.672363
	Iteration 32Q: 3 clusters Score -2.425968e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -24259870.000000 Penalty: 6026.672363
	Iteration 33Q: 3 clusters Score -2.425987e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -24260062.000000 Penalty: 6026.672363
	Iteration 34Q: 3 clusters Score -2.426006e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158899 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -24260182.000000 Penalty: 6026.672363
	Iteration 35Q: 3 clusters Score -2.426018e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -24260368.000000 Penalty: 6026.672363
	Iteration 36Q: 3 clusters Score -2.426037e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160584 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -24260444.000000 Penalty: 6026.672363
	Iteration 37Q: 3 clusters Score -2.426044e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161331 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -24260490.000000 Penalty: 6026.672363
	Iteration 38Q: 3 clusters Score -2.426049e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -24260570.000000 Penalty: 6026.672363
	Iteration 39Q: 3 clusters Score -2.426057e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -24260560.000000 Penalty: 6026.672363
	Iteration 40F: 3 clusters Score -2.426056e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -24260678.000000 Penalty: 6026.672363
	Iteration 41Q: 3 clusters Score -2.426068e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -24260732.000000 Penalty: 6026.672363
	Iteration 42Q: 3 clusters Score -2.426073e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -24260754.000000 Penalty: 6026.672363
	Iteration 43Q: 3 clusters Score -2.426075e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -24260804.000000 Penalty: 6026.672363
	Iteration 44Q: 3 clusters Score -2.42608e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165700 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -24260842.000000 Penalty: 6026.672363
	Iteration 45Q: 3 clusters Score -2.426084e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166269 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -24260898.000000 Penalty: 6026.672363
	Iteration 46Q: 3 clusters Score -2.42609e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -24260972.000000 Penalty: 6026.672363
	Iteration 47Q: 3 clusters Score -2.426097e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -24260970.000000 Penalty: 6026.672363
	Iteration 48Q: 3 clusters Score -2.426097e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -24261036.000000 Penalty: 6026.672363
	Iteration 49Q: 3 clusters Score -2.426104e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168428 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -24261016.000000 Penalty: 6026.672363
	Iteration 50Q: 3 clusters Score -2.426102e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168917 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -24261052.000000 Penalty: 6026.672363
	Iteration 51Q: 3 clusters Score -2.426105e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -24261104.000000 Penalty: 6026.672363
	Iteration 52Q: 3 clusters Score -2.42611e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169872 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -24261156.000000 Penalty: 6026.672363
	Iteration 53Q: 3 clusters Score -2.426116e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -24261106.000000 Penalty: 6026.672363
	Iteration 54Q: 3 clusters Score -2.426111e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170722 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -24261100.000000 Penalty: 6026.672363
	Iteration 55Q: 3 clusters Score -2.42611e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171134 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -24261158.000000 Penalty: 6026.672363
	Iteration 56Q: 3 clusters Score -2.426116e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -24261084.000000 Penalty: 6026.672363
	Iteration 57Q: 3 clusters Score -2.426108e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171925 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -24261142.000000 Penalty: 6026.672363
	Iteration 58Q: 3 clusters Score -2.426114e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172331 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -24261182.000000 Penalty: 6026.672363
	Iteration 59Q: 3 clusters Score -2.426118e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -24261162.000000 Penalty: 6026.672363
	Iteration 60F: 3 clusters Score -2.426116e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -24261194.000000 Penalty: 6026.672363
	Iteration 61Q: 3 clusters Score -2.426119e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -24261208.000000 Penalty: 6026.672363
	Iteration 62Q: 3 clusters Score -2.426121e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -24261252.000000 Penalty: 6026.672363
	Iteration 63Q: 3 clusters Score -2.426125e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -24261226.000000 Penalty: 6026.672363
	Iteration 64Q: 3 clusters Score -2.426123e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -24261280.000000 Penalty: 6026.672363
	Iteration 65Q: 3 clusters Score -2.426128e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -24261244.000000 Penalty: 6026.672363
	Iteration 66Q: 3 clusters Score -2.426124e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -24261282.000000 Penalty: 6026.672363
	Iteration 67Q: 3 clusters Score -2.426128e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -24261282.000000 Penalty: 6026.672363
	Iteration 68Q: 3 clusters Score -2.426128e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175737 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -24261298.000000 Penalty: 6026.672363
	Iteration 69Q: 3 clusters Score -2.42613e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -24261264.000000 Penalty: 6026.672363
	Iteration 70Q: 3 clusters Score -2.426126e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176147 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -24261274.000000 Penalty: 6026.672363
	Iteration 71Q: 3 clusters Score -2.426127e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176339 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -24261330.000000 Penalty: 6026.672363
	Iteration 72Q: 3 clusters Score -2.426133e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176510 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -24261340.000000 Penalty: 6026.672363
	Iteration 73Q: 3 clusters Score -2.426134e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176670 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -24261304.000000 Penalty: 6026.672363
	Iteration 74Q: 3 clusters Score -2.42613e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -24261364.000000 Penalty: 6026.672363
	Iteration 75Q: 3 clusters Score -2.426136e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177018 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -24261374.000000 Penalty: 6026.672363
	Iteration 76Q: 3 clusters Score -2.426137e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177182 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -24261352.000000 Penalty: 6026.672363
	Iteration 77Q: 3 clusters Score -2.426135e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177334 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -24261358.000000 Penalty: 6026.672363
	Iteration 78Q: 3 clusters Score -2.426136e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -24261360.000000 Penalty: 6026.672363
	Iteration 79Q: 3 clusters Score -2.426136e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177630 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -24261384.000000 Penalty: 6026.672363
	Iteration 80F: 3 clusters Score -2.426138e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -24261316.000000 Penalty: 6026.672363
	Iteration 81Q: 3 clusters Score -2.426132e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -24261306.000000 Penalty: 6026.672363
	Iteration 82Q: 3 clusters Score -2.426131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -24261316.000000 Penalty: 6026.672363
	Iteration 83Q: 3 clusters Score -2.426132e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178000 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -24261270.000000 Penalty: 6026.672363
	Iteration 84Q: 3 clusters Score -2.426127e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -24261260.000000 Penalty: 6026.672363
	Iteration 85Q: 3 clusters Score -2.426126e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178147 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -24261286.000000 Penalty: 6026.672363
	Iteration 86Q: 3 clusters Score -2.426129e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -24261270.000000 Penalty: 6026.672363
	Iteration 87Q: 3 clusters Score -2.426127e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -24261248.000000 Penalty: 6026.672363
	Iteration 88Q: 3 clusters Score -2.426125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -24261228.000000 Penalty: 6026.672363
	Iteration 89Q: 3 clusters Score -2.426123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -24261268.000000 Penalty: 6026.672363
	Iteration 90Q: 3 clusters Score -2.426127e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -24261246.000000 Penalty: 6026.672363
	Iteration 91Q: 3 clusters Score -2.426125e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -24261248.000000 Penalty: 6026.672363
	Iteration 92Q: 3 clusters Score -2.426125e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178713 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -24261250.000000 Penalty: 6026.672363
	Iteration 93Q: 3 clusters Score -2.426125e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178812 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -24261234.000000 Penalty: 6026.672363
	Iteration 94Q: 3 clusters Score -2.426123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178910 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -24261244.000000 Penalty: 6026.672363
	Iteration 95Q: 3 clusters Score -2.426124e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178995 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -24261238.000000 Penalty: 6026.672363
	Iteration 96Q: 3 clusters Score -2.426124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179074 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -24261182.000000 Penalty: 6026.672363
	Iteration 97Q: 3 clusters Score -2.426118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -24261182.000000 Penalty: 6026.672363
	Iteration 98Q: 3 clusters Score -2.426118e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -24261186.000000 Penalty: 6026.672363
	Iteration 99Q: 3 clusters Score -2.426119e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -24261212.000000 Penalty: 6026.672363
	Iteration 100F: 3 clusters Score -2.426121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -24261204.000000 Penalty: 6026.672363
	Iteration 101Q: 3 clusters Score -2.42612e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -24261184.000000 Penalty: 6026.672363
	Iteration 102Q: 3 clusters Score -2.426118e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -24261142.000000 Penalty: 6026.672363
	Iteration 103Q: 3 clusters Score -2.426114e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -24261162.000000 Penalty: 6026.672363
	Iteration 104Q: 3 clusters Score -2.426116e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179785 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -24261138.000000 Penalty: 6026.672363
	Iteration 105Q: 3 clusters Score -2.426114e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179871 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -24261116.000000 Penalty: 6026.672363
	Iteration 106Q: 3 clusters Score -2.426112e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -24261116.000000 Penalty: 6026.672363
	Iteration 107Q: 3 clusters Score -2.426112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -24261078.000000 Penalty: 6026.672363
	Iteration 108Q: 3 clusters Score -2.426108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180044 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -24261076.000000 Penalty: 6026.672363
	Iteration 109Q: 3 clusters Score -2.426108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180089 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -24261090.000000 Penalty: 6026.672363
	Iteration 110Q: 3 clusters Score -2.426109e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -24261100.000000 Penalty: 6026.672363
	Iteration 111Q: 3 clusters Score -2.42611e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180181 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -24261110.000000 Penalty: 6026.672363
	Iteration 112Q: 3 clusters Score -2.426111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -24261112.000000 Penalty: 6026.672363
	Iteration 113Q: 3 clusters Score -2.426111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -24261102.000000 Penalty: 6026.672363
	Iteration 114Q: 3 clusters Score -2.42611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180284 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -24261076.000000 Penalty: 6026.672363
	Iteration 115Q: 3 clusters Score -2.426108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -24261066.000000 Penalty: 6026.672363
	Iteration 116Q: 3 clusters Score -2.426107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180355 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -24261098.000000 Penalty: 6026.672363
	Iteration 117Q: 3 clusters Score -2.42611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180385 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -24261094.000000 Penalty: 6026.672363
	Iteration 118Q: 3 clusters Score -2.426109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180418 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -24261078.000000 Penalty: 6026.672363
	Iteration 119Q: 3 clusters Score -2.426108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -24261086.000000 Penalty: 6026.672363
	Iteration 120F: 3 clusters Score -2.426109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -24261094.000000 Penalty: 6026.672363
	Iteration 121Q: 3 clusters Score -2.426109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -24261096.000000 Penalty: 6026.672363
	Iteration 122Q: 3 clusters Score -2.42611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180520 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -24261100.000000 Penalty: 6026.672363
	Iteration 123Q: 3 clusters Score -2.42611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -24261090.000000 Penalty: 6026.672363
	Iteration 124Q: 3 clusters Score -2.426109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -24261070.000000 Penalty: 6026.672363
	Iteration 125Q: 3 clusters Score -2.426107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -24261086.000000 Penalty: 6026.672363
	Iteration 126Q: 3 clusters Score -2.426109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -24261090.000000 Penalty: 6026.672363
	Iteration 127Q: 3 clusters Score -2.426109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -24261092.000000 Penalty: 6026.672363
	Iteration 128Q: 3 clusters Score -2.426109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -24261094.000000 Penalty: 6026.672363
	Iteration 129Q: 3 clusters Score -2.426109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -24261062.000000 Penalty: 6026.672363
	Iteration 130Q: 3 clusters Score -2.426106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -24261084.000000 Penalty: 6026.672363
	Iteration 131Q: 3 clusters Score -2.426108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180714 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -24261066.000000 Penalty: 6026.672363
	Iteration 132Q: 3 clusters Score -2.426107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180730 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -24261090.000000 Penalty: 6026.672363
	Iteration 133Q: 3 clusters Score -2.426109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -24261060.000000 Penalty: 6026.672363
	Iteration 134Q: 3 clusters Score -2.426106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -24261034.000000 Penalty: 6026.672363
	Iteration 135Q: 3 clusters Score -2.426103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -24261024.000000 Penalty: 6026.672363
	Iteration 136Q: 3 clusters Score -2.426102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -24261028.000000 Penalty: 6026.672363
	Iteration 137Q: 3 clusters Score -2.426103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -24261032.000000 Penalty: 6026.672363
	Iteration 138Q: 3 clusters Score -2.426103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180840 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -24261020.000000 Penalty: 6026.672363
	Iteration 139Q: 3 clusters Score -2.426102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180854 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -24261022.000000 Penalty: 6026.672363
	Iteration 140F: 3 clusters Score -2.426102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180866 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -24261030.000000 Penalty: 6026.672363
	Iteration 141Q: 3 clusters Score -2.426103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180875 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -24261016.000000 Penalty: 6026.672363
	Iteration 142Q: 3 clusters Score -2.426102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -24261030.000000 Penalty: 6026.672363
	Iteration 143Q: 3 clusters Score -2.426103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180903 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -24261028.000000 Penalty: 6026.672363
	Iteration 144Q: 3 clusters Score -2.426103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180911 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -24261002.000000 Penalty: 6026.672363
	Iteration 145Q: 3 clusters Score -2.4261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180918 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -24261004.000000 Penalty: 6026.672363
	Iteration 146Q: 3 clusters Score -2.4261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -24260996.000000 Penalty: 6026.672363
	Iteration 147Q: 3 clusters Score -2.4261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180941 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -24261002.000000 Penalty: 6026.672363
	Iteration 148Q: 3 clusters Score -2.4261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -24261032.000000 Penalty: 6026.672363
	Iteration 149Q: 3 clusters Score -2.426103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -24261024.000000 Penalty: 6026.672363
	Iteration 150Q: 3 clusters Score -2.426102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180958 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -24261038.000000 Penalty: 6026.672363
	Iteration 151Q: 3 clusters Score -2.426104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180962 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -24261044.000000 Penalty: 6026.672363
	Iteration 152Q: 3 clusters Score -2.426104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -24261038.000000 Penalty: 6026.672363
	Iteration 153Q: 3 clusters Score -2.426104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -24261064.000000 Penalty: 6026.672363
	Iteration 154Q: 3 clusters Score -2.426106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180988 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -24261046.000000 Penalty: 6026.672363
	Iteration 155Q: 3 clusters Score -2.426105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -24261042.000000 Penalty: 6026.672363
	Iteration 156Q: 3 clusters Score -2.426104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -24261056.000000 Penalty: 6026.672363
	Iteration 157Q: 3 clusters Score -2.426106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181026 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -24261032.000000 Penalty: 6026.672363
	Iteration 158Q: 3 clusters Score -2.426103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -24261038.000000 Penalty: 6026.672363
	Iteration 159Q: 3 clusters Score -2.426104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -24261042.000000 Penalty: 6026.672363
	Iteration 160F: 3 clusters Score -2.426104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181041 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -24261030.000000 Penalty: 6026.672363
	Iteration 161Q: 3 clusters Score -2.426103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -24261022.000000 Penalty: 6026.672363
	Iteration 162Q: 3 clusters Score -2.426102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -24261026.000000 Penalty: 6026.672363
	Iteration 163Q: 3 clusters Score -2.426103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -24261024.000000 Penalty: 6026.672363
	Iteration 164Q: 3 clusters Score -2.426102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181057 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -24261036.000000 Penalty: 6026.672363
	Iteration 165Q: 3 clusters Score -2.426104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181057 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -24261036.000000 Penalty: 6026.672363
	Iteration 166F: 3 clusters Score -2.426104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Entering Unmasked Estep 
Score: -9245973.000000 Penalty: 2780.548340
	Iteration 0F: 2 clusters Score -9245973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -9196473.000000 Penalty: 5561.096680
	Iteration 0F: 3 clusters Score -9196473 nChanged 34533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -9215909.000000 Penalty: 5561.096680
	Iteration 1F: 3 clusters Score -9215909 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -9216682.000000 Penalty: 5561.096680
	Iteration 2Q: 3 clusters Score -9216682 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -9217799.000000 Penalty: 5561.096680
	Iteration 3Q: 3 clusters Score -9217799 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -9219333.000000 Penalty: 5561.096680
	Iteration 4Q: 3 clusters Score -9219333 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -9221482.000000 Penalty: 5561.096680
	Iteration 5F: 3 clusters Score -9221482 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -9224318.000000 Penalty: 5561.096680
	Iteration 6F: 3 clusters Score -9224318 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -9227707.000000 Penalty: 5561.096680
	Iteration 7F: 3 clusters Score -9227707 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -9231392.000000 Penalty: 5561.096680
	Iteration 8F: 3 clusters Score -9231392 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -9235303.000000 Penalty: 5561.096680
	Iteration 9F: 3 clusters Score -9235303 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9238877.000000 Penalty: 5561.096680
	Iteration 10F: 3 clusters Score -9238877 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9241572.000000 Penalty: 5561.096680
	Iteration 11Q: 3 clusters Score -9241572 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9242855.000000 Penalty: 5561.096680
	Iteration 12Q: 3 clusters Score -9242855 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9243264.000000 Penalty: 5561.096680
	Iteration 13Q: 3 clusters Score -9243264 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9243411.000000 Penalty: 5561.096680
	Iteration 14Q: 3 clusters Score -9243411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9243495.000000 Penalty: 5561.096680
	Iteration 15Q: 3 clusters Score -9243495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9243531.000000 Penalty: 5561.096680
	Iteration 16Q: 3 clusters Score -9243531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9243545.000000 Penalty: 5561.096680
	Iteration 17Q: 3 clusters Score -9243545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9243555.000000 Penalty: 5561.096680
	Iteration 18Q: 3 clusters Score -9243555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9243572.000000 Penalty: 5561.096680
	Iteration 19Q: 3 clusters Score -9243572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9243575.000000 Penalty: 5561.096680
	Iteration 20F: 3 clusters Score -9243575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9243583.000000 Penalty: 5561.096680
	Iteration 21Q: 3 clusters Score -9243583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9243596.000000 Penalty: 5561.096680
	Iteration 22Q: 3 clusters Score -9243596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9243599.000000 Penalty: 5561.096680
	Iteration 23Q: 3 clusters Score -9243599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9243596.000000 Penalty: 5561.096680
	Iteration 24Q: 3 clusters Score -9243596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9243599.000000 Penalty: 5561.096680
	Iteration 25Q: 3 clusters Score -9243599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9243600.000000 Penalty: 5561.096680
	Iteration 26Q: 3 clusters Score -9243600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9243600.000000 Penalty: 5561.096680
	Iteration 27Q: 3 clusters Score -9243600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9243600.000000 Penalty: 5561.096680
	Iteration 28F: 3 clusters Score -9243600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Entering Unmasked Estep 
Score: -6006976.500000 Penalty: 2662.750244
	Iteration 0F: 2 clusters Score -6006976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5975972.500000 Penalty: 5325.500488
	Iteration 0F: 3 clusters Score -5975972 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5987709.500000 Penalty: 5325.500488
	Iteration 1F: 3 clusters Score -5987710 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5988214.500000 Penalty: 5325.500488
	Iteration 2Q: 3 clusters Score -5988214 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5988704.000000 Penalty: 5325.500488
	Iteration 3Q: 3 clusters Score -5988704 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5989230.500000 Penalty: 5325.500488
	Iteration 4Q: 3 clusters Score -5989230 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5989801.000000 Penalty: 5325.500488
	Iteration 5Q: 3 clusters Score -5989801 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5990398.500000 Penalty: 5325.500488
	Iteration 6Q: 3 clusters Score -5990398 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5991195.500000 Penalty: 5325.500488
	Iteration 7Q: 3 clusters Score -5991196 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5992199.500000 Penalty: 5325.500488
	Iteration 8Q: 3 clusters Score -5992200 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5993467.000000 Penalty: 5325.500488
	Iteration 9Q: 3 clusters Score -5993467 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5995259.500000 Penalty: 5325.500488
	Iteration 10F: 3 clusters Score -5995260 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5997407.500000 Penalty: 5325.500488
	Iteration 11F: 3 clusters Score -5997408 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -5999061.500000 Penalty: 5325.500488
	Iteration 12F: 3 clusters Score -5999062 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6000012.500000 Penalty: 5325.500488
	Iteration 13Q: 3 clusters Score -6000012 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -6000498.500000 Penalty: 5325.500488
	Iteration 14Q: 3 clusters Score -6000498 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -6000811.500000 Penalty: 5325.500488
	Iteration 15Q: 3 clusters Score -6000812 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -6001054.000000 Penalty: 5325.500488
	Iteration 16Q: 3 clusters Score -6001054 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6001274.500000 Penalty: 5325.500488
	Iteration 17Q: 3 clusters Score -6001274 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -6001509.500000 Penalty: 5325.500488
	Iteration 18Q: 3 clusters Score -6001510 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6001781.500000 Penalty: 5325.500488
	Iteration 19Q: 3 clusters Score -6001782 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -6002002.500000 Penalty: 5325.500488
	Iteration 20F: 3 clusters Score -6002002 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -6002231.000000 Penalty: 5325.500488
	Iteration 21Q: 3 clusters Score -6002231 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6002458.500000 Penalty: 5325.500488
	Iteration 22Q: 3 clusters Score -6002458 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6002737.500000 Penalty: 5325.500488
	Iteration 23Q: 3 clusters Score -6002738 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -6002987.000000 Penalty: 5325.500488
	Iteration 24Q: 3 clusters Score -6002987 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6003213.000000 Penalty: 5325.500488
	Iteration 25Q: 3 clusters Score -6003213 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -6003514.500000 Penalty: 5325.500488
	Iteration 26Q: 3 clusters Score -6003514 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -6003765.000000 Penalty: 5325.500488
	Iteration 27Q: 3 clusters Score -6003765 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6003954.000000 Penalty: 5325.500488
	Iteration 28Q: 3 clusters Score -6003954 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -6004137.500000 Penalty: 5325.500488
	Iteration 29Q: 3 clusters Score -6004138 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -6004286.000000 Penalty: 5325.500488
	Iteration 30Q: 3 clusters Score -6004286 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6004399.500000 Penalty: 5325.500488
	Iteration 31Q: 3 clusters Score -6004400 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6004518.500000 Penalty: 5325.500488
	Iteration 32Q: 3 clusters Score -6004518 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6004570.000000 Penalty: 5325.500488
	Iteration 33Q: 3 clusters Score -6004570 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6004672.500000 Penalty: 5325.500488
	Iteration 34Q: 3 clusters Score -6004672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6004725.000000 Penalty: 5325.500488
	Iteration 35Q: 3 clusters Score -6004725 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6004772.500000 Penalty: 5325.500488
	Iteration 36Q: 3 clusters Score -6004772 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6004826.000000 Penalty: 5325.500488
	Iteration 37Q: 3 clusters Score -6004826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6004879.500000 Penalty: 5325.500488
	Iteration 38Q: 3 clusters Score -6004880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6004901.000000 Penalty: 5325.500488
	Iteration 39Q: 3 clusters Score -6004901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6004931.500000 Penalty: 5325.500488
	Iteration 40F: 3 clusters Score -6004932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6004930.000000 Penalty: 5325.500488
	Iteration 41Q: 3 clusters Score -6004930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6004957.000000 Penalty: 5325.500488
	Iteration 42Q: 3 clusters Score -6004957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6005003.000000 Penalty: 5325.500488
	Iteration 43Q: 3 clusters Score -6005003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6005036.000000 Penalty: 5325.500488
	Iteration 44Q: 3 clusters Score -6005036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6005057.000000 Penalty: 5325.500488
	Iteration 45Q: 3 clusters Score -6005057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6005083.500000 Penalty: 5325.500488
	Iteration 46Q: 3 clusters Score -6005084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6005111.000000 Penalty: 5325.500488
	Iteration 47Q: 3 clusters Score -6005111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6005120.500000 Penalty: 5325.500488
	Iteration 48Q: 3 clusters Score -6005120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6005136.500000 Penalty: 5325.500488
	Iteration 49Q: 3 clusters Score -6005136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6005155.500000 Penalty: 5325.500488
	Iteration 50Q: 3 clusters Score -6005156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6005166.500000 Penalty: 5325.500488
	Iteration 51Q: 3 clusters Score -6005166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6005168.500000 Penalty: 5325.500488
	Iteration 52Q: 3 clusters Score -6005168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6005174.500000 Penalty: 5325.500488
	Iteration 53Q: 3 clusters Score -6005174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6005173.500000 Penalty: 5325.500488
	Iteration 54Q: 3 clusters Score -6005174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6005172.500000 Penalty: 5325.500488
	Iteration 55Q: 3 clusters Score -6005172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6005172.000000 Penalty: 5325.500488
	Iteration 56Q: 3 clusters Score -6005172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6005177.500000 Penalty: 5325.500488
	Iteration 57Q: 3 clusters Score -6005178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6005182.000000 Penalty: 5325.500488
	Iteration 58Q: 3 clusters Score -6005182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6005191.000000 Penalty: 5325.500488
	Iteration 59Q: 3 clusters Score -6005191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6005201.500000 Penalty: 5325.500488
	Iteration 60F: 3 clusters Score -6005202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6005205.500000 Penalty: 5325.500488
	Iteration 61Q: 3 clusters Score -6005206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6005196.500000 Penalty: 5325.500488
	Iteration 62Q: 3 clusters Score -6005196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6005213.000000 Penalty: 5325.500488
	Iteration 63Q: 3 clusters Score -6005213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6005221.500000 Penalty: 5325.500488
	Iteration 64Q: 3 clusters Score -6005222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6005215.000000 Penalty: 5325.500488
	Iteration 65Q: 3 clusters Score -6005215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6005221.500000 Penalty: 5325.500488
	Iteration 66Q: 3 clusters Score -6005222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6005217.500000 Penalty: 5325.500488
	Iteration 67Q: 3 clusters Score -6005218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6005223.500000 Penalty: 5325.500488
	Iteration 68Q: 3 clusters Score -6005224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6005227.500000 Penalty: 5325.500488
	Iteration 69Q: 3 clusters Score -6005228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6005234.000000 Penalty: 5325.500488
	Iteration 70Q: 3 clusters Score -6005234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6005236.500000 Penalty: 5325.500488
	Iteration 71Q: 3 clusters Score -6005236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6005235.500000 Penalty: 5325.500488
	Iteration 72Q: 3 clusters Score -6005236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6005232.500000 Penalty: 5325.500488
	Iteration 73Q: 3 clusters Score -6005232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6005232.500000 Penalty: 5325.500488
	Iteration 74Q: 3 clusters Score -6005232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6005232.500000 Penalty: 5325.500488
	Iteration 75Q: 3 clusters Score -6005232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6005231.000000 Penalty: 5325.500488
	Iteration 76Q: 3 clusters Score -6005231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6005237.000000 Penalty: 5325.500488
	Iteration 77Q: 3 clusters Score -6005237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6005233.000000 Penalty: 5325.500488
	Iteration 78Q: 3 clusters Score -6005233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6005233.000000 Penalty: 5325.500488
	Iteration 79F: 3 clusters Score -6005233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Entering Unmasked Estep 
Score: -1236979.125000 Penalty: 2282.771729
	Iteration 0F: 2 clusters Score -1236979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1229293.500000 Penalty: 4565.543457
	Iteration 0F: 3 clusters Score -1229294 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1231455.125000 Penalty: 4565.543457
	Iteration 1F: 3 clusters Score -1231455 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1231760.250000 Penalty: 4565.543457
	Iteration 2F: 3 clusters Score -1231760 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1232003.375000 Penalty: 4565.543457
	Iteration 3F: 3 clusters Score -1232003 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1232215.750000 Penalty: 4565.543457
	Iteration 4Q: 3 clusters Score -1232216 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1232433.375000 Penalty: 4565.543457
	Iteration 5Q: 3 clusters Score -1232433 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1232631.625000 Penalty: 4565.543457
	Iteration 6Q: 3 clusters Score -1232632 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1232855.875000 Penalty: 4565.543457
	Iteration 7Q: 3 clusters Score -1232856 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1233091.000000 Penalty: 4565.543457
	Iteration 8Q: 3 clusters Score -1233091 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1233313.625000 Penalty: 4565.543457
	Iteration 9Q: 3 clusters Score -1233314 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1233550.625000 Penalty: 4565.543457
	Iteration 10Q: 3 clusters Score -1233551 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1233810.125000 Penalty: 4565.543457
	Iteration 11Q: 3 clusters Score -1233810 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1234048.625000 Penalty: 4565.543457
	Iteration 12Q: 3 clusters Score -1234049 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1234250.000000 Penalty: 4565.543457
	Iteration 13Q: 3 clusters Score -1234250 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1234449.375000 Penalty: 4565.543457
	Iteration 14Q: 3 clusters Score -1234449 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1234586.875000 Penalty: 4565.543457
	Iteration 15Q: 3 clusters Score -1234587 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1234682.875000 Penalty: 4565.543457
	Iteration 16Q: 3 clusters Score -1234683 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1234775.375000 Penalty: 4565.543457
	Iteration 17Q: 3 clusters Score -1234775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1234845.875000 Penalty: 4565.543457
	Iteration 18Q: 3 clusters Score -1234846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1234882.250000 Penalty: 4565.543457
	Iteration 19Q: 3 clusters Score -1234882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1234913.375000 Penalty: 4565.543457
	Iteration 20F: 3 clusters Score -1234913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1234930.000000 Penalty: 4565.543457
	Iteration 21Q: 3 clusters Score -1234930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1234939.750000 Penalty: 4565.543457
	Iteration 22Q: 3 clusters Score -1234940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1234950.750000 Penalty: 4565.543457
	Iteration 23Q: 3 clusters Score -1234951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1234954.375000 Penalty: 4565.543457
	Iteration 24Q: 3 clusters Score -1234954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1234960.250000 Penalty: 4565.543457
	Iteration 25Q: 3 clusters Score -1234960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1234965.875000 Penalty: 4565.543457
	Iteration 26Q: 3 clusters Score -1234966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1234965.875000 Penalty: 4565.543457
	Iteration 27Q: 3 clusters Score -1234966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1234971.250000 Penalty: 4565.543457
	Iteration 28Q: 3 clusters Score -1234971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1234976.250000 Penalty: 4565.543457
	Iteration 29Q: 3 clusters Score -1234976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1234985.000000 Penalty: 4565.543457
	Iteration 30Q: 3 clusters Score -1234985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1234995.750000 Penalty: 4565.543457
	Iteration 31Q: 3 clusters Score -1234996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1234996.375000 Penalty: 4565.543457
	Iteration 32Q: 3 clusters Score -1234996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1235001.750000 Penalty: 4565.543457
	Iteration 33Q: 3 clusters Score -1235002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1235002.625000 Penalty: 4565.543457
	Iteration 34Q: 3 clusters Score -1235003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1235005.875000 Penalty: 4565.543457
	Iteration 35Q: 3 clusters Score -1235006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1235007.500000 Penalty: 4565.543457
	Iteration 36Q: 3 clusters Score -1235008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1235010.500000 Penalty: 4565.543457
	Iteration 37Q: 3 clusters Score -1235010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1235015.500000 Penalty: 4565.543457
	Iteration 38Q: 3 clusters Score -1235016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1235019.625000 Penalty: 4565.543457
	Iteration 39Q: 3 clusters Score -1235020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1235020.375000 Penalty: 4565.543457
	Iteration 40F: 3 clusters Score -1235020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1235023.000000 Penalty: 4565.543457
	Iteration 41Q: 3 clusters Score -1235023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1235026.125000 Penalty: 4565.543457
	Iteration 42Q: 3 clusters Score -1235026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1235027.375000 Penalty: 4565.543457
	Iteration 43Q: 3 clusters Score -1235027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1235029.625000 Penalty: 4565.543457
	Iteration 44Q: 3 clusters Score -1235030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1235028.750000 Penalty: 4565.543457
	Iteration 45Q: 3 clusters Score -1235029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1235029.000000 Penalty: 4565.543457
	Iteration 46Q: 3 clusters Score -1235029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1235029.750000 Penalty: 4565.543457
	Iteration 47Q: 3 clusters Score -1235030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1235030.000000 Penalty: 4565.543457
	Iteration 48Q: 3 clusters Score -1235030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1235030.000000 Penalty: 4565.543457
	Iteration 49F: 3 clusters Score -1235030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Entering Unmasked Estep 
Score: -20526632.000000 Penalty: 2970.917236
	Iteration 0F: 2 clusters Score -2.052663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -20420276.000000 Penalty: 5941.834473
	Iteration 0F: 3 clusters Score -2.042028e+07 nChanged 76314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -20465096.000000 Penalty: 5941.834473
	Iteration 1F: 3 clusters Score -2.04651e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -20466550.000000 Penalty: 5941.834473
	Iteration 2Q: 3 clusters Score -2.046655e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -20468590.000000 Penalty: 5941.834473
	Iteration 3Q: 3 clusters Score -2.046859e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -20471558.000000 Penalty: 5941.834473
	Iteration 4Q: 3 clusters Score -2.047156e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -20475952.000000 Penalty: 5941.834473
	Iteration 5F: 3 clusters Score -2.047595e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -20481974.000000 Penalty: 5941.834473
	Iteration 6F: 3 clusters Score -2.048197e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114231 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -20489582.000000 Penalty: 5941.834473
	Iteration 7F: 3 clusters Score -2.048958e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -20497602.000000 Penalty: 5941.834473
	Iteration 8F: 3 clusters Score -2.04976e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -20504984.000000 Penalty: 5941.834473
	Iteration 9F: 3 clusters Score -2.050498e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -20510506.000000 Penalty: 5941.834473
	Iteration 10Q: 3 clusters Score -2.051051e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -20514190.000000 Penalty: 5941.834473
	Iteration 11Q: 3 clusters Score -2.051419e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -20516808.000000 Penalty: 5941.834473
	Iteration 12Q: 3 clusters Score -2.051681e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -20518574.000000 Penalty: 5941.834473
	Iteration 13Q: 3 clusters Score -2.051857e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150395 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -20519842.000000 Penalty: 5941.834473
	Iteration 14Q: 3 clusters Score -2.051984e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -20520818.000000 Penalty: 5941.834473
	Iteration 15Q: 3 clusters Score -2.052082e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153714 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -20521532.000000 Penalty: 5941.834473
	Iteration 16Q: 3 clusters Score -2.052153e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -20522060.000000 Penalty: 5941.834473
	Iteration 17Q: 3 clusters Score -2.052206e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -20522526.000000 Penalty: 5941.834473
	Iteration 18Q: 3 clusters Score -2.052253e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -20522954.000000 Penalty: 5941.834473
	Iteration 19Q: 3 clusters Score -2.052295e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20523200.000000 Penalty: 5941.834473
	Iteration 20F: 3 clusters Score -2.05232e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20523394.000000 Penalty: 5941.834473
	Iteration 21Q: 3 clusters Score -2.052339e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20523590.000000 Penalty: 5941.834473
	Iteration 22Q: 3 clusters Score -2.052359e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20523728.000000 Penalty: 5941.834473
	Iteration 23Q: 3 clusters Score -2.052373e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20523862.000000 Penalty: 5941.834473
	Iteration 24Q: 3 clusters Score -2.052386e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20523952.000000 Penalty: 5941.834473
	Iteration 25Q: 3 clusters Score -2.052395e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20524024.000000 Penalty: 5941.834473
	Iteration 26Q: 3 clusters Score -2.052402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20524012.000000 Penalty: 5941.834473
	Iteration 27Q: 3 clusters Score -2.052401e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158501 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20524064.000000 Penalty: 5941.834473
	Iteration 28Q: 3 clusters Score -2.052406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20524110.000000 Penalty: 5941.834473
	Iteration 29Q: 3 clusters Score -2.052411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20524154.000000 Penalty: 5941.834473
	Iteration 30Q: 3 clusters Score -2.052415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20524198.000000 Penalty: 5941.834473
	Iteration 31Q: 3 clusters Score -2.05242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20524206.000000 Penalty: 5941.834473
	Iteration 32Q: 3 clusters Score -2.052421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -20524190.000000 Penalty: 5941.834473
	Iteration 33Q: 3 clusters Score -2.052419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20524198.000000 Penalty: 5941.834473
	Iteration 34Q: 3 clusters Score -2.05242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20524202.000000 Penalty: 5941.834473
	Iteration 35Q: 3 clusters Score -2.05242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158705 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20524236.000000 Penalty: 5941.834473
	Iteration 36Q: 3 clusters Score -2.052424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20524244.000000 Penalty: 5941.834473
	Iteration 37Q: 3 clusters Score -2.052424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20524254.000000 Penalty: 5941.834473
	Iteration 38Q: 3 clusters Score -2.052425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20524250.000000 Penalty: 5941.834473
	Iteration 39Q: 3 clusters Score -2.052425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20524250.000000 Penalty: 5941.834473
	Iteration 40F: 3 clusters Score -2.052425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158775 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20524264.000000 Penalty: 5941.834473
	Iteration 41Q: 3 clusters Score -2.052426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -20524264.000000 Penalty: 5941.834473
	Iteration 42Q: 3 clusters Score -2.052426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -20524278.000000 Penalty: 5941.834473
	Iteration 43Q: 3 clusters Score -2.052428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20524276.000000 Penalty: 5941.834473
	Iteration 44Q: 3 clusters Score -2.052428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20524282.000000 Penalty: 5941.834473
	Iteration 45Q: 3 clusters Score -2.052428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20524298.000000 Penalty: 5941.834473
	Iteration 46Q: 3 clusters Score -2.05243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20524310.000000 Penalty: 5941.834473
	Iteration 47Q: 3 clusters Score -2.052431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20524306.000000 Penalty: 5941.834473
	Iteration 48Q: 3 clusters Score -2.052431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20524296.000000 Penalty: 5941.834473
	Iteration 49Q: 3 clusters Score -2.05243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20524308.000000 Penalty: 5941.834473
	Iteration 50Q: 3 clusters Score -2.052431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20524326.000000 Penalty: 5941.834473
	Iteration 51Q: 3 clusters Score -2.052433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20524326.000000 Penalty: 5941.834473
	Iteration 52F: 3 clusters Score -2.052433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Entering Unmasked Estep 
Score: -4789589.000000 Penalty: 2608.033691
	Iteration 0F: 2 clusters Score -4789589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4764499.500000 Penalty: 5216.067383
	Iteration 0F: 3 clusters Score -4764500 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4773957.500000 Penalty: 5216.067383
	Iteration 1F: 3 clusters Score -4773958 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4774639.500000 Penalty: 5216.067383
	Iteration 2Q: 3 clusters Score -4774640 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4775381.000000 Penalty: 5216.067383
	Iteration 3Q: 3 clusters Score -4775381 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4776154.000000 Penalty: 5216.067383
	Iteration 4Q: 3 clusters Score -4776154 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4777017.000000 Penalty: 5216.067383
	Iteration 5Q: 3 clusters Score -4777017 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4777978.500000 Penalty: 5216.067383
	Iteration 6Q: 3 clusters Score -4777978 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4779087.000000 Penalty: 5216.067383
	Iteration 7Q: 3 clusters Score -4779087 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4780366.000000 Penalty: 5216.067383
	Iteration 8F: 3 clusters Score -4780366 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4781698.000000 Penalty: 5216.067383
	Iteration 9F: 3 clusters Score -4781698 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4783012.500000 Penalty: 5216.067383
	Iteration 10Q: 3 clusters Score -4783012 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4784091.000000 Penalty: 5216.067383
	Iteration 11Q: 3 clusters Score -4784091 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4784917.500000 Penalty: 5216.067383
	Iteration 12Q: 3 clusters Score -4784918 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4785547.500000 Penalty: 5216.067383
	Iteration 13Q: 3 clusters Score -4785548 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4786035.500000 Penalty: 5216.067383
	Iteration 14Q: 3 clusters Score -4786036 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4786374.500000 Penalty: 5216.067383
	Iteration 15Q: 3 clusters Score -4786374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4786636.500000 Penalty: 5216.067383
	Iteration 16Q: 3 clusters Score -4786636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4786822.000000 Penalty: 5216.067383
	Iteration 17Q: 3 clusters Score -4786822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4786953.500000 Penalty: 5216.067383
	Iteration 18Q: 3 clusters Score -4786954 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4787049.500000 Penalty: 5216.067383
	Iteration 19Q: 3 clusters Score -4787050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4787134.000000 Penalty: 5216.067383
	Iteration 20F: 3 clusters Score -4787134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4787189.500000 Penalty: 5216.067383
	Iteration 21Q: 3 clusters Score -4787190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4787232.000000 Penalty: 5216.067383
	Iteration 22Q: 3 clusters Score -4787232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4787261.000000 Penalty: 5216.067383
	Iteration 23Q: 3 clusters Score -4787261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4787287.500000 Penalty: 5216.067383
	Iteration 24Q: 3 clusters Score -4787288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4787309.500000 Penalty: 5216.067383
	Iteration 25Q: 3 clusters Score -4787310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4787310.500000 Penalty: 5216.067383
	Iteration 26Q: 3 clusters Score -4787310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4787312.000000 Penalty: 5216.067383
	Iteration 27Q: 3 clusters Score -4787312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4787320.000000 Penalty: 5216.067383
	Iteration 28Q: 3 clusters Score -4787320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4787321.500000 Penalty: 5216.067383
	Iteration 29Q: 3 clusters Score -4787322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4787317.500000 Penalty: 5216.067383
	Iteration 30Q: 3 clusters Score -4787318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4787322.500000 Penalty: 5216.067383
	Iteration 31Q: 3 clusters Score -4787322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4787327.000000 Penalty: 5216.067383
	Iteration 32Q: 3 clusters Score -4787327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4787333.000000 Penalty: 5216.067383
	Iteration 33Q: 3 clusters Score -4787333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4787341.500000 Penalty: 5216.067383
	Iteration 34Q: 3 clusters Score -4787342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4787340.500000 Penalty: 5216.067383
	Iteration 35Q: 3 clusters Score -4787340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4787345.500000 Penalty: 5216.067383
	Iteration 36Q: 3 clusters Score -4787346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4787344.000000 Penalty: 5216.067383
	Iteration 37Q: 3 clusters Score -4787344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4787344.000000 Penalty: 5216.067383
	Iteration 38F: 3 clusters Score -4787344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85698.929688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -85698.93 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 378 members 
Entering Unmasked Estep 
Score: -84004.984375 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -84004.98 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84325.414062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -84325.41 nChanged 51
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: -84508.320312 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -84508.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84705.101562 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -84705.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85020.062500 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -85020.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85327.250000 Penalty: 3303.009766
	Iteration 5F: 3 clusters Score -85327.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85649.343750 Penalty: 3303.009766
	Iteration 6F: 3 clusters Score -85649.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85919.250000 Penalty: 3303.009766
	Iteration 7F: 3 clusters Score -85919.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86025.265625 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -86025.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86074.437500 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -86074.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86104.218750 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -86104.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86119.898438 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -86119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86135.921875 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -86135.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86144.914062 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -86144.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86152.960938 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -86152.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86174.312500 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -86174.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86200.187500 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -86200.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86210.859375 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -86210.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86229.234375 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -86229.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86266.468750 Penalty: 3303.009766
	Iteration 19Q: 3 clusters Score -86266.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86348.335938 Penalty: 3303.009766
	Iteration 20F: 3 clusters Score -86348.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86398.421875 Penalty: 3303.009766
	Iteration 21Q: 3 clusters Score -86398.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86398.421875 Penalty: 3303.009766
	Iteration 22F: 3 clusters Score -86398.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 170232 members 
Mstep: Class 8 contains 204808 members 
Mstep: Class 9 contains 165365 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189198 members 
Mstep: Class 12 contains 74005 members 
Mstep: Class 13 contains 46023 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 36911 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 186004 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166412032.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166412800.000000 to -166412032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (186004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186004 members 
Entering Unmasked Estep 
Score: -24135306.000000 Penalty: 3009.114014
	Iteration 0F: 2 clusters Score -2.413531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -24016532.000000 Penalty: 6018.228027
	Iteration 0F: 3 clusters Score -2.401653e+07 nChanged 89077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -24069112.000000 Penalty: 6018.228027
	Iteration 1F: 3 clusters Score -2.406911e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -24070336.000000 Penalty: 6018.228027
	Iteration 2Q: 3 clusters Score -2.407034e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -24071842.000000 Penalty: 6018.228027
	Iteration 3Q: 3 clusters Score -2.407184e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -24073648.000000 Penalty: 6018.228027
	Iteration 4Q: 3 clusters Score -2.407365e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -24076010.000000 Penalty: 6018.228027
	Iteration 5Q: 3 clusters Score -2.407601e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -24079818.000000 Penalty: 6018.228027
	Iteration 6Q: 3 clusters Score -2.407982e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -24085840.000000 Penalty: 6018.228027
	Iteration 7F: 3 clusters Score -2.408584e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -24094644.000000 Penalty: 6018.228027
	Iteration 8F: 3 clusters Score -2.409464e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -24104280.000000 Penalty: 6018.228027
	Iteration 9F: 3 clusters Score -2.410428e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -24110864.000000 Penalty: 6018.228027
	Iteration 10F: 3 clusters Score -2.411086e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -24113606.000000 Penalty: 6018.228027
	Iteration 11Q: 3 clusters Score -2.411361e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -24115016.000000 Penalty: 6018.228027
	Iteration 12Q: 3 clusters Score -2.411502e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -24116002.000000 Penalty: 6018.228027
	Iteration 13Q: 3 clusters Score -2.4116e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -24116832.000000 Penalty: 6018.228027
	Iteration 14Q: 3 clusters Score -2.411683e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -24117648.000000 Penalty: 6018.228027
	Iteration 15Q: 3 clusters Score -2.411765e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -24118548.000000 Penalty: 6018.228027
	Iteration 16Q: 3 clusters Score -2.411855e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -24119152.000000 Penalty: 6018.228027
	Iteration 17Q: 3 clusters Score -2.411915e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -24119800.000000 Penalty: 6018.228027
	Iteration 18Q: 3 clusters Score -2.41198e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120004 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -24120320.000000 Penalty: 6018.228027
	Iteration 19Q: 3 clusters Score -2.412032e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -24120808.000000 Penalty: 6018.228027
	Iteration 20F: 3 clusters Score -2.412081e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122342 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -24121294.000000 Penalty: 6018.228027
	Iteration 21Q: 3 clusters Score -2.412129e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -24121692.000000 Penalty: 6018.228027
	Iteration 22Q: 3 clusters Score -2.412169e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -24122066.000000 Penalty: 6018.228027
	Iteration 23Q: 3 clusters Score -2.412207e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -24122480.000000 Penalty: 6018.228027
	Iteration 24Q: 3 clusters Score -2.412248e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128141 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -24123072.000000 Penalty: 6018.228027
	Iteration 25Q: 3 clusters Score -2.412307e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -24123602.000000 Penalty: 6018.228027
	Iteration 26Q: 3 clusters Score -2.41236e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -24123974.000000 Penalty: 6018.228027
	Iteration 27Q: 3 clusters Score -2.412397e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132560 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -24124486.000000 Penalty: 6018.228027
	Iteration 28Q: 3 clusters Score -2.412449e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134103 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -24124948.000000 Penalty: 6018.228027
	Iteration 29Q: 3 clusters Score -2.412495e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -24125530.000000 Penalty: 6018.228027
	Iteration 30Q: 3 clusters Score -2.412553e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -24126006.000000 Penalty: 6018.228027
	Iteration 31Q: 3 clusters Score -2.412601e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -24126388.000000 Penalty: 6018.228027
	Iteration 32Q: 3 clusters Score -2.412639e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -24126852.000000 Penalty: 6018.228027
	Iteration 33Q: 3 clusters Score -2.412685e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -24127168.000000 Penalty: 6018.228027
	Iteration 34Q: 3 clusters Score -2.412717e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -24127646.000000 Penalty: 6018.228027
	Iteration 35Q: 3 clusters Score -2.412765e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -24127998.000000 Penalty: 6018.228027
	Iteration 36Q: 3 clusters Score -2.4128e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -24128450.000000 Penalty: 6018.228027
	Iteration 37Q: 3 clusters Score -2.412845e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -24128860.000000 Penalty: 6018.228027
	Iteration 38Q: 3 clusters Score -2.412886e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149067 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -24129120.000000 Penalty: 6018.228027
	Iteration 39Q: 3 clusters Score -2.412912e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -24129478.000000 Penalty: 6018.228027
	Iteration 40F: 3 clusters Score -2.412948e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -24129706.000000 Penalty: 6018.228027
	Iteration 41Q: 3 clusters Score -2.412971e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -24130084.000000 Penalty: 6018.228027
	Iteration 42Q: 3 clusters Score -2.413008e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -24130440.000000 Penalty: 6018.228027
	Iteration 43Q: 3 clusters Score -2.413044e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -24130788.000000 Penalty: 6018.228027
	Iteration 44Q: 3 clusters Score -2.413079e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -24131062.000000 Penalty: 6018.228027
	Iteration 45Q: 3 clusters Score -2.413106e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157891 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -24131458.000000 Penalty: 6018.228027
	Iteration 46Q: 3 clusters Score -2.413146e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159012 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -24131722.000000 Penalty: 6018.228027
	Iteration 47Q: 3 clusters Score -2.413172e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -24131986.000000 Penalty: 6018.228027
	Iteration 48Q: 3 clusters Score -2.413199e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -24132148.000000 Penalty: 6018.228027
	Iteration 49Q: 3 clusters Score -2.413215e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -24132342.000000 Penalty: 6018.228027
	Iteration 50Q: 3 clusters Score -2.413234e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -24132460.000000 Penalty: 6018.228027
	Iteration 51Q: 3 clusters Score -2.413246e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -24132510.000000 Penalty: 6018.228027
	Iteration 52Q: 3 clusters Score -2.413251e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -24132760.000000 Penalty: 6018.228027
	Iteration 53Q: 3 clusters Score -2.413276e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -24132860.000000 Penalty: 6018.228027
	Iteration 54Q: 3 clusters Score -2.413286e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -24133006.000000 Penalty: 6018.228027
	Iteration 55Q: 3 clusters Score -2.413301e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -24133138.000000 Penalty: 6018.228027
	Iteration 56Q: 3 clusters Score -2.413314e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168162 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -24133166.000000 Penalty: 6018.228027
	Iteration 57Q: 3 clusters Score -2.413317e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -24133150.000000 Penalty: 6018.228027
	Iteration 58Q: 3 clusters Score -2.413315e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -24133310.000000 Penalty: 6018.228027
	Iteration 59Q: 3 clusters Score -2.413331e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170701 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -24133472.000000 Penalty: 6018.228027
	Iteration 60F: 3 clusters Score -2.413347e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -24133548.000000 Penalty: 6018.228027
	Iteration 61Q: 3 clusters Score -2.413355e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -24133520.000000 Penalty: 6018.228027
	Iteration 62Q: 3 clusters Score -2.413352e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -24133512.000000 Penalty: 6018.228027
	Iteration 63Q: 3 clusters Score -2.413351e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173794 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -24133640.000000 Penalty: 6018.228027
	Iteration 64Q: 3 clusters Score -2.413364e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174484 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -24133670.000000 Penalty: 6018.228027
	Iteration 65Q: 3 clusters Score -2.413367e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -24133628.000000 Penalty: 6018.228027
	Iteration 66Q: 3 clusters Score -2.413363e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -24133616.000000 Penalty: 6018.228027
	Iteration 67Q: 3 clusters Score -2.413362e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176303 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -24133546.000000 Penalty: 6018.228027
	Iteration 68Q: 3 clusters Score -2.413355e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176824 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -24133580.000000 Penalty: 6018.228027
	Iteration 69Q: 3 clusters Score -2.413358e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177272 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -24133522.000000 Penalty: 6018.228027
	Iteration 70Q: 3 clusters Score -2.413352e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177711 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -24133526.000000 Penalty: 6018.228027
	Iteration 71Q: 3 clusters Score -2.413353e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -24133496.000000 Penalty: 6018.228027
	Iteration 72Q: 3 clusters Score -2.41335e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -24133460.000000 Penalty: 6018.228027
	Iteration 73Q: 3 clusters Score -2.413346e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -24133396.000000 Penalty: 6018.228027
	Iteration 74Q: 3 clusters Score -2.41334e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -24133372.000000 Penalty: 6018.228027
	Iteration 75Q: 3 clusters Score -2.413337e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179534 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -24133374.000000 Penalty: 6018.228027
	Iteration 76Q: 3 clusters Score -2.413337e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179829 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -24133404.000000 Penalty: 6018.228027
	Iteration 77Q: 3 clusters Score -2.41334e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180121 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -24133410.000000 Penalty: 6018.228027
	Iteration 78Q: 3 clusters Score -2.413341e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -24133404.000000 Penalty: 6018.228027
	Iteration 79Q: 3 clusters Score -2.41334e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180673 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -24133342.000000 Penalty: 6018.228027
	Iteration 80F: 3 clusters Score -2.413334e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -24133332.000000 Penalty: 6018.228027
	Iteration 81Q: 3 clusters Score -2.413333e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -24133300.000000 Penalty: 6018.228027
	Iteration 82Q: 3 clusters Score -2.41333e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181404 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -24133260.000000 Penalty: 6018.228027
	Iteration 83Q: 3 clusters Score -2.413326e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -24133244.000000 Penalty: 6018.228027
	Iteration 84Q: 3 clusters Score -2.413324e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181797 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -24133266.000000 Penalty: 6018.228027
	Iteration 85Q: 3 clusters Score -2.413327e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181969 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -24133288.000000 Penalty: 6018.228027
	Iteration 86Q: 3 clusters Score -2.413329e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -24133278.000000 Penalty: 6018.228027
	Iteration 87Q: 3 clusters Score -2.413328e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -24133288.000000 Penalty: 6018.228027
	Iteration 88Q: 3 clusters Score -2.413329e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -24133270.000000 Penalty: 6018.228027
	Iteration 89Q: 3 clusters Score -2.413327e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182489 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -24133218.000000 Penalty: 6018.228027
	Iteration 90Q: 3 clusters Score -2.413322e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -24133226.000000 Penalty: 6018.228027
	Iteration 91Q: 3 clusters Score -2.413323e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -24133296.000000 Penalty: 6018.228027
	Iteration 92Q: 3 clusters Score -2.41333e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -24133268.000000 Penalty: 6018.228027
	Iteration 93Q: 3 clusters Score -2.413327e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -24133248.000000 Penalty: 6018.228027
	Iteration 94Q: 3 clusters Score -2.413325e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -24133200.000000 Penalty: 6018.228027
	Iteration 95Q: 3 clusters Score -2.41332e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -24133212.000000 Penalty: 6018.228027
	Iteration 96Q: 3 clusters Score -2.413321e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183111 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -24133236.000000 Penalty: 6018.228027
	Iteration 97Q: 3 clusters Score -2.413324e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183188 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -24133238.000000 Penalty: 6018.228027
	Iteration 98Q: 3 clusters Score -2.413324e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -24133216.000000 Penalty: 6018.228027
	Iteration 99Q: 3 clusters Score -2.413322e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183350 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -24133214.000000 Penalty: 6018.228027
	Iteration 100F: 3 clusters Score -2.413321e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183408 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -24133226.000000 Penalty: 6018.228027
	Iteration 101Q: 3 clusters Score -2.413323e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183462 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -24133270.000000 Penalty: 6018.228027
	Iteration 102Q: 3 clusters Score -2.413327e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -24133300.000000 Penalty: 6018.228027
	Iteration 103Q: 3 clusters Score -2.41333e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183552 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -24133292.000000 Penalty: 6018.228027
	Iteration 104Q: 3 clusters Score -2.413329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183591 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -24133318.000000 Penalty: 6018.228027
	Iteration 105Q: 3 clusters Score -2.413332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183633 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -24133292.000000 Penalty: 6018.228027
	Iteration 106Q: 3 clusters Score -2.413329e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183672 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -24133282.000000 Penalty: 6018.228027
	Iteration 107Q: 3 clusters Score -2.413328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183701 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24133304.000000 Penalty: 6018.228027
	Iteration 108Q: 3 clusters Score -2.41333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183729 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24133282.000000 Penalty: 6018.228027
	Iteration 109Q: 3 clusters Score -2.413328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183750 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -24133306.000000 Penalty: 6018.228027
	Iteration 110Q: 3 clusters Score -2.413331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -24133304.000000 Penalty: 6018.228027
	Iteration 111Q: 3 clusters Score -2.41333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183791 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -24133322.000000 Penalty: 6018.228027
	Iteration 112Q: 3 clusters Score -2.413332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183814 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24133314.000000 Penalty: 6018.228027
	Iteration 113Q: 3 clusters Score -2.413331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -24133300.000000 Penalty: 6018.228027
	Iteration 114Q: 3 clusters Score -2.41333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183856 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -24133306.000000 Penalty: 6018.228027
	Iteration 115Q: 3 clusters Score -2.413331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -24133310.000000 Penalty: 6018.228027
	Iteration 116Q: 3 clusters Score -2.413331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183884 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24133314.000000 Penalty: 6018.228027
	Iteration 117Q: 3 clusters Score -2.413331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183897 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24133290.000000 Penalty: 6018.228027
	Iteration 118Q: 3 clusters Score -2.413329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183904 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -24133280.000000 Penalty: 6018.228027
	Iteration 119Q: 3 clusters Score -2.413328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183915 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -24133310.000000 Penalty: 6018.228027
	Iteration 120F: 3 clusters Score -2.413331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183926 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -24133310.000000 Penalty: 6018.228027
	Iteration 121Q: 3 clusters Score -2.413331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -24133302.000000 Penalty: 6018.228027
	Iteration 122Q: 3 clusters Score -2.41333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -24133304.000000 Penalty: 6018.228027
	Iteration 123Q: 3 clusters Score -2.41333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183953 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -24133312.000000 Penalty: 6018.228027
	Iteration 124Q: 3 clusters Score -2.413331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -24133318.000000 Penalty: 6018.228027
	Iteration 125Q: 3 clusters Score -2.413332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24133336.000000 Penalty: 6018.228027
	Iteration 126Q: 3 clusters Score -2.413334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183962 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -24133328.000000 Penalty: 6018.228027
	Iteration 127Q: 3 clusters Score -2.413333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -24133316.000000 Penalty: 6018.228027
	Iteration 128Q: 3 clusters Score -2.413332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -24133316.000000 Penalty: 6018.228027
	Iteration 129F: 3 clusters Score -2.413332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -912500.125000 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -912500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -906352.062500 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -906352.1 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -908087.562500 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -908087.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -908473.687500 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -908473.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -908849.437500 Penalty: 4424.910156
	Iteration 3F: 3 clusters Score -908849.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -909242.125000 Penalty: 4424.910156
	Iteration 4F: 3 clusters Score -909242.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -909603.062500 Penalty: 4424.910156
	Iteration 5F: 3 clusters Score -909603.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -909965.750000 Penalty: 4424.910156
	Iteration 6F: 3 clusters Score -909965.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -910266.125000 Penalty: 4424.910156
	Iteration 7F: 3 clusters Score -910266.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -910514.625000 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -910514.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -910677.625000 Penalty: 4424.910156
	Iteration 9Q: 3 clusters Score -910677.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -910778.812500 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -910778.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -910857.625000 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -910857.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -910921.187500 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -910921.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -910963.750000 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -910963.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -910995.500000 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -910995.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -911018.812500 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -911018.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -911042.062500 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -911042.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -911061.062500 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -911061.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -911085.000000 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -911085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -911113.562500 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -911113.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -911144.125000 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -911144.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -911166.437500 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -911166.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -911184.562500 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -911184.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -911209.937500 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -911209.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -911233.187500 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -911233.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -911247.187500 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -911247.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -911261.250000 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -911261.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -911279.812500 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -911279.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -911297.000000 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -911297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -911312.187500 Penalty: 4424.910156
	Iteration 29Q: 3 clusters Score -911312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -911319.187500 Penalty: 4424.910156
	Iteration 30Q: 3 clusters Score -911319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -911320.750000 Penalty: 4424.910156
	Iteration 31Q: 3 clusters Score -911320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -911327.812500 Penalty: 4424.910156
	Iteration 32Q: 3 clusters Score -911327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -911332.625000 Penalty: 4424.910156
	Iteration 33Q: 3 clusters Score -911332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -911335.500000 Penalty: 4424.910156
	Iteration 34Q: 3 clusters Score -911335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -911340.750000 Penalty: 4424.910156
	Iteration 35Q: 3 clusters Score -911340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -911344.562500 Penalty: 4424.910156
	Iteration 36Q: 3 clusters Score -911344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -911346.500000 Penalty: 4424.910156
	Iteration 37Q: 3 clusters Score -911346.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -911349.687500 Penalty: 4424.910156
	Iteration 38Q: 3 clusters Score -911349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -911351.000000 Penalty: 4424.910156
	Iteration 39Q: 3 clusters Score -911351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -911356.062500 Penalty: 4424.910156
	Iteration 40F: 3 clusters Score -911356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -911359.437500 Penalty: 4424.910156
	Iteration 41Q: 3 clusters Score -911359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -911358.687500 Penalty: 4424.910156
	Iteration 42Q: 3 clusters Score -911358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -911361.187500 Penalty: 4424.910156
	Iteration 43Q: 3 clusters Score -911361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -911361.000000 Penalty: 4424.910156
	Iteration 44Q: 3 clusters Score -911361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -911361.875000 Penalty: 4424.910156
	Iteration 45Q: 3 clusters Score -911361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -911364.437500 Penalty: 4424.910156
	Iteration 46Q: 3 clusters Score -911364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -911364.562500 Penalty: 4424.910156
	Iteration 47Q: 3 clusters Score -911364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -911366.312500 Penalty: 4424.910156
	Iteration 48Q: 3 clusters Score -911366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -911368.375000 Penalty: 4424.910156
	Iteration 49Q: 3 clusters Score -911368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -911366.875000 Penalty: 4424.910156
	Iteration 50Q: 3 clusters Score -911366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -911368.125000 Penalty: 4424.910156
	Iteration 51Q: 3 clusters Score -911368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -911368.125000 Penalty: 4424.910156
	Iteration 52F: 3 clusters Score -911368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Entering Unmasked Estep 
Score: -1120283.625000 Penalty: 2249.598877
	Iteration 0F: 2 clusters Score -1120284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1113507.250000 Penalty: 4499.197754
	Iteration 0F: 3 clusters Score -1113507 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1115369.250000 Penalty: 4499.197754
	Iteration 1F: 3 clusters Score -1115369 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1115592.750000 Penalty: 4499.197754
	Iteration 2F: 3 clusters Score -1115593 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1115754.000000 Penalty: 4499.197754
	Iteration 3Q: 3 clusters Score -1115754 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1115906.875000 Penalty: 4499.197754
	Iteration 4Q: 3 clusters Score -1115907 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1116030.750000 Penalty: 4499.197754
	Iteration 5Q: 3 clusters Score -1116031 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1116152.750000 Penalty: 4499.197754
	Iteration 6Q: 3 clusters Score -1116153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1116273.250000 Penalty: 4499.197754
	Iteration 7Q: 3 clusters Score -1116273 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1116411.500000 Penalty: 4499.197754
	Iteration 8Q: 3 clusters Score -1116412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1116601.250000 Penalty: 4499.197754
	Iteration 9Q: 3 clusters Score -1116601 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1116810.250000 Penalty: 4499.197754
	Iteration 10Q: 3 clusters Score -1116810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1117050.875000 Penalty: 4499.197754
	Iteration 11Q: 3 clusters Score -1117051 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1117307.375000 Penalty: 4499.197754
	Iteration 12Q: 3 clusters Score -1117307 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1117574.250000 Penalty: 4499.197754
	Iteration 13Q: 3 clusters Score -1117574 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1117859.000000 Penalty: 4499.197754
	Iteration 14Q: 3 clusters Score -1117859 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1118123.000000 Penalty: 4499.197754
	Iteration 15Q: 3 clusters Score -1118123 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1118334.500000 Penalty: 4499.197754
	Iteration 16Q: 3 clusters Score -1118334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1118487.125000 Penalty: 4499.197754
	Iteration 17Q: 3 clusters Score -1118487 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1118601.625000 Penalty: 4499.197754
	Iteration 18Q: 3 clusters Score -1118602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1118665.375000 Penalty: 4499.197754
	Iteration 19Q: 3 clusters Score -1118665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1118705.250000 Penalty: 4499.197754
	Iteration 20F: 3 clusters Score -1118705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1118741.125000 Penalty: 4499.197754
	Iteration 21Q: 3 clusters Score -1118741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1118770.500000 Penalty: 4499.197754
	Iteration 22Q: 3 clusters Score -1118770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1118786.500000 Penalty: 4499.197754
	Iteration 23Q: 3 clusters Score -1118786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1118794.250000 Penalty: 4499.197754
	Iteration 24Q: 3 clusters Score -1118794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1118802.500000 Penalty: 4499.197754
	Iteration 25Q: 3 clusters Score -1118802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1118805.750000 Penalty: 4499.197754
	Iteration 26Q: 3 clusters Score -1118806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1118808.250000 Penalty: 4499.197754
	Iteration 27Q: 3 clusters Score -1118808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1118808.125000 Penalty: 4499.197754
	Iteration 28Q: 3 clusters Score -1118808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1118809.375000 Penalty: 4499.197754
	Iteration 29Q: 3 clusters Score -1118809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1118811.875000 Penalty: 4499.197754
	Iteration 30Q: 3 clusters Score -1118812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1118815.750000 Penalty: 4499.197754
	Iteration 31Q: 3 clusters Score -1118816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1118816.750000 Penalty: 4499.197754
	Iteration 32Q: 3 clusters Score -1118817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1118817.625000 Penalty: 4499.197754
	Iteration 33Q: 3 clusters Score -1118818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1118817.000000 Penalty: 4499.197754
	Iteration 34Q: 3 clusters Score -1118817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1118817.750000 Penalty: 4499.197754
	Iteration 35Q: 3 clusters Score -1118818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1118818.500000 Penalty: 4499.197754
	Iteration 36Q: 3 clusters Score -1118818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1118818.250000 Penalty: 4499.197754
	Iteration 37Q: 3 clusters Score -1118818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1118818.375000 Penalty: 4499.197754
	Iteration 38Q: 3 clusters Score -1118818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1118818.375000 Penalty: 4499.197754
	Iteration 39F: 3 clusters Score -1118818 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 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: -63637.218750 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63637.22 nChanged 131
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: -63973.500000 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -63973.5 nChanged 58
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: -64171.957031 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64171.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64321.562500 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64321.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64393.277344 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64393.28 nChanged 18
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: -64453.312500 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64453.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64500.242188 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64500.24 nChanged 14
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: -64588.425781 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64588.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64660.875000 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64660.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64700.859375 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64700.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64716.589844 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64716.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64724.648438 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -64724.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64729.914062 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -64729.91 nChanged 6
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: -64742.343750 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -64742.34 nChanged 7
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: -64758.042969 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -64758.04 nChanged 5
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: -64766.449219 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -64766.45 nChanged 4
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: -64772.566406 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -64772.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64778.050781 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -64778.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64785.066406 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -64785.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64792.851562 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -64792.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64803.605469 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -64803.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64818.148438 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -64818.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64852.609375 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -64852.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64908.246094 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -64908.25 nChanged 3
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: -65004.054688 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -65004.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65069.031250 Penalty: 3206.435791
	Iteration 25Q: 3 clusters Score -65069.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65076.332031 Penalty: 3206.435791
	Iteration 26Q: 3 clusters Score -65076.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65084.140625 Penalty: 3206.435791
	Iteration 27Q: 3 clusters Score -65084.14 nChanged 8
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: -65093.421875 Penalty: 3206.435791
	Iteration 28Q: 3 clusters Score -65093.42 nChanged 2
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: -65096.867188 Penalty: 3206.435791
	Iteration 29Q: 3 clusters Score -65096.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65097.250000 Penalty: 3206.435791
	Iteration 30Q: 3 clusters Score -65097.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65100.425781 Penalty: 3206.435791
	Iteration 31Q: 3 clusters Score -65100.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65101.855469 Penalty: 3206.435791
	Iteration 32Q: 3 clusters Score -65101.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65101.855469 Penalty: 3206.435791
	Iteration 33F: 3 clusters Score -65101.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 170232 members 
Mstep: Class 8 contains 204808 members 
Mstep: Class 9 contains 165365 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189198 members 
Mstep: Class 12 contains 74005 members 
Mstep: Class 13 contains 46023 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 36911 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186004 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413600.000000 Penalty: 76877.992188
Iteration 199Q: 23 clusters Score -1.664136e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 21181 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 170218 members 
Mstep: Class 8 contains 205016 members 
Mstep: Class 9 contains 165374 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189144 members 
Mstep: Class 12 contains 73995 members 
Mstep: Class 13 contains 45994 members 
Mstep: Class 14 contains 9980 members 
Mstep: Class 15 contains 159306 members 
Mstep: Class 16 contains 36782 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185893 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 8698 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 23 clusters Score -1.664142e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23134 members 
Mstep: Class 3 contains 21177 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 170234 members 
Mstep: Class 8 contains 205277 members 
Mstep: Class 9 contains 165386 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189081 members 
Mstep: Class 12 contains 73975 members 
Mstep: Class 13 contains 45982 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 159189 members 
Mstep: Class 16 contains 36683 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185779 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 8695 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 23 clusters Score -1.664141e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 170211 members 
Mstep: Class 8 contains 205597 members 
Mstep: Class 9 contains 165379 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 189035 members 
Mstep: Class 12 contains 73949 members 
Mstep: Class 13 contains 45968 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 159107 members 
Mstep: Class 16 contains 36606 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185669 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 3683 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 23 clusters Score -1.664139e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23100 members 
Mstep: Class 3 contains 21153 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 170159 members 
Mstep: Class 8 contains 205938 members 
Mstep: Class 9 contains 165345 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188997 members 
Mstep: Class 12 contains 73925 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 9612 members 
Mstep: Class 15 contains 159059 members 
Mstep: Class 16 contains 36545 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185586 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413792.000000 Penalty: 76877.992188
Iteration 203Q: 23 clusters Score -1.664138e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23058 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 170130 members 
Mstep: Class 8 contains 206186 members 
Mstep: Class 9 contains 165321 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188971 members 
Mstep: Class 12 contains 73912 members 
Mstep: Class 13 contains 45939 members 
Mstep: Class 14 contains 9541 members 
Mstep: Class 15 contains 159029 members 
Mstep: Class 16 contains 36494 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185528 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 3960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 23 clusters Score -1.664137e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23024 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 170067 members 
Mstep: Class 8 contains 206400 members 
Mstep: Class 9 contains 165324 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188966 members 
Mstep: Class 12 contains 73896 members 
Mstep: Class 13 contains 45913 members 
Mstep: Class 14 contains 9476 members 
Mstep: Class 15 contains 158994 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185494 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8722 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413360.000000 Penalty: 76877.992188
Iteration 205Q: 23 clusters Score -1.664134e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 169979 members 
Mstep: Class 8 contains 206572 members 
Mstep: Class 9 contains 165326 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188957 members 
Mstep: Class 12 contains 73890 members 
Mstep: Class 13 contains 45900 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 158993 members 
Mstep: Class 16 contains 36397 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185447 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413456.000000 Penalty: 76877.992188
Iteration 206Q: 23 clusters Score -1.664135e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22953 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 169880 members 
Mstep: Class 8 contains 206706 members 
Mstep: Class 9 contains 165390 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188944 members 
Mstep: Class 12 contains 73891 members 
Mstep: Class 13 contains 45891 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 158980 members 
Mstep: Class 16 contains 36359 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185414 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413392.000000 Penalty: 76877.992188
Iteration 207Q: 23 clusters Score -1.664134e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 169822 members 
Mstep: Class 8 contains 206810 members 
Mstep: Class 9 contains 165432 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188913 members 
Mstep: Class 12 contains 73884 members 
Mstep: Class 13 contains 45877 members 
Mstep: Class 14 contains 9331 members 
Mstep: Class 15 contains 159004 members 
Mstep: Class 16 contains 36327 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185379 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 8738 members 
Mstep: Class 21 contains 4382 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413344.000000 Penalty: 76877.992188
Iteration 208Q: 23 clusters Score -1.664133e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22897 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 169765 members 
Mstep: Class 8 contains 206892 members 
Mstep: Class 9 contains 165472 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188891 members 
Mstep: Class 12 contains 73877 members 
Mstep: Class 13 contains 45855 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 159021 members 
Mstep: Class 16 contains 36313 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185348 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413200.000000 Penalty: 76877.992188
Iteration 209Q: 23 clusters Score -1.664132e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22875 members 
Mstep: Class 3 contains 21095 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 169768 members 
Mstep: Class 8 contains 206959 members 
Mstep: Class 9 contains 165502 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188879 members 
Mstep: Class 12 contains 73877 members 
Mstep: Class 13 contains 45839 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 159012 members 
Mstep: Class 16 contains 36288 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185287 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8744 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413488.000000 Penalty: 76877.992188
Iteration 210Q: 23 clusters Score -1.664135e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22856 members 
Mstep: Class 3 contains 21082 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 169793 members 
Mstep: Class 8 contains 207042 members 
Mstep: Class 9 contains 165541 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188834 members 
Mstep: Class 12 contains 73872 members 
Mstep: Class 13 contains 45819 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 159026 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185224 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 4595 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413440.000000 Penalty: 76877.992188
Iteration 211Q: 23 clusters Score -1.664134e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22839 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 169778 members 
Mstep: Class 8 contains 207089 members 
Mstep: Class 9 contains 165565 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188823 members 
Mstep: Class 12 contains 73852 members 
Mstep: Class 13 contains 45808 members 
Mstep: Class 14 contains 9212 members 
Mstep: Class 15 contains 159037 members 
Mstep: Class 16 contains 36222 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185229 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8746 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413504.000000 Penalty: 76877.992188
Iteration 212Q: 23 clusters Score -1.664135e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22822 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 169772 members 
Mstep: Class 8 contains 207131 members 
Mstep: Class 9 contains 165581 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188839 members 
Mstep: Class 12 contains 73845 members 
Mstep: Class 13 contains 45790 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 159022 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185248 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413568.000000 Penalty: 76877.992188
Iteration 213Q: 23 clusters Score -1.664136e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22812 members 
Mstep: Class 3 contains 21046 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 169764 members 
Mstep: Class 8 contains 207163 members 
Mstep: Class 9 contains 165620 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188839 members 
Mstep: Class 12 contains 73843 members 
Mstep: Class 13 contains 45771 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 159021 members 
Mstep: Class 16 contains 36176 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185244 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8732 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413568.000000 Penalty: 76877.992188
Iteration 214Q: 23 clusters Score -1.664136e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 21041 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 169772 members 
Mstep: Class 8 contains 207199 members 
Mstep: Class 9 contains 165664 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188833 members 
Mstep: Class 12 contains 73832 members 
Mstep: Class 13 contains 45755 members 
Mstep: Class 14 contains 9141 members 
Mstep: Class 15 contains 159000 members 
Mstep: Class 16 contains 36152 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8722 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413760.000000 Penalty: 76877.992188
Iteration 215Q: 23 clusters Score -1.664138e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22779 members 
Mstep: Class 3 contains 21032 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 169808 members 
Mstep: Class 8 contains 207228 members 
Mstep: Class 9 contains 165692 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188825 members 
Mstep: Class 12 contains 73823 members 
Mstep: Class 13 contains 45736 members 
Mstep: Class 14 contains 9123 members 
Mstep: Class 15 contains 158949 members 
Mstep: Class 16 contains 36137 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185265 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414032.000000 Penalty: 76877.992188
Iteration 216Q: 23 clusters Score -1.66414e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22765 members 
Mstep: Class 3 contains 21022 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 169789 members 
Mstep: Class 8 contains 207264 members 
Mstep: Class 9 contains 165701 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188842 members 
Mstep: Class 12 contains 73818 members 
Mstep: Class 13 contains 45729 members 
Mstep: Class 14 contains 9119 members 
Mstep: Class 15 contains 158921 members 
Mstep: Class 16 contains 36117 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185296 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 4858 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413872.000000 Penalty: 76877.992188
Iteration 217Q: 23 clusters Score -1.664139e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22753 members 
Mstep: Class 3 contains 21016 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 169764 members 
Mstep: Class 8 contains 207276 members 
Mstep: Class 9 contains 165732 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188857 members 
Mstep: Class 12 contains 73814 members 
Mstep: Class 13 contains 45715 members 
Mstep: Class 14 contains 9115 members 
Mstep: Class 15 contains 158895 members 
Mstep: Class 16 contains 36091 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185331 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 4888 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 23 clusters Score -1.664139e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22733 members 
Mstep: Class 3 contains 21003 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 169757 members 
Mstep: Class 8 contains 207281 members 
Mstep: Class 9 contains 165788 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188858 members 
Mstep: Class 12 contains 73820 members 
Mstep: Class 13 contains 45691 members 
Mstep: Class 14 contains 9104 members 
Mstep: Class 15 contains 158864 members 
Mstep: Class 16 contains 36057 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185367 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413984.000000 Penalty: 76877.992188
Iteration 219Q: 23 clusters Score -1.66414e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22710 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 169761 members 
Mstep: Class 8 contains 207257 members 
Mstep: Class 9 contains 165851 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188859 members 
Mstep: Class 12 contains 73823 members 
Mstep: Class 13 contains 45670 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 158853 members 
Mstep: Class 16 contains 36039 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185383 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413856.000000 Penalty: 76877.992188
Iteration 220F: 23 clusters Score -1.664139e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22694 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 169751 members 
Mstep: Class 8 contains 207251 members 
Mstep: Class 9 contains 165913 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188869 members 
Mstep: Class 12 contains 73824 members 
Mstep: Class 13 contains 45646 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 158856 members 
Mstep: Class 16 contains 36011 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185382 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166413968.000000 Penalty: 76877.992188
Iteration 221Q: 23 clusters Score -1.66414e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22677 members 
Mstep: Class 3 contains 20982 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 169740 members 
Mstep: Class 8 contains 207247 members 
Mstep: Class 9 contains 165958 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188875 members 
Mstep: Class 12 contains 73825 members 
Mstep: Class 13 contains 45630 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 158854 members 
Mstep: Class 16 contains 35984 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185393 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414336.000000 Penalty: 76877.992188
Iteration 222Q: 23 clusters Score -1.664143e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22664 members 
Mstep: Class 3 contains 20963 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 169734 members 
Mstep: Class 8 contains 207239 members 
Mstep: Class 9 contains 166002 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188900 members 
Mstep: Class 12 contains 73815 members 
Mstep: Class 13 contains 45620 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 158837 members 
Mstep: Class 16 contains 35970 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185413 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8688 members 
Mstep: Class 21 contains 5060 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414288.000000 Penalty: 76877.992188
Iteration 223Q: 23 clusters Score -1.664143e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22653 members 
Mstep: Class 3 contains 20948 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 169730 members 
Mstep: Class 8 contains 207246 members 
Mstep: Class 9 contains 166044 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188898 members 
Mstep: Class 12 contains 73816 members 
Mstep: Class 13 contains 45610 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 158831 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185446 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 5076 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414320.000000 Penalty: 76877.992188
Iteration 224Q: 23 clusters Score -1.664143e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22643 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 169758 members 
Mstep: Class 8 contains 207231 members 
Mstep: Class 9 contains 166068 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188913 members 
Mstep: Class 12 contains 73817 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 158833 members 
Mstep: Class 16 contains 35922 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185466 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414160.000000 Penalty: 76877.992188
Iteration 225Q: 23 clusters Score -1.664142e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22637 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 169802 members 
Mstep: Class 8 contains 207214 members 
Mstep: Class 9 contains 166081 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188917 members 
Mstep: Class 12 contains 73806 members 
Mstep: Class 13 contains 45570 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 158827 members 
Mstep: Class 16 contains 35902 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185487 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414064.000000 Penalty: 76877.992188
Iteration 226Q: 23 clusters Score -1.664141e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22635 members 
Mstep: Class 3 contains 20912 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 169823 members 
Mstep: Class 8 contains 207184 members 
Mstep: Class 9 contains 166111 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188901 members 
Mstep: Class 12 contains 73800 members 
Mstep: Class 13 contains 45555 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 158842 members 
Mstep: Class 16 contains 35882 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185533 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414080.000000 Penalty: 76877.992188
Iteration 227Q: 23 clusters Score -1.664141e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22627 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 169856 members 
Mstep: Class 8 contains 207169 members 
Mstep: Class 9 contains 166159 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188890 members 
Mstep: Class 12 contains 73798 members 
Mstep: Class 13 contains 45527 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 158820 members 
Mstep: Class 16 contains 35850 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185585 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 5142 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414224.000000 Penalty: 76877.992188
Iteration 228Q: 23 clusters Score -1.664142e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22623 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 207149 members 
Mstep: Class 9 contains 166210 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188888 members 
Mstep: Class 12 contains 73798 members 
Mstep: Class 13 contains 45503 members 
Mstep: Class 14 contains 9022 members 
Mstep: Class 15 contains 158772 members 
Mstep: Class 16 contains 35818 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185625 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8623 members 
Mstep: Class 21 contains 5161 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414336.000000 Penalty: 76877.992188
Iteration 229Q: 23 clusters Score -1.664143e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22619 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 169947 members 
Mstep: Class 8 contains 207160 members 
Mstep: Class 9 contains 166234 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188880 members 
Mstep: Class 12 contains 73795 members 
Mstep: Class 13 contains 45488 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 158736 members 
Mstep: Class 16 contains 35787 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185635 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5170 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414384.000000 Penalty: 76877.992188
Iteration 230Q: 23 clusters Score -1.664144e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22618 members 
Mstep: Class 3 contains 20879 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 169982 members 
Mstep: Class 8 contains 207177 members 
Mstep: Class 9 contains 166237 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188883 members 
Mstep: Class 12 contains 73796 members 
Mstep: Class 13 contains 45476 members 
Mstep: Class 14 contains 9018 members 
Mstep: Class 15 contains 158717 members 
Mstep: Class 16 contains 35766 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185629 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 5182 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414496.000000 Penalty: 76877.992188
Iteration 231Q: 23 clusters Score -1.664145e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22613 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 170009 members 
Mstep: Class 8 contains 207195 members 
Mstep: Class 9 contains 166237 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188871 members 
Mstep: Class 12 contains 73802 members 
Mstep: Class 13 contains 45469 members 
Mstep: Class 14 contains 9009 members 
Mstep: Class 15 contains 158679 members 
Mstep: Class 16 contains 35752 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185649 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414592.000000 Penalty: 76877.992188
Iteration 232Q: 23 clusters Score -1.664146e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22608 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 170036 members 
Mstep: Class 8 contains 207198 members 
Mstep: Class 9 contains 166225 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188848 members 
Mstep: Class 12 contains 73810 members 
Mstep: Class 13 contains 45467 members 
Mstep: Class 14 contains 9004 members 
Mstep: Class 15 contains 158662 members 
Mstep: Class 16 contains 35740 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185676 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414640.000000 Penalty: 76877.992188
Iteration 233Q: 23 clusters Score -1.664146e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22603 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 170054 members 
Mstep: Class 8 contains 207205 members 
Mstep: Class 9 contains 166231 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188831 members 
Mstep: Class 12 contains 73816 members 
Mstep: Class 13 contains 45456 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 158638 members 
Mstep: Class 16 contains 35725 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185711 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 8630 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414592.000000 Penalty: 76877.992188
Iteration 234Q: 23 clusters Score -1.664146e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22596 members 
Mstep: Class 3 contains 20849 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 170083 members 
Mstep: Class 8 contains 207223 members 
Mstep: Class 9 contains 166222 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188816 members 
Mstep: Class 12 contains 73818 members 
Mstep: Class 13 contains 45442 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 158620 members 
Mstep: Class 16 contains 35711 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185747 members 
Mstep: Class 19 contains 7496 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414752.000000 Penalty: 76877.992188
Iteration 235Q: 23 clusters Score -1.664148e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22593 members 
Mstep: Class 3 contains 20842 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 170129 members 
Mstep: Class 8 contains 207232 members 
Mstep: Class 9 contains 166228 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188821 members 
Mstep: Class 12 contains 73812 members 
Mstep: Class 13 contains 45428 members 
Mstep: Class 14 contains 8993 members 
Mstep: Class 15 contains 158629 members 
Mstep: Class 16 contains 35694 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185717 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414720.000000 Penalty: 76877.992188
Iteration 236Q: 23 clusters Score -1.664147e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22585 members 
Mstep: Class 3 contains 20833 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 170155 members 
Mstep: Class 8 contains 207256 members 
Mstep: Class 9 contains 166238 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188810 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 45422 members 
Mstep: Class 14 contains 8988 members 
Mstep: Class 15 contains 158648 members 
Mstep: Class 16 contains 35675 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185699 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414640.000000 Penalty: 76877.992188
Iteration 237Q: 23 clusters Score -1.664146e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22580 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 170178 members 
Mstep: Class 8 contains 207259 members 
Mstep: Class 9 contains 166244 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188794 members 
Mstep: Class 12 contains 73805 members 
Mstep: Class 13 contains 45430 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 158630 members 
Mstep: Class 16 contains 35662 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185721 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5259 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414496.000000 Penalty: 76877.992188
Iteration 238Q: 23 clusters Score -1.664145e+08 nChanged 612
Entering ConstructFrom: 
Score: -166414496.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -115333.273438 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -115333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113418.820312 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -113418.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113732.953125 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -113733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113820.554688 Penalty: 3409.089111
	Iteration 2Q: 3 clusters Score -113820.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113888.773438 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -113888.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113963.398438 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -113963.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114015.156250 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -114015.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114060.593750 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -114060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114097.085938 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -114097.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114135.320312 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -114135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114169.335938 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -114169.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114213.593750 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -114213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114244.085938 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -114244.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -114292.101562 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -114292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -114348.187500 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -114348.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -114390.093750 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -114390.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114405.210938 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -114405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114407.273438 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -114407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114407.273438 Penalty: 3409.089111
	Iteration 17F: 3 clusters Score -114407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Entering Unmasked Estep 
Score: -2910207.250000 Penalty: 2486.067383
	Iteration 0F: 2 clusters Score -2910207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2894478.750000 Penalty: 4972.134766
	Iteration 0F: 3 clusters Score -2894479 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2900103.750000 Penalty: 4972.134766
	Iteration 1F: 3 clusters Score -2900104 nChanged 1380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2900860 nChanged 1379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2901713 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2902630.500000 Penalty: 4972.134766
	Iteration 4F: 3 clusters Score -2902630 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2903587 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2904507 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2905391 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2906130 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2906644.500000 Penalty: 4972.134766
	Iteration 9Q: 3 clusters Score -2906644 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2906946.500000 Penalty: 4972.134766
	Iteration 10Q: 3 clusters Score -2906946 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2907157.750000 Penalty: 4972.134766
	Iteration 11Q: 3 clusters Score -2907158 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2907268 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2907326.500000 Penalty: 4972.134766
	Iteration 13Q: 3 clusters Score -2907326 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2907388.000000 Penalty: 4972.134766
	Iteration 14Q: 3 clusters Score -2907388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2907428.000000 Penalty: 4972.134766
	Iteration 15Q: 3 clusters Score -2907428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2907480.500000 Penalty: 4972.134766
	Iteration 16Q: 3 clusters Score -2907480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2907499.500000 Penalty: 4972.134766
	Iteration 17Q: 3 clusters Score -2907500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2907527.500000 Penalty: 4972.134766
	Iteration 18Q: 3 clusters Score -2907528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2907552.250000 Penalty: 4972.134766
	Iteration 19Q: 3 clusters Score -2907552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2907569.750000 Penalty: 4972.134766
	Iteration 20F: 3 clusters Score -2907570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2907570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2907587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2907617.250000 Penalty: 4972.134766
	Iteration 23Q: 3 clusters Score -2907617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2907636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2907657.250000 Penalty: 4972.134766
	Iteration 25Q: 3 clusters Score -2907657 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2907673.750000 Penalty: 4972.134766
	Iteration 26Q: 3 clusters Score -2907674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2907701.500000 Penalty: 4972.134766
	Iteration 27Q: 3 clusters Score -2907702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2907746.500000 Penalty: 4972.134766
	Iteration 28Q: 3 clusters Score -2907746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2907762.250000 Penalty: 4972.134766
	Iteration 29Q: 3 clusters Score -2907762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2907797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2907829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2907859.000000 Penalty: 4972.134766
	Iteration 32Q: 3 clusters Score -2907859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2907872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2907905 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2907936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2907965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2908000 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2908031 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2908054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2908102.250000 Penalty: 4972.134766
	Iteration 40F: 3 clusters Score -2908102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2908144 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2908185.000000 Penalty: 4972.134766
	Iteration 42Q: 3 clusters Score -2908185 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2908225.250000 Penalty: 4972.134766
	Iteration 43Q: 3 clusters Score -2908225 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2908262 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2908288.250000 Penalty: 4972.134766
	Iteration 45Q: 3 clusters Score -2908288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2908319 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2908341.000000 Penalty: 4972.134766
	Iteration 47Q: 3 clusters Score -2908341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2908370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2908406.250000 Penalty: 4972.134766
	Iteration 49Q: 3 clusters Score -2908406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2908430.250000 Penalty: 4972.134766
	Iteration 50Q: 3 clusters Score -2908430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2908455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2908473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2908485.000000 Penalty: 4972.134766
	Iteration 53Q: 3 clusters Score -2908485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2908498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2908507.000000 Penalty: 4972.134766
	Iteration 55Q: 3 clusters Score -2908507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2908512.500000 Penalty: 4972.134766
	Iteration 56Q: 3 clusters Score -2908512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2908522.250000 Penalty: 4972.134766
	Iteration 57Q: 3 clusters Score -2908522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2908536.500000 Penalty: 4972.134766
	Iteration 58Q: 3 clusters Score -2908536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2908539.250000 Penalty: 4972.134766
	Iteration 59Q: 3 clusters Score -2908539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2908553.000000 Penalty: 4972.134766
	Iteration 60F: 3 clusters Score -2908553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2908554.500000 Penalty: 4972.134766
	Iteration 61Q: 3 clusters Score -2908554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2908554.000000 Penalty: 4972.134766
	Iteration 62Q: 3 clusters Score -2908554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2908560.750000 Penalty: 4972.134766
	Iteration 63Q: 3 clusters Score -2908561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2908564.250000 Penalty: 4972.134766
	Iteration 64Q: 3 clusters Score -2908564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2908565.500000 Penalty: 4972.134766
	Iteration 65Q: 3 clusters Score -2908566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2908564.000000 Penalty: 4972.134766
	Iteration 66Q: 3 clusters Score -2908564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2908575.500000 Penalty: 4972.134766
	Iteration 67Q: 3 clusters Score -2908576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2908573.250000 Penalty: 4972.134766
	Iteration 68Q: 3 clusters Score -2908573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2908585.500000 Penalty: 4972.134766
	Iteration 69Q: 3 clusters Score -2908586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2908590.250000 Penalty: 4972.134766
	Iteration 70Q: 3 clusters Score -2908590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2908594.750000 Penalty: 4972.134766
	Iteration 71Q: 3 clusters Score -2908595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2908607.000000 Penalty: 4972.134766
	Iteration 72Q: 3 clusters Score -2908607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2908606.250000 Penalty: 4972.134766
	Iteration 73Q: 3 clusters Score -2908606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2908614.500000 Penalty: 4972.134766
	Iteration 74Q: 3 clusters Score -2908614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2908618.000000 Penalty: 4972.134766
	Iteration 75Q: 3 clusters Score -2908618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2908620.750000 Penalty: 4972.134766
	Iteration 76Q: 3 clusters Score -2908621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2908628.000000 Penalty: 4972.134766
	Iteration 77Q: 3 clusters Score -2908628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2908626.750000 Penalty: 4972.134766
	Iteration 78Q: 3 clusters Score -2908627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2908632.000000 Penalty: 4972.134766
	Iteration 79Q: 3 clusters Score -2908632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2908636.500000 Penalty: 4972.134766
	Iteration 80F: 3 clusters Score -2908636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2908640.500000 Penalty: 4972.134766
	Iteration 81Q: 3 clusters Score -2908640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2908641.750000 Penalty: 4972.134766
	Iteration 82Q: 3 clusters Score -2908642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2908647.500000 Penalty: 4972.134766
	Iteration 83Q: 3 clusters Score -2908648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2908647.750000 Penalty: 4972.134766
	Iteration 84Q: 3 clusters Score -2908648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2908650.000000 Penalty: 4972.134766
	Iteration 85Q: 3 clusters Score -2908650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2908656.750000 Penalty: 4972.134766
	Iteration 86Q: 3 clusters Score -2908657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2908659.750000 Penalty: 4972.134766
	Iteration 87Q: 3 clusters Score -2908660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2908660.250000 Penalty: 4972.134766
	Iteration 88Q: 3 clusters Score -2908660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2908665.000000 Penalty: 4972.134766
	Iteration 89Q: 3 clusters Score -2908665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2908672.000000 Penalty: 4972.134766
	Iteration 90Q: 3 clusters Score -2908672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2908674.750000 Penalty: 4972.134766
	Iteration 91Q: 3 clusters Score -2908675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2908672.000000 Penalty: 4972.134766
	Iteration 92Q: 3 clusters Score -2908672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2908670.500000 Penalty: 4972.134766
	Iteration 93Q: 3 clusters Score -2908670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2908671.000000 Penalty: 4972.134766
	Iteration 94Q: 3 clusters Score -2908671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2908674.500000 Penalty: 4972.134766
	Iteration 95Q: 3 clusters Score -2908674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2908674.250000 Penalty: 4972.134766
	Iteration 96Q: 3 clusters Score -2908674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2908674.250000 Penalty: 4972.134766
	Iteration 97F: 3 clusters Score -2908674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Entering Unmasked Estep 
Score: -2711147.500000 Penalty: 2465.994385
	Iteration 0F: 2 clusters Score -2711148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2696598.000000 Penalty: 4931.988770
	Iteration 0F: 3 clusters Score -2696598 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2701369.750000 Penalty: 4931.988770
	Iteration 1F: 3 clusters Score -2701370 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2701796.000000 Penalty: 4931.988770
	Iteration 2F: 3 clusters Score -2701796 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2702210.500000 Penalty: 4931.988770
	Iteration 3Q: 3 clusters Score -2702210 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2702647.500000 Penalty: 4931.988770
	Iteration 4Q: 3 clusters Score -2702648 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2703194.750000 Penalty: 4931.988770
	Iteration 5Q: 3 clusters Score -2703195 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2703746.000000 Penalty: 4931.988770
	Iteration 6F: 3 clusters Score -2703746 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2704432.000000 Penalty: 4931.988770
	Iteration 7F: 3 clusters Score -2704432 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2705202.000000 Penalty: 4931.988770
	Iteration 8F: 3 clusters Score -2705202 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2706151.000000 Penalty: 4931.988770
	Iteration 9F: 3 clusters Score -2706151 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2707170.000000 Penalty: 4931.988770
	Iteration 10F: 3 clusters Score -2707170 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2708022.000000 Penalty: 4931.988770
	Iteration 11Q: 3 clusters Score -2708022 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2708418.250000 Penalty: 4931.988770
	Iteration 12Q: 3 clusters Score -2708418 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2708627.750000 Penalty: 4931.988770
	Iteration 13Q: 3 clusters Score -2708628 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2708730.250000 Penalty: 4931.988770
	Iteration 14Q: 3 clusters Score -2708730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2708810.750000 Penalty: 4931.988770
	Iteration 15Q: 3 clusters Score -2708811 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2708865.250000 Penalty: 4931.988770
	Iteration 16Q: 3 clusters Score -2708865 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2708913.500000 Penalty: 4931.988770
	Iteration 17Q: 3 clusters Score -2708914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2708947.500000 Penalty: 4931.988770
	Iteration 18Q: 3 clusters Score -2708948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2708972.000000 Penalty: 4931.988770
	Iteration 19Q: 3 clusters Score -2708972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2708998.750000 Penalty: 4931.988770
	Iteration 20F: 3 clusters Score -2708999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2709024.250000 Penalty: 4931.988770
	Iteration 21Q: 3 clusters Score -2709024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2709041.000000 Penalty: 4931.988770
	Iteration 22Q: 3 clusters Score -2709041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2709056.500000 Penalty: 4931.988770
	Iteration 23Q: 3 clusters Score -2709056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2709086.750000 Penalty: 4931.988770
	Iteration 24Q: 3 clusters Score -2709087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2709106.500000 Penalty: 4931.988770
	Iteration 25Q: 3 clusters Score -2709106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2709119.500000 Penalty: 4931.988770
	Iteration 26Q: 3 clusters Score -2709120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2709133.500000 Penalty: 4931.988770
	Iteration 27Q: 3 clusters Score -2709134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2709146.000000 Penalty: 4931.988770
	Iteration 28Q: 3 clusters Score -2709146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2709168.500000 Penalty: 4931.988770
	Iteration 29Q: 3 clusters Score -2709168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2709188.000000 Penalty: 4931.988770
	Iteration 30Q: 3 clusters Score -2709188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2709197.500000 Penalty: 4931.988770
	Iteration 31Q: 3 clusters Score -2709198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2709205.250000 Penalty: 4931.988770
	Iteration 32Q: 3 clusters Score -2709205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2709204.750000 Penalty: 4931.988770
	Iteration 33Q: 3 clusters Score -2709205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2709214.500000 Penalty: 4931.988770
	Iteration 34Q: 3 clusters Score -2709214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2709219.500000 Penalty: 4931.988770
	Iteration 35Q: 3 clusters Score -2709220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2709221.500000 Penalty: 4931.988770
	Iteration 36Q: 3 clusters Score -2709222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2709233.250000 Penalty: 4931.988770
	Iteration 37Q: 3 clusters Score -2709233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2709240.250000 Penalty: 4931.988770
	Iteration 38Q: 3 clusters Score -2709240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2709253.750000 Penalty: 4931.988770
	Iteration 39Q: 3 clusters Score -2709254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2709259.750000 Penalty: 4931.988770
	Iteration 40F: 3 clusters Score -2709260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2709263.750000 Penalty: 4931.988770
	Iteration 41Q: 3 clusters Score -2709264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2709268.750000 Penalty: 4931.988770
	Iteration 42Q: 3 clusters Score -2709269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2709276.000000 Penalty: 4931.988770
	Iteration 43Q: 3 clusters Score -2709276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2709282.750000 Penalty: 4931.988770
	Iteration 44Q: 3 clusters Score -2709283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2709294.500000 Penalty: 4931.988770
	Iteration 45Q: 3 clusters Score -2709294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2709292.500000 Penalty: 4931.988770
	Iteration 46Q: 3 clusters Score -2709292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2709296.250000 Penalty: 4931.988770
	Iteration 47Q: 3 clusters Score -2709296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2709303.750000 Penalty: 4931.988770
	Iteration 48Q: 3 clusters Score -2709304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2709298.000000 Penalty: 4931.988770
	Iteration 49Q: 3 clusters Score -2709298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2709298.000000 Penalty: 4931.988770
	Iteration 50Q: 3 clusters Score -2709298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2709298.750000 Penalty: 4931.988770
	Iteration 51Q: 3 clusters Score -2709299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2709304.000000 Penalty: 4931.988770
	Iteration 52Q: 3 clusters Score -2709304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2709307.750000 Penalty: 4931.988770
	Iteration 53Q: 3 clusters Score -2709308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2709307.500000 Penalty: 4931.988770
	Iteration 54Q: 3 clusters Score -2709308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2709308.750000 Penalty: 4931.988770
	Iteration 55Q: 3 clusters Score -2709309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2709308.250000 Penalty: 4931.988770
	Iteration 56Q: 3 clusters Score -2709308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2709308.250000 Penalty: 4931.988770
	Iteration 57Q: 3 clusters Score -2709308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2709308.250000 Penalty: 4931.988770
	Iteration 58F: 3 clusters Score -2709308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -542597.812500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -542597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -538498.812500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -538498.8 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -539408.062500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -539408.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -539594.187500 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -539594.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -539731.437500 Penalty: 4151.562012
	Iteration 3Q: 3 clusters Score -539731.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -539825.562500 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -539825.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -539894.625000 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -539894.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -539953.000000 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -539953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -539995.500000 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -539995.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -540042.375000 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -540042.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -540079.312500 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -540079.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -540107.125000 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -540107.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -540136.625000 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -540136.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -540165.875000 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -540165.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -540195.312500 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -540195.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -540225.250000 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -540225.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -540246.125000 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -540246.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -540263.812500 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -540263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -540279.062500 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -540279.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -540291.812500 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -540291.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -540309.000000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -540309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -540318.750000 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -540318.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -540330.187500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -540330.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -540341.062500 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -540341.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -540348.500000 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -540348.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -540354.000000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -540354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -540361.562500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -540361.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -540366.687500 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -540366.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -540374.312500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -540374.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -540384.875000 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -540384.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -540393.750000 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -540393.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -540405.375000 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -540405.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -540415.750000 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -540415.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -540427.375000 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -540427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -540440.937500 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -540440.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -540457.312500 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -540457.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -540470.687500 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -540470.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -540487.125000 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -540487.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -540501.750000 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -540501.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -540518.437500 Penalty: 4151.562012
	Iteration 38Q: 3 clusters Score -540518.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -540538.750000 Penalty: 4151.562012
	Iteration 39Q: 3 clusters Score -540538.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -540553.625000 Penalty: 4151.562012
	Iteration 40F: 3 clusters Score -540553.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -540565.312500 Penalty: 4151.562012
	Iteration 41Q: 3 clusters Score -540565.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -540577.500000 Penalty: 4151.562012
	Iteration 42Q: 3 clusters Score -540577.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -540592.437500 Penalty: 4151.562012
	Iteration 43Q: 3 clusters Score -540592.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -540607.375000 Penalty: 4151.562012
	Iteration 44Q: 3 clusters Score -540607.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -540625.875000 Penalty: 4151.562012
	Iteration 45Q: 3 clusters Score -540625.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -540643.500000 Penalty: 4151.562012
	Iteration 46Q: 3 clusters Score -540643.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -540657.750000 Penalty: 4151.562012
	Iteration 47Q: 3 clusters Score -540657.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -540668.687500 Penalty: 4151.562012
	Iteration 48Q: 3 clusters Score -540668.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -540677.875000 Penalty: 4151.562012
	Iteration 49Q: 3 clusters Score -540677.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -540690.000000 Penalty: 4151.562012
	Iteration 50Q: 3 clusters Score -540690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -540704.875000 Penalty: 4151.562012
	Iteration 51Q: 3 clusters Score -540704.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540720.250000 Penalty: 4151.562012
	Iteration 52Q: 3 clusters Score -540720.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -540733.625000 Penalty: 4151.562012
	Iteration 53Q: 3 clusters Score -540733.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -540745.187500 Penalty: 4151.562012
	Iteration 54Q: 3 clusters Score -540745.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -540753.500000 Penalty: 4151.562012
	Iteration 55Q: 3 clusters Score -540753.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -540760.937500 Penalty: 4151.562012
	Iteration 56Q: 3 clusters Score -540760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -540768.875000 Penalty: 4151.562012
	Iteration 57Q: 3 clusters Score -540768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -540773.062500 Penalty: 4151.562012
	Iteration 58Q: 3 clusters Score -540773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -540780.062500 Penalty: 4151.562012
	Iteration 59Q: 3 clusters Score -540780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -540782.687500 Penalty: 4151.562012
	Iteration 60F: 3 clusters Score -540782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -540788.000000 Penalty: 4151.562012
	Iteration 61Q: 3 clusters Score -540788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -540793.000000 Penalty: 4151.562012
	Iteration 62Q: 3 clusters Score -540793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -540796.062500 Penalty: 4151.562012
	Iteration 63Q: 3 clusters Score -540796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -540800.812500 Penalty: 4151.562012
	Iteration 64Q: 3 clusters Score -540800.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -540805.625000 Penalty: 4151.562012
	Iteration 65Q: 3 clusters Score -540805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -540810.937500 Penalty: 4151.562012
	Iteration 66Q: 3 clusters Score -540810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -540818.187500 Penalty: 4151.562012
	Iteration 67Q: 3 clusters Score -540818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -540823.187500 Penalty: 4151.562012
	Iteration 68Q: 3 clusters Score -540823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -540830.437500 Penalty: 4151.562012
	Iteration 69Q: 3 clusters Score -540830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -540841.562500 Penalty: 4151.562012
	Iteration 70Q: 3 clusters Score -540841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -540853.750000 Penalty: 4151.562012
	Iteration 71Q: 3 clusters Score -540853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -540862.312500 Penalty: 4151.562012
	Iteration 72Q: 3 clusters Score -540862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -540868.875000 Penalty: 4151.562012
	Iteration 73Q: 3 clusters Score -540868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -540874.875000 Penalty: 4151.562012
	Iteration 74Q: 3 clusters Score -540874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -540879.875000 Penalty: 4151.562012
	Iteration 75Q: 3 clusters Score -540879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -540884.187500 Penalty: 4151.562012
	Iteration 76Q: 3 clusters Score -540884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -540890.000000 Penalty: 4151.562012
	Iteration 77Q: 3 clusters Score -540890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -540893.250000 Penalty: 4151.562012
	Iteration 78Q: 3 clusters Score -540893.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -540903.812500 Penalty: 4151.562012
	Iteration 79Q: 3 clusters Score -540903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -540911.500000 Penalty: 4151.562012
	Iteration 80F: 3 clusters Score -540911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -540918.812500 Penalty: 4151.562012
	Iteration 81Q: 3 clusters Score -540918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -540923.562500 Penalty: 4151.562012
	Iteration 82Q: 3 clusters Score -540923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -540927.687500 Penalty: 4151.562012
	Iteration 83Q: 3 clusters Score -540927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -540927.312500 Penalty: 4151.562012
	Iteration 84Q: 3 clusters Score -540927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -540928.562500 Penalty: 4151.562012
	Iteration 85Q: 3 clusters Score -540928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -540930.312500 Penalty: 4151.562012
	Iteration 86Q: 3 clusters Score -540930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -540931.250000 Penalty: 4151.562012
	Iteration 87Q: 3 clusters Score -540931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -540931.250000 Penalty: 4151.562012
	Iteration 88F: 3 clusters Score -540931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51125.609375 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51125.61 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51535.214844 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51535.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51891.957031 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51891.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52169.335938 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -52169.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52438.519531 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52438.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52505.800781 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52536.394531 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52536.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52547.078125 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52547.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52547.078125 Penalty: 3104.752441
	Iteration 8F: 3 clusters Score -52547.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -346579.093750 Penalty: 1978.195679
	Iteration 0F: 2 clusters Score -346579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -343553.593750 Penalty: 3956.391357
	Iteration 0F: 3 clusters Score -343553.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344500.406250 Penalty: 3956.391357
	Iteration 1F: 3 clusters Score -344500.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344882.281250 Penalty: 3956.391357
	Iteration 2F: 3 clusters Score -344882.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -345175.125000 Penalty: 3956.391357
	Iteration 3F: 3 clusters Score -345175.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345419.281250 Penalty: 3956.391357
	Iteration 4F: 3 clusters Score -345419.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -345620.500000 Penalty: 3956.391357
	Iteration 5F: 3 clusters Score -345620.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -345768.593750 Penalty: 3956.391357
	Iteration 6Q: 3 clusters Score -345768.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -345870.000000 Penalty: 3956.391357
	Iteration 7Q: 3 clusters Score -345870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -345969.781250 Penalty: 3956.391357
	Iteration 8Q: 3 clusters Score -345969.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -346055.218750 Penalty: 3956.391357
	Iteration 9Q: 3 clusters Score -346055.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -346118.843750 Penalty: 3956.391357
	Iteration 10Q: 3 clusters Score -346118.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -346189.406250 Penalty: 3956.391357
	Iteration 11Q: 3 clusters Score -346189.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -346238.437500 Penalty: 3956.391357
	Iteration 12Q: 3 clusters Score -346238.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -346269.656250 Penalty: 3956.391357
	Iteration 13Q: 3 clusters Score -346269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -346286.031250 Penalty: 3956.391357
	Iteration 14Q: 3 clusters Score -346286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -346295.406250 Penalty: 3956.391357
	Iteration 15Q: 3 clusters Score -346295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -346310.750000 Penalty: 3956.391357
	Iteration 16Q: 3 clusters Score -346310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -346322.062500 Penalty: 3956.391357
	Iteration 17Q: 3 clusters Score -346322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -346327.593750 Penalty: 3956.391357
	Iteration 18Q: 3 clusters Score -346327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -346329.625000 Penalty: 3956.391357
	Iteration 19Q: 3 clusters Score -346329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -346330.281250 Penalty: 3956.391357
	Iteration 20F: 3 clusters Score -346330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -346331.062500 Penalty: 3956.391357
	Iteration 21Q: 3 clusters Score -346331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -346332.687500 Penalty: 3956.391357
	Iteration 22Q: 3 clusters Score -346332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -346332.687500 Penalty: 3956.391357
	Iteration 23F: 3 clusters Score -346332.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Entering Unmasked Estep 
Score: -21842024.000000 Penalty: 2987.082764
	Iteration 0F: 2 clusters Score -2.184202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -21728862.000000 Penalty: 5974.165527
	Iteration 0F: 3 clusters Score -2.172886e+07 nChanged 81628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -21776676.000000 Penalty: 5974.165527
	Iteration 1F: 3 clusters Score -2.177668e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -21778184.000000 Penalty: 5974.165527
	Iteration 2Q: 3 clusters Score -2.177818e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -21781066.000000 Penalty: 5974.165527
	Iteration 3Q: 3 clusters Score -2.178107e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -21786658.000000 Penalty: 5974.165527
	Iteration 4F: 3 clusters Score -2.178666e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -21796706.000000 Penalty: 5974.165527
	Iteration 5F: 3 clusters Score -2.179671e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 133555 members 
Entering Unmasked Estep 
Score: -21811462.000000 Penalty: 5974.165527
	Iteration 6F: 3 clusters Score -2.181146e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -21826138.000000 Penalty: 5974.165527
	Iteration 7F: 3 clusters Score -2.182614e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -21836064.000000 Penalty: 5974.165527
	Iteration 8Q: 3 clusters Score -2.183606e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -21840086.000000 Penalty: 5974.165527
	Iteration 9Q: 3 clusters Score -2.184009e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 156538 members 
Entering Unmasked Estep 
Score: -21841226.000000 Penalty: 5974.165527
	Iteration 10Q: 3 clusters Score -2.184123e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -21841750.000000 Penalty: 5974.165527
	Iteration 11Q: 3 clusters Score -2.184175e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -21842004.000000 Penalty: 5974.165527
	Iteration 12Q: 3 clusters Score -2.1842e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -21842188.000000 Penalty: 5974.165527
	Iteration 13Q: 3 clusters Score -2.184219e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -21842306.000000 Penalty: 5974.165527
	Iteration 14Q: 3 clusters Score -2.184231e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -21842424.000000 Penalty: 5974.165527
	Iteration 15Q: 3 clusters Score -2.184242e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -21842452.000000 Penalty: 5974.165527
	Iteration 16Q: 3 clusters Score -2.184245e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -21842552.000000 Penalty: 5974.165527
	Iteration 17Q: 3 clusters Score -2.184255e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 160998 members 
Entering Unmasked Estep 
Score: -21842566.000000 Penalty: 5974.165527
	Iteration 18Q: 3 clusters Score -2.184257e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -21842536.000000 Penalty: 5974.165527
	Iteration 19Q: 3 clusters Score -2.184254e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -21842554.000000 Penalty: 5974.165527
	Iteration 20F: 3 clusters Score -2.184255e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -21842546.000000 Penalty: 5974.165527
	Iteration 21Q: 3 clusters Score -2.184255e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -21842572.000000 Penalty: 5974.165527
	Iteration 22Q: 3 clusters Score -2.184257e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 162295 members 
Entering Unmasked Estep 
Score: -21842584.000000 Penalty: 5974.165527
	Iteration 23Q: 3 clusters Score -2.184258e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -21842620.000000 Penalty: 5974.165527
	Iteration 24Q: 3 clusters Score -2.184262e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -21842544.000000 Penalty: 5974.165527
	Iteration 25Q: 3 clusters Score -2.184254e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -21842522.000000 Penalty: 5974.165527
	Iteration 26Q: 3 clusters Score -2.184252e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 163113 members 
Entering Unmasked Estep 
Score: -21842422.000000 Penalty: 5974.165527
	Iteration 27Q: 3 clusters Score -2.184242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -21842354.000000 Penalty: 5974.165527
	Iteration 28Q: 3 clusters Score -2.184235e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -21842378.000000 Penalty: 5974.165527
	Iteration 29Q: 3 clusters Score -2.184238e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 163611 members 
Entering Unmasked Estep 
Score: -21842368.000000 Penalty: 5974.165527
	Iteration 30Q: 3 clusters Score -2.184237e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -21842378.000000 Penalty: 5974.165527
	Iteration 31Q: 3 clusters Score -2.184238e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -21842392.000000 Penalty: 5974.165527
	Iteration 32Q: 3 clusters Score -2.184239e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -21842366.000000 Penalty: 5974.165527
	Iteration 33Q: 3 clusters Score -2.184237e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -21842340.000000 Penalty: 5974.165527
	Iteration 34Q: 3 clusters Score -2.184234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -21842300.000000 Penalty: 5974.165527
	Iteration 35Q: 3 clusters Score -2.18423e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -21842306.000000 Penalty: 5974.165527
	Iteration 36Q: 3 clusters Score -2.184231e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 164447 members 
Entering Unmasked Estep 
Score: -21842310.000000 Penalty: 5974.165527
	Iteration 37Q: 3 clusters Score -2.184231e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -21842296.000000 Penalty: 5974.165527
	Iteration 38Q: 3 clusters Score -2.18423e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -21842270.000000 Penalty: 5974.165527
	Iteration 39Q: 3 clusters Score -2.184227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 164621 members 
Entering Unmasked Estep 
Score: -21842262.000000 Penalty: 5974.165527
	Iteration 40F: 3 clusters Score -2.184226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -21842260.000000 Penalty: 5974.165527
	Iteration 41Q: 3 clusters Score -2.184226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 164729 members 
Entering Unmasked Estep 
Score: -21842264.000000 Penalty: 5974.165527
	Iteration 42Q: 3 clusters Score -2.184226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -21842248.000000 Penalty: 5974.165527
	Iteration 43Q: 3 clusters Score -2.184225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -21842252.000000 Penalty: 5974.165527
	Iteration 44Q: 3 clusters Score -2.184225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -21842272.000000 Penalty: 5974.165527
	Iteration 45Q: 3 clusters Score -2.184227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -21842242.000000 Penalty: 5974.165527
	Iteration 46Q: 3 clusters Score -2.184224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -21842264.000000 Penalty: 5974.165527
	Iteration 47Q: 3 clusters Score -2.184226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -21842254.000000 Penalty: 5974.165527
	Iteration 48Q: 3 clusters Score -2.184225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -21842250.000000 Penalty: 5974.165527
	Iteration 49Q: 3 clusters Score -2.184225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -21842204.000000 Penalty: 5974.165527
	Iteration 50Q: 3 clusters Score -2.18422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -21842232.000000 Penalty: 5974.165527
	Iteration 51Q: 3 clusters Score -2.184223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -21842220.000000 Penalty: 5974.165527
	Iteration 52Q: 3 clusters Score -2.184222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -21842222.000000 Penalty: 5974.165527
	Iteration 53Q: 3 clusters Score -2.184222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -21842206.000000 Penalty: 5974.165527
	Iteration 54Q: 3 clusters Score -2.184221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -21842200.000000 Penalty: 5974.165527
	Iteration 55Q: 3 clusters Score -2.18422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -21842204.000000 Penalty: 5974.165527
	Iteration 56Q: 3 clusters Score -2.18422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 165148 members 
Entering Unmasked Estep 
Score: -21842200.000000 Penalty: 5974.165527
	Iteration 57Q: 3 clusters Score -2.18422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 165159 members 
Entering Unmasked Estep 
Score: -21842204.000000 Penalty: 5974.165527
	Iteration 58Q: 3 clusters Score -2.18422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -21842210.000000 Penalty: 5974.165527
	Iteration 59Q: 3 clusters Score -2.184221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -21842210.000000 Penalty: 5974.165527
	Iteration 60F: 3 clusters Score -2.184221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -21842224.000000 Penalty: 5974.165527
	Iteration 61Q: 3 clusters Score -2.184222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -21842222.000000 Penalty: 5974.165527
	Iteration 62Q: 3 clusters Score -2.184222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 165226 members 
Entering Unmasked Estep 
Score: -21842216.000000 Penalty: 5974.165527
	Iteration 63Q: 3 clusters Score -2.184222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -21842206.000000 Penalty: 5974.165527
	Iteration 64Q: 3 clusters Score -2.184221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -21842204.000000 Penalty: 5974.165527
	Iteration 65Q: 3 clusters Score -2.18422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -21842196.000000 Penalty: 5974.165527
	Iteration 66Q: 3 clusters Score -2.18422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 165249 members 
Entering Unmasked Estep 
Score: -21842188.000000 Penalty: 5974.165527
	Iteration 67Q: 3 clusters Score -2.184219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -21842190.000000 Penalty: 5974.165527
	Iteration 68Q: 3 clusters Score -2.184219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -21842196.000000 Penalty: 5974.165527
	Iteration 69Q: 3 clusters Score -2.18422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -21842200.000000 Penalty: 5974.165527
	Iteration 70Q: 3 clusters Score -2.18422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -21842198.000000 Penalty: 5974.165527
	Iteration 71Q: 3 clusters Score -2.18422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -21842206.000000 Penalty: 5974.165527
	Iteration 72Q: 3 clusters Score -2.184221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -21842188.000000 Penalty: 5974.165527
	Iteration 73Q: 3 clusters Score -2.184219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -21842192.000000 Penalty: 5974.165527
	Iteration 74Q: 3 clusters Score -2.184219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -21842192.000000 Penalty: 5974.165527
	Iteration 75F: 3 clusters Score -2.184219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22572 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 207267 members 
Mstep: Class 9 contains 166246 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188776 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 158628 members 
Mstep: Class 16 contains 35650 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185741 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 165262 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166413536.000000 Penalty: 80372.445312
Splitting cluster 7 changes total score from -166414496.000000 to -166413536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (207267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207267 members 
Entering Unmasked Estep 
Score: -26887770.000000 Penalty: 3035.957275
	Iteration 0F: 2 clusters Score -2.688777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -26782232.000000 Penalty: 6071.914551
	Iteration 0F: 3 clusters Score -2.678223e+07 nChanged 99898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -26841352.000000 Penalty: 6071.914551
	Iteration 1F: 3 clusters Score -2.684135e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -26843496.000000 Penalty: 6071.914551
	Iteration 2Q: 3 clusters Score -2.68435e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 120346 members 
Entering Unmasked Estep 
Score: -26846676.000000 Penalty: 6071.914551
	Iteration 3Q: 3 clusters Score -2.684668e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -26852148.000000 Penalty: 6071.914551
	Iteration 4F: 3 clusters Score -2.685215e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 140536 members 
Entering Unmasked Estep 
Score: -26860380.000000 Penalty: 6071.914551
	Iteration 5F: 3 clusters Score -2.686038e+07 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -26871984.000000 Penalty: 6071.914551
	Iteration 6F: 3 clusters Score -2.687198e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -26883898.000000 Penalty: 6071.914551
	Iteration 7F: 3 clusters Score -2.68839e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -26890472.000000 Penalty: 6071.914551
	Iteration 8F: 3 clusters Score -2.689047e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 189317 members 
Entering Unmasked Estep 
Score: -26890782.000000 Penalty: 6071.914551
	Iteration 9Q: 3 clusters Score -2.689078e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 196269 members 
Entering Unmasked Estep 
Score: -26889342.000000 Penalty: 6071.914551
	Iteration 10Q: 3 clusters Score -2.688934e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 200477 members 
Entering Unmasked Estep 
Score: -26888406.000000 Penalty: 6071.914551
	Iteration 11Q: 3 clusters Score -2.688841e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 202911 members 
Entering Unmasked Estep 
Score: -26887716.000000 Penalty: 6071.914551
	Iteration 12Q: 3 clusters Score -2.688772e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -26887166.000000 Penalty: 6071.914551
	Iteration 13Q: 3 clusters Score -2.688717e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 205153 members 
Entering Unmasked Estep 
Score: -26886640.000000 Penalty: 6071.914551
	Iteration 14Q: 3 clusters Score -2.688664e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 205684 members 
Entering Unmasked Estep 
Score: -26886282.000000 Penalty: 6071.914551
	Iteration 15Q: 3 clusters Score -2.688628e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 206012 members 
Entering Unmasked Estep 
Score: -26885998.000000 Penalty: 6071.914551
	Iteration 16Q: 3 clusters Score -2.6886e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 206217 members 
Entering Unmasked Estep 
Score: -26885920.000000 Penalty: 6071.914551
	Iteration 17Q: 3 clusters Score -2.688592e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 206352 members 
Entering Unmasked Estep 
Score: -26885902.000000 Penalty: 6071.914551
	Iteration 18Q: 3 clusters Score -2.68859e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 206444 members 
Entering Unmasked Estep 
Score: -26885792.000000 Penalty: 6071.914551
	Iteration 19Q: 3 clusters Score -2.688579e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 206494 members 
Entering Unmasked Estep 
Score: -26885780.000000 Penalty: 6071.914551
	Iteration 20F: 3 clusters Score -2.688578e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 206550 members 
Entering Unmasked Estep 
Score: -26885766.000000 Penalty: 6071.914551
	Iteration 21Q: 3 clusters Score -2.688577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 206593 members 
Entering Unmasked Estep 
Score: -26885778.000000 Penalty: 6071.914551
	Iteration 22Q: 3 clusters Score -2.688578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 206628 members 
Entering Unmasked Estep 
Score: -26885744.000000 Penalty: 6071.914551
	Iteration 23Q: 3 clusters Score -2.688574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 206648 members 
Entering Unmasked Estep 
Score: -26885732.000000 Penalty: 6071.914551
	Iteration 24Q: 3 clusters Score -2.688573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 206663 members 
Entering Unmasked Estep 
Score: -26885742.000000 Penalty: 6071.914551
	Iteration 25Q: 3 clusters Score -2.688574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 206670 members 
Entering Unmasked Estep 
Score: -26885746.000000 Penalty: 6071.914551
	Iteration 26Q: 3 clusters Score -2.688575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 206678 members 
Entering Unmasked Estep 
Score: -26885744.000000 Penalty: 6071.914551
	Iteration 27Q: 3 clusters Score -2.688574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 206684 members 
Entering Unmasked Estep 
Score: -26885742.000000 Penalty: 6071.914551
	Iteration 28Q: 3 clusters Score -2.688574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 206691 members 
Entering Unmasked Estep 
Score: -26885756.000000 Penalty: 6071.914551
	Iteration 29Q: 3 clusters Score -2.688576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -26885752.000000 Penalty: 6071.914551
	Iteration 30Q: 3 clusters Score -2.688575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 206698 members 
Entering Unmasked Estep 
Score: -26885748.000000 Penalty: 6071.914551
	Iteration 31Q: 3 clusters Score -2.688575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 206702 members 
Entering Unmasked Estep 
Score: -26885768.000000 Penalty: 6071.914551
	Iteration 32Q: 3 clusters Score -2.688577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -26885772.000000 Penalty: 6071.914551
	Iteration 33Q: 3 clusters Score -2.688577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 206712 members 
Entering Unmasked Estep 
Score: -26885768.000000 Penalty: 6071.914551
	Iteration 34Q: 3 clusters Score -2.688577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 206714 members 
Entering Unmasked Estep 
Score: -26885772.000000 Penalty: 6071.914551
	Iteration 35Q: 3 clusters Score -2.688577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 206715 members 
Entering Unmasked Estep 
Score: -26885766.000000 Penalty: 6071.914551
	Iteration 36Q: 3 clusters Score -2.688577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 206717 members 
Entering Unmasked Estep 
Score: -26885768.000000 Penalty: 6071.914551
	Iteration 37Q: 3 clusters Score -2.688577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 206720 members 
Entering Unmasked Estep 
Score: -26885756.000000 Penalty: 6071.914551
	Iteration 38Q: 3 clusters Score -2.688576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 206720 members 
Entering Unmasked Estep 
Score: -26885756.000000 Penalty: 6071.914551
	Iteration 39F: 3 clusters Score -2.688576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Entering Unmasked Estep 
Score: -21546450.000000 Penalty: 2981.263672
	Iteration 0F: 2 clusters Score -2.154645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -21435756.000000 Penalty: 5962.527344
	Iteration 0F: 3 clusters Score -2.143576e+07 nChanged 79705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -21482802.000000 Penalty: 5962.527344
	Iteration 1F: 3 clusters Score -2.14828e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -21484284.000000 Penalty: 5962.527344
	Iteration 2Q: 3 clusters Score -2.148428e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -21486948.000000 Penalty: 5962.527344
	Iteration 3Q: 3 clusters Score -2.148695e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 101580 members 
Entering Unmasked Estep 
Score: -21491450.000000 Penalty: 5962.527344
	Iteration 4F: 3 clusters Score -2.149145e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -21499374.000000 Penalty: 5962.527344
	Iteration 5F: 3 clusters Score -2.149937e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 122093 members 
Entering Unmasked Estep 
Score: -21510756.000000 Penalty: 5962.527344
	Iteration 6F: 3 clusters Score -2.151076e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -21522942.000000 Penalty: 5962.527344
	Iteration 7F: 3 clusters Score -2.152294e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 141552 members 
Entering Unmasked Estep 
Score: -21532390.000000 Penalty: 5962.527344
	Iteration 8F: 3 clusters Score -2.153239e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -21537880.000000 Penalty: 5962.527344
	Iteration 9Q: 3 clusters Score -2.153788e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 148858 members 
Entering Unmasked Estep 
Score: -21540708.000000 Penalty: 5962.527344
	Iteration 10Q: 3 clusters Score -2.154071e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -21541932.000000 Penalty: 5962.527344
	Iteration 11Q: 3 clusters Score -2.154193e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -21542734.000000 Penalty: 5962.527344
	Iteration 12Q: 3 clusters Score -2.154273e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -21543226.000000 Penalty: 5962.527344
	Iteration 13Q: 3 clusters Score -2.154323e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -21543528.000000 Penalty: 5962.527344
	Iteration 14Q: 3 clusters Score -2.154353e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -21543898.000000 Penalty: 5962.527344
	Iteration 15Q: 3 clusters Score -2.15439e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -21543980.000000 Penalty: 5962.527344
	Iteration 16Q: 3 clusters Score -2.154398e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -21544124.000000 Penalty: 5962.527344
	Iteration 17Q: 3 clusters Score -2.154412e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -21544290.000000 Penalty: 5962.527344
	Iteration 18Q: 3 clusters Score -2.154429e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -21544480.000000 Penalty: 5962.527344
	Iteration 19Q: 3 clusters Score -2.154448e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -21544670.000000 Penalty: 5962.527344
	Iteration 20F: 3 clusters Score -2.154467e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -21544732.000000 Penalty: 5962.527344
	Iteration 21Q: 3 clusters Score -2.154473e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21544782.000000 Penalty: 5962.527344
	Iteration 22Q: 3 clusters Score -2.154478e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -21544852.000000 Penalty: 5962.527344
	Iteration 23Q: 3 clusters Score -2.154485e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -21544942.000000 Penalty: 5962.527344
	Iteration 24Q: 3 clusters Score -2.154494e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -21545016.000000 Penalty: 5962.527344
	Iteration 25Q: 3 clusters Score -2.154502e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21545054.000000 Penalty: 5962.527344
	Iteration 26Q: 3 clusters Score -2.154505e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -21545114.000000 Penalty: 5962.527344
	Iteration 27Q: 3 clusters Score -2.154511e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -21545136.000000 Penalty: 5962.527344
	Iteration 28Q: 3 clusters Score -2.154514e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -21545162.000000 Penalty: 5962.527344
	Iteration 29Q: 3 clusters Score -2.154516e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 162159 members 
Entering Unmasked Estep 
Score: -21545190.000000 Penalty: 5962.527344
	Iteration 30Q: 3 clusters Score -2.154519e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5962.527344
	Iteration 31Q: 3 clusters Score -2.154526e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -21545250.000000 Penalty: 5962.527344
	Iteration 32Q: 3 clusters Score -2.154525e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -21545262.000000 Penalty: 5962.527344
	Iteration 33Q: 3 clusters Score -2.154526e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5962.527344
	Iteration 34Q: 3 clusters Score -2.154526e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -21545232.000000 Penalty: 5962.527344
	Iteration 35Q: 3 clusters Score -2.154523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 162700 members 
Entering Unmasked Estep 
Score: -21545240.000000 Penalty: 5962.527344
	Iteration 36Q: 3 clusters Score -2.154524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -21545288.000000 Penalty: 5962.527344
	Iteration 37Q: 3 clusters Score -2.154529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 38Q: 3 clusters Score -2.154525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -21545230.000000 Penalty: 5962.527344
	Iteration 39Q: 3 clusters Score -2.154523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -21545222.000000 Penalty: 5962.527344
	Iteration 40F: 3 clusters Score -2.154522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -21545258.000000 Penalty: 5962.527344
	Iteration 41Q: 3 clusters Score -2.154526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -21545240.000000 Penalty: 5962.527344
	Iteration 42Q: 3 clusters Score -2.154524e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -21545234.000000 Penalty: 5962.527344
	Iteration 43Q: 3 clusters Score -2.154523e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -21545236.000000 Penalty: 5962.527344
	Iteration 44Q: 3 clusters Score -2.154524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -21545240.000000 Penalty: 5962.527344
	Iteration 45Q: 3 clusters Score -2.154524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -21545248.000000 Penalty: 5962.527344
	Iteration 46Q: 3 clusters Score -2.154525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 47Q: 3 clusters Score -2.154525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 48Q: 3 clusters Score -2.154525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -21545270.000000 Penalty: 5962.527344
	Iteration 49Q: 3 clusters Score -2.154527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -21545276.000000 Penalty: 5962.527344
	Iteration 50Q: 3 clusters Score -2.154528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -21545264.000000 Penalty: 5962.527344
	Iteration 51Q: 3 clusters Score -2.154526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -21545260.000000 Penalty: 5962.527344
	Iteration 52Q: 3 clusters Score -2.154526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 163323 members 
Entering Unmasked Estep 
Score: -21545258.000000 Penalty: 5962.527344
	Iteration 53Q: 3 clusters Score -2.154526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -21545262.000000 Penalty: 5962.527344
	Iteration 54Q: 3 clusters Score -2.154526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21545268.000000 Penalty: 5962.527344
	Iteration 55Q: 3 clusters Score -2.154527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -21545256.000000 Penalty: 5962.527344
	Iteration 56Q: 3 clusters Score -2.154526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -21545246.000000 Penalty: 5962.527344
	Iteration 57Q: 3 clusters Score -2.154525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 58Q: 3 clusters Score -2.154525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 59Q: 3 clusters Score -2.154525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 60F: 3 clusters Score -2.154525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -21545252.000000 Penalty: 5962.527344
	Iteration 61Q: 3 clusters Score -2.154525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -21545252.000000 Penalty: 5962.527344
	Iteration 62Q: 3 clusters Score -2.154525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -21545250.000000 Penalty: 5962.527344
	Iteration 63Q: 3 clusters Score -2.154525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 163391 members 
Entering Unmasked Estep 
Score: -21545266.000000 Penalty: 5962.527344
	Iteration 64Q: 3 clusters Score -2.154527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -21545264.000000 Penalty: 5962.527344
	Iteration 65Q: 3 clusters Score -2.154526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -21545256.000000 Penalty: 5962.527344
	Iteration 66Q: 3 clusters Score -2.154526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -21545258.000000 Penalty: 5962.527344
	Iteration 67Q: 3 clusters Score -2.154526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -21545262.000000 Penalty: 5962.527344
	Iteration 68Q: 3 clusters Score -2.154526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 163418 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 69Q: 3 clusters Score -2.154525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 70Q: 3 clusters Score -2.154525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -21545254.000000 Penalty: 5962.527344
	Iteration 71F: 3 clusters Score -2.154525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100650.539062 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100650.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101081.976562 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101346.226562 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101346.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101658.937500 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101658.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101951.453125 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -101951.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102292.125000 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -102292.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102715.757812 Penalty: 3393.970947
	Iteration 6F: 3 clusters Score -102715.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102919.726562 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -102919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102942.539062 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -102942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102946.382812 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -102946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102946.382812 Penalty: 3393.970947
	Iteration 10F: 3 clusters Score -102946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22572 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 170193 members 
Mstep: Class 8 contains 207267 members 
Mstep: Class 9 contains 166246 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 188776 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 158628 members 
Mstep: Class 16 contains 35650 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185741 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166413008.000000 Penalty: 80372.445312
Splitting cluster 10 changes total score from -166414496.000000 to -166413008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (188776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188776 members 
Entering Unmasked Estep 
Score: -24205554.000000 Penalty: 3012.782471
	Iteration 0F: 2 clusters Score -2.420555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -24080854.000000 Penalty: 6025.564941
	Iteration 0F: 3 clusters Score -2.408085e+07 nChanged 90534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -24133254.000000 Penalty: 6025.564941
	Iteration 1F: 3 clusters Score -2.413325e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -24134288.000000 Penalty: 6025.564941
	Iteration 2Q: 3 clusters Score -2.413429e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -24135580.000000 Penalty: 6025.564941
	Iteration 3Q: 3 clusters Score -2.413558e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -24137644.000000 Penalty: 6025.564941
	Iteration 4Q: 3 clusters Score -2.413764e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -24141056.000000 Penalty: 6025.564941
	Iteration 5Q: 3 clusters Score -2.414106e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -24148032.000000 Penalty: 6025.564941
	Iteration 6F: 3 clusters Score -2.414803e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -24158790.000000 Penalty: 6025.564941
	Iteration 7F: 3 clusters Score -2.415879e+07 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -24173640.000000 Penalty: 6025.564941
	Iteration 8F: 3 clusters Score -2.417364e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164961 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -24186640.000000 Penalty: 6025.564941
	Iteration 9F: 3 clusters Score -2.418664e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -24195590.000000 Penalty: 6025.564941
	Iteration 10Q: 3 clusters Score -2.419559e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -24200748.000000 Penalty: 6025.564941
	Iteration 11Q: 3 clusters Score -2.420075e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177994 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -24202958.000000 Penalty: 6025.564941
	Iteration 12Q: 3 clusters Score -2.420296e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178616 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -24203902.000000 Penalty: 6025.564941
	Iteration 13Q: 3 clusters Score -2.42039e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -24204454.000000 Penalty: 6025.564941
	Iteration 14Q: 3 clusters Score -2.420445e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -24204754.000000 Penalty: 6025.564941
	Iteration 15Q: 3 clusters Score -2.420475e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -24204892.000000 Penalty: 6025.564941
	Iteration 16Q: 3 clusters Score -2.420489e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -24205060.000000 Penalty: 6025.564941
	Iteration 17Q: 3 clusters Score -2.420506e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -24205122.000000 Penalty: 6025.564941
	Iteration 18Q: 3 clusters Score -2.420512e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -24205198.000000 Penalty: 6025.564941
	Iteration 19Q: 3 clusters Score -2.42052e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180131 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -24205242.000000 Penalty: 6025.564941
	Iteration 20F: 3 clusters Score -2.420524e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180248 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -24205272.000000 Penalty: 6025.564941
	Iteration 21Q: 3 clusters Score -2.420527e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180353 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -24205268.000000 Penalty: 6025.564941
	Iteration 22Q: 3 clusters Score -2.420527e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -24205268.000000 Penalty: 6025.564941
	Iteration 23Q: 3 clusters Score -2.420527e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -24205222.000000 Penalty: 6025.564941
	Iteration 24Q: 3 clusters Score -2.420522e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -24205226.000000 Penalty: 6025.564941
	Iteration 25Q: 3 clusters Score -2.420523e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -24205256.000000 Penalty: 6025.564941
	Iteration 26Q: 3 clusters Score -2.420526e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -24205232.000000 Penalty: 6025.564941
	Iteration 27Q: 3 clusters Score -2.420523e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -24205206.000000 Penalty: 6025.564941
	Iteration 28Q: 3 clusters Score -2.420521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -24205204.000000 Penalty: 6025.564941
	Iteration 29Q: 3 clusters Score -2.42052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180740 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -24205212.000000 Penalty: 6025.564941
	Iteration 30Q: 3 clusters Score -2.420521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -24205184.000000 Penalty: 6025.564941
	Iteration 31Q: 3 clusters Score -2.420518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -24205152.000000 Penalty: 6025.564941
	Iteration 32Q: 3 clusters Score -2.420515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -24205138.000000 Penalty: 6025.564941
	Iteration 33Q: 3 clusters Score -2.420514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180865 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -24205152.000000 Penalty: 6025.564941
	Iteration 34Q: 3 clusters Score -2.420515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180897 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -24205152.000000 Penalty: 6025.564941
	Iteration 35Q: 3 clusters Score -2.420515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180929 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -24205160.000000 Penalty: 6025.564941
	Iteration 36Q: 3 clusters Score -2.420516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180967 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -24205134.000000 Penalty: 6025.564941
	Iteration 37Q: 3 clusters Score -2.420513e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181006 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -24205156.000000 Penalty: 6025.564941
	Iteration 38Q: 3 clusters Score -2.420516e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -24205148.000000 Penalty: 6025.564941
	Iteration 39Q: 3 clusters Score -2.420515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181093 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -24205172.000000 Penalty: 6025.564941
	Iteration 40F: 3 clusters Score -2.420517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181122 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -24205182.000000 Penalty: 6025.564941
	Iteration 41Q: 3 clusters Score -2.420518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -24205176.000000 Penalty: 6025.564941
	Iteration 42Q: 3 clusters Score -2.420518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -24205176.000000 Penalty: 6025.564941
	Iteration 43Q: 3 clusters Score -2.420518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -24205152.000000 Penalty: 6025.564941
	Iteration 44Q: 3 clusters Score -2.420515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -24205164.000000 Penalty: 6025.564941
	Iteration 45Q: 3 clusters Score -2.420516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -24205170.000000 Penalty: 6025.564941
	Iteration 46Q: 3 clusters Score -2.420517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -24205172.000000 Penalty: 6025.564941
	Iteration 47Q: 3 clusters Score -2.420517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -24205162.000000 Penalty: 6025.564941
	Iteration 48Q: 3 clusters Score -2.420516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -24205146.000000 Penalty: 6025.564941
	Iteration 49Q: 3 clusters Score -2.420515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -24205166.000000 Penalty: 6025.564941
	Iteration 50Q: 3 clusters Score -2.420517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -24205152.000000 Penalty: 6025.564941
	Iteration 51Q: 3 clusters Score -2.420515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181255 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -24205156.000000 Penalty: 6025.564941
	Iteration 52Q: 3 clusters Score -2.420516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -24205178.000000 Penalty: 6025.564941
	Iteration 53Q: 3 clusters Score -2.420518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -24205170.000000 Penalty: 6025.564941
	Iteration 54Q: 3 clusters Score -2.420517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -24205148.000000 Penalty: 6025.564941
	Iteration 55Q: 3 clusters Score -2.420515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -24205148.000000 Penalty: 6025.564941
	Iteration 56Q: 3 clusters Score -2.420515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181284 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -24205156.000000 Penalty: 6025.564941
	Iteration 57Q: 3 clusters Score -2.420516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -24205144.000000 Penalty: 6025.564941
	Iteration 58Q: 3 clusters Score -2.420514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -24205148.000000 Penalty: 6025.564941
	Iteration 59Q: 3 clusters Score -2.420515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -24205132.000000 Penalty: 6025.564941
	Iteration 60F: 3 clusters Score -2.420513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181292 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -24205138.000000 Penalty: 6025.564941
	Iteration 61Q: 3 clusters Score -2.420514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181294 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -24205142.000000 Penalty: 6025.564941
	Iteration 62Q: 3 clusters Score -2.420514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181296 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -24205146.000000 Penalty: 6025.564941
	Iteration 63Q: 3 clusters Score -2.420515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -24205128.000000 Penalty: 6025.564941
	Iteration 64Q: 3 clusters Score -2.420513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -24205128.000000 Penalty: 6025.564941
	Iteration 65F: 3 clusters Score -2.420513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Entering Unmasked Estep 
Score: -9221980.000000 Penalty: 2779.873779
	Iteration 0F: 2 clusters Score -9221980 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 36877 members 
Entering Unmasked Estep 
Score: -9172212.000000 Penalty: 5559.747559
	Iteration 0F: 3 clusters Score -9172212 nChanged 34816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -9191996.000000 Penalty: 5559.747559
	Iteration 1F: 3 clusters Score -9191996 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9192503.000000 Penalty: 5559.747559
	Iteration 2Q: 3 clusters Score -9192503 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -9193032.000000 Penalty: 5559.747559
	Iteration 3Q: 3 clusters Score -9193032 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -9193471.000000 Penalty: 5559.747559
	Iteration 4Q: 3 clusters Score -9193471 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -9193844.000000 Penalty: 5559.747559
	Iteration 5Q: 3 clusters Score -9193844 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -9194320.000000 Penalty: 5559.747559
	Iteration 6Q: 3 clusters Score -9194320 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -9194854.000000 Penalty: 5559.747559
	Iteration 7Q: 3 clusters Score -9194854 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -9195498.000000 Penalty: 5559.747559
	Iteration 8Q: 3 clusters Score -9195498 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -9196233.000000 Penalty: 5559.747559
	Iteration 9Q: 3 clusters Score -9196233 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -9197182.000000 Penalty: 5559.747559
	Iteration 10Q: 3 clusters Score -9197182 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -9198411.000000 Penalty: 5559.747559
	Iteration 11Q: 3 clusters Score -9198411 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9199987.000000 Penalty: 5559.747559
	Iteration 12Q: 3 clusters Score -9199987 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -9201773.000000 Penalty: 5559.747559
	Iteration 13Q: 3 clusters Score -9201773 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -9203780.000000 Penalty: 5559.747559
	Iteration 14Q: 3 clusters Score -9203780 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -9205639.000000 Penalty: 5559.747559
	Iteration 15Q: 3 clusters Score -9205639 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -9207190.000000 Penalty: 5559.747559
	Iteration 16Q: 3 clusters Score -9207190 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -9208561.000000 Penalty: 5559.747559
	Iteration 17Q: 3 clusters Score -9208561 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -9209663.000000 Penalty: 5559.747559
	Iteration 18Q: 3 clusters Score -9209663 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -9210744.000000 Penalty: 5559.747559
	Iteration 19Q: 3 clusters Score -9210744 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -9211775.000000 Penalty: 5559.747559
	Iteration 20F: 3 clusters Score -9211775 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -9212848.000000 Penalty: 5559.747559
	Iteration 21Q: 3 clusters Score -9212848 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -9213935.000000 Penalty: 5559.747559
	Iteration 22Q: 3 clusters Score -9213935 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -9214969.000000 Penalty: 5559.747559
	Iteration 23Q: 3 clusters Score -9214969 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -9216044.000000 Penalty: 5559.747559
	Iteration 24Q: 3 clusters Score -9216044 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -9216993.000000 Penalty: 5559.747559
	Iteration 25Q: 3 clusters Score -9216993 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9217765.000000 Penalty: 5559.747559
	Iteration 26Q: 3 clusters Score -9217765 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9218389.000000 Penalty: 5559.747559
	Iteration 27Q: 3 clusters Score -9218389 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9218827.000000 Penalty: 5559.747559
	Iteration 28Q: 3 clusters Score -9218827 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9219164.000000 Penalty: 5559.747559
	Iteration 29Q: 3 clusters Score -9219164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9219379.000000 Penalty: 5559.747559
	Iteration 30Q: 3 clusters Score -9219379 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9219503.000000 Penalty: 5559.747559
	Iteration 31Q: 3 clusters Score -9219503 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9219555.000000 Penalty: 5559.747559
	Iteration 32Q: 3 clusters Score -9219555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9219608.000000 Penalty: 5559.747559
	Iteration 33Q: 3 clusters Score -9219608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9219660.000000 Penalty: 5559.747559
	Iteration 34Q: 3 clusters Score -9219660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9219714.000000 Penalty: 5559.747559
	Iteration 35Q: 3 clusters Score -9219714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9219731.000000 Penalty: 5559.747559
	Iteration 36Q: 3 clusters Score -9219731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9219747.000000 Penalty: 5559.747559
	Iteration 37Q: 3 clusters Score -9219747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9219761.000000 Penalty: 5559.747559
	Iteration 38Q: 3 clusters Score -9219761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9219770.000000 Penalty: 5559.747559
	Iteration 39Q: 3 clusters Score -9219770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9219769.000000 Penalty: 5559.747559
	Iteration 40F: 3 clusters Score -9219769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9219782.000000 Penalty: 5559.747559
	Iteration 41Q: 3 clusters Score -9219782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9219778.000000 Penalty: 5559.747559
	Iteration 42Q: 3 clusters Score -9219778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9219781.000000 Penalty: 5559.747559
	Iteration 43Q: 3 clusters Score -9219781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9219795.000000 Penalty: 5559.747559
	Iteration 44Q: 3 clusters Score -9219795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9219806.000000 Penalty: 5559.747559
	Iteration 45Q: 3 clusters Score -9219806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9219808.000000 Penalty: 5559.747559
	Iteration 46Q: 3 clusters Score -9219808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9219832.000000 Penalty: 5559.747559
	Iteration 47Q: 3 clusters Score -9219832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9219840.000000 Penalty: 5559.747559
	Iteration 48Q: 3 clusters Score -9219840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9219846.000000 Penalty: 5559.747559
	Iteration 49Q: 3 clusters Score -9219846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9219831.000000 Penalty: 5559.747559
	Iteration 50Q: 3 clusters Score -9219831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5559.747559
	Iteration 51Q: 3 clusters Score -9219843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9219860.000000 Penalty: 5559.747559
	Iteration 52Q: 3 clusters Score -9219860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9219861.000000 Penalty: 5559.747559
	Iteration 53Q: 3 clusters Score -9219861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9219857.000000 Penalty: 5559.747559
	Iteration 54Q: 3 clusters Score -9219857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9219861.000000 Penalty: 5559.747559
	Iteration 55Q: 3 clusters Score -9219861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9219870.000000 Penalty: 5559.747559
	Iteration 56Q: 3 clusters Score -9219870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9219877.000000 Penalty: 5559.747559
	Iteration 57Q: 3 clusters Score -9219877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9219881.000000 Penalty: 5559.747559
	Iteration 58Q: 3 clusters Score -9219881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9219877.000000 Penalty: 5559.747559
	Iteration 59Q: 3 clusters Score -9219877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9219875.000000 Penalty: 5559.747559
	Iteration 60F: 3 clusters Score -9219875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9219872.000000 Penalty: 5559.747559
	Iteration 61Q: 3 clusters Score -9219872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9219878.000000 Penalty: 5559.747559
	Iteration 62Q: 3 clusters Score -9219878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9219869.000000 Penalty: 5559.747559
	Iteration 63Q: 3 clusters Score -9219869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9219873.000000 Penalty: 5559.747559
	Iteration 64Q: 3 clusters Score -9219873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9219873.000000 Penalty: 5559.747559
	Iteration 65F: 3 clusters Score -9219873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Entering Unmasked Estep 
Score: -5929169.000000 Penalty: 2659.495850
	Iteration 0F: 2 clusters Score -5929169 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 22590 members 
Entering Unmasked Estep 
Score: -5898604.000000 Penalty: 5318.991699
	Iteration 0F: 3 clusters Score -5898604 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5910120.500000 Penalty: 5318.991699
	Iteration 1F: 3 clusters Score -5910120 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5910781.000000 Penalty: 5318.991699
	Iteration 2Q: 3 clusters Score -5910781 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5911549.000000 Penalty: 5318.991699
	Iteration 3Q: 3 clusters Score -5911549 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5912438.500000 Penalty: 5318.991699
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5913381.500000 Penalty: 5318.991699
	Iteration 5Q: 3 clusters Score -5913382 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5914486 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5915710.500000 Penalty: 5318.991699
	Iteration 7F: 3 clusters Score -5915710 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5917036 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5918437 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5919701 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5920738 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5921320 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5921599 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5921772 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5921904 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5922020 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5922100 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5922207.500000 Penalty: 5318.991699
	Iteration 18Q: 3 clusters Score -5922208 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5922288 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5922368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5922435.500000 Penalty: 5318.991699
	Iteration 21Q: 3 clusters Score -5922436 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5922523.500000 Penalty: 5318.991699
	Iteration 22Q: 3 clusters Score -5922524 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5922572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5922634 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5922682.500000 Penalty: 5318.991699
	Iteration 25Q: 3 clusters Score -5922682 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5922705.500000 Penalty: 5318.991699
	Iteration 26Q: 3 clusters Score -5922706 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5922750.500000 Penalty: 5318.991699
	Iteration 27Q: 3 clusters Score -5922750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5922812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5922854.000000 Penalty: 5318.991699
	Iteration 29Q: 3 clusters Score -5922854 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5922884 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5922935 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5922993 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5923052 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5923108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5923170 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5923205 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5923270 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5923346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5923405 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5923532.500000 Penalty: 5318.991699
	Iteration 40F: 3 clusters Score -5923532 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5923612 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5923719.500000 Penalty: 5318.991699
	Iteration 42Q: 3 clusters Score -5923720 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5923813.500000 Penalty: 5318.991699
	Iteration 43Q: 3 clusters Score -5923814 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5923945.000000 Penalty: 5318.991699
	Iteration 44Q: 3 clusters Score -5923945 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5924034 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5924124 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5924245.500000 Penalty: 5318.991699
	Iteration 47Q: 3 clusters Score -5924246 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5924314.500000 Penalty: 5318.991699
	Iteration 48Q: 3 clusters Score -5924314 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -5924395.000000 Penalty: 5318.991699
	Iteration 49Q: 3 clusters Score -5924395 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5924516.500000 Penalty: 5318.991699
	Iteration 50Q: 3 clusters Score -5924516 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5924603.000000 Penalty: 5318.991699
	Iteration 51Q: 3 clusters Score -5924603 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5924700.500000 Penalty: 5318.991699
	Iteration 52Q: 3 clusters Score -5924700 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5924791.500000 Penalty: 5318.991699
	Iteration 53Q: 3 clusters Score -5924792 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5924886 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5925012.500000 Penalty: 5318.991699
	Iteration 55Q: 3 clusters Score -5925012 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -5925098.000000 Penalty: 5318.991699
	Iteration 56Q: 3 clusters Score -5925098 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5925246 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -5925370.500000 Penalty: 5318.991699
	Iteration 58Q: 3 clusters Score -5925370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5925498.500000 Penalty: 5318.991699
	Iteration 59Q: 3 clusters Score -5925498 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5925584.000000 Penalty: 5318.991699
	Iteration 60F: 3 clusters Score -5925584 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5925695.500000 Penalty: 5318.991699
	Iteration 61Q: 3 clusters Score -5925696 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5925776.500000 Penalty: 5318.991699
	Iteration 62Q: 3 clusters Score -5925776 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5925862 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5925943.000000 Penalty: 5318.991699
	Iteration 64Q: 3 clusters Score -5925943 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5925975.000000 Penalty: 5318.991699
	Iteration 65Q: 3 clusters Score -5925975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5926044.500000 Penalty: 5318.991699
	Iteration 66Q: 3 clusters Score -5926044 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5926145.500000 Penalty: 5318.991699
	Iteration 67Q: 3 clusters Score -5926146 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5926233.000000 Penalty: 5318.991699
	Iteration 68Q: 3 clusters Score -5926233 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5926324.500000 Penalty: 5318.991699
	Iteration 69Q: 3 clusters Score -5926324 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5926407 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5926477 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5926557.000000 Penalty: 5318.991699
	Iteration 72Q: 3 clusters Score -5926557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5926656.500000 Penalty: 5318.991699
	Iteration 73Q: 3 clusters Score -5926656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5926712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5926773.000000 Penalty: 5318.991699
	Iteration 75Q: 3 clusters Score -5926773 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5926836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5926874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5926929.000000 Penalty: 5318.991699
	Iteration 78Q: 3 clusters Score -5926929 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5926989 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5927056.500000 Penalty: 5318.991699
	Iteration 80F: 3 clusters Score -5927056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5927109.000000 Penalty: 5318.991699
	Iteration 81Q: 3 clusters Score -5927109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5927137.500000 Penalty: 5318.991699
	Iteration 82Q: 3 clusters Score -5927138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5927137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5927147.500000 Penalty: 5318.991699
	Iteration 84Q: 3 clusters Score -5927148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5927151.000000 Penalty: 5318.991699
	Iteration 85Q: 3 clusters Score -5927151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5927163.000000 Penalty: 5318.991699
	Iteration 86Q: 3 clusters Score -5927163 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5927180.500000 Penalty: 5318.991699
	Iteration 87Q: 3 clusters Score -5927180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5927205.500000 Penalty: 5318.991699
	Iteration 88Q: 3 clusters Score -5927206 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5927213.000000 Penalty: 5318.991699
	Iteration 89Q: 3 clusters Score -5927213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5927239.000000 Penalty: 5318.991699
	Iteration 90Q: 3 clusters Score -5927239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5927258.000000 Penalty: 5318.991699
	Iteration 91Q: 3 clusters Score -5927258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5927271.500000 Penalty: 5318.991699
	Iteration 92Q: 3 clusters Score -5927272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -5927286.000000 Penalty: 5318.991699
	Iteration 93Q: 3 clusters Score -5927286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5927298.500000 Penalty: 5318.991699
	Iteration 94Q: 3 clusters Score -5927298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5927309.000000 Penalty: 5318.991699
	Iteration 95Q: 3 clusters Score -5927309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -5927315.500000 Penalty: 5318.991699
	Iteration 96Q: 3 clusters Score -5927316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -5927325.000000 Penalty: 5318.991699
	Iteration 97Q: 3 clusters Score -5927325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5927332.000000 Penalty: 5318.991699
	Iteration 98Q: 3 clusters Score -5927332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5927343.000000 Penalty: 5318.991699
	Iteration 99Q: 3 clusters Score -5927343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -5927339.000000 Penalty: 5318.991699
	Iteration 100F: 3 clusters Score -5927339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5927338.500000 Penalty: 5318.991699
	Iteration 101Q: 3 clusters Score -5927338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5927342.500000 Penalty: 5318.991699
	Iteration 102Q: 3 clusters Score -5927342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5927343.000000 Penalty: 5318.991699
	Iteration 103Q: 3 clusters Score -5927343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5927355.500000 Penalty: 5318.991699
	Iteration 104Q: 3 clusters Score -5927356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5927355.000000 Penalty: 5318.991699
	Iteration 105Q: 3 clusters Score -5927355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5927347.500000 Penalty: 5318.991699
	Iteration 106Q: 3 clusters Score -5927348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5927350.000000 Penalty: 5318.991699
	Iteration 107Q: 3 clusters Score -5927350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5927356.000000 Penalty: 5318.991699
	Iteration 108Q: 3 clusters Score -5927356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5927369.500000 Penalty: 5318.991699
	Iteration 109Q: 3 clusters Score -5927370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5927373.000000 Penalty: 5318.991699
	Iteration 110Q: 3 clusters Score -5927373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -5927376.000000 Penalty: 5318.991699
	Iteration 111Q: 3 clusters Score -5927376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5927378.000000 Penalty: 5318.991699
	Iteration 112Q: 3 clusters Score -5927378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5927375.000000 Penalty: 5318.991699
	Iteration 113Q: 3 clusters Score -5927375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5927374.000000 Penalty: 5318.991699
	Iteration 114Q: 3 clusters Score -5927374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5927376.500000 Penalty: 5318.991699
	Iteration 115Q: 3 clusters Score -5927376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5927376.000000 Penalty: 5318.991699
	Iteration 116Q: 3 clusters Score -5927376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5927379.000000 Penalty: 5318.991699
	Iteration 117Q: 3 clusters Score -5927379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5927385.000000 Penalty: 5318.991699
	Iteration 118Q: 3 clusters Score -5927385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5927383.500000 Penalty: 5318.991699
	Iteration 119Q: 3 clusters Score -5927384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5927377.500000 Penalty: 5318.991699
	Iteration 120F: 3 clusters Score -5927378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5927380.000000 Penalty: 5318.991699
	Iteration 121Q: 3 clusters Score -5927380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5927387.500000 Penalty: 5318.991699
	Iteration 122Q: 3 clusters Score -5927388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5927390.500000 Penalty: 5318.991699
	Iteration 123Q: 3 clusters Score -5927390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -5927388.000000 Penalty: 5318.991699
	Iteration 124Q: 3 clusters Score -5927388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5927395.500000 Penalty: 5318.991699
	Iteration 125Q: 3 clusters Score -5927396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5927395.500000 Penalty: 5318.991699
	Iteration 126Q: 3 clusters Score -5927396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5927389.000000 Penalty: 5318.991699
	Iteration 127Q: 3 clusters Score -5927389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5927393.500000 Penalty: 5318.991699
	Iteration 128Q: 3 clusters Score -5927394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5927403.500000 Penalty: 5318.991699
	Iteration 129Q: 3 clusters Score -5927404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5927403.000000 Penalty: 5318.991699
	Iteration 130Q: 3 clusters Score -5927403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5927403.000000 Penalty: 5318.991699
	Iteration 131F: 3 clusters Score -5927403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -1112960.750000 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -1112961 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 4442 members 
Entering Unmasked Estep 
Score: -1105936.250000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -1105936 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1107823.000000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -1107823 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1108084.250000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -1108084 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1108240.000000 Penalty: 4514.026855
	Iteration 3Q: 3 clusters Score -1108240 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1108339.000000 Penalty: 4514.026855
	Iteration 4Q: 3 clusters Score -1108339 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1108428.875000 Penalty: 4514.026855
	Iteration 5Q: 3 clusters Score -1108429 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1108493.625000 Penalty: 4514.026855
	Iteration 6Q: 3 clusters Score -1108494 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1108544.000000 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -1108544 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1108606.875000 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -1108607 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1108663.750000 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -1108664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1108724.375000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -1108724 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1108789.500000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -1108790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1108854.625000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -1108855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1108935.750000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -1108936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1109035.375000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -1109035 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1109158.125000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -1109158 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1109312.375000 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -1109312 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1109496.750000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -1109497 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1109734.500000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -1109734 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1109960.250000 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -1109960 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1110174.625000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -1110175 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1110364.250000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -1110364 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1110534.875000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -1110535 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1110661.375000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -1110661 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1110771.000000 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -1110771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1110870.875000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -1110871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1110930.000000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -1110930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1110966.375000 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -1110966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1110990.625000 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -1110991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1111013.500000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -1111014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1111030.375000 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -1111030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1111040.375000 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -1111040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1111051.000000 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -1111051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1111056.125000 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -1111056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1111058.250000 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -1111058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1111060.250000 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -1111060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1111061.375000 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -1111061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1111061.875000 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -1111062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1111061.875000 Penalty: 4514.026855
	Iteration 38F: 3 clusters Score -1111062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158628 members 
Entering Unmasked Estep 
Score: -20424364.000000 Penalty: 2969.630859
	Iteration 0F: 2 clusters Score -2.042436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -20318290.000000 Penalty: 5939.261719
	Iteration 0F: 3 clusters Score -2.031829e+07 nChanged 75761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -20362970.000000 Penalty: 5939.261719
	Iteration 1F: 3 clusters Score -2.036297e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -20364720.000000 Penalty: 5939.261719
	Iteration 2Q: 3 clusters Score -2.036472e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -20367168.000000 Penalty: 5939.261719
	Iteration 3Q: 3 clusters Score -2.036717e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -20370976.000000 Penalty: 5939.261719
	Iteration 4Q: 3 clusters Score -2.037098e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -20377278.000000 Penalty: 5939.261719
	Iteration 5F: 3 clusters Score -2.037728e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -20386202.000000 Penalty: 5939.261719
	Iteration 6F: 3 clusters Score -2.03862e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -20395986.000000 Penalty: 5939.261719
	Iteration 7F: 3 clusters Score -2.039599e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -20405332.000000 Penalty: 5939.261719
	Iteration 8F: 3 clusters Score -2.040533e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -20411952.000000 Penalty: 5939.261719
	Iteration 9Q: 3 clusters Score -2.041195e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -20416198.000000 Penalty: 5939.261719
	Iteration 10Q: 3 clusters Score -2.04162e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -20418730.000000 Penalty: 5939.261719
	Iteration 11Q: 3 clusters Score -2.041873e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20420096.000000 Penalty: 5939.261719
	Iteration 12Q: 3 clusters Score -2.04201e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155907 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -20420818.000000 Penalty: 5939.261719
	Iteration 13Q: 3 clusters Score -2.042082e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20421254.000000 Penalty: 5939.261719
	Iteration 14Q: 3 clusters Score -2.042125e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20421526.000000 Penalty: 5939.261719
	Iteration 15Q: 3 clusters Score -2.042153e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20421626.000000 Penalty: 5939.261719
	Iteration 16Q: 3 clusters Score -2.042163e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20421756.000000 Penalty: 5939.261719
	Iteration 17Q: 3 clusters Score -2.042176e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20421832.000000 Penalty: 5939.261719
	Iteration 18Q: 3 clusters Score -2.042183e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20421844.000000 Penalty: 5939.261719
	Iteration 19Q: 3 clusters Score -2.042184e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20421866.000000 Penalty: 5939.261719
	Iteration 20F: 3 clusters Score -2.042187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20421908.000000 Penalty: 5939.261719
	Iteration 21Q: 3 clusters Score -2.042191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20421924.000000 Penalty: 5939.261719
	Iteration 22Q: 3 clusters Score -2.042192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20421944.000000 Penalty: 5939.261719
	Iteration 23Q: 3 clusters Score -2.042194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20421974.000000 Penalty: 5939.261719
	Iteration 24Q: 3 clusters Score -2.042197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157868 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20421968.000000 Penalty: 5939.261719
	Iteration 25Q: 3 clusters Score -2.042197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20421982.000000 Penalty: 5939.261719
	Iteration 26Q: 3 clusters Score -2.042198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20421988.000000 Penalty: 5939.261719
	Iteration 27Q: 3 clusters Score -2.042199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20421976.000000 Penalty: 5939.261719
	Iteration 28Q: 3 clusters Score -2.042198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20421980.000000 Penalty: 5939.261719
	Iteration 29Q: 3 clusters Score -2.042198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157905 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20421992.000000 Penalty: 5939.261719
	Iteration 30Q: 3 clusters Score -2.042199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20421994.000000 Penalty: 5939.261719
	Iteration 31Q: 3 clusters Score -2.042199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20421992.000000 Penalty: 5939.261719
	Iteration 32Q: 3 clusters Score -2.042199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20422000.000000 Penalty: 5939.261719
	Iteration 33Q: 3 clusters Score -2.0422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20422000.000000 Penalty: 5939.261719
	Iteration 34F: 3 clusters Score -2.0422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Entering Unmasked Estep 
Score: -4626410.000000 Penalty: 2599.413086
	Iteration 0F: 2 clusters Score -4626410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4602188.500000 Penalty: 5198.826172
	Iteration 0F: 3 clusters Score -4602188 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4611166.000000 Penalty: 5198.826172
	Iteration 1F: 3 clusters Score -4611166 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4611725.000000 Penalty: 5198.826172
	Iteration 2Q: 3 clusters Score -4611725 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4612408.000000 Penalty: 5198.826172
	Iteration 3Q: 3 clusters Score -4612408 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4613335.000000 Penalty: 5198.826172
	Iteration 4F: 3 clusters Score -4613335 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4614785.000000 Penalty: 5198.826172
	Iteration 5F: 3 clusters Score -4614785 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4616855.000000 Penalty: 5198.826172
	Iteration 6F: 3 clusters Score -4616855 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -4619322.500000 Penalty: 5198.826172
	Iteration 7F: 3 clusters Score -4619322 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4621676.500000 Penalty: 5198.826172
	Iteration 8F: 3 clusters Score -4621676 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4622988.500000 Penalty: 5198.826172
	Iteration 9Q: 3 clusters Score -4622988 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4623565.500000 Penalty: 5198.826172
	Iteration 10Q: 3 clusters Score -4623566 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4623830.000000 Penalty: 5198.826172
	Iteration 11Q: 3 clusters Score -4623830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4623936.500000 Penalty: 5198.826172
	Iteration 12Q: 3 clusters Score -4623936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4623995.500000 Penalty: 5198.826172
	Iteration 13Q: 3 clusters Score -4623996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4624045.500000 Penalty: 5198.826172
	Iteration 14Q: 3 clusters Score -4624046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4624074.500000 Penalty: 5198.826172
	Iteration 15Q: 3 clusters Score -4624074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4624103.500000 Penalty: 5198.826172
	Iteration 16Q: 3 clusters Score -4624104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4624119.500000 Penalty: 5198.826172
	Iteration 17Q: 3 clusters Score -4624120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4624138.000000 Penalty: 5198.826172
	Iteration 18Q: 3 clusters Score -4624138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4624141.500000 Penalty: 5198.826172
	Iteration 19Q: 3 clusters Score -4624142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4624142.000000 Penalty: 5198.826172
	Iteration 20F: 3 clusters Score -4624142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85698.929688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -85698.93 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 403 members 
Entering Unmasked Estep 
Score: -84016.171875 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -84016.17 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84292.093750 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -84292.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84480.882812 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -84480.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84606.781250 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -84606.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84725.773438 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -84725.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84801.812500 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -84801.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84852.648438 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -84852.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84890.539062 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -84890.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84928.210938 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -84928.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84966.789062 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -84966.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85022.523438 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -85022.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85087.718750 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -85087.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85219.031250 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -85219.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85318.554688 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -85318.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85446.156250 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -85446.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85556.976562 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -85556.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85603.828125 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -85603.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85619.531250 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -85619.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85663.210938 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -85663.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85691.765625 Penalty: 3303.009766
	Iteration 19Q: 3 clusters Score -85691.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85697.156250 Penalty: 3303.009766
	Iteration 20F: 3 clusters Score -85697.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (185741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Entering Unmasked Estep 
Score: -24100888.000000 Penalty: 3008.762939
	Iteration 0F: 2 clusters Score -2.410089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -23981754.000000 Penalty: 6017.525879
	Iteration 0F: 3 clusters Score -2.398175e+07 nChanged 89033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -24033854.000000 Penalty: 6017.525879
	Iteration 1F: 3 clusters Score -2.403385e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -24034796.000000 Penalty: 6017.525879
	Iteration 2Q: 3 clusters Score -2.40348e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -24035806.000000 Penalty: 6017.525879
	Iteration 3Q: 3 clusters Score -2.403581e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -24036680.000000 Penalty: 6017.525879
	Iteration 4Q: 3 clusters Score -2.403668e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -24037642.000000 Penalty: 6017.525879
	Iteration 5Q: 3 clusters Score -2.403764e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -24039130.000000 Penalty: 6017.525879
	Iteration 6Q: 3 clusters Score -2.403913e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -24041194.000000 Penalty: 6017.525879
	Iteration 7Q: 3 clusters Score -2.404119e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -24044132.000000 Penalty: 6017.525879
	Iteration 8Q: 3 clusters Score -2.404413e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -24048392.000000 Penalty: 6017.525879
	Iteration 9Q: 3 clusters Score -2.404839e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -24055060.000000 Penalty: 6017.525879
	Iteration 10F: 3 clusters Score -2.405506e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -24063592.000000 Penalty: 6017.525879
	Iteration 11F: 3 clusters Score -2.406359e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -24072758.000000 Penalty: 6017.525879
	Iteration 12F: 3 clusters Score -2.407276e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -24080460.000000 Penalty: 6017.525879
	Iteration 13F: 3 clusters Score -2.408046e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -24085750.000000 Penalty: 6017.525879
	Iteration 14Q: 3 clusters Score -2.408575e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 166701 members 
Entering Unmasked Estep 
Score: -24089400.000000 Penalty: 6017.525879
	Iteration 15Q: 3 clusters Score -2.40894e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -24092076.000000 Penalty: 6017.525879
	Iteration 16Q: 3 clusters Score -2.409208e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 174586 members 
Entering Unmasked Estep 
Score: -24093948.000000 Penalty: 6017.525879
	Iteration 17Q: 3 clusters Score -2.409395e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -24095158.000000 Penalty: 6017.525879
	Iteration 18Q: 3 clusters Score -2.409516e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 179929 members 
Entering Unmasked Estep 
Score: -24096030.000000 Penalty: 6017.525879
	Iteration 19Q: 3 clusters Score -2.409603e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 181728 members 
Entering Unmasked Estep 
Score: -24096762.000000 Penalty: 6017.525879
	Iteration 20F: 3 clusters Score -2.409676e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 183023 members 
Entering Unmasked Estep 
Score: -24097302.000000 Penalty: 6017.525879
	Iteration 21Q: 3 clusters Score -2.40973e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 183867 members 
Entering Unmasked Estep 
Score: -24097726.000000 Penalty: 6017.525879
	Iteration 22Q: 3 clusters Score -2.409773e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 184401 members 
Entering Unmasked Estep 
Score: -24097910.000000 Penalty: 6017.525879
	Iteration 23Q: 3 clusters Score -2.409791e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 184740 members 
Entering Unmasked Estep 
Score: -24098090.000000 Penalty: 6017.525879
	Iteration 24Q: 3 clusters Score -2.409809e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -24098196.000000 Penalty: 6017.525879
	Iteration 25Q: 3 clusters Score -2.40982e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -24098200.000000 Penalty: 6017.525879
	Iteration 26Q: 3 clusters Score -2.40982e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -24098272.000000 Penalty: 6017.525879
	Iteration 27Q: 3 clusters Score -2.409827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 185192 members 
Entering Unmasked Estep 
Score: -24098310.000000 Penalty: 6017.525879
	Iteration 28Q: 3 clusters Score -2.409831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 185219 members 
Entering Unmasked Estep 
Score: -24098348.000000 Penalty: 6017.525879
	Iteration 29Q: 3 clusters Score -2.409835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 185237 members 
Entering Unmasked Estep 
Score: -24098348.000000 Penalty: 6017.525879
	Iteration 30Q: 3 clusters Score -2.409835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -24098374.000000 Penalty: 6017.525879
	Iteration 31Q: 3 clusters Score -2.409837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 185269 members 
Entering Unmasked Estep 
Score: -24098394.000000 Penalty: 6017.525879
	Iteration 32Q: 3 clusters Score -2.409839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 185275 members 
Entering Unmasked Estep 
Score: -24098402.000000 Penalty: 6017.525879
	Iteration 33Q: 3 clusters Score -2.40984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 185279 members 
Entering Unmasked Estep 
Score: -24098414.000000 Penalty: 6017.525879
	Iteration 34Q: 3 clusters Score -2.409841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 185282 members 
Entering Unmasked Estep 
Score: -24098422.000000 Penalty: 6017.525879
	Iteration 35Q: 3 clusters Score -2.409842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 185287 members 
Entering Unmasked Estep 
Score: -24098428.000000 Penalty: 6017.525879
	Iteration 36Q: 3 clusters Score -2.409843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -24098448.000000 Penalty: 6017.525879
	Iteration 37Q: 3 clusters Score -2.409845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -24098426.000000 Penalty: 6017.525879
	Iteration 38Q: 3 clusters Score -2.409843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -24098428.000000 Penalty: 6017.525879
	Iteration 39Q: 3 clusters Score -2.409843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -24098428.000000 Penalty: 6017.525879
	Iteration 40F: 3 clusters Score -2.409843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -913494.687500 Penalty: 2212.719971
	Iteration 0F: 2 clusters Score -913494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -907482.500000 Penalty: 4425.439941
	Iteration 0F: 3 clusters Score -907482.5 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -909266.125000 Penalty: 4425.439941
	Iteration 1F: 3 clusters Score -909266.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -909751.312500 Penalty: 4425.439941
	Iteration 2F: 3 clusters Score -909751.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -910160.500000 Penalty: 4425.439941
	Iteration 3F: 3 clusters Score -910160.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -910513.562500 Penalty: 4425.439941
	Iteration 4F: 3 clusters Score -910513.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -910842.500000 Penalty: 4425.439941
	Iteration 5F: 3 clusters Score -910842.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -911132.812500 Penalty: 4425.439941
	Iteration 6F: 3 clusters Score -911132.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -911358.187500 Penalty: 4425.439941
	Iteration 7Q: 3 clusters Score -911358.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -911530.875000 Penalty: 4425.439941
	Iteration 8Q: 3 clusters Score -911530.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -911683.437500 Penalty: 4425.439941
	Iteration 9Q: 3 clusters Score -911683.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -911800.812500 Penalty: 4425.439941
	Iteration 10Q: 3 clusters Score -911800.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -911892.250000 Penalty: 4425.439941
	Iteration 11Q: 3 clusters Score -911892.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -911966.000000 Penalty: 4425.439941
	Iteration 12Q: 3 clusters Score -911966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -912018.375000 Penalty: 4425.439941
	Iteration 13Q: 3 clusters Score -912018.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -912050.437500 Penalty: 4425.439941
	Iteration 14Q: 3 clusters Score -912050.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -912078.625000 Penalty: 4425.439941
	Iteration 15Q: 3 clusters Score -912078.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -912106.375000 Penalty: 4425.439941
	Iteration 16Q: 3 clusters Score -912106.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -912133.875000 Penalty: 4425.439941
	Iteration 17Q: 3 clusters Score -912133.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -912155.937500 Penalty: 4425.439941
	Iteration 18Q: 3 clusters Score -912155.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -912170.625000 Penalty: 4425.439941
	Iteration 19Q: 3 clusters Score -912170.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -912175.937500 Penalty: 4425.439941
	Iteration 20F: 3 clusters Score -912175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -912183.875000 Penalty: 4425.439941
	Iteration 21Q: 3 clusters Score -912183.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -912189.562500 Penalty: 4425.439941
	Iteration 22Q: 3 clusters Score -912189.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -912196.062500 Penalty: 4425.439941
	Iteration 23Q: 3 clusters Score -912196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -912203.750000 Penalty: 4425.439941
	Iteration 24Q: 3 clusters Score -912203.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -912212.437500 Penalty: 4425.439941
	Iteration 25Q: 3 clusters Score -912212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -912220.750000 Penalty: 4425.439941
	Iteration 26Q: 3 clusters Score -912220.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -912229.375000 Penalty: 4425.439941
	Iteration 27Q: 3 clusters Score -912229.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -912238.125000 Penalty: 4425.439941
	Iteration 28Q: 3 clusters Score -912238.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -912245.500000 Penalty: 4425.439941
	Iteration 29Q: 3 clusters Score -912245.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -912254.562500 Penalty: 4425.439941
	Iteration 30Q: 3 clusters Score -912254.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -912264.125000 Penalty: 4425.439941
	Iteration 31Q: 3 clusters Score -912264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -912273.437500 Penalty: 4425.439941
	Iteration 32Q: 3 clusters Score -912273.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -912281.375000 Penalty: 4425.439941
	Iteration 33Q: 3 clusters Score -912281.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -912288.000000 Penalty: 4425.439941
	Iteration 34Q: 3 clusters Score -912288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -912290.125000 Penalty: 4425.439941
	Iteration 35Q: 3 clusters Score -912290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -912293.812500 Penalty: 4425.439941
	Iteration 36Q: 3 clusters Score -912293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -912297.500000 Penalty: 4425.439941
	Iteration 37Q: 3 clusters Score -912297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -912299.500000 Penalty: 4425.439941
	Iteration 38Q: 3 clusters Score -912299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -912300.875000 Penalty: 4425.439941
	Iteration 39Q: 3 clusters Score -912300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -912302.312500 Penalty: 4425.439941
	Iteration 40F: 3 clusters Score -912302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -912305.000000 Penalty: 4425.439941
	Iteration 41Q: 3 clusters Score -912305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -912304.437500 Penalty: 4425.439941
	Iteration 42Q: 3 clusters Score -912304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -912305.187500 Penalty: 4425.439941
	Iteration 43Q: 3 clusters Score -912305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -912306.875000 Penalty: 4425.439941
	Iteration 44Q: 3 clusters Score -912306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -912307.625000 Penalty: 4425.439941
	Iteration 45Q: 3 clusters Score -912307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -912309.500000 Penalty: 4425.439941
	Iteration 46Q: 3 clusters Score -912309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -912310.750000 Penalty: 4425.439941
	Iteration 47Q: 3 clusters Score -912310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -912314.062500 Penalty: 4425.439941
	Iteration 48Q: 3 clusters Score -912314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -912314.937500 Penalty: 4425.439941
	Iteration 49Q: 3 clusters Score -912314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -912315.437500 Penalty: 4425.439941
	Iteration 50Q: 3 clusters Score -912315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -912316.000000 Penalty: 4425.439941
	Iteration 51Q: 3 clusters Score -912316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -912317.250000 Penalty: 4425.439941
	Iteration 52Q: 3 clusters Score -912317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -912318.250000 Penalty: 4425.439941
	Iteration 53Q: 3 clusters Score -912318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -912318.937500 Penalty: 4425.439941
	Iteration 54Q: 3 clusters Score -912318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -912319.375000 Penalty: 4425.439941
	Iteration 55Q: 3 clusters Score -912319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -912320.312500 Penalty: 4425.439941
	Iteration 56Q: 3 clusters Score -912320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -912319.687500 Penalty: 4425.439941
	Iteration 57Q: 3 clusters Score -912319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -912320.500000 Penalty: 4425.439941
	Iteration 58Q: 3 clusters Score -912320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -912320.500000 Penalty: 4425.439941
	Iteration 59F: 3 clusters Score -912320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Entering Unmasked Estep 
Score: -1110786.750000 Penalty: 2247.509033
	Iteration 0F: 2 clusters Score -1110787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1103976.875000 Penalty: 4495.018066
	Iteration 0F: 3 clusters Score -1103977 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1105813.750000 Penalty: 4495.018066
	Iteration 1F: 3 clusters Score -1105814 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1106106.750000 Penalty: 4495.018066
	Iteration 2F: 3 clusters Score -1106107 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1106366.375000 Penalty: 4495.018066
	Iteration 3Q: 3 clusters Score -1106366 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1106649.750000 Penalty: 4495.018066
	Iteration 4Q: 3 clusters Score -1106650 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1106930.750000 Penalty: 4495.018066
	Iteration 5Q: 3 clusters Score -1106931 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1107211.875000 Penalty: 4495.018066
	Iteration 6Q: 3 clusters Score -1107212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1107466.875000 Penalty: 4495.018066
	Iteration 7Q: 3 clusters Score -1107467 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1107714.000000 Penalty: 4495.018066
	Iteration 8Q: 3 clusters Score -1107714 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1107961.125000 Penalty: 4495.018066
	Iteration 9Q: 3 clusters Score -1107961 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1108159.375000 Penalty: 4495.018066
	Iteration 10Q: 3 clusters Score -1108159 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1108328.250000 Penalty: 4495.018066
	Iteration 11Q: 3 clusters Score -1108328 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1108487.500000 Penalty: 4495.018066
	Iteration 12Q: 3 clusters Score -1108488 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1108646.250000 Penalty: 4495.018066
	Iteration 13Q: 3 clusters Score -1108646 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1108772.125000 Penalty: 4495.018066
	Iteration 14Q: 3 clusters Score -1108772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1108894.000000 Penalty: 4495.018066
	Iteration 15Q: 3 clusters Score -1108894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1108990.625000 Penalty: 4495.018066
	Iteration 16Q: 3 clusters Score -1108991 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1109070.375000 Penalty: 4495.018066
	Iteration 17Q: 3 clusters Score -1109070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1109125.875000 Penalty: 4495.018066
	Iteration 18Q: 3 clusters Score -1109126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1109162.250000 Penalty: 4495.018066
	Iteration 19Q: 3 clusters Score -1109162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1109191.625000 Penalty: 4495.018066
	Iteration 20F: 3 clusters Score -1109192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1109220.625000 Penalty: 4495.018066
	Iteration 21Q: 3 clusters Score -1109221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1109232.500000 Penalty: 4495.018066
	Iteration 22Q: 3 clusters Score -1109232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1109243.625000 Penalty: 4495.018066
	Iteration 23Q: 3 clusters Score -1109244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1109254.250000 Penalty: 4495.018066
	Iteration 24Q: 3 clusters Score -1109254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1109257.875000 Penalty: 4495.018066
	Iteration 25Q: 3 clusters Score -1109258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1109263.250000 Penalty: 4495.018066
	Iteration 26Q: 3 clusters Score -1109263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1109264.500000 Penalty: 4495.018066
	Iteration 27Q: 3 clusters Score -1109264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1109269.625000 Penalty: 4495.018066
	Iteration 28Q: 3 clusters Score -1109270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1109270.125000 Penalty: 4495.018066
	Iteration 29Q: 3 clusters Score -1109270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1109273.500000 Penalty: 4495.018066
	Iteration 30Q: 3 clusters Score -1109274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1109277.750000 Penalty: 4495.018066
	Iteration 31Q: 3 clusters Score -1109278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1109281.625000 Penalty: 4495.018066
	Iteration 32Q: 3 clusters Score -1109282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1109284.500000 Penalty: 4495.018066
	Iteration 33Q: 3 clusters Score -1109284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1109286.125000 Penalty: 4495.018066
	Iteration 34Q: 3 clusters Score -1109286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1109292.375000 Penalty: 4495.018066
	Iteration 35Q: 3 clusters Score -1109292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1109293.750000 Penalty: 4495.018066
	Iteration 36Q: 3 clusters Score -1109294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1109295.750000 Penalty: 4495.018066
	Iteration 37Q: 3 clusters Score -1109296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1109297.375000 Penalty: 4495.018066
	Iteration 38Q: 3 clusters Score -1109297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1109299.125000 Penalty: 4495.018066
	Iteration 39Q: 3 clusters Score -1109299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1109300.000000 Penalty: 4495.018066
	Iteration 40F: 3 clusters Score -1109300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1109303.875000 Penalty: 4495.018066
	Iteration 41Q: 3 clusters Score -1109304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1109304.500000 Penalty: 4495.018066
	Iteration 42Q: 3 clusters Score -1109304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1109305.500000 Penalty: 4495.018066
	Iteration 43Q: 3 clusters Score -1109306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1109305.000000 Penalty: 4495.018066
	Iteration 44Q: 3 clusters Score -1109305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1109309.250000 Penalty: 4495.018066
	Iteration 45Q: 3 clusters Score -1109309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1109311.500000 Penalty: 4495.018066
	Iteration 46Q: 3 clusters Score -1109312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1109310.625000 Penalty: 4495.018066
	Iteration 47Q: 3 clusters Score -1109311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1109311.375000 Penalty: 4495.018066
	Iteration 48Q: 3 clusters Score -1109311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1109314.875000 Penalty: 4495.018066
	Iteration 49Q: 3 clusters Score -1109315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1109315.000000 Penalty: 4495.018066
	Iteration 50Q: 3 clusters Score -1109315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1109315.500000 Penalty: 4495.018066
	Iteration 51Q: 3 clusters Score -1109316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1109315.500000 Penalty: 4495.018066
	Iteration 52Q: 3 clusters Score -1109316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1109316.500000 Penalty: 4495.018066
	Iteration 53Q: 3 clusters Score -1109316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1109316.500000 Penalty: 4495.018066
	Iteration 54Q: 3 clusters Score -1109316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1109318.000000 Penalty: 4495.018066
	Iteration 55Q: 3 clusters Score -1109318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1109319.375000 Penalty: 4495.018066
	Iteration 56Q: 3 clusters Score -1109319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1109319.625000 Penalty: 4495.018066
	Iteration 57Q: 3 clusters Score -1109320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1109323.125000 Penalty: 4495.018066
	Iteration 58Q: 3 clusters Score -1109323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1109323.125000 Penalty: 4495.018066
	Iteration 59F: 3 clusters Score -1109323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -683828.437500 Penalty: 2125.823975
	Iteration 0F: 2 clusters Score -683828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -679072.312500 Penalty: 4251.647949
	Iteration 0F: 3 clusters Score -679072.3 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -680205.375000 Penalty: 4251.647949
	Iteration 1F: 3 clusters Score -680205.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -680404.250000 Penalty: 4251.647949
	Iteration 2F: 3 clusters Score -680404.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -680512.500000 Penalty: 4251.647949
	Iteration 3Q: 3 clusters Score -680512.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -680578.500000 Penalty: 4251.647949
	Iteration 4Q: 3 clusters Score -680578.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -680623.062500 Penalty: 4251.647949
	Iteration 5Q: 3 clusters Score -680623.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -680669.750000 Penalty: 4251.647949
	Iteration 6Q: 3 clusters Score -680669.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -680706.500000 Penalty: 4251.647949
	Iteration 7Q: 3 clusters Score -680706.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -680738.562500 Penalty: 4251.647949
	Iteration 8Q: 3 clusters Score -680738.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -680758.062500 Penalty: 4251.647949
	Iteration 9Q: 3 clusters Score -680758.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -680775.500000 Penalty: 4251.647949
	Iteration 10Q: 3 clusters Score -680775.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -680792.375000 Penalty: 4251.647949
	Iteration 11Q: 3 clusters Score -680792.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -680802.437500 Penalty: 4251.647949
	Iteration 12Q: 3 clusters Score -680802.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -680818.375000 Penalty: 4251.647949
	Iteration 13Q: 3 clusters Score -680818.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -680828.000000 Penalty: 4251.647949
	Iteration 14Q: 3 clusters Score -680828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -680838.875000 Penalty: 4251.647949
	Iteration 15Q: 3 clusters Score -680838.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -680851.187500 Penalty: 4251.647949
	Iteration 16Q: 3 clusters Score -680851.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -680864.000000 Penalty: 4251.647949
	Iteration 17Q: 3 clusters Score -680864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -680868.875000 Penalty: 4251.647949
	Iteration 18Q: 3 clusters Score -680868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -680874.562500 Penalty: 4251.647949
	Iteration 19Q: 3 clusters Score -680874.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -680878.062500 Penalty: 4251.647949
	Iteration 20F: 3 clusters Score -680878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -680883.250000 Penalty: 4251.647949
	Iteration 21Q: 3 clusters Score -680883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680889.625000 Penalty: 4251.647949
	Iteration 22Q: 3 clusters Score -680889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -680894.187500 Penalty: 4251.647949
	Iteration 23Q: 3 clusters Score -680894.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -680896.500000 Penalty: 4251.647949
	Iteration 24Q: 3 clusters Score -680896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -680897.812500 Penalty: 4251.647949
	Iteration 25Q: 3 clusters Score -680897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -680900.750000 Penalty: 4251.647949
	Iteration 26Q: 3 clusters Score -680900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -680902.187500 Penalty: 4251.647949
	Iteration 27Q: 3 clusters Score -680902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680903.562500 Penalty: 4251.647949
	Iteration 28Q: 3 clusters Score -680903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680905.125000 Penalty: 4251.647949
	Iteration 29Q: 3 clusters Score -680905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -680904.625000 Penalty: 4251.647949
	Iteration 30Q: 3 clusters Score -680904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -680905.625000 Penalty: 4251.647949
	Iteration 31Q: 3 clusters Score -680905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -680906.375000 Penalty: 4251.647949
	Iteration 32Q: 3 clusters Score -680906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -680906.875000 Penalty: 4251.647949
	Iteration 33Q: 3 clusters Score -680906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -680907.562500 Penalty: 4251.647949
	Iteration 34Q: 3 clusters Score -680907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -680908.250000 Penalty: 4251.647949
	Iteration 35Q: 3 clusters Score -680908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -680908.125000 Penalty: 4251.647949
	Iteration 36Q: 3 clusters Score -680908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -680909.312500 Penalty: 4251.647949
	Iteration 37Q: 3 clusters Score -680909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -680910.250000 Penalty: 4251.647949
	Iteration 38Q: 3 clusters Score -680910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -680909.812500 Penalty: 4251.647949
	Iteration 39Q: 3 clusters Score -680909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680911.375000 Penalty: 4251.647949
	Iteration 40F: 3 clusters Score -680911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -680911.750000 Penalty: 4251.647949
	Iteration 41Q: 3 clusters Score -680911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680914.062500 Penalty: 4251.647949
	Iteration 42Q: 3 clusters Score -680914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680913.562500 Penalty: 4251.647949
	Iteration 43Q: 3 clusters Score -680913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -680912.750000 Penalty: 4251.647949
	Iteration 44Q: 3 clusters Score -680912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -680914.875000 Penalty: 4251.647949
	Iteration 45Q: 3 clusters Score -680914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -680917.000000 Penalty: 4251.647949
	Iteration 46Q: 3 clusters Score -680917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -680917.812500 Penalty: 4251.647949
	Iteration 47Q: 3 clusters Score -680917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -680918.250000 Penalty: 4251.647949
	Iteration 48Q: 3 clusters Score -680918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -680921.500000 Penalty: 4251.647949
	Iteration 49Q: 3 clusters Score -680921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -680921.125000 Penalty: 4251.647949
	Iteration 50Q: 3 clusters Score -680921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -680921.812500 Penalty: 4251.647949
	Iteration 51Q: 3 clusters Score -680921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -680921.750000 Penalty: 4251.647949
	Iteration 52Q: 3 clusters Score -680921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -680921.750000 Penalty: 4251.647949
	Iteration 53F: 3 clusters Score -680921.8 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 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 346 members 
Entering Unmasked Estep 
Score: -63696.585938 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63696.59 nChanged 142
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: -64007.089844 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64007.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64122.222656 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64122.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64198.179688 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -64198.18 nChanged 25
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: -64274.292969 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64274.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64430.531250 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64430.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64551.714844 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64551.71 nChanged 28
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: -64688.460938 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64688.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64884.890625 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64884.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65023.968750 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65023.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65077.878906 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65077.88 nChanged 17
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: -65118.316406 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65118.32 nChanged 10
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: -65145.902344 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65145.9 nChanged 6
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: -65179.519531 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65179.52 nChanged 8
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: -65219.324219 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65219.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65254.363281 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65254.36 nChanged 5
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: -65272.488281 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -65272.49 nChanged 1
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: -65280.812500 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -65280.81 nChanged 1
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: -65283.445312 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -65283.45 nChanged 0
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: -65283.445312 Penalty: 3206.435791
	Iteration 19F: 3 clusters Score -65283.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22572 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 170193 members 
Mstep: Class 8 contains 207267 members 
Mstep: Class 9 contains 166246 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188776 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 158628 members 
Mstep: Class 16 contains 35650 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185741 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 342 members 
Entering Unmasked Estep 
Score: -166412816.000000 Penalty: 80372.445312
Splitting cluster 23 changes total score from -166414496.000000 to -166412816.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22572 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 170193 members 
Mstep: Class 8 contains 207267 members 
Mstep: Class 9 contains 166246 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188776 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 45423 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 158628 members 
Mstep: Class 16 contains 35650 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185741 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414496.000000 Penalty: 76877.992188
Iteration 239Q: 23 clusters Score -1.664145e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22567 members 
Mstep: Class 3 contains 20814 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 170188 members 
Mstep: Class 8 contains 207255 members 
Mstep: Class 9 contains 166268 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188768 members 
Mstep: Class 12 contains 73806 members 
Mstep: Class 13 contains 45414 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 158643 members 
Mstep: Class 16 contains 35643 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185746 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 5304 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414448.000000 Penalty: 76877.992188
Iteration 240F: 23 clusters Score -1.664144e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22553 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 170174 members 
Mstep: Class 8 contains 207265 members 
Mstep: Class 9 contains 166299 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188774 members 
Mstep: Class 12 contains 73801 members 
Mstep: Class 13 contains 45411 members 
Mstep: Class 14 contains 8947 members 
Mstep: Class 15 contains 158645 members 
Mstep: Class 16 contains 35627 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185748 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414496.000000 Penalty: 76877.992188
Iteration 241Q: 23 clusters Score -1.664145e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22547 members 
Mstep: Class 3 contains 20808 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 170162 members 
Mstep: Class 8 contains 207250 members 
Mstep: Class 9 contains 166331 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188777 members 
Mstep: Class 12 contains 73796 members 
Mstep: Class 13 contains 45404 members 
Mstep: Class 14 contains 8945 members 
Mstep: Class 15 contains 158662 members 
Mstep: Class 16 contains 35612 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185756 members 
Mstep: Class 19 contains 7499 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414496.000000 Penalty: 76877.992188
Iteration 242Q: 23 clusters Score -1.664145e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22539 members 
Mstep: Class 3 contains 20806 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 170196 members 
Mstep: Class 8 contains 207227 members 
Mstep: Class 9 contains 166351 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188755 members 
Mstep: Class 12 contains 73801 members 
Mstep: Class 13 contains 45401 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 158641 members 
Mstep: Class 16 contains 35603 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185784 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414288.000000 Penalty: 76877.992188
Iteration 243Q: 23 clusters Score -1.664143e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22529 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 170247 members 
Mstep: Class 8 contains 207197 members 
Mstep: Class 9 contains 166369 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188729 members 
Mstep: Class 12 contains 73800 members 
Mstep: Class 13 contains 45391 members 
Mstep: Class 14 contains 8928 members 
Mstep: Class 15 contains 158619 members 
Mstep: Class 16 contains 35600 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185815 members 
Mstep: Class 19 contains 7501 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414352.000000 Penalty: 76877.992188
Iteration 244Q: 23 clusters Score -1.664144e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22522 members 
Mstep: Class 3 contains 20802 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 170281 members 
Mstep: Class 8 contains 207177 members 
Mstep: Class 9 contains 166407 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188704 members 
Mstep: Class 12 contains 73796 members 
Mstep: Class 13 contains 45371 members 
Mstep: Class 14 contains 8925 members 
Mstep: Class 15 contains 158594 members 
Mstep: Class 16 contains 35598 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185838 members 
Mstep: Class 19 contains 7501 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414432.000000 Penalty: 76877.992188
Iteration 245Q: 23 clusters Score -1.664144e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22515 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 170331 members 
Mstep: Class 8 contains 207145 members 
Mstep: Class 9 contains 166433 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188671 members 
Mstep: Class 12 contains 73801 members 
Mstep: Class 13 contains 45367 members 
Mstep: Class 14 contains 8920 members 
Mstep: Class 15 contains 158594 members 
Mstep: Class 16 contains 35588 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185842 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414592.000000 Penalty: 76877.992188
Iteration 246Q: 23 clusters Score -1.664146e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22509 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 170344 members 
Mstep: Class 8 contains 207149 members 
Mstep: Class 9 contains 166458 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188637 members 
Mstep: Class 12 contains 73807 members 
Mstep: Class 13 contains 45369 members 
Mstep: Class 14 contains 8911 members 
Mstep: Class 15 contains 158618 members 
Mstep: Class 16 contains 35582 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185813 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414512.000000 Penalty: 76877.992188
Iteration 247Q: 23 clusters Score -1.664145e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22506 members 
Mstep: Class 3 contains 20785 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 170334 members 
Mstep: Class 8 contains 207159 members 
Mstep: Class 9 contains 166500 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188598 members 
Mstep: Class 12 contains 73800 members 
Mstep: Class 13 contains 45371 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 158616 members 
Mstep: Class 16 contains 35580 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185816 members 
Mstep: Class 19 contains 7506 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414384.000000 Penalty: 76877.992188
Iteration 248Q: 23 clusters Score -1.664144e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22500 members 
Mstep: Class 3 contains 20779 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 170326 members 
Mstep: Class 8 contains 207166 members 
Mstep: Class 9 contains 166528 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188570 members 
Mstep: Class 12 contains 73799 members 
Mstep: Class 13 contains 45361 members 
Mstep: Class 14 contains 8893 members 
Mstep: Class 15 contains 158643 members 
Mstep: Class 16 contains 35579 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185815 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 20 contains 8615 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414672.000000 Penalty: 76877.992188
Iteration 249Q: 23 clusters Score -1.664147e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22491 members 
Mstep: Class 3 contains 20772 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 170326 members 
Mstep: Class 8 contains 207173 members 
Mstep: Class 9 contains 166560 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188526 members 
Mstep: Class 12 contains 73801 members 
Mstep: Class 13 contains 45350 members 
Mstep: Class 14 contains 8878 members 
Mstep: Class 15 contains 158686 members 
Mstep: Class 16 contains 35570 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185828 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414800.000000 Penalty: 76877.992188
Iteration 250Q: 23 clusters Score -1.664148e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 20763 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 170302 members 
Mstep: Class 8 contains 207154 members 
Mstep: Class 9 contains 166564 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188510 members 
Mstep: Class 12 contains 73798 members 
Mstep: Class 13 contains 45342 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 158707 members 
Mstep: Class 16 contains 35566 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185901 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 8604 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414720.000000 Penalty: 76877.992188
Iteration 251Q: 23 clusters Score -1.664147e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 20748 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 170306 members 
Mstep: Class 8 contains 207151 members 
Mstep: Class 9 contains 166608 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188461 members 
Mstep: Class 12 contains 73802 members 
Mstep: Class 13 contains 45329 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 158756 members 
Mstep: Class 16 contains 35550 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185920 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 8590 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414752.000000 Penalty: 76877.992188
Iteration 252Q: 23 clusters Score -1.664148e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 20733 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2899 members 
Mstep: Class 7 contains 170338 members 
Mstep: Class 8 contains 207120 members 
Mstep: Class 9 contains 166635 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188428 members 
Mstep: Class 12 contains 73812 members 
Mstep: Class 13 contains 45311 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 158801 members 
Mstep: Class 16 contains 35537 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185937 members 
Mstep: Class 19 contains 7512 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414768.000000 Penalty: 76877.992188
Iteration 253Q: 23 clusters Score -1.664148e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22452 members 
Mstep: Class 3 contains 20720 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 170384 members 
Mstep: Class 8 contains 207087 members 
Mstep: Class 9 contains 166656 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188391 members 
Mstep: Class 12 contains 73818 members 
Mstep: Class 13 contains 45298 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 158832 members 
Mstep: Class 16 contains 35525 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185945 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 5443 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414832.000000 Penalty: 76877.992188
Iteration 254Q: 23 clusters Score -1.664148e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22441 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2901 members 
Mstep: Class 7 contains 170432 members 
Mstep: Class 8 contains 207073 members 
Mstep: Class 9 contains 166688 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188338 members 
Mstep: Class 12 contains 73822 members 
Mstep: Class 13 contains 45276 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 158856 members 
Mstep: Class 16 contains 35514 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 185967 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414944.000000 Penalty: 76877.992188
Iteration 255Q: 23 clusters Score -1.664149e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22430 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 170498 members 
Mstep: Class 8 contains 207050 members 
Mstep: Class 9 contains 166721 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188268 members 
Mstep: Class 12 contains 73816 members 
Mstep: Class 13 contains 45257 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 158862 members 
Mstep: Class 16 contains 35500 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186016 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 5449 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166414960.000000 Penalty: 76877.992188
Iteration 256Q: 23 clusters Score -1.66415e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22422 members 
Mstep: Class 3 contains 20696 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 170524 members 
Mstep: Class 8 contains 207021 members 
Mstep: Class 9 contains 166721 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188225 members 
Mstep: Class 12 contains 73819 members 
Mstep: Class 13 contains 45248 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 158901 members 
Mstep: Class 16 contains 35490 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186051 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415008.000000 Penalty: 76877.992188
Iteration 257Q: 23 clusters Score -1.66415e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22415 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 170562 members 
Mstep: Class 8 contains 206993 members 
Mstep: Class 9 contains 166738 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188176 members 
Mstep: Class 12 contains 73814 members 
Mstep: Class 13 contains 45230 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 158921 members 
Mstep: Class 16 contains 35481 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186099 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 5463 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415056.000000 Penalty: 76877.992188
Iteration 258Q: 23 clusters Score -1.664151e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22411 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 170598 members 
Mstep: Class 8 contains 206970 members 
Mstep: Class 9 contains 166767 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188120 members 
Mstep: Class 12 contains 73813 members 
Mstep: Class 13 contains 45215 members 
Mstep: Class 14 contains 8845 members 
Mstep: Class 15 contains 158944 members 
Mstep: Class 16 contains 35469 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186110 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 5474 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415376.000000 Penalty: 76877.992188
Iteration 259Q: 23 clusters Score -1.664154e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22405 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 170638 members 
Mstep: Class 8 contains 206943 members 
Mstep: Class 9 contains 166802 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188070 members 
Mstep: Class 12 contains 73802 members 
Mstep: Class 13 contains 45201 members 
Mstep: Class 14 contains 8845 members 
Mstep: Class 15 contains 158986 members 
Mstep: Class 16 contains 35455 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186118 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415600.000000 Penalty: 76877.992188
Iteration 260F: 23 clusters Score -1.664156e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22398 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 170648 members 
Mstep: Class 8 contains 206945 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188030 members 
Mstep: Class 12 contains 73799 members 
Mstep: Class 13 contains 45183 members 
Mstep: Class 14 contains 8849 members 
Mstep: Class 15 contains 159019 members 
Mstep: Class 16 contains 35444 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186109 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8556 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415360.000000 Penalty: 76877.992188
Iteration 261Q: 23 clusters Score -1.664154e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 20671 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 170680 members 
Mstep: Class 8 contains 206945 members 
Mstep: Class 9 contains 166882 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187999 members 
Mstep: Class 12 contains 73800 members 
Mstep: Class 13 contains 45165 members 
Mstep: Class 14 contains 8849 members 
Mstep: Class 15 contains 159011 members 
Mstep: Class 16 contains 35432 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186120 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415392.000000 Penalty: 76877.992188
Iteration 262Q: 23 clusters Score -1.664154e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22390 members 
Mstep: Class 3 contains 20662 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 170708 members 
Mstep: Class 8 contains 206949 members 
Mstep: Class 9 contains 166929 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187968 members 
Mstep: Class 12 contains 73796 members 
Mstep: Class 13 contains 45150 members 
Mstep: Class 14 contains 8849 members 
Mstep: Class 15 contains 158986 members 
Mstep: Class 16 contains 35422 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186135 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 5499 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415568.000000 Penalty: 76877.992188
Iteration 263Q: 23 clusters Score -1.664156e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22386 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 170747 members 
Mstep: Class 8 contains 206939 members 
Mstep: Class 9 contains 166962 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187947 members 
Mstep: Class 12 contains 73795 members 
Mstep: Class 13 contains 45138 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 158965 members 
Mstep: Class 16 contains 35410 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186161 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415648.000000 Penalty: 76877.992188
Iteration 264Q: 23 clusters Score -1.664156e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22383 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 170774 members 
Mstep: Class 8 contains 206910 members 
Mstep: Class 9 contains 166970 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187931 members 
Mstep: Class 12 contains 73797 members 
Mstep: Class 13 contains 45128 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 158989 members 
Mstep: Class 16 contains 35393 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186175 members 
Mstep: Class 19 contains 7514 members 
Mstep: Class 20 contains 8555 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415520.000000 Penalty: 76877.992188
Iteration 265Q: 23 clusters Score -1.664155e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22382 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 170799 members 
Mstep: Class 8 contains 206893 members 
Mstep: Class 9 contains 166970 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187925 members 
Mstep: Class 12 contains 73791 members 
Mstep: Class 13 contains 45112 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 159028 members 
Mstep: Class 16 contains 35369 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186196 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 8548 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415520.000000 Penalty: 76877.992188
Iteration 266Q: 23 clusters Score -1.664155e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22379 members 
Mstep: Class 3 contains 20624 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 170817 members 
Mstep: Class 8 contains 206884 members 
Mstep: Class 9 contains 166976 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187902 members 
Mstep: Class 12 contains 73793 members 
Mstep: Class 13 contains 45105 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 159054 members 
Mstep: Class 16 contains 35351 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186217 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 8541 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415440.000000 Penalty: 76877.992188
Iteration 267Q: 23 clusters Score -1.664154e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22376 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 170866 members 
Mstep: Class 8 contains 206895 members 
Mstep: Class 9 contains 166985 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187892 members 
Mstep: Class 12 contains 73791 members 
Mstep: Class 13 contains 45104 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 159079 members 
Mstep: Class 16 contains 35340 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186168 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8535 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415696.000000 Penalty: 76877.992188
Iteration 268Q: 23 clusters Score -1.664157e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22371 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 170879 members 
Mstep: Class 8 contains 206907 members 
Mstep: Class 9 contains 166975 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187859 members 
Mstep: Class 12 contains 73794 members 
Mstep: Class 13 contains 45101 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 159105 members 
Mstep: Class 16 contains 35332 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186186 members 
Mstep: Class 19 contains 7519 members 
Mstep: Class 20 contains 8532 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415776.000000 Penalty: 76877.992188
Iteration 269Q: 23 clusters Score -1.664158e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22366 members 
Mstep: Class 3 contains 20594 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 170925 members 
Mstep: Class 8 contains 206888 members 
Mstep: Class 9 contains 166973 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187826 members 
Mstep: Class 12 contains 73784 members 
Mstep: Class 13 contains 45095 members 
Mstep: Class 14 contains 8875 members 
Mstep: Class 15 contains 159135 members 
Mstep: Class 16 contains 35325 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186199 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8526 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416096.000000 Penalty: 76877.992188
Iteration 270Q: 23 clusters Score -1.664161e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22364 members 
Mstep: Class 3 contains 20581 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 170968 members 
Mstep: Class 8 contains 206883 members 
Mstep: Class 9 contains 166940 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187800 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 45091 members 
Mstep: Class 14 contains 8879 members 
Mstep: Class 15 contains 159157 members 
Mstep: Class 16 contains 35306 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186245 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8514 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416080.000000 Penalty: 76877.992188
Iteration 271Q: 23 clusters Score -1.664161e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22362 members 
Mstep: Class 3 contains 20575 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 171015 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 166917 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187774 members 
Mstep: Class 12 contains 73779 members 
Mstep: Class 13 contains 45106 members 
Mstep: Class 14 contains 8890 members 
Mstep: Class 15 contains 159151 members 
Mstep: Class 16 contains 35298 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186264 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8506 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416032.000000 Penalty: 76877.992188
Iteration 272Q: 23 clusters Score -1.66416e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22358 members 
Mstep: Class 3 contains 20567 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 171058 members 
Mstep: Class 8 contains 206865 members 
Mstep: Class 9 contains 166900 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187777 members 
Mstep: Class 12 contains 73764 members 
Mstep: Class 13 contains 45113 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 159170 members 
Mstep: Class 16 contains 35288 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186243 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416080.000000 Penalty: 76877.992188
Iteration 273Q: 23 clusters Score -1.664161e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22355 members 
Mstep: Class 3 contains 20560 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 171110 members 
Mstep: Class 8 contains 206858 members 
Mstep: Class 9 contains 166828 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187768 members 
Mstep: Class 12 contains 73755 members 
Mstep: Class 13 contains 45116 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 159244 members 
Mstep: Class 16 contains 35264 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186253 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 21 contains 5519 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416032.000000 Penalty: 76877.992188
Iteration 274Q: 23 clusters Score -1.66416e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22351 members 
Mstep: Class 3 contains 20556 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 171146 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 166768 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187759 members 
Mstep: Class 12 contains 73761 members 
Mstep: Class 13 contains 45106 members 
Mstep: Class 14 contains 8917 members 
Mstep: Class 15 contains 159286 members 
Mstep: Class 16 contains 35240 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186269 members 
Mstep: Class 19 contains 7521 members 
Mstep: Class 20 contains 8494 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415792.000000 Penalty: 76877.992188
Iteration 275Q: 23 clusters Score -1.664158e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22348 members 
Mstep: Class 3 contains 20552 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 171179 members 
Mstep: Class 8 contains 206867 members 
Mstep: Class 9 contains 166674 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187735 members 
Mstep: Class 12 contains 73759 members 
Mstep: Class 13 contains 45100 members 
Mstep: Class 14 contains 8916 members 
Mstep: Class 15 contains 159361 members 
Mstep: Class 16 contains 35217 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186322 members 
Mstep: Class 19 contains 7521 members 
Mstep: Class 20 contains 8497 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415904.000000 Penalty: 76877.992188
Iteration 276Q: 23 clusters Score -1.664159e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22345 members 
Mstep: Class 3 contains 20542 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 171184 members 
Mstep: Class 8 contains 206836 members 
Mstep: Class 9 contains 166607 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187703 members 
Mstep: Class 12 contains 73755 members 
Mstep: Class 13 contains 45092 members 
Mstep: Class 14 contains 8924 members 
Mstep: Class 15 contains 159443 members 
Mstep: Class 16 contains 35202 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186397 members 
Mstep: Class 19 contains 7523 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415712.000000 Penalty: 76877.992188
Iteration 277Q: 23 clusters Score -1.664157e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22339 members 
Mstep: Class 3 contains 20524 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 171202 members 
Mstep: Class 8 contains 206833 members 
Mstep: Class 9 contains 166507 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187680 members 
Mstep: Class 12 contains 73747 members 
Mstep: Class 13 contains 45082 members 
Mstep: Class 14 contains 8926 members 
Mstep: Class 15 contains 159525 members 
Mstep: Class 16 contains 35191 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186470 members 
Mstep: Class 19 contains 7526 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415760.000000 Penalty: 76877.992188
Iteration 278Q: 23 clusters Score -1.664158e+08 nChanged 1305
Entering ConstructFrom: 
Score: -166415760.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -115198.890625 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -115198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113351.398438 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -113351.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113671.835938 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -113671.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113832.515625 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -113832.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113928.953125 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -113929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113960.710938 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -113960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113982.703125 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -113982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114000.578125 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -114000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114020.765625 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -114020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114048.757812 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -114048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114064.656250 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -114064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114087.179688 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -114087.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114124.882812 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -114124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114151.101562 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -114151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114204.468750 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -114204.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114251.539062 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -114251.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114296.656250 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -114296.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114368.679688 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -114368.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114415.765625 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -114415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114483.390625 Penalty: 3408.575439
	Iteration 18Q: 3 clusters Score -114483.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114553.015625 Penalty: 3408.575439
	Iteration 19Q: 3 clusters Score -114553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -114618.265625 Penalty: 3408.575439
	Iteration 20F: 3 clusters Score -114618.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114700.015625 Penalty: 3408.575439
	Iteration 21Q: 3 clusters Score -114700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114741.164062 Penalty: 3408.575439
	Iteration 22Q: 3 clusters Score -114741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114761.367188 Penalty: 3408.575439
	Iteration 23Q: 3 clusters Score -114761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114779.679688 Penalty: 3408.575439
	Iteration 24Q: 3 clusters Score -114779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114800.726562 Penalty: 3408.575439
	Iteration 25Q: 3 clusters Score -114800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -114813.515625 Penalty: 3408.575439
	Iteration 26Q: 3 clusters Score -114813.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114829.093750 Penalty: 3408.575439
	Iteration 27Q: 3 clusters Score -114829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114845.148438 Penalty: 3408.575439
	Iteration 28Q: 3 clusters Score -114845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114851.281250 Penalty: 3408.575439
	Iteration 29Q: 3 clusters Score -114851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114860.515625 Penalty: 3408.575439
	Iteration 30Q: 3 clusters Score -114860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114865.796875 Penalty: 3408.575439
	Iteration 31Q: 3 clusters Score -114865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114872.687500 Penalty: 3408.575439
	Iteration 32Q: 3 clusters Score -114872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114879.976562 Penalty: 3408.575439
	Iteration 33Q: 3 clusters Score -114880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -114890.039062 Penalty: 3408.575439
	Iteration 34Q: 3 clusters Score -114890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114897.093750 Penalty: 3408.575439
	Iteration 35Q: 3 clusters Score -114897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114905.382812 Penalty: 3408.575439
	Iteration 36Q: 3 clusters Score -114905.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114916.007812 Penalty: 3408.575439
	Iteration 37Q: 3 clusters Score -114916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114926.335938 Penalty: 3408.575439
	Iteration 38Q: 3 clusters Score -114926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114926.335938 Penalty: 3408.575439
	Iteration 39F: 3 clusters Score -114926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Entering Unmasked Estep 
Score: -2879640.750000 Penalty: 2483.427490
	Iteration 0F: 2 clusters Score -2879641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2863931.750000 Penalty: 4966.854980
	Iteration 0F: 3 clusters Score -2863932 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2869422.250000 Penalty: 4966.854980
	Iteration 1F: 3 clusters Score -2869422 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2870035.250000 Penalty: 4966.854980
	Iteration 2F: 3 clusters Score -2870035 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2870580.500000 Penalty: 4966.854980
	Iteration 3F: 3 clusters Score -2870580 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2871096.000000 Penalty: 4966.854980
	Iteration 4Q: 3 clusters Score -2871096 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2871626.250000 Penalty: 4966.854980
	Iteration 5Q: 3 clusters Score -2871626 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2872157.500000 Penalty: 4966.854980
	Iteration 6Q: 3 clusters Score -2872158 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2872695.000000 Penalty: 4966.854980
	Iteration 7Q: 3 clusters Score -2872695 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2873222.500000 Penalty: 4966.854980
	Iteration 8Q: 3 clusters Score -2873222 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2873767.750000 Penalty: 4966.854980
	Iteration 9Q: 3 clusters Score -2873768 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2874381.250000 Penalty: 4966.854980
	Iteration 10Q: 3 clusters Score -2874381 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2875037.250000 Penalty: 4966.854980
	Iteration 11Q: 3 clusters Score -2875037 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2875608.500000 Penalty: 4966.854980
	Iteration 12Q: 3 clusters Score -2875608 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2876048.250000 Penalty: 4966.854980
	Iteration 13Q: 3 clusters Score -2876048 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2876355.250000 Penalty: 4966.854980
	Iteration 14Q: 3 clusters Score -2876355 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2876567.750000 Penalty: 4966.854980
	Iteration 15Q: 3 clusters Score -2876568 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2876716.500000 Penalty: 4966.854980
	Iteration 16Q: 3 clusters Score -2876716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2876832.000000 Penalty: 4966.854980
	Iteration 17Q: 3 clusters Score -2876832 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2876916.500000 Penalty: 4966.854980
	Iteration 18Q: 3 clusters Score -2876916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2876999.500000 Penalty: 4966.854980
	Iteration 19Q: 3 clusters Score -2877000 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2877079.250000 Penalty: 4966.854980
	Iteration 20F: 3 clusters Score -2877079 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2877162.000000 Penalty: 4966.854980
	Iteration 21Q: 3 clusters Score -2877162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2877225.750000 Penalty: 4966.854980
	Iteration 22Q: 3 clusters Score -2877226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2877270.750000 Penalty: 4966.854980
	Iteration 23Q: 3 clusters Score -2877271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2877326.000000 Penalty: 4966.854980
	Iteration 24Q: 3 clusters Score -2877326 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2877357.250000 Penalty: 4966.854980
	Iteration 25Q: 3 clusters Score -2877357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2877396.000000 Penalty: 4966.854980
	Iteration 26Q: 3 clusters Score -2877396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2877413.500000 Penalty: 4966.854980
	Iteration 27Q: 3 clusters Score -2877414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2877451.500000 Penalty: 4966.854980
	Iteration 28Q: 3 clusters Score -2877452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2877475.250000 Penalty: 4966.854980
	Iteration 29Q: 3 clusters Score -2877475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2877496.000000 Penalty: 4966.854980
	Iteration 30Q: 3 clusters Score -2877496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2877511.250000 Penalty: 4966.854980
	Iteration 31Q: 3 clusters Score -2877511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2877527.000000 Penalty: 4966.854980
	Iteration 32Q: 3 clusters Score -2877527 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2877552.750000 Penalty: 4966.854980
	Iteration 33Q: 3 clusters Score -2877553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2877588.250000 Penalty: 4966.854980
	Iteration 34Q: 3 clusters Score -2877588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2877617.500000 Penalty: 4966.854980
	Iteration 35Q: 3 clusters Score -2877618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2877638.750000 Penalty: 4966.854980
	Iteration 36Q: 3 clusters Score -2877639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2877680.000000 Penalty: 4966.854980
	Iteration 37Q: 3 clusters Score -2877680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2877704.000000 Penalty: 4966.854980
	Iteration 38Q: 3 clusters Score -2877704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2877726.000000 Penalty: 4966.854980
	Iteration 39Q: 3 clusters Score -2877726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2877745.000000 Penalty: 4966.854980
	Iteration 40F: 3 clusters Score -2877745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2877760.750000 Penalty: 4966.854980
	Iteration 41Q: 3 clusters Score -2877761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2877783.000000 Penalty: 4966.854980
	Iteration 42Q: 3 clusters Score -2877783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2877809.000000 Penalty: 4966.854980
	Iteration 43Q: 3 clusters Score -2877809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2877821.000000 Penalty: 4966.854980
	Iteration 44Q: 3 clusters Score -2877821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2877841.250000 Penalty: 4966.854980
	Iteration 45Q: 3 clusters Score -2877841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2877873.000000 Penalty: 4966.854980
	Iteration 46Q: 3 clusters Score -2877873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2877881.500000 Penalty: 4966.854980
	Iteration 47Q: 3 clusters Score -2877882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2877906.500000 Penalty: 4966.854980
	Iteration 48Q: 3 clusters Score -2877906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2877913.000000 Penalty: 4966.854980
	Iteration 49Q: 3 clusters Score -2877913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2877922.250000 Penalty: 4966.854980
	Iteration 50Q: 3 clusters Score -2877922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2877937.750000 Penalty: 4966.854980
	Iteration 51Q: 3 clusters Score -2877938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2877941.000000 Penalty: 4966.854980
	Iteration 52Q: 3 clusters Score -2877941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2877952.000000 Penalty: 4966.854980
	Iteration 53Q: 3 clusters Score -2877952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2877963.250000 Penalty: 4966.854980
	Iteration 54Q: 3 clusters Score -2877963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2877979.750000 Penalty: 4966.854980
	Iteration 55Q: 3 clusters Score -2877980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2877985.500000 Penalty: 4966.854980
	Iteration 56Q: 3 clusters Score -2877986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2877996.500000 Penalty: 4966.854980
	Iteration 57Q: 3 clusters Score -2877996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2878009.000000 Penalty: 4966.854980
	Iteration 58Q: 3 clusters Score -2878009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2878016.000000 Penalty: 4966.854980
	Iteration 59Q: 3 clusters Score -2878016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2878030.250000 Penalty: 4966.854980
	Iteration 60F: 3 clusters Score -2878030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2878041.750000 Penalty: 4966.854980
	Iteration 61Q: 3 clusters Score -2878042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2878051.000000 Penalty: 4966.854980
	Iteration 62Q: 3 clusters Score -2878051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2878055.250000 Penalty: 4966.854980
	Iteration 63Q: 3 clusters Score -2878055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2878059.000000 Penalty: 4966.854980
	Iteration 64Q: 3 clusters Score -2878059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2878071.000000 Penalty: 4966.854980
	Iteration 65Q: 3 clusters Score -2878071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2878075.750000 Penalty: 4966.854980
	Iteration 66Q: 3 clusters Score -2878076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2878086.000000 Penalty: 4966.854980
	Iteration 67Q: 3 clusters Score -2878086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2878097.500000 Penalty: 4966.854980
	Iteration 68Q: 3 clusters Score -2878098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2878103.250000 Penalty: 4966.854980
	Iteration 69Q: 3 clusters Score -2878103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2878105.250000 Penalty: 4966.854980
	Iteration 70Q: 3 clusters Score -2878105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2878110.250000 Penalty: 4966.854980
	Iteration 71Q: 3 clusters Score -2878110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2878116.000000 Penalty: 4966.854980
	Iteration 72Q: 3 clusters Score -2878116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2878116.750000 Penalty: 4966.854980
	Iteration 73Q: 3 clusters Score -2878117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2878120.500000 Penalty: 4966.854980
	Iteration 74Q: 3 clusters Score -2878120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2878118.250000 Penalty: 4966.854980
	Iteration 75Q: 3 clusters Score -2878118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2878124.500000 Penalty: 4966.854980
	Iteration 76Q: 3 clusters Score -2878124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2878126.500000 Penalty: 4966.854980
	Iteration 77Q: 3 clusters Score -2878126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2878124.250000 Penalty: 4966.854980
	Iteration 78Q: 3 clusters Score -2878124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2878126.500000 Penalty: 4966.854980
	Iteration 79Q: 3 clusters Score -2878126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2878123.750000 Penalty: 4966.854980
	Iteration 80F: 3 clusters Score -2878124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2878120.000000 Penalty: 4966.854980
	Iteration 81Q: 3 clusters Score -2878120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2878126.750000 Penalty: 4966.854980
	Iteration 82Q: 3 clusters Score -2878127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2878129.250000 Penalty: 4966.854980
	Iteration 83Q: 3 clusters Score -2878129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2878130.000000 Penalty: 4966.854980
	Iteration 84Q: 3 clusters Score -2878130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2878131.250000 Penalty: 4966.854980
	Iteration 85Q: 3 clusters Score -2878131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2878134.500000 Penalty: 4966.854980
	Iteration 86Q: 3 clusters Score -2878134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2878136.000000 Penalty: 4966.854980
	Iteration 87Q: 3 clusters Score -2878136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2878135.750000 Penalty: 4966.854980
	Iteration 88Q: 3 clusters Score -2878136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2878135.750000 Penalty: 4966.854980
	Iteration 89Q: 3 clusters Score -2878136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2878135.750000 Penalty: 4966.854980
	Iteration 90Q: 3 clusters Score -2878136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2878136.500000 Penalty: 4966.854980
	Iteration 91Q: 3 clusters Score -2878136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2878137.250000 Penalty: 4966.854980
	Iteration 92Q: 3 clusters Score -2878137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2878138.500000 Penalty: 4966.854980
	Iteration 93Q: 3 clusters Score -2878138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2878137.250000 Penalty: 4966.854980
	Iteration 94Q: 3 clusters Score -2878137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2878136.000000 Penalty: 4966.854980
	Iteration 95Q: 3 clusters Score -2878136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2878135.250000 Penalty: 4966.854980
	Iteration 96Q: 3 clusters Score -2878135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2878136.250000 Penalty: 4966.854980
	Iteration 97Q: 3 clusters Score -2878136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2878136.250000 Penalty: 4966.854980
	Iteration 98F: 3 clusters Score -2878136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Entering Unmasked Estep 
Score: -2670934.250000 Penalty: 2462.261230
	Iteration 0F: 2 clusters Score -2670934 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 10266 members 
Entering Unmasked Estep 
Score: -2656470.750000 Penalty: 4924.522461
	Iteration 0F: 3 clusters Score -2656471 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2661350.250000 Penalty: 4924.522461
	Iteration 1F: 3 clusters Score -2661350 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2661726.750000 Penalty: 4924.522461
	Iteration 2F: 3 clusters Score -2661727 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2662041.250000 Penalty: 4924.522461
	Iteration 3Q: 3 clusters Score -2662041 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2662345.250000 Penalty: 4924.522461
	Iteration 4Q: 3 clusters Score -2662345 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2662662.750000 Penalty: 4924.522461
	Iteration 5Q: 3 clusters Score -2662663 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2663016.250000 Penalty: 4924.522461
	Iteration 6Q: 3 clusters Score -2663016 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2663424.250000 Penalty: 4924.522461
	Iteration 7Q: 3 clusters Score -2663424 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2663861.750000 Penalty: 4924.522461
	Iteration 8Q: 3 clusters Score -2663862 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2664354.250000 Penalty: 4924.522461
	Iteration 9Q: 3 clusters Score -2664354 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2664805.250000 Penalty: 4924.522461
	Iteration 10Q: 3 clusters Score -2664805 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2665272.750000 Penalty: 4924.522461
	Iteration 11Q: 3 clusters Score -2665273 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2665711.000000 Penalty: 4924.522461
	Iteration 12Q: 3 clusters Score -2665711 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2666083.250000 Penalty: 4924.522461
	Iteration 13Q: 3 clusters Score -2666083 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2666324.250000 Penalty: 4924.522461
	Iteration 14Q: 3 clusters Score -2666324 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2666465.750000 Penalty: 4924.522461
	Iteration 15Q: 3 clusters Score -2666466 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2666570.750000 Penalty: 4924.522461
	Iteration 16Q: 3 clusters Score -2666571 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2666619.250000 Penalty: 4924.522461
	Iteration 17Q: 3 clusters Score -2666619 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2666661.750000 Penalty: 4924.522461
	Iteration 18Q: 3 clusters Score -2666662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2666692.750000 Penalty: 4924.522461
	Iteration 19Q: 3 clusters Score -2666693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2666721.000000 Penalty: 4924.522461
	Iteration 20F: 3 clusters Score -2666721 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2666735.000000 Penalty: 4924.522461
	Iteration 21Q: 3 clusters Score -2666735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2666755.500000 Penalty: 4924.522461
	Iteration 22Q: 3 clusters Score -2666756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2666766.750000 Penalty: 4924.522461
	Iteration 23Q: 3 clusters Score -2666767 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2666789.750000 Penalty: 4924.522461
	Iteration 24Q: 3 clusters Score -2666790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2666810.500000 Penalty: 4924.522461
	Iteration 25Q: 3 clusters Score -2666810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2666820.000000 Penalty: 4924.522461
	Iteration 26Q: 3 clusters Score -2666820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2666821.000000 Penalty: 4924.522461
	Iteration 27Q: 3 clusters Score -2666821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2666839.750000 Penalty: 4924.522461
	Iteration 28Q: 3 clusters Score -2666840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2666856.500000 Penalty: 4924.522461
	Iteration 29Q: 3 clusters Score -2666856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2666887.000000 Penalty: 4924.522461
	Iteration 30Q: 3 clusters Score -2666887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2666907.750000 Penalty: 4924.522461
	Iteration 31Q: 3 clusters Score -2666908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2666916.750000 Penalty: 4924.522461
	Iteration 32Q: 3 clusters Score -2666917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2666929.500000 Penalty: 4924.522461
	Iteration 33Q: 3 clusters Score -2666930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2666941.000000 Penalty: 4924.522461
	Iteration 34Q: 3 clusters Score -2666941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2666952.500000 Penalty: 4924.522461
	Iteration 35Q: 3 clusters Score -2666952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2666971.000000 Penalty: 4924.522461
	Iteration 36Q: 3 clusters Score -2666971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2666983.750000 Penalty: 4924.522461
	Iteration 37Q: 3 clusters Score -2666984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2666996.500000 Penalty: 4924.522461
	Iteration 38Q: 3 clusters Score -2666996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2667013.500000 Penalty: 4924.522461
	Iteration 39Q: 3 clusters Score -2667014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2667023.500000 Penalty: 4924.522461
	Iteration 40F: 3 clusters Score -2667024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2667045.500000 Penalty: 4924.522461
	Iteration 41Q: 3 clusters Score -2667046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2667058.500000 Penalty: 4924.522461
	Iteration 42Q: 3 clusters Score -2667058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2667064.500000 Penalty: 4924.522461
	Iteration 43Q: 3 clusters Score -2667064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2667092.250000 Penalty: 4924.522461
	Iteration 44Q: 3 clusters Score -2667092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2667116.250000 Penalty: 4924.522461
	Iteration 45Q: 3 clusters Score -2667116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2667136.000000 Penalty: 4924.522461
	Iteration 46Q: 3 clusters Score -2667136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2667147.750000 Penalty: 4924.522461
	Iteration 47Q: 3 clusters Score -2667148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2667160 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2667189 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2667214 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2667236 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2667258 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2667288 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2667319.250000 Penalty: 4924.522461
	Iteration 54Q: 3 clusters Score -2667319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2667343 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2667349 nChanged 80
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Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2667373 nChanged 86
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Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2667396 nChanged 69
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Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2667413 nChanged 68
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Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2667424 nChanged 61
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2667453 nChanged 86
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Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2667474 nChanged 81
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Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2667485 nChanged 83
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Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2667614 nChanged 110
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Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2667645 nChanged 101
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2667660 nChanged 120
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Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2667760 nChanged 96
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Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2667785 nChanged 102
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Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17528 members 
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2667909 nChanged 118
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Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2667950 nChanged 126
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Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2212 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2668102 nChanged 104
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2668129 nChanged 81
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Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2668155 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2668196 nChanged 86
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2668301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2668338 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2668355 nChanged 44
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Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2668370 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2668382 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2668395 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2668412 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2668432 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2668442 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2668453 nChanged 31
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Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2668469 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2668473 nChanged 30
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Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2668493 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2668503 nChanged 35
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Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2668520 nChanged 45
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Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2668536 nChanged 34
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Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2668555 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19519 members 
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	Iteration 109Q: 3 clusters Score -2668565 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2668572 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2668572 nChanged 10
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Mstep: Class 1 contains 939 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2668580 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2668585 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2668587 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 916 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2668589 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19595 members 
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	Iteration 116Q: 3 clusters Score -2668597 nChanged 11
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Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2668598 nChanged 11
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Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2668602 nChanged 13
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Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2668609 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2668614 nChanged 10
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2668621 nChanged 8
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Mstep: Class 1 contains 846 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2668626 nChanged 7
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Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2668630 nChanged 10
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2668631 nChanged 7
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2668632 nChanged 5
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Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19685 members 
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	Iteration 126Q: 3 clusters Score -2668634 nChanged 7
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	Iteration 127Q: 3 clusters Score -2668636 nChanged 4
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Mstep: Class 1 contains 810 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2668640 nChanged 3
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Mstep: Class 1 contains 807 members 
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	Iteration 129Q: 3 clusters Score -2668640 nChanged 4
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Mstep: Class 1 contains 803 members 
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	Iteration 130Q: 3 clusters Score -2668640 nChanged 3
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	Iteration 131Q: 3 clusters Score -2668643 nChanged 5
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	Iteration 132Q: 3 clusters Score -2668644 nChanged 5
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	Iteration 133Q: 3 clusters Score -2668648 nChanged 9
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	Iteration 134Q: 3 clusters Score -2668658 nChanged 14
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Mstep: Class 1 contains 773 members 
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	Iteration 135Q: 3 clusters Score -2668666 nChanged 7
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	Iteration 136Q: 3 clusters Score -2668667 nChanged 8
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2668672 nChanged 6
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2668675 nChanged 12
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	Iteration 139Q: 3 clusters Score -2668683 nChanged 10
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	Iteration 140F: 3 clusters Score -2668687 nChanged 9
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Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2668686.750000 Penalty: 4924.522461
	Iteration 141Q: 3 clusters Score -2668687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2668692.750000 Penalty: 4924.522461
	Iteration 142Q: 3 clusters Score -2668693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2668692.750000 Penalty: 4924.522461
	Iteration 143Q: 3 clusters Score -2668693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2668688.750000 Penalty: 4924.522461
	Iteration 144Q: 3 clusters Score -2668689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2668689.500000 Penalty: 4924.522461
	Iteration 145Q: 3 clusters Score -2668690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2668689.500000 Penalty: 4924.522461
	Iteration 146F: 3 clusters Score -2668690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -542713.375000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -542713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -538699.437500 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -538699.4 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -539606.625000 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -539606.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -539821.375000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -539821.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -539933.375000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -539933.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -539999.250000 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -539999.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -540040.687500 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -540040.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -540074.875000 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -540074.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -540108.625000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -540108.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -540145.750000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -540145.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -540187.000000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -540187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -540227.312500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -540227.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -540256.062500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -540256.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -540280.000000 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -540280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -540304.812500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -540304.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -540331.562500 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -540331.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -540359.875000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -540359.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -540392.375000 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -540392.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -540421.437500 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -540421.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -540452.625000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -540452.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -540473.500000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -540473.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -540495.062500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -540495.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -540508.312500 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -540508.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -540517.812500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -540517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -540524.312500 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -540524.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -540534.312500 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -540534.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -540541.812500 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -540541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -540547.312500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -540547.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -540550.750000 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -540550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -540551.812500 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -540551.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -540554.625000 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -540554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -540562.062500 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -540562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -540570.187500 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -540570.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -540579.250000 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -540579.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -540590.375000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -540590.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -540602.187500 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -540602.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -540622.375000 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -540622.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -540648.687500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -540648.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -540678.125000 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -540678.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -540704.187500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -540704.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -540728.687500 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -540728.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -540750.312500 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -540750.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -540770.500000 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -540770.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -540794.375000 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -540794.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -540814.937500 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -540814.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -540842.062500 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -540842.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -540865.875000 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -540865.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -540889.937500 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -540889.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -540923.937500 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -540923.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -540954.437500 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -540954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -540986.062500 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -540986.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -541020.250000 Penalty: 4151.676758
	Iteration 50Q: 3 clusters Score -541020.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -541049.125000 Penalty: 4151.676758
	Iteration 51Q: 3 clusters Score -541049.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -541077.687500 Penalty: 4151.676758
	Iteration 52Q: 3 clusters Score -541077.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -541099.750000 Penalty: 4151.676758
	Iteration 53Q: 3 clusters Score -541099.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -541113.437500 Penalty: 4151.676758
	Iteration 54Q: 3 clusters Score -541113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -541123.437500 Penalty: 4151.676758
	Iteration 55Q: 3 clusters Score -541123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -541130.500000 Penalty: 4151.676758
	Iteration 56Q: 3 clusters Score -541130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -541138.875000 Penalty: 4151.676758
	Iteration 57Q: 3 clusters Score -541138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -541143.375000 Penalty: 4151.676758
	Iteration 58Q: 3 clusters Score -541143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -541148.312500 Penalty: 4151.676758
	Iteration 59Q: 3 clusters Score -541148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -541151.625000 Penalty: 4151.676758
	Iteration 60F: 3 clusters Score -541151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -541154.750000 Penalty: 4151.676758
	Iteration 61Q: 3 clusters Score -541154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -541158.562500 Penalty: 4151.676758
	Iteration 62Q: 3 clusters Score -541158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -541163.062500 Penalty: 4151.676758
	Iteration 63Q: 3 clusters Score -541163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -541168.875000 Penalty: 4151.676758
	Iteration 64Q: 3 clusters Score -541168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -541174.125000 Penalty: 4151.676758
	Iteration 65Q: 3 clusters Score -541174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -541177.562500 Penalty: 4151.676758
	Iteration 66Q: 3 clusters Score -541177.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -541180.000000 Penalty: 4151.676758
	Iteration 67Q: 3 clusters Score -541180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -541184.812500 Penalty: 4151.676758
	Iteration 68Q: 3 clusters Score -541184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -541185.812500 Penalty: 4151.676758
	Iteration 69Q: 3 clusters Score -541185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -541188.500000 Penalty: 4151.676758
	Iteration 70Q: 3 clusters Score -541188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -541189.562500 Penalty: 4151.676758
	Iteration 71Q: 3 clusters Score -541189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -541190.812500 Penalty: 4151.676758
	Iteration 72Q: 3 clusters Score -541190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -541190.375000 Penalty: 4151.676758
	Iteration 73Q: 3 clusters Score -541190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -541190.375000 Penalty: 4151.676758
	Iteration 74F: 3 clusters Score -541190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51135.695312 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51135.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51451.113281 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51451.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51605.933594 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51605.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51693.652344 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -51693.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51754.554688 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51754.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51794.246094 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51794.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51841.300781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51868.328125 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51868.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51894.421875 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -51894.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51920.640625 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -51920.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51938.136719 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -51938.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51950.855469 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -51950.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51955.648438 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -51955.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51959.312500 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -51959.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51960.664062 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -51960.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51962.285156 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -51962.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51962.285156 Penalty: 3104.752441
	Iteration 16F: 3 clusters Score -51962.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -333991.500000 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -333991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331018.125000 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -331018.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -332041.093750 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -332041.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -332472.906250 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -332472.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332805.093750 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -332805.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -333076.906250 Penalty: 3938.529541
	Iteration 4F: 3 clusters Score -333076.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -333250.375000 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -333250.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -333371.343750 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -333371.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -333440.843750 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -333440.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -333507.437500 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -333507.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -333569.343750 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -333569.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -333619.437500 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -333619.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -333673.437500 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -333673.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -333714.375000 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -333714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -333750.906250 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -333750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -333778.843750 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -333778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -333795.625000 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -333795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -333808.500000 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -333808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -333810.187500 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -333810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -333811.062500 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -333811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -333836.093750 Penalty: 3938.529541
	Iteration 19F: 3 clusters Score -333836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -333899.250000 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -333899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -333954.656250 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -333954.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -333991.281250 Penalty: 3938.529541
	Iteration 22Q: 3 clusters Score -333991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -334000.312500 Penalty: 3938.529541
	Iteration 23Q: 3 clusters Score -334000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -334004.812500 Penalty: 3938.529541
	Iteration 24Q: 3 clusters Score -334004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -334008.656250 Penalty: 3938.529541
	Iteration 25Q: 3 clusters Score -334008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -334010.125000 Penalty: 3938.529541
	Iteration 26Q: 3 clusters Score -334010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -334010.562500 Penalty: 3938.529541
	Iteration 27Q: 3 clusters Score -334010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -334010.562500 Penalty: 3938.529541
	Iteration 28F: 3 clusters Score -334010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 20506 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 171209 members 
Mstep: Class 8 contains 206859 members 
Mstep: Class 9 contains 166426 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187695 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 159602 members 
Mstep: Class 16 contains 35174 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186484 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166414352.000000 Penalty: 80372.445312
Splitting cluster 6 changes total score from -166415760.000000 to -166414352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (171209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Entering Unmasked Estep 
Score: -21966228.000000 Penalty: 2988.558838
	Iteration 0F: 2 clusters Score -2.196623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -21852186.000000 Penalty: 5977.117676
	Iteration 0F: 3 clusters Score -2.185219e+07 nChanged 82140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -21900414.000000 Penalty: 5977.117676
	Iteration 1F: 3 clusters Score -2.190041e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -21901700.000000 Penalty: 5977.117676
	Iteration 2Q: 3 clusters Score -2.19017e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -21904230.000000 Penalty: 5977.117676
	Iteration 3Q: 3 clusters Score -2.190423e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -21908738.000000 Penalty: 5977.117676
	Iteration 4Q: 3 clusters Score -2.190874e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -21916216.000000 Penalty: 5977.117676
	Iteration 5F: 3 clusters Score -2.191622e+07 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -21927420.000000 Penalty: 5977.117676
	Iteration 6F: 3 clusters Score -2.192742e+07 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 116725 members 
Entering Unmasked Estep 
Score: -21941418.000000 Penalty: 5977.117676
	Iteration 7F: 3 clusters Score -2.194142e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -21952628.000000 Penalty: 5977.117676
	Iteration 8F: 3 clusters Score -2.195263e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -21957408.000000 Penalty: 5977.117676
	Iteration 9Q: 3 clusters Score -2.195741e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -21959126.000000 Penalty: 5977.117676
	Iteration 10Q: 3 clusters Score -2.195913e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -21960342.000000 Penalty: 5977.117676
	Iteration 11Q: 3 clusters Score -2.196034e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 132836 members 
Entering Unmasked Estep 
Score: -21961182.000000 Penalty: 5977.117676
	Iteration 12Q: 3 clusters Score -2.196118e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -21961808.000000 Penalty: 5977.117676
	Iteration 13Q: 3 clusters Score -2.196181e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -21962302.000000 Penalty: 5977.117676
	Iteration 14Q: 3 clusters Score -2.19623e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 136723 members 
Entering Unmasked Estep 
Score: -21962654.000000 Penalty: 5977.117676
	Iteration 15Q: 3 clusters Score -2.196265e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -21962860.000000 Penalty: 5977.117676
	Iteration 16Q: 3 clusters Score -2.196286e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -21963012.000000 Penalty: 5977.117676
	Iteration 17Q: 3 clusters Score -2.196301e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 139889 members 
Entering Unmasked Estep 
Score: -21963344.000000 Penalty: 5977.117676
	Iteration 18Q: 3 clusters Score -2.196334e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -21963526.000000 Penalty: 5977.117676
	Iteration 19Q: 3 clusters Score -2.196353e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 141882 members 
Entering Unmasked Estep 
Score: -21963768.000000 Penalty: 5977.117676
	Iteration 20F: 3 clusters Score -2.196377e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -21964062.000000 Penalty: 5977.117676
	Iteration 21Q: 3 clusters Score -2.196406e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 143903 members 
Entering Unmasked Estep 
Score: -21964332.000000 Penalty: 5977.117676
	Iteration 22Q: 3 clusters Score -2.196433e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -21964546.000000 Penalty: 5977.117676
	Iteration 23Q: 3 clusters Score -2.196455e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -21964772.000000 Penalty: 5977.117676
	Iteration 24Q: 3 clusters Score -2.196477e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 146697 members 
Entering Unmasked Estep 
Score: -21964988.000000 Penalty: 5977.117676
	Iteration 25Q: 3 clusters Score -2.196499e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -21965146.000000 Penalty: 5977.117676
	Iteration 26Q: 3 clusters Score -2.196515e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 148411 members 
Entering Unmasked Estep 
Score: -21965362.000000 Penalty: 5977.117676
	Iteration 27Q: 3 clusters Score -2.196536e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 149266 members 
Entering Unmasked Estep 
Score: -21965596.000000 Penalty: 5977.117676
	Iteration 28Q: 3 clusters Score -2.19656e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -21965770.000000 Penalty: 5977.117676
	Iteration 29Q: 3 clusters Score -2.196577e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -21965920.000000 Penalty: 5977.117676
	Iteration 30Q: 3 clusters Score -2.196592e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -21965928.000000 Penalty: 5977.117676
	Iteration 31Q: 3 clusters Score -2.196593e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -21966004.000000 Penalty: 5977.117676
	Iteration 32Q: 3 clusters Score -2.1966e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 152760 members 
Entering Unmasked Estep 
Score: -21966098.000000 Penalty: 5977.117676
	Iteration 33Q: 3 clusters Score -2.19661e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -21966322.000000 Penalty: 5977.117676
	Iteration 34Q: 3 clusters Score -2.196632e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -21966408.000000 Penalty: 5977.117676
	Iteration 35Q: 3 clusters Score -2.196641e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -21966504.000000 Penalty: 5977.117676
	Iteration 36Q: 3 clusters Score -2.19665e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -21966520.000000 Penalty: 5977.117676
	Iteration 37Q: 3 clusters Score -2.196652e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -21966566.000000 Penalty: 5977.117676
	Iteration 38Q: 3 clusters Score -2.196657e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 156506 members 
Entering Unmasked Estep 
Score: -21966620.000000 Penalty: 5977.117676
	Iteration 39Q: 3 clusters Score -2.196662e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -21966762.000000 Penalty: 5977.117676
	Iteration 40F: 3 clusters Score -2.196676e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -21966866.000000 Penalty: 5977.117676
	Iteration 41Q: 3 clusters Score -2.196687e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -21966876.000000 Penalty: 5977.117676
	Iteration 42Q: 3 clusters Score -2.196688e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -21966980.000000 Penalty: 5977.117676
	Iteration 43Q: 3 clusters Score -2.196698e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -21967060.000000 Penalty: 5977.117676
	Iteration 44Q: 3 clusters Score -2.196706e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -21967126.000000 Penalty: 5977.117676
	Iteration 45Q: 3 clusters Score -2.196713e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 160089 members 
Entering Unmasked Estep 
Score: -21967142.000000 Penalty: 5977.117676
	Iteration 46Q: 3 clusters Score -2.196714e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 160500 members 
Entering Unmasked Estep 
Score: -21967160.000000 Penalty: 5977.117676
	Iteration 47Q: 3 clusters Score -2.196716e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -21967164.000000 Penalty: 5977.117676
	Iteration 48Q: 3 clusters Score -2.196716e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 161197 members 
Entering Unmasked Estep 
Score: -21967112.000000 Penalty: 5977.117676
	Iteration 49Q: 3 clusters Score -2.196711e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 161489 members 
Entering Unmasked Estep 
Score: -21967154.000000 Penalty: 5977.117676
	Iteration 50Q: 3 clusters Score -2.196715e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -21967156.000000 Penalty: 5977.117676
	Iteration 51Q: 3 clusters Score -2.196716e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 161964 members 
Entering Unmasked Estep 
Score: -21967102.000000 Penalty: 5977.117676
	Iteration 52Q: 3 clusters Score -2.19671e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -21967104.000000 Penalty: 5977.117676
	Iteration 53Q: 3 clusters Score -2.19671e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 162337 members 
Entering Unmasked Estep 
Score: -21967052.000000 Penalty: 5977.117676
	Iteration 54Q: 3 clusters Score -2.196705e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -21967124.000000 Penalty: 5977.117676
	Iteration 55Q: 3 clusters Score -2.196712e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -21967102.000000 Penalty: 5977.117676
	Iteration 56Q: 3 clusters Score -2.19671e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -21967066.000000 Penalty: 5977.117676
	Iteration 57Q: 3 clusters Score -2.196707e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -21967088.000000 Penalty: 5977.117676
	Iteration 58Q: 3 clusters Score -2.196709e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -21967068.000000 Penalty: 5977.117676
	Iteration 59Q: 3 clusters Score -2.196707e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -21967046.000000 Penalty: 5977.117676
	Iteration 60F: 3 clusters Score -2.196705e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 163559 members 
Entering Unmasked Estep 
Score: -21967084.000000 Penalty: 5977.117676
	Iteration 61Q: 3 clusters Score -2.196708e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -21967044.000000 Penalty: 5977.117676
	Iteration 62Q: 3 clusters Score -2.196704e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -21967050.000000 Penalty: 5977.117676
	Iteration 63Q: 3 clusters Score -2.196705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -21967042.000000 Penalty: 5977.117676
	Iteration 64Q: 3 clusters Score -2.196704e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -21967032.000000 Penalty: 5977.117676
	Iteration 65Q: 3 clusters Score -2.196703e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -21967030.000000 Penalty: 5977.117676
	Iteration 66Q: 3 clusters Score -2.196703e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 164430 members 
Entering Unmasked Estep 
Score: -21967018.000000 Penalty: 5977.117676
	Iteration 67Q: 3 clusters Score -2.196702e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -21966986.000000 Penalty: 5977.117676
	Iteration 68Q: 3 clusters Score -2.196699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -21966984.000000 Penalty: 5977.117676
	Iteration 69Q: 3 clusters Score -2.196698e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -21966972.000000 Penalty: 5977.117676
	Iteration 70Q: 3 clusters Score -2.196697e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 164771 members 
Entering Unmasked Estep 
Score: -21966952.000000 Penalty: 5977.117676
	Iteration 71Q: 3 clusters Score -2.196695e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -21966950.000000 Penalty: 5977.117676
	Iteration 72Q: 3 clusters Score -2.196695e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -21966958.000000 Penalty: 5977.117676
	Iteration 73Q: 3 clusters Score -2.196696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -21966880.000000 Penalty: 5977.117676
	Iteration 74Q: 3 clusters Score -2.196688e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -21966912.000000 Penalty: 5977.117676
	Iteration 75Q: 3 clusters Score -2.196691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -21966892.000000 Penalty: 5977.117676
	Iteration 76Q: 3 clusters Score -2.196689e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -21966872.000000 Penalty: 5977.117676
	Iteration 77Q: 3 clusters Score -2.196687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -21966840.000000 Penalty: 5977.117676
	Iteration 78Q: 3 clusters Score -2.196684e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -21966790.000000 Penalty: 5977.117676
	Iteration 79Q: 3 clusters Score -2.196679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -21966802.000000 Penalty: 5977.117676
	Iteration 80F: 3 clusters Score -2.19668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -21966762.000000 Penalty: 5977.117676
	Iteration 81Q: 3 clusters Score -2.196676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -21966786.000000 Penalty: 5977.117676
	Iteration 82Q: 3 clusters Score -2.196679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 165390 members 
Entering Unmasked Estep 
Score: -21966774.000000 Penalty: 5977.117676
	Iteration 83Q: 3 clusters Score -2.196677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -21966742.000000 Penalty: 5977.117676
	Iteration 84Q: 3 clusters Score -2.196674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -21966752.000000 Penalty: 5977.117676
	Iteration 85Q: 3 clusters Score -2.196675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -21966738.000000 Penalty: 5977.117676
	Iteration 86Q: 3 clusters Score -2.196674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 165460 members 
Entering Unmasked Estep 
Score: -21966742.000000 Penalty: 5977.117676
	Iteration 87Q: 3 clusters Score -2.196674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -21966738.000000 Penalty: 5977.117676
	Iteration 88Q: 3 clusters Score -2.196674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -21966744.000000 Penalty: 5977.117676
	Iteration 89Q: 3 clusters Score -2.196674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -21966734.000000 Penalty: 5977.117676
	Iteration 90Q: 3 clusters Score -2.196673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -21966732.000000 Penalty: 5977.117676
	Iteration 91Q: 3 clusters Score -2.196673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 165535 members 
Entering Unmasked Estep 
Score: -21966716.000000 Penalty: 5977.117676
	Iteration 92Q: 3 clusters Score -2.196672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -21966716.000000 Penalty: 5977.117676
	Iteration 93Q: 3 clusters Score -2.196672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -21966694.000000 Penalty: 5977.117676
	Iteration 94Q: 3 clusters Score -2.196669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 95Q: 3 clusters Score -2.196668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -21966674.000000 Penalty: 5977.117676
	Iteration 96Q: 3 clusters Score -2.196667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -21966656.000000 Penalty: 5977.117676
	Iteration 97Q: 3 clusters Score -2.196666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -21966662.000000 Penalty: 5977.117676
	Iteration 98Q: 3 clusters Score -2.196666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 165619 members 
Entering Unmasked Estep 
Score: -21966660.000000 Penalty: 5977.117676
	Iteration 99Q: 3 clusters Score -2.196666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -21966652.000000 Penalty: 5977.117676
	Iteration 100F: 3 clusters Score -2.196665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -21966612.000000 Penalty: 5977.117676
	Iteration 101Q: 3 clusters Score -2.196661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -21966632.000000 Penalty: 5977.117676
	Iteration 102Q: 3 clusters Score -2.196663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -21966628.000000 Penalty: 5977.117676
	Iteration 103Q: 3 clusters Score -2.196663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -21966626.000000 Penalty: 5977.117676
	Iteration 104Q: 3 clusters Score -2.196663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 165681 members 
Entering Unmasked Estep 
Score: -21966632.000000 Penalty: 5977.117676
	Iteration 105Q: 3 clusters Score -2.196663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 165692 members 
Entering Unmasked Estep 
Score: -21966628.000000 Penalty: 5977.117676
	Iteration 106Q: 3 clusters Score -2.196663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 165703 members 
Entering Unmasked Estep 
Score: -21966636.000000 Penalty: 5977.117676
	Iteration 107Q: 3 clusters Score -2.196664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -21966638.000000 Penalty: 5977.117676
	Iteration 108Q: 3 clusters Score -2.196664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -21966626.000000 Penalty: 5977.117676
	Iteration 109Q: 3 clusters Score -2.196663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -21966632.000000 Penalty: 5977.117676
	Iteration 110Q: 3 clusters Score -2.196663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -21966648.000000 Penalty: 5977.117676
	Iteration 111Q: 3 clusters Score -2.196665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -21966640.000000 Penalty: 5977.117676
	Iteration 112Q: 3 clusters Score -2.196664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -21966650.000000 Penalty: 5977.117676
	Iteration 113Q: 3 clusters Score -2.196665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 165779 members 
Entering Unmasked Estep 
Score: -21966638.000000 Penalty: 5977.117676
	Iteration 114Q: 3 clusters Score -2.196664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -21966644.000000 Penalty: 5977.117676
	Iteration 115Q: 3 clusters Score -2.196664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 165790 members 
Entering Unmasked Estep 
Score: -21966638.000000 Penalty: 5977.117676
	Iteration 116Q: 3 clusters Score -2.196664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -21966644.000000 Penalty: 5977.117676
	Iteration 117Q: 3 clusters Score -2.196664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -21966636.000000 Penalty: 5977.117676
	Iteration 118Q: 3 clusters Score -2.196664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -21966634.000000 Penalty: 5977.117676
	Iteration 119Q: 3 clusters Score -2.196663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -21966644.000000 Penalty: 5977.117676
	Iteration 120F: 3 clusters Score -2.196664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -21966634.000000 Penalty: 5977.117676
	Iteration 121Q: 3 clusters Score -2.196663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -21966626.000000 Penalty: 5977.117676
	Iteration 122Q: 3 clusters Score -2.196663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -21966636.000000 Penalty: 5977.117676
	Iteration 123Q: 3 clusters Score -2.196664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -21966640.000000 Penalty: 5977.117676
	Iteration 124Q: 3 clusters Score -2.196664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -21966654.000000 Penalty: 5977.117676
	Iteration 125Q: 3 clusters Score -2.196665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -21966674.000000 Penalty: 5977.117676
	Iteration 126Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 165837 members 
Entering Unmasked Estep 
Score: -21966662.000000 Penalty: 5977.117676
	Iteration 127Q: 3 clusters Score -2.196666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -21966668.000000 Penalty: 5977.117676
	Iteration 128Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 129Q: 3 clusters Score -2.196668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 130Q: 3 clusters Score -2.196668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -21966676.000000 Penalty: 5977.117676
	Iteration 131Q: 3 clusters Score -2.196668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -21966682.000000 Penalty: 5977.117676
	Iteration 132Q: 3 clusters Score -2.196668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 133Q: 3 clusters Score -2.196668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -21966674.000000 Penalty: 5977.117676
	Iteration 134Q: 3 clusters Score -2.196667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -21966688.000000 Penalty: 5977.117676
	Iteration 135Q: 3 clusters Score -2.196669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -21966676.000000 Penalty: 5977.117676
	Iteration 136Q: 3 clusters Score -2.196668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 165903 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 137Q: 3 clusters Score -2.196669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 138Q: 3 clusters Score -2.196668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 139Q: 3 clusters Score -2.196668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -21966668.000000 Penalty: 5977.117676
	Iteration 140F: 3 clusters Score -2.196667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -21966658.000000 Penalty: 5977.117676
	Iteration 141Q: 3 clusters Score -2.196666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 165927 members 
Entering Unmasked Estep 
Score: -21966680.000000 Penalty: 5977.117676
	Iteration 142Q: 3 clusters Score -2.196668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 143Q: 3 clusters Score -2.196668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -21966668.000000 Penalty: 5977.117676
	Iteration 144Q: 3 clusters Score -2.196667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -21966664.000000 Penalty: 5977.117676
	Iteration 145Q: 3 clusters Score -2.196666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -21966672.000000 Penalty: 5977.117676
	Iteration 146Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 165946 members 
Entering Unmasked Estep 
Score: -21966660.000000 Penalty: 5977.117676
	Iteration 147Q: 3 clusters Score -2.196666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 165949 members 
Entering Unmasked Estep 
Score: -21966662.000000 Penalty: 5977.117676
	Iteration 148Q: 3 clusters Score -2.196666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5977.117676
	Iteration 149Q: 3 clusters Score -2.196667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -21966668.000000 Penalty: 5977.117676
	Iteration 150Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 165961 members 
Entering Unmasked Estep 
Score: -21966658.000000 Penalty: 5977.117676
	Iteration 151Q: 3 clusters Score -2.196666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5977.117676
	Iteration 152Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 153Q: 3 clusters Score -2.196668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 165970 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5977.117676
	Iteration 154Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 165973 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 155Q: 3 clusters Score -2.196669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 156Q: 3 clusters Score -2.196669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -21966688.000000 Penalty: 5977.117676
	Iteration 157Q: 3 clusters Score -2.196669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 165986 members 
Entering Unmasked Estep 
Score: -21966702.000000 Penalty: 5977.117676
	Iteration 158Q: 3 clusters Score -2.19667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -21966698.000000 Penalty: 5977.117676
	Iteration 159Q: 3 clusters Score -2.19667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 165996 members 
Entering Unmasked Estep 
Score: -21966690.000000 Penalty: 5977.117676
	Iteration 160F: 3 clusters Score -2.196669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -21966682.000000 Penalty: 5977.117676
	Iteration 161Q: 3 clusters Score -2.196668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -21966674.000000 Penalty: 5977.117676
	Iteration 162Q: 3 clusters Score -2.196667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 163Q: 3 clusters Score -2.196668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -21966692.000000 Penalty: 5977.117676
	Iteration 164Q: 3 clusters Score -2.196669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -21966682.000000 Penalty: 5977.117676
	Iteration 165Q: 3 clusters Score -2.196668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 166044 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5977.117676
	Iteration 166Q: 3 clusters Score -2.196667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 166047 members 
Entering Unmasked Estep 
Score: -21966682.000000 Penalty: 5977.117676
	Iteration 167Q: 3 clusters Score -2.196668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -21966678.000000 Penalty: 5977.117676
	Iteration 168Q: 3 clusters Score -2.196668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -21966690.000000 Penalty: 5977.117676
	Iteration 169Q: 3 clusters Score -2.196669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -21966702.000000 Penalty: 5977.117676
	Iteration 170Q: 3 clusters Score -2.19667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -21966688.000000 Penalty: 5977.117676
	Iteration 171Q: 3 clusters Score -2.196669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 166072 members 
Entering Unmasked Estep 
Score: -21966690.000000 Penalty: 5977.117676
	Iteration 172Q: 3 clusters Score -2.196669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 173Q: 3 clusters Score -2.196669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -21966688.000000 Penalty: 5977.117676
	Iteration 174Q: 3 clusters Score -2.196669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -21966698.000000 Penalty: 5977.117676
	Iteration 175Q: 3 clusters Score -2.19667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 166079 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 176Q: 3 clusters Score -2.196669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -21966694.000000 Penalty: 5977.117676
	Iteration 177Q: 3 clusters Score -2.196669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -21966682.000000 Penalty: 5977.117676
	Iteration 178Q: 3 clusters Score -2.196668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 179Q: 3 clusters Score -2.196669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 166093 members 
Entering Unmasked Estep 
Score: -21966706.000000 Penalty: 5977.117676
	Iteration 180F: 3 clusters Score -2.196671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 166095 members 
Entering Unmasked Estep 
Score: -21966690.000000 Penalty: 5977.117676
	Iteration 181Q: 3 clusters Score -2.196669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -21966698.000000 Penalty: 5977.117676
	Iteration 182Q: 3 clusters Score -2.19667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -21966694.000000 Penalty: 5977.117676
	Iteration 183Q: 3 clusters Score -2.196669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -21966696.000000 Penalty: 5977.117676
	Iteration 184Q: 3 clusters Score -2.19667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -21966694.000000 Penalty: 5977.117676
	Iteration 185Q: 3 clusters Score -2.196669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 186Q: 3 clusters Score -2.196669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 187Q: 3 clusters Score -2.196669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -21966672.000000 Penalty: 5977.117676
	Iteration 188Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -21966654.000000 Penalty: 5977.117676
	Iteration 189Q: 3 clusters Score -2.196665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -21966660.000000 Penalty: 5977.117676
	Iteration 190Q: 3 clusters Score -2.196666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5977.117676
	Iteration 191Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 166133 members 
Entering Unmasked Estep 
Score: -21966674.000000 Penalty: 5977.117676
	Iteration 192Q: 3 clusters Score -2.196667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -21966690.000000 Penalty: 5977.117676
	Iteration 193Q: 3 clusters Score -2.196669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -21966686.000000 Penalty: 5977.117676
	Iteration 194Q: 3 clusters Score -2.196669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 195Q: 3 clusters Score -2.196668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -21966684.000000 Penalty: 5977.117676
	Iteration 196F: 3 clusters Score -2.196668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 20506 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 206859 members 
Mstep: Class 9 contains 166426 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187695 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 159602 members 
Mstep: Class 16 contains 35174 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186484 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 166144 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166414912.000000 Penalty: 80372.445312
Splitting cluster 7 changes total score from -166415760.000000 to -166414912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206859 members 
Entering Unmasked Estep 
Score: -26835440.000000 Penalty: 3035.468506
	Iteration 0F: 2 clusters Score -2.683544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -26729494.000000 Penalty: 6070.937012
	Iteration 0F: 3 clusters Score -2.672949e+07 nChanged 99715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -26787230.000000 Penalty: 6070.937012
	Iteration 1F: 3 clusters Score -2.678723e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 112287 members 
Entering Unmasked Estep 
Score: -26788300.000000 Penalty: 6070.937012
	Iteration 2Q: 3 clusters Score -2.67883e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 116856 members 
Entering Unmasked Estep 
Score: -26789970.000000 Penalty: 6070.937012
	Iteration 3Q: 3 clusters Score -2.678997e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -26792912.000000 Penalty: 6070.937012
	Iteration 4Q: 3 clusters Score -2.679291e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -26798846.000000 Penalty: 6070.937012
	Iteration 5F: 3 clusters Score -2.679885e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -26808820.000000 Penalty: 6070.937012
	Iteration 6F: 3 clusters Score -2.680882e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -26821322.000000 Penalty: 6070.937012
	Iteration 7F: 3 clusters Score -2.682132e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -26832296.000000 Penalty: 6070.937012
	Iteration 8F: 3 clusters Score -2.68323e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 187830 members 
Entering Unmasked Estep 
Score: -26834422.000000 Penalty: 6070.937012
	Iteration 9F: 3 clusters Score -2.683442e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -26834226.000000 Penalty: 6070.937012
	Iteration 10Q: 3 clusters Score -2.683423e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 199749 members 
Entering Unmasked Estep 
Score: -26834298.000000 Penalty: 6070.937012
	Iteration 11Q: 3 clusters Score -2.68343e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 202319 members 
Entering Unmasked Estep 
Score: -26834076.000000 Penalty: 6070.937012
	Iteration 12Q: 3 clusters Score -2.683408e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -26833766.000000 Penalty: 6070.937012
	Iteration 13Q: 3 clusters Score -2.683377e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 204769 members 
Entering Unmasked Estep 
Score: -26833522.000000 Penalty: 6070.937012
	Iteration 14Q: 3 clusters Score -2.683352e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 205335 members 
Entering Unmasked Estep 
Score: -26833406.000000 Penalty: 6070.937012
	Iteration 15Q: 3 clusters Score -2.683341e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 205699 members 
Entering Unmasked Estep 
Score: -26833306.000000 Penalty: 6070.937012
	Iteration 16Q: 3 clusters Score -2.683331e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 205939 members 
Entering Unmasked Estep 
Score: -26833310.000000 Penalty: 6070.937012
	Iteration 17Q: 3 clusters Score -2.683331e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 206096 members 
Entering Unmasked Estep 
Score: -26833218.000000 Penalty: 6070.937012
	Iteration 18Q: 3 clusters Score -2.683322e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 206188 members 
Entering Unmasked Estep 
Score: -26833228.000000 Penalty: 6070.937012
	Iteration 19Q: 3 clusters Score -2.683323e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 206259 members 
Entering Unmasked Estep 
Score: -26833210.000000 Penalty: 6070.937012
	Iteration 20F: 3 clusters Score -2.683321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 206292 members 
Entering Unmasked Estep 
Score: -26833186.000000 Penalty: 6070.937012
	Iteration 21Q: 3 clusters Score -2.683319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 206322 members 
Entering Unmasked Estep 
Score: -26833188.000000 Penalty: 6070.937012
	Iteration 22Q: 3 clusters Score -2.683319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -26833216.000000 Penalty: 6070.937012
	Iteration 23Q: 3 clusters Score -2.683322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 206356 members 
Entering Unmasked Estep 
Score: -26833194.000000 Penalty: 6070.937012
	Iteration 24Q: 3 clusters Score -2.683319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 206372 members 
Entering Unmasked Estep 
Score: -26833180.000000 Penalty: 6070.937012
	Iteration 25Q: 3 clusters Score -2.683318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 206377 members 
Entering Unmasked Estep 
Score: -26833174.000000 Penalty: 6070.937012
	Iteration 26Q: 3 clusters Score -2.683317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 206385 members 
Entering Unmasked Estep 
Score: -26833188.000000 Penalty: 6070.937012
	Iteration 27Q: 3 clusters Score -2.683319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 206393 members 
Entering Unmasked Estep 
Score: -26833184.000000 Penalty: 6070.937012
	Iteration 28Q: 3 clusters Score -2.683318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 206399 members 
Entering Unmasked Estep 
Score: -26833184.000000 Penalty: 6070.937012
	Iteration 29Q: 3 clusters Score -2.683318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 206402 members 
Entering Unmasked Estep 
Score: -26833174.000000 Penalty: 6070.937012
	Iteration 30Q: 3 clusters Score -2.683317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 206408 members 
Entering Unmasked Estep 
Score: -26833180.000000 Penalty: 6070.937012
	Iteration 31Q: 3 clusters Score -2.683318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 206413 members 
Entering Unmasked Estep 
Score: -26833194.000000 Penalty: 6070.937012
	Iteration 32Q: 3 clusters Score -2.683319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 206417 members 
Entering Unmasked Estep 
Score: -26833198.000000 Penalty: 6070.937012
	Iteration 33Q: 3 clusters Score -2.68332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 206420 members 
Entering Unmasked Estep 
Score: -26833190.000000 Penalty: 6070.937012
	Iteration 34Q: 3 clusters Score -2.683319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 206422 members 
Entering Unmasked Estep 
Score: -26833200.000000 Penalty: 6070.937012
	Iteration 35Q: 3 clusters Score -2.68332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 206421 members 
Entering Unmasked Estep 
Score: -26833188.000000 Penalty: 6070.937012
	Iteration 36Q: 3 clusters Score -2.683319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 206421 members 
Entering Unmasked Estep 
Score: -26833188.000000 Penalty: 6070.937012
	Iteration 37F: 3 clusters Score -2.683319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Entering Unmasked Estep 
Score: -21570596.000000 Penalty: 2981.531982
	Iteration 0F: 2 clusters Score -2.15706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -21460166.000000 Penalty: 5963.063965
	Iteration 0F: 3 clusters Score -2.146017e+07 nChanged 79548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -21507332.000000 Penalty: 5963.063965
	Iteration 1F: 3 clusters Score -2.150733e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -21508734.000000 Penalty: 5963.063965
	Iteration 2Q: 3 clusters Score -2.150873e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -21510862.000000 Penalty: 5963.063965
	Iteration 3Q: 3 clusters Score -2.151086e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -21514248.000000 Penalty: 5963.063965
	Iteration 4Q: 3 clusters Score -2.151425e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -21520702.000000 Penalty: 5963.063965
	Iteration 5F: 3 clusters Score -2.15207e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -21531202.000000 Penalty: 5963.063965
	Iteration 6F: 3 clusters Score -2.15312e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -21545078.000000 Penalty: 5963.063965
	Iteration 7F: 3 clusters Score -2.154508e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 155497 members 
Entering Unmasked Estep 
Score: -21557664.000000 Penalty: 5963.063965
	Iteration 8F: 3 clusters Score -2.155766e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 162586 members 
Entering Unmasked Estep 
Score: -21564596.000000 Penalty: 5963.063965
	Iteration 9Q: 3 clusters Score -2.15646e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -21566982.000000 Penalty: 5963.063965
	Iteration 10Q: 3 clusters Score -2.156698e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -21567576.000000 Penalty: 5963.063965
	Iteration 11Q: 3 clusters Score -2.156758e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -21567774.000000 Penalty: 5963.063965
	Iteration 12Q: 3 clusters Score -2.156777e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -21567882.000000 Penalty: 5963.063965
	Iteration 13Q: 3 clusters Score -2.156788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -21567916.000000 Penalty: 5963.063965
	Iteration 14Q: 3 clusters Score -2.156792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -21567958.000000 Penalty: 5963.063965
	Iteration 15Q: 3 clusters Score -2.156796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -21567956.000000 Penalty: 5963.063965
	Iteration 16Q: 3 clusters Score -2.156796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -21567968.000000 Penalty: 5963.063965
	Iteration 17Q: 3 clusters Score -2.156797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -21567968.000000 Penalty: 5963.063965
	Iteration 18Q: 3 clusters Score -2.156797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -21567968.000000 Penalty: 5963.063965
	Iteration 19F: 3 clusters Score -2.156797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100684.976562 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100685 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101123.125000 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101123.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101393.000000 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101721.414062 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101721.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102156.859375 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -102156.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102435.171875 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -102435.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102703.031250 Penalty: 3393.970947
	Iteration 6F: 3 clusters Score -102703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102916.835938 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -102916.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103210.851562 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103210.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103443.640625 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103465.492188 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103465.492188 Penalty: 3393.970947
	Iteration 11F: 3 clusters Score -103465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 20506 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 171209 members 
Mstep: Class 8 contains 206859 members 
Mstep: Class 9 contains 166426 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 187695 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 159602 members 
Mstep: Class 16 contains 35174 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186484 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166414960.000000 Penalty: 80372.445312
Splitting cluster 10 changes total score from -166415760.000000 to -166414960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (187695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Entering Unmasked Estep 
Score: -24068222.000000 Penalty: 3011.358154
	Iteration 0F: 2 clusters Score -2.406822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -23944160.000000 Penalty: 6022.716309
	Iteration 0F: 3 clusters Score -2.394416e+07 nChanged 89899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94772 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -23997316.000000 Penalty: 6022.716309
	Iteration 1F: 3 clusters Score -2.399732e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -23999282.000000 Penalty: 6022.716309
	Iteration 2Q: 3 clusters Score -2.399928e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -24002242.000000 Penalty: 6022.716309
	Iteration 3Q: 3 clusters Score -2.400224e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -24007374.000000 Penalty: 6022.716309
	Iteration 4Q: 3 clusters Score -2.400737e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -24015018.000000 Penalty: 6022.716309
	Iteration 5F: 3 clusters Score -2.401502e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -24025750.000000 Penalty: 6022.716309
	Iteration 6F: 3 clusters Score -2.402575e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -24036694.000000 Penalty: 6022.716309
	Iteration 7F: 3 clusters Score -2.403669e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -24044572.000000 Penalty: 6022.716309
	Iteration 8F: 3 clusters Score -2.404457e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 110019 members 
Entering Unmasked Estep 
Score: -24048676.000000 Penalty: 6022.716309
	Iteration 9Q: 3 clusters Score -2.404868e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 113271 members 
Entering Unmasked Estep 
Score: -24051368.000000 Penalty: 6022.716309
	Iteration 10Q: 3 clusters Score -2.405137e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 116771 members 
Entering Unmasked Estep 
Score: -24053884.000000 Penalty: 6022.716309
	Iteration 11Q: 3 clusters Score -2.405388e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -24055898.000000 Penalty: 6022.716309
	Iteration 12Q: 3 clusters Score -2.40559e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -24057644.000000 Penalty: 6022.716309
	Iteration 13Q: 3 clusters Score -2.405764e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 126261 members 
Entering Unmasked Estep 
Score: -24058824.000000 Penalty: 6022.716309
	Iteration 14Q: 3 clusters Score -2.405882e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 129017 members 
Entering Unmasked Estep 
Score: -24059858.000000 Penalty: 6022.716309
	Iteration 15Q: 3 clusters Score -2.405986e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -24060796.000000 Penalty: 6022.716309
	Iteration 16Q: 3 clusters Score -2.40608e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -24061588.000000 Penalty: 6022.716309
	Iteration 17Q: 3 clusters Score -2.406159e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -24062170.000000 Penalty: 6022.716309
	Iteration 18Q: 3 clusters Score -2.406217e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 138099 members 
Entering Unmasked Estep 
Score: -24062644.000000 Penalty: 6022.716309
	Iteration 19Q: 3 clusters Score -2.406264e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -24063182.000000 Penalty: 6022.716309
	Iteration 20F: 3 clusters Score -2.406318e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -24063628.000000 Penalty: 6022.716309
	Iteration 21Q: 3 clusters Score -2.406363e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -24064062.000000 Penalty: 6022.716309
	Iteration 22Q: 3 clusters Score -2.406406e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -24064500.000000 Penalty: 6022.716309
	Iteration 23Q: 3 clusters Score -2.40645e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -24064778.000000 Penalty: 6022.716309
	Iteration 24Q: 3 clusters Score -2.406478e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 148198 members 
Entering Unmasked Estep 
Score: -24065146.000000 Penalty: 6022.716309
	Iteration 25Q: 3 clusters Score -2.406515e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 149595 members 
Entering Unmasked Estep 
Score: -24065490.000000 Penalty: 6022.716309
	Iteration 26Q: 3 clusters Score -2.406549e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -24065710.000000 Penalty: 6022.716309
	Iteration 27Q: 3 clusters Score -2.406571e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -24065910.000000 Penalty: 6022.716309
	Iteration 28Q: 3 clusters Score -2.406591e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -24066064.000000 Penalty: 6022.716309
	Iteration 29Q: 3 clusters Score -2.406606e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -24066372.000000 Penalty: 6022.716309
	Iteration 30Q: 3 clusters Score -2.406637e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -24066416.000000 Penalty: 6022.716309
	Iteration 31Q: 3 clusters Score -2.406642e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -24066588.000000 Penalty: 6022.716309
	Iteration 32Q: 3 clusters Score -2.406659e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -24066772.000000 Penalty: 6022.716309
	Iteration 33Q: 3 clusters Score -2.406677e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -24066818.000000 Penalty: 6022.716309
	Iteration 34Q: 3 clusters Score -2.406682e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 158815 members 
Entering Unmasked Estep 
Score: -24066862.000000 Penalty: 6022.716309
	Iteration 35Q: 3 clusters Score -2.406686e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -24066998.000000 Penalty: 6022.716309
	Iteration 36Q: 3 clusters Score -2.4067e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -24067144.000000 Penalty: 6022.716309
	Iteration 37Q: 3 clusters Score -2.406714e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -24067256.000000 Penalty: 6022.716309
	Iteration 38Q: 3 clusters Score -2.406726e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 161418 members 
Entering Unmasked Estep 
Score: -24067278.000000 Penalty: 6022.716309
	Iteration 39Q: 3 clusters Score -2.406728e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -24067404.000000 Penalty: 6022.716309
	Iteration 40F: 3 clusters Score -2.40674e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 162554 members 
Entering Unmasked Estep 
Score: -24067476.000000 Penalty: 6022.716309
	Iteration 41Q: 3 clusters Score -2.406748e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -24067516.000000 Penalty: 6022.716309
	Iteration 42Q: 3 clusters Score -2.406752e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -24067482.000000 Penalty: 6022.716309
	Iteration 43Q: 3 clusters Score -2.406748e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -24067626.000000 Penalty: 6022.716309
	Iteration 44Q: 3 clusters Score -2.406763e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -24067770.000000 Penalty: 6022.716309
	Iteration 45Q: 3 clusters Score -2.406777e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -24067870.000000 Penalty: 6022.716309
	Iteration 46Q: 3 clusters Score -2.406787e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -24067840.000000 Penalty: 6022.716309
	Iteration 47Q: 3 clusters Score -2.406784e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -24067898.000000 Penalty: 6022.716309
	Iteration 48Q: 3 clusters Score -2.40679e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -24067922.000000 Penalty: 6022.716309
	Iteration 49Q: 3 clusters Score -2.406792e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -24067908.000000 Penalty: 6022.716309
	Iteration 50Q: 3 clusters Score -2.406791e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -24067856.000000 Penalty: 6022.716309
	Iteration 51Q: 3 clusters Score -2.406786e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 167634 members 
Entering Unmasked Estep 
Score: -24067838.000000 Penalty: 6022.716309
	Iteration 52Q: 3 clusters Score -2.406784e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -24067846.000000 Penalty: 6022.716309
	Iteration 53Q: 3 clusters Score -2.406785e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -24067872.000000 Penalty: 6022.716309
	Iteration 54Q: 3 clusters Score -2.406787e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 168742 members 
Entering Unmasked Estep 
Score: -24067906.000000 Penalty: 6022.716309
	Iteration 55Q: 3 clusters Score -2.406791e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -24067922.000000 Penalty: 6022.716309
	Iteration 56Q: 3 clusters Score -2.406792e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -24067906.000000 Penalty: 6022.716309
	Iteration 57Q: 3 clusters Score -2.406791e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -24067918.000000 Penalty: 6022.716309
	Iteration 58Q: 3 clusters Score -2.406792e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -24067944.000000 Penalty: 6022.716309
	Iteration 59Q: 3 clusters Score -2.406794e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -24067924.000000 Penalty: 6022.716309
	Iteration 60F: 3 clusters Score -2.406792e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 170790 members 
Entering Unmasked Estep 
Score: -24067954.000000 Penalty: 6022.716309
	Iteration 61Q: 3 clusters Score -2.406795e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -24067988.000000 Penalty: 6022.716309
	Iteration 62Q: 3 clusters Score -2.406799e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -24068036.000000 Penalty: 6022.716309
	Iteration 63Q: 3 clusters Score -2.406804e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -24068070.000000 Penalty: 6022.716309
	Iteration 64Q: 3 clusters Score -2.406807e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -24068106.000000 Penalty: 6022.716309
	Iteration 65Q: 3 clusters Score -2.406811e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 172393 members 
Entering Unmasked Estep 
Score: -24068116.000000 Penalty: 6022.716309
	Iteration 66Q: 3 clusters Score -2.406812e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -24068126.000000 Penalty: 6022.716309
	Iteration 67Q: 3 clusters Score -2.406813e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -24068188.000000 Penalty: 6022.716309
	Iteration 68Q: 3 clusters Score -2.406819e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -24068192.000000 Penalty: 6022.716309
	Iteration 69Q: 3 clusters Score -2.406819e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -24068134.000000 Penalty: 6022.716309
	Iteration 70Q: 3 clusters Score -2.406813e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -24068150.000000 Penalty: 6022.716309
	Iteration 71Q: 3 clusters Score -2.406815e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 173884 members 
Entering Unmasked Estep 
Score: -24068172.000000 Penalty: 6022.716309
	Iteration 72Q: 3 clusters Score -2.406817e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -24068206.000000 Penalty: 6022.716309
	Iteration 73Q: 3 clusters Score -2.406821e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 174264 members 
Entering Unmasked Estep 
Score: -24068204.000000 Penalty: 6022.716309
	Iteration 74Q: 3 clusters Score -2.40682e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -24068164.000000 Penalty: 6022.716309
	Iteration 75Q: 3 clusters Score -2.406816e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -24068150.000000 Penalty: 6022.716309
	Iteration 76Q: 3 clusters Score -2.406815e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -24068170.000000 Penalty: 6022.716309
	Iteration 77Q: 3 clusters Score -2.406817e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -24068148.000000 Penalty: 6022.716309
	Iteration 78Q: 3 clusters Score -2.406815e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -24068134.000000 Penalty: 6022.716309
	Iteration 79Q: 3 clusters Score -2.406813e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -24068198.000000 Penalty: 6022.716309
	Iteration 80F: 3 clusters Score -2.40682e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 175358 members 
Entering Unmasked Estep 
Score: -24068194.000000 Penalty: 6022.716309
	Iteration 81Q: 3 clusters Score -2.406819e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -24068218.000000 Penalty: 6022.716309
	Iteration 82Q: 3 clusters Score -2.406822e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -24068228.000000 Penalty: 6022.716309
	Iteration 83Q: 3 clusters Score -2.406823e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 175680 members 
Entering Unmasked Estep 
Score: -24068274.000000 Penalty: 6022.716309
	Iteration 84Q: 3 clusters Score -2.406827e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -24068228.000000 Penalty: 6022.716309
	Iteration 85Q: 3 clusters Score -2.406823e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 175855 members 
Entering Unmasked Estep 
Score: -24068174.000000 Penalty: 6022.716309
	Iteration 86Q: 3 clusters Score -2.406817e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -24068190.000000 Penalty: 6022.716309
	Iteration 87Q: 3 clusters Score -2.406819e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 175986 members 
Entering Unmasked Estep 
Score: -24068174.000000 Penalty: 6022.716309
	Iteration 88Q: 3 clusters Score -2.406817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 176040 members 
Entering Unmasked Estep 
Score: -24068162.000000 Penalty: 6022.716309
	Iteration 89Q: 3 clusters Score -2.406816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -24068102.000000 Penalty: 6022.716309
	Iteration 90Q: 3 clusters Score -2.40681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -24068134.000000 Penalty: 6022.716309
	Iteration 91Q: 3 clusters Score -2.406813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 176198 members 
Entering Unmasked Estep 
Score: -24068140.000000 Penalty: 6022.716309
	Iteration 92Q: 3 clusters Score -2.406814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -24068140.000000 Penalty: 6022.716309
	Iteration 93Q: 3 clusters Score -2.406814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 176326 members 
Entering Unmasked Estep 
Score: -24068136.000000 Penalty: 6022.716309
	Iteration 94Q: 3 clusters Score -2.406814e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -24068148.000000 Penalty: 6022.716309
	Iteration 95Q: 3 clusters Score -2.406815e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 176463 members 
Entering Unmasked Estep 
Score: -24068112.000000 Penalty: 6022.716309
	Iteration 96Q: 3 clusters Score -2.406811e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -24068096.000000 Penalty: 6022.716309
	Iteration 97Q: 3 clusters Score -2.40681e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -24068052.000000 Penalty: 6022.716309
	Iteration 98Q: 3 clusters Score -2.406805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -24068046.000000 Penalty: 6022.716309
	Iteration 99Q: 3 clusters Score -2.406805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -24068048.000000 Penalty: 6022.716309
	Iteration 100F: 3 clusters Score -2.406805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 176815 members 
Entering Unmasked Estep 
Score: -24068072.000000 Penalty: 6022.716309
	Iteration 101Q: 3 clusters Score -2.406807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -24068024.000000 Penalty: 6022.716309
	Iteration 102Q: 3 clusters Score -2.406802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -24068018.000000 Penalty: 6022.716309
	Iteration 103Q: 3 clusters Score -2.406802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -24068026.000000 Penalty: 6022.716309
	Iteration 104Q: 3 clusters Score -2.406803e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 177112 members 
Entering Unmasked Estep 
Score: -24068026.000000 Penalty: 6022.716309
	Iteration 105Q: 3 clusters Score -2.406803e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -24068014.000000 Penalty: 6022.716309
	Iteration 106Q: 3 clusters Score -2.406801e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 177279 members 
Entering Unmasked Estep 
Score: -24068014.000000 Penalty: 6022.716309
	Iteration 107Q: 3 clusters Score -2.406801e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 177359 members 
Entering Unmasked Estep 
Score: -24068038.000000 Penalty: 6022.716309
	Iteration 108Q: 3 clusters Score -2.406804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -24067994.000000 Penalty: 6022.716309
	Iteration 109Q: 3 clusters Score -2.406799e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 177482 members 
Entering Unmasked Estep 
Score: -24067982.000000 Penalty: 6022.716309
	Iteration 110Q: 3 clusters Score -2.406798e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -24067970.000000 Penalty: 6022.716309
	Iteration 111Q: 3 clusters Score -2.406797e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -24067966.000000 Penalty: 6022.716309
	Iteration 112Q: 3 clusters Score -2.406797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -24067984.000000 Penalty: 6022.716309
	Iteration 113Q: 3 clusters Score -2.406798e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -24067936.000000 Penalty: 6022.716309
	Iteration 114Q: 3 clusters Score -2.406794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -24067942.000000 Penalty: 6022.716309
	Iteration 115Q: 3 clusters Score -2.406794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -24067948.000000 Penalty: 6022.716309
	Iteration 116Q: 3 clusters Score -2.406795e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 177852 members 
Entering Unmasked Estep 
Score: -24067912.000000 Penalty: 6022.716309
	Iteration 117Q: 3 clusters Score -2.406791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 177888 members 
Entering Unmasked Estep 
Score: -24067928.000000 Penalty: 6022.716309
	Iteration 118Q: 3 clusters Score -2.406793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 177916 members 
Entering Unmasked Estep 
Score: -24067918.000000 Penalty: 6022.716309
	Iteration 119Q: 3 clusters Score -2.406792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 177953 members 
Entering Unmasked Estep 
Score: -24067892.000000 Penalty: 6022.716309
	Iteration 120F: 3 clusters Score -2.406789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -24067894.000000 Penalty: 6022.716309
	Iteration 121Q: 3 clusters Score -2.406789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -24067888.000000 Penalty: 6022.716309
	Iteration 122Q: 3 clusters Score -2.406789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -24067882.000000 Penalty: 6022.716309
	Iteration 123Q: 3 clusters Score -2.406788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 178075 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6022.716309
	Iteration 124Q: 3 clusters Score -2.406787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 178102 members 
Entering Unmasked Estep 
Score: -24067868.000000 Penalty: 6022.716309
	Iteration 125Q: 3 clusters Score -2.406787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 178130 members 
Entering Unmasked Estep 
Score: -24067860.000000 Penalty: 6022.716309
	Iteration 126Q: 3 clusters Score -2.406786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -24067844.000000 Penalty: 6022.716309
	Iteration 127Q: 3 clusters Score -2.406784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -24067868.000000 Penalty: 6022.716309
	Iteration 128Q: 3 clusters Score -2.406787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 178230 members 
Entering Unmasked Estep 
Score: -24067828.000000 Penalty: 6022.716309
	Iteration 129Q: 3 clusters Score -2.406783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -24067842.000000 Penalty: 6022.716309
	Iteration 130Q: 3 clusters Score -2.406784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 178282 members 
Entering Unmasked Estep 
Score: -24067848.000000 Penalty: 6022.716309
	Iteration 131Q: 3 clusters Score -2.406785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -24067856.000000 Penalty: 6022.716309
	Iteration 132Q: 3 clusters Score -2.406786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -24067846.000000 Penalty: 6022.716309
	Iteration 133Q: 3 clusters Score -2.406785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -24067854.000000 Penalty: 6022.716309
	Iteration 134Q: 3 clusters Score -2.406785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -24067864.000000 Penalty: 6022.716309
	Iteration 135Q: 3 clusters Score -2.406786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6022.716309
	Iteration 136Q: 3 clusters Score -2.406787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -24067870.000000 Penalty: 6022.716309
	Iteration 137Q: 3 clusters Score -2.406787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 178478 members 
Entering Unmasked Estep 
Score: -24067868.000000 Penalty: 6022.716309
	Iteration 138Q: 3 clusters Score -2.406787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6022.716309
	Iteration 139Q: 3 clusters Score -2.406787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -24067858.000000 Penalty: 6022.716309
	Iteration 140F: 3 clusters Score -2.406786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 178528 members 
Entering Unmasked Estep 
Score: -24067866.000000 Penalty: 6022.716309
	Iteration 141Q: 3 clusters Score -2.406787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -24067864.000000 Penalty: 6022.716309
	Iteration 142Q: 3 clusters Score -2.406786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 178567 members 
Entering Unmasked Estep 
Score: -24067832.000000 Penalty: 6022.716309
	Iteration 143Q: 3 clusters Score -2.406783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 178584 members 
Entering Unmasked Estep 
Score: -24067820.000000 Penalty: 6022.716309
	Iteration 144Q: 3 clusters Score -2.406782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 178602 members 
Entering Unmasked Estep 
Score: -24067832.000000 Penalty: 6022.716309
	Iteration 145Q: 3 clusters Score -2.406783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -24067842.000000 Penalty: 6022.716309
	Iteration 146Q: 3 clusters Score -2.406784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 178622 members 
Entering Unmasked Estep 
Score: -24067850.000000 Penalty: 6022.716309
	Iteration 147Q: 3 clusters Score -2.406785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 178626 members 
Entering Unmasked Estep 
Score: -24067858.000000 Penalty: 6022.716309
	Iteration 148Q: 3 clusters Score -2.406786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 178631 members 
Entering Unmasked Estep 
Score: -24067848.000000 Penalty: 6022.716309
	Iteration 149Q: 3 clusters Score -2.406785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 178637 members 
Entering Unmasked Estep 
Score: -24067846.000000 Penalty: 6022.716309
	Iteration 150Q: 3 clusters Score -2.406785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -24067876.000000 Penalty: 6022.716309
	Iteration 151Q: 3 clusters Score -2.406788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -24067864.000000 Penalty: 6022.716309
	Iteration 152Q: 3 clusters Score -2.406786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6022.716309
	Iteration 153Q: 3 clusters Score -2.406787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6022.716309
	Iteration 154F: 3 clusters Score -2.406787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Entering Unmasked Estep 
Score: -9214908.000000 Penalty: 2779.675293
	Iteration 0F: 2 clusters Score -9214908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -9165565.000000 Penalty: 5559.350586
	Iteration 0F: 3 clusters Score -9165565 nChanged 34517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -9184776.000000 Penalty: 5559.350586
	Iteration 1F: 3 clusters Score -9184776 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9185236.000000 Penalty: 5559.350586
	Iteration 2Q: 3 clusters Score -9185236 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -9185652.000000 Penalty: 5559.350586
	Iteration 3Q: 3 clusters Score -9185652 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -9186057.000000 Penalty: 5559.350586
	Iteration 4Q: 3 clusters Score -9186057 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -9186385.000000 Penalty: 5559.350586
	Iteration 5Q: 3 clusters Score -9186385 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -9186787.000000 Penalty: 5559.350586
	Iteration 6Q: 3 clusters Score -9186787 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -9187193.000000 Penalty: 5559.350586
	Iteration 7Q: 3 clusters Score -9187193 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -9187738.000000 Penalty: 5559.350586
	Iteration 8Q: 3 clusters Score -9187738 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -9188301.000000 Penalty: 5559.350586
	Iteration 9Q: 3 clusters Score -9188301 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -9189177.000000 Penalty: 5559.350586
	Iteration 10Q: 3 clusters Score -9189177 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -9190449.000000 Penalty: 5559.350586
	Iteration 11Q: 3 clusters Score -9190449 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -9192295.000000 Penalty: 5559.350586
	Iteration 12Q: 3 clusters Score -9192295 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -9194983.000000 Penalty: 5559.350586
	Iteration 13F: 3 clusters Score -9194983 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -9198369.000000 Penalty: 5559.350586
	Iteration 14F: 3 clusters Score -9198369 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -9202014.000000 Penalty: 5559.350586
	Iteration 15F: 3 clusters Score -9202014 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -9205290.000000 Penalty: 5559.350586
	Iteration 16F: 3 clusters Score -9205290 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -9207804.000000 Penalty: 5559.350586
	Iteration 17Q: 3 clusters Score -9207804 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -9209596.000000 Penalty: 5559.350586
	Iteration 18Q: 3 clusters Score -9209596 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9210732.000000 Penalty: 5559.350586
	Iteration 19Q: 3 clusters Score -9210732 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -9211581.000000 Penalty: 5559.350586
	Iteration 20F: 3 clusters Score -9211581 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -9212072.000000 Penalty: 5559.350586
	Iteration 21Q: 3 clusters Score -9212072 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -9212406.000000 Penalty: 5559.350586
	Iteration 22Q: 3 clusters Score -9212406 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -9212649.000000 Penalty: 5559.350586
	Iteration 23Q: 3 clusters Score -9212649 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -9212824.000000 Penalty: 5559.350586
	Iteration 24Q: 3 clusters Score -9212824 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -9212961.000000 Penalty: 5559.350586
	Iteration 25Q: 3 clusters Score -9212961 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -9213070.000000 Penalty: 5559.350586
	Iteration 26Q: 3 clusters Score -9213070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -9213127.000000 Penalty: 5559.350586
	Iteration 27Q: 3 clusters Score -9213127 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -9213172.000000 Penalty: 5559.350586
	Iteration 28Q: 3 clusters Score -9213172 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -9213209.000000 Penalty: 5559.350586
	Iteration 29Q: 3 clusters Score -9213209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9213240.000000 Penalty: 5559.350586
	Iteration 30Q: 3 clusters Score -9213240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -9213266.000000 Penalty: 5559.350586
	Iteration 31Q: 3 clusters Score -9213266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9213284.000000 Penalty: 5559.350586
	Iteration 32Q: 3 clusters Score -9213284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9213301.000000 Penalty: 5559.350586
	Iteration 33Q: 3 clusters Score -9213301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -9213313.000000 Penalty: 5559.350586
	Iteration 34Q: 3 clusters Score -9213313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9213304.000000 Penalty: 5559.350586
	Iteration 35Q: 3 clusters Score -9213304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -9213312.000000 Penalty: 5559.350586
	Iteration 36Q: 3 clusters Score -9213312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -9213330.000000 Penalty: 5559.350586
	Iteration 37Q: 3 clusters Score -9213330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9213320.000000 Penalty: 5559.350586
	Iteration 38Q: 3 clusters Score -9213320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9213335.000000 Penalty: 5559.350586
	Iteration 39Q: 3 clusters Score -9213335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -9213327.000000 Penalty: 5559.350586
	Iteration 40F: 3 clusters Score -9213327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9213345.000000 Penalty: 5559.350586
	Iteration 41Q: 3 clusters Score -9213345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -9213337.000000 Penalty: 5559.350586
	Iteration 42Q: 3 clusters Score -9213337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -9213345.000000 Penalty: 5559.350586
	Iteration 43Q: 3 clusters Score -9213345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -9213351.000000 Penalty: 5559.350586
	Iteration 44Q: 3 clusters Score -9213351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -9213369.000000 Penalty: 5559.350586
	Iteration 45Q: 3 clusters Score -9213369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9213365.000000 Penalty: 5559.350586
	Iteration 46Q: 3 clusters Score -9213365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -9213364.000000 Penalty: 5559.350586
	Iteration 47Q: 3 clusters Score -9213364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9213370.000000 Penalty: 5559.350586
	Iteration 48Q: 3 clusters Score -9213370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -9213372.000000 Penalty: 5559.350586
	Iteration 49Q: 3 clusters Score -9213372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9213369.000000 Penalty: 5559.350586
	Iteration 50Q: 3 clusters Score -9213369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9213382.000000 Penalty: 5559.350586
	Iteration 51Q: 3 clusters Score -9213382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -9213390.000000 Penalty: 5559.350586
	Iteration 52Q: 3 clusters Score -9213390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -9213383.000000 Penalty: 5559.350586
	Iteration 53Q: 3 clusters Score -9213383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -9213384.000000 Penalty: 5559.350586
	Iteration 54Q: 3 clusters Score -9213384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -9213384.000000 Penalty: 5559.350586
	Iteration 55Q: 3 clusters Score -9213384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -9213383.000000 Penalty: 5559.350586
	Iteration 56Q: 3 clusters Score -9213383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9213389.000000 Penalty: 5559.350586
	Iteration 57Q: 3 clusters Score -9213389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9213397.000000 Penalty: 5559.350586
	Iteration 58Q: 3 clusters Score -9213397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9213396.000000 Penalty: 5559.350586
	Iteration 59Q: 3 clusters Score -9213396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9213402.000000 Penalty: 5559.350586
	Iteration 60F: 3 clusters Score -9213402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9213391.000000 Penalty: 5559.350586
	Iteration 61Q: 3 clusters Score -9213391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -9213393.000000 Penalty: 5559.350586
	Iteration 62Q: 3 clusters Score -9213393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -9213393.000000 Penalty: 5559.350586
	Iteration 63F: 3 clusters Score -9213393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Entering Unmasked Estep 
Score: -5883395.500000 Penalty: 2657.561035
	Iteration 0F: 2 clusters Score -5883396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5852953.000000 Penalty: 5315.122070
	Iteration 0F: 3 clusters Score -5852953 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5864231.500000 Penalty: 5315.122070
	Iteration 1F: 3 clusters Score -5864232 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5864698.000000 Penalty: 5315.122070
	Iteration 2Q: 3 clusters Score -5864698 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5865130.000000 Penalty: 5315.122070
	Iteration 3Q: 3 clusters Score -5865130 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5865631.000000 Penalty: 5315.122070
	Iteration 4Q: 3 clusters Score -5865631 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5866150.500000 Penalty: 5315.122070
	Iteration 5Q: 3 clusters Score -5866150 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5866822.500000 Penalty: 5315.122070
	Iteration 6Q: 3 clusters Score -5866822 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -5867739.000000 Penalty: 5315.122070
	Iteration 7Q: 3 clusters Score -5867739 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5869023.500000 Penalty: 5315.122070
	Iteration 8F: 3 clusters Score -5869024 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5870785.500000 Penalty: 5315.122070
	Iteration 9F: 3 clusters Score -5870786 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5873167.000000 Penalty: 5315.122070
	Iteration 10F: 3 clusters Score -5873167 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -5875539.000000 Penalty: 5315.122070
	Iteration 11F: 3 clusters Score -5875539 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -5876994.000000 Penalty: 5315.122070
	Iteration 12Q: 3 clusters Score -5876994 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5877579.500000 Penalty: 5315.122070
	Iteration 13Q: 3 clusters Score -5877580 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5877957.000000 Penalty: 5315.122070
	Iteration 14Q: 3 clusters Score -5877957 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5878276.000000 Penalty: 5315.122070
	Iteration 15Q: 3 clusters Score -5878276 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -5878523.500000 Penalty: 5315.122070
	Iteration 16Q: 3 clusters Score -5878524 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -5878742.500000 Penalty: 5315.122070
	Iteration 17Q: 3 clusters Score -5878742 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5878968.500000 Penalty: 5315.122070
	Iteration 18Q: 3 clusters Score -5878968 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5879167.500000 Penalty: 5315.122070
	Iteration 19Q: 3 clusters Score -5879168 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -5879316.500000 Penalty: 5315.122070
	Iteration 20F: 3 clusters Score -5879316 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5879447.500000 Penalty: 5315.122070
	Iteration 21Q: 3 clusters Score -5879448 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -5879591.500000 Penalty: 5315.122070
	Iteration 22Q: 3 clusters Score -5879592 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5879698.000000 Penalty: 5315.122070
	Iteration 23Q: 3 clusters Score -5879698 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5879805.500000 Penalty: 5315.122070
	Iteration 24Q: 3 clusters Score -5879806 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5879928.000000 Penalty: 5315.122070
	Iteration 25Q: 3 clusters Score -5879928 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5880037.000000 Penalty: 5315.122070
	Iteration 26Q: 3 clusters Score -5880037 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5880141.500000 Penalty: 5315.122070
	Iteration 27Q: 3 clusters Score -5880142 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5880239.500000 Penalty: 5315.122070
	Iteration 28Q: 3 clusters Score -5880240 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -5880325.500000 Penalty: 5315.122070
	Iteration 29Q: 3 clusters Score -5880326 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -5880393.500000 Penalty: 5315.122070
	Iteration 30Q: 3 clusters Score -5880394 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5880468.000000 Penalty: 5315.122070
	Iteration 31Q: 3 clusters Score -5880468 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -5880568.500000 Penalty: 5315.122070
	Iteration 32Q: 3 clusters Score -5880568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5880664.000000 Penalty: 5315.122070
	Iteration 33Q: 3 clusters Score -5880664 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5880779.500000 Penalty: 5315.122070
	Iteration 34Q: 3 clusters Score -5880780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5880838.500000 Penalty: 5315.122070
	Iteration 35Q: 3 clusters Score -5880838 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5880907.500000 Penalty: 5315.122070
	Iteration 36Q: 3 clusters Score -5880908 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5880942.500000 Penalty: 5315.122070
	Iteration 37Q: 3 clusters Score -5880942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5881000.500000 Penalty: 5315.122070
	Iteration 38Q: 3 clusters Score -5881000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5881040.500000 Penalty: 5315.122070
	Iteration 39Q: 3 clusters Score -5881040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5881107.500000 Penalty: 5315.122070
	Iteration 40F: 3 clusters Score -5881108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5881176.000000 Penalty: 5315.122070
	Iteration 41Q: 3 clusters Score -5881176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5881239.000000 Penalty: 5315.122070
	Iteration 42Q: 3 clusters Score -5881239 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5881276.000000 Penalty: 5315.122070
	Iteration 43Q: 3 clusters Score -5881276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5881286.000000 Penalty: 5315.122070
	Iteration 44Q: 3 clusters Score -5881286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5881310.000000 Penalty: 5315.122070
	Iteration 45Q: 3 clusters Score -5881310 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5881332.000000 Penalty: 5315.122070
	Iteration 46Q: 3 clusters Score -5881332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5881353.000000 Penalty: 5315.122070
	Iteration 47Q: 3 clusters Score -5881353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5881385.000000 Penalty: 5315.122070
	Iteration 48Q: 3 clusters Score -5881385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5881397.500000 Penalty: 5315.122070
	Iteration 49Q: 3 clusters Score -5881398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5881414.000000 Penalty: 5315.122070
	Iteration 50Q: 3 clusters Score -5881414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5881423.000000 Penalty: 5315.122070
	Iteration 51Q: 3 clusters Score -5881423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5881434.500000 Penalty: 5315.122070
	Iteration 52Q: 3 clusters Score -5881434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5881456.500000 Penalty: 5315.122070
	Iteration 53Q: 3 clusters Score -5881456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5881469.500000 Penalty: 5315.122070
	Iteration 54Q: 3 clusters Score -5881470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5881491.000000 Penalty: 5315.122070
	Iteration 55Q: 3 clusters Score -5881491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5881502.000000 Penalty: 5315.122070
	Iteration 56Q: 3 clusters Score -5881502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5881493.500000 Penalty: 5315.122070
	Iteration 57Q: 3 clusters Score -5881494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5881497.000000 Penalty: 5315.122070
	Iteration 58Q: 3 clusters Score -5881497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5881518.500000 Penalty: 5315.122070
	Iteration 59Q: 3 clusters Score -5881518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5881531.500000 Penalty: 5315.122070
	Iteration 60F: 3 clusters Score -5881532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5881532.500000 Penalty: 5315.122070
	Iteration 61Q: 3 clusters Score -5881532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5881535.000000 Penalty: 5315.122070
	Iteration 62Q: 3 clusters Score -5881535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5881534.000000 Penalty: 5315.122070
	Iteration 63Q: 3 clusters Score -5881534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5881544.500000 Penalty: 5315.122070
	Iteration 64Q: 3 clusters Score -5881544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5881547.500000 Penalty: 5315.122070
	Iteration 65Q: 3 clusters Score -5881548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5881542.000000 Penalty: 5315.122070
	Iteration 66Q: 3 clusters Score -5881542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5881534.000000 Penalty: 5315.122070
	Iteration 67Q: 3 clusters Score -5881534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5881534.000000 Penalty: 5315.122070
	Iteration 68Q: 3 clusters Score -5881534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5881539.500000 Penalty: 5315.122070
	Iteration 69Q: 3 clusters Score -5881540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5881543.500000 Penalty: 5315.122070
	Iteration 70Q: 3 clusters Score -5881544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5881550.500000 Penalty: 5315.122070
	Iteration 71Q: 3 clusters Score -5881550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5881552.500000 Penalty: 5315.122070
	Iteration 72Q: 3 clusters Score -5881552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5881555.500000 Penalty: 5315.122070
	Iteration 73Q: 3 clusters Score -5881556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5881548.000000 Penalty: 5315.122070
	Iteration 74Q: 3 clusters Score -5881548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5881547.000000 Penalty: 5315.122070
	Iteration 75Q: 3 clusters Score -5881547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5881551.000000 Penalty: 5315.122070
	Iteration 76Q: 3 clusters Score -5881551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5881553.000000 Penalty: 5315.122070
	Iteration 77Q: 3 clusters Score -5881553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5881546.500000 Penalty: 5315.122070
	Iteration 78Q: 3 clusters Score -5881546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5881552.500000 Penalty: 5315.122070
	Iteration 79Q: 3 clusters Score -5881552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5881549.500000 Penalty: 5315.122070
	Iteration 80F: 3 clusters Score -5881550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5881553.500000 Penalty: 5315.122070
	Iteration 81Q: 3 clusters Score -5881554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5881562.000000 Penalty: 5315.122070
	Iteration 82Q: 3 clusters Score -5881562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5881567.000000 Penalty: 5315.122070
	Iteration 83Q: 3 clusters Score -5881567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5881573.000000 Penalty: 5315.122070
	Iteration 84Q: 3 clusters Score -5881573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5881576.000000 Penalty: 5315.122070
	Iteration 85Q: 3 clusters Score -5881576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5881580.500000 Penalty: 5315.122070
	Iteration 86Q: 3 clusters Score -5881580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5881587.000000 Penalty: 5315.122070
	Iteration 87Q: 3 clusters Score -5881587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5881587.000000 Penalty: 5315.122070
	Iteration 88Q: 3 clusters Score -5881587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5881589.500000 Penalty: 5315.122070
	Iteration 89Q: 3 clusters Score -5881590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5881594.000000 Penalty: 5315.122070
	Iteration 90Q: 3 clusters Score -5881594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5881594.500000 Penalty: 5315.122070
	Iteration 91Q: 3 clusters Score -5881594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5881594.500000 Penalty: 5315.122070
	Iteration 92F: 3 clusters Score -5881594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -1108438.375000 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -1108438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1101499.375000 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -1101499 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1103353.500000 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -1103354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1103633.000000 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -1103633 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1103826.375000 Penalty: 4512.363770
	Iteration 3Q: 3 clusters Score -1103826 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1103971.875000 Penalty: 4512.363770
	Iteration 4Q: 3 clusters Score -1103972 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1104088.000000 Penalty: 4512.363770
	Iteration 5Q: 3 clusters Score -1104088 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1104201.500000 Penalty: 4512.363770
	Iteration 6Q: 3 clusters Score -1104202 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1104299.250000 Penalty: 4512.363770
	Iteration 7Q: 3 clusters Score -1104299 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1104382.500000 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -1104382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1104463.250000 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -1104463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1104547.750000 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -1104548 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1104638.125000 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -1104638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1104741.000000 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -1104741 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1104856.000000 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -1104856 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1104983.750000 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -1104984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1105134.500000 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -1105134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1105304.875000 Penalty: 4512.363770
	Iteration 16Q: 3 clusters Score -1105305 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1105481.000000 Penalty: 4512.363770
	Iteration 17Q: 3 clusters Score -1105481 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1105641.125000 Penalty: 4512.363770
	Iteration 18Q: 3 clusters Score -1105641 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1105766.375000 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -1105766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1105870.625000 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -1105871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1105964.000000 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -1105964 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1106062.875000 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -1106063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1106133.125000 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -1106133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1106192.250000 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -1106192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1106234.750000 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -1106235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1106273.625000 Penalty: 4512.363770
	Iteration 26Q: 3 clusters Score -1106274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1106302.500000 Penalty: 4512.363770
	Iteration 27Q: 3 clusters Score -1106302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1106321.500000 Penalty: 4512.363770
	Iteration 28Q: 3 clusters Score -1106322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1106340.125000 Penalty: 4512.363770
	Iteration 29Q: 3 clusters Score -1106340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1106356.875000 Penalty: 4512.363770
	Iteration 30Q: 3 clusters Score -1106357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1106376.375000 Penalty: 4512.363770
	Iteration 31Q: 3 clusters Score -1106376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1106386.125000 Penalty: 4512.363770
	Iteration 32Q: 3 clusters Score -1106386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1106391.750000 Penalty: 4512.363770
	Iteration 33Q: 3 clusters Score -1106392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1106403.875000 Penalty: 4512.363770
	Iteration 34Q: 3 clusters Score -1106404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1106408.250000 Penalty: 4512.363770
	Iteration 35Q: 3 clusters Score -1106408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1106416.000000 Penalty: 4512.363770
	Iteration 36Q: 3 clusters Score -1106416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1106422.875000 Penalty: 4512.363770
	Iteration 37Q: 3 clusters Score -1106423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1106426.250000 Penalty: 4512.363770
	Iteration 38Q: 3 clusters Score -1106426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1106433.375000 Penalty: 4512.363770
	Iteration 39Q: 3 clusters Score -1106433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1106442.625000 Penalty: 4512.363770
	Iteration 40F: 3 clusters Score -1106443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1106447.250000 Penalty: 4512.363770
	Iteration 41Q: 3 clusters Score -1106447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1106457.875000 Penalty: 4512.363770
	Iteration 42Q: 3 clusters Score -1106458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1106464.500000 Penalty: 4512.363770
	Iteration 43Q: 3 clusters Score -1106464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1106467.000000 Penalty: 4512.363770
	Iteration 44Q: 3 clusters Score -1106467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1106468.500000 Penalty: 4512.363770
	Iteration 45Q: 3 clusters Score -1106468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1106469.625000 Penalty: 4512.363770
	Iteration 46Q: 3 clusters Score -1106470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1106471.500000 Penalty: 4512.363770
	Iteration 47Q: 3 clusters Score -1106472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1106472.125000 Penalty: 4512.363770
	Iteration 48Q: 3 clusters Score -1106472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1106472.500000 Penalty: 4512.363770
	Iteration 49Q: 3 clusters Score -1106472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1106474.000000 Penalty: 4512.363770
	Iteration 50Q: 3 clusters Score -1106474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1106476.750000 Penalty: 4512.363770
	Iteration 51Q: 3 clusters Score -1106477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1106478.250000 Penalty: 4512.363770
	Iteration 52Q: 3 clusters Score -1106478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1106481.375000 Penalty: 4512.363770
	Iteration 53Q: 3 clusters Score -1106481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1106483.125000 Penalty: 4512.363770
	Iteration 54Q: 3 clusters Score -1106483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1106483.750000 Penalty: 4512.363770
	Iteration 55Q: 3 clusters Score -1106484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1106483.750000 Penalty: 4512.363770
	Iteration 56Q: 3 clusters Score -1106484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1106484.875000 Penalty: 4512.363770
	Iteration 57Q: 3 clusters Score -1106485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1106484.875000 Penalty: 4512.363770
	Iteration 58F: 3 clusters Score -1106485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Entering Unmasked Estep 
Score: -20555520.000000 Penalty: 2971.148682
	Iteration 0F: 2 clusters Score -2.055552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -20449196.000000 Penalty: 5942.297363
	Iteration 0F: 3 clusters Score -2.04492e+07 nChanged 76408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -20494046.000000 Penalty: 5942.297363
	Iteration 1F: 3 clusters Score -2.049405e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -20495568.000000 Penalty: 5942.297363
	Iteration 2Q: 3 clusters Score -2.049557e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -20497940.000000 Penalty: 5942.297363
	Iteration 3Q: 3 clusters Score -2.049794e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -20501460.000000 Penalty: 5942.297363
	Iteration 4Q: 3 clusters Score -2.050146e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -20506870.000000 Penalty: 5942.297363
	Iteration 5F: 3 clusters Score -2.050687e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -20515044.000000 Penalty: 5942.297363
	Iteration 6F: 3 clusters Score -2.051504e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -20525476.000000 Penalty: 5942.297363
	Iteration 7F: 3 clusters Score -2.052548e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -20535562.000000 Penalty: 5942.297363
	Iteration 8F: 3 clusters Score -2.053556e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -20542824.000000 Penalty: 5942.297363
	Iteration 9F: 3 clusters Score -2.054282e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -20547204.000000 Penalty: 5942.297363
	Iteration 10Q: 3 clusters Score -2.05472e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -20549832.000000 Penalty: 5942.297363
	Iteration 11Q: 3 clusters Score -2.054983e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -20551344.000000 Penalty: 5942.297363
	Iteration 12Q: 3 clusters Score -2.055134e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20552138.000000 Penalty: 5942.297363
	Iteration 13Q: 3 clusters Score -2.055214e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158628 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20552564.000000 Penalty: 5942.297363
	Iteration 14Q: 3 clusters Score -2.055256e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158890 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20552774.000000 Penalty: 5942.297363
	Iteration 15Q: 3 clusters Score -2.055277e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20552852.000000 Penalty: 5942.297363
	Iteration 16Q: 3 clusters Score -2.055285e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20552918.000000 Penalty: 5942.297363
	Iteration 17Q: 3 clusters Score -2.055292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20552942.000000 Penalty: 5942.297363
	Iteration 18Q: 3 clusters Score -2.055294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20552968.000000 Penalty: 5942.297363
	Iteration 19Q: 3 clusters Score -2.055297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20552978.000000 Penalty: 5942.297363
	Iteration 20F: 3 clusters Score -2.055298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20552976.000000 Penalty: 5942.297363
	Iteration 21Q: 3 clusters Score -2.055298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159167 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20552994.000000 Penalty: 5942.297363
	Iteration 22Q: 3 clusters Score -2.055299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20552990.000000 Penalty: 5942.297363
	Iteration 23Q: 3 clusters Score -2.055299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20552996.000000 Penalty: 5942.297363
	Iteration 24Q: 3 clusters Score -2.0553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20553002.000000 Penalty: 5942.297363
	Iteration 25Q: 3 clusters Score -2.0553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20553002.000000 Penalty: 5942.297363
	Iteration 26Q: 3 clusters Score -2.0553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20553026.000000 Penalty: 5942.297363
	Iteration 27Q: 3 clusters Score -2.055303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20553018.000000 Penalty: 5942.297363
	Iteration 28Q: 3 clusters Score -2.055302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20553032.000000 Penalty: 5942.297363
	Iteration 29Q: 3 clusters Score -2.055303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20553020.000000 Penalty: 5942.297363
	Iteration 30Q: 3 clusters Score -2.055302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20553034.000000 Penalty: 5942.297363
	Iteration 31Q: 3 clusters Score -2.055303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20553018.000000 Penalty: 5942.297363
	Iteration 32Q: 3 clusters Score -2.055302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20553020.000000 Penalty: 5942.297363
	Iteration 33Q: 3 clusters Score -2.055302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20553022.000000 Penalty: 5942.297363
	Iteration 34Q: 3 clusters Score -2.055302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20553020.000000 Penalty: 5942.297363
	Iteration 35Q: 3 clusters Score -2.055302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20553020.000000 Penalty: 5942.297363
	Iteration 36F: 3 clusters Score -2.055302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Entering Unmasked Estep 
Score: -4564755.000000 Penalty: 2596.079590
	Iteration 0F: 2 clusters Score -4564755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4540806.500000 Penalty: 5192.159180
	Iteration 0F: 3 clusters Score -4540806 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4549570.000000 Penalty: 5192.159180
	Iteration 1F: 3 clusters Score -4549570 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4550238.000000 Penalty: 5192.159180
	Iteration 2Q: 3 clusters Score -4550238 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4551040.000000 Penalty: 5192.159180
	Iteration 3Q: 3 clusters Score -4551040 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4552036.000000 Penalty: 5192.159180
	Iteration 4F: 3 clusters Score -4552036 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4553484.500000 Penalty: 5192.159180
	Iteration 5F: 3 clusters Score -4553484 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4555325.000000 Penalty: 5192.159180
	Iteration 6F: 3 clusters Score -4555325 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -4557297.000000 Penalty: 5192.159180
	Iteration 7F: 3 clusters Score -4557297 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4559079.000000 Penalty: 5192.159180
	Iteration 8F: 3 clusters Score -4559079 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4560526.500000 Penalty: 5192.159180
	Iteration 9Q: 3 clusters Score -4560526 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4561410.500000 Penalty: 5192.159180
	Iteration 10Q: 3 clusters Score -4561410 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4561848.500000 Penalty: 5192.159180
	Iteration 11Q: 3 clusters Score -4561848 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4562063.500000 Penalty: 5192.159180
	Iteration 12Q: 3 clusters Score -4562064 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4562186.500000 Penalty: 5192.159180
	Iteration 13Q: 3 clusters Score -4562186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4562245.500000 Penalty: 5192.159180
	Iteration 14Q: 3 clusters Score -4562246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4562305.000000 Penalty: 5192.159180
	Iteration 15Q: 3 clusters Score -4562305 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4562350.500000 Penalty: 5192.159180
	Iteration 16Q: 3 clusters Score -4562350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4562379.000000 Penalty: 5192.159180
	Iteration 17Q: 3 clusters Score -4562379 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4562405.500000 Penalty: 5192.159180
	Iteration 18Q: 3 clusters Score -4562406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4562423.500000 Penalty: 5192.159180
	Iteration 19Q: 3 clusters Score -4562424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4562451.500000 Penalty: 5192.159180
	Iteration 20F: 3 clusters Score -4562452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4562472.500000 Penalty: 5192.159180
	Iteration 21Q: 3 clusters Score -4562472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4562474.000000 Penalty: 5192.159180
	Iteration 22Q: 3 clusters Score -4562474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4562495.000000 Penalty: 5192.159180
	Iteration 23Q: 3 clusters Score -4562495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4562509.500000 Penalty: 5192.159180
	Iteration 24Q: 3 clusters Score -4562510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4562527.000000 Penalty: 5192.159180
	Iteration 25Q: 3 clusters Score -4562527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4562533.000000 Penalty: 5192.159180
	Iteration 26Q: 3 clusters Score -4562533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4562546.500000 Penalty: 5192.159180
	Iteration 27Q: 3 clusters Score -4562546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4562547.000000 Penalty: 5192.159180
	Iteration 28Q: 3 clusters Score -4562547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4562562.500000 Penalty: 5192.159180
	Iteration 29Q: 3 clusters Score -4562562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4562570.000000 Penalty: 5192.159180
	Iteration 30Q: 3 clusters Score -4562570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4562573.500000 Penalty: 5192.159180
	Iteration 31Q: 3 clusters Score -4562574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4562583.000000 Penalty: 5192.159180
	Iteration 32Q: 3 clusters Score -4562583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4562581.000000 Penalty: 5192.159180
	Iteration 33Q: 3 clusters Score -4562581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4562582.000000 Penalty: 5192.159180
	Iteration 34Q: 3 clusters Score -4562582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4562593.000000 Penalty: 5192.159180
	Iteration 35Q: 3 clusters Score -4562593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4562604.500000 Penalty: 5192.159180
	Iteration 36Q: 3 clusters Score -4562604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4562604.500000 Penalty: 5192.159180
	Iteration 37Q: 3 clusters Score -4562604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4562610.000000 Penalty: 5192.159180
	Iteration 38Q: 3 clusters Score -4562610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4562614.000000 Penalty: 5192.159180
	Iteration 39Q: 3 clusters Score -4562614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4562615.000000 Penalty: 5192.159180
	Iteration 40F: 3 clusters Score -4562615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4562613.500000 Penalty: 5192.159180
	Iteration 41Q: 3 clusters Score -4562614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4562616.500000 Penalty: 5192.159180
	Iteration 42Q: 3 clusters Score -4562616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4562619.000000 Penalty: 5192.159180
	Iteration 43Q: 3 clusters Score -4562619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4562620.000000 Penalty: 5192.159180
	Iteration 44Q: 3 clusters Score -4562620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4562623.000000 Penalty: 5192.159180
	Iteration 45Q: 3 clusters Score -4562623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4562623.500000 Penalty: 5192.159180
	Iteration 46Q: 3 clusters Score -4562624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4562630.500000 Penalty: 5192.159180
	Iteration 47Q: 3 clusters Score -4562630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4562632.500000 Penalty: 5192.159180
	Iteration 48Q: 3 clusters Score -4562632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4562637.000000 Penalty: 5192.159180
	Iteration 49Q: 3 clusters Score -4562637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4562633.500000 Penalty: 5192.159180
	Iteration 50Q: 3 clusters Score -4562634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4562634.000000 Penalty: 5192.159180
	Iteration 51Q: 3 clusters Score -4562634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4562642.500000 Penalty: 5192.159180
	Iteration 52Q: 3 clusters Score -4562642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4562650.500000 Penalty: 5192.159180
	Iteration 53Q: 3 clusters Score -4562650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4562654.000000 Penalty: 5192.159180
	Iteration 54Q: 3 clusters Score -4562654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4562661.000000 Penalty: 5192.159180
	Iteration 55Q: 3 clusters Score -4562661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4562660.500000 Penalty: 5192.159180
	Iteration 56Q: 3 clusters Score -4562660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4562660.000000 Penalty: 5192.159180
	Iteration 57Q: 3 clusters Score -4562660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4562659.500000 Penalty: 5192.159180
	Iteration 58Q: 3 clusters Score -4562660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4562656.500000 Penalty: 5192.159180
	Iteration 59Q: 3 clusters Score -4562656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4562656.500000 Penalty: 5192.159180
	Iteration 60F: 3 clusters Score -4562656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85698.929688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -85698.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84009.609375 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -84009.61 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84506.914062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -84506.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84939.656250 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -84939.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85382.687500 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -85382.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85695.484375 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -85695.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85863.718750 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -85863.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85949.570312 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -85949.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86006.984375 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -86006.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86020.492188 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -86020.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86036.382812 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -86036.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86037.445312 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -86037.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86038.968750 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -86038.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86038.968750 Penalty: 3303.009766
	Iteration 12F: 3 clusters Score -86038.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 20506 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 171209 members 
Mstep: Class 8 contains 206859 members 
Mstep: Class 9 contains 166426 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187695 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 159602 members 
Mstep: Class 16 contains 35174 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 186484 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 265 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166414336.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166415760.000000 to -166414336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (186484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186484 members 
Entering Unmasked Estep 
Score: -24195062.000000 Penalty: 3009.752930
	Iteration 0F: 2 clusters Score -2.419506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -24075400.000000 Penalty: 6019.505859
	Iteration 0F: 3 clusters Score -2.40754e+07 nChanged 89490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -24128728.000000 Penalty: 6019.505859
	Iteration 1F: 3 clusters Score -2.412873e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -24130264.000000 Penalty: 6019.505859
	Iteration 2Q: 3 clusters Score -2.413026e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -24132196.000000 Penalty: 6019.505859
	Iteration 3Q: 3 clusters Score -2.41322e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -24135240.000000 Penalty: 6019.505859
	Iteration 4Q: 3 clusters Score -2.413524e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -24140114.000000 Penalty: 6019.505859
	Iteration 5Q: 3 clusters Score -2.414011e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -24147514.000000 Penalty: 6019.505859
	Iteration 6F: 3 clusters Score -2.414751e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -24156908.000000 Penalty: 6019.505859
	Iteration 7F: 3 clusters Score -2.415691e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 112676 members 
Entering Unmasked Estep 
Score: -24164180.000000 Penalty: 6019.505859
	Iteration 8F: 3 clusters Score -2.416418e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -24167074.000000 Penalty: 6019.505859
	Iteration 9Q: 3 clusters Score -2.416707e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
Score: -24168214.000000 Penalty: 6019.505859
	Iteration 10Q: 3 clusters Score -2.416821e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -24168842.000000 Penalty: 6019.505859
	Iteration 11Q: 3 clusters Score -2.416884e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -24169520.000000 Penalty: 6019.505859
	Iteration 12Q: 3 clusters Score -2.416952e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -24170132.000000 Penalty: 6019.505859
	Iteration 13Q: 3 clusters Score -2.417013e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -24170808.000000 Penalty: 6019.505859
	Iteration 14Q: 3 clusters Score -2.417081e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -24171636.000000 Penalty: 6019.505859
	Iteration 15Q: 3 clusters Score -2.417164e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -24172370.000000 Penalty: 6019.505859
	Iteration 16Q: 3 clusters Score -2.417237e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -24173464.000000 Penalty: 6019.505859
	Iteration 17Q: 3 clusters Score -2.417346e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
Score: -24174540.000000 Penalty: 6019.505859
	Iteration 18Q: 3 clusters Score -2.417454e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -24175648.000000 Penalty: 6019.505859
	Iteration 19Q: 3 clusters Score -2.417565e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -24176716.000000 Penalty: 6019.505859
	Iteration 20F: 3 clusters Score -2.417672e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -24177976.000000 Penalty: 6019.505859
	Iteration 21Q: 3 clusters Score -2.417798e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 147314 members 
Entering Unmasked Estep 
Score: -24179486.000000 Penalty: 6019.505859
	Iteration 22Q: 3 clusters Score -2.417949e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -24181008.000000 Penalty: 6019.505859
	Iteration 23Q: 3 clusters Score -2.418101e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 153313 members 
Entering Unmasked Estep 
Score: -24182444.000000 Penalty: 6019.505859
	Iteration 24Q: 3 clusters Score -2.418244e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -24183924.000000 Penalty: 6019.505859
	Iteration 25Q: 3 clusters Score -2.418392e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -24185240.000000 Penalty: 6019.505859
	Iteration 26Q: 3 clusters Score -2.418524e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -24186442.000000 Penalty: 6019.505859
	Iteration 27Q: 3 clusters Score -2.418644e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -24187534.000000 Penalty: 6019.505859
	Iteration 28Q: 3 clusters Score -2.418753e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -24188672.000000 Penalty: 6019.505859
	Iteration 29Q: 3 clusters Score -2.418867e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 171193 members 
Entering Unmasked Estep 
Score: -24189414.000000 Penalty: 6019.505859
	Iteration 30Q: 3 clusters Score -2.418941e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 173820 members 
Entering Unmasked Estep 
Score: -24190226.000000 Penalty: 6019.505859
	Iteration 31Q: 3 clusters Score -2.419023e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 176222 members 
Entering Unmasked Estep 
Score: -24190772.000000 Penalty: 6019.505859
	Iteration 32Q: 3 clusters Score -2.419077e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -24191182.000000 Penalty: 6019.505859
	Iteration 33Q: 3 clusters Score -2.419118e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 180204 members 
Entering Unmasked Estep 
Score: -24191548.000000 Penalty: 6019.505859
	Iteration 34Q: 3 clusters Score -2.419155e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 181741 members 
Entering Unmasked Estep 
Score: -24191796.000000 Penalty: 6019.505859
	Iteration 35Q: 3 clusters Score -2.41918e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -24191994.000000 Penalty: 6019.505859
	Iteration 36Q: 3 clusters Score -2.419199e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 183808 members 
Entering Unmasked Estep 
Score: -24192248.000000 Penalty: 6019.505859
	Iteration 37Q: 3 clusters Score -2.419225e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -24192380.000000 Penalty: 6019.505859
	Iteration 38Q: 3 clusters Score -2.419238e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 184797 members 
Entering Unmasked Estep 
Score: -24192380.000000 Penalty: 6019.505859
	Iteration 39Q: 3 clusters Score -2.419238e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -24192450.000000 Penalty: 6019.505859
	Iteration 40F: 3 clusters Score -2.419245e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 185236 members 
Entering Unmasked Estep 
Score: -24192480.000000 Penalty: 6019.505859
	Iteration 41Q: 3 clusters Score -2.419248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -24192512.000000 Penalty: 6019.505859
	Iteration 42Q: 3 clusters Score -2.419251e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -24192578.000000 Penalty: 6019.505859
	Iteration 43Q: 3 clusters Score -2.419258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 185502 members 
Entering Unmasked Estep 
Score: -24192588.000000 Penalty: 6019.505859
	Iteration 44Q: 3 clusters Score -2.419259e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -24192580.000000 Penalty: 6019.505859
	Iteration 45Q: 3 clusters Score -2.419258e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -24192604.000000 Penalty: 6019.505859
	Iteration 46Q: 3 clusters Score -2.41926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 185678 members 
Entering Unmasked Estep 
Score: -24192610.000000 Penalty: 6019.505859
	Iteration 47Q: 3 clusters Score -2.419261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -24192614.000000 Penalty: 6019.505859
	Iteration 48Q: 3 clusters Score -2.419261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -24192658.000000 Penalty: 6019.505859
	Iteration 49Q: 3 clusters Score -2.419266e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 185789 members 
Entering Unmasked Estep 
Score: -24192646.000000 Penalty: 6019.505859
	Iteration 50Q: 3 clusters Score -2.419265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 185812 members 
Entering Unmasked Estep 
Score: -24192656.000000 Penalty: 6019.505859
	Iteration 51Q: 3 clusters Score -2.419266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 185837 members 
Entering Unmasked Estep 
Score: -24192682.000000 Penalty: 6019.505859
	Iteration 52Q: 3 clusters Score -2.419268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 185856 members 
Entering Unmasked Estep 
Score: -24192670.000000 Penalty: 6019.505859
	Iteration 53Q: 3 clusters Score -2.419267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 185864 members 
Entering Unmasked Estep 
Score: -24192664.000000 Penalty: 6019.505859
	Iteration 54Q: 3 clusters Score -2.419266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -24192672.000000 Penalty: 6019.505859
	Iteration 55Q: 3 clusters Score -2.419267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 185893 members 
Entering Unmasked Estep 
Score: -24192690.000000 Penalty: 6019.505859
	Iteration 56Q: 3 clusters Score -2.419269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 185906 members 
Entering Unmasked Estep 
Score: -24192702.000000 Penalty: 6019.505859
	Iteration 57Q: 3 clusters Score -2.41927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 185915 members 
Entering Unmasked Estep 
Score: -24192714.000000 Penalty: 6019.505859
	Iteration 58Q: 3 clusters Score -2.419271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -24192708.000000 Penalty: 6019.505859
	Iteration 59Q: 3 clusters Score -2.419271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 185923 members 
Entering Unmasked Estep 
Score: -24192718.000000 Penalty: 6019.505859
	Iteration 60F: 3 clusters Score -2.419272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 185927 members 
Entering Unmasked Estep 
Score: -24192724.000000 Penalty: 6019.505859
	Iteration 61Q: 3 clusters Score -2.419272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 185929 members 
Entering Unmasked Estep 
Score: -24192720.000000 Penalty: 6019.505859
	Iteration 62Q: 3 clusters Score -2.419272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -24192712.000000 Penalty: 6019.505859
	Iteration 63Q: 3 clusters Score -2.419271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -24192720.000000 Penalty: 6019.505859
	Iteration 64Q: 3 clusters Score -2.419272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -24192732.000000 Penalty: 6019.505859
	Iteration 65Q: 3 clusters Score -2.419273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -24192734.000000 Penalty: 6019.505859
	Iteration 66Q: 3 clusters Score -2.419273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -24192734.000000 Penalty: 6019.505859
	Iteration 67F: 3 clusters Score -2.419273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -917479.875000 Penalty: 2213.776367
	Iteration 0F: 2 clusters Score -917479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -911346.375000 Penalty: 4427.552734
	Iteration 0F: 3 clusters Score -911346.4 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -913072.750000 Penalty: 4427.552734
	Iteration 1F: 3 clusters Score -913072.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -913325.500000 Penalty: 4427.552734
	Iteration 2F: 3 clusters Score -913325.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -913511.000000 Penalty: 4427.552734
	Iteration 3F: 3 clusters Score -913511 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -913724.687500 Penalty: 4427.552734
	Iteration 4Q: 3 clusters Score -913724.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -913986.937500 Penalty: 4427.552734
	Iteration 5Q: 3 clusters Score -913986.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -914318.562500 Penalty: 4427.552734
	Iteration 6F: 3 clusters Score -914318.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -914769.437500 Penalty: 4427.552734
	Iteration 7F: 3 clusters Score -914769.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -915238.125000 Penalty: 4427.552734
	Iteration 8F: 3 clusters Score -915238.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -915619.500000 Penalty: 4427.552734
	Iteration 9F: 3 clusters Score -915619.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -915866.562500 Penalty: 4427.552734
	Iteration 10Q: 3 clusters Score -915866.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -916019.812500 Penalty: 4427.552734
	Iteration 11Q: 3 clusters Score -916019.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -916097.312500 Penalty: 4427.552734
	Iteration 12Q: 3 clusters Score -916097.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -916160.562500 Penalty: 4427.552734
	Iteration 13Q: 3 clusters Score -916160.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -916201.000000 Penalty: 4427.552734
	Iteration 14Q: 3 clusters Score -916201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -916228.437500 Penalty: 4427.552734
	Iteration 15Q: 3 clusters Score -916228.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -916253.375000 Penalty: 4427.552734
	Iteration 16Q: 3 clusters Score -916253.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -916272.687500 Penalty: 4427.552734
	Iteration 17Q: 3 clusters Score -916272.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -916289.062500 Penalty: 4427.552734
	Iteration 18Q: 3 clusters Score -916289.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -916299.687500 Penalty: 4427.552734
	Iteration 19Q: 3 clusters Score -916299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -916306.375000 Penalty: 4427.552734
	Iteration 20F: 3 clusters Score -916306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -916310.562500 Penalty: 4427.552734
	Iteration 21Q: 3 clusters Score -916310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -916314.875000 Penalty: 4427.552734
	Iteration 22Q: 3 clusters Score -916314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -916317.562500 Penalty: 4427.552734
	Iteration 23Q: 3 clusters Score -916317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -916317.875000 Penalty: 4427.552734
	Iteration 24Q: 3 clusters Score -916317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -916321.937500 Penalty: 4427.552734
	Iteration 25Q: 3 clusters Score -916321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -916322.687500 Penalty: 4427.552734
	Iteration 26Q: 3 clusters Score -916322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -916322.000000 Penalty: 4427.552734
	Iteration 27Q: 3 clusters Score -916322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -916322.937500 Penalty: 4427.552734
	Iteration 28Q: 3 clusters Score -916322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -916326.062500 Penalty: 4427.552734
	Iteration 29Q: 3 clusters Score -916326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -916324.437500 Penalty: 4427.552734
	Iteration 30Q: 3 clusters Score -916324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -916325.375000 Penalty: 4427.552734
	Iteration 31Q: 3 clusters Score -916325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -916325.687500 Penalty: 4427.552734
	Iteration 32Q: 3 clusters Score -916325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -916325.687500 Penalty: 4427.552734
	Iteration 33F: 3 clusters Score -916325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Entering Unmasked Estep 
Score: -1092045.625000 Penalty: 2243.333984
	Iteration 0F: 2 clusters Score -1092046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1085276.750000 Penalty: 4486.667969
	Iteration 0F: 3 clusters Score -1085277 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1087180.250000 Penalty: 4486.667969
	Iteration 1F: 3 clusters Score -1087180 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1087457.125000 Penalty: 4486.667969
	Iteration 2F: 3 clusters Score -1087457 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1087654.125000 Penalty: 4486.667969
	Iteration 3Q: 3 clusters Score -1087654 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1087822.250000 Penalty: 4486.667969
	Iteration 4Q: 3 clusters Score -1087822 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1087988.625000 Penalty: 4486.667969
	Iteration 5Q: 3 clusters Score -1087989 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1088167.375000 Penalty: 4486.667969
	Iteration 6Q: 3 clusters Score -1088167 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1088368.750000 Penalty: 4486.667969
	Iteration 7Q: 3 clusters Score -1088369 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1088606.625000 Penalty: 4486.667969
	Iteration 8Q: 3 clusters Score -1088607 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1088797.625000 Penalty: 4486.667969
	Iteration 9Q: 3 clusters Score -1088798 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1088981.250000 Penalty: 4486.667969
	Iteration 10Q: 3 clusters Score -1088981 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1089154.250000 Penalty: 4486.667969
	Iteration 11Q: 3 clusters Score -1089154 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1089302.500000 Penalty: 4486.667969
	Iteration 12Q: 3 clusters Score -1089302 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1089454.125000 Penalty: 4486.667969
	Iteration 13Q: 3 clusters Score -1089454 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1089637.000000 Penalty: 4486.667969
	Iteration 14Q: 3 clusters Score -1089637 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1089807.875000 Penalty: 4486.667969
	Iteration 15Q: 3 clusters Score -1089808 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1089964.500000 Penalty: 4486.667969
	Iteration 16Q: 3 clusters Score -1089964 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1090101.875000 Penalty: 4486.667969
	Iteration 17Q: 3 clusters Score -1090102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1090220.500000 Penalty: 4486.667969
	Iteration 18Q: 3 clusters Score -1090220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1090314.750000 Penalty: 4486.667969
	Iteration 19Q: 3 clusters Score -1090315 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1090383.000000 Penalty: 4486.667969
	Iteration 20F: 3 clusters Score -1090383 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1090431.625000 Penalty: 4486.667969
	Iteration 21Q: 3 clusters Score -1090432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1090454.125000 Penalty: 4486.667969
	Iteration 22Q: 3 clusters Score -1090454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1090468.625000 Penalty: 4486.667969
	Iteration 23Q: 3 clusters Score -1090469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1090479.875000 Penalty: 4486.667969
	Iteration 24Q: 3 clusters Score -1090480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1090488.875000 Penalty: 4486.667969
	Iteration 25Q: 3 clusters Score -1090489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1090490.375000 Penalty: 4486.667969
	Iteration 26Q: 3 clusters Score -1090490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1090492.375000 Penalty: 4486.667969
	Iteration 27Q: 3 clusters Score -1090492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1090493.125000 Penalty: 4486.667969
	Iteration 28Q: 3 clusters Score -1090493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1090492.875000 Penalty: 4486.667969
	Iteration 29Q: 3 clusters Score -1090493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1090493.625000 Penalty: 4486.667969
	Iteration 30Q: 3 clusters Score -1090494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1090494.500000 Penalty: 4486.667969
	Iteration 31Q: 3 clusters Score -1090494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1090496.125000 Penalty: 4486.667969
	Iteration 32Q: 3 clusters Score -1090496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1090496.750000 Penalty: 4486.667969
	Iteration 33Q: 3 clusters Score -1090497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1090499.125000 Penalty: 4486.667969
	Iteration 34Q: 3 clusters Score -1090499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1090499.125000 Penalty: 4486.667969
	Iteration 35F: 3 clusters Score -1090499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -716821.437500 Penalty: 2137.697998
	Iteration 0F: 2 clusters Score -716821.4 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 2730 members 
Entering Unmasked Estep 
Score: -711919.437500 Penalty: 4275.395996
	Iteration 0F: 3 clusters Score -711919.4 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -713112.312500 Penalty: 4275.395996
	Iteration 1F: 3 clusters Score -713112.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -713326.250000 Penalty: 4275.395996
	Iteration 2F: 3 clusters Score -713326.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -713459.312500 Penalty: 4275.395996
	Iteration 3F: 3 clusters Score -713459.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -713544.875000 Penalty: 4275.395996
	Iteration 4Q: 3 clusters Score -713544.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -713606.312500 Penalty: 4275.395996
	Iteration 5Q: 3 clusters Score -713606.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -713671.562500 Penalty: 4275.395996
	Iteration 6Q: 3 clusters Score -713671.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -713739.687500 Penalty: 4275.395996
	Iteration 7Q: 3 clusters Score -713739.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -713805.062500 Penalty: 4275.395996
	Iteration 8Q: 3 clusters Score -713805.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -713874.625000 Penalty: 4275.395996
	Iteration 9Q: 3 clusters Score -713874.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -713932.312500 Penalty: 4275.395996
	Iteration 10Q: 3 clusters Score -713932.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -713992.000000 Penalty: 4275.395996
	Iteration 11Q: 3 clusters Score -713992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -714069.750000 Penalty: 4275.395996
	Iteration 12Q: 3 clusters Score -714069.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -714159.375000 Penalty: 4275.395996
	Iteration 13Q: 3 clusters Score -714159.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -714250.937500 Penalty: 4275.395996
	Iteration 14Q: 3 clusters Score -714250.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -714339.125000 Penalty: 4275.395996
	Iteration 15Q: 3 clusters Score -714339.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -714400.375000 Penalty: 4275.395996
	Iteration 16Q: 3 clusters Score -714400.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -714480.937500 Penalty: 4275.395996
	Iteration 17Q: 3 clusters Score -714480.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -714550.750000 Penalty: 4275.395996
	Iteration 18Q: 3 clusters Score -714550.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -714617.750000 Penalty: 4275.395996
	Iteration 19Q: 3 clusters Score -714617.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -714674.375000 Penalty: 4275.395996
	Iteration 20F: 3 clusters Score -714674.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -714731.437500 Penalty: 4275.395996
	Iteration 21Q: 3 clusters Score -714731.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -714783.875000 Penalty: 4275.395996
	Iteration 22Q: 3 clusters Score -714783.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -714821.500000 Penalty: 4275.395996
	Iteration 23Q: 3 clusters Score -714821.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -714847.937500 Penalty: 4275.395996
	Iteration 24Q: 3 clusters Score -714847.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -714874.312500 Penalty: 4275.395996
	Iteration 25Q: 3 clusters Score -714874.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -714887.500000 Penalty: 4275.395996
	Iteration 26Q: 3 clusters Score -714887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -714895.125000 Penalty: 4275.395996
	Iteration 27Q: 3 clusters Score -714895.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -714903.562500 Penalty: 4275.395996
	Iteration 28Q: 3 clusters Score -714903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -714906.375000 Penalty: 4275.395996
	Iteration 29Q: 3 clusters Score -714906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -714911.187500 Penalty: 4275.395996
	Iteration 30Q: 3 clusters Score -714911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -714915.187500 Penalty: 4275.395996
	Iteration 31Q: 3 clusters Score -714915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -714918.937500 Penalty: 4275.395996
	Iteration 32Q: 3 clusters Score -714918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -714920.750000 Penalty: 4275.395996
	Iteration 33Q: 3 clusters Score -714920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -714924.000000 Penalty: 4275.395996
	Iteration 34Q: 3 clusters Score -714924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -714926.937500 Penalty: 4275.395996
	Iteration 35Q: 3 clusters Score -714926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -714929.687500 Penalty: 4275.395996
	Iteration 36Q: 3 clusters Score -714929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -714932.000000 Penalty: 4275.395996
	Iteration 37Q: 3 clusters Score -714932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -714933.562500 Penalty: 4275.395996
	Iteration 38Q: 3 clusters Score -714933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -714935.500000 Penalty: 4275.395996
	Iteration 39Q: 3 clusters Score -714935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -714939.437500 Penalty: 4275.395996
	Iteration 40F: 3 clusters Score -714939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -714945.562500 Penalty: 4275.395996
	Iteration 41Q: 3 clusters Score -714945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -714954.250000 Penalty: 4275.395996
	Iteration 42Q: 3 clusters Score -714954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -714958.437500 Penalty: 4275.395996
	Iteration 43Q: 3 clusters Score -714958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -714958.875000 Penalty: 4275.395996
	Iteration 44Q: 3 clusters Score -714958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -714960.000000 Penalty: 4275.395996
	Iteration 45Q: 3 clusters Score -714960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -714961.937500 Penalty: 4275.395996
	Iteration 46Q: 3 clusters Score -714961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -714961.937500 Penalty: 4275.395996
	Iteration 47F: 3 clusters Score -714961.9 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63741.296875 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63741.3 nChanged 152
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: -64136.632812 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64136.63 nChanged 60
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: -64326.003906 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64442.804688 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64500.656250 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64500.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64544.324219 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64544.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64568.070312 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64568.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64576.148438 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64576.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64587.496094 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64612.292969 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64612.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64627.398438 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64649.910156 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -64649.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64658.238281 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -64658.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64668.937500 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -64668.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64679.378906 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -64679.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64688.195312 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -64688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64702.773438 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -64702.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64726.527344 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -64726.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64746.550781 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -64746.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64756.085938 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -64756.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64772.722656 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -64772.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64830.718750 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -64830.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64897.222656 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -64897.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64939.285156 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -64939.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64959.640625 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -64959.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64970.527344 Penalty: 3206.435791
	Iteration 25Q: 3 clusters Score -64970.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64976.753906 Penalty: 3206.435791
	Iteration 26Q: 3 clusters Score -64976.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64979.042969 Penalty: 3206.435791
	Iteration 27Q: 3 clusters Score -64979.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64981.105469 Penalty: 3206.435791
	Iteration 28Q: 3 clusters Score -64981.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64985.132812 Penalty: 3206.435791
	Iteration 29Q: 3 clusters Score -64985.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64987.023438 Penalty: 3206.435791
	Iteration 30Q: 3 clusters Score -64987.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64987.023438 Penalty: 3206.435791
	Iteration 31F: 3 clusters Score -64987.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 20506 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 171209 members 
Mstep: Class 8 contains 206859 members 
Mstep: Class 9 contains 166426 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187695 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 8933 members 
Mstep: Class 15 contains 159602 members 
Mstep: Class 16 contains 35174 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186484 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166415952.000000 Penalty: 76877.992188
Iteration 279Q: 23 clusters Score -1.66416e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22325 members 
Mstep: Class 3 contains 20494 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 171209 members 
Mstep: Class 8 contains 206873 members 
Mstep: Class 9 contains 166370 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187704 members 
Mstep: Class 12 contains 73745 members 
Mstep: Class 13 contains 45066 members 
Mstep: Class 14 contains 8938 members 
Mstep: Class 15 contains 159676 members 
Mstep: Class 16 contains 35161 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186491 members 
Mstep: Class 19 contains 7530 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416016.000000 Penalty: 76877.992188
Iteration 280F: 23 clusters Score -1.66416e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22318 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 171240 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 166307 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187717 members 
Mstep: Class 12 contains 73753 members 
Mstep: Class 13 contains 45066 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 159772 members 
Mstep: Class 16 contains 35137 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186454 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416144.000000 Penalty: 76877.992188
Iteration 281Q: 23 clusters Score -1.664161e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22313 members 
Mstep: Class 3 contains 20461 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 171264 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 166268 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187719 members 
Mstep: Class 12 contains 73754 members 
Mstep: Class 13 contains 45051 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 159885 members 
Mstep: Class 16 contains 35117 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186420 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8440 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416480.000000 Penalty: 76877.992188
Iteration 282Q: 23 clusters Score -1.664165e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22311 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 171324 members 
Mstep: Class 8 contains 206865 members 
Mstep: Class 9 contains 166237 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187728 members 
Mstep: Class 12 contains 73755 members 
Mstep: Class 13 contains 45049 members 
Mstep: Class 14 contains 8980 members 
Mstep: Class 15 contains 159958 members 
Mstep: Class 16 contains 35099 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186372 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 5554 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416416.000000 Penalty: 76877.992188
Iteration 283Q: 23 clusters Score -1.664164e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 171378 members 
Mstep: Class 8 contains 206871 members 
Mstep: Class 9 contains 166219 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187765 members 
Mstep: Class 12 contains 73746 members 
Mstep: Class 13 contains 45055 members 
Mstep: Class 14 contains 8990 members 
Mstep: Class 15 contains 159996 members 
Mstep: Class 16 contains 35081 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186339 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 5555 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416304.000000 Penalty: 76877.992188
Iteration 284Q: 23 clusters Score -1.664163e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 171349 members 
Mstep: Class 8 contains 206880 members 
Mstep: Class 9 contains 166233 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187783 members 
Mstep: Class 12 contains 73756 members 
Mstep: Class 13 contains 45047 members 
Mstep: Class 14 contains 8996 members 
Mstep: Class 15 contains 160018 members 
Mstep: Class 16 contains 35057 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186387 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416416.000000 Penalty: 76877.992188
Iteration 285Q: 23 clusters Score -1.664164e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 20379 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 171347 members 
Mstep: Class 8 contains 206869 members 
Mstep: Class 9 contains 166225 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187786 members 
Mstep: Class 12 contains 73762 members 
Mstep: Class 13 contains 45031 members 
Mstep: Class 14 contains 9018 members 
Mstep: Class 15 contains 160087 members 
Mstep: Class 16 contains 35040 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186417 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416464.000000 Penalty: 76877.992188
Iteration 286Q: 23 clusters Score -1.664165e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22284 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 171372 members 
Mstep: Class 8 contains 206867 members 
Mstep: Class 9 contains 166230 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187793 members 
Mstep: Class 12 contains 73760 members 
Mstep: Class 13 contains 45029 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 160112 members 
Mstep: Class 16 contains 35021 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186426 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 8292 members 
Mstep: Class 21 contains 5562 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416608.000000 Penalty: 76877.992188
Iteration 287Q: 23 clusters Score -1.664166e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 20348 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 171422 members 
Mstep: Class 8 contains 206860 members 
Mstep: Class 9 contains 166210 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187785 members 
Mstep: Class 12 contains 73769 members 
Mstep: Class 13 contains 45021 members 
Mstep: Class 14 contains 9089 members 
Mstep: Class 15 contains 160108 members 
Mstep: Class 16 contains 35000 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186457 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416848.000000 Penalty: 76877.992188
Iteration 288Q: 23 clusters Score -1.664168e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22242 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 171482 members 
Mstep: Class 8 contains 206842 members 
Mstep: Class 9 contains 166194 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187795 members 
Mstep: Class 12 contains 73770 members 
Mstep: Class 13 contains 45010 members 
Mstep: Class 14 contains 9125 members 
Mstep: Class 15 contains 160116 members 
Mstep: Class 16 contains 34984 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186476 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416816.000000 Penalty: 76877.992188
Iteration 289Q: 23 clusters Score -1.664168e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22219 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 171546 members 
Mstep: Class 8 contains 206820 members 
Mstep: Class 9 contains 166218 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187792 members 
Mstep: Class 12 contains 73772 members 
Mstep: Class 13 contains 45002 members 
Mstep: Class 14 contains 9156 members 
Mstep: Class 15 contains 160160 members 
Mstep: Class 16 contains 34970 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186435 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 8208 members 
Mstep: Class 21 contains 5580 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416848.000000 Penalty: 76877.992188
Iteration 290Q: 23 clusters Score -1.664168e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 171533 members 
Mstep: Class 8 contains 206822 members 
Mstep: Class 9 contains 166238 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187761 members 
Mstep: Class 12 contains 73775 members 
Mstep: Class 13 contains 44995 members 
Mstep: Class 14 contains 9196 members 
Mstep: Class 15 contains 160180 members 
Mstep: Class 16 contains 34957 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186487 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 5584 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166416848.000000 Penalty: 76877.992188
Iteration 291Q: 23 clusters Score -1.664168e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22182 members 
Mstep: Class 3 contains 20310 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 171496 members 
Mstep: Class 8 contains 206833 members 
Mstep: Class 9 contains 166290 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187782 members 
Mstep: Class 12 contains 73785 members 
Mstep: Class 13 contains 44989 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 15 contains 160166 members 
Mstep: Class 16 contains 34925 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186530 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 5586 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417072.000000 Penalty: 76877.992188
Iteration 292Q: 23 clusters Score -1.664171e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22165 members 
Mstep: Class 3 contains 20302 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 171456 members 
Mstep: Class 8 contains 206830 members 
Mstep: Class 9 contains 166325 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187783 members 
Mstep: Class 12 contains 73784 members 
Mstep: Class 13 contains 44982 members 
Mstep: Class 14 contains 9287 members 
Mstep: Class 15 contains 160123 members 
Mstep: Class 16 contains 34898 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186645 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 5590 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417136.000000 Penalty: 76877.992188
Iteration 293Q: 23 clusters Score -1.664171e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 20292 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 171417 members 
Mstep: Class 8 contains 206844 members 
Mstep: Class 9 contains 166359 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187806 members 
Mstep: Class 12 contains 73777 members 
Mstep: Class 13 contains 44990 members 
Mstep: Class 14 contains 9327 members 
Mstep: Class 15 contains 160111 members 
Mstep: Class 16 contains 34868 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186708 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417024.000000 Penalty: 76877.992188
Iteration 294Q: 23 clusters Score -1.66417e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 20281 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 171382 members 
Mstep: Class 8 contains 206819 members 
Mstep: Class 9 contains 166404 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187841 members 
Mstep: Class 12 contains 73791 members 
Mstep: Class 13 contains 44979 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 160056 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186805 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 5623 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417184.000000 Penalty: 76877.992188
Iteration 295Q: 23 clusters Score -1.664172e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 20262 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 171309 members 
Mstep: Class 8 contains 206797 members 
Mstep: Class 9 contains 166476 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187886 members 
Mstep: Class 12 contains 73804 members 
Mstep: Class 13 contains 44976 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 159962 members 
Mstep: Class 16 contains 34814 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 186907 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417232.000000 Penalty: 76877.992188
Iteration 296Q: 23 clusters Score -1.664172e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 171242 members 
Mstep: Class 8 contains 206807 members 
Mstep: Class 9 contains 166518 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 73823 members 
Mstep: Class 13 contains 44978 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 159901 members 
Mstep: Class 16 contains 34787 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187005 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 5650 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417504.000000 Penalty: 76877.992188
Iteration 297Q: 23 clusters Score -1.664175e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 20225 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 171249 members 
Mstep: Class 8 contains 206822 members 
Mstep: Class 9 contains 166491 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187936 members 
Mstep: Class 12 contains 73820 members 
Mstep: Class 13 contains 44984 members 
Mstep: Class 14 contains 9488 members 
Mstep: Class 15 contains 159831 members 
Mstep: Class 16 contains 34762 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187108 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 8022 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417600.000000 Penalty: 76877.992188
Iteration 298Q: 23 clusters Score -1.664176e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22048 members 
Mstep: Class 3 contains 20209 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 171293 members 
Mstep: Class 8 contains 206858 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187938 members 
Mstep: Class 12 contains 73818 members 
Mstep: Class 13 contains 44997 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 15 contains 159744 members 
Mstep: Class 16 contains 34732 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187150 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 5665 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417648.000000 Penalty: 76877.992188
Iteration 299Q: 23 clusters Score -1.664176e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 20200 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 171307 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 166508 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187934 members 
Mstep: Class 12 contains 73817 members 
Mstep: Class 13 contains 45005 members 
Mstep: Class 14 contains 9592 members 
Mstep: Class 15 contains 159683 members 
Mstep: Class 16 contains 34710 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187223 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 7987 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417760.000000 Penalty: 76877.992188
Iteration 300F: 23 clusters Score -1.664178e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22010 members 
Mstep: Class 3 contains 20190 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 171300 members 
Mstep: Class 8 contains 206921 members 
Mstep: Class 9 contains 166523 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187931 members 
Mstep: Class 12 contains 73823 members 
Mstep: Class 13 contains 45002 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 159624 members 
Mstep: Class 16 contains 34687 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187292 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 7976 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417520.000000 Penalty: 76877.992188
Iteration 301Q: 23 clusters Score -1.664175e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21995 members 
Mstep: Class 3 contains 20176 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 171263 members 
Mstep: Class 8 contains 206962 members 
Mstep: Class 9 contains 166539 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187949 members 
Mstep: Class 12 contains 73835 members 
Mstep: Class 13 contains 44995 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 159603 members 
Mstep: Class 16 contains 34670 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187321 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417568.000000 Penalty: 76877.992188
Iteration 302Q: 23 clusters Score -1.664176e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 171197 members 
Mstep: Class 8 contains 206993 members 
Mstep: Class 9 contains 166541 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187960 members 
Mstep: Class 12 contains 73846 members 
Mstep: Class 13 contains 44990 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 159571 members 
Mstep: Class 16 contains 34650 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 187394 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417648.000000 Penalty: 76877.992188
Iteration 303Q: 23 clusters Score -1.664176e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 20148 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 171142 members 
Mstep: Class 8 contains 207021 members 
Mstep: Class 9 contains 166563 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187984 members 
Mstep: Class 12 contains 73842 members 
Mstep: Class 13 contains 44990 members 
Mstep: Class 14 contains 9777 members 
Mstep: Class 15 contains 159550 members 
Mstep: Class 16 contains 34649 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187430 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417472.000000 Penalty: 76877.992188
Iteration 304Q: 23 clusters Score -1.664175e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21950 members 
Mstep: Class 3 contains 20131 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 171084 members 
Mstep: Class 8 contains 207045 members 
Mstep: Class 9 contains 166611 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188010 members 
Mstep: Class 12 contains 73838 members 
Mstep: Class 13 contains 44991 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 159535 members 
Mstep: Class 16 contains 34637 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187458 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417520.000000 Penalty: 76877.992188
Iteration 305Q: 23 clusters Score -1.664175e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21930 members 
Mstep: Class 3 contains 20123 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 170999 members 
Mstep: Class 8 contains 207070 members 
Mstep: Class 9 contains 166699 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188061 members 
Mstep: Class 12 contains 73829 members 
Mstep: Class 13 contains 44993 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 159492 members 
Mstep: Class 16 contains 34616 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187460 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 7920 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417856.000000 Penalty: 76877.992188
Iteration 306Q: 23 clusters Score -1.664179e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 20120 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 170900 members 
Mstep: Class 8 contains 207076 members 
Mstep: Class 9 contains 166755 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188080 members 
Mstep: Class 12 contains 73834 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 159506 members 
Mstep: Class 16 contains 34588 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187503 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417776.000000 Penalty: 76877.992188
Iteration 307Q: 23 clusters Score -1.664178e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 20117 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 170803 members 
Mstep: Class 8 contains 207083 members 
Mstep: Class 9 contains 166811 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188091 members 
Mstep: Class 12 contains 73833 members 
Mstep: Class 13 contains 44993 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 159511 members 
Mstep: Class 16 contains 34567 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187541 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 7890 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417952.000000 Penalty: 76877.992188
Iteration 308Q: 23 clusters Score -1.66418e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21893 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 170700 members 
Mstep: Class 8 contains 207115 members 
Mstep: Class 9 contains 166870 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188097 members 
Mstep: Class 12 contains 73838 members 
Mstep: Class 13 contains 44997 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 159521 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187558 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 7876 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417984.000000 Penalty: 76877.992188
Iteration 309Q: 23 clusters Score -1.66418e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21881 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 170644 members 
Mstep: Class 8 contains 207136 members 
Mstep: Class 9 contains 166884 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188108 members 
Mstep: Class 12 contains 73841 members 
Mstep: Class 13 contains 44992 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 159531 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187614 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418000.000000 Penalty: 76877.992188
Iteration 310Q: 23 clusters Score -1.66418e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21867 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 170586 members 
Mstep: Class 8 contains 207147 members 
Mstep: Class 9 contains 166912 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188110 members 
Mstep: Class 12 contains 73834 members 
Mstep: Class 13 contains 44981 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 159514 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187704 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417920.000000 Penalty: 76877.992188
Iteration 311Q: 23 clusters Score -1.664179e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21859 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 170553 members 
Mstep: Class 8 contains 207154 members 
Mstep: Class 9 contains 166946 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188102 members 
Mstep: Class 12 contains 73829 members 
Mstep: Class 13 contains 44983 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 159513 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187739 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 5754 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417872.000000 Penalty: 76877.992188
Iteration 312Q: 23 clusters Score -1.664179e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 20057 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 170545 members 
Mstep: Class 8 contains 207168 members 
Mstep: Class 9 contains 167017 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188103 members 
Mstep: Class 12 contains 73826 members 
Mstep: Class 13 contains 44976 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 15 contains 159506 members 
Mstep: Class 16 contains 34506 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187729 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 5758 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417984.000000 Penalty: 76877.992188
Iteration 313Q: 23 clusters Score -1.66418e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21836 members 
Mstep: Class 3 contains 20047 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 170507 members 
Mstep: Class 8 contains 207186 members 
Mstep: Class 9 contains 167058 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188109 members 
Mstep: Class 12 contains 73817 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159527 members 
Mstep: Class 16 contains 34495 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187749 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 5760 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417824.000000 Penalty: 76877.992188
Iteration 314Q: 23 clusters Score -1.664178e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21833 members 
Mstep: Class 3 contains 20045 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 170488 members 
Mstep: Class 8 contains 207218 members 
Mstep: Class 9 contains 167105 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188080 members 
Mstep: Class 12 contains 73817 members 
Mstep: Class 13 contains 44978 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 159504 members 
Mstep: Class 16 contains 34475 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187782 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 7745 members 
Mstep: Class 21 contains 5765 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417712.000000 Penalty: 76877.992188
Iteration 315Q: 23 clusters Score -1.664177e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 20040 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 170475 members 
Mstep: Class 8 contains 207227 members 
Mstep: Class 9 contains 167145 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188075 members 
Mstep: Class 12 contains 73820 members 
Mstep: Class 13 contains 44976 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 159453 members 
Mstep: Class 16 contains 34449 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187850 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 7725 members 
Mstep: Class 21 contains 5773 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418032.000000 Penalty: 76877.992188
Iteration 316Q: 23 clusters Score -1.66418e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21819 members 
Mstep: Class 3 contains 20038 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 170463 members 
Mstep: Class 8 contains 207256 members 
Mstep: Class 9 contains 167189 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188063 members 
Mstep: Class 12 contains 73810 members 
Mstep: Class 13 contains 44967 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 159452 members 
Mstep: Class 16 contains 34418 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187875 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 5782 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 317Q: 23 clusters Score -1.66418e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21812 members 
Mstep: Class 3 contains 20037 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 170432 members 
Mstep: Class 8 contains 207304 members 
Mstep: Class 9 contains 167215 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188070 members 
Mstep: Class 12 contains 73796 members 
Mstep: Class 13 contains 44957 members 
Mstep: Class 14 contains 10135 members 
Mstep: Class 15 contains 159418 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187912 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 7693 members 
Mstep: Class 21 contains 5792 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418112.000000 Penalty: 76877.992188
Iteration 318Q: 23 clusters Score -1.664181e+08 nChanged 1295
Entering ConstructFrom: 
Score: -166418112.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -114252.726562 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -114252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112391.093750 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -112391.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112734.437500 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -112734.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112868.960938 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -112869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112971.664062 Penalty: 3404.446533
	Iteration 3Q: 3 clusters Score -112971.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113116.539062 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -113116.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113214.312500 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -113214.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113276.109375 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -113276.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113316.109375 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -113316.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113340.976562 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -113341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113357.937500 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -113357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113375.757812 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -113375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -113393.085938 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -113393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113402.140625 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -113402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113410.851562 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -113410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113414.656250 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -113414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113421.640625 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -113421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113426.187500 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -113426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113432.515625 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -113432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113437.164062 Penalty: 3404.446533
	Iteration 18Q: 3 clusters Score -113437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113437.750000 Penalty: 3404.446533
	Iteration 19Q: 3 clusters Score -113437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -113439.687500 Penalty: 3404.446533
	Iteration 20F: 3 clusters Score -113439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113441.429688 Penalty: 3404.446533
	Iteration 21Q: 3 clusters Score -113441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113442.078125 Penalty: 3404.446533
	Iteration 22Q: 3 clusters Score -113442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113443.429688 Penalty: 3404.446533
	Iteration 23Q: 3 clusters Score -113443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113444.109375 Penalty: 3404.446533
	Iteration 24Q: 3 clusters Score -113444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113444.109375 Penalty: 3404.446533
	Iteration 25F: 3 clusters Score -113444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Entering Unmasked Estep 
Score: -2813159.500000 Penalty: 2477.493896
	Iteration 0F: 2 clusters Score -2813160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2797924.750000 Penalty: 4954.987793
	Iteration 0F: 3 clusters Score -2797925 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2803146.500000 Penalty: 4954.987793
	Iteration 1F: 3 clusters Score -2803146 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2803515.000000 Penalty: 4954.987793
	Iteration 2Q: 3 clusters Score -2803515 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2803783.750000 Penalty: 4954.987793
	Iteration 3Q: 3 clusters Score -2803784 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2804019.500000 Penalty: 4954.987793
	Iteration 4Q: 3 clusters Score -2804020 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2804243.500000 Penalty: 4954.987793
	Iteration 5Q: 3 clusters Score -2804244 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2804495.250000 Penalty: 4954.987793
	Iteration 6Q: 3 clusters Score -2804495 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2804791.000000 Penalty: 4954.987793
	Iteration 7Q: 3 clusters Score -2804791 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2805220.000000 Penalty: 4954.987793
	Iteration 8Q: 3 clusters Score -2805220 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2805840.750000 Penalty: 4954.987793
	Iteration 9Q: 3 clusters Score -2805841 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2806688.250000 Penalty: 4954.987793
	Iteration 10F: 3 clusters Score -2806688 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2807772.000000 Penalty: 4954.987793
	Iteration 11F: 3 clusters Score -2807772 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2808958.000000 Penalty: 4954.987793
	Iteration 12F: 3 clusters Score -2808958 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2809928.250000 Penalty: 4954.987793
	Iteration 13F: 3 clusters Score -2809928 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2810587.000000 Penalty: 4954.987793
	Iteration 14Q: 3 clusters Score -2810587 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2810948.750000 Penalty: 4954.987793
	Iteration 15Q: 3 clusters Score -2810949 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2811135.250000 Penalty: 4954.987793
	Iteration 16Q: 3 clusters Score -2811135 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2811242.750000 Penalty: 4954.987793
	Iteration 17Q: 3 clusters Score -2811243 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2811306.500000 Penalty: 4954.987793
	Iteration 18Q: 3 clusters Score -2811306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2811339.000000 Penalty: 4954.987793
	Iteration 19Q: 3 clusters Score -2811339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2811364.000000 Penalty: 4954.987793
	Iteration 20F: 3 clusters Score -2811364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2811393.500000 Penalty: 4954.987793
	Iteration 21Q: 3 clusters Score -2811394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2811423.000000 Penalty: 4954.987793
	Iteration 22Q: 3 clusters Score -2811423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2811438.250000 Penalty: 4954.987793
	Iteration 23Q: 3 clusters Score -2811438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2811451.500000 Penalty: 4954.987793
	Iteration 24Q: 3 clusters Score -2811452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2811465.500000 Penalty: 4954.987793
	Iteration 25Q: 3 clusters Score -2811466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2811469.000000 Penalty: 4954.987793
	Iteration 26Q: 3 clusters Score -2811469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2811478.000000 Penalty: 4954.987793
	Iteration 27Q: 3 clusters Score -2811478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2811485.750000 Penalty: 4954.987793
	Iteration 28Q: 3 clusters Score -2811486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2811486.750000 Penalty: 4954.987793
	Iteration 29Q: 3 clusters Score -2811487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2811496.500000 Penalty: 4954.987793
	Iteration 30Q: 3 clusters Score -2811496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2811502.250000 Penalty: 4954.987793
	Iteration 31Q: 3 clusters Score -2811502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2811509.250000 Penalty: 4954.987793
	Iteration 32Q: 3 clusters Score -2811509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2811507.750000 Penalty: 4954.987793
	Iteration 33Q: 3 clusters Score -2811508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2811507.750000 Penalty: 4954.987793
	Iteration 34Q: 3 clusters Score -2811508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2811507.000000 Penalty: 4954.987793
	Iteration 35Q: 3 clusters Score -2811507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2811508.750000 Penalty: 4954.987793
	Iteration 36Q: 3 clusters Score -2811509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2811511.750000 Penalty: 4954.987793
	Iteration 37Q: 3 clusters Score -2811512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2811514.500000 Penalty: 4954.987793
	Iteration 38Q: 3 clusters Score -2811514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2811511.000000 Penalty: 4954.987793
	Iteration 39Q: 3 clusters Score -2811511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2811514.250000 Penalty: 4954.987793
	Iteration 40F: 3 clusters Score -2811514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2811514.750000 Penalty: 4954.987793
	Iteration 41Q: 3 clusters Score -2811515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2811516.000000 Penalty: 4954.987793
	Iteration 42Q: 3 clusters Score -2811516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2811514.250000 Penalty: 4954.987793
	Iteration 43Q: 3 clusters Score -2811514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2811516.500000 Penalty: 4954.987793
	Iteration 44Q: 3 clusters Score -2811516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2811514.750000 Penalty: 4954.987793
	Iteration 45Q: 3 clusters Score -2811515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2811518.750000 Penalty: 4954.987793
	Iteration 46Q: 3 clusters Score -2811519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2811522.750000 Penalty: 4954.987793
	Iteration 47Q: 3 clusters Score -2811523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2811516.500000 Penalty: 4954.987793
	Iteration 48Q: 3 clusters Score -2811516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2811516.500000 Penalty: 4954.987793
	Iteration 49F: 3 clusters Score -2811516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Entering Unmasked Estep 
Score: -2609217.000000 Penalty: 2456.510986
	Iteration 0F: 2 clusters Score -2609217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2595211.500000 Penalty: 4913.021973
	Iteration 0F: 3 clusters Score -2595212 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2599784.000000 Penalty: 4913.021973
	Iteration 1F: 3 clusters Score -2599784 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2600174.500000 Penalty: 4913.021973
	Iteration 2F: 3 clusters Score -2600174 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2600519.250000 Penalty: 4913.021973
	Iteration 3Q: 3 clusters Score -2600519 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2600842.000000 Penalty: 4913.021973
	Iteration 4Q: 3 clusters Score -2600842 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2601174.500000 Penalty: 4913.021973
	Iteration 5Q: 3 clusters Score -2601174 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2601523.750000 Penalty: 4913.021973
	Iteration 6Q: 3 clusters Score -2601524 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2601909.250000 Penalty: 4913.021973
	Iteration 7Q: 3 clusters Score -2601909 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2602390.750000 Penalty: 4913.021973
	Iteration 8Q: 3 clusters Score -2602391 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2602958.000000 Penalty: 4913.021973
	Iteration 9Q: 3 clusters Score -2602958 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2603667.750000 Penalty: 4913.021973
	Iteration 10F: 3 clusters Score -2603668 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2604400.250000 Penalty: 4913.021973
	Iteration 11F: 3 clusters Score -2604400 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2605015.750000 Penalty: 4913.021973
	Iteration 12Q: 3 clusters Score -2605016 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2605418.750000 Penalty: 4913.021973
	Iteration 13Q: 3 clusters Score -2605419 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2605674.000000 Penalty: 4913.021973
	Iteration 14Q: 3 clusters Score -2605674 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2605854.250000 Penalty: 4913.021973
	Iteration 15Q: 3 clusters Score -2605854 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2605963.500000 Penalty: 4913.021973
	Iteration 16Q: 3 clusters Score -2605964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2606043.750000 Penalty: 4913.021973
	Iteration 17Q: 3 clusters Score -2606044 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2606115.750000 Penalty: 4913.021973
	Iteration 18Q: 3 clusters Score -2606116 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2606188.000000 Penalty: 4913.021973
	Iteration 19Q: 3 clusters Score -2606188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2606273.750000 Penalty: 4913.021973
	Iteration 20F: 3 clusters Score -2606274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2606334.750000 Penalty: 4913.021973
	Iteration 21Q: 3 clusters Score -2606335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2606390.250000 Penalty: 4913.021973
	Iteration 22Q: 3 clusters Score -2606390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2606449.000000 Penalty: 4913.021973
	Iteration 23Q: 3 clusters Score -2606449 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2606491.000000 Penalty: 4913.021973
	Iteration 24Q: 3 clusters Score -2606491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2606535.750000 Penalty: 4913.021973
	Iteration 25Q: 3 clusters Score -2606536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2606577.750000 Penalty: 4913.021973
	Iteration 26Q: 3 clusters Score -2606578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2606627.750000 Penalty: 4913.021973
	Iteration 27Q: 3 clusters Score -2606628 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2606675.750000 Penalty: 4913.021973
	Iteration 28Q: 3 clusters Score -2606676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2606738.500000 Penalty: 4913.021973
	Iteration 29Q: 3 clusters Score -2606738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2606801.000000 Penalty: 4913.021973
	Iteration 30Q: 3 clusters Score -2606801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2606862.000000 Penalty: 4913.021973
	Iteration 31Q: 3 clusters Score -2606862 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2606911.750000 Penalty: 4913.021973
	Iteration 32Q: 3 clusters Score -2606912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2606939.500000 Penalty: 4913.021973
	Iteration 33Q: 3 clusters Score -2606940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2606984.500000 Penalty: 4913.021973
	Iteration 34Q: 3 clusters Score -2606984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2607006.500000 Penalty: 4913.021973
	Iteration 35Q: 3 clusters Score -2607006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2607045.500000 Penalty: 4913.021973
	Iteration 36Q: 3 clusters Score -2607046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2607074.500000 Penalty: 4913.021973
	Iteration 37Q: 3 clusters Score -2607074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2607098.750000 Penalty: 4913.021973
	Iteration 38Q: 3 clusters Score -2607099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2607127.500000 Penalty: 4913.021973
	Iteration 39Q: 3 clusters Score -2607128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2607148.250000 Penalty: 4913.021973
	Iteration 40F: 3 clusters Score -2607148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2607181.000000 Penalty: 4913.021973
	Iteration 41Q: 3 clusters Score -2607181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2607195.250000 Penalty: 4913.021973
	Iteration 42Q: 3 clusters Score -2607195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2607208.750000 Penalty: 4913.021973
	Iteration 43Q: 3 clusters Score -2607209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2607212.250000 Penalty: 4913.021973
	Iteration 44Q: 3 clusters Score -2607212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2607224.500000 Penalty: 4913.021973
	Iteration 45Q: 3 clusters Score -2607224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2607236.000000 Penalty: 4913.021973
	Iteration 46Q: 3 clusters Score -2607236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2607243.750000 Penalty: 4913.021973
	Iteration 47Q: 3 clusters Score -2607244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2607252.000000 Penalty: 4913.021973
	Iteration 48Q: 3 clusters Score -2607252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2607256.000000 Penalty: 4913.021973
	Iteration 49Q: 3 clusters Score -2607256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2607257.250000 Penalty: 4913.021973
	Iteration 50Q: 3 clusters Score -2607257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2607268.000000 Penalty: 4913.021973
	Iteration 51Q: 3 clusters Score -2607268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2607277.750000 Penalty: 4913.021973
	Iteration 52Q: 3 clusters Score -2607278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2607293.250000 Penalty: 4913.021973
	Iteration 53Q: 3 clusters Score -2607293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2607298.750000 Penalty: 4913.021973
	Iteration 54Q: 3 clusters Score -2607299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2607310.500000 Penalty: 4913.021973
	Iteration 55Q: 3 clusters Score -2607310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2607323.500000 Penalty: 4913.021973
	Iteration 56Q: 3 clusters Score -2607324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2607331.000000 Penalty: 4913.021973
	Iteration 57Q: 3 clusters Score -2607331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2607345.750000 Penalty: 4913.021973
	Iteration 58Q: 3 clusters Score -2607346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2607341.750000 Penalty: 4913.021973
	Iteration 59Q: 3 clusters Score -2607342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2607347.250000 Penalty: 4913.021973
	Iteration 60F: 3 clusters Score -2607347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2607353.000000 Penalty: 4913.021973
	Iteration 61Q: 3 clusters Score -2607353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2607357.500000 Penalty: 4913.021973
	Iteration 62Q: 3 clusters Score -2607358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2607356.000000 Penalty: 4913.021973
	Iteration 63Q: 3 clusters Score -2607356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2607358.750000 Penalty: 4913.021973
	Iteration 64Q: 3 clusters Score -2607359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2607355.750000 Penalty: 4913.021973
	Iteration 65Q: 3 clusters Score -2607356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2607362.000000 Penalty: 4913.021973
	Iteration 66Q: 3 clusters Score -2607362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2607363.000000 Penalty: 4913.021973
	Iteration 67Q: 3 clusters Score -2607363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2607367.250000 Penalty: 4913.021973
	Iteration 68Q: 3 clusters Score -2607367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2607372.750000 Penalty: 4913.021973
	Iteration 69Q: 3 clusters Score -2607373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2607372.250000 Penalty: 4913.021973
	Iteration 70Q: 3 clusters Score -2607372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2607367.750000 Penalty: 4913.021973
	Iteration 71Q: 3 clusters Score -2607368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2607371.250000 Penalty: 4913.021973
	Iteration 72Q: 3 clusters Score -2607371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2607372.750000 Penalty: 4913.021973
	Iteration 73Q: 3 clusters Score -2607373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2607374.750000 Penalty: 4913.021973
	Iteration 74Q: 3 clusters Score -2607375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2607377.500000 Penalty: 4913.021973
	Iteration 75Q: 3 clusters Score -2607378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2607377.750000 Penalty: 4913.021973
	Iteration 76Q: 3 clusters Score -2607378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2607372.500000 Penalty: 4913.021973
	Iteration 77Q: 3 clusters Score -2607372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2607371.250000 Penalty: 4913.021973
	Iteration 78Q: 3 clusters Score -2607371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2607376.000000 Penalty: 4913.021973
	Iteration 79Q: 3 clusters Score -2607376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2607373.500000 Penalty: 4913.021973
	Iteration 80F: 3 clusters Score -2607374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -543525.125000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -543525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -539474.812500 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -539474.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -540427.062500 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -540427.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -540669.312500 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -540669.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -540809.937500 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -540809.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -540878.437500 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -540878.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -540941.687500 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -540941.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -540985.437500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -540985.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -541022.562500 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -541022.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -541074.437500 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -541074.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -541122.062500 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -541122.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -541162.562500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -541162.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -541199.625000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -541199.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -541231.375000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -541231.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -541252.125000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -541252.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -541277.375000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -541277.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -541300.500000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -541300.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -541324.625000 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -541324.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -541345.187500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -541345.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -541368.812500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -541368.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -541392.625000 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -541392.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -541417.687500 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -541417.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -541429.562500 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -541429.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -541439.312500 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -541439.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -541448.625000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -541448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -541455.312500 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -541455.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -541462.125000 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -541462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -541469.437500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -541469.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -541476.812500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -541476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -541486.375000 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -541486.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -541494.437500 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -541494.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -541503.250000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -541503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -541511.375000 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -541511.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -541519.062500 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -541519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -541529.187500 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -541529.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -541536.312500 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -541536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -541545.875000 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -541545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -541555.125000 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -541555.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -541565.562500 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -541565.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -541574.562500 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -541574.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -541589.250000 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -541589.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -541596.937500 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -541596.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -541608.375000 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -541608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -541616.000000 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -541616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -541623.375000 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -541623.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -541631.937500 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -541631.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -541640.375000 Penalty: 4152.479980
	Iteration 45Q: 3 clusters Score -541640.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -541646.875000 Penalty: 4152.479980
	Iteration 46Q: 3 clusters Score -541646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -541653.812500 Penalty: 4152.479980
	Iteration 47Q: 3 clusters Score -541653.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -541661.812500 Penalty: 4152.479980
	Iteration 48Q: 3 clusters Score -541661.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -541674.812500 Penalty: 4152.479980
	Iteration 49Q: 3 clusters Score -541674.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -541684.687500 Penalty: 4152.479980
	Iteration 50Q: 3 clusters Score -541684.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -541697.562500 Penalty: 4152.479980
	Iteration 51Q: 3 clusters Score -541697.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -541714.937500 Penalty: 4152.479980
	Iteration 52Q: 3 clusters Score -541714.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -541735.125000 Penalty: 4152.479980
	Iteration 53Q: 3 clusters Score -541735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -541755.687500 Penalty: 4152.479980
	Iteration 54Q: 3 clusters Score -541755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -541774.937500 Penalty: 4152.479980
	Iteration 55Q: 3 clusters Score -541774.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -541791.062500 Penalty: 4152.479980
	Iteration 56Q: 3 clusters Score -541791.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -541806.625000 Penalty: 4152.479980
	Iteration 57Q: 3 clusters Score -541806.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -541819.500000 Penalty: 4152.479980
	Iteration 58Q: 3 clusters Score -541819.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -541826.187500 Penalty: 4152.479980
	Iteration 59Q: 3 clusters Score -541826.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -541837.312500 Penalty: 4152.479980
	Iteration 60F: 3 clusters Score -541837.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -541845.812500 Penalty: 4152.479980
	Iteration 61Q: 3 clusters Score -541845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541855.750000 Penalty: 4152.479980
	Iteration 62Q: 3 clusters Score -541855.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -541870.437500 Penalty: 4152.479980
	Iteration 63Q: 3 clusters Score -541870.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -541885.937500 Penalty: 4152.479980
	Iteration 64Q: 3 clusters Score -541885.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -541897.000000 Penalty: 4152.479980
	Iteration 65Q: 3 clusters Score -541897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -541906.125000 Penalty: 4152.479980
	Iteration 66Q: 3 clusters Score -541906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -541913.250000 Penalty: 4152.479980
	Iteration 67Q: 3 clusters Score -541913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -541923.062500 Penalty: 4152.479980
	Iteration 68Q: 3 clusters Score -541923.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541932.875000 Penalty: 4152.479980
	Iteration 69Q: 3 clusters Score -541932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -541938.625000 Penalty: 4152.479980
	Iteration 70Q: 3 clusters Score -541938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -541942.812500 Penalty: 4152.479980
	Iteration 71Q: 3 clusters Score -541942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -541943.562500 Penalty: 4152.479980
	Iteration 72Q: 3 clusters Score -541943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -541946.187500 Penalty: 4152.479980
	Iteration 73Q: 3 clusters Score -541946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -541950.125000 Penalty: 4152.479980
	Iteration 74Q: 3 clusters Score -541950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -541952.875000 Penalty: 4152.479980
	Iteration 75Q: 3 clusters Score -541952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -541955.937500 Penalty: 4152.479980
	Iteration 76Q: 3 clusters Score -541955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -541959.000000 Penalty: 4152.479980
	Iteration 77Q: 3 clusters Score -541959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -541961.500000 Penalty: 4152.479980
	Iteration 78Q: 3 clusters Score -541961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -541964.750000 Penalty: 4152.479980
	Iteration 79Q: 3 clusters Score -541964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -541965.562500 Penalty: 4152.479980
	Iteration 80F: 3 clusters Score -541965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -541967.625000 Penalty: 4152.479980
	Iteration 81Q: 3 clusters Score -541967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -541968.500000 Penalty: 4152.479980
	Iteration 82Q: 3 clusters Score -541968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -541971.437500 Penalty: 4152.479980
	Iteration 83Q: 3 clusters Score -541971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -541973.437500 Penalty: 4152.479980
	Iteration 84Q: 3 clusters Score -541973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -541973.125000 Penalty: 4152.479980
	Iteration 85Q: 3 clusters Score -541973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -541976.125000 Penalty: 4152.479980
	Iteration 86Q: 3 clusters Score -541976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -541979.250000 Penalty: 4152.479980
	Iteration 87Q: 3 clusters Score -541979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -541979.875000 Penalty: 4152.479980
	Iteration 88Q: 3 clusters Score -541979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -541980.750000 Penalty: 4152.479980
	Iteration 89Q: 3 clusters Score -541980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -541980.750000 Penalty: 4152.479980
	Iteration 90F: 3 clusters Score -541980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 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 236 members 
Entering Unmasked Estep 
Score: -51115.679688 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51115.68 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51521.023438 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51521.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51865.285156 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51865.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52128.023438 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -52128.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52291.136719 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52291.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52368.703125 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52417.355469 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52417.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52440.167969 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52440.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52478.273438 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52478.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52502.632812 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52502.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52506.292969 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52506.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52508.917969 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -52508.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52518.640625 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -52518.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52522.195312 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -52522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52529.500000 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -52529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52534.101562 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -52534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52534.101562 Penalty: 3104.752441
	Iteration 16F: 3 clusters Score -52534.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -215226.250000 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -215226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212781.968750 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -212782 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213524.171875 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -213524.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -213878.031250 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -213878 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -214126.187500 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -214126.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -214299.750000 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -214299.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -214452.968750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -214453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -214593.828125 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -214593.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -214722.406250 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -214722.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -214778.750000 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -214778.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -214808.656250 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -214808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -214817.562500 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -214817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -214825.343750 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -214825.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -214841.609375 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -214841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -214853.125000 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -214853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -214863.187500 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -214863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -214870.140625 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -214870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -214871.750000 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -214871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -214873.031250 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -214873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -214875.468750 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -214875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -214878.375000 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -214878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -214878.968750 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -214879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -214890.093750 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -214890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -214895.453125 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -214895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -214897.531250 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -214897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -214898.500000 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -214898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -214898.500000 Penalty: 3724.358398
	Iteration 25F: 3 clusters Score -214898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Entering Unmasked Estep 
Score: -21859526.000000 Penalty: 2987.432129
	Iteration 0F: 2 clusters Score -2.185953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -21746064.000000 Penalty: 5974.864258
	Iteration 0F: 3 clusters Score -2.174606e+07 nChanged 81831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -21793788.000000 Penalty: 5974.864258
	Iteration 1F: 3 clusters Score -2.179379e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -21795676.000000 Penalty: 5974.864258
	Iteration 2Q: 3 clusters Score -2.179568e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -21799422.000000 Penalty: 5974.864258
	Iteration 3Q: 3 clusters Score -2.179942e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -21805572.000000 Penalty: 5974.864258
	Iteration 4F: 3 clusters Score -2.180557e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -21814652.000000 Penalty: 5974.864258
	Iteration 5F: 3 clusters Score -2.181465e+07 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -21827074.000000 Penalty: 5974.864258
	Iteration 6F: 3 clusters Score -2.182707e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -21839864.000000 Penalty: 5974.864258
	Iteration 7F: 3 clusters Score -2.183986e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -21847390.000000 Penalty: 5974.864258
	Iteration 8F: 3 clusters Score -2.184739e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -21850682.000000 Penalty: 5974.864258
	Iteration 9Q: 3 clusters Score -2.185068e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -21852264.000000 Penalty: 5974.864258
	Iteration 10Q: 3 clusters Score -2.185226e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -21853478.000000 Penalty: 5974.864258
	Iteration 11Q: 3 clusters Score -2.185348e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -21854260.000000 Penalty: 5974.864258
	Iteration 12Q: 3 clusters Score -2.185426e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -21854940.000000 Penalty: 5974.864258
	Iteration 13Q: 3 clusters Score -2.185494e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -21855468.000000 Penalty: 5974.864258
	Iteration 14Q: 3 clusters Score -2.185547e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -21855820.000000 Penalty: 5974.864258
	Iteration 15Q: 3 clusters Score -2.185582e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 135516 members 
Entering Unmasked Estep 
Score: -21856292.000000 Penalty: 5974.864258
	Iteration 16Q: 3 clusters Score -2.185629e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 136779 members 
Entering Unmasked Estep 
Score: -21856658.000000 Penalty: 5974.864258
	Iteration 17Q: 3 clusters Score -2.185666e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -21857070.000000 Penalty: 5974.864258
	Iteration 18Q: 3 clusters Score -2.185707e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 139078 members 
Entering Unmasked Estep 
Score: -21857300.000000 Penalty: 5974.864258
	Iteration 19Q: 3 clusters Score -2.18573e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -21857460.000000 Penalty: 5974.864258
	Iteration 20F: 3 clusters Score -2.185746e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 141200 members 
Entering Unmasked Estep 
Score: -21857622.000000 Penalty: 5974.864258
	Iteration 21Q: 3 clusters Score -2.185762e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 142255 members 
Entering Unmasked Estep 
Score: -21857836.000000 Penalty: 5974.864258
	Iteration 22Q: 3 clusters Score -2.185784e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -21858048.000000 Penalty: 5974.864258
	Iteration 23Q: 3 clusters Score -2.185805e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -21858296.000000 Penalty: 5974.864258
	Iteration 24Q: 3 clusters Score -2.18583e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 145146 members 
Entering Unmasked Estep 
Score: -21858482.000000 Penalty: 5974.864258
	Iteration 25Q: 3 clusters Score -2.185848e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -21858608.000000 Penalty: 5974.864258
	Iteration 26Q: 3 clusters Score -2.185861e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 146798 members 
Entering Unmasked Estep 
Score: -21858752.000000 Penalty: 5974.864258
	Iteration 27Q: 3 clusters Score -2.185875e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -21858958.000000 Penalty: 5974.864258
	Iteration 28Q: 3 clusters Score -2.185896e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -21859090.000000 Penalty: 5974.864258
	Iteration 29Q: 3 clusters Score -2.185909e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -21859124.000000 Penalty: 5974.864258
	Iteration 30Q: 3 clusters Score -2.185912e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 149697 members 
Entering Unmasked Estep 
Score: -21859312.000000 Penalty: 5974.864258
	Iteration 31Q: 3 clusters Score -2.185931e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -21859372.000000 Penalty: 5974.864258
	Iteration 32Q: 3 clusters Score -2.185937e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -21859440.000000 Penalty: 5974.864258
	Iteration 33Q: 3 clusters Score -2.185944e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -21859540.000000 Penalty: 5974.864258
	Iteration 34Q: 3 clusters Score -2.185954e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -21859654.000000 Penalty: 5974.864258
	Iteration 35Q: 3 clusters Score -2.185965e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 152683 members 
Entering Unmasked Estep 
Score: -21859696.000000 Penalty: 5974.864258
	Iteration 36Q: 3 clusters Score -2.18597e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -21859742.000000 Penalty: 5974.864258
	Iteration 37Q: 3 clusters Score -2.185974e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 153708 members 
Entering Unmasked Estep 
Score: -21859832.000000 Penalty: 5974.864258
	Iteration 38Q: 3 clusters Score -2.185983e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -21859872.000000 Penalty: 5974.864258
	Iteration 39Q: 3 clusters Score -2.185987e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -21859930.000000 Penalty: 5974.864258
	Iteration 40F: 3 clusters Score -2.185993e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -21859932.000000 Penalty: 5974.864258
	Iteration 41Q: 3 clusters Score -2.185993e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -21860034.000000 Penalty: 5974.864258
	Iteration 42Q: 3 clusters Score -2.186003e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -21860098.000000 Penalty: 5974.864258
	Iteration 43Q: 3 clusters Score -2.18601e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -21860162.000000 Penalty: 5974.864258
	Iteration 44Q: 3 clusters Score -2.186016e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21860226.000000 Penalty: 5974.864258
	Iteration 45Q: 3 clusters Score -2.186023e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -21860248.000000 Penalty: 5974.864258
	Iteration 46Q: 3 clusters Score -2.186025e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -21860274.000000 Penalty: 5974.864258
	Iteration 47Q: 3 clusters Score -2.186027e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 157941 members 
Entering Unmasked Estep 
Score: -21860340.000000 Penalty: 5974.864258
	Iteration 48Q: 3 clusters Score -2.186034e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 158297 members 
Entering Unmasked Estep 
Score: -21860424.000000 Penalty: 5974.864258
	Iteration 49Q: 3 clusters Score -2.186042e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 158617 members 
Entering Unmasked Estep 
Score: -21860446.000000 Penalty: 5974.864258
	Iteration 50Q: 3 clusters Score -2.186045e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -21860480.000000 Penalty: 5974.864258
	Iteration 51Q: 3 clusters Score -2.186048e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 159240 members 
Entering Unmasked Estep 
Score: -21860488.000000 Penalty: 5974.864258
	Iteration 52Q: 3 clusters Score -2.186049e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -21860478.000000 Penalty: 5974.864258
	Iteration 53Q: 3 clusters Score -2.186048e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -21860512.000000 Penalty: 5974.864258
	Iteration 54Q: 3 clusters Score -2.186051e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 55Q: 3 clusters Score -2.18605e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -21860524.000000 Penalty: 5974.864258
	Iteration 56Q: 3 clusters Score -2.186052e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -21860568.000000 Penalty: 5974.864258
	Iteration 57Q: 3 clusters Score -2.186057e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 160500 members 
Entering Unmasked Estep 
Score: -21860576.000000 Penalty: 5974.864258
	Iteration 58Q: 3 clusters Score -2.186058e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -21860558.000000 Penalty: 5974.864258
	Iteration 59Q: 3 clusters Score -2.186056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -21860522.000000 Penalty: 5974.864258
	Iteration 60F: 3 clusters Score -2.186052e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -21860538.000000 Penalty: 5974.864258
	Iteration 61Q: 3 clusters Score -2.186054e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -21860518.000000 Penalty: 5974.864258
	Iteration 62Q: 3 clusters Score -2.186052e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 63Q: 3 clusters Score -2.18605e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -21860494.000000 Penalty: 5974.864258
	Iteration 64Q: 3 clusters Score -2.186049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 161234 members 
Entering Unmasked Estep 
Score: -21860518.000000 Penalty: 5974.864258
	Iteration 65Q: 3 clusters Score -2.186052e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 161293 members 
Entering Unmasked Estep 
Score: -21860508.000000 Penalty: 5974.864258
	Iteration 66Q: 3 clusters Score -2.186051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 161350 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 67Q: 3 clusters Score -2.18605e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -21860510.000000 Penalty: 5974.864258
	Iteration 68Q: 3 clusters Score -2.186051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -21860492.000000 Penalty: 5974.864258
	Iteration 69Q: 3 clusters Score -2.186049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -21860486.000000 Penalty: 5974.864258
	Iteration 70Q: 3 clusters Score -2.186049e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -21860496.000000 Penalty: 5974.864258
	Iteration 71Q: 3 clusters Score -2.18605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 161631 members 
Entering Unmasked Estep 
Score: -21860504.000000 Penalty: 5974.864258
	Iteration 72Q: 3 clusters Score -2.18605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -21860506.000000 Penalty: 5974.864258
	Iteration 73Q: 3 clusters Score -2.186051e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -21860478.000000 Penalty: 5974.864258
	Iteration 74Q: 3 clusters Score -2.186048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 161753 members 
Entering Unmasked Estep 
Score: -21860496.000000 Penalty: 5974.864258
	Iteration 75Q: 3 clusters Score -2.18605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 76Q: 3 clusters Score -2.18605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -21860486.000000 Penalty: 5974.864258
	Iteration 77Q: 3 clusters Score -2.186049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 161856 members 
Entering Unmasked Estep 
Score: -21860462.000000 Penalty: 5974.864258
	Iteration 78Q: 3 clusters Score -2.186046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -21860476.000000 Penalty: 5974.864258
	Iteration 79Q: 3 clusters Score -2.186048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -21860480.000000 Penalty: 5974.864258
	Iteration 80F: 3 clusters Score -2.186048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -21860484.000000 Penalty: 5974.864258
	Iteration 81Q: 3 clusters Score -2.186048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -21860502.000000 Penalty: 5974.864258
	Iteration 82Q: 3 clusters Score -2.18605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -21860526.000000 Penalty: 5974.864258
	Iteration 83Q: 3 clusters Score -2.186053e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -21860536.000000 Penalty: 5974.864258
	Iteration 84Q: 3 clusters Score -2.186054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -21860520.000000 Penalty: 5974.864258
	Iteration 85Q: 3 clusters Score -2.186052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -21860554.000000 Penalty: 5974.864258
	Iteration 86Q: 3 clusters Score -2.186055e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -21860542.000000 Penalty: 5974.864258
	Iteration 87Q: 3 clusters Score -2.186054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -21860520.000000 Penalty: 5974.864258
	Iteration 88Q: 3 clusters Score -2.186052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 162372 members 
Entering Unmasked Estep 
Score: -21860496.000000 Penalty: 5974.864258
	Iteration 89Q: 3 clusters Score -2.18605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 162420 members 
Entering Unmasked Estep 
Score: -21860462.000000 Penalty: 5974.864258
	Iteration 90Q: 3 clusters Score -2.186046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -21860454.000000 Penalty: 5974.864258
	Iteration 91Q: 3 clusters Score -2.186045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -21860452.000000 Penalty: 5974.864258
	Iteration 92Q: 3 clusters Score -2.186045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 93Q: 3 clusters Score -2.186047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 162582 members 
Entering Unmasked Estep 
Score: -21860448.000000 Penalty: 5974.864258
	Iteration 94Q: 3 clusters Score -2.186045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -21860448.000000 Penalty: 5974.864258
	Iteration 95Q: 3 clusters Score -2.186045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 162611 members 
Entering Unmasked Estep 
Score: -21860444.000000 Penalty: 5974.864258
	Iteration 96Q: 3 clusters Score -2.186044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -21860484.000000 Penalty: 5974.864258
	Iteration 97Q: 3 clusters Score -2.186048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -21860492.000000 Penalty: 5974.864258
	Iteration 98Q: 3 clusters Score -2.186049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -21860494.000000 Penalty: 5974.864258
	Iteration 99Q: 3 clusters Score -2.186049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -21860502.000000 Penalty: 5974.864258
	Iteration 100F: 3 clusters Score -2.18605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -21860490.000000 Penalty: 5974.864258
	Iteration 101Q: 3 clusters Score -2.186049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -21860482.000000 Penalty: 5974.864258
	Iteration 102Q: 3 clusters Score -2.186048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 103Q: 3 clusters Score -2.186047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -21860488.000000 Penalty: 5974.864258
	Iteration 104Q: 3 clusters Score -2.186049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 162748 members 
Entering Unmasked Estep 
Score: -21860460.000000 Penalty: 5974.864258
	Iteration 105Q: 3 clusters Score -2.186046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 106Q: 3 clusters Score -2.186047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -21860482.000000 Penalty: 5974.864258
	Iteration 107Q: 3 clusters Score -2.186048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -21860480.000000 Penalty: 5974.864258
	Iteration 108Q: 3 clusters Score -2.186048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -21860476.000000 Penalty: 5974.864258
	Iteration 109Q: 3 clusters Score -2.186048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -21860464.000000 Penalty: 5974.864258
	Iteration 110Q: 3 clusters Score -2.186046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 162809 members 
Entering Unmasked Estep 
Score: -21860468.000000 Penalty: 5974.864258
	Iteration 111Q: 3 clusters Score -2.186047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -21860458.000000 Penalty: 5974.864258
	Iteration 112Q: 3 clusters Score -2.186046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 162842 members 
Entering Unmasked Estep 
Score: -21860448.000000 Penalty: 5974.864258
	Iteration 113Q: 3 clusters Score -2.186045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -21860432.000000 Penalty: 5974.864258
	Iteration 114Q: 3 clusters Score -2.186043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -21860428.000000 Penalty: 5974.864258
	Iteration 115Q: 3 clusters Score -2.186043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -21860450.000000 Penalty: 5974.864258
	Iteration 116Q: 3 clusters Score -2.186045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -21860456.000000 Penalty: 5974.864258
	Iteration 117Q: 3 clusters Score -2.186046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 162940 members 
Entering Unmasked Estep 
Score: -21860456.000000 Penalty: 5974.864258
	Iteration 118Q: 3 clusters Score -2.186046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -21860452.000000 Penalty: 5974.864258
	Iteration 119Q: 3 clusters Score -2.186045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -21860466.000000 Penalty: 5974.864258
	Iteration 120F: 3 clusters Score -2.186047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -21860468.000000 Penalty: 5974.864258
	Iteration 121Q: 3 clusters Score -2.186047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -21860448.000000 Penalty: 5974.864258
	Iteration 122Q: 3 clusters Score -2.186045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -21860464.000000 Penalty: 5974.864258
	Iteration 123Q: 3 clusters Score -2.186046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 124Q: 3 clusters Score -2.186047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -21860468.000000 Penalty: 5974.864258
	Iteration 125Q: 3 clusters Score -2.186047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -21860490.000000 Penalty: 5974.864258
	Iteration 126Q: 3 clusters Score -2.186049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -21860488.000000 Penalty: 5974.864258
	Iteration 127Q: 3 clusters Score -2.186049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -21860480.000000 Penalty: 5974.864258
	Iteration 128Q: 3 clusters Score -2.186048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -21860492.000000 Penalty: 5974.864258
	Iteration 129Q: 3 clusters Score -2.186049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 130Q: 3 clusters Score -2.18605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 163233 members 
Entering Unmasked Estep 
Score: -21860518.000000 Penalty: 5974.864258
	Iteration 131Q: 3 clusters Score -2.186052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 132Q: 3 clusters Score -2.18605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -21860498.000000 Penalty: 5974.864258
	Iteration 133Q: 3 clusters Score -2.18605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -21860500.000000 Penalty: 5974.864258
	Iteration 134Q: 3 clusters Score -2.18605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -21860476.000000 Penalty: 5974.864258
	Iteration 135Q: 3 clusters Score -2.186048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -21860482.000000 Penalty: 5974.864258
	Iteration 136Q: 3 clusters Score -2.186048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 137Q: 3 clusters Score -2.186047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -21860472.000000 Penalty: 5974.864258
	Iteration 138Q: 3 clusters Score -2.186047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -21860482.000000 Penalty: 5974.864258
	Iteration 139Q: 3 clusters Score -2.186048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -21860488.000000 Penalty: 5974.864258
	Iteration 140F: 3 clusters Score -2.186049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 163337 members 
Entering Unmasked Estep 
Score: -21860476.000000 Penalty: 5974.864258
	Iteration 141Q: 3 clusters Score -2.186048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -21860472.000000 Penalty: 5974.864258
	Iteration 142Q: 3 clusters Score -2.186047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -21860466.000000 Penalty: 5974.864258
	Iteration 143Q: 3 clusters Score -2.186047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -21860484.000000 Penalty: 5974.864258
	Iteration 144Q: 3 clusters Score -2.186048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -21860460.000000 Penalty: 5974.864258
	Iteration 145Q: 3 clusters Score -2.186046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 146Q: 3 clusters Score -2.186047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -21860476.000000 Penalty: 5974.864258
	Iteration 147Q: 3 clusters Score -2.186048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -21860468.000000 Penalty: 5974.864258
	Iteration 148Q: 3 clusters Score -2.186047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 163478 members 
Entering Unmasked Estep 
Score: -21860470.000000 Penalty: 5974.864258
	Iteration 149Q: 3 clusters Score -2.186047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 163483 members 
Entering Unmasked Estep 
Score: -21860454.000000 Penalty: 5974.864258
	Iteration 150Q: 3 clusters Score -2.186045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -21860438.000000 Penalty: 5974.864258
	Iteration 151Q: 3 clusters Score -2.186044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -21860446.000000 Penalty: 5974.864258
	Iteration 152Q: 3 clusters Score -2.186045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 163516 members 
Entering Unmasked Estep 
Score: -21860472.000000 Penalty: 5974.864258
	Iteration 153Q: 3 clusters Score -2.186047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 163528 members 
Entering Unmasked Estep 
Score: -21860470.000000 Penalty: 5974.864258
	Iteration 154Q: 3 clusters Score -2.186047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -21860464.000000 Penalty: 5974.864258
	Iteration 155Q: 3 clusters Score -2.186046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -21860466.000000 Penalty: 5974.864258
	Iteration 156Q: 3 clusters Score -2.186047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -21860460.000000 Penalty: 5974.864258
	Iteration 157Q: 3 clusters Score -2.186046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 163571 members 
Entering Unmasked Estep 
Score: -21860450.000000 Penalty: 5974.864258
	Iteration 158Q: 3 clusters Score -2.186045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -21860474.000000 Penalty: 5974.864258
	Iteration 159Q: 3 clusters Score -2.186047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -21860458.000000 Penalty: 5974.864258
	Iteration 160F: 3 clusters Score -2.186046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -21860458.000000 Penalty: 5974.864258
	Iteration 161Q: 3 clusters Score -2.186046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 163604 members 
Entering Unmasked Estep 
Score: -21860468.000000 Penalty: 5974.864258
	Iteration 162Q: 3 clusters Score -2.186047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -21860472.000000 Penalty: 5974.864258
	Iteration 163Q: 3 clusters Score -2.186047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -21860460.000000 Penalty: 5974.864258
	Iteration 164Q: 3 clusters Score -2.186046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -21860458.000000 Penalty: 5974.864258
	Iteration 165Q: 3 clusters Score -2.186046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -21860456.000000 Penalty: 5974.864258
	Iteration 166Q: 3 clusters Score -2.186046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -21860456.000000 Penalty: 5974.864258
	Iteration 167Q: 3 clusters Score -2.186046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -21860452.000000 Penalty: 5974.864258
	Iteration 168Q: 3 clusters Score -2.186045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 163693 members 
Entering Unmasked Estep 
Score: -21860448.000000 Penalty: 5974.864258
	Iteration 169Q: 3 clusters Score -2.186045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -21860430.000000 Penalty: 5974.864258
	Iteration 170Q: 3 clusters Score -2.186043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -21860416.000000 Penalty: 5974.864258
	Iteration 171Q: 3 clusters Score -2.186042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -21860418.000000 Penalty: 5974.864258
	Iteration 172Q: 3 clusters Score -2.186042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -21860404.000000 Penalty: 5974.864258
	Iteration 173Q: 3 clusters Score -2.18604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -21860406.000000 Penalty: 5974.864258
	Iteration 174Q: 3 clusters Score -2.186041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -21860404.000000 Penalty: 5974.864258
	Iteration 175Q: 3 clusters Score -2.18604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 163766 members 
Entering Unmasked Estep 
Score: -21860404.000000 Penalty: 5974.864258
	Iteration 176Q: 3 clusters Score -2.18604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21860408.000000 Penalty: 5974.864258
	Iteration 177Q: 3 clusters Score -2.186041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -21860398.000000 Penalty: 5974.864258
	Iteration 178Q: 3 clusters Score -2.18604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -21860380.000000 Penalty: 5974.864258
	Iteration 179Q: 3 clusters Score -2.186038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -21860414.000000 Penalty: 5974.864258
	Iteration 180F: 3 clusters Score -2.186041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -21860406.000000 Penalty: 5974.864258
	Iteration 181Q: 3 clusters Score -2.186041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -21860406.000000 Penalty: 5974.864258
	Iteration 182Q: 3 clusters Score -2.186041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -21860414.000000 Penalty: 5974.864258
	Iteration 183Q: 3 clusters Score -2.186041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -21860396.000000 Penalty: 5974.864258
	Iteration 184Q: 3 clusters Score -2.18604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -21860404.000000 Penalty: 5974.864258
	Iteration 185Q: 3 clusters Score -2.18604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -21860416.000000 Penalty: 5974.864258
	Iteration 186Q: 3 clusters Score -2.186042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -21860416.000000 Penalty: 5974.864258
	Iteration 187Q: 3 clusters Score -2.186042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -21860416.000000 Penalty: 5974.864258
	Iteration 188Q: 3 clusters Score -2.186042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -21860406.000000 Penalty: 5974.864258
	Iteration 189Q: 3 clusters Score -2.186041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 163854 members 
Entering Unmasked Estep 
Score: -21860446.000000 Penalty: 5974.864258
	Iteration 190Q: 3 clusters Score -2.186045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -21860420.000000 Penalty: 5974.864258
	Iteration 191Q: 3 clusters Score -2.186042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -21860424.000000 Penalty: 5974.864258
	Iteration 192Q: 3 clusters Score -2.186042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -21860424.000000 Penalty: 5974.864258
	Iteration 193Q: 3 clusters Score -2.186042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -21860412.000000 Penalty: 5974.864258
	Iteration 194Q: 3 clusters Score -2.186041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -21860424.000000 Penalty: 5974.864258
	Iteration 195Q: 3 clusters Score -2.186042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -21860430.000000 Penalty: 5974.864258
	Iteration 196Q: 3 clusters Score -2.186043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -21860414.000000 Penalty: 5974.864258
	Iteration 197Q: 3 clusters Score -2.186041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 163871 members 
Entering Unmasked Estep 
Score: -21860418.000000 Penalty: 5974.864258
	Iteration 198Q: 3 clusters Score -2.186042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 163871 members 
Entering Unmasked Estep 
Score: -21860418.000000 Penalty: 5974.864258
	Iteration 199F: 3 clusters Score -2.186042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 207354 members 
Mstep: Class 9 contains 167211 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188113 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 44951 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 159371 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187923 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 7673 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 163871 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166417744.000000 Penalty: 80372.445312
Splitting cluster 7 changes total score from -166418112.000000 to -166417744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (207354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207354 members 
Entering Unmasked Estep 
Score: -26898780.000000 Penalty: 3036.061279
	Iteration 0F: 2 clusters Score -2.689878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -26793428.000000 Penalty: 6072.122559
	Iteration 0F: 3 clusters Score -2.679343e+07 nChanged 99864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -26851250.000000 Penalty: 6072.122559
	Iteration 1F: 3 clusters Score -2.685125e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -26852496.000000 Penalty: 6072.122559
	Iteration 2Q: 3 clusters Score -2.68525e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -26853872.000000 Penalty: 6072.122559
	Iteration 3Q: 3 clusters Score -2.685387e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -26856286.000000 Penalty: 6072.122559
	Iteration 4Q: 3 clusters Score -2.685629e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -26860014.000000 Penalty: 6072.122559
	Iteration 5Q: 3 clusters Score -2.686001e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -26866068.000000 Penalty: 6072.122559
	Iteration 6F: 3 clusters Score -2.686607e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -26875732.000000 Penalty: 6072.122559
	Iteration 7F: 3 clusters Score -2.687573e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -26886438.000000 Penalty: 6072.122559
	Iteration 8F: 3 clusters Score -2.688644e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -26895870.000000 Penalty: 6072.122559
	Iteration 9F: 3 clusters Score -2.689587e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -26900368.000000 Penalty: 6072.122559
	Iteration 10Q: 3 clusters Score -2.690037e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 186142 members 
Entering Unmasked Estep 
Score: -26900988.000000 Penalty: 6072.122559
	Iteration 11Q: 3 clusters Score -2.690099e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 190675 members 
Entering Unmasked Estep 
Score: -26900474.000000 Penalty: 6072.122559
	Iteration 12Q: 3 clusters Score -2.690047e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 193882 members 
Entering Unmasked Estep 
Score: -26899808.000000 Penalty: 6072.122559
	Iteration 13Q: 3 clusters Score -2.689981e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 196184 members 
Entering Unmasked Estep 
Score: -26899380.000000 Penalty: 6072.122559
	Iteration 14Q: 3 clusters Score -2.689938e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 197876 members 
Entering Unmasked Estep 
Score: -26899092.000000 Penalty: 6072.122559
	Iteration 15Q: 3 clusters Score -2.689909e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 199150 members 
Entering Unmasked Estep 
Score: -26898832.000000 Penalty: 6072.122559
	Iteration 16Q: 3 clusters Score -2.689883e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 200218 members 
Entering Unmasked Estep 
Score: -26898620.000000 Penalty: 6072.122559
	Iteration 17Q: 3 clusters Score -2.689862e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 201074 members 
Entering Unmasked Estep 
Score: -26898346.000000 Penalty: 6072.122559
	Iteration 18Q: 3 clusters Score -2.689835e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 201754 members 
Entering Unmasked Estep 
Score: -26898232.000000 Penalty: 6072.122559
	Iteration 19Q: 3 clusters Score -2.689823e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 202331 members 
Entering Unmasked Estep 
Score: -26898046.000000 Penalty: 6072.122559
	Iteration 20F: 3 clusters Score -2.689805e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 202803 members 
Entering Unmasked Estep 
Score: -26897936.000000 Penalty: 6072.122559
	Iteration 21Q: 3 clusters Score -2.689794e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 203209 members 
Entering Unmasked Estep 
Score: -26897870.000000 Penalty: 6072.122559
	Iteration 22Q: 3 clusters Score -2.689787e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 203563 members 
Entering Unmasked Estep 
Score: -26897752.000000 Penalty: 6072.122559
	Iteration 23Q: 3 clusters Score -2.689775e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 203871 members 
Entering Unmasked Estep 
Score: -26897666.000000 Penalty: 6072.122559
	Iteration 24Q: 3 clusters Score -2.689767e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 204111 members 
Entering Unmasked Estep 
Score: -26897542.000000 Penalty: 6072.122559
	Iteration 25Q: 3 clusters Score -2.689754e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 204303 members 
Entering Unmasked Estep 
Score: -26897458.000000 Penalty: 6072.122559
	Iteration 26Q: 3 clusters Score -2.689746e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 204484 members 
Entering Unmasked Estep 
Score: -26897440.000000 Penalty: 6072.122559
	Iteration 27Q: 3 clusters Score -2.689744e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 204623 members 
Entering Unmasked Estep 
Score: -26897346.000000 Penalty: 6072.122559
	Iteration 28Q: 3 clusters Score -2.689735e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 204745 members 
Entering Unmasked Estep 
Score: -26897320.000000 Penalty: 6072.122559
	Iteration 29Q: 3 clusters Score -2.689732e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 204856 members 
Entering Unmasked Estep 
Score: -26897256.000000 Penalty: 6072.122559
	Iteration 30Q: 3 clusters Score -2.689726e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 204948 members 
Entering Unmasked Estep 
Score: -26897238.000000 Penalty: 6072.122559
	Iteration 31Q: 3 clusters Score -2.689724e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 205010 members 
Entering Unmasked Estep 
Score: -26897296.000000 Penalty: 6072.122559
	Iteration 32Q: 3 clusters Score -2.68973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 205073 members 
Entering Unmasked Estep 
Score: -26897300.000000 Penalty: 6072.122559
	Iteration 33Q: 3 clusters Score -2.68973e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 205124 members 
Entering Unmasked Estep 
Score: -26897252.000000 Penalty: 6072.122559
	Iteration 34Q: 3 clusters Score -2.689725e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 205168 members 
Entering Unmasked Estep 
Score: -26897240.000000 Penalty: 6072.122559
	Iteration 35Q: 3 clusters Score -2.689724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 205194 members 
Entering Unmasked Estep 
Score: -26897242.000000 Penalty: 6072.122559
	Iteration 36Q: 3 clusters Score -2.689724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 205230 members 
Entering Unmasked Estep 
Score: -26897220.000000 Penalty: 6072.122559
	Iteration 37Q: 3 clusters Score -2.689722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 205270 members 
Entering Unmasked Estep 
Score: -26897204.000000 Penalty: 6072.122559
	Iteration 38Q: 3 clusters Score -2.68972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 205300 members 
Entering Unmasked Estep 
Score: -26897188.000000 Penalty: 6072.122559
	Iteration 39Q: 3 clusters Score -2.689719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 205328 members 
Entering Unmasked Estep 
Score: -26897156.000000 Penalty: 6072.122559
	Iteration 40F: 3 clusters Score -2.689716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 205359 members 
Entering Unmasked Estep 
Score: -26897196.000000 Penalty: 6072.122559
	Iteration 41Q: 3 clusters Score -2.68972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 205390 members 
Entering Unmasked Estep 
Score: -26897188.000000 Penalty: 6072.122559
	Iteration 42Q: 3 clusters Score -2.689719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 205411 members 
Entering Unmasked Estep 
Score: -26897180.000000 Penalty: 6072.122559
	Iteration 43Q: 3 clusters Score -2.689718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 205430 members 
Entering Unmasked Estep 
Score: -26897164.000000 Penalty: 6072.122559
	Iteration 44Q: 3 clusters Score -2.689716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 205445 members 
Entering Unmasked Estep 
Score: -26897156.000000 Penalty: 6072.122559
	Iteration 45Q: 3 clusters Score -2.689716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 205457 members 
Entering Unmasked Estep 
Score: -26897148.000000 Penalty: 6072.122559
	Iteration 46Q: 3 clusters Score -2.689715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 205466 members 
Entering Unmasked Estep 
Score: -26897130.000000 Penalty: 6072.122559
	Iteration 47Q: 3 clusters Score -2.689713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 205482 members 
Entering Unmasked Estep 
Score: -26897166.000000 Penalty: 6072.122559
	Iteration 48Q: 3 clusters Score -2.689717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 205495 members 
Entering Unmasked Estep 
Score: -26897166.000000 Penalty: 6072.122559
	Iteration 49Q: 3 clusters Score -2.689717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 205513 members 
Entering Unmasked Estep 
Score: -26897142.000000 Penalty: 6072.122559
	Iteration 50Q: 3 clusters Score -2.689714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -26897166.000000 Penalty: 6072.122559
	Iteration 51Q: 3 clusters Score -2.689717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 205529 members 
Entering Unmasked Estep 
Score: -26897174.000000 Penalty: 6072.122559
	Iteration 52Q: 3 clusters Score -2.689717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 205543 members 
Entering Unmasked Estep 
Score: -26897166.000000 Penalty: 6072.122559
	Iteration 53Q: 3 clusters Score -2.689717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -26897176.000000 Penalty: 6072.122559
	Iteration 54Q: 3 clusters Score -2.689718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -26897160.000000 Penalty: 6072.122559
	Iteration 55Q: 3 clusters Score -2.689716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 205566 members 
Entering Unmasked Estep 
Score: -26897154.000000 Penalty: 6072.122559
	Iteration 56Q: 3 clusters Score -2.689715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 205570 members 
Entering Unmasked Estep 
Score: -26897156.000000 Penalty: 6072.122559
	Iteration 57Q: 3 clusters Score -2.689716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 205573 members 
Entering Unmasked Estep 
Score: -26897150.000000 Penalty: 6072.122559
	Iteration 58Q: 3 clusters Score -2.689715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 205576 members 
Entering Unmasked Estep 
Score: -26897164.000000 Penalty: 6072.122559
	Iteration 59Q: 3 clusters Score -2.689716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 205578 members 
Entering Unmasked Estep 
Score: -26897152.000000 Penalty: 6072.122559
	Iteration 60F: 3 clusters Score -2.689715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -26897178.000000 Penalty: 6072.122559
	Iteration 61Q: 3 clusters Score -2.689718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 205586 members 
Entering Unmasked Estep 
Score: -26897188.000000 Penalty: 6072.122559
	Iteration 62Q: 3 clusters Score -2.689719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 205590 members 
Entering Unmasked Estep 
Score: -26897164.000000 Penalty: 6072.122559
	Iteration 63Q: 3 clusters Score -2.689716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 205594 members 
Entering Unmasked Estep 
Score: -26897170.000000 Penalty: 6072.122559
	Iteration 64Q: 3 clusters Score -2.689717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -26897158.000000 Penalty: 6072.122559
	Iteration 65Q: 3 clusters Score -2.689716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -26897150.000000 Penalty: 6072.122559
	Iteration 66Q: 3 clusters Score -2.689715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 205614 members 
Entering Unmasked Estep 
Score: -26897140.000000 Penalty: 6072.122559
	Iteration 67Q: 3 clusters Score -2.689714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 205621 members 
Entering Unmasked Estep 
Score: -26897144.000000 Penalty: 6072.122559
	Iteration 68Q: 3 clusters Score -2.689714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 205623 members 
Entering Unmasked Estep 
Score: -26897162.000000 Penalty: 6072.122559
	Iteration 69Q: 3 clusters Score -2.689716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 205629 members 
Entering Unmasked Estep 
Score: -26897176.000000 Penalty: 6072.122559
	Iteration 70Q: 3 clusters Score -2.689718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 205634 members 
Entering Unmasked Estep 
Score: -26897158.000000 Penalty: 6072.122559
	Iteration 71Q: 3 clusters Score -2.689716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 205632 members 
Entering Unmasked Estep 
Score: -26897172.000000 Penalty: 6072.122559
	Iteration 72Q: 3 clusters Score -2.689717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 205632 members 
Entering Unmasked Estep 
Score: -26897170.000000 Penalty: 6072.122559
	Iteration 73Q: 3 clusters Score -2.689717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 205633 members 
Entering Unmasked Estep 
Score: -26897156.000000 Penalty: 6072.122559
	Iteration 74Q: 3 clusters Score -2.689716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 205636 members 
Entering Unmasked Estep 
Score: -26897178.000000 Penalty: 6072.122559
	Iteration 75Q: 3 clusters Score -2.689718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 205644 members 
Entering Unmasked Estep 
Score: -26897158.000000 Penalty: 6072.122559
	Iteration 76Q: 3 clusters Score -2.689716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 205645 members 
Entering Unmasked Estep 
Score: -26897172.000000 Penalty: 6072.122559
	Iteration 77Q: 3 clusters Score -2.689717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 205650 members 
Entering Unmasked Estep 
Score: -26897176.000000 Penalty: 6072.122559
	Iteration 78Q: 3 clusters Score -2.689718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -26897168.000000 Penalty: 6072.122559
	Iteration 79Q: 3 clusters Score -2.689717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -26897168.000000 Penalty: 6072.122559
	Iteration 80F: 3 clusters Score -2.689717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 205653 members 
Entering Unmasked Estep 
Score: -26897164.000000 Penalty: 6072.122559
	Iteration 81Q: 3 clusters Score -2.689716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 205658 members 
Entering Unmasked Estep 
Score: -26897172.000000 Penalty: 6072.122559
	Iteration 82Q: 3 clusters Score -2.689717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 205662 members 
Entering Unmasked Estep 
Score: -26897182.000000 Penalty: 6072.122559
	Iteration 83Q: 3 clusters Score -2.689718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 205665 members 
Entering Unmasked Estep 
Score: -26897198.000000 Penalty: 6072.122559
	Iteration 84Q: 3 clusters Score -2.68972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 205671 members 
Entering Unmasked Estep 
Score: -26897184.000000 Penalty: 6072.122559
	Iteration 85Q: 3 clusters Score -2.689718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 205672 members 
Entering Unmasked Estep 
Score: -26897182.000000 Penalty: 6072.122559
	Iteration 86Q: 3 clusters Score -2.689718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -26897190.000000 Penalty: 6072.122559
	Iteration 87Q: 3 clusters Score -2.689719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 205676 members 
Entering Unmasked Estep 
Score: -26897186.000000 Penalty: 6072.122559
	Iteration 88Q: 3 clusters Score -2.689719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 205677 members 
Entering Unmasked Estep 
Score: -26897184.000000 Penalty: 6072.122559
	Iteration 89Q: 3 clusters Score -2.689718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -26897176.000000 Penalty: 6072.122559
	Iteration 90Q: 3 clusters Score -2.689718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -26897176.000000 Penalty: 6072.122559
	Iteration 91F: 3 clusters Score -2.689718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Entering Unmasked Estep 
Score: -21674432.000000 Penalty: 2982.698975
	Iteration 0F: 2 clusters Score -2.167443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -21563792.000000 Penalty: 5965.397949
	Iteration 0F: 3 clusters Score -2.156379e+07 nChanged 79943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -21610328.000000 Penalty: 5965.397949
	Iteration 1F: 3 clusters Score -2.161033e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 84581 members 
Entering Unmasked Estep 
Score: -21611652.000000 Penalty: 5965.397949
	Iteration 2Q: 3 clusters Score -2.161165e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -21613200.000000 Penalty: 5965.397949
	Iteration 3Q: 3 clusters Score -2.16132e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -21615700.000000 Penalty: 5965.397949
	Iteration 4Q: 3 clusters Score -2.16157e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -21619176.000000 Penalty: 5965.397949
	Iteration 5Q: 3 clusters Score -2.161918e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -21623954.000000 Penalty: 5965.397949
	Iteration 6F: 3 clusters Score -2.162395e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -21631164.000000 Penalty: 5965.397949
	Iteration 7F: 3 clusters Score -2.163116e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -21640302.000000 Penalty: 5965.397949
	Iteration 8F: 3 clusters Score -2.16403e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -21648552.000000 Penalty: 5965.397949
	Iteration 9F: 3 clusters Score -2.164855e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -21652508.000000 Penalty: 5965.397949
	Iteration 10F: 3 clusters Score -2.165251e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -21654474.000000 Penalty: 5965.397949
	Iteration 11Q: 3 clusters Score -2.165447e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -21655890.000000 Penalty: 5965.397949
	Iteration 12Q: 3 clusters Score -2.165589e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -21657062.000000 Penalty: 5965.397949
	Iteration 13Q: 3 clusters Score -2.165706e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -21658456.000000 Penalty: 5965.397949
	Iteration 14Q: 3 clusters Score -2.165846e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -21659596.000000 Penalty: 5965.397949
	Iteration 15Q: 3 clusters Score -2.16596e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -21660624.000000 Penalty: 5965.397949
	Iteration 16Q: 3 clusters Score -2.166062e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -21661356.000000 Penalty: 5965.397949
	Iteration 17Q: 3 clusters Score -2.166136e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112463 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -21662208.000000 Penalty: 5965.397949
	Iteration 18Q: 3 clusters Score -2.166221e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -21662798.000000 Penalty: 5965.397949
	Iteration 19Q: 3 clusters Score -2.16628e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116746 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -21663438.000000 Penalty: 5965.397949
	Iteration 20F: 3 clusters Score -2.166344e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -21663934.000000 Penalty: 5965.397949
	Iteration 21Q: 3 clusters Score -2.166393e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -21664326.000000 Penalty: 5965.397949
	Iteration 22Q: 3 clusters Score -2.166433e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122755 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -21664796.000000 Penalty: 5965.397949
	Iteration 23Q: 3 clusters Score -2.16648e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -21665214.000000 Penalty: 5965.397949
	Iteration 24Q: 3 clusters Score -2.166521e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -21665534.000000 Penalty: 5965.397949
	Iteration 25Q: 3 clusters Score -2.166553e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -21665888.000000 Penalty: 5965.397949
	Iteration 26Q: 3 clusters Score -2.166589e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -21666288.000000 Penalty: 5965.397949
	Iteration 27Q: 3 clusters Score -2.166629e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -21666704.000000 Penalty: 5965.397949
	Iteration 28Q: 3 clusters Score -2.16667e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134400 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -21667262.000000 Penalty: 5965.397949
	Iteration 29Q: 3 clusters Score -2.166726e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136162 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -21667684.000000 Penalty: 5965.397949
	Iteration 30Q: 3 clusters Score -2.166768e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137886 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -21668100.000000 Penalty: 5965.397949
	Iteration 31Q: 3 clusters Score -2.16681e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -21668426.000000 Penalty: 5965.397949
	Iteration 32Q: 3 clusters Score -2.166843e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141115 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -21668782.000000 Penalty: 5965.397949
	Iteration 33Q: 3 clusters Score -2.166878e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -21669130.000000 Penalty: 5965.397949
	Iteration 34Q: 3 clusters Score -2.166913e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -21669380.000000 Penalty: 5965.397949
	Iteration 35Q: 3 clusters Score -2.166938e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -21669748.000000 Penalty: 5965.397949
	Iteration 36Q: 3 clusters Score -2.166975e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -21670024.000000 Penalty: 5965.397949
	Iteration 37Q: 3 clusters Score -2.167002e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -21670262.000000 Penalty: 5965.397949
	Iteration 38Q: 3 clusters Score -2.167026e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -21670492.000000 Penalty: 5965.397949
	Iteration 39Q: 3 clusters Score -2.167049e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -21670654.000000 Penalty: 5965.397949
	Iteration 40F: 3 clusters Score -2.167065e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151982 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -21670956.000000 Penalty: 5965.397949
	Iteration 41Q: 3 clusters Score -2.167096e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -21671200.000000 Penalty: 5965.397949
	Iteration 42Q: 3 clusters Score -2.16712e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -21671360.000000 Penalty: 5965.397949
	Iteration 43Q: 3 clusters Score -2.167136e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -21671522.000000 Penalty: 5965.397949
	Iteration 44Q: 3 clusters Score -2.167152e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -21671646.000000 Penalty: 5965.397949
	Iteration 45Q: 3 clusters Score -2.167165e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -21671784.000000 Penalty: 5965.397949
	Iteration 46Q: 3 clusters Score -2.167178e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -21671934.000000 Penalty: 5965.397949
	Iteration 47Q: 3 clusters Score -2.167193e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -21672102.000000 Penalty: 5965.397949
	Iteration 48Q: 3 clusters Score -2.16721e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -21672276.000000 Penalty: 5965.397949
	Iteration 49Q: 3 clusters Score -2.167228e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -21672342.000000 Penalty: 5965.397949
	Iteration 50Q: 3 clusters Score -2.167234e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -21672412.000000 Penalty: 5965.397949
	Iteration 51Q: 3 clusters Score -2.167241e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -21672536.000000 Penalty: 5965.397949
	Iteration 52Q: 3 clusters Score -2.167254e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -21672566.000000 Penalty: 5965.397949
	Iteration 53Q: 3 clusters Score -2.167257e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -21672606.000000 Penalty: 5965.397949
	Iteration 54Q: 3 clusters Score -2.167261e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -21672670.000000 Penalty: 5965.397949
	Iteration 55Q: 3 clusters Score -2.167267e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162026 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -21672748.000000 Penalty: 5965.397949
	Iteration 56Q: 3 clusters Score -2.167275e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -21672798.000000 Penalty: 5965.397949
	Iteration 57Q: 3 clusters Score -2.16728e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162576 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -21672862.000000 Penalty: 5965.397949
	Iteration 58Q: 3 clusters Score -2.167286e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -21672868.000000 Penalty: 5965.397949
	Iteration 59Q: 3 clusters Score -2.167287e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21672892.000000 Penalty: 5965.397949
	Iteration 60F: 3 clusters Score -2.167289e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -21672882.000000 Penalty: 5965.397949
	Iteration 61Q: 3 clusters Score -2.167288e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -21672906.000000 Penalty: 5965.397949
	Iteration 62Q: 3 clusters Score -2.167291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21672900.000000 Penalty: 5965.397949
	Iteration 63Q: 3 clusters Score -2.16729e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21672938.000000 Penalty: 5965.397949
	Iteration 64Q: 3 clusters Score -2.167294e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -21672966.000000 Penalty: 5965.397949
	Iteration 65Q: 3 clusters Score -2.167297e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21672966.000000 Penalty: 5965.397949
	Iteration 66Q: 3 clusters Score -2.167297e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -21672992.000000 Penalty: 5965.397949
	Iteration 67Q: 3 clusters Score -2.167299e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -21672988.000000 Penalty: 5965.397949
	Iteration 68Q: 3 clusters Score -2.167299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21672984.000000 Penalty: 5965.397949
	Iteration 69Q: 3 clusters Score -2.167298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21672978.000000 Penalty: 5965.397949
	Iteration 70Q: 3 clusters Score -2.167298e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21672986.000000 Penalty: 5965.397949
	Iteration 71Q: 3 clusters Score -2.167299e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21673030.000000 Penalty: 5965.397949
	Iteration 72Q: 3 clusters Score -2.167303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21672994.000000 Penalty: 5965.397949
	Iteration 73Q: 3 clusters Score -2.167299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164161 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21672992.000000 Penalty: 5965.397949
	Iteration 74Q: 3 clusters Score -2.167299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -21672984.000000 Penalty: 5965.397949
	Iteration 75Q: 3 clusters Score -2.167298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -21673010.000000 Penalty: 5965.397949
	Iteration 76Q: 3 clusters Score -2.167301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -21673002.000000 Penalty: 5965.397949
	Iteration 77Q: 3 clusters Score -2.1673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21673018.000000 Penalty: 5965.397949
	Iteration 78Q: 3 clusters Score -2.167302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21673028.000000 Penalty: 5965.397949
	Iteration 79Q: 3 clusters Score -2.167303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21673012.000000 Penalty: 5965.397949
	Iteration 80F: 3 clusters Score -2.167301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21672992.000000 Penalty: 5965.397949
	Iteration 81Q: 3 clusters Score -2.167299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21673000.000000 Penalty: 5965.397949
	Iteration 82Q: 3 clusters Score -2.1673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21673002.000000 Penalty: 5965.397949
	Iteration 83Q: 3 clusters Score -2.1673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21673002.000000 Penalty: 5965.397949
	Iteration 84Q: 3 clusters Score -2.1673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21673004.000000 Penalty: 5965.397949
	Iteration 85Q: 3 clusters Score -2.1673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21672984.000000 Penalty: 5965.397949
	Iteration 86Q: 3 clusters Score -2.167298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -21672994.000000 Penalty: 5965.397949
	Iteration 87Q: 3 clusters Score -2.167299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21672982.000000 Penalty: 5965.397949
	Iteration 88Q: 3 clusters Score -2.167298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21672986.000000 Penalty: 5965.397949
	Iteration 89Q: 3 clusters Score -2.167299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21673014.000000 Penalty: 5965.397949
	Iteration 90Q: 3 clusters Score -2.167301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21673000.000000 Penalty: 5965.397949
	Iteration 91Q: 3 clusters Score -2.1673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21673008.000000 Penalty: 5965.397949
	Iteration 92Q: 3 clusters Score -2.167301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -21673002.000000 Penalty: 5965.397949
	Iteration 93Q: 3 clusters Score -2.1673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21673004.000000 Penalty: 5965.397949
	Iteration 94Q: 3 clusters Score -2.1673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21673022.000000 Penalty: 5965.397949
	Iteration 95Q: 3 clusters Score -2.167302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21673022.000000 Penalty: 5965.397949
	Iteration 96Q: 3 clusters Score -2.167302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164627 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -21673020.000000 Penalty: 5965.397949
	Iteration 97Q: 3 clusters Score -2.167302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21673014.000000 Penalty: 5965.397949
	Iteration 98Q: 3 clusters Score -2.167301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21673026.000000 Penalty: 5965.397949
	Iteration 99Q: 3 clusters Score -2.167303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21673028.000000 Penalty: 5965.397949
	Iteration 100F: 3 clusters Score -2.167303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -21673018.000000 Penalty: 5965.397949
	Iteration 101Q: 3 clusters Score -2.167302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21673012.000000 Penalty: 5965.397949
	Iteration 102Q: 3 clusters Score -2.167301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164705 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21673016.000000 Penalty: 5965.397949
	Iteration 103Q: 3 clusters Score -2.167302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21673000.000000 Penalty: 5965.397949
	Iteration 104Q: 3 clusters Score -2.1673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21672980.000000 Penalty: 5965.397949
	Iteration 105Q: 3 clusters Score -2.167298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164731 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21672980.000000 Penalty: 5965.397949
	Iteration 106Q: 3 clusters Score -2.167298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21672994.000000 Penalty: 5965.397949
	Iteration 107Q: 3 clusters Score -2.167299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164744 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21672986.000000 Penalty: 5965.397949
	Iteration 108Q: 3 clusters Score -2.167299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164753 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -21672964.000000 Penalty: 5965.397949
	Iteration 109Q: 3 clusters Score -2.167296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21672978.000000 Penalty: 5965.397949
	Iteration 110Q: 3 clusters Score -2.167298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164764 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21672972.000000 Penalty: 5965.397949
	Iteration 111Q: 3 clusters Score -2.167297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21672980.000000 Penalty: 5965.397949
	Iteration 112Q: 3 clusters Score -2.167298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21672966.000000 Penalty: 5965.397949
	Iteration 113Q: 3 clusters Score -2.167297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164774 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21672966.000000 Penalty: 5965.397949
	Iteration 114Q: 3 clusters Score -2.167297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -21672978.000000 Penalty: 5965.397949
	Iteration 115Q: 3 clusters Score -2.167298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21672990.000000 Penalty: 5965.397949
	Iteration 116Q: 3 clusters Score -2.167299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21672976.000000 Penalty: 5965.397949
	Iteration 117Q: 3 clusters Score -2.167298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164788 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21672972.000000 Penalty: 5965.397949
	Iteration 118Q: 3 clusters Score -2.167297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164788 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21672972.000000 Penalty: 5965.397949
	Iteration 119F: 3 clusters Score -2.167297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100788.843750 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100788.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101414.289062 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101414.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101813.945312 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101813.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102155.601562 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -102155.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102396.210938 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -102396.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102528.679688 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -102528.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102660.789062 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -102660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102769.703125 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -102769.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102835.203125 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -102835.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102981.851562 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -102981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103109.375000 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103109.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103193.906250 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103335.601562 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -103335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103560.562500 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -103560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103713.726562 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -103713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103713.726562 Penalty: 3393.970947
	Iteration 15F: 3 clusters Score -103713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 170433 members 
Mstep: Class 8 contains 207354 members 
Mstep: Class 9 contains 167211 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 188113 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 44951 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 159371 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187923 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 7673 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166417440.000000 Penalty: 80372.445312
Splitting cluster 10 changes total score from -166418112.000000 to -166417440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (188113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Entering Unmasked Estep 
Score: -24122206.000000 Penalty: 3011.909912
	Iteration 0F: 2 clusters Score -2.412221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -23997552.000000 Penalty: 6023.819824
	Iteration 0F: 3 clusters Score -2.399755e+07 nChanged 90316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -24050062.000000 Penalty: 6023.819824
	Iteration 1F: 3 clusters Score -2.405006e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -24051160.000000 Penalty: 6023.819824
	Iteration 2Q: 3 clusters Score -2.405116e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -24053060.000000 Penalty: 6023.819824
	Iteration 3Q: 3 clusters Score -2.405306e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -24056098.000000 Penalty: 6023.819824
	Iteration 4Q: 3 clusters Score -2.40561e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -24061716.000000 Penalty: 6023.819824
	Iteration 5F: 3 clusters Score -2.406172e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 113950 members 
Entering Unmasked Estep 
Score: -24070736.000000 Penalty: 6023.819824
	Iteration 6F: 3 clusters Score -2.407074e+07 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -24083042.000000 Penalty: 6023.819824
	Iteration 7F: 3 clusters Score -2.408304e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -24096004.000000 Penalty: 6023.819824
	Iteration 8F: 3 clusters Score -2.4096e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -24105242.000000 Penalty: 6023.819824
	Iteration 9F: 3 clusters Score -2.410524e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -24110022.000000 Penalty: 6023.819824
	Iteration 10Q: 3 clusters Score -2.411002e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -24112846.000000 Penalty: 6023.819824
	Iteration 11Q: 3 clusters Score -2.411285e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -24114664.000000 Penalty: 6023.819824
	Iteration 12Q: 3 clusters Score -2.411466e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -24116194.000000 Penalty: 6023.819824
	Iteration 13Q: 3 clusters Score -2.411619e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -24117348.000000 Penalty: 6023.819824
	Iteration 14Q: 3 clusters Score -2.411735e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -24118178.000000 Penalty: 6023.819824
	Iteration 15Q: 3 clusters Score -2.411818e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -24118856.000000 Penalty: 6023.819824
	Iteration 16Q: 3 clusters Score -2.411886e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 151986 members 
Entering Unmasked Estep 
Score: -24119346.000000 Penalty: 6023.819824
	Iteration 17Q: 3 clusters Score -2.411935e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -24119646.000000 Penalty: 6023.819824
	Iteration 18Q: 3 clusters Score -2.411965e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -24119980.000000 Penalty: 6023.819824
	Iteration 19Q: 3 clusters Score -2.411998e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -24120230.000000 Penalty: 6023.819824
	Iteration 20F: 3 clusters Score -2.412023e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 156539 members 
Entering Unmasked Estep 
Score: -24120372.000000 Penalty: 6023.819824
	Iteration 21Q: 3 clusters Score -2.412037e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -24120576.000000 Penalty: 6023.819824
	Iteration 22Q: 3 clusters Score -2.412058e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -24120742.000000 Penalty: 6023.819824
	Iteration 23Q: 3 clusters Score -2.412074e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -24120946.000000 Penalty: 6023.819824
	Iteration 24Q: 3 clusters Score -2.412095e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -24121012.000000 Penalty: 6023.819824
	Iteration 25Q: 3 clusters Score -2.412101e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -24121092.000000 Penalty: 6023.819824
	Iteration 26Q: 3 clusters Score -2.412109e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -24121210.000000 Penalty: 6023.819824
	Iteration 27Q: 3 clusters Score -2.412121e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 161874 members 
Entering Unmasked Estep 
Score: -24121262.000000 Penalty: 6023.819824
	Iteration 28Q: 3 clusters Score -2.412126e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -24121362.000000 Penalty: 6023.819824
	Iteration 29Q: 3 clusters Score -2.412136e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -24121474.000000 Penalty: 6023.819824
	Iteration 30Q: 3 clusters Score -2.412147e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -24121522.000000 Penalty: 6023.819824
	Iteration 31Q: 3 clusters Score -2.412152e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -24121538.000000 Penalty: 6023.819824
	Iteration 32Q: 3 clusters Score -2.412154e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -24121568.000000 Penalty: 6023.819824
	Iteration 33Q: 3 clusters Score -2.412157e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -24121634.000000 Penalty: 6023.819824
	Iteration 34Q: 3 clusters Score -2.412163e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -24121632.000000 Penalty: 6023.819824
	Iteration 35Q: 3 clusters Score -2.412163e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -24121636.000000 Penalty: 6023.819824
	Iteration 36Q: 3 clusters Score -2.412164e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 166369 members 
Entering Unmasked Estep 
Score: -24121634.000000 Penalty: 6023.819824
	Iteration 37Q: 3 clusters Score -2.412163e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 166816 members 
Entering Unmasked Estep 
Score: -24121708.000000 Penalty: 6023.819824
	Iteration 38Q: 3 clusters Score -2.412171e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -24121864.000000 Penalty: 6023.819824
	Iteration 39Q: 3 clusters Score -2.412186e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 167652 members 
Entering Unmasked Estep 
Score: -24121824.000000 Penalty: 6023.819824
	Iteration 40F: 3 clusters Score -2.412182e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -24121840.000000 Penalty: 6023.819824
	Iteration 41Q: 3 clusters Score -2.412184e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -24121866.000000 Penalty: 6023.819824
	Iteration 42Q: 3 clusters Score -2.412187e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -24121920.000000 Penalty: 6023.819824
	Iteration 43Q: 3 clusters Score -2.412192e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -24121964.000000 Penalty: 6023.819824
	Iteration 44Q: 3 clusters Score -2.412196e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -24121994.000000 Penalty: 6023.819824
	Iteration 45Q: 3 clusters Score -2.412199e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -24122018.000000 Penalty: 6023.819824
	Iteration 46Q: 3 clusters Score -2.412202e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -24122022.000000 Penalty: 6023.819824
	Iteration 47Q: 3 clusters Score -2.412202e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -24122008.000000 Penalty: 6023.819824
	Iteration 48Q: 3 clusters Score -2.412201e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -24122006.000000 Penalty: 6023.819824
	Iteration 49Q: 3 clusters Score -2.412201e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -24122000.000000 Penalty: 6023.819824
	Iteration 50Q: 3 clusters Score -2.4122e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -24121998.000000 Penalty: 6023.819824
	Iteration 51Q: 3 clusters Score -2.4122e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -24122036.000000 Penalty: 6023.819824
	Iteration 52Q: 3 clusters Score -2.412204e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -24122080.000000 Penalty: 6023.819824
	Iteration 53Q: 3 clusters Score -2.412208e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -24122114.000000 Penalty: 6023.819824
	Iteration 54Q: 3 clusters Score -2.412211e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -24122110.000000 Penalty: 6023.819824
	Iteration 55Q: 3 clusters Score -2.412211e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 172839 members 
Entering Unmasked Estep 
Score: -24122126.000000 Penalty: 6023.819824
	Iteration 56Q: 3 clusters Score -2.412213e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 173063 members 
Entering Unmasked Estep 
Score: -24122140.000000 Penalty: 6023.819824
	Iteration 57Q: 3 clusters Score -2.412214e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -24122196.000000 Penalty: 6023.819824
	Iteration 58Q: 3 clusters Score -2.41222e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -24122224.000000 Penalty: 6023.819824
	Iteration 59Q: 3 clusters Score -2.412222e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 173670 members 
Entering Unmasked Estep 
Score: -24122236.000000 Penalty: 6023.819824
	Iteration 60F: 3 clusters Score -2.412224e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 173848 members 
Entering Unmasked Estep 
Score: -24122198.000000 Penalty: 6023.819824
	Iteration 61Q: 3 clusters Score -2.41222e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -24122174.000000 Penalty: 6023.819824
	Iteration 62Q: 3 clusters Score -2.412217e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -24122126.000000 Penalty: 6023.819824
	Iteration 63Q: 3 clusters Score -2.412213e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -24122132.000000 Penalty: 6023.819824
	Iteration 64Q: 3 clusters Score -2.412213e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -24122160.000000 Penalty: 6023.819824
	Iteration 65Q: 3 clusters Score -2.412216e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -24122126.000000 Penalty: 6023.819824
	Iteration 66Q: 3 clusters Score -2.412213e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -24122164.000000 Penalty: 6023.819824
	Iteration 67Q: 3 clusters Score -2.412216e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -24122192.000000 Penalty: 6023.819824
	Iteration 68Q: 3 clusters Score -2.412219e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -24122162.000000 Penalty: 6023.819824
	Iteration 69Q: 3 clusters Score -2.412216e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 175178 members 
Entering Unmasked Estep 
Score: -24122172.000000 Penalty: 6023.819824
	Iteration 70Q: 3 clusters Score -2.412217e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 175325 members 
Entering Unmasked Estep 
Score: -24122174.000000 Penalty: 6023.819824
	Iteration 71Q: 3 clusters Score -2.412217e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -24122150.000000 Penalty: 6023.819824
	Iteration 72Q: 3 clusters Score -2.412215e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -24122132.000000 Penalty: 6023.819824
	Iteration 73Q: 3 clusters Score -2.412213e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -24122102.000000 Penalty: 6023.819824
	Iteration 74Q: 3 clusters Score -2.41221e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 175864 members 
Entering Unmasked Estep 
Score: -24122086.000000 Penalty: 6023.819824
	Iteration 75Q: 3 clusters Score -2.412209e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -24122080.000000 Penalty: 6023.819824
	Iteration 76Q: 3 clusters Score -2.412208e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -24122092.000000 Penalty: 6023.819824
	Iteration 77Q: 3 clusters Score -2.412209e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -24122110.000000 Penalty: 6023.819824
	Iteration 78Q: 3 clusters Score -2.412211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -24122118.000000 Penalty: 6023.819824
	Iteration 79Q: 3 clusters Score -2.412212e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -24122150.000000 Penalty: 6023.819824
	Iteration 80F: 3 clusters Score -2.412215e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -24122122.000000 Penalty: 6023.819824
	Iteration 81Q: 3 clusters Score -2.412212e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -24122154.000000 Penalty: 6023.819824
	Iteration 82Q: 3 clusters Score -2.412215e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -24122124.000000 Penalty: 6023.819824
	Iteration 83Q: 3 clusters Score -2.412212e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -24122126.000000 Penalty: 6023.819824
	Iteration 84Q: 3 clusters Score -2.412213e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -24122116.000000 Penalty: 6023.819824
	Iteration 85Q: 3 clusters Score -2.412212e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -24122108.000000 Penalty: 6023.819824
	Iteration 86Q: 3 clusters Score -2.412211e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 177153 members 
Entering Unmasked Estep 
Score: -24122086.000000 Penalty: 6023.819824
	Iteration 87Q: 3 clusters Score -2.412209e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -24122104.000000 Penalty: 6023.819824
	Iteration 88Q: 3 clusters Score -2.41221e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 177304 members 
Entering Unmasked Estep 
Score: -24122038.000000 Penalty: 6023.819824
	Iteration 89Q: 3 clusters Score -2.412204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -24122022.000000 Penalty: 6023.819824
	Iteration 90Q: 3 clusters Score -2.412202e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -24122042.000000 Penalty: 6023.819824
	Iteration 91Q: 3 clusters Score -2.412204e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -24122034.000000 Penalty: 6023.819824
	Iteration 92Q: 3 clusters Score -2.412203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -24121994.000000 Penalty: 6023.819824
	Iteration 93Q: 3 clusters Score -2.412199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -24122012.000000 Penalty: 6023.819824
	Iteration 94Q: 3 clusters Score -2.412201e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 177655 members 
Entering Unmasked Estep 
Score: -24121994.000000 Penalty: 6023.819824
	Iteration 95Q: 3 clusters Score -2.412199e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -24122006.000000 Penalty: 6023.819824
	Iteration 96Q: 3 clusters Score -2.412201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -24121982.000000 Penalty: 6023.819824
	Iteration 97Q: 3 clusters Score -2.412198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -24122002.000000 Penalty: 6023.819824
	Iteration 98Q: 3 clusters Score -2.4122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 177838 members 
Entering Unmasked Estep 
Score: -24122012.000000 Penalty: 6023.819824
	Iteration 99Q: 3 clusters Score -2.412201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -24122006.000000 Penalty: 6023.819824
	Iteration 100F: 3 clusters Score -2.412201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -24122024.000000 Penalty: 6023.819824
	Iteration 101Q: 3 clusters Score -2.412202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 177910 members 
Entering Unmasked Estep 
Score: -24121998.000000 Penalty: 6023.819824
	Iteration 102Q: 3 clusters Score -2.4122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 177931 members 
Entering Unmasked Estep 
Score: -24122028.000000 Penalty: 6023.819824
	Iteration 103Q: 3 clusters Score -2.412203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 177947 members 
Entering Unmasked Estep 
Score: -24122024.000000 Penalty: 6023.819824
	Iteration 104Q: 3 clusters Score -2.412202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -24122022.000000 Penalty: 6023.819824
	Iteration 105Q: 3 clusters Score -2.412202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 177988 members 
Entering Unmasked Estep 
Score: -24121976.000000 Penalty: 6023.819824
	Iteration 106Q: 3 clusters Score -2.412198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 178014 members 
Entering Unmasked Estep 
Score: -24121966.000000 Penalty: 6023.819824
	Iteration 107Q: 3 clusters Score -2.412197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 178037 members 
Entering Unmasked Estep 
Score: -24121964.000000 Penalty: 6023.819824
	Iteration 108Q: 3 clusters Score -2.412196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 178055 members 
Entering Unmasked Estep 
Score: -24121954.000000 Penalty: 6023.819824
	Iteration 109Q: 3 clusters Score -2.412195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -24121968.000000 Penalty: 6023.819824
	Iteration 110Q: 3 clusters Score -2.412197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 178105 members 
Entering Unmasked Estep 
Score: -24121968.000000 Penalty: 6023.819824
	Iteration 111Q: 3 clusters Score -2.412197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 178121 members 
Entering Unmasked Estep 
Score: -24121954.000000 Penalty: 6023.819824
	Iteration 112Q: 3 clusters Score -2.412195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -24121948.000000 Penalty: 6023.819824
	Iteration 113Q: 3 clusters Score -2.412195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -24121950.000000 Penalty: 6023.819824
	Iteration 114Q: 3 clusters Score -2.412195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -24121930.000000 Penalty: 6023.819824
	Iteration 115Q: 3 clusters Score -2.412193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 178214 members 
Entering Unmasked Estep 
Score: -24121930.000000 Penalty: 6023.819824
	Iteration 116Q: 3 clusters Score -2.412193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -24121924.000000 Penalty: 6023.819824
	Iteration 117Q: 3 clusters Score -2.412192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -24121930.000000 Penalty: 6023.819824
	Iteration 118Q: 3 clusters Score -2.412193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -24121926.000000 Penalty: 6023.819824
	Iteration 119Q: 3 clusters Score -2.412193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 178285 members 
Entering Unmasked Estep 
Score: -24121914.000000 Penalty: 6023.819824
	Iteration 120F: 3 clusters Score -2.412191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 178296 members 
Entering Unmasked Estep 
Score: -24121946.000000 Penalty: 6023.819824
	Iteration 121Q: 3 clusters Score -2.412195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -24121956.000000 Penalty: 6023.819824
	Iteration 122Q: 3 clusters Score -2.412196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 178335 members 
Entering Unmasked Estep 
Score: -24121954.000000 Penalty: 6023.819824
	Iteration 123Q: 3 clusters Score -2.412195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 178349 members 
Entering Unmasked Estep 
Score: -24121952.000000 Penalty: 6023.819824
	Iteration 124Q: 3 clusters Score -2.412195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -24121938.000000 Penalty: 6023.819824
	Iteration 125Q: 3 clusters Score -2.412194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -24121928.000000 Penalty: 6023.819824
	Iteration 126Q: 3 clusters Score -2.412193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 178399 members 
Entering Unmasked Estep 
Score: -24121936.000000 Penalty: 6023.819824
	Iteration 127Q: 3 clusters Score -2.412194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 178406 members 
Entering Unmasked Estep 
Score: -24121946.000000 Penalty: 6023.819824
	Iteration 128Q: 3 clusters Score -2.412195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -24121948.000000 Penalty: 6023.819824
	Iteration 129Q: 3 clusters Score -2.412195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 178419 members 
Entering Unmasked Estep 
Score: -24121940.000000 Penalty: 6023.819824
	Iteration 130Q: 3 clusters Score -2.412194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 178434 members 
Entering Unmasked Estep 
Score: -24121936.000000 Penalty: 6023.819824
	Iteration 131Q: 3 clusters Score -2.412194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -24121922.000000 Penalty: 6023.819824
	Iteration 132Q: 3 clusters Score -2.412192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 178464 members 
Entering Unmasked Estep 
Score: -24121948.000000 Penalty: 6023.819824
	Iteration 133Q: 3 clusters Score -2.412195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -24121926.000000 Penalty: 6023.819824
	Iteration 134Q: 3 clusters Score -2.412193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 178504 members 
Entering Unmasked Estep 
Score: -24121944.000000 Penalty: 6023.819824
	Iteration 135Q: 3 clusters Score -2.412194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -24121938.000000 Penalty: 6023.819824
	Iteration 136Q: 3 clusters Score -2.412194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 178530 members 
Entering Unmasked Estep 
Score: -24121964.000000 Penalty: 6023.819824
	Iteration 137Q: 3 clusters Score -2.412196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 178538 members 
Entering Unmasked Estep 
Score: -24121940.000000 Penalty: 6023.819824
	Iteration 138Q: 3 clusters Score -2.412194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -24121956.000000 Penalty: 6023.819824
	Iteration 139Q: 3 clusters Score -2.412196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -24121946.000000 Penalty: 6023.819824
	Iteration 140F: 3 clusters Score -2.412195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 178554 members 
Entering Unmasked Estep 
Score: -24121932.000000 Penalty: 6023.819824
	Iteration 141Q: 3 clusters Score -2.412193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -24121944.000000 Penalty: 6023.819824
	Iteration 142Q: 3 clusters Score -2.412194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 178564 members 
Entering Unmasked Estep 
Score: -24121932.000000 Penalty: 6023.819824
	Iteration 143Q: 3 clusters Score -2.412193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -24121924.000000 Penalty: 6023.819824
	Iteration 144Q: 3 clusters Score -2.412192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -24121932.000000 Penalty: 6023.819824
	Iteration 145Q: 3 clusters Score -2.412193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 178580 members 
Entering Unmasked Estep 
Score: -24121926.000000 Penalty: 6023.819824
	Iteration 146Q: 3 clusters Score -2.412193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 178585 members 
Entering Unmasked Estep 
Score: -24121942.000000 Penalty: 6023.819824
	Iteration 147Q: 3 clusters Score -2.412194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 178588 members 
Entering Unmasked Estep 
Score: -24121946.000000 Penalty: 6023.819824
	Iteration 148Q: 3 clusters Score -2.412195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -24121932.000000 Penalty: 6023.819824
	Iteration 149Q: 3 clusters Score -2.412193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -24121942.000000 Penalty: 6023.819824
	Iteration 150Q: 3 clusters Score -2.412194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 178603 members 
Entering Unmasked Estep 
Score: -24121948.000000 Penalty: 6023.819824
	Iteration 151Q: 3 clusters Score -2.412195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 178606 members 
Entering Unmasked Estep 
Score: -24121954.000000 Penalty: 6023.819824
	Iteration 152Q: 3 clusters Score -2.412195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 178609 members 
Entering Unmasked Estep 
Score: -24121960.000000 Penalty: 6023.819824
	Iteration 153Q: 3 clusters Score -2.412196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 178614 members 
Entering Unmasked Estep 
Score: -24121942.000000 Penalty: 6023.819824
	Iteration 154Q: 3 clusters Score -2.412194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -24121936.000000 Penalty: 6023.819824
	Iteration 155Q: 3 clusters Score -2.412194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -24121956.000000 Penalty: 6023.819824
	Iteration 156Q: 3 clusters Score -2.412196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -24121956.000000 Penalty: 6023.819824
	Iteration 157F: 3 clusters Score -2.412196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Entering Unmasked Estep 
Score: -9220601.000000 Penalty: 2779.796387
	Iteration 0F: 2 clusters Score -9220601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -9171212.000000 Penalty: 5559.592773
	Iteration 0F: 3 clusters Score -9171212 nChanged 34507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -9190647.000000 Penalty: 5559.592773
	Iteration 1F: 3 clusters Score -9190647 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -9191295.000000 Penalty: 5559.592773
	Iteration 2Q: 3 clusters Score -9191295 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -9191949.000000 Penalty: 5559.592773
	Iteration 3Q: 3 clusters Score -9191949 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -9192821.000000 Penalty: 5559.592773
	Iteration 4Q: 3 clusters Score -9192821 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -9194198.000000 Penalty: 5559.592773
	Iteration 5Q: 3 clusters Score -9194198 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9196067.000000 Penalty: 5559.592773
	Iteration 6Q: 3 clusters Score -9196067 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9198879.000000 Penalty: 5559.592773
	Iteration 7F: 3 clusters Score -9198879 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -9202465.000000 Penalty: 5559.592773
	Iteration 8F: 3 clusters Score -9202465 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -9206766.000000 Penalty: 5559.592773
	Iteration 9F: 3 clusters Score -9206766 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -9210804.000000 Penalty: 5559.592773
	Iteration 10F: 3 clusters Score -9210804 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -9213873.000000 Penalty: 5559.592773
	Iteration 11Q: 3 clusters Score -9213873 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -9215795.000000 Penalty: 5559.592773
	Iteration 12Q: 3 clusters Score -9215795 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -9217007.000000 Penalty: 5559.592773
	Iteration 13Q: 3 clusters Score -9217007 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -9217750.000000 Penalty: 5559.592773
	Iteration 14Q: 3 clusters Score -9217750 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9218211.000000 Penalty: 5559.592773
	Iteration 15Q: 3 clusters Score -9218211 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -9218491.000000 Penalty: 5559.592773
	Iteration 16Q: 3 clusters Score -9218491 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -9218729.000000 Penalty: 5559.592773
	Iteration 17Q: 3 clusters Score -9218729 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -9218848.000000 Penalty: 5559.592773
	Iteration 18Q: 3 clusters Score -9218848 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -9218911.000000 Penalty: 5559.592773
	Iteration 19Q: 3 clusters Score -9218911 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -9218957.000000 Penalty: 5559.592773
	Iteration 20F: 3 clusters Score -9218957 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -9219026.000000 Penalty: 5559.592773
	Iteration 21Q: 3 clusters Score -9219026 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9219040.000000 Penalty: 5559.592773
	Iteration 22Q: 3 clusters Score -9219040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -9219060.000000 Penalty: 5559.592773
	Iteration 23Q: 3 clusters Score -9219060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -9219057.000000 Penalty: 5559.592773
	Iteration 24Q: 3 clusters Score -9219057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -9219078.000000 Penalty: 5559.592773
	Iteration 25Q: 3 clusters Score -9219078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -9219090.000000 Penalty: 5559.592773
	Iteration 26Q: 3 clusters Score -9219090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -9219084.000000 Penalty: 5559.592773
	Iteration 27Q: 3 clusters Score -9219084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -9219087.000000 Penalty: 5559.592773
	Iteration 28Q: 3 clusters Score -9219087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -9219096.000000 Penalty: 5559.592773
	Iteration 29Q: 3 clusters Score -9219096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -9219106.000000 Penalty: 5559.592773
	Iteration 30Q: 3 clusters Score -9219106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -9219110.000000 Penalty: 5559.592773
	Iteration 31Q: 3 clusters Score -9219110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -9219100.000000 Penalty: 5559.592773
	Iteration 32Q: 3 clusters Score -9219100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -9219107.000000 Penalty: 5559.592773
	Iteration 33Q: 3 clusters Score -9219107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9219120.000000 Penalty: 5559.592773
	Iteration 34Q: 3 clusters Score -9219120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -9219116.000000 Penalty: 5559.592773
	Iteration 35Q: 3 clusters Score -9219116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -9219124.000000 Penalty: 5559.592773
	Iteration 36Q: 3 clusters Score -9219124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -9219115.000000 Penalty: 5559.592773
	Iteration 37Q: 3 clusters Score -9219115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -9219117.000000 Penalty: 5559.592773
	Iteration 38Q: 3 clusters Score -9219117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -9219129.000000 Penalty: 5559.592773
	Iteration 39Q: 3 clusters Score -9219129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9219121.000000 Penalty: 5559.592773
	Iteration 40F: 3 clusters Score -9219121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -9219124.000000 Penalty: 5559.592773
	Iteration 41Q: 3 clusters Score -9219124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -9219115.000000 Penalty: 5559.592773
	Iteration 42Q: 3 clusters Score -9219115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -9219109.000000 Penalty: 5559.592773
	Iteration 43Q: 3 clusters Score -9219109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -9219129.000000 Penalty: 5559.592773
	Iteration 44Q: 3 clusters Score -9219129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9219124.000000 Penalty: 5559.592773
	Iteration 45Q: 3 clusters Score -9219124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9219124.000000 Penalty: 5559.592773
	Iteration 46F: 3 clusters Score -9219124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Entering Unmasked Estep 
Score: -5868336.000000 Penalty: 2656.905518
	Iteration 0F: 2 clusters Score -5868336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5838004.500000 Penalty: 5313.811035
	Iteration 0F: 3 clusters Score -5838004 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5849155.000000 Penalty: 5313.811035
	Iteration 1F: 3 clusters Score -5849155 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5849765.000000 Penalty: 5313.811035
	Iteration 2Q: 3 clusters Score -5849765 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5850423.500000 Penalty: 5313.811035
	Iteration 3Q: 3 clusters Score -5850424 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5851485.000000 Penalty: 5313.811035
	Iteration 4Q: 3 clusters Score -5851485 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5853108.500000 Penalty: 5313.811035
	Iteration 5F: 3 clusters Score -5853108 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -5855791.000000 Penalty: 5313.811035
	Iteration 6F: 3 clusters Score -5855791 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5859337.500000 Penalty: 5313.811035
	Iteration 7F: 3 clusters Score -5859338 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5862688.000000 Penalty: 5313.811035
	Iteration 8F: 3 clusters Score -5862688 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -5864751.500000 Penalty: 5313.811035
	Iteration 9Q: 3 clusters Score -5864752 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5865680.500000 Penalty: 5313.811035
	Iteration 10Q: 3 clusters Score -5865680 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5866059.000000 Penalty: 5313.811035
	Iteration 11Q: 3 clusters Score -5866059 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5866199.500000 Penalty: 5313.811035
	Iteration 12Q: 3 clusters Score -5866200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -5866317.000000 Penalty: 5313.811035
	Iteration 13Q: 3 clusters Score -5866317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5866388.000000 Penalty: 5313.811035
	Iteration 14Q: 3 clusters Score -5866388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5866422.000000 Penalty: 5313.811035
	Iteration 15Q: 3 clusters Score -5866422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5866453.000000 Penalty: 5313.811035
	Iteration 16Q: 3 clusters Score -5866453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5866479.500000 Penalty: 5313.811035
	Iteration 17Q: 3 clusters Score -5866480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5866487.500000 Penalty: 5313.811035
	Iteration 18Q: 3 clusters Score -5866488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5866493.500000 Penalty: 5313.811035
	Iteration 19Q: 3 clusters Score -5866494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5866509.500000 Penalty: 5313.811035
	Iteration 20F: 3 clusters Score -5866510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5866519.500000 Penalty: 5313.811035
	Iteration 21Q: 3 clusters Score -5866520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5866512.000000 Penalty: 5313.811035
	Iteration 22Q: 3 clusters Score -5866512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5866507.000000 Penalty: 5313.811035
	Iteration 23Q: 3 clusters Score -5866507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -5866528.500000 Penalty: 5313.811035
	Iteration 24Q: 3 clusters Score -5866528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5866529.000000 Penalty: 5313.811035
	Iteration 25Q: 3 clusters Score -5866529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5866522.000000 Penalty: 5313.811035
	Iteration 26Q: 3 clusters Score -5866522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5866522.500000 Penalty: 5313.811035
	Iteration 27Q: 3 clusters Score -5866522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5866530.500000 Penalty: 5313.811035
	Iteration 28Q: 3 clusters Score -5866530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5866525.000000 Penalty: 5313.811035
	Iteration 29Q: 3 clusters Score -5866525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5866531.000000 Penalty: 5313.811035
	Iteration 30Q: 3 clusters Score -5866531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5866532.000000 Penalty: 5313.811035
	Iteration 31Q: 3 clusters Score -5866532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5866532.500000 Penalty: 5313.811035
	Iteration 32Q: 3 clusters Score -5866532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5866534.000000 Penalty: 5313.811035
	Iteration 33Q: 3 clusters Score -5866534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5866533.500000 Penalty: 5313.811035
	Iteration 34Q: 3 clusters Score -5866534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5866532.500000 Penalty: 5313.811035
	Iteration 35Q: 3 clusters Score -5866532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5866535.000000 Penalty: 5313.811035
	Iteration 36Q: 3 clusters Score -5866535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5866536.000000 Penalty: 5313.811035
	Iteration 37Q: 3 clusters Score -5866536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5866536.000000 Penalty: 5313.811035
	Iteration 38Q: 3 clusters Score -5866536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5866541.000000 Penalty: 5313.811035
	Iteration 39Q: 3 clusters Score -5866541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5866542.500000 Penalty: 5313.811035
	Iteration 40F: 3 clusters Score -5866542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -1255268.625000 Penalty: 2287.759033
	Iteration 0F: 2 clusters Score -1255269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1247463.375000 Penalty: 4575.518066
	Iteration 0F: 3 clusters Score -1247463 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1249796.250000 Penalty: 4575.518066
	Iteration 1F: 3 clusters Score -1249796 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1250060.000000 Penalty: 4575.518066
	Iteration 2F: 3 clusters Score -1250060 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1250247.750000 Penalty: 4575.518066
	Iteration 3Q: 3 clusters Score -1250248 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1250383.500000 Penalty: 4575.518066
	Iteration 4Q: 3 clusters Score -1250384 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1250485.625000 Penalty: 4575.518066
	Iteration 5Q: 3 clusters Score -1250486 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1250605.500000 Penalty: 4575.518066
	Iteration 6Q: 3 clusters Score -1250606 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1250729.125000 Penalty: 4575.518066
	Iteration 7Q: 3 clusters Score -1250729 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1250851.500000 Penalty: 4575.518066
	Iteration 8Q: 3 clusters Score -1250852 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1250989.750000 Penalty: 4575.518066
	Iteration 9Q: 3 clusters Score -1250990 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1251179.125000 Penalty: 4575.518066
	Iteration 10Q: 3 clusters Score -1251179 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1251426.875000 Penalty: 4575.518066
	Iteration 11Q: 3 clusters Score -1251427 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1251722.750000 Penalty: 4575.518066
	Iteration 12Q: 3 clusters Score -1251723 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1252107.500000 Penalty: 4575.518066
	Iteration 13Q: 3 clusters Score -1252108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1252598.125000 Penalty: 4575.518066
	Iteration 14F: 3 clusters Score -1252598 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1253105.125000 Penalty: 4575.518066
	Iteration 15F: 3 clusters Score -1253105 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1253495.375000 Penalty: 4575.518066
	Iteration 16Q: 3 clusters Score -1253495 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1253745.875000 Penalty: 4575.518066
	Iteration 17Q: 3 clusters Score -1253746 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1253902.750000 Penalty: 4575.518066
	Iteration 18Q: 3 clusters Score -1253903 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1254014.375000 Penalty: 4575.518066
	Iteration 19Q: 3 clusters Score -1254014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1254092.375000 Penalty: 4575.518066
	Iteration 20F: 3 clusters Score -1254092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1254133.375000 Penalty: 4575.518066
	Iteration 21Q: 3 clusters Score -1254133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1254176.875000 Penalty: 4575.518066
	Iteration 22Q: 3 clusters Score -1254177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1254235.875000 Penalty: 4575.518066
	Iteration 23Q: 3 clusters Score -1254236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1254259.000000 Penalty: 4575.518066
	Iteration 24Q: 3 clusters Score -1254259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1254279.000000 Penalty: 4575.518066
	Iteration 25Q: 3 clusters Score -1254279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1254287.875000 Penalty: 4575.518066
	Iteration 26Q: 3 clusters Score -1254288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1254297.750000 Penalty: 4575.518066
	Iteration 27Q: 3 clusters Score -1254298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1254300.875000 Penalty: 4575.518066
	Iteration 28Q: 3 clusters Score -1254301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1254305.000000 Penalty: 4575.518066
	Iteration 29Q: 3 clusters Score -1254305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1254312.875000 Penalty: 4575.518066
	Iteration 30Q: 3 clusters Score -1254313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1254318.750000 Penalty: 4575.518066
	Iteration 31Q: 3 clusters Score -1254319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1254324.250000 Penalty: 4575.518066
	Iteration 32Q: 3 clusters Score -1254324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1254332.750000 Penalty: 4575.518066
	Iteration 33Q: 3 clusters Score -1254333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1254338.000000 Penalty: 4575.518066
	Iteration 34Q: 3 clusters Score -1254338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1254339.625000 Penalty: 4575.518066
	Iteration 35Q: 3 clusters Score -1254340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1254338.625000 Penalty: 4575.518066
	Iteration 36Q: 3 clusters Score -1254339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1254340.125000 Penalty: 4575.518066
	Iteration 37Q: 3 clusters Score -1254340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1254341.500000 Penalty: 4575.518066
	Iteration 38Q: 3 clusters Score -1254342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1254342.875000 Penalty: 4575.518066
	Iteration 39Q: 3 clusters Score -1254343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1254348.000000 Penalty: 4575.518066
	Iteration 40F: 3 clusters Score -1254348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1254347.375000 Penalty: 4575.518066
	Iteration 41Q: 3 clusters Score -1254347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1254347.125000 Penalty: 4575.518066
	Iteration 42Q: 3 clusters Score -1254347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1254347.125000 Penalty: 4575.518066
	Iteration 43F: 3 clusters Score -1254347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Entering Unmasked Estep 
Score: -20531358.000000 Penalty: 2970.789551
	Iteration 0F: 2 clusters Score -2.053136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -20425342.000000 Penalty: 5941.579102
	Iteration 0F: 3 clusters Score -2.042534e+07 nChanged 76158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -20469302.000000 Penalty: 5941.579102
	Iteration 1F: 3 clusters Score -2.04693e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -20470462.000000 Penalty: 5941.579102
	Iteration 2Q: 3 clusters Score -2.047046e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -20471892.000000 Penalty: 5941.579102
	Iteration 3Q: 3 clusters Score -2.047189e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -20473792.000000 Penalty: 5941.579102
	Iteration 4Q: 3 clusters Score -2.047379e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -20476414.000000 Penalty: 5941.579102
	Iteration 5Q: 3 clusters Score -2.047641e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -20480312.000000 Penalty: 5941.579102
	Iteration 6Q: 3 clusters Score -2.048031e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -20486706.000000 Penalty: 5941.579102
	Iteration 7F: 3 clusters Score -2.048671e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -20495932.000000 Penalty: 5941.579102
	Iteration 8F: 3 clusters Score -2.049593e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -20505732.000000 Penalty: 5941.579102
	Iteration 9F: 3 clusters Score -2.050573e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -20511794.000000 Penalty: 5941.579102
	Iteration 10F: 3 clusters Score -2.051179e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -20514520.000000 Penalty: 5941.579102
	Iteration 11Q: 3 clusters Score -2.051452e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -20516100.000000 Penalty: 5941.579102
	Iteration 12Q: 3 clusters Score -2.05161e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -20517708.000000 Penalty: 5941.579102
	Iteration 13Q: 3 clusters Score -2.051771e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -20519196.000000 Penalty: 5941.579102
	Iteration 14Q: 3 clusters Score -2.05192e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -20520622.000000 Penalty: 5941.579102
	Iteration 15Q: 3 clusters Score -2.052062e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -20521578.000000 Penalty: 5941.579102
	Iteration 16Q: 3 clusters Score -2.052158e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -20522406.000000 Penalty: 5941.579102
	Iteration 17Q: 3 clusters Score -2.052241e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -20522906.000000 Penalty: 5941.579102
	Iteration 18Q: 3 clusters Score -2.052291e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -20523164.000000 Penalty: 5941.579102
	Iteration 19Q: 3 clusters Score -2.052316e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -20523404.000000 Penalty: 5941.579102
	Iteration 20F: 3 clusters Score -2.05234e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -20523602.000000 Penalty: 5941.579102
	Iteration 21Q: 3 clusters Score -2.05236e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -20523724.000000 Penalty: 5941.579102
	Iteration 22Q: 3 clusters Score -2.052372e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -20523790.000000 Penalty: 5941.579102
	Iteration 23Q: 3 clusters Score -2.052379e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -20523950.000000 Penalty: 5941.579102
	Iteration 24Q: 3 clusters Score -2.052395e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -20524060.000000 Penalty: 5941.579102
	Iteration 25Q: 3 clusters Score -2.052406e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -20524130.000000 Penalty: 5941.579102
	Iteration 26Q: 3 clusters Score -2.052413e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -20524170.000000 Penalty: 5941.579102
	Iteration 27Q: 3 clusters Score -2.052417e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -20524318.000000 Penalty: 5941.579102
	Iteration 28Q: 3 clusters Score -2.052432e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -20524398.000000 Penalty: 5941.579102
	Iteration 29Q: 3 clusters Score -2.05244e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -20524446.000000 Penalty: 5941.579102
	Iteration 30Q: 3 clusters Score -2.052445e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -20524560.000000 Penalty: 5941.579102
	Iteration 31Q: 3 clusters Score -2.052456e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -20524712.000000 Penalty: 5941.579102
	Iteration 32Q: 3 clusters Score -2.052471e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -20524764.000000 Penalty: 5941.579102
	Iteration 33Q: 3 clusters Score -2.052476e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -20524820.000000 Penalty: 5941.579102
	Iteration 34Q: 3 clusters Score -2.052482e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -20524966.000000 Penalty: 5941.579102
	Iteration 35Q: 3 clusters Score -2.052497e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -20525118.000000 Penalty: 5941.579102
	Iteration 36Q: 3 clusters Score -2.052512e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -20525088.000000 Penalty: 5941.579102
	Iteration 37Q: 3 clusters Score -2.052509e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -20525180.000000 Penalty: 5941.579102
	Iteration 38Q: 3 clusters Score -2.052518e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -20525240.000000 Penalty: 5941.579102
	Iteration 39Q: 3 clusters Score -2.052524e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 111657 members 
Entering Unmasked Estep 
Score: -20525292.000000 Penalty: 5941.579102
	Iteration 40F: 3 clusters Score -2.052529e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -20525344.000000 Penalty: 5941.579102
	Iteration 41Q: 3 clusters Score -2.052534e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -20525388.000000 Penalty: 5941.579102
	Iteration 42Q: 3 clusters Score -2.052539e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -20525492.000000 Penalty: 5941.579102
	Iteration 43Q: 3 clusters Score -2.052549e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -20525530.000000 Penalty: 5941.579102
	Iteration 44Q: 3 clusters Score -2.052553e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 114278 members 
Entering Unmasked Estep 
Score: -20525618.000000 Penalty: 5941.579102
	Iteration 45Q: 3 clusters Score -2.052562e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -20525666.000000 Penalty: 5941.579102
	Iteration 46Q: 3 clusters Score -2.052567e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -20525746.000000 Penalty: 5941.579102
	Iteration 47Q: 3 clusters Score -2.052575e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -20525892.000000 Penalty: 5941.579102
	Iteration 48Q: 3 clusters Score -2.052589e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 115990 members 
Entering Unmasked Estep 
Score: -20525932.000000 Penalty: 5941.579102
	Iteration 49Q: 3 clusters Score -2.052593e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -20525984.000000 Penalty: 5941.579102
	Iteration 50Q: 3 clusters Score -2.052598e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -20526040.000000 Penalty: 5941.579102
	Iteration 51Q: 3 clusters Score -2.052604e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -20526106.000000 Penalty: 5941.579102
	Iteration 52Q: 3 clusters Score -2.052611e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -20526132.000000 Penalty: 5941.579102
	Iteration 53Q: 3 clusters Score -2.052613e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -20526212.000000 Penalty: 5941.579102
	Iteration 54Q: 3 clusters Score -2.052621e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -20526382.000000 Penalty: 5941.579102
	Iteration 55Q: 3 clusters Score -2.052638e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -20526370.000000 Penalty: 5941.579102
	Iteration 56Q: 3 clusters Score -2.052637e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -20526346.000000 Penalty: 5941.579102
	Iteration 57Q: 3 clusters Score -2.052635e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -20526382.000000 Penalty: 5941.579102
	Iteration 58Q: 3 clusters Score -2.052638e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 120321 members 
Entering Unmasked Estep 
Score: -20526420.000000 Penalty: 5941.579102
	Iteration 59Q: 3 clusters Score -2.052642e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -20526422.000000 Penalty: 5941.579102
	Iteration 60F: 3 clusters Score -2.052642e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -20526474.000000 Penalty: 5941.579102
	Iteration 61Q: 3 clusters Score -2.052647e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -20526512.000000 Penalty: 5941.579102
	Iteration 62Q: 3 clusters Score -2.052651e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -20526572.000000 Penalty: 5941.579102
	Iteration 63Q: 3 clusters Score -2.052657e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -20526624.000000 Penalty: 5941.579102
	Iteration 64Q: 3 clusters Score -2.052662e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -20526670.000000 Penalty: 5941.579102
	Iteration 65Q: 3 clusters Score -2.052667e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -20526676.000000 Penalty: 5941.579102
	Iteration 66Q: 3 clusters Score -2.052668e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -20526742.000000 Penalty: 5941.579102
	Iteration 67Q: 3 clusters Score -2.052674e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 123630 members 
Entering Unmasked Estep 
Score: -20526736.000000 Penalty: 5941.579102
	Iteration 68Q: 3 clusters Score -2.052674e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 124074 members 
Entering Unmasked Estep 
Score: -20526760.000000 Penalty: 5941.579102
	Iteration 69Q: 3 clusters Score -2.052676e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -20526858.000000 Penalty: 5941.579102
	Iteration 70Q: 3 clusters Score -2.052686e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -20526914.000000 Penalty: 5941.579102
	Iteration 71Q: 3 clusters Score -2.052691e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -20526924.000000 Penalty: 5941.579102
	Iteration 72Q: 3 clusters Score -2.052692e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -20526974.000000 Penalty: 5941.579102
	Iteration 73Q: 3 clusters Score -2.052697e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -20527070.000000 Penalty: 5941.579102
	Iteration 74Q: 3 clusters Score -2.052707e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -20527174.000000 Penalty: 5941.579102
	Iteration 75Q: 3 clusters Score -2.052717e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 127260 members 
Entering Unmasked Estep 
Score: -20527168.000000 Penalty: 5941.579102
	Iteration 76Q: 3 clusters Score -2.052717e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -20527254.000000 Penalty: 5941.579102
	Iteration 77Q: 3 clusters Score -2.052725e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 128238 members 
Entering Unmasked Estep 
Score: -20527320.000000 Penalty: 5941.579102
	Iteration 78Q: 3 clusters Score -2.052732e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 128686 members 
Entering Unmasked Estep 
Score: -20527392.000000 Penalty: 5941.579102
	Iteration 79Q: 3 clusters Score -2.052739e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 129140 members 
Entering Unmasked Estep 
Score: -20527378.000000 Penalty: 5941.579102
	Iteration 80F: 3 clusters Score -2.052738e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -20527472.000000 Penalty: 5941.579102
	Iteration 81Q: 3 clusters Score -2.052747e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -20527452.000000 Penalty: 5941.579102
	Iteration 82Q: 3 clusters Score -2.052745e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -20527496.000000 Penalty: 5941.579102
	Iteration 83Q: 3 clusters Score -2.05275e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -20527538.000000 Penalty: 5941.579102
	Iteration 84Q: 3 clusters Score -2.052754e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -20527580.000000 Penalty: 5941.579102
	Iteration 85Q: 3 clusters Score -2.052758e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -20527660.000000 Penalty: 5941.579102
	Iteration 86Q: 3 clusters Score -2.052766e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -20527716.000000 Penalty: 5941.579102
	Iteration 87Q: 3 clusters Score -2.052772e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 132158 members 
Entering Unmasked Estep 
Score: -20527768.000000 Penalty: 5941.579102
	Iteration 88Q: 3 clusters Score -2.052777e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -20527802.000000 Penalty: 5941.579102
	Iteration 89Q: 3 clusters Score -2.05278e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -20527824.000000 Penalty: 5941.579102
	Iteration 90Q: 3 clusters Score -2.052782e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -20527826.000000 Penalty: 5941.579102
	Iteration 91Q: 3 clusters Score -2.052783e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -20527924.000000 Penalty: 5941.579102
	Iteration 92Q: 3 clusters Score -2.052792e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -20527928.000000 Penalty: 5941.579102
	Iteration 93Q: 3 clusters Score -2.052793e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -20527934.000000 Penalty: 5941.579102
	Iteration 94Q: 3 clusters Score -2.052793e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -20527948.000000 Penalty: 5941.579102
	Iteration 95Q: 3 clusters Score -2.052795e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -20528004.000000 Penalty: 5941.579102
	Iteration 96Q: 3 clusters Score -2.0528e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 135291 members 
Entering Unmasked Estep 
Score: -20528084.000000 Penalty: 5941.579102
	Iteration 97Q: 3 clusters Score -2.052808e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -20528132.000000 Penalty: 5941.579102
	Iteration 98Q: 3 clusters Score -2.052813e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -20528174.000000 Penalty: 5941.579102
	Iteration 99Q: 3 clusters Score -2.052817e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -20528220.000000 Penalty: 5941.579102
	Iteration 100F: 3 clusters Score -2.052822e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -20528270.000000 Penalty: 5941.579102
	Iteration 101Q: 3 clusters Score -2.052827e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -20528264.000000 Penalty: 5941.579102
	Iteration 102Q: 3 clusters Score -2.052826e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -20528268.000000 Penalty: 5941.579102
	Iteration 103Q: 3 clusters Score -2.052827e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 137903 members 
Entering Unmasked Estep 
Score: -20528320.000000 Penalty: 5941.579102
	Iteration 104Q: 3 clusters Score -2.052832e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -20528300.000000 Penalty: 5941.579102
	Iteration 105Q: 3 clusters Score -2.05283e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 138587 members 
Entering Unmasked Estep 
Score: -20528278.000000 Penalty: 5941.579102
	Iteration 106Q: 3 clusters Score -2.052828e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -20528336.000000 Penalty: 5941.579102
	Iteration 107Q: 3 clusters Score -2.052834e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 139200 members 
Entering Unmasked Estep 
Score: -20528332.000000 Penalty: 5941.579102
	Iteration 108Q: 3 clusters Score -2.052833e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 139503 members 
Entering Unmasked Estep 
Score: -20528322.000000 Penalty: 5941.579102
	Iteration 109Q: 3 clusters Score -2.052832e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 139810 members 
Entering Unmasked Estep 
Score: -20528384.000000 Penalty: 5941.579102
	Iteration 110Q: 3 clusters Score -2.052838e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -20528386.000000 Penalty: 5941.579102
	Iteration 111Q: 3 clusters Score -2.052839e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -20528412.000000 Penalty: 5941.579102
	Iteration 112Q: 3 clusters Score -2.052841e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -20528420.000000 Penalty: 5941.579102
	Iteration 113Q: 3 clusters Score -2.052842e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 140692 members 
Entering Unmasked Estep 
Score: -20528440.000000 Penalty: 5941.579102
	Iteration 114Q: 3 clusters Score -2.052844e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 140869 members 
Entering Unmasked Estep 
Score: -20528420.000000 Penalty: 5941.579102
	Iteration 115Q: 3 clusters Score -2.052842e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -20528474.000000 Penalty: 5941.579102
	Iteration 116Q: 3 clusters Score -2.052847e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -20528478.000000 Penalty: 5941.579102
	Iteration 117Q: 3 clusters Score -2.052848e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -20528494.000000 Penalty: 5941.579102
	Iteration 118Q: 3 clusters Score -2.052849e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -20528472.000000 Penalty: 5941.579102
	Iteration 119Q: 3 clusters Score -2.052847e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -20528516.000000 Penalty: 5941.579102
	Iteration 120F: 3 clusters Score -2.052852e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -20528508.000000 Penalty: 5941.579102
	Iteration 121Q: 3 clusters Score -2.052851e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 142378 members 
Entering Unmasked Estep 
Score: -20528570.000000 Penalty: 5941.579102
	Iteration 122Q: 3 clusters Score -2.052857e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -20528618.000000 Penalty: 5941.579102
	Iteration 123Q: 3 clusters Score -2.052862e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 142793 members 
Entering Unmasked Estep 
Score: -20528632.000000 Penalty: 5941.579102
	Iteration 124Q: 3 clusters Score -2.052863e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -20528592.000000 Penalty: 5941.579102
	Iteration 125Q: 3 clusters Score -2.052859e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -20528570.000000 Penalty: 5941.579102
	Iteration 126Q: 3 clusters Score -2.052857e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 143386 members 
Entering Unmasked Estep 
Score: -20528622.000000 Penalty: 5941.579102
	Iteration 127Q: 3 clusters Score -2.052862e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -20528624.000000 Penalty: 5941.579102
	Iteration 128Q: 3 clusters Score -2.052862e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -20528658.000000 Penalty: 5941.579102
	Iteration 129Q: 3 clusters Score -2.052866e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -20528666.000000 Penalty: 5941.579102
	Iteration 130Q: 3 clusters Score -2.052867e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -20528684.000000 Penalty: 5941.579102
	Iteration 131Q: 3 clusters Score -2.052868e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -20528684.000000 Penalty: 5941.579102
	Iteration 132Q: 3 clusters Score -2.052868e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -20528688.000000 Penalty: 5941.579102
	Iteration 133Q: 3 clusters Score -2.052869e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -20528706.000000 Penalty: 5941.579102
	Iteration 134Q: 3 clusters Score -2.052871e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -20528720.000000 Penalty: 5941.579102
	Iteration 135Q: 3 clusters Score -2.052872e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -20528726.000000 Penalty: 5941.579102
	Iteration 136Q: 3 clusters Score -2.052873e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 145115 members 
Entering Unmasked Estep 
Score: -20528752.000000 Penalty: 5941.579102
	Iteration 137Q: 3 clusters Score -2.052875e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -20528798.000000 Penalty: 5941.579102
	Iteration 138Q: 3 clusters Score -2.05288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -20528782.000000 Penalty: 5941.579102
	Iteration 139Q: 3 clusters Score -2.052878e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -20528770.000000 Penalty: 5941.579102
	Iteration 140F: 3 clusters Score -2.052877e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -20528862.000000 Penalty: 5941.579102
	Iteration 141Q: 3 clusters Score -2.052886e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -20528884.000000 Penalty: 5941.579102
	Iteration 142Q: 3 clusters Score -2.052888e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 145971 members 
Entering Unmasked Estep 
Score: -20528908.000000 Penalty: 5941.579102
	Iteration 143Q: 3 clusters Score -2.052891e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -20528910.000000 Penalty: 5941.579102
	Iteration 144Q: 3 clusters Score -2.052891e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -20528918.000000 Penalty: 5941.579102
	Iteration 145Q: 3 clusters Score -2.052892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 146334 members 
Entering Unmasked Estep 
Score: -20528928.000000 Penalty: 5941.579102
	Iteration 146Q: 3 clusters Score -2.052893e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -20528930.000000 Penalty: 5941.579102
	Iteration 147Q: 3 clusters Score -2.052893e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -20528950.000000 Penalty: 5941.579102
	Iteration 148Q: 3 clusters Score -2.052895e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 146723 members 
Entering Unmasked Estep 
Score: -20528966.000000 Penalty: 5941.579102
	Iteration 149Q: 3 clusters Score -2.052897e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -20528964.000000 Penalty: 5941.579102
	Iteration 150Q: 3 clusters Score -2.052896e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -20528976.000000 Penalty: 5941.579102
	Iteration 151Q: 3 clusters Score -2.052898e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -20528996.000000 Penalty: 5941.579102
	Iteration 152Q: 3 clusters Score -2.0529e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -20528988.000000 Penalty: 5941.579102
	Iteration 153Q: 3 clusters Score -2.052899e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -20529018.000000 Penalty: 5941.579102
	Iteration 154Q: 3 clusters Score -2.052902e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 147516 members 
Entering Unmasked Estep 
Score: -20529024.000000 Penalty: 5941.579102
	Iteration 155Q: 3 clusters Score -2.052902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -20529012.000000 Penalty: 5941.579102
	Iteration 156Q: 3 clusters Score -2.052901e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -20528988.000000 Penalty: 5941.579102
	Iteration 157Q: 3 clusters Score -2.052899e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -20529028.000000 Penalty: 5941.579102
	Iteration 158Q: 3 clusters Score -2.052903e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 147938 members 
Entering Unmasked Estep 
Score: -20529014.000000 Penalty: 5941.579102
	Iteration 159Q: 3 clusters Score -2.052901e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -20529050.000000 Penalty: 5941.579102
	Iteration 160F: 3 clusters Score -2.052905e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -20529022.000000 Penalty: 5941.579102
	Iteration 161Q: 3 clusters Score -2.052902e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -20529024.000000 Penalty: 5941.579102
	Iteration 162Q: 3 clusters Score -2.052902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -20529030.000000 Penalty: 5941.579102
	Iteration 163Q: 3 clusters Score -2.052903e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -20529000.000000 Penalty: 5941.579102
	Iteration 164Q: 3 clusters Score -2.0529e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 148588 members 
Entering Unmasked Estep 
Score: -20529010.000000 Penalty: 5941.579102
	Iteration 165Q: 3 clusters Score -2.052901e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -20529060.000000 Penalty: 5941.579102
	Iteration 166Q: 3 clusters Score -2.052906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -20529076.000000 Penalty: 5941.579102
	Iteration 167Q: 3 clusters Score -2.052908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -20529098.000000 Penalty: 5941.579102
	Iteration 168Q: 3 clusters Score -2.05291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -20529066.000000 Penalty: 5941.579102
	Iteration 169Q: 3 clusters Score -2.052907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -20529094.000000 Penalty: 5941.579102
	Iteration 170Q: 3 clusters Score -2.052909e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -20529100.000000 Penalty: 5941.579102
	Iteration 171Q: 3 clusters Score -2.05291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -20529132.000000 Penalty: 5941.579102
	Iteration 172Q: 3 clusters Score -2.052913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -20529122.000000 Penalty: 5941.579102
	Iteration 173Q: 3 clusters Score -2.052912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -20529112.000000 Penalty: 5941.579102
	Iteration 174Q: 3 clusters Score -2.052911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 149021 members 
Entering Unmasked Estep 
Score: -20529128.000000 Penalty: 5941.579102
	Iteration 175Q: 3 clusters Score -2.052913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -20529132.000000 Penalty: 5941.579102
	Iteration 176Q: 3 clusters Score -2.052913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -20529120.000000 Penalty: 5941.579102
	Iteration 177Q: 3 clusters Score -2.052912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -20529138.000000 Penalty: 5941.579102
	Iteration 178Q: 3 clusters Score -2.052914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -20529106.000000 Penalty: 5941.579102
	Iteration 179Q: 3 clusters Score -2.052911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -20529094.000000 Penalty: 5941.579102
	Iteration 180F: 3 clusters Score -2.052909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 149129 members 
Entering Unmasked Estep 
Score: -20529118.000000 Penalty: 5941.579102
	Iteration 181Q: 3 clusters Score -2.052912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -20529108.000000 Penalty: 5941.579102
	Iteration 182Q: 3 clusters Score -2.052911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -20529090.000000 Penalty: 5941.579102
	Iteration 183Q: 3 clusters Score -2.052909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -20529108.000000 Penalty: 5941.579102
	Iteration 184Q: 3 clusters Score -2.052911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -20529104.000000 Penalty: 5941.579102
	Iteration 185Q: 3 clusters Score -2.05291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -20529102.000000 Penalty: 5941.579102
	Iteration 186Q: 3 clusters Score -2.05291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 149195 members 
Entering Unmasked Estep 
Score: -20529096.000000 Penalty: 5941.579102
	Iteration 187Q: 3 clusters Score -2.05291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -20529084.000000 Penalty: 5941.579102
	Iteration 188Q: 3 clusters Score -2.052908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -20529062.000000 Penalty: 5941.579102
	Iteration 189Q: 3 clusters Score -2.052906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -20529070.000000 Penalty: 5941.579102
	Iteration 190Q: 3 clusters Score -2.052907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -20529080.000000 Penalty: 5941.579102
	Iteration 191Q: 3 clusters Score -2.052908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 149265 members 
Entering Unmasked Estep 
Score: -20529078.000000 Penalty: 5941.579102
	Iteration 192Q: 3 clusters Score -2.052908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -20529104.000000 Penalty: 5941.579102
	Iteration 193Q: 3 clusters Score -2.05291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -20529088.000000 Penalty: 5941.579102
	Iteration 194Q: 3 clusters Score -2.052909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -20529092.000000 Penalty: 5941.579102
	Iteration 195Q: 3 clusters Score -2.052909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -20529108.000000 Penalty: 5941.579102
	Iteration 196Q: 3 clusters Score -2.052911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 149360 members 
Entering Unmasked Estep 
Score: -20529090.000000 Penalty: 5941.579102
	Iteration 197Q: 3 clusters Score -2.052909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -20529082.000000 Penalty: 5941.579102
	Iteration 198Q: 3 clusters Score -2.052908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 149387 members 
Entering Unmasked Estep 
Score: -20529078.000000 Penalty: 5941.579102
	Iteration 199Q: 3 clusters Score -2.052908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -20529080.000000 Penalty: 5941.579102
	Iteration 200F: 3 clusters Score -2.052908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -20529080.000000 Penalty: 5941.579102
	Iteration 201Q: 3 clusters Score -2.052908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -20529066.000000 Penalty: 5941.579102
	Iteration 202Q: 3 clusters Score -2.052907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -20529072.000000 Penalty: 5941.579102
	Iteration 203Q: 3 clusters Score -2.052907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -20529074.000000 Penalty: 5941.579102
	Iteration 204Q: 3 clusters Score -2.052907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 149450 members 
Entering Unmasked Estep 
Score: -20529076.000000 Penalty: 5941.579102
	Iteration 205Q: 3 clusters Score -2.052908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -20529078.000000 Penalty: 5941.579102
	Iteration 206Q: 3 clusters Score -2.052908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
Score: -20529070.000000 Penalty: 5941.579102
	Iteration 207Q: 3 clusters Score -2.052907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -20529080.000000 Penalty: 5941.579102
	Iteration 208Q: 3 clusters Score -2.052908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -20529086.000000 Penalty: 5941.579102
	Iteration 209Q: 3 clusters Score -2.052909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -20529082.000000 Penalty: 5941.579102
	Iteration 210Q: 3 clusters Score -2.052908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -20529086.000000 Penalty: 5941.579102
	Iteration 211Q: 3 clusters Score -2.052909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -20529078.000000 Penalty: 5941.579102
	Iteration 212Q: 3 clusters Score -2.052908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -20529080.000000 Penalty: 5941.579102
	Iteration 213Q: 3 clusters Score -2.052908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -20529074.000000 Penalty: 5941.579102
	Iteration 214Q: 3 clusters Score -2.052907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -20529074.000000 Penalty: 5941.579102
	Iteration 215F: 3 clusters Score -2.052907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Entering Unmasked Estep 
Score: -4464994.000000 Penalty: 2590.503662
	Iteration 0F: 2 clusters Score -4464994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4441704.500000 Penalty: 5181.007324
	Iteration 0F: 3 clusters Score -4441704 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4450098.000000 Penalty: 5181.007324
	Iteration 1F: 3 clusters Score -4450098 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4450515.500000 Penalty: 5181.007324
	Iteration 2Q: 3 clusters Score -4450516 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4450824.500000 Penalty: 5181.007324
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4451112 nChanged 1033
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4451390 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4451734 nChanged 1023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4452081 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4452524 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4453049.500000 Penalty: 5181.007324
	Iteration 9Q: 3 clusters Score -4453050 nChanged 1375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4453839 nChanged 1497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4454868 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4456053 nChanged 1767
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Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -4457291 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4458330 nChanged 1426
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4459092 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4459583.500000 Penalty: 5181.007324
	Iteration 16Q: 3 clusters Score -4459584 nChanged 746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4459838 nChanged 571
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Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4460030 nChanged 513
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4460206.000000 Penalty: 5181.007324
	Iteration 19Q: 3 clusters Score -4460206 nChanged 441
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Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4460326 nChanged 401
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4460427.500000 Penalty: 5181.007324
	Iteration 21Q: 3 clusters Score -4460428 nChanged 350
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Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4460520 nChanged 293
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Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4460617 nChanged 265
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Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4460684 nChanged 261
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Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4460763 nChanged 286
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Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4460840 nChanged 275
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Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4460912 nChanged 254
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Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4460984 nChanged 256
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Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -4461043.500000 Penalty: 5181.007324
	Iteration 29Q: 3 clusters Score -4461044 nChanged 234
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Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4461124 nChanged 250
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Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4461209 nChanged 255
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Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4461285 nChanged 254
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Mstep: Class 1 contains 28055 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4461334 nChanged 250
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Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4461404 nChanged 216
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Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4461450 nChanged 186
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Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 5741 members 
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	Iteration 36Q: 3 clusters Score -4461478 nChanged 175
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Mstep: Class 1 contains 28816 members 
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	Iteration 37Q: 3 clusters Score -4461515 nChanged 141
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Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 5439 members 
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	Iteration 38Q: 3 clusters Score -4461548 nChanged 162
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Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4461598 nChanged 138
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Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4461619.500000 Penalty: 5181.007324
	Iteration 40F: 3 clusters Score -4461620 nChanged 134
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Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4461658 nChanged 128
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Mstep: Class 1 contains 29477 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4461673 nChanged 130
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Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4461711.500000 Penalty: 5181.007324
	Iteration 43Q: 3 clusters Score -4461712 nChanged 123
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Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4461734 nChanged 132
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Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4461762 nChanged 150
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Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4461799 nChanged 135
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Mstep: Class 1 contains 30121 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4461826 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4461856 nChanged 133
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Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4461907.500000 Penalty: 5181.007324
	Iteration 49Q: 3 clusters Score -4461908 nChanged 126
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Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4461938 nChanged 149
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Mstep: Class 1 contains 30647 members 
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Score: -4461980.500000 Penalty: 5181.007324
	Iteration 51Q: 3 clusters Score -4461980 nChanged 155
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Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4462021.500000 Penalty: 5181.007324
	Iteration 52Q: 3 clusters Score -4462022 nChanged 133
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Mstep: Class 1 contains 30931 members 
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	Iteration 53Q: 3 clusters Score -4462068 nChanged 124
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Mstep: Class 1 contains 31049 members 
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Entering Unmasked Estep 
Score: -4462093.500000 Penalty: 5181.007324
	Iteration 54Q: 3 clusters Score -4462094 nChanged 120
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Mstep: Class 1 contains 31167 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4462123 nChanged 112
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Mstep: Class 1 contains 31271 members 
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Entering Unmasked Estep 
Score: -4462148.000000 Penalty: 5181.007324
	Iteration 56Q: 3 clusters Score -4462148 nChanged 101
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Mstep: Class 1 contains 31368 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4462192 nChanged 100
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Mstep: Class 1 contains 31462 members 
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	Iteration 58Q: 3 clusters Score -4462206 nChanged 92
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Mstep: Class 1 contains 31552 members 
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Entering Unmasked Estep 
Score: -4462230.500000 Penalty: 5181.007324
	Iteration 59Q: 3 clusters Score -4462230 nChanged 79
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Mstep: Class 1 contains 31631 members 
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	Iteration 60F: 3 clusters Score -4462270 nChanged 77
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Mstep: Class 1 contains 31706 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4462277 nChanged 75
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Mstep: Class 1 contains 31779 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4462295 nChanged 64
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Mstep: Class 1 contains 31837 members 
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Entering Unmasked Estep 
Score: -4462316.000000 Penalty: 5181.007324
	Iteration 63Q: 3 clusters Score -4462316 nChanged 55
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Mstep: Class 1 contains 31890 members 
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	Iteration 64Q: 3 clusters Score -4462326 nChanged 66
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Mstep: Class 1 contains 31952 members 
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	Iteration 65Q: 3 clusters Score -4462348 nChanged 73
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Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4462378 nChanged 86
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Mstep: Class 1 contains 32099 members 
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Entering Unmasked Estep 
Score: -4462408.500000 Penalty: 5181.007324
	Iteration 67Q: 3 clusters Score -4462408 nChanged 79
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Mstep: Class 1 contains 32172 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4462424 nChanged 75
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Mstep: Class 1 contains 32245 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4462436 nChanged 73
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Mstep: Class 1 contains 32318 members 
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Entering Unmasked Estep 
Score: -4462462.500000 Penalty: 5181.007324
	Iteration 70Q: 3 clusters Score -4462462 nChanged 69
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Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4462491 nChanged 67
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Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4462520.500000 Penalty: 5181.007324
	Iteration 72Q: 3 clusters Score -4462520 nChanged 63
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Mstep: Class 1 contains 32503 members 
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Entering Unmasked Estep 
Score: -4462537.000000 Penalty: 5181.007324
	Iteration 73Q: 3 clusters Score -4462537 nChanged 64
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Mstep: Class 1 contains 32565 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4462553 nChanged 57
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Mstep: Class 1 contains 32612 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4462570 nChanged 57
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Mstep: Class 1 contains 32663 members 
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	Iteration 76Q: 3 clusters Score -4462592 nChanged 48
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Mstep: Class 1 contains 32711 members 
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	Iteration 77Q: 3 clusters Score -4462606 nChanged 41
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Mstep: Class 1 contains 32752 members 
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Score: -4462623.500000 Penalty: 5181.007324
	Iteration 78Q: 3 clusters Score -4462624 nChanged 39
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	Iteration 79Q: 3 clusters Score -4462640 nChanged 29
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Mstep: Class 1 contains 32810 members 
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Entering Unmasked Estep 
Score: -4462651.500000 Penalty: 5181.007324
	Iteration 80F: 3 clusters Score -4462652 nChanged 24
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Mstep: Class 1 contains 32834 members 
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Entering Unmasked Estep 
Score: -4462657.500000 Penalty: 5181.007324
	Iteration 81Q: 3 clusters Score -4462658 nChanged 35
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Mstep: Class 1 contains 32867 members 
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	Iteration 82Q: 3 clusters Score -4462665 nChanged 32
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4462681 nChanged 23
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Mstep: Class 1 contains 32920 members 
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	Iteration 84Q: 3 clusters Score -4462683 nChanged 23
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4462692 nChanged 26
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Mstep: Class 1 contains 32959 members 
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	Iteration 86Q: 3 clusters Score -4462698 nChanged 18
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Mstep: Class 1 contains 32975 members 
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Entering Unmasked Estep 
Score: -4462704.000000 Penalty: 5181.007324
	Iteration 87Q: 3 clusters Score -4462704 nChanged 23
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Mstep: Class 1 contains 32994 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4462715 nChanged 19
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Entering Unmasked Estep 
Score: -4462721.000000 Penalty: 5181.007324
	Iteration 89Q: 3 clusters Score -4462721 nChanged 20
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Entering Unmasked Estep 
Score: -4462720.500000 Penalty: 5181.007324
	Iteration 90Q: 3 clusters Score -4462720 nChanged 19
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Mstep: Class 1 contains 33052 members 
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	Iteration 91Q: 3 clusters Score -4462726 nChanged 14
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	Iteration 92Q: 3 clusters Score -4462744 nChanged 13
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4462744 nChanged 11
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Mstep: Class 1 contains 33084 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4462745 nChanged 17
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Entering Unmasked Estep 
Score: -4462748.500000 Penalty: 5181.007324
	Iteration 95Q: 3 clusters Score -4462748 nChanged 18
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Mstep: Class 1 contains 33113 members 
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Entering Unmasked Estep 
Score: -4462758.000000 Penalty: 5181.007324
	Iteration 96Q: 3 clusters Score -4462758 nChanged 19
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Entering Unmasked Estep 
Score: -4462765.500000 Penalty: 5181.007324
	Iteration 97Q: 3 clusters Score -4462766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4462761.000000 Penalty: 5181.007324
	Iteration 98Q: 3 clusters Score -4462761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4462769.500000 Penalty: 5181.007324
	Iteration 99Q: 3 clusters Score -4462770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4462775.000000 Penalty: 5181.007324
	Iteration 100F: 3 clusters Score -4462775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4462784.000000 Penalty: 5181.007324
	Iteration 101Q: 3 clusters Score -4462784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4462790.500000 Penalty: 5181.007324
	Iteration 102Q: 3 clusters Score -4462790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4462790.500000 Penalty: 5181.007324
	Iteration 103Q: 3 clusters Score -4462790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4462792.500000 Penalty: 5181.007324
	Iteration 104Q: 3 clusters Score -4462792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4462799.000000 Penalty: 5181.007324
	Iteration 105Q: 3 clusters Score -4462799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4462805.000000 Penalty: 5181.007324
	Iteration 106Q: 3 clusters Score -4462805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4462808.000000 Penalty: 5181.007324
	Iteration 107Q: 3 clusters Score -4462808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4462819.000000 Penalty: 5181.007324
	Iteration 108Q: 3 clusters Score -4462819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4462813.000000 Penalty: 5181.007324
	Iteration 109Q: 3 clusters Score -4462813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4462814.000000 Penalty: 5181.007324
	Iteration 110Q: 3 clusters Score -4462814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4462818.000000 Penalty: 5181.007324
	Iteration 111Q: 3 clusters Score -4462818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4462822.500000 Penalty: 5181.007324
	Iteration 112Q: 3 clusters Score -4462822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4462826.500000 Penalty: 5181.007324
	Iteration 113Q: 3 clusters Score -4462826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4462832.500000 Penalty: 5181.007324
	Iteration 114Q: 3 clusters Score -4462832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4462829.500000 Penalty: 5181.007324
	Iteration 115Q: 3 clusters Score -4462830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4462830.000000 Penalty: 5181.007324
	Iteration 116Q: 3 clusters Score -4462830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4462828.500000 Penalty: 5181.007324
	Iteration 117Q: 3 clusters Score -4462828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4462831.000000 Penalty: 5181.007324
	Iteration 118Q: 3 clusters Score -4462831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4462832.000000 Penalty: 5181.007324
	Iteration 119Q: 3 clusters Score -4462832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4462832.000000 Penalty: 5181.007324
	Iteration 120F: 3 clusters Score -4462832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85597.171875 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -85597.17 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 393 members 
Entering Unmasked Estep 
Score: -83839.695312 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -83839.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84175.187500 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -84175.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84326.000000 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -84326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84422.843750 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -84422.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84458.734375 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -84458.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84533.250000 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -84533.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84656.101562 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -84656.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84858.265625 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -84858.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85020.734375 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -85020.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85140.968750 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -85140.97 nChanged 18
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: -85195.507812 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -85195.51 nChanged 15
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: -85314.179688 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -85314.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85358.648438 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -85358.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85425.781250 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -85425.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85558.687500 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -85558.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85592.945312 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -85592.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85592.945312 Penalty: 3302.373535
	Iteration 16F: 3 clusters Score -85592.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (187923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Entering Unmasked Estep 
Score: -24374976.000000 Penalty: 3011.659180
	Iteration 0F: 2 clusters Score -2.437498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -24253960.000000 Penalty: 6023.318359
	Iteration 0F: 3 clusters Score -2.425396e+07 nChanged 90322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -24307816.000000 Penalty: 6023.318359
	Iteration 1F: 3 clusters Score -2.430782e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -24309346.000000 Penalty: 6023.318359
	Iteration 2Q: 3 clusters Score -2.430935e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -24311310.000000 Penalty: 6023.318359
	Iteration 3Q: 3 clusters Score -2.431131e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -24314698.000000 Penalty: 6023.318359
	Iteration 4Q: 3 clusters Score -2.43147e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119152 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -24320098.000000 Penalty: 6023.318359
	Iteration 5F: 3 clusters Score -2.43201e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -24328222.000000 Penalty: 6023.318359
	Iteration 6F: 3 clusters Score -2.432822e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -24339358.000000 Penalty: 6023.318359
	Iteration 7F: 3 clusters Score -2.433936e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -24350808.000000 Penalty: 6023.318359
	Iteration 8F: 3 clusters Score -2.435081e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -24359956.000000 Penalty: 6023.318359
	Iteration 9F: 3 clusters Score -2.435996e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -24365394.000000 Penalty: 6023.318359
	Iteration 10Q: 3 clusters Score -2.436539e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180358 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -24368362.000000 Penalty: 6023.318359
	Iteration 11Q: 3 clusters Score -2.436836e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -24370038.000000 Penalty: 6023.318359
	Iteration 12Q: 3 clusters Score -2.437004e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -24370968.000000 Penalty: 6023.318359
	Iteration 13Q: 3 clusters Score -2.437097e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -24371540.000000 Penalty: 6023.318359
	Iteration 14Q: 3 clusters Score -2.437154e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -24371798.000000 Penalty: 6023.318359
	Iteration 15Q: 3 clusters Score -2.43718e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -24371996.000000 Penalty: 6023.318359
	Iteration 16Q: 3 clusters Score -2.4372e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24372132.000000 Penalty: 6023.318359
	Iteration 17Q: 3 clusters Score -2.437213e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187061 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -24372204.000000 Penalty: 6023.318359
	Iteration 18Q: 3 clusters Score -2.43722e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24372244.000000 Penalty: 6023.318359
	Iteration 19Q: 3 clusters Score -2.437224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -24372300.000000 Penalty: 6023.318359
	Iteration 20F: 3 clusters Score -2.43723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -24372320.000000 Penalty: 6023.318359
	Iteration 21Q: 3 clusters Score -2.437232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187230 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -24372330.000000 Penalty: 6023.318359
	Iteration 22Q: 3 clusters Score -2.437233e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187250 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -24372340.000000 Penalty: 6023.318359
	Iteration 23Q: 3 clusters Score -2.437234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -24372368.000000 Penalty: 6023.318359
	Iteration 24Q: 3 clusters Score -2.437237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -24372406.000000 Penalty: 6023.318359
	Iteration 25Q: 3 clusters Score -2.437241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -24372422.000000 Penalty: 6023.318359
	Iteration 26Q: 3 clusters Score -2.437242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187300 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -24372420.000000 Penalty: 6023.318359
	Iteration 27Q: 3 clusters Score -2.437242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187300 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -24372420.000000 Penalty: 6023.318359
	Iteration 28Q: 3 clusters Score -2.437242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187304 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -24372438.000000 Penalty: 6023.318359
	Iteration 29Q: 3 clusters Score -2.437244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187307 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24372420.000000 Penalty: 6023.318359
	Iteration 30Q: 3 clusters Score -2.437242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187311 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -24372428.000000 Penalty: 6023.318359
	Iteration 31Q: 3 clusters Score -2.437243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187314 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24372420.000000 Penalty: 6023.318359
	Iteration 32Q: 3 clusters Score -2.437242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187315 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -24372430.000000 Penalty: 6023.318359
	Iteration 33Q: 3 clusters Score -2.437243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187314 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24372432.000000 Penalty: 6023.318359
	Iteration 34Q: 3 clusters Score -2.437243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187314 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24372432.000000 Penalty: 6023.318359
	Iteration 35F: 3 clusters Score -2.437243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -925146.312500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -925146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -919031.562500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -919031.6 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -920650.437500 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -920650.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -920932.062500 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -920932.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -921188.937500 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -921188.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -921436.687500 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -921436.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -921644.500000 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -921644.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -921832.375000 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -921832.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -921991.687500 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -921991.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -922110.125000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -922110.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -922226.500000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -922226.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -922324.125000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -922324.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -922416.812500 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -922416.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -922506.562500 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -922506.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -922592.750000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -922592.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -922685.625000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -922685.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -922763.687500 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -922763.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -922835.812500 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -922835.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -922908.875000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -922908.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -922974.812500 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -922974.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -923034.312500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -923034.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -923087.812500 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -923087.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -923132.187500 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -923132.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -923173.000000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -923173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -923214.125000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -923214.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -923255.687500 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -923255.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -923286.000000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -923286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -923310.375000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -923310.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -923327.250000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -923327.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -923345.437500 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -923345.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -923366.750000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -923366.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -923391.125000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -923391.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -923405.562500 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -923405.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -923421.875000 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -923421.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -923441.000000 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -923441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -923455.250000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -923455.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -923468.937500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -923468.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -923482.625000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -923482.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -923496.562500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -923496.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -923514.750000 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -923514.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -923529.187500 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -923529.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -923543.312500 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -923543.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -923560.125000 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -923560.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -923572.437500 Penalty: 4431.686035
	Iteration 42Q: 3 clusters Score -923572.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -923589.625000 Penalty: 4431.686035
	Iteration 43Q: 3 clusters Score -923589.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -923604.625000 Penalty: 4431.686035
	Iteration 44Q: 3 clusters Score -923604.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -923613.062500 Penalty: 4431.686035
	Iteration 45Q: 3 clusters Score -923613.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -923623.875000 Penalty: 4431.686035
	Iteration 46Q: 3 clusters Score -923623.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -923638.812500 Penalty: 4431.686035
	Iteration 47Q: 3 clusters Score -923638.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -923661.375000 Penalty: 4431.686035
	Iteration 48Q: 3 clusters Score -923661.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -923682.437500 Penalty: 4431.686035
	Iteration 49Q: 3 clusters Score -923682.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -923704.562500 Penalty: 4431.686035
	Iteration 50Q: 3 clusters Score -923704.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -923725.312500 Penalty: 4431.686035
	Iteration 51Q: 3 clusters Score -923725.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -923746.625000 Penalty: 4431.686035
	Iteration 52Q: 3 clusters Score -923746.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -923772.375000 Penalty: 4431.686035
	Iteration 53Q: 3 clusters Score -923772.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -923797.187500 Penalty: 4431.686035
	Iteration 54Q: 3 clusters Score -923797.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -923813.750000 Penalty: 4431.686035
	Iteration 55Q: 3 clusters Score -923813.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -923830.125000 Penalty: 4431.686035
	Iteration 56Q: 3 clusters Score -923830.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -923846.250000 Penalty: 4431.686035
	Iteration 57Q: 3 clusters Score -923846.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -923859.875000 Penalty: 4431.686035
	Iteration 58Q: 3 clusters Score -923859.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -923865.125000 Penalty: 4431.686035
	Iteration 59Q: 3 clusters Score -923865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -923874.375000 Penalty: 4431.686035
	Iteration 60F: 3 clusters Score -923874.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -923884.625000 Penalty: 4431.686035
	Iteration 61Q: 3 clusters Score -923884.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -923893.500000 Penalty: 4431.686035
	Iteration 62Q: 3 clusters Score -923893.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -923900.500000 Penalty: 4431.686035
	Iteration 63Q: 3 clusters Score -923900.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -923908.062500 Penalty: 4431.686035
	Iteration 64Q: 3 clusters Score -923908.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -923917.750000 Penalty: 4431.686035
	Iteration 65Q: 3 clusters Score -923917.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -923926.687500 Penalty: 4431.686035
	Iteration 66Q: 3 clusters Score -923926.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -923933.250000 Penalty: 4431.686035
	Iteration 67Q: 3 clusters Score -923933.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -923941.750000 Penalty: 4431.686035
	Iteration 68Q: 3 clusters Score -923941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -923948.937500 Penalty: 4431.686035
	Iteration 69Q: 3 clusters Score -923948.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -923956.562500 Penalty: 4431.686035
	Iteration 70Q: 3 clusters Score -923956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -923960.187500 Penalty: 4431.686035
	Iteration 71Q: 3 clusters Score -923960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -923967.187500 Penalty: 4431.686035
	Iteration 72Q: 3 clusters Score -923967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -923970.562500 Penalty: 4431.686035
	Iteration 73Q: 3 clusters Score -923970.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -923974.187500 Penalty: 4431.686035
	Iteration 74Q: 3 clusters Score -923974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -923980.750000 Penalty: 4431.686035
	Iteration 75Q: 3 clusters Score -923980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -923983.812500 Penalty: 4431.686035
	Iteration 76Q: 3 clusters Score -923983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -923984.000000 Penalty: 4431.686035
	Iteration 77Q: 3 clusters Score -923984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -923984.375000 Penalty: 4431.686035
	Iteration 78Q: 3 clusters Score -923984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -923984.000000 Penalty: 4431.686035
	Iteration 79Q: 3 clusters Score -923984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -923986.187500 Penalty: 4431.686035
	Iteration 80F: 3 clusters Score -923986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -923986.812500 Penalty: 4431.686035
	Iteration 81Q: 3 clusters Score -923986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -923990.000000 Penalty: 4431.686035
	Iteration 82Q: 3 clusters Score -923990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -923991.625000 Penalty: 4431.686035
	Iteration 83Q: 3 clusters Score -923991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -923993.562500 Penalty: 4431.686035
	Iteration 84Q: 3 clusters Score -923993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -923995.375000 Penalty: 4431.686035
	Iteration 85Q: 3 clusters Score -923995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -923995.437500 Penalty: 4431.686035
	Iteration 86Q: 3 clusters Score -923995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -923996.687500 Penalty: 4431.686035
	Iteration 87Q: 3 clusters Score -923996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -923996.687500 Penalty: 4431.686035
	Iteration 88F: 3 clusters Score -923996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -988406.562500 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -988406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -982223.875000 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -982223.9 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -983924.750000 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -983924.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -984295.625000 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -984295.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -984655.375000 Penalty: 4436.949707
	Iteration 3F: 3 clusters Score -984655.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -984944.625000 Penalty: 4436.949707
	Iteration 4F: 3 clusters Score -984944.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -985166.750000 Penalty: 4436.949707
	Iteration 5Q: 3 clusters Score -985166.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -985341.437500 Penalty: 4436.949707
	Iteration 6Q: 3 clusters Score -985341.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -985484.812500 Penalty: 4436.949707
	Iteration 7Q: 3 clusters Score -985484.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -985622.937500 Penalty: 4436.949707
	Iteration 8Q: 3 clusters Score -985622.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -985770.812500 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -985770.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -985871.500000 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -985871.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -985947.625000 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -985947.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -986010.000000 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -986010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -986066.812500 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -986066.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -986116.312500 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -986116.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -986179.687500 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -986179.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -986236.062500 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -986236.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -986283.500000 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -986283.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -986318.250000 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -986318.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -986355.062500 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -986355.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -986395.562500 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -986395.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -986445.187500 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -986445.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -986500.437500 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -986500.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -986552.937500 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -986552.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -986593.750000 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -986593.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -986630.562500 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -986630.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -986662.062500 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -986662.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -986691.687500 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -986691.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -986706.875000 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -986706.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -986726.812500 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -986726.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -986742.187500 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -986742.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -986754.812500 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -986754.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -986772.562500 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -986772.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -986789.062500 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -986789.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -986804.750000 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -986804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -986818.750000 Penalty: 4436.949707
	Iteration 35Q: 3 clusters Score -986818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -986833.000000 Penalty: 4436.949707
	Iteration 36Q: 3 clusters Score -986833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -986848.000000 Penalty: 4436.949707
	Iteration 37Q: 3 clusters Score -986848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -986859.500000 Penalty: 4436.949707
	Iteration 38Q: 3 clusters Score -986859.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -986871.125000 Penalty: 4436.949707
	Iteration 39Q: 3 clusters Score -986871.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -986878.625000 Penalty: 4436.949707
	Iteration 40F: 3 clusters Score -986878.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -986884.937500 Penalty: 4436.949707
	Iteration 41Q: 3 clusters Score -986884.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -986888.812500 Penalty: 4436.949707
	Iteration 42Q: 3 clusters Score -986888.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -986894.000000 Penalty: 4436.949707
	Iteration 43Q: 3 clusters Score -986894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -986898.687500 Penalty: 4436.949707
	Iteration 44Q: 3 clusters Score -986898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -986900.750000 Penalty: 4436.949707
	Iteration 45Q: 3 clusters Score -986900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -986906.375000 Penalty: 4436.949707
	Iteration 46Q: 3 clusters Score -986906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -986908.125000 Penalty: 4436.949707
	Iteration 47Q: 3 clusters Score -986908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -986911.062500 Penalty: 4436.949707
	Iteration 48Q: 3 clusters Score -986911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -986913.437500 Penalty: 4436.949707
	Iteration 49Q: 3 clusters Score -986913.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -986914.625000 Penalty: 4436.949707
	Iteration 50Q: 3 clusters Score -986914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -986918.062500 Penalty: 4436.949707
	Iteration 51Q: 3 clusters Score -986918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -986920.437500 Penalty: 4436.949707
	Iteration 52Q: 3 clusters Score -986920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -986922.062500 Penalty: 4436.949707
	Iteration 53Q: 3 clusters Score -986922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -986922.000000 Penalty: 4436.949707
	Iteration 54Q: 3 clusters Score -986922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -986923.312500 Penalty: 4436.949707
	Iteration 55Q: 3 clusters Score -986923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -986927.500000 Penalty: 4436.949707
	Iteration 56Q: 3 clusters Score -986927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -986926.187500 Penalty: 4436.949707
	Iteration 57Q: 3 clusters Score -986926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -986928.875000 Penalty: 4436.949707
	Iteration 58Q: 3 clusters Score -986928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -986929.875000 Penalty: 4436.949707
	Iteration 59Q: 3 clusters Score -986929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -986932.625000 Penalty: 4436.949707
	Iteration 60F: 3 clusters Score -986932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -986931.625000 Penalty: 4436.949707
	Iteration 61Q: 3 clusters Score -986931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -986931.812500 Penalty: 4436.949707
	Iteration 62Q: 3 clusters Score -986931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -986930.750000 Penalty: 4436.949707
	Iteration 63Q: 3 clusters Score -986930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -986931.687500 Penalty: 4436.949707
	Iteration 64Q: 3 clusters Score -986931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -986933.750000 Penalty: 4436.949707
	Iteration 65Q: 3 clusters Score -986933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -986931.875000 Penalty: 4436.949707
	Iteration 66Q: 3 clusters Score -986931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -986935.000000 Penalty: 4436.949707
	Iteration 67Q: 3 clusters Score -986935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -986938.125000 Penalty: 4436.949707
	Iteration 68Q: 3 clusters Score -986938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -986937.687500 Penalty: 4436.949707
	Iteration 69Q: 3 clusters Score -986937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -986937.687500 Penalty: 4436.949707
	Iteration 70F: 3 clusters Score -986937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -748979.625000 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -748979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -743895.687500 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -743895.7 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -745130.062500 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -745130.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -745387.312500 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -745387.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -745548.000000 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -745548 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -745662.625000 Penalty: 4297.545410
	Iteration 4Q: 3 clusters Score -745662.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -745743.000000 Penalty: 4297.545410
	Iteration 5Q: 3 clusters Score -745743 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -745805.937500 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -745805.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -745865.875000 Penalty: 4297.545410
	Iteration 7Q: 3 clusters Score -745865.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -745927.562500 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -745927.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -745986.625000 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -745986.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -746044.125000 Penalty: 4297.545410
	Iteration 10Q: 3 clusters Score -746044.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -746097.687500 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -746097.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -746160.375000 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -746160.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -746221.000000 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -746221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -746277.500000 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -746277.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -746342.875000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -746342.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -746418.687500 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -746418.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -746508.312500 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -746508.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -746621.250000 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -746621.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -746735.312500 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -746735.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -746841.125000 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -746841.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -746924.312500 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -746924.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -746986.687500 Penalty: 4297.545410
	Iteration 22Q: 3 clusters Score -746986.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -747041.187500 Penalty: 4297.545410
	Iteration 23Q: 3 clusters Score -747041.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -747082.625000 Penalty: 4297.545410
	Iteration 24Q: 3 clusters Score -747082.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -747106.687500 Penalty: 4297.545410
	Iteration 25Q: 3 clusters Score -747106.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -747127.687500 Penalty: 4297.545410
	Iteration 26Q: 3 clusters Score -747127.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -747141.562500 Penalty: 4297.545410
	Iteration 27Q: 3 clusters Score -747141.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -747153.812500 Penalty: 4297.545410
	Iteration 28Q: 3 clusters Score -747153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -747160.812500 Penalty: 4297.545410
	Iteration 29Q: 3 clusters Score -747160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -747164.625000 Penalty: 4297.545410
	Iteration 30Q: 3 clusters Score -747164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -747169.562500 Penalty: 4297.545410
	Iteration 31Q: 3 clusters Score -747169.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -747173.437500 Penalty: 4297.545410
	Iteration 32Q: 3 clusters Score -747173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -747174.750000 Penalty: 4297.545410
	Iteration 33Q: 3 clusters Score -747174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -747176.562500 Penalty: 4297.545410
	Iteration 34Q: 3 clusters Score -747176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -747178.875000 Penalty: 4297.545410
	Iteration 35Q: 3 clusters Score -747178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -747182.187500 Penalty: 4297.545410
	Iteration 36Q: 3 clusters Score -747182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -747181.187500 Penalty: 4297.545410
	Iteration 37Q: 3 clusters Score -747181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -747180.875000 Penalty: 4297.545410
	Iteration 38Q: 3 clusters Score -747180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -747181.187500 Penalty: 4297.545410
	Iteration 39Q: 3 clusters Score -747181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -747182.000000 Penalty: 4297.545410
	Iteration 40F: 3 clusters Score -747182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -747183.500000 Penalty: 4297.545410
	Iteration 41Q: 3 clusters Score -747183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -747183.125000 Penalty: 4297.545410
	Iteration 42Q: 3 clusters Score -747183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -747183.562500 Penalty: 4297.545410
	Iteration 43Q: 3 clusters Score -747183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -747183.562500 Penalty: 4297.545410
	Iteration 44F: 3 clusters Score -747183.6 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 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: -63677.585938 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63677.59 nChanged 138
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: -63983.996094 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -63984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64180.335938 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64180.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64346.578125 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64346.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64445.328125 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64445.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64524.800781 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64618.414062 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64618.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64709.234375 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64709.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64880.921875 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64880.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65223.398438 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65306.613281 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65306.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65328.351562 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65328.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65349.039062 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65349.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65397.730469 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65397.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65417.265625 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65417.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65417.265625 Penalty: 3206.435791
	Iteration 15F: 3 clusters Score -65417.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 170433 members 
Mstep: Class 8 contains 207354 members 
Mstep: Class 9 contains 167211 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188113 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 44951 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 159371 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187923 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 7673 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 180 members 
Entering Unmasked Estep 
Score: -166416464.000000 Penalty: 80372.445312
Splitting cluster 23 changes total score from -166418112.000000 to -166416464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 170433 members 
Mstep: Class 8 contains 207354 members 
Mstep: Class 9 contains 167211 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188113 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 44951 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 159371 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187923 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 7673 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418112.000000 Penalty: 76877.992188
Iteration 319Q: 23 clusters Score -1.664181e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 20047 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 170442 members 
Mstep: Class 8 contains 207375 members 
Mstep: Class 9 contains 167223 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188112 members 
Mstep: Class 12 contains 73756 members 
Mstep: Class 13 contains 44950 members 
Mstep: Class 14 contains 10154 members 
Mstep: Class 15 contains 159371 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187924 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417984.000000 Penalty: 76877.992188
Iteration 320F: 23 clusters Score -1.66418e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21795 members 
Mstep: Class 3 contains 20051 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 170454 members 
Mstep: Class 8 contains 207407 members 
Mstep: Class 9 contains 167214 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188069 members 
Mstep: Class 12 contains 73747 members 
Mstep: Class 13 contains 44938 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 159392 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 187958 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 7638 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418064.000000 Penalty: 76877.992188
Iteration 321Q: 23 clusters Score -1.664181e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21784 members 
Mstep: Class 3 contains 20054 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 170414 members 
Mstep: Class 8 contains 207435 members 
Mstep: Class 9 contains 167223 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188028 members 
Mstep: Class 12 contains 73737 members 
Mstep: Class 13 contains 44929 members 
Mstep: Class 14 contains 10183 members 
Mstep: Class 15 contains 159392 members 
Mstep: Class 16 contains 34352 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188035 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418128.000000 Penalty: 76877.992188
Iteration 322Q: 23 clusters Score -1.664181e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21775 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1805 members 
Mstep: Class 7 contains 170391 members 
Mstep: Class 8 contains 207444 members 
Mstep: Class 9 contains 167219 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188018 members 
Mstep: Class 12 contains 73716 members 
Mstep: Class 13 contains 44913 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 159364 members 
Mstep: Class 16 contains 34350 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188123 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 7603 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417968.000000 Penalty: 76877.992188
Iteration 323Q: 23 clusters Score -1.66418e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21764 members 
Mstep: Class 3 contains 20056 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 170394 members 
Mstep: Class 8 contains 207457 members 
Mstep: Class 9 contains 167218 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188016 members 
Mstep: Class 12 contains 73710 members 
Mstep: Class 13 contains 44906 members 
Mstep: Class 14 contains 10204 members 
Mstep: Class 15 contains 159343 members 
Mstep: Class 16 contains 34343 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188165 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166417952.000000 Penalty: 76877.992188
Iteration 324Q: 23 clusters Score -1.66418e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21757 members 
Mstep: Class 3 contains 20051 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 170372 members 
Mstep: Class 8 contains 207464 members 
Mstep: Class 9 contains 167231 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188011 members 
Mstep: Class 12 contains 73702 members 
Mstep: Class 13 contains 44901 members 
Mstep: Class 14 contains 10210 members 
Mstep: Class 15 contains 159355 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188184 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 5831 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418048.000000 Penalty: 76877.992188
Iteration 325Q: 23 clusters Score -1.66418e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 20046 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 170304 members 
Mstep: Class 8 contains 207474 members 
Mstep: Class 9 contains 167259 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188008 members 
Mstep: Class 12 contains 73696 members 
Mstep: Class 13 contains 44895 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 15 contains 159381 members 
Mstep: Class 16 contains 34332 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188226 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 7570 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418128.000000 Penalty: 76877.992188
Iteration 326Q: 23 clusters Score -1.664181e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21739 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1792 members 
Mstep: Class 7 contains 170229 members 
Mstep: Class 8 contains 207484 members 
Mstep: Class 9 contains 167286 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187993 members 
Mstep: Class 12 contains 73687 members 
Mstep: Class 13 contains 44892 members 
Mstep: Class 14 contains 10206 members 
Mstep: Class 15 contains 159389 members 
Mstep: Class 16 contains 34328 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188309 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 7561 members 
Mstep: Class 21 contains 5842 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418192.000000 Penalty: 76877.992188
Iteration 327Q: 23 clusters Score -1.664182e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21737 members 
Mstep: Class 3 contains 20038 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 170176 members 
Mstep: Class 8 contains 207473 members 
Mstep: Class 9 contains 167331 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187976 members 
Mstep: Class 12 contains 73681 members 
Mstep: Class 13 contains 44889 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 15 contains 159441 members 
Mstep: Class 16 contains 34320 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188332 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 7545 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418208.000000 Penalty: 76877.992188
Iteration 328Q: 23 clusters Score -1.664182e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21734 members 
Mstep: Class 3 contains 20044 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 170105 members 
Mstep: Class 8 contains 207455 members 
Mstep: Class 9 contains 167348 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187970 members 
Mstep: Class 12 contains 73672 members 
Mstep: Class 13 contains 44889 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 15 contains 159520 members 
Mstep: Class 16 contains 34316 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188357 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418240.000000 Penalty: 76877.992188
Iteration 329Q: 23 clusters Score -1.664182e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21729 members 
Mstep: Class 3 contains 20045 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 170034 members 
Mstep: Class 8 contains 207460 members 
Mstep: Class 9 contains 167347 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187984 members 
Mstep: Class 12 contains 73661 members 
Mstep: Class 13 contains 44893 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 159575 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188375 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 7511 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418400.000000 Penalty: 76877.992188
Iteration 330Q: 23 clusters Score -1.664184e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21723 members 
Mstep: Class 3 contains 20045 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169992 members 
Mstep: Class 8 contains 207469 members 
Mstep: Class 9 contains 167358 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188004 members 
Mstep: Class 12 contains 73652 members 
Mstep: Class 13 contains 44887 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 159614 members 
Mstep: Class 16 contains 34307 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188371 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 7496 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418192.000000 Penalty: 76877.992188
Iteration 331Q: 23 clusters Score -1.664182e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 169941 members 
Mstep: Class 8 contains 207461 members 
Mstep: Class 9 contains 167386 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188023 members 
Mstep: Class 12 contains 73652 members 
Mstep: Class 13 contains 44884 members 
Mstep: Class 14 contains 10205 members 
Mstep: Class 15 contains 159643 members 
Mstep: Class 16 contains 34307 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188357 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 7484 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418128.000000 Penalty: 76877.992188
Iteration 332Q: 23 clusters Score -1.664181e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21715 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 169920 members 
Mstep: Class 8 contains 207475 members 
Mstep: Class 9 contains 167399 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188033 members 
Mstep: Class 12 contains 73645 members 
Mstep: Class 13 contains 44877 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 15 contains 159690 members 
Mstep: Class 16 contains 34309 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188333 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 7463 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418176.000000 Penalty: 76877.992188
Iteration 333Q: 23 clusters Score -1.664182e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21710 members 
Mstep: Class 3 contains 20066 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 169878 members 
Mstep: Class 8 contains 207485 members 
Mstep: Class 9 contains 167401 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188052 members 
Mstep: Class 12 contains 73634 members 
Mstep: Class 13 contains 44878 members 
Mstep: Class 14 contains 10196 members 
Mstep: Class 15 contains 159720 members 
Mstep: Class 16 contains 34308 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188335 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 7450 members 
Mstep: Class 21 contains 5863 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418320.000000 Penalty: 76877.992188
Iteration 334Q: 23 clusters Score -1.664183e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 20069 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169843 members 
Mstep: Class 8 contains 207504 members 
Mstep: Class 9 contains 167409 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188050 members 
Mstep: Class 12 contains 73635 members 
Mstep: Class 13 contains 44874 members 
Mstep: Class 14 contains 10194 members 
Mstep: Class 15 contains 159689 members 
Mstep: Class 16 contains 34308 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188383 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 7443 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418336.000000 Penalty: 76877.992188
Iteration 335Q: 23 clusters Score -1.664183e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21701 members 
Mstep: Class 3 contains 20075 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 169828 members 
Mstep: Class 8 contains 207516 members 
Mstep: Class 9 contains 167423 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188054 members 
Mstep: Class 12 contains 73648 members 
Mstep: Class 13 contains 44868 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 159682 members 
Mstep: Class 16 contains 34300 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188387 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 5870 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418256.000000 Penalty: 76877.992188
Iteration 336Q: 23 clusters Score -1.664183e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 20081 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169842 members 
Mstep: Class 8 contains 207508 members 
Mstep: Class 9 contains 167421 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188041 members 
Mstep: Class 12 contains 73652 members 
Mstep: Class 13 contains 44858 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 159691 members 
Mstep: Class 16 contains 34305 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188386 members 
Mstep: Class 19 contains 7643 members 
Mstep: Class 20 contains 7415 members 
Mstep: Class 21 contains 5872 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418288.000000 Penalty: 76877.992188
Iteration 337Q: 23 clusters Score -1.664183e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21700 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169862 members 
Mstep: Class 8 contains 207510 members 
Mstep: Class 9 contains 167406 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188017 members 
Mstep: Class 12 contains 73651 members 
Mstep: Class 13 contains 44849 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 159719 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188368 members 
Mstep: Class 19 contains 7652 members 
Mstep: Class 20 contains 7402 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418272.000000 Penalty: 76877.992188
Iteration 338Q: 23 clusters Score -1.664183e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169876 members 
Mstep: Class 8 contains 207513 members 
Mstep: Class 9 contains 167373 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 188008 members 
Mstep: Class 12 contains 73651 members 
Mstep: Class 13 contains 44850 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 15 contains 159744 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188379 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418304.000000 Penalty: 76877.992188
Iteration 339Q: 23 clusters Score -1.664183e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21697 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169867 members 
Mstep: Class 8 contains 207488 members 
Mstep: Class 9 contains 167360 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187974 members 
Mstep: Class 12 contains 73657 members 
Mstep: Class 13 contains 44849 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 159777 members 
Mstep: Class 16 contains 34324 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188423 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 5889 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418048.000000 Penalty: 76877.992188
Iteration 340F: 23 clusters Score -1.66418e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21695 members 
Mstep: Class 3 contains 20089 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169896 members 
Mstep: Class 8 contains 207467 members 
Mstep: Class 9 contains 167333 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187958 members 
Mstep: Class 12 contains 73652 members 
Mstep: Class 13 contains 44836 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 159787 members 
Mstep: Class 16 contains 34324 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188462 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 7363 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418432.000000 Penalty: 76877.992188
Iteration 341Q: 23 clusters Score -1.664184e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21691 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 169936 members 
Mstep: Class 8 contains 207454 members 
Mstep: Class 9 contains 167286 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187955 members 
Mstep: Class 12 contains 73654 members 
Mstep: Class 13 contains 44844 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 159814 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188460 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 7349 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418416.000000 Penalty: 76877.992188
Iteration 342Q: 23 clusters Score -1.664184e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21683 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 169951 members 
Mstep: Class 8 contains 207448 members 
Mstep: Class 9 contains 167246 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187954 members 
Mstep: Class 12 contains 73653 members 
Mstep: Class 13 contains 44841 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 159867 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188451 members 
Mstep: Class 19 contains 7671 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418496.000000 Penalty: 76877.992188
Iteration 343Q: 23 clusters Score -1.664185e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21678 members 
Mstep: Class 3 contains 20101 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 169987 members 
Mstep: Class 8 contains 207434 members 
Mstep: Class 9 contains 167201 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187956 members 
Mstep: Class 12 contains 73647 members 
Mstep: Class 13 contains 44840 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 159878 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188472 members 
Mstep: Class 19 contains 7676 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418352.000000 Penalty: 76877.992188
Iteration 344Q: 23 clusters Score -1.664184e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21673 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 170014 members 
Mstep: Class 8 contains 207443 members 
Mstep: Class 9 contains 167167 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187954 members 
Mstep: Class 12 contains 73641 members 
Mstep: Class 13 contains 44844 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 159885 members 
Mstep: Class 16 contains 34319 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188476 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 5912 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418464.000000 Penalty: 76877.992188
Iteration 345Q: 23 clusters Score -1.664185e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21663 members 
Mstep: Class 3 contains 20094 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 170046 members 
Mstep: Class 8 contains 207449 members 
Mstep: Class 9 contains 167124 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187955 members 
Mstep: Class 12 contains 73636 members 
Mstep: Class 13 contains 44845 members 
Mstep: Class 14 contains 10170 members 
Mstep: Class 15 contains 159882 members 
Mstep: Class 16 contains 34318 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188503 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418480.000000 Penalty: 76877.992188
Iteration 346Q: 23 clusters Score -1.664185e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21654 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 170052 members 
Mstep: Class 8 contains 207449 members 
Mstep: Class 9 contains 167085 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187962 members 
Mstep: Class 12 contains 73626 members 
Mstep: Class 13 contains 44841 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 159884 members 
Mstep: Class 16 contains 34317 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188557 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418352.000000 Penalty: 76877.992188
Iteration 347Q: 23 clusters Score -1.664184e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21648 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 170042 members 
Mstep: Class 8 contains 207448 members 
Mstep: Class 9 contains 167034 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187953 members 
Mstep: Class 12 contains 73614 members 
Mstep: Class 13 contains 44835 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 159918 members 
Mstep: Class 16 contains 34318 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188622 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418176.000000 Penalty: 76877.992188
Iteration 348Q: 23 clusters Score -1.664182e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 20081 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 170006 members 
Mstep: Class 8 contains 207450 members 
Mstep: Class 9 contains 167020 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187929 members 
Mstep: Class 12 contains 73616 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 159965 members 
Mstep: Class 16 contains 34312 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188684 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 5924 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418288.000000 Penalty: 76877.992188
Iteration 349Q: 23 clusters Score -1.664183e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21640 members 
Mstep: Class 3 contains 20077 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 169963 members 
Mstep: Class 8 contains 207424 members 
Mstep: Class 9 contains 166998 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187930 members 
Mstep: Class 12 contains 73620 members 
Mstep: Class 13 contains 44805 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 160000 members 
Mstep: Class 16 contains 34314 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188752 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418288.000000 Penalty: 76877.992188
Iteration 350Q: 23 clusters Score -1.664183e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21634 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169901 members 
Mstep: Class 8 contains 207423 members 
Mstep: Class 9 contains 166998 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187932 members 
Mstep: Class 12 contains 73621 members 
Mstep: Class 13 contains 44783 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 15 contains 160059 members 
Mstep: Class 16 contains 34305 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188791 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418224.000000 Penalty: 76877.992188
Iteration 351Q: 23 clusters Score -1.664182e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21629 members 
Mstep: Class 3 contains 20073 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169843 members 
Mstep: Class 8 contains 207408 members 
Mstep: Class 9 contains 166990 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187919 members 
Mstep: Class 12 contains 73624 members 
Mstep: Class 13 contains 44771 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160111 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188842 members 
Mstep: Class 19 contains 7704 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418288.000000 Penalty: 76877.992188
Iteration 352Q: 23 clusters Score -1.664183e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21625 members 
Mstep: Class 3 contains 20068 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169809 members 
Mstep: Class 8 contains 207397 members 
Mstep: Class 9 contains 166984 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187917 members 
Mstep: Class 12 contains 73628 members 
Mstep: Class 13 contains 44763 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 160150 members 
Mstep: Class 16 contains 34308 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188862 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418656.000000 Penalty: 76877.992188
Iteration 353Q: 23 clusters Score -1.664187e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 3 contains 20068 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169784 members 
Mstep: Class 8 contains 207398 members 
Mstep: Class 9 contains 166981 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187918 members 
Mstep: Class 12 contains 73620 members 
Mstep: Class 13 contains 44756 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 160195 members 
Mstep: Class 16 contains 34311 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188864 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418640.000000 Penalty: 76877.992188
Iteration 354Q: 23 clusters Score -1.664186e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 20067 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169748 members 
Mstep: Class 8 contains 207425 members 
Mstep: Class 9 contains 166970 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187917 members 
Mstep: Class 12 contains 73630 members 
Mstep: Class 13 contains 44746 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 160216 members 
Mstep: Class 16 contains 34311 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188877 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 5946 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418608.000000 Penalty: 76877.992188
Iteration 355Q: 23 clusters Score -1.664186e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21611 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169710 members 
Mstep: Class 8 contains 207430 members 
Mstep: Class 9 contains 166965 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187915 members 
Mstep: Class 12 contains 73651 members 
Mstep: Class 13 contains 44731 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 160243 members 
Mstep: Class 16 contains 34316 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188898 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418528.000000 Penalty: 76877.992188
Iteration 356Q: 23 clusters Score -1.664185e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 20057 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 169670 members 
Mstep: Class 8 contains 207433 members 
Mstep: Class 9 contains 166958 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187894 members 
Mstep: Class 12 contains 73656 members 
Mstep: Class 13 contains 44724 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 160250 members 
Mstep: Class 16 contains 34309 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188984 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5948 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418688.000000 Penalty: 76877.992188
Iteration 357Q: 23 clusters Score -1.664187e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 20064 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169647 members 
Mstep: Class 8 contains 207418 members 
Mstep: Class 9 contains 166951 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187860 members 
Mstep: Class 12 contains 73663 members 
Mstep: Class 13 contains 44711 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160245 members 
Mstep: Class 16 contains 34298 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189080 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7246 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418832.000000 Penalty: 76877.992188
Iteration 358Q: 23 clusters Score -1.664188e+08 nChanged 715
Entering ConstructFrom: 
Score: -166418832.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -114386.843750 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -114386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112493.789062 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -112493.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112814.734375 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -112814.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113002.453125 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -113002.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -113116.015625 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -113116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113174.015625 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -113174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113218.578125 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -113218.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113260.476562 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -113260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113321.757812 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -113321.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113406.484375 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -113406.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113501.781250 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -113501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113595.328125 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -113595.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113676.179688 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -113676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113715.468750 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -113715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113737.992188 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -113738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113754.937500 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -113754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113768.468750 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -113768.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113811.554688 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -113811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113844.476562 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -113844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113869.429688 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -113869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113885.718750 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -113885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113893.687500 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -113893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113901.835938 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -113901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113909.250000 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -113909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113916.078125 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -113916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113926.281250 Penalty: 3404.964355
	Iteration 24Q: 3 clusters Score -113926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113948.437500 Penalty: 3404.964355
	Iteration 25Q: 3 clusters Score -113948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113972.640625 Penalty: 3404.964355
	Iteration 26Q: 3 clusters Score -113972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113983.164062 Penalty: 3404.964355
	Iteration 27Q: 3 clusters Score -113983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -114009.632812 Penalty: 3404.964355
	Iteration 28Q: 3 clusters Score -114009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114031.398438 Penalty: 3404.964355
	Iteration 29Q: 3 clusters Score -114031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114051.757812 Penalty: 3404.964355
	Iteration 30Q: 3 clusters Score -114051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114065.140625 Penalty: 3404.964355
	Iteration 31Q: 3 clusters Score -114065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114072.500000 Penalty: 3404.964355
	Iteration 32Q: 3 clusters Score -114072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114078.429688 Penalty: 3404.964355
	Iteration 33Q: 3 clusters Score -114078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114095.992188 Penalty: 3404.964355
	Iteration 34Q: 3 clusters Score -114096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114127.601562 Penalty: 3404.964355
	Iteration 35Q: 3 clusters Score -114127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114141.164062 Penalty: 3404.964355
	Iteration 36Q: 3 clusters Score -114141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114146.460938 Penalty: 3404.964355
	Iteration 37Q: 3 clusters Score -114146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114148.375000 Penalty: 3404.964355
	Iteration 38Q: 3 clusters Score -114148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114148.937500 Penalty: 3404.964355
	Iteration 39Q: 3 clusters Score -114148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114148.937500 Penalty: 3404.964355
	Iteration 40F: 3 clusters Score -114148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Entering Unmasked Estep 
Score: -2787624.250000 Penalty: 2475.197266
	Iteration 0F: 2 clusters Score -2787624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2772457.250000 Penalty: 4950.394531
	Iteration 0F: 3 clusters Score -2772457 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2777462.750000 Penalty: 4950.394531
	Iteration 1F: 3 clusters Score -2777463 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2777847.000000 Penalty: 4950.394531
	Iteration 2F: 3 clusters Score -2777847 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2778114.750000 Penalty: 4950.394531
	Iteration 3Q: 3 clusters Score -2778115 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2778327.500000 Penalty: 4950.394531
	Iteration 4Q: 3 clusters Score -2778328 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2778511.750000 Penalty: 4950.394531
	Iteration 5Q: 3 clusters Score -2778512 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2778654.750000 Penalty: 4950.394531
	Iteration 6Q: 3 clusters Score -2778655 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2778786.250000 Penalty: 4950.394531
	Iteration 7Q: 3 clusters Score -2778786 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2778982.250000 Penalty: 4950.394531
	Iteration 8Q: 3 clusters Score -2778982 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2779243.750000 Penalty: 4950.394531
	Iteration 9Q: 3 clusters Score -2779244 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2779583.000000 Penalty: 4950.394531
	Iteration 10Q: 3 clusters Score -2779583 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2779994.250000 Penalty: 4950.394531
	Iteration 11Q: 3 clusters Score -2779994 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2780492.750000 Penalty: 4950.394531
	Iteration 12Q: 3 clusters Score -2780493 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2781042.500000 Penalty: 4950.394531
	Iteration 13Q: 3 clusters Score -2781042 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2781738.250000 Penalty: 4950.394531
	Iteration 14F: 3 clusters Score -2781738 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2782554.000000 Penalty: 4950.394531
	Iteration 15F: 3 clusters Score -2782554 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2783348.750000 Penalty: 4950.394531
	Iteration 16F: 3 clusters Score -2783349 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2783858.750000 Penalty: 4950.394531
	Iteration 17Q: 3 clusters Score -2783859 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2784180.250000 Penalty: 4950.394531
	Iteration 18Q: 3 clusters Score -2784180 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2784354.000000 Penalty: 4950.394531
	Iteration 19Q: 3 clusters Score -2784354 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2784463.500000 Penalty: 4950.394531
	Iteration 20F: 3 clusters Score -2784464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2784543.500000 Penalty: 4950.394531
	Iteration 21Q: 3 clusters Score -2784544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2784610.500000 Penalty: 4950.394531
	Iteration 22Q: 3 clusters Score -2784610 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2784647.500000 Penalty: 4950.394531
	Iteration 23Q: 3 clusters Score -2784648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2784667.250000 Penalty: 4950.394531
	Iteration 24Q: 3 clusters Score -2784667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2784690.250000 Penalty: 4950.394531
	Iteration 25Q: 3 clusters Score -2784690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2784715.750000 Penalty: 4950.394531
	Iteration 26Q: 3 clusters Score -2784716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2784743.250000 Penalty: 4950.394531
	Iteration 27Q: 3 clusters Score -2784743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2784767.250000 Penalty: 4950.394531
	Iteration 28Q: 3 clusters Score -2784767 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2784786.750000 Penalty: 4950.394531
	Iteration 29Q: 3 clusters Score -2784787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2784806.000000 Penalty: 4950.394531
	Iteration 30Q: 3 clusters Score -2784806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2784828.000000 Penalty: 4950.394531
	Iteration 31Q: 3 clusters Score -2784828 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2784843.000000 Penalty: 4950.394531
	Iteration 32Q: 3 clusters Score -2784843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2784864.750000 Penalty: 4950.394531
	Iteration 33Q: 3 clusters Score -2784865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2784889.250000 Penalty: 4950.394531
	Iteration 34Q: 3 clusters Score -2784889 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2784911.250000 Penalty: 4950.394531
	Iteration 35Q: 3 clusters Score -2784911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2784920.500000 Penalty: 4950.394531
	Iteration 36Q: 3 clusters Score -2784920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2784934.250000 Penalty: 4950.394531
	Iteration 37Q: 3 clusters Score -2784934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2784938.750000 Penalty: 4950.394531
	Iteration 38Q: 3 clusters Score -2784939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2784958.750000 Penalty: 4950.394531
	Iteration 39Q: 3 clusters Score -2784959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2784966.750000 Penalty: 4950.394531
	Iteration 40F: 3 clusters Score -2784967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2784968.000000 Penalty: 4950.394531
	Iteration 41Q: 3 clusters Score -2784968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2784974.750000 Penalty: 4950.394531
	Iteration 42Q: 3 clusters Score -2784975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2784983.750000 Penalty: 4950.394531
	Iteration 43Q: 3 clusters Score -2784984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2784998.750000 Penalty: 4950.394531
	Iteration 44Q: 3 clusters Score -2784999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2785016.500000 Penalty: 4950.394531
	Iteration 45Q: 3 clusters Score -2785016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2785043.250000 Penalty: 4950.394531
	Iteration 46Q: 3 clusters Score -2785043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2785072.250000 Penalty: 4950.394531
	Iteration 47Q: 3 clusters Score -2785072 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2785132.250000 Penalty: 4950.394531
	Iteration 48Q: 3 clusters Score -2785132 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2785198.000000 Penalty: 4950.394531
	Iteration 49Q: 3 clusters Score -2785198 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2785294.750000 Penalty: 4950.394531
	Iteration 50Q: 3 clusters Score -2785295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2785396.500000 Penalty: 4950.394531
	Iteration 51Q: 3 clusters Score -2785396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2785468.500000 Penalty: 4950.394531
	Iteration 52Q: 3 clusters Score -2785468 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2785520.500000 Penalty: 4950.394531
	Iteration 53Q: 3 clusters Score -2785520 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2785574.500000 Penalty: 4950.394531
	Iteration 54Q: 3 clusters Score -2785574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2785616.500000 Penalty: 4950.394531
	Iteration 55Q: 3 clusters Score -2785616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2785649.750000 Penalty: 4950.394531
	Iteration 56Q: 3 clusters Score -2785650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2785687.500000 Penalty: 4950.394531
	Iteration 57Q: 3 clusters Score -2785688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2785709.500000 Penalty: 4950.394531
	Iteration 58Q: 3 clusters Score -2785710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2785723.750000 Penalty: 4950.394531
	Iteration 59Q: 3 clusters Score -2785724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2785750.750000 Penalty: 4950.394531
	Iteration 60F: 3 clusters Score -2785751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2785763.000000 Penalty: 4950.394531
	Iteration 61Q: 3 clusters Score -2785763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2785776.750000 Penalty: 4950.394531
	Iteration 62Q: 3 clusters Score -2785777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2785799.000000 Penalty: 4950.394531
	Iteration 63Q: 3 clusters Score -2785799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2785812.000000 Penalty: 4950.394531
	Iteration 64Q: 3 clusters Score -2785812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2785820.750000 Penalty: 4950.394531
	Iteration 65Q: 3 clusters Score -2785821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2785831.250000 Penalty: 4950.394531
	Iteration 66Q: 3 clusters Score -2785831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2785846.500000 Penalty: 4950.394531
	Iteration 67Q: 3 clusters Score -2785846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2785865.000000 Penalty: 4950.394531
	Iteration 68Q: 3 clusters Score -2785865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2785887.750000 Penalty: 4950.394531
	Iteration 69Q: 3 clusters Score -2785888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2785909.000000 Penalty: 4950.394531
	Iteration 70Q: 3 clusters Score -2785909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2785927.000000 Penalty: 4950.394531
	Iteration 71Q: 3 clusters Score -2785927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2785934.500000 Penalty: 4950.394531
	Iteration 72Q: 3 clusters Score -2785934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2785948.750000 Penalty: 4950.394531
	Iteration 73Q: 3 clusters Score -2785949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2785957.500000 Penalty: 4950.394531
	Iteration 74Q: 3 clusters Score -2785958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2785968.250000 Penalty: 4950.394531
	Iteration 75Q: 3 clusters Score -2785968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2785980.500000 Penalty: 4950.394531
	Iteration 76Q: 3 clusters Score -2785980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2785986.500000 Penalty: 4950.394531
	Iteration 77Q: 3 clusters Score -2785986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2785985.250000 Penalty: 4950.394531
	Iteration 78Q: 3 clusters Score -2785985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2785985.250000 Penalty: 4950.394531
	Iteration 79Q: 3 clusters Score -2785985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2785983.250000 Penalty: 4950.394531
	Iteration 80F: 3 clusters Score -2785983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2785987.000000 Penalty: 4950.394531
	Iteration 81Q: 3 clusters Score -2785987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2785994.500000 Penalty: 4950.394531
	Iteration 82Q: 3 clusters Score -2785994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2785994.500000 Penalty: 4950.394531
	Iteration 83Q: 3 clusters Score -2785994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2785999.500000 Penalty: 4950.394531
	Iteration 84Q: 3 clusters Score -2786000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2785998.750000 Penalty: 4950.394531
	Iteration 85Q: 3 clusters Score -2785999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2785998.000000 Penalty: 4950.394531
	Iteration 86Q: 3 clusters Score -2785998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2785991.250000 Penalty: 4950.394531
	Iteration 87Q: 3 clusters Score -2785991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2785996.000000 Penalty: 4950.394531
	Iteration 88Q: 3 clusters Score -2785996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2786002.750000 Penalty: 4950.394531
	Iteration 89Q: 3 clusters Score -2786003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2786005.250000 Penalty: 4950.394531
	Iteration 90Q: 3 clusters Score -2786005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2786009.500000 Penalty: 4950.394531
	Iteration 91Q: 3 clusters Score -2786010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2786008.750000 Penalty: 4950.394531
	Iteration 92Q: 3 clusters Score -2786009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2786009.750000 Penalty: 4950.394531
	Iteration 93Q: 3 clusters Score -2786010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2786013.500000 Penalty: 4950.394531
	Iteration 94Q: 3 clusters Score -2786014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2786012.500000 Penalty: 4950.394531
	Iteration 95Q: 3 clusters Score -2786012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2786019.750000 Penalty: 4950.394531
	Iteration 96Q: 3 clusters Score -2786020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2786017.250000 Penalty: 4950.394531
	Iteration 97Q: 3 clusters Score -2786017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2786015.750000 Penalty: 4950.394531
	Iteration 98Q: 3 clusters Score -2786016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2786015.750000 Penalty: 4950.394531
	Iteration 99F: 3 clusters Score -2786016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Entering Unmasked Estep 
Score: -2612421.750000 Penalty: 2456.832520
	Iteration 0F: 2 clusters Score -2612422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2598407.250000 Penalty: 4913.665039
	Iteration 0F: 3 clusters Score -2598407 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2602994.500000 Penalty: 4913.665039
	Iteration 1F: 3 clusters Score -2602994 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2603338.250000 Penalty: 4913.665039
	Iteration 2Q: 3 clusters Score -2603338 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2603692.500000 Penalty: 4913.665039
	Iteration 3Q: 3 clusters Score -2603692 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2604104.250000 Penalty: 4913.665039
	Iteration 4Q: 3 clusters Score -2604104 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2604559.500000 Penalty: 4913.665039
	Iteration 5Q: 3 clusters Score -2604560 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2605128.500000 Penalty: 4913.665039
	Iteration 6Q: 3 clusters Score -2605128 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2605839.000000 Penalty: 4913.665039
	Iteration 7F: 3 clusters Score -2605839 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2606732.500000 Penalty: 4913.665039
	Iteration 8F: 3 clusters Score -2606732 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2607708.500000 Penalty: 4913.665039
	Iteration 9F: 3 clusters Score -2607708 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2608581.000000 Penalty: 4913.665039
	Iteration 10F: 3 clusters Score -2608581 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2609242.250000 Penalty: 4913.665039
	Iteration 11Q: 3 clusters Score -2609242 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2609633.500000 Penalty: 4913.665039
	Iteration 12Q: 3 clusters Score -2609634 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2609890.250000 Penalty: 4913.665039
	Iteration 13Q: 3 clusters Score -2609890 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2610032.750000 Penalty: 4913.665039
	Iteration 14Q: 3 clusters Score -2610033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2610126.000000 Penalty: 4913.665039
	Iteration 15Q: 3 clusters Score -2610126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2610174.250000 Penalty: 4913.665039
	Iteration 16Q: 3 clusters Score -2610174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2610220.000000 Penalty: 4913.665039
	Iteration 17Q: 3 clusters Score -2610220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2610238.500000 Penalty: 4913.665039
	Iteration 18Q: 3 clusters Score -2610238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2610254.750000 Penalty: 4913.665039
	Iteration 19Q: 3 clusters Score -2610255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2610267.750000 Penalty: 4913.665039
	Iteration 20F: 3 clusters Score -2610268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2610281.750000 Penalty: 4913.665039
	Iteration 21Q: 3 clusters Score -2610282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2610298.750000 Penalty: 4913.665039
	Iteration 22Q: 3 clusters Score -2610299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2610304.250000 Penalty: 4913.665039
	Iteration 23Q: 3 clusters Score -2610304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2610306.500000 Penalty: 4913.665039
	Iteration 24Q: 3 clusters Score -2610306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2610308.250000 Penalty: 4913.665039
	Iteration 25Q: 3 clusters Score -2610308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2610317.750000 Penalty: 4913.665039
	Iteration 26Q: 3 clusters Score -2610318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2610317.750000 Penalty: 4913.665039
	Iteration 27Q: 3 clusters Score -2610318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2610319.750000 Penalty: 4913.665039
	Iteration 28Q: 3 clusters Score -2610320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2610330.000000 Penalty: 4913.665039
	Iteration 29Q: 3 clusters Score -2610330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2610336.500000 Penalty: 4913.665039
	Iteration 30Q: 3 clusters Score -2610336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2610344.750000 Penalty: 4913.665039
	Iteration 31Q: 3 clusters Score -2610345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2610357.500000 Penalty: 4913.665039
	Iteration 32Q: 3 clusters Score -2610358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2610361.750000 Penalty: 4913.665039
	Iteration 33Q: 3 clusters Score -2610362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2610361.750000 Penalty: 4913.665039
	Iteration 34F: 3 clusters Score -2610362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -543906.562500 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -543906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -539795.812500 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -539795.8 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -540742.062500 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -540742.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -540927.187500 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -540927.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -541049.375000 Penalty: 4152.824707
	Iteration 3Q: 3 clusters Score -541049.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -541154.500000 Penalty: 4152.824707
	Iteration 4Q: 3 clusters Score -541154.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -541238.562500 Penalty: 4152.824707
	Iteration 5Q: 3 clusters Score -541238.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -541316.312500 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -541316.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -541382.187500 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -541382.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -541442.500000 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -541442.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -541502.187500 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -541502.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -541553.625000 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -541553.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -541612.000000 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -541612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -541654.687500 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -541654.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -541693.687500 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -541693.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -541737.187500 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -541737.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -541778.375000 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -541778.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -541824.375000 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -541824.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -541866.062500 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -541866.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -541909.437500 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -541909.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -541949.062500 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -541949.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -541985.562500 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -541985.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -542013.375000 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -542013.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -542040.875000 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -542040.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -542070.187500 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -542070.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -542107.687500 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -542107.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -542142.500000 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -542142.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -542169.437500 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -542169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -542192.687500 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -542192.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -542217.187500 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -542217.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -542235.000000 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -542235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -542250.250000 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -542250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -542263.812500 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -542263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -542274.312500 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -542274.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -542284.562500 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -542284.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -542291.250000 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -542291.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -542306.187500 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -542306.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -542314.937500 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -542314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -542320.437500 Penalty: 4152.824707
	Iteration 37Q: 3 clusters Score -542320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -542327.625000 Penalty: 4152.824707
	Iteration 38Q: 3 clusters Score -542327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -542335.625000 Penalty: 4152.824707
	Iteration 39Q: 3 clusters Score -542335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -542340.937500 Penalty: 4152.824707
	Iteration 40F: 3 clusters Score -542340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -542344.875000 Penalty: 4152.824707
	Iteration 41Q: 3 clusters Score -542344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -542348.562500 Penalty: 4152.824707
	Iteration 42Q: 3 clusters Score -542348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -542351.687500 Penalty: 4152.824707
	Iteration 43Q: 3 clusters Score -542351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -542352.062500 Penalty: 4152.824707
	Iteration 44Q: 3 clusters Score -542352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -542352.687500 Penalty: 4152.824707
	Iteration 45Q: 3 clusters Score -542352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -542354.562500 Penalty: 4152.824707
	Iteration 46Q: 3 clusters Score -542354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -542355.937500 Penalty: 4152.824707
	Iteration 47Q: 3 clusters Score -542355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -542358.250000 Penalty: 4152.824707
	Iteration 48Q: 3 clusters Score -542358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -542358.250000 Penalty: 4152.824707
	Iteration 49Q: 3 clusters Score -542358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -542361.000000 Penalty: 4152.824707
	Iteration 50Q: 3 clusters Score -542361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -542362.187500 Penalty: 4152.824707
	Iteration 51Q: 3 clusters Score -542362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -542363.125000 Penalty: 4152.824707
	Iteration 52Q: 3 clusters Score -542363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -542363.125000 Penalty: 4152.824707
	Iteration 53F: 3 clusters Score -542363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51099.488281 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51099.49 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51373.000000 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51728.859375 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51728.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51994.273438 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -51994.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52127.531250 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -52127.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52216.664062 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52216.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52309.281250 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52309.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52402.968750 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52402.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52451.472656 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52451.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52464.050781 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52464.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52477.304688 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52477.304688 Penalty: 3104.752441
	Iteration 11F: 3 clusters Score -52477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -208953.078125 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -208953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -206505.562500 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -206505.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207127.765625 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -207127.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207313.062500 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -207313.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207462.375000 Penalty: 3709.452637
	Iteration 3Q: 3 clusters Score -207462.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207595.656250 Penalty: 3709.452637
	Iteration 4F: 3 clusters Score -207595.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -207716.093750 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -207716.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -207848.953125 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -207849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207956.343750 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -207956.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -208019.906250 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -208019.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208056.046875 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -208056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -208081.046875 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -208081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208099.359375 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -208099.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -208114.375000 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -208114.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -208139.187500 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -208139.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -208153.265625 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -208153.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -208161.500000 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -208161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208168.156250 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -208168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -208175.781250 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -208175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -208182.828125 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -208182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -208191.921875 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -208191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -208203.015625 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -208203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208221.906250 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -208221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208232.515625 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -208232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208241.421875 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -208241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208250.000000 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -208250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -208255.687500 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -208255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -208261.703125 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -208261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -208269.062500 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -208269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -208279.171875 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -208279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -208282.578125 Penalty: 3709.452637
	Iteration 29Q: 3 clusters Score -208282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208285.468750 Penalty: 3709.452637
	Iteration 30Q: 3 clusters Score -208285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -208286.937500 Penalty: 3709.452637
	Iteration 31Q: 3 clusters Score -208286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -208288.312500 Penalty: 3709.452637
	Iteration 32Q: 3 clusters Score -208288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -208289.125000 Penalty: 3709.452637
	Iteration 33Q: 3 clusters Score -208289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -208289.125000 Penalty: 3709.452637
	Iteration 34F: 3 clusters Score -208289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Entering Unmasked Estep 
Score: -21753006.000000 Penalty: 2986.260986
	Iteration 0F: 2 clusters Score -2.175301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -21639846.000000 Penalty: 5972.521973
	Iteration 0F: 3 clusters Score -2.163985e+07 nChanged 81100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -21687190.000000 Penalty: 5972.521973
	Iteration 1F: 3 clusters Score -2.168719e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -21688606.000000 Penalty: 5972.521973
	Iteration 2Q: 3 clusters Score -2.168861e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -21690686.000000 Penalty: 5972.521973
	Iteration 3Q: 3 clusters Score -2.169069e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -21694162.000000 Penalty: 5972.521973
	Iteration 4Q: 3 clusters Score -2.169416e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -21699454.000000 Penalty: 5972.521973
	Iteration 5Q: 3 clusters Score -2.169945e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -21706484.000000 Penalty: 5972.521973
	Iteration 6F: 3 clusters Score -2.170648e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -21714766.000000 Penalty: 5972.521973
	Iteration 7F: 3 clusters Score -2.171477e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -21722562.000000 Penalty: 5972.521973
	Iteration 8F: 3 clusters Score -2.172256e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -21729246.000000 Penalty: 5972.521973
	Iteration 9F: 3 clusters Score -2.172925e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -21734160.000000 Penalty: 5972.521973
	Iteration 10Q: 3 clusters Score -2.173416e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -21737316.000000 Penalty: 5972.521973
	Iteration 11Q: 3 clusters Score -2.173732e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -21739476.000000 Penalty: 5972.521973
	Iteration 12Q: 3 clusters Score -2.173948e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -21741022.000000 Penalty: 5972.521973
	Iteration 13Q: 3 clusters Score -2.174102e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -21742490.000000 Penalty: 5972.521973
	Iteration 14Q: 3 clusters Score -2.174249e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -21743782.000000 Penalty: 5972.521973
	Iteration 15Q: 3 clusters Score -2.174378e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -21745016.000000 Penalty: 5972.521973
	Iteration 16Q: 3 clusters Score -2.174502e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -21746168.000000 Penalty: 5972.521973
	Iteration 17Q: 3 clusters Score -2.174617e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161522 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -21747222.000000 Penalty: 5972.521973
	Iteration 18Q: 3 clusters Score -2.174722e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -21748090.000000 Penalty: 5972.521973
	Iteration 19Q: 3 clusters Score -2.174809e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -21748728.000000 Penalty: 5972.521973
	Iteration 20F: 3 clusters Score -2.174873e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -21749246.000000 Penalty: 5972.521973
	Iteration 21Q: 3 clusters Score -2.174925e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -21749530.000000 Penalty: 5972.521973
	Iteration 22Q: 3 clusters Score -2.174953e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -21749828.000000 Penalty: 5972.521973
	Iteration 23Q: 3 clusters Score -2.174983e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167387 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -21750096.000000 Penalty: 5972.521973
	Iteration 24Q: 3 clusters Score -2.17501e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21750372.000000 Penalty: 5972.521973
	Iteration 25Q: 3 clusters Score -2.175037e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21750412.000000 Penalty: 5972.521973
	Iteration 26Q: 3 clusters Score -2.175041e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21750480.000000 Penalty: 5972.521973
	Iteration 27Q: 3 clusters Score -2.175048e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21750534.000000 Penalty: 5972.521973
	Iteration 28Q: 3 clusters Score -2.175053e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21750592.000000 Penalty: 5972.521973
	Iteration 29Q: 3 clusters Score -2.175059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21750600.000000 Penalty: 5972.521973
	Iteration 30Q: 3 clusters Score -2.17506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21750622.000000 Penalty: 5972.521973
	Iteration 31Q: 3 clusters Score -2.175062e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21750660.000000 Penalty: 5972.521973
	Iteration 32Q: 3 clusters Score -2.175066e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21750684.000000 Penalty: 5972.521973
	Iteration 33Q: 3 clusters Score -2.175068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21750706.000000 Penalty: 5972.521973
	Iteration 34Q: 3 clusters Score -2.175071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21750740.000000 Penalty: 5972.521973
	Iteration 35Q: 3 clusters Score -2.175074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21750746.000000 Penalty: 5972.521973
	Iteration 36Q: 3 clusters Score -2.175075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21750786.000000 Penalty: 5972.521973
	Iteration 37Q: 3 clusters Score -2.175079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -21750810.000000 Penalty: 5972.521973
	Iteration 38Q: 3 clusters Score -2.175081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21750790.000000 Penalty: 5972.521973
	Iteration 39Q: 3 clusters Score -2.175079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21750780.000000 Penalty: 5972.521973
	Iteration 40F: 3 clusters Score -2.175078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21750772.000000 Penalty: 5972.521973
	Iteration 41Q: 3 clusters Score -2.175077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21750800.000000 Penalty: 5972.521973
	Iteration 42Q: 3 clusters Score -2.17508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168629 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21750786.000000 Penalty: 5972.521973
	Iteration 43Q: 3 clusters Score -2.175079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21750798.000000 Penalty: 5972.521973
	Iteration 44Q: 3 clusters Score -2.17508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21750804.000000 Penalty: 5972.521973
	Iteration 45Q: 3 clusters Score -2.17508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21750796.000000 Penalty: 5972.521973
	Iteration 46Q: 3 clusters Score -2.17508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21750810.000000 Penalty: 5972.521973
	Iteration 47Q: 3 clusters Score -2.175081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21750804.000000 Penalty: 5972.521973
	Iteration 48Q: 3 clusters Score -2.17508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21750812.000000 Penalty: 5972.521973
	Iteration 49Q: 3 clusters Score -2.175081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21750808.000000 Penalty: 5972.521973
	Iteration 50Q: 3 clusters Score -2.175081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21750822.000000 Penalty: 5972.521973
	Iteration 51Q: 3 clusters Score -2.175082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21750818.000000 Penalty: 5972.521973
	Iteration 52Q: 3 clusters Score -2.175082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21750814.000000 Penalty: 5972.521973
	Iteration 53Q: 3 clusters Score -2.175081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21750800.000000 Penalty: 5972.521973
	Iteration 54Q: 3 clusters Score -2.17508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21750802.000000 Penalty: 5972.521973
	Iteration 55Q: 3 clusters Score -2.17508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21750796.000000 Penalty: 5972.521973
	Iteration 56Q: 3 clusters Score -2.17508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21750796.000000 Penalty: 5972.521973
	Iteration 57Q: 3 clusters Score -2.17508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21750796.000000 Penalty: 5972.521973
	Iteration 58Q: 3 clusters Score -2.17508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21750796.000000 Penalty: 5972.521973
	Iteration 59F: 3 clusters Score -2.17508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207414 members 
Entering Unmasked Estep 
Score: -26905434.000000 Penalty: 3036.133057
	Iteration 0F: 2 clusters Score -2.690543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -26799732.000000 Penalty: 6072.266113
	Iteration 0F: 3 clusters Score -2.679973e+07 nChanged 100007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -26859664.000000 Penalty: 6072.266113
	Iteration 1F: 3 clusters Score -2.685966e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -26862624.000000 Penalty: 6072.266113
	Iteration 2Q: 3 clusters Score -2.686262e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -26867260.000000 Penalty: 6072.266113
	Iteration 3F: 3 clusters Score -2.686726e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -26875256.000000 Penalty: 6072.266113
	Iteration 4F: 3 clusters Score -2.687526e+07 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -26888476.000000 Penalty: 6072.266113
	Iteration 5F: 3 clusters Score -2.688848e+07 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -26903872.000000 Penalty: 6072.266113
	Iteration 6F: 3 clusters Score -2.690387e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164072 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -26915676.000000 Penalty: 6072.266113
	Iteration 7F: 3 clusters Score -2.691568e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -26920592.000000 Penalty: 6072.266113
	Iteration 8Q: 3 clusters Score -2.692059e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -26921486.000000 Penalty: 6072.266113
	Iteration 9Q: 3 clusters Score -2.692149e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173995 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -26921268.000000 Penalty: 6072.266113
	Iteration 10Q: 3 clusters Score -2.692127e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -26920498.000000 Penalty: 6072.266113
	Iteration 11Q: 3 clusters Score -2.69205e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180183 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -26919226.000000 Penalty: 6072.266113
	Iteration 12Q: 3 clusters Score -2.691923e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -26917898.000000 Penalty: 6072.266113
	Iteration 13Q: 3 clusters Score -2.69179e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185672 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -26916366.000000 Penalty: 6072.266113
	Iteration 14Q: 3 clusters Score -2.691637e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -26914636.000000 Penalty: 6072.266113
	Iteration 15Q: 3 clusters Score -2.691464e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190192 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -26913248.000000 Penalty: 6072.266113
	Iteration 16Q: 3 clusters Score -2.691325e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192052 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -26911928.000000 Penalty: 6072.266113
	Iteration 17Q: 3 clusters Score -2.691193e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193736 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -26910912.000000 Penalty: 6072.266113
	Iteration 18Q: 3 clusters Score -2.691091e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -26909914.000000 Penalty: 6072.266113
	Iteration 19Q: 3 clusters Score -2.690991e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196513 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -26909050.000000 Penalty: 6072.266113
	Iteration 20F: 3 clusters Score -2.690905e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197679 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -26908508.000000 Penalty: 6072.266113
	Iteration 21Q: 3 clusters Score -2.690851e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198746 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -26907924.000000 Penalty: 6072.266113
	Iteration 22Q: 3 clusters Score -2.690792e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199682 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -26907498.000000 Penalty: 6072.266113
	Iteration 23Q: 3 clusters Score -2.69075e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -26907124.000000 Penalty: 6072.266113
	Iteration 24Q: 3 clusters Score -2.690712e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201309 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -26906720.000000 Penalty: 6072.266113
	Iteration 25Q: 3 clusters Score -2.690672e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202004 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -26906318.000000 Penalty: 6072.266113
	Iteration 26Q: 3 clusters Score -2.690632e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202650 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -26905990.000000 Penalty: 6072.266113
	Iteration 27Q: 3 clusters Score -2.690599e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203240 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -26905798.000000 Penalty: 6072.266113
	Iteration 28Q: 3 clusters Score -2.69058e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203767 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -26905476.000000 Penalty: 6072.266113
	Iteration 29Q: 3 clusters Score -2.690548e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204167 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -26905328.000000 Penalty: 6072.266113
	Iteration 30Q: 3 clusters Score -2.690533e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -26905130.000000 Penalty: 6072.266113
	Iteration 31Q: 3 clusters Score -2.690513e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204803 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -26904860.000000 Penalty: 6072.266113
	Iteration 32Q: 3 clusters Score -2.690486e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -26904700.000000 Penalty: 6072.266113
	Iteration 33Q: 3 clusters Score -2.69047e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205252 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26904582.000000 Penalty: 6072.266113
	Iteration 34Q: 3 clusters Score -2.690458e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205430 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -26904478.000000 Penalty: 6072.266113
	Iteration 35Q: 3 clusters Score -2.690448e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205568 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -26904400.000000 Penalty: 6072.266113
	Iteration 36Q: 3 clusters Score -2.69044e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205691 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -26904352.000000 Penalty: 6072.266113
	Iteration 37Q: 3 clusters Score -2.690435e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205803 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26904228.000000 Penalty: 6072.266113
	Iteration 38Q: 3 clusters Score -2.690423e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205901 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -26904168.000000 Penalty: 6072.266113
	Iteration 39Q: 3 clusters Score -2.690417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205974 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -26904156.000000 Penalty: 6072.266113
	Iteration 40F: 3 clusters Score -2.690416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206051 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26904104.000000 Penalty: 6072.266113
	Iteration 41Q: 3 clusters Score -2.69041e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206111 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -26904084.000000 Penalty: 6072.266113
	Iteration 42Q: 3 clusters Score -2.690408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206149 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -26904016.000000 Penalty: 6072.266113
	Iteration 43Q: 3 clusters Score -2.690402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206183 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -26904004.000000 Penalty: 6072.266113
	Iteration 44Q: 3 clusters Score -2.6904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -26903992.000000 Penalty: 6072.266113
	Iteration 45Q: 3 clusters Score -2.690399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206239 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -26903992.000000 Penalty: 6072.266113
	Iteration 46Q: 3 clusters Score -2.690399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206260 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -26903966.000000 Penalty: 6072.266113
	Iteration 47Q: 3 clusters Score -2.690397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206272 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -26903970.000000 Penalty: 6072.266113
	Iteration 48Q: 3 clusters Score -2.690397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -26903944.000000 Penalty: 6072.266113
	Iteration 49Q: 3 clusters Score -2.690394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206292 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -26903916.000000 Penalty: 6072.266113
	Iteration 50Q: 3 clusters Score -2.690392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206300 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -26903922.000000 Penalty: 6072.266113
	Iteration 51Q: 3 clusters Score -2.690392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206309 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26903906.000000 Penalty: 6072.266113
	Iteration 52Q: 3 clusters Score -2.690391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206317 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -26903928.000000 Penalty: 6072.266113
	Iteration 53Q: 3 clusters Score -2.690393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206328 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -26903896.000000 Penalty: 6072.266113
	Iteration 54Q: 3 clusters Score -2.69039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206334 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -26903906.000000 Penalty: 6072.266113
	Iteration 55Q: 3 clusters Score -2.690391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -26903894.000000 Penalty: 6072.266113
	Iteration 56Q: 3 clusters Score -2.690389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -26903870.000000 Penalty: 6072.266113
	Iteration 57Q: 3 clusters Score -2.690387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206365 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -26903872.000000 Penalty: 6072.266113
	Iteration 58Q: 3 clusters Score -2.690387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206382 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -26903858.000000 Penalty: 6072.266113
	Iteration 59Q: 3 clusters Score -2.690386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206392 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -26903872.000000 Penalty: 6072.266113
	Iteration 60F: 3 clusters Score -2.690387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206398 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -26903860.000000 Penalty: 6072.266113
	Iteration 61Q: 3 clusters Score -2.690386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206398 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -26903870.000000 Penalty: 6072.266113
	Iteration 62Q: 3 clusters Score -2.690387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -26903884.000000 Penalty: 6072.266113
	Iteration 63Q: 3 clusters Score -2.690388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206406 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -26903874.000000 Penalty: 6072.266113
	Iteration 64Q: 3 clusters Score -2.690387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206409 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -26903862.000000 Penalty: 6072.266113
	Iteration 65Q: 3 clusters Score -2.690386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206414 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -26903874.000000 Penalty: 6072.266113
	Iteration 66Q: 3 clusters Score -2.690387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -26903858.000000 Penalty: 6072.266113
	Iteration 67Q: 3 clusters Score -2.690386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206426 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -26903834.000000 Penalty: 6072.266113
	Iteration 68Q: 3 clusters Score -2.690383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206427 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -26903834.000000 Penalty: 6072.266113
	Iteration 69Q: 3 clusters Score -2.690383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206428 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -26903852.000000 Penalty: 6072.266113
	Iteration 70Q: 3 clusters Score -2.690385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206427 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -26903862.000000 Penalty: 6072.266113
	Iteration 71Q: 3 clusters Score -2.690386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206428 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -26903866.000000 Penalty: 6072.266113
	Iteration 72Q: 3 clusters Score -2.690387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -26903870.000000 Penalty: 6072.266113
	Iteration 73Q: 3 clusters Score -2.690387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206432 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -26903858.000000 Penalty: 6072.266113
	Iteration 74Q: 3 clusters Score -2.690386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206433 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26903864.000000 Penalty: 6072.266113
	Iteration 75Q: 3 clusters Score -2.690386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206433 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26903864.000000 Penalty: 6072.266113
	Iteration 76F: 3 clusters Score -2.690386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Entering Unmasked Estep 
Score: -21644148.000000 Penalty: 2982.322021
	Iteration 0F: 2 clusters Score -2.164415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -21533462.000000 Penalty: 5964.644043
	Iteration 0F: 3 clusters Score -2.153346e+07 nChanged 79942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -21580462.000000 Penalty: 5964.644043
	Iteration 1F: 3 clusters Score -2.158046e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -21582564.000000 Penalty: 5964.644043
	Iteration 2Q: 3 clusters Score -2.158256e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -21586172.000000 Penalty: 5964.644043
	Iteration 3Q: 3 clusters Score -2.158617e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -21591628.000000 Penalty: 5964.644043
	Iteration 4F: 3 clusters Score -2.159163e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -21599930.000000 Penalty: 5964.644043
	Iteration 5F: 3 clusters Score -2.159993e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -21611370.000000 Penalty: 5964.644043
	Iteration 6F: 3 clusters Score -2.161137e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -21622168.000000 Penalty: 5964.644043
	Iteration 7F: 3 clusters Score -2.162217e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -21628200.000000 Penalty: 5964.644043
	Iteration 8F: 3 clusters Score -2.16282e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -21630774.000000 Penalty: 5964.644043
	Iteration 9Q: 3 clusters Score -2.163077e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -21632284.000000 Penalty: 5964.644043
	Iteration 10Q: 3 clusters Score -2.163228e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127991 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -21633732.000000 Penalty: 5964.644043
	Iteration 11Q: 3 clusters Score -2.163373e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -21634752.000000 Penalty: 5964.644043
	Iteration 12Q: 3 clusters Score -2.163475e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -21635638.000000 Penalty: 5964.644043
	Iteration 13Q: 3 clusters Score -2.163564e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134511 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -21636316.000000 Penalty: 5964.644043
	Iteration 14Q: 3 clusters Score -2.163632e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -21636966.000000 Penalty: 5964.644043
	Iteration 15Q: 3 clusters Score -2.163697e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -21637428.000000 Penalty: 5964.644043
	Iteration 16Q: 3 clusters Score -2.163743e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139827 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -21637898.000000 Penalty: 5964.644043
	Iteration 17Q: 3 clusters Score -2.16379e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -21638232.000000 Penalty: 5964.644043
	Iteration 18Q: 3 clusters Score -2.163823e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -21638656.000000 Penalty: 5964.644043
	Iteration 19Q: 3 clusters Score -2.163866e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144277 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -21638864.000000 Penalty: 5964.644043
	Iteration 20F: 3 clusters Score -2.163886e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -21639230.000000 Penalty: 5964.644043
	Iteration 21Q: 3 clusters Score -2.163923e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -21639550.000000 Penalty: 5964.644043
	Iteration 22Q: 3 clusters Score -2.163955e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -21639862.000000 Penalty: 5964.644043
	Iteration 23Q: 3 clusters Score -2.163986e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -21640178.000000 Penalty: 5964.644043
	Iteration 24Q: 3 clusters Score -2.164018e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -21640330.000000 Penalty: 5964.644043
	Iteration 25Q: 3 clusters Score -2.164033e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -21640638.000000 Penalty: 5964.644043
	Iteration 26Q: 3 clusters Score -2.164064e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -21640744.000000 Penalty: 5964.644043
	Iteration 27Q: 3 clusters Score -2.164074e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -21640968.000000 Penalty: 5964.644043
	Iteration 28Q: 3 clusters Score -2.164097e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -21641162.000000 Penalty: 5964.644043
	Iteration 29Q: 3 clusters Score -2.164116e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -21641290.000000 Penalty: 5964.644043
	Iteration 30Q: 3 clusters Score -2.164129e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -21641416.000000 Penalty: 5964.644043
	Iteration 31Q: 3 clusters Score -2.164142e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -21641528.000000 Penalty: 5964.644043
	Iteration 32Q: 3 clusters Score -2.164153e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -21641748.000000 Penalty: 5964.644043
	Iteration 33Q: 3 clusters Score -2.164175e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -21641940.000000 Penalty: 5964.644043
	Iteration 34Q: 3 clusters Score -2.164194e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -21642106.000000 Penalty: 5964.644043
	Iteration 35Q: 3 clusters Score -2.164211e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -21642148.000000 Penalty: 5964.644043
	Iteration 36Q: 3 clusters Score -2.164215e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -21642222.000000 Penalty: 5964.644043
	Iteration 37Q: 3 clusters Score -2.164222e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -21642200.000000 Penalty: 5964.644043
	Iteration 38Q: 3 clusters Score -2.16422e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -21642276.000000 Penalty: 5964.644043
	Iteration 39Q: 3 clusters Score -2.164228e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -21642380.000000 Penalty: 5964.644043
	Iteration 40F: 3 clusters Score -2.164238e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -21642478.000000 Penalty: 5964.644043
	Iteration 41Q: 3 clusters Score -2.164248e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -21642442.000000 Penalty: 5964.644043
	Iteration 42Q: 3 clusters Score -2.164244e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21642476.000000 Penalty: 5964.644043
	Iteration 43Q: 3 clusters Score -2.164248e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162432 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -21642524.000000 Penalty: 5964.644043
	Iteration 44Q: 3 clusters Score -2.164252e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -21642518.000000 Penalty: 5964.644043
	Iteration 45Q: 3 clusters Score -2.164252e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -21642594.000000 Penalty: 5964.644043
	Iteration 46Q: 3 clusters Score -2.164259e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162873 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -21642556.000000 Penalty: 5964.644043
	Iteration 47Q: 3 clusters Score -2.164256e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -21642526.000000 Penalty: 5964.644043
	Iteration 48Q: 3 clusters Score -2.164253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -21642544.000000 Penalty: 5964.644043
	Iteration 49Q: 3 clusters Score -2.164254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21642526.000000 Penalty: 5964.644043
	Iteration 50Q: 3 clusters Score -2.164253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21642524.000000 Penalty: 5964.644043
	Iteration 51Q: 3 clusters Score -2.164252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21642560.000000 Penalty: 5964.644043
	Iteration 52Q: 3 clusters Score -2.164256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -21642540.000000 Penalty: 5964.644043
	Iteration 53Q: 3 clusters Score -2.164254e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -21642548.000000 Penalty: 5964.644043
	Iteration 54Q: 3 clusters Score -2.164255e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -21642570.000000 Penalty: 5964.644043
	Iteration 55Q: 3 clusters Score -2.164257e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163698 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -21642592.000000 Penalty: 5964.644043
	Iteration 56Q: 3 clusters Score -2.164259e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163761 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -21642598.000000 Penalty: 5964.644043
	Iteration 57Q: 3 clusters Score -2.16426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -21642590.000000 Penalty: 5964.644043
	Iteration 58Q: 3 clusters Score -2.164259e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -21642600.000000 Penalty: 5964.644043
	Iteration 59Q: 3 clusters Score -2.16426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21642586.000000 Penalty: 5964.644043
	Iteration 60F: 3 clusters Score -2.164259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -21642608.000000 Penalty: 5964.644043
	Iteration 61Q: 3 clusters Score -2.164261e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21642596.000000 Penalty: 5964.644043
	Iteration 62Q: 3 clusters Score -2.16426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21642586.000000 Penalty: 5964.644043
	Iteration 63Q: 3 clusters Score -2.164259e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21642606.000000 Penalty: 5964.644043
	Iteration 64Q: 3 clusters Score -2.164261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -21642614.000000 Penalty: 5964.644043
	Iteration 65Q: 3 clusters Score -2.164261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -21642630.000000 Penalty: 5964.644043
	Iteration 66Q: 3 clusters Score -2.164263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164234 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -21642646.000000 Penalty: 5964.644043
	Iteration 67Q: 3 clusters Score -2.164265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21642652.000000 Penalty: 5964.644043
	Iteration 68Q: 3 clusters Score -2.164265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21642658.000000 Penalty: 5964.644043
	Iteration 69Q: 3 clusters Score -2.164266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21642650.000000 Penalty: 5964.644043
	Iteration 70Q: 3 clusters Score -2.164265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21642650.000000 Penalty: 5964.644043
	Iteration 71Q: 3 clusters Score -2.164265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21642642.000000 Penalty: 5964.644043
	Iteration 72Q: 3 clusters Score -2.164264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21642648.000000 Penalty: 5964.644043
	Iteration 73Q: 3 clusters Score -2.164265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21642634.000000 Penalty: 5964.644043
	Iteration 74Q: 3 clusters Score -2.164263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21642642.000000 Penalty: 5964.644043
	Iteration 75Q: 3 clusters Score -2.164264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -21642664.000000 Penalty: 5964.644043
	Iteration 76Q: 3 clusters Score -2.164266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164508 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21642644.000000 Penalty: 5964.644043
	Iteration 77Q: 3 clusters Score -2.164264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21642630.000000 Penalty: 5964.644043
	Iteration 78Q: 3 clusters Score -2.164263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -21642630.000000 Penalty: 5964.644043
	Iteration 79Q: 3 clusters Score -2.164263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164571 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21642634.000000 Penalty: 5964.644043
	Iteration 80F: 3 clusters Score -2.164263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -21642640.000000 Penalty: 5964.644043
	Iteration 81Q: 3 clusters Score -2.164264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21642636.000000 Penalty: 5964.644043
	Iteration 82Q: 3 clusters Score -2.164264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21642650.000000 Penalty: 5964.644043
	Iteration 83Q: 3 clusters Score -2.164265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164623 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21642628.000000 Penalty: 5964.644043
	Iteration 84Q: 3 clusters Score -2.164263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21642628.000000 Penalty: 5964.644043
	Iteration 85Q: 3 clusters Score -2.164263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21642654.000000 Penalty: 5964.644043
	Iteration 86Q: 3 clusters Score -2.164265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21642660.000000 Penalty: 5964.644043
	Iteration 87Q: 3 clusters Score -2.164266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21642672.000000 Penalty: 5964.644043
	Iteration 88Q: 3 clusters Score -2.164267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21642680.000000 Penalty: 5964.644043
	Iteration 89Q: 3 clusters Score -2.164268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21642672.000000 Penalty: 5964.644043
	Iteration 90Q: 3 clusters Score -2.164267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21642684.000000 Penalty: 5964.644043
	Iteration 91Q: 3 clusters Score -2.164268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21642682.000000 Penalty: 5964.644043
	Iteration 92Q: 3 clusters Score -2.164268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -21642694.000000 Penalty: 5964.644043
	Iteration 93Q: 3 clusters Score -2.164269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21642686.000000 Penalty: 5964.644043
	Iteration 94Q: 3 clusters Score -2.164269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21642696.000000 Penalty: 5964.644043
	Iteration 95Q: 3 clusters Score -2.16427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164738 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21642696.000000 Penalty: 5964.644043
	Iteration 96Q: 3 clusters Score -2.16427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164738 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21642696.000000 Penalty: 5964.644043
	Iteration 97F: 3 clusters Score -2.16427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100672.289062 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100672.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101038.492188 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101038.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101321.812500 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101321.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101668.554688 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101668.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101926.382812 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -101926.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102034.500000 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -102034.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102103.289062 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -102103.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102134.593750 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -102134.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102178.796875 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -102178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102227.414062 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -102227.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102339.960938 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -102340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102722.601562 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -102722.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102980.882812 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -102980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103017.867188 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -103017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103041.851562 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -103041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103079.140625 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -103079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103135.296875 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -103135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103155.281250 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -103155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103170.375000 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -103170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103177.671875 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -103177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103195.812500 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -103195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103239.578125 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -103239.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103310.101562 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -103310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103355.828125 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -103355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103355.828125 Penalty: 3393.970947
	Iteration 24F: 3 clusters Score -103355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21604 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169630 members 
Mstep: Class 8 contains 207414 members 
Mstep: Class 9 contains 166957 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 187825 members 
Mstep: Class 12 contains 73670 members 
Mstep: Class 13 contains 44700 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160222 members 
Mstep: Class 16 contains 34294 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189171 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166417888.000000 Penalty: 80372.445312
Splitting cluster 10 changes total score from -166418832.000000 to -166417888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (187825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Entering Unmasked Estep 
Score: -24085272.000000 Penalty: 3011.529785
	Iteration 0F: 2 clusters Score -2.408527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -23961202.000000 Penalty: 6023.059570
	Iteration 0F: 3 clusters Score -2.39612e+07 nChanged 90145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -24013210.000000 Penalty: 6023.059570
	Iteration 1F: 3 clusters Score -2.401321e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -24014818.000000 Penalty: 6023.059570
	Iteration 2Q: 3 clusters Score -2.401482e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -24017772.000000 Penalty: 6023.059570
	Iteration 3Q: 3 clusters Score -2.401777e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -24023092.000000 Penalty: 6023.059570
	Iteration 4F: 3 clusters Score -2.402309e+07 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -24033172.000000 Penalty: 6023.059570
	Iteration 5F: 3 clusters Score -2.403317e+07 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -24046768.000000 Penalty: 6023.059570
	Iteration 6F: 3 clusters Score -2.404677e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 160086 members 
Entering Unmasked Estep 
Score: -24060288.000000 Penalty: 6023.059570
	Iteration 7F: 3 clusters Score -2.406029e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -24069810.000000 Penalty: 6023.059570
	Iteration 8F: 3 clusters Score -2.406981e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -24075398.000000 Penalty: 6023.059570
	Iteration 9Q: 3 clusters Score -2.40754e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 181210 members 
Entering Unmasked Estep 
Score: -24078320.000000 Penalty: 6023.059570
	Iteration 10Q: 3 clusters Score -2.407832e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -24079946.000000 Penalty: 6023.059570
	Iteration 11Q: 3 clusters Score -2.407995e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -24080870.000000 Penalty: 6023.059570
	Iteration 12Q: 3 clusters Score -2.408087e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 185647 members 
Entering Unmasked Estep 
Score: -24081502.000000 Penalty: 6023.059570
	Iteration 13Q: 3 clusters Score -2.40815e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 186124 members 
Entering Unmasked Estep 
Score: -24081848.000000 Penalty: 6023.059570
	Iteration 14Q: 3 clusters Score -2.408185e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 186444 members 
Entering Unmasked Estep 
Score: -24082088.000000 Penalty: 6023.059570
	Iteration 15Q: 3 clusters Score -2.408209e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 186648 members 
Entering Unmasked Estep 
Score: -24082238.000000 Penalty: 6023.059570
	Iteration 16Q: 3 clusters Score -2.408224e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -24082338.000000 Penalty: 6023.059570
	Iteration 17Q: 3 clusters Score -2.408234e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -24082396.000000 Penalty: 6023.059570
	Iteration 18Q: 3 clusters Score -2.40824e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 186954 members 
Entering Unmasked Estep 
Score: -24082460.000000 Penalty: 6023.059570
	Iteration 19Q: 3 clusters Score -2.408246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -24082498.000000 Penalty: 6023.059570
	Iteration 20F: 3 clusters Score -2.40825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 187050 members 
Entering Unmasked Estep 
Score: -24082538.000000 Penalty: 6023.059570
	Iteration 21Q: 3 clusters Score -2.408254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 187085 members 
Entering Unmasked Estep 
Score: -24082540.000000 Penalty: 6023.059570
	Iteration 22Q: 3 clusters Score -2.408254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -24082548.000000 Penalty: 6023.059570
	Iteration 23Q: 3 clusters Score -2.408255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -24082568.000000 Penalty: 6023.059570
	Iteration 24Q: 3 clusters Score -2.408257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 187143 members 
Entering Unmasked Estep 
Score: -24082614.000000 Penalty: 6023.059570
	Iteration 25Q: 3 clusters Score -2.408261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 187159 members 
Entering Unmasked Estep 
Score: -24082632.000000 Penalty: 6023.059570
	Iteration 26Q: 3 clusters Score -2.408263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 187171 members 
Entering Unmasked Estep 
Score: -24082640.000000 Penalty: 6023.059570
	Iteration 27Q: 3 clusters Score -2.408264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 187179 members 
Entering Unmasked Estep 
Score: -24082650.000000 Penalty: 6023.059570
	Iteration 28Q: 3 clusters Score -2.408265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 187186 members 
Entering Unmasked Estep 
Score: -24082652.000000 Penalty: 6023.059570
	Iteration 29Q: 3 clusters Score -2.408265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 187189 members 
Entering Unmasked Estep 
Score: -24082664.000000 Penalty: 6023.059570
	Iteration 30Q: 3 clusters Score -2.408266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 187190 members 
Entering Unmasked Estep 
Score: -24082654.000000 Penalty: 6023.059570
	Iteration 31Q: 3 clusters Score -2.408265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 187192 members 
Entering Unmasked Estep 
Score: -24082660.000000 Penalty: 6023.059570
	Iteration 32Q: 3 clusters Score -2.408266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 187193 members 
Entering Unmasked Estep 
Score: -24082654.000000 Penalty: 6023.059570
	Iteration 33Q: 3 clusters Score -2.408265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 187192 members 
Entering Unmasked Estep 
Score: -24082664.000000 Penalty: 6023.059570
	Iteration 34Q: 3 clusters Score -2.408266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -24082646.000000 Penalty: 6023.059570
	Iteration 35Q: 3 clusters Score -2.408265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -24082658.000000 Penalty: 6023.059570
	Iteration 36Q: 3 clusters Score -2.408266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 187198 members 
Entering Unmasked Estep 
Score: -24082666.000000 Penalty: 6023.059570
	Iteration 37Q: 3 clusters Score -2.408267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 187198 members 
Entering Unmasked Estep 
Score: -24082666.000000 Penalty: 6023.059570
	Iteration 38F: 3 clusters Score -2.408267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Entering Unmasked Estep 
Score: -9207554.000000 Penalty: 2779.423096
	Iteration 0F: 2 clusters Score -9207554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -9158198.000000 Penalty: 5558.846191
	Iteration 0F: 3 clusters Score -9158198 nChanged 34503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9177621.000000 Penalty: 5558.846191
	Iteration 1F: 3 clusters Score -9177621 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -9178446.000000 Penalty: 5558.846191
	Iteration 2Q: 3 clusters Score -9178446 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -9179655.000000 Penalty: 5558.846191
	Iteration 3Q: 3 clusters Score -9179655 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -9181754.000000 Penalty: 5558.846191
	Iteration 4F: 3 clusters Score -9181754 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -9185573.000000 Penalty: 5558.846191
	Iteration 5F: 3 clusters Score -9185573 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -9191698.000000 Penalty: 5558.846191
	Iteration 6F: 3 clusters Score -9191698 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9198373.000000 Penalty: 5558.846191
	Iteration 7F: 3 clusters Score -9198373 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9202743.000000 Penalty: 5558.846191
	Iteration 8F: 3 clusters Score -9202743 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9204479.000000 Penalty: 5558.846191
	Iteration 9Q: 3 clusters Score -9204479 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9204902.000000 Penalty: 5558.846191
	Iteration 10Q: 3 clusters Score -9204902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9205028.000000 Penalty: 5558.846191
	Iteration 11Q: 3 clusters Score -9205028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9205082.000000 Penalty: 5558.846191
	Iteration 12Q: 3 clusters Score -9205082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9205119.000000 Penalty: 5558.846191
	Iteration 13Q: 3 clusters Score -9205119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9205119.000000 Penalty: 5558.846191
	Iteration 14Q: 3 clusters Score -9205119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9205135.000000 Penalty: 5558.846191
	Iteration 15Q: 3 clusters Score -9205135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9205158.000000 Penalty: 5558.846191
	Iteration 16Q: 3 clusters Score -9205158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9205154.000000 Penalty: 5558.846191
	Iteration 17Q: 3 clusters Score -9205154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9205156.000000 Penalty: 5558.846191
	Iteration 18Q: 3 clusters Score -9205156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9205156.000000 Penalty: 5558.846191
	Iteration 19F: 3 clusters Score -9205156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Entering Unmasked Estep 
Score: -5835924.000000 Penalty: 2655.516602
	Iteration 0F: 2 clusters Score -5835924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5805588.500000 Penalty: 5311.033203
	Iteration 0F: 3 clusters Score -5805588 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5817197.500000 Penalty: 5311.033203
	Iteration 1F: 3 clusters Score -5817198 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5817848.500000 Penalty: 5311.033203
	Iteration 2Q: 3 clusters Score -5817848 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5818694.500000 Penalty: 5311.033203
	Iteration 3Q: 3 clusters Score -5818694 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5820034.500000 Penalty: 5311.033203
	Iteration 4F: 3 clusters Score -5820034 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5822072.500000 Penalty: 5311.033203
	Iteration 5F: 3 clusters Score -5822072 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -5824989.500000 Penalty: 5311.033203
	Iteration 6F: 3 clusters Score -5824990 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5828259.500000 Penalty: 5311.033203
	Iteration 7F: 3 clusters Score -5828260 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5830930.500000 Penalty: 5311.033203
	Iteration 8F: 3 clusters Score -5830930 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5832482.500000 Penalty: 5311.033203
	Iteration 9Q: 3 clusters Score -5832482 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5833197.000000 Penalty: 5311.033203
	Iteration 10Q: 3 clusters Score -5833197 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5833453.500000 Penalty: 5311.033203
	Iteration 11Q: 3 clusters Score -5833454 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5833621.500000 Penalty: 5311.033203
	Iteration 12Q: 3 clusters Score -5833622 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5833723.500000 Penalty: 5311.033203
	Iteration 13Q: 3 clusters Score -5833724 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5833818.500000 Penalty: 5311.033203
	Iteration 14Q: 3 clusters Score -5833818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5833855.000000 Penalty: 5311.033203
	Iteration 15Q: 3 clusters Score -5833855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5833903.000000 Penalty: 5311.033203
	Iteration 16Q: 3 clusters Score -5833903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5833947.000000 Penalty: 5311.033203
	Iteration 17Q: 3 clusters Score -5833947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5833978.500000 Penalty: 5311.033203
	Iteration 18Q: 3 clusters Score -5833978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5834000.000000 Penalty: 5311.033203
	Iteration 19Q: 3 clusters Score -5834000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5834030.000000 Penalty: 5311.033203
	Iteration 20F: 3 clusters Score -5834030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5834035.000000 Penalty: 5311.033203
	Iteration 21Q: 3 clusters Score -5834035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5834029.000000 Penalty: 5311.033203
	Iteration 22Q: 3 clusters Score -5834029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5834042.500000 Penalty: 5311.033203
	Iteration 23Q: 3 clusters Score -5834042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5834053.500000 Penalty: 5311.033203
	Iteration 24Q: 3 clusters Score -5834054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5834055.500000 Penalty: 5311.033203
	Iteration 25Q: 3 clusters Score -5834056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5834063.500000 Penalty: 5311.033203
	Iteration 26Q: 3 clusters Score -5834064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5834074.000000 Penalty: 5311.033203
	Iteration 27Q: 3 clusters Score -5834074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5834082.500000 Penalty: 5311.033203
	Iteration 28Q: 3 clusters Score -5834082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5834087.500000 Penalty: 5311.033203
	Iteration 29Q: 3 clusters Score -5834088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5834090.000000 Penalty: 5311.033203
	Iteration 30Q: 3 clusters Score -5834090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5834091.500000 Penalty: 5311.033203
	Iteration 31Q: 3 clusters Score -5834092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5834086.500000 Penalty: 5311.033203
	Iteration 32Q: 3 clusters Score -5834086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5834086.500000 Penalty: 5311.033203
	Iteration 33Q: 3 clusters Score -5834086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5834086.000000 Penalty: 5311.033203
	Iteration 34Q: 3 clusters Score -5834086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5834086.500000 Penalty: 5311.033203
	Iteration 35Q: 3 clusters Score -5834086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5834088.000000 Penalty: 5311.033203
	Iteration 36Q: 3 clusters Score -5834088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5834089.500000 Penalty: 5311.033203
	Iteration 37Q: 3 clusters Score -5834090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5834095.000000 Penalty: 5311.033203
	Iteration 38Q: 3 clusters Score -5834095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5834096.000000 Penalty: 5311.033203
	Iteration 39Q: 3 clusters Score -5834096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5834098.500000 Penalty: 5311.033203
	Iteration 40F: 3 clusters Score -5834098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5834096.000000 Penalty: 5311.033203
	Iteration 41Q: 3 clusters Score -5834096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5834103.500000 Penalty: 5311.033203
	Iteration 42Q: 3 clusters Score -5834104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5834095.500000 Penalty: 5311.033203
	Iteration 43Q: 3 clusters Score -5834096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5834102.000000 Penalty: 5311.033203
	Iteration 44Q: 3 clusters Score -5834102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5834100.000000 Penalty: 5311.033203
	Iteration 45Q: 3 clusters Score -5834100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5834098.000000 Penalty: 5311.033203
	Iteration 46Q: 3 clusters Score -5834098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5834098.000000 Penalty: 5311.033203
	Iteration 47F: 3 clusters Score -5834098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1258557.375000 Penalty: 2288.564209
	Iteration 0F: 2 clusters Score -1258557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1250768.000000 Penalty: 4577.128418
	Iteration 0F: 3 clusters Score -1250768 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1253071.000000 Penalty: 4577.128418
	Iteration 1F: 3 clusters Score -1253071 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1253394.500000 Penalty: 4577.128418
	Iteration 2F: 3 clusters Score -1253394 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1253656.750000 Penalty: 4577.128418
	Iteration 3F: 3 clusters Score -1253657 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1253865.875000 Penalty: 4577.128418
	Iteration 4Q: 3 clusters Score -1253866 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1254048.750000 Penalty: 4577.128418
	Iteration 5Q: 3 clusters Score -1254049 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1254235.625000 Penalty: 4577.128418
	Iteration 6Q: 3 clusters Score -1254236 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1254452.875000 Penalty: 4577.128418
	Iteration 7Q: 3 clusters Score -1254453 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1254730.375000 Penalty: 4577.128418
	Iteration 8Q: 3 clusters Score -1254730 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1255070.250000 Penalty: 4577.128418
	Iteration 9Q: 3 clusters Score -1255070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1255403.625000 Penalty: 4577.128418
	Iteration 10Q: 3 clusters Score -1255404 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1255748.000000 Penalty: 4577.128418
	Iteration 11Q: 3 clusters Score -1255748 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1256102.250000 Penalty: 4577.128418
	Iteration 12Q: 3 clusters Score -1256102 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1256376.625000 Penalty: 4577.128418
	Iteration 13Q: 3 clusters Score -1256377 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1256584.500000 Penalty: 4577.128418
	Iteration 14Q: 3 clusters Score -1256584 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1256732.375000 Penalty: 4577.128418
	Iteration 15Q: 3 clusters Score -1256732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1256814.500000 Penalty: 4577.128418
	Iteration 16Q: 3 clusters Score -1256814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1256889.125000 Penalty: 4577.128418
	Iteration 17Q: 3 clusters Score -1256889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1256938.125000 Penalty: 4577.128418
	Iteration 18Q: 3 clusters Score -1256938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1256984.750000 Penalty: 4577.128418
	Iteration 19Q: 3 clusters Score -1256985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1257034.750000 Penalty: 4577.128418
	Iteration 20F: 3 clusters Score -1257035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1257084.125000 Penalty: 4577.128418
	Iteration 21Q: 3 clusters Score -1257084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1257137.125000 Penalty: 4577.128418
	Iteration 22Q: 3 clusters Score -1257137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1257173.125000 Penalty: 4577.128418
	Iteration 23Q: 3 clusters Score -1257173 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1257223.750000 Penalty: 4577.128418
	Iteration 24Q: 3 clusters Score -1257224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1257264.625000 Penalty: 4577.128418
	Iteration 25Q: 3 clusters Score -1257265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1257295.875000 Penalty: 4577.128418
	Iteration 26Q: 3 clusters Score -1257296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1257323.750000 Penalty: 4577.128418
	Iteration 27Q: 3 clusters Score -1257324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1257350.375000 Penalty: 4577.128418
	Iteration 28Q: 3 clusters Score -1257350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1257371.250000 Penalty: 4577.128418
	Iteration 29Q: 3 clusters Score -1257371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1257400.750000 Penalty: 4577.128418
	Iteration 30Q: 3 clusters Score -1257401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1257426.375000 Penalty: 4577.128418
	Iteration 31Q: 3 clusters Score -1257426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1257462.500000 Penalty: 4577.128418
	Iteration 32Q: 3 clusters Score -1257462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1257489.125000 Penalty: 4577.128418
	Iteration 33Q: 3 clusters Score -1257489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1257523.750000 Penalty: 4577.128418
	Iteration 34Q: 3 clusters Score -1257524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1257553.500000 Penalty: 4577.128418
	Iteration 35Q: 3 clusters Score -1257554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1257569.875000 Penalty: 4577.128418
	Iteration 36Q: 3 clusters Score -1257570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1257585.625000 Penalty: 4577.128418
	Iteration 37Q: 3 clusters Score -1257586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1257590.500000 Penalty: 4577.128418
	Iteration 38Q: 3 clusters Score -1257590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1257599.750000 Penalty: 4577.128418
	Iteration 39Q: 3 clusters Score -1257600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1257606.000000 Penalty: 4577.128418
	Iteration 40F: 3 clusters Score -1257606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1257609.000000 Penalty: 4577.128418
	Iteration 41Q: 3 clusters Score -1257609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1257611.250000 Penalty: 4577.128418
	Iteration 42Q: 3 clusters Score -1257611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1257612.875000 Penalty: 4577.128418
	Iteration 43Q: 3 clusters Score -1257613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1257616.500000 Penalty: 4577.128418
	Iteration 44Q: 3 clusters Score -1257616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1257618.750000 Penalty: 4577.128418
	Iteration 45Q: 3 clusters Score -1257619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1257620.125000 Penalty: 4577.128418
	Iteration 46Q: 3 clusters Score -1257620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1257619.875000 Penalty: 4577.128418
	Iteration 47Q: 3 clusters Score -1257620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1257620.125000 Penalty: 4577.128418
	Iteration 48Q: 3 clusters Score -1257620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1257622.250000 Penalty: 4577.128418
	Iteration 49Q: 3 clusters Score -1257622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1257621.750000 Penalty: 4577.128418
	Iteration 50Q: 3 clusters Score -1257622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1257621.500000 Penalty: 4577.128418
	Iteration 51Q: 3 clusters Score -1257622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1257621.500000 Penalty: 4577.128418
	Iteration 52F: 3 clusters Score -1257622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Entering Unmasked Estep 
Score: -20643698.000000 Penalty: 2972.110352
	Iteration 0F: 2 clusters Score -2.06437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -20536704.000000 Penalty: 5944.220703
	Iteration 0F: 3 clusters Score -2.05367e+07 nChanged 76844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -20581734.000000 Penalty: 5944.220703
	Iteration 1F: 3 clusters Score -2.058173e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -20582998.000000 Penalty: 5944.220703
	Iteration 2Q: 3 clusters Score -2.0583e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -20584222.000000 Penalty: 5944.220703
	Iteration 3Q: 3 clusters Score -2.058422e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -20586396.000000 Penalty: 5944.220703
	Iteration 4Q: 3 clusters Score -2.05864e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -20589854.000000 Penalty: 5944.220703
	Iteration 5Q: 3 clusters Score -2.058985e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -20595890.000000 Penalty: 5944.220703
	Iteration 6F: 3 clusters Score -2.059589e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -20604690.000000 Penalty: 5944.220703
	Iteration 7F: 3 clusters Score -2.060469e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -20614706.000000 Penalty: 5944.220703
	Iteration 8F: 3 clusters Score -2.061471e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134091 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -20623074.000000 Penalty: 5944.220703
	Iteration 9F: 3 clusters Score -2.062307e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -20628948.000000 Penalty: 5944.220703
	Iteration 10Q: 3 clusters Score -2.062895e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -20632902.000000 Penalty: 5944.220703
	Iteration 11Q: 3 clusters Score -2.06329e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -20635566.000000 Penalty: 5944.220703
	Iteration 12Q: 3 clusters Score -2.063557e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -20637114.000000 Penalty: 5944.220703
	Iteration 13Q: 3 clusters Score -2.063711e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -20638302.000000 Penalty: 5944.220703
	Iteration 14Q: 3 clusters Score -2.06383e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20639118.000000 Penalty: 5944.220703
	Iteration 15Q: 3 clusters Score -2.063912e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20639792.000000 Penalty: 5944.220703
	Iteration 16Q: 3 clusters Score -2.063979e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -20640166.000000 Penalty: 5944.220703
	Iteration 17Q: 3 clusters Score -2.064017e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157838 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20640426.000000 Penalty: 5944.220703
	Iteration 18Q: 3 clusters Score -2.064043e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -20640608.000000 Penalty: 5944.220703
	Iteration 19Q: 3 clusters Score -2.064061e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -20640778.000000 Penalty: 5944.220703
	Iteration 20F: 3 clusters Score -2.064078e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20640894.000000 Penalty: 5944.220703
	Iteration 21Q: 3 clusters Score -2.064089e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20640984.000000 Penalty: 5944.220703
	Iteration 22Q: 3 clusters Score -2.064098e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159023 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20641038.000000 Penalty: 5944.220703
	Iteration 23Q: 3 clusters Score -2.064104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159094 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20641080.000000 Penalty: 5944.220703
	Iteration 24Q: 3 clusters Score -2.064108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20641100.000000 Penalty: 5944.220703
	Iteration 25Q: 3 clusters Score -2.06411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20641136.000000 Penalty: 5944.220703
	Iteration 26Q: 3 clusters Score -2.064114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20641172.000000 Penalty: 5944.220703
	Iteration 27Q: 3 clusters Score -2.064117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20641166.000000 Penalty: 5944.220703
	Iteration 28Q: 3 clusters Score -2.064117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20641170.000000 Penalty: 5944.220703
	Iteration 29Q: 3 clusters Score -2.064117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20641190.000000 Penalty: 5944.220703
	Iteration 30Q: 3 clusters Score -2.064119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20641198.000000 Penalty: 5944.220703
	Iteration 31Q: 3 clusters Score -2.06412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20641190.000000 Penalty: 5944.220703
	Iteration 32Q: 3 clusters Score -2.064119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20641204.000000 Penalty: 5944.220703
	Iteration 33Q: 3 clusters Score -2.06412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159309 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20641196.000000 Penalty: 5944.220703
	Iteration 34Q: 3 clusters Score -2.06412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20641220.000000 Penalty: 5944.220703
	Iteration 35Q: 3 clusters Score -2.064122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20641226.000000 Penalty: 5944.220703
	Iteration 36Q: 3 clusters Score -2.064123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20641230.000000 Penalty: 5944.220703
	Iteration 37Q: 3 clusters Score -2.064123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20641238.000000 Penalty: 5944.220703
	Iteration 38Q: 3 clusters Score -2.064124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159334 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20641236.000000 Penalty: 5944.220703
	Iteration 39Q: 3 clusters Score -2.064124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20641242.000000 Penalty: 5944.220703
	Iteration 40F: 3 clusters Score -2.064124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20641240.000000 Penalty: 5944.220703
	Iteration 41Q: 3 clusters Score -2.064124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20641248.000000 Penalty: 5944.220703
	Iteration 42Q: 3 clusters Score -2.064125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20641244.000000 Penalty: 5944.220703
	Iteration 43Q: 3 clusters Score -2.064124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20641260.000000 Penalty: 5944.220703
	Iteration 44Q: 3 clusters Score -2.064126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20641248.000000 Penalty: 5944.220703
	Iteration 45Q: 3 clusters Score -2.064125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20641254.000000 Penalty: 5944.220703
	Iteration 46Q: 3 clusters Score -2.064125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20641262.000000 Penalty: 5944.220703
	Iteration 47Q: 3 clusters Score -2.064126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159386 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20641262.000000 Penalty: 5944.220703
	Iteration 48Q: 3 clusters Score -2.064126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -20641274.000000 Penalty: 5944.220703
	Iteration 49Q: 3 clusters Score -2.064127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20641272.000000 Penalty: 5944.220703
	Iteration 50Q: 3 clusters Score -2.064127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20641268.000000 Penalty: 5944.220703
	Iteration 51Q: 3 clusters Score -2.064127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20641266.000000 Penalty: 5944.220703
	Iteration 52Q: 3 clusters Score -2.064127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20641266.000000 Penalty: 5944.220703
	Iteration 53Q: 3 clusters Score -2.064127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20641266.000000 Penalty: 5944.220703
	Iteration 54F: 3 clusters Score -2.064127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Entering Unmasked Estep 
Score: -4452244.500000 Penalty: 2589.796143
	Iteration 0F: 2 clusters Score -4452244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4428953.500000 Penalty: 5179.592285
	Iteration 0F: 3 clusters Score -4428954 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4437252.000000 Penalty: 5179.592285
	Iteration 1F: 3 clusters Score -4437252 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4437766.000000 Penalty: 5179.592285
	Iteration 2Q: 3 clusters Score -4437766 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4438303.500000 Penalty: 5179.592285
	Iteration 3Q: 3 clusters Score -4438304 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4438822.000000 Penalty: 5179.592285
	Iteration 4Q: 3 clusters Score -4438822 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4439500.500000 Penalty: 5179.592285
	Iteration 5Q: 3 clusters Score -4439500 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4440518.500000 Penalty: 5179.592285
	Iteration 6F: 3 clusters Score -4440518 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4441867.000000 Penalty: 5179.592285
	Iteration 7F: 3 clusters Score -4441867 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -4443573.500000 Penalty: 5179.592285
	Iteration 8F: 3 clusters Score -4443574 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4445436.000000 Penalty: 5179.592285
	Iteration 9F: 3 clusters Score -4445436 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4447229.500000 Penalty: 5179.592285
	Iteration 10F: 3 clusters Score -4447230 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4448495.000000 Penalty: 5179.592285
	Iteration 11Q: 3 clusters Score -4448495 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4449147.000000 Penalty: 5179.592285
	Iteration 12Q: 3 clusters Score -4449147 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4449499.000000 Penalty: 5179.592285
	Iteration 13Q: 3 clusters Score -4449499 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4449678.000000 Penalty: 5179.592285
	Iteration 14Q: 3 clusters Score -4449678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4449768.000000 Penalty: 5179.592285
	Iteration 15Q: 3 clusters Score -4449768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4449847.000000 Penalty: 5179.592285
	Iteration 16Q: 3 clusters Score -4449847 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4449886.000000 Penalty: 5179.592285
	Iteration 17Q: 3 clusters Score -4449886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4449911.500000 Penalty: 5179.592285
	Iteration 18Q: 3 clusters Score -4449912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4449932.500000 Penalty: 5179.592285
	Iteration 19Q: 3 clusters Score -4449932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4449946.500000 Penalty: 5179.592285
	Iteration 20F: 3 clusters Score -4449946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4449978.000000 Penalty: 5179.592285
	Iteration 21Q: 3 clusters Score -4449978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4449981.000000 Penalty: 5179.592285
	Iteration 22Q: 3 clusters Score -4449981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4450003.000000 Penalty: 5179.592285
	Iteration 23Q: 3 clusters Score -4450003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4450011.000000 Penalty: 5179.592285
	Iteration 24Q: 3 clusters Score -4450011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4450017.500000 Penalty: 5179.592285
	Iteration 25Q: 3 clusters Score -4450018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4450017.000000 Penalty: 5179.592285
	Iteration 26Q: 3 clusters Score -4450017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4450020.500000 Penalty: 5179.592285
	Iteration 27Q: 3 clusters Score -4450020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4450047.500000 Penalty: 5179.592285
	Iteration 28Q: 3 clusters Score -4450048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4450071.000000 Penalty: 5179.592285
	Iteration 29Q: 3 clusters Score -4450071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4450083.000000 Penalty: 5179.592285
	Iteration 30Q: 3 clusters Score -4450083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4450093.500000 Penalty: 5179.592285
	Iteration 31Q: 3 clusters Score -4450094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4450087.500000 Penalty: 5179.592285
	Iteration 32Q: 3 clusters Score -4450088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4450086.000000 Penalty: 5179.592285
	Iteration 33Q: 3 clusters Score -4450086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4450090.000000 Penalty: 5179.592285
	Iteration 34Q: 3 clusters Score -4450090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4450101.000000 Penalty: 5179.592285
	Iteration 35Q: 3 clusters Score -4450101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4450100.000000 Penalty: 5179.592285
	Iteration 36Q: 3 clusters Score -4450100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4450108.500000 Penalty: 5179.592285
	Iteration 37Q: 3 clusters Score -4450108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4450112.500000 Penalty: 5179.592285
	Iteration 38Q: 3 clusters Score -4450112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4450112.000000 Penalty: 5179.592285
	Iteration 39Q: 3 clusters Score -4450112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4450116.000000 Penalty: 5179.592285
	Iteration 40F: 3 clusters Score -4450116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4450111.500000 Penalty: 5179.592285
	Iteration 41Q: 3 clusters Score -4450112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4450111.500000 Penalty: 5179.592285
	Iteration 42Q: 3 clusters Score -4450112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4450123.000000 Penalty: 5179.592285
	Iteration 43Q: 3 clusters Score -4450123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4450122.000000 Penalty: 5179.592285
	Iteration 44Q: 3 clusters Score -4450122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4450123.000000 Penalty: 5179.592285
	Iteration 45Q: 3 clusters Score -4450123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4450117.500000 Penalty: 5179.592285
	Iteration 46Q: 3 clusters Score -4450118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4450120.500000 Penalty: 5179.592285
	Iteration 47Q: 3 clusters Score -4450120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4450128.500000 Penalty: 5179.592285
	Iteration 48Q: 3 clusters Score -4450128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4450129.500000 Penalty: 5179.592285
	Iteration 49Q: 3 clusters Score -4450130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4450130.000000 Penalty: 5179.592285
	Iteration 50Q: 3 clusters Score -4450130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4450130.000000 Penalty: 5179.592285
	Iteration 51F: 3 clusters Score -4450130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85597.171875 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -85597.17 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 384 members 
Entering Unmasked Estep 
Score: -83840.015625 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -83840.02 nChanged 206
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: -84225.976562 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -84225.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84353.031250 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -84353.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84480.156250 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -84480.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84644.109375 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -84644.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -84792.820312 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -84792.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84882.937500 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -84882.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84975.375000 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -84975.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85114.789062 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -85114.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85274.906250 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -85274.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85473.929688 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -85473.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85752.320312 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -85752.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86005.648438 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -86005.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86091.851562 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -86091.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86091.851562 Penalty: 3302.373535
	Iteration 14F: 3 clusters Score -86091.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21604 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169630 members 
Mstep: Class 8 contains 207414 members 
Mstep: Class 9 contains 166957 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187825 members 
Mstep: Class 12 contains 73670 members 
Mstep: Class 13 contains 44700 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160222 members 
Mstep: Class 16 contains 34294 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 189171 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166417168.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166418832.000000 to -166417168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (189171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189171 members 
Entering Unmasked Estep 
Score: -24533582.000000 Penalty: 3013.300781
	Iteration 0F: 2 clusters Score -2.453358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -24412452.000000 Penalty: 6026.601562
	Iteration 0F: 3 clusters Score -2.441245e+07 nChanged 90830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -24465248.000000 Penalty: 6026.601562
	Iteration 1F: 3 clusters Score -2.446525e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -24466250.000000 Penalty: 6026.601562
	Iteration 2Q: 3 clusters Score -2.446625e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103067 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -24467602.000000 Penalty: 6026.601562
	Iteration 3Q: 3 clusters Score -2.44676e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -24469418.000000 Penalty: 6026.601562
	Iteration 4Q: 3 clusters Score -2.446942e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -24472862.000000 Penalty: 6026.601562
	Iteration 5Q: 3 clusters Score -2.447286e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -24479174.000000 Penalty: 6026.601562
	Iteration 6F: 3 clusters Score -2.447917e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139140 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -24489238.000000 Penalty: 6026.601562
	Iteration 7F: 3 clusters Score -2.448924e+07 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -24503494.000000 Penalty: 6026.601562
	Iteration 8F: 3 clusters Score -2.450349e+07 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171526 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -24518192.000000 Penalty: 6026.601562
	Iteration 9F: 3 clusters Score -2.451819e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182244 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -24526130.000000 Penalty: 6026.601562
	Iteration 10F: 3 clusters Score -2.452613e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186995 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -24529338.000000 Penalty: 6026.601562
	Iteration 11Q: 3 clusters Score -2.452934e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188417 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -24530346.000000 Penalty: 6026.601562
	Iteration 12Q: 3 clusters Score -2.453035e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -24530688.000000 Penalty: 6026.601562
	Iteration 13Q: 3 clusters Score -2.453069e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24530784.000000 Penalty: 6026.601562
	Iteration 14Q: 3 clusters Score -2.453078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24530862.000000 Penalty: 6026.601562
	Iteration 15Q: 3 clusters Score -2.453086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188918 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24530912.000000 Penalty: 6026.601562
	Iteration 16Q: 3 clusters Score -2.453091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188918 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24530944.000000 Penalty: 6026.601562
	Iteration 17Q: 3 clusters Score -2.453094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24530962.000000 Penalty: 6026.601562
	Iteration 18Q: 3 clusters Score -2.453096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188923 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24530968.000000 Penalty: 6026.601562
	Iteration 19Q: 3 clusters Score -2.453097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24530988.000000 Penalty: 6026.601562
	Iteration 20F: 3 clusters Score -2.453099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24530994.000000 Penalty: 6026.601562
	Iteration 21Q: 3 clusters Score -2.453099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24530990.000000 Penalty: 6026.601562
	Iteration 22Q: 3 clusters Score -2.453099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188929 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24530986.000000 Penalty: 6026.601562
	Iteration 23Q: 3 clusters Score -2.453099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188930 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24530994.000000 Penalty: 6026.601562
	Iteration 24Q: 3 clusters Score -2.453099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188930 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24530994.000000 Penalty: 6026.601562
	Iteration 25F: 3 clusters Score -2.453099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -939150.062500 Penalty: 2219.539062
	Iteration 0F: 2 clusters Score -939150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -933024.125000 Penalty: 4439.078125
	Iteration 0F: 3 clusters Score -933024.1 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -934788.625000 Penalty: 4439.078125
	Iteration 1F: 3 clusters Score -934788.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -935273.250000 Penalty: 4439.078125
	Iteration 2F: 3 clusters Score -935273.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -935704.687500 Penalty: 4439.078125
	Iteration 3F: 3 clusters Score -935704.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -936077.125000 Penalty: 4439.078125
	Iteration 4F: 3 clusters Score -936077.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -936422.812500 Penalty: 4439.078125
	Iteration 5F: 3 clusters Score -936422.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -936718.687500 Penalty: 4439.078125
	Iteration 6F: 3 clusters Score -936718.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -936957.562500 Penalty: 4439.078125
	Iteration 7Q: 3 clusters Score -936957.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -937119.687500 Penalty: 4439.078125
	Iteration 8Q: 3 clusters Score -937119.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -937251.437500 Penalty: 4439.078125
	Iteration 9Q: 3 clusters Score -937251.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -937357.750000 Penalty: 4439.078125
	Iteration 10Q: 3 clusters Score -937357.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -937437.312500 Penalty: 4439.078125
	Iteration 11Q: 3 clusters Score -937437.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -937514.937500 Penalty: 4439.078125
	Iteration 12Q: 3 clusters Score -937514.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -937590.812500 Penalty: 4439.078125
	Iteration 13Q: 3 clusters Score -937590.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -937641.375000 Penalty: 4439.078125
	Iteration 14Q: 3 clusters Score -937641.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -937676.562500 Penalty: 4439.078125
	Iteration 15Q: 3 clusters Score -937676.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -937705.000000 Penalty: 4439.078125
	Iteration 16Q: 3 clusters Score -937705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -937729.812500 Penalty: 4439.078125
	Iteration 17Q: 3 clusters Score -937729.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -937755.562500 Penalty: 4439.078125
	Iteration 18Q: 3 clusters Score -937755.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -937778.625000 Penalty: 4439.078125
	Iteration 19Q: 3 clusters Score -937778.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -937794.500000 Penalty: 4439.078125
	Iteration 20F: 3 clusters Score -937794.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -937812.937500 Penalty: 4439.078125
	Iteration 21Q: 3 clusters Score -937812.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -937830.937500 Penalty: 4439.078125
	Iteration 22Q: 3 clusters Score -937830.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -937847.062500 Penalty: 4439.078125
	Iteration 23Q: 3 clusters Score -937847.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -937856.187500 Penalty: 4439.078125
	Iteration 24Q: 3 clusters Score -937856.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -937858.187500 Penalty: 4439.078125
	Iteration 25Q: 3 clusters Score -937858.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -937865.125000 Penalty: 4439.078125
	Iteration 26Q: 3 clusters Score -937865.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -937870.875000 Penalty: 4439.078125
	Iteration 27Q: 3 clusters Score -937870.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -937875.562500 Penalty: 4439.078125
	Iteration 28Q: 3 clusters Score -937875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -937878.562500 Penalty: 4439.078125
	Iteration 29Q: 3 clusters Score -937878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -937882.625000 Penalty: 4439.078125
	Iteration 30Q: 3 clusters Score -937882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -937886.312500 Penalty: 4439.078125
	Iteration 31Q: 3 clusters Score -937886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -937890.312500 Penalty: 4439.078125
	Iteration 32Q: 3 clusters Score -937890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -937894.687500 Penalty: 4439.078125
	Iteration 33Q: 3 clusters Score -937894.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -937903.437500 Penalty: 4439.078125
	Iteration 34Q: 3 clusters Score -937903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -937907.375000 Penalty: 4439.078125
	Iteration 35Q: 3 clusters Score -937907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -937912.375000 Penalty: 4439.078125
	Iteration 36Q: 3 clusters Score -937912.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -937920.937500 Penalty: 4439.078125
	Iteration 37Q: 3 clusters Score -937920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -937930.750000 Penalty: 4439.078125
	Iteration 38Q: 3 clusters Score -937930.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -937940.500000 Penalty: 4439.078125
	Iteration 39Q: 3 clusters Score -937940.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -937946.000000 Penalty: 4439.078125
	Iteration 40F: 3 clusters Score -937946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -937952.375000 Penalty: 4439.078125
	Iteration 41Q: 3 clusters Score -937952.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -937957.937500 Penalty: 4439.078125
	Iteration 42Q: 3 clusters Score -937957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -937962.812500 Penalty: 4439.078125
	Iteration 43Q: 3 clusters Score -937962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -937966.187500 Penalty: 4439.078125
	Iteration 44Q: 3 clusters Score -937966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -937970.937500 Penalty: 4439.078125
	Iteration 45Q: 3 clusters Score -937970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -937972.875000 Penalty: 4439.078125
	Iteration 46Q: 3 clusters Score -937972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -937972.000000 Penalty: 4439.078125
	Iteration 47Q: 3 clusters Score -937972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -937974.500000 Penalty: 4439.078125
	Iteration 48Q: 3 clusters Score -937974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -937976.812500 Penalty: 4439.078125
	Iteration 49Q: 3 clusters Score -937976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -937976.750000 Penalty: 4439.078125
	Iteration 50Q: 3 clusters Score -937976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -937976.687500 Penalty: 4439.078125
	Iteration 51Q: 3 clusters Score -937976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -937976.625000 Penalty: 4439.078125
	Iteration 52Q: 3 clusters Score -937976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -937976.750000 Penalty: 4439.078125
	Iteration 53Q: 3 clusters Score -937976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -937978.562500 Penalty: 4439.078125
	Iteration 54Q: 3 clusters Score -937978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -937978.562500 Penalty: 4439.078125
	Iteration 55F: 3 clusters Score -937978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -933067.062500 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -933067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -927089.500000 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -927089.5 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -928748.000000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -928748 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -929074.187500 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -929074.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -929314.125000 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -929314.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -929552.937500 Penalty: 4408.207520
	Iteration 4Q: 3 clusters Score -929552.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -929738.625000 Penalty: 4408.207520
	Iteration 5Q: 3 clusters Score -929738.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -929895.562500 Penalty: 4408.207520
	Iteration 6Q: 3 clusters Score -929895.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -930039.062500 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -930039.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -930181.750000 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -930181.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -930295.687500 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -930295.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -930394.562500 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -930394.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -930491.375000 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -930491.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -930606.625000 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -930606.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -930707.375000 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -930707.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -930798.750000 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -930798.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -930888.562500 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -930888.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -930963.687500 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -930963.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -931032.125000 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -931032.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -931093.312500 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -931093.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -931144.250000 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -931144.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -931180.000000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -931180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -931213.625000 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -931213.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -931255.000000 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -931255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -931296.312500 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -931296.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -931345.562500 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -931345.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -931383.375000 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -931383.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -931414.375000 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -931414.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -931436.937500 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -931436.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -931456.250000 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -931456.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -931467.375000 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -931467.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -931481.250000 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -931481.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -931488.000000 Penalty: 4408.207520
	Iteration 31Q: 3 clusters Score -931488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -931493.500000 Penalty: 4408.207520
	Iteration 32Q: 3 clusters Score -931493.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -931496.812500 Penalty: 4408.207520
	Iteration 33Q: 3 clusters Score -931496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -931498.125000 Penalty: 4408.207520
	Iteration 34Q: 3 clusters Score -931498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -931499.875000 Penalty: 4408.207520
	Iteration 35Q: 3 clusters Score -931499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -931504.375000 Penalty: 4408.207520
	Iteration 36Q: 3 clusters Score -931504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -931506.500000 Penalty: 4408.207520
	Iteration 37Q: 3 clusters Score -931506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -931509.937500 Penalty: 4408.207520
	Iteration 38Q: 3 clusters Score -931509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -931511.000000 Penalty: 4408.207520
	Iteration 39Q: 3 clusters Score -931511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -931510.937500 Penalty: 4408.207520
	Iteration 40F: 3 clusters Score -931510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -931512.750000 Penalty: 4408.207520
	Iteration 41Q: 3 clusters Score -931512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -931515.687500 Penalty: 4408.207520
	Iteration 42Q: 3 clusters Score -931515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -931517.312500 Penalty: 4408.207520
	Iteration 43Q: 3 clusters Score -931517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -931520.187500 Penalty: 4408.207520
	Iteration 44Q: 3 clusters Score -931520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -931521.625000 Penalty: 4408.207520
	Iteration 45Q: 3 clusters Score -931521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -931523.312500 Penalty: 4408.207520
	Iteration 46Q: 3 clusters Score -931523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -931524.312500 Penalty: 4408.207520
	Iteration 47Q: 3 clusters Score -931524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -931525.375000 Penalty: 4408.207520
	Iteration 48Q: 3 clusters Score -931525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -931526.687500 Penalty: 4408.207520
	Iteration 49Q: 3 clusters Score -931526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -931525.750000 Penalty: 4408.207520
	Iteration 50Q: 3 clusters Score -931525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -931526.000000 Penalty: 4408.207520
	Iteration 51Q: 3 clusters Score -931526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -931525.062500 Penalty: 4408.207520
	Iteration 52Q: 3 clusters Score -931525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -931527.500000 Penalty: 4408.207520
	Iteration 53Q: 3 clusters Score -931527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -931528.312500 Penalty: 4408.207520
	Iteration 54Q: 3 clusters Score -931528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -931532.187500 Penalty: 4408.207520
	Iteration 55Q: 3 clusters Score -931532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -931535.812500 Penalty: 4408.207520
	Iteration 56Q: 3 clusters Score -931535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -931538.500000 Penalty: 4408.207520
	Iteration 57Q: 3 clusters Score -931538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -931539.500000 Penalty: 4408.207520
	Iteration 58Q: 3 clusters Score -931539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -931538.750000 Penalty: 4408.207520
	Iteration 59Q: 3 clusters Score -931538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -931541.375000 Penalty: 4408.207520
	Iteration 60F: 3 clusters Score -931541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -931541.750000 Penalty: 4408.207520
	Iteration 61Q: 3 clusters Score -931541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -931541.375000 Penalty: 4408.207520
	Iteration 62Q: 3 clusters Score -931541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -931541.625000 Penalty: 4408.207520
	Iteration 63Q: 3 clusters Score -931541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -931541.625000 Penalty: 4408.207520
	Iteration 64F: 3 clusters Score -931541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -768825.187500 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -768825.2 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 2965 members 
Entering Unmasked Estep 
Score: -763694.312500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -763694.3 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -764955.687500 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -764955.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -765140.187500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -765140.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -765258.250000 Penalty: 4310.725098
	Iteration 3Q: 3 clusters Score -765258.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -765351.875000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -765351.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -765421.312500 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -765421.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -765478.937500 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -765478.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -765522.187500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -765522.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -765567.125000 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -765567.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -765607.750000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -765607.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -765645.625000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -765645.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -765676.687500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -765676.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -765708.875000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -765708.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -765738.375000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -765738.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -765772.187500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -765772.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -765798.562500 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -765798.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -765824.625000 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -765824.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -765843.812500 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -765843.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -765859.750000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -765859.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -765875.062500 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -765875.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -765886.312500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -765886.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -765901.187500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -765901.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -765916.187500 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -765916.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -765930.937500 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -765930.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -765948.687500 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -765948.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -765966.375000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -765966.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -765994.875000 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -765994.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -766031.062500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -766031.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -766067.312500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -766067.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -766113.875000 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -766113.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -766183.000000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -766183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -766266.937500 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -766266.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -766368.312500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -766368.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -766465.375000 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -766465.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -766548.250000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -766548.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -766619.187500 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -766619.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -766681.062500 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -766681.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -766742.125000 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -766742.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -766788.625000 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -766788.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -766837.875000 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -766837.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -766875.125000 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -766875.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -766911.000000 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -766911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -766950.187500 Penalty: 4310.725098
	Iteration 42Q: 3 clusters Score -766950.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -766973.875000 Penalty: 4310.725098
	Iteration 43Q: 3 clusters Score -766973.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -766994.562500 Penalty: 4310.725098
	Iteration 44Q: 3 clusters Score -766994.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -767017.562500 Penalty: 4310.725098
	Iteration 45Q: 3 clusters Score -767017.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -767030.562500 Penalty: 4310.725098
	Iteration 46Q: 3 clusters Score -767030.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -767056.125000 Penalty: 4310.725098
	Iteration 47Q: 3 clusters Score -767056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -767070.500000 Penalty: 4310.725098
	Iteration 48Q: 3 clusters Score -767070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -767081.375000 Penalty: 4310.725098
	Iteration 49Q: 3 clusters Score -767081.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -767088.187500 Penalty: 4310.725098
	Iteration 50Q: 3 clusters Score -767088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -767093.750000 Penalty: 4310.725098
	Iteration 51Q: 3 clusters Score -767093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -767096.437500 Penalty: 4310.725098
	Iteration 52Q: 3 clusters Score -767096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -767098.250000 Penalty: 4310.725098
	Iteration 53Q: 3 clusters Score -767098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -767099.125000 Penalty: 4310.725098
	Iteration 54Q: 3 clusters Score -767099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -767099.500000 Penalty: 4310.725098
	Iteration 55Q: 3 clusters Score -767099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -767103.375000 Penalty: 4310.725098
	Iteration 56Q: 3 clusters Score -767103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -767105.062500 Penalty: 4310.725098
	Iteration 57Q: 3 clusters Score -767105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -767108.187500 Penalty: 4310.725098
	Iteration 58Q: 3 clusters Score -767108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -767109.875000 Penalty: 4310.725098
	Iteration 59Q: 3 clusters Score -767109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -767112.312500 Penalty: 4310.725098
	Iteration 60F: 3 clusters Score -767112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -767112.875000 Penalty: 4310.725098
	Iteration 61Q: 3 clusters Score -767112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -767113.750000 Penalty: 4310.725098
	Iteration 62Q: 3 clusters Score -767113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -767115.062500 Penalty: 4310.725098
	Iteration 63Q: 3 clusters Score -767115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -767117.312500 Penalty: 4310.725098
	Iteration 64Q: 3 clusters Score -767117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -767119.875000 Penalty: 4310.725098
	Iteration 65Q: 3 clusters Score -767119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -767119.875000 Penalty: 4310.725098
	Iteration 66F: 3 clusters Score -767119.9 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63678.343750 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63678.34 nChanged 157
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: -63989.046875 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -63989.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64085.000000 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64085 nChanged 33
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: -64172.507812 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64172.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64275.093750 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64275.09 nChanged 29
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: -64387.050781 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64387.05 nChanged 23
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: -64479.476562 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64479.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64673.906250 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64673.91 nChanged 22
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: -64811.757812 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64811.76 nChanged 15
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: -64887.734375 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64887.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65022.273438 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65022.27 nChanged 9
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: -65206.882812 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65206.88 nChanged 7
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: -65228.074219 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65228.07 nChanged 5
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: -65242.656250 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65242.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65250.480469 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65250.48 nChanged 3
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: -65261.347656 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65261.35 nChanged 0
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: -65261.347656 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -65261.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21604 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169630 members 
Mstep: Class 8 contains 207414 members 
Mstep: Class 9 contains 166957 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187825 members 
Mstep: Class 12 contains 73670 members 
Mstep: Class 13 contains 44700 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160222 members 
Mstep: Class 16 contains 34294 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189171 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418864.000000 Penalty: 76877.992188
Iteration 359Q: 23 clusters Score -1.664189e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21600 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 169634 members 
Mstep: Class 8 contains 207418 members 
Mstep: Class 9 contains 166976 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187780 members 
Mstep: Class 12 contains 73676 members 
Mstep: Class 13 contains 44692 members 
Mstep: Class 14 contains 10185 members 
Mstep: Class 15 contains 160189 members 
Mstep: Class 16 contains 34291 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189232 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418912.000000 Penalty: 76877.992188
Iteration 360F: 23 clusters Score -1.664189e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21598 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 169637 members 
Mstep: Class 8 contains 207417 members 
Mstep: Class 9 contains 166990 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187764 members 
Mstep: Class 12 contains 73677 members 
Mstep: Class 13 contains 44695 members 
Mstep: Class 14 contains 10185 members 
Mstep: Class 15 contains 160146 members 
Mstep: Class 16 contains 34298 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189273 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419248.000000 Penalty: 76877.992188
Iteration 361Q: 23 clusters Score -1.664192e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 169641 members 
Mstep: Class 8 contains 207421 members 
Mstep: Class 9 contains 166987 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187748 members 
Mstep: Class 12 contains 73681 members 
Mstep: Class 13 contains 44691 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160090 members 
Mstep: Class 16 contains 34305 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189332 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418960.000000 Penalty: 76877.992188
Iteration 362Q: 23 clusters Score -1.66419e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 20064 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 169640 members 
Mstep: Class 8 contains 207421 members 
Mstep: Class 9 contains 166992 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187722 members 
Mstep: Class 12 contains 73693 members 
Mstep: Class 13 contains 44679 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 160039 members 
Mstep: Class 16 contains 34303 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189399 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 5950 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418896.000000 Penalty: 76877.992188
Iteration 363Q: 23 clusters Score -1.664189e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 20066 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 169678 members 
Mstep: Class 8 contains 207412 members 
Mstep: Class 9 contains 166999 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187676 members 
Mstep: Class 12 contains 73701 members 
Mstep: Class 13 contains 44676 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 159996 members 
Mstep: Class 16 contains 34302 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189440 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418912.000000 Penalty: 76877.992188
Iteration 364Q: 23 clusters Score -1.664189e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21588 members 
Mstep: Class 3 contains 20068 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169666 members 
Mstep: Class 8 contains 207409 members 
Mstep: Class 9 contains 167012 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187654 members 
Mstep: Class 12 contains 73705 members 
Mstep: Class 13 contains 44681 members 
Mstep: Class 14 contains 10176 members 
Mstep: Class 15 contains 159956 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189503 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418896.000000 Penalty: 76877.992188
Iteration 365Q: 23 clusters Score -1.664189e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21586 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169686 members 
Mstep: Class 8 contains 207405 members 
Mstep: Class 9 contains 167019 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187634 members 
Mstep: Class 12 contains 73713 members 
Mstep: Class 13 contains 44681 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 159941 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189503 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5958 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419168.000000 Penalty: 76877.992188
Iteration 366Q: 23 clusters Score -1.664192e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 20075 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 169706 members 
Mstep: Class 8 contains 207408 members 
Mstep: Class 9 contains 167031 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187632 members 
Mstep: Class 12 contains 73719 members 
Mstep: Class 13 contains 44679 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 159938 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189469 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419200.000000 Penalty: 76877.992188
Iteration 367Q: 23 clusters Score -1.664192e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21586 members 
Mstep: Class 3 contains 20081 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 169735 members 
Mstep: Class 8 contains 207395 members 
Mstep: Class 9 contains 167054 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187618 members 
Mstep: Class 12 contains 73734 members 
Mstep: Class 13 contains 44675 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 159949 members 
Mstep: Class 16 contains 34282 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189420 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419072.000000 Penalty: 76877.992188
Iteration 368Q: 23 clusters Score -1.664191e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169753 members 
Mstep: Class 8 contains 207389 members 
Mstep: Class 9 contains 167080 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187580 members 
Mstep: Class 12 contains 73751 members 
Mstep: Class 13 contains 44671 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 159945 members 
Mstep: Class 16 contains 34279 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189394 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419072.000000 Penalty: 76877.992188
Iteration 369Q: 23 clusters Score -1.664191e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169761 members 
Mstep: Class 8 contains 207396 members 
Mstep: Class 9 contains 167098 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187562 members 
Mstep: Class 12 contains 73757 members 
Mstep: Class 13 contains 44670 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 159928 members 
Mstep: Class 16 contains 34274 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189383 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419120.000000 Penalty: 76877.992188
Iteration 370Q: 23 clusters Score -1.664191e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169755 members 
Mstep: Class 8 contains 207391 members 
Mstep: Class 9 contains 167100 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187542 members 
Mstep: Class 12 contains 73766 members 
Mstep: Class 13 contains 44664 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 159932 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189398 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419040.000000 Penalty: 76877.992188
Iteration 371Q: 23 clusters Score -1.66419e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21584 members 
Mstep: Class 3 contains 20083 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169761 members 
Mstep: Class 8 contains 207389 members 
Mstep: Class 9 contains 167096 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187514 members 
Mstep: Class 12 contains 73771 members 
Mstep: Class 13 contains 44658 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 159953 members 
Mstep: Class 16 contains 34275 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189404 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418960.000000 Penalty: 76877.992188
Iteration 372Q: 23 clusters Score -1.66419e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21584 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169773 members 
Mstep: Class 8 contains 207374 members 
Mstep: Class 9 contains 167067 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187489 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44649 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 159966 members 
Mstep: Class 16 contains 34280 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189448 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418832.000000 Penalty: 76877.992188
Iteration 373Q: 23 clusters Score -1.664188e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20078 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169816 members 
Mstep: Class 8 contains 207372 members 
Mstep: Class 9 contains 167038 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187458 members 
Mstep: Class 12 contains 73773 members 
Mstep: Class 13 contains 44638 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 159983 members 
Mstep: Class 16 contains 34281 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189465 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418768.000000 Penalty: 76877.992188
Iteration 374Q: 23 clusters Score -1.664188e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21581 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169833 members 
Mstep: Class 8 contains 207373 members 
Mstep: Class 9 contains 167001 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187429 members 
Mstep: Class 12 contains 73777 members 
Mstep: Class 13 contains 44628 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 159988 members 
Mstep: Class 16 contains 34282 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189509 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418800.000000 Penalty: 76877.992188
Iteration 375Q: 23 clusters Score -1.664188e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20081 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169850 members 
Mstep: Class 8 contains 207371 members 
Mstep: Class 9 contains 166958 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187402 members 
Mstep: Class 12 contains 73784 members 
Mstep: Class 13 contains 44630 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160007 members 
Mstep: Class 16 contains 34279 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189534 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418880.000000 Penalty: 76877.992188
Iteration 376Q: 23 clusters Score -1.664189e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 207357 members 
Mstep: Class 9 contains 166922 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187378 members 
Mstep: Class 12 contains 73787 members 
Mstep: Class 13 contains 44628 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 160001 members 
Mstep: Class 16 contains 34280 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189590 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418720.000000 Penalty: 76877.992188
Iteration 377Q: 23 clusters Score -1.664187e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20094 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169880 members 
Mstep: Class 8 contains 207355 members 
Mstep: Class 9 contains 166895 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187351 members 
Mstep: Class 12 contains 73781 members 
Mstep: Class 13 contains 44619 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 160007 members 
Mstep: Class 16 contains 34277 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189631 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418720.000000 Penalty: 76877.992188
Iteration 378Q: 23 clusters Score -1.664187e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 169897 members 
Mstep: Class 8 contains 207348 members 
Mstep: Class 9 contains 166877 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187335 members 
Mstep: Class 12 contains 73779 members 
Mstep: Class 13 contains 44616 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160006 members 
Mstep: Class 16 contains 34275 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189663 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418784.000000 Penalty: 76877.992188
Iteration 379Q: 23 clusters Score -1.664188e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169916 members 
Mstep: Class 8 contains 207330 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187320 members 
Mstep: Class 12 contains 73778 members 
Mstep: Class 13 contains 44618 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 160027 members 
Mstep: Class 16 contains 34272 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189690 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 7292 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418864.000000 Penalty: 76877.992188
Iteration 380F: 23 clusters Score -1.664189e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21580 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169950 members 
Mstep: Class 8 contains 207306 members 
Mstep: Class 9 contains 166808 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187288 members 
Mstep: Class 12 contains 73777 members 
Mstep: Class 13 contains 44617 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160082 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189701 members 
Mstep: Class 19 contains 7711 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418832.000000 Penalty: 76877.992188
Iteration 381Q: 23 clusters Score -1.664188e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21577 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 169998 members 
Mstep: Class 8 contains 207304 members 
Mstep: Class 9 contains 166759 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187261 members 
Mstep: Class 12 contains 73768 members 
Mstep: Class 13 contains 44619 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 15 contains 160145 members 
Mstep: Class 16 contains 34270 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189673 members 
Mstep: Class 19 contains 7712 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418720.000000 Penalty: 76877.992188
Iteration 382Q: 23 clusters Score -1.664187e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21575 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 170000 members 
Mstep: Class 8 contains 207277 members 
Mstep: Class 9 contains 166736 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187238 members 
Mstep: Class 12 contains 73764 members 
Mstep: Class 13 contains 44620 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 160214 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189677 members 
Mstep: Class 19 contains 7714 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418704.000000 Penalty: 76877.992188
Iteration 383Q: 23 clusters Score -1.664187e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21574 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169999 members 
Mstep: Class 8 contains 207272 members 
Mstep: Class 9 contains 166710 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187229 members 
Mstep: Class 12 contains 73768 members 
Mstep: Class 13 contains 44621 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160262 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189659 members 
Mstep: Class 19 contains 7716 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418800.000000 Penalty: 76877.992188
Iteration 384Q: 23 clusters Score -1.664188e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21573 members 
Mstep: Class 3 contains 20084 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169989 members 
Mstep: Class 8 contains 207258 members 
Mstep: Class 9 contains 166695 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187218 members 
Mstep: Class 12 contains 73769 members 
Mstep: Class 13 contains 44623 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160296 members 
Mstep: Class 16 contains 34281 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189671 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418816.000000 Penalty: 76877.992188
Iteration 385Q: 23 clusters Score -1.664188e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21570 members 
Mstep: Class 3 contains 20082 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 169997 members 
Mstep: Class 8 contains 207245 members 
Mstep: Class 9 contains 166667 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187200 members 
Mstep: Class 12 contains 73768 members 
Mstep: Class 13 contains 44626 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160328 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189688 members 
Mstep: Class 19 contains 7718 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418752.000000 Penalty: 76877.992188
Iteration 386Q: 23 clusters Score -1.664188e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21568 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1773 members 
Mstep: Class 7 contains 170002 members 
Mstep: Class 8 contains 207237 members 
Mstep: Class 9 contains 166633 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187183 members 
Mstep: Class 12 contains 73771 members 
Mstep: Class 13 contains 44624 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 160377 members 
Mstep: Class 16 contains 34289 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189688 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418704.000000 Penalty: 76877.992188
Iteration 387Q: 23 clusters Score -1.664187e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21565 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 170023 members 
Mstep: Class 8 contains 207235 members 
Mstep: Class 9 contains 166591 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187165 members 
Mstep: Class 12 contains 73773 members 
Mstep: Class 13 contains 44624 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160429 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189685 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418688.000000 Penalty: 76877.992188
Iteration 388Q: 23 clusters Score -1.664187e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21564 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170052 members 
Mstep: Class 8 contains 207216 members 
Mstep: Class 9 contains 166561 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187150 members 
Mstep: Class 12 contains 73769 members 
Mstep: Class 13 contains 44623 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160466 members 
Mstep: Class 16 contains 34287 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189703 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418784.000000 Penalty: 76877.992188
Iteration 389Q: 23 clusters Score -1.664188e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21563 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170069 members 
Mstep: Class 8 contains 207191 members 
Mstep: Class 9 contains 166527 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187148 members 
Mstep: Class 12 contains 73764 members 
Mstep: Class 13 contains 44621 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 160493 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189724 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7276 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418784.000000 Penalty: 76877.992188
Iteration 390Q: 23 clusters Score -1.664188e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21561 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170072 members 
Mstep: Class 8 contains 207178 members 
Mstep: Class 9 contains 166522 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187151 members 
Mstep: Class 12 contains 73762 members 
Mstep: Class 13 contains 44622 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 160497 members 
Mstep: Class 16 contains 34290 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189742 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418880.000000 Penalty: 76877.992188
Iteration 391Q: 23 clusters Score -1.664189e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21560 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170080 members 
Mstep: Class 8 contains 207163 members 
Mstep: Class 9 contains 166522 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187151 members 
Mstep: Class 12 contains 73769 members 
Mstep: Class 13 contains 44620 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 160509 members 
Mstep: Class 16 contains 34289 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189740 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418864.000000 Penalty: 76877.992188
Iteration 392Q: 23 clusters Score -1.664189e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21558 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170105 members 
Mstep: Class 8 contains 207145 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187153 members 
Mstep: Class 12 contains 73771 members 
Mstep: Class 13 contains 44615 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 160514 members 
Mstep: Class 16 contains 34289 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189750 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418928.000000 Penalty: 76877.992188
Iteration 393Q: 23 clusters Score -1.664189e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21556 members 
Mstep: Class 3 contains 20098 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170106 members 
Mstep: Class 8 contains 207123 members 
Mstep: Class 9 contains 166530 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187147 members 
Mstep: Class 12 contains 73772 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 160525 members 
Mstep: Class 16 contains 34289 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189761 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418640.000000 Penalty: 76877.992188
Iteration 394Q: 23 clusters Score -1.664186e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 170103 members 
Mstep: Class 8 contains 207122 members 
Mstep: Class 9 contains 166547 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187136 members 
Mstep: Class 12 contains 73778 members 
Mstep: Class 13 contains 44612 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 160512 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189782 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418784.000000 Penalty: 76877.992188
Iteration 395Q: 23 clusters Score -1.664188e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 20101 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 170121 members 
Mstep: Class 8 contains 207103 members 
Mstep: Class 9 contains 166557 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187134 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44614 members 
Mstep: Class 14 contains 10170 members 
Mstep: Class 15 contains 160521 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189772 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418864.000000 Penalty: 76877.992188
Iteration 396Q: 23 clusters Score -1.664189e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 170138 members 
Mstep: Class 8 contains 207100 members 
Mstep: Class 9 contains 166565 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187137 members 
Mstep: Class 12 contains 73773 members 
Mstep: Class 13 contains 44608 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 160528 members 
Mstep: Class 16 contains 34286 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189759 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418784.000000 Penalty: 76877.992188
Iteration 397Q: 23 clusters Score -1.664188e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21549 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 170145 members 
Mstep: Class 8 contains 207097 members 
Mstep: Class 9 contains 166572 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187135 members 
Mstep: Class 12 contains 73775 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 160527 members 
Mstep: Class 16 contains 34284 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189764 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166418800.000000 Penalty: 76877.992188
Iteration 398Q: 23 clusters Score -1.664188e+08 nChanged 276
Entering ConstructFrom: 
Score: -166418800.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -114128.914062 Penalty: 1701.963867
	Iteration 0F: 2 clusters Score -114128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112233.789062 Penalty: 3403.927734
	Iteration 0F: 3 clusters Score -112233.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112611.429688 Penalty: 3403.927734
	Iteration 1F: 3 clusters Score -112611.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112780.445312 Penalty: 3403.927734
	Iteration 2F: 3 clusters Score -112780.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112882.789062 Penalty: 3403.927734
	Iteration 3F: 3 clusters Score -112882.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112966.187500 Penalty: 3403.927734
	Iteration 4Q: 3 clusters Score -112966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113024.601562 Penalty: 3403.927734
	Iteration 5Q: 3 clusters Score -113024.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113101.078125 Penalty: 3403.927734
	Iteration 6Q: 3 clusters Score -113101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113177.976562 Penalty: 3403.927734
	Iteration 7Q: 3 clusters Score -113178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113249.656250 Penalty: 3403.927734
	Iteration 8Q: 3 clusters Score -113249.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113320.617188 Penalty: 3403.927734
	Iteration 9Q: 3 clusters Score -113320.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113396.062500 Penalty: 3403.927734
	Iteration 10Q: 3 clusters Score -113396.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113487.273438 Penalty: 3403.927734
	Iteration 11Q: 3 clusters Score -113487.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113586.429688 Penalty: 3403.927734
	Iteration 12Q: 3 clusters Score -113586.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113659.179688 Penalty: 3403.927734
	Iteration 13Q: 3 clusters Score -113659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113707.414062 Penalty: 3403.927734
	Iteration 14Q: 3 clusters Score -113707.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113744.500000 Penalty: 3403.927734
	Iteration 15Q: 3 clusters Score -113744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113760.046875 Penalty: 3403.927734
	Iteration 16Q: 3 clusters Score -113760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113773.976562 Penalty: 3403.927734
	Iteration 17Q: 3 clusters Score -113774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113787.593750 Penalty: 3403.927734
	Iteration 18Q: 3 clusters Score -113787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113819.085938 Penalty: 3403.927734
	Iteration 19Q: 3 clusters Score -113819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113829.046875 Penalty: 3403.927734
	Iteration 20F: 3 clusters Score -113829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113839.710938 Penalty: 3403.927734
	Iteration 21Q: 3 clusters Score -113839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113845.781250 Penalty: 3403.927734
	Iteration 22Q: 3 clusters Score -113845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113849.859375 Penalty: 3403.927734
	Iteration 23Q: 3 clusters Score -113849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113851.953125 Penalty: 3403.927734
	Iteration 24Q: 3 clusters Score -113852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113855.015625 Penalty: 3403.927734
	Iteration 25Q: 3 clusters Score -113855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113855.679688 Penalty: 3403.927734
	Iteration 26Q: 3 clusters Score -113855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113855.679688 Penalty: 3403.927734
	Iteration 27F: 3 clusters Score -113855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Entering Unmasked Estep 
Score: -2780146.500000 Penalty: 2474.530518
	Iteration 0F: 2 clusters Score -2780146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2765128.500000 Penalty: 4949.061035
	Iteration 0F: 3 clusters Score -2765128 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2770108.750000 Penalty: 4949.061035
	Iteration 1F: 3 clusters Score -2770109 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2770446.000000 Penalty: 4949.061035
	Iteration 2Q: 3 clusters Score -2770446 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2770726.750000 Penalty: 4949.061035
	Iteration 3Q: 3 clusters Score -2770727 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2770992.500000 Penalty: 4949.061035
	Iteration 4Q: 3 clusters Score -2770992 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2771305.750000 Penalty: 4949.061035
	Iteration 5Q: 3 clusters Score -2771306 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2771718.250000 Penalty: 4949.061035
	Iteration 6Q: 3 clusters Score -2771718 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2772303.000000 Penalty: 4949.061035
	Iteration 7Q: 3 clusters Score -2772303 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2773121.000000 Penalty: 4949.061035
	Iteration 8F: 3 clusters Score -2773121 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2774132.750000 Penalty: 4949.061035
	Iteration 9F: 3 clusters Score -2774133 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2775202.000000 Penalty: 4949.061035
	Iteration 10F: 3 clusters Score -2775202 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2776169.000000 Penalty: 4949.061035
	Iteration 11F: 3 clusters Score -2776169 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2776842.250000 Penalty: 4949.061035
	Iteration 12Q: 3 clusters Score -2776842 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2777268.750000 Penalty: 4949.061035
	Iteration 13Q: 3 clusters Score -2777269 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2777549.250000 Penalty: 4949.061035
	Iteration 14Q: 3 clusters Score -2777549 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2777736.250000 Penalty: 4949.061035
	Iteration 15Q: 3 clusters Score -2777736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2777845.500000 Penalty: 4949.061035
	Iteration 16Q: 3 clusters Score -2777846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2777886.250000 Penalty: 4949.061035
	Iteration 17Q: 3 clusters Score -2777886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2777921.750000 Penalty: 4949.061035
	Iteration 18Q: 3 clusters Score -2777922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2777946.750000 Penalty: 4949.061035
	Iteration 19Q: 3 clusters Score -2777947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2777975.000000 Penalty: 4949.061035
	Iteration 20F: 3 clusters Score -2777975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2777998.250000 Penalty: 4949.061035
	Iteration 21Q: 3 clusters Score -2777998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2778006.500000 Penalty: 4949.061035
	Iteration 22Q: 3 clusters Score -2778006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2778017.250000 Penalty: 4949.061035
	Iteration 23Q: 3 clusters Score -2778017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2778025.000000 Penalty: 4949.061035
	Iteration 24Q: 3 clusters Score -2778025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2778035.250000 Penalty: 4949.061035
	Iteration 25Q: 3 clusters Score -2778035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2778035.000000 Penalty: 4949.061035
	Iteration 26Q: 3 clusters Score -2778035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2778041.750000 Penalty: 4949.061035
	Iteration 27Q: 3 clusters Score -2778042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2778041.500000 Penalty: 4949.061035
	Iteration 28Q: 3 clusters Score -2778042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2778047.000000 Penalty: 4949.061035
	Iteration 29Q: 3 clusters Score -2778047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2778048.250000 Penalty: 4949.061035
	Iteration 30Q: 3 clusters Score -2778048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2778048.250000 Penalty: 4949.061035
	Iteration 31F: 3 clusters Score -2778048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Entering Unmasked Estep 
Score: -2616900.500000 Penalty: 2457.239990
	Iteration 0F: 2 clusters Score -2616900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2602828.250000 Penalty: 4914.479980
	Iteration 0F: 3 clusters Score -2602828 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2607419.750000 Penalty: 4914.479980
	Iteration 1F: 3 clusters Score -2607420 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2607774.000000 Penalty: 4914.479980
	Iteration 2F: 3 clusters Score -2607774 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2608104.750000 Penalty: 4914.479980
	Iteration 3Q: 3 clusters Score -2608105 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2608450.250000 Penalty: 4914.479980
	Iteration 4Q: 3 clusters Score -2608450 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2608817.500000 Penalty: 4914.479980
	Iteration 5Q: 3 clusters Score -2608818 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2609173.250000 Penalty: 4914.479980
	Iteration 6Q: 3 clusters Score -2609173 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2609545.000000 Penalty: 4914.479980
	Iteration 7Q: 3 clusters Score -2609545 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2609911.750000 Penalty: 4914.479980
	Iteration 8Q: 3 clusters Score -2609912 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2610314.250000 Penalty: 4914.479980
	Iteration 9Q: 3 clusters Score -2610314 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2610810.250000 Penalty: 4914.479980
	Iteration 10Q: 3 clusters Score -2610810 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2611445.750000 Penalty: 4914.479980
	Iteration 11F: 3 clusters Score -2611446 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2612093.750000 Penalty: 4914.479980
	Iteration 12Q: 3 clusters Score -2612094 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2612685.000000 Penalty: 4914.479980
	Iteration 13Q: 3 clusters Score -2612685 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2613094.000000 Penalty: 4914.479980
	Iteration 14Q: 3 clusters Score -2613094 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2613358.000000 Penalty: 4914.479980
	Iteration 15Q: 3 clusters Score -2613358 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2613560.750000 Penalty: 4914.479980
	Iteration 16Q: 3 clusters Score -2613561 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2613691.000000 Penalty: 4914.479980
	Iteration 17Q: 3 clusters Score -2613691 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2613821.500000 Penalty: 4914.479980
	Iteration 18Q: 3 clusters Score -2613822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2613916.250000 Penalty: 4914.479980
	Iteration 19Q: 3 clusters Score -2613916 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2614013.250000 Penalty: 4914.479980
	Iteration 20F: 3 clusters Score -2614013 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2614099.250000 Penalty: 4914.479980
	Iteration 21Q: 3 clusters Score -2614099 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2614167.250000 Penalty: 4914.479980
	Iteration 22Q: 3 clusters Score -2614167 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2614228.500000 Penalty: 4914.479980
	Iteration 23Q: 3 clusters Score -2614228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2614295.000000 Penalty: 4914.479980
	Iteration 24Q: 3 clusters Score -2614295 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2614355.750000 Penalty: 4914.479980
	Iteration 25Q: 3 clusters Score -2614356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2614418.750000 Penalty: 4914.479980
	Iteration 26Q: 3 clusters Score -2614419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2614474.250000 Penalty: 4914.479980
	Iteration 27Q: 3 clusters Score -2614474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2614512.000000 Penalty: 4914.479980
	Iteration 28Q: 3 clusters Score -2614512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2614572.750000 Penalty: 4914.479980
	Iteration 29Q: 3 clusters Score -2614573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2614612.250000 Penalty: 4914.479980
	Iteration 30Q: 3 clusters Score -2614612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2614651.000000 Penalty: 4914.479980
	Iteration 31Q: 3 clusters Score -2614651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2614678.500000 Penalty: 4914.479980
	Iteration 32Q: 3 clusters Score -2614678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2614713.750000 Penalty: 4914.479980
	Iteration 33Q: 3 clusters Score -2614714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2614737.000000 Penalty: 4914.479980
	Iteration 34Q: 3 clusters Score -2614737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2614764.750000 Penalty: 4914.479980
	Iteration 35Q: 3 clusters Score -2614765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2614774.250000 Penalty: 4914.479980
	Iteration 36Q: 3 clusters Score -2614774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2614784.250000 Penalty: 4914.479980
	Iteration 37Q: 3 clusters Score -2614784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2614803.500000 Penalty: 4914.479980
	Iteration 38Q: 3 clusters Score -2614804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2614819.000000 Penalty: 4914.479980
	Iteration 39Q: 3 clusters Score -2614819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2614836.000000 Penalty: 4914.479980
	Iteration 40F: 3 clusters Score -2614836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2614849.750000 Penalty: 4914.479980
	Iteration 41Q: 3 clusters Score -2614850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2614867.000000 Penalty: 4914.479980
	Iteration 42Q: 3 clusters Score -2614867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2614882.250000 Penalty: 4914.479980
	Iteration 43Q: 3 clusters Score -2614882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2614885.750000 Penalty: 4914.479980
	Iteration 44Q: 3 clusters Score -2614886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2614894.750000 Penalty: 4914.479980
	Iteration 45Q: 3 clusters Score -2614895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2614906.250000 Penalty: 4914.479980
	Iteration 46Q: 3 clusters Score -2614906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2614918.500000 Penalty: 4914.479980
	Iteration 47Q: 3 clusters Score -2614918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2614920.250000 Penalty: 4914.479980
	Iteration 48Q: 3 clusters Score -2614920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2614932.750000 Penalty: 4914.479980
	Iteration 49Q: 3 clusters Score -2614933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2614946.000000 Penalty: 4914.479980
	Iteration 50Q: 3 clusters Score -2614946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2614953.500000 Penalty: 4914.479980
	Iteration 51Q: 3 clusters Score -2614954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2614968.500000 Penalty: 4914.479980
	Iteration 52Q: 3 clusters Score -2614968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2614978.500000 Penalty: 4914.479980
	Iteration 53Q: 3 clusters Score -2614978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2614991.750000 Penalty: 4914.479980
	Iteration 54Q: 3 clusters Score -2614992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2614995.500000 Penalty: 4914.479980
	Iteration 55Q: 3 clusters Score -2614996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2615006.250000 Penalty: 4914.479980
	Iteration 56Q: 3 clusters Score -2615006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2615013.250000 Penalty: 4914.479980
	Iteration 57Q: 3 clusters Score -2615013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2615020.000000 Penalty: 4914.479980
	Iteration 58Q: 3 clusters Score -2615020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2615020.500000 Penalty: 4914.479980
	Iteration 59Q: 3 clusters Score -2615020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2615024.500000 Penalty: 4914.479980
	Iteration 60F: 3 clusters Score -2615024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2615032.250000 Penalty: 4914.479980
	Iteration 61Q: 3 clusters Score -2615032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2615039.000000 Penalty: 4914.479980
	Iteration 62Q: 3 clusters Score -2615039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2615039.500000 Penalty: 4914.479980
	Iteration 63Q: 3 clusters Score -2615040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2615042.250000 Penalty: 4914.479980
	Iteration 64Q: 3 clusters Score -2615042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2615042.750000 Penalty: 4914.479980
	Iteration 65Q: 3 clusters Score -2615043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2615045.000000 Penalty: 4914.479980
	Iteration 66Q: 3 clusters Score -2615045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2615043.250000 Penalty: 4914.479980
	Iteration 67Q: 3 clusters Score -2615043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2615042.000000 Penalty: 4914.479980
	Iteration 68Q: 3 clusters Score -2615042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2615042.750000 Penalty: 4914.479980
	Iteration 69Q: 3 clusters Score -2615043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2615045.500000 Penalty: 4914.479980
	Iteration 70Q: 3 clusters Score -2615046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2615047.500000 Penalty: 4914.479980
	Iteration 71Q: 3 clusters Score -2615048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2615047.250000 Penalty: 4914.479980
	Iteration 72Q: 3 clusters Score -2615047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2615048.750000 Penalty: 4914.479980
	Iteration 73Q: 3 clusters Score -2615049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2615049.750000 Penalty: 4914.479980
	Iteration 74Q: 3 clusters Score -2615050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2615049.750000 Penalty: 4914.479980
	Iteration 75F: 3 clusters Score -2615050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -544157.687500 Penalty: 2076.526855
	Iteration 0F: 2 clusters Score -544157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540054.500000 Penalty: 4153.053711
	Iteration 0F: 3 clusters Score -540054.5 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -540972.625000 Penalty: 4153.053711
	Iteration 1F: 3 clusters Score -540972.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -541182.500000 Penalty: 4153.053711
	Iteration 2F: 3 clusters Score -541182.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -541296.500000 Penalty: 4153.053711
	Iteration 3Q: 3 clusters Score -541296.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -541367.937500 Penalty: 4153.053711
	Iteration 4Q: 3 clusters Score -541367.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -541437.437500 Penalty: 4153.053711
	Iteration 5Q: 3 clusters Score -541437.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -541494.250000 Penalty: 4153.053711
	Iteration 6Q: 3 clusters Score -541494.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -541537.562500 Penalty: 4153.053711
	Iteration 7Q: 3 clusters Score -541537.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -541577.187500 Penalty: 4153.053711
	Iteration 8Q: 3 clusters Score -541577.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -541613.687500 Penalty: 4153.053711
	Iteration 9Q: 3 clusters Score -541613.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -541649.937500 Penalty: 4153.053711
	Iteration 10Q: 3 clusters Score -541649.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -541680.437500 Penalty: 4153.053711
	Iteration 11Q: 3 clusters Score -541680.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -541710.187500 Penalty: 4153.053711
	Iteration 12Q: 3 clusters Score -541710.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -541745.937500 Penalty: 4153.053711
	Iteration 13Q: 3 clusters Score -541745.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -541778.750000 Penalty: 4153.053711
	Iteration 14Q: 3 clusters Score -541778.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -541819.812500 Penalty: 4153.053711
	Iteration 15Q: 3 clusters Score -541819.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -541858.125000 Penalty: 4153.053711
	Iteration 16Q: 3 clusters Score -541858.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -541893.062500 Penalty: 4153.053711
	Iteration 17Q: 3 clusters Score -541893.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -541931.875000 Penalty: 4153.053711
	Iteration 18Q: 3 clusters Score -541931.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -541973.937500 Penalty: 4153.053711
	Iteration 19Q: 3 clusters Score -541973.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -542015.312500 Penalty: 4153.053711
	Iteration 20F: 3 clusters Score -542015.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -542050.562500 Penalty: 4153.053711
	Iteration 21Q: 3 clusters Score -542050.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -542082.562500 Penalty: 4153.053711
	Iteration 22Q: 3 clusters Score -542082.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -542111.500000 Penalty: 4153.053711
	Iteration 23Q: 3 clusters Score -542111.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -542142.750000 Penalty: 4153.053711
	Iteration 24Q: 3 clusters Score -542142.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -542168.437500 Penalty: 4153.053711
	Iteration 25Q: 3 clusters Score -542168.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -542206.375000 Penalty: 4153.053711
	Iteration 26Q: 3 clusters Score -542206.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -542246.250000 Penalty: 4153.053711
	Iteration 27Q: 3 clusters Score -542246.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -542284.937500 Penalty: 4153.053711
	Iteration 28Q: 3 clusters Score -542284.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -542323.750000 Penalty: 4153.053711
	Iteration 29Q: 3 clusters Score -542323.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -542362.812500 Penalty: 4153.053711
	Iteration 30Q: 3 clusters Score -542362.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -542395.812500 Penalty: 4153.053711
	Iteration 31Q: 3 clusters Score -542395.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -542424.562500 Penalty: 4153.053711
	Iteration 32Q: 3 clusters Score -542424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -542450.687500 Penalty: 4153.053711
	Iteration 33Q: 3 clusters Score -542450.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -542476.937500 Penalty: 4153.053711
	Iteration 34Q: 3 clusters Score -542476.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -542504.500000 Penalty: 4153.053711
	Iteration 35Q: 3 clusters Score -542504.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -542521.250000 Penalty: 4153.053711
	Iteration 36Q: 3 clusters Score -542521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -542536.125000 Penalty: 4153.053711
	Iteration 37Q: 3 clusters Score -542536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -542548.500000 Penalty: 4153.053711
	Iteration 38Q: 3 clusters Score -542548.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -542555.625000 Penalty: 4153.053711
	Iteration 39Q: 3 clusters Score -542555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -542559.687500 Penalty: 4153.053711
	Iteration 40F: 3 clusters Score -542559.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -542563.187500 Penalty: 4153.053711
	Iteration 41Q: 3 clusters Score -542563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -542568.125000 Penalty: 4153.053711
	Iteration 42Q: 3 clusters Score -542568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -542572.875000 Penalty: 4153.053711
	Iteration 43Q: 3 clusters Score -542572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -542579.687500 Penalty: 4153.053711
	Iteration 44Q: 3 clusters Score -542579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -542583.812500 Penalty: 4153.053711
	Iteration 45Q: 3 clusters Score -542583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -542588.312500 Penalty: 4153.053711
	Iteration 46Q: 3 clusters Score -542588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -542592.625000 Penalty: 4153.053711
	Iteration 47Q: 3 clusters Score -542592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -542593.625000 Penalty: 4153.053711
	Iteration 48Q: 3 clusters Score -542593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -542593.375000 Penalty: 4153.053711
	Iteration 49Q: 3 clusters Score -542593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -542593.625000 Penalty: 4153.053711
	Iteration 50Q: 3 clusters Score -542593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -542593.625000 Penalty: 4153.053711
	Iteration 51F: 3 clusters Score -542593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51122.593750 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51122.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51414.792969 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51414.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51574.902344 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51574.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51724.105469 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -51724.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51810.039062 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51810.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51859.406250 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51859.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51949.281250 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51949.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51974.539062 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51974.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52009.785156 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52009.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52029.953125 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52029.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52045.406250 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52045.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52058.718750 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -52058.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52087.898438 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -52087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52166.417969 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -52166.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52219.398438 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -52219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52240.824219 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -52240.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52265.441406 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -52265.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52296.128906 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -52296.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52300.566406 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -52300.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52307.941406 Penalty: 3104.752441
	Iteration 19F: 3 clusters Score -52307.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52373.359375 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -52373.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52476.371094 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -52476.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52639.203125 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -52639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52772.218750 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -52772.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52783.066406 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -52783.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52800.734375 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -52800.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52834.945312 Penalty: 3104.752441
	Iteration 26Q: 3 clusters Score -52834.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52880.187500 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -52880.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52927.375000 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -52927.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52929.734375 Penalty: 3104.752441
	Iteration 29F: 3 clusters Score -52929.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52942.375000 Penalty: 3104.752441
	Iteration 30Q: 3 clusters Score -52942.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52956.515625 Penalty: 3104.752441
	Iteration 31F: 3 clusters Score -52956.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53036.695312 Penalty: 3104.752441
	Iteration 32Q: 3 clusters Score -53036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53123.539062 Penalty: 3104.752441
	Iteration 33Q: 3 clusters Score -53123.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53123.539062 Penalty: 3104.752441
	Iteration 34F: 3 clusters Score -53123.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 163 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 170164 members 
Mstep: Class 8 contains 207093 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187119 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160530 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189763 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166417392.000000 Penalty: 80372.445312
Splitting cluster 5 changes total score from -166418800.000000 to -166417392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -208701.421875 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -208701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -206252.265625 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -206252.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -206887.953125 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -206888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -207173.296875 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -207173.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -207315.687500 Penalty: 3708.891846
	Iteration 3F: 3 clusters Score -207315.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -207379.328125 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -207379.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207460.015625 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -207460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207555.140625 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -207555.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207603.484375 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -207603.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -207626.265625 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -207626.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207638.687500 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -207638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -207647.703125 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -207647.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -207654.500000 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -207654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207669.578125 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -207669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207685.890625 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -207685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207693.453125 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -207693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -207697.671875 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -207697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207698.968750 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -207699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -207701.687500 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -207701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -207703.390625 Penalty: 3708.891846
	Iteration 18Q: 3 clusters Score -207703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207704.609375 Penalty: 3708.891846
	Iteration 19Q: 3 clusters Score -207704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -207705.078125 Penalty: 3708.891846
	Iteration 20F: 3 clusters Score -207705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -207706.171875 Penalty: 3708.891846
	Iteration 21Q: 3 clusters Score -207706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207706.968750 Penalty: 3708.891846
	Iteration 22Q: 3 clusters Score -207707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -207708.046875 Penalty: 3708.891846
	Iteration 23Q: 3 clusters Score -207708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207708.718750 Penalty: 3708.891846
	Iteration 24Q: 3 clusters Score -207708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207708.718750 Penalty: 3708.891846
	Iteration 25F: 3 clusters Score -207708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (170164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Entering Unmasked Estep 
Score: -21820548.000000 Penalty: 2987.040283
	Iteration 0F: 2 clusters Score -2.182055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -21706900.000000 Penalty: 5974.080566
	Iteration 0F: 3 clusters Score -2.17069e+07 nChanged 81799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -21754714.000000 Penalty: 5974.080566
	Iteration 1F: 3 clusters Score -2.175471e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -21755874.000000 Penalty: 5974.080566
	Iteration 2Q: 3 clusters Score -2.175587e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -21757214.000000 Penalty: 5974.080566
	Iteration 3Q: 3 clusters Score -2.175721e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -21759482.000000 Penalty: 5974.080566
	Iteration 4Q: 3 clusters Score -2.175948e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -21763068.000000 Penalty: 5974.080566
	Iteration 5Q: 3 clusters Score -2.176307e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -21768364.000000 Penalty: 5974.080566
	Iteration 6F: 3 clusters Score -2.176836e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -21775692.000000 Penalty: 5974.080566
	Iteration 7F: 3 clusters Score -2.177569e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -21784690.000000 Penalty: 5974.080566
	Iteration 8F: 3 clusters Score -2.178469e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -21795708.000000 Penalty: 5974.080566
	Iteration 9F: 3 clusters Score -2.179571e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
Score: -21804698.000000 Penalty: 5974.080566
	Iteration 10F: 3 clusters Score -2.18047e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -21809152.000000 Penalty: 5974.080566
	Iteration 11Q: 3 clusters Score -2.180915e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -21811434.000000 Penalty: 5974.080566
	Iteration 12Q: 3 clusters Score -2.181143e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 121596 members 
Entering Unmasked Estep 
Score: -21813228.000000 Penalty: 5974.080566
	Iteration 13Q: 3 clusters Score -2.181323e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -21814474.000000 Penalty: 5974.080566
	Iteration 14Q: 3 clusters Score -2.181447e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -21815342.000000 Penalty: 5974.080566
	Iteration 15Q: 3 clusters Score -2.181534e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 127564 members 
Entering Unmasked Estep 
Score: -21816160.000000 Penalty: 5974.080566
	Iteration 16Q: 3 clusters Score -2.181616e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -21816560.000000 Penalty: 5974.080566
	Iteration 17Q: 3 clusters Score -2.181656e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -21817078.000000 Penalty: 5974.080566
	Iteration 18Q: 3 clusters Score -2.181708e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 131968 members 
Entering Unmasked Estep 
Score: -21817478.000000 Penalty: 5974.080566
	Iteration 19Q: 3 clusters Score -2.181748e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -21817808.000000 Penalty: 5974.080566
	Iteration 20F: 3 clusters Score -2.181781e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -21818002.000000 Penalty: 5974.080566
	Iteration 21Q: 3 clusters Score -2.1818e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -21818302.000000 Penalty: 5974.080566
	Iteration 22Q: 3 clusters Score -2.18183e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 136862 members 
Entering Unmasked Estep 
Score: -21818514.000000 Penalty: 5974.080566
	Iteration 23Q: 3 clusters Score -2.181851e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -21818790.000000 Penalty: 5974.080566
	Iteration 24Q: 3 clusters Score -2.181879e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -21818974.000000 Penalty: 5974.080566
	Iteration 25Q: 3 clusters Score -2.181897e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -21819230.000000 Penalty: 5974.080566
	Iteration 26Q: 3 clusters Score -2.181923e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -21819486.000000 Penalty: 5974.080566
	Iteration 27Q: 3 clusters Score -2.181949e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -21819640.000000 Penalty: 5974.080566
	Iteration 28Q: 3 clusters Score -2.181964e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -21819864.000000 Penalty: 5974.080566
	Iteration 29Q: 3 clusters Score -2.181986e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 143981 members 
Entering Unmasked Estep 
Score: -21819976.000000 Penalty: 5974.080566
	Iteration 30Q: 3 clusters Score -2.181998e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -21820084.000000 Penalty: 5974.080566
	Iteration 31Q: 3 clusters Score -2.182008e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -21820156.000000 Penalty: 5974.080566
	Iteration 32Q: 3 clusters Score -2.182016e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -21820240.000000 Penalty: 5974.080566
	Iteration 33Q: 3 clusters Score -2.182024e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -21820294.000000 Penalty: 5974.080566
	Iteration 34Q: 3 clusters Score -2.182029e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 147726 members 
Entering Unmasked Estep 
Score: -21820384.000000 Penalty: 5974.080566
	Iteration 35Q: 3 clusters Score -2.182038e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
Score: -21820502.000000 Penalty: 5974.080566
	Iteration 36Q: 3 clusters Score -2.18205e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -21820528.000000 Penalty: 5974.080566
	Iteration 37Q: 3 clusters Score -2.182053e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -21820654.000000 Penalty: 5974.080566
	Iteration 38Q: 3 clusters Score -2.182065e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 150171 members 
Entering Unmasked Estep 
Score: -21820770.000000 Penalty: 5974.080566
	Iteration 39Q: 3 clusters Score -2.182077e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -21820850.000000 Penalty: 5974.080566
	Iteration 40F: 3 clusters Score -2.182085e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -21820874.000000 Penalty: 5974.080566
	Iteration 41Q: 3 clusters Score -2.182087e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 151661 members 
Entering Unmasked Estep 
Score: -21821046.000000 Penalty: 5974.080566
	Iteration 42Q: 3 clusters Score -2.182105e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -21821070.000000 Penalty: 5974.080566
	Iteration 43Q: 3 clusters Score -2.182107e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -21821140.000000 Penalty: 5974.080566
	Iteration 44Q: 3 clusters Score -2.182114e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -21821134.000000 Penalty: 5974.080566
	Iteration 45Q: 3 clusters Score -2.182113e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -21821236.000000 Penalty: 5974.080566
	Iteration 46Q: 3 clusters Score -2.182124e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -21821284.000000 Penalty: 5974.080566
	Iteration 47Q: 3 clusters Score -2.182128e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -21821340.000000 Penalty: 5974.080566
	Iteration 48Q: 3 clusters Score -2.182134e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -21821332.000000 Penalty: 5974.080566
	Iteration 49Q: 3 clusters Score -2.182133e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 154758 members 
Entering Unmasked Estep 
Score: -21821348.000000 Penalty: 5974.080566
	Iteration 50Q: 3 clusters Score -2.182135e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -21821380.000000 Penalty: 5974.080566
	Iteration 51Q: 3 clusters Score -2.182138e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 155325 members 
Entering Unmasked Estep 
Score: -21821418.000000 Penalty: 5974.080566
	Iteration 52Q: 3 clusters Score -2.182142e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -21821416.000000 Penalty: 5974.080566
	Iteration 53Q: 3 clusters Score -2.182142e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 155914 members 
Entering Unmasked Estep 
Score: -21821488.000000 Penalty: 5974.080566
	Iteration 54Q: 3 clusters Score -2.182149e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -21821514.000000 Penalty: 5974.080566
	Iteration 55Q: 3 clusters Score -2.182151e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -21821596.000000 Penalty: 5974.080566
	Iteration 56Q: 3 clusters Score -2.18216e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -21821604.000000 Penalty: 5974.080566
	Iteration 57Q: 3 clusters Score -2.18216e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -21821658.000000 Penalty: 5974.080566
	Iteration 58Q: 3 clusters Score -2.182166e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -21821680.000000 Penalty: 5974.080566
	Iteration 59Q: 3 clusters Score -2.182168e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -21821664.000000 Penalty: 5974.080566
	Iteration 60F: 3 clusters Score -2.182166e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -21821660.000000 Penalty: 5974.080566
	Iteration 61Q: 3 clusters Score -2.182166e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -21821644.000000 Penalty: 5974.080566
	Iteration 62Q: 3 clusters Score -2.182164e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -21821660.000000 Penalty: 5974.080566
	Iteration 63Q: 3 clusters Score -2.182166e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 158453 members 
Entering Unmasked Estep 
Score: -21821670.000000 Penalty: 5974.080566
	Iteration 64Q: 3 clusters Score -2.182167e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -21821756.000000 Penalty: 5974.080566
	Iteration 65Q: 3 clusters Score -2.182176e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 158889 members 
Entering Unmasked Estep 
Score: -21821778.000000 Penalty: 5974.080566
	Iteration 66Q: 3 clusters Score -2.182178e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -21821772.000000 Penalty: 5974.080566
	Iteration 67Q: 3 clusters Score -2.182177e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -21821728.000000 Penalty: 5974.080566
	Iteration 68Q: 3 clusters Score -2.182173e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -21821744.000000 Penalty: 5974.080566
	Iteration 69Q: 3 clusters Score -2.182174e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -21821766.000000 Penalty: 5974.080566
	Iteration 70Q: 3 clusters Score -2.182177e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -21821746.000000 Penalty: 5974.080566
	Iteration 71Q: 3 clusters Score -2.182175e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -21821680.000000 Penalty: 5974.080566
	Iteration 72Q: 3 clusters Score -2.182168e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -21821732.000000 Penalty: 5974.080566
	Iteration 73Q: 3 clusters Score -2.182173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21821706.000000 Penalty: 5974.080566
	Iteration 74Q: 3 clusters Score -2.182171e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -21821688.000000 Penalty: 5974.080566
	Iteration 75Q: 3 clusters Score -2.182169e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -21821706.000000 Penalty: 5974.080566
	Iteration 76Q: 3 clusters Score -2.182171e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -21821736.000000 Penalty: 5974.080566
	Iteration 77Q: 3 clusters Score -2.182174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -21821708.000000 Penalty: 5974.080566
	Iteration 78Q: 3 clusters Score -2.182171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -21821724.000000 Penalty: 5974.080566
	Iteration 79Q: 3 clusters Score -2.182172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -21821718.000000 Penalty: 5974.080566
	Iteration 80F: 3 clusters Score -2.182172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 160560 members 
Entering Unmasked Estep 
Score: -21821724.000000 Penalty: 5974.080566
	Iteration 81Q: 3 clusters Score -2.182172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 160601 members 
Entering Unmasked Estep 
Score: -21821720.000000 Penalty: 5974.080566
	Iteration 82Q: 3 clusters Score -2.182172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -21821720.000000 Penalty: 5974.080566
	Iteration 83Q: 3 clusters Score -2.182172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -21821706.000000 Penalty: 5974.080566
	Iteration 84Q: 3 clusters Score -2.182171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -21821722.000000 Penalty: 5974.080566
	Iteration 85Q: 3 clusters Score -2.182172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -21821678.000000 Penalty: 5974.080566
	Iteration 86Q: 3 clusters Score -2.182168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 160756 members 
Entering Unmasked Estep 
Score: -21821656.000000 Penalty: 5974.080566
	Iteration 87Q: 3 clusters Score -2.182166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -21821670.000000 Penalty: 5974.080566
	Iteration 88Q: 3 clusters Score -2.182167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -21821648.000000 Penalty: 5974.080566
	Iteration 89Q: 3 clusters Score -2.182165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -21821656.000000 Penalty: 5974.080566
	Iteration 90Q: 3 clusters Score -2.182166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -21821652.000000 Penalty: 5974.080566
	Iteration 91Q: 3 clusters Score -2.182165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -21821640.000000 Penalty: 5974.080566
	Iteration 92Q: 3 clusters Score -2.182164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -21821640.000000 Penalty: 5974.080566
	Iteration 93Q: 3 clusters Score -2.182164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -21821670.000000 Penalty: 5974.080566
	Iteration 94Q: 3 clusters Score -2.182167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -21821678.000000 Penalty: 5974.080566
	Iteration 95Q: 3 clusters Score -2.182168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -21821682.000000 Penalty: 5974.080566
	Iteration 96Q: 3 clusters Score -2.182168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 160951 members 
Entering Unmasked Estep 
Score: -21821684.000000 Penalty: 5974.080566
	Iteration 97Q: 3 clusters Score -2.182168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 160971 members 
Entering Unmasked Estep 
Score: -21821702.000000 Penalty: 5974.080566
	Iteration 98Q: 3 clusters Score -2.18217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 160987 members 
Entering Unmasked Estep 
Score: -21821724.000000 Penalty: 5974.080566
	Iteration 99Q: 3 clusters Score -2.182172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -21821702.000000 Penalty: 5974.080566
	Iteration 100F: 3 clusters Score -2.18217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -21821698.000000 Penalty: 5974.080566
	Iteration 101Q: 3 clusters Score -2.18217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -21821674.000000 Penalty: 5974.080566
	Iteration 102Q: 3 clusters Score -2.182167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 161049 members 
Entering Unmasked Estep 
Score: -21821682.000000 Penalty: 5974.080566
	Iteration 103Q: 3 clusters Score -2.182168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -21821696.000000 Penalty: 5974.080566
	Iteration 104Q: 3 clusters Score -2.18217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -21821696.000000 Penalty: 5974.080566
	Iteration 105Q: 3 clusters Score -2.18217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -21821704.000000 Penalty: 5974.080566
	Iteration 106Q: 3 clusters Score -2.18217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -21821728.000000 Penalty: 5974.080566
	Iteration 107Q: 3 clusters Score -2.182173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -21821730.000000 Penalty: 5974.080566
	Iteration 108Q: 3 clusters Score -2.182173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -21821718.000000 Penalty: 5974.080566
	Iteration 109Q: 3 clusters Score -2.182172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -21821730.000000 Penalty: 5974.080566
	Iteration 110Q: 3 clusters Score -2.182173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 161216 members 
Entering Unmasked Estep 
Score: -21821718.000000 Penalty: 5974.080566
	Iteration 111Q: 3 clusters Score -2.182172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -21821712.000000 Penalty: 5974.080566
	Iteration 112Q: 3 clusters Score -2.182171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -21821734.000000 Penalty: 5974.080566
	Iteration 113Q: 3 clusters Score -2.182173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -21821748.000000 Penalty: 5974.080566
	Iteration 114Q: 3 clusters Score -2.182175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -21821762.000000 Penalty: 5974.080566
	Iteration 115Q: 3 clusters Score -2.182176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -21821754.000000 Penalty: 5974.080566
	Iteration 116Q: 3 clusters Score -2.182175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -21821748.000000 Penalty: 5974.080566
	Iteration 117Q: 3 clusters Score -2.182175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -21821730.000000 Penalty: 5974.080566
	Iteration 118Q: 3 clusters Score -2.182173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -21821738.000000 Penalty: 5974.080566
	Iteration 119Q: 3 clusters Score -2.182174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 161303 members 
Entering Unmasked Estep 
Score: -21821730.000000 Penalty: 5974.080566
	Iteration 120F: 3 clusters Score -2.182173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 207093 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187119 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160530 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189763 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 161303 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -166418816.000000 Penalty: 80372.445312
Splitting cluster 7 changes total score from -166418800.000000 to -166418816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (207093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207093 members 
Entering Unmasked Estep 
Score: -26864352.000000 Penalty: 3035.748779
	Iteration 0F: 2 clusters Score -2.686435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -26758530.000000 Penalty: 6071.497559
	Iteration 0F: 3 clusters Score -2.675853e+07 nChanged 100039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -26817028.000000 Penalty: 6071.497559
	Iteration 1F: 3 clusters Score -2.681703e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -26818232.000000 Penalty: 6071.497559
	Iteration 2Q: 3 clusters Score -2.681823e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -26820318.000000 Penalty: 6071.497559
	Iteration 3Q: 3 clusters Score -2.682032e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 118754 members 
Entering Unmasked Estep 
Score: -26823470.000000 Penalty: 6071.497559
	Iteration 4Q: 3 clusters Score -2.682347e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 126210 members 
Entering Unmasked Estep 
Score: -26828486.000000 Penalty: 6071.497559
	Iteration 5Q: 3 clusters Score -2.682849e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -26836466.000000 Penalty: 6071.497559
	Iteration 6F: 3 clusters Score -2.683647e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -26846688.000000 Penalty: 6071.497559
	Iteration 7F: 3 clusters Score -2.684669e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -26856992.000000 Penalty: 6071.497559
	Iteration 8F: 3 clusters Score -2.685699e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -26865148.000000 Penalty: 6071.497559
	Iteration 9F: 3 clusters Score -2.686515e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -26869886.000000 Penalty: 6071.497559
	Iteration 10Q: 3 clusters Score -2.686989e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -26871692.000000 Penalty: 6071.497559
	Iteration 11Q: 3 clusters Score -2.687169e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -26872208.000000 Penalty: 6071.497559
	Iteration 12Q: 3 clusters Score -2.687221e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -26871782.000000 Penalty: 6071.497559
	Iteration 13Q: 3 clusters Score -2.687178e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 184397 members 
Entering Unmasked Estep 
Score: -26871006.000000 Penalty: 6071.497559
	Iteration 14Q: 3 clusters Score -2.687101e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -26870176.000000 Penalty: 6071.497559
	Iteration 15Q: 3 clusters Score -2.687018e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 189202 members 
Entering Unmasked Estep 
Score: -26869070.000000 Penalty: 6071.497559
	Iteration 16Q: 3 clusters Score -2.686907e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 191508 members 
Entering Unmasked Estep 
Score: -26868126.000000 Penalty: 6071.497559
	Iteration 17Q: 3 clusters Score -2.686813e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -26867196.000000 Penalty: 6071.497559
	Iteration 18Q: 3 clusters Score -2.68672e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 195530 members 
Entering Unmasked Estep 
Score: -26866408.000000 Penalty: 6071.497559
	Iteration 19Q: 3 clusters Score -2.686641e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -26865664.000000 Penalty: 6071.497559
	Iteration 20F: 3 clusters Score -2.686566e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 198557 members 
Entering Unmasked Estep 
Score: -26865136.000000 Penalty: 6071.497559
	Iteration 21Q: 3 clusters Score -2.686514e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 199701 members 
Entering Unmasked Estep 
Score: -26864632.000000 Penalty: 6071.497559
	Iteration 22Q: 3 clusters Score -2.686463e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 200662 members 
Entering Unmasked Estep 
Score: -26864354.000000 Penalty: 6071.497559
	Iteration 23Q: 3 clusters Score -2.686435e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 201457 members 
Entering Unmasked Estep 
Score: -26864188.000000 Penalty: 6071.497559
	Iteration 24Q: 3 clusters Score -2.686419e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 202138 members 
Entering Unmasked Estep 
Score: -26864038.000000 Penalty: 6071.497559
	Iteration 25Q: 3 clusters Score -2.686404e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 202670 members 
Entering Unmasked Estep 
Score: -26863856.000000 Penalty: 6071.497559
	Iteration 26Q: 3 clusters Score -2.686386e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 203115 members 
Entering Unmasked Estep 
Score: -26863670.000000 Penalty: 6071.497559
	Iteration 27Q: 3 clusters Score -2.686367e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 203487 members 
Entering Unmasked Estep 
Score: -26863504.000000 Penalty: 6071.497559
	Iteration 28Q: 3 clusters Score -2.68635e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 203800 members 
Entering Unmasked Estep 
Score: -26863382.000000 Penalty: 6071.497559
	Iteration 29Q: 3 clusters Score -2.686338e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 204050 members 
Entering Unmasked Estep 
Score: -26863284.000000 Penalty: 6071.497559
	Iteration 30Q: 3 clusters Score -2.686328e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 204277 members 
Entering Unmasked Estep 
Score: -26863126.000000 Penalty: 6071.497559
	Iteration 31Q: 3 clusters Score -2.686313e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 204454 members 
Entering Unmasked Estep 
Score: -26863118.000000 Penalty: 6071.497559
	Iteration 32Q: 3 clusters Score -2.686312e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 204615 members 
Entering Unmasked Estep 
Score: -26863074.000000 Penalty: 6071.497559
	Iteration 33Q: 3 clusters Score -2.686307e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 204750 members 
Entering Unmasked Estep 
Score: -26862970.000000 Penalty: 6071.497559
	Iteration 34Q: 3 clusters Score -2.686297e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -26862970.000000 Penalty: 6071.497559
	Iteration 35Q: 3 clusters Score -2.686297e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 204942 members 
Entering Unmasked Estep 
Score: -26862968.000000 Penalty: 6071.497559
	Iteration 36Q: 3 clusters Score -2.686297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -26862950.000000 Penalty: 6071.497559
	Iteration 37Q: 3 clusters Score -2.686295e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 205081 members 
Entering Unmasked Estep 
Score: -26862954.000000 Penalty: 6071.497559
	Iteration 38Q: 3 clusters Score -2.686295e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -26862936.000000 Penalty: 6071.497559
	Iteration 39Q: 3 clusters Score -2.686294e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 205205 members 
Entering Unmasked Estep 
Score: -26862942.000000 Penalty: 6071.497559
	Iteration 40F: 3 clusters Score -2.686294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 205262 members 
Entering Unmasked Estep 
Score: -26862922.000000 Penalty: 6071.497559
	Iteration 41Q: 3 clusters Score -2.686292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 205322 members 
Entering Unmasked Estep 
Score: -26862916.000000 Penalty: 6071.497559
	Iteration 42Q: 3 clusters Score -2.686292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 205369 members 
Entering Unmasked Estep 
Score: -26862912.000000 Penalty: 6071.497559
	Iteration 43Q: 3 clusters Score -2.686291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 205412 members 
Entering Unmasked Estep 
Score: -26862912.000000 Penalty: 6071.497559
	Iteration 44Q: 3 clusters Score -2.686291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -26862894.000000 Penalty: 6071.497559
	Iteration 45Q: 3 clusters Score -2.686289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 205481 members 
Entering Unmasked Estep 
Score: -26862906.000000 Penalty: 6071.497559
	Iteration 46Q: 3 clusters Score -2.686291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -26862916.000000 Penalty: 6071.497559
	Iteration 47Q: 3 clusters Score -2.686292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -26862904.000000 Penalty: 6071.497559
	Iteration 48Q: 3 clusters Score -2.68629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -26862912.000000 Penalty: 6071.497559
	Iteration 49Q: 3 clusters Score -2.686291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 205553 members 
Entering Unmasked Estep 
Score: -26862892.000000 Penalty: 6071.497559
	Iteration 50Q: 3 clusters Score -2.686289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -26862908.000000 Penalty: 6071.497559
	Iteration 51Q: 3 clusters Score -2.686291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 205574 members 
Entering Unmasked Estep 
Score: -26862902.000000 Penalty: 6071.497559
	Iteration 52Q: 3 clusters Score -2.68629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -26862888.000000 Penalty: 6071.497559
	Iteration 53Q: 3 clusters Score -2.686289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -26862890.000000 Penalty: 6071.497559
	Iteration 54Q: 3 clusters Score -2.686289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 205617 members 
Entering Unmasked Estep 
Score: -26862872.000000 Penalty: 6071.497559
	Iteration 55Q: 3 clusters Score -2.686287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 205626 members 
Entering Unmasked Estep 
Score: -26862880.000000 Penalty: 6071.497559
	Iteration 56Q: 3 clusters Score -2.686288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 205635 members 
Entering Unmasked Estep 
Score: -26862884.000000 Penalty: 6071.497559
	Iteration 57Q: 3 clusters Score -2.686288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 205642 members 
Entering Unmasked Estep 
Score: -26862886.000000 Penalty: 6071.497559
	Iteration 58Q: 3 clusters Score -2.686289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 205650 members 
Entering Unmasked Estep 
Score: -26862868.000000 Penalty: 6071.497559
	Iteration 59Q: 3 clusters Score -2.686287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 205655 members 
Entering Unmasked Estep 
Score: -26862876.000000 Penalty: 6071.497559
	Iteration 60F: 3 clusters Score -2.686288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -26862864.000000 Penalty: 6071.497559
	Iteration 61Q: 3 clusters Score -2.686286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -26862858.000000 Penalty: 6071.497559
	Iteration 62Q: 3 clusters Score -2.686286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -26862854.000000 Penalty: 6071.497559
	Iteration 63Q: 3 clusters Score -2.686285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 205689 members 
Entering Unmasked Estep 
Score: -26862844.000000 Penalty: 6071.497559
	Iteration 64Q: 3 clusters Score -2.686284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 205696 members 
Entering Unmasked Estep 
Score: -26862852.000000 Penalty: 6071.497559
	Iteration 65Q: 3 clusters Score -2.686285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 205703 members 
Entering Unmasked Estep 
Score: -26862852.000000 Penalty: 6071.497559
	Iteration 66Q: 3 clusters Score -2.686285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 205705 members 
Entering Unmasked Estep 
Score: -26862842.000000 Penalty: 6071.497559
	Iteration 67Q: 3 clusters Score -2.686284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 205710 members 
Entering Unmasked Estep 
Score: -26862858.000000 Penalty: 6071.497559
	Iteration 68Q: 3 clusters Score -2.686286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 205711 members 
Entering Unmasked Estep 
Score: -26862852.000000 Penalty: 6071.497559
	Iteration 69Q: 3 clusters Score -2.686285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 205714 members 
Entering Unmasked Estep 
Score: -26862844.000000 Penalty: 6071.497559
	Iteration 70Q: 3 clusters Score -2.686284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 205717 members 
Entering Unmasked Estep 
Score: -26862870.000000 Penalty: 6071.497559
	Iteration 71Q: 3 clusters Score -2.686287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 205719 members 
Entering Unmasked Estep 
Score: -26862870.000000 Penalty: 6071.497559
	Iteration 72Q: 3 clusters Score -2.686287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 205720 members 
Entering Unmasked Estep 
Score: -26862876.000000 Penalty: 6071.497559
	Iteration 73Q: 3 clusters Score -2.686288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -26862878.000000 Penalty: 6071.497559
	Iteration 74Q: 3 clusters Score -2.686288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -26862878.000000 Penalty: 6071.497559
	Iteration 75Q: 3 clusters Score -2.686288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 205723 members 
Entering Unmasked Estep 
Score: -26862874.000000 Penalty: 6071.497559
	Iteration 76Q: 3 clusters Score -2.686287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 205725 members 
Entering Unmasked Estep 
Score: -26862876.000000 Penalty: 6071.497559
	Iteration 77Q: 3 clusters Score -2.686288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 205727 members 
Entering Unmasked Estep 
Score: -26862876.000000 Penalty: 6071.497559
	Iteration 78Q: 3 clusters Score -2.686288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 205728 members 
Entering Unmasked Estep 
Score: -26862870.000000 Penalty: 6071.497559
	Iteration 79Q: 3 clusters Score -2.686287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 205728 members 
Entering Unmasked Estep 
Score: -26862870.000000 Penalty: 6071.497559
	Iteration 80F: 3 clusters Score -2.686287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Entering Unmasked Estep 
Score: -21596138.000000 Penalty: 2981.759766
	Iteration 0F: 2 clusters Score -2.159614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -21485452.000000 Penalty: 5963.519531
	Iteration 0F: 3 clusters Score -2.148545e+07 nChanged 79778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -21532248.000000 Penalty: 5963.519531
	Iteration 1F: 3 clusters Score -2.153225e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -21533488.000000 Penalty: 5963.519531
	Iteration 2Q: 3 clusters Score -2.153349e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -21535544.000000 Penalty: 5963.519531
	Iteration 3Q: 3 clusters Score -2.153554e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -21538950.000000 Penalty: 5963.519531
	Iteration 4Q: 3 clusters Score -2.153895e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -21544736.000000 Penalty: 5963.519531
	Iteration 5F: 3 clusters Score -2.154474e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -21553568.000000 Penalty: 5963.519531
	Iteration 6F: 3 clusters Score -2.155357e+07 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -21564946.000000 Penalty: 5963.519531
	Iteration 7F: 3 clusters Score -2.156495e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -21575930.000000 Penalty: 5963.519531
	Iteration 8F: 3 clusters Score -2.157593e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144036 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -21583376.000000 Penalty: 5963.519531
	Iteration 9Q: 3 clusters Score -2.158338e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148167 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -21587394.000000 Penalty: 5963.519531
	Iteration 10Q: 3 clusters Score -2.158739e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -21589810.000000 Penalty: 5963.519531
	Iteration 11Q: 3 clusters Score -2.158981e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -21591120.000000 Penalty: 5963.519531
	Iteration 12Q: 3 clusters Score -2.159112e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -21591846.000000 Penalty: 5963.519531
	Iteration 13Q: 3 clusters Score -2.159185e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -21592538.000000 Penalty: 5963.519531
	Iteration 14Q: 3 clusters Score -2.159254e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -21592964.000000 Penalty: 5963.519531
	Iteration 15Q: 3 clusters Score -2.159296e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -21593218.000000 Penalty: 5963.519531
	Iteration 16Q: 3 clusters Score -2.159322e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158760 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -21593592.000000 Penalty: 5963.519531
	Iteration 17Q: 3 clusters Score -2.159359e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -21593800.000000 Penalty: 5963.519531
	Iteration 18Q: 3 clusters Score -2.15938e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -21594098.000000 Penalty: 5963.519531
	Iteration 19Q: 3 clusters Score -2.15941e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160554 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -21594156.000000 Penalty: 5963.519531
	Iteration 20F: 3 clusters Score -2.159416e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -21594246.000000 Penalty: 5963.519531
	Iteration 21Q: 3 clusters Score -2.159425e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -21594326.000000 Penalty: 5963.519531
	Iteration 22Q: 3 clusters Score -2.159433e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -21594330.000000 Penalty: 5963.519531
	Iteration 23Q: 3 clusters Score -2.159433e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161874 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21594366.000000 Penalty: 5963.519531
	Iteration 24Q: 3 clusters Score -2.159437e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -21594368.000000 Penalty: 5963.519531
	Iteration 25Q: 3 clusters Score -2.159437e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -21594408.000000 Penalty: 5963.519531
	Iteration 26Q: 3 clusters Score -2.159441e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -21594470.000000 Penalty: 5963.519531
	Iteration 27Q: 3 clusters Score -2.159447e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162576 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -21594494.000000 Penalty: 5963.519531
	Iteration 28Q: 3 clusters Score -2.159449e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21594532.000000 Penalty: 5963.519531
	Iteration 29Q: 3 clusters Score -2.159453e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21594510.000000 Penalty: 5963.519531
	Iteration 30Q: 3 clusters Score -2.159451e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21594506.000000 Penalty: 5963.519531
	Iteration 31Q: 3 clusters Score -2.159451e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -21594534.000000 Penalty: 5963.519531
	Iteration 32Q: 3 clusters Score -2.159453e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -21594516.000000 Penalty: 5963.519531
	Iteration 33Q: 3 clusters Score -2.159452e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163167 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -21594484.000000 Penalty: 5963.519531
	Iteration 34Q: 3 clusters Score -2.159448e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21594540.000000 Penalty: 5963.519531
	Iteration 35Q: 3 clusters Score -2.159454e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21594546.000000 Penalty: 5963.519531
	Iteration 36Q: 3 clusters Score -2.159455e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21594528.000000 Penalty: 5963.519531
	Iteration 37Q: 3 clusters Score -2.159453e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -21594500.000000 Penalty: 5963.519531
	Iteration 38Q: 3 clusters Score -2.15945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21594504.000000 Penalty: 5963.519531
	Iteration 39Q: 3 clusters Score -2.15945e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21594490.000000 Penalty: 5963.519531
	Iteration 40F: 3 clusters Score -2.159449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -21594470.000000 Penalty: 5963.519531
	Iteration 41Q: 3 clusters Score -2.159447e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21594490.000000 Penalty: 5963.519531
	Iteration 42Q: 3 clusters Score -2.159449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -21594478.000000 Penalty: 5963.519531
	Iteration 43Q: 3 clusters Score -2.159448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21594486.000000 Penalty: 5963.519531
	Iteration 44Q: 3 clusters Score -2.159449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163792 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21594500.000000 Penalty: 5963.519531
	Iteration 45Q: 3 clusters Score -2.15945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163819 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -21594494.000000 Penalty: 5963.519531
	Iteration 46Q: 3 clusters Score -2.159449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -21594490.000000 Penalty: 5963.519531
	Iteration 47Q: 3 clusters Score -2.159449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -21594498.000000 Penalty: 5963.519531
	Iteration 48Q: 3 clusters Score -2.15945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163872 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -21594484.000000 Penalty: 5963.519531
	Iteration 49Q: 3 clusters Score -2.159448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21594502.000000 Penalty: 5963.519531
	Iteration 50Q: 3 clusters Score -2.15945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21594484.000000 Penalty: 5963.519531
	Iteration 51Q: 3 clusters Score -2.159448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21594498.000000 Penalty: 5963.519531
	Iteration 52Q: 3 clusters Score -2.15945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -21594488.000000 Penalty: 5963.519531
	Iteration 53Q: 3 clusters Score -2.159449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21594492.000000 Penalty: 5963.519531
	Iteration 54Q: 3 clusters Score -2.159449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21594494.000000 Penalty: 5963.519531
	Iteration 55Q: 3 clusters Score -2.159449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -21594474.000000 Penalty: 5963.519531
	Iteration 56Q: 3 clusters Score -2.159447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21594454.000000 Penalty: 5963.519531
	Iteration 57Q: 3 clusters Score -2.159445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164006 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21594478.000000 Penalty: 5963.519531
	Iteration 58Q: 3 clusters Score -2.159448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21594480.000000 Penalty: 5963.519531
	Iteration 59Q: 3 clusters Score -2.159448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21594464.000000 Penalty: 5963.519531
	Iteration 60F: 3 clusters Score -2.159446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21594492.000000 Penalty: 5963.519531
	Iteration 61Q: 3 clusters Score -2.159449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21594504.000000 Penalty: 5963.519531
	Iteration 62Q: 3 clusters Score -2.15945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21594492.000000 Penalty: 5963.519531
	Iteration 63Q: 3 clusters Score -2.159449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21594500.000000 Penalty: 5963.519531
	Iteration 64Q: 3 clusters Score -2.15945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21594496.000000 Penalty: 5963.519531
	Iteration 65Q: 3 clusters Score -2.15945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164196 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21594488.000000 Penalty: 5963.519531
	Iteration 66Q: 3 clusters Score -2.159449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -21594478.000000 Penalty: 5963.519531
	Iteration 67Q: 3 clusters Score -2.159448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -21594496.000000 Penalty: 5963.519531
	Iteration 68Q: 3 clusters Score -2.15945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21594482.000000 Penalty: 5963.519531
	Iteration 69Q: 3 clusters Score -2.159448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21594498.000000 Penalty: 5963.519531
	Iteration 70Q: 3 clusters Score -2.15945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21594476.000000 Penalty: 5963.519531
	Iteration 71Q: 3 clusters Score -2.159448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21594472.000000 Penalty: 5963.519531
	Iteration 72Q: 3 clusters Score -2.159447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -21594474.000000 Penalty: 5963.519531
	Iteration 73Q: 3 clusters Score -2.159447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21594460.000000 Penalty: 5963.519531
	Iteration 74Q: 3 clusters Score -2.159446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21594474.000000 Penalty: 5963.519531
	Iteration 75Q: 3 clusters Score -2.159447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21594504.000000 Penalty: 5963.519531
	Iteration 76Q: 3 clusters Score -2.15945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21594506.000000 Penalty: 5963.519531
	Iteration 77Q: 3 clusters Score -2.159451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21594500.000000 Penalty: 5963.519531
	Iteration 78Q: 3 clusters Score -2.15945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21594518.000000 Penalty: 5963.519531
	Iteration 79Q: 3 clusters Score -2.159452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21594518.000000 Penalty: 5963.519531
	Iteration 80F: 3 clusters Score -2.159452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21594504.000000 Penalty: 5963.519531
	Iteration 81Q: 3 clusters Score -2.15945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21594504.000000 Penalty: 5963.519531
	Iteration 82Q: 3 clusters Score -2.15945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21594524.000000 Penalty: 5963.519531
	Iteration 83Q: 3 clusters Score -2.159452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164346 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21594512.000000 Penalty: 5963.519531
	Iteration 84Q: 3 clusters Score -2.159451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164356 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21594526.000000 Penalty: 5963.519531
	Iteration 85Q: 3 clusters Score -2.159453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21594548.000000 Penalty: 5963.519531
	Iteration 86Q: 3 clusters Score -2.159455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21594536.000000 Penalty: 5963.519531
	Iteration 87Q: 3 clusters Score -2.159454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21594542.000000 Penalty: 5963.519531
	Iteration 88Q: 3 clusters Score -2.159454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21594528.000000 Penalty: 5963.519531
	Iteration 89Q: 3 clusters Score -2.159453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21594536.000000 Penalty: 5963.519531
	Iteration 90Q: 3 clusters Score -2.159454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -21594530.000000 Penalty: 5963.519531
	Iteration 91Q: 3 clusters Score -2.159453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21594520.000000 Penalty: 5963.519531
	Iteration 92Q: 3 clusters Score -2.159452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -21594528.000000 Penalty: 5963.519531
	Iteration 93Q: 3 clusters Score -2.159453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164451 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -21594538.000000 Penalty: 5963.519531
	Iteration 94Q: 3 clusters Score -2.159454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164458 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21594526.000000 Penalty: 5963.519531
	Iteration 95Q: 3 clusters Score -2.159453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21594532.000000 Penalty: 5963.519531
	Iteration 96Q: 3 clusters Score -2.159453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21594532.000000 Penalty: 5963.519531
	Iteration 97F: 3 clusters Score -2.159453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100661.617188 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100661.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101032.031250 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101234.750000 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101234.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101394.640625 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101394.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101602.343750 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -101602.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101896.484375 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -101896.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102262.398438 Penalty: 3393.970947
	Iteration 6F: 3 clusters Score -102262.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102731.492188 Penalty: 3393.970947
	Iteration 7F: 3 clusters Score -102731.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103097.023438 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103192.953125 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -103193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103212.109375 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -103212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103226.007812 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -103226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103252.726562 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -103252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103285.093750 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -103285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103348.359375 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -103348.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103436.304688 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -103436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103454.109375 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -103454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103454.109375 Penalty: 3393.970947
	Iteration 17F: 3 clusters Score -103454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 207093 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 187119 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160530 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189763 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 161303 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 479 members 
Entering Unmasked Estep 
Score: -166417792.000000 Penalty: 83866.898438
Splitting cluster 10 changes total score from -166418800.000000 to -166417792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (187119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Entering Unmasked Estep 
Score: -23995004.000000 Penalty: 3010.595947
	Iteration 0F: 2 clusters Score -2.3995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -23871272.000000 Penalty: 6021.191895
	Iteration 0F: 3 clusters Score -2.387127e+07 nChanged 89641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -23924176.000000 Penalty: 6021.191895
	Iteration 1F: 3 clusters Score -2.392418e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -23926186.000000 Penalty: 6021.191895
	Iteration 2Q: 3 clusters Score -2.392619e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -23929758.000000 Penalty: 6021.191895
	Iteration 3Q: 3 clusters Score -2.392976e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -23936242.000000 Penalty: 6021.191895
	Iteration 4F: 3 clusters Score -2.393624e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -23947570.000000 Penalty: 6021.191895
	Iteration 5F: 3 clusters Score -2.394757e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133959 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -23963164.000000 Penalty: 6021.191895
	Iteration 6F: 3 clusters Score -2.396316e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -23979356.000000 Penalty: 6021.191895
	Iteration 7F: 3 clusters Score -2.397936e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -23987500.000000 Penalty: 6021.191895
	Iteration 8Q: 3 clusters Score -2.39875e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -23990000.000000 Penalty: 6021.191895
	Iteration 9Q: 3 clusters Score -2.399e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150799 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -23990954.000000 Penalty: 6021.191895
	Iteration 10Q: 3 clusters Score -2.399095e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -23991800.000000 Penalty: 6021.191895
	Iteration 11Q: 3 clusters Score -2.39918e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -23992252.000000 Penalty: 6021.191895
	Iteration 12Q: 3 clusters Score -2.399225e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -23992724.000000 Penalty: 6021.191895
	Iteration 13Q: 3 clusters Score -2.399272e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -23993116.000000 Penalty: 6021.191895
	Iteration 14Q: 3 clusters Score -2.399312e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -23993264.000000 Penalty: 6021.191895
	Iteration 15Q: 3 clusters Score -2.399326e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -23993480.000000 Penalty: 6021.191895
	Iteration 16Q: 3 clusters Score -2.399348e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -23993630.000000 Penalty: 6021.191895
	Iteration 17Q: 3 clusters Score -2.399363e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -23993822.000000 Penalty: 6021.191895
	Iteration 18Q: 3 clusters Score -2.399382e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -23993932.000000 Penalty: 6021.191895
	Iteration 19Q: 3 clusters Score -2.399393e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160726 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -23993944.000000 Penalty: 6021.191895
	Iteration 20F: 3 clusters Score -2.399394e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -23993932.000000 Penalty: 6021.191895
	Iteration 21Q: 3 clusters Score -2.399393e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -23993922.000000 Penalty: 6021.191895
	Iteration 22Q: 3 clusters Score -2.399392e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -23994098.000000 Penalty: 6021.191895
	Iteration 23Q: 3 clusters Score -2.39941e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -23994092.000000 Penalty: 6021.191895
	Iteration 24Q: 3 clusters Score -2.399409e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163544 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -23994244.000000 Penalty: 6021.191895
	Iteration 25Q: 3 clusters Score -2.399424e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -23994342.000000 Penalty: 6021.191895
	Iteration 26Q: 3 clusters Score -2.399434e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -23994354.000000 Penalty: 6021.191895
	Iteration 27Q: 3 clusters Score -2.399435e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -23994406.000000 Penalty: 6021.191895
	Iteration 28Q: 3 clusters Score -2.399441e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -23994518.000000 Penalty: 6021.191895
	Iteration 29Q: 3 clusters Score -2.399452e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166099 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -23994594.000000 Penalty: 6021.191895
	Iteration 30Q: 3 clusters Score -2.399459e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -23994628.000000 Penalty: 6021.191895
	Iteration 31Q: 3 clusters Score -2.399463e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -23994660.000000 Penalty: 6021.191895
	Iteration 32Q: 3 clusters Score -2.399466e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -23994620.000000 Penalty: 6021.191895
	Iteration 33Q: 3 clusters Score -2.399462e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -23994732.000000 Penalty: 6021.191895
	Iteration 34Q: 3 clusters Score -2.399473e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -23994704.000000 Penalty: 6021.191895
	Iteration 35Q: 3 clusters Score -2.39947e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -23994726.000000 Penalty: 6021.191895
	Iteration 36Q: 3 clusters Score -2.399473e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -23994700.000000 Penalty: 6021.191895
	Iteration 37Q: 3 clusters Score -2.39947e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -23994718.000000 Penalty: 6021.191895
	Iteration 38Q: 3 clusters Score -2.399472e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -23994748.000000 Penalty: 6021.191895
	Iteration 39Q: 3 clusters Score -2.399475e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169865 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -23994790.000000 Penalty: 6021.191895
	Iteration 40F: 3 clusters Score -2.399479e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -23994812.000000 Penalty: 6021.191895
	Iteration 41Q: 3 clusters Score -2.399481e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170447 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -23994820.000000 Penalty: 6021.191895
	Iteration 42Q: 3 clusters Score -2.399482e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170700 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 43Q: 3 clusters Score -2.399481e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -23994782.000000 Penalty: 6021.191895
	Iteration 44Q: 3 clusters Score -2.399478e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -23994798.000000 Penalty: 6021.191895
	Iteration 45Q: 3 clusters Score -2.39948e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -23994846.000000 Penalty: 6021.191895
	Iteration 46Q: 3 clusters Score -2.399485e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171528 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -23994868.000000 Penalty: 6021.191895
	Iteration 47Q: 3 clusters Score -2.399487e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -23994888.000000 Penalty: 6021.191895
	Iteration 48Q: 3 clusters Score -2.399489e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -23994912.000000 Penalty: 6021.191895
	Iteration 49Q: 3 clusters Score -2.399491e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -23994906.000000 Penalty: 6021.191895
	Iteration 50Q: 3 clusters Score -2.399491e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -23994942.000000 Penalty: 6021.191895
	Iteration 51Q: 3 clusters Score -2.399494e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -23994906.000000 Penalty: 6021.191895
	Iteration 52Q: 3 clusters Score -2.399491e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -23994946.000000 Penalty: 6021.191895
	Iteration 53Q: 3 clusters Score -2.399495e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -23994962.000000 Penalty: 6021.191895
	Iteration 54Q: 3 clusters Score -2.399496e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -23994944.000000 Penalty: 6021.191895
	Iteration 55Q: 3 clusters Score -2.399494e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -23994954.000000 Penalty: 6021.191895
	Iteration 56Q: 3 clusters Score -2.399495e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -23994920.000000 Penalty: 6021.191895
	Iteration 57Q: 3 clusters Score -2.399492e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173130 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -23994924.000000 Penalty: 6021.191895
	Iteration 58Q: 3 clusters Score -2.399492e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173274 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -23994890.000000 Penalty: 6021.191895
	Iteration 59Q: 3 clusters Score -2.399489e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -23994952.000000 Penalty: 6021.191895
	Iteration 60F: 3 clusters Score -2.399495e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -23994928.000000 Penalty: 6021.191895
	Iteration 61Q: 3 clusters Score -2.399493e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -23994954.000000 Penalty: 6021.191895
	Iteration 62Q: 3 clusters Score -2.399495e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -23994940.000000 Penalty: 6021.191895
	Iteration 63Q: 3 clusters Score -2.399494e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -23994944.000000 Penalty: 6021.191895
	Iteration 64Q: 3 clusters Score -2.399494e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174133 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -23994920.000000 Penalty: 6021.191895
	Iteration 65Q: 3 clusters Score -2.399492e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174277 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -23994954.000000 Penalty: 6021.191895
	Iteration 66Q: 3 clusters Score -2.399495e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -23994944.000000 Penalty: 6021.191895
	Iteration 67Q: 3 clusters Score -2.399494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174556 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -23994946.000000 Penalty: 6021.191895
	Iteration 68Q: 3 clusters Score -2.399495e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -23994898.000000 Penalty: 6021.191895
	Iteration 69Q: 3 clusters Score -2.39949e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -23994906.000000 Penalty: 6021.191895
	Iteration 70Q: 3 clusters Score -2.399491e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -23994876.000000 Penalty: 6021.191895
	Iteration 71Q: 3 clusters Score -2.399488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -23994874.000000 Penalty: 6021.191895
	Iteration 72Q: 3 clusters Score -2.399487e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -23994864.000000 Penalty: 6021.191895
	Iteration 73Q: 3 clusters Score -2.399486e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175197 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -23994886.000000 Penalty: 6021.191895
	Iteration 74Q: 3 clusters Score -2.399489e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -23994862.000000 Penalty: 6021.191895
	Iteration 75Q: 3 clusters Score -2.399486e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -23994862.000000 Penalty: 6021.191895
	Iteration 76Q: 3 clusters Score -2.399486e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175384 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -23994874.000000 Penalty: 6021.191895
	Iteration 77Q: 3 clusters Score -2.399487e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -23994864.000000 Penalty: 6021.191895
	Iteration 78Q: 3 clusters Score -2.399486e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -23994850.000000 Penalty: 6021.191895
	Iteration 79Q: 3 clusters Score -2.399485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -23994854.000000 Penalty: 6021.191895
	Iteration 80F: 3 clusters Score -2.399485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -23994842.000000 Penalty: 6021.191895
	Iteration 81Q: 3 clusters Score -2.399484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -23994834.000000 Penalty: 6021.191895
	Iteration 82Q: 3 clusters Score -2.399483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -23994810.000000 Penalty: 6021.191895
	Iteration 83Q: 3 clusters Score -2.399481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -23994828.000000 Penalty: 6021.191895
	Iteration 84Q: 3 clusters Score -2.399483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175789 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -23994818.000000 Penalty: 6021.191895
	Iteration 85Q: 3 clusters Score -2.399482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -23994790.000000 Penalty: 6021.191895
	Iteration 86Q: 3 clusters Score -2.399479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -23994778.000000 Penalty: 6021.191895
	Iteration 87Q: 3 clusters Score -2.399478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -23994810.000000 Penalty: 6021.191895
	Iteration 88Q: 3 clusters Score -2.399481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -23994800.000000 Penalty: 6021.191895
	Iteration 89Q: 3 clusters Score -2.39948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -23994802.000000 Penalty: 6021.191895
	Iteration 90Q: 3 clusters Score -2.39948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176001 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -23994810.000000 Penalty: 6021.191895
	Iteration 91Q: 3 clusters Score -2.399481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176033 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -23994836.000000 Penalty: 6021.191895
	Iteration 92Q: 3 clusters Score -2.399484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -23994858.000000 Penalty: 6021.191895
	Iteration 93Q: 3 clusters Score -2.399486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176093 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -23994870.000000 Penalty: 6021.191895
	Iteration 94Q: 3 clusters Score -2.399487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -23994844.000000 Penalty: 6021.191895
	Iteration 95Q: 3 clusters Score -2.399484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -23994818.000000 Penalty: 6021.191895
	Iteration 96Q: 3 clusters Score -2.399482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -23994830.000000 Penalty: 6021.191895
	Iteration 97Q: 3 clusters Score -2.399483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 98Q: 3 clusters Score -2.399481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -23994822.000000 Penalty: 6021.191895
	Iteration 99Q: 3 clusters Score -2.399482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -23994820.000000 Penalty: 6021.191895
	Iteration 100F: 3 clusters Score -2.399482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -23994784.000000 Penalty: 6021.191895
	Iteration 101Q: 3 clusters Score -2.399478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176368 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -23994798.000000 Penalty: 6021.191895
	Iteration 102Q: 3 clusters Score -2.39948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176395 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -23994796.000000 Penalty: 6021.191895
	Iteration 103Q: 3 clusters Score -2.39948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 104Q: 3 clusters Score -2.39948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -23994832.000000 Penalty: 6021.191895
	Iteration 105Q: 3 clusters Score -2.399483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 106Q: 3 clusters Score -2.399481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -23994822.000000 Penalty: 6021.191895
	Iteration 107Q: 3 clusters Score -2.399482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176547 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -23994808.000000 Penalty: 6021.191895
	Iteration 108Q: 3 clusters Score -2.399481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 109Q: 3 clusters Score -2.399481e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -23994772.000000 Penalty: 6021.191895
	Iteration 110Q: 3 clusters Score -2.399477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -23994768.000000 Penalty: 6021.191895
	Iteration 111Q: 3 clusters Score -2.399477e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176698 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 112Q: 3 clusters Score -2.39948e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176748 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -23994796.000000 Penalty: 6021.191895
	Iteration 113Q: 3 clusters Score -2.39948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176793 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 114Q: 3 clusters Score -2.39948e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -23994850.000000 Penalty: 6021.191895
	Iteration 115Q: 3 clusters Score -2.399485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176892 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -23994848.000000 Penalty: 6021.191895
	Iteration 116Q: 3 clusters Score -2.399485e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176941 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 117Q: 3 clusters Score -2.399481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176989 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -23994806.000000 Penalty: 6021.191895
	Iteration 118Q: 3 clusters Score -2.399481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -23994792.000000 Penalty: 6021.191895
	Iteration 119Q: 3 clusters Score -2.399479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -23994780.000000 Penalty: 6021.191895
	Iteration 120F: 3 clusters Score -2.399478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -23994800.000000 Penalty: 6021.191895
	Iteration 121Q: 3 clusters Score -2.39948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177160 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -23994812.000000 Penalty: 6021.191895
	Iteration 122Q: 3 clusters Score -2.399481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -23994828.000000 Penalty: 6021.191895
	Iteration 123Q: 3 clusters Score -2.399483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -23994806.000000 Penalty: 6021.191895
	Iteration 124Q: 3 clusters Score -2.399481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -23994810.000000 Penalty: 6021.191895
	Iteration 125Q: 3 clusters Score -2.399481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -23994822.000000 Penalty: 6021.191895
	Iteration 126Q: 3 clusters Score -2.399482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177398 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 127Q: 3 clusters Score -2.39948e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -23994814.000000 Penalty: 6021.191895
	Iteration 128Q: 3 clusters Score -2.399481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -23994822.000000 Penalty: 6021.191895
	Iteration 129Q: 3 clusters Score -2.399482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177526 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -23994822.000000 Penalty: 6021.191895
	Iteration 130Q: 3 clusters Score -2.399482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177556 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -23994844.000000 Penalty: 6021.191895
	Iteration 131Q: 3 clusters Score -2.399484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -23994820.000000 Penalty: 6021.191895
	Iteration 132Q: 3 clusters Score -2.399482e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 133Q: 3 clusters Score -2.39948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177661 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -23994818.000000 Penalty: 6021.191895
	Iteration 134Q: 3 clusters Score -2.399482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177685 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -23994804.000000 Penalty: 6021.191895
	Iteration 135Q: 3 clusters Score -2.39948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -23994792.000000 Penalty: 6021.191895
	Iteration 136Q: 3 clusters Score -2.399479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177720 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -23994782.000000 Penalty: 6021.191895
	Iteration 137Q: 3 clusters Score -2.399478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -23994782.000000 Penalty: 6021.191895
	Iteration 138Q: 3 clusters Score -2.399478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177754 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -23994788.000000 Penalty: 6021.191895
	Iteration 139Q: 3 clusters Score -2.399479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -23994786.000000 Penalty: 6021.191895
	Iteration 140F: 3 clusters Score -2.399479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -23994778.000000 Penalty: 6021.191895
	Iteration 141Q: 3 clusters Score -2.399478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177793 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -23994756.000000 Penalty: 6021.191895
	Iteration 142Q: 3 clusters Score -2.399476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -23994754.000000 Penalty: 6021.191895
	Iteration 143Q: 3 clusters Score -2.399475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177831 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -23994780.000000 Penalty: 6021.191895
	Iteration 144Q: 3 clusters Score -2.399478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -23994772.000000 Penalty: 6021.191895
	Iteration 145Q: 3 clusters Score -2.399477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177866 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -23994774.000000 Penalty: 6021.191895
	Iteration 146Q: 3 clusters Score -2.399477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -23994762.000000 Penalty: 6021.191895
	Iteration 147Q: 3 clusters Score -2.399476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -23994750.000000 Penalty: 6021.191895
	Iteration 148Q: 3 clusters Score -2.399475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -23994738.000000 Penalty: 6021.191895
	Iteration 149Q: 3 clusters Score -2.399474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -23994744.000000 Penalty: 6021.191895
	Iteration 150Q: 3 clusters Score -2.399474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -23994744.000000 Penalty: 6021.191895
	Iteration 151Q: 3 clusters Score -2.399474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -23994744.000000 Penalty: 6021.191895
	Iteration 152Q: 3 clusters Score -2.399474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -23994744.000000 Penalty: 6021.191895
	Iteration 153Q: 3 clusters Score -2.399474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -23994746.000000 Penalty: 6021.191895
	Iteration 154Q: 3 clusters Score -2.399475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -23994736.000000 Penalty: 6021.191895
	Iteration 155Q: 3 clusters Score -2.399474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177949 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -23994740.000000 Penalty: 6021.191895
	Iteration 156Q: 3 clusters Score -2.399474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -23994744.000000 Penalty: 6021.191895
	Iteration 157Q: 3 clusters Score -2.399474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177961 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -23994732.000000 Penalty: 6021.191895
	Iteration 158Q: 3 clusters Score -2.399473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -23994740.000000 Penalty: 6021.191895
	Iteration 159Q: 3 clusters Score -2.399474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -23994736.000000 Penalty: 6021.191895
	Iteration 160F: 3 clusters Score -2.399474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -23994724.000000 Penalty: 6021.191895
	Iteration 161Q: 3 clusters Score -2.399472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178004 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -23994730.000000 Penalty: 6021.191895
	Iteration 162Q: 3 clusters Score -2.399473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178012 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -23994722.000000 Penalty: 6021.191895
	Iteration 163Q: 3 clusters Score -2.399472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178023 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -23994704.000000 Penalty: 6021.191895
	Iteration 164Q: 3 clusters Score -2.39947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178037 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -23994706.000000 Penalty: 6021.191895
	Iteration 165Q: 3 clusters Score -2.399471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -23994716.000000 Penalty: 6021.191895
	Iteration 166Q: 3 clusters Score -2.399472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -23994714.000000 Penalty: 6021.191895
	Iteration 167Q: 3 clusters Score -2.399471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178069 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -23994716.000000 Penalty: 6021.191895
	Iteration 168Q: 3 clusters Score -2.399472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178074 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -23994710.000000 Penalty: 6021.191895
	Iteration 169Q: 3 clusters Score -2.399471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -23994712.000000 Penalty: 6021.191895
	Iteration 170Q: 3 clusters Score -2.399471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178086 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -23994712.000000 Penalty: 6021.191895
	Iteration 171Q: 3 clusters Score -2.399471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -23994682.000000 Penalty: 6021.191895
	Iteration 172Q: 3 clusters Score -2.399468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -23994694.000000 Penalty: 6021.191895
	Iteration 173Q: 3 clusters Score -2.399469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178125 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -23994684.000000 Penalty: 6021.191895
	Iteration 174Q: 3 clusters Score -2.399468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178134 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -23994670.000000 Penalty: 6021.191895
	Iteration 175Q: 3 clusters Score -2.399467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -23994636.000000 Penalty: 6021.191895
	Iteration 176Q: 3 clusters Score -2.399464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -23994644.000000 Penalty: 6021.191895
	Iteration 177Q: 3 clusters Score -2.399464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178155 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -23994636.000000 Penalty: 6021.191895
	Iteration 178Q: 3 clusters Score -2.399464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -23994640.000000 Penalty: 6021.191895
	Iteration 179Q: 3 clusters Score -2.399464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -23994642.000000 Penalty: 6021.191895
	Iteration 180F: 3 clusters Score -2.399464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -23994632.000000 Penalty: 6021.191895
	Iteration 181Q: 3 clusters Score -2.399463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178169 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -23994636.000000 Penalty: 6021.191895
	Iteration 182Q: 3 clusters Score -2.399464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -23994628.000000 Penalty: 6021.191895
	Iteration 183Q: 3 clusters Score -2.399463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178171 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -23994638.000000 Penalty: 6021.191895
	Iteration 184Q: 3 clusters Score -2.399464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178172 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -23994642.000000 Penalty: 6021.191895
	Iteration 185Q: 3 clusters Score -2.399464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -23994644.000000 Penalty: 6021.191895
	Iteration 186Q: 3 clusters Score -2.399464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -23994644.000000 Penalty: 6021.191895
	Iteration 187F: 3 clusters Score -2.399464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73774 members 
Entering Unmasked Estep 
Score: -9220985.000000 Penalty: 2779.772705
	Iteration 0F: 2 clusters Score -9220985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -9171374.000000 Penalty: 5559.545410
	Iteration 0F: 3 clusters Score -9171374 nChanged 34657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -9190821.000000 Penalty: 5559.545410
	Iteration 1F: 3 clusters Score -9190821 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -9191311.000000 Penalty: 5559.545410
	Iteration 2Q: 3 clusters Score -9191311 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -9191875.000000 Penalty: 5559.545410
	Iteration 3Q: 3 clusters Score -9191875 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -9192538.000000 Penalty: 5559.545410
	Iteration 4Q: 3 clusters Score -9192538 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -9193296.000000 Penalty: 5559.545410
	Iteration 5Q: 3 clusters Score -9193296 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -9194161.000000 Penalty: 5559.545410
	Iteration 6Q: 3 clusters Score -9194161 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9195233.000000 Penalty: 5559.545410
	Iteration 7Q: 3 clusters Score -9195233 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -9196401.000000 Penalty: 5559.545410
	Iteration 8Q: 3 clusters Score -9196401 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -9197820.000000 Penalty: 5559.545410
	Iteration 9Q: 3 clusters Score -9197820 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -9199174.000000 Penalty: 5559.545410
	Iteration 10Q: 3 clusters Score -9199174 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -9200589.000000 Penalty: 5559.545410
	Iteration 11Q: 3 clusters Score -9200589 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -9201839.000000 Penalty: 5559.545410
	Iteration 12Q: 3 clusters Score -9201839 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -9203354.000000 Penalty: 5559.545410
	Iteration 13Q: 3 clusters Score -9203354 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -9205177.000000 Penalty: 5559.545410
	Iteration 14Q: 3 clusters Score -9205177 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9206746.000000 Penalty: 5559.545410
	Iteration 15Q: 3 clusters Score -9206746 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -9207796.000000 Penalty: 5559.545410
	Iteration 16Q: 3 clusters Score -9207796 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -9208757.000000 Penalty: 5559.545410
	Iteration 17Q: 3 clusters Score -9208757 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -9209542.000000 Penalty: 5559.545410
	Iteration 18Q: 3 clusters Score -9209542 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -9210279.000000 Penalty: 5559.545410
	Iteration 19Q: 3 clusters Score -9210279 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -9210941.000000 Penalty: 5559.545410
	Iteration 20F: 3 clusters Score -9210941 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -9211462.000000 Penalty: 5559.545410
	Iteration 21Q: 3 clusters Score -9211462 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -9211954.000000 Penalty: 5559.545410
	Iteration 22Q: 3 clusters Score -9211954 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -9212410.000000 Penalty: 5559.545410
	Iteration 23Q: 3 clusters Score -9212410 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -9212834.000000 Penalty: 5559.545410
	Iteration 24Q: 3 clusters Score -9212834 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -9213202.000000 Penalty: 5559.545410
	Iteration 25Q: 3 clusters Score -9213202 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -9213614.000000 Penalty: 5559.545410
	Iteration 26Q: 3 clusters Score -9213614 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -9214067.000000 Penalty: 5559.545410
	Iteration 27Q: 3 clusters Score -9214067 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -9214594.000000 Penalty: 5559.545410
	Iteration 28Q: 3 clusters Score -9214594 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -9215162.000000 Penalty: 5559.545410
	Iteration 29Q: 3 clusters Score -9215162 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -9215697.000000 Penalty: 5559.545410
	Iteration 30Q: 3 clusters Score -9215697 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -9216211.000000 Penalty: 5559.545410
	Iteration 31Q: 3 clusters Score -9216211 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -9216667.000000 Penalty: 5559.545410
	Iteration 32Q: 3 clusters Score -9216667 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -9217086.000000 Penalty: 5559.545410
	Iteration 33Q: 3 clusters Score -9217086 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -9217456.000000 Penalty: 5559.545410
	Iteration 34Q: 3 clusters Score -9217456 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -9217717.000000 Penalty: 5559.545410
	Iteration 35Q: 3 clusters Score -9217717 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -9217956.000000 Penalty: 5559.545410
	Iteration 36Q: 3 clusters Score -9217956 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -9218191.000000 Penalty: 5559.545410
	Iteration 37Q: 3 clusters Score -9218191 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -9218462.000000 Penalty: 5559.545410
	Iteration 38Q: 3 clusters Score -9218462 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -9218651.000000 Penalty: 5559.545410
	Iteration 39Q: 3 clusters Score -9218651 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -9218814.000000 Penalty: 5559.545410
	Iteration 40F: 3 clusters Score -9218814 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9218995.000000 Penalty: 5559.545410
	Iteration 41Q: 3 clusters Score -9218995 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -9219098.000000 Penalty: 5559.545410
	Iteration 42Q: 3 clusters Score -9219098 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -9219175.000000 Penalty: 5559.545410
	Iteration 43Q: 3 clusters Score -9219175 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -9219270.000000 Penalty: 5559.545410
	Iteration 44Q: 3 clusters Score -9219270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -9219314.000000 Penalty: 5559.545410
	Iteration 45Q: 3 clusters Score -9219314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -9219360.000000 Penalty: 5559.545410
	Iteration 46Q: 3 clusters Score -9219360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -9219346.000000 Penalty: 5559.545410
	Iteration 47Q: 3 clusters Score -9219346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -9219381.000000 Penalty: 5559.545410
	Iteration 48Q: 3 clusters Score -9219381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -9219381.000000 Penalty: 5559.545410
	Iteration 49Q: 3 clusters Score -9219381 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9219389.000000 Penalty: 5559.545410
	Iteration 50Q: 3 clusters Score -9219389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -9219414.000000 Penalty: 5559.545410
	Iteration 51Q: 3 clusters Score -9219414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -9219434.000000 Penalty: 5559.545410
	Iteration 52Q: 3 clusters Score -9219434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -9219444.000000 Penalty: 5559.545410
	Iteration 53Q: 3 clusters Score -9219444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -9219476.000000 Penalty: 5559.545410
	Iteration 54Q: 3 clusters Score -9219476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -9219469.000000 Penalty: 5559.545410
	Iteration 55Q: 3 clusters Score -9219469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -9219488.000000 Penalty: 5559.545410
	Iteration 56Q: 3 clusters Score -9219488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9219499.000000 Penalty: 5559.545410
	Iteration 57Q: 3 clusters Score -9219499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -9219503.000000 Penalty: 5559.545410
	Iteration 58Q: 3 clusters Score -9219503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -9219507.000000 Penalty: 5559.545410
	Iteration 59Q: 3 clusters Score -9219507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9219526.000000 Penalty: 5559.545410
	Iteration 60F: 3 clusters Score -9219526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -9219531.000000 Penalty: 5559.545410
	Iteration 61Q: 3 clusters Score -9219531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -9219542.000000 Penalty: 5559.545410
	Iteration 62Q: 3 clusters Score -9219542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9219538.000000 Penalty: 5559.545410
	Iteration 63Q: 3 clusters Score -9219538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9219551.000000 Penalty: 5559.545410
	Iteration 64Q: 3 clusters Score -9219551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -9219557.000000 Penalty: 5559.545410
	Iteration 65Q: 3 clusters Score -9219557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -9219562.000000 Penalty: 5559.545410
	Iteration 66Q: 3 clusters Score -9219562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -9219573.000000 Penalty: 5559.545410
	Iteration 67Q: 3 clusters Score -9219573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -9219569.000000 Penalty: 5559.545410
	Iteration 68Q: 3 clusters Score -9219569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -9219577.000000 Penalty: 5559.545410
	Iteration 69Q: 3 clusters Score -9219577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -9219579.000000 Penalty: 5559.545410
	Iteration 70Q: 3 clusters Score -9219579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9219584.000000 Penalty: 5559.545410
	Iteration 71Q: 3 clusters Score -9219584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -9219590.000000 Penalty: 5559.545410
	Iteration 72Q: 3 clusters Score -9219590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -9219599.000000 Penalty: 5559.545410
	Iteration 73Q: 3 clusters Score -9219599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -9219581.000000 Penalty: 5559.545410
	Iteration 74Q: 3 clusters Score -9219581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -9219571.000000 Penalty: 5559.545410
	Iteration 75Q: 3 clusters Score -9219571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -9219568.000000 Penalty: 5559.545410
	Iteration 76Q: 3 clusters Score -9219568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9219582.000000 Penalty: 5559.545410
	Iteration 77Q: 3 clusters Score -9219582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9219571.000000 Penalty: 5559.545410
	Iteration 78Q: 3 clusters Score -9219571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9219583.000000 Penalty: 5559.545410
	Iteration 79Q: 3 clusters Score -9219583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -9219582.000000 Penalty: 5559.545410
	Iteration 80F: 3 clusters Score -9219582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -9219591.000000 Penalty: 5559.545410
	Iteration 81Q: 3 clusters Score -9219591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9219587.000000 Penalty: 5559.545410
	Iteration 82Q: 3 clusters Score -9219587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9219585.000000 Penalty: 5559.545410
	Iteration 83Q: 3 clusters Score -9219585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9219579.000000 Penalty: 5559.545410
	Iteration 84Q: 3 clusters Score -9219579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -9219575.000000 Penalty: 5559.545410
	Iteration 85Q: 3 clusters Score -9219575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -9219575.000000 Penalty: 5559.545410
	Iteration 86F: 3 clusters Score -9219575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Entering Unmasked Estep 
Score: -5822351.000000 Penalty: 2654.950195
	Iteration 0F: 2 clusters Score -5822351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5792309.500000 Penalty: 5309.900391
	Iteration 0F: 3 clusters Score -5792310 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5803496.500000 Penalty: 5309.900391
	Iteration 1F: 3 clusters Score -5803496 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5803884.500000 Penalty: 5309.900391
	Iteration 2Q: 3 clusters Score -5803884 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5804187.000000 Penalty: 5309.900391
	Iteration 3Q: 3 clusters Score -5804187 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5804443.500000 Penalty: 5309.900391
	Iteration 4Q: 3 clusters Score -5804444 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5804736.500000 Penalty: 5309.900391
	Iteration 5Q: 3 clusters Score -5804736 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5805020.500000 Penalty: 5309.900391
	Iteration 6Q: 3 clusters Score -5805020 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5805406.500000 Penalty: 5309.900391
	Iteration 7Q: 3 clusters Score -5805406 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -5805810.000000 Penalty: 5309.900391
	Iteration 8Q: 3 clusters Score -5805810 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5806312.000000 Penalty: 5309.900391
	Iteration 9Q: 3 clusters Score -5806312 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5807060.000000 Penalty: 5309.900391
	Iteration 10Q: 3 clusters Score -5807060 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5808142.000000 Penalty: 5309.900391
	Iteration 11Q: 3 clusters Score -5808142 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5809674.000000 Penalty: 5309.900391
	Iteration 12Q: 3 clusters Score -5809674 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5811464.500000 Penalty: 5309.900391
	Iteration 13F: 3 clusters Score -5811464 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5812818.500000 Penalty: 5309.900391
	Iteration 14F: 3 clusters Score -5812818 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5813462.000000 Penalty: 5309.900391
	Iteration 15Q: 3 clusters Score -5813462 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5813742.500000 Penalty: 5309.900391
	Iteration 16Q: 3 clusters Score -5813742 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -5813916.000000 Penalty: 5309.900391
	Iteration 17Q: 3 clusters Score -5813916 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5814033.000000 Penalty: 5309.900391
	Iteration 18Q: 3 clusters Score -5814033 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5814119.000000 Penalty: 5309.900391
	Iteration 19Q: 3 clusters Score -5814119 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5814185.500000 Penalty: 5309.900391
	Iteration 20F: 3 clusters Score -5814186 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5814271.500000 Penalty: 5309.900391
	Iteration 21Q: 3 clusters Score -5814272 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5814372.000000 Penalty: 5309.900391
	Iteration 22Q: 3 clusters Score -5814372 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5814444.000000 Penalty: 5309.900391
	Iteration 23Q: 3 clusters Score -5814444 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5814530.500000 Penalty: 5309.900391
	Iteration 24Q: 3 clusters Score -5814530 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5814617.500000 Penalty: 5309.900391
	Iteration 25Q: 3 clusters Score -5814618 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5814702.000000 Penalty: 5309.900391
	Iteration 26Q: 3 clusters Score -5814702 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5814767.000000 Penalty: 5309.900391
	Iteration 27Q: 3 clusters Score -5814767 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5814861.000000 Penalty: 5309.900391
	Iteration 28Q: 3 clusters Score -5814861 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5814964.500000 Penalty: 5309.900391
	Iteration 29Q: 3 clusters Score -5814964 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5815029.000000 Penalty: 5309.900391
	Iteration 30Q: 3 clusters Score -5815029 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5815110.500000 Penalty: 5309.900391
	Iteration 31Q: 3 clusters Score -5815110 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5815214.000000 Penalty: 5309.900391
	Iteration 32Q: 3 clusters Score -5815214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5815318.000000 Penalty: 5309.900391
	Iteration 33Q: 3 clusters Score -5815318 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5815403.500000 Penalty: 5309.900391
	Iteration 34Q: 3 clusters Score -5815404 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5815490.000000 Penalty: 5309.900391
	Iteration 35Q: 3 clusters Score -5815490 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5815604.000000 Penalty: 5309.900391
	Iteration 36Q: 3 clusters Score -5815604 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -5815724.000000 Penalty: 5309.900391
	Iteration 37Q: 3 clusters Score -5815724 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5815865.000000 Penalty: 5309.900391
	Iteration 38Q: 3 clusters Score -5815865 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -5816002.500000 Penalty: 5309.900391
	Iteration 39Q: 3 clusters Score -5816002 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5816128.000000 Penalty: 5309.900391
	Iteration 40F: 3 clusters Score -5816128 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5816255.500000 Penalty: 5309.900391
	Iteration 41Q: 3 clusters Score -5816256 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -5816384.500000 Penalty: 5309.900391
	Iteration 42Q: 3 clusters Score -5816384 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -5816567.000000 Penalty: 5309.900391
	Iteration 43Q: 3 clusters Score -5816567 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -5816737.500000 Penalty: 5309.900391
	Iteration 44Q: 3 clusters Score -5816738 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5816956.500000 Penalty: 5309.900391
	Iteration 45Q: 3 clusters Score -5816956 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5817160.500000 Penalty: 5309.900391
	Iteration 46Q: 3 clusters Score -5817160 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -5817360.000000 Penalty: 5309.900391
	Iteration 47Q: 3 clusters Score -5817360 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5817615.500000 Penalty: 5309.900391
	Iteration 48Q: 3 clusters Score -5817616 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5817836.000000 Penalty: 5309.900391
	Iteration 49Q: 3 clusters Score -5817836 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5818036.000000 Penalty: 5309.900391
	Iteration 50Q: 3 clusters Score -5818036 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5818233.000000 Penalty: 5309.900391
	Iteration 51Q: 3 clusters Score -5818233 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5818428.000000 Penalty: 5309.900391
	Iteration 52Q: 3 clusters Score -5818428 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5818604.500000 Penalty: 5309.900391
	Iteration 53Q: 3 clusters Score -5818604 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5818777.000000 Penalty: 5309.900391
	Iteration 54Q: 3 clusters Score -5818777 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5818971.500000 Penalty: 5309.900391
	Iteration 55Q: 3 clusters Score -5818972 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5819145.500000 Penalty: 5309.900391
	Iteration 56Q: 3 clusters Score -5819146 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5819299.000000 Penalty: 5309.900391
	Iteration 57Q: 3 clusters Score -5819299 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5819417.500000 Penalty: 5309.900391
	Iteration 58Q: 3 clusters Score -5819418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5819550.500000 Penalty: 5309.900391
	Iteration 59Q: 3 clusters Score -5819550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5819636.500000 Penalty: 5309.900391
	Iteration 60F: 3 clusters Score -5819636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5819717.000000 Penalty: 5309.900391
	Iteration 61Q: 3 clusters Score -5819717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5819779.500000 Penalty: 5309.900391
	Iteration 62Q: 3 clusters Score -5819780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5819829.000000 Penalty: 5309.900391
	Iteration 63Q: 3 clusters Score -5819829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5819857.500000 Penalty: 5309.900391
	Iteration 64Q: 3 clusters Score -5819858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5819907.000000 Penalty: 5309.900391
	Iteration 65Q: 3 clusters Score -5819907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5819931.000000 Penalty: 5309.900391
	Iteration 66Q: 3 clusters Score -5819931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5819960.000000 Penalty: 5309.900391
	Iteration 67Q: 3 clusters Score -5819960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5819980.500000 Penalty: 5309.900391
	Iteration 68Q: 3 clusters Score -5819980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5820001.000000 Penalty: 5309.900391
	Iteration 69Q: 3 clusters Score -5820001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5820023.000000 Penalty: 5309.900391
	Iteration 70Q: 3 clusters Score -5820023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5820037.500000 Penalty: 5309.900391
	Iteration 71Q: 3 clusters Score -5820038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5820051.500000 Penalty: 5309.900391
	Iteration 72Q: 3 clusters Score -5820052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5820060.500000 Penalty: 5309.900391
	Iteration 73Q: 3 clusters Score -5820060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5820063.000000 Penalty: 5309.900391
	Iteration 74Q: 3 clusters Score -5820063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5820076.500000 Penalty: 5309.900391
	Iteration 75Q: 3 clusters Score -5820076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5820082.500000 Penalty: 5309.900391
	Iteration 76Q: 3 clusters Score -5820082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5820086.500000 Penalty: 5309.900391
	Iteration 77Q: 3 clusters Score -5820086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5820091.500000 Penalty: 5309.900391
	Iteration 78Q: 3 clusters Score -5820092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5820095.500000 Penalty: 5309.900391
	Iteration 79Q: 3 clusters Score -5820096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5820105.000000 Penalty: 5309.900391
	Iteration 80F: 3 clusters Score -5820105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5820108.000000 Penalty: 5309.900391
	Iteration 81Q: 3 clusters Score -5820108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5820111.000000 Penalty: 5309.900391
	Iteration 82Q: 3 clusters Score -5820111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5820115.000000 Penalty: 5309.900391
	Iteration 83Q: 3 clusters Score -5820115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5820113.000000 Penalty: 5309.900391
	Iteration 84Q: 3 clusters Score -5820113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5820121.500000 Penalty: 5309.900391
	Iteration 85Q: 3 clusters Score -5820122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5820121.000000 Penalty: 5309.900391
	Iteration 86Q: 3 clusters Score -5820121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5820121.000000 Penalty: 5309.900391
	Iteration 87F: 3 clusters Score -5820121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1256738.625000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1256739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1248985.250000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1248985 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1251312.375000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1251312 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1251661.250000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1251661 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1251900.000000 Penalty: 4576.494629
	Iteration 3F: 3 clusters Score -1251900 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1252052.125000 Penalty: 4576.494629
	Iteration 4Q: 3 clusters Score -1252052 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1252191.250000 Penalty: 4576.494629
	Iteration 5Q: 3 clusters Score -1252191 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1252316.500000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1252316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1252434.500000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1252434 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1252544.250000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1252544 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1252673.875000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1252674 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1252831.750000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1252832 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1253006.000000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1253006 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1253201.750000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1253202 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1253423.625000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1253424 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1253643.375000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1253643 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1253853.375000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1253853 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1254017.250000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1254017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1254140.500000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1254140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1254277.000000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1254277 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1254377.125000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1254377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1254447.000000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1254447 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1254498.500000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1254498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1254557.875000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1254558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1254606.875000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1254607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1254646.875000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1254647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1254677.250000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1254677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1254699.250000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1254699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1254718.000000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1254718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1254737.500000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1254738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1254759.500000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1254760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1254773.875000 Penalty: 4576.494629
	Iteration 30Q: 3 clusters Score -1254774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1254787.625000 Penalty: 4576.494629
	Iteration 31Q: 3 clusters Score -1254788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1254799.625000 Penalty: 4576.494629
	Iteration 32Q: 3 clusters Score -1254800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1254808.125000 Penalty: 4576.494629
	Iteration 33Q: 3 clusters Score -1254808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1254815.375000 Penalty: 4576.494629
	Iteration 34Q: 3 clusters Score -1254815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1254822.625000 Penalty: 4576.494629
	Iteration 35Q: 3 clusters Score -1254823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1254826.500000 Penalty: 4576.494629
	Iteration 36Q: 3 clusters Score -1254826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1254829.625000 Penalty: 4576.494629
	Iteration 37Q: 3 clusters Score -1254830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1254833.250000 Penalty: 4576.494629
	Iteration 38Q: 3 clusters Score -1254833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1254837.625000 Penalty: 4576.494629
	Iteration 39Q: 3 clusters Score -1254838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1254836.750000 Penalty: 4576.494629
	Iteration 40F: 3 clusters Score -1254837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Entering Unmasked Estep 
Score: -20685526.000000 Penalty: 2972.586670
	Iteration 0F: 2 clusters Score -2.068553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -20578342.000000 Penalty: 5945.173340
	Iteration 0F: 3 clusters Score -2.057834e+07 nChanged 77206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -20623478.000000 Penalty: 5945.173340
	Iteration 1F: 3 clusters Score -2.062348e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -20624704.000000 Penalty: 5945.173340
	Iteration 2Q: 3 clusters Score -2.06247e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -20626618.000000 Penalty: 5945.173340
	Iteration 3Q: 3 clusters Score -2.062662e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -20629398.000000 Penalty: 5945.173340
	Iteration 4Q: 3 clusters Score -2.06294e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -20633874.000000 Penalty: 5945.173340
	Iteration 5Q: 3 clusters Score -2.063387e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -20640968.000000 Penalty: 5945.173340
	Iteration 6F: 3 clusters Score -2.064097e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -20650846.000000 Penalty: 5945.173340
	Iteration 7F: 3 clusters Score -2.065085e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -20660584.000000 Penalty: 5945.173340
	Iteration 8F: 3 clusters Score -2.066058e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -20666032.000000 Penalty: 5945.173340
	Iteration 9F: 3 clusters Score -2.066603e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -20668044.000000 Penalty: 5945.173340
	Iteration 10Q: 3 clusters Score -2.066804e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -20668898.000000 Penalty: 5945.173340
	Iteration 11Q: 3 clusters Score -2.06689e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -20669740.000000 Penalty: 5945.173340
	Iteration 12Q: 3 clusters Score -2.066974e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -20670676.000000 Penalty: 5945.173340
	Iteration 13Q: 3 clusters Score -2.067068e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -20671646.000000 Penalty: 5945.173340
	Iteration 14Q: 3 clusters Score -2.067165e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -20672650.000000 Penalty: 5945.173340
	Iteration 15Q: 3 clusters Score -2.067265e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -20673730.000000 Penalty: 5945.173340
	Iteration 16Q: 3 clusters Score -2.067373e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -20674490.000000 Penalty: 5945.173340
	Iteration 17Q: 3 clusters Score -2.067449e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -20675172.000000 Penalty: 5945.173340
	Iteration 18Q: 3 clusters Score -2.067517e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -20675612.000000 Penalty: 5945.173340
	Iteration 19Q: 3 clusters Score -2.067561e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -20675880.000000 Penalty: 5945.173340
	Iteration 20F: 3 clusters Score -2.067588e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -20676070.000000 Penalty: 5945.173340
	Iteration 21Q: 3 clusters Score -2.067607e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -20676192.000000 Penalty: 5945.173340
	Iteration 22Q: 3 clusters Score -2.067619e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -20676296.000000 Penalty: 5945.173340
	Iteration 23Q: 3 clusters Score -2.06763e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -20676358.000000 Penalty: 5945.173340
	Iteration 24Q: 3 clusters Score -2.067636e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -20676466.000000 Penalty: 5945.173340
	Iteration 25Q: 3 clusters Score -2.067647e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -20676516.000000 Penalty: 5945.173340
	Iteration 26Q: 3 clusters Score -2.067652e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -20676586.000000 Penalty: 5945.173340
	Iteration 27Q: 3 clusters Score -2.067659e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -20676626.000000 Penalty: 5945.173340
	Iteration 28Q: 3 clusters Score -2.067663e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -20676734.000000 Penalty: 5945.173340
	Iteration 29Q: 3 clusters Score -2.067673e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -20676828.000000 Penalty: 5945.173340
	Iteration 30Q: 3 clusters Score -2.067683e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -20676892.000000 Penalty: 5945.173340
	Iteration 31Q: 3 clusters Score -2.067689e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -20677020.000000 Penalty: 5945.173340
	Iteration 32Q: 3 clusters Score -2.067702e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -20677122.000000 Penalty: 5945.173340
	Iteration 33Q: 3 clusters Score -2.067712e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -20677182.000000 Penalty: 5945.173340
	Iteration 34Q: 3 clusters Score -2.067718e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -20677262.000000 Penalty: 5945.173340
	Iteration 35Q: 3 clusters Score -2.067726e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -20677308.000000 Penalty: 5945.173340
	Iteration 36Q: 3 clusters Score -2.067731e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -20677456.000000 Penalty: 5945.173340
	Iteration 37Q: 3 clusters Score -2.067746e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -20677518.000000 Penalty: 5945.173340
	Iteration 38Q: 3 clusters Score -2.067752e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -20677544.000000 Penalty: 5945.173340
	Iteration 39Q: 3 clusters Score -2.067754e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -20677674.000000 Penalty: 5945.173340
	Iteration 40F: 3 clusters Score -2.067767e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -20677736.000000 Penalty: 5945.173340
	Iteration 41Q: 3 clusters Score -2.067774e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -20677878.000000 Penalty: 5945.173340
	Iteration 42Q: 3 clusters Score -2.067788e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -20677884.000000 Penalty: 5945.173340
	Iteration 43Q: 3 clusters Score -2.067788e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -20678004.000000 Penalty: 5945.173340
	Iteration 44Q: 3 clusters Score -2.0678e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -20678110.000000 Penalty: 5945.173340
	Iteration 45Q: 3 clusters Score -2.067811e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -20678152.000000 Penalty: 5945.173340
	Iteration 46Q: 3 clusters Score -2.067815e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -20678196.000000 Penalty: 5945.173340
	Iteration 47Q: 3 clusters Score -2.06782e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -20678284.000000 Penalty: 5945.173340
	Iteration 48Q: 3 clusters Score -2.067828e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -20678396.000000 Penalty: 5945.173340
	Iteration 49Q: 3 clusters Score -2.06784e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -20678490.000000 Penalty: 5945.173340
	Iteration 50Q: 3 clusters Score -2.067849e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -20678560.000000 Penalty: 5945.173340
	Iteration 51Q: 3 clusters Score -2.067856e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -20678684.000000 Penalty: 5945.173340
	Iteration 52Q: 3 clusters Score -2.067868e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -20678812.000000 Penalty: 5945.173340
	Iteration 53Q: 3 clusters Score -2.067881e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -20678938.000000 Penalty: 5945.173340
	Iteration 54Q: 3 clusters Score -2.067894e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -20679034.000000 Penalty: 5945.173340
	Iteration 55Q: 3 clusters Score -2.067903e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -20679082.000000 Penalty: 5945.173340
	Iteration 56Q: 3 clusters Score -2.067908e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -20679150.000000 Penalty: 5945.173340
	Iteration 57Q: 3 clusters Score -2.067915e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -20679200.000000 Penalty: 5945.173340
	Iteration 58Q: 3 clusters Score -2.06792e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -20679268.000000 Penalty: 5945.173340
	Iteration 59Q: 3 clusters Score -2.067927e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -20679364.000000 Penalty: 5945.173340
	Iteration 60F: 3 clusters Score -2.067936e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -20679432.000000 Penalty: 5945.173340
	Iteration 61Q: 3 clusters Score -2.067943e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -20679530.000000 Penalty: 5945.173340
	Iteration 62Q: 3 clusters Score -2.067953e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -20679590.000000 Penalty: 5945.173340
	Iteration 63Q: 3 clusters Score -2.067959e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -20679676.000000 Penalty: 5945.173340
	Iteration 64Q: 3 clusters Score -2.067968e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -20679798.000000 Penalty: 5945.173340
	Iteration 65Q: 3 clusters Score -2.06798e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -20679848.000000 Penalty: 5945.173340
	Iteration 66Q: 3 clusters Score -2.067985e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -20679912.000000 Penalty: 5945.173340
	Iteration 67Q: 3 clusters Score -2.067991e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -20680024.000000 Penalty: 5945.173340
	Iteration 68Q: 3 clusters Score -2.068002e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -20680150.000000 Penalty: 5945.173340
	Iteration 69Q: 3 clusters Score -2.068015e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122114 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -20680188.000000 Penalty: 5945.173340
	Iteration 70Q: 3 clusters Score -2.068019e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -20680224.000000 Penalty: 5945.173340
	Iteration 71Q: 3 clusters Score -2.068022e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -20680322.000000 Penalty: 5945.173340
	Iteration 72Q: 3 clusters Score -2.068032e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123833 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -20680436.000000 Penalty: 5945.173340
	Iteration 73Q: 3 clusters Score -2.068044e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -20680540.000000 Penalty: 5945.173340
	Iteration 74Q: 3 clusters Score -2.068054e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -20680596.000000 Penalty: 5945.173340
	Iteration 75Q: 3 clusters Score -2.06806e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -20680666.000000 Penalty: 5945.173340
	Iteration 76Q: 3 clusters Score -2.068067e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -20680734.000000 Penalty: 5945.173340
	Iteration 77Q: 3 clusters Score -2.068073e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -20680848.000000 Penalty: 5945.173340
	Iteration 78Q: 3 clusters Score -2.068085e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -20680928.000000 Penalty: 5945.173340
	Iteration 79Q: 3 clusters Score -2.068093e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -20680980.000000 Penalty: 5945.173340
	Iteration 80F: 3 clusters Score -2.068098e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -20681010.000000 Penalty: 5945.173340
	Iteration 81Q: 3 clusters Score -2.068101e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -20681120.000000 Penalty: 5945.173340
	Iteration 82Q: 3 clusters Score -2.068112e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -20681144.000000 Penalty: 5945.173340
	Iteration 83Q: 3 clusters Score -2.068114e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -20681212.000000 Penalty: 5945.173340
	Iteration 84Q: 3 clusters Score -2.068121e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129917 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -20681326.000000 Penalty: 5945.173340
	Iteration 85Q: 3 clusters Score -2.068133e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -20681330.000000 Penalty: 5945.173340
	Iteration 86Q: 3 clusters Score -2.068133e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -20681424.000000 Penalty: 5945.173340
	Iteration 87Q: 3 clusters Score -2.068142e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -20681460.000000 Penalty: 5945.173340
	Iteration 88Q: 3 clusters Score -2.068146e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131920 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -20681604.000000 Penalty: 5945.173340
	Iteration 89Q: 3 clusters Score -2.06816e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132400 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -20681690.000000 Penalty: 5945.173340
	Iteration 90Q: 3 clusters Score -2.068169e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132899 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -20681760.000000 Penalty: 5945.173340
	Iteration 91Q: 3 clusters Score -2.068176e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -20681736.000000 Penalty: 5945.173340
	Iteration 92Q: 3 clusters Score -2.068174e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -20681796.000000 Penalty: 5945.173340
	Iteration 93Q: 3 clusters Score -2.06818e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -20681792.000000 Penalty: 5945.173340
	Iteration 94Q: 3 clusters Score -2.068179e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -20681844.000000 Penalty: 5945.173340
	Iteration 95Q: 3 clusters Score -2.068184e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -20681916.000000 Penalty: 5945.173340
	Iteration 96Q: 3 clusters Score -2.068192e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -20681990.000000 Penalty: 5945.173340
	Iteration 97Q: 3 clusters Score -2.068199e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -20682042.000000 Penalty: 5945.173340
	Iteration 98Q: 3 clusters Score -2.068204e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -20682118.000000 Penalty: 5945.173340
	Iteration 99Q: 3 clusters Score -2.068212e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137074 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -20682118.000000 Penalty: 5945.173340
	Iteration 100F: 3 clusters Score -2.068212e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -20682214.000000 Penalty: 5945.173340
	Iteration 101Q: 3 clusters Score -2.068221e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -20682250.000000 Penalty: 5945.173340
	Iteration 102Q: 3 clusters Score -2.068225e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -20682346.000000 Penalty: 5945.173340
	Iteration 103Q: 3 clusters Score -2.068235e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -20682350.000000 Penalty: 5945.173340
	Iteration 104Q: 3 clusters Score -2.068235e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -20682374.000000 Penalty: 5945.173340
	Iteration 105Q: 3 clusters Score -2.068237e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139481 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -20682440.000000 Penalty: 5945.173340
	Iteration 106Q: 3 clusters Score -2.068244e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -20682470.000000 Penalty: 5945.173340
	Iteration 107Q: 3 clusters Score -2.068247e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -20682558.000000 Penalty: 5945.173340
	Iteration 108Q: 3 clusters Score -2.068256e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -20682576.000000 Penalty: 5945.173340
	Iteration 109Q: 3 clusters Score -2.068258e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -20682544.000000 Penalty: 5945.173340
	Iteration 110Q: 3 clusters Score -2.068254e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -20682622.000000 Penalty: 5945.173340
	Iteration 111Q: 3 clusters Score -2.068262e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -20682650.000000 Penalty: 5945.173340
	Iteration 112Q: 3 clusters Score -2.068265e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -20682672.000000 Penalty: 5945.173340
	Iteration 113Q: 3 clusters Score -2.068267e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142039 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -20682682.000000 Penalty: 5945.173340
	Iteration 114Q: 3 clusters Score -2.068268e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -20682678.000000 Penalty: 5945.173340
	Iteration 115Q: 3 clusters Score -2.068268e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -20682700.000000 Penalty: 5945.173340
	Iteration 116Q: 3 clusters Score -2.06827e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -20682766.000000 Penalty: 5945.173340
	Iteration 117Q: 3 clusters Score -2.068277e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -20682810.000000 Penalty: 5945.173340
	Iteration 118Q: 3 clusters Score -2.068281e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -20682822.000000 Penalty: 5945.173340
	Iteration 119Q: 3 clusters Score -2.068282e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -20682896.000000 Penalty: 5945.173340
	Iteration 120F: 3 clusters Score -2.06829e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -20682906.000000 Penalty: 5945.173340
	Iteration 121Q: 3 clusters Score -2.068291e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -20682956.000000 Penalty: 5945.173340
	Iteration 122Q: 3 clusters Score -2.068296e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -20682984.000000 Penalty: 5945.173340
	Iteration 123Q: 3 clusters Score -2.068298e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -20682988.000000 Penalty: 5945.173340
	Iteration 124Q: 3 clusters Score -2.068299e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -20682978.000000 Penalty: 5945.173340
	Iteration 125Q: 3 clusters Score -2.068298e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -20682998.000000 Penalty: 5945.173340
	Iteration 126Q: 3 clusters Score -2.0683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -20683030.000000 Penalty: 5945.173340
	Iteration 127Q: 3 clusters Score -2.068303e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -20683070.000000 Penalty: 5945.173340
	Iteration 128Q: 3 clusters Score -2.068307e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -20683064.000000 Penalty: 5945.173340
	Iteration 129Q: 3 clusters Score -2.068306e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -20683088.000000 Penalty: 5945.173340
	Iteration 130Q: 3 clusters Score -2.068309e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145167 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -20683102.000000 Penalty: 5945.173340
	Iteration 131Q: 3 clusters Score -2.06831e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -20683118.000000 Penalty: 5945.173340
	Iteration 132Q: 3 clusters Score -2.068312e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -20683116.000000 Penalty: 5945.173340
	Iteration 133Q: 3 clusters Score -2.068312e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145586 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -20683074.000000 Penalty: 5945.173340
	Iteration 134Q: 3 clusters Score -2.068307e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 5945.173340
	Iteration 135Q: 3 clusters Score -2.06831e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -20683098.000000 Penalty: 5945.173340
	Iteration 136Q: 3 clusters Score -2.06831e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146036 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -20683090.000000 Penalty: 5945.173340
	Iteration 137Q: 3 clusters Score -2.068309e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -20683100.000000 Penalty: 5945.173340
	Iteration 138Q: 3 clusters Score -2.06831e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146306 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -20683122.000000 Penalty: 5945.173340
	Iteration 139Q: 3 clusters Score -2.068312e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146443 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -20683166.000000 Penalty: 5945.173340
	Iteration 140F: 3 clusters Score -2.068317e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -20683144.000000 Penalty: 5945.173340
	Iteration 141Q: 3 clusters Score -2.068314e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -20683152.000000 Penalty: 5945.173340
	Iteration 142Q: 3 clusters Score -2.068315e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -20683174.000000 Penalty: 5945.173340
	Iteration 143Q: 3 clusters Score -2.068317e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -20683168.000000 Penalty: 5945.173340
	Iteration 144Q: 3 clusters Score -2.068317e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147143 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -20683174.000000 Penalty: 5945.173340
	Iteration 145Q: 3 clusters Score -2.068317e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -20683198.000000 Penalty: 5945.173340
	Iteration 146Q: 3 clusters Score -2.06832e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -20683206.000000 Penalty: 5945.173340
	Iteration 147Q: 3 clusters Score -2.068321e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -20683216.000000 Penalty: 5945.173340
	Iteration 148Q: 3 clusters Score -2.068322e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -20683222.000000 Penalty: 5945.173340
	Iteration 149Q: 3 clusters Score -2.068322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147612 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -20683246.000000 Penalty: 5945.173340
	Iteration 150Q: 3 clusters Score -2.068325e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147682 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5945.173340
	Iteration 151Q: 3 clusters Score -2.068322e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -20683222.000000 Penalty: 5945.173340
	Iteration 152Q: 3 clusters Score -2.068322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5945.173340
	Iteration 153Q: 3 clusters Score -2.068324e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 5945.173340
	Iteration 154Q: 3 clusters Score -2.068321e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -20683214.000000 Penalty: 5945.173340
	Iteration 155Q: 3 clusters Score -2.068321e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -20683252.000000 Penalty: 5945.173340
	Iteration 156Q: 3 clusters Score -2.068325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -20683268.000000 Penalty: 5945.173340
	Iteration 157Q: 3 clusters Score -2.068327e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -20683304.000000 Penalty: 5945.173340
	Iteration 158Q: 3 clusters Score -2.06833e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -20683274.000000 Penalty: 5945.173340
	Iteration 159Q: 3 clusters Score -2.068327e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -20683308.000000 Penalty: 5945.173340
	Iteration 160F: 3 clusters Score -2.068331e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 5945.173340
	Iteration 161Q: 3 clusters Score -2.068332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -20683314.000000 Penalty: 5945.173340
	Iteration 162Q: 3 clusters Score -2.068331e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -20683292.000000 Penalty: 5945.173340
	Iteration 163Q: 3 clusters Score -2.068329e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -20683292.000000 Penalty: 5945.173340
	Iteration 164Q: 3 clusters Score -2.068329e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -20683284.000000 Penalty: 5945.173340
	Iteration 165Q: 3 clusters Score -2.068328e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -20683256.000000 Penalty: 5945.173340
	Iteration 166Q: 3 clusters Score -2.068326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -20683262.000000 Penalty: 5945.173340
	Iteration 167Q: 3 clusters Score -2.068326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -20683290.000000 Penalty: 5945.173340
	Iteration 168Q: 3 clusters Score -2.068329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -20683302.000000 Penalty: 5945.173340
	Iteration 169Q: 3 clusters Score -2.06833e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -20683316.000000 Penalty: 5945.173340
	Iteration 170Q: 3 clusters Score -2.068332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -20683354.000000 Penalty: 5945.173340
	Iteration 171Q: 3 clusters Score -2.068335e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149441 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -20683360.000000 Penalty: 5945.173340
	Iteration 172Q: 3 clusters Score -2.068336e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -20683362.000000 Penalty: 5945.173340
	Iteration 173Q: 3 clusters Score -2.068336e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149640 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -20683372.000000 Penalty: 5945.173340
	Iteration 174Q: 3 clusters Score -2.068337e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -20683364.000000 Penalty: 5945.173340
	Iteration 175Q: 3 clusters Score -2.068336e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -20683346.000000 Penalty: 5945.173340
	Iteration 176Q: 3 clusters Score -2.068335e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -20683346.000000 Penalty: 5945.173340
	Iteration 177Q: 3 clusters Score -2.068335e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -20683322.000000 Penalty: 5945.173340
	Iteration 178Q: 3 clusters Score -2.068332e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -20683322.000000 Penalty: 5945.173340
	Iteration 179Q: 3 clusters Score -2.068332e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -20683294.000000 Penalty: 5945.173340
	Iteration 180F: 3 clusters Score -2.068329e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -20683260.000000 Penalty: 5945.173340
	Iteration 181Q: 3 clusters Score -2.068326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -20683248.000000 Penalty: 5945.173340
	Iteration 182Q: 3 clusters Score -2.068325e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150521 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -20683282.000000 Penalty: 5945.173340
	Iteration 183Q: 3 clusters Score -2.068328e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -20683268.000000 Penalty: 5945.173340
	Iteration 184Q: 3 clusters Score -2.068327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -20683288.000000 Penalty: 5945.173340
	Iteration 185Q: 3 clusters Score -2.068329e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -20683274.000000 Penalty: 5945.173340
	Iteration 186Q: 3 clusters Score -2.068327e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -20683324.000000 Penalty: 5945.173340
	Iteration 187Q: 3 clusters Score -2.068332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -20683324.000000 Penalty: 5945.173340
	Iteration 188Q: 3 clusters Score -2.068332e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 5945.173340
	Iteration 189Q: 3 clusters Score -2.068332e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -20683316.000000 Penalty: 5945.173340
	Iteration 190Q: 3 clusters Score -2.068332e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 5945.173340
	Iteration 191Q: 3 clusters Score -2.06833e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -20683310.000000 Penalty: 5945.173340
	Iteration 192Q: 3 clusters Score -2.068331e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -20683274.000000 Penalty: 5945.173340
	Iteration 193Q: 3 clusters Score -2.068327e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -20683322.000000 Penalty: 5945.173340
	Iteration 194Q: 3 clusters Score -2.068332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -20683308.000000 Penalty: 5945.173340
	Iteration 195Q: 3 clusters Score -2.068331e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -20683352.000000 Penalty: 5945.173340
	Iteration 196Q: 3 clusters Score -2.068335e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -20683352.000000 Penalty: 5945.173340
	Iteration 197Q: 3 clusters Score -2.068335e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -20683336.000000 Penalty: 5945.173340
	Iteration 198Q: 3 clusters Score -2.068334e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151696 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -20683324.000000 Penalty: 5945.173340
	Iteration 199Q: 3 clusters Score -2.068332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -20683304.000000 Penalty: 5945.173340
	Iteration 200F: 3 clusters Score -2.06833e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 5945.173340
	Iteration 201Q: 3 clusters Score -2.06833e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 5945.173340
	Iteration 202Q: 3 clusters Score -2.06833e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151966 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -20683324.000000 Penalty: 5945.173340
	Iteration 203Q: 3 clusters Score -2.068332e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -20683332.000000 Penalty: 5945.173340
	Iteration 204Q: 3 clusters Score -2.068333e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -20683344.000000 Penalty: 5945.173340
	Iteration 205Q: 3 clusters Score -2.068334e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152174 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 5945.173340
	Iteration 206Q: 3 clusters Score -2.068332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152245 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -20683342.000000 Penalty: 5945.173340
	Iteration 207Q: 3 clusters Score -2.068334e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -20683356.000000 Penalty: 5945.173340
	Iteration 208Q: 3 clusters Score -2.068336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152367 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -20683366.000000 Penalty: 5945.173340
	Iteration 209Q: 3 clusters Score -2.068337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -20683364.000000 Penalty: 5945.173340
	Iteration 210Q: 3 clusters Score -2.068336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -20683386.000000 Penalty: 5945.173340
	Iteration 211Q: 3 clusters Score -2.068339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -20683370.000000 Penalty: 5945.173340
	Iteration 212Q: 3 clusters Score -2.068337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152579 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -20683374.000000 Penalty: 5945.173340
	Iteration 213Q: 3 clusters Score -2.068337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152646 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -20683340.000000 Penalty: 5945.173340
	Iteration 214Q: 3 clusters Score -2.068334e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -20683342.000000 Penalty: 5945.173340
	Iteration 215Q: 3 clusters Score -2.068334e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -20683344.000000 Penalty: 5945.173340
	Iteration 216Q: 3 clusters Score -2.068334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -20683328.000000 Penalty: 5945.173340
	Iteration 217Q: 3 clusters Score -2.068333e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5945.173340
	Iteration 218Q: 3 clusters Score -2.068332e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -20683364.000000 Penalty: 5945.173340
	Iteration 219Q: 3 clusters Score -2.068336e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -20683364.000000 Penalty: 5945.173340
	Iteration 220F: 3 clusters Score -2.068336e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -20683348.000000 Penalty: 5945.173340
	Iteration 221Q: 3 clusters Score -2.068335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -20683376.000000 Penalty: 5945.173340
	Iteration 222Q: 3 clusters Score -2.068338e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -20683374.000000 Penalty: 5945.173340
	Iteration 223Q: 3 clusters Score -2.068337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -20683412.000000 Penalty: 5945.173340
	Iteration 224Q: 3 clusters Score -2.068341e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -20683380.000000 Penalty: 5945.173340
	Iteration 225Q: 3 clusters Score -2.068338e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153496 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -20683404.000000 Penalty: 5945.173340
	Iteration 226Q: 3 clusters Score -2.06834e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153565 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -20683338.000000 Penalty: 5945.173340
	Iteration 227Q: 3 clusters Score -2.068334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5945.173340
	Iteration 228Q: 3 clusters Score -2.068332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5945.173340
	Iteration 229Q: 3 clusters Score -2.068332e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -20683314.000000 Penalty: 5945.173340
	Iteration 230Q: 3 clusters Score -2.068331e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -20683344.000000 Penalty: 5945.173340
	Iteration 231Q: 3 clusters Score -2.068334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5945.173340
	Iteration 232Q: 3 clusters Score -2.068332e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -20683334.000000 Penalty: 5945.173340
	Iteration 233Q: 3 clusters Score -2.068333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -20683340.000000 Penalty: 5945.173340
	Iteration 234Q: 3 clusters Score -2.068334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -20683320.000000 Penalty: 5945.173340
	Iteration 235Q: 3 clusters Score -2.068332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154033 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -20683318.000000 Penalty: 5945.173340
	Iteration 236Q: 3 clusters Score -2.068332e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -20683302.000000 Penalty: 5945.173340
	Iteration 237Q: 3 clusters Score -2.06833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -20683312.000000 Penalty: 5945.173340
	Iteration 238Q: 3 clusters Score -2.068331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -20683326.000000 Penalty: 5945.173340
	Iteration 239Q: 3 clusters Score -2.068333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -20683342.000000 Penalty: 5945.173340
	Iteration 240F: 3 clusters Score -2.068334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -20683326.000000 Penalty: 5945.173340
	Iteration 241Q: 3 clusters Score -2.068333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -20683286.000000 Penalty: 5945.173340
	Iteration 242Q: 3 clusters Score -2.068329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154277 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -20683272.000000 Penalty: 5945.173340
	Iteration 243Q: 3 clusters Score -2.068327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -20683300.000000 Penalty: 5945.173340
	Iteration 244Q: 3 clusters Score -2.06833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -20683288.000000 Penalty: 5945.173340
	Iteration 245Q: 3 clusters Score -2.068329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -20683268.000000 Penalty: 5945.173340
	Iteration 246Q: 3 clusters Score -2.068327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -20683286.000000 Penalty: 5945.173340
	Iteration 247Q: 3 clusters Score -2.068329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 5945.173340
	Iteration 248Q: 3 clusters Score -2.06833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -20683304.000000 Penalty: 5945.173340
	Iteration 249Q: 3 clusters Score -2.06833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -20683310.000000 Penalty: 5945.173340
	Iteration 250Q: 3 clusters Score -2.068331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -20683316.000000 Penalty: 5945.173340
	Iteration 251Q: 3 clusters Score -2.068332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -20683322.000000 Penalty: 5945.173340
	Iteration 252Q: 3 clusters Score -2.068332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -20683292.000000 Penalty: 5945.173340
	Iteration 253Q: 3 clusters Score -2.068329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154562 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -20683290.000000 Penalty: 5945.173340
	Iteration 254Q: 3 clusters Score -2.068329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -20683296.000000 Penalty: 5945.173340
	Iteration 255Q: 3 clusters Score -2.06833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -20683288.000000 Penalty: 5945.173340
	Iteration 256Q: 3 clusters Score -2.068329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -20683276.000000 Penalty: 5945.173340
	Iteration 257Q: 3 clusters Score -2.068328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -20683274.000000 Penalty: 5945.173340
	Iteration 258Q: 3 clusters Score -2.068327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -20683246.000000 Penalty: 5945.173340
	Iteration 259Q: 3 clusters Score -2.068325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154781 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5945.173340
	Iteration 260F: 3 clusters Score -2.068323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5945.173340
	Iteration 261Q: 3 clusters Score -2.068323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -20683256.000000 Penalty: 5945.173340
	Iteration 262Q: 3 clusters Score -2.068326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -20683234.000000 Penalty: 5945.173340
	Iteration 263Q: 3 clusters Score -2.068323e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -20683240.000000 Penalty: 5945.173340
	Iteration 264Q: 3 clusters Score -2.068324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -20683226.000000 Penalty: 5945.173340
	Iteration 265Q: 3 clusters Score -2.068323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5945.173340
	Iteration 266Q: 3 clusters Score -2.068322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -20683204.000000 Penalty: 5945.173340
	Iteration 267Q: 3 clusters Score -2.06832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -20683180.000000 Penalty: 5945.173340
	Iteration 268Q: 3 clusters Score -2.068318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -20683202.000000 Penalty: 5945.173340
	Iteration 269Q: 3 clusters Score -2.06832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -20683210.000000 Penalty: 5945.173340
	Iteration 270Q: 3 clusters Score -2.068321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -20683218.000000 Penalty: 5945.173340
	Iteration 271Q: 3 clusters Score -2.068322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -20683204.000000 Penalty: 5945.173340
	Iteration 272Q: 3 clusters Score -2.06832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -20683202.000000 Penalty: 5945.173340
	Iteration 273Q: 3 clusters Score -2.06832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155331 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5945.173340
	Iteration 274Q: 3 clusters Score -2.068322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -20683216.000000 Penalty: 5945.173340
	Iteration 275Q: 3 clusters Score -2.068322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5945.173340
	Iteration 276Q: 3 clusters Score -2.068322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5945.173340
	Iteration 277Q: 3 clusters Score -2.068324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155437 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20683242.000000 Penalty: 5945.173340
	Iteration 278Q: 3 clusters Score -2.068324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155446 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -20683250.000000 Penalty: 5945.173340
	Iteration 279Q: 3 clusters Score -2.068325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -20683254.000000 Penalty: 5945.173340
	Iteration 280F: 3 clusters Score -2.068325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -20683262.000000 Penalty: 5945.173340
	Iteration 281Q: 3 clusters Score -2.068326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -20683266.000000 Penalty: 5945.173340
	Iteration 282Q: 3 clusters Score -2.068327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -20683258.000000 Penalty: 5945.173340
	Iteration 283Q: 3 clusters Score -2.068326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5945.173340
	Iteration 284Q: 3 clusters Score -2.068323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -20683232.000000 Penalty: 5945.173340
	Iteration 285Q: 3 clusters Score -2.068323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -20683216.000000 Penalty: 5945.173340
	Iteration 286Q: 3 clusters Score -2.068322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -20683236.000000 Penalty: 5945.173340
	Iteration 287Q: 3 clusters Score -2.068324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5945.173340
	Iteration 288Q: 3 clusters Score -2.068323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 5945.173340
	Iteration 289Q: 3 clusters Score -2.068321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -20683206.000000 Penalty: 5945.173340
	Iteration 290Q: 3 clusters Score -2.068321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5945.173340
	Iteration 291Q: 3 clusters Score -2.068322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155778 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 5945.173340
	Iteration 292Q: 3 clusters Score -2.068321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -20683228.000000 Penalty: 5945.173340
	Iteration 293Q: 3 clusters Score -2.068323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -20683240.000000 Penalty: 5945.173340
	Iteration 294Q: 3 clusters Score -2.068324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -20683244.000000 Penalty: 5945.173340
	Iteration 295Q: 3 clusters Score -2.068324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20683222.000000 Penalty: 5945.173340
	Iteration 296Q: 3 clusters Score -2.068322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -20683214.000000 Penalty: 5945.173340
	Iteration 297Q: 3 clusters Score -2.068321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -20683220.000000 Penalty: 5945.173340
	Iteration 298Q: 3 clusters Score -2.068322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5945.173340
	Iteration 299Q: 3 clusters Score -2.068322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156002 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -20683230.000000 Penalty: 5945.173340
	Iteration 300F: 3 clusters Score -2.068323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -20683232.000000 Penalty: 5945.173340
	Iteration 301Q: 3 clusters Score -2.068323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -20683224.000000 Penalty: 5945.173340
	Iteration 302Q: 3 clusters Score -2.068322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -20683218.000000 Penalty: 5945.173340
	Iteration 303Q: 3 clusters Score -2.068322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -20683202.000000 Penalty: 5945.173340
	Iteration 304Q: 3 clusters Score -2.06832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -20683212.000000 Penalty: 5945.173340
	Iteration 305Q: 3 clusters Score -2.068321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156060 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -20683204.000000 Penalty: 5945.173340
	Iteration 306Q: 3 clusters Score -2.06832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20683208.000000 Penalty: 5945.173340
	Iteration 307Q: 3 clusters Score -2.068321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -20683202.000000 Penalty: 5945.173340
	Iteration 308Q: 3 clusters Score -2.06832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -20683216.000000 Penalty: 5945.173340
	Iteration 309Q: 3 clusters Score -2.068322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -20683214.000000 Penalty: 5945.173340
	Iteration 310Q: 3 clusters Score -2.068321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -20683214.000000 Penalty: 5945.173340
	Iteration 311F: 3 clusters Score -2.068321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Entering Unmasked Estep 
Score: -4451040.500000 Penalty: 2589.730713
	Iteration 0F: 2 clusters Score -4451040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4427594.500000 Penalty: 5179.461426
	Iteration 0F: 3 clusters Score -4427594 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4436134.500000 Penalty: 5179.461426
	Iteration 1F: 3 clusters Score -4436134 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4436586.500000 Penalty: 5179.461426
	Iteration 2Q: 3 clusters Score -4436586 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4436942.000000 Penalty: 5179.461426
	Iteration 3Q: 3 clusters Score -4436942 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4437272.500000 Penalty: 5179.461426
	Iteration 4Q: 3 clusters Score -4437272 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4437593.000000 Penalty: 5179.461426
	Iteration 5Q: 3 clusters Score -4437593 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4437897.500000 Penalty: 5179.461426
	Iteration 6Q: 3 clusters Score -4437898 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4438278.500000 Penalty: 5179.461426
	Iteration 7Q: 3 clusters Score -4438278 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4438686.500000 Penalty: 5179.461426
	Iteration 8Q: 3 clusters Score -4438686 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4439281.000000 Penalty: 5179.461426
	Iteration 9Q: 3 clusters Score -4439281 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4440161.000000 Penalty: 5179.461426
	Iteration 10Q: 3 clusters Score -4440161 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4441426.500000 Penalty: 5179.461426
	Iteration 11F: 3 clusters Score -4441426 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4443022.000000 Penalty: 5179.461426
	Iteration 12F: 3 clusters Score -4443022 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4444479.500000 Penalty: 5179.461426
	Iteration 13F: 3 clusters Score -4444480 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4445549.000000 Penalty: 5179.461426
	Iteration 14Q: 3 clusters Score -4445549 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4446181.500000 Penalty: 5179.461426
	Iteration 15Q: 3 clusters Score -4446182 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4446565.000000 Penalty: 5179.461426
	Iteration 16Q: 3 clusters Score -4446565 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4446777.500000 Penalty: 5179.461426
	Iteration 17Q: 3 clusters Score -4446778 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4446968.000000 Penalty: 5179.461426
	Iteration 18Q: 3 clusters Score -4446968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4447121.500000 Penalty: 5179.461426
	Iteration 19Q: 3 clusters Score -4447122 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4447273.000000 Penalty: 5179.461426
	Iteration 20F: 3 clusters Score -4447273 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4447391.500000 Penalty: 5179.461426
	Iteration 21Q: 3 clusters Score -4447392 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4447492.000000 Penalty: 5179.461426
	Iteration 22Q: 3 clusters Score -4447492 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4447591.500000 Penalty: 5179.461426
	Iteration 23Q: 3 clusters Score -4447592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4447673.500000 Penalty: 5179.461426
	Iteration 24Q: 3 clusters Score -4447674 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4447780.500000 Penalty: 5179.461426
	Iteration 25Q: 3 clusters Score -4447780 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4447864.000000 Penalty: 5179.461426
	Iteration 26Q: 3 clusters Score -4447864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4447956.000000 Penalty: 5179.461426
	Iteration 27Q: 3 clusters Score -4447956 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4448019.000000 Penalty: 5179.461426
	Iteration 28Q: 3 clusters Score -4448019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4448092.000000 Penalty: 5179.461426
	Iteration 29Q: 3 clusters Score -4448092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4448161.500000 Penalty: 5179.461426
	Iteration 30Q: 3 clusters Score -4448162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4448223.500000 Penalty: 5179.461426
	Iteration 31Q: 3 clusters Score -4448224 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4448292.500000 Penalty: 5179.461426
	Iteration 32Q: 3 clusters Score -4448292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4448349.500000 Penalty: 5179.461426
	Iteration 33Q: 3 clusters Score -4448350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4448390.500000 Penalty: 5179.461426
	Iteration 34Q: 3 clusters Score -4448390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4448434.000000 Penalty: 5179.461426
	Iteration 35Q: 3 clusters Score -4448434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4448457.000000 Penalty: 5179.461426
	Iteration 36Q: 3 clusters Score -4448457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4448498.000000 Penalty: 5179.461426
	Iteration 37Q: 3 clusters Score -4448498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4448537.500000 Penalty: 5179.461426
	Iteration 38Q: 3 clusters Score -4448538 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4448552.000000 Penalty: 5179.461426
	Iteration 39Q: 3 clusters Score -4448552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4448576.500000 Penalty: 5179.461426
	Iteration 40F: 3 clusters Score -4448576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4448602.500000 Penalty: 5179.461426
	Iteration 41Q: 3 clusters Score -4448602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4448623.500000 Penalty: 5179.461426
	Iteration 42Q: 3 clusters Score -4448624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4448653.500000 Penalty: 5179.461426
	Iteration 43Q: 3 clusters Score -4448654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4448665.000000 Penalty: 5179.461426
	Iteration 44Q: 3 clusters Score -4448665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4448681.500000 Penalty: 5179.461426
	Iteration 45Q: 3 clusters Score -4448682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4448705.500000 Penalty: 5179.461426
	Iteration 46Q: 3 clusters Score -4448706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4448730.500000 Penalty: 5179.461426
	Iteration 47Q: 3 clusters Score -4448730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4448728.500000 Penalty: 5179.461426
	Iteration 48Q: 3 clusters Score -4448728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4448740.500000 Penalty: 5179.461426
	Iteration 49Q: 3 clusters Score -4448740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4448757.000000 Penalty: 5179.461426
	Iteration 50Q: 3 clusters Score -4448757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4448761.500000 Penalty: 5179.461426
	Iteration 51Q: 3 clusters Score -4448762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4448784.500000 Penalty: 5179.461426
	Iteration 52Q: 3 clusters Score -4448784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -4448805.500000 Penalty: 5179.461426
	Iteration 53Q: 3 clusters Score -4448806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4448812.000000 Penalty: 5179.461426
	Iteration 54Q: 3 clusters Score -4448812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4448814.500000 Penalty: 5179.461426
	Iteration 55Q: 3 clusters Score -4448814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4448829.000000 Penalty: 5179.461426
	Iteration 56Q: 3 clusters Score -4448829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4448838.000000 Penalty: 5179.461426
	Iteration 57Q: 3 clusters Score -4448838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4448839.500000 Penalty: 5179.461426
	Iteration 58Q: 3 clusters Score -4448840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4448837.500000 Penalty: 5179.461426
	Iteration 59Q: 3 clusters Score -4448838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4448853.500000 Penalty: 5179.461426
	Iteration 60F: 3 clusters Score -4448854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4448855.000000 Penalty: 5179.461426
	Iteration 61Q: 3 clusters Score -4448855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4448867.500000 Penalty: 5179.461426
	Iteration 62Q: 3 clusters Score -4448868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4448879.500000 Penalty: 5179.461426
	Iteration 63Q: 3 clusters Score -4448880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4448904.000000 Penalty: 5179.461426
	Iteration 64Q: 3 clusters Score -4448904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4448919.500000 Penalty: 5179.461426
	Iteration 65Q: 3 clusters Score -4448920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4448920.000000 Penalty: 5179.461426
	Iteration 66Q: 3 clusters Score -4448920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4448916.500000 Penalty: 5179.461426
	Iteration 67Q: 3 clusters Score -4448916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4448915.000000 Penalty: 5179.461426
	Iteration 68Q: 3 clusters Score -4448915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4448916.500000 Penalty: 5179.461426
	Iteration 69Q: 3 clusters Score -4448916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4448920.000000 Penalty: 5179.461426
	Iteration 70Q: 3 clusters Score -4448920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4448922.500000 Penalty: 5179.461426
	Iteration 71Q: 3 clusters Score -4448922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4448928.000000 Penalty: 5179.461426
	Iteration 72Q: 3 clusters Score -4448928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4448929.500000 Penalty: 5179.461426
	Iteration 73Q: 3 clusters Score -4448930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4448931.500000 Penalty: 5179.461426
	Iteration 74Q: 3 clusters Score -4448932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4448925.500000 Penalty: 5179.461426
	Iteration 75Q: 3 clusters Score -4448926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4448923.500000 Penalty: 5179.461426
	Iteration 76Q: 3 clusters Score -4448924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4448927.500000 Penalty: 5179.461426
	Iteration 77Q: 3 clusters Score -4448928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4448929.500000 Penalty: 5179.461426
	Iteration 78Q: 3 clusters Score -4448930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4448929.000000 Penalty: 5179.461426
	Iteration 79Q: 3 clusters Score -4448929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4448925.000000 Penalty: 5179.461426
	Iteration 80F: 3 clusters Score -4448925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4448924.000000 Penalty: 5179.461426
	Iteration 81Q: 3 clusters Score -4448924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4448927.500000 Penalty: 5179.461426
	Iteration 82Q: 3 clusters Score -4448928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4448923.500000 Penalty: 5179.461426
	Iteration 83Q: 3 clusters Score -4448924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4448929.000000 Penalty: 5179.461426
	Iteration 84Q: 3 clusters Score -4448929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4448925.500000 Penalty: 5179.461426
	Iteration 85Q: 3 clusters Score -4448926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4448929.000000 Penalty: 5179.461426
	Iteration 86Q: 3 clusters Score -4448929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4448928.500000 Penalty: 5179.461426
	Iteration 87Q: 3 clusters Score -4448928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4448931.000000 Penalty: 5179.461426
	Iteration 88Q: 3 clusters Score -4448931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4448933.500000 Penalty: 5179.461426
	Iteration 89Q: 3 clusters Score -4448934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4448929.000000 Penalty: 5179.461426
	Iteration 90Q: 3 clusters Score -4448929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4448934.500000 Penalty: 5179.461426
	Iteration 91Q: 3 clusters Score -4448934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4448938.000000 Penalty: 5179.461426
	Iteration 92Q: 3 clusters Score -4448938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4448938.000000 Penalty: 5179.461426
	Iteration 93F: 3 clusters Score -4448938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85597.171875 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -85597.17 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: -83879.437500 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -83879.44 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84230.804688 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -84230.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84448.187500 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -84448.19 nChanged 36
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: -84601.437500 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -84601.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84687.968750 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -84687.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84780.804688 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -84780.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84862.625000 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -84862.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84974.390625 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -84974.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85078.609375 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -85078.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85239.656250 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -85239.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85360.710938 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -85360.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85495.117188 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -85495.12 nChanged 31
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: -85617.710938 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -85617.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85702.234375 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -85702.23 nChanged 4
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: -85711.054688 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -85711.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85715.625000 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -85715.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85719.992188 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -85719.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85719.992188 Penalty: 3302.373535
	Iteration 17F: 3 clusters Score -85719.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 207093 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187119 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160530 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 189763 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 161303 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 453 members 
Entering Unmasked Estep 
Score: -166416832.000000 Penalty: 83866.898438
Splitting cluster 17 changes total score from -166418800.000000 to -166416832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (189763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Entering Unmasked Estep 
Score: -24608430.000000 Penalty: 3014.075684
	Iteration 0F: 2 clusters Score -2.460843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -24486978.000000 Penalty: 6028.151367
	Iteration 0F: 3 clusters Score -2.448698e+07 nChanged 91159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -24539816.000000 Penalty: 6028.151367
	Iteration 1F: 3 clusters Score -2.453982e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -24541050.000000 Penalty: 6028.151367
	Iteration 2Q: 3 clusters Score -2.454105e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -24542722.000000 Penalty: 6028.151367
	Iteration 3Q: 3 clusters Score -2.454272e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -24544986.000000 Penalty: 6028.151367
	Iteration 4Q: 3 clusters Score -2.454499e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -24548156.000000 Penalty: 6028.151367
	Iteration 5Q: 3 clusters Score -2.454816e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -24553496.000000 Penalty: 6028.151367
	Iteration 6F: 3 clusters Score -2.45535e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -24561620.000000 Penalty: 6028.151367
	Iteration 7F: 3 clusters Score -2.456162e+07 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147493 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -24573696.000000 Penalty: 6028.151367
	Iteration 8F: 3 clusters Score -2.45737e+07 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162037 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -24586832.000000 Penalty: 6028.151367
	Iteration 9F: 3 clusters Score -2.458683e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173460 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -24596756.000000 Penalty: 6028.151367
	Iteration 10F: 3 clusters Score -2.459676e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180448 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -24601484.000000 Penalty: 6028.151367
	Iteration 11Q: 3 clusters Score -2.460148e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -24603782.000000 Penalty: 6028.151367
	Iteration 12Q: 3 clusters Score -2.460378e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186439 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -24604818.000000 Penalty: 6028.151367
	Iteration 13Q: 3 clusters Score -2.460482e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24605374.000000 Penalty: 6028.151367
	Iteration 14Q: 3 clusters Score -2.460537e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188054 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24605688.000000 Penalty: 6028.151367
	Iteration 15Q: 3 clusters Score -2.460569e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188377 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -24605846.000000 Penalty: 6028.151367
	Iteration 16Q: 3 clusters Score -2.460585e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188571 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24605908.000000 Penalty: 6028.151367
	Iteration 17Q: 3 clusters Score -2.460591e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24605936.000000 Penalty: 6028.151367
	Iteration 18Q: 3 clusters Score -2.460594e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188775 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24605988.000000 Penalty: 6028.151367
	Iteration 19Q: 3 clusters Score -2.460599e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188828 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -24605998.000000 Penalty: 6028.151367
	Iteration 20F: 3 clusters Score -2.4606e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188865 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -24606042.000000 Penalty: 6028.151367
	Iteration 21Q: 3 clusters Score -2.460604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188895 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -24606066.000000 Penalty: 6028.151367
	Iteration 22Q: 3 clusters Score -2.460607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -24606050.000000 Penalty: 6028.151367
	Iteration 23Q: 3 clusters Score -2.460605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -24606070.000000 Penalty: 6028.151367
	Iteration 24Q: 3 clusters Score -2.460607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188960 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -24606068.000000 Penalty: 6028.151367
	Iteration 25Q: 3 clusters Score -2.460607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188972 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -24606092.000000 Penalty: 6028.151367
	Iteration 26Q: 3 clusters Score -2.460609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -24606088.000000 Penalty: 6028.151367
	Iteration 27Q: 3 clusters Score -2.460609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -24606086.000000 Penalty: 6028.151367
	Iteration 28Q: 3 clusters Score -2.460609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -24606084.000000 Penalty: 6028.151367
	Iteration 29Q: 3 clusters Score -2.460608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24606094.000000 Penalty: 6028.151367
	Iteration 30Q: 3 clusters Score -2.460609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24606104.000000 Penalty: 6028.151367
	Iteration 31Q: 3 clusters Score -2.46061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -24606122.000000 Penalty: 6028.151367
	Iteration 32Q: 3 clusters Score -2.460612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24606122.000000 Penalty: 6028.151367
	Iteration 33Q: 3 clusters Score -2.460612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24606126.000000 Penalty: 6028.151367
	Iteration 34Q: 3 clusters Score -2.460613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24606118.000000 Penalty: 6028.151367
	Iteration 35Q: 3 clusters Score -2.460612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24606126.000000 Penalty: 6028.151367
	Iteration 36Q: 3 clusters Score -2.460613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24606124.000000 Penalty: 6028.151367
	Iteration 37Q: 3 clusters Score -2.460612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24606122.000000 Penalty: 6028.151367
	Iteration 38Q: 3 clusters Score -2.460612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24606122.000000 Penalty: 6028.151367
	Iteration 39F: 3 clusters Score -2.460612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -940751.500000 Penalty: 2219.957031
	Iteration 0F: 2 clusters Score -940751.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -934477.125000 Penalty: 4439.914062
	Iteration 0F: 3 clusters Score -934477.1 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -936300.437500 Penalty: 4439.914062
	Iteration 1F: 3 clusters Score -936300.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -936606.562500 Penalty: 4439.914062
	Iteration 2F: 3 clusters Score -936606.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -936816.437500 Penalty: 4439.914062
	Iteration 3Q: 3 clusters Score -936816.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -937016.187500 Penalty: 4439.914062
	Iteration 4Q: 3 clusters Score -937016.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -937232.312500 Penalty: 4439.914062
	Iteration 5Q: 3 clusters Score -937232.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -937430.625000 Penalty: 4439.914062
	Iteration 6Q: 3 clusters Score -937430.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -937585.750000 Penalty: 4439.914062
	Iteration 7Q: 3 clusters Score -937585.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -937743.437500 Penalty: 4439.914062
	Iteration 8Q: 3 clusters Score -937743.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -937904.062500 Penalty: 4439.914062
	Iteration 9Q: 3 clusters Score -937904.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -938068.500000 Penalty: 4439.914062
	Iteration 10Q: 3 clusters Score -938068.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -938251.812500 Penalty: 4439.914062
	Iteration 11Q: 3 clusters Score -938251.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -938413.312500 Penalty: 4439.914062
	Iteration 12Q: 3 clusters Score -938413.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -938563.937500 Penalty: 4439.914062
	Iteration 13Q: 3 clusters Score -938563.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -938698.875000 Penalty: 4439.914062
	Iteration 14Q: 3 clusters Score -938698.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -938851.312500 Penalty: 4439.914062
	Iteration 15Q: 3 clusters Score -938851.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -938965.000000 Penalty: 4439.914062
	Iteration 16Q: 3 clusters Score -938965 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -939048.000000 Penalty: 4439.914062
	Iteration 17Q: 3 clusters Score -939048 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -939131.812500 Penalty: 4439.914062
	Iteration 18Q: 3 clusters Score -939131.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -939203.062500 Penalty: 4439.914062
	Iteration 19Q: 3 clusters Score -939203.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -939260.187500 Penalty: 4439.914062
	Iteration 20F: 3 clusters Score -939260.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -939320.500000 Penalty: 4439.914062
	Iteration 21Q: 3 clusters Score -939320.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -939376.000000 Penalty: 4439.914062
	Iteration 22Q: 3 clusters Score -939376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -939430.125000 Penalty: 4439.914062
	Iteration 23Q: 3 clusters Score -939430.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -939480.437500 Penalty: 4439.914062
	Iteration 24Q: 3 clusters Score -939480.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -939501.750000 Penalty: 4439.914062
	Iteration 25Q: 3 clusters Score -939501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -939516.500000 Penalty: 4439.914062
	Iteration 26Q: 3 clusters Score -939516.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -939524.687500 Penalty: 4439.914062
	Iteration 27Q: 3 clusters Score -939524.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -939528.062500 Penalty: 4439.914062
	Iteration 28Q: 3 clusters Score -939528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -939533.125000 Penalty: 4439.914062
	Iteration 29Q: 3 clusters Score -939533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -939539.937500 Penalty: 4439.914062
	Iteration 30Q: 3 clusters Score -939539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -939545.937500 Penalty: 4439.914062
	Iteration 31Q: 3 clusters Score -939545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -939547.687500 Penalty: 4439.914062
	Iteration 32Q: 3 clusters Score -939547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -939547.125000 Penalty: 4439.914062
	Iteration 33Q: 3 clusters Score -939547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -939548.875000 Penalty: 4439.914062
	Iteration 34Q: 3 clusters Score -939548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -939552.250000 Penalty: 4439.914062
	Iteration 35Q: 3 clusters Score -939552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -939552.250000 Penalty: 4439.914062
	Iteration 36F: 3 clusters Score -939552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -932044.625000 Penalty: 2203.795166
	Iteration 0F: 2 clusters Score -932044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -926144.937500 Penalty: 4407.590332
	Iteration 0F: 3 clusters Score -926144.9 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -927747.812500 Penalty: 4407.590332
	Iteration 1F: 3 clusters Score -927747.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -928086.375000 Penalty: 4407.590332
	Iteration 2F: 3 clusters Score -928086.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -928361.250000 Penalty: 4407.590332
	Iteration 3F: 3 clusters Score -928361.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -928605.875000 Penalty: 4407.590332
	Iteration 4Q: 3 clusters Score -928605.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -928819.812500 Penalty: 4407.590332
	Iteration 5Q: 3 clusters Score -928819.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -929028.687500 Penalty: 4407.590332
	Iteration 6Q: 3 clusters Score -929028.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -929237.125000 Penalty: 4407.590332
	Iteration 7Q: 3 clusters Score -929237.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -929425.812500 Penalty: 4407.590332
	Iteration 8Q: 3 clusters Score -929425.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -929642.750000 Penalty: 4407.590332
	Iteration 9Q: 3 clusters Score -929642.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -929834.437500 Penalty: 4407.590332
	Iteration 10Q: 3 clusters Score -929834.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -929992.562500 Penalty: 4407.590332
	Iteration 11Q: 3 clusters Score -929992.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -930118.125000 Penalty: 4407.590332
	Iteration 12Q: 3 clusters Score -930118.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -930216.187500 Penalty: 4407.590332
	Iteration 13Q: 3 clusters Score -930216.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -930292.562500 Penalty: 4407.590332
	Iteration 14Q: 3 clusters Score -930292.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -930351.500000 Penalty: 4407.590332
	Iteration 15Q: 3 clusters Score -930351.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -930397.375000 Penalty: 4407.590332
	Iteration 16Q: 3 clusters Score -930397.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -930428.312500 Penalty: 4407.590332
	Iteration 17Q: 3 clusters Score -930428.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -930449.500000 Penalty: 4407.590332
	Iteration 18Q: 3 clusters Score -930449.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -930463.750000 Penalty: 4407.590332
	Iteration 19Q: 3 clusters Score -930463.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -930476.812500 Penalty: 4407.590332
	Iteration 20F: 3 clusters Score -930476.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -930492.812500 Penalty: 4407.590332
	Iteration 21Q: 3 clusters Score -930492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -930496.937500 Penalty: 4407.590332
	Iteration 22Q: 3 clusters Score -930496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -930501.812500 Penalty: 4407.590332
	Iteration 23Q: 3 clusters Score -930501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -930504.000000 Penalty: 4407.590332
	Iteration 24Q: 3 clusters Score -930504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -930512.875000 Penalty: 4407.590332
	Iteration 25Q: 3 clusters Score -930512.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -930513.750000 Penalty: 4407.590332
	Iteration 26Q: 3 clusters Score -930513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -930516.500000 Penalty: 4407.590332
	Iteration 27Q: 3 clusters Score -930516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -930517.312500 Penalty: 4407.590332
	Iteration 28Q: 3 clusters Score -930517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -930518.500000 Penalty: 4407.590332
	Iteration 29Q: 3 clusters Score -930518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -930516.625000 Penalty: 4407.590332
	Iteration 30Q: 3 clusters Score -930516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -930518.562500 Penalty: 4407.590332
	Iteration 31Q: 3 clusters Score -930518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -930520.000000 Penalty: 4407.590332
	Iteration 32Q: 3 clusters Score -930520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -930520.687500 Penalty: 4407.590332
	Iteration 33Q: 3 clusters Score -930520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -930525.937500 Penalty: 4407.590332
	Iteration 34Q: 3 clusters Score -930525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -930528.750000 Penalty: 4407.590332
	Iteration 35Q: 3 clusters Score -930528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -930531.187500 Penalty: 4407.590332
	Iteration 36Q: 3 clusters Score -930531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -930535.312500 Penalty: 4407.590332
	Iteration 37Q: 3 clusters Score -930535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -930539.312500 Penalty: 4407.590332
	Iteration 38Q: 3 clusters Score -930539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -930543.062500 Penalty: 4407.590332
	Iteration 39Q: 3 clusters Score -930543.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -930554.375000 Penalty: 4407.590332
	Iteration 40F: 3 clusters Score -930554.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -930563.250000 Penalty: 4407.590332
	Iteration 41Q: 3 clusters Score -930563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -930572.062500 Penalty: 4407.590332
	Iteration 42Q: 3 clusters Score -930572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -930577.375000 Penalty: 4407.590332
	Iteration 43Q: 3 clusters Score -930577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -930583.625000 Penalty: 4407.590332
	Iteration 44Q: 3 clusters Score -930583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -930585.437500 Penalty: 4407.590332
	Iteration 45Q: 3 clusters Score -930585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -930586.750000 Penalty: 4407.590332
	Iteration 46Q: 3 clusters Score -930586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -930589.125000 Penalty: 4407.590332
	Iteration 47Q: 3 clusters Score -930589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -930591.125000 Penalty: 4407.590332
	Iteration 48Q: 3 clusters Score -930591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -930592.250000 Penalty: 4407.590332
	Iteration 49Q: 3 clusters Score -930592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -930595.312500 Penalty: 4407.590332
	Iteration 50Q: 3 clusters Score -930595.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -930603.062500 Penalty: 4407.590332
	Iteration 51Q: 3 clusters Score -930603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -930602.125000 Penalty: 4407.590332
	Iteration 52Q: 3 clusters Score -930602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -930603.000000 Penalty: 4407.590332
	Iteration 53Q: 3 clusters Score -930603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -930604.312500 Penalty: 4407.590332
	Iteration 54Q: 3 clusters Score -930604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -930605.062500 Penalty: 4407.590332
	Iteration 55Q: 3 clusters Score -930605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -930605.562500 Penalty: 4407.590332
	Iteration 56Q: 3 clusters Score -930605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -930605.750000 Penalty: 4407.590332
	Iteration 57Q: 3 clusters Score -930605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -930605.812500 Penalty: 4407.590332
	Iteration 58Q: 3 clusters Score -930605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -930608.250000 Penalty: 4407.590332
	Iteration 59Q: 3 clusters Score -930608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -930608.250000 Penalty: 4407.590332
	Iteration 60F: 3 clusters Score -930608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -770582.000000 Penalty: 2155.945557
	Iteration 0F: 2 clusters Score -770582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -765436.875000 Penalty: 4311.891113
	Iteration 0F: 3 clusters Score -765436.9 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -766616.500000 Penalty: 4311.891113
	Iteration 1F: 3 clusters Score -766616.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -766867.000000 Penalty: 4311.891113
	Iteration 2F: 3 clusters Score -766867 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -767003.687500 Penalty: 4311.891113
	Iteration 3Q: 3 clusters Score -767003.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -767095.250000 Penalty: 4311.891113
	Iteration 4Q: 3 clusters Score -767095.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -767159.375000 Penalty: 4311.891113
	Iteration 5Q: 3 clusters Score -767159.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -767204.125000 Penalty: 4311.891113
	Iteration 6Q: 3 clusters Score -767204.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -767245.625000 Penalty: 4311.891113
	Iteration 7Q: 3 clusters Score -767245.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -767282.625000 Penalty: 4311.891113
	Iteration 8Q: 3 clusters Score -767282.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -767311.000000 Penalty: 4311.891113
	Iteration 9Q: 3 clusters Score -767311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -767334.000000 Penalty: 4311.891113
	Iteration 10Q: 3 clusters Score -767334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -767354.875000 Penalty: 4311.891113
	Iteration 11Q: 3 clusters Score -767354.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -767373.937500 Penalty: 4311.891113
	Iteration 12Q: 3 clusters Score -767373.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -767404.625000 Penalty: 4311.891113
	Iteration 13Q: 3 clusters Score -767404.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -767436.250000 Penalty: 4311.891113
	Iteration 14Q: 3 clusters Score -767436.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -767471.000000 Penalty: 4311.891113
	Iteration 15Q: 3 clusters Score -767471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -767497.750000 Penalty: 4311.891113
	Iteration 16Q: 3 clusters Score -767497.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -767532.125000 Penalty: 4311.891113
	Iteration 17Q: 3 clusters Score -767532.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -767570.125000 Penalty: 4311.891113
	Iteration 18Q: 3 clusters Score -767570.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -767616.875000 Penalty: 4311.891113
	Iteration 19Q: 3 clusters Score -767616.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -767666.437500 Penalty: 4311.891113
	Iteration 20F: 3 clusters Score -767666.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -767725.812500 Penalty: 4311.891113
	Iteration 21Q: 3 clusters Score -767725.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -767790.687500 Penalty: 4311.891113
	Iteration 22Q: 3 clusters Score -767790.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -767859.375000 Penalty: 4311.891113
	Iteration 23Q: 3 clusters Score -767859.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -767928.562500 Penalty: 4311.891113
	Iteration 24Q: 3 clusters Score -767928.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -768007.375000 Penalty: 4311.891113
	Iteration 25Q: 3 clusters Score -768007.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -768070.687500 Penalty: 4311.891113
	Iteration 26Q: 3 clusters Score -768070.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -768144.687500 Penalty: 4311.891113
	Iteration 27Q: 3 clusters Score -768144.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -768231.125000 Penalty: 4311.891113
	Iteration 28Q: 3 clusters Score -768231.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -768310.062500 Penalty: 4311.891113
	Iteration 29Q: 3 clusters Score -768310.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -768389.250000 Penalty: 4311.891113
	Iteration 30Q: 3 clusters Score -768389.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -768444.125000 Penalty: 4311.891113
	Iteration 31Q: 3 clusters Score -768444.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -768487.187500 Penalty: 4311.891113
	Iteration 32Q: 3 clusters Score -768487.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -768526.312500 Penalty: 4311.891113
	Iteration 33Q: 3 clusters Score -768526.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -768556.687500 Penalty: 4311.891113
	Iteration 34Q: 3 clusters Score -768556.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -768571.375000 Penalty: 4311.891113
	Iteration 35Q: 3 clusters Score -768571.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -768586.312500 Penalty: 4311.891113
	Iteration 36Q: 3 clusters Score -768586.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -768593.437500 Penalty: 4311.891113
	Iteration 37Q: 3 clusters Score -768593.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -768604.000000 Penalty: 4311.891113
	Iteration 38Q: 3 clusters Score -768604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -768608.375000 Penalty: 4311.891113
	Iteration 39Q: 3 clusters Score -768608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -768611.937500 Penalty: 4311.891113
	Iteration 40F: 3 clusters Score -768611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -768615.437500 Penalty: 4311.891113
	Iteration 41Q: 3 clusters Score -768615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -768618.687500 Penalty: 4311.891113
	Iteration 42Q: 3 clusters Score -768618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -768620.187500 Penalty: 4311.891113
	Iteration 43Q: 3 clusters Score -768620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -768622.062500 Penalty: 4311.891113
	Iteration 44Q: 3 clusters Score -768622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -768624.437500 Penalty: 4311.891113
	Iteration 45Q: 3 clusters Score -768624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -768629.562500 Penalty: 4311.891113
	Iteration 46Q: 3 clusters Score -768629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -768634.750000 Penalty: 4311.891113
	Iteration 47Q: 3 clusters Score -768634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -768636.187500 Penalty: 4311.891113
	Iteration 48Q: 3 clusters Score -768636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -768637.250000 Penalty: 4311.891113
	Iteration 49Q: 3 clusters Score -768637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -768640.000000 Penalty: 4311.891113
	Iteration 50Q: 3 clusters Score -768640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -768640.437500 Penalty: 4311.891113
	Iteration 51Q: 3 clusters Score -768640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -768645.062500 Penalty: 4311.891113
	Iteration 52Q: 3 clusters Score -768645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -768646.125000 Penalty: 4311.891113
	Iteration 53Q: 3 clusters Score -768646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -768651.812500 Penalty: 4311.891113
	Iteration 54Q: 3 clusters Score -768651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -768654.812500 Penalty: 4311.891113
	Iteration 55Q: 3 clusters Score -768654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -768659.375000 Penalty: 4311.891113
	Iteration 56Q: 3 clusters Score -768659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -768662.562500 Penalty: 4311.891113
	Iteration 57Q: 3 clusters Score -768662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -768664.125000 Penalty: 4311.891113
	Iteration 58Q: 3 clusters Score -768664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -768664.125000 Penalty: 4311.891113
	Iteration 59F: 3 clusters Score -768664.1 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63790.015625 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63790.02 nChanged 152
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: -64143.820312 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64143.82 nChanged 50
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: -64297.554688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64297.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64372.710938 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -64372.71 nChanged 17
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: -64404.824219 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64404.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64426.945312 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64426.95 nChanged 10
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: -64484.871094 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64484.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64537.574219 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64537.57 nChanged 8
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: -64560.246094 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64560.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64581.500000 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64595.847656 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64595.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64612.855469 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -64612.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64641.296875 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -64641.3 nChanged 11
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: -64667.585938 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -64667.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64701.753906 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -64701.75 nChanged 8
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: -64721.503906 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -64721.5 nChanged 8
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: -64738.980469 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -64738.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64749.914062 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -64749.91 nChanged 7
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: -64759.097656 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -64759.1 nChanged 4
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: -64767.730469 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -64767.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64770.808594 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -64770.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64777.027344 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -64777.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64780.136719 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -64780.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64782.628906 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -64782.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64783.570312 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -64783.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64783.570312 Penalty: 3206.435791
	Iteration 25F: 3 clusters Score -64783.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 207093 members 
Mstep: Class 9 contains 166579 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187119 members 
Mstep: Class 12 contains 73774 members 
Mstep: Class 13 contains 44598 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 160530 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189763 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166419824.000000 Penalty: 80372.445312
Iteration 399Q: 24 clusters Score -1.664198e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 207105 members 
Mstep: Class 9 contains 166698 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 187336 members 
Mstep: Class 12 contains 73642 members 
Mstep: Class 13 contains 44704 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 160556 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 190043 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 160021 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166420320.000000 Penalty: 80372.445312
Iteration 400F: 24 clusters Score -1.664203e+08 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 206933 members 
Mstep: Class 9 contains 166391 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186985 members 
Mstep: Class 12 contains 73247 members 
Mstep: Class 13 contains 44594 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 160100 members 
Mstep: Class 16 contains 34280 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189396 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 162168 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421152.000000 Penalty: 80372.445312
Iteration 401Q: 24 clusters Score -1.664212e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21541 members 
Mstep: Class 3 contains 20033 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 206812 members 
Mstep: Class 9 contains 166105 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186687 members 
Mstep: Class 12 contains 72928 members 
Mstep: Class 13 contains 44509 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 159790 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189073 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 163683 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421888.000000 Penalty: 80372.445312
Iteration 402Q: 24 clusters Score -1.664219e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21539 members 
Mstep: Class 3 contains 19972 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 10278 members 
Mstep: Class 8 contains 206706 members 
Mstep: Class 9 contains 165865 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186443 members 
Mstep: Class 12 contains 72654 members 
Mstep: Class 13 contains 44429 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 159565 members 
Mstep: Class 16 contains 34269 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188895 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 5969 members 
Mstep: Class 22 contains 164898 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166421968.000000 Penalty: 80372.445312
Iteration 403Q: 24 clusters Score -1.66422e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21533 members 
Mstep: Class 3 contains 19920 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 10417 members 
Mstep: Class 8 contains 206631 members 
Mstep: Class 9 contains 165627 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186232 members 
Mstep: Class 12 contains 72425 members 
Mstep: Class 13 contains 44367 members 
Mstep: Class 14 contains 10121 members 
Mstep: Class 15 contains 159397 members 
Mstep: Class 16 contains 34275 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188765 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 165891 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422128.000000 Penalty: 80372.445312
Iteration 404Q: 24 clusters Score -1.664221e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21525 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 206578 members 
Mstep: Class 9 contains 165442 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 186078 members 
Mstep: Class 12 contains 72236 members 
Mstep: Class 13 contains 44301 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 159266 members 
Mstep: Class 16 contains 34272 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188705 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 166655 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 24 clusters Score -1.664222e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21518 members 
Mstep: Class 3 contains 19842 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 206544 members 
Mstep: Class 9 contains 165305 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185923 members 
Mstep: Class 12 contains 72086 members 
Mstep: Class 13 contains 44235 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 34270 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188728 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 167268 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422464.000000 Penalty: 80372.445312
Iteration 406Q: 24 clusters Score -1.664225e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21510 members 
Mstep: Class 3 contains 19820 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 206517 members 
Mstep: Class 9 contains 165205 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185762 members 
Mstep: Class 12 contains 71962 members 
Mstep: Class 13 contains 44197 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 159006 members 
Mstep: Class 16 contains 34266 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188741 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 167773 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422608.000000 Penalty: 80372.445312
Iteration 407Q: 24 clusters Score -1.664226e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21500 members 
Mstep: Class 3 contains 19808 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 206506 members 
Mstep: Class 9 contains 165142 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185627 members 
Mstep: Class 12 contains 71867 members 
Mstep: Class 13 contains 44171 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 158913 members 
Mstep: Class 16 contains 34261 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188747 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 168167 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422912.000000 Penalty: 80372.445312
Iteration 408Q: 24 clusters Score -1.664229e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21494 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 206483 members 
Mstep: Class 9 contains 165058 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185561 members 
Mstep: Class 12 contains 71772 members 
Mstep: Class 13 contains 44123 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 158875 members 
Mstep: Class 16 contains 34260 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188734 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 168520 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 409Q: 24 clusters Score -1.664233e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21489 members 
Mstep: Class 3 contains 19783 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 206457 members 
Mstep: Class 9 contains 165015 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185479 members 
Mstep: Class 12 contains 71669 members 
Mstep: Class 13 contains 44084 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 158829 members 
Mstep: Class 16 contains 34253 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188755 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 168848 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423152.000000 Penalty: 80372.445312
Iteration 410Q: 24 clusters Score -1.664232e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21484 members 
Mstep: Class 3 contains 19767 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 10701 members 
Mstep: Class 8 contains 206435 members 
Mstep: Class 9 contains 164965 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185441 members 
Mstep: Class 12 contains 71587 members 
Mstep: Class 13 contains 44044 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 158807 members 
Mstep: Class 16 contains 34243 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188731 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 169123 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Score: -166422960.000000 Penalty: 80372.445312
Iteration 411Q: 24 clusters Score -1.66423e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21477 members 
Mstep: Class 3 contains 19750 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 206426 members 
Mstep: Class 9 contains 164924 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185376 members 
Mstep: Class 12 contains 71523 members 
Mstep: Class 13 contains 43998 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 158808 members 
Mstep: Class 16 contains 34226 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188732 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169356 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 412Q: 24 clusters Score -1.664231e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21470 members 
Mstep: Class 3 contains 19741 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 206410 members 
Mstep: Class 9 contains 164859 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185334 members 
Mstep: Class 12 contains 71477 members 
Mstep: Class 13 contains 43967 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 158812 members 
Mstep: Class 16 contains 34215 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188773 members 
Mstep: Class 19 contains 8025 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169514 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 413Q: 24 clusters Score -1.664231e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21466 members 
Mstep: Class 3 contains 19741 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 206395 members 
Mstep: Class 9 contains 164835 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185333 members 
Mstep: Class 12 contains 71437 members 
Mstep: Class 13 contains 43950 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 158815 members 
Mstep: Class 16 contains 34200 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188751 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169640 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423072.000000 Penalty: 80372.445312
Iteration 414Q: 24 clusters Score -1.664231e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 19734 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 206394 members 
Mstep: Class 9 contains 164819 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185355 members 
Mstep: Class 12 contains 71396 members 
Mstep: Class 13 contains 43938 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 158810 members 
Mstep: Class 16 contains 34189 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188719 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169738 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 415Q: 24 clusters Score -1.664228e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21462 members 
Mstep: Class 3 contains 19725 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 206413 members 
Mstep: Class 9 contains 164830 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185363 members 
Mstep: Class 12 contains 71367 members 
Mstep: Class 13 contains 43927 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 158802 members 
Mstep: Class 16 contains 34165 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188670 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 169809 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 416Q: 24 clusters Score -1.664231e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 19713 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 206395 members 
Mstep: Class 9 contains 164838 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185340 members 
Mstep: Class 12 contains 71346 members 
Mstep: Class 13 contains 43908 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 158808 members 
Mstep: Class 16 contains 34152 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188685 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 169877 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 417Q: 24 clusters Score -1.664232e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21455 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 10786 members 
Mstep: Class 8 contains 206406 members 
Mstep: Class 9 contains 164810 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185334 members 
Mstep: Class 12 contains 71335 members 
Mstep: Class 13 contains 43904 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 158833 members 
Mstep: Class 16 contains 34139 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188708 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 169890 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 24 clusters Score -1.664233e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21452 members 
Mstep: Class 3 contains 19695 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 206415 members 
Mstep: Class 9 contains 164799 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185317 members 
Mstep: Class 12 contains 71321 members 
Mstep: Class 13 contains 43891 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 158858 members 
Mstep: Class 16 contains 34127 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188740 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7259 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 169907 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 419Q: 24 clusters Score -1.664234e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21450 members 
Mstep: Class 3 contains 19686 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 206414 members 
Mstep: Class 9 contains 164794 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185319 members 
Mstep: Class 12 contains 71310 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 158885 members 
Mstep: Class 16 contains 34121 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188739 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169936 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 420F: 24 clusters Score -1.664234e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 19678 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 206413 members 
Mstep: Class 9 contains 164756 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185324 members 
Mstep: Class 12 contains 71300 members 
Mstep: Class 13 contains 43864 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 158943 members 
Mstep: Class 16 contains 34121 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188715 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 169955 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 421Q: 24 clusters Score -1.664235e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 19672 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10797 members 
Mstep: Class 8 contains 206427 members 
Mstep: Class 9 contains 164738 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185302 members 
Mstep: Class 12 contains 71287 members 
Mstep: Class 13 contains 43853 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 158993 members 
Mstep: Class 16 contains 34115 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188714 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 169968 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 422Q: 24 clusters Score -1.664234e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 19670 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10804 members 
Mstep: Class 8 contains 206418 members 
Mstep: Class 9 contains 164724 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185264 members 
Mstep: Class 12 contains 71270 members 
Mstep: Class 13 contains 43833 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 159028 members 
Mstep: Class 16 contains 34118 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188753 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 7262 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 169981 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 423Q: 24 clusters Score -1.664232e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 19668 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 206424 members 
Mstep: Class 9 contains 164715 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185231 members 
Mstep: Class 12 contains 71256 members 
Mstep: Class 13 contains 43814 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 159058 members 
Mstep: Class 16 contains 34119 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188806 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 169958 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 424Q: 24 clusters Score -1.664231e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21447 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10804 members 
Mstep: Class 8 contains 206431 members 
Mstep: Class 9 contains 164674 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185197 members 
Mstep: Class 12 contains 71242 members 
Mstep: Class 13 contains 43795 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 159122 members 
Mstep: Class 16 contains 34119 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188887 members 
Mstep: Class 19 contains 8032 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 169939 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 425Q: 24 clusters Score -1.664232e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21445 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10800 members 
Mstep: Class 8 contains 206425 members 
Mstep: Class 9 contains 164672 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185158 members 
Mstep: Class 12 contains 71233 members 
Mstep: Class 13 contains 43780 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 159165 members 
Mstep: Class 16 contains 34114 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 188970 members 
Mstep: Class 19 contains 8033 members 
Mstep: Class 20 contains 7264 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 169905 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
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Iteration 426Q: 24 clusters Score -1.664232e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21442 members 
Mstep: Class 3 contains 19633 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10795 members 
Mstep: Class 8 contains 206405 members 
Mstep: Class 9 contains 164657 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185120 members 
Mstep: Class 12 contains 71218 members 
Mstep: Class 13 contains 43764 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 159206 members 
Mstep: Class 16 contains 34115 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189066 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 7262 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 169884 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422976.000000 Penalty: 80372.445312
Iteration 427Q: 24 clusters Score -1.66423e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21439 members 
Mstep: Class 3 contains 19620 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 206415 members 
Mstep: Class 9 contains 164658 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185069 members 
Mstep: Class 12 contains 71208 members 
Mstep: Class 13 contains 43756 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 159233 members 
Mstep: Class 16 contains 34108 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189126 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169890 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422880.000000 Penalty: 80372.445312
Iteration 428Q: 24 clusters Score -1.664229e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21438 members 
Mstep: Class 3 contains 19609 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 206413 members 
Mstep: Class 9 contains 164665 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185031 members 
Mstep: Class 12 contains 71197 members 
Mstep: Class 13 contains 43756 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 159286 members 
Mstep: Class 16 contains 34098 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189147 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169907 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422992.000000 Penalty: 80372.445312
Iteration 429Q: 24 clusters Score -1.66423e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21437 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 206422 members 
Mstep: Class 9 contains 164644 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 185009 members 
Mstep: Class 12 contains 71186 members 
Mstep: Class 13 contains 43756 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159332 members 
Mstep: Class 16 contains 34091 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189172 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169900 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423008.000000 Penalty: 80372.445312
Iteration 430Q: 24 clusters Score -1.66423e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 19591 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 206418 members 
Mstep: Class 9 contains 164657 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184982 members 
Mstep: Class 12 contains 71179 members 
Mstep: Class 13 contains 43748 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 159379 members 
Mstep: Class 16 contains 34078 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189229 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169874 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423120.000000 Penalty: 80372.445312
Iteration 431Q: 24 clusters Score -1.664231e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21435 members 
Mstep: Class 3 contains 19580 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 10747 members 
Mstep: Class 8 contains 206431 members 
Mstep: Class 9 contains 164686 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184963 members 
Mstep: Class 12 contains 71168 members 
Mstep: Class 13 contains 43743 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 159390 members 
Mstep: Class 16 contains 34067 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189262 members 
Mstep: Class 19 contains 8038 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169847 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423024.000000 Penalty: 80372.445312
Iteration 432Q: 24 clusters Score -1.66423e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21435 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 206441 members 
Mstep: Class 9 contains 164696 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184925 members 
Mstep: Class 12 contains 71166 members 
Mstep: Class 13 contains 43736 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 159402 members 
Mstep: Class 16 contains 34062 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189317 members 
Mstep: Class 19 contains 8040 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 169826 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423040.000000 Penalty: 80372.445312
Iteration 433Q: 24 clusters Score -1.66423e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21435 members 
Mstep: Class 3 contains 19562 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 206447 members 
Mstep: Class 9 contains 164694 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184907 members 
Mstep: Class 12 contains 71163 members 
Mstep: Class 13 contains 43718 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 159424 members 
Mstep: Class 16 contains 34057 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189379 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 169788 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166422976.000000 Penalty: 80372.445312
Iteration 434Q: 24 clusters Score -1.66423e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 19551 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 206441 members 
Mstep: Class 9 contains 164700 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184869 members 
Mstep: Class 12 contains 71156 members 
Mstep: Class 13 contains 43707 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 159436 members 
Mstep: Class 16 contains 34060 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189455 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 169757 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423088.000000 Penalty: 80372.445312
Iteration 435Q: 24 clusters Score -1.664231e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21435 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 206439 members 
Mstep: Class 9 contains 164716 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184845 members 
Mstep: Class 12 contains 71147 members 
Mstep: Class 13 contains 43701 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 159427 members 
Mstep: Class 16 contains 34050 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189513 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 169752 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423264.000000 Penalty: 80372.445312
Iteration 436Q: 24 clusters Score -1.664233e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21432 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 206430 members 
Mstep: Class 9 contains 164726 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184828 members 
Mstep: Class 12 contains 71147 members 
Mstep: Class 13 contains 43700 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 159442 members 
Mstep: Class 16 contains 34035 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189567 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 169724 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423184.000000 Penalty: 80372.445312
Iteration 437Q: 24 clusters Score -1.664232e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 206431 members 
Mstep: Class 9 contains 164719 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184803 members 
Mstep: Class 12 contains 71147 members 
Mstep: Class 13 contains 43697 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 159441 members 
Mstep: Class 16 contains 34032 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189627 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423376.000000 Penalty: 80372.445312
Iteration 438Q: 24 clusters Score -1.664234e+08 nChanged 630
Entering ConstructFrom: 
Score: -166423376.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -114384.476562 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -114384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112513.648438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -112513.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112857.382812 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -112857.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113043.632812 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -113043.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113195.390625 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -113195.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113309.546875 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -113309.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113356.265625 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -113356.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113383.046875 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -113383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113413.507812 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -113413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113434.070312 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -113434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113451.015625 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -113451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -113466.703125 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -113466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -113478.609375 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -113478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113490.476562 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -113490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -113494.984375 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -113495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113497.921875 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -113497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113503.437500 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -113503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113512.000000 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -113512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113524.351562 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -113524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -113541.039062 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -113541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113552.515625 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -113552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113561.335938 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -113561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113565.140625 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -113565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113566.398438 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -113566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113566.398438 Penalty: 3404.964355
	Iteration 23F: 3 clusters Score -113566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -2763833.750000 Penalty: 2473.087402
	Iteration 0F: 2 clusters Score -2763834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2749062.000000 Penalty: 4946.174805
	Iteration 0F: 3 clusters Score -2749062 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2754112.000000 Penalty: 4946.174805
	Iteration 1F: 3 clusters Score -2754112 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2754802.750000 Penalty: 4946.174805
	Iteration 2F: 3 clusters Score -2754803 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2755399.500000 Penalty: 4946.174805
	Iteration 3F: 3 clusters Score -2755400 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2756003.750000 Penalty: 4946.174805
	Iteration 4F: 3 clusters Score -2756004 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2756609.000000 Penalty: 4946.174805
	Iteration 5F: 3 clusters Score -2756609 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2757250.250000 Penalty: 4946.174805
	Iteration 6F: 3 clusters Score -2757250 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2758001.000000 Penalty: 4946.174805
	Iteration 7F: 3 clusters Score -2758001 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2758852.750000 Penalty: 4946.174805
	Iteration 8F: 3 clusters Score -2758853 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2759613.750000 Penalty: 4946.174805
	Iteration 9F: 3 clusters Score -2759614 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2760159.250000 Penalty: 4946.174805
	Iteration 10Q: 3 clusters Score -2760159 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2760516.250000 Penalty: 4946.174805
	Iteration 11Q: 3 clusters Score -2760516 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2760746.500000 Penalty: 4946.174805
	Iteration 12Q: 3 clusters Score -2760746 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2760938.750000 Penalty: 4946.174805
	Iteration 13Q: 3 clusters Score -2760939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2761093.500000 Penalty: 4946.174805
	Iteration 14Q: 3 clusters Score -2761094 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2761208.250000 Penalty: 4946.174805
	Iteration 15Q: 3 clusters Score -2761208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2761329.500000 Penalty: 4946.174805
	Iteration 16Q: 3 clusters Score -2761330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2761404.500000 Penalty: 4946.174805
	Iteration 17Q: 3 clusters Score -2761404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2761470.500000 Penalty: 4946.174805
	Iteration 18Q: 3 clusters Score -2761470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2761540.000000 Penalty: 4946.174805
	Iteration 19Q: 3 clusters Score -2761540 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2761586.000000 Penalty: 4946.174805
	Iteration 20F: 3 clusters Score -2761586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2761621.000000 Penalty: 4946.174805
	Iteration 21Q: 3 clusters Score -2761621 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2761652.250000 Penalty: 4946.174805
	Iteration 22Q: 3 clusters Score -2761652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2761671.750000 Penalty: 4946.174805
	Iteration 23Q: 3 clusters Score -2761672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2761689.250000 Penalty: 4946.174805
	Iteration 24Q: 3 clusters Score -2761689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2761708.000000 Penalty: 4946.174805
	Iteration 25Q: 3 clusters Score -2761708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2761740.750000 Penalty: 4946.174805
	Iteration 26Q: 3 clusters Score -2761741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2761754.000000 Penalty: 4946.174805
	Iteration 27Q: 3 clusters Score -2761754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2761777.250000 Penalty: 4946.174805
	Iteration 28Q: 3 clusters Score -2761777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2761801.500000 Penalty: 4946.174805
	Iteration 29Q: 3 clusters Score -2761802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2761820.250000 Penalty: 4946.174805
	Iteration 30Q: 3 clusters Score -2761820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2761838.000000 Penalty: 4946.174805
	Iteration 31Q: 3 clusters Score -2761838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2761850.000000 Penalty: 4946.174805
	Iteration 32Q: 3 clusters Score -2761850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2761868.750000 Penalty: 4946.174805
	Iteration 33Q: 3 clusters Score -2761869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2761894.000000 Penalty: 4946.174805
	Iteration 34Q: 3 clusters Score -2761894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2761915.750000 Penalty: 4946.174805
	Iteration 35Q: 3 clusters Score -2761916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2761934.500000 Penalty: 4946.174805
	Iteration 36Q: 3 clusters Score -2761934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2761946.250000 Penalty: 4946.174805
	Iteration 37Q: 3 clusters Score -2761946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2761955.750000 Penalty: 4946.174805
	Iteration 38Q: 3 clusters Score -2761956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2761958.500000 Penalty: 4946.174805
	Iteration 39Q: 3 clusters Score -2761958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2761979.500000 Penalty: 4946.174805
	Iteration 40F: 3 clusters Score -2761980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2761988.250000 Penalty: 4946.174805
	Iteration 41Q: 3 clusters Score -2761988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2761998.000000 Penalty: 4946.174805
	Iteration 42Q: 3 clusters Score -2761998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2762015.250000 Penalty: 4946.174805
	Iteration 43Q: 3 clusters Score -2762015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2762036.000000 Penalty: 4946.174805
	Iteration 44Q: 3 clusters Score -2762036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2762060.750000 Penalty: 4946.174805
	Iteration 45Q: 3 clusters Score -2762061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2762085.000000 Penalty: 4946.174805
	Iteration 46Q: 3 clusters Score -2762085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2762111.750000 Penalty: 4946.174805
	Iteration 47Q: 3 clusters Score -2762112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2762123.000000 Penalty: 4946.174805
	Iteration 48Q: 3 clusters Score -2762123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2762141.500000 Penalty: 4946.174805
	Iteration 49Q: 3 clusters Score -2762142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2762148.250000 Penalty: 4946.174805
	Iteration 50Q: 3 clusters Score -2762148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2762152.000000 Penalty: 4946.174805
	Iteration 51Q: 3 clusters Score -2762152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2762170.250000 Penalty: 4946.174805
	Iteration 52Q: 3 clusters Score -2762170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2762182.000000 Penalty: 4946.174805
	Iteration 53Q: 3 clusters Score -2762182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2762183.500000 Penalty: 4946.174805
	Iteration 54Q: 3 clusters Score -2762184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2762180.000000 Penalty: 4946.174805
	Iteration 55Q: 3 clusters Score -2762180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2762188.000000 Penalty: 4946.174805
	Iteration 56Q: 3 clusters Score -2762188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2762184.250000 Penalty: 4946.174805
	Iteration 57Q: 3 clusters Score -2762184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2762183.500000 Penalty: 4946.174805
	Iteration 58Q: 3 clusters Score -2762184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2762180.750000 Penalty: 4946.174805
	Iteration 59Q: 3 clusters Score -2762181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2762181.250000 Penalty: 4946.174805
	Iteration 60F: 3 clusters Score -2762181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2762181.500000 Penalty: 4946.174805
	Iteration 61Q: 3 clusters Score -2762182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2762181.500000 Penalty: 4946.174805
	Iteration 62F: 3 clusters Score -2762182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Entering Unmasked Estep 
Score: -2540866.500000 Penalty: 2449.951416
	Iteration 0F: 2 clusters Score -2540866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2527039.500000 Penalty: 4899.902832
	Iteration 0F: 3 clusters Score -2527040 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2531718.250000 Penalty: 4899.902832
	Iteration 1F: 3 clusters Score -2531718 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2532095.000000 Penalty: 4899.902832
	Iteration 2F: 3 clusters Score -2532095 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2532377.000000 Penalty: 4899.902832
	Iteration 3Q: 3 clusters Score -2532377 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2532618.000000 Penalty: 4899.902832
	Iteration 4Q: 3 clusters Score -2532618 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2532815.500000 Penalty: 4899.902832
	Iteration 5Q: 3 clusters Score -2532816 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2533015.750000 Penalty: 4899.902832
	Iteration 6Q: 3 clusters Score -2533016 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2533241.000000 Penalty: 4899.902832
	Iteration 7Q: 3 clusters Score -2533241 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2533482.000000 Penalty: 4899.902832
	Iteration 8Q: 3 clusters Score -2533482 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2533779.500000 Penalty: 4899.902832
	Iteration 9Q: 3 clusters Score -2533780 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2534096.000000 Penalty: 4899.902832
	Iteration 10Q: 3 clusters Score -2534096 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2534444.250000 Penalty: 4899.902832
	Iteration 11Q: 3 clusters Score -2534444 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2534859.000000 Penalty: 4899.902832
	Iteration 12Q: 3 clusters Score -2534859 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2535229.250000 Penalty: 4899.902832
	Iteration 13Q: 3 clusters Score -2535229 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2535564.500000 Penalty: 4899.902832
	Iteration 14Q: 3 clusters Score -2535564 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2535915.000000 Penalty: 4899.902832
	Iteration 15Q: 3 clusters Score -2535915 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2536227.750000 Penalty: 4899.902832
	Iteration 16Q: 3 clusters Score -2536228 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2536464.500000 Penalty: 4899.902832
	Iteration 17Q: 3 clusters Score -2536464 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2536655.750000 Penalty: 4899.902832
	Iteration 18Q: 3 clusters Score -2536656 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2536798.000000 Penalty: 4899.902832
	Iteration 19Q: 3 clusters Score -2536798 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2536928.250000 Penalty: 4899.902832
	Iteration 20F: 3 clusters Score -2536928 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2537026.000000 Penalty: 4899.902832
	Iteration 21Q: 3 clusters Score -2537026 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2537116.500000 Penalty: 4899.902832
	Iteration 22Q: 3 clusters Score -2537116 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2537199.500000 Penalty: 4899.902832
	Iteration 23Q: 3 clusters Score -2537200 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2537274.000000 Penalty: 4899.902832
	Iteration 24Q: 3 clusters Score -2537274 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2537345.750000 Penalty: 4899.902832
	Iteration 25Q: 3 clusters Score -2537346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2537412.750000 Penalty: 4899.902832
	Iteration 26Q: 3 clusters Score -2537413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2537453.750000 Penalty: 4899.902832
	Iteration 27Q: 3 clusters Score -2537454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2537494.750000 Penalty: 4899.902832
	Iteration 28Q: 3 clusters Score -2537495 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2537544.000000 Penalty: 4899.902832
	Iteration 29Q: 3 clusters Score -2537544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2537609.000000 Penalty: 4899.902832
	Iteration 30Q: 3 clusters Score -2537609 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2537680.500000 Penalty: 4899.902832
	Iteration 31Q: 3 clusters Score -2537680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2537728.750000 Penalty: 4899.902832
	Iteration 32Q: 3 clusters Score -2537729 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2537792.500000 Penalty: 4899.902832
	Iteration 33Q: 3 clusters Score -2537792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2537833.250000 Penalty: 4899.902832
	Iteration 34Q: 3 clusters Score -2537833 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2537901.750000 Penalty: 4899.902832
	Iteration 35Q: 3 clusters Score -2537902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2537961.750000 Penalty: 4899.902832
	Iteration 36Q: 3 clusters Score -2537962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2538033.250000 Penalty: 4899.902832
	Iteration 37Q: 3 clusters Score -2538033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2538099.750000 Penalty: 4899.902832
	Iteration 38Q: 3 clusters Score -2538100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2538131.500000 Penalty: 4899.902832
	Iteration 39Q: 3 clusters Score -2538132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2538180.750000 Penalty: 4899.902832
	Iteration 40F: 3 clusters Score -2538181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2538235.500000 Penalty: 4899.902832
	Iteration 41Q: 3 clusters Score -2538236 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2538288.250000 Penalty: 4899.902832
	Iteration 42Q: 3 clusters Score -2538288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2538335.500000 Penalty: 4899.902832
	Iteration 43Q: 3 clusters Score -2538336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2538378.500000 Penalty: 4899.902832
	Iteration 44Q: 3 clusters Score -2538378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2538418.250000 Penalty: 4899.902832
	Iteration 45Q: 3 clusters Score -2538418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2538452.000000 Penalty: 4899.902832
	Iteration 46Q: 3 clusters Score -2538452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2538481.500000 Penalty: 4899.902832
	Iteration 47Q: 3 clusters Score -2538482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2538502.500000 Penalty: 4899.902832
	Iteration 48Q: 3 clusters Score -2538502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2538527.500000 Penalty: 4899.902832
	Iteration 49Q: 3 clusters Score -2538528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2538561.250000 Penalty: 4899.902832
	Iteration 50Q: 3 clusters Score -2538561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2538599.000000 Penalty: 4899.902832
	Iteration 51Q: 3 clusters Score -2538599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2538614.500000 Penalty: 4899.902832
	Iteration 52Q: 3 clusters Score -2538614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2538623.250000 Penalty: 4899.902832
	Iteration 53Q: 3 clusters Score -2538623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2538638.000000 Penalty: 4899.902832
	Iteration 54Q: 3 clusters Score -2538638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2538654.250000 Penalty: 4899.902832
	Iteration 55Q: 3 clusters Score -2538654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2538667.250000 Penalty: 4899.902832
	Iteration 56Q: 3 clusters Score -2538667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2538679.250000 Penalty: 4899.902832
	Iteration 57Q: 3 clusters Score -2538679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2538685.000000 Penalty: 4899.902832
	Iteration 58Q: 3 clusters Score -2538685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2538698.750000 Penalty: 4899.902832
	Iteration 59Q: 3 clusters Score -2538699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2538712.000000 Penalty: 4899.902832
	Iteration 60F: 3 clusters Score -2538712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2538729.250000 Penalty: 4899.902832
	Iteration 61Q: 3 clusters Score -2538729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2538749.250000 Penalty: 4899.902832
	Iteration 62Q: 3 clusters Score -2538749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2538763.750000 Penalty: 4899.902832
	Iteration 63Q: 3 clusters Score -2538764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2538772.000000 Penalty: 4899.902832
	Iteration 64Q: 3 clusters Score -2538772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2538780.000000 Penalty: 4899.902832
	Iteration 65Q: 3 clusters Score -2538780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2538782.750000 Penalty: 4899.902832
	Iteration 66Q: 3 clusters Score -2538783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2538788.500000 Penalty: 4899.902832
	Iteration 67Q: 3 clusters Score -2538788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2538796.500000 Penalty: 4899.902832
	Iteration 68Q: 3 clusters Score -2538796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2538799.250000 Penalty: 4899.902832
	Iteration 69Q: 3 clusters Score -2538799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2538807.250000 Penalty: 4899.902832
	Iteration 70Q: 3 clusters Score -2538807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2538807.750000 Penalty: 4899.902832
	Iteration 71Q: 3 clusters Score -2538808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2538811.000000 Penalty: 4899.902832
	Iteration 72Q: 3 clusters Score -2538811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2538811.750000 Penalty: 4899.902832
	Iteration 73Q: 3 clusters Score -2538812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2538813.000000 Penalty: 4899.902832
	Iteration 74Q: 3 clusters Score -2538813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2538814.750000 Penalty: 4899.902832
	Iteration 75Q: 3 clusters Score -2538815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2538814.250000 Penalty: 4899.902832
	Iteration 76Q: 3 clusters Score -2538814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2538818.750000 Penalty: 4899.902832
	Iteration 77Q: 3 clusters Score -2538819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2538817.500000 Penalty: 4899.902832
	Iteration 78Q: 3 clusters Score -2538818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2538817.500000 Penalty: 4899.902832
	Iteration 79F: 3 clusters Score -2538818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -544279.187500 Penalty: 2076.583984
	Iteration 0F: 2 clusters Score -544279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -540159.687500 Penalty: 4153.167969
	Iteration 0F: 3 clusters Score -540159.7 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -541126.750000 Penalty: 4153.167969
	Iteration 1F: 3 clusters Score -541126.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -541322.687500 Penalty: 4153.167969
	Iteration 2F: 3 clusters Score -541322.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -541441.750000 Penalty: 4153.167969
	Iteration 3Q: 3 clusters Score -541441.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -541521.812500 Penalty: 4153.167969
	Iteration 4Q: 3 clusters Score -541521.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -541590.812500 Penalty: 4153.167969
	Iteration 5Q: 3 clusters Score -541590.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -541639.750000 Penalty: 4153.167969
	Iteration 6Q: 3 clusters Score -541639.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -541672.437500 Penalty: 4153.167969
	Iteration 7Q: 3 clusters Score -541672.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -541699.062500 Penalty: 4153.167969
	Iteration 8Q: 3 clusters Score -541699.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -541720.875000 Penalty: 4153.167969
	Iteration 9Q: 3 clusters Score -541720.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -541746.750000 Penalty: 4153.167969
	Iteration 10Q: 3 clusters Score -541746.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -541767.875000 Penalty: 4153.167969
	Iteration 11Q: 3 clusters Score -541767.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -541792.750000 Penalty: 4153.167969
	Iteration 12Q: 3 clusters Score -541792.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -541814.062500 Penalty: 4153.167969
	Iteration 13Q: 3 clusters Score -541814.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -541831.812500 Penalty: 4153.167969
	Iteration 14Q: 3 clusters Score -541831.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -541847.125000 Penalty: 4153.167969
	Iteration 15Q: 3 clusters Score -541847.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -541863.187500 Penalty: 4153.167969
	Iteration 16Q: 3 clusters Score -541863.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -541880.437500 Penalty: 4153.167969
	Iteration 17Q: 3 clusters Score -541880.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -541897.000000 Penalty: 4153.167969
	Iteration 18Q: 3 clusters Score -541897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -541908.875000 Penalty: 4153.167969
	Iteration 19Q: 3 clusters Score -541908.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -541929.562500 Penalty: 4153.167969
	Iteration 20F: 3 clusters Score -541929.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -541948.812500 Penalty: 4153.167969
	Iteration 21Q: 3 clusters Score -541948.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -541965.937500 Penalty: 4153.167969
	Iteration 22Q: 3 clusters Score -541965.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -541987.312500 Penalty: 4153.167969
	Iteration 23Q: 3 clusters Score -541987.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -542003.250000 Penalty: 4153.167969
	Iteration 24Q: 3 clusters Score -542003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -542016.437500 Penalty: 4153.167969
	Iteration 25Q: 3 clusters Score -542016.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -542028.937500 Penalty: 4153.167969
	Iteration 26Q: 3 clusters Score -542028.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -542041.625000 Penalty: 4153.167969
	Iteration 27Q: 3 clusters Score -542041.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -542053.125000 Penalty: 4153.167969
	Iteration 28Q: 3 clusters Score -542053.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -542062.312500 Penalty: 4153.167969
	Iteration 29Q: 3 clusters Score -542062.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -542072.312500 Penalty: 4153.167969
	Iteration 30Q: 3 clusters Score -542072.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -542083.812500 Penalty: 4153.167969
	Iteration 31Q: 3 clusters Score -542083.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -542095.937500 Penalty: 4153.167969
	Iteration 32Q: 3 clusters Score -542095.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -542113.375000 Penalty: 4153.167969
	Iteration 33Q: 3 clusters Score -542113.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -542131.437500 Penalty: 4153.167969
	Iteration 34Q: 3 clusters Score -542131.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -542150.687500 Penalty: 4153.167969
	Iteration 35Q: 3 clusters Score -542150.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -542167.125000 Penalty: 4153.167969
	Iteration 36Q: 3 clusters Score -542167.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -542185.750000 Penalty: 4153.167969
	Iteration 37Q: 3 clusters Score -542185.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -542198.250000 Penalty: 4153.167969
	Iteration 38Q: 3 clusters Score -542198.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -542211.312500 Penalty: 4153.167969
	Iteration 39Q: 3 clusters Score -542211.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -542225.437500 Penalty: 4153.167969
	Iteration 40F: 3 clusters Score -542225.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -542242.937500 Penalty: 4153.167969
	Iteration 41Q: 3 clusters Score -542242.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -542258.312500 Penalty: 4153.167969
	Iteration 42Q: 3 clusters Score -542258.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -542275.125000 Penalty: 4153.167969
	Iteration 43Q: 3 clusters Score -542275.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -542298.937500 Penalty: 4153.167969
	Iteration 44Q: 3 clusters Score -542298.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -542318.562500 Penalty: 4153.167969
	Iteration 45Q: 3 clusters Score -542318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -542345.625000 Penalty: 4153.167969
	Iteration 46Q: 3 clusters Score -542345.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -542365.687500 Penalty: 4153.167969
	Iteration 47Q: 3 clusters Score -542365.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -542380.937500 Penalty: 4153.167969
	Iteration 48Q: 3 clusters Score -542380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -542400.250000 Penalty: 4153.167969
	Iteration 49Q: 3 clusters Score -542400.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -542416.562500 Penalty: 4153.167969
	Iteration 50Q: 3 clusters Score -542416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -542424.625000 Penalty: 4153.167969
	Iteration 51Q: 3 clusters Score -542424.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -542432.812500 Penalty: 4153.167969
	Iteration 52Q: 3 clusters Score -542432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -542440.875000 Penalty: 4153.167969
	Iteration 53Q: 3 clusters Score -542440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -542444.812500 Penalty: 4153.167969
	Iteration 54Q: 3 clusters Score -542444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -542448.937500 Penalty: 4153.167969
	Iteration 55Q: 3 clusters Score -542448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -542454.750000 Penalty: 4153.167969
	Iteration 56Q: 3 clusters Score -542454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -542456.250000 Penalty: 4153.167969
	Iteration 57Q: 3 clusters Score -542456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -542458.375000 Penalty: 4153.167969
	Iteration 58Q: 3 clusters Score -542458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -542459.250000 Penalty: 4153.167969
	Iteration 59Q: 3 clusters Score -542459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -542461.062500 Penalty: 4153.167969
	Iteration 60F: 3 clusters Score -542461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -542462.562500 Penalty: 4153.167969
	Iteration 61Q: 3 clusters Score -542462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -542462.562500 Penalty: 4153.167969
	Iteration 62F: 3 clusters Score -542462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51108.839844 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51108.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51417.152344 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51417.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51675.226562 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51675.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51847.875000 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -51847.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51948.605469 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51948.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52049.687500 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52049.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52214.085938 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52214.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52428.527344 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52428.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52478.097656 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -52478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52487.074219 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -52487.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52496.570312 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -52496.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52496.570312 Penalty: 3104.752441
	Iteration 11F: 3 clusters Score -52496.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -203395.562500 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -203395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201020.781250 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -201020.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201640.343750 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -201640.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201932.171875 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -201932.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202191.703125 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -202191.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202404.875000 Penalty: 3696.103760
	Iteration 4F: 3 clusters Score -202404.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -202552.515625 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -202552.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -202630.453125 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -202630.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -202685.265625 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -202685.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -202731.046875 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -202731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -202761.531250 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -202761.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -202780.906250 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -202780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202788.437500 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -202788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202800.031250 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -202800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -202811.187500 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -202811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -202819.046875 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -202819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202820.734375 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -202820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202821.265625 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -202821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202824.468750 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -202824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202824.984375 Penalty: 3696.103760
	Iteration 18Q: 3 clusters Score -202825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202826.718750 Penalty: 3696.103760
	Iteration 19F: 3 clusters Score -202826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202843.921875 Penalty: 3696.103760
	Iteration 20F: 3 clusters Score -202843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -202849.500000 Penalty: 3696.103760
	Iteration 21Q: 3 clusters Score -202849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202851.750000 Penalty: 3696.103760
	Iteration 22Q: 3 clusters Score -202851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -202853.437500 Penalty: 3696.103760
	Iteration 23Q: 3 clusters Score -202853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202854.234375 Penalty: 3696.103760
	Iteration 24Q: 3 clusters Score -202854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -202854.234375 Penalty: 3696.103760
	Iteration 25F: 3 clusters Score -202854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Entering Unmasked Estep 
Score: -1378204.125000 Penalty: 2301.614990
	Iteration 0F: 2 clusters Score -1378204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1370171.625000 Penalty: 4603.229980
	Iteration 0F: 3 clusters Score -1370172 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1372443.375000 Penalty: 4603.229980
	Iteration 1F: 3 clusters Score -1372443 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1372713.625000 Penalty: 4603.229980
	Iteration 2F: 3 clusters Score -1372714 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1372899.875000 Penalty: 4603.229980
	Iteration 3Q: 3 clusters Score -1372900 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1373015.375000 Penalty: 4603.229980
	Iteration 4Q: 3 clusters Score -1373015 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1373095.125000 Penalty: 4603.229980
	Iteration 5Q: 3 clusters Score -1373095 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1373162.250000 Penalty: 4603.229980
	Iteration 6Q: 3 clusters Score -1373162 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1373222.375000 Penalty: 4603.229980
	Iteration 7Q: 3 clusters Score -1373222 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1373259.125000 Penalty: 4603.229980
	Iteration 8Q: 3 clusters Score -1373259 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1373296.125000 Penalty: 4603.229980
	Iteration 9Q: 3 clusters Score -1373296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1373318.375000 Penalty: 4603.229980
	Iteration 10Q: 3 clusters Score -1373318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1373360.875000 Penalty: 4603.229980
	Iteration 11Q: 3 clusters Score -1373361 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1373400.375000 Penalty: 4603.229980
	Iteration 12Q: 3 clusters Score -1373400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1373428.750000 Penalty: 4603.229980
	Iteration 13Q: 3 clusters Score -1373429 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1373457.250000 Penalty: 4603.229980
	Iteration 14Q: 3 clusters Score -1373457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1373487.375000 Penalty: 4603.229980
	Iteration 15Q: 3 clusters Score -1373487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1373513.875000 Penalty: 4603.229980
	Iteration 16Q: 3 clusters Score -1373514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1373541.000000 Penalty: 4603.229980
	Iteration 17Q: 3 clusters Score -1373541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1373563.250000 Penalty: 4603.229980
	Iteration 18Q: 3 clusters Score -1373563 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1373582.500000 Penalty: 4603.229980
	Iteration 19Q: 3 clusters Score -1373582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1373604.375000 Penalty: 4603.229980
	Iteration 20F: 3 clusters Score -1373604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1373625.625000 Penalty: 4603.229980
	Iteration 21Q: 3 clusters Score -1373626 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1373661.125000 Penalty: 4603.229980
	Iteration 22Q: 3 clusters Score -1373661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1373704.375000 Penalty: 4603.229980
	Iteration 23Q: 3 clusters Score -1373704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1373750.375000 Penalty: 4603.229980
	Iteration 24Q: 3 clusters Score -1373750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1373809.125000 Penalty: 4603.229980
	Iteration 25Q: 3 clusters Score -1373809 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1373876.375000 Penalty: 4603.229980
	Iteration 26Q: 3 clusters Score -1373876 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1373941.875000 Penalty: 4603.229980
	Iteration 27Q: 3 clusters Score -1373942 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1374029.250000 Penalty: 4603.229980
	Iteration 28Q: 3 clusters Score -1374029 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1374139.500000 Penalty: 4603.229980
	Iteration 29Q: 3 clusters Score -1374140 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1374302.750000 Penalty: 4603.229980
	Iteration 30Q: 3 clusters Score -1374303 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1374475.625000 Penalty: 4603.229980
	Iteration 31Q: 3 clusters Score -1374476 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1374690.375000 Penalty: 4603.229980
	Iteration 32Q: 3 clusters Score -1374690 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1374965.625000 Penalty: 4603.229980
	Iteration 33Q: 3 clusters Score -1374966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1375249.750000 Penalty: 4603.229980
	Iteration 34Q: 3 clusters Score -1375250 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1375485.250000 Penalty: 4603.229980
	Iteration 35Q: 3 clusters Score -1375485 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1375680.000000 Penalty: 4603.229980
	Iteration 36Q: 3 clusters Score -1375680 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1375814.875000 Penalty: 4603.229980
	Iteration 37Q: 3 clusters Score -1375815 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1375920.125000 Penalty: 4603.229980
	Iteration 38Q: 3 clusters Score -1375920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1375971.250000 Penalty: 4603.229980
	Iteration 39Q: 3 clusters Score -1375971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1376017.125000 Penalty: 4603.229980
	Iteration 40F: 3 clusters Score -1376017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1376062.750000 Penalty: 4603.229980
	Iteration 41Q: 3 clusters Score -1376063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1376099.250000 Penalty: 4603.229980
	Iteration 42Q: 3 clusters Score -1376099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1376125.375000 Penalty: 4603.229980
	Iteration 43Q: 3 clusters Score -1376125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1376144.875000 Penalty: 4603.229980
	Iteration 44Q: 3 clusters Score -1376145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1376150.875000 Penalty: 4603.229980
	Iteration 45Q: 3 clusters Score -1376151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1376155.875000 Penalty: 4603.229980
	Iteration 46Q: 3 clusters Score -1376156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1376161.875000 Penalty: 4603.229980
	Iteration 47Q: 3 clusters Score -1376162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1376164.875000 Penalty: 4603.229980
	Iteration 48Q: 3 clusters Score -1376165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1376166.625000 Penalty: 4603.229980
	Iteration 49Q: 3 clusters Score -1376167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1376172.000000 Penalty: 4603.229980
	Iteration 50Q: 3 clusters Score -1376172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1376175.500000 Penalty: 4603.229980
	Iteration 51Q: 3 clusters Score -1376176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1376177.000000 Penalty: 4603.229980
	Iteration 52Q: 3 clusters Score -1376177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1376179.250000 Penalty: 4603.229980
	Iteration 53Q: 3 clusters Score -1376179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1376182.500000 Penalty: 4603.229980
	Iteration 54Q: 3 clusters Score -1376182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1376184.375000 Penalty: 4603.229980
	Iteration 55Q: 3 clusters Score -1376184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1376186.750000 Penalty: 4603.229980
	Iteration 56Q: 3 clusters Score -1376187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1376186.250000 Penalty: 4603.229980
	Iteration 57Q: 3 clusters Score -1376186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1376186.250000 Penalty: 4603.229980
	Iteration 58F: 3 clusters Score -1376186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206436 members 
Entering Unmasked Estep 
Score: -26780470.000000 Penalty: 3034.960938
	Iteration 0F: 2 clusters Score -2.678047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103164 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -26674544.000000 Penalty: 6069.921875
	Iteration 0F: 3 clusters Score -2.667454e+07 nChanged 99592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -26732442.000000 Penalty: 6069.921875
	Iteration 1F: 3 clusters Score -2.673244e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -26733122.000000 Penalty: 6069.921875
	Iteration 2Q: 3 clusters Score -2.673312e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -26734110.000000 Penalty: 6069.921875
	Iteration 3Q: 3 clusters Score -2.673411e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -26735142.000000 Penalty: 6069.921875
	Iteration 4Q: 3 clusters Score -2.673514e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -26736612.000000 Penalty: 6069.921875
	Iteration 5Q: 3 clusters Score -2.673661e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -26739160.000000 Penalty: 6069.921875
	Iteration 6Q: 3 clusters Score -2.673916e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -26743284.000000 Penalty: 6069.921875
	Iteration 7Q: 3 clusters Score -2.674328e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 129057 members 
Entering Unmasked Estep 
Score: -26750588.000000 Penalty: 6069.921875
	Iteration 8F: 3 clusters Score -2.675059e+07 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -26761270.000000 Penalty: 6069.921875
	Iteration 9F: 3 clusters Score -2.676127e+07 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -26773288.000000 Penalty: 6069.921875
	Iteration 10F: 3 clusters Score -2.677329e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -26782790.000000 Penalty: 6069.921875
	Iteration 11F: 3 clusters Score -2.678279e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -26787854.000000 Penalty: 6069.921875
	Iteration 12Q: 3 clusters Score -2.678785e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -26789996.000000 Penalty: 6069.921875
	Iteration 13Q: 3 clusters Score -2.679e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
Score: -26790994.000000 Penalty: 6069.921875
	Iteration 14Q: 3 clusters Score -2.679099e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 168720 members 
Entering Unmasked Estep 
Score: -26791584.000000 Penalty: 6069.921875
	Iteration 15Q: 3 clusters Score -2.679158e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -26791730.000000 Penalty: 6069.921875
	Iteration 16Q: 3 clusters Score -2.679173e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -26791790.000000 Penalty: 6069.921875
	Iteration 17Q: 3 clusters Score -2.679179e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -26791524.000000 Penalty: 6069.921875
	Iteration 18Q: 3 clusters Score -2.679152e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -26790896.000000 Penalty: 6069.921875
	Iteration 19Q: 3 clusters Score -2.67909e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -26789924.000000 Penalty: 6069.921875
	Iteration 20F: 3 clusters Score -2.678992e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -26789082.000000 Penalty: 6069.921875
	Iteration 21Q: 3 clusters Score -2.678908e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 186084 members 
Entering Unmasked Estep 
Score: -26788150.000000 Penalty: 6069.921875
	Iteration 22Q: 3 clusters Score -2.678815e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 187920 members 
Entering Unmasked Estep 
Score: -26787216.000000 Penalty: 6069.921875
	Iteration 23Q: 3 clusters Score -2.678722e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -26786174.000000 Penalty: 6069.921875
	Iteration 24Q: 3 clusters Score -2.678617e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 191214 members 
Entering Unmasked Estep 
Score: -26785038.000000 Penalty: 6069.921875
	Iteration 25Q: 3 clusters Score -2.678504e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 192588 members 
Entering Unmasked Estep 
Score: -26784324.000000 Penalty: 6069.921875
	Iteration 26Q: 3 clusters Score -2.678432e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 193847 members 
Entering Unmasked Estep 
Score: -26783622.000000 Penalty: 6069.921875
	Iteration 27Q: 3 clusters Score -2.678362e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 194957 members 
Entering Unmasked Estep 
Score: -26783116.000000 Penalty: 6069.921875
	Iteration 28Q: 3 clusters Score -2.678312e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 195960 members 
Entering Unmasked Estep 
Score: -26782550.000000 Penalty: 6069.921875
	Iteration 29Q: 3 clusters Score -2.678255e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 196881 members 
Entering Unmasked Estep 
Score: -26782132.000000 Penalty: 6069.921875
	Iteration 30Q: 3 clusters Score -2.678213e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 197679 members 
Entering Unmasked Estep 
Score: -26781700.000000 Penalty: 6069.921875
	Iteration 31Q: 3 clusters Score -2.67817e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -26781340.000000 Penalty: 6069.921875
	Iteration 32Q: 3 clusters Score -2.678134e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 199034 members 
Entering Unmasked Estep 
Score: -26781024.000000 Penalty: 6069.921875
	Iteration 33Q: 3 clusters Score -2.678102e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 199605 members 
Entering Unmasked Estep 
Score: -26780780.000000 Penalty: 6069.921875
	Iteration 34Q: 3 clusters Score -2.678078e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 200130 members 
Entering Unmasked Estep 
Score: -26780538.000000 Penalty: 6069.921875
	Iteration 35Q: 3 clusters Score -2.678054e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 200581 members 
Entering Unmasked Estep 
Score: -26780412.000000 Penalty: 6069.921875
	Iteration 36Q: 3 clusters Score -2.678041e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 200953 members 
Entering Unmasked Estep 
Score: -26780336.000000 Penalty: 6069.921875
	Iteration 37Q: 3 clusters Score -2.678034e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 201320 members 
Entering Unmasked Estep 
Score: -26780240.000000 Penalty: 6069.921875
	Iteration 38Q: 3 clusters Score -2.678024e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 201630 members 
Entering Unmasked Estep 
Score: -26780112.000000 Penalty: 6069.921875
	Iteration 39Q: 3 clusters Score -2.678011e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 201898 members 
Entering Unmasked Estep 
Score: -26780122.000000 Penalty: 6069.921875
	Iteration 40F: 3 clusters Score -2.678012e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -26780030.000000 Penalty: 6069.921875
	Iteration 41Q: 3 clusters Score -2.678003e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 202324 members 
Entering Unmasked Estep 
Score: -26779966.000000 Penalty: 6069.921875
	Iteration 42Q: 3 clusters Score -2.677997e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 202507 members 
Entering Unmasked Estep 
Score: -26779904.000000 Penalty: 6069.921875
	Iteration 43Q: 3 clusters Score -2.67799e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 202666 members 
Entering Unmasked Estep 
Score: -26779862.000000 Penalty: 6069.921875
	Iteration 44Q: 3 clusters Score -2.677986e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 202799 members 
Entering Unmasked Estep 
Score: -26779824.000000 Penalty: 6069.921875
	Iteration 45Q: 3 clusters Score -2.677982e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -26779782.000000 Penalty: 6069.921875
	Iteration 46Q: 3 clusters Score -2.677978e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 203055 members 
Entering Unmasked Estep 
Score: -26779738.000000 Penalty: 6069.921875
	Iteration 47Q: 3 clusters Score -2.677974e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 203141 members 
Entering Unmasked Estep 
Score: -26779690.000000 Penalty: 6069.921875
	Iteration 48Q: 3 clusters Score -2.677969e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 203235 members 
Entering Unmasked Estep 
Score: -26779648.000000 Penalty: 6069.921875
	Iteration 49Q: 3 clusters Score -2.677965e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 203321 members 
Entering Unmasked Estep 
Score: -26779628.000000 Penalty: 6069.921875
	Iteration 50Q: 3 clusters Score -2.677963e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 203393 members 
Entering Unmasked Estep 
Score: -26779552.000000 Penalty: 6069.921875
	Iteration 51Q: 3 clusters Score -2.677955e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 203457 members 
Entering Unmasked Estep 
Score: -26779522.000000 Penalty: 6069.921875
	Iteration 52Q: 3 clusters Score -2.677952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 203514 members 
Entering Unmasked Estep 
Score: -26779534.000000 Penalty: 6069.921875
	Iteration 53Q: 3 clusters Score -2.677953e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 203560 members 
Entering Unmasked Estep 
Score: -26779552.000000 Penalty: 6069.921875
	Iteration 54Q: 3 clusters Score -2.677955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 203610 members 
Entering Unmasked Estep 
Score: -26779544.000000 Penalty: 6069.921875
	Iteration 55Q: 3 clusters Score -2.677954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 203663 members 
Entering Unmasked Estep 
Score: -26779492.000000 Penalty: 6069.921875
	Iteration 56Q: 3 clusters Score -2.677949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 203703 members 
Entering Unmasked Estep 
Score: -26779456.000000 Penalty: 6069.921875
	Iteration 57Q: 3 clusters Score -2.677946e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 203739 members 
Entering Unmasked Estep 
Score: -26779452.000000 Penalty: 6069.921875
	Iteration 58Q: 3 clusters Score -2.677945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 203780 members 
Entering Unmasked Estep 
Score: -26779438.000000 Penalty: 6069.921875
	Iteration 59Q: 3 clusters Score -2.677944e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 203823 members 
Entering Unmasked Estep 
Score: -26779412.000000 Penalty: 6069.921875
	Iteration 60F: 3 clusters Score -2.677941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -26779392.000000 Penalty: 6069.921875
	Iteration 61Q: 3 clusters Score -2.677939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -26779380.000000 Penalty: 6069.921875
	Iteration 62Q: 3 clusters Score -2.677938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 203914 members 
Entering Unmasked Estep 
Score: -26779376.000000 Penalty: 6069.921875
	Iteration 63Q: 3 clusters Score -2.677938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -26779360.000000 Penalty: 6069.921875
	Iteration 64Q: 3 clusters Score -2.677936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 203958 members 
Entering Unmasked Estep 
Score: -26779372.000000 Penalty: 6069.921875
	Iteration 65Q: 3 clusters Score -2.677937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 203975 members 
Entering Unmasked Estep 
Score: -26779342.000000 Penalty: 6069.921875
	Iteration 66Q: 3 clusters Score -2.677934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 203986 members 
Entering Unmasked Estep 
Score: -26779330.000000 Penalty: 6069.921875
	Iteration 67Q: 3 clusters Score -2.677933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 204000 members 
Entering Unmasked Estep 
Score: -26779346.000000 Penalty: 6069.921875
	Iteration 68Q: 3 clusters Score -2.677935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 204006 members 
Entering Unmasked Estep 
Score: -26779344.000000 Penalty: 6069.921875
	Iteration 69Q: 3 clusters Score -2.677934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -26779330.000000 Penalty: 6069.921875
	Iteration 70Q: 3 clusters Score -2.677933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 204017 members 
Entering Unmasked Estep 
Score: -26779330.000000 Penalty: 6069.921875
	Iteration 71Q: 3 clusters Score -2.677933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 204025 members 
Entering Unmasked Estep 
Score: -26779322.000000 Penalty: 6069.921875
	Iteration 72Q: 3 clusters Score -2.677932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 204033 members 
Entering Unmasked Estep 
Score: -26779328.000000 Penalty: 6069.921875
	Iteration 73Q: 3 clusters Score -2.677933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -26779336.000000 Penalty: 6069.921875
	Iteration 74Q: 3 clusters Score -2.677934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -26779304.000000 Penalty: 6069.921875
	Iteration 75Q: 3 clusters Score -2.67793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 204062 members 
Entering Unmasked Estep 
Score: -26779292.000000 Penalty: 6069.921875
	Iteration 76Q: 3 clusters Score -2.677929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 204075 members 
Entering Unmasked Estep 
Score: -26779292.000000 Penalty: 6069.921875
	Iteration 77Q: 3 clusters Score -2.677929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 204086 members 
Entering Unmasked Estep 
Score: -26779290.000000 Penalty: 6069.921875
	Iteration 78Q: 3 clusters Score -2.677929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 204095 members 
Entering Unmasked Estep 
Score: -26779300.000000 Penalty: 6069.921875
	Iteration 79Q: 3 clusters Score -2.67793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 204100 members 
Entering Unmasked Estep 
Score: -26779298.000000 Penalty: 6069.921875
	Iteration 80F: 3 clusters Score -2.67793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 204110 members 
Entering Unmasked Estep 
Score: -26779302.000000 Penalty: 6069.921875
	Iteration 81Q: 3 clusters Score -2.67793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 204116 members 
Entering Unmasked Estep 
Score: -26779298.000000 Penalty: 6069.921875
	Iteration 82Q: 3 clusters Score -2.67793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 204121 members 
Entering Unmasked Estep 
Score: -26779294.000000 Penalty: 6069.921875
	Iteration 83Q: 3 clusters Score -2.677929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 204124 members 
Entering Unmasked Estep 
Score: -26779290.000000 Penalty: 6069.921875
	Iteration 84Q: 3 clusters Score -2.677929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 204126 members 
Entering Unmasked Estep 
Score: -26779282.000000 Penalty: 6069.921875
	Iteration 85Q: 3 clusters Score -2.677928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 204127 members 
Entering Unmasked Estep 
Score: -26779280.000000 Penalty: 6069.921875
	Iteration 86Q: 3 clusters Score -2.677928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 204130 members 
Entering Unmasked Estep 
Score: -26779270.000000 Penalty: 6069.921875
	Iteration 87Q: 3 clusters Score -2.677927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 204134 members 
Entering Unmasked Estep 
Score: -26779270.000000 Penalty: 6069.921875
	Iteration 88Q: 3 clusters Score -2.677927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 204132 members 
Entering Unmasked Estep 
Score: -26779276.000000 Penalty: 6069.921875
	Iteration 89Q: 3 clusters Score -2.677928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 204133 members 
Entering Unmasked Estep 
Score: -26779276.000000 Penalty: 6069.921875
	Iteration 90Q: 3 clusters Score -2.677928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 204134 members 
Entering Unmasked Estep 
Score: -26779272.000000 Penalty: 6069.921875
	Iteration 91Q: 3 clusters Score -2.677927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 204135 members 
Entering Unmasked Estep 
Score: -26779278.000000 Penalty: 6069.921875
	Iteration 92Q: 3 clusters Score -2.677928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 204141 members 
Entering Unmasked Estep 
Score: -26779282.000000 Penalty: 6069.921875
	Iteration 93Q: 3 clusters Score -2.677928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 204148 members 
Entering Unmasked Estep 
Score: -26779272.000000 Penalty: 6069.921875
	Iteration 94Q: 3 clusters Score -2.677927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -26779276.000000 Penalty: 6069.921875
	Iteration 95Q: 3 clusters Score -2.677928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 204153 members 
Entering Unmasked Estep 
Score: -26779268.000000 Penalty: 6069.921875
	Iteration 96Q: 3 clusters Score -2.677927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -26779276.000000 Penalty: 6069.921875
	Iteration 97Q: 3 clusters Score -2.677928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 204161 members 
Entering Unmasked Estep 
Score: -26779288.000000 Penalty: 6069.921875
	Iteration 98Q: 3 clusters Score -2.677929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -26779278.000000 Penalty: 6069.921875
	Iteration 99Q: 3 clusters Score -2.677928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 204157 members 
Entering Unmasked Estep 
Score: -26779300.000000 Penalty: 6069.921875
	Iteration 100F: 3 clusters Score -2.67793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -26779302.000000 Penalty: 6069.921875
	Iteration 101Q: 3 clusters Score -2.67793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -26779302.000000 Penalty: 6069.921875
	Iteration 102F: 3 clusters Score -2.67793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Entering Unmasked Estep 
Score: -21359338.000000 Penalty: 2978.980957
	Iteration 0F: 2 clusters Score -2.135934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -21249784.000000 Penalty: 5957.961914
	Iteration 0F: 3 clusters Score -2.124978e+07 nChanged 78973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -21296268.000000 Penalty: 5957.961914
	Iteration 1F: 3 clusters Score -2.129627e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -21297780.000000 Penalty: 5957.961914
	Iteration 2Q: 3 clusters Score -2.129778e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -21300230.000000 Penalty: 5957.961914
	Iteration 3Q: 3 clusters Score -2.130023e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -21303458.000000 Penalty: 5957.961914
	Iteration 4Q: 3 clusters Score -2.130346e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -21308254.000000 Penalty: 5957.961914
	Iteration 5Q: 3 clusters Score -2.130825e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -21314068.000000 Penalty: 5957.961914
	Iteration 6F: 3 clusters Score -2.131407e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -21320502.000000 Penalty: 5957.961914
	Iteration 7F: 3 clusters Score -2.13205e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -21327312.000000 Penalty: 5957.961914
	Iteration 8F: 3 clusters Score -2.132731e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -21333404.000000 Penalty: 5957.961914
	Iteration 9F: 3 clusters Score -2.13334e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -21337878.000000 Penalty: 5957.961914
	Iteration 10Q: 3 clusters Score -2.133788e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 131343 members 
Entering Unmasked Estep 
Score: -21340940.000000 Penalty: 5957.961914
	Iteration 11Q: 3 clusters Score -2.134094e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -21343118.000000 Penalty: 5957.961914
	Iteration 12Q: 3 clusters Score -2.134312e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -21344524.000000 Penalty: 5957.961914
	Iteration 13Q: 3 clusters Score -2.134452e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -21345818.000000 Penalty: 5957.961914
	Iteration 14Q: 3 clusters Score -2.134582e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -21347130.000000 Penalty: 5957.961914
	Iteration 15Q: 3 clusters Score -2.134713e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -21348314.000000 Penalty: 5957.961914
	Iteration 16Q: 3 clusters Score -2.134831e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -21349444.000000 Penalty: 5957.961914
	Iteration 17Q: 3 clusters Score -2.134944e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -21350582.000000 Penalty: 5957.961914
	Iteration 18Q: 3 clusters Score -2.135058e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -21351630.000000 Penalty: 5957.961914
	Iteration 19Q: 3 clusters Score -2.135163e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -21352560.000000 Penalty: 5957.961914
	Iteration 20F: 3 clusters Score -2.135256e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 5957.961914
	Iteration 21Q: 3 clusters Score -2.135345e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 158679 members 
Entering Unmasked Estep 
Score: -21354222.000000 Penalty: 5957.961914
	Iteration 22Q: 3 clusters Score -2.135422e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -21354784.000000 Penalty: 5957.961914
	Iteration 23Q: 3 clusters Score -2.135478e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -21355336.000000 Penalty: 5957.961914
	Iteration 24Q: 3 clusters Score -2.135534e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -21355604.000000 Penalty: 5957.961914
	Iteration 25Q: 3 clusters Score -2.13556e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -21355834.000000 Penalty: 5957.961914
	Iteration 26Q: 3 clusters Score -2.135583e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 162537 members 
Entering Unmasked Estep 
Score: -21356042.000000 Penalty: 5957.961914
	Iteration 27Q: 3 clusters Score -2.135604e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -21356218.000000 Penalty: 5957.961914
	Iteration 28Q: 3 clusters Score -2.135622e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -21356318.000000 Penalty: 5957.961914
	Iteration 29Q: 3 clusters Score -2.135632e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 163146 members 
Entering Unmasked Estep 
Score: -21356344.000000 Penalty: 5957.961914
	Iteration 30Q: 3 clusters Score -2.135634e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -21356434.000000 Penalty: 5957.961914
	Iteration 31Q: 3 clusters Score -2.135643e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -21356504.000000 Penalty: 5957.961914
	Iteration 32Q: 3 clusters Score -2.13565e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 163475 members 
Entering Unmasked Estep 
Score: -21356538.000000 Penalty: 5957.961914
	Iteration 33Q: 3 clusters Score -2.135654e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -21356568.000000 Penalty: 5957.961914
	Iteration 34Q: 3 clusters Score -2.135657e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -21356616.000000 Penalty: 5957.961914
	Iteration 35Q: 3 clusters Score -2.135662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -21356664.000000 Penalty: 5957.961914
	Iteration 36Q: 3 clusters Score -2.135666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -21356692.000000 Penalty: 5957.961914
	Iteration 37Q: 3 clusters Score -2.135669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -21356704.000000 Penalty: 5957.961914
	Iteration 38Q: 3 clusters Score -2.13567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -21356700.000000 Penalty: 5957.961914
	Iteration 39Q: 3 clusters Score -2.13567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -21356714.000000 Penalty: 5957.961914
	Iteration 40F: 3 clusters Score -2.135671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -21356730.000000 Penalty: 5957.961914
	Iteration 41Q: 3 clusters Score -2.135673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -21356730.000000 Penalty: 5957.961914
	Iteration 42Q: 3 clusters Score -2.135673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 163815 members 
Entering Unmasked Estep 
Score: -21356752.000000 Penalty: 5957.961914
	Iteration 43Q: 3 clusters Score -2.135675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -21356764.000000 Penalty: 5957.961914
	Iteration 44Q: 3 clusters Score -2.135676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 163844 members 
Entering Unmasked Estep 
Score: -21356764.000000 Penalty: 5957.961914
	Iteration 45Q: 3 clusters Score -2.135676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -21356780.000000 Penalty: 5957.961914
	Iteration 46Q: 3 clusters Score -2.135678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -21356776.000000 Penalty: 5957.961914
	Iteration 47Q: 3 clusters Score -2.135678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -21356800.000000 Penalty: 5957.961914
	Iteration 48Q: 3 clusters Score -2.13568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -21356808.000000 Penalty: 5957.961914
	Iteration 49Q: 3 clusters Score -2.135681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -21356800.000000 Penalty: 5957.961914
	Iteration 50Q: 3 clusters Score -2.13568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -21356794.000000 Penalty: 5957.961914
	Iteration 51Q: 3 clusters Score -2.135679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -21356796.000000 Penalty: 5957.961914
	Iteration 52Q: 3 clusters Score -2.13568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -21356816.000000 Penalty: 5957.961914
	Iteration 53Q: 3 clusters Score -2.135682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -21356802.000000 Penalty: 5957.961914
	Iteration 54Q: 3 clusters Score -2.13568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -21356830.000000 Penalty: 5957.961914
	Iteration 55Q: 3 clusters Score -2.135683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -21356818.000000 Penalty: 5957.961914
	Iteration 56Q: 3 clusters Score -2.135682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -21356828.000000 Penalty: 5957.961914
	Iteration 57Q: 3 clusters Score -2.135683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -21356824.000000 Penalty: 5957.961914
	Iteration 58Q: 3 clusters Score -2.135682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -21356824.000000 Penalty: 5957.961914
	Iteration 59Q: 3 clusters Score -2.135682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 163917 members 
Entering Unmasked Estep 
Score: -21356830.000000 Penalty: 5957.961914
	Iteration 60F: 3 clusters Score -2.135683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 163918 members 
Entering Unmasked Estep 
Score: -21356824.000000 Penalty: 5957.961914
	Iteration 61Q: 3 clusters Score -2.135682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 163918 members 
Entering Unmasked Estep 
Score: -21356824.000000 Penalty: 5957.961914
	Iteration 62F: 3 clusters Score -2.135682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100655.710938 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100655.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101086.343750 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101086.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101450.101562 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101450.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101679.031250 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101781.921875 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -101781.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101852.406250 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -101852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101894.078125 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -101894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101934.843750 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -101934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101993.656250 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -101993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102045.148438 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -102045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102103.843750 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -102103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102178.585938 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -102178.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102274.109375 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -102274.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102417.828125 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -102417.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102560.750000 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -102560.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102672.789062 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -102672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102761.453125 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -102761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102806.968750 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -102807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102832.132812 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -102832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102854.585938 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -102854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102877.187500 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -102877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102880.835938 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -102880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102885.101562 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -102885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102885.101562 Penalty: 3393.970947
	Iteration 23F: 3 clusters Score -102885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206436 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 184796 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 328 members 
Entering Unmasked Estep 
Score: -166421840.000000 Penalty: 83866.898438
Splitting cluster 10 changes total score from -166423376.000000 to -166421840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (184796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Entering Unmasked Estep 
Score: -23693792.000000 Penalty: 3007.497803
	Iteration 0F: 2 clusters Score -2.369379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -23571658.000000 Penalty: 6014.995605
	Iteration 0F: 3 clusters Score -2.357166e+07 nChanged 88858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -23622998.000000 Penalty: 6014.995605
	Iteration 1F: 3 clusters Score -2.3623e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -23623966.000000 Penalty: 6014.995605
	Iteration 2Q: 3 clusters Score -2.362397e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -23625038.000000 Penalty: 6014.995605
	Iteration 3Q: 3 clusters Score -2.362504e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -23626772.000000 Penalty: 6014.995605
	Iteration 4Q: 3 clusters Score -2.362677e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -23629736.000000 Penalty: 6014.995605
	Iteration 5Q: 3 clusters Score -2.362974e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -23635176.000000 Penalty: 6014.995605
	Iteration 6F: 3 clusters Score -2.363518e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -23643808.000000 Penalty: 6014.995605
	Iteration 7F: 3 clusters Score -2.364381e+07 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -23656920.000000 Penalty: 6014.995605
	Iteration 8F: 3 clusters Score -2.365692e+07 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -23673174.000000 Penalty: 6014.995605
	Iteration 9F: 3 clusters Score -2.367317e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -23684552.000000 Penalty: 6014.995605
	Iteration 10F: 3 clusters Score -2.368455e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 142663 members 
Entering Unmasked Estep 
Score: -23687874.000000 Penalty: 6014.995605
	Iteration 11Q: 3 clusters Score -2.368787e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -23689026.000000 Penalty: 6014.995605
	Iteration 12Q: 3 clusters Score -2.368903e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -23689906.000000 Penalty: 6014.995605
	Iteration 13Q: 3 clusters Score -2.368991e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -23690396.000000 Penalty: 6014.995605
	Iteration 14Q: 3 clusters Score -2.36904e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -23690878.000000 Penalty: 6014.995605
	Iteration 15Q: 3 clusters Score -2.369088e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -23691164.000000 Penalty: 6014.995605
	Iteration 16Q: 3 clusters Score -2.369116e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -23691524.000000 Penalty: 6014.995605
	Iteration 17Q: 3 clusters Score -2.369152e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -23691740.000000 Penalty: 6014.995605
	Iteration 18Q: 3 clusters Score -2.369174e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -23691990.000000 Penalty: 6014.995605
	Iteration 19Q: 3 clusters Score -2.369199e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -23692180.000000 Penalty: 6014.995605
	Iteration 20F: 3 clusters Score -2.369218e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -23692254.000000 Penalty: 6014.995605
	Iteration 21Q: 3 clusters Score -2.369225e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -23692364.000000 Penalty: 6014.995605
	Iteration 22Q: 3 clusters Score -2.369236e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -23692510.000000 Penalty: 6014.995605
	Iteration 23Q: 3 clusters Score -2.369251e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -23692568.000000 Penalty: 6014.995605
	Iteration 24Q: 3 clusters Score -2.369257e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -23692644.000000 Penalty: 6014.995605
	Iteration 25Q: 3 clusters Score -2.369264e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -23692774.000000 Penalty: 6014.995605
	Iteration 26Q: 3 clusters Score -2.369277e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -23692866.000000 Penalty: 6014.995605
	Iteration 27Q: 3 clusters Score -2.369287e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -23692924.000000 Penalty: 6014.995605
	Iteration 28Q: 3 clusters Score -2.369292e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -23692996.000000 Penalty: 6014.995605
	Iteration 29Q: 3 clusters Score -2.3693e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -23693056.000000 Penalty: 6014.995605
	Iteration 30Q: 3 clusters Score -2.369306e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 162260 members 
Entering Unmasked Estep 
Score: -23693176.000000 Penalty: 6014.995605
	Iteration 31Q: 3 clusters Score -2.369318e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -23693260.000000 Penalty: 6014.995605
	Iteration 32Q: 3 clusters Score -2.369326e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -23693314.000000 Penalty: 6014.995605
	Iteration 33Q: 3 clusters Score -2.369331e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -23693340.000000 Penalty: 6014.995605
	Iteration 34Q: 3 clusters Score -2.369334e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -23693404.000000 Penalty: 6014.995605
	Iteration 35Q: 3 clusters Score -2.36934e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -23693434.000000 Penalty: 6014.995605
	Iteration 36Q: 3 clusters Score -2.369343e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -23693428.000000 Penalty: 6014.995605
	Iteration 37Q: 3 clusters Score -2.369343e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 165481 members 
Entering Unmasked Estep 
Score: -23693486.000000 Penalty: 6014.995605
	Iteration 38Q: 3 clusters Score -2.369349e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -23693470.000000 Penalty: 6014.995605
	Iteration 39Q: 3 clusters Score -2.369347e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -23693502.000000 Penalty: 6014.995605
	Iteration 40F: 3 clusters Score -2.36935e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 166428 members 
Entering Unmasked Estep 
Score: -23693508.000000 Penalty: 6014.995605
	Iteration 41Q: 3 clusters Score -2.369351e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -23693446.000000 Penalty: 6014.995605
	Iteration 42Q: 3 clusters Score -2.369345e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 166980 members 
Entering Unmasked Estep 
Score: -23693510.000000 Penalty: 6014.995605
	Iteration 43Q: 3 clusters Score -2.369351e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -23693576.000000 Penalty: 6014.995605
	Iteration 44Q: 3 clusters Score -2.369358e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 167510 members 
Entering Unmasked Estep 
Score: -23693646.000000 Penalty: 6014.995605
	Iteration 45Q: 3 clusters Score -2.369365e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 167713 members 
Entering Unmasked Estep 
Score: -23693658.000000 Penalty: 6014.995605
	Iteration 46Q: 3 clusters Score -2.369366e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -23693678.000000 Penalty: 6014.995605
	Iteration 47Q: 3 clusters Score -2.369368e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -23693674.000000 Penalty: 6014.995605
	Iteration 48Q: 3 clusters Score -2.369367e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 168251 members 
Entering Unmasked Estep 
Score: -23693658.000000 Penalty: 6014.995605
	Iteration 49Q: 3 clusters Score -2.369366e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 168422 members 
Entering Unmasked Estep 
Score: -23693700.000000 Penalty: 6014.995605
	Iteration 50Q: 3 clusters Score -2.36937e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -23693712.000000 Penalty: 6014.995605
	Iteration 51Q: 3 clusters Score -2.369371e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 168764 members 
Entering Unmasked Estep 
Score: -23693770.000000 Penalty: 6014.995605
	Iteration 52Q: 3 clusters Score -2.369377e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -23693792.000000 Penalty: 6014.995605
	Iteration 53Q: 3 clusters Score -2.369379e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 169082 members 
Entering Unmasked Estep 
Score: -23693742.000000 Penalty: 6014.995605
	Iteration 54Q: 3 clusters Score -2.369374e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -23693738.000000 Penalty: 6014.995605
	Iteration 55Q: 3 clusters Score -2.369374e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -23693744.000000 Penalty: 6014.995605
	Iteration 56Q: 3 clusters Score -2.369374e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -23693726.000000 Penalty: 6014.995605
	Iteration 57Q: 3 clusters Score -2.369373e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -23693764.000000 Penalty: 6014.995605
	Iteration 58Q: 3 clusters Score -2.369376e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -23693790.000000 Penalty: 6014.995605
	Iteration 59Q: 3 clusters Score -2.369379e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -23693792.000000 Penalty: 6014.995605
	Iteration 60F: 3 clusters Score -2.369379e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -23693826.000000 Penalty: 6014.995605
	Iteration 61Q: 3 clusters Score -2.369383e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -23693848.000000 Penalty: 6014.995605
	Iteration 62Q: 3 clusters Score -2.369385e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -23693868.000000 Penalty: 6014.995605
	Iteration 63Q: 3 clusters Score -2.369387e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 170345 members 
Entering Unmasked Estep 
Score: -23693872.000000 Penalty: 6014.995605
	Iteration 64Q: 3 clusters Score -2.369387e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -23693884.000000 Penalty: 6014.995605
	Iteration 65Q: 3 clusters Score -2.369388e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -23693874.000000 Penalty: 6014.995605
	Iteration 66Q: 3 clusters Score -2.369387e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -23693890.000000 Penalty: 6014.995605
	Iteration 67Q: 3 clusters Score -2.369389e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -23693902.000000 Penalty: 6014.995605
	Iteration 68Q: 3 clusters Score -2.36939e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -23693878.000000 Penalty: 6014.995605
	Iteration 69Q: 3 clusters Score -2.369388e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -23693894.000000 Penalty: 6014.995605
	Iteration 70Q: 3 clusters Score -2.369389e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -23693872.000000 Penalty: 6014.995605
	Iteration 71Q: 3 clusters Score -2.369387e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -23693870.000000 Penalty: 6014.995605
	Iteration 72Q: 3 clusters Score -2.369387e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -23693912.000000 Penalty: 6014.995605
	Iteration 73Q: 3 clusters Score -2.369391e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 74Q: 3 clusters Score -2.369392e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -23693996.000000 Penalty: 6014.995605
	Iteration 75Q: 3 clusters Score -2.3694e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -23694002.000000 Penalty: 6014.995605
	Iteration 76Q: 3 clusters Score -2.3694e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -23694054.000000 Penalty: 6014.995605
	Iteration 77Q: 3 clusters Score -2.369405e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -23694052.000000 Penalty: 6014.995605
	Iteration 78Q: 3 clusters Score -2.369405e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -23694038.000000 Penalty: 6014.995605
	Iteration 79Q: 3 clusters Score -2.369404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -23694078.000000 Penalty: 6014.995605
	Iteration 80F: 3 clusters Score -2.369408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 172424 members 
Entering Unmasked Estep 
Score: -23694060.000000 Penalty: 6014.995605
	Iteration 81Q: 3 clusters Score -2.369406e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -23694040.000000 Penalty: 6014.995605
	Iteration 82Q: 3 clusters Score -2.369404e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 172578 members 
Entering Unmasked Estep 
Score: -23694036.000000 Penalty: 6014.995605
	Iteration 83Q: 3 clusters Score -2.369404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -23694020.000000 Penalty: 6014.995605
	Iteration 84Q: 3 clusters Score -2.369402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -23694040.000000 Penalty: 6014.995605
	Iteration 85Q: 3 clusters Score -2.369404e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -23694042.000000 Penalty: 6014.995605
	Iteration 86Q: 3 clusters Score -2.369404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 172849 members 
Entering Unmasked Estep 
Score: -23694006.000000 Penalty: 6014.995605
	Iteration 87Q: 3 clusters Score -2.369401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 172916 members 
Entering Unmasked Estep 
Score: -23694010.000000 Penalty: 6014.995605
	Iteration 88Q: 3 clusters Score -2.369401e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -23694006.000000 Penalty: 6014.995605
	Iteration 89Q: 3 clusters Score -2.369401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 173036 members 
Entering Unmasked Estep 
Score: -23693972.000000 Penalty: 6014.995605
	Iteration 90Q: 3 clusters Score -2.369397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 173084 members 
Entering Unmasked Estep 
Score: -23693972.000000 Penalty: 6014.995605
	Iteration 91Q: 3 clusters Score -2.369397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 173137 members 
Entering Unmasked Estep 
Score: -23693952.000000 Penalty: 6014.995605
	Iteration 92Q: 3 clusters Score -2.369395e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -23693954.000000 Penalty: 6014.995605
	Iteration 93Q: 3 clusters Score -2.369395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -23693956.000000 Penalty: 6014.995605
	Iteration 94Q: 3 clusters Score -2.369396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -23693976.000000 Penalty: 6014.995605
	Iteration 95Q: 3 clusters Score -2.369398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -23693970.000000 Penalty: 6014.995605
	Iteration 96Q: 3 clusters Score -2.369397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -23693964.000000 Penalty: 6014.995605
	Iteration 97Q: 3 clusters Score -2.369396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 173405 members 
Entering Unmasked Estep 
Score: -23693986.000000 Penalty: 6014.995605
	Iteration 98Q: 3 clusters Score -2.369399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -23693970.000000 Penalty: 6014.995605
	Iteration 99Q: 3 clusters Score -2.369397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 173479 members 
Entering Unmasked Estep 
Score: -23693958.000000 Penalty: 6014.995605
	Iteration 100F: 3 clusters Score -2.369396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 173516 members 
Entering Unmasked Estep 
Score: -23693994.000000 Penalty: 6014.995605
	Iteration 101Q: 3 clusters Score -2.369399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -23694000.000000 Penalty: 6014.995605
	Iteration 102Q: 3 clusters Score -2.3694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 173574 members 
Entering Unmasked Estep 
Score: -23693978.000000 Penalty: 6014.995605
	Iteration 103Q: 3 clusters Score -2.369398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -23693982.000000 Penalty: 6014.995605
	Iteration 104Q: 3 clusters Score -2.369398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -23693986.000000 Penalty: 6014.995605
	Iteration 105Q: 3 clusters Score -2.369399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 173655 members 
Entering Unmasked Estep 
Score: -23693944.000000 Penalty: 6014.995605
	Iteration 106Q: 3 clusters Score -2.369394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -23693938.000000 Penalty: 6014.995605
	Iteration 107Q: 3 clusters Score -2.369394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -23693936.000000 Penalty: 6014.995605
	Iteration 108Q: 3 clusters Score -2.369394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 173713 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 109Q: 3 clusters Score -2.369395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -23693932.000000 Penalty: 6014.995605
	Iteration 110Q: 3 clusters Score -2.369393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 173742 members 
Entering Unmasked Estep 
Score: -23693936.000000 Penalty: 6014.995605
	Iteration 111Q: 3 clusters Score -2.369394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -23693940.000000 Penalty: 6014.995605
	Iteration 112Q: 3 clusters Score -2.369394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -23693956.000000 Penalty: 6014.995605
	Iteration 113Q: 3 clusters Score -2.369396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 173782 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 114Q: 3 clusters Score -2.369395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 173811 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 115Q: 3 clusters Score -2.369395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 173839 members 
Entering Unmasked Estep 
Score: -23693918.000000 Penalty: 6014.995605
	Iteration 116Q: 3 clusters Score -2.369392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -23693922.000000 Penalty: 6014.995605
	Iteration 117Q: 3 clusters Score -2.369392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -23693940.000000 Penalty: 6014.995605
	Iteration 118Q: 3 clusters Score -2.369394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 173918 members 
Entering Unmasked Estep 
Score: -23693918.000000 Penalty: 6014.995605
	Iteration 119Q: 3 clusters Score -2.369392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -23693910.000000 Penalty: 6014.995605
	Iteration 120F: 3 clusters Score -2.369391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 121Q: 3 clusters Score -2.369392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -23693952.000000 Penalty: 6014.995605
	Iteration 122Q: 3 clusters Score -2.369395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -23693924.000000 Penalty: 6014.995605
	Iteration 123Q: 3 clusters Score -2.369392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -23693926.000000 Penalty: 6014.995605
	Iteration 124Q: 3 clusters Score -2.369393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -23693944.000000 Penalty: 6014.995605
	Iteration 125Q: 3 clusters Score -2.369394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -23693946.000000 Penalty: 6014.995605
	Iteration 126Q: 3 clusters Score -2.369395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -23693960.000000 Penalty: 6014.995605
	Iteration 127Q: 3 clusters Score -2.369396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -23693950.000000 Penalty: 6014.995605
	Iteration 128Q: 3 clusters Score -2.369395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 174081 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 129Q: 3 clusters Score -2.369395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -23693952.000000 Penalty: 6014.995605
	Iteration 130Q: 3 clusters Score -2.369395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 174094 members 
Entering Unmasked Estep 
Score: -23693958.000000 Penalty: 6014.995605
	Iteration 131Q: 3 clusters Score -2.369396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -23693946.000000 Penalty: 6014.995605
	Iteration 132Q: 3 clusters Score -2.369395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 174104 members 
Entering Unmasked Estep 
Score: -23693946.000000 Penalty: 6014.995605
	Iteration 133Q: 3 clusters Score -2.369395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 174111 members 
Entering Unmasked Estep 
Score: -23693970.000000 Penalty: 6014.995605
	Iteration 134Q: 3 clusters Score -2.369397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -23693960.000000 Penalty: 6014.995605
	Iteration 135Q: 3 clusters Score -2.369396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 174125 members 
Entering Unmasked Estep 
Score: -23693954.000000 Penalty: 6014.995605
	Iteration 136Q: 3 clusters Score -2.369395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 174130 members 
Entering Unmasked Estep 
Score: -23693932.000000 Penalty: 6014.995605
	Iteration 137Q: 3 clusters Score -2.369393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -23693926.000000 Penalty: 6014.995605
	Iteration 138Q: 3 clusters Score -2.369393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -23693928.000000 Penalty: 6014.995605
	Iteration 139Q: 3 clusters Score -2.369393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -23693940.000000 Penalty: 6014.995605
	Iteration 140F: 3 clusters Score -2.369394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 141Q: 3 clusters Score -2.369395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 142Q: 3 clusters Score -2.369395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -23693948.000000 Penalty: 6014.995605
	Iteration 143Q: 3 clusters Score -2.369395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 174148 members 
Entering Unmasked Estep 
Score: -23693954.000000 Penalty: 6014.995605
	Iteration 144Q: 3 clusters Score -2.369395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -23693946.000000 Penalty: 6014.995605
	Iteration 145Q: 3 clusters Score -2.369395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -23693934.000000 Penalty: 6014.995605
	Iteration 146Q: 3 clusters Score -2.369393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -23693944.000000 Penalty: 6014.995605
	Iteration 147Q: 3 clusters Score -2.369394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -23693924.000000 Penalty: 6014.995605
	Iteration 148Q: 3 clusters Score -2.369392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 149Q: 3 clusters Score -2.369392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -23693936.000000 Penalty: 6014.995605
	Iteration 150Q: 3 clusters Score -2.369394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 151Q: 3 clusters Score -2.369392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 174214 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 152Q: 3 clusters Score -2.369392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 174228 members 
Entering Unmasked Estep 
Score: -23693924.000000 Penalty: 6014.995605
	Iteration 153Q: 3 clusters Score -2.369392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -23693904.000000 Penalty: 6014.995605
	Iteration 154Q: 3 clusters Score -2.36939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -23693914.000000 Penalty: 6014.995605
	Iteration 155Q: 3 clusters Score -2.369391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -23693920.000000 Penalty: 6014.995605
	Iteration 156Q: 3 clusters Score -2.369392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -23693918.000000 Penalty: 6014.995605
	Iteration 157Q: 3 clusters Score -2.369392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -23693908.000000 Penalty: 6014.995605
	Iteration 158Q: 3 clusters Score -2.369391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -23693902.000000 Penalty: 6014.995605
	Iteration 159Q: 3 clusters Score -2.36939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -23693898.000000 Penalty: 6014.995605
	Iteration 160F: 3 clusters Score -2.36939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 174287 members 
Entering Unmasked Estep 
Score: -23693912.000000 Penalty: 6014.995605
	Iteration 161Q: 3 clusters Score -2.369391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 174291 members 
Entering Unmasked Estep 
Score: -23693916.000000 Penalty: 6014.995605
	Iteration 162Q: 3 clusters Score -2.369392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -23693912.000000 Penalty: 6014.995605
	Iteration 163Q: 3 clusters Score -2.369391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -23693880.000000 Penalty: 6014.995605
	Iteration 164Q: 3 clusters Score -2.369388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -23693888.000000 Penalty: 6014.995605
	Iteration 165Q: 3 clusters Score -2.369389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -23693904.000000 Penalty: 6014.995605
	Iteration 166Q: 3 clusters Score -2.36939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 174326 members 
Entering Unmasked Estep 
Score: -23693888.000000 Penalty: 6014.995605
	Iteration 167Q: 3 clusters Score -2.369389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 174329 members 
Entering Unmasked Estep 
Score: -23693894.000000 Penalty: 6014.995605
	Iteration 168Q: 3 clusters Score -2.369389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 174333 members 
Entering Unmasked Estep 
Score: -23693900.000000 Penalty: 6014.995605
	Iteration 169Q: 3 clusters Score -2.36939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 174338 members 
Entering Unmasked Estep 
Score: -23693910.000000 Penalty: 6014.995605
	Iteration 170Q: 3 clusters Score -2.369391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -23693906.000000 Penalty: 6014.995605
	Iteration 171Q: 3 clusters Score -2.369391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 174347 members 
Entering Unmasked Estep 
Score: -23693902.000000 Penalty: 6014.995605
	Iteration 172Q: 3 clusters Score -2.36939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 174352 members 
Entering Unmasked Estep 
Score: -23693908.000000 Penalty: 6014.995605
	Iteration 173Q: 3 clusters Score -2.369391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -23693910.000000 Penalty: 6014.995605
	Iteration 174Q: 3 clusters Score -2.369391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 174369 members 
Entering Unmasked Estep 
Score: -23693906.000000 Penalty: 6014.995605
	Iteration 175Q: 3 clusters Score -2.369391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -23693924.000000 Penalty: 6014.995605
	Iteration 176Q: 3 clusters Score -2.369392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -23693930.000000 Penalty: 6014.995605
	Iteration 177Q: 3 clusters Score -2.369393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -23693934.000000 Penalty: 6014.995605
	Iteration 178Q: 3 clusters Score -2.369393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 174400 members 
Entering Unmasked Estep 
Score: -23693938.000000 Penalty: 6014.995605
	Iteration 179Q: 3 clusters Score -2.369394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -23693938.000000 Penalty: 6014.995605
	Iteration 180F: 3 clusters Score -2.369394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -23693940.000000 Penalty: 6014.995605
	Iteration 181Q: 3 clusters Score -2.369394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -23693928.000000 Penalty: 6014.995605
	Iteration 182Q: 3 clusters Score -2.369393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -23693924.000000 Penalty: 6014.995605
	Iteration 183Q: 3 clusters Score -2.369392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 174412 members 
Entering Unmasked Estep 
Score: -23693916.000000 Penalty: 6014.995605
	Iteration 184Q: 3 clusters Score -2.369392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -23693926.000000 Penalty: 6014.995605
	Iteration 185Q: 3 clusters Score -2.369393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -23693922.000000 Penalty: 6014.995605
	Iteration 186Q: 3 clusters Score -2.369392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -23693926.000000 Penalty: 6014.995605
	Iteration 187Q: 3 clusters Score -2.369393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 174426 members 
Entering Unmasked Estep 
Score: -23693908.000000 Penalty: 6014.995605
	Iteration 188Q: 3 clusters Score -2.369391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -23693928.000000 Penalty: 6014.995605
	Iteration 189Q: 3 clusters Score -2.369393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -23693910.000000 Penalty: 6014.995605
	Iteration 190Q: 3 clusters Score -2.369391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 174453 members 
Entering Unmasked Estep 
Score: -23693904.000000 Penalty: 6014.995605
	Iteration 191Q: 3 clusters Score -2.36939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -23693910.000000 Penalty: 6014.995605
	Iteration 192Q: 3 clusters Score -2.369391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -23693894.000000 Penalty: 6014.995605
	Iteration 193Q: 3 clusters Score -2.369389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -23693890.000000 Penalty: 6014.995605
	Iteration 194Q: 3 clusters Score -2.369389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -23693888.000000 Penalty: 6014.995605
	Iteration 195Q: 3 clusters Score -2.369389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -23693878.000000 Penalty: 6014.995605
	Iteration 196Q: 3 clusters Score -2.369388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -23693876.000000 Penalty: 6014.995605
	Iteration 197Q: 3 clusters Score -2.369388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -23693870.000000 Penalty: 6014.995605
	Iteration 198Q: 3 clusters Score -2.369387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -23693870.000000 Penalty: 6014.995605
	Iteration 199F: 3 clusters Score -2.369387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206436 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 174505 members 
Entering Unmasked Estep 
Score: -166422112.000000 Penalty: 83866.898438
Splitting cluster 11 changes total score from -166423376.000000 to -166422112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (71146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Entering Unmasked Estep 
Score: -8896256.000000 Penalty: 2770.777344
	Iteration 0F: 2 clusters Score -8896256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -8848473.000000 Penalty: 5541.554688
	Iteration 0F: 3 clusters Score -8848473 nChanged 33293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8866914.000000 Penalty: 5541.554688
	Iteration 1F: 3 clusters Score -8866914 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8867405.000000 Penalty: 5541.554688
	Iteration 2Q: 3 clusters Score -8867405 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8867827.000000 Penalty: 5541.554688
	Iteration 3Q: 3 clusters Score -8867827 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8868367.000000 Penalty: 5541.554688
	Iteration 4Q: 3 clusters Score -8868367 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8868929.000000 Penalty: 5541.554688
	Iteration 5Q: 3 clusters Score -8868929 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -8869665.000000 Penalty: 5541.554688
	Iteration 6Q: 3 clusters Score -8869665 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -8870696.000000 Penalty: 5541.554688
	Iteration 7Q: 3 clusters Score -8870696 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -8872373.000000 Penalty: 5541.554688
	Iteration 8Q: 3 clusters Score -8872373 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -8874862.000000 Penalty: 5541.554688
	Iteration 9Q: 3 clusters Score -8874862 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8878206.000000 Penalty: 5541.554688
	Iteration 10F: 3 clusters Score -8878206 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -8881826.000000 Penalty: 5541.554688
	Iteration 11F: 3 clusters Score -8881826 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -8885289.000000 Penalty: 5541.554688
	Iteration 12F: 3 clusters Score -8885289 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -8888205.000000 Penalty: 5541.554688
	Iteration 13Q: 3 clusters Score -8888205 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -8890367.000000 Penalty: 5541.554688
	Iteration 14Q: 3 clusters Score -8890367 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8891846.000000 Penalty: 5541.554688
	Iteration 15Q: 3 clusters Score -8891846 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8892793.000000 Penalty: 5541.554688
	Iteration 16Q: 3 clusters Score -8892793 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8893435.000000 Penalty: 5541.554688
	Iteration 17Q: 3 clusters Score -8893435 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8893855.000000 Penalty: 5541.554688
	Iteration 18Q: 3 clusters Score -8893855 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8894199.000000 Penalty: 5541.554688
	Iteration 19Q: 3 clusters Score -8894199 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8894417.000000 Penalty: 5541.554688
	Iteration 20F: 3 clusters Score -8894417 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8894520.000000 Penalty: 5541.554688
	Iteration 21Q: 3 clusters Score -8894520 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -8894635.000000 Penalty: 5541.554688
	Iteration 22Q: 3 clusters Score -8894635 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8894709.000000 Penalty: 5541.554688
	Iteration 23Q: 3 clusters Score -8894709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8894744.000000 Penalty: 5541.554688
	Iteration 24Q: 3 clusters Score -8894744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -8894772.000000 Penalty: 5541.554688
	Iteration 25Q: 3 clusters Score -8894772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8894797.000000 Penalty: 5541.554688
	Iteration 26Q: 3 clusters Score -8894797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8894801.000000 Penalty: 5541.554688
	Iteration 27Q: 3 clusters Score -8894801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8894801.000000 Penalty: 5541.554688
	Iteration 28Q: 3 clusters Score -8894801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -8894812.000000 Penalty: 5541.554688
	Iteration 29Q: 3 clusters Score -8894812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8894824.000000 Penalty: 5541.554688
	Iteration 30Q: 3 clusters Score -8894824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -8894828.000000 Penalty: 5541.554688
	Iteration 31Q: 3 clusters Score -8894828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8894842.000000 Penalty: 5541.554688
	Iteration 32Q: 3 clusters Score -8894842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8894843.000000 Penalty: 5541.554688
	Iteration 33Q: 3 clusters Score -8894843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -8894842.000000 Penalty: 5541.554688
	Iteration 34Q: 3 clusters Score -8894842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8894854.000000 Penalty: 5541.554688
	Iteration 35Q: 3 clusters Score -8894854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8894845.000000 Penalty: 5541.554688
	Iteration 36Q: 3 clusters Score -8894845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8894857.000000 Penalty: 5541.554688
	Iteration 37Q: 3 clusters Score -8894857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8894863.000000 Penalty: 5541.554688
	Iteration 38Q: 3 clusters Score -8894863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8894854.000000 Penalty: 5541.554688
	Iteration 39Q: 3 clusters Score -8894854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -8894874.000000 Penalty: 5541.554688
	Iteration 40F: 3 clusters Score -8894874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8894868.000000 Penalty: 5541.554688
	Iteration 41Q: 3 clusters Score -8894868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8894867.000000 Penalty: 5541.554688
	Iteration 42Q: 3 clusters Score -8894867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8894872.000000 Penalty: 5541.554688
	Iteration 43Q: 3 clusters Score -8894872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8894880.000000 Penalty: 5541.554688
	Iteration 44Q: 3 clusters Score -8894880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8894869.000000 Penalty: 5541.554688
	Iteration 45Q: 3 clusters Score -8894869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8894867.000000 Penalty: 5541.554688
	Iteration 46Q: 3 clusters Score -8894867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8894878.000000 Penalty: 5541.554688
	Iteration 47Q: 3 clusters Score -8894878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8894874.000000 Penalty: 5541.554688
	Iteration 48Q: 3 clusters Score -8894874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8894866.000000 Penalty: 5541.554688
	Iteration 49Q: 3 clusters Score -8894866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -8894861.000000 Penalty: 5541.554688
	Iteration 50Q: 3 clusters Score -8894861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8894866.000000 Penalty: 5541.554688
	Iteration 51Q: 3 clusters Score -8894866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8894866.000000 Penalty: 5541.554688
	Iteration 52F: 3 clusters Score -8894866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Entering Unmasked Estep 
Score: -5702907.000000 Penalty: 2649.786377
	Iteration 0F: 2 clusters Score -5702907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5673479.000000 Penalty: 5299.572754
	Iteration 0F: 3 clusters Score -5673479 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5684299.500000 Penalty: 5299.572754
	Iteration 1F: 3 clusters Score -5684300 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5685001.500000 Penalty: 5299.572754
	Iteration 2Q: 3 clusters Score -5685002 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5685837.500000 Penalty: 5299.572754
	Iteration 3Q: 3 clusters Score -5685838 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5686862.000000 Penalty: 5299.572754
	Iteration 4Q: 3 clusters Score -5686862 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5688027.500000 Penalty: 5299.572754
	Iteration 5F: 3 clusters Score -5688028 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5689489.500000 Penalty: 5299.572754
	Iteration 6F: 3 clusters Score -5689490 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5691446.500000 Penalty: 5299.572754
	Iteration 7F: 3 clusters Score -5691446 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -5693666.500000 Penalty: 5299.572754
	Iteration 8F: 3 clusters Score -5693666 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -5695677.500000 Penalty: 5299.572754
	Iteration 9F: 3 clusters Score -5695678 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5696826.500000 Penalty: 5299.572754
	Iteration 10Q: 3 clusters Score -5696826 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -5697405.500000 Penalty: 5299.572754
	Iteration 11Q: 3 clusters Score -5697406 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5697726.500000 Penalty: 5299.572754
	Iteration 12Q: 3 clusters Score -5697726 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5697994.000000 Penalty: 5299.572754
	Iteration 13Q: 3 clusters Score -5697994 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5698178.000000 Penalty: 5299.572754
	Iteration 14Q: 3 clusters Score -5698178 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -5698361.500000 Penalty: 5299.572754
	Iteration 15Q: 3 clusters Score -5698362 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5698530.000000 Penalty: 5299.572754
	Iteration 16Q: 3 clusters Score -5698530 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5698653.500000 Penalty: 5299.572754
	Iteration 17Q: 3 clusters Score -5698654 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -5698777.500000 Penalty: 5299.572754
	Iteration 18Q: 3 clusters Score -5698778 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -5698888.500000 Penalty: 5299.572754
	Iteration 19Q: 3 clusters Score -5698888 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -5699008.500000 Penalty: 5299.572754
	Iteration 20F: 3 clusters Score -5699008 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5699094.500000 Penalty: 5299.572754
	Iteration 21Q: 3 clusters Score -5699094 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5699164.000000 Penalty: 5299.572754
	Iteration 22Q: 3 clusters Score -5699164 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -5699301.500000 Penalty: 5299.572754
	Iteration 23Q: 3 clusters Score -5699302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5699373.000000 Penalty: 5299.572754
	Iteration 24Q: 3 clusters Score -5699373 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5699468.000000 Penalty: 5299.572754
	Iteration 25Q: 3 clusters Score -5699468 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -5699544.000000 Penalty: 5299.572754
	Iteration 26Q: 3 clusters Score -5699544 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5699618.500000 Penalty: 5299.572754
	Iteration 27Q: 3 clusters Score -5699618 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -5699662.500000 Penalty: 5299.572754
	Iteration 28Q: 3 clusters Score -5699662 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5699737.500000 Penalty: 5299.572754
	Iteration 29Q: 3 clusters Score -5699738 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5699805.500000 Penalty: 5299.572754
	Iteration 30Q: 3 clusters Score -5699806 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5699892.500000 Penalty: 5299.572754
	Iteration 31Q: 3 clusters Score -5699892 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5699985.500000 Penalty: 5299.572754
	Iteration 32Q: 3 clusters Score -5699986 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5700072.500000 Penalty: 5299.572754
	Iteration 33Q: 3 clusters Score -5700072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5700173.500000 Penalty: 5299.572754
	Iteration 34Q: 3 clusters Score -5700174 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5700233.500000 Penalty: 5299.572754
	Iteration 35Q: 3 clusters Score -5700234 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5700310.000000 Penalty: 5299.572754
	Iteration 36Q: 3 clusters Score -5700310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5700376.500000 Penalty: 5299.572754
	Iteration 37Q: 3 clusters Score -5700376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5700436.000000 Penalty: 5299.572754
	Iteration 38Q: 3 clusters Score -5700436 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5700504.500000 Penalty: 5299.572754
	Iteration 39Q: 3 clusters Score -5700504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5700528.500000 Penalty: 5299.572754
	Iteration 40F: 3 clusters Score -5700528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5700585.500000 Penalty: 5299.572754
	Iteration 41Q: 3 clusters Score -5700586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5700611.000000 Penalty: 5299.572754
	Iteration 42Q: 3 clusters Score -5700611 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5700649.500000 Penalty: 5299.572754
	Iteration 43Q: 3 clusters Score -5700650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5700699.500000 Penalty: 5299.572754
	Iteration 44Q: 3 clusters Score -5700700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5700733.500000 Penalty: 5299.572754
	Iteration 45Q: 3 clusters Score -5700734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5700768.500000 Penalty: 5299.572754
	Iteration 46Q: 3 clusters Score -5700768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5700812.500000 Penalty: 5299.572754
	Iteration 47Q: 3 clusters Score -5700812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5700839.000000 Penalty: 5299.572754
	Iteration 48Q: 3 clusters Score -5700839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5700847.500000 Penalty: 5299.572754
	Iteration 49Q: 3 clusters Score -5700848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5700864.000000 Penalty: 5299.572754
	Iteration 50Q: 3 clusters Score -5700864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5700885.500000 Penalty: 5299.572754
	Iteration 51Q: 3 clusters Score -5700886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5700912.500000 Penalty: 5299.572754
	Iteration 52Q: 3 clusters Score -5700912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5700945.500000 Penalty: 5299.572754
	Iteration 53Q: 3 clusters Score -5700946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5700954.000000 Penalty: 5299.572754
	Iteration 54Q: 3 clusters Score -5700954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5700976.000000 Penalty: 5299.572754
	Iteration 55Q: 3 clusters Score -5700976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5700994.000000 Penalty: 5299.572754
	Iteration 56Q: 3 clusters Score -5700994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5701007.000000 Penalty: 5299.572754
	Iteration 57Q: 3 clusters Score -5701007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5701024.500000 Penalty: 5299.572754
	Iteration 58Q: 3 clusters Score -5701024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5701034.500000 Penalty: 5299.572754
	Iteration 59Q: 3 clusters Score -5701034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5701034.000000 Penalty: 5299.572754
	Iteration 60F: 3 clusters Score -5701034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5701041.500000 Penalty: 5299.572754
	Iteration 61Q: 3 clusters Score -5701042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5701052.000000 Penalty: 5299.572754
	Iteration 62Q: 3 clusters Score -5701052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5701051.500000 Penalty: 5299.572754
	Iteration 63Q: 3 clusters Score -5701052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5701046.500000 Penalty: 5299.572754
	Iteration 64Q: 3 clusters Score -5701046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5701055.500000 Penalty: 5299.572754
	Iteration 65Q: 3 clusters Score -5701056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5701055.000000 Penalty: 5299.572754
	Iteration 66Q: 3 clusters Score -5701055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5701050.000000 Penalty: 5299.572754
	Iteration 67Q: 3 clusters Score -5701050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5701049.500000 Penalty: 5299.572754
	Iteration 68Q: 3 clusters Score -5701050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5701054.500000 Penalty: 5299.572754
	Iteration 69Q: 3 clusters Score -5701054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5701060.000000 Penalty: 5299.572754
	Iteration 70Q: 3 clusters Score -5701060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5701066.500000 Penalty: 5299.572754
	Iteration 71Q: 3 clusters Score -5701066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5701073.500000 Penalty: 5299.572754
	Iteration 72Q: 3 clusters Score -5701074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5701068.000000 Penalty: 5299.572754
	Iteration 73Q: 3 clusters Score -5701068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5701068.000000 Penalty: 5299.572754
	Iteration 74Q: 3 clusters Score -5701068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5701074.000000 Penalty: 5299.572754
	Iteration 75Q: 3 clusters Score -5701074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5701079.000000 Penalty: 5299.572754
	Iteration 76Q: 3 clusters Score -5701079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5701079.000000 Penalty: 5299.572754
	Iteration 77Q: 3 clusters Score -5701079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5701075.000000 Penalty: 5299.572754
	Iteration 78Q: 3 clusters Score -5701075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5701076.500000 Penalty: 5299.572754
	Iteration 79Q: 3 clusters Score -5701076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5701080.500000 Penalty: 5299.572754
	Iteration 80F: 3 clusters Score -5701080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5701085.500000 Penalty: 5299.572754
	Iteration 81Q: 3 clusters Score -5701086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5701082.000000 Penalty: 5299.572754
	Iteration 82Q: 3 clusters Score -5701082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5701088.500000 Penalty: 5299.572754
	Iteration 83Q: 3 clusters Score -5701088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5701081.500000 Penalty: 5299.572754
	Iteration 84Q: 3 clusters Score -5701082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5701082.000000 Penalty: 5299.572754
	Iteration 85Q: 3 clusters Score -5701082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5701079.500000 Penalty: 5299.572754
	Iteration 86Q: 3 clusters Score -5701080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5701082.000000 Penalty: 5299.572754
	Iteration 87Q: 3 clusters Score -5701082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5701085.000000 Penalty: 5299.572754
	Iteration 88Q: 3 clusters Score -5701085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5701083.500000 Penalty: 5299.572754
	Iteration 89Q: 3 clusters Score -5701084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5701088.000000 Penalty: 5299.572754
	Iteration 90Q: 3 clusters Score -5701088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5701085.000000 Penalty: 5299.572754
	Iteration 91Q: 3 clusters Score -5701085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5701085.000000 Penalty: 5299.572754
	Iteration 92F: 3 clusters Score -5701085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1246973.500000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -1246974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1239306.500000 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -1239306 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1241544.250000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -1241544 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1241872.250000 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -1241872 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1242147.750000 Penalty: 4572.674316
	Iteration 3F: 3 clusters Score -1242148 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1242417.000000 Penalty: 4572.674316
	Iteration 4Q: 3 clusters Score -1242417 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1242713.250000 Penalty: 4572.674316
	Iteration 5Q: 3 clusters Score -1242713 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1243025.875000 Penalty: 4572.674316
	Iteration 6Q: 3 clusters Score -1243026 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1243384.625000 Penalty: 4572.674316
	Iteration 7F: 3 clusters Score -1243385 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1243765.500000 Penalty: 4572.674316
	Iteration 8F: 3 clusters Score -1243766 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1244149.625000 Penalty: 4572.674316
	Iteration 9Q: 3 clusters Score -1244150 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1244513.250000 Penalty: 4572.674316
	Iteration 10Q: 3 clusters Score -1244513 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1244876.750000 Penalty: 4572.674316
	Iteration 11Q: 3 clusters Score -1244877 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1245186.000000 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -1245186 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1245379.750000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -1245380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1245500.000000 Penalty: 4572.674316
	Iteration 14Q: 3 clusters Score -1245500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1245594.375000 Penalty: 4572.674316
	Iteration 15Q: 3 clusters Score -1245594 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1245664.625000 Penalty: 4572.674316
	Iteration 16Q: 3 clusters Score -1245665 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1245717.000000 Penalty: 4572.674316
	Iteration 17Q: 3 clusters Score -1245717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1245747.500000 Penalty: 4572.674316
	Iteration 18Q: 3 clusters Score -1245748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1245771.875000 Penalty: 4572.674316
	Iteration 19Q: 3 clusters Score -1245772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1245798.500000 Penalty: 4572.674316
	Iteration 20F: 3 clusters Score -1245798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1245820.250000 Penalty: 4572.674316
	Iteration 21Q: 3 clusters Score -1245820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1245852.250000 Penalty: 4572.674316
	Iteration 22Q: 3 clusters Score -1245852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1245886.000000 Penalty: 4572.674316
	Iteration 23Q: 3 clusters Score -1245886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1245928.375000 Penalty: 4572.674316
	Iteration 24Q: 3 clusters Score -1245928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1245962.250000 Penalty: 4572.674316
	Iteration 25Q: 3 clusters Score -1245962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1245984.250000 Penalty: 4572.674316
	Iteration 26Q: 3 clusters Score -1245984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1245993.875000 Penalty: 4572.674316
	Iteration 27Q: 3 clusters Score -1245994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1246002.125000 Penalty: 4572.674316
	Iteration 28Q: 3 clusters Score -1246002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1246010.250000 Penalty: 4572.674316
	Iteration 29Q: 3 clusters Score -1246010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1246021.625000 Penalty: 4572.674316
	Iteration 30Q: 3 clusters Score -1246022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1246026.375000 Penalty: 4572.674316
	Iteration 31Q: 3 clusters Score -1246026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1246036.625000 Penalty: 4572.674316
	Iteration 32Q: 3 clusters Score -1246037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1246040.625000 Penalty: 4572.674316
	Iteration 33Q: 3 clusters Score -1246041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1246045.000000 Penalty: 4572.674316
	Iteration 34Q: 3 clusters Score -1246045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1246050.125000 Penalty: 4572.674316
	Iteration 35Q: 3 clusters Score -1246050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1246048.125000 Penalty: 4572.674316
	Iteration 36Q: 3 clusters Score -1246048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1246050.500000 Penalty: 4572.674316
	Iteration 37Q: 3 clusters Score -1246050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1246056.125000 Penalty: 4572.674316
	Iteration 38Q: 3 clusters Score -1246056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1246060.750000 Penalty: 4572.674316
	Iteration 39Q: 3 clusters Score -1246061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1246063.000000 Penalty: 4572.674316
	Iteration 40F: 3 clusters Score -1246063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1246064.000000 Penalty: 4572.674316
	Iteration 41Q: 3 clusters Score -1246064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1246066.125000 Penalty: 4572.674316
	Iteration 42Q: 3 clusters Score -1246066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1246067.875000 Penalty: 4572.674316
	Iteration 43Q: 3 clusters Score -1246068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1246066.750000 Penalty: 4572.674316
	Iteration 44Q: 3 clusters Score -1246067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1246068.125000 Penalty: 4572.674316
	Iteration 45Q: 3 clusters Score -1246068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1246068.125000 Penalty: 4572.674316
	Iteration 46Q: 3 clusters Score -1246068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1246067.125000 Penalty: 4572.674316
	Iteration 47Q: 3 clusters Score -1246067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1246067.625000 Penalty: 4572.674316
	Iteration 48Q: 3 clusters Score -1246068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1246067.625000 Penalty: 4572.674316
	Iteration 49F: 3 clusters Score -1246068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Entering Unmasked Estep 
Score: -20551108.000000 Penalty: 2970.885986
	Iteration 0F: 2 clusters Score -2.055111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -20444568.000000 Penalty: 5941.771973
	Iteration 0F: 3 clusters Score -2.044457e+07 nChanged 76453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -20489262.000000 Penalty: 5941.771973
	Iteration 1F: 3 clusters Score -2.048926e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -20490982.000000 Penalty: 5941.771973
	Iteration 2Q: 3 clusters Score -2.049098e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -20492864.000000 Penalty: 5941.771973
	Iteration 3Q: 3 clusters Score -2.049286e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -20495700.000000 Penalty: 5941.771973
	Iteration 4Q: 3 clusters Score -2.04957e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -20500194.000000 Penalty: 5941.771973
	Iteration 5F: 3 clusters Score -2.050019e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -20506708.000000 Penalty: 5941.771973
	Iteration 6F: 3 clusters Score -2.050671e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -20515628.000000 Penalty: 5941.771973
	Iteration 7F: 3 clusters Score -2.051563e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -20525684.000000 Penalty: 5941.771973
	Iteration 8F: 3 clusters Score -2.052568e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 141568 members 
Entering Unmasked Estep 
Score: -20534804.000000 Penalty: 5941.771973
	Iteration 9F: 3 clusters Score -2.05348e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 149130 members 
Entering Unmasked Estep 
Score: -20541272.000000 Penalty: 5941.771973
	Iteration 10Q: 3 clusters Score -2.054127e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -20545096.000000 Penalty: 5941.771973
	Iteration 11Q: 3 clusters Score -2.05451e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -20546988.000000 Penalty: 5941.771973
	Iteration 12Q: 3 clusters Score -2.054699e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -20547860.000000 Penalty: 5941.771973
	Iteration 13Q: 3 clusters Score -2.054786e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -20548264.000000 Penalty: 5941.771973
	Iteration 14Q: 3 clusters Score -2.054826e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -20548390.000000 Penalty: 5941.771973
	Iteration 15Q: 3 clusters Score -2.054839e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 158770 members 
Entering Unmasked Estep 
Score: -20548510.000000 Penalty: 5941.771973
	Iteration 16Q: 3 clusters Score -2.054851e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -20548558.000000 Penalty: 5941.771973
	Iteration 17Q: 3 clusters Score -2.054856e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -20548594.000000 Penalty: 5941.771973
	Iteration 18Q: 3 clusters Score -2.054859e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -20548622.000000 Penalty: 5941.771973
	Iteration 19Q: 3 clusters Score -2.054862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 158946 members 
Entering Unmasked Estep 
Score: -20548658.000000 Penalty: 5941.771973
	Iteration 20F: 3 clusters Score -2.054866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -20548678.000000 Penalty: 5941.771973
	Iteration 21Q: 3 clusters Score -2.054868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -20548702.000000 Penalty: 5941.771973
	Iteration 22Q: 3 clusters Score -2.05487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -20548694.000000 Penalty: 5941.771973
	Iteration 23Q: 3 clusters Score -2.054869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -20548686.000000 Penalty: 5941.771973
	Iteration 24Q: 3 clusters Score -2.054869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -20548684.000000 Penalty: 5941.771973
	Iteration 25Q: 3 clusters Score -2.054868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158970 members 
Entering Unmasked Estep 
Score: -20548696.000000 Penalty: 5941.771973
	Iteration 26Q: 3 clusters Score -2.05487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 158973 members 
Entering Unmasked Estep 
Score: -20548708.000000 Penalty: 5941.771973
	Iteration 27Q: 3 clusters Score -2.054871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -20548698.000000 Penalty: 5941.771973
	Iteration 28Q: 3 clusters Score -2.05487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -20548706.000000 Penalty: 5941.771973
	Iteration 29Q: 3 clusters Score -2.054871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -20548712.000000 Penalty: 5941.771973
	Iteration 30Q: 3 clusters Score -2.054871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -20548712.000000 Penalty: 5941.771973
	Iteration 31Q: 3 clusters Score -2.054871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -20548718.000000 Penalty: 5941.771973
	Iteration 32Q: 3 clusters Score -2.054872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -20548712.000000 Penalty: 5941.771973
	Iteration 33Q: 3 clusters Score -2.054871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 158983 members 
Entering Unmasked Estep 
Score: -20548714.000000 Penalty: 5941.771973
	Iteration 34Q: 3 clusters Score -2.054871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 158983 members 
Entering Unmasked Estep 
Score: -20548714.000000 Penalty: 5941.771973
	Iteration 35F: 3 clusters Score -2.054871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Entering Unmasked Estep 
Score: -4418080.000000 Penalty: 2587.886719
	Iteration 0F: 2 clusters Score -4418080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4394929.500000 Penalty: 5175.773438
	Iteration 0F: 3 clusters Score -4394930 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4403207.000000 Penalty: 5175.773438
	Iteration 1F: 3 clusters Score -4403207 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4403663.000000 Penalty: 5175.773438
	Iteration 2Q: 3 clusters Score -4403663 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4404018.500000 Penalty: 5175.773438
	Iteration 3Q: 3 clusters Score -4404018 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4404379.000000 Penalty: 5175.773438
	Iteration 4Q: 3 clusters Score -4404379 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4404740.000000 Penalty: 5175.773438
	Iteration 5Q: 3 clusters Score -4404740 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4405148.500000 Penalty: 5175.773438
	Iteration 6Q: 3 clusters Score -4405148 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4405673.000000 Penalty: 5175.773438
	Iteration 7Q: 3 clusters Score -4405673 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4406398.500000 Penalty: 5175.773438
	Iteration 8Q: 3 clusters Score -4406398 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4407428.000000 Penalty: 5175.773438
	Iteration 9F: 3 clusters Score -4407428 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4408845.000000 Penalty: 5175.773438
	Iteration 10F: 3 clusters Score -4408845 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4410558.000000 Penalty: 5175.773438
	Iteration 11F: 3 clusters Score -4410558 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -4412157.000000 Penalty: 5175.773438
	Iteration 12F: 3 clusters Score -4412157 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4413487.500000 Penalty: 5175.773438
	Iteration 13Q: 3 clusters Score -4413488 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4414384.500000 Penalty: 5175.773438
	Iteration 14Q: 3 clusters Score -4414384 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4414939.500000 Penalty: 5175.773438
	Iteration 15Q: 3 clusters Score -4414940 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4415227.500000 Penalty: 5175.773438
	Iteration 16Q: 3 clusters Score -4415228 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4415430.500000 Penalty: 5175.773438
	Iteration 17Q: 3 clusters Score -4415430 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -4415560.000000 Penalty: 5175.773438
	Iteration 18Q: 3 clusters Score -4415560 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4415668.500000 Penalty: 5175.773438
	Iteration 19Q: 3 clusters Score -4415668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4415733.000000 Penalty: 5175.773438
	Iteration 20F: 3 clusters Score -4415733 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4415781.000000 Penalty: 5175.773438
	Iteration 21Q: 3 clusters Score -4415781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4415812.500000 Penalty: 5175.773438
	Iteration 22Q: 3 clusters Score -4415812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4415843.000000 Penalty: 5175.773438
	Iteration 23Q: 3 clusters Score -4415843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4415865.000000 Penalty: 5175.773438
	Iteration 24Q: 3 clusters Score -4415865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4415875.000000 Penalty: 5175.773438
	Iteration 25Q: 3 clusters Score -4415875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4415893.000000 Penalty: 5175.773438
	Iteration 26Q: 3 clusters Score -4415893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4415888.000000 Penalty: 5175.773438
	Iteration 27Q: 3 clusters Score -4415888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4415903.500000 Penalty: 5175.773438
	Iteration 28Q: 3 clusters Score -4415904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4415918.000000 Penalty: 5175.773438
	Iteration 29Q: 3 clusters Score -4415918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4415920.500000 Penalty: 5175.773438
	Iteration 30Q: 3 clusters Score -4415920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4415933.500000 Penalty: 5175.773438
	Iteration 31Q: 3 clusters Score -4415934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4415942.500000 Penalty: 5175.773438
	Iteration 32Q: 3 clusters Score -4415942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4415946.000000 Penalty: 5175.773438
	Iteration 33Q: 3 clusters Score -4415946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4415953.000000 Penalty: 5175.773438
	Iteration 34Q: 3 clusters Score -4415953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4415962.000000 Penalty: 5175.773438
	Iteration 35Q: 3 clusters Score -4415962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4415969.500000 Penalty: 5175.773438
	Iteration 36Q: 3 clusters Score -4415970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4415976.000000 Penalty: 5175.773438
	Iteration 37Q: 3 clusters Score -4415976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4415975.500000 Penalty: 5175.773438
	Iteration 38Q: 3 clusters Score -4415976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4415979.500000 Penalty: 5175.773438
	Iteration 39Q: 3 clusters Score -4415980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4415989.500000 Penalty: 5175.773438
	Iteration 40F: 3 clusters Score -4415990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4415993.000000 Penalty: 5175.773438
	Iteration 41Q: 3 clusters Score -4415993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4416002.000000 Penalty: 5175.773438
	Iteration 42Q: 3 clusters Score -4416002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4416007.000000 Penalty: 5175.773438
	Iteration 43Q: 3 clusters Score -4416007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4416007.000000 Penalty: 5175.773438
	Iteration 44Q: 3 clusters Score -4416007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4416005.500000 Penalty: 5175.773438
	Iteration 45Q: 3 clusters Score -4416006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4416006.000000 Penalty: 5175.773438
	Iteration 46Q: 3 clusters Score -4416006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4416003.000000 Penalty: 5175.773438
	Iteration 47Q: 3 clusters Score -4416003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4416004.500000 Penalty: 5175.773438
	Iteration 48Q: 3 clusters Score -4416004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4416009.000000 Penalty: 5175.773438
	Iteration 49Q: 3 clusters Score -4416009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4416009.000000 Penalty: 5175.773438
	Iteration 50Q: 3 clusters Score -4416009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4416016.500000 Penalty: 5175.773438
	Iteration 51Q: 3 clusters Score -4416016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4416019.500000 Penalty: 5175.773438
	Iteration 52Q: 3 clusters Score -4416020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4416018.000000 Penalty: 5175.773438
	Iteration 53Q: 3 clusters Score -4416018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4416020.500000 Penalty: 5175.773438
	Iteration 54Q: 3 clusters Score -4416020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4416018.000000 Penalty: 5175.773438
	Iteration 55Q: 3 clusters Score -4416018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4416014.000000 Penalty: 5175.773438
	Iteration 56Q: 3 clusters Score -4416014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4416016.000000 Penalty: 5175.773438
	Iteration 57Q: 3 clusters Score -4416016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4416016.000000 Penalty: 5175.773438
	Iteration 58F: 3 clusters Score -4416016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85597.171875 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -85597.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83879.484375 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -83879.48 nChanged 173
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: -84309.406250 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -84309.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84829.593750 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -84829.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85165.109375 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -85165.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85394.023438 Penalty: 3302.373535
	Iteration 4F: 3 clusters Score -85394.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -85570.234375 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -85570.23 nChanged 25
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: -85703.367188 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -85703.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -85769.781250 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -85769.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -85821.851562 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -85821.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85836.992188 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -85836.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85836.992188 Penalty: 3302.373535
	Iteration 10F: 3 clusters Score -85836.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206436 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184796 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 573 members 
Entering Unmasked Estep 
Score: -166421472.000000 Penalty: 83866.898438
Splitting cluster 17 changes total score from -166423376.000000 to -166421472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (189670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189670 members 
Entering Unmasked Estep 
Score: -24595784.000000 Penalty: 3013.954102
	Iteration 0F: 2 clusters Score -2.459578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -24473532.000000 Penalty: 6027.908203
	Iteration 0F: 3 clusters Score -2.447353e+07 nChanged 91582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -24526998.000000 Penalty: 6027.908203
	Iteration 1F: 3 clusters Score -2.4527e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -24528120.000000 Penalty: 6027.908203
	Iteration 2Q: 3 clusters Score -2.452812e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -24529076.000000 Penalty: 6027.908203
	Iteration 3Q: 3 clusters Score -2.452908e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -24530764.000000 Penalty: 6027.908203
	Iteration 4Q: 3 clusters Score -2.453076e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -24533326.000000 Penalty: 6027.908203
	Iteration 5Q: 3 clusters Score -2.453333e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -24537786.000000 Penalty: 6027.908203
	Iteration 6Q: 3 clusters Score -2.453779e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -24545542.000000 Penalty: 6027.908203
	Iteration 7F: 3 clusters Score -2.454554e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -24557424.000000 Penalty: 6027.908203
	Iteration 8F: 3 clusters Score -2.455742e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -24571200.000000 Penalty: 6027.908203
	Iteration 9F: 3 clusters Score -2.45712e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -24582316.000000 Penalty: 6027.908203
	Iteration 10F: 3 clusters Score -2.458232e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181642 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -24588118.000000 Penalty: 6027.908203
	Iteration 11Q: 3 clusters Score -2.458812e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185936 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -24590852.000000 Penalty: 6027.908203
	Iteration 12Q: 3 clusters Score -2.459085e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -24591912.000000 Penalty: 6027.908203
	Iteration 13Q: 3 clusters Score -2.459191e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24592590.000000 Penalty: 6027.908203
	Iteration 14Q: 3 clusters Score -2.459259e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188966 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -24592850.000000 Penalty: 6027.908203
	Iteration 15Q: 3 clusters Score -2.459285e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189106 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -24593000.000000 Penalty: 6027.908203
	Iteration 16Q: 3 clusters Score -2.4593e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -24593056.000000 Penalty: 6027.908203
	Iteration 17Q: 3 clusters Score -2.459306e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -24593116.000000 Penalty: 6027.908203
	Iteration 18Q: 3 clusters Score -2.459312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24593162.000000 Penalty: 6027.908203
	Iteration 19Q: 3 clusters Score -2.459316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189221 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24593196.000000 Penalty: 6027.908203
	Iteration 20F: 3 clusters Score -2.45932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -24593194.000000 Penalty: 6027.908203
	Iteration 21Q: 3 clusters Score -2.459319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24593194.000000 Penalty: 6027.908203
	Iteration 22Q: 3 clusters Score -2.459319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -24593200.000000 Penalty: 6027.908203
	Iteration 23Q: 3 clusters Score -2.45932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24593202.000000 Penalty: 6027.908203
	Iteration 24Q: 3 clusters Score -2.45932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24593220.000000 Penalty: 6027.908203
	Iteration 25Q: 3 clusters Score -2.459322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24593214.000000 Penalty: 6027.908203
	Iteration 26Q: 3 clusters Score -2.459321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24593216.000000 Penalty: 6027.908203
	Iteration 27Q: 3 clusters Score -2.459322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24593232.000000 Penalty: 6027.908203
	Iteration 28Q: 3 clusters Score -2.459323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24593232.000000 Penalty: 6027.908203
	Iteration 29Q: 3 clusters Score -2.459323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24593230.000000 Penalty: 6027.908203
	Iteration 30Q: 3 clusters Score -2.459323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24593230.000000 Penalty: 6027.908203
	Iteration 31Q: 3 clusters Score -2.459323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24593238.000000 Penalty: 6027.908203
	Iteration 32Q: 3 clusters Score -2.459324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189246 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24593252.000000 Penalty: 6027.908203
	Iteration 33Q: 3 clusters Score -2.459325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189251 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6027.908203
	Iteration 34Q: 3 clusters Score -2.459326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24593240.000000 Penalty: 6027.908203
	Iteration 35Q: 3 clusters Score -2.459324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189246 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24593244.000000 Penalty: 6027.908203
	Iteration 36Q: 3 clusters Score -2.459324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189246 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24593258.000000 Penalty: 6027.908203
	Iteration 37Q: 3 clusters Score -2.459326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24593252.000000 Penalty: 6027.908203
	Iteration 38Q: 3 clusters Score -2.459325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6027.908203
	Iteration 39Q: 3 clusters Score -2.459326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6027.908203
	Iteration 40F: 3 clusters Score -2.459327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6027.908203
	Iteration 41Q: 3 clusters Score -2.459327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6027.908203
	Iteration 42Q: 3 clusters Score -2.459326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189258 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6027.908203
	Iteration 43Q: 3 clusters Score -2.459327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189256 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6027.908203
	Iteration 44Q: 3 clusters Score -2.459326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189256 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6027.908203
	Iteration 45F: 3 clusters Score -2.459326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -981877.187500 Penalty: 2230.431641
	Iteration 0F: 2 clusters Score -981877.2 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 4054 members 
Entering Unmasked Estep 
Score: -975445.000000 Penalty: 4460.863281
	Iteration 0F: 3 clusters Score -975445 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -977209.750000 Penalty: 4460.863281
	Iteration 1F: 3 clusters Score -977209.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -977484.312500 Penalty: 4460.863281
	Iteration 2F: 3 clusters Score -977484.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -977703.875000 Penalty: 4460.863281
	Iteration 3Q: 3 clusters Score -977703.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -977975.375000 Penalty: 4460.863281
	Iteration 4Q: 3 clusters Score -977975.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -978284.250000 Penalty: 4460.863281
	Iteration 5Q: 3 clusters Score -978284.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -978591.375000 Penalty: 4460.863281
	Iteration 6F: 3 clusters Score -978591.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -978952.375000 Penalty: 4460.863281
	Iteration 7F: 3 clusters Score -978952.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -979348.687500 Penalty: 4460.863281
	Iteration 8F: 3 clusters Score -979348.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -979713.812500 Penalty: 4460.863281
	Iteration 9F: 3 clusters Score -979713.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -980031.812500 Penalty: 4460.863281
	Iteration 10F: 3 clusters Score -980031.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -980244.437500 Penalty: 4460.863281
	Iteration 11Q: 3 clusters Score -980244.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -980381.250000 Penalty: 4460.863281
	Iteration 12Q: 3 clusters Score -980381.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -980473.875000 Penalty: 4460.863281
	Iteration 13Q: 3 clusters Score -980473.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -980525.312500 Penalty: 4460.863281
	Iteration 14Q: 3 clusters Score -980525.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -980561.562500 Penalty: 4460.863281
	Iteration 15Q: 3 clusters Score -980561.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -980589.812500 Penalty: 4460.863281
	Iteration 16Q: 3 clusters Score -980589.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -980613.375000 Penalty: 4460.863281
	Iteration 17Q: 3 clusters Score -980613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -980629.062500 Penalty: 4460.863281
	Iteration 18Q: 3 clusters Score -980629.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -980640.562500 Penalty: 4460.863281
	Iteration 19Q: 3 clusters Score -980640.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -980648.687500 Penalty: 4460.863281
	Iteration 20F: 3 clusters Score -980648.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -980660.937500 Penalty: 4460.863281
	Iteration 21Q: 3 clusters Score -980660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -980670.812500 Penalty: 4460.863281
	Iteration 22Q: 3 clusters Score -980670.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -980678.937500 Penalty: 4460.863281
	Iteration 23Q: 3 clusters Score -980678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -980685.062500 Penalty: 4460.863281
	Iteration 24Q: 3 clusters Score -980685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -980689.062500 Penalty: 4460.863281
	Iteration 25Q: 3 clusters Score -980689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -980696.312500 Penalty: 4460.863281
	Iteration 26Q: 3 clusters Score -980696.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -980704.312500 Penalty: 4460.863281
	Iteration 27Q: 3 clusters Score -980704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -980713.500000 Penalty: 4460.863281
	Iteration 28Q: 3 clusters Score -980713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -980721.562500 Penalty: 4460.863281
	Iteration 29Q: 3 clusters Score -980721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -980722.500000 Penalty: 4460.863281
	Iteration 30Q: 3 clusters Score -980722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -980726.250000 Penalty: 4460.863281
	Iteration 31Q: 3 clusters Score -980726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -980731.500000 Penalty: 4460.863281
	Iteration 32Q: 3 clusters Score -980731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -980736.812500 Penalty: 4460.863281
	Iteration 33Q: 3 clusters Score -980736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -980738.562500 Penalty: 4460.863281
	Iteration 34Q: 3 clusters Score -980738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -980738.875000 Penalty: 4460.863281
	Iteration 35Q: 3 clusters Score -980738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -980742.250000 Penalty: 4460.863281
	Iteration 36Q: 3 clusters Score -980742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -980746.125000 Penalty: 4460.863281
	Iteration 37Q: 3 clusters Score -980746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980749.437500 Penalty: 4460.863281
	Iteration 38Q: 3 clusters Score -980749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -980753.750000 Penalty: 4460.863281
	Iteration 39Q: 3 clusters Score -980753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -980759.500000 Penalty: 4460.863281
	Iteration 40F: 3 clusters Score -980759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -980761.875000 Penalty: 4460.863281
	Iteration 41Q: 3 clusters Score -980761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -980761.937500 Penalty: 4460.863281
	Iteration 42Q: 3 clusters Score -980761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -980764.687500 Penalty: 4460.863281
	Iteration 43Q: 3 clusters Score -980764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -980769.437500 Penalty: 4460.863281
	Iteration 44Q: 3 clusters Score -980769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -980771.687500 Penalty: 4460.863281
	Iteration 45Q: 3 clusters Score -980771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -980773.562500 Penalty: 4460.863281
	Iteration 46Q: 3 clusters Score -980773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -980778.437500 Penalty: 4460.863281
	Iteration 47Q: 3 clusters Score -980778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -980780.125000 Penalty: 4460.863281
	Iteration 48Q: 3 clusters Score -980780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -980782.062500 Penalty: 4460.863281
	Iteration 49Q: 3 clusters Score -980782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -980780.562500 Penalty: 4460.863281
	Iteration 50Q: 3 clusters Score -980780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -980782.375000 Penalty: 4460.863281
	Iteration 51Q: 3 clusters Score -980782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -980782.375000 Penalty: 4460.863281
	Iteration 52F: 3 clusters Score -980782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -935364.875000 Penalty: 2204.582764
	Iteration 0F: 2 clusters Score -935364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -929479.375000 Penalty: 4409.165527
	Iteration 0F: 3 clusters Score -929479.4 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -931189.312500 Penalty: 4409.165527
	Iteration 1F: 3 clusters Score -931189.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -931550.875000 Penalty: 4409.165527
	Iteration 2F: 3 clusters Score -931550.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -931870.875000 Penalty: 4409.165527
	Iteration 3F: 3 clusters Score -931870.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -932209.562500 Penalty: 4409.165527
	Iteration 4F: 3 clusters Score -932209.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -932528.750000 Penalty: 4409.165527
	Iteration 5F: 3 clusters Score -932528.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -932814.500000 Penalty: 4409.165527
	Iteration 6F: 3 clusters Score -932814.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -933066.062500 Penalty: 4409.165527
	Iteration 7Q: 3 clusters Score -933066.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -933269.937500 Penalty: 4409.165527
	Iteration 8Q: 3 clusters Score -933269.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -933437.250000 Penalty: 4409.165527
	Iteration 9Q: 3 clusters Score -933437.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -933548.062500 Penalty: 4409.165527
	Iteration 10Q: 3 clusters Score -933548.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -933646.750000 Penalty: 4409.165527
	Iteration 11Q: 3 clusters Score -933646.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -933724.750000 Penalty: 4409.165527
	Iteration 12Q: 3 clusters Score -933724.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -933793.875000 Penalty: 4409.165527
	Iteration 13Q: 3 clusters Score -933793.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -933825.687500 Penalty: 4409.165527
	Iteration 14Q: 3 clusters Score -933825.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -933851.937500 Penalty: 4409.165527
	Iteration 15Q: 3 clusters Score -933851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -933863.625000 Penalty: 4409.165527
	Iteration 16Q: 3 clusters Score -933863.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -933873.687500 Penalty: 4409.165527
	Iteration 17Q: 3 clusters Score -933873.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -933880.250000 Penalty: 4409.165527
	Iteration 18Q: 3 clusters Score -933880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -933882.875000 Penalty: 4409.165527
	Iteration 19Q: 3 clusters Score -933882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -933887.312500 Penalty: 4409.165527
	Iteration 20F: 3 clusters Score -933887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -933891.625000 Penalty: 4409.165527
	Iteration 21Q: 3 clusters Score -933891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -933897.500000 Penalty: 4409.165527
	Iteration 22Q: 3 clusters Score -933897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -933897.125000 Penalty: 4409.165527
	Iteration 23Q: 3 clusters Score -933897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -933897.562500 Penalty: 4409.165527
	Iteration 24Q: 3 clusters Score -933897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -933899.000000 Penalty: 4409.165527
	Iteration 25Q: 3 clusters Score -933899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -933900.250000 Penalty: 4409.165527
	Iteration 26Q: 3 clusters Score -933900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -933900.875000 Penalty: 4409.165527
	Iteration 27Q: 3 clusters Score -933900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -933901.187500 Penalty: 4409.165527
	Iteration 28Q: 3 clusters Score -933901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -933901.187500 Penalty: 4409.165527
	Iteration 29F: 3 clusters Score -933901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -774358.312500 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -774358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -769202.750000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -769202.8 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -770481.000000 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -770481 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -770738.500000 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -770738.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -770896.562500 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -770896.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -771011.375000 Penalty: 4314.380371
	Iteration 4Q: 3 clusters Score -771011.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -771113.500000 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -771113.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -771218.375000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -771218.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -771309.000000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -771309 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -771390.687500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -771390.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -771484.687500 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -771484.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -771558.500000 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -771558.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -771624.937500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -771624.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -771707.437500 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -771707.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -771792.562500 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -771792.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -771862.187500 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -771862.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -771915.312500 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -771915.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -771962.937500 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -771962.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -772012.687500 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -772012.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -772050.000000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -772050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -772084.312500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -772084.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -772119.687500 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -772119.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -772149.812500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -772149.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -772171.125000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -772171.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -772187.187500 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -772187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -772207.875000 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -772207.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -772232.000000 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -772232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -772256.437500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -772256.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -772273.062500 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -772273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -772290.750000 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -772290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -772311.687500 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -772311.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -772332.500000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -772332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -772350.437500 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -772350.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -772365.187500 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -772365.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -772377.812500 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -772377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -772388.250000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -772388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -772396.625000 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -772396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -772400.187500 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -772400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -772402.187500 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -772402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -772405.375000 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -772405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -772411.812500 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -772411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -772415.375000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -772415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -772421.750000 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -772421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -772425.812500 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -772425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -772431.687500 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -772431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -772435.125000 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -772435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -772438.812500 Penalty: 4314.380371
	Iteration 45Q: 3 clusters Score -772438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -772441.937500 Penalty: 4314.380371
	Iteration 46Q: 3 clusters Score -772441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -772450.312500 Penalty: 4314.380371
	Iteration 47Q: 3 clusters Score -772450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -772456.250000 Penalty: 4314.380371
	Iteration 48Q: 3 clusters Score -772456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -772459.687500 Penalty: 4314.380371
	Iteration 49Q: 3 clusters Score -772459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -772462.812500 Penalty: 4314.380371
	Iteration 50Q: 3 clusters Score -772462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -772470.500000 Penalty: 4314.380371
	Iteration 51Q: 3 clusters Score -772470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -772474.500000 Penalty: 4314.380371
	Iteration 52Q: 3 clusters Score -772474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -772479.312500 Penalty: 4314.380371
	Iteration 53Q: 3 clusters Score -772479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -772484.562500 Penalty: 4314.380371
	Iteration 54Q: 3 clusters Score -772484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -772485.875000 Penalty: 4314.380371
	Iteration 55Q: 3 clusters Score -772485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -772488.812500 Penalty: 4314.380371
	Iteration 56Q: 3 clusters Score -772488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -772489.437500 Penalty: 4314.380371
	Iteration 57Q: 3 clusters Score -772489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -772490.625000 Penalty: 4314.380371
	Iteration 58Q: 3 clusters Score -772490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -772490.625000 Penalty: 4314.380371
	Iteration 59F: 3 clusters Score -772490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Entering Unmasked Estep 
Score: -21789562.000000 Penalty: 2986.367676
	Iteration 0F: 2 clusters Score -2.178956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -21676914.000000 Penalty: 5972.735352
	Iteration 0F: 3 clusters Score -2.167691e+07 nChanged 81010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -21723184.000000 Penalty: 5972.735352
	Iteration 1F: 3 clusters Score -2.172318e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -21723998.000000 Penalty: 5972.735352
	Iteration 2Q: 3 clusters Score -2.1724e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -21724662.000000 Penalty: 5972.735352
	Iteration 3Q: 3 clusters Score -2.172466e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -21725778.000000 Penalty: 5972.735352
	Iteration 4Q: 3 clusters Score -2.172578e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -21726820.000000 Penalty: 5972.735352
	Iteration 5Q: 3 clusters Score -2.172682e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -21728526.000000 Penalty: 5972.735352
	Iteration 6Q: 3 clusters Score -2.172853e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -21730734.000000 Penalty: 5972.735352
	Iteration 7Q: 3 clusters Score -2.173073e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -21733930.000000 Penalty: 5972.735352
	Iteration 8Q: 3 clusters Score -2.173393e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -21738658.000000 Penalty: 5972.735352
	Iteration 9Q: 3 clusters Score -2.173866e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 102388 members 
Entering Unmasked Estep 
Score: -21745840.000000 Penalty: 5972.735352
	Iteration 10F: 3 clusters Score -2.174584e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -21754126.000000 Penalty: 5972.735352
	Iteration 11F: 3 clusters Score -2.175413e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -21760486.000000 Penalty: 5972.735352
	Iteration 12F: 3 clusters Score -2.176049e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -21763704.000000 Penalty: 5972.735352
	Iteration 13Q: 3 clusters Score -2.17637e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -21765366.000000 Penalty: 5972.735352
	Iteration 14Q: 3 clusters Score -2.176537e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -21766624.000000 Penalty: 5972.735352
	Iteration 15Q: 3 clusters Score -2.176662e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -21767530.000000 Penalty: 5972.735352
	Iteration 16Q: 3 clusters Score -2.176753e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -21768398.000000 Penalty: 5972.735352
	Iteration 17Q: 3 clusters Score -2.17684e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -21769178.000000 Penalty: 5972.735352
	Iteration 18Q: 3 clusters Score -2.176918e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -21770004.000000 Penalty: 5972.735352
	Iteration 19Q: 3 clusters Score -2.177e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
Score: -21770766.000000 Penalty: 5972.735352
	Iteration 20F: 3 clusters Score -2.177077e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -21771450.000000 Penalty: 5972.735352
	Iteration 21Q: 3 clusters Score -2.177145e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -21772154.000000 Penalty: 5972.735352
	Iteration 22Q: 3 clusters Score -2.177215e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 133957 members 
Entering Unmasked Estep 
Score: -21772772.000000 Penalty: 5972.735352
	Iteration 23Q: 3 clusters Score -2.177277e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 136259 members 
Entering Unmasked Estep 
Score: -21773524.000000 Penalty: 5972.735352
	Iteration 24Q: 3 clusters Score -2.177352e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -21774300.000000 Penalty: 5972.735352
	Iteration 25Q: 3 clusters Score -2.17743e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -21775060.000000 Penalty: 5972.735352
	Iteration 26Q: 3 clusters Score -2.177506e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -21775816.000000 Penalty: 5972.735352
	Iteration 27Q: 3 clusters Score -2.177582e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -21776770.000000 Penalty: 5972.735352
	Iteration 28Q: 3 clusters Score -2.177677e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -21777806.000000 Penalty: 5972.735352
	Iteration 29Q: 3 clusters Score -2.177781e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -21778836.000000 Penalty: 5972.735352
	Iteration 30Q: 3 clusters Score -2.177884e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -21780068.000000 Penalty: 5972.735352
	Iteration 31Q: 3 clusters Score -2.178007e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -21781182.000000 Penalty: 5972.735352
	Iteration 32Q: 3 clusters Score -2.178118e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -21782260.000000 Penalty: 5972.735352
	Iteration 33Q: 3 clusters Score -2.178226e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -21783166.000000 Penalty: 5972.735352
	Iteration 34Q: 3 clusters Score -2.178317e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -21784036.000000 Penalty: 5972.735352
	Iteration 35Q: 3 clusters Score -2.178404e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -21784758.000000 Penalty: 5972.735352
	Iteration 36Q: 3 clusters Score -2.178476e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -21785264.000000 Penalty: 5972.735352
	Iteration 37Q: 3 clusters Score -2.178526e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 166223 members 
Entering Unmasked Estep 
Score: -21785708.000000 Penalty: 5972.735352
	Iteration 38Q: 3 clusters Score -2.178571e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -21786000.000000 Penalty: 5972.735352
	Iteration 39Q: 3 clusters Score -2.1786e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 167399 members 
Entering Unmasked Estep 
Score: -21786300.000000 Penalty: 5972.735352
	Iteration 40F: 3 clusters Score -2.17863e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 167786 members 
Entering Unmasked Estep 
Score: -21786512.000000 Penalty: 5972.735352
	Iteration 41Q: 3 clusters Score -2.178651e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -21786670.000000 Penalty: 5972.735352
	Iteration 42Q: 3 clusters Score -2.178667e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
Score: -21786812.000000 Penalty: 5972.735352
	Iteration 43Q: 3 clusters Score -2.178681e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -21786854.000000 Penalty: 5972.735352
	Iteration 44Q: 3 clusters Score -2.178685e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 168573 members 
Entering Unmasked Estep 
Score: -21786972.000000 Penalty: 5972.735352
	Iteration 45Q: 3 clusters Score -2.178697e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -21786980.000000 Penalty: 5972.735352
	Iteration 46Q: 3 clusters Score -2.178698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 168705 members 
Entering Unmasked Estep 
Score: -21786974.000000 Penalty: 5972.735352
	Iteration 47Q: 3 clusters Score -2.178697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -21787018.000000 Penalty: 5972.735352
	Iteration 48Q: 3 clusters Score -2.178702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -21787038.000000 Penalty: 5972.735352
	Iteration 49Q: 3 clusters Score -2.178704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -21787062.000000 Penalty: 5972.735352
	Iteration 50Q: 3 clusters Score -2.178706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -21787096.000000 Penalty: 5972.735352
	Iteration 51Q: 3 clusters Score -2.17871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -21787098.000000 Penalty: 5972.735352
	Iteration 52Q: 3 clusters Score -2.17871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -21787110.000000 Penalty: 5972.735352
	Iteration 53Q: 3 clusters Score -2.178711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -21787120.000000 Penalty: 5972.735352
	Iteration 54Q: 3 clusters Score -2.178712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -21787124.000000 Penalty: 5972.735352
	Iteration 55Q: 3 clusters Score -2.178712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -21787130.000000 Penalty: 5972.735352
	Iteration 56Q: 3 clusters Score -2.178713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -21787134.000000 Penalty: 5972.735352
	Iteration 57Q: 3 clusters Score -2.178713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 168909 members 
Entering Unmasked Estep 
Score: -21787138.000000 Penalty: 5972.735352
	Iteration 58Q: 3 clusters Score -2.178714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 168914 members 
Entering Unmasked Estep 
Score: -21787150.000000 Penalty: 5972.735352
	Iteration 59Q: 3 clusters Score -2.178715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -21787154.000000 Penalty: 5972.735352
	Iteration 60F: 3 clusters Score -2.178715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -21787172.000000 Penalty: 5972.735352
	Iteration 61Q: 3 clusters Score -2.178717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -21787178.000000 Penalty: 5972.735352
	Iteration 62Q: 3 clusters Score -2.178718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -21787178.000000 Penalty: 5972.735352
	Iteration 63Q: 3 clusters Score -2.178718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -21787178.000000 Penalty: 5972.735352
	Iteration 64Q: 3 clusters Score -2.178718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -21787178.000000 Penalty: 5972.735352
	Iteration 65F: 3 clusters Score -2.178718e+07 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63673.398438 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63673.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64026.019531 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64026.02 nChanged 61
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: -64333.328125 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64333.33 nChanged 66
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: -64861.781250 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64861.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65105.511719 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -65105.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65260.527344 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -65260.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65307.136719 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65307.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65388.472656 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65388.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65412.746094 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65412.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65436.730469 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65436.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65485.835938 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65485.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65533.964844 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65533.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65537.890625 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65537.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65537.890625 Penalty: 3206.435791
	Iteration 13F: 3 clusters Score -65537.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206436 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184796 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 405 members 
Entering Unmasked Estep 
Score: -166421712.000000 Penalty: 83866.898438
Splitting cluster 23 changes total score from -166423376.000000 to -166421712.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206436 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184796 members 
Mstep: Class 12 contains 71146 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 159433 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 169703 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423232.000000 Penalty: 80372.445312
Iteration 439Q: 24 clusters Score -1.664232e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 206431 members 
Mstep: Class 9 contains 164741 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184815 members 
Mstep: Class 12 contains 71142 members 
Mstep: Class 13 contains 43670 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 159422 members 
Mstep: Class 16 contains 34035 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189679 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 169690 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423360.000000 Penalty: 80372.445312
Iteration 440F: 24 clusters Score -1.664234e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 206435 members 
Mstep: Class 9 contains 164770 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184823 members 
Mstep: Class 12 contains 71141 members 
Mstep: Class 13 contains 43660 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 159405 members 
Mstep: Class 16 contains 34023 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189674 members 
Mstep: Class 19 contains 8050 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 169693 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423456.000000 Penalty: 80372.445312
Iteration 441Q: 24 clusters Score -1.664235e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10724 members 
Mstep: Class 8 contains 206453 members 
Mstep: Class 9 contains 164790 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184844 members 
Mstep: Class 12 contains 71134 members 
Mstep: Class 13 contains 43651 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 159393 members 
Mstep: Class 16 contains 34016 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189636 members 
Mstep: Class 19 contains 8050 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 169696 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423392.000000 Penalty: 80372.445312
Iteration 442Q: 24 clusters Score -1.664234e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 206464 members 
Mstep: Class 9 contains 164796 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184854 members 
Mstep: Class 12 contains 71133 members 
Mstep: Class 13 contains 43644 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 159402 members 
Mstep: Class 16 contains 34015 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189614 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 6002 members 
Mstep: Class 22 contains 169685 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423376.000000 Penalty: 80372.445312
Iteration 443Q: 24 clusters Score -1.664234e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 19474 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 206479 members 
Mstep: Class 9 contains 164805 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184846 members 
Mstep: Class 12 contains 71125 members 
Mstep: Class 13 contains 43637 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159425 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189611 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 20 contains 7292 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 169664 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423376.000000 Penalty: 80372.445312
Iteration 444Q: 24 clusters Score -1.664234e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19464 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 206485 members 
Mstep: Class 9 contains 164829 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184828 members 
Mstep: Class 12 contains 71117 members 
Mstep: Class 13 contains 43637 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159448 members 
Mstep: Class 16 contains 34008 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189591 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 169670 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423376.000000 Penalty: 80372.445312
Iteration 445Q: 24 clusters Score -1.664234e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 19459 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 206482 members 
Mstep: Class 9 contains 164872 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184809 members 
Mstep: Class 12 contains 71114 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 34006 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189565 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 169668 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423328.000000 Penalty: 80372.445312
Iteration 446Q: 24 clusters Score -1.664233e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10729 members 
Mstep: Class 8 contains 206485 members 
Mstep: Class 9 contains 164912 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184783 members 
Mstep: Class 12 contains 71111 members 
Mstep: Class 13 contains 43608 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 159469 members 
Mstep: Class 16 contains 34003 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189557 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169684 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423264.000000 Penalty: 80372.445312
Iteration 447Q: 24 clusters Score -1.664233e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19451 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10725 members 
Mstep: Class 8 contains 206491 members 
Mstep: Class 9 contains 164948 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184771 members 
Mstep: Class 12 contains 71098 members 
Mstep: Class 13 contains 43598 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 159476 members 
Mstep: Class 16 contains 33999 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189532 members 
Mstep: Class 19 contains 8056 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169705 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423312.000000 Penalty: 80372.445312
Iteration 448Q: 24 clusters Score -1.664233e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19441 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 206502 members 
Mstep: Class 9 contains 165001 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184757 members 
Mstep: Class 12 contains 71093 members 
Mstep: Class 13 contains 43592 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159478 members 
Mstep: Class 16 contains 33992 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189508 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169708 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423312.000000 Penalty: 80372.445312
Iteration 449Q: 24 clusters Score -1.664233e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 206514 members 
Mstep: Class 9 contains 165048 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184734 members 
Mstep: Class 12 contains 71083 members 
Mstep: Class 13 contains 43586 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159489 members 
Mstep: Class 16 contains 33979 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189495 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169715 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423200.000000 Penalty: 80372.445312
Iteration 450Q: 24 clusters Score -1.664232e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19413 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 206524 members 
Mstep: Class 9 contains 165090 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184720 members 
Mstep: Class 12 contains 71072 members 
Mstep: Class 13 contains 43585 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 159500 members 
Mstep: Class 16 contains 33967 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189470 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169727 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423184.000000 Penalty: 80372.445312
Iteration 451Q: 24 clusters Score -1.664232e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19403 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 8 contains 206526 members 
Mstep: Class 9 contains 165115 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184680 members 
Mstep: Class 12 contains 71065 members 
Mstep: Class 13 contains 43586 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159505 members 
Mstep: Class 16 contains 33968 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189461 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 169745 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423168.000000 Penalty: 80372.445312
Iteration 452Q: 24 clusters Score -1.664232e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 19391 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 206525 members 
Mstep: Class 9 contains 165129 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184665 members 
Mstep: Class 12 contains 71062 members 
Mstep: Class 13 contains 43584 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 159533 members 
Mstep: Class 16 contains 33955 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189460 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 169743 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423232.000000 Penalty: 80372.445312
Iteration 453Q: 24 clusters Score -1.664232e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 19373 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 206523 members 
Mstep: Class 9 contains 165147 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184662 members 
Mstep: Class 12 contains 71059 members 
Mstep: Class 13 contains 43576 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159544 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189468 members 
Mstep: Class 19 contains 8074 members 
Mstep: Class 20 contains 7313 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 169743 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423168.000000 Penalty: 80372.445312
Iteration 454Q: 24 clusters Score -1.664232e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 19358 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10716 members 
Mstep: Class 8 contains 206517 members 
Mstep: Class 9 contains 165170 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184646 members 
Mstep: Class 12 contains 71059 members 
Mstep: Class 13 contains 43574 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159550 members 
Mstep: Class 16 contains 33942 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189490 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 169730 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423088.000000 Penalty: 80372.445312
Iteration 455Q: 24 clusters Score -1.664231e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19341 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10719 members 
Mstep: Class 8 contains 206525 members 
Mstep: Class 9 contains 165188 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184643 members 
Mstep: Class 12 contains 71064 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159544 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189522 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 169702 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423040.000000 Penalty: 80372.445312
Iteration 456Q: 24 clusters Score -1.66423e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19334 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10722 members 
Mstep: Class 8 contains 206537 members 
Mstep: Class 9 contains 165210 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184633 members 
Mstep: Class 12 contains 71064 members 
Mstep: Class 13 contains 43554 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159537 members 
Mstep: Class 16 contains 33921 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189539 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 169686 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423184.000000 Penalty: 80372.445312
Iteration 457Q: 24 clusters Score -1.664232e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19329 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 206540 members 
Mstep: Class 9 contains 165226 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184617 members 
Mstep: Class 12 contains 71064 members 
Mstep: Class 13 contains 43553 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159559 members 
Mstep: Class 16 contains 33911 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189537 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 169676 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423184.000000 Penalty: 80372.445312
Iteration 458Q: 24 clusters Score -1.664232e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19322 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 206550 members 
Mstep: Class 9 contains 165247 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184615 members 
Mstep: Class 12 contains 71061 members 
Mstep: Class 13 contains 43542 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159556 members 
Mstep: Class 16 contains 33902 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189554 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 169657 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423216.000000 Penalty: 80372.445312
Iteration 459Q: 24 clusters Score -1.664232e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19317 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 206553 members 
Mstep: Class 9 contains 165270 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184625 members 
Mstep: Class 12 contains 71059 members 
Mstep: Class 13 contains 43541 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 159542 members 
Mstep: Class 16 contains 33892 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189549 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 169653 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423088.000000 Penalty: 80372.445312
Iteration 460F: 24 clusters Score -1.664231e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 19312 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 10734 members 
Mstep: Class 8 contains 206560 members 
Mstep: Class 9 contains 165296 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184632 members 
Mstep: Class 12 contains 71057 members 
Mstep: Class 13 contains 43541 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 159539 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189520 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 169659 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423216.000000 Penalty: 80372.445312
Iteration 461Q: 24 clusters Score -1.664232e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 19308 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 206577 members 
Mstep: Class 9 contains 165307 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184635 members 
Mstep: Class 12 contains 71056 members 
Mstep: Class 13 contains 43544 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 159536 members 
Mstep: Class 16 contains 33869 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189513 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 169653 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423200.000000 Penalty: 80372.445312
Iteration 462Q: 24 clusters Score -1.664232e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19302 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 10739 members 
Mstep: Class 8 contains 206588 members 
Mstep: Class 9 contains 165331 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184642 members 
Mstep: Class 12 contains 71056 members 
Mstep: Class 13 contains 43540 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159507 members 
Mstep: Class 16 contains 33854 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189504 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 169675 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423232.000000 Penalty: 80372.445312
Iteration 463Q: 24 clusters Score -1.664232e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 206590 members 
Mstep: Class 9 contains 165368 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184643 members 
Mstep: Class 12 contains 71053 members 
Mstep: Class 13 contains 43535 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 159482 members 
Mstep: Class 16 contains 33830 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189511 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 169698 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423296.000000 Penalty: 80372.445312
Iteration 464Q: 24 clusters Score -1.664233e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19285 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 8 contains 206603 members 
Mstep: Class 9 contains 165425 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184646 members 
Mstep: Class 12 contains 71051 members 
Mstep: Class 13 contains 43527 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159460 members 
Mstep: Class 16 contains 33805 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189512 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 169687 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423296.000000 Penalty: 80372.445312
Iteration 465Q: 24 clusters Score -1.664233e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19272 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 206608 members 
Mstep: Class 9 contains 165501 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184651 members 
Mstep: Class 12 contains 71056 members 
Mstep: Class 13 contains 43522 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159449 members 
Mstep: Class 16 contains 33783 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189506 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 169656 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423424.000000 Penalty: 80372.445312
Iteration 466Q: 24 clusters Score -1.664234e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19262 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 206613 members 
Mstep: Class 9 contains 165533 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184658 members 
Mstep: Class 12 contains 71052 members 
Mstep: Class 13 contains 43522 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159435 members 
Mstep: Class 16 contains 33767 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189506 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423520.000000 Penalty: 80372.445312
Iteration 467Q: 24 clusters Score -1.664235e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 19255 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 10754 members 
Mstep: Class 8 contains 206630 members 
Mstep: Class 9 contains 165556 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184654 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 43519 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159409 members 
Mstep: Class 16 contains 33751 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189505 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 169667 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423472.000000 Penalty: 80372.445312
Iteration 468Q: 24 clusters Score -1.664235e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19248 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 206640 members 
Mstep: Class 9 contains 165570 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184663 members 
Mstep: Class 12 contains 71043 members 
Mstep: Class 13 contains 43521 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159398 members 
Mstep: Class 16 contains 33730 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189497 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 169676 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423504.000000 Penalty: 80372.445312
Iteration 469Q: 24 clusters Score -1.664235e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19236 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 10762 members 
Mstep: Class 8 contains 206653 members 
Mstep: Class 9 contains 165579 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184666 members 
Mstep: Class 12 contains 71037 members 
Mstep: Class 13 contains 43517 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 159387 members 
Mstep: Class 16 contains 33716 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189495 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 169700 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423520.000000 Penalty: 80372.445312
Iteration 470Q: 24 clusters Score -1.664235e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19228 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 10762 members 
Mstep: Class 8 contains 206663 members 
Mstep: Class 9 contains 165594 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184677 members 
Mstep: Class 12 contains 71038 members 
Mstep: Class 13 contains 43510 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 159373 members 
Mstep: Class 16 contains 33706 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189488 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 169710 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423584.000000 Penalty: 80372.445312
Iteration 471Q: 24 clusters Score -1.664236e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19217 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 10764 members 
Mstep: Class 8 contains 206667 members 
Mstep: Class 9 contains 165591 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184691 members 
Mstep: Class 12 contains 71039 members 
Mstep: Class 13 contains 43502 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 159360 members 
Mstep: Class 16 contains 33696 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189500 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169718 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423488.000000 Penalty: 80372.445312
Iteration 472Q: 24 clusters Score -1.664235e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 206681 members 
Mstep: Class 9 contains 165597 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184699 members 
Mstep: Class 12 contains 71038 members 
Mstep: Class 13 contains 43491 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 159358 members 
Mstep: Class 16 contains 33688 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189506 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169732 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423616.000000 Penalty: 80372.445312
Iteration 473Q: 24 clusters Score -1.664236e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19199 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1711 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 206695 members 
Mstep: Class 9 contains 165566 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184716 members 
Mstep: Class 12 contains 71031 members 
Mstep: Class 13 contains 43483 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 159351 members 
Mstep: Class 16 contains 33682 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189510 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169766 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423504.000000 Penalty: 80372.445312
Iteration 474Q: 24 clusters Score -1.664235e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19195 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 206703 members 
Mstep: Class 9 contains 165546 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184723 members 
Mstep: Class 12 contains 71026 members 
Mstep: Class 13 contains 43484 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159345 members 
Mstep: Class 16 contains 33679 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189513 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169796 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423392.000000 Penalty: 80372.445312
Iteration 475Q: 24 clusters Score -1.664234e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19188 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10755 members 
Mstep: Class 8 contains 206714 members 
Mstep: Class 9 contains 165529 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184723 members 
Mstep: Class 12 contains 71022 members 
Mstep: Class 13 contains 43487 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 159339 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189502 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169832 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423392.000000 Penalty: 80372.445312
Iteration 476Q: 24 clusters Score -1.664234e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 206727 members 
Mstep: Class 9 contains 165519 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184737 members 
Mstep: Class 12 contains 71016 members 
Mstep: Class 13 contains 43479 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159333 members 
Mstep: Class 16 contains 33677 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189484 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169857 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423472.000000 Penalty: 80372.445312
Iteration 477Q: 24 clusters Score -1.664235e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 206745 members 
Mstep: Class 9 contains 165475 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184745 members 
Mstep: Class 12 contains 71016 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159334 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189492 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169884 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423504.000000 Penalty: 80372.445312
Iteration 478Q: 24 clusters Score -1.664235e+08 nChanged 403
Entering ConstructFrom: 
Score: -166423504.000000 Penalty: 80372.445312
Entering ConstructFrom: 
Trying to split cluster 1 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -114380.226562 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -114380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112535.343750 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -112535.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112854.000000 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -112854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112958.312500 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -112958.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113037.914062 Penalty: 3404.964355
	Iteration 3Q: 3 clusters Score -113037.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113080.914062 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -113080.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113117.812500 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -113117.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113148.734375 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -113148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113168.523438 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -113168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113192.828125 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -113192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113228.554688 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -113228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -113245.296875 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -113245.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113258.382812 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -113258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113277.343750 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -113277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113288.421875 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -113288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -113297.335938 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -113297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113307.257812 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -113307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -113320.140625 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -113320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -113328.945312 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -113328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -113336.054688 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -113336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113338.265625 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -113338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113341.742188 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -113341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -113355.898438 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -113355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113359.421875 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -113359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -113364.484375 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -113364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113365.875000 Penalty: 3404.964355
	Iteration 24Q: 3 clusters Score -113365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113367.640625 Penalty: 3404.964355
	Iteration 25Q: 3 clusters Score -113367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113372.601562 Penalty: 3404.964355
	Iteration 26Q: 3 clusters Score -113372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113380.609375 Penalty: 3404.964355
	Iteration 27Q: 3 clusters Score -113380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113386.234375 Penalty: 3404.964355
	Iteration 28Q: 3 clusters Score -113386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113390.390625 Penalty: 3404.964355
	Iteration 29Q: 3 clusters Score -113390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113391.937500 Penalty: 3404.964355
	Iteration 30Q: 3 clusters Score -113391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113394.226562 Penalty: 3404.964355
	Iteration 31Q: 3 clusters Score -113394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113394.226562 Penalty: 3404.964355
	Iteration 32F: 3 clusters Score -113394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Entering Unmasked Estep 
Score: -2762909.250000 Penalty: 2473.006348
	Iteration 0F: 2 clusters Score -2762909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2748052.000000 Penalty: 4946.012695
	Iteration 0F: 3 clusters Score -2748052 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2752893.750000 Penalty: 4946.012695
	Iteration 1F: 3 clusters Score -2752894 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2753355.000000 Penalty: 4946.012695
	Iteration 2Q: 3 clusters Score -2753355 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2753861.250000 Penalty: 4946.012695
	Iteration 3Q: 3 clusters Score -2753861 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2754494.500000 Penalty: 4946.012695
	Iteration 4Q: 3 clusters Score -2754494 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2755195.750000 Penalty: 4946.012695
	Iteration 5F: 3 clusters Score -2755196 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2755956.500000 Penalty: 4946.012695
	Iteration 6F: 3 clusters Score -2755956 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2756768.500000 Penalty: 4946.012695
	Iteration 7F: 3 clusters Score -2756768 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2757665.500000 Penalty: 4946.012695
	Iteration 8F: 3 clusters Score -2757666 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2758470.250000 Penalty: 4946.012695
	Iteration 9F: 3 clusters Score -2758470 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2759112.750000 Penalty: 4946.012695
	Iteration 10F: 3 clusters Score -2759113 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2759494.500000 Penalty: 4946.012695
	Iteration 11Q: 3 clusters Score -2759494 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2759639.250000 Penalty: 4946.012695
	Iteration 12Q: 3 clusters Score -2759639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2759724.000000 Penalty: 4946.012695
	Iteration 13Q: 3 clusters Score -2759724 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2759772.000000 Penalty: 4946.012695
	Iteration 14Q: 3 clusters Score -2759772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2759816.500000 Penalty: 4946.012695
	Iteration 15Q: 3 clusters Score -2759816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2759857.250000 Penalty: 4946.012695
	Iteration 16Q: 3 clusters Score -2759857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2759874.500000 Penalty: 4946.012695
	Iteration 17Q: 3 clusters Score -2759874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2759894.750000 Penalty: 4946.012695
	Iteration 18Q: 3 clusters Score -2759895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2759921.500000 Penalty: 4946.012695
	Iteration 19Q: 3 clusters Score -2759922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2759943.250000 Penalty: 4946.012695
	Iteration 20F: 3 clusters Score -2759943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2759955.000000 Penalty: 4946.012695
	Iteration 21Q: 3 clusters Score -2759955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2759962.000000 Penalty: 4946.012695
	Iteration 22Q: 3 clusters Score -2759962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2759969.500000 Penalty: 4946.012695
	Iteration 23Q: 3 clusters Score -2759970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2759976.000000 Penalty: 4946.012695
	Iteration 24Q: 3 clusters Score -2759976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2759998.000000 Penalty: 4946.012695
	Iteration 25Q: 3 clusters Score -2759998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2760010.250000 Penalty: 4946.012695
	Iteration 26Q: 3 clusters Score -2760010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2760023.250000 Penalty: 4946.012695
	Iteration 27Q: 3 clusters Score -2760023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2760037.000000 Penalty: 4946.012695
	Iteration 28Q: 3 clusters Score -2760037 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2760057.000000 Penalty: 4946.012695
	Iteration 29Q: 3 clusters Score -2760057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2760077.250000 Penalty: 4946.012695
	Iteration 30Q: 3 clusters Score -2760077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2760096.500000 Penalty: 4946.012695
	Iteration 31Q: 3 clusters Score -2760096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2760126.000000 Penalty: 4946.012695
	Iteration 32Q: 3 clusters Score -2760126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2760141.000000 Penalty: 4946.012695
	Iteration 33Q: 3 clusters Score -2760141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2760164.750000 Penalty: 4946.012695
	Iteration 34Q: 3 clusters Score -2760165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2760186.250000 Penalty: 4946.012695
	Iteration 35Q: 3 clusters Score -2760186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2760199.500000 Penalty: 4946.012695
	Iteration 36Q: 3 clusters Score -2760200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2760207.250000 Penalty: 4946.012695
	Iteration 37Q: 3 clusters Score -2760207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2760221.750000 Penalty: 4946.012695
	Iteration 38Q: 3 clusters Score -2760222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2760229.750000 Penalty: 4946.012695
	Iteration 39Q: 3 clusters Score -2760230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2760232.500000 Penalty: 4946.012695
	Iteration 40F: 3 clusters Score -2760232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2760242.500000 Penalty: 4946.012695
	Iteration 41Q: 3 clusters Score -2760242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2760248.000000 Penalty: 4946.012695
	Iteration 42Q: 3 clusters Score -2760248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2760261.500000 Penalty: 4946.012695
	Iteration 43Q: 3 clusters Score -2760262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2760265.500000 Penalty: 4946.012695
	Iteration 44Q: 3 clusters Score -2760266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2760271.250000 Penalty: 4946.012695
	Iteration 45Q: 3 clusters Score -2760271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2760291.750000 Penalty: 4946.012695
	Iteration 46Q: 3 clusters Score -2760292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2760322.500000 Penalty: 4946.012695
	Iteration 47Q: 3 clusters Score -2760322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2760338.500000 Penalty: 4946.012695
	Iteration 48Q: 3 clusters Score -2760338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2760366.000000 Penalty: 4946.012695
	Iteration 49Q: 3 clusters Score -2760366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2760385.500000 Penalty: 4946.012695
	Iteration 50Q: 3 clusters Score -2760386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2760416.750000 Penalty: 4946.012695
	Iteration 51Q: 3 clusters Score -2760417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2760445.000000 Penalty: 4946.012695
	Iteration 52Q: 3 clusters Score -2760445 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2760474.000000 Penalty: 4946.012695
	Iteration 53Q: 3 clusters Score -2760474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2760520.250000 Penalty: 4946.012695
	Iteration 54Q: 3 clusters Score -2760520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2760580.750000 Penalty: 4946.012695
	Iteration 55Q: 3 clusters Score -2760581 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2760639.500000 Penalty: 4946.012695
	Iteration 56Q: 3 clusters Score -2760640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2760716.500000 Penalty: 4946.012695
	Iteration 57Q: 3 clusters Score -2760716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2760823.750000 Penalty: 4946.012695
	Iteration 58Q: 3 clusters Score -2760824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2760896.000000 Penalty: 4946.012695
	Iteration 59Q: 3 clusters Score -2760896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2760953.000000 Penalty: 4946.012695
	Iteration 60F: 3 clusters Score -2760953 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2761014.500000 Penalty: 4946.012695
	Iteration 61Q: 3 clusters Score -2761014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2761063.000000 Penalty: 4946.012695
	Iteration 62Q: 3 clusters Score -2761063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2761092.500000 Penalty: 4946.012695
	Iteration 63Q: 3 clusters Score -2761092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2761122.500000 Penalty: 4946.012695
	Iteration 64Q: 3 clusters Score -2761122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2761139.000000 Penalty: 4946.012695
	Iteration 65Q: 3 clusters Score -2761139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2761151.750000 Penalty: 4946.012695
	Iteration 66Q: 3 clusters Score -2761152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2761173.750000 Penalty: 4946.012695
	Iteration 67Q: 3 clusters Score -2761174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2761181.750000 Penalty: 4946.012695
	Iteration 68Q: 3 clusters Score -2761182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2761206.500000 Penalty: 4946.012695
	Iteration 69Q: 3 clusters Score -2761206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2761223.000000 Penalty: 4946.012695
	Iteration 70Q: 3 clusters Score -2761223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2761242.250000 Penalty: 4946.012695
	Iteration 71Q: 3 clusters Score -2761242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2761244.750000 Penalty: 4946.012695
	Iteration 72Q: 3 clusters Score -2761245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2761260.500000 Penalty: 4946.012695
	Iteration 73Q: 3 clusters Score -2761260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2761270.750000 Penalty: 4946.012695
	Iteration 74Q: 3 clusters Score -2761271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2761275.000000 Penalty: 4946.012695
	Iteration 75Q: 3 clusters Score -2761275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2761275.000000 Penalty: 4946.012695
	Iteration 76Q: 3 clusters Score -2761275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2761276.000000 Penalty: 4946.012695
	Iteration 77Q: 3 clusters Score -2761276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2761285.500000 Penalty: 4946.012695
	Iteration 78Q: 3 clusters Score -2761286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2761284.000000 Penalty: 4946.012695
	Iteration 79Q: 3 clusters Score -2761284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2761288.250000 Penalty: 4946.012695
	Iteration 80F: 3 clusters Score -2761288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2761288.750000 Penalty: 4946.012695
	Iteration 81Q: 3 clusters Score -2761289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2761293.250000 Penalty: 4946.012695
	Iteration 82Q: 3 clusters Score -2761293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2761298.250000 Penalty: 4946.012695
	Iteration 83Q: 3 clusters Score -2761298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2761307.250000 Penalty: 4946.012695
	Iteration 84Q: 3 clusters Score -2761307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2761310.250000 Penalty: 4946.012695
	Iteration 85Q: 3 clusters Score -2761310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2761314.500000 Penalty: 4946.012695
	Iteration 86Q: 3 clusters Score -2761314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2761316.000000 Penalty: 4946.012695
	Iteration 87Q: 3 clusters Score -2761316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2761312.250000 Penalty: 4946.012695
	Iteration 88Q: 3 clusters Score -2761312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2761315.250000 Penalty: 4946.012695
	Iteration 89Q: 3 clusters Score -2761315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2761317.000000 Penalty: 4946.012695
	Iteration 90Q: 3 clusters Score -2761317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2761318.250000 Penalty: 4946.012695
	Iteration 91Q: 3 clusters Score -2761318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2761321.500000 Penalty: 4946.012695
	Iteration 92Q: 3 clusters Score -2761322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2761320.000000 Penalty: 4946.012695
	Iteration 93Q: 3 clusters Score -2761320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2761317.000000 Penalty: 4946.012695
	Iteration 94Q: 3 clusters Score -2761317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2761318.750000 Penalty: 4946.012695
	Iteration 95Q: 3 clusters Score -2761319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2761320.750000 Penalty: 4946.012695
	Iteration 96Q: 3 clusters Score -2761321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2761322.250000 Penalty: 4946.012695
	Iteration 97Q: 3 clusters Score -2761322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2761319.750000 Penalty: 4946.012695
	Iteration 98Q: 3 clusters Score -2761320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2761316.250000 Penalty: 4946.012695
	Iteration 99Q: 3 clusters Score -2761316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2761320.000000 Penalty: 4946.012695
	Iteration 100F: 3 clusters Score -2761320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2761321.750000 Penalty: 4946.012695
	Iteration 101Q: 3 clusters Score -2761322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2761326.000000 Penalty: 4946.012695
	Iteration 102Q: 3 clusters Score -2761326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2761327.250000 Penalty: 4946.012695
	Iteration 103Q: 3 clusters Score -2761327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2761329.500000 Penalty: 4946.012695
	Iteration 104Q: 3 clusters Score -2761330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2761332.500000 Penalty: 4946.012695
	Iteration 105Q: 3 clusters Score -2761332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2761331.250000 Penalty: 4946.012695
	Iteration 106Q: 3 clusters Score -2761331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2761333.000000 Penalty: 4946.012695
	Iteration 107Q: 3 clusters Score -2761333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2761333.750000 Penalty: 4946.012695
	Iteration 108Q: 3 clusters Score -2761334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2761334.750000 Penalty: 4946.012695
	Iteration 109Q: 3 clusters Score -2761335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2761337.750000 Penalty: 4946.012695
	Iteration 110Q: 3 clusters Score -2761338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2761332.750000 Penalty: 4946.012695
	Iteration 111Q: 3 clusters Score -2761333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2761332.750000 Penalty: 4946.012695
	Iteration 112F: 3 clusters Score -2761333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Entering Unmasked Estep 
Score: -2496556.250000 Penalty: 2445.553223
	Iteration 0F: 2 clusters Score -2496556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2482987.250000 Penalty: 4891.106445
	Iteration 0F: 3 clusters Score -2482987 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2487424.000000 Penalty: 4891.106445
	Iteration 1F: 3 clusters Score -2487424 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2487756.750000 Penalty: 4891.106445
	Iteration 2F: 3 clusters Score -2487757 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2488027.750000 Penalty: 4891.106445
	Iteration 3Q: 3 clusters Score -2488028 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2488238.000000 Penalty: 4891.106445
	Iteration 4Q: 3 clusters Score -2488238 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2488428.250000 Penalty: 4891.106445
	Iteration 5Q: 3 clusters Score -2488428 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2488658.500000 Penalty: 4891.106445
	Iteration 6Q: 3 clusters Score -2488658 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2488925.500000 Penalty: 4891.106445
	Iteration 7Q: 3 clusters Score -2488926 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2489251.250000 Penalty: 4891.106445
	Iteration 8Q: 3 clusters Score -2489251 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2489622.250000 Penalty: 4891.106445
	Iteration 9Q: 3 clusters Score -2489622 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2490030.750000 Penalty: 4891.106445
	Iteration 10Q: 3 clusters Score -2490031 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2490457.750000 Penalty: 4891.106445
	Iteration 11Q: 3 clusters Score -2490458 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2490892.000000 Penalty: 4891.106445
	Iteration 12Q: 3 clusters Score -2490892 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2491287.000000 Penalty: 4891.106445
	Iteration 13Q: 3 clusters Score -2491287 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2491649.500000 Penalty: 4891.106445
	Iteration 14Q: 3 clusters Score -2491650 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2491939.000000 Penalty: 4891.106445
	Iteration 15Q: 3 clusters Score -2491939 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2492185.250000 Penalty: 4891.106445
	Iteration 16Q: 3 clusters Score -2492185 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2492393.500000 Penalty: 4891.106445
	Iteration 17Q: 3 clusters Score -2492394 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2492524.250000 Penalty: 4891.106445
	Iteration 18Q: 3 clusters Score -2492524 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2492614.750000 Penalty: 4891.106445
	Iteration 19Q: 3 clusters Score -2492615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2492669.000000 Penalty: 4891.106445
	Iteration 20F: 3 clusters Score -2492669 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2492699.250000 Penalty: 4891.106445
	Iteration 21Q: 3 clusters Score -2492699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2492721.250000 Penalty: 4891.106445
	Iteration 22Q: 3 clusters Score -2492721 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2492747.000000 Penalty: 4891.106445
	Iteration 23Q: 3 clusters Score -2492747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2492757.750000 Penalty: 4891.106445
	Iteration 24Q: 3 clusters Score -2492758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2492777.000000 Penalty: 4891.106445
	Iteration 25Q: 3 clusters Score -2492777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2492787.250000 Penalty: 4891.106445
	Iteration 26Q: 3 clusters Score -2492787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2492803.750000 Penalty: 4891.106445
	Iteration 27Q: 3 clusters Score -2492804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2492810.250000 Penalty: 4891.106445
	Iteration 28Q: 3 clusters Score -2492810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2492813.000000 Penalty: 4891.106445
	Iteration 29Q: 3 clusters Score -2492813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2492817.500000 Penalty: 4891.106445
	Iteration 30Q: 3 clusters Score -2492818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2492813.750000 Penalty: 4891.106445
	Iteration 31Q: 3 clusters Score -2492814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2492823.500000 Penalty: 4891.106445
	Iteration 32Q: 3 clusters Score -2492824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2492826.750000 Penalty: 4891.106445
	Iteration 33Q: 3 clusters Score -2492827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2492824.250000 Penalty: 4891.106445
	Iteration 34Q: 3 clusters Score -2492824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2492827.250000 Penalty: 4891.106445
	Iteration 35Q: 3 clusters Score -2492827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2492835.250000 Penalty: 4891.106445
	Iteration 36Q: 3 clusters Score -2492835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2492832.250000 Penalty: 4891.106445
	Iteration 37Q: 3 clusters Score -2492832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2492831.750000 Penalty: 4891.106445
	Iteration 38Q: 3 clusters Score -2492832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2492832.000000 Penalty: 4891.106445
	Iteration 39Q: 3 clusters Score -2492832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2492840.250000 Penalty: 4891.106445
	Iteration 40F: 3 clusters Score -2492840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2492836.750000 Penalty: 4891.106445
	Iteration 41Q: 3 clusters Score -2492837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2492838.750000 Penalty: 4891.106445
	Iteration 42Q: 3 clusters Score -2492839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2492839.750000 Penalty: 4891.106445
	Iteration 43Q: 3 clusters Score -2492840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2492838.250000 Penalty: 4891.106445
	Iteration 44Q: 3 clusters Score -2492838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2492838.500000 Penalty: 4891.106445
	Iteration 45Q: 3 clusters Score -2492838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2492837.000000 Penalty: 4891.106445
	Iteration 46Q: 3 clusters Score -2492837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2492831.500000 Penalty: 4891.106445
	Iteration 47Q: 3 clusters Score -2492832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2492832.000000 Penalty: 4891.106445
	Iteration 48Q: 3 clusters Score -2492832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2492831.750000 Penalty: 4891.106445
	Iteration 49Q: 3 clusters Score -2492832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2492832.750000 Penalty: 4891.106445
	Iteration 50Q: 3 clusters Score -2492833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2492835.500000 Penalty: 4891.106445
	Iteration 51Q: 3 clusters Score -2492836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2492835.250000 Penalty: 4891.106445
	Iteration 52Q: 3 clusters Score -2492835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2492835.250000 Penalty: 4891.106445
	Iteration 53F: 3 clusters Score -2492835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -543788.875000 Penalty: 2076.354736
	Iteration 0F: 2 clusters Score -543788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -539764.187500 Penalty: 4152.709473
	Iteration 0F: 3 clusters Score -539764.2 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -540698.687500 Penalty: 4152.709473
	Iteration 1F: 3 clusters Score -540698.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -540912.375000 Penalty: 4152.709473
	Iteration 2F: 3 clusters Score -540912.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -541050.437500 Penalty: 4152.709473
	Iteration 3F: 3 clusters Score -541050.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -541142.750000 Penalty: 4152.709473
	Iteration 4Q: 3 clusters Score -541142.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -541216.500000 Penalty: 4152.709473
	Iteration 5Q: 3 clusters Score -541216.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -541267.000000 Penalty: 4152.709473
	Iteration 6Q: 3 clusters Score -541267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -541313.312500 Penalty: 4152.709473
	Iteration 7Q: 3 clusters Score -541313.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -541353.750000 Penalty: 4152.709473
	Iteration 8Q: 3 clusters Score -541353.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -541381.875000 Penalty: 4152.709473
	Iteration 9Q: 3 clusters Score -541381.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -541405.125000 Penalty: 4152.709473
	Iteration 10Q: 3 clusters Score -541405.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -541423.125000 Penalty: 4152.709473
	Iteration 11Q: 3 clusters Score -541423.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -541431.687500 Penalty: 4152.709473
	Iteration 12Q: 3 clusters Score -541431.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -541442.687500 Penalty: 4152.709473
	Iteration 13Q: 3 clusters Score -541442.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -541454.187500 Penalty: 4152.709473
	Iteration 14Q: 3 clusters Score -541454.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -541470.375000 Penalty: 4152.709473
	Iteration 15Q: 3 clusters Score -541470.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -541485.500000 Penalty: 4152.709473
	Iteration 16Q: 3 clusters Score -541485.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -541498.625000 Penalty: 4152.709473
	Iteration 17Q: 3 clusters Score -541498.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -541514.812500 Penalty: 4152.709473
	Iteration 18Q: 3 clusters Score -541514.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -541530.937500 Penalty: 4152.709473
	Iteration 19Q: 3 clusters Score -541530.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -541545.250000 Penalty: 4152.709473
	Iteration 20F: 3 clusters Score -541545.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -541557.500000 Penalty: 4152.709473
	Iteration 21Q: 3 clusters Score -541557.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -541571.812500 Penalty: 4152.709473
	Iteration 22Q: 3 clusters Score -541571.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -541595.125000 Penalty: 4152.709473
	Iteration 23Q: 3 clusters Score -541595.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -541616.937500 Penalty: 4152.709473
	Iteration 24Q: 3 clusters Score -541616.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -541639.250000 Penalty: 4152.709473
	Iteration 25Q: 3 clusters Score -541639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -541679.250000 Penalty: 4152.709473
	Iteration 26Q: 3 clusters Score -541679.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -541711.437500 Penalty: 4152.709473
	Iteration 27Q: 3 clusters Score -541711.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -541750.250000 Penalty: 4152.709473
	Iteration 28Q: 3 clusters Score -541750.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -541788.125000 Penalty: 4152.709473
	Iteration 29Q: 3 clusters Score -541788.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -541829.750000 Penalty: 4152.709473
	Iteration 30Q: 3 clusters Score -541829.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -541867.625000 Penalty: 4152.709473
	Iteration 31Q: 3 clusters Score -541867.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -541909.812500 Penalty: 4152.709473
	Iteration 32Q: 3 clusters Score -541909.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -541962.437500 Penalty: 4152.709473
	Iteration 33Q: 3 clusters Score -541962.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -541997.125000 Penalty: 4152.709473
	Iteration 34Q: 3 clusters Score -541997.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -542022.312500 Penalty: 4152.709473
	Iteration 35Q: 3 clusters Score -542022.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -542049.375000 Penalty: 4152.709473
	Iteration 36Q: 3 clusters Score -542049.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -542070.625000 Penalty: 4152.709473
	Iteration 37Q: 3 clusters Score -542070.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -542087.750000 Penalty: 4152.709473
	Iteration 38Q: 3 clusters Score -542087.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -542100.437500 Penalty: 4152.709473
	Iteration 39Q: 3 clusters Score -542100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -542111.375000 Penalty: 4152.709473
	Iteration 40F: 3 clusters Score -542111.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -542125.375000 Penalty: 4152.709473
	Iteration 41Q: 3 clusters Score -542125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -542133.312500 Penalty: 4152.709473
	Iteration 42Q: 3 clusters Score -542133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -542139.812500 Penalty: 4152.709473
	Iteration 43Q: 3 clusters Score -542139.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -542146.875000 Penalty: 4152.709473
	Iteration 44Q: 3 clusters Score -542146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -542154.187500 Penalty: 4152.709473
	Iteration 45Q: 3 clusters Score -542154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -542168.937500 Penalty: 4152.709473
	Iteration 46Q: 3 clusters Score -542168.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -542186.625000 Penalty: 4152.709473
	Iteration 47Q: 3 clusters Score -542186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -542195.812500 Penalty: 4152.709473
	Iteration 48Q: 3 clusters Score -542195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -542205.125000 Penalty: 4152.709473
	Iteration 49Q: 3 clusters Score -542205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -542216.562500 Penalty: 4152.709473
	Iteration 50Q: 3 clusters Score -542216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -542223.437500 Penalty: 4152.709473
	Iteration 51Q: 3 clusters Score -542223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -542229.000000 Penalty: 4152.709473
	Iteration 52Q: 3 clusters Score -542229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -542236.687500 Penalty: 4152.709473
	Iteration 53Q: 3 clusters Score -542236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -542243.375000 Penalty: 4152.709473
	Iteration 54Q: 3 clusters Score -542243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -542244.312500 Penalty: 4152.709473
	Iteration 55Q: 3 clusters Score -542244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -542246.000000 Penalty: 4152.709473
	Iteration 56Q: 3 clusters Score -542246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -542249.125000 Penalty: 4152.709473
	Iteration 57Q: 3 clusters Score -542249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -542249.812500 Penalty: 4152.709473
	Iteration 58Q: 3 clusters Score -542249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -542250.687500 Penalty: 4152.709473
	Iteration 59Q: 3 clusters Score -542250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -542250.687500 Penalty: 4152.709473
	Iteration 60F: 3 clusters Score -542250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -52582.933594 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -52582.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51130.535156 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -51130.54 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51438.050781 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -51438.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51560.210938 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -51560.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51627.203125 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -51627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51660.246094 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -51660.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51688.960938 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -51688.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51724.460938 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -51724.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51740.882812 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -51740.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51744.847656 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -51744.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51748.292969 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -51748.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51752.449219 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -51752.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51752.449219 Penalty: 3104.752441
	Iteration 11F: 3 clusters Score -51752.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -201720.828125 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -201720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -199496.421875 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -199496.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -200397.406250 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -200397.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -200871.906250 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -200871.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -201111.250000 Penalty: 3692.057129
	Iteration 3F: 3 clusters Score -201111.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -201245.546875 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -201245.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201320.578125 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -201320.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201368.656250 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -201368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201385.578125 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -201385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201397.390625 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -201397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -201405.171875 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -201405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -201408.687500 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -201408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -201415.031250 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -201415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -201418.656250 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -201418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -201420.468750 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -201420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -201420.468750 Penalty: 3692.057129
	Iteration 14F: 3 clusters Score -201420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -1381879.125000 Penalty: 2302.261230
	Iteration 0F: 2 clusters Score -1381879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1373706.625000 Penalty: 4604.522461
	Iteration 0F: 3 clusters Score -1373707 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1376004.500000 Penalty: 4604.522461
	Iteration 1F: 3 clusters Score -1376004 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1376289.750000 Penalty: 4604.522461
	Iteration 2F: 3 clusters Score -1376290 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1376504.750000 Penalty: 4604.522461
	Iteration 3F: 3 clusters Score -1376505 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1376657.750000 Penalty: 4604.522461
	Iteration 4Q: 3 clusters Score -1376658 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1376772.250000 Penalty: 4604.522461
	Iteration 5Q: 3 clusters Score -1376772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1376876.375000 Penalty: 4604.522461
	Iteration 6Q: 3 clusters Score -1376876 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1376978.500000 Penalty: 4604.522461
	Iteration 7Q: 3 clusters Score -1376978 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1377103.500000 Penalty: 4604.522461
	Iteration 8Q: 3 clusters Score -1377104 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1377240.500000 Penalty: 4604.522461
	Iteration 9Q: 3 clusters Score -1377240 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1377394.125000 Penalty: 4604.522461
	Iteration 10Q: 3 clusters Score -1377394 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1377565.625000 Penalty: 4604.522461
	Iteration 11Q: 3 clusters Score -1377566 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1377794.375000 Penalty: 4604.522461
	Iteration 12Q: 3 clusters Score -1377794 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1378079.500000 Penalty: 4604.522461
	Iteration 13Q: 3 clusters Score -1378080 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1378413.125000 Penalty: 4604.522461
	Iteration 14Q: 3 clusters Score -1378413 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1378739.375000 Penalty: 4604.522461
	Iteration 15Q: 3 clusters Score -1378739 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1379037.750000 Penalty: 4604.522461
	Iteration 16Q: 3 clusters Score -1379038 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1379281.125000 Penalty: 4604.522461
	Iteration 17Q: 3 clusters Score -1379281 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1379470.750000 Penalty: 4604.522461
	Iteration 18Q: 3 clusters Score -1379471 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1379591.000000 Penalty: 4604.522461
	Iteration 19Q: 3 clusters Score -1379591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1379657.375000 Penalty: 4604.522461
	Iteration 20F: 3 clusters Score -1379657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1379707.000000 Penalty: 4604.522461
	Iteration 21Q: 3 clusters Score -1379707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1379742.000000 Penalty: 4604.522461
	Iteration 22Q: 3 clusters Score -1379742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1379767.000000 Penalty: 4604.522461
	Iteration 23Q: 3 clusters Score -1379767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1379788.875000 Penalty: 4604.522461
	Iteration 24Q: 3 clusters Score -1379789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1379806.750000 Penalty: 4604.522461
	Iteration 25Q: 3 clusters Score -1379807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1379825.000000 Penalty: 4604.522461
	Iteration 26Q: 3 clusters Score -1379825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1379844.375000 Penalty: 4604.522461
	Iteration 27Q: 3 clusters Score -1379844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1379864.750000 Penalty: 4604.522461
	Iteration 28Q: 3 clusters Score -1379865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1379884.375000 Penalty: 4604.522461
	Iteration 29Q: 3 clusters Score -1379884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1379897.750000 Penalty: 4604.522461
	Iteration 30Q: 3 clusters Score -1379898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379919.000000 Penalty: 4604.522461
	Iteration 31Q: 3 clusters Score -1379919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1379926.125000 Penalty: 4604.522461
	Iteration 32Q: 3 clusters Score -1379926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1379935.625000 Penalty: 4604.522461
	Iteration 33Q: 3 clusters Score -1379936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1379949.000000 Penalty: 4604.522461
	Iteration 34Q: 3 clusters Score -1379949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1379956.875000 Penalty: 4604.522461
	Iteration 35Q: 3 clusters Score -1379957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1379962.125000 Penalty: 4604.522461
	Iteration 36Q: 3 clusters Score -1379962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1379963.000000 Penalty: 4604.522461
	Iteration 37Q: 3 clusters Score -1379963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1379966.125000 Penalty: 4604.522461
	Iteration 38Q: 3 clusters Score -1379966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1379967.125000 Penalty: 4604.522461
	Iteration 39Q: 3 clusters Score -1379967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1379969.500000 Penalty: 4604.522461
	Iteration 40F: 3 clusters Score -1379970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1379971.375000 Penalty: 4604.522461
	Iteration 41Q: 3 clusters Score -1379971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1379971.000000 Penalty: 4604.522461
	Iteration 42Q: 3 clusters Score -1379971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1379974.000000 Penalty: 4604.522461
	Iteration 43Q: 3 clusters Score -1379974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1379976.625000 Penalty: 4604.522461
	Iteration 44Q: 3 clusters Score -1379977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1379976.625000 Penalty: 4604.522461
	Iteration 45F: 3 clusters Score -1379977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206746 members 
Entering Unmasked Estep 
Score: -26819790.000000 Penalty: 3035.333008
	Iteration 0F: 2 clusters Score -2.681979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -26714704.000000 Penalty: 6070.666016
	Iteration 0F: 3 clusters Score -2.67147e+07 nChanged 99233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -26771976.000000 Penalty: 6070.666016
	Iteration 1F: 3 clusters Score -2.677198e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -26772572.000000 Penalty: 6070.666016
	Iteration 2Q: 3 clusters Score -2.677257e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -26773104.000000 Penalty: 6070.666016
	Iteration 3Q: 3 clusters Score -2.67731e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -26773812.000000 Penalty: 6070.666016
	Iteration 4Q: 3 clusters Score -2.677381e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -26775048.000000 Penalty: 6070.666016
	Iteration 5Q: 3 clusters Score -2.677505e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -26777028.000000 Penalty: 6070.666016
	Iteration 6Q: 3 clusters Score -2.677703e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -26780534.000000 Penalty: 6070.666016
	Iteration 7Q: 3 clusters Score -2.678053e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -26786520.000000 Penalty: 6070.666016
	Iteration 8F: 3 clusters Score -2.678652e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -26796988.000000 Penalty: 6070.666016
	Iteration 9F: 3 clusters Score -2.679699e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 168259 members 
Entering Unmasked Estep 
Score: -26810650.000000 Penalty: 6070.666016
	Iteration 10F: 3 clusters Score -2.681065e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 184392 members 
Entering Unmasked Estep 
Score: -26818802.000000 Penalty: 6070.666016
	Iteration 11F: 3 clusters Score -2.68188e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -26818538.000000 Penalty: 6070.666016
	Iteration 12F: 3 clusters Score -2.681854e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 202848 members 
Entering Unmasked Estep 
Score: -26817964.000000 Penalty: 6070.666016
	Iteration 13Q: 3 clusters Score -2.681796e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -26817240.000000 Penalty: 6070.666016
	Iteration 14Q: 3 clusters Score -2.681724e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 205991 members 
Entering Unmasked Estep 
Score: -26817200.000000 Penalty: 6070.666016
	Iteration 15Q: 3 clusters Score -2.68172e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 206262 members 
Entering Unmasked Estep 
Score: -26817286.000000 Penalty: 6070.666016
	Iteration 16Q: 3 clusters Score -2.681729e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 206377 members 
Entering Unmasked Estep 
Score: -26817272.000000 Penalty: 6070.666016
	Iteration 17Q: 3 clusters Score -2.681727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 206426 members 
Entering Unmasked Estep 
Score: -26817306.000000 Penalty: 6070.666016
	Iteration 18Q: 3 clusters Score -2.681731e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206446 members 
Entering Unmasked Estep 
Score: -26817356.000000 Penalty: 6070.666016
	Iteration 19Q: 3 clusters Score -2.681736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 206451 members 
Entering Unmasked Estep 
Score: -26817396.000000 Penalty: 6070.666016
	Iteration 20F: 3 clusters Score -2.68174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 206461 members 
Entering Unmasked Estep 
Score: -26817414.000000 Penalty: 6070.666016
	Iteration 21Q: 3 clusters Score -2.681741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 206460 members 
Entering Unmasked Estep 
Score: -26817424.000000 Penalty: 6070.666016
	Iteration 22Q: 3 clusters Score -2.681742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206462 members 
Entering Unmasked Estep 
Score: -26817412.000000 Penalty: 6070.666016
	Iteration 23Q: 3 clusters Score -2.681741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206463 members 
Entering Unmasked Estep 
Score: -26817420.000000 Penalty: 6070.666016
	Iteration 24Q: 3 clusters Score -2.681742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206463 members 
Entering Unmasked Estep 
Score: -26817420.000000 Penalty: 6070.666016
	Iteration 25F: 3 clusters Score -2.681742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (165459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Entering Unmasked Estep 
Score: -21454370.000000 Penalty: 2980.086670
	Iteration 0F: 2 clusters Score -2.145437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -21344548.000000 Penalty: 5960.173340
	Iteration 0F: 3 clusters Score -2.134455e+07 nChanged 78922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -21390166.000000 Penalty: 5960.173340
	Iteration 1F: 3 clusters Score -2.139017e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -21391086.000000 Penalty: 5960.173340
	Iteration 2Q: 3 clusters Score -2.139109e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -21392334.000000 Penalty: 5960.173340
	Iteration 3Q: 3 clusters Score -2.139233e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -21393970.000000 Penalty: 5960.173340
	Iteration 4Q: 3 clusters Score -2.139397e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -21396512.000000 Penalty: 5960.173340
	Iteration 5Q: 3 clusters Score -2.139651e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -21399926.000000 Penalty: 5960.173340
	Iteration 6Q: 3 clusters Score -2.139993e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -21404438.000000 Penalty: 5960.173340
	Iteration 7F: 3 clusters Score -2.140444e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -21411260.000000 Penalty: 5960.173340
	Iteration 8F: 3 clusters Score -2.141126e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -21420814.000000 Penalty: 5960.173340
	Iteration 9F: 3 clusters Score -2.142081e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -21429930.000000 Penalty: 5960.173340
	Iteration 10F: 3 clusters Score -2.142993e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -21435088.000000 Penalty: 5960.173340
	Iteration 11F: 3 clusters Score -2.143509e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -21437370.000000 Penalty: 5960.173340
	Iteration 12Q: 3 clusters Score -2.143737e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -21438786.000000 Penalty: 5960.173340
	Iteration 13Q: 3 clusters Score -2.143879e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -21440028.000000 Penalty: 5960.173340
	Iteration 14Q: 3 clusters Score -2.144003e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -21441340.000000 Penalty: 5960.173340
	Iteration 15Q: 3 clusters Score -2.144134e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 121685 members 
Entering Unmasked Estep 
Score: -21442656.000000 Penalty: 5960.173340
	Iteration 16Q: 3 clusters Score -2.144266e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -21443742.000000 Penalty: 5960.173340
	Iteration 17Q: 3 clusters Score -2.144374e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -21444550.000000 Penalty: 5960.173340
	Iteration 18Q: 3 clusters Score -2.144455e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -21445216.000000 Penalty: 5960.173340
	Iteration 19Q: 3 clusters Score -2.144522e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -21445718.000000 Penalty: 5960.173340
	Iteration 20F: 3 clusters Score -2.144572e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -21446320.000000 Penalty: 5960.173340
	Iteration 21Q: 3 clusters Score -2.144632e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 133785 members 
Entering Unmasked Estep 
Score: -21446836.000000 Penalty: 5960.173340
	Iteration 22Q: 3 clusters Score -2.144684e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -21447272.000000 Penalty: 5960.173340
	Iteration 23Q: 3 clusters Score -2.144727e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -21447604.000000 Penalty: 5960.173340
	Iteration 24Q: 3 clusters Score -2.14476e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -21448050.000000 Penalty: 5960.173340
	Iteration 25Q: 3 clusters Score -2.144805e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 140109 members 
Entering Unmasked Estep 
Score: -21448282.000000 Penalty: 5960.173340
	Iteration 26Q: 3 clusters Score -2.144828e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -21448476.000000 Penalty: 5960.173340
	Iteration 27Q: 3 clusters Score -2.144848e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -21448812.000000 Penalty: 5960.173340
	Iteration 28Q: 3 clusters Score -2.144881e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -21449086.000000 Penalty: 5960.173340
	Iteration 29Q: 3 clusters Score -2.144909e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 145637 members 
Entering Unmasked Estep 
Score: -21449368.000000 Penalty: 5960.173340
	Iteration 30Q: 3 clusters Score -2.144937e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 146891 members 
Entering Unmasked Estep 
Score: -21449736.000000 Penalty: 5960.173340
	Iteration 31Q: 3 clusters Score -2.144974e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 148104 members 
Entering Unmasked Estep 
Score: -21449888.000000 Penalty: 5960.173340
	Iteration 32Q: 3 clusters Score -2.144989e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -21450086.000000 Penalty: 5960.173340
	Iteration 33Q: 3 clusters Score -2.145009e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -21450364.000000 Penalty: 5960.173340
	Iteration 34Q: 3 clusters Score -2.145036e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 151456 members 
Entering Unmasked Estep 
Score: -21450574.000000 Penalty: 5960.173340
	Iteration 35Q: 3 clusters Score -2.145057e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -21450858.000000 Penalty: 5960.173340
	Iteration 36Q: 3 clusters Score -2.145086e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -21451130.000000 Penalty: 5960.173340
	Iteration 37Q: 3 clusters Score -2.145113e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -21451276.000000 Penalty: 5960.173340
	Iteration 38Q: 3 clusters Score -2.145128e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -21451466.000000 Penalty: 5960.173340
	Iteration 39Q: 3 clusters Score -2.145147e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -21451566.000000 Penalty: 5960.173340
	Iteration 40F: 3 clusters Score -2.145157e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -21451688.000000 Penalty: 5960.173340
	Iteration 41Q: 3 clusters Score -2.145169e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 157060 members 
Entering Unmasked Estep 
Score: -21451794.000000 Penalty: 5960.173340
	Iteration 42Q: 3 clusters Score -2.145179e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -21451878.000000 Penalty: 5960.173340
	Iteration 43Q: 3 clusters Score -2.145188e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -21451926.000000 Penalty: 5960.173340
	Iteration 44Q: 3 clusters Score -2.145193e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -21452062.000000 Penalty: 5960.173340
	Iteration 45Q: 3 clusters Score -2.145206e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -21452174.000000 Penalty: 5960.173340
	Iteration 46Q: 3 clusters Score -2.145217e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -21452238.000000 Penalty: 5960.173340
	Iteration 47Q: 3 clusters Score -2.145224e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -21452322.000000 Penalty: 5960.173340
	Iteration 48Q: 3 clusters Score -2.145232e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -21452364.000000 Penalty: 5960.173340
	Iteration 49Q: 3 clusters Score -2.145236e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 160574 members 
Entering Unmasked Estep 
Score: -21452344.000000 Penalty: 5960.173340
	Iteration 50Q: 3 clusters Score -2.145234e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -21452388.000000 Penalty: 5960.173340
	Iteration 51Q: 3 clusters Score -2.145239e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -21452362.000000 Penalty: 5960.173340
	Iteration 52Q: 3 clusters Score -2.145236e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -21452340.000000 Penalty: 5960.173340
	Iteration 53Q: 3 clusters Score -2.145234e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 161466 members 
Entering Unmasked Estep 
Score: -21452418.000000 Penalty: 5960.173340
	Iteration 54Q: 3 clusters Score -2.145242e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -21452394.000000 Penalty: 5960.173340
	Iteration 55Q: 3 clusters Score -2.145239e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -21452466.000000 Penalty: 5960.173340
	Iteration 56Q: 3 clusters Score -2.145247e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -21452472.000000 Penalty: 5960.173340
	Iteration 57Q: 3 clusters Score -2.145247e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -21452458.000000 Penalty: 5960.173340
	Iteration 58Q: 3 clusters Score -2.145246e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -21452476.000000 Penalty: 5960.173340
	Iteration 59Q: 3 clusters Score -2.145248e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 162150 members 
Entering Unmasked Estep 
Score: -21452492.000000 Penalty: 5960.173340
	Iteration 60F: 3 clusters Score -2.145249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -21452494.000000 Penalty: 5960.173340
	Iteration 61Q: 3 clusters Score -2.145249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -21452486.000000 Penalty: 5960.173340
	Iteration 62Q: 3 clusters Score -2.145249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 162366 members 
Entering Unmasked Estep 
Score: -21452494.000000 Penalty: 5960.173340
	Iteration 63Q: 3 clusters Score -2.145249e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -21452524.000000 Penalty: 5960.173340
	Iteration 64Q: 3 clusters Score -2.145252e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -21452542.000000 Penalty: 5960.173340
	Iteration 65Q: 3 clusters Score -2.145254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 162564 members 
Entering Unmasked Estep 
Score: -21452544.000000 Penalty: 5960.173340
	Iteration 66Q: 3 clusters Score -2.145254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -21452540.000000 Penalty: 5960.173340
	Iteration 67Q: 3 clusters Score -2.145254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -21452546.000000 Penalty: 5960.173340
	Iteration 68Q: 3 clusters Score -2.145255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -21452580.000000 Penalty: 5960.173340
	Iteration 69Q: 3 clusters Score -2.145258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -21452566.000000 Penalty: 5960.173340
	Iteration 70Q: 3 clusters Score -2.145257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -21452566.000000 Penalty: 5960.173340
	Iteration 71Q: 3 clusters Score -2.145257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -21452544.000000 Penalty: 5960.173340
	Iteration 72Q: 3 clusters Score -2.145254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 162771 members 
Entering Unmasked Estep 
Score: -21452534.000000 Penalty: 5960.173340
	Iteration 73Q: 3 clusters Score -2.145253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -21452538.000000 Penalty: 5960.173340
	Iteration 74Q: 3 clusters Score -2.145254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -21452554.000000 Penalty: 5960.173340
	Iteration 75Q: 3 clusters Score -2.145255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -21452574.000000 Penalty: 5960.173340
	Iteration 76Q: 3 clusters Score -2.145257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -21452572.000000 Penalty: 5960.173340
	Iteration 77Q: 3 clusters Score -2.145257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -21452556.000000 Penalty: 5960.173340
	Iteration 78Q: 3 clusters Score -2.145256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 162876 members 
Entering Unmasked Estep 
Score: -21452562.000000 Penalty: 5960.173340
	Iteration 79Q: 3 clusters Score -2.145256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -21452554.000000 Penalty: 5960.173340
	Iteration 80F: 3 clusters Score -2.145255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -21452566.000000 Penalty: 5960.173340
	Iteration 81Q: 3 clusters Score -2.145257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -21452554.000000 Penalty: 5960.173340
	Iteration 82Q: 3 clusters Score -2.145255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -21452574.000000 Penalty: 5960.173340
	Iteration 83Q: 3 clusters Score -2.145257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21452562.000000 Penalty: 5960.173340
	Iteration 84Q: 3 clusters Score -2.145256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -21452578.000000 Penalty: 5960.173340
	Iteration 85Q: 3 clusters Score -2.145258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -21452564.000000 Penalty: 5960.173340
	Iteration 86Q: 3 clusters Score -2.145256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -21452554.000000 Penalty: 5960.173340
	Iteration 87Q: 3 clusters Score -2.145255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -21452568.000000 Penalty: 5960.173340
	Iteration 88Q: 3 clusters Score -2.145257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -21452568.000000 Penalty: 5960.173340
	Iteration 89Q: 3 clusters Score -2.145257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -21452582.000000 Penalty: 5960.173340
	Iteration 90Q: 3 clusters Score -2.145258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -21452588.000000 Penalty: 5960.173340
	Iteration 91Q: 3 clusters Score -2.145259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -21452610.000000 Penalty: 5960.173340
	Iteration 92Q: 3 clusters Score -2.145261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -21452610.000000 Penalty: 5960.173340
	Iteration 93Q: 3 clusters Score -2.145261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -21452608.000000 Penalty: 5960.173340
	Iteration 94Q: 3 clusters Score -2.145261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -21452604.000000 Penalty: 5960.173340
	Iteration 95Q: 3 clusters Score -2.14526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -21452600.000000 Penalty: 5960.173340
	Iteration 96Q: 3 clusters Score -2.14526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -21452582.000000 Penalty: 5960.173340
	Iteration 97Q: 3 clusters Score -2.145258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -21452590.000000 Penalty: 5960.173340
	Iteration 98Q: 3 clusters Score -2.145259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -21452590.000000 Penalty: 5960.173340
	Iteration 99Q: 3 clusters Score -2.145259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -21452588.000000 Penalty: 5960.173340
	Iteration 100F: 3 clusters Score -2.145259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -21452600.000000 Penalty: 5960.173340
	Iteration 101Q: 3 clusters Score -2.14526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -21452602.000000 Penalty: 5960.173340
	Iteration 102Q: 3 clusters Score -2.14526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -21452602.000000 Penalty: 5960.173340
	Iteration 103F: 3 clusters Score -2.14526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -102556.718750 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -102556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100701.343750 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -100701.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101150.234375 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -101150.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101346.898438 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -101346.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101476.976562 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -101477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101553.039062 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -101553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101595.304688 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -101595.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101636.414062 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -101636.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101694.835938 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -101694.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101764.820312 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -101764.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101910.570312 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -101910.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102066.257812 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -102066.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102185.757812 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -102185.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102305.648438 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -102305.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102488.585938 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -102488.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102603.695312 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -102603.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102655.546875 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -102655.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102728.281250 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -102728.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102838.156250 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -102838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102916.562500 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -102916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102945.390625 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -102945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102965.101562 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -102965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102974.875000 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -102974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102989.812500 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -102989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103001.710938 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -103001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103008.515625 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -103008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103016.601562 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -103016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103016.601562 Penalty: 3393.970947
	Iteration 26F: 3 clusters Score -103016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 206746 members 
Mstep: Class 9 contains 165459 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 184759 members 
Mstep: Class 12 contains 71009 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159337 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189495 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169900 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
Score: -166422128.000000 Penalty: 83866.898438
Splitting cluster 10 changes total score from -166423504.000000 to -166422128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (184759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184759 members 
Entering Unmasked Estep 
Score: -23688684.000000 Penalty: 3007.448242
	Iteration 0F: 2 clusters Score -2.368868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -23566284.000000 Penalty: 6014.896484
	Iteration 0F: 3 clusters Score -2.356628e+07 nChanged 88744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -23617738.000000 Penalty: 6014.896484
	Iteration 1F: 3 clusters Score -2.361774e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -23618648.000000 Penalty: 6014.896484
	Iteration 2Q: 3 clusters Score -2.361865e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -23619692.000000 Penalty: 6014.896484
	Iteration 3Q: 3 clusters Score -2.361969e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -23621162.000000 Penalty: 6014.896484
	Iteration 4Q: 3 clusters Score -2.362116e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -23623094.000000 Penalty: 6014.896484
	Iteration 5Q: 3 clusters Score -2.362309e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -23627090.000000 Penalty: 6014.896484
	Iteration 6Q: 3 clusters Score -2.362709e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -23633938.000000 Penalty: 6014.896484
	Iteration 7F: 3 clusters Score -2.363394e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -23645938.000000 Penalty: 6014.896484
	Iteration 8F: 3 clusters Score -2.364594e+07 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -23661676.000000 Penalty: 6014.896484
	Iteration 9F: 3 clusters Score -2.366168e+07 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -23675358.000000 Penalty: 6014.896484
	Iteration 10F: 3 clusters Score -2.367536e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -23682500.000000 Penalty: 6014.896484
	Iteration 11Q: 3 clusters Score -2.36825e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183217 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23684976.000000 Penalty: 6014.896484
	Iteration 12Q: 3 clusters Score -2.368498e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23685642.000000 Penalty: 6014.896484
	Iteration 13Q: 3 clusters Score -2.368564e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184372 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23685880.000000 Penalty: 6014.896484
	Iteration 14Q: 3 clusters Score -2.368588e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23685998.000000 Penalty: 6014.896484
	Iteration 15Q: 3 clusters Score -2.3686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184474 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23686070.000000 Penalty: 6014.896484
	Iteration 16Q: 3 clusters Score -2.368607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184492 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23686096.000000 Penalty: 6014.896484
	Iteration 17Q: 3 clusters Score -2.36861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23686134.000000 Penalty: 6014.896484
	Iteration 18Q: 3 clusters Score -2.368613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23686154.000000 Penalty: 6014.896484
	Iteration 19Q: 3 clusters Score -2.368615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184506 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23686156.000000 Penalty: 6014.896484
	Iteration 20F: 3 clusters Score -2.368616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184506 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23686172.000000 Penalty: 6014.896484
	Iteration 21Q: 3 clusters Score -2.368617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184505 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23686174.000000 Penalty: 6014.896484
	Iteration 22Q: 3 clusters Score -2.368617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184504 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23686188.000000 Penalty: 6014.896484
	Iteration 23Q: 3 clusters Score -2.368619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184501 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23686178.000000 Penalty: 6014.896484
	Iteration 24Q: 3 clusters Score -2.368618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23686180.000000 Penalty: 6014.896484
	Iteration 25Q: 3 clusters Score -2.368618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23686180.000000 Penalty: 6014.896484
	Iteration 26F: 3 clusters Score -2.368618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Entering Unmasked Estep 
Score: -8879314.000000 Penalty: 2770.299316
	Iteration 0F: 2 clusters Score -8879314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8831866.000000 Penalty: 5540.598633
	Iteration 0F: 3 clusters Score -8831866 nChanged 33329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8850589.000000 Penalty: 5540.598633
	Iteration 1F: 3 clusters Score -8850589 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -8851071.000000 Penalty: 5540.598633
	Iteration 2Q: 3 clusters Score -8851071 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -8851659.000000 Penalty: 5540.598633
	Iteration 3Q: 3 clusters Score -8851659 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8852215.000000 Penalty: 5540.598633
	Iteration 4Q: 3 clusters Score -8852215 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8852985.000000 Penalty: 5540.598633
	Iteration 5Q: 3 clusters Score -8852985 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -8854046.000000 Penalty: 5540.598633
	Iteration 6Q: 3 clusters Score -8854046 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8855596.000000 Penalty: 5540.598633
	Iteration 7Q: 3 clusters Score -8855596 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -8857834.000000 Penalty: 5540.598633
	Iteration 8F: 3 clusters Score -8857834 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8861276.000000 Penalty: 5540.598633
	Iteration 9F: 3 clusters Score -8861276 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -8865409.000000 Penalty: 5540.598633
	Iteration 10F: 3 clusters Score -8865409 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8869442.000000 Penalty: 5540.598633
	Iteration 11F: 3 clusters Score -8869442 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -8872474.000000 Penalty: 5540.598633
	Iteration 12Q: 3 clusters Score -8872474 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -8874334.000000 Penalty: 5540.598633
	Iteration 13Q: 3 clusters Score -8874334 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8875610.000000 Penalty: 5540.598633
	Iteration 14Q: 3 clusters Score -8875610 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -8876296.000000 Penalty: 5540.598633
	Iteration 15Q: 3 clusters Score -8876296 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -8876814.000000 Penalty: 5540.598633
	Iteration 16Q: 3 clusters Score -8876814 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -8877099.000000 Penalty: 5540.598633
	Iteration 17Q: 3 clusters Score -8877099 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -8877271.000000 Penalty: 5540.598633
	Iteration 18Q: 3 clusters Score -8877271 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8877453.000000 Penalty: 5540.598633
	Iteration 19Q: 3 clusters Score -8877453 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8877584.000000 Penalty: 5540.598633
	Iteration 20F: 3 clusters Score -8877584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8877648.000000 Penalty: 5540.598633
	Iteration 21Q: 3 clusters Score -8877648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -8877684.000000 Penalty: 5540.598633
	Iteration 22Q: 3 clusters Score -8877684 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -8877734.000000 Penalty: 5540.598633
	Iteration 23Q: 3 clusters Score -8877734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8877757.000000 Penalty: 5540.598633
	Iteration 24Q: 3 clusters Score -8877757 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8877779.000000 Penalty: 5540.598633
	Iteration 25Q: 3 clusters Score -8877779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8877814.000000 Penalty: 5540.598633
	Iteration 26Q: 3 clusters Score -8877814 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8877853.000000 Penalty: 5540.598633
	Iteration 27Q: 3 clusters Score -8877853 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8877887.000000 Penalty: 5540.598633
	Iteration 28Q: 3 clusters Score -8877887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8877888.000000 Penalty: 5540.598633
	Iteration 29Q: 3 clusters Score -8877888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8877912.000000 Penalty: 5540.598633
	Iteration 30Q: 3 clusters Score -8877912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8877919.000000 Penalty: 5540.598633
	Iteration 31Q: 3 clusters Score -8877919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -8877925.000000 Penalty: 5540.598633
	Iteration 32Q: 3 clusters Score -8877925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8877938.000000 Penalty: 5540.598633
	Iteration 33Q: 3 clusters Score -8877938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -8877934.000000 Penalty: 5540.598633
	Iteration 34Q: 3 clusters Score -8877934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -8877943.000000 Penalty: 5540.598633
	Iteration 35Q: 3 clusters Score -8877943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -8877938.000000 Penalty: 5540.598633
	Iteration 36Q: 3 clusters Score -8877938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8877945.000000 Penalty: 5540.598633
	Iteration 37Q: 3 clusters Score -8877945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -8877947.000000 Penalty: 5540.598633
	Iteration 38Q: 3 clusters Score -8877947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8877965.000000 Penalty: 5540.598633
	Iteration 39Q: 3 clusters Score -8877965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8877976.000000 Penalty: 5540.598633
	Iteration 40F: 3 clusters Score -8877976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -8877962.000000 Penalty: 5540.598633
	Iteration 41Q: 3 clusters Score -8877962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -8877961.000000 Penalty: 5540.598633
	Iteration 42Q: 3 clusters Score -8877961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8877970.000000 Penalty: 5540.598633
	Iteration 43Q: 3 clusters Score -8877970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8877968.000000 Penalty: 5540.598633
	Iteration 44Q: 3 clusters Score -8877968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -8877967.000000 Penalty: 5540.598633
	Iteration 45Q: 3 clusters Score -8877967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8877971.000000 Penalty: 5540.598633
	Iteration 46Q: 3 clusters Score -8877971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8877965.000000 Penalty: 5540.598633
	Iteration 47Q: 3 clusters Score -8877965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8877983.000000 Penalty: 5540.598633
	Iteration 48Q: 3 clusters Score -8877983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8877975.000000 Penalty: 5540.598633
	Iteration 49Q: 3 clusters Score -8877975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8877972.000000 Penalty: 5540.598633
	Iteration 50Q: 3 clusters Score -8877972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8877971.000000 Penalty: 5540.598633
	Iteration 51Q: 3 clusters Score -8877971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8877967.000000 Penalty: 5540.598633
	Iteration 52Q: 3 clusters Score -8877967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8877974.000000 Penalty: 5540.598633
	Iteration 53Q: 3 clusters Score -8877974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8877985.000000 Penalty: 5540.598633
	Iteration 54Q: 3 clusters Score -8877985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8877983.000000 Penalty: 5540.598633
	Iteration 55Q: 3 clusters Score -8877983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8877978.000000 Penalty: 5540.598633
	Iteration 56Q: 3 clusters Score -8877978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8877980.000000 Penalty: 5540.598633
	Iteration 57Q: 3 clusters Score -8877980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8877979.000000 Penalty: 5540.598633
	Iteration 58Q: 3 clusters Score -8877979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8877990.000000 Penalty: 5540.598633
	Iteration 59Q: 3 clusters Score -8877990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8877991.000000 Penalty: 5540.598633
	Iteration 60F: 3 clusters Score -8877991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8877987.000000 Penalty: 5540.598633
	Iteration 61Q: 3 clusters Score -8877987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -8877987.000000 Penalty: 5540.598633
	Iteration 62Q: 3 clusters Score -8877987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -8877987.000000 Penalty: 5540.598633
	Iteration 63F: 3 clusters Score -8877987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Entering Unmasked Estep 
Score: -5676308.500000 Penalty: 2648.625488
	Iteration 0F: 2 clusters Score -5676308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5646962.500000 Penalty: 5297.250977
	Iteration 0F: 3 clusters Score -5646962 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5657759.000000 Penalty: 5297.250977
	Iteration 1F: 3 clusters Score -5657759 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5658246.000000 Penalty: 5297.250977
	Iteration 2Q: 3 clusters Score -5658246 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5658603.500000 Penalty: 5297.250977
	Iteration 3Q: 3 clusters Score -5658604 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5658958.500000 Penalty: 5297.250977
	Iteration 4Q: 3 clusters Score -5658958 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5659391.000000 Penalty: 5297.250977
	Iteration 5Q: 3 clusters Score -5659391 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5659991.500000 Penalty: 5297.250977
	Iteration 6Q: 3 clusters Score -5659992 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5660628.000000 Penalty: 5297.250977
	Iteration 7Q: 3 clusters Score -5660628 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -5661599.500000 Penalty: 5297.250977
	Iteration 8Q: 3 clusters Score -5661600 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5662911.500000 Penalty: 5297.250977
	Iteration 9F: 3 clusters Score -5662912 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -5664802.500000 Penalty: 5297.250977
	Iteration 10F: 3 clusters Score -5664802 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5667345.500000 Penalty: 5297.250977
	Iteration 11F: 3 clusters Score -5667346 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5669768.000000 Penalty: 5297.250977
	Iteration 12F: 3 clusters Score -5669768 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5671035.500000 Penalty: 5297.250977
	Iteration 13Q: 3 clusters Score -5671036 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -5671591.500000 Penalty: 5297.250977
	Iteration 14Q: 3 clusters Score -5671592 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -5671900.500000 Penalty: 5297.250977
	Iteration 15Q: 3 clusters Score -5671900 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -5672095.000000 Penalty: 5297.250977
	Iteration 16Q: 3 clusters Score -5672095 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5672260.500000 Penalty: 5297.250977
	Iteration 17Q: 3 clusters Score -5672260 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -5672396.500000 Penalty: 5297.250977
	Iteration 18Q: 3 clusters Score -5672396 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -5672537.500000 Penalty: 5297.250977
	Iteration 19Q: 3 clusters Score -5672538 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5672616.500000 Penalty: 5297.250977
	Iteration 20F: 3 clusters Score -5672616 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5672734.500000 Penalty: 5297.250977
	Iteration 21Q: 3 clusters Score -5672734 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5672804.500000 Penalty: 5297.250977
	Iteration 22Q: 3 clusters Score -5672804 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5672886.500000 Penalty: 5297.250977
	Iteration 23Q: 3 clusters Score -5672886 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5672968.500000 Penalty: 5297.250977
	Iteration 24Q: 3 clusters Score -5672968 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -5673036.500000 Penalty: 5297.250977
	Iteration 25Q: 3 clusters Score -5673036 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5673110.000000 Penalty: 5297.250977
	Iteration 26Q: 3 clusters Score -5673110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5673194.500000 Penalty: 5297.250977
	Iteration 27Q: 3 clusters Score -5673194 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5673240.500000 Penalty: 5297.250977
	Iteration 28Q: 3 clusters Score -5673240 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5673371.000000 Penalty: 5297.250977
	Iteration 29Q: 3 clusters Score -5673371 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5673480.000000 Penalty: 5297.250977
	Iteration 30Q: 3 clusters Score -5673480 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5673568.000000 Penalty: 5297.250977
	Iteration 31Q: 3 clusters Score -5673568 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5673641.500000 Penalty: 5297.250977
	Iteration 32Q: 3 clusters Score -5673642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5673692.000000 Penalty: 5297.250977
	Iteration 33Q: 3 clusters Score -5673692 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5673747.000000 Penalty: 5297.250977
	Iteration 34Q: 3 clusters Score -5673747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5673796.000000 Penalty: 5297.250977
	Iteration 35Q: 3 clusters Score -5673796 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5673835.000000 Penalty: 5297.250977
	Iteration 36Q: 3 clusters Score -5673835 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5673887.500000 Penalty: 5297.250977
	Iteration 37Q: 3 clusters Score -5673888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5673923.500000 Penalty: 5297.250977
	Iteration 38Q: 3 clusters Score -5673924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5673974.000000 Penalty: 5297.250977
	Iteration 39Q: 3 clusters Score -5673974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5674006.000000 Penalty: 5297.250977
	Iteration 40F: 3 clusters Score -5674006 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5674053.500000 Penalty: 5297.250977
	Iteration 41Q: 3 clusters Score -5674054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5674091.000000 Penalty: 5297.250977
	Iteration 42Q: 3 clusters Score -5674091 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5674133.000000 Penalty: 5297.250977
	Iteration 43Q: 3 clusters Score -5674133 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5674173.500000 Penalty: 5297.250977
	Iteration 44Q: 3 clusters Score -5674174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5674203.000000 Penalty: 5297.250977
	Iteration 45Q: 3 clusters Score -5674203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5674215.500000 Penalty: 5297.250977
	Iteration 46Q: 3 clusters Score -5674216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5674240.000000 Penalty: 5297.250977
	Iteration 47Q: 3 clusters Score -5674240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5674251.500000 Penalty: 5297.250977
	Iteration 48Q: 3 clusters Score -5674252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5674267.000000 Penalty: 5297.250977
	Iteration 49Q: 3 clusters Score -5674267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5674293.500000 Penalty: 5297.250977
	Iteration 50Q: 3 clusters Score -5674294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5674303.500000 Penalty: 5297.250977
	Iteration 51Q: 3 clusters Score -5674304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5674325.000000 Penalty: 5297.250977
	Iteration 52Q: 3 clusters Score -5674325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5674345.000000 Penalty: 5297.250977
	Iteration 53Q: 3 clusters Score -5674345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5674367.000000 Penalty: 5297.250977
	Iteration 54Q: 3 clusters Score -5674367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5674364.500000 Penalty: 5297.250977
	Iteration 55Q: 3 clusters Score -5674364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5674376.500000 Penalty: 5297.250977
	Iteration 56Q: 3 clusters Score -5674376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5674387.500000 Penalty: 5297.250977
	Iteration 57Q: 3 clusters Score -5674388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5674390.000000 Penalty: 5297.250977
	Iteration 58Q: 3 clusters Score -5674390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5674395.500000 Penalty: 5297.250977
	Iteration 59Q: 3 clusters Score -5674396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5674406.000000 Penalty: 5297.250977
	Iteration 60F: 3 clusters Score -5674406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5674412.000000 Penalty: 5297.250977
	Iteration 61Q: 3 clusters Score -5674412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5674414.000000 Penalty: 5297.250977
	Iteration 62Q: 3 clusters Score -5674414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5674420.000000 Penalty: 5297.250977
	Iteration 63Q: 3 clusters Score -5674420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5674424.500000 Penalty: 5297.250977
	Iteration 64Q: 3 clusters Score -5674424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5674425.500000 Penalty: 5297.250977
	Iteration 65Q: 3 clusters Score -5674426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5674421.000000 Penalty: 5297.250977
	Iteration 66Q: 3 clusters Score -5674421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5674430.000000 Penalty: 5297.250977
	Iteration 67Q: 3 clusters Score -5674430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5674441.000000 Penalty: 5297.250977
	Iteration 68Q: 3 clusters Score -5674441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5674436.000000 Penalty: 5297.250977
	Iteration 69Q: 3 clusters Score -5674436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5674435.500000 Penalty: 5297.250977
	Iteration 70Q: 3 clusters Score -5674436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5674439.500000 Penalty: 5297.250977
	Iteration 71Q: 3 clusters Score -5674440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5674441.000000 Penalty: 5297.250977
	Iteration 72Q: 3 clusters Score -5674441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5674437.500000 Penalty: 5297.250977
	Iteration 73Q: 3 clusters Score -5674438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5674440.000000 Penalty: 5297.250977
	Iteration 74Q: 3 clusters Score -5674440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5674437.500000 Penalty: 5297.250977
	Iteration 75Q: 3 clusters Score -5674438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5674447.000000 Penalty: 5297.250977
	Iteration 76Q: 3 clusters Score -5674447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5674448.500000 Penalty: 5297.250977
	Iteration 77Q: 3 clusters Score -5674448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5674448.500000 Penalty: 5297.250977
	Iteration 78F: 3 clusters Score -5674448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1247740.250000 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -1247740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1239996.375000 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -1239996 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1242341.500000 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -1242342 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1242645.000000 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -1242645 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1242843.000000 Penalty: 4573.018555
	Iteration 3Q: 3 clusters Score -1242843 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1243011.625000 Penalty: 4573.018555
	Iteration 4Q: 3 clusters Score -1243012 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1243172.875000 Penalty: 4573.018555
	Iteration 5Q: 3 clusters Score -1243173 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1243329.625000 Penalty: 4573.018555
	Iteration 6Q: 3 clusters Score -1243330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1243493.125000 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -1243493 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1243671.000000 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -1243671 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1243888.625000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -1243889 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1244110.875000 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -1244111 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1244365.875000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -1244366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1244653.875000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -1244654 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1244932.625000 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -1244933 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1245165.250000 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -1245165 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1245373.500000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -1245374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1245545.625000 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -1245546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1245723.250000 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -1245723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1245866.125000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -1245866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1245996.875000 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -1245997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1246127.000000 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -1246127 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1246266.500000 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -1246266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1246400.500000 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -1246400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1246497.375000 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -1246497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1246580.375000 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -1246580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1246654.625000 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -1246655 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1246731.875000 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -1246732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1246788.875000 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -1246789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1246811.875000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -1246812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1246822.625000 Penalty: 4573.018555
	Iteration 29Q: 3 clusters Score -1246823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1246830.875000 Penalty: 4573.018555
	Iteration 30Q: 3 clusters Score -1246831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1246836.250000 Penalty: 4573.018555
	Iteration 31Q: 3 clusters Score -1246836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1246840.625000 Penalty: 4573.018555
	Iteration 32Q: 3 clusters Score -1246841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1246845.250000 Penalty: 4573.018555
	Iteration 33Q: 3 clusters Score -1246845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1246845.000000 Penalty: 4573.018555
	Iteration 34Q: 3 clusters Score -1246845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1246845.875000 Penalty: 4573.018555
	Iteration 35Q: 3 clusters Score -1246846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1246845.625000 Penalty: 4573.018555
	Iteration 36Q: 3 clusters Score -1246846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1246847.125000 Penalty: 4573.018555
	Iteration 37Q: 3 clusters Score -1246847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1246867.625000 Penalty: 4573.018555
	Iteration 38F: 3 clusters Score -1246868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1246875.750000 Penalty: 4573.018555
	Iteration 39Q: 3 clusters Score -1246876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1246879.875000 Penalty: 4573.018555
	Iteration 40F: 3 clusters Score -1246880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1246880.000000 Penalty: 4573.018555
	Iteration 41Q: 3 clusters Score -1246880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1246880.000000 Penalty: 4573.018555
	Iteration 42F: 3 clusters Score -1246880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Entering Unmasked Estep 
Score: -20540292.000000 Penalty: 2970.736572
	Iteration 0F: 2 clusters Score -2.054029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -20433890.000000 Penalty: 5941.473145
	Iteration 0F: 3 clusters Score -2.043389e+07 nChanged 76250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -20479000.000000 Penalty: 5941.473145
	Iteration 1F: 3 clusters Score -2.0479e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -20480624.000000 Penalty: 5941.473145
	Iteration 2Q: 3 clusters Score -2.048062e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -20482870.000000 Penalty: 5941.473145
	Iteration 3Q: 3 clusters Score -2.048287e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -20486792.000000 Penalty: 5941.473145
	Iteration 4Q: 3 clusters Score -2.048679e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -20492604.000000 Penalty: 5941.473145
	Iteration 5F: 3 clusters Score -2.04926e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -20500556.000000 Penalty: 5941.473145
	Iteration 6F: 3 clusters Score -2.050056e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -20508886.000000 Penalty: 5941.473145
	Iteration 7F: 3 clusters Score -2.050889e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124323 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -20515808.000000 Penalty: 5941.473145
	Iteration 8F: 3 clusters Score -2.051581e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -20520416.000000 Penalty: 5941.473145
	Iteration 9Q: 3 clusters Score -2.052042e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133785 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -20523206.000000 Penalty: 5941.473145
	Iteration 10Q: 3 clusters Score -2.052321e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137516 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -20525446.000000 Penalty: 5941.473145
	Iteration 11Q: 3 clusters Score -2.052545e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -20527468.000000 Penalty: 5941.473145
	Iteration 12Q: 3 clusters Score -2.052747e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143976 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -20529502.000000 Penalty: 5941.473145
	Iteration 13Q: 3 clusters Score -2.05295e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146768 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -20531322.000000 Penalty: 5941.473145
	Iteration 14Q: 3 clusters Score -2.053132e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -20532660.000000 Penalty: 5941.473145
	Iteration 15Q: 3 clusters Score -2.053266e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -20533946.000000 Penalty: 5941.473145
	Iteration 16Q: 3 clusters Score -2.053395e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -20535006.000000 Penalty: 5941.473145
	Iteration 17Q: 3 clusters Score -2.053501e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -20535752.000000 Penalty: 5941.473145
	Iteration 18Q: 3 clusters Score -2.053575e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -20536288.000000 Penalty: 5941.473145
	Iteration 19Q: 3 clusters Score -2.053629e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -20536684.000000 Penalty: 5941.473145
	Iteration 20F: 3 clusters Score -2.053668e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -20537036.000000 Penalty: 5941.473145
	Iteration 21Q: 3 clusters Score -2.053704e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20537218.000000 Penalty: 5941.473145
	Iteration 22Q: 3 clusters Score -2.053722e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -20537324.000000 Penalty: 5941.473145
	Iteration 23Q: 3 clusters Score -2.053732e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20537428.000000 Penalty: 5941.473145
	Iteration 24Q: 3 clusters Score -2.053743e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20537472.000000 Penalty: 5941.473145
	Iteration 25Q: 3 clusters Score -2.053747e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20537504.000000 Penalty: 5941.473145
	Iteration 26Q: 3 clusters Score -2.05375e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20537558.000000 Penalty: 5941.473145
	Iteration 27Q: 3 clusters Score -2.053756e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -20537574.000000 Penalty: 5941.473145
	Iteration 28Q: 3 clusters Score -2.053757e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -20537592.000000 Penalty: 5941.473145
	Iteration 29Q: 3 clusters Score -2.053759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157856 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20537638.000000 Penalty: 5941.473145
	Iteration 30Q: 3 clusters Score -2.053764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20537674.000000 Penalty: 5941.473145
	Iteration 31Q: 3 clusters Score -2.053767e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -20537660.000000 Penalty: 5941.473145
	Iteration 32Q: 3 clusters Score -2.053766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20537650.000000 Penalty: 5941.473145
	Iteration 33Q: 3 clusters Score -2.053765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20537678.000000 Penalty: 5941.473145
	Iteration 34Q: 3 clusters Score -2.053768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20537698.000000 Penalty: 5941.473145
	Iteration 35Q: 3 clusters Score -2.05377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20537692.000000 Penalty: 5941.473145
	Iteration 36Q: 3 clusters Score -2.053769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20537712.000000 Penalty: 5941.473145
	Iteration 37Q: 3 clusters Score -2.053771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20537706.000000 Penalty: 5941.473145
	Iteration 38Q: 3 clusters Score -2.053771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20537714.000000 Penalty: 5941.473145
	Iteration 39Q: 3 clusters Score -2.053771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20537708.000000 Penalty: 5941.473145
	Iteration 40F: 3 clusters Score -2.053771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20537704.000000 Penalty: 5941.473145
	Iteration 41Q: 3 clusters Score -2.05377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -20537716.000000 Penalty: 5941.473145
	Iteration 42Q: 3 clusters Score -2.053772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20537700.000000 Penalty: 5941.473145
	Iteration 43Q: 3 clusters Score -2.05377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20537720.000000 Penalty: 5941.473145
	Iteration 44Q: 3 clusters Score -2.053772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20537720.000000 Penalty: 5941.473145
	Iteration 45Q: 3 clusters Score -2.053772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20537740.000000 Penalty: 5941.473145
	Iteration 46Q: 3 clusters Score -2.053774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20537740.000000 Penalty: 5941.473145
	Iteration 47Q: 3 clusters Score -2.053774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20537748.000000 Penalty: 5941.473145
	Iteration 48Q: 3 clusters Score -2.053775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20537748.000000 Penalty: 5941.473145
	Iteration 49Q: 3 clusters Score -2.053775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20537772.000000 Penalty: 5941.473145
	Iteration 50Q: 3 clusters Score -2.053777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20537780.000000 Penalty: 5941.473145
	Iteration 51Q: 3 clusters Score -2.053778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20537774.000000 Penalty: 5941.473145
	Iteration 52Q: 3 clusters Score -2.053777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20537790.000000 Penalty: 5941.473145
	Iteration 53Q: 3 clusters Score -2.053779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158238 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20537802.000000 Penalty: 5941.473145
	Iteration 54Q: 3 clusters Score -2.05378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158242 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20537802.000000 Penalty: 5941.473145
	Iteration 55Q: 3 clusters Score -2.05378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20537812.000000 Penalty: 5941.473145
	Iteration 56Q: 3 clusters Score -2.053781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20537812.000000 Penalty: 5941.473145
	Iteration 57Q: 3 clusters Score -2.053781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20537816.000000 Penalty: 5941.473145
	Iteration 58Q: 3 clusters Score -2.053782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20537834.000000 Penalty: 5941.473145
	Iteration 59Q: 3 clusters Score -2.053783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20537822.000000 Penalty: 5941.473145
	Iteration 60F: 3 clusters Score -2.053782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20537836.000000 Penalty: 5941.473145
	Iteration 61Q: 3 clusters Score -2.053784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20537834.000000 Penalty: 5941.473145
	Iteration 62Q: 3 clusters Score -2.053783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158266 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20537834.000000 Penalty: 5941.473145
	Iteration 63Q: 3 clusters Score -2.053783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158271 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20537832.000000 Penalty: 5941.473145
	Iteration 64Q: 3 clusters Score -2.053783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20537836.000000 Penalty: 5941.473145
	Iteration 65Q: 3 clusters Score -2.053784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20537826.000000 Penalty: 5941.473145
	Iteration 66Q: 3 clusters Score -2.053783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20537840.000000 Penalty: 5941.473145
	Iteration 67Q: 3 clusters Score -2.053784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20537844.000000 Penalty: 5941.473145
	Iteration 68Q: 3 clusters Score -2.053784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20537838.000000 Penalty: 5941.473145
	Iteration 69Q: 3 clusters Score -2.053784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158290 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20537836.000000 Penalty: 5941.473145
	Iteration 70Q: 3 clusters Score -2.053784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20537828.000000 Penalty: 5941.473145
	Iteration 71Q: 3 clusters Score -2.053783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20537832.000000 Penalty: 5941.473145
	Iteration 72Q: 3 clusters Score -2.053783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20537834.000000 Penalty: 5941.473145
	Iteration 73Q: 3 clusters Score -2.053783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20537834.000000 Penalty: 5941.473145
	Iteration 74F: 3 clusters Score -2.053783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Entering Unmasked Estep 
Score: -4371143.000000 Penalty: 2585.219727
	Iteration 0F: 2 clusters Score -4371143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4348124.000000 Penalty: 5170.439453
	Iteration 0F: 3 clusters Score -4348124 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4356491.500000 Penalty: 5170.439453
	Iteration 1F: 3 clusters Score -4356492 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4356905.500000 Penalty: 5170.439453
	Iteration 2Q: 3 clusters Score -4356906 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4357270.500000 Penalty: 5170.439453
	Iteration 3Q: 3 clusters Score -4357270 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4357579.000000 Penalty: 5170.439453
	Iteration 4Q: 3 clusters Score -4357579 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4357946.000000 Penalty: 5170.439453
	Iteration 5Q: 3 clusters Score -4357946 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4358349.500000 Penalty: 5170.439453
	Iteration 6Q: 3 clusters Score -4358350 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4358793.000000 Penalty: 5170.439453
	Iteration 7Q: 3 clusters Score -4358793 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4359423.000000 Penalty: 5170.439453
	Iteration 8Q: 3 clusters Score -4359423 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4360312.000000 Penalty: 5170.439453
	Iteration 9Q: 3 clusters Score -4360312 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4361453.000000 Penalty: 5170.439453
	Iteration 10F: 3 clusters Score -4361453 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4363020.000000 Penalty: 5170.439453
	Iteration 11F: 3 clusters Score -4363020 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4364574.500000 Penalty: 5170.439453
	Iteration 12F: 3 clusters Score -4364574 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4365815.500000 Penalty: 5170.439453
	Iteration 13Q: 3 clusters Score -4365816 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4366529.500000 Penalty: 5170.439453
	Iteration 14Q: 3 clusters Score -4366530 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4366887.000000 Penalty: 5170.439453
	Iteration 15Q: 3 clusters Score -4366887 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4367144.500000 Penalty: 5170.439453
	Iteration 16Q: 3 clusters Score -4367144 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4367337.000000 Penalty: 5170.439453
	Iteration 17Q: 3 clusters Score -4367337 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4367471.000000 Penalty: 5170.439453
	Iteration 18Q: 3 clusters Score -4367471 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4367598.500000 Penalty: 5170.439453
	Iteration 19Q: 3 clusters Score -4367598 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4367730.000000 Penalty: 5170.439453
	Iteration 20F: 3 clusters Score -4367730 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4367833.500000 Penalty: 5170.439453
	Iteration 21Q: 3 clusters Score -4367834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4367923.000000 Penalty: 5170.439453
	Iteration 22Q: 3 clusters Score -4367923 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4368010.500000 Penalty: 5170.439453
	Iteration 23Q: 3 clusters Score -4368010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4368116.500000 Penalty: 5170.439453
	Iteration 24Q: 3 clusters Score -4368116 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4368221.500000 Penalty: 5170.439453
	Iteration 25Q: 3 clusters Score -4368222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4368312.000000 Penalty: 5170.439453
	Iteration 26Q: 3 clusters Score -4368312 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4368404.000000 Penalty: 5170.439453
	Iteration 27Q: 3 clusters Score -4368404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4368503.000000 Penalty: 5170.439453
	Iteration 28Q: 3 clusters Score -4368503 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4368582.500000 Penalty: 5170.439453
	Iteration 29Q: 3 clusters Score -4368582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4368659.000000 Penalty: 5170.439453
	Iteration 30Q: 3 clusters Score -4368659 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4368704.500000 Penalty: 5170.439453
	Iteration 31Q: 3 clusters Score -4368704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4368747.000000 Penalty: 5170.439453
	Iteration 32Q: 3 clusters Score -4368747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4368780.500000 Penalty: 5170.439453
	Iteration 33Q: 3 clusters Score -4368780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4368806.500000 Penalty: 5170.439453
	Iteration 34Q: 3 clusters Score -4368806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4368837.500000 Penalty: 5170.439453
	Iteration 35Q: 3 clusters Score -4368838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4368858.000000 Penalty: 5170.439453
	Iteration 36Q: 3 clusters Score -4368858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4368875.500000 Penalty: 5170.439453
	Iteration 37Q: 3 clusters Score -4368876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4368898.500000 Penalty: 5170.439453
	Iteration 38Q: 3 clusters Score -4368898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4368913.500000 Penalty: 5170.439453
	Iteration 39Q: 3 clusters Score -4368914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4368933.500000 Penalty: 5170.439453
	Iteration 40F: 3 clusters Score -4368934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4368943.000000 Penalty: 5170.439453
	Iteration 41Q: 3 clusters Score -4368943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4368943.500000 Penalty: 5170.439453
	Iteration 42Q: 3 clusters Score -4368944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4368961.500000 Penalty: 5170.439453
	Iteration 43Q: 3 clusters Score -4368962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4368968.500000 Penalty: 5170.439453
	Iteration 44Q: 3 clusters Score -4368968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4368973.000000 Penalty: 5170.439453
	Iteration 45Q: 3 clusters Score -4368973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4368986.000000 Penalty: 5170.439453
	Iteration 46Q: 3 clusters Score -4368986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4368989.000000 Penalty: 5170.439453
	Iteration 47Q: 3 clusters Score -4368989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4368995.500000 Penalty: 5170.439453
	Iteration 48Q: 3 clusters Score -4368996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4368997.000000 Penalty: 5170.439453
	Iteration 49Q: 3 clusters Score -4368997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4369009.500000 Penalty: 5170.439453
	Iteration 50Q: 3 clusters Score -4369010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4369013.500000 Penalty: 5170.439453
	Iteration 51Q: 3 clusters Score -4369014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4369012.000000 Penalty: 5170.439453
	Iteration 52Q: 3 clusters Score -4369012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4369020.000000 Penalty: 5170.439453
	Iteration 53Q: 3 clusters Score -4369020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4369024.500000 Penalty: 5170.439453
	Iteration 54Q: 3 clusters Score -4369024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4369025.500000 Penalty: 5170.439453
	Iteration 55Q: 3 clusters Score -4369026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4369030.000000 Penalty: 5170.439453
	Iteration 56Q: 3 clusters Score -4369030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4369035.000000 Penalty: 5170.439453
	Iteration 57Q: 3 clusters Score -4369035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4369036.000000 Penalty: 5170.439453
	Iteration 58Q: 3 clusters Score -4369036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4369040.000000 Penalty: 5170.439453
	Iteration 59Q: 3 clusters Score -4369040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4369036.500000 Penalty: 5170.439453
	Iteration 60F: 3 clusters Score -4369036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4369046.500000 Penalty: 5170.439453
	Iteration 61Q: 3 clusters Score -4369046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4369054.500000 Penalty: 5170.439453
	Iteration 62Q: 3 clusters Score -4369054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4369049.000000 Penalty: 5170.439453
	Iteration 63Q: 3 clusters Score -4369049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4369052.000000 Penalty: 5170.439453
	Iteration 64Q: 3 clusters Score -4369052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4369054.000000 Penalty: 5170.439453
	Iteration 65Q: 3 clusters Score -4369054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4369057.500000 Penalty: 5170.439453
	Iteration 66Q: 3 clusters Score -4369058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4369063.000000 Penalty: 5170.439453
	Iteration 67Q: 3 clusters Score -4369063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4369064.000000 Penalty: 5170.439453
	Iteration 68Q: 3 clusters Score -4369064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4369066.000000 Penalty: 5170.439453
	Iteration 69Q: 3 clusters Score -4369066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4369062.000000 Penalty: 5170.439453
	Iteration 70Q: 3 clusters Score -4369062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4369064.000000 Penalty: 5170.439453
	Iteration 71Q: 3 clusters Score -4369064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4369069.500000 Penalty: 5170.439453
	Iteration 72Q: 3 clusters Score -4369070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4369072.500000 Penalty: 5170.439453
	Iteration 73Q: 3 clusters Score -4369072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4369072.500000 Penalty: 5170.439453
	Iteration 74Q: 3 clusters Score -4369072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4369083.000000 Penalty: 5170.439453
	Iteration 75Q: 3 clusters Score -4369083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4369081.500000 Penalty: 5170.439453
	Iteration 76Q: 3 clusters Score -4369082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4369082.000000 Penalty: 5170.439453
	Iteration 77Q: 3 clusters Score -4369082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4369082.500000 Penalty: 5170.439453
	Iteration 78Q: 3 clusters Score -4369082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4369080.500000 Penalty: 5170.439453
	Iteration 79Q: 3 clusters Score -4369080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 80F: 3 clusters Score -4369081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 81Q: 3 clusters Score -4369081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4369075.500000 Penalty: 5170.439453
	Iteration 82Q: 3 clusters Score -4369076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4369078.000000 Penalty: 5170.439453
	Iteration 83Q: 3 clusters Score -4369078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4369077.000000 Penalty: 5170.439453
	Iteration 84Q: 3 clusters Score -4369077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4369076.500000 Penalty: 5170.439453
	Iteration 85Q: 3 clusters Score -4369076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4369080.500000 Penalty: 5170.439453
	Iteration 86Q: 3 clusters Score -4369080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4369077.500000 Penalty: 5170.439453
	Iteration 87Q: 3 clusters Score -4369078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4369079.000000 Penalty: 5170.439453
	Iteration 88Q: 3 clusters Score -4369079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 89Q: 3 clusters Score -4369081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 90Q: 3 clusters Score -4369081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 91Q: 3 clusters Score -4369081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4369082.500000 Penalty: 5170.439453
	Iteration 92Q: 3 clusters Score -4369082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4369081.500000 Penalty: 5170.439453
	Iteration 93Q: 3 clusters Score -4369082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4369082.000000 Penalty: 5170.439453
	Iteration 94Q: 3 clusters Score -4369082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4369082.000000 Penalty: 5170.439453
	Iteration 95Q: 3 clusters Score -4369082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4369081.000000 Penalty: 5170.439453
	Iteration 96Q: 3 clusters Score -4369081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4369081.500000 Penalty: 5170.439453
	Iteration 97Q: 3 clusters Score -4369082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4369081.500000 Penalty: 5170.439453
	Iteration 98F: 3 clusters Score -4369082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -85597.171875 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -85597.17 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 410 members 
Entering Unmasked Estep 
Score: -83871.578125 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -83871.58 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84370.007812 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -84370.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84856.398438 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -84856.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85209.421875 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -85209.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85400.343750 Penalty: 3302.373535
	Iteration 4F: 3 clusters Score -85400.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85507.656250 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -85507.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85576.335938 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -85576.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85657.546875 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -85657.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85740.609375 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -85740.61 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: -85814.937500 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -85814.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85864.375000 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -85864.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85906.437500 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -85906.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85915.210938 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -85915.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85926.851562 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -85926.85 nChanged 7
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: -85953.203125 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -85953.2 nChanged 10
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: -86001.062500 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -86001.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86106.515625 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -86106.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86209.453125 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -86209.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86239.125000 Penalty: 3302.373535
	Iteration 18Q: 3 clusters Score -86239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86239.125000 Penalty: 3302.373535
	Iteration 19F: 3 clusters Score -86239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 206746 members 
Mstep: Class 9 contains 165459 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184759 members 
Mstep: Class 12 contains 71009 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159337 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 189495 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169900 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 439 members 
Entering Unmasked Estep 
Score: -166422064.000000 Penalty: 83866.898438
Splitting cluster 17 changes total score from -166423504.000000 to -166422064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (189495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189495 members 
Entering Unmasked Estep 
Score: -24572278.000000 Penalty: 3013.725098
	Iteration 0F: 2 clusters Score -2.457228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -24449900.000000 Penalty: 6027.450195
	Iteration 0F: 3 clusters Score -2.44499e+07 nChanged 91111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -24503204.000000 Penalty: 6027.450195
	Iteration 1F: 3 clusters Score -2.45032e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -24504176.000000 Penalty: 6027.450195
	Iteration 2Q: 3 clusters Score -2.450418e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -24505606.000000 Penalty: 6027.450195
	Iteration 3Q: 3 clusters Score -2.450561e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -24507642.000000 Penalty: 6027.450195
	Iteration 4Q: 3 clusters Score -2.450764e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -24510402.000000 Penalty: 6027.450195
	Iteration 5Q: 3 clusters Score -2.45104e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -24515026.000000 Penalty: 6027.450195
	Iteration 6Q: 3 clusters Score -2.451503e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -24522216.000000 Penalty: 6027.450195
	Iteration 7F: 3 clusters Score -2.452222e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -24531700.000000 Penalty: 6027.450195
	Iteration 8F: 3 clusters Score -2.45317e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -24542348.000000 Penalty: 6027.450195
	Iteration 9F: 3 clusters Score -2.454235e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -24550846.000000 Penalty: 6027.450195
	Iteration 10F: 3 clusters Score -2.455085e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -24556446.000000 Penalty: 6027.450195
	Iteration 11Q: 3 clusters Score -2.455645e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -24560170.000000 Penalty: 6027.450195
	Iteration 12Q: 3 clusters Score -2.456017e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -24562770.000000 Penalty: 6027.450195
	Iteration 13Q: 3 clusters Score -2.456277e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -24564704.000000 Penalty: 6027.450195
	Iteration 14Q: 3 clusters Score -2.45647e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -24565912.000000 Penalty: 6027.450195
	Iteration 15Q: 3 clusters Score -2.456591e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181258 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -24566828.000000 Penalty: 6027.450195
	Iteration 16Q: 3 clusters Score -2.456683e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183361 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -24567676.000000 Penalty: 6027.450195
	Iteration 17Q: 3 clusters Score -2.456768e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185042 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -24568280.000000 Penalty: 6027.450195
	Iteration 18Q: 3 clusters Score -2.456828e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186297 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -24568748.000000 Penalty: 6027.450195
	Iteration 19Q: 3 clusters Score -2.456875e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187182 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -24569072.000000 Penalty: 6027.450195
	Iteration 20F: 3 clusters Score -2.456907e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -24569222.000000 Penalty: 6027.450195
	Iteration 21Q: 3 clusters Score -2.456922e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188148 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -24569404.000000 Penalty: 6027.450195
	Iteration 22Q: 3 clusters Score -2.45694e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188394 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -24569550.000000 Penalty: 6027.450195
	Iteration 23Q: 3 clusters Score -2.456955e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24569628.000000 Penalty: 6027.450195
	Iteration 24Q: 3 clusters Score -2.456963e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24569652.000000 Penalty: 6027.450195
	Iteration 25Q: 3 clusters Score -2.456965e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188698 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -24569666.000000 Penalty: 6027.450195
	Iteration 26Q: 3 clusters Score -2.456967e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -24569732.000000 Penalty: 6027.450195
	Iteration 27Q: 3 clusters Score -2.456973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188774 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24569710.000000 Penalty: 6027.450195
	Iteration 28Q: 3 clusters Score -2.456971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -24569726.000000 Penalty: 6027.450195
	Iteration 29Q: 3 clusters Score -2.456973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188826 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -24569760.000000 Penalty: 6027.450195
	Iteration 30Q: 3 clusters Score -2.456976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188848 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -24569780.000000 Penalty: 6027.450195
	Iteration 31Q: 3 clusters Score -2.456978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188860 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -24569788.000000 Penalty: 6027.450195
	Iteration 32Q: 3 clusters Score -2.456979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188865 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -24569810.000000 Penalty: 6027.450195
	Iteration 33Q: 3 clusters Score -2.456981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188874 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -24569798.000000 Penalty: 6027.450195
	Iteration 34Q: 3 clusters Score -2.45698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -24569808.000000 Penalty: 6027.450195
	Iteration 35Q: 3 clusters Score -2.456981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188885 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -24569820.000000 Penalty: 6027.450195
	Iteration 36Q: 3 clusters Score -2.456982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -24569804.000000 Penalty: 6027.450195
	Iteration 37Q: 3 clusters Score -2.45698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188893 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24569802.000000 Penalty: 6027.450195
	Iteration 38Q: 3 clusters Score -2.45698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188898 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -24569800.000000 Penalty: 6027.450195
	Iteration 39Q: 3 clusters Score -2.45698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188902 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -24569822.000000 Penalty: 6027.450195
	Iteration 40F: 3 clusters Score -2.456982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -24569808.000000 Penalty: 6027.450195
	Iteration 41Q: 3 clusters Score -2.456981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188910 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -24569826.000000 Penalty: 6027.450195
	Iteration 42Q: 3 clusters Score -2.456983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188912 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -24569824.000000 Penalty: 6027.450195
	Iteration 43Q: 3 clusters Score -2.456982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188915 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -24569816.000000 Penalty: 6027.450195
	Iteration 44Q: 3 clusters Score -2.456982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188918 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -24569822.000000 Penalty: 6027.450195
	Iteration 45Q: 3 clusters Score -2.456982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188921 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -24569844.000000 Penalty: 6027.450195
	Iteration 46Q: 3 clusters Score -2.456984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -24569842.000000 Penalty: 6027.450195
	Iteration 47Q: 3 clusters Score -2.456984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188926 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -24569830.000000 Penalty: 6027.450195
	Iteration 48Q: 3 clusters Score -2.456983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -24569822.000000 Penalty: 6027.450195
	Iteration 49Q: 3 clusters Score -2.456982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -24569822.000000 Penalty: 6027.450195
	Iteration 50F: 3 clusters Score -2.456982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -985704.125000 Penalty: 2231.384521
	Iteration 0F: 2 clusters Score -985704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -979309.625000 Penalty: 4462.769043
	Iteration 0F: 3 clusters Score -979309.6 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -981382.375000 Penalty: 4462.769043
	Iteration 1F: 3 clusters Score -981382.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -981986.625000 Penalty: 4462.769043
	Iteration 2F: 3 clusters Score -981986.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -982552.750000 Penalty: 4462.769043
	Iteration 3F: 3 clusters Score -982552.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -983020.687500 Penalty: 4462.769043
	Iteration 4F: 3 clusters Score -983020.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -983470.250000 Penalty: 4462.769043
	Iteration 5F: 3 clusters Score -983470.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -983820.625000 Penalty: 4462.769043
	Iteration 6F: 3 clusters Score -983820.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -984043.750000 Penalty: 4462.769043
	Iteration 7Q: 3 clusters Score -984043.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -984197.687500 Penalty: 4462.769043
	Iteration 8Q: 3 clusters Score -984197.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -984296.875000 Penalty: 4462.769043
	Iteration 9Q: 3 clusters Score -984296.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -984346.062500 Penalty: 4462.769043
	Iteration 10Q: 3 clusters Score -984346.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -984374.812500 Penalty: 4462.769043
	Iteration 11Q: 3 clusters Score -984374.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -984395.812500 Penalty: 4462.769043
	Iteration 12Q: 3 clusters Score -984395.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -984412.125000 Penalty: 4462.769043
	Iteration 13Q: 3 clusters Score -984412.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -984425.250000 Penalty: 4462.769043
	Iteration 14Q: 3 clusters Score -984425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -984438.375000 Penalty: 4462.769043
	Iteration 15Q: 3 clusters Score -984438.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -984453.125000 Penalty: 4462.769043
	Iteration 16Q: 3 clusters Score -984453.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -984462.562500 Penalty: 4462.769043
	Iteration 17Q: 3 clusters Score -984462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -984469.375000 Penalty: 4462.769043
	Iteration 18Q: 3 clusters Score -984469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -984478.562500 Penalty: 4462.769043
	Iteration 19Q: 3 clusters Score -984478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -984487.500000 Penalty: 4462.769043
	Iteration 20F: 3 clusters Score -984487.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -984503.062500 Penalty: 4462.769043
	Iteration 21Q: 3 clusters Score -984503.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -984515.625000 Penalty: 4462.769043
	Iteration 22Q: 3 clusters Score -984515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -984519.625000 Penalty: 4462.769043
	Iteration 23Q: 3 clusters Score -984519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -984524.562500 Penalty: 4462.769043
	Iteration 24Q: 3 clusters Score -984524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -984530.125000 Penalty: 4462.769043
	Iteration 25Q: 3 clusters Score -984530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -984533.250000 Penalty: 4462.769043
	Iteration 26Q: 3 clusters Score -984533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -984537.312500 Penalty: 4462.769043
	Iteration 27Q: 3 clusters Score -984537.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -984538.250000 Penalty: 4462.769043
	Iteration 28Q: 3 clusters Score -984538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -984539.750000 Penalty: 4462.769043
	Iteration 29Q: 3 clusters Score -984539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -984543.000000 Penalty: 4462.769043
	Iteration 30Q: 3 clusters Score -984543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -984547.562500 Penalty: 4462.769043
	Iteration 31Q: 3 clusters Score -984547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -984549.937500 Penalty: 4462.769043
	Iteration 32Q: 3 clusters Score -984549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -984553.687500 Penalty: 4462.769043
	Iteration 33Q: 3 clusters Score -984553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -984557.937500 Penalty: 4462.769043
	Iteration 34Q: 3 clusters Score -984557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -984560.562500 Penalty: 4462.769043
	Iteration 35Q: 3 clusters Score -984560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -984562.250000 Penalty: 4462.769043
	Iteration 36Q: 3 clusters Score -984562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -984568.312500 Penalty: 4462.769043
	Iteration 37Q: 3 clusters Score -984568.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -984573.562500 Penalty: 4462.769043
	Iteration 38Q: 3 clusters Score -984573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -984575.000000 Penalty: 4462.769043
	Iteration 39Q: 3 clusters Score -984575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -984577.812500 Penalty: 4462.769043
	Iteration 40F: 3 clusters Score -984577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -984585.562500 Penalty: 4462.769043
	Iteration 41Q: 3 clusters Score -984585.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -984590.500000 Penalty: 4462.769043
	Iteration 42Q: 3 clusters Score -984590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -984592.625000 Penalty: 4462.769043
	Iteration 43Q: 3 clusters Score -984592.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -984595.875000 Penalty: 4462.769043
	Iteration 44Q: 3 clusters Score -984595.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -984603.875000 Penalty: 4462.769043
	Iteration 45Q: 3 clusters Score -984603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -984610.500000 Penalty: 4462.769043
	Iteration 46Q: 3 clusters Score -984610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -984618.562500 Penalty: 4462.769043
	Iteration 47Q: 3 clusters Score -984618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -984623.125000 Penalty: 4462.769043
	Iteration 48Q: 3 clusters Score -984623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -984630.687500 Penalty: 4462.769043
	Iteration 49Q: 3 clusters Score -984630.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -984634.000000 Penalty: 4462.769043
	Iteration 50Q: 3 clusters Score -984634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -984638.687500 Penalty: 4462.769043
	Iteration 51Q: 3 clusters Score -984638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -984638.562500 Penalty: 4462.769043
	Iteration 52Q: 3 clusters Score -984638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -984638.500000 Penalty: 4462.769043
	Iteration 53Q: 3 clusters Score -984638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -984639.375000 Penalty: 4462.769043
	Iteration 54Q: 3 clusters Score -984639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -984639.375000 Penalty: 4462.769043
	Iteration 55F: 3 clusters Score -984639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -940744.562500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -940744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -934757.937500 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -934757.9 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -936335.937500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -936335.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -936653.125000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -936653.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -936876.875000 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -936876.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -937056.187500 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -937056.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -937222.312500 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -937222.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -937385.125000 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -937385.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -937532.812500 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -937532.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -937674.312500 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -937674.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -937810.250000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -937810.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -937935.250000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -937935.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -938075.812500 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -938075.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -938209.937500 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -938209.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -938325.812500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -938325.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -938424.937500 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -938424.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -938499.750000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -938499.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -938551.750000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -938551.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -938599.562500 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -938599.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -938650.125000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -938650.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -938682.750000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -938682.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -938722.500000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -938722.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -938759.625000 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -938759.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -938794.812500 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -938794.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -938825.187500 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -938825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -938843.062500 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -938843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -938858.562500 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -938858.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -938879.937500 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -938879.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -938894.562500 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -938894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -938901.437500 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -938901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -938907.750000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -938907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -938911.875000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -938911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -938915.312500 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -938915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -938915.375000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -938915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -938917.937500 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -938917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -938920.687500 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -938920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -938928.250000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -938928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -938927.062500 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -938927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -938927.437500 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -938927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -938927.437500 Penalty: 4411.824707
	Iteration 38F: 3 clusters Score -938927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -778579.000000 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -778579 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 2987 members 
Entering Unmasked Estep 
Score: -773431.062500 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -773431.1 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -774729.812500 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -774729.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -774953.750000 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -774953.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -775115.187500 Penalty: 4317.104004
	Iteration 3Q: 3 clusters Score -775115.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -775246.812500 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -775246.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -775343.562500 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -775343.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -775428.000000 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -775428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -775511.812500 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -775511.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -775589.312500 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -775589.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -775670.062500 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -775670.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -775752.625000 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -775752.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -775836.562500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -775836.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -775945.750000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -775945.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -776052.062500 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -776052.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -776152.187500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -776152.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -776239.250000 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -776239.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -776313.000000 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -776313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -776377.937500 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -776377.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -776445.500000 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -776445.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -776498.687500 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -776498.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -776543.687500 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -776543.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -776579.687500 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -776579.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -776622.187500 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -776622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -776658.437500 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -776658.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -776693.812500 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -776693.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -776725.187500 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -776725.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -776749.312500 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -776749.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -776771.187500 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -776771.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -776789.687500 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -776789.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -776802.250000 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -776802.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -776811.125000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -776811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -776819.125000 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -776819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -776824.687500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -776824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -776829.375000 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -776829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -776831.500000 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -776831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -776831.187500 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -776831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -776834.625000 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -776834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -776834.750000 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -776834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -776834.750000 Penalty: 4317.104004
	Iteration 38F: 3 clusters Score -776834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Entering Unmasked Estep 
Score: -21813870.000000 Penalty: 2986.655273
	Iteration 0F: 2 clusters Score -2.181387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -21700646.000000 Penalty: 5973.310547
	Iteration 0F: 3 clusters Score -2.170065e+07 nChanged 81127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -21748100.000000 Penalty: 5973.310547
	Iteration 1F: 3 clusters Score -2.17481e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -21749150.000000 Penalty: 5973.310547
	Iteration 2Q: 3 clusters Score -2.174915e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -21750776.000000 Penalty: 5973.310547
	Iteration 3Q: 3 clusters Score -2.175078e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -21752896.000000 Penalty: 5973.310547
	Iteration 4Q: 3 clusters Score -2.17529e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -21756204.000000 Penalty: 5973.310547
	Iteration 5Q: 3 clusters Score -2.17562e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -21761388.000000 Penalty: 5973.310547
	Iteration 6Q: 3 clusters Score -2.176139e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -21769034.000000 Penalty: 5973.310547
	Iteration 7F: 3 clusters Score -2.176903e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -21778190.000000 Penalty: 5973.310547
	Iteration 8F: 3 clusters Score -2.177819e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -21786278.000000 Penalty: 5973.310547
	Iteration 9F: 3 clusters Score -2.178628e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -21791694.000000 Penalty: 5973.310547
	Iteration 10Q: 3 clusters Score -2.179169e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -21794702.000000 Penalty: 5973.310547
	Iteration 11Q: 3 clusters Score -2.17947e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -21796910.000000 Penalty: 5973.310547
	Iteration 12Q: 3 clusters Score -2.179691e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -21798416.000000 Penalty: 5973.310547
	Iteration 13Q: 3 clusters Score -2.179842e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -21799710.000000 Penalty: 5973.310547
	Iteration 14Q: 3 clusters Score -2.179971e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -21800998.000000 Penalty: 5973.310547
	Iteration 15Q: 3 clusters Score -2.1801e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -21802202.000000 Penalty: 5973.310547
	Iteration 16Q: 3 clusters Score -2.18022e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 153093 members 
Entering Unmasked Estep 
Score: -21803376.000000 Penalty: 5973.310547
	Iteration 17Q: 3 clusters Score -2.180338e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -21804530.000000 Penalty: 5973.310547
	Iteration 18Q: 3 clusters Score -2.180453e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -21805504.000000 Penalty: 5973.310547
	Iteration 19Q: 3 clusters Score -2.18055e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -21806596.000000 Penalty: 5973.310547
	Iteration 20F: 3 clusters Score -2.18066e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -21807516.000000 Penalty: 5973.310547
	Iteration 21Q: 3 clusters Score -2.180752e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -21808300.000000 Penalty: 5973.310547
	Iteration 22Q: 3 clusters Score -2.18083e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 164411 members 
Entering Unmasked Estep 
Score: -21808930.000000 Penalty: 5973.310547
	Iteration 23Q: 3 clusters Score -2.180893e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -21809370.000000 Penalty: 5973.310547
	Iteration 24Q: 3 clusters Score -2.180937e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 166337 members 
Entering Unmasked Estep 
Score: -21809758.000000 Penalty: 5973.310547
	Iteration 25Q: 3 clusters Score -2.180976e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -21810176.000000 Penalty: 5973.310547
	Iteration 26Q: 3 clusters Score -2.181018e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 167504 members 
Entering Unmasked Estep 
Score: -21810446.000000 Penalty: 5973.310547
	Iteration 27Q: 3 clusters Score -2.181045e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -21810628.000000 Penalty: 5973.310547
	Iteration 28Q: 3 clusters Score -2.181063e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -21810816.000000 Penalty: 5973.310547
	Iteration 29Q: 3 clusters Score -2.181082e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -21810938.000000 Penalty: 5973.310547
	Iteration 30Q: 3 clusters Score -2.181094e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -21811056.000000 Penalty: 5973.310547
	Iteration 31Q: 3 clusters Score -2.181106e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -21811186.000000 Penalty: 5973.310547
	Iteration 32Q: 3 clusters Score -2.181119e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -21811196.000000 Penalty: 5973.310547
	Iteration 33Q: 3 clusters Score -2.18112e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 168876 members 
Entering Unmasked Estep 
Score: -21811234.000000 Penalty: 5973.310547
	Iteration 34Q: 3 clusters Score -2.181123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -21811258.000000 Penalty: 5973.310547
	Iteration 35Q: 3 clusters Score -2.181126e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168968 members 
Entering Unmasked Estep 
Score: -21811308.000000 Penalty: 5973.310547
	Iteration 36Q: 3 clusters Score -2.181131e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -21811324.000000 Penalty: 5973.310547
	Iteration 37Q: 3 clusters Score -2.181132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 169022 members 
Entering Unmasked Estep 
Score: -21811342.000000 Penalty: 5973.310547
	Iteration 38Q: 3 clusters Score -2.181134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -21811354.000000 Penalty: 5973.310547
	Iteration 39Q: 3 clusters Score -2.181135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -21811386.000000 Penalty: 5973.310547
	Iteration 40F: 3 clusters Score -2.181139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 169082 members 
Entering Unmasked Estep 
Score: -21811402.000000 Penalty: 5973.310547
	Iteration 41Q: 3 clusters Score -2.18114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -21811402.000000 Penalty: 5973.310547
	Iteration 42Q: 3 clusters Score -2.18114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 169100 members 
Entering Unmasked Estep 
Score: -21811390.000000 Penalty: 5973.310547
	Iteration 43Q: 3 clusters Score -2.181139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 169105 members 
Entering Unmasked Estep 
Score: -21811416.000000 Penalty: 5973.310547
	Iteration 44Q: 3 clusters Score -2.181142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -21811418.000000 Penalty: 5973.310547
	Iteration 45Q: 3 clusters Score -2.181142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 169119 members 
Entering Unmasked Estep 
Score: -21811420.000000 Penalty: 5973.310547
	Iteration 46Q: 3 clusters Score -2.181142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -21811418.000000 Penalty: 5973.310547
	Iteration 47Q: 3 clusters Score -2.181142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -21811424.000000 Penalty: 5973.310547
	Iteration 48Q: 3 clusters Score -2.181142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -21811436.000000 Penalty: 5973.310547
	Iteration 49Q: 3 clusters Score -2.181144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 169154 members 
Entering Unmasked Estep 
Score: -21811444.000000 Penalty: 5973.310547
	Iteration 50Q: 3 clusters Score -2.181144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -21811436.000000 Penalty: 5973.310547
	Iteration 51Q: 3 clusters Score -2.181144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -21811438.000000 Penalty: 5973.310547
	Iteration 52Q: 3 clusters Score -2.181144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -21811444.000000 Penalty: 5973.310547
	Iteration 53Q: 3 clusters Score -2.181144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 169179 members 
Entering Unmasked Estep 
Score: -21811446.000000 Penalty: 5973.310547
	Iteration 54Q: 3 clusters Score -2.181145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 169180 members 
Entering Unmasked Estep 
Score: -21811456.000000 Penalty: 5973.310547
	Iteration 55Q: 3 clusters Score -2.181146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -21811434.000000 Penalty: 5973.310547
	Iteration 56Q: 3 clusters Score -2.181143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -21811448.000000 Penalty: 5973.310547
	Iteration 57Q: 3 clusters Score -2.181145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21811454.000000 Penalty: 5973.310547
	Iteration 58Q: 3 clusters Score -2.181145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -21811448.000000 Penalty: 5973.310547
	Iteration 59Q: 3 clusters Score -2.181145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 169200 members 
Entering Unmasked Estep 
Score: -21811460.000000 Penalty: 5973.310547
	Iteration 60F: 3 clusters Score -2.181146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -21811448.000000 Penalty: 5973.310547
	Iteration 61Q: 3 clusters Score -2.181145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -21811448.000000 Penalty: 5973.310547
	Iteration 62F: 3 clusters Score -2.181145e+07 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: -65264.500000 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65264.5 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 317 members 
Entering Unmasked Estep 
Score: -63670.535156 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63670.54 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64068.097656 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64068.1 nChanged 58
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: -64270.390625 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64270.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64372.781250 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -64372.78 nChanged 26
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: -64449.332031 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64449.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64529.488281 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64529.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64573.628906 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64573.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64621.179688 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64621.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64677.085938 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64677.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64689.792969 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64689.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64716.605469 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64716.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64730.152344 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -64730.15 nChanged 6
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: -64744.226562 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -64744.23 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: -64751.660156 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -64751.66 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: -64766.726562 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -64766.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64787.824219 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -64787.82 nChanged 6
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: -64807.070312 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -64807.07 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: -64819.718750 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -64819.72 nChanged 3
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: -64829.765625 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -64829.77 nChanged 2
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: -64837.687500 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -64837.69 nChanged 2
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: -64841.820312 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -64841.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64843.058594 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -64843.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64843.058594 Penalty: 3206.435791
	Iteration 22F: 3 clusters Score -64843.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 206746 members 
Mstep: Class 9 contains 165459 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184759 members 
Mstep: Class 12 contains 71009 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159337 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189495 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169900 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423520.000000 Penalty: 80372.445312
Iteration 479Q: 24 clusters Score -1.664235e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19162 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10765 members 
Mstep: Class 8 contains 206738 members 
Mstep: Class 9 contains 165444 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184764 members 
Mstep: Class 12 contains 71006 members 
Mstep: Class 13 contains 43471 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 159363 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189488 members 
Mstep: Class 19 contains 8084 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169906 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423424.000000 Penalty: 80372.445312
Iteration 480F: 24 clusters Score -1.664234e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19157 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 206724 members 
Mstep: Class 9 contains 165432 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184762 members 
Mstep: Class 12 contains 71001 members 
Mstep: Class 13 contains 43464 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 159376 members 
Mstep: Class 16 contains 33670 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189491 members 
Mstep: Class 19 contains 8086 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169918 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423584.000000 Penalty: 80372.445312
Iteration 481Q: 24 clusters Score -1.664236e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 206722 members 
Mstep: Class 9 contains 165414 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184754 members 
Mstep: Class 12 contains 70997 members 
Mstep: Class 13 contains 43462 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 159373 members 
Mstep: Class 16 contains 33671 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189512 members 
Mstep: Class 19 contains 8088 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169927 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423472.000000 Penalty: 80372.445312
Iteration 482Q: 24 clusters Score -1.664235e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 206719 members 
Mstep: Class 9 contains 165402 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184751 members 
Mstep: Class 12 contains 70994 members 
Mstep: Class 13 contains 43461 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159384 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189513 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169940 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423568.000000 Penalty: 80372.445312
Iteration 483Q: 24 clusters Score -1.664236e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19138 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10779 members 
Mstep: Class 8 contains 206710 members 
Mstep: Class 9 contains 165393 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184755 members 
Mstep: Class 12 contains 70995 members 
Mstep: Class 13 contains 43458 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 159388 members 
Mstep: Class 16 contains 33666 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189530 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169944 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423776.000000 Penalty: 80372.445312
Iteration 484Q: 24 clusters Score -1.664238e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19134 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10777 members 
Mstep: Class 8 contains 206707 members 
Mstep: Class 9 contains 165389 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184753 members 
Mstep: Class 12 contains 70996 members 
Mstep: Class 13 contains 43452 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159396 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189531 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169961 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423648.000000 Penalty: 80372.445312
Iteration 485Q: 24 clusters Score -1.664236e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 206711 members 
Mstep: Class 9 contains 165373 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184744 members 
Mstep: Class 12 contains 70999 members 
Mstep: Class 13 contains 43451 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159402 members 
Mstep: Class 16 contains 33663 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189568 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169945 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423632.000000 Penalty: 80372.445312
Iteration 486Q: 24 clusters Score -1.664236e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19131 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 206714 members 
Mstep: Class 9 contains 165368 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184736 members 
Mstep: Class 12 contains 70998 members 
Mstep: Class 13 contains 43444 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159408 members 
Mstep: Class 16 contains 33659 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189587 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 169949 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423712.000000 Penalty: 80372.445312
Iteration 487Q: 24 clusters Score -1.664237e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19133 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 206717 members 
Mstep: Class 9 contains 165365 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184730 members 
Mstep: Class 12 contains 70998 members 
Mstep: Class 13 contains 43441 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 159400 members 
Mstep: Class 16 contains 33655 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189600 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 169959 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423776.000000 Penalty: 80372.445312
Iteration 488Q: 24 clusters Score -1.664238e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19130 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 206731 members 
Mstep: Class 9 contains 165361 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184727 members 
Mstep: Class 12 contains 70994 members 
Mstep: Class 13 contains 43438 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 159392 members 
Mstep: Class 16 contains 33651 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189599 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 169974 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423792.000000 Penalty: 80372.445312
Iteration 489Q: 24 clusters Score -1.664238e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19126 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 206730 members 
Mstep: Class 9 contains 165363 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184727 members 
Mstep: Class 12 contains 70993 members 
Mstep: Class 13 contains 43435 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 159387 members 
Mstep: Class 16 contains 33646 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189604 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 169984 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423696.000000 Penalty: 80372.445312
Iteration 490Q: 24 clusters Score -1.664237e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19123 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10780 members 
Mstep: Class 8 contains 206734 members 
Mstep: Class 9 contains 165359 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184733 members 
Mstep: Class 12 contains 70992 members 
Mstep: Class 13 contains 43426 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159354 members 
Mstep: Class 16 contains 33644 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189626 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 169994 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423600.000000 Penalty: 80372.445312
Iteration 491Q: 24 clusters Score -1.664236e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10784 members 
Mstep: Class 8 contains 206734 members 
Mstep: Class 9 contains 165349 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184732 members 
Mstep: Class 12 contains 70989 members 
Mstep: Class 13 contains 43422 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 159345 members 
Mstep: Class 16 contains 33645 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189650 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 6029 members 
Mstep: Class 22 contains 169989 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423600.000000 Penalty: 80372.445312
Iteration 492Q: 24 clusters Score -1.664236e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 19118 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10784 members 
Mstep: Class 8 contains 206729 members 
Mstep: Class 9 contains 165343 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184732 members 
Mstep: Class 12 contains 70983 members 
Mstep: Class 13 contains 43416 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159334 members 
Mstep: Class 16 contains 33644 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170003 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423664.000000 Penalty: 80372.445312
Iteration 493Q: 24 clusters Score -1.664237e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19117 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 206732 members 
Mstep: Class 9 contains 165335 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184730 members 
Mstep: Class 12 contains 70983 members 
Mstep: Class 13 contains 43409 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 159317 members 
Mstep: Class 16 contains 33643 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189693 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170006 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423696.000000 Penalty: 80372.445312
Iteration 494Q: 24 clusters Score -1.664237e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19115 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 206733 members 
Mstep: Class 9 contains 165343 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184734 members 
Mstep: Class 12 contains 70978 members 
Mstep: Class 13 contains 43406 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 159287 members 
Mstep: Class 16 contains 33640 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189717 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170011 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423712.000000 Penalty: 80372.445312
Iteration 495Q: 24 clusters Score -1.664237e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 206748 members 
Mstep: Class 9 contains 165357 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184732 members 
Mstep: Class 12 contains 70978 members 
Mstep: Class 13 contains 43408 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159258 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189718 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170016 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423824.000000 Penalty: 80372.445312
Iteration 496Q: 24 clusters Score -1.664238e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19113 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 206761 members 
Mstep: Class 9 contains 165370 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184740 members 
Mstep: Class 12 contains 70975 members 
Mstep: Class 13 contains 43403 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159238 members 
Mstep: Class 16 contains 33630 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189711 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170018 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423824.000000 Penalty: 80372.445312
Iteration 497Q: 24 clusters Score -1.664238e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19114 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 206770 members 
Mstep: Class 9 contains 165370 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184753 members 
Mstep: Class 12 contains 70971 members 
Mstep: Class 13 contains 43399 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159222 members 
Mstep: Class 16 contains 33626 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189707 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170022 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423760.000000 Penalty: 80372.445312
Iteration 498Q: 24 clusters Score -1.664238e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19118 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10795 members 
Mstep: Class 8 contains 206769 members 
Mstep: Class 9 contains 165382 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184757 members 
Mstep: Class 12 contains 70972 members 
Mstep: Class 13 contains 43395 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 159204 members 
Mstep: Class 16 contains 33622 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189689 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170043 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423840.000000 Penalty: 80372.445312
Iteration 499Q: 24 clusters Score -1.664238e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 10795 members 
Mstep: Class 8 contains 206770 members 
Mstep: Class 9 contains 165380 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 184758 members 
Mstep: Class 12 contains 70969 members 
Mstep: Class 13 contains 43395 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 159205 members 
Mstep: Class 16 contains 33617 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 189679 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 170055 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166423712.000000 Penalty: 80372.445312
Iteration 500F: 24 clusters Score -1.664237e+08 nChanged 188
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -501296064.000000 Penalty: 86638.929688
24->24 Clusters: Score -501296064.000000, best is -501355008.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1316571 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 54554 members 
Mstep: Class 3 contains 54828 members 
Mstep: Class 4 contains 54788 members 
Mstep: Class 5 contains 55010 members 
Mstep: Class 6 contains 54785 members 
Mstep: Class 7 contains 54925 members 
Mstep: Class 8 contains 54965 members 
Mstep: Class 9 contains 54779 members 
Mstep: Class 10 contains 54802 members 
Mstep: Class 11 contains 54693 members 
Mstep: Class 12 contains 55263 members 
Mstep: Class 13 contains 54735 members 
Mstep: Class 14 contains 55059 members 
Mstep: Class 15 contains 55306 members 
Mstep: Class 16 contains 55159 members 
Mstep: Class 17 contains 54087 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 19 contains 54900 members 
Mstep: Class 20 contains 54791 members 
Mstep: Class 21 contains 54864 members 
Mstep: Class 22 contains 54987 members 
Mstep: Class 23 contains 55010 members 
Mstep: Class 24 contains 55173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 95.329185 but Gain 3494.453125
Score: -160345264.000000 Penalty: 80372.445312
Iteration 0F: 24 clusters Score -1.603453e+08 nChanged 1258217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2755 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 255780 members 
Mstep: Class 3 contains 21871 members 
Mstep: Class 4 contains 62751 members 
Mstep: Class 5 contains 107461 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 52231 members 
Mstep: Class 8 contains 70912 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 48954 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 14 contains 138226 members 
Mstep: Class 15 contains 71979 members 
Mstep: Class 16 contains 27044 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 16321 members 
Mstep: Class 19 contains 6194 members 
Mstep: Class 20 contains 74156 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 47453 members 
Mstep: Class 23 contains 65175 members 
Mstep: Class 24 contains 59946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1072.523804 but Gain 3494.453125
Score: -164804528.000000 Penalty: 76877.992188
Iteration 1F: 23 clusters Score -1.648045e+08 nChanged 471345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2449 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 358355 members 
Mstep: Class 3 contains 12338 members 
Mstep: Class 4 contains 71648 members 
Mstep: Class 5 contains 102198 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 52663 members 
Mstep: Class 8 contains 71595 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 14 contains 166526 members 
Mstep: Class 15 contains 61109 members 
Mstep: Class 16 contains 25062 members 
Mstep: Class 18 contains 10032 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 52384 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 38524 members 
Mstep: Class 23 contains 57561 members 
Mstep: Class 24 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1975.233643 but Gain 3494.453125
Score: -165125072.000000 Penalty: 73383.539062
Iteration 2F: 22 clusters Score -1.651251e+08 nChanged 305472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2239 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 327619 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 74768 members 
Mstep: Class 5 contains 101697 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 51984 members 
Mstep: Class 8 contains 71882 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 32902 members 
Mstep: Class 11 contains 3987 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 14 contains 212297 members 
Mstep: Class 15 contains 53892 members 
Mstep: Class 16 contains 23188 members 
Mstep: Class 18 contains 6248 members 
Mstep: Class 20 contains 36382 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 38043 members 
Mstep: Class 23 contains 51377 members 
Mstep: Class 24 contains 39508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2816.029541 but Gain 3494.453125
Score: -165408944.000000 Penalty: 69889.085938
Iteration 3F: 21 clusters Score -1.654089e+08 nChanged 262436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 219200 members 
Mstep: Class 2 contains 289005 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 69464 members 
Mstep: Class 5 contains 102730 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 47881 members 
Mstep: Class 8 contains 67320 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 28720 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 14 contains 255053 members 
Mstep: Class 15 contains 48934 members 
Mstep: Class 16 contains 20356 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 20 contains 22116 members 
Mstep: Class 22 contains 33643 members 
Mstep: Class 23 contains 41616 members 
Mstep: Class 24 contains 36765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2215.562988 but Gain 3494.460938
Score: -165643024.000000 Penalty: 66394.625000
Iteration 4F: 20 clusters Score -1.65643e+08 nChanged 234813
Entering Unmasked Mstep 
Mstep: Class 0 contains 746 members 
Mstep: Class 1 contains 300380 members 
Mstep: Class 2 contains 259004 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 64549 members 
Mstep: Class 5 contains 106454 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 62652 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 25353 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 14 contains 259576 members 
Mstep: Class 15 contains 45345 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 20 contains 12534 members 
Mstep: Class 22 contains 25347 members 
Mstep: Class 23 contains 32493 members 
Mstep: Class 24 contains 31682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2318.134033 but Gain 3494.449219
Score: -165860560.000000 Penalty: 62900.175781
Iteration 5F: 19 clusters Score -1.658606e+08 nChanged 193004
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 390738 members 
Mstep: Class 2 contains 242032 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 4 contains 61770 members 
Mstep: Class 5 contains 114787 members 
Mstep: Class 6 contains 6228 members 
Mstep: Class 7 contains 41571 members 
Mstep: Class 8 contains 57328 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 22707 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 14 contains 226122 members 
Mstep: Class 15 contains 42410 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 22 contains 17293 members 
Mstep: Class 23 contains 24698 members 
Mstep: Class 24 contains 25686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2098.532715 but Gain 3494.457031
Score: -165839920.000000 Penalty: 59405.718750
Iteration 6F: 18 clusters Score -1.658399e+08 nChanged 161597
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 394223 members 
Mstep: Class 2 contains 235420 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 65786 members 
Mstep: Class 5 contains 139442 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 39454 members 
Mstep: Class 8 contains 56223 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 23494 members 
Mstep: Class 14 contains 219210 members 
Mstep: Class 15 contains 39413 members 
Mstep: Class 16 contains 12782 members 
Mstep: Class 20 contains 5422 members 
Mstep: Class 22 contains 15745 members 
Mstep: Class 23 contains 19795 members 
Mstep: Class 24 contains 25463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165890352.000000 Penalty: 59405.718750
Iteration 7F: 18 clusters Score -1.658904e+08 nChanged 120417
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 377202 members 
Mstep: Class 2 contains 232019 members 
Mstep: Class 3 contains 16341 members 
Mstep: Class 4 contains 69156 members 
Mstep: Class 5 contains 172308 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 37614 members 
Mstep: Class 8 contains 54269 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 25893 members 
Mstep: Class 14 contains 214763 members 
Mstep: Class 15 contains 35518 members 
Mstep: Class 16 contains 10645 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 22 contains 15209 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 26813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -165969616.000000 Penalty: 59405.718750
Iteration 8F: 18 clusters Score -1.659696e+08 nChanged 108065
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 364020 members 
Mstep: Class 2 contains 227285 members 
Mstep: Class 3 contains 17072 members 
Mstep: Class 4 contains 70693 members 
Mstep: Class 5 contains 215362 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 36455 members 
Mstep: Class 8 contains 50164 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 29049 members 
Mstep: Class 14 contains 200954 members 
Mstep: Class 15 contains 30901 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 22 contains 14247 members 
Mstep: Class 23 contains 11996 members 
Mstep: Class 24 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166037856.000000 Penalty: 59405.718750
Iteration 9F: 18 clusters Score -1.660379e+08 nChanged 112294
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 346665 members 
Mstep: Class 2 contains 219438 members 
Mstep: Class 3 contains 17880 members 
Mstep: Class 4 contains 71572 members 
Mstep: Class 5 contains 277464 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 35864 members 
Mstep: Class 8 contains 42869 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 14 contains 179428 members 
Mstep: Class 15 contains 25526 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 8560 members 
Mstep: Class 24 contains 27581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166095664.000000 Penalty: 59405.718750
Iteration 10F: 18 clusters Score -1.660957e+08 nChanged 118091
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 331146 members 
Mstep: Class 2 contains 210436 members 
Mstep: Class 3 contains 18715 members 
Mstep: Class 4 contains 71430 members 
Mstep: Class 5 contains 343868 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 36727 members 
Mstep: Class 8 contains 35102 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 34961 members 
Mstep: Class 14 contains 152217 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 16 contains 6097 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 5852 members 
Mstep: Class 24 contains 27689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166090336.000000 Penalty: 59405.718750
Iteration 11F: 18 clusters Score -1.660903e+08 nChanged 111513
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 326156 members 
Mstep: Class 2 contains 212697 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 71126 members 
Mstep: Class 5 contains 351585 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 40480 members 
Mstep: Class 8 contains 31984 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 39426 members 
Mstep: Class 14 contains 150523 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 22 contains 10153 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 27726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166117360.000000 Penalty: 59405.718750
Iteration 12F: 18 clusters Score -1.661174e+08 nChanged 78450
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 335148 members 
Mstep: Class 2 contains 219140 members 
Mstep: Class 3 contains 20739 members 
Mstep: Class 4 contains 71004 members 
Mstep: Class 5 contains 326060 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 46653 members 
Mstep: Class 8 contains 30184 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 44446 members 
Mstep: Class 14 contains 158773 members 
Mstep: Class 15 contains 10650 members 
Mstep: Class 16 contains 5149 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 26982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2907.468018 but Gain 3494.453125
Score: -166168496.000000 Penalty: 55911.265625
Iteration 13F: 17 clusters Score -1.661685e+08 nChanged 63328
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 331812 members 
Mstep: Class 2 contains 220079 members 
Mstep: Class 3 contains 21905 members 
Mstep: Class 4 contains 71728 members 
Mstep: Class 5 contains 321905 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 53595 members 
Mstep: Class 8 contains 28085 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 48799 members 
Mstep: Class 14 contains 165002 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 22 contains 8391 members 
Mstep: Class 24 contains 25151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166200208.000000 Penalty: 55911.265625
Iteration 14Q: 17 clusters Score -1.662002e+08 nChanged 48883
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 329896 members 
Mstep: Class 2 contains 220373 members 
Mstep: Class 3 contains 23001 members 
Mstep: Class 4 contains 71956 members 
Mstep: Class 5 contains 314116 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 60763 members 
Mstep: Class 8 contains 26471 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 52796 members 
Mstep: Class 14 contains 169912 members 
Mstep: Class 15 contains 3176 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 22 contains 8130 members 
Mstep: Class 24 contains 22353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166225824.000000 Penalty: 55911.265625
Iteration 15Q: 17 clusters Score -1.662258e+08 nChanged 42760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 328097 members 
Mstep: Class 2 contains 220243 members 
Mstep: Class 3 contains 24017 members 
Mstep: Class 4 contains 71921 members 
Mstep: Class 5 contains 307458 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 67612 members 
Mstep: Class 8 contains 25397 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 56526 members 
Mstep: Class 14 contains 172258 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 22 contains 8089 members 
Mstep: Class 24 contains 19570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166243200.000000 Penalty: 55911.265625
Iteration 16Q: 17 clusters Score -1.662432e+08 nChanged 39068
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 326334 members 
Mstep: Class 2 contains 220195 members 
Mstep: Class 3 contains 24960 members 
Mstep: Class 4 contains 71751 members 
Mstep: Class 5 contains 300556 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 74103 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 60217 members 
Mstep: Class 14 contains 173372 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 22 contains 8138 members 
Mstep: Class 24 contains 17297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166256688.000000 Penalty: 55911.265625
Iteration 17Q: 17 clusters Score -1.662567e+08 nChanged 35096
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 325040 members 
Mstep: Class 2 contains 220234 members 
Mstep: Class 3 contains 25903 members 
Mstep: Class 4 contains 71390 members 
Mstep: Class 5 contains 292178 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 80554 members 
Mstep: Class 8 contains 24405 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 63810 members 
Mstep: Class 14 contains 174728 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 24 contains 15295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166264592.000000 Penalty: 55911.265625
Iteration 18Q: 17 clusters Score -1.662646e+08 nChanged 31699
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 323684 members 
Mstep: Class 2 contains 220313 members 
Mstep: Class 3 contains 26849 members 
Mstep: Class 4 contains 70915 members 
Mstep: Class 5 contains 282811 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 87118 members 
Mstep: Class 8 contains 24357 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 67489 members 
Mstep: Class 14 contains 176190 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 20 contains 2111 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 24 contains 13467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166272864.000000 Penalty: 55911.265625
Iteration 19Q: 17 clusters Score -1.662729e+08 nChanged 29869
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 322142 members 
Mstep: Class 2 contains 220379 members 
Mstep: Class 3 contains 27761 members 
Mstep: Class 4 contains 70362 members 
Mstep: Class 5 contains 272882 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 93772 members 
Mstep: Class 8 contains 24595 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 71292 members 
Mstep: Class 14 contains 177794 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 24 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166281536.000000 Penalty: 55911.265625
Iteration 20F: 17 clusters Score -1.662815e+08 nChanged 28242
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 320301 members 
Mstep: Class 2 contains 220259 members 
Mstep: Class 3 contains 28619 members 
Mstep: Class 4 contains 69739 members 
Mstep: Class 5 contains 263330 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 100253 members 
Mstep: Class 8 contains 25033 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 75104 members 
Mstep: Class 14 contains 179248 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 24 contains 10210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166291456.000000 Penalty: 55911.265625
Iteration 21Q: 17 clusters Score -1.662915e+08 nChanged 26502
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 318521 members 
Mstep: Class 2 contains 220005 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 69052 members 
Mstep: Class 5 contains 254648 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 106384 members 
Mstep: Class 8 contains 25593 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 78874 members 
Mstep: Class 14 contains 179974 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 6134 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 24 contains 8881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166298752.000000 Penalty: 55911.265625
Iteration 22Q: 17 clusters Score -1.662988e+08 nChanged 25128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 316483 members 
Mstep: Class 2 contains 219520 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 68324 members 
Mstep: Class 5 contains 246915 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 112206 members 
Mstep: Class 8 contains 26277 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 82731 members 
Mstep: Class 14 contains 179929 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 24 contains 7800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166306608.000000 Penalty: 55911.265625
Iteration 23Q: 17 clusters Score -1.663066e+08 nChanged 23876
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 314313 members 
Mstep: Class 2 contains 218826 members 
Mstep: Class 3 contains 30896 members 
Mstep: Class 4 contains 67535 members 
Mstep: Class 5 contains 240595 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 117685 members 
Mstep: Class 8 contains 26924 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 86381 members 
Mstep: Class 14 contains 179066 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 22 contains 9860 members 
Mstep: Class 24 contains 6957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166314224.000000 Penalty: 55911.265625
Iteration 24Q: 17 clusters Score -1.663142e+08 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 312227 members 
Mstep: Class 2 contains 217911 members 
Mstep: Class 3 contains 31534 members 
Mstep: Class 4 contains 66711 members 
Mstep: Class 5 contains 235394 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 122672 members 
Mstep: Class 8 contains 27533 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 89784 members 
Mstep: Class 14 contains 177724 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 22 contains 10173 members 
Mstep: Class 24 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166321184.000000 Penalty: 55911.265625
Iteration 25Q: 17 clusters Score -1.663212e+08 nChanged 21918
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 310308 members 
Mstep: Class 2 contains 216967 members 
Mstep: Class 3 contains 32126 members 
Mstep: Class 4 contains 65852 members 
Mstep: Class 5 contains 230729 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 127118 members 
Mstep: Class 8 contains 28075 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 92899 members 
Mstep: Class 14 contains 176183 members 
Mstep: Class 15 contains 859 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 22 contains 10476 members 
Mstep: Class 24 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166328288.000000 Penalty: 55911.265625
Iteration 26Q: 17 clusters Score -1.663283e+08 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 308235 members 
Mstep: Class 2 contains 216084 members 
Mstep: Class 3 contains 32596 members 
Mstep: Class 4 contains 65026 members 
Mstep: Class 5 contains 226962 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 131003 members 
Mstep: Class 8 contains 28484 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 95768 members 
Mstep: Class 14 contains 174368 members 
Mstep: Class 15 contains 804 members 
Mstep: Class 16 contains 12392 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 22 contains 10805 members 
Mstep: Class 24 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166333840.000000 Penalty: 55911.265625
Iteration 27Q: 17 clusters Score -1.663338e+08 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 306112 members 
Mstep: Class 2 contains 215184 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 64245 members 
Mstep: Class 5 contains 223985 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 134399 members 
Mstep: Class 8 contains 28856 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 98457 members 
Mstep: Class 14 contains 172349 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 14247 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 11120 members 
Mstep: Class 24 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166338896.000000 Penalty: 55911.265625
Iteration 28Q: 17 clusters Score -1.663389e+08 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 303903 members 
Mstep: Class 2 contains 214260 members 
Mstep: Class 3 contains 33273 members 
Mstep: Class 4 contains 63458 members 
Mstep: Class 5 contains 221371 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 137461 members 
Mstep: Class 8 contains 29257 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 100874 members 
Mstep: Class 14 contains 170695 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 15999 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 22 contains 11469 members 
Mstep: Class 24 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166342960.000000 Penalty: 55911.265625
Iteration 29Q: 17 clusters Score -1.66343e+08 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 302059 members 
Mstep: Class 2 contains 213355 members 
Mstep: Class 3 contains 33532 members 
Mstep: Class 4 contains 62669 members 
Mstep: Class 5 contains 218709 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 140257 members 
Mstep: Class 8 contains 29657 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 103157 members 
Mstep: Class 14 contains 169358 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 17482 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 22 contains 11842 members 
Mstep: Class 24 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166346848.000000 Penalty: 55911.265625
Iteration 30Q: 17 clusters Score -1.663468e+08 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 300021 members 
Mstep: Class 2 contains 212611 members 
Mstep: Class 3 contains 33762 members 
Mstep: Class 4 contains 61869 members 
Mstep: Class 5 contains 216143 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 142778 members 
Mstep: Class 8 contains 30086 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 105381 members 
Mstep: Class 14 contains 168430 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 18781 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 22 contains 12260 members 
Mstep: Class 24 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166349440.000000 Penalty: 55911.265625
Iteration 31Q: 17 clusters Score -1.663494e+08 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 298019 members 
Mstep: Class 2 contains 211840 members 
Mstep: Class 3 contains 33962 members 
Mstep: Class 4 contains 61094 members 
Mstep: Class 5 contains 213749 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 145078 members 
Mstep: Class 8 contains 30603 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 10 contains 107500 members 
Mstep: Class 14 contains 167759 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 19845 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 22 contains 12675 members 
Mstep: Class 24 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166352160.000000 Penalty: 55911.265625
Iteration 32Q: 17 clusters Score -1.663522e+08 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 296015 members 
Mstep: Class 2 contains 211156 members 
Mstep: Class 3 contains 34137 members 
Mstep: Class 4 contains 60374 members 
Mstep: Class 5 contains 211461 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 147177 members 
Mstep: Class 8 contains 31182 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 109554 members 
Mstep: Class 14 contains 167302 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 20685 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 22 contains 13083 members 
Mstep: Class 24 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166354272.000000 Penalty: 55911.265625
Iteration 33Q: 17 clusters Score -1.663543e+08 nChanged 14589
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 293929 members 
Mstep: Class 2 contains 210558 members 
Mstep: Class 3 contains 34280 members 
Mstep: Class 4 contains 59704 members 
Mstep: Class 5 contains 209246 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 149132 members 
Mstep: Class 8 contains 31725 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 111593 members 
Mstep: Class 14 contains 167030 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 21418 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 24 contains 4901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166356176.000000 Penalty: 55911.265625
Iteration 34Q: 17 clusters Score -1.663562e+08 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 291766 members 
Mstep: Class 2 contains 210033 members 
Mstep: Class 3 contains 34352 members 
Mstep: Class 4 contains 59085 members 
Mstep: Class 5 contains 206973 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 150861 members 
Mstep: Class 8 contains 32312 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 113607 members 
Mstep: Class 14 contains 167120 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 22079 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 22 contains 13918 members 
Mstep: Class 24 contains 4893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166358160.000000 Penalty: 55911.265625
Iteration 35Q: 17 clusters Score -1.663582e+08 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 289501 members 
Mstep: Class 2 contains 209553 members 
Mstep: Class 3 contains 34428 members 
Mstep: Class 4 contains 58496 members 
Mstep: Class 5 contains 204901 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 152532 members 
Mstep: Class 8 contains 32863 members 
Mstep: Class 9 contains 4034 members 
Mstep: Class 10 contains 115559 members 
Mstep: Class 14 contains 167310 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 22625 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 22 contains 14312 members 
Mstep: Class 24 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166359152.000000 Penalty: 55911.265625
Iteration 36Q: 17 clusters Score -1.663592e+08 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 287269 members 
Mstep: Class 2 contains 209040 members 
Mstep: Class 3 contains 34484 members 
Mstep: Class 4 contains 57944 members 
Mstep: Class 5 contains 203006 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 154107 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 117458 members 
Mstep: Class 14 contains 167588 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 23108 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 24 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166360432.000000 Penalty: 55911.265625
Iteration 37Q: 17 clusters Score -1.663604e+08 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 285225 members 
Mstep: Class 2 contains 208584 members 
Mstep: Class 3 contains 34487 members 
Mstep: Class 4 contains 57390 members 
Mstep: Class 5 contains 201137 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 155529 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 4102 members 
Mstep: Class 10 contains 119284 members 
Mstep: Class 14 contains 167870 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 23521 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 24 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166361888.000000 Penalty: 55911.265625
Iteration 38Q: 17 clusters Score -1.663619e+08 nChanged 10501
Entering ConstructFrom: 
Score: -166361888.000000 Penalty: 55911.265625
Entering ConstructFrom: 
Trying to split cluster 1 (283258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283258 members 
Entering Unmasked Estep 
Score: -36230000.000000 Penalty: 3113.420166
	Iteration 0F: 2 clusters Score -3.623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -36060260.000000 Penalty: 6226.840332
	Iteration 0F: 3 clusters Score -3.606026e+07 nChanged 137109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -36140908.000000 Penalty: 6226.840332
	Iteration 1F: 3 clusters Score -3.614091e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -36142048.000000 Penalty: 6226.840332
	Iteration 2Q: 3 clusters Score -3.614205e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -36143680.000000 Penalty: 6226.840332
	Iteration 3Q: 3 clusters Score -3.614368e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -36146272.000000 Penalty: 6226.840332
	Iteration 4Q: 3 clusters Score -3.614627e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -36149848.000000 Penalty: 6226.840332
	Iteration 5Q: 3 clusters Score -3.614985e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -36155480.000000 Penalty: 6226.840332
	Iteration 6Q: 3 clusters Score -3.615548e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -36163576.000000 Penalty: 6226.840332
	Iteration 7F: 3 clusters Score -3.616358e+07 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -36174804.000000 Penalty: 6226.840332
	Iteration 8F: 3 clusters Score -3.61748e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188188 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -36187624.000000 Penalty: 6226.840332
	Iteration 9F: 3 clusters Score -3.618762e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196716 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -36198732.000000 Penalty: 6226.840332
	Iteration 10F: 3 clusters Score -3.619873e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203565 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -36205684.000000 Penalty: 6226.840332
	Iteration 11Q: 3 clusters Score -3.620568e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209536 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -36209364.000000 Penalty: 6226.840332
	Iteration 12Q: 3 clusters Score -3.620936e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215153 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -36211472.000000 Penalty: 6226.840332
	Iteration 13Q: 3 clusters Score -3.621147e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220413 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -36212460.000000 Penalty: 6226.840332
	Iteration 14Q: 3 clusters Score -3.621246e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225264 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -36213400.000000 Penalty: 6226.840332
	Iteration 15Q: 3 clusters Score -3.62134e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229995 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -36214196.000000 Penalty: 6226.840332
	Iteration 16Q: 3 clusters Score -3.62142e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234528 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -36215072.000000 Penalty: 6226.840332
	Iteration 17Q: 3 clusters Score -3.621507e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238904 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -36215820.000000 Penalty: 6226.840332
	Iteration 18Q: 3 clusters Score -3.621582e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243026 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -36216504.000000 Penalty: 6226.840332
	Iteration 19Q: 3 clusters Score -3.62165e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246905 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -36217168.000000 Penalty: 6226.840332
	Iteration 20F: 3 clusters Score -3.621717e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250554 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -36218092.000000 Penalty: 6226.840332
	Iteration 21Q: 3 clusters Score -3.621809e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253939 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -36218808.000000 Penalty: 6226.840332
	Iteration 22Q: 3 clusters Score -3.621881e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257048 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -36219460.000000 Penalty: 6226.840332
	Iteration 23Q: 3 clusters Score -3.621946e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259897 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -36220084.000000 Penalty: 6226.840332
	Iteration 24Q: 3 clusters Score -3.622008e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262417 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -36220856.000000 Penalty: 6226.840332
	Iteration 25Q: 3 clusters Score -3.622086e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264670 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -36221392.000000 Penalty: 6226.840332
	Iteration 26Q: 3 clusters Score -3.622139e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266526 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -36222172.000000 Penalty: 6226.840332
	Iteration 27Q: 3 clusters Score -3.622217e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268251 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -36222660.000000 Penalty: 6226.840332
	Iteration 28Q: 3 clusters Score -3.622266e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269740 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -36223364.000000 Penalty: 6226.840332
	Iteration 29Q: 3 clusters Score -3.622336e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271003 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -36223704.000000 Penalty: 6226.840332
	Iteration 30Q: 3 clusters Score -3.62237e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272119 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -36224040.000000 Penalty: 6226.840332
	Iteration 31Q: 3 clusters Score -3.622404e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273154 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -36224308.000000 Penalty: 6226.840332
	Iteration 32Q: 3 clusters Score -3.622431e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274013 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -36224492.000000 Penalty: 6226.840332
	Iteration 33Q: 3 clusters Score -3.622449e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274762 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -36224824.000000 Penalty: 6226.840332
	Iteration 34Q: 3 clusters Score -3.622482e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275388 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -36224988.000000 Penalty: 6226.840332
	Iteration 35Q: 3 clusters Score -3.622499e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275937 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -36225144.000000 Penalty: 6226.840332
	Iteration 36Q: 3 clusters Score -3.622514e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276439 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -36225328.000000 Penalty: 6226.840332
	Iteration 37Q: 3 clusters Score -3.622533e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276858 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -36225480.000000 Penalty: 6226.840332
	Iteration 38Q: 3 clusters Score -3.622548e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277219 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -36225664.000000 Penalty: 6226.840332
	Iteration 39Q: 3 clusters Score -3.622566e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277518 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -36225836.000000 Penalty: 6226.840332
	Iteration 40F: 3 clusters Score -3.622584e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277808 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -36226092.000000 Penalty: 6226.840332
	Iteration 41Q: 3 clusters Score -3.622609e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278052 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -36226168.000000 Penalty: 6226.840332
	Iteration 42Q: 3 clusters Score -3.622617e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278234 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -36226192.000000 Penalty: 6226.840332
	Iteration 43Q: 3 clusters Score -3.622619e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278389 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -36226248.000000 Penalty: 6226.840332
	Iteration 44Q: 3 clusters Score -3.622625e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278525 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -36226304.000000 Penalty: 6226.840332
	Iteration 45Q: 3 clusters Score -3.62263e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278639 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -36226328.000000 Penalty: 6226.840332
	Iteration 46Q: 3 clusters Score -3.622633e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278731 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -36226404.000000 Penalty: 6226.840332
	Iteration 47Q: 3 clusters Score -3.62264e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278797 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -36226428.000000 Penalty: 6226.840332
	Iteration 48Q: 3 clusters Score -3.622643e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278870 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -36226488.000000 Penalty: 6226.840332
	Iteration 49Q: 3 clusters Score -3.622649e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278930 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -36226472.000000 Penalty: 6226.840332
	Iteration 50Q: 3 clusters Score -3.622647e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278987 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -36226536.000000 Penalty: 6226.840332
	Iteration 51Q: 3 clusters Score -3.622654e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279035 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -36226576.000000 Penalty: 6226.840332
	Iteration 52Q: 3 clusters Score -3.622658e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279075 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -36226632.000000 Penalty: 6226.840332
	Iteration 53Q: 3 clusters Score -3.622663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279101 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -36226640.000000 Penalty: 6226.840332
	Iteration 54Q: 3 clusters Score -3.622664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279136 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -36226656.000000 Penalty: 6226.840332
	Iteration 55Q: 3 clusters Score -3.622666e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279168 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -36226648.000000 Penalty: 6226.840332
	Iteration 56Q: 3 clusters Score -3.622665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279195 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -36226636.000000 Penalty: 6226.840332
	Iteration 57Q: 3 clusters Score -3.622664e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279221 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -36226632.000000 Penalty: 6226.840332
	Iteration 58Q: 3 clusters Score -3.622663e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279254 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -36226648.000000 Penalty: 6226.840332
	Iteration 59Q: 3 clusters Score -3.622665e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279286 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -36226712.000000 Penalty: 6226.840332
	Iteration 60F: 3 clusters Score -3.622671e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279322 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -36226736.000000 Penalty: 6226.840332
	Iteration 61Q: 3 clusters Score -3.622674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279354 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -36226748.000000 Penalty: 6226.840332
	Iteration 62Q: 3 clusters Score -3.622675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279379 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -36226776.000000 Penalty: 6226.840332
	Iteration 63Q: 3 clusters Score -3.622678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279397 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -36226744.000000 Penalty: 6226.840332
	Iteration 64Q: 3 clusters Score -3.622674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279413 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -36226752.000000 Penalty: 6226.840332
	Iteration 65Q: 3 clusters Score -3.622675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279430 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -36226740.000000 Penalty: 6226.840332
	Iteration 66Q: 3 clusters Score -3.622674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279449 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -36226764.000000 Penalty: 6226.840332
	Iteration 67Q: 3 clusters Score -3.622676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279469 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -36226736.000000 Penalty: 6226.840332
	Iteration 68Q: 3 clusters Score -3.622674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279484 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -36226780.000000 Penalty: 6226.840332
	Iteration 69Q: 3 clusters Score -3.622678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279495 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -36226784.000000 Penalty: 6226.840332
	Iteration 70Q: 3 clusters Score -3.622678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279503 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -36226760.000000 Penalty: 6226.840332
	Iteration 71Q: 3 clusters Score -3.622676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279514 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -36226736.000000 Penalty: 6226.840332
	Iteration 72Q: 3 clusters Score -3.622674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279526 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -36226744.000000 Penalty: 6226.840332
	Iteration 73Q: 3 clusters Score -3.622674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279538 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -36226744.000000 Penalty: 6226.840332
	Iteration 74Q: 3 clusters Score -3.622674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -36226736.000000 Penalty: 6226.840332
	Iteration 75Q: 3 clusters Score -3.622674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279561 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -36226752.000000 Penalty: 6226.840332
	Iteration 76Q: 3 clusters Score -3.622675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279573 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -36226780.000000 Penalty: 6226.840332
	Iteration 77Q: 3 clusters Score -3.622678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -36226800.000000 Penalty: 6226.840332
	Iteration 78Q: 3 clusters Score -3.62268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279597 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -36226796.000000 Penalty: 6226.840332
	Iteration 79Q: 3 clusters Score -3.62268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279606 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -36226824.000000 Penalty: 6226.840332
	Iteration 80F: 3 clusters Score -3.622682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279609 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -36226812.000000 Penalty: 6226.840332
	Iteration 81Q: 3 clusters Score -3.622681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279616 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -36226808.000000 Penalty: 6226.840332
	Iteration 82Q: 3 clusters Score -3.622681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279621 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -36226796.000000 Penalty: 6226.840332
	Iteration 83Q: 3 clusters Score -3.62268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279629 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -36226792.000000 Penalty: 6226.840332
	Iteration 84Q: 3 clusters Score -3.622679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279636 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -36226796.000000 Penalty: 6226.840332
	Iteration 85Q: 3 clusters Score -3.62268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279639 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -36226804.000000 Penalty: 6226.840332
	Iteration 86Q: 3 clusters Score -3.62268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279642 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -36226812.000000 Penalty: 6226.840332
	Iteration 87Q: 3 clusters Score -3.622681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279652 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -36226800.000000 Penalty: 6226.840332
	Iteration 88Q: 3 clusters Score -3.62268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279665 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -36226800.000000 Penalty: 6226.840332
	Iteration 89Q: 3 clusters Score -3.62268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279666 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -36226824.000000 Penalty: 6226.840332
	Iteration 90Q: 3 clusters Score -3.622682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279669 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -36226864.000000 Penalty: 6226.840332
	Iteration 91Q: 3 clusters Score -3.622686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279677 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -36226848.000000 Penalty: 6226.840332
	Iteration 92Q: 3 clusters Score -3.622685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279686 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -36226860.000000 Penalty: 6226.840332
	Iteration 93Q: 3 clusters Score -3.622686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279701 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -36226860.000000 Penalty: 6226.840332
	Iteration 94Q: 3 clusters Score -3.622686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279704 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -36226848.000000 Penalty: 6226.840332
	Iteration 95Q: 3 clusters Score -3.622685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279704 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -36226872.000000 Penalty: 6226.840332
	Iteration 96Q: 3 clusters Score -3.622687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279705 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -36226876.000000 Penalty: 6226.840332
	Iteration 97Q: 3 clusters Score -3.622688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279709 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -36226888.000000 Penalty: 6226.840332
	Iteration 98Q: 3 clusters Score -3.622689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279714 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -36226876.000000 Penalty: 6226.840332
	Iteration 99Q: 3 clusters Score -3.622688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279718 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -36226856.000000 Penalty: 6226.840332
	Iteration 100F: 3 clusters Score -3.622686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279719 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -36226868.000000 Penalty: 6226.840332
	Iteration 101Q: 3 clusters Score -3.622687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279721 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -36226872.000000 Penalty: 6226.840332
	Iteration 102Q: 3 clusters Score -3.622687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279721 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -36226872.000000 Penalty: 6226.840332
	Iteration 103F: 3 clusters Score -3.622687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (208221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208221 members 
Entering Unmasked Estep 
Score: -27023752.000000 Penalty: 3037.095947
	Iteration 0F: 2 clusters Score -2.702375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -26919850.000000 Penalty: 6074.191895
	Iteration 0F: 3 clusters Score -2.691985e+07 nChanged 100138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -26978252.000000 Penalty: 6074.191895
	Iteration 1F: 3 clusters Score -2.697825e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -26979330.000000 Penalty: 6074.191895
	Iteration 2Q: 3 clusters Score -2.697933e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -26980886.000000 Penalty: 6074.191895
	Iteration 3Q: 3 clusters Score -2.698089e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -26982782.000000 Penalty: 6074.191895
	Iteration 4Q: 3 clusters Score -2.698278e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -26984994.000000 Penalty: 6074.191895
	Iteration 5Q: 3 clusters Score -2.698499e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
Score: -26987652.000000 Penalty: 6074.191895
	Iteration 6Q: 3 clusters Score -2.698765e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -26991336.000000 Penalty: 6074.191895
	Iteration 7Q: 3 clusters Score -2.699134e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -26995750.000000 Penalty: 6074.191895
	Iteration 8Q: 3 clusters Score -2.699575e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -27001020.000000 Penalty: 6074.191895
	Iteration 9F: 3 clusters Score -2.700102e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -27007366.000000 Penalty: 6074.191895
	Iteration 10F: 3 clusters Score -2.700737e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -27013950.000000 Penalty: 6074.191895
	Iteration 11Q: 3 clusters Score -2.701395e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -27019962.000000 Penalty: 6074.191895
	Iteration 12Q: 3 clusters Score -2.701996e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -27023108.000000 Penalty: 6074.191895
	Iteration 13Q: 3 clusters Score -2.702311e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -27024124.000000 Penalty: 6074.191895
	Iteration 14Q: 3 clusters Score -2.702412e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -27024786.000000 Penalty: 6074.191895
	Iteration 15Q: 3 clusters Score -2.702479e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 153763 members 
Entering Unmasked Estep 
Score: -27025576.000000 Penalty: 6074.191895
	Iteration 16Q: 3 clusters Score -2.702558e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 156083 members 
Entering Unmasked Estep 
Score: -27026288.000000 Penalty: 6074.191895
	Iteration 17Q: 3 clusters Score -2.702629e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -27027046.000000 Penalty: 6074.191895
	Iteration 18Q: 3 clusters Score -2.702705e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -27027838.000000 Penalty: 6074.191895
	Iteration 19Q: 3 clusters Score -2.702784e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -27028970.000000 Penalty: 6074.191895
	Iteration 20F: 3 clusters Score -2.702897e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -27030266.000000 Penalty: 6074.191895
	Iteration 21Q: 3 clusters Score -2.703027e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -27031042.000000 Penalty: 6074.191895
	Iteration 22Q: 3 clusters Score -2.703104e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 178524 members 
Entering Unmasked Estep 
Score: -27031142.000000 Penalty: 6074.191895
	Iteration 23Q: 3 clusters Score -2.703114e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 185047 members 
Entering Unmasked Estep 
Score: -27029618.000000 Penalty: 6074.191895
	Iteration 24Q: 3 clusters Score -2.702962e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
Score: -27027290.000000 Penalty: 6074.191895
	Iteration 25Q: 3 clusters Score -2.702729e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 197570 members 
Entering Unmasked Estep 
Score: -27025220.000000 Penalty: 6074.191895
	Iteration 26Q: 3 clusters Score -2.702522e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -27023542.000000 Penalty: 6074.191895
	Iteration 27Q: 3 clusters Score -2.702354e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 204385 members 
Entering Unmasked Estep 
Score: -27022506.000000 Penalty: 6074.191895
	Iteration 28Q: 3 clusters Score -2.702251e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 205959 members 
Entering Unmasked Estep 
Score: -27021826.000000 Penalty: 6074.191895
	Iteration 29Q: 3 clusters Score -2.702183e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 206836 members 
Entering Unmasked Estep 
Score: -27021452.000000 Penalty: 6074.191895
	Iteration 30Q: 3 clusters Score -2.702145e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 207312 members 
Entering Unmasked Estep 
Score: -27021354.000000 Penalty: 6074.191895
	Iteration 31Q: 3 clusters Score -2.702135e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 207552 members 
Entering Unmasked Estep 
Score: -27021256.000000 Penalty: 6074.191895
	Iteration 32Q: 3 clusters Score -2.702126e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 207673 members 
Entering Unmasked Estep 
Score: -27021324.000000 Penalty: 6074.191895
	Iteration 33Q: 3 clusters Score -2.702132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 207745 members 
Entering Unmasked Estep 
Score: -27021330.000000 Penalty: 6074.191895
	Iteration 34Q: 3 clusters Score -2.702133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -27021342.000000 Penalty: 6074.191895
	Iteration 35Q: 3 clusters Score -2.702134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 207825 members 
Entering Unmasked Estep 
Score: -27021344.000000 Penalty: 6074.191895
	Iteration 36Q: 3 clusters Score -2.702134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207846 members 
Entering Unmasked Estep 
Score: -27021308.000000 Penalty: 6074.191895
	Iteration 37Q: 3 clusters Score -2.702131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -27021300.000000 Penalty: 6074.191895
	Iteration 38Q: 3 clusters Score -2.70213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 207867 members 
Entering Unmasked Estep 
Score: -27021310.000000 Penalty: 6074.191895
	Iteration 39Q: 3 clusters Score -2.702131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 207877 members 
Entering Unmasked Estep 
Score: -27021300.000000 Penalty: 6074.191895
	Iteration 40F: 3 clusters Score -2.70213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 207878 members 
Entering Unmasked Estep 
Score: -27021296.000000 Penalty: 6074.191895
	Iteration 41Q: 3 clusters Score -2.70213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207879 members 
Entering Unmasked Estep 
Score: -27021300.000000 Penalty: 6074.191895
	Iteration 42Q: 3 clusters Score -2.70213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207879 members 
Entering Unmasked Estep 
Score: -27021300.000000 Penalty: 6074.191895
	Iteration 43F: 3 clusters Score -2.70213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Entering Unmasked Estep 
Score: -4398861.000000 Penalty: 2591.187744
	Iteration 0F: 2 clusters Score -4398861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4375441.500000 Penalty: 5182.375488
	Iteration 0F: 3 clusters Score -4375442 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4384081.500000 Penalty: 5182.375488
	Iteration 1F: 3 clusters Score -4384082 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4385015.500000 Penalty: 5182.375488
	Iteration 2F: 3 clusters Score -4385016 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4386142.500000 Penalty: 5182.375488
	Iteration 3F: 3 clusters Score -4386142 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4387443.500000 Penalty: 5182.375488
	Iteration 4F: 3 clusters Score -4387444 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4388869.000000 Penalty: 5182.375488
	Iteration 5F: 3 clusters Score -4388869 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4390363.500000 Penalty: 5182.375488
	Iteration 6F: 3 clusters Score -4390364 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4391780.500000 Penalty: 5182.375488
	Iteration 7F: 3 clusters Score -4391780 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4392931.500000 Penalty: 5182.375488
	Iteration 8F: 3 clusters Score -4392932 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4393610.000000 Penalty: 5182.375488
	Iteration 9Q: 3 clusters Score -4393610 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4394011.500000 Penalty: 5182.375488
	Iteration 10Q: 3 clusters Score -4394012 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4394253.000000 Penalty: 5182.375488
	Iteration 11Q: 3 clusters Score -4394253 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4394411.500000 Penalty: 5182.375488
	Iteration 12Q: 3 clusters Score -4394412 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4394499.000000 Penalty: 5182.375488
	Iteration 13Q: 3 clusters Score -4394499 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4394589.000000 Penalty: 5182.375488
	Iteration 14Q: 3 clusters Score -4394589 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4394627.000000 Penalty: 5182.375488
	Iteration 15Q: 3 clusters Score -4394627 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4394674.500000 Penalty: 5182.375488
	Iteration 16Q: 3 clusters Score -4394674 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4394718.500000 Penalty: 5182.375488
	Iteration 17Q: 3 clusters Score -4394718 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4394786.000000 Penalty: 5182.375488
	Iteration 18Q: 3 clusters Score -4394786 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4394860.500000 Penalty: 5182.375488
	Iteration 19Q: 3 clusters Score -4394860 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4394962.000000 Penalty: 5182.375488
	Iteration 20F: 3 clusters Score -4394962 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4395053.500000 Penalty: 5182.375488
	Iteration 21Q: 3 clusters Score -4395054 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4395119.500000 Penalty: 5182.375488
	Iteration 22Q: 3 clusters Score -4395120 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4395204.000000 Penalty: 5182.375488
	Iteration 23Q: 3 clusters Score -4395204 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4395290.000000 Penalty: 5182.375488
	Iteration 24Q: 3 clusters Score -4395290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4395370.500000 Penalty: 5182.375488
	Iteration 25Q: 3 clusters Score -4395370 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4395440.500000 Penalty: 5182.375488
	Iteration 26Q: 3 clusters Score -4395440 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4395503.000000 Penalty: 5182.375488
	Iteration 27Q: 3 clusters Score -4395503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4395540.000000 Penalty: 5182.375488
	Iteration 28Q: 3 clusters Score -4395540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -4395578.000000 Penalty: 5182.375488
	Iteration 29Q: 3 clusters Score -4395578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4395633.000000 Penalty: 5182.375488
	Iteration 30Q: 3 clusters Score -4395633 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4395664.500000 Penalty: 5182.375488
	Iteration 31Q: 3 clusters Score -4395664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -4395663.500000 Penalty: 5182.375488
	Iteration 32Q: 3 clusters Score -4395664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4395690.000000 Penalty: 5182.375488
	Iteration 33Q: 3 clusters Score -4395690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4395724.000000 Penalty: 5182.375488
	Iteration 34Q: 3 clusters Score -4395724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4395744.000000 Penalty: 5182.375488
	Iteration 35Q: 3 clusters Score -4395744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4395763.000000 Penalty: 5182.375488
	Iteration 36Q: 3 clusters Score -4395763 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4395778.000000 Penalty: 5182.375488
	Iteration 37Q: 3 clusters Score -4395778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4395797.000000 Penalty: 5182.375488
	Iteration 38Q: 3 clusters Score -4395797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4395791.500000 Penalty: 5182.375488
	Iteration 39Q: 3 clusters Score -4395792 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4395798.000000 Penalty: 5182.375488
	Iteration 40F: 3 clusters Score -4395798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4395803.000000 Penalty: 5182.375488
	Iteration 41Q: 3 clusters Score -4395803 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4395823.000000 Penalty: 5182.375488
	Iteration 42Q: 3 clusters Score -4395823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4395851.000000 Penalty: 5182.375488
	Iteration 43Q: 3 clusters Score -4395851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4395865.000000 Penalty: 5182.375488
	Iteration 44Q: 3 clusters Score -4395865 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4395907.500000 Penalty: 5182.375488
	Iteration 45Q: 3 clusters Score -4395908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4395931.000000 Penalty: 5182.375488
	Iteration 46Q: 3 clusters Score -4395931 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4396062.500000 Penalty: 5182.375488
	Iteration 47Q: 3 clusters Score -4396062 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4396241.000000 Penalty: 5182.375488
	Iteration 48Q: 3 clusters Score -4396241 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4396518.000000 Penalty: 5182.375488
	Iteration 49Q: 3 clusters Score -4396518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4396877.500000 Penalty: 5182.375488
	Iteration 50Q: 3 clusters Score -4396878 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4397170.500000 Penalty: 5182.375488
	Iteration 51Q: 3 clusters Score -4397170 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4397432.000000 Penalty: 5182.375488
	Iteration 52Q: 3 clusters Score -4397432 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4397607.000000 Penalty: 5182.375488
	Iteration 53Q: 3 clusters Score -4397607 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4397750.500000 Penalty: 5182.375488
	Iteration 54Q: 3 clusters Score -4397750 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4397812.500000 Penalty: 5182.375488
	Iteration 55Q: 3 clusters Score -4397812 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4397884.000000 Penalty: 5182.375488
	Iteration 56Q: 3 clusters Score -4397884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4397920.500000 Penalty: 5182.375488
	Iteration 57Q: 3 clusters Score -4397920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4397978.000000 Penalty: 5182.375488
	Iteration 58Q: 3 clusters Score -4397978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4398009.500000 Penalty: 5182.375488
	Iteration 59Q: 3 clusters Score -4398010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4398025.000000 Penalty: 5182.375488
	Iteration 60F: 3 clusters Score -4398025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4398038.500000 Penalty: 5182.375488
	Iteration 61Q: 3 clusters Score -4398038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4398045.000000 Penalty: 5182.375488
	Iteration 62Q: 3 clusters Score -4398045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4398045.500000 Penalty: 5182.375488
	Iteration 63Q: 3 clusters Score -4398046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4398046.500000 Penalty: 5182.375488
	Iteration 64Q: 3 clusters Score -4398046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4398055.500000 Penalty: 5182.375488
	Iteration 65Q: 3 clusters Score -4398056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4398057.000000 Penalty: 5182.375488
	Iteration 66Q: 3 clusters Score -4398057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4398066.500000 Penalty: 5182.375488
	Iteration 67Q: 3 clusters Score -4398066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4398076.000000 Penalty: 5182.375488
	Iteration 68Q: 3 clusters Score -4398076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4398072.500000 Penalty: 5182.375488
	Iteration 69Q: 3 clusters Score -4398072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4398093.500000 Penalty: 5182.375488
	Iteration 70Q: 3 clusters Score -4398094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4398096.000000 Penalty: 5182.375488
	Iteration 71Q: 3 clusters Score -4398096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4398094.500000 Penalty: 5182.375488
	Iteration 72Q: 3 clusters Score -4398094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4398094.500000 Penalty: 5182.375488
	Iteration 73Q: 3 clusters Score -4398094 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4398104.500000 Penalty: 5182.375488
	Iteration 74Q: 3 clusters Score -4398104 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4398100.500000 Penalty: 5182.375488
	Iteration 75Q: 3 clusters Score -4398100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4398100.500000 Penalty: 5182.375488
	Iteration 76Q: 3 clusters Score -4398100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4398100 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4398094 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4398103.500000 Penalty: 5182.375488
	Iteration 79Q: 3 clusters Score -4398104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4398109.000000 Penalty: 5182.375488
	Iteration 80F: 3 clusters Score -4398109 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4398113.000000 Penalty: 5182.375488
	Iteration 81Q: 3 clusters Score -4398113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4398102.000000 Penalty: 5182.375488
	Iteration 82Q: 3 clusters Score -4398102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4398100 nChanged 17
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Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4398102 nChanged 19
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Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4398108 nChanged 21
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4398110 nChanged 15
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Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4398103.000000 Penalty: 5182.375488
	Iteration 87Q: 3 clusters Score -4398103 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19045 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4398114 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4398113 nChanged 19
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Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4398116.500000 Penalty: 5182.375488
	Iteration 90Q: 3 clusters Score -4398116 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4398113.500000 Penalty: 5182.375488
	Iteration 91Q: 3 clusters Score -4398114 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4398119.500000 Penalty: 5182.375488
	Iteration 92Q: 3 clusters Score -4398120 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19123 members 
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Entering Unmasked Estep 
Score: -4398116.500000 Penalty: 5182.375488
	Iteration 93Q: 3 clusters Score -4398116 nChanged 20
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Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4398115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4398116 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19179 members 
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Entering Unmasked Estep 
Score: -4398125.000000 Penalty: 5182.375488
	Iteration 96Q: 3 clusters Score -4398125 nChanged 8
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Mstep: Class 1 contains 19187 members 
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Entering Unmasked Estep 
Score: -4398129.000000 Penalty: 5182.375488
	Iteration 97Q: 3 clusters Score -4398129 nChanged 4
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Entering Unmasked Estep 
Score: -4398120.500000 Penalty: 5182.375488
	Iteration 98Q: 3 clusters Score -4398120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4398124.000000 Penalty: 5182.375488
	Iteration 99Q: 3 clusters Score -4398124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4398128.000000 Penalty: 5182.375488
	Iteration 100F: 3 clusters Score -4398128 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4398129.500000 Penalty: 5182.375488
	Iteration 101Q: 3 clusters Score -4398130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4398134.000000 Penalty: 5182.375488
	Iteration 102Q: 3 clusters Score -4398134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4398136.500000 Penalty: 5182.375488
	Iteration 103Q: 3 clusters Score -4398136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4398136.000000 Penalty: 5182.375488
	Iteration 104Q: 3 clusters Score -4398136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4398134.500000 Penalty: 5182.375488
	Iteration 105Q: 3 clusters Score -4398134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4398135.500000 Penalty: 5182.375488
	Iteration 106Q: 3 clusters Score -4398136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4398136.500000 Penalty: 5182.375488
	Iteration 107Q: 3 clusters Score -4398136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4398136.000000 Penalty: 5182.375488
	Iteration 108Q: 3 clusters Score -4398136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4398143.000000 Penalty: 5182.375488
	Iteration 109Q: 3 clusters Score -4398143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4398136.000000 Penalty: 5182.375488
	Iteration 110Q: 3 clusters Score -4398136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4398137.000000 Penalty: 5182.375488
	Iteration 111Q: 3 clusters Score -4398137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4398141.000000 Penalty: 5182.375488
	Iteration 112Q: 3 clusters Score -4398141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4398140.000000 Penalty: 5182.375488
	Iteration 113Q: 3 clusters Score -4398140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4398138.500000 Penalty: 5182.375488
	Iteration 114Q: 3 clusters Score -4398138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4398134.500000 Penalty: 5182.375488
	Iteration 115Q: 3 clusters Score -4398134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4398135.000000 Penalty: 5182.375488
	Iteration 116Q: 3 clusters Score -4398135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4398135.000000 Penalty: 5182.375488
	Iteration 117F: 3 clusters Score -4398135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Entering Unmasked Estep 
Score: -7001956.000000 Penalty: 2715.164062
	Iteration 0F: 2 clusters Score -7001956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6963854.000000 Penalty: 5430.328125
	Iteration 0F: 3 clusters Score -6963854 nChanged 26476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6978820.500000 Penalty: 5430.328125
	Iteration 1F: 3 clusters Score -6978820 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6980237.500000 Penalty: 5430.328125
	Iteration 2Q: 3 clusters Score -6980238 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6982362.500000 Penalty: 5430.328125
	Iteration 3F: 3 clusters Score -6982362 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -6984986.500000 Penalty: 5430.328125
	Iteration 4F: 3 clusters Score -6984986 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6987243.500000 Penalty: 5430.328125
	Iteration 5F: 3 clusters Score -6987244 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6989036.500000 Penalty: 5430.328125
	Iteration 6F: 3 clusters Score -6989036 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -6990452.500000 Penalty: 5430.328125
	Iteration 7F: 3 clusters Score -6990452 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -6991850.500000 Penalty: 5430.328125
	Iteration 8F: 3 clusters Score -6991850 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -6993653.500000 Penalty: 5430.328125
	Iteration 9F: 3 clusters Score -6993654 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -6995851.500000 Penalty: 5430.328125
	Iteration 10F: 3 clusters Score -6995852 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6998597.000000 Penalty: 5430.328125
	Iteration 11F: 3 clusters Score -6998597 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -7001131.500000 Penalty: 5430.328125
	Iteration 12Q: 3 clusters Score -7001132 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7002667.000000 Penalty: 5430.328125
	Iteration 13Q: 3 clusters Score -7002667 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7003377.500000 Penalty: 5430.328125
	Iteration 14Q: 3 clusters Score -7003378 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7003743.500000 Penalty: 5430.328125
	Iteration 15Q: 3 clusters Score -7003744 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7003950.000000 Penalty: 5430.328125
	Iteration 16Q: 3 clusters Score -7003950 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7004039.500000 Penalty: 5430.328125
	Iteration 17Q: 3 clusters Score -7004040 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7004093.500000 Penalty: 5430.328125
	Iteration 18Q: 3 clusters Score -7004094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7004139.500000 Penalty: 5430.328125
	Iteration 19Q: 3 clusters Score -7004140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7004180.500000 Penalty: 5430.328125
	Iteration 20F: 3 clusters Score -7004180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7004198.000000 Penalty: 5430.328125
	Iteration 21Q: 3 clusters Score -7004198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7004221.000000 Penalty: 5430.328125
	Iteration 22Q: 3 clusters Score -7004221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7004232.000000 Penalty: 5430.328125
	Iteration 23Q: 3 clusters Score -7004232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7004245.000000 Penalty: 5430.328125
	Iteration 24Q: 3 clusters Score -7004245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7004251.500000 Penalty: 5430.328125
	Iteration 25Q: 3 clusters Score -7004252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7004253.000000 Penalty: 5430.328125
	Iteration 26Q: 3 clusters Score -7004253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7004239.000000 Penalty: 5430.328125
	Iteration 27Q: 3 clusters Score -7004239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7004244.000000 Penalty: 5430.328125
	Iteration 28Q: 3 clusters Score -7004244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7004246.000000 Penalty: 5430.328125
	Iteration 29Q: 3 clusters Score -7004246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7004248.500000 Penalty: 5430.328125
	Iteration 30Q: 3 clusters Score -7004248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7004245.500000 Penalty: 5430.328125
	Iteration 31Q: 3 clusters Score -7004246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7004254.000000 Penalty: 5430.328125
	Iteration 32Q: 3 clusters Score -7004254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7004255.500000 Penalty: 5430.328125
	Iteration 33Q: 3 clusters Score -7004256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7004255.500000 Penalty: 5430.328125
	Iteration 34F: 3 clusters Score -7004256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 283258 members 
Mstep: Class 2 contains 208221 members 
Mstep: Class 3 contains 34487 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 199382 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 156772 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 120996 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 14 contains 168233 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 24 contains 4871 members 
Entering Unmasked Estep 
Score: -166362848.000000 Penalty: 59405.718750
Splitting cluster 4 changes total score from -166361888.000000 to -166362848.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (199382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199382 members 
Entering Unmasked Estep 
Score: -25602892.000000 Penalty: 3026.338623
	Iteration 0F: 2 clusters Score -2.560289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -25475022.000000 Penalty: 6052.677246
	Iteration 0F: 3 clusters Score -2.547502e+07 nChanged 96259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -25531558.000000 Penalty: 6052.677246
	Iteration 1F: 3 clusters Score -2.553156e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -25533546.000000 Penalty: 6052.677246
	Iteration 2Q: 3 clusters Score -2.553355e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -25536600.000000 Penalty: 6052.677246
	Iteration 3Q: 3 clusters Score -2.55366e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 125435 members 
Entering Unmasked Estep 
Score: -25541888.000000 Penalty: 6052.677246
	Iteration 4F: 3 clusters Score -2.554189e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -25551264.000000 Penalty: 6052.677246
	Iteration 5F: 3 clusters Score -2.555126e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -25564768.000000 Penalty: 6052.677246
	Iteration 6F: 3 clusters Score -2.556477e+07 nChanged 15751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -25579464.000000 Penalty: 6052.677246
	Iteration 7F: 3 clusters Score -2.557946e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 180738 members 
Entering Unmasked Estep 
Score: -25589362.000000 Penalty: 6052.677246
	Iteration 8F: 3 clusters Score -2.558936e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -25595206.000000 Penalty: 6052.677246
	Iteration 9Q: 3 clusters Score -2.559521e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 192290 members 
Entering Unmasked Estep 
Score: -25597838.000000 Penalty: 6052.677246
	Iteration 10Q: 3 clusters Score -2.559784e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 194586 members 
Entering Unmasked Estep 
Score: -25599012.000000 Penalty: 6052.677246
	Iteration 11Q: 3 clusters Score -2.559901e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -25599646.000000 Penalty: 6052.677246
	Iteration 12Q: 3 clusters Score -2.559965e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 196641 members 
Entering Unmasked Estep 
Score: -25599938.000000 Penalty: 6052.677246
	Iteration 13Q: 3 clusters Score -2.559994e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 197082 members 
Entering Unmasked Estep 
Score: -25600044.000000 Penalty: 6052.677246
	Iteration 14Q: 3 clusters Score -2.560004e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 197355 members 
Entering Unmasked Estep 
Score: -25600148.000000 Penalty: 6052.677246
	Iteration 15Q: 3 clusters Score -2.560015e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 197568 members 
Entering Unmasked Estep 
Score: -25600244.000000 Penalty: 6052.677246
	Iteration 16Q: 3 clusters Score -2.560024e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 197729 members 
Entering Unmasked Estep 
Score: -25600298.000000 Penalty: 6052.677246
	Iteration 17Q: 3 clusters Score -2.56003e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 197838 members 
Entering Unmasked Estep 
Score: -25600358.000000 Penalty: 6052.677246
	Iteration 18Q: 3 clusters Score -2.560036e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 197926 members 
Entering Unmasked Estep 
Score: -25600396.000000 Penalty: 6052.677246
	Iteration 19Q: 3 clusters Score -2.56004e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 198009 members 
Entering Unmasked Estep 
Score: -25600440.000000 Penalty: 6052.677246
	Iteration 20F: 3 clusters Score -2.560044e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 198070 members 
Entering Unmasked Estep 
Score: -25600462.000000 Penalty: 6052.677246
	Iteration 21Q: 3 clusters Score -2.560046e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 198121 members 
Entering Unmasked Estep 
Score: -25600492.000000 Penalty: 6052.677246
	Iteration 22Q: 3 clusters Score -2.560049e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 198155 members 
Entering Unmasked Estep 
Score: -25600516.000000 Penalty: 6052.677246
	Iteration 23Q: 3 clusters Score -2.560052e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 198170 members 
Entering Unmasked Estep 
Score: -25600522.000000 Penalty: 6052.677246
	Iteration 24Q: 3 clusters Score -2.560052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 198190 members 
Entering Unmasked Estep 
Score: -25600528.000000 Penalty: 6052.677246
	Iteration 25Q: 3 clusters Score -2.560053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 198209 members 
Entering Unmasked Estep 
Score: -25600554.000000 Penalty: 6052.677246
	Iteration 26Q: 3 clusters Score -2.560055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 198214 members 
Entering Unmasked Estep 
Score: -25600550.000000 Penalty: 6052.677246
	Iteration 27Q: 3 clusters Score -2.560055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 198224 members 
Entering Unmasked Estep 
Score: -25600550.000000 Penalty: 6052.677246
	Iteration 28Q: 3 clusters Score -2.560055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 198237 members 
Entering Unmasked Estep 
Score: -25600542.000000 Penalty: 6052.677246
	Iteration 29Q: 3 clusters Score -2.560054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 198249 members 
Entering Unmasked Estep 
Score: -25600554.000000 Penalty: 6052.677246
	Iteration 30Q: 3 clusters Score -2.560055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 198265 members 
Entering Unmasked Estep 
Score: -25600546.000000 Penalty: 6052.677246
	Iteration 31Q: 3 clusters Score -2.560055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 198279 members 
Entering Unmasked Estep 
Score: -25600556.000000 Penalty: 6052.677246
	Iteration 32Q: 3 clusters Score -2.560056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -25600572.000000 Penalty: 6052.677246
	Iteration 33Q: 3 clusters Score -2.560057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 198299 members 
Entering Unmasked Estep 
Score: -25600554.000000 Penalty: 6052.677246
	Iteration 34Q: 3 clusters Score -2.560055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -25600548.000000 Penalty: 6052.677246
	Iteration 35Q: 3 clusters Score -2.560055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 198308 members 
Entering Unmasked Estep 
Score: -25600552.000000 Penalty: 6052.677246
	Iteration 36Q: 3 clusters Score -2.560055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 198313 members 
Entering Unmasked Estep 
Score: -25600574.000000 Penalty: 6052.677246
	Iteration 37Q: 3 clusters Score -2.560057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 198318 members 
Entering Unmasked Estep 
Score: -25600556.000000 Penalty: 6052.677246
	Iteration 38Q: 3 clusters Score -2.560056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 198322 members 
Entering Unmasked Estep 
Score: -25600570.000000 Penalty: 6052.677246
	Iteration 39Q: 3 clusters Score -2.560057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 198326 members 
Entering Unmasked Estep 
Score: -25600590.000000 Penalty: 6052.677246
	Iteration 40F: 3 clusters Score -2.560059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 198333 members 
Entering Unmasked Estep 
Score: -25600610.000000 Penalty: 6052.677246
	Iteration 41Q: 3 clusters Score -2.560061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 198344 members 
Entering Unmasked Estep 
Score: -25600616.000000 Penalty: 6052.677246
	Iteration 42Q: 3 clusters Score -2.560062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 198356 members 
Entering Unmasked Estep 
Score: -25600600.000000 Penalty: 6052.677246
	Iteration 43Q: 3 clusters Score -2.56006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 198364 members 
Entering Unmasked Estep 
Score: -25600620.000000 Penalty: 6052.677246
	Iteration 44Q: 3 clusters Score -2.560062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 198372 members 
Entering Unmasked Estep 
Score: -25600622.000000 Penalty: 6052.677246
	Iteration 45Q: 3 clusters Score -2.560062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 198382 members 
Entering Unmasked Estep 
Score: -25600658.000000 Penalty: 6052.677246
	Iteration 46Q: 3 clusters Score -2.560066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -25600628.000000 Penalty: 6052.677246
	Iteration 47Q: 3 clusters Score -2.560063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 198397 members 
Entering Unmasked Estep 
Score: -25600636.000000 Penalty: 6052.677246
	Iteration 48Q: 3 clusters Score -2.560064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 198408 members 
Entering Unmasked Estep 
Score: -25600634.000000 Penalty: 6052.677246
	Iteration 49Q: 3 clusters Score -2.560063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -25600628.000000 Penalty: 6052.677246
	Iteration 50Q: 3 clusters Score -2.560063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -25600640.000000 Penalty: 6052.677246
	Iteration 51Q: 3 clusters Score -2.560064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -25600638.000000 Penalty: 6052.677246
	Iteration 52Q: 3 clusters Score -2.560064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -25600636.000000 Penalty: 6052.677246
	Iteration 53Q: 3 clusters Score -2.560064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -25600636.000000 Penalty: 6052.677246
	Iteration 54F: 3 clusters Score -2.560064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -288165.156250 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -288165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -285321.218750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -285321.2 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287738.718750 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -287738.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -289048.187500 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -289048.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -290549.093750 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -290549.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -291296.968750 Penalty: 3947.627686
	Iteration 4F: 3 clusters Score -291297 nChanged 115
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: -291746.125000 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -291746.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -292016.906250 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -292016.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -292066.968750 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -292067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -292099.312500 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -292099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -292127.031250 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -292127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -292129.562500 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -292129.6 nChanged 1
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: -292130.656250 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -292130.7 nChanged 0
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: -292130.656250 Penalty: 3947.627686
	Iteration 12F: 3 clusters Score -292130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 283258 members 
Mstep: Class 2 contains 208221 members 
Mstep: Class 3 contains 34487 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 199382 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 156772 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 120996 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 14 contains 168233 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 24 contains 4871 members 
Entering Unmasked Estep 
Score: -166365216.000000 Penalty: 62900.175781
Splitting cluster 6 changes total score from -166361888.000000 to -166365216.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (156772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Entering Unmasked Estep 
Score: -20291522.000000 Penalty: 2966.711914
	Iteration 0F: 2 clusters Score -2.029152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -20187560.000000 Penalty: 5933.423828
	Iteration 0F: 3 clusters Score -2.018756e+07 nChanged 74888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -20231542.000000 Penalty: 5933.423828
	Iteration 1F: 3 clusters Score -2.023154e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -20232886.000000 Penalty: 5933.423828
	Iteration 2Q: 3 clusters Score -2.023289e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -20234640.000000 Penalty: 5933.423828
	Iteration 3Q: 3 clusters Score -2.023464e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -20237562.000000 Penalty: 5933.423828
	Iteration 4Q: 3 clusters Score -2.023756e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -20242268.000000 Penalty: 5933.423828
	Iteration 5F: 3 clusters Score -2.024227e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -20250254.000000 Penalty: 5933.423828
	Iteration 6F: 3 clusters Score -2.025025e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -20260812.000000 Penalty: 5933.423828
	Iteration 7F: 3 clusters Score -2.026081e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -20271570.000000 Penalty: 5933.423828
	Iteration 8F: 3 clusters Score -2.027157e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 139299 members 
Entering Unmasked Estep 
Score: -20279888.000000 Penalty: 5933.423828
	Iteration 9F: 3 clusters Score -2.027989e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 143612 members 
Entering Unmasked Estep 
Score: -20284592.000000 Penalty: 5933.423828
	Iteration 10Q: 3 clusters Score -2.028459e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -20286820.000000 Penalty: 5933.423828
	Iteration 11Q: 3 clusters Score -2.028682e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 147072 members 
Entering Unmasked Estep 
Score: -20287748.000000 Penalty: 5933.423828
	Iteration 12Q: 3 clusters Score -2.028775e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -20288250.000000 Penalty: 5933.423828
	Iteration 13Q: 3 clusters Score -2.028825e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -20288580.000000 Penalty: 5933.423828
	Iteration 14Q: 3 clusters Score -2.028858e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -20288840.000000 Penalty: 5933.423828
	Iteration 15Q: 3 clusters Score -2.028884e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -20288974.000000 Penalty: 5933.423828
	Iteration 16Q: 3 clusters Score -2.028897e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -20289098.000000 Penalty: 5933.423828
	Iteration 17Q: 3 clusters Score -2.02891e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -20289180.000000 Penalty: 5933.423828
	Iteration 18Q: 3 clusters Score -2.028918e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -20289270.000000 Penalty: 5933.423828
	Iteration 19Q: 3 clusters Score -2.028927e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 152018 members 
Entering Unmasked Estep 
Score: -20289292.000000 Penalty: 5933.423828
	Iteration 20F: 3 clusters Score -2.028929e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -20289352.000000 Penalty: 5933.423828
	Iteration 21Q: 3 clusters Score -2.028935e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -20289398.000000 Penalty: 5933.423828
	Iteration 22Q: 3 clusters Score -2.02894e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -20289428.000000 Penalty: 5933.423828
	Iteration 23Q: 3 clusters Score -2.028943e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -20289482.000000 Penalty: 5933.423828
	Iteration 24Q: 3 clusters Score -2.028948e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -20289504.000000 Penalty: 5933.423828
	Iteration 25Q: 3 clusters Score -2.02895e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -20289540.000000 Penalty: 5933.423828
	Iteration 26Q: 3 clusters Score -2.028954e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -20289552.000000 Penalty: 5933.423828
	Iteration 27Q: 3 clusters Score -2.028955e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -20289596.000000 Penalty: 5933.423828
	Iteration 28Q: 3 clusters Score -2.02896e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -20289624.000000 Penalty: 5933.423828
	Iteration 29Q: 3 clusters Score -2.028962e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -20289612.000000 Penalty: 5933.423828
	Iteration 30Q: 3 clusters Score -2.028961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -20289622.000000 Penalty: 5933.423828
	Iteration 31Q: 3 clusters Score -2.028962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 153963 members 
Entering Unmasked Estep 
Score: -20289608.000000 Penalty: 5933.423828
	Iteration 32Q: 3 clusters Score -2.028961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 154018 members 
Entering Unmasked Estep 
Score: -20289612.000000 Penalty: 5933.423828
	Iteration 33Q: 3 clusters Score -2.028961e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -20289644.000000 Penalty: 5933.423828
	Iteration 34Q: 3 clusters Score -2.028964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -20289634.000000 Penalty: 5933.423828
	Iteration 35Q: 3 clusters Score -2.028963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -20289622.000000 Penalty: 5933.423828
	Iteration 36Q: 3 clusters Score -2.028962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -20289628.000000 Penalty: 5933.423828
	Iteration 37Q: 3 clusters Score -2.028963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -20289610.000000 Penalty: 5933.423828
	Iteration 38Q: 3 clusters Score -2.028961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 154212 members 
Entering Unmasked Estep 
Score: -20289606.000000 Penalty: 5933.423828
	Iteration 39Q: 3 clusters Score -2.028961e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -20289618.000000 Penalty: 5933.423828
	Iteration 40F: 3 clusters Score -2.028962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -20289614.000000 Penalty: 5933.423828
	Iteration 41Q: 3 clusters Score -2.028961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -20289636.000000 Penalty: 5933.423828
	Iteration 42Q: 3 clusters Score -2.028964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -20289642.000000 Penalty: 5933.423828
	Iteration 43Q: 3 clusters Score -2.028964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -20289648.000000 Penalty: 5933.423828
	Iteration 44Q: 3 clusters Score -2.028965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -20289656.000000 Penalty: 5933.423828
	Iteration 45Q: 3 clusters Score -2.028966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -20289658.000000 Penalty: 5933.423828
	Iteration 46Q: 3 clusters Score -2.028966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 154440 members 
Entering Unmasked Estep 
Score: -20289644.000000 Penalty: 5933.423828
	Iteration 47Q: 3 clusters Score -2.028964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -20289670.000000 Penalty: 5933.423828
	Iteration 48Q: 3 clusters Score -2.028967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -20289660.000000 Penalty: 5933.423828
	Iteration 49Q: 3 clusters Score -2.028966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -20289674.000000 Penalty: 5933.423828
	Iteration 50Q: 3 clusters Score -2.028967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 154515 members 
Entering Unmasked Estep 
Score: -20289672.000000 Penalty: 5933.423828
	Iteration 51Q: 3 clusters Score -2.028967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -20289662.000000 Penalty: 5933.423828
	Iteration 52Q: 3 clusters Score -2.028966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -20289646.000000 Penalty: 5933.423828
	Iteration 53Q: 3 clusters Score -2.028965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -20289644.000000 Penalty: 5933.423828
	Iteration 54Q: 3 clusters Score -2.028964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -20289668.000000 Penalty: 5933.423828
	Iteration 55Q: 3 clusters Score -2.028967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -20289682.000000 Penalty: 5933.423828
	Iteration 56Q: 3 clusters Score -2.028968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -20289678.000000 Penalty: 5933.423828
	Iteration 57Q: 3 clusters Score -2.028968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 154580 members 
Entering Unmasked Estep 
Score: -20289686.000000 Penalty: 5933.423828
	Iteration 58Q: 3 clusters Score -2.028969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -20289676.000000 Penalty: 5933.423828
	Iteration 59Q: 3 clusters Score -2.028968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -20289666.000000 Penalty: 5933.423828
	Iteration 60F: 3 clusters Score -2.028967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -20289652.000000 Penalty: 5933.423828
	Iteration 61Q: 3 clusters Score -2.028965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -20289650.000000 Penalty: 5933.423828
	Iteration 62Q: 3 clusters Score -2.028965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20289660.000000 Penalty: 5933.423828
	Iteration 63Q: 3 clusters Score -2.028966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 154609 members 
Entering Unmasked Estep 
Score: -20289662.000000 Penalty: 5933.423828
	Iteration 64Q: 3 clusters Score -2.028966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -20289660.000000 Penalty: 5933.423828
	Iteration 65Q: 3 clusters Score -2.028966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -20289660.000000 Penalty: 5933.423828
	Iteration 66F: 3 clusters Score -2.028966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Entering Unmasked Estep 
Score: -4587399.500000 Penalty: 2592.034912
	Iteration 0F: 2 clusters Score -4587400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4563758.000000 Penalty: 5184.069824
	Iteration 0F: 3 clusters Score -4563758 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4572347.500000 Penalty: 5184.069824
	Iteration 1F: 3 clusters Score -4572348 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4572918.000000 Penalty: 5184.069824
	Iteration 2Q: 3 clusters Score -4572918 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5184.069824
	Iteration 3Q: 3 clusters Score -4573634 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4574589.000000 Penalty: 5184.069824
	Iteration 4F: 3 clusters Score -4574589 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4576049.000000 Penalty: 5184.069824
	Iteration 5F: 3 clusters Score -4576049 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4578269.500000 Penalty: 5184.069824
	Iteration 6F: 3 clusters Score -4578270 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4580824.000000 Penalty: 5184.069824
	Iteration 7F: 3 clusters Score -4580824 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4582972.500000 Penalty: 5184.069824
	Iteration 8F: 3 clusters Score -4582972 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4584158.000000 Penalty: 5184.069824
	Iteration 9Q: 3 clusters Score -4584158 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4584674.000000 Penalty: 5184.069824
	Iteration 10Q: 3 clusters Score -4584674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4584864.500000 Penalty: 5184.069824
	Iteration 11Q: 3 clusters Score -4584864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4584952.500000 Penalty: 5184.069824
	Iteration 12Q: 3 clusters Score -4584952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4585012.500000 Penalty: 5184.069824
	Iteration 13Q: 3 clusters Score -4585012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4585040.500000 Penalty: 5184.069824
	Iteration 14Q: 3 clusters Score -4585040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4585046.000000 Penalty: 5184.069824
	Iteration 15Q: 3 clusters Score -4585046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4585046.000000 Penalty: 5184.069824
	Iteration 16Q: 3 clusters Score -4585046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4585056.500000 Penalty: 5184.069824
	Iteration 17Q: 3 clusters Score -4585056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4585062.000000 Penalty: 5184.069824
	Iteration 18Q: 3 clusters Score -4585062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4585078.500000 Penalty: 5184.069824
	Iteration 19Q: 3 clusters Score -4585078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4585087.500000 Penalty: 5184.069824
	Iteration 20F: 3 clusters Score -4585088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4585115.500000 Penalty: 5184.069824
	Iteration 21Q: 3 clusters Score -4585116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4585120.500000 Penalty: 5184.069824
	Iteration 22Q: 3 clusters Score -4585120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4585130.500000 Penalty: 5184.069824
	Iteration 23Q: 3 clusters Score -4585130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4585134.500000 Penalty: 5184.069824
	Iteration 24Q: 3 clusters Score -4585134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4585137.500000 Penalty: 5184.069824
	Iteration 25Q: 3 clusters Score -4585138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4585137.500000 Penalty: 5184.069824
	Iteration 26F: 3 clusters Score -4585138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -519149.187500 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -519149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -515206.843750 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -515206.8 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -516310.281250 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -516310.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -516562.687500 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -516562.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -516744.375000 Penalty: 4129.351562
	Iteration 3F: 3 clusters Score -516744.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -516913.093750 Penalty: 4129.351562
	Iteration 4F: 3 clusters Score -516913.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -517054.218750 Penalty: 4129.351562
	Iteration 5Q: 3 clusters Score -517054.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -517184.656250 Penalty: 4129.351562
	Iteration 6Q: 3 clusters Score -517184.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -517295.406250 Penalty: 4129.351562
	Iteration 7Q: 3 clusters Score -517295.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -517415.468750 Penalty: 4129.351562
	Iteration 8Q: 3 clusters Score -517415.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -517531.875000 Penalty: 4129.351562
	Iteration 9Q: 3 clusters Score -517531.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -517616.812500 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -517616.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -517691.312500 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -517691.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -517760.125000 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -517760.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -517814.156250 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -517814.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -517850.625000 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -517850.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -517882.875000 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -517882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -517908.500000 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -517908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -517922.500000 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -517922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -517936.937500 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -517936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -517947.843750 Penalty: 4129.351562
	Iteration 19Q: 3 clusters Score -517947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -517957.093750 Penalty: 4129.351562
	Iteration 20F: 3 clusters Score -517957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -517968.343750 Penalty: 4129.351562
	Iteration 21Q: 3 clusters Score -517968.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -517974.812500 Penalty: 4129.351562
	Iteration 22Q: 3 clusters Score -517974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -517980.750000 Penalty: 4129.351562
	Iteration 23Q: 3 clusters Score -517980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -517983.625000 Penalty: 4129.351562
	Iteration 24Q: 3 clusters Score -517983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -517986.406250 Penalty: 4129.351562
	Iteration 25Q: 3 clusters Score -517986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -517990.875000 Penalty: 4129.351562
	Iteration 26Q: 3 clusters Score -517990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -517991.500000 Penalty: 4129.351562
	Iteration 27Q: 3 clusters Score -517991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -517991.500000 Penalty: 4129.351562
	Iteration 28F: 3 clusters Score -517991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (120996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Entering Unmasked Estep 
Score: -15628493.000000 Penalty: 2902.471191
	Iteration 0F: 2 clusters Score -1.562849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -15547569.000000 Penalty: 5804.942383
	Iteration 0F: 3 clusters Score -1.554757e+07 nChanged 57486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -15581044.000000 Penalty: 5804.942383
	Iteration 1F: 3 clusters Score -1.558104e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -15582437.000000 Penalty: 5804.942383
	Iteration 2Q: 3 clusters Score -1.558244e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -15584384.000000 Penalty: 5804.942383
	Iteration 3Q: 3 clusters Score -1.558438e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -15587130.000000 Penalty: 5804.942383
	Iteration 4Q: 3 clusters Score -1.558713e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -15590986.000000 Penalty: 5804.942383
	Iteration 5F: 3 clusters Score -1.559099e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -15596473.000000 Penalty: 5804.942383
	Iteration 6F: 3 clusters Score -1.559647e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -15603672.000000 Penalty: 5804.942383
	Iteration 7F: 3 clusters Score -1.560367e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -15611172.000000 Penalty: 5804.942383
	Iteration 8F: 3 clusters Score -1.561117e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -15616710.000000 Penalty: 5804.942383
	Iteration 9F: 3 clusters Score -1.561671e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -15619300.000000 Penalty: 5804.942383
	Iteration 10Q: 3 clusters Score -1.56193e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -15620530.000000 Penalty: 5804.942383
	Iteration 11Q: 3 clusters Score -1.562053e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -15621329.000000 Penalty: 5804.942383
	Iteration 12Q: 3 clusters Score -1.562133e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -15621966.000000 Penalty: 5804.942383
	Iteration 13Q: 3 clusters Score -1.562197e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -15622457.000000 Penalty: 5804.942383
	Iteration 14Q: 3 clusters Score -1.562246e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -15622960.000000 Penalty: 5804.942383
	Iteration 15Q: 3 clusters Score -1.562296e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -15623492.000000 Penalty: 5804.942383
	Iteration 16Q: 3 clusters Score -1.562349e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -15623947.000000 Penalty: 5804.942383
	Iteration 17Q: 3 clusters Score -1.562395e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -15624379.000000 Penalty: 5804.942383
	Iteration 18Q: 3 clusters Score -1.562438e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -15624846.000000 Penalty: 5804.942383
	Iteration 19Q: 3 clusters Score -1.562485e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -15625139.000000 Penalty: 5804.942383
	Iteration 20F: 3 clusters Score -1.562514e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -15625354.000000 Penalty: 5804.942383
	Iteration 21Q: 3 clusters Score -1.562535e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -15625582.000000 Penalty: 5804.942383
	Iteration 22Q: 3 clusters Score -1.562558e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -15625791.000000 Penalty: 5804.942383
	Iteration 23Q: 3 clusters Score -1.562579e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -15626019.000000 Penalty: 5804.942383
	Iteration 24Q: 3 clusters Score -1.562602e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -15626226.000000 Penalty: 5804.942383
	Iteration 25Q: 3 clusters Score -1.562623e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -15626395.000000 Penalty: 5804.942383
	Iteration 26Q: 3 clusters Score -1.56264e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -15626559.000000 Penalty: 5804.942383
	Iteration 27Q: 3 clusters Score -1.562656e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114889 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -15626657.000000 Penalty: 5804.942383
	Iteration 28Q: 3 clusters Score -1.562666e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -15626666.000000 Penalty: 5804.942383
	Iteration 29Q: 3 clusters Score -1.562667e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -15626805.000000 Penalty: 5804.942383
	Iteration 30Q: 3 clusters Score -1.56268e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -15626907.000000 Penalty: 5804.942383
	Iteration 31Q: 3 clusters Score -1.562691e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -15627008.000000 Penalty: 5804.942383
	Iteration 32Q: 3 clusters Score -1.562701e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -15627041.000000 Penalty: 5804.942383
	Iteration 33Q: 3 clusters Score -1.562704e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -15627111.000000 Penalty: 5804.942383
	Iteration 34Q: 3 clusters Score -1.562711e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -15627139.000000 Penalty: 5804.942383
	Iteration 35Q: 3 clusters Score -1.562714e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -15627119.000000 Penalty: 5804.942383
	Iteration 36Q: 3 clusters Score -1.562712e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15627149.000000 Penalty: 5804.942383
	Iteration 37Q: 3 clusters Score -1.562715e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -15627149.000000 Penalty: 5804.942383
	Iteration 38Q: 3 clusters Score -1.562715e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -15627147.000000 Penalty: 5804.942383
	Iteration 39Q: 3 clusters Score -1.562715e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -15627175.000000 Penalty: 5804.942383
	Iteration 40F: 3 clusters Score -1.562718e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117691 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15627182.000000 Penalty: 5804.942383
	Iteration 41Q: 3 clusters Score -1.562718e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -15627179.000000 Penalty: 5804.942383
	Iteration 42Q: 3 clusters Score -1.562718e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15627188.000000 Penalty: 5804.942383
	Iteration 43Q: 3 clusters Score -1.562719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -15627207.000000 Penalty: 5804.942383
	Iteration 44Q: 3 clusters Score -1.562721e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -15627200.000000 Penalty: 5804.942383
	Iteration 45Q: 3 clusters Score -1.56272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -15627187.000000 Penalty: 5804.942383
	Iteration 46Q: 3 clusters Score -1.562719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -15627181.000000 Penalty: 5804.942383
	Iteration 47Q: 3 clusters Score -1.562718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118042 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15627211.000000 Penalty: 5804.942383
	Iteration 48Q: 3 clusters Score -1.562721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -15627216.000000 Penalty: 5804.942383
	Iteration 49Q: 3 clusters Score -1.562722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -15627212.000000 Penalty: 5804.942383
	Iteration 50Q: 3 clusters Score -1.562721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15627207.000000 Penalty: 5804.942383
	Iteration 51Q: 3 clusters Score -1.562721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -15627214.000000 Penalty: 5804.942383
	Iteration 52Q: 3 clusters Score -1.562721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -15627216.000000 Penalty: 5804.942383
	Iteration 53Q: 3 clusters Score -1.562722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -15627199.000000 Penalty: 5804.942383
	Iteration 54Q: 3 clusters Score -1.56272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15627198.000000 Penalty: 5804.942383
	Iteration 55Q: 3 clusters Score -1.56272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15627203.000000 Penalty: 5804.942383
	Iteration 56Q: 3 clusters Score -1.56272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15627211.000000 Penalty: 5804.942383
	Iteration 57Q: 3 clusters Score -1.562721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -15627209.000000 Penalty: 5804.942383
	Iteration 58Q: 3 clusters Score -1.562721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -15627207.000000 Penalty: 5804.942383
	Iteration 59Q: 3 clusters Score -1.562721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15627213.000000 Penalty: 5804.942383
	Iteration 60F: 3 clusters Score -1.562721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -15627221.000000 Penalty: 5804.942383
	Iteration 61Q: 3 clusters Score -1.562722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -15627223.000000 Penalty: 5804.942383
	Iteration 62Q: 3 clusters Score -1.562722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -15627213.000000 Penalty: 5804.942383
	Iteration 63Q: 3 clusters Score -1.562721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15627223.000000 Penalty: 5804.942383
	Iteration 64Q: 3 clusters Score -1.562722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -15627217.000000 Penalty: 5804.942383
	Iteration 65Q: 3 clusters Score -1.562722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118240 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -15627230.000000 Penalty: 5804.942383
	Iteration 66Q: 3 clusters Score -1.562723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15627227.000000 Penalty: 5804.942383
	Iteration 67Q: 3 clusters Score -1.562723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -15627231.000000 Penalty: 5804.942383
	Iteration 68Q: 3 clusters Score -1.562723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -15627232.000000 Penalty: 5804.942383
	Iteration 69Q: 3 clusters Score -1.562723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -15627247.000000 Penalty: 5804.942383
	Iteration 70Q: 3 clusters Score -1.562725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118263 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15627246.000000 Penalty: 5804.942383
	Iteration 71Q: 3 clusters Score -1.562725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -15627242.000000 Penalty: 5804.942383
	Iteration 72Q: 3 clusters Score -1.562724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -15627243.000000 Penalty: 5804.942383
	Iteration 73Q: 3 clusters Score -1.562724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -15627243.000000 Penalty: 5804.942383
	Iteration 74F: 3 clusters Score -1.562724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (168233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Entering Unmasked Estep 
Score: -21656422.000000 Penalty: 2984.209961
	Iteration 0F: 2 clusters Score -2.165642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -21544712.000000 Penalty: 5968.419922
	Iteration 0F: 3 clusters Score -2.154471e+07 nChanged 80821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -21591810.000000 Penalty: 5968.419922
	Iteration 1F: 3 clusters Score -2.159181e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -21593442.000000 Penalty: 5968.419922
	Iteration 2Q: 3 clusters Score -2.159344e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -21595838.000000 Penalty: 5968.419922
	Iteration 3Q: 3 clusters Score -2.159584e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -21600376.000000 Penalty: 5968.419922
	Iteration 4F: 3 clusters Score -2.160038e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -21608662.000000 Penalty: 5968.419922
	Iteration 5F: 3 clusters Score -2.160866e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -21622478.000000 Penalty: 5968.419922
	Iteration 6F: 3 clusters Score -2.162248e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148615 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -21637924.000000 Penalty: 5968.419922
	Iteration 7F: 3 clusters Score -2.163792e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158896 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -21648654.000000 Penalty: 5968.419922
	Iteration 8F: 3 clusters Score -2.164865e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -21653442.000000 Penalty: 5968.419922
	Iteration 9Q: 3 clusters Score -2.165344e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164906 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -21655066.000000 Penalty: 5968.419922
	Iteration 10Q: 3 clusters Score -2.165507e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -21655696.000000 Penalty: 5968.419922
	Iteration 11Q: 3 clusters Score -2.16557e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -21655996.000000 Penalty: 5968.419922
	Iteration 12Q: 3 clusters Score -2.1656e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165534 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21656100.000000 Penalty: 5968.419922
	Iteration 13Q: 3 clusters Score -2.16561e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21656172.000000 Penalty: 5968.419922
	Iteration 14Q: 3 clusters Score -2.165617e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165596 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21656188.000000 Penalty: 5968.419922
	Iteration 15Q: 3 clusters Score -2.165619e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21656208.000000 Penalty: 5968.419922
	Iteration 16Q: 3 clusters Score -2.165621e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21656232.000000 Penalty: 5968.419922
	Iteration 17Q: 3 clusters Score -2.165623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -21656248.000000 Penalty: 5968.419922
	Iteration 18Q: 3 clusters Score -2.165625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -21656260.000000 Penalty: 5968.419922
	Iteration 19Q: 3 clusters Score -2.165626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -21656258.000000 Penalty: 5968.419922
	Iteration 20F: 3 clusters Score -2.165626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21656250.000000 Penalty: 5968.419922
	Iteration 21Q: 3 clusters Score -2.165625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21656238.000000 Penalty: 5968.419922
	Iteration 22Q: 3 clusters Score -2.165624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21656236.000000 Penalty: 5968.419922
	Iteration 23Q: 3 clusters Score -2.165624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21656248.000000 Penalty: 5968.419922
	Iteration 24Q: 3 clusters Score -2.165625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21656256.000000 Penalty: 5968.419922
	Iteration 25Q: 3 clusters Score -2.165626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165682 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -21656256.000000 Penalty: 5968.419922
	Iteration 26Q: 3 clusters Score -2.165626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21656234.000000 Penalty: 5968.419922
	Iteration 27Q: 3 clusters Score -2.165623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21656242.000000 Penalty: 5968.419922
	Iteration 28Q: 3 clusters Score -2.165624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21656252.000000 Penalty: 5968.419922
	Iteration 29Q: 3 clusters Score -2.165625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21656252.000000 Penalty: 5968.419922
	Iteration 30Q: 3 clusters Score -2.165625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21656252.000000 Penalty: 5968.419922
	Iteration 31Q: 3 clusters Score -2.165625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21656260.000000 Penalty: 5968.419922
	Iteration 32Q: 3 clusters Score -2.165626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21656246.000000 Penalty: 5968.419922
	Iteration 33Q: 3 clusters Score -2.165625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21656248.000000 Penalty: 5968.419922
	Iteration 34Q: 3 clusters Score -2.165625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21656234.000000 Penalty: 5968.419922
	Iteration 35Q: 3 clusters Score -2.165623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21656232.000000 Penalty: 5968.419922
	Iteration 36Q: 3 clusters Score -2.165623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21656218.000000 Penalty: 5968.419922
	Iteration 37Q: 3 clusters Score -2.165622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21656226.000000 Penalty: 5968.419922
	Iteration 38Q: 3 clusters Score -2.165623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21656238.000000 Penalty: 5968.419922
	Iteration 39Q: 3 clusters Score -2.165624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -21656240.000000 Penalty: 5968.419922
	Iteration 40F: 3 clusters Score -2.165624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21656232.000000 Penalty: 5968.419922
	Iteration 41Q: 3 clusters Score -2.165623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165701 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21656224.000000 Penalty: 5968.419922
	Iteration 42Q: 3 clusters Score -2.165622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165701 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21656224.000000 Penalty: 5968.419922
	Iteration 43F: 3 clusters Score -2.165622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -81896.046875 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -81896.05 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 351 members 
Entering Unmasked Estep 
Score: -80237.273438 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -80237.27 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80448.460938 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -80448.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80526.523438 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -80526.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80571.937500 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -80571.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80603.210938 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -80603.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80632.695312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -80632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80642.359375 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -80642.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80655.515625 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -80655.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80658.976562 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -80658.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80659.851562 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -80659.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80659.851562 Penalty: 3240.759277
	Iteration 10F: 3 clusters Score -80659.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Entering Unmasked Estep 
Score: -3142457.500000 Penalty: 2499.850586
	Iteration 0F: 2 clusters Score -3142458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3125843.500000 Penalty: 4999.701172
	Iteration 0F: 3 clusters Score -3125844 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3131540.500000 Penalty: 4999.701172
	Iteration 1F: 3 clusters Score -3131540 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3131924.000000 Penalty: 4999.701172
	Iteration 2Q: 3 clusters Score -3131924 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3132239.500000 Penalty: 4999.701172
	Iteration 3Q: 3 clusters Score -3132240 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3132476.000000 Penalty: 4999.701172
	Iteration 4Q: 3 clusters Score -3132476 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3132703.500000 Penalty: 4999.701172
	Iteration 5Q: 3 clusters Score -3132704 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3132909.000000 Penalty: 4999.701172
	Iteration 6Q: 3 clusters Score -3132909 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3133143.000000 Penalty: 4999.701172
	Iteration 7Q: 3 clusters Score -3133143 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3133433.250000 Penalty: 4999.701172
	Iteration 8Q: 3 clusters Score -3133433 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3133809.000000 Penalty: 4999.701172
	Iteration 9Q: 3 clusters Score -3133809 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3134292.500000 Penalty: 4999.701172
	Iteration 10Q: 3 clusters Score -3134292 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3134877.750000 Penalty: 4999.701172
	Iteration 11Q: 3 clusters Score -3134878 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3135575.750000 Penalty: 4999.701172
	Iteration 12Q: 3 clusters Score -3135576 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3136207.500000 Penalty: 4999.701172
	Iteration 13Q: 3 clusters Score -3136208 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3136677.000000 Penalty: 4999.701172
	Iteration 14Q: 3 clusters Score -3136677 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3136987.750000 Penalty: 4999.701172
	Iteration 15Q: 3 clusters Score -3136988 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3137143.500000 Penalty: 4999.701172
	Iteration 16Q: 3 clusters Score -3137144 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3137249.500000 Penalty: 4999.701172
	Iteration 17Q: 3 clusters Score -3137250 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3137324.250000 Penalty: 4999.701172
	Iteration 18Q: 3 clusters Score -3137324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3137386.500000 Penalty: 4999.701172
	Iteration 19Q: 3 clusters Score -3137386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3137444.750000 Penalty: 4999.701172
	Iteration 20F: 3 clusters Score -3137445 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3137492.750000 Penalty: 4999.701172
	Iteration 21Q: 3 clusters Score -3137493 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3137534.000000 Penalty: 4999.701172
	Iteration 22Q: 3 clusters Score -3137534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3137579.500000 Penalty: 4999.701172
	Iteration 23Q: 3 clusters Score -3137580 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3137613.500000 Penalty: 4999.701172
	Iteration 24Q: 3 clusters Score -3137614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3137661.250000 Penalty: 4999.701172
	Iteration 25Q: 3 clusters Score -3137661 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3137696.750000 Penalty: 4999.701172
	Iteration 26Q: 3 clusters Score -3137697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3137714.000000 Penalty: 4999.701172
	Iteration 27Q: 3 clusters Score -3137714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3137747.250000 Penalty: 4999.701172
	Iteration 28Q: 3 clusters Score -3137747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3137770.500000 Penalty: 4999.701172
	Iteration 29Q: 3 clusters Score -3137770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3137780.250000 Penalty: 4999.701172
	Iteration 30Q: 3 clusters Score -3137780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3137791.000000 Penalty: 4999.701172
	Iteration 31Q: 3 clusters Score -3137791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3137804.000000 Penalty: 4999.701172
	Iteration 32Q: 3 clusters Score -3137804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3137809.250000 Penalty: 4999.701172
	Iteration 33Q: 3 clusters Score -3137809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3137811.500000 Penalty: 4999.701172
	Iteration 34Q: 3 clusters Score -3137812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3137830.000000 Penalty: 4999.701172
	Iteration 35Q: 3 clusters Score -3137830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3137849.000000 Penalty: 4999.701172
	Iteration 36Q: 3 clusters Score -3137849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3137851.750000 Penalty: 4999.701172
	Iteration 37Q: 3 clusters Score -3137852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3137848.000000 Penalty: 4999.701172
	Iteration 38Q: 3 clusters Score -3137848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3137867.250000 Penalty: 4999.701172
	Iteration 39Q: 3 clusters Score -3137867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3137876.750000 Penalty: 4999.701172
	Iteration 40F: 3 clusters Score -3137877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3137888.750000 Penalty: 4999.701172
	Iteration 41Q: 3 clusters Score -3137889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3137899.500000 Penalty: 4999.701172
	Iteration 42Q: 3 clusters Score -3137900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3137903.500000 Penalty: 4999.701172
	Iteration 43Q: 3 clusters Score -3137904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3137906.500000 Penalty: 4999.701172
	Iteration 44Q: 3 clusters Score -3137906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3137912.000000 Penalty: 4999.701172
	Iteration 45Q: 3 clusters Score -3137912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3137915.500000 Penalty: 4999.701172
	Iteration 46Q: 3 clusters Score -3137916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3137913.750000 Penalty: 4999.701172
	Iteration 47Q: 3 clusters Score -3137914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3137921.750000 Penalty: 4999.701172
	Iteration 48Q: 3 clusters Score -3137922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3137932.000000 Penalty: 4999.701172
	Iteration 49Q: 3 clusters Score -3137932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3137940.500000 Penalty: 4999.701172
	Iteration 50Q: 3 clusters Score -3137940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3137940.250000 Penalty: 4999.701172
	Iteration 51Q: 3 clusters Score -3137940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3137943.250000 Penalty: 4999.701172
	Iteration 52Q: 3 clusters Score -3137943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3137962.250000 Penalty: 4999.701172
	Iteration 53Q: 3 clusters Score -3137962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3137968.000000 Penalty: 4999.701172
	Iteration 54Q: 3 clusters Score -3137968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3137974.000000 Penalty: 4999.701172
	Iteration 55Q: 3 clusters Score -3137974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3137968.000000 Penalty: 4999.701172
	Iteration 56Q: 3 clusters Score -3137968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3137977.500000 Penalty: 4999.701172
	Iteration 57Q: 3 clusters Score -3137978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3137979.250000 Penalty: 4999.701172
	Iteration 58Q: 3 clusters Score -3137979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3137980.250000 Penalty: 4999.701172
	Iteration 59Q: 3 clusters Score -3137980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3137985.500000 Penalty: 4999.701172
	Iteration 60F: 3 clusters Score -3137986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3137987.500000 Penalty: 4999.701172
	Iteration 61Q: 3 clusters Score -3137988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3137994.500000 Penalty: 4999.701172
	Iteration 62Q: 3 clusters Score -3137994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3137995.000000 Penalty: 4999.701172
	Iteration 63Q: 3 clusters Score -3137995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3137994.000000 Penalty: 4999.701172
	Iteration 64Q: 3 clusters Score -3137994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3137996.000000 Penalty: 4999.701172
	Iteration 65Q: 3 clusters Score -3137996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3138001.000000 Penalty: 4999.701172
	Iteration 66Q: 3 clusters Score -3138001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3138008.750000 Penalty: 4999.701172
	Iteration 67Q: 3 clusters Score -3138009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3138022.500000 Penalty: 4999.701172
	Iteration 68Q: 3 clusters Score -3138022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3138024.000000 Penalty: 4999.701172
	Iteration 69Q: 3 clusters Score -3138024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3138033.250000 Penalty: 4999.701172
	Iteration 70Q: 3 clusters Score -3138033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3138039.250000 Penalty: 4999.701172
	Iteration 71Q: 3 clusters Score -3138039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3138035.750000 Penalty: 4999.701172
	Iteration 72Q: 3 clusters Score -3138036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3138048.250000 Penalty: 4999.701172
	Iteration 73Q: 3 clusters Score -3138048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3138057.500000 Penalty: 4999.701172
	Iteration 74Q: 3 clusters Score -3138058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3138054.500000 Penalty: 4999.701172
	Iteration 75Q: 3 clusters Score -3138054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3138057.000000 Penalty: 4999.701172
	Iteration 76Q: 3 clusters Score -3138057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3138071.750000 Penalty: 4999.701172
	Iteration 77Q: 3 clusters Score -3138072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3138067.250000 Penalty: 4999.701172
	Iteration 78Q: 3 clusters Score -3138067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3138076.750000 Penalty: 4999.701172
	Iteration 79Q: 3 clusters Score -3138077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3138071.750000 Penalty: 4999.701172
	Iteration 80F: 3 clusters Score -3138072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3138077.500000 Penalty: 4999.701172
	Iteration 81Q: 3 clusters Score -3138078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3138076.250000 Penalty: 4999.701172
	Iteration 82Q: 3 clusters Score -3138076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3138081.500000 Penalty: 4999.701172
	Iteration 83Q: 3 clusters Score -3138082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3138077.750000 Penalty: 4999.701172
	Iteration 84Q: 3 clusters Score -3138078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3138089.750000 Penalty: 4999.701172
	Iteration 85Q: 3 clusters Score -3138090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3138092.750000 Penalty: 4999.701172
	Iteration 86Q: 3 clusters Score -3138093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3138098.500000 Penalty: 4999.701172
	Iteration 87Q: 3 clusters Score -3138098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3138102.750000 Penalty: 4999.701172
	Iteration 88Q: 3 clusters Score -3138103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3138103.500000 Penalty: 4999.701172
	Iteration 89Q: 3 clusters Score -3138104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3138101.250000 Penalty: 4999.701172
	Iteration 90Q: 3 clusters Score -3138101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3138097.000000 Penalty: 4999.701172
	Iteration 91Q: 3 clusters Score -3138097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3138107.500000 Penalty: 4999.701172
	Iteration 92Q: 3 clusters Score -3138108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3138114.250000 Penalty: 4999.701172
	Iteration 93Q: 3 clusters Score -3138114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3138121.750000 Penalty: 4999.701172
	Iteration 94Q: 3 clusters Score -3138122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3138135.750000 Penalty: 4999.701172
	Iteration 95Q: 3 clusters Score -3138136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3138144.250000 Penalty: 4999.701172
	Iteration 96Q: 3 clusters Score -3138144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3138144.000000 Penalty: 4999.701172
	Iteration 97Q: 3 clusters Score -3138144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3138143.500000 Penalty: 4999.701172
	Iteration 98Q: 3 clusters Score -3138144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3138152.500000 Penalty: 4999.701172
	Iteration 99Q: 3 clusters Score -3138152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3138157.750000 Penalty: 4999.701172
	Iteration 100F: 3 clusters Score -3138158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3138156.000000 Penalty: 4999.701172
	Iteration 101Q: 3 clusters Score -3138156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3138153.500000 Penalty: 4999.701172
	Iteration 102Q: 3 clusters Score -3138154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3138154.500000 Penalty: 4999.701172
	Iteration 103Q: 3 clusters Score -3138154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3138148.250000 Penalty: 4999.701172
	Iteration 104Q: 3 clusters Score -3138148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3138142.500000 Penalty: 4999.701172
	Iteration 105Q: 3 clusters Score -3138142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3138145.250000 Penalty: 4999.701172
	Iteration 106Q: 3 clusters Score -3138145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3138155.250000 Penalty: 4999.701172
	Iteration 107Q: 3 clusters Score -3138155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3138160.500000 Penalty: 4999.701172
	Iteration 108Q: 3 clusters Score -3138160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3138156.250000 Penalty: 4999.701172
	Iteration 109Q: 3 clusters Score -3138156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3138167.500000 Penalty: 4999.701172
	Iteration 110Q: 3 clusters Score -3138168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3138168.750000 Penalty: 4999.701172
	Iteration 111Q: 3 clusters Score -3138169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3138168.000000 Penalty: 4999.701172
	Iteration 112Q: 3 clusters Score -3138168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3138174.250000 Penalty: 4999.701172
	Iteration 113Q: 3 clusters Score -3138174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3138173.250000 Penalty: 4999.701172
	Iteration 114Q: 3 clusters Score -3138173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3138171.250000 Penalty: 4999.701172
	Iteration 115Q: 3 clusters Score -3138171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3138174.500000 Penalty: 4999.701172
	Iteration 116Q: 3 clusters Score -3138174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3138178.250000 Penalty: 4999.701172
	Iteration 117Q: 3 clusters Score -3138178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3138174.750000 Penalty: 4999.701172
	Iteration 118Q: 3 clusters Score -3138175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3138181.500000 Penalty: 4999.701172
	Iteration 119Q: 3 clusters Score -3138182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3138181.500000 Penalty: 4999.701172
	Iteration 120F: 3 clusters Score -3138182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3138178.250000 Penalty: 4999.701172
	Iteration 121Q: 3 clusters Score -3138178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3138178.500000 Penalty: 4999.701172
	Iteration 122Q: 3 clusters Score -3138178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3138184.000000 Penalty: 4999.701172
	Iteration 123Q: 3 clusters Score -3138184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3138184.500000 Penalty: 4999.701172
	Iteration 124Q: 3 clusters Score -3138184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3138185.750000 Penalty: 4999.701172
	Iteration 125Q: 3 clusters Score -3138186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3138185.250000 Penalty: 4999.701172
	Iteration 126Q: 3 clusters Score -3138185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3138182.750000 Penalty: 4999.701172
	Iteration 127Q: 3 clusters Score -3138183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3138183.000000 Penalty: 4999.701172
	Iteration 128Q: 3 clusters Score -3138183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3138181.000000 Penalty: 4999.701172
	Iteration 129Q: 3 clusters Score -3138181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3138188.500000 Penalty: 4999.701172
	Iteration 130Q: 3 clusters Score -3138188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3138199.750000 Penalty: 4999.701172
	Iteration 131Q: 3 clusters Score -3138200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3138200.000000 Penalty: 4999.701172
	Iteration 132Q: 3 clusters Score -3138200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3138197.250000 Penalty: 4999.701172
	Iteration 133Q: 3 clusters Score -3138197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3138200.000000 Penalty: 4999.701172
	Iteration 134Q: 3 clusters Score -3138200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3138199.500000 Penalty: 4999.701172
	Iteration 135Q: 3 clusters Score -3138200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3138204.500000 Penalty: 4999.701172
	Iteration 136Q: 3 clusters Score -3138204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3138209.000000 Penalty: 4999.701172
	Iteration 137Q: 3 clusters Score -3138209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3138211.500000 Penalty: 4999.701172
	Iteration 138Q: 3 clusters Score -3138212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3138210.250000 Penalty: 4999.701172
	Iteration 139Q: 3 clusters Score -3138210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3138211.500000 Penalty: 4999.701172
	Iteration 140F: 3 clusters Score -3138212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3138207.750000 Penalty: 4999.701172
	Iteration 141Q: 3 clusters Score -3138208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3138211.250000 Penalty: 4999.701172
	Iteration 142Q: 3 clusters Score -3138211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3138218.000000 Penalty: 4999.701172
	Iteration 143Q: 3 clusters Score -3138218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3138218.500000 Penalty: 4999.701172
	Iteration 144Q: 3 clusters Score -3138218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3138219.250000 Penalty: 4999.701172
	Iteration 145Q: 3 clusters Score -3138219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3138215.000000 Penalty: 4999.701172
	Iteration 146Q: 3 clusters Score -3138215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3138221.500000 Penalty: 4999.701172
	Iteration 147Q: 3 clusters Score -3138222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3138225.750000 Penalty: 4999.701172
	Iteration 148Q: 3 clusters Score -3138226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3138224.500000 Penalty: 4999.701172
	Iteration 149Q: 3 clusters Score -3138224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3138221.250000 Penalty: 4999.701172
	Iteration 150Q: 3 clusters Score -3138221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3138227.000000 Penalty: 4999.701172
	Iteration 151Q: 3 clusters Score -3138227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3138221.250000 Penalty: 4999.701172
	Iteration 152Q: 3 clusters Score -3138221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3138221.000000 Penalty: 4999.701172
	Iteration 153Q: 3 clusters Score -3138221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3138216.000000 Penalty: 4999.701172
	Iteration 154Q: 3 clusters Score -3138216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3138216.500000 Penalty: 4999.701172
	Iteration 155Q: 3 clusters Score -3138216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3138211.500000 Penalty: 4999.701172
	Iteration 156Q: 3 clusters Score -3138212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3138213.750000 Penalty: 4999.701172
	Iteration 157Q: 3 clusters Score -3138214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3138217.750000 Penalty: 4999.701172
	Iteration 158Q: 3 clusters Score -3138218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3138218.500000 Penalty: 4999.701172
	Iteration 159Q: 3 clusters Score -3138218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3138215.000000 Penalty: 4999.701172
	Iteration 160F: 3 clusters Score -3138215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3138222.000000 Penalty: 4999.701172
	Iteration 161Q: 3 clusters Score -3138222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3138223.500000 Penalty: 4999.701172
	Iteration 162Q: 3 clusters Score -3138224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3138223.750000 Penalty: 4999.701172
	Iteration 163Q: 3 clusters Score -3138224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3138223.750000 Penalty: 4999.701172
	Iteration 164F: 3 clusters Score -3138224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -235582.765625 Penalty: 1882.029785
	Iteration 0F: 2 clusters Score -235582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -233022.640625 Penalty: 3764.059570
	Iteration 0F: 3 clusters Score -233022.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -233644.390625 Penalty: 3764.059570
	Iteration 1F: 3 clusters Score -233644.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234025.843750 Penalty: 3764.059570
	Iteration 2F: 3 clusters Score -234025.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234327.781250 Penalty: 3764.059570
	Iteration 3F: 3 clusters Score -234327.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -234579.578125 Penalty: 3764.059570
	Iteration 4F: 3 clusters Score -234579.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -234890.921875 Penalty: 3764.059570
	Iteration 5F: 3 clusters Score -234890.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -235082.765625 Penalty: 3764.059570
	Iteration 6F: 3 clusters Score -235082.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -235245.203125 Penalty: 3764.059570
	Iteration 7Q: 3 clusters Score -235245.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -235318.421875 Penalty: 3764.059570
	Iteration 8Q: 3 clusters Score -235318.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -235359.500000 Penalty: 3764.059570
	Iteration 9Q: 3 clusters Score -235359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -235388.265625 Penalty: 3764.059570
	Iteration 10Q: 3 clusters Score -235388.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -235411.421875 Penalty: 3764.059570
	Iteration 11Q: 3 clusters Score -235411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -235423.828125 Penalty: 3764.059570
	Iteration 12Q: 3 clusters Score -235423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -235437.859375 Penalty: 3764.059570
	Iteration 13Q: 3 clusters Score -235437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -235450.375000 Penalty: 3764.059570
	Iteration 14Q: 3 clusters Score -235450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -235460.203125 Penalty: 3764.059570
	Iteration 15Q: 3 clusters Score -235460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -235481.781250 Penalty: 3764.059570
	Iteration 16Q: 3 clusters Score -235481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -235495.109375 Penalty: 3764.059570
	Iteration 17Q: 3 clusters Score -235495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -235504.703125 Penalty: 3764.059570
	Iteration 18Q: 3 clusters Score -235504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -235506.125000 Penalty: 3764.059570
	Iteration 19Q: 3 clusters Score -235506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -235507.187500 Penalty: 3764.059570
	Iteration 20F: 3 clusters Score -235507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1977758.875000 Penalty: 2390.456055
	Iteration 0F: 2 clusters Score -1977759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1966684.125000 Penalty: 4780.912109
	Iteration 0F: 3 clusters Score -1966684 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1970118.375000 Penalty: 4780.912109
	Iteration 1F: 3 clusters Score -1970118 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1970410.750000 Penalty: 4780.912109
	Iteration 2F: 3 clusters Score -1970411 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1970611.125000 Penalty: 4780.912109
	Iteration 3Q: 3 clusters Score -1970611 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1970760.125000 Penalty: 4780.912109
	Iteration 4Q: 3 clusters Score -1970760 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1970888.250000 Penalty: 4780.912109
	Iteration 5Q: 3 clusters Score -1970888 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1970981.000000 Penalty: 4780.912109
	Iteration 6Q: 3 clusters Score -1970981 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1971054.000000 Penalty: 4780.912109
	Iteration 7Q: 3 clusters Score -1971054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1971127.875000 Penalty: 4780.912109
	Iteration 8Q: 3 clusters Score -1971128 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1971194.375000 Penalty: 4780.912109
	Iteration 9Q: 3 clusters Score -1971194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1971285.875000 Penalty: 4780.912109
	Iteration 10Q: 3 clusters Score -1971286 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1971397.875000 Penalty: 4780.912109
	Iteration 11Q: 3 clusters Score -1971398 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1971577.375000 Penalty: 4780.912109
	Iteration 12Q: 3 clusters Score -1971577 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1971836.375000 Penalty: 4780.912109
	Iteration 13Q: 3 clusters Score -1971836 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1972200.875000 Penalty: 4780.912109
	Iteration 14Q: 3 clusters Score -1972201 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1972675.750000 Penalty: 4780.912109
	Iteration 15Q: 3 clusters Score -1972676 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1973220.000000 Penalty: 4780.912109
	Iteration 16F: 3 clusters Score -1973220 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1973809.250000 Penalty: 4780.912109
	Iteration 17Q: 3 clusters Score -1973809 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1974377.875000 Penalty: 4780.912109
	Iteration 18Q: 3 clusters Score -1974378 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1974864.250000 Penalty: 4780.912109
	Iteration 19Q: 3 clusters Score -1974864 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1975149.000000 Penalty: 4780.912109
	Iteration 20F: 3 clusters Score -1975149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1975327.000000 Penalty: 4780.912109
	Iteration 21Q: 3 clusters Score -1975327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1975434.875000 Penalty: 4780.912109
	Iteration 22Q: 3 clusters Score -1975435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1975509.500000 Penalty: 4780.912109
	Iteration 23Q: 3 clusters Score -1975510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1975555.000000 Penalty: 4780.912109
	Iteration 24Q: 3 clusters Score -1975555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1975590.625000 Penalty: 4780.912109
	Iteration 25Q: 3 clusters Score -1975591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1975609.375000 Penalty: 4780.912109
	Iteration 26Q: 3 clusters Score -1975609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1975619.250000 Penalty: 4780.912109
	Iteration 27Q: 3 clusters Score -1975619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1975626.000000 Penalty: 4780.912109
	Iteration 28Q: 3 clusters Score -1975626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1975631.625000 Penalty: 4780.912109
	Iteration 29Q: 3 clusters Score -1975632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1975633.250000 Penalty: 4780.912109
	Iteration 30Q: 3 clusters Score -1975633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1975633.250000 Penalty: 4780.912109
	Iteration 31F: 3 clusters Score -1975633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -612106.937500 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -612106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -607670.875000 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -607670.9 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -608808.500000 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -608808.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -609117.625000 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -609117.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -609338.812500 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -609338.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -609498.687500 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -609498.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -609628.875000 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -609628.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -609760.625000 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -609760.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -609860.875000 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -609860.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -609956.562500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -609956.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -610047.000000 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -610047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -610122.750000 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -610122.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -610196.125000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -610196.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -610252.187500 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -610252.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -610326.375000 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -610326.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -610404.562500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -610404.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -610486.750000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -610486.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -610563.062500 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -610563.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -610635.562500 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -610635.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -610696.500000 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -610696.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -610756.562500 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -610756.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -610817.500000 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -610817.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -610878.000000 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -610878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -610954.250000 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -610954.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -611030.312500 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -611030.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -611089.625000 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -611089.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -611116.000000 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -611116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -611134.125000 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -611134.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -611151.687500 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -611151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -611166.687500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -611166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -611174.062500 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -611174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -611177.312500 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -611177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -611180.687500 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -611180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -611182.437500 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -611182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -611183.875000 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -611183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -611183.875000 Penalty: 4211.562988
	Iteration 34F: 3 clusters Score -611183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 283258 members 
Mstep: Class 2 contains 208221 members 
Mstep: Class 3 contains 34487 members 
Mstep: Class 4 contains 54191 members 
Mstep: Class 5 contains 199382 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 156772 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 120996 members 
Mstep: Class 14 contains 168233 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 24 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166366032.000000 Penalty: 62900.175781
Iteration 39Q: 19 clusters Score -1.66366e+08 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 280726 members 
Mstep: Class 2 contains 207943 members 
Mstep: Class 3 contains 34415 members 
Mstep: Class 4 contains 54963 members 
Mstep: Class 5 contains 197862 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 157977 members 
Mstep: Class 8 contains 35137 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 122517 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 168702 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 22 contains 14923 members 
Mstep: Class 24 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166369312.000000 Penalty: 62900.175781
Iteration 40F: 19 clusters Score -1.663693e+08 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 277543 members 
Mstep: Class 2 contains 207650 members 
Mstep: Class 3 contains 34344 members 
Mstep: Class 4 contains 55382 members 
Mstep: Class 5 contains 196132 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 158612 members 
Mstep: Class 8 contains 36559 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 123843 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 168123 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 22 contains 14670 members 
Mstep: Class 24 contains 4670 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -1.663718e+08 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 274550 members 
Mstep: Class 2 contains 207407 members 
Mstep: Class 3 contains 34266 members 
Mstep: Class 4 contains 55653 members 
Mstep: Class 5 contains 194584 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159164 members 
Mstep: Class 8 contains 37984 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 125130 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167560 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 28877 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 22 contains 14458 members 
Mstep: Class 24 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -1.663742e+08 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 271536 members 
Mstep: Class 2 contains 207270 members 
Mstep: Class 3 contains 34196 members 
Mstep: Class 4 contains 55901 members 
Mstep: Class 5 contains 193199 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159586 members 
Mstep: Class 8 contains 39404 members 
Mstep: Class 9 contains 4241 members 
Mstep: Class 10 contains 126361 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167061 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 30875 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 22 contains 14278 members 
Mstep: Class 24 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -1.66376e+08 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 268627 members 
Mstep: Class 2 contains 207171 members 
Mstep: Class 3 contains 34139 members 
Mstep: Class 4 contains 56119 members 
Mstep: Class 5 contains 192003 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159911 members 
Mstep: Class 8 contains 40830 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 127484 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166634 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 32660 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 14097 members 
Mstep: Class 24 contains 4448 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -1.663768e+08 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 265729 members 
Mstep: Class 2 contains 207092 members 
Mstep: Class 3 contains 34052 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 5 contains 190941 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 160106 members 
Mstep: Class 8 contains 42366 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 128492 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166312 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 34311 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 13925 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -1.663779e+08 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 262848 members 
Mstep: Class 2 contains 207008 members 
Mstep: Class 3 contains 33933 members 
Mstep: Class 4 contains 56496 members 
Mstep: Class 5 contains 189969 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 160197 members 
Mstep: Class 8 contains 43984 members 
Mstep: Class 9 contains 4310 members 
Mstep: Class 10 contains 129502 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166060 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 35857 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 22 contains 13804 members 
Mstep: Class 24 contains 4409 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -1.663793e+08 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 260069 members 
Mstep: Class 2 contains 206947 members 
Mstep: Class 3 contains 33805 members 
Mstep: Class 4 contains 56627 members 
Mstep: Class 5 contains 189052 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 160186 members 
Mstep: Class 8 contains 45549 members 
Mstep: Class 9 contains 4327 members 
Mstep: Class 10 contains 130483 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 14 contains 165916 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 37317 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 22 contains 13699 members 
Mstep: Class 24 contains 4391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166379920.000000 Penalty: 62900.175781
Iteration 47Q: 19 clusters Score -1.663799e+08 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 257262 members 
Mstep: Class 2 contains 206887 members 
Mstep: Class 3 contains 33656 members 
Mstep: Class 4 contains 56778 members 
Mstep: Class 5 contains 188281 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 160020 members 
Mstep: Class 8 contains 47179 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 131464 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 14 contains 165890 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 38652 members 
Mstep: Class 20 contains 1997 members 
Mstep: Class 22 contains 13563 members 
Mstep: Class 24 contains 4386 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -1.663803e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254500 members 
Mstep: Class 2 contains 206804 members 
Mstep: Class 3 contains 33526 members 
Mstep: Class 4 contains 56923 members 
Mstep: Class 5 contains 187670 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159755 members 
Mstep: Class 8 contains 48849 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 132403 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 14 contains 165878 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 39850 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 24 contains 4381 members 
Entering Unmasked Estep 
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Score: -166381968.000000 Penalty: 62900.175781
Iteration 49Q: 19 clusters Score -1.66382e+08 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 251912 members 
Mstep: Class 2 contains 206728 members 
Mstep: Class 3 contains 33388 members 
Mstep: Class 4 contains 57015 members 
Mstep: Class 5 contains 187129 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159460 members 
Mstep: Class 8 contains 50495 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 133329 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 14 contains 165860 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 40924 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166382944.000000 Penalty: 62900.175781
Iteration 50Q: 19 clusters Score -1.663829e+08 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 249470 members 
Mstep: Class 2 contains 206675 members 
Mstep: Class 3 contains 33233 members 
Mstep: Class 4 contains 57068 members 
Mstep: Class 5 contains 186601 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 159166 members 
Mstep: Class 8 contains 52164 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 134196 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 14 contains 165793 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 41934 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 13261 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
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Score: -166383584.000000 Penalty: 62900.175781
Iteration 51Q: 19 clusters Score -1.663836e+08 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 247193 members 
Mstep: Class 2 contains 206606 members 
Mstep: Class 3 contains 33095 members 
Mstep: Class 4 contains 57142 members 
Mstep: Class 5 contains 186089 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 158822 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 134978 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 14 contains 165736 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 42927 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 24 contains 4368 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -1.663845e+08 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 245039 members 
Mstep: Class 2 contains 206581 members 
Mstep: Class 3 contains 32958 members 
Mstep: Class 4 contains 57179 members 
Mstep: Class 5 contains 185535 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 158359 members 
Mstep: Class 8 contains 55374 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 135739 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 165826 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 43860 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 22 contains 13082 members 
Mstep: Class 24 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166384432.000000 Penalty: 62900.175781
Iteration 53Q: 19 clusters Score -1.663844e+08 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 243029 members 
Mstep: Class 2 contains 206587 members 
Mstep: Class 3 contains 32796 members 
Mstep: Class 4 contains 57180 members 
Mstep: Class 5 contains 184977 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 157893 members 
Mstep: Class 8 contains 56982 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 10 contains 136382 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 165994 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 22 contains 13010 members 
Mstep: Class 24 contains 4355 members 
Entering Unmasked Estep 
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Score: -166385632.000000 Penalty: 62900.175781
Iteration 54Q: 19 clusters Score -1.663856e+08 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 241107 members 
Mstep: Class 2 contains 206609 members 
Mstep: Class 3 contains 32635 members 
Mstep: Class 4 contains 57204 members 
Mstep: Class 5 contains 184373 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 157396 members 
Mstep: Class 8 contains 58603 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 136969 members 
Mstep: Class 11 contains 2779 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 14 contains 166241 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 45404 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 12911 members 
Mstep: Class 24 contains 4355 members 
Entering Unmasked Estep 
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Score: -166386048.000000 Penalty: 62900.175781
Iteration 55Q: 19 clusters Score -1.66386e+08 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 239308 members 
Mstep: Class 2 contains 206599 members 
Mstep: Class 3 contains 32491 members 
Mstep: Class 4 contains 57230 members 
Mstep: Class 5 contains 183777 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 156831 members 
Mstep: Class 8 contains 60101 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 137559 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 166586 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 46106 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 12829 members 
Mstep: Class 24 contains 4353 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -1.663867e+08 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 237678 members 
Mstep: Class 2 contains 206575 members 
Mstep: Class 3 contains 32325 members 
Mstep: Class 4 contains 57269 members 
Mstep: Class 5 contains 183213 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 156289 members 
Mstep: Class 8 contains 61511 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 138064 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 14 contains 166891 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 46771 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 12764 members 
Mstep: Class 24 contains 4356 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.663865e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 236135 members 
Mstep: Class 2 contains 206575 members 
Mstep: Class 3 contains 32161 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 182584 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 155736 members 
Mstep: Class 8 contains 62924 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 138585 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 167167 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 47416 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 22 contains 12706 members 
Mstep: Class 24 contains 4359 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.663866e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 234732 members 
Mstep: Class 2 contains 206610 members 
Mstep: Class 3 contains 32013 members 
Mstep: Class 4 contains 57268 members 
Mstep: Class 5 contains 181984 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 155185 members 
Mstep: Class 8 contains 64260 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 139078 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 167401 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 48011 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 22 contains 12650 members 
Mstep: Class 24 contains 4360 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.66387e+08 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 233465 members 
Mstep: Class 2 contains 206601 members 
Mstep: Class 3 contains 31898 members 
Mstep: Class 4 contains 57245 members 
Mstep: Class 5 contains 181423 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 154637 members 
Mstep: Class 8 contains 65522 members 
Mstep: Class 9 contains 4710 members 
Mstep: Class 10 contains 139569 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 14 contains 167586 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 48563 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 24 contains 4361 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -1.663873e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 232145 members 
Mstep: Class 2 contains 206642 members 
Mstep: Class 3 contains 31790 members 
Mstep: Class 4 contains 57222 members 
Mstep: Class 5 contains 180829 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 154084 members 
Mstep: Class 8 contains 67009 members 
Mstep: Class 9 contains 4760 members 
Mstep: Class 10 contains 139951 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167691 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 49054 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 24 contains 4355 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.663875e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 230901 members 
Mstep: Class 2 contains 206689 members 
Mstep: Class 3 contains 31670 members 
Mstep: Class 4 contains 57163 members 
Mstep: Class 5 contains 180303 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 153545 members 
Mstep: Class 8 contains 68443 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 140399 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167734 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 49464 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 22 contains 12620 members 
Mstep: Class 24 contains 4354 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -1.663876e+08 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 229713 members 
Mstep: Class 2 contains 206684 members 
Mstep: Class 3 contains 31558 members 
Mstep: Class 4 contains 57122 members 
Mstep: Class 5 contains 179876 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 153027 members 
Mstep: Class 8 contains 69814 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 140806 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167750 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 49851 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 24 contains 4356 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -1.663881e+08 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 228592 members 
Mstep: Class 2 contains 206663 members 
Mstep: Class 3 contains 31474 members 
Mstep: Class 4 contains 57090 members 
Mstep: Class 5 contains 179503 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 152479 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 141190 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167720 members 
Mstep: Class 15 contains 776 members 
Mstep: Class 16 contains 50207 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 24 contains 4356 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -1.663885e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227516 members 
Mstep: Class 2 contains 206652 members 
Mstep: Class 3 contains 31388 members 
Mstep: Class 4 contains 57043 members 
Mstep: Class 5 contains 179169 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 151907 members 
Mstep: Class 8 contains 72537 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 141593 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167630 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 50544 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 24 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389008.000000 Penalty: 62900.175781
Iteration 65Q: 19 clusters Score -1.66389e+08 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226500 members 
Mstep: Class 2 contains 206677 members 
Mstep: Class 3 contains 31302 members 
Mstep: Class 4 contains 56981 members 
Mstep: Class 5 contains 178875 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 151262 members 
Mstep: Class 8 contains 73815 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 142022 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167516 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 50914 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 22 contains 12907 members 
Mstep: Class 24 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389200.000000 Penalty: 62900.175781
Iteration 66Q: 19 clusters Score -1.663892e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225551 members 
Mstep: Class 2 contains 206671 members 
Mstep: Class 3 contains 31211 members 
Mstep: Class 4 contains 56941 members 
Mstep: Class 5 contains 178647 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 150676 members 
Mstep: Class 8 contains 75085 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 142380 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167369 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 51225 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 22 contains 12987 members 
Mstep: Class 24 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389424.000000 Penalty: 62900.175781
Iteration 67Q: 19 clusters Score -1.663894e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 224662 members 
Mstep: Class 2 contains 206684 members 
Mstep: Class 3 contains 31137 members 
Mstep: Class 4 contains 56896 members 
Mstep: Class 5 contains 178358 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 150121 members 
Mstep: Class 8 contains 76282 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 142747 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167246 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 51480 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 22 contains 13095 members 
Mstep: Class 24 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166389936.000000 Penalty: 62900.175781
Iteration 68Q: 19 clusters Score -1.663899e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 223782 members 
Mstep: Class 2 contains 206698 members 
Mstep: Class 3 contains 31055 members 
Mstep: Class 4 contains 56853 members 
Mstep: Class 5 contains 178023 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 149556 members 
Mstep: Class 8 contains 77481 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 143126 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167161 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 51729 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 22 contains 13205 members 
Mstep: Class 24 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390336.000000 Penalty: 62900.175781
Iteration 69Q: 19 clusters Score -1.663903e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 222919 members 
Mstep: Class 2 contains 206703 members 
Mstep: Class 3 contains 30976 members 
Mstep: Class 4 contains 56798 members 
Mstep: Class 5 contains 177698 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 148997 members 
Mstep: Class 8 contains 78666 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 143438 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167181 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 51963 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 24 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390592.000000 Penalty: 62900.175781
Iteration 70Q: 19 clusters Score -1.663906e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 222109 members 
Mstep: Class 2 contains 206693 members 
Mstep: Class 3 contains 30901 members 
Mstep: Class 4 contains 56737 members 
Mstep: Class 5 contains 177411 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 148474 members 
Mstep: Class 8 contains 79816 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 143754 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167127 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 52198 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 13410 members 
Mstep: Class 24 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166390928.000000 Penalty: 62900.175781
Iteration 71Q: 19 clusters Score -1.663909e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 221399 members 
Mstep: Class 2 contains 206703 members 
Mstep: Class 3 contains 30817 members 
Mstep: Class 4 contains 56697 members 
Mstep: Class 5 contains 177136 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 147965 members 
Mstep: Class 8 contains 80866 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 144043 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 167069 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 52401 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 22 contains 13518 members 
Mstep: Class 24 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391472.000000 Penalty: 62900.175781
Iteration 72Q: 19 clusters Score -1.663915e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 220673 members 
Mstep: Class 2 contains 206746 members 
Mstep: Class 3 contains 30726 members 
Mstep: Class 4 contains 56661 members 
Mstep: Class 5 contains 176888 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 147451 members 
Mstep: Class 8 contains 81959 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 144265 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166968 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 52624 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 22 contains 13624 members 
Mstep: Class 24 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391952.000000 Penalty: 62900.175781
Iteration 73Q: 19 clusters Score -1.66392e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 219996 members 
Mstep: Class 2 contains 206819 members 
Mstep: Class 3 contains 30643 members 
Mstep: Class 4 contains 56616 members 
Mstep: Class 5 contains 176692 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 146924 members 
Mstep: Class 8 contains 83038 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 144454 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166859 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 52812 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 22 contains 13722 members 
Mstep: Class 24 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392064.000000 Penalty: 62900.175781
Iteration 74Q: 19 clusters Score -1.663921e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 219367 members 
Mstep: Class 2 contains 206856 members 
Mstep: Class 3 contains 30563 members 
Mstep: Class 4 contains 56537 members 
Mstep: Class 5 contains 176484 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 146460 members 
Mstep: Class 8 contains 84077 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 144632 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166754 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 52982 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 13840 members 
Mstep: Class 24 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392208.000000 Penalty: 62900.175781
Iteration 75Q: 19 clusters Score -1.663922e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 218731 members 
Mstep: Class 2 contains 206920 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 56449 members 
Mstep: Class 5 contains 176329 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 145973 members 
Mstep: Class 8 contains 85140 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 144733 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166641 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53166 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 13977 members 
Mstep: Class 24 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166391824.000000 Penalty: 62900.175781
Iteration 76Q: 19 clusters Score -1.663918e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 218108 members 
Mstep: Class 2 contains 206992 members 
Mstep: Class 3 contains 30391 members 
Mstep: Class 4 contains 56366 members 
Mstep: Class 5 contains 176240 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 145455 members 
Mstep: Class 8 contains 86179 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 144791 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166569 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53309 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 22 contains 14111 members 
Mstep: Class 24 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392160.000000 Penalty: 62900.175781
Iteration 77Q: 19 clusters Score -1.663922e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 217469 members 
Mstep: Class 2 contains 206999 members 
Mstep: Class 3 contains 30313 members 
Mstep: Class 4 contains 56302 members 
Mstep: Class 5 contains 176158 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 145001 members 
Mstep: Class 8 contains 87218 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 144816 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 166516 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53466 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 22 contains 14238 members 
Mstep: Class 24 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166392800.000000 Penalty: 62900.175781
Iteration 78Q: 19 clusters Score -1.663928e+08 nChanged 3862
Entering ConstructFrom: 
Score: -166392800.000000 Penalty: 62900.175781
Entering ConstructFrom: 
Trying to split cluster 1 (216962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216962 members 
Entering Unmasked Estep 
Score: -27779046.000000 Penalty: 3047.294434
	Iteration 0F: 2 clusters Score -2.777905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -27639402.000000 Penalty: 6094.588867
	Iteration 0F: 3 clusters Score -2.76394e+07 nChanged 104672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -27701366.000000 Penalty: 6094.588867
	Iteration 1F: 3 clusters Score -2.770137e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -27703444.000000 Penalty: 6094.588867
	Iteration 2Q: 3 clusters Score -2.770344e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -27707576.000000 Penalty: 6094.588867
	Iteration 3Q: 3 clusters Score -2.770758e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -27715424.000000 Penalty: 6094.588867
	Iteration 4F: 3 clusters Score -2.771542e+07 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161586 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -27729082.000000 Penalty: 6094.588867
	Iteration 5F: 3 clusters Score -2.772908e+07 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -27746934.000000 Penalty: 6094.588867
	Iteration 6F: 3 clusters Score -2.774693e+07 nChanged 17423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198705 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -27762026.000000 Penalty: 6094.588867
	Iteration 7F: 3 clusters Score -2.776203e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209660 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -27771090.000000 Penalty: 6094.588867
	Iteration 8F: 3 clusters Score -2.777109e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214552 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -27774706.000000 Penalty: 6094.588867
	Iteration 9Q: 3 clusters Score -2.777471e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -27775722.000000 Penalty: 6094.588867
	Iteration 10Q: 3 clusters Score -2.777572e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216568 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27776068.000000 Penalty: 6094.588867
	Iteration 11Q: 3 clusters Score -2.777607e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216686 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27776234.000000 Penalty: 6094.588867
	Iteration 12Q: 3 clusters Score -2.777623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216727 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27776306.000000 Penalty: 6094.588867
	Iteration 13Q: 3 clusters Score -2.777631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216739 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27776324.000000 Penalty: 6094.588867
	Iteration 14Q: 3 clusters Score -2.777632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216748 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27776336.000000 Penalty: 6094.588867
	Iteration 15Q: 3 clusters Score -2.777634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216753 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27776346.000000 Penalty: 6094.588867
	Iteration 16Q: 3 clusters Score -2.777635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27776334.000000 Penalty: 6094.588867
	Iteration 17Q: 3 clusters Score -2.777633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216754 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27776344.000000 Penalty: 6094.588867
	Iteration 18Q: 3 clusters Score -2.777634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27776350.000000 Penalty: 6094.588867
	Iteration 19Q: 3 clusters Score -2.777635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27776350.000000 Penalty: 6094.588867
	Iteration 20F: 3 clusters Score -2.777635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (206981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206981 members 
Entering Unmasked Estep 
Score: -26857946.000000 Penalty: 3035.614746
	Iteration 0F: 2 clusters Score -2.685795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -26753718.000000 Penalty: 6071.229492
	Iteration 0F: 3 clusters Score -2.675372e+07 nChanged 99849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -26811786.000000 Penalty: 6071.229492
	Iteration 1F: 3 clusters Score -2.681179e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -26813210.000000 Penalty: 6071.229492
	Iteration 2Q: 3 clusters Score -2.681321e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -26815534.000000 Penalty: 6071.229492
	Iteration 3Q: 3 clusters Score -2.681553e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -26819558.000000 Penalty: 6071.229492
	Iteration 4Q: 3 clusters Score -2.681956e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -26826432.000000 Penalty: 6071.229492
	Iteration 5F: 3 clusters Score -2.682643e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -26837606.000000 Penalty: 6071.229492
	Iteration 6F: 3 clusters Score -2.683761e+07 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 166020 members 
Entering Unmasked Estep 
Score: -26851680.000000 Penalty: 6071.229492
	Iteration 7F: 3 clusters Score -2.685168e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -26859400.000000 Penalty: 6071.229492
	Iteration 8F: 3 clusters Score -2.68594e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 192295 members 
Entering Unmasked Estep 
Score: -26859286.000000 Penalty: 6071.229492
	Iteration 9F: 3 clusters Score -2.685929e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 198764 members 
Entering Unmasked Estep 
Score: -26858576.000000 Penalty: 6071.229492
	Iteration 10Q: 3 clusters Score -2.685858e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 202095 members 
Entering Unmasked Estep 
Score: -26857954.000000 Penalty: 6071.229492
	Iteration 11Q: 3 clusters Score -2.685795e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 203833 members 
Entering Unmasked Estep 
Score: -26857404.000000 Penalty: 6071.229492
	Iteration 12Q: 3 clusters Score -2.68574e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 204790 members 
Entering Unmasked Estep 
Score: -26856998.000000 Penalty: 6071.229492
	Iteration 13Q: 3 clusters Score -2.6857e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -26856648.000000 Penalty: 6071.229492
	Iteration 14Q: 3 clusters Score -2.685665e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 205686 members 
Entering Unmasked Estep 
Score: -26856432.000000 Penalty: 6071.229492
	Iteration 15Q: 3 clusters Score -2.685643e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 205897 members 
Entering Unmasked Estep 
Score: -26856336.000000 Penalty: 6071.229492
	Iteration 16Q: 3 clusters Score -2.685634e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -26856254.000000 Penalty: 6071.229492
	Iteration 17Q: 3 clusters Score -2.685625e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 206168 members 
Entering Unmasked Estep 
Score: -26856200.000000 Penalty: 6071.229492
	Iteration 18Q: 3 clusters Score -2.68562e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 206234 members 
Entering Unmasked Estep 
Score: -26856162.000000 Penalty: 6071.229492
	Iteration 19Q: 3 clusters Score -2.685616e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 206280 members 
Entering Unmasked Estep 
Score: -26856110.000000 Penalty: 6071.229492
	Iteration 20F: 3 clusters Score -2.685611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 206319 members 
Entering Unmasked Estep 
Score: -26856090.000000 Penalty: 6071.229492
	Iteration 21Q: 3 clusters Score -2.685609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 206350 members 
Entering Unmasked Estep 
Score: -26856078.000000 Penalty: 6071.229492
	Iteration 22Q: 3 clusters Score -2.685608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 206370 members 
Entering Unmasked Estep 
Score: -26856058.000000 Penalty: 6071.229492
	Iteration 23Q: 3 clusters Score -2.685606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 206375 members 
Entering Unmasked Estep 
Score: -26856066.000000 Penalty: 6071.229492
	Iteration 24Q: 3 clusters Score -2.685607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 206383 members 
Entering Unmasked Estep 
Score: -26856044.000000 Penalty: 6071.229492
	Iteration 25Q: 3 clusters Score -2.685604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -26856044.000000 Penalty: 6071.229492
	Iteration 26Q: 3 clusters Score -2.685604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 206395 members 
Entering Unmasked Estep 
Score: -26856020.000000 Penalty: 6071.229492
	Iteration 27Q: 3 clusters Score -2.685602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 206407 members 
Entering Unmasked Estep 
Score: -26856010.000000 Penalty: 6071.229492
	Iteration 28Q: 3 clusters Score -2.685601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 206418 members 
Entering Unmasked Estep 
Score: -26856018.000000 Penalty: 6071.229492
	Iteration 29Q: 3 clusters Score -2.685602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 206426 members 
Entering Unmasked Estep 
Score: -26856012.000000 Penalty: 6071.229492
	Iteration 30Q: 3 clusters Score -2.685601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 206432 members 
Entering Unmasked Estep 
Score: -26856002.000000 Penalty: 6071.229492
	Iteration 31Q: 3 clusters Score -2.6856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 206435 members 
Entering Unmasked Estep 
Score: -26856002.000000 Penalty: 6071.229492
	Iteration 32Q: 3 clusters Score -2.6856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 206438 members 
Entering Unmasked Estep 
Score: -26856002.000000 Penalty: 6071.229492
	Iteration 33Q: 3 clusters Score -2.6856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 206443 members 
Entering Unmasked Estep 
Score: -26855990.000000 Penalty: 6071.229492
	Iteration 34Q: 3 clusters Score -2.685599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 206445 members 
Entering Unmasked Estep 
Score: -26856006.000000 Penalty: 6071.229492
	Iteration 35Q: 3 clusters Score -2.685601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 206447 members 
Entering Unmasked Estep 
Score: -26856002.000000 Penalty: 6071.229492
	Iteration 36Q: 3 clusters Score -2.6856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -26856002.000000 Penalty: 6071.229492
	Iteration 37Q: 3 clusters Score -2.6856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 206449 members 
Entering Unmasked Estep 
Score: -26856014.000000 Penalty: 6071.229492
	Iteration 38Q: 3 clusters Score -2.685601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 206449 members 
Entering Unmasked Estep 
Score: -26856014.000000 Penalty: 6071.229492
	Iteration 39F: 3 clusters Score -2.685601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Entering Unmasked Estep 
Score: -3860751.000000 Penalty: 2558.612793
	Iteration 0F: 2 clusters Score -3860751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3840074.250000 Penalty: 5117.225586
	Iteration 0F: 3 clusters Score -3840074 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3847415.750000 Penalty: 5117.225586
	Iteration 1F: 3 clusters Score -3847416 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3847888.750000 Penalty: 5117.225586
	Iteration 2Q: 3 clusters Score -3847889 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3848377.500000 Penalty: 5117.225586
	Iteration 3Q: 3 clusters Score -3848378 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3849017.250000 Penalty: 5117.225586
	Iteration 4Q: 3 clusters Score -3849017 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3849688.250000 Penalty: 5117.225586
	Iteration 5Q: 3 clusters Score -3849688 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3850281.500000 Penalty: 5117.225586
	Iteration 6Q: 3 clusters Score -3850282 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3850834.000000 Penalty: 5117.225586
	Iteration 7Q: 3 clusters Score -3850834 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3851352.750000 Penalty: 5117.225586
	Iteration 8Q: 3 clusters Score -3851353 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3851945.000000 Penalty: 5117.225586
	Iteration 9Q: 3 clusters Score -3851945 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3852707.500000 Penalty: 5117.225586
	Iteration 10Q: 3 clusters Score -3852708 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3853554.750000 Penalty: 5117.225586
	Iteration 11Q: 3 clusters Score -3853555 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3854498.500000 Penalty: 5117.225586
	Iteration 12Q: 3 clusters Score -3854498 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3855334.750000 Penalty: 5117.225586
	Iteration 13Q: 3 clusters Score -3855335 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3856008.500000 Penalty: 5117.225586
	Iteration 14Q: 3 clusters Score -3856008 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3856632.750000 Penalty: 5117.225586
	Iteration 15Q: 3 clusters Score -3856633 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3857317.000000 Penalty: 5117.225586
	Iteration 16Q: 3 clusters Score -3857317 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3857869.750000 Penalty: 5117.225586
	Iteration 17Q: 3 clusters Score -3857870 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3858212.750000 Penalty: 5117.225586
	Iteration 18Q: 3 clusters Score -3858213 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3858503.500000 Penalty: 5117.225586
	Iteration 19Q: 3 clusters Score -3858504 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3858699.250000 Penalty: 5117.225586
	Iteration 20F: 3 clusters Score -3858699 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3858817.000000 Penalty: 5117.225586
	Iteration 21Q: 3 clusters Score -3858817 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3858906.750000 Penalty: 5117.225586
	Iteration 22Q: 3 clusters Score -3858907 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3858983.750000 Penalty: 5117.225586
	Iteration 23Q: 3 clusters Score -3858984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3859068.250000 Penalty: 5117.225586
	Iteration 24Q: 3 clusters Score -3859068 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3859141.000000 Penalty: 5117.225586
	Iteration 25Q: 3 clusters Score -3859141 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3859191.000000 Penalty: 5117.225586
	Iteration 26Q: 3 clusters Score -3859191 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3859257.250000 Penalty: 5117.225586
	Iteration 27Q: 3 clusters Score -3859257 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3859291.000000 Penalty: 5117.225586
	Iteration 28Q: 3 clusters Score -3859291 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3859340.000000 Penalty: 5117.225586
	Iteration 29Q: 3 clusters Score -3859340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3859369.250000 Penalty: 5117.225586
	Iteration 30Q: 3 clusters Score -3859369 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3859402.250000 Penalty: 5117.225586
	Iteration 31Q: 3 clusters Score -3859402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3859438.000000 Penalty: 5117.225586
	Iteration 32Q: 3 clusters Score -3859438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3859451.750000 Penalty: 5117.225586
	Iteration 33Q: 3 clusters Score -3859452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3859472.500000 Penalty: 5117.225586
	Iteration 34Q: 3 clusters Score -3859472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3859504.750000 Penalty: 5117.225586
	Iteration 35Q: 3 clusters Score -3859505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3859516.750000 Penalty: 5117.225586
	Iteration 36Q: 3 clusters Score -3859517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3859537.250000 Penalty: 5117.225586
	Iteration 37Q: 3 clusters Score -3859537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3859547.750000 Penalty: 5117.225586
	Iteration 38Q: 3 clusters Score -3859548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3859550.500000 Penalty: 5117.225586
	Iteration 39Q: 3 clusters Score -3859550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3859567.500000 Penalty: 5117.225586
	Iteration 40F: 3 clusters Score -3859568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3859572.250000 Penalty: 5117.225586
	Iteration 41Q: 3 clusters Score -3859572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3859573.000000 Penalty: 5117.225586
	Iteration 42Q: 3 clusters Score -3859573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3859573.750000 Penalty: 5117.225586
	Iteration 43Q: 3 clusters Score -3859574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3859572.250000 Penalty: 5117.225586
	Iteration 44Q: 3 clusters Score -3859572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3859580.500000 Penalty: 5117.225586
	Iteration 45Q: 3 clusters Score -3859580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3859588.500000 Penalty: 5117.225586
	Iteration 46Q: 3 clusters Score -3859588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3859605.500000 Penalty: 5117.225586
	Iteration 47Q: 3 clusters Score -3859606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3859608.000000 Penalty: 5117.225586
	Iteration 48Q: 3 clusters Score -3859608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3859612.500000 Penalty: 5117.225586
	Iteration 49Q: 3 clusters Score -3859612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3859616.500000 Penalty: 5117.225586
	Iteration 50Q: 3 clusters Score -3859616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3859614.000000 Penalty: 5117.225586
	Iteration 51Q: 3 clusters Score -3859614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3859622.500000 Penalty: 5117.225586
	Iteration 52Q: 3 clusters Score -3859622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3859626.500000 Penalty: 5117.225586
	Iteration 53Q: 3 clusters Score -3859626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3859625.000000 Penalty: 5117.225586
	Iteration 54Q: 3 clusters Score -3859625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3859620.250000 Penalty: 5117.225586
	Iteration 55Q: 3 clusters Score -3859620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3859619.250000 Penalty: 5117.225586
	Iteration 56Q: 3 clusters Score -3859619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3859620.250000 Penalty: 5117.225586
	Iteration 57Q: 3 clusters Score -3859620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3859623.750000 Penalty: 5117.225586
	Iteration 58Q: 3 clusters Score -3859624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3859628.500000 Penalty: 5117.225586
	Iteration 59Q: 3 clusters Score -3859628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3859623.750000 Penalty: 5117.225586
	Iteration 60F: 3 clusters Score -3859624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3859623.750000 Penalty: 5117.225586
	Iteration 61Q: 3 clusters Score -3859624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3859618.500000 Penalty: 5117.225586
	Iteration 62Q: 3 clusters Score -3859618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3859619.250000 Penalty: 5117.225586
	Iteration 63Q: 3 clusters Score -3859619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3859627.500000 Penalty: 5117.225586
	Iteration 64Q: 3 clusters Score -3859628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3859629.250000 Penalty: 5117.225586
	Iteration 65Q: 3 clusters Score -3859629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3859628.000000 Penalty: 5117.225586
	Iteration 66Q: 3 clusters Score -3859628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3859628.250000 Penalty: 5117.225586
	Iteration 67Q: 3 clusters Score -3859628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3859630.000000 Penalty: 5117.225586
	Iteration 68Q: 3 clusters Score -3859630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3859634.750000 Penalty: 5117.225586
	Iteration 69Q: 3 clusters Score -3859635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3859636.250000 Penalty: 5117.225586
	Iteration 70Q: 3 clusters Score -3859636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3859634.250000 Penalty: 5117.225586
	Iteration 71Q: 3 clusters Score -3859634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3859635.000000 Penalty: 5117.225586
	Iteration 72Q: 3 clusters Score -3859635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3859633.000000 Penalty: 5117.225586
	Iteration 73Q: 3 clusters Score -3859633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3859635.500000 Penalty: 5117.225586
	Iteration 74Q: 3 clusters Score -3859636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3859638.750000 Penalty: 5117.225586
	Iteration 75Q: 3 clusters Score -3859639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3859640.500000 Penalty: 5117.225586
	Iteration 76Q: 3 clusters Score -3859640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3859639.500000 Penalty: 5117.225586
	Iteration 77Q: 3 clusters Score -3859640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3859648.750000 Penalty: 5117.225586
	Iteration 78Q: 3 clusters Score -3859649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3859647.000000 Penalty: 5117.225586
	Iteration 79Q: 3 clusters Score -3859647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3859650.500000 Penalty: 5117.225586
	Iteration 80F: 3 clusters Score -3859650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3859650.000000 Penalty: 5117.225586
	Iteration 81Q: 3 clusters Score -3859650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3859648.750000 Penalty: 5117.225586
	Iteration 82Q: 3 clusters Score -3859649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3859648.750000 Penalty: 5117.225586
	Iteration 83Q: 3 clusters Score -3859649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3859648.000000 Penalty: 5117.225586
	Iteration 84Q: 3 clusters Score -3859648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3859652.250000 Penalty: 5117.225586
	Iteration 85Q: 3 clusters Score -3859652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3859650.250000 Penalty: 5117.225586
	Iteration 86Q: 3 clusters Score -3859650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3859646.000000 Penalty: 5117.225586
	Iteration 87Q: 3 clusters Score -3859646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3859641.250000 Penalty: 5117.225586
	Iteration 88Q: 3 clusters Score -3859641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3859641.250000 Penalty: 5117.225586
	Iteration 89Q: 3 clusters Score -3859641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3859642.500000 Penalty: 5117.225586
	Iteration 90Q: 3 clusters Score -3859642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3859640.750000 Penalty: 5117.225586
	Iteration 91Q: 3 clusters Score -3859641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3859639.000000 Penalty: 5117.225586
	Iteration 92Q: 3 clusters Score -3859639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3859637.750000 Penalty: 5117.225586
	Iteration 93Q: 3 clusters Score -3859638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3859637.000000 Penalty: 5117.225586
	Iteration 94Q: 3 clusters Score -3859637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3859637.750000 Penalty: 5117.225586
	Iteration 95Q: 3 clusters Score -3859638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3859637.750000 Penalty: 5117.225586
	Iteration 96F: 3 clusters Score -3859638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Entering Unmasked Estep 
Score: -6965773.500000 Penalty: 2712.506348
	Iteration 0F: 2 clusters Score -6965774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6928107.500000 Penalty: 5425.012695
	Iteration 0F: 3 clusters Score -6928108 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -6942125.500000 Penalty: 5425.012695
	Iteration 1F: 3 clusters Score -6942126 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6942639.500000 Penalty: 5425.012695
	Iteration 2Q: 3 clusters Score -6942640 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6943187.500000 Penalty: 5425.012695
	Iteration 3Q: 3 clusters Score -6943188 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -6943786.500000 Penalty: 5425.012695
	Iteration 4Q: 3 clusters Score -6943786 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -6944491.000000 Penalty: 5425.012695
	Iteration 5Q: 3 clusters Score -6944491 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -6945517.000000 Penalty: 5425.012695
	Iteration 6Q: 3 clusters Score -6945517 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6947045.000000 Penalty: 5425.012695
	Iteration 7F: 3 clusters Score -6947045 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -6949496.500000 Penalty: 5425.012695
	Iteration 8F: 3 clusters Score -6949496 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6952950.500000 Penalty: 5425.012695
	Iteration 9F: 3 clusters Score -6952950 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6956802.500000 Penalty: 5425.012695
	Iteration 10F: 3 clusters Score -6956802 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6960073.500000 Penalty: 5425.012695
	Iteration 11F: 3 clusters Score -6960074 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6962160.500000 Penalty: 5425.012695
	Iteration 12Q: 3 clusters Score -6962160 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6963282.500000 Penalty: 5425.012695
	Iteration 13Q: 3 clusters Score -6963282 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -6963878.500000 Penalty: 5425.012695
	Iteration 14Q: 3 clusters Score -6963878 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -6964157.000000 Penalty: 5425.012695
	Iteration 15Q: 3 clusters Score -6964157 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -6964310.000000 Penalty: 5425.012695
	Iteration 16Q: 3 clusters Score -6964310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -6964408.500000 Penalty: 5425.012695
	Iteration 17Q: 3 clusters Score -6964408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -6964469.500000 Penalty: 5425.012695
	Iteration 18Q: 3 clusters Score -6964470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -6964557.500000 Penalty: 5425.012695
	Iteration 19Q: 3 clusters Score -6964558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6964725.000000 Penalty: 5425.012695
	Iteration 20F: 3 clusters Score -6964725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -6964837.000000 Penalty: 5425.012695
	Iteration 21Q: 3 clusters Score -6964837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -6964969.000000 Penalty: 5425.012695
	Iteration 22Q: 3 clusters Score -6964969 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -6965131.500000 Penalty: 5425.012695
	Iteration 23Q: 3 clusters Score -6965132 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -6965250.500000 Penalty: 5425.012695
	Iteration 24Q: 3 clusters Score -6965250 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6965376.500000 Penalty: 5425.012695
	Iteration 25Q: 3 clusters Score -6965376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6965480.000000 Penalty: 5425.012695
	Iteration 26Q: 3 clusters Score -6965480 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -6965578.000000 Penalty: 5425.012695
	Iteration 27Q: 3 clusters Score -6965578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6965656.500000 Penalty: 5425.012695
	Iteration 28Q: 3 clusters Score -6965656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6965703.500000 Penalty: 5425.012695
	Iteration 29Q: 3 clusters Score -6965704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6965729.000000 Penalty: 5425.012695
	Iteration 30Q: 3 clusters Score -6965729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -6965756.500000 Penalty: 5425.012695
	Iteration 31Q: 3 clusters Score -6965756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -6965776.000000 Penalty: 5425.012695
	Iteration 32Q: 3 clusters Score -6965776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -6965790.500000 Penalty: 5425.012695
	Iteration 33Q: 3 clusters Score -6965790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -6965802.500000 Penalty: 5425.012695
	Iteration 34Q: 3 clusters Score -6965802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -6965789.000000 Penalty: 5425.012695
	Iteration 35Q: 3 clusters Score -6965789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -6965792.000000 Penalty: 5425.012695
	Iteration 36Q: 3 clusters Score -6965792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -6965787.000000 Penalty: 5425.012695
	Iteration 37Q: 3 clusters Score -6965787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6965791.000000 Penalty: 5425.012695
	Iteration 38Q: 3 clusters Score -6965791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -6965793.000000 Penalty: 5425.012695
	Iteration 39Q: 3 clusters Score -6965793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -6965793.000000 Penalty: 5425.012695
	Iteration 40F: 3 clusters Score -6965793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -6965796.500000 Penalty: 5425.012695
	Iteration 41Q: 3 clusters Score -6965796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -6965796.500000 Penalty: 5425.012695
	Iteration 42F: 3 clusters Score -6965796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 206981 members 
Mstep: Class 3 contains 30242 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 176123 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 144543 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 144798 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 54257 members 
Mstep: Class 14 contains 166494 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53589 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
Score: -166392720.000000 Penalty: 66394.625000
Splitting cluster 4 changes total score from -166392800.000000 to -166392720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Entering Unmasked Estep 
Score: -22626220.000000 Penalty: 2995.576416
	Iteration 0F: 2 clusters Score -2.262622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -22509094.000000 Penalty: 5991.152832
	Iteration 0F: 3 clusters Score -2.250909e+07 nChanged 84688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -22560300.000000 Penalty: 5991.152832
	Iteration 1F: 3 clusters Score -2.25603e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -22563016.000000 Penalty: 5991.152832
	Iteration 2Q: 3 clusters Score -2.256302e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -22566736.000000 Penalty: 5991.152832
	Iteration 3Q: 3 clusters Score -2.256674e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -22571234.000000 Penalty: 5991.152832
	Iteration 4Q: 3 clusters Score -2.257123e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -22576876.000000 Penalty: 5991.152832
	Iteration 5F: 3 clusters Score -2.257688e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -22582976.000000 Penalty: 5991.152832
	Iteration 6F: 3 clusters Score -2.258298e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117296 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -22589820.000000 Penalty: 5991.152832
	Iteration 7F: 3 clusters Score -2.258982e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -22596654.000000 Penalty: 5991.152832
	Iteration 8F: 3 clusters Score -2.259665e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -22602048.000000 Penalty: 5991.152832
	Iteration 9F: 3 clusters Score -2.260205e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -22605540.000000 Penalty: 5991.152832
	Iteration 10Q: 3 clusters Score -2.260554e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -22607112.000000 Penalty: 5991.152832
	Iteration 11Q: 3 clusters Score -2.260711e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -22608130.000000 Penalty: 5991.152832
	Iteration 12Q: 3 clusters Score -2.260813e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -22609014.000000 Penalty: 5991.152832
	Iteration 13Q: 3 clusters Score -2.260901e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -22609812.000000 Penalty: 5991.152832
	Iteration 14Q: 3 clusters Score -2.260981e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -22610742.000000 Penalty: 5991.152832
	Iteration 15Q: 3 clusters Score -2.261074e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143013 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -22611532.000000 Penalty: 5991.152832
	Iteration 16Q: 3 clusters Score -2.261153e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -22612374.000000 Penalty: 5991.152832
	Iteration 17Q: 3 clusters Score -2.261237e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -22613200.000000 Penalty: 5991.152832
	Iteration 18Q: 3 clusters Score -2.26132e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -22614024.000000 Penalty: 5991.152832
	Iteration 19Q: 3 clusters Score -2.261402e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -22615002.000000 Penalty: 5991.152832
	Iteration 20F: 3 clusters Score -2.2615e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156723 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -22616024.000000 Penalty: 5991.152832
	Iteration 21Q: 3 clusters Score -2.261602e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -22617056.000000 Penalty: 5991.152832
	Iteration 22Q: 3 clusters Score -2.261706e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -22617972.000000 Penalty: 5991.152832
	Iteration 23Q: 3 clusters Score -2.261797e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -22618906.000000 Penalty: 5991.152832
	Iteration 24Q: 3 clusters Score -2.261891e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -22619860.000000 Penalty: 5991.152832
	Iteration 25Q: 3 clusters Score -2.261986e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -22620712.000000 Penalty: 5991.152832
	Iteration 26Q: 3 clusters Score -2.262071e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -22621334.000000 Penalty: 5991.152832
	Iteration 27Q: 3 clusters Score -2.262133e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -22621884.000000 Penalty: 5991.152832
	Iteration 28Q: 3 clusters Score -2.262188e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -22622382.000000 Penalty: 5991.152832
	Iteration 29Q: 3 clusters Score -2.262238e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172487 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22622692.000000 Penalty: 5991.152832
	Iteration 30Q: 3 clusters Score -2.262269e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22622928.000000 Penalty: 5991.152832
	Iteration 31Q: 3 clusters Score -2.262293e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -22623164.000000 Penalty: 5991.152832
	Iteration 32Q: 3 clusters Score -2.262316e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -22623298.000000 Penalty: 5991.152832
	Iteration 33Q: 3 clusters Score -2.26233e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22623416.000000 Penalty: 5991.152832
	Iteration 34Q: 3 clusters Score -2.262342e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22623496.000000 Penalty: 5991.152832
	Iteration 35Q: 3 clusters Score -2.26235e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22623550.000000 Penalty: 5991.152832
	Iteration 36Q: 3 clusters Score -2.262355e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174695 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22623594.000000 Penalty: 5991.152832
	Iteration 37Q: 3 clusters Score -2.262359e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174777 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -22623642.000000 Penalty: 5991.152832
	Iteration 38Q: 3 clusters Score -2.262364e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174850 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -22623658.000000 Penalty: 5991.152832
	Iteration 39Q: 3 clusters Score -2.262366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22623646.000000 Penalty: 5991.152832
	Iteration 40F: 3 clusters Score -2.262365e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174946 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22623686.000000 Penalty: 5991.152832
	Iteration 41Q: 3 clusters Score -2.262369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22623712.000000 Penalty: 5991.152832
	Iteration 42Q: 3 clusters Score -2.262371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -22623724.000000 Penalty: 5991.152832
	Iteration 43Q: 3 clusters Score -2.262372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22623718.000000 Penalty: 5991.152832
	Iteration 44Q: 3 clusters Score -2.262372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175053 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22623736.000000 Penalty: 5991.152832
	Iteration 45Q: 3 clusters Score -2.262374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22623720.000000 Penalty: 5991.152832
	Iteration 46Q: 3 clusters Score -2.262372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22623736.000000 Penalty: 5991.152832
	Iteration 47Q: 3 clusters Score -2.262374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22623736.000000 Penalty: 5991.152832
	Iteration 48Q: 3 clusters Score -2.262374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22623766.000000 Penalty: 5991.152832
	Iteration 49Q: 3 clusters Score -2.262377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22623768.000000 Penalty: 5991.152832
	Iteration 50Q: 3 clusters Score -2.262377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22623784.000000 Penalty: 5991.152832
	Iteration 51Q: 3 clusters Score -2.262378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175136 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22623784.000000 Penalty: 5991.152832
	Iteration 52Q: 3 clusters Score -2.262378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22623782.000000 Penalty: 5991.152832
	Iteration 53Q: 3 clusters Score -2.262378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -22623774.000000 Penalty: 5991.152832
	Iteration 54Q: 3 clusters Score -2.262377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175145 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22623768.000000 Penalty: 5991.152832
	Iteration 55Q: 3 clusters Score -2.262377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22623766.000000 Penalty: 5991.152832
	Iteration 56Q: 3 clusters Score -2.262377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22623768.000000 Penalty: 5991.152832
	Iteration 57Q: 3 clusters Score -2.262377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22623762.000000 Penalty: 5991.152832
	Iteration 58Q: 3 clusters Score -2.262376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175146 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22623772.000000 Penalty: 5991.152832
	Iteration 59Q: 3 clusters Score -2.262377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175146 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22623772.000000 Penalty: 5991.152832
	Iteration 60F: 3 clusters Score -2.262377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -101905.648438 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -101905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100108.617188 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -100108.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100760.976562 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -100761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101357.585938 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -101357.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -102080.250000 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -102080.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102652.210938 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -102652.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102933.929688 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -102933.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103164.406250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -103164.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103463.585938 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -103463.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104102.062500 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -104102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104176.164062 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -104176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104245.992188 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -104246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104352.203125 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -104352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -104530.023438 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -104530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104946.187500 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -104946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104951.992188 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -104952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104957.570312 Penalty: 3421.762451
	Iteration 15F: 3 clusters Score -104957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104976.203125 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -104976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104976.203125 Penalty: 3421.762451
	Iteration 17F: 3 clusters Score -104976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 206981 members 
Mstep: Class 3 contains 30242 members 
Mstep: Class 4 contains 56248 members 
Mstep: Class 5 contains 176123 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 144543 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 144798 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 166494 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53589 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
Score: -166394688.000000 Penalty: 66394.625000
Splitting cluster 6 changes total score from -166392800.000000 to -166394688.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (144543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144543 members 
Entering Unmasked Estep 
Score: -18727548.000000 Penalty: 2946.570312
	Iteration 0F: 2 clusters Score -1.872755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -18631098.000000 Penalty: 5893.140625
	Iteration 0F: 3 clusters Score -1.86311e+07 nChanged 69207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -18671030.000000 Penalty: 5893.140625
	Iteration 1F: 3 clusters Score -1.867103e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -18671818.000000 Penalty: 5893.140625
	Iteration 2Q: 3 clusters Score -1.867182e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -18672626.000000 Penalty: 5893.140625
	Iteration 3Q: 3 clusters Score -1.867263e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -18673528.000000 Penalty: 5893.140625
	Iteration 4Q: 3 clusters Score -1.867353e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -18674698.000000 Penalty: 5893.140625
	Iteration 5Q: 3 clusters Score -1.86747e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -18676378.000000 Penalty: 5893.140625
	Iteration 6Q: 3 clusters Score -1.867638e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -18678996.000000 Penalty: 5893.140625
	Iteration 7Q: 3 clusters Score -1.8679e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -18683028.000000 Penalty: 5893.140625
	Iteration 8Q: 3 clusters Score -1.868303e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -18689120.000000 Penalty: 5893.140625
	Iteration 9F: 3 clusters Score -1.868912e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -18697488.000000 Penalty: 5893.140625
	Iteration 10F: 3 clusters Score -1.869749e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -18705122.000000 Penalty: 5893.140625
	Iteration 11F: 3 clusters Score -1.870512e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -18708864.000000 Penalty: 5893.140625
	Iteration 12F: 3 clusters Score -1.870886e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -18710306.000000 Penalty: 5893.140625
	Iteration 13Q: 3 clusters Score -1.871031e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -18711166.000000 Penalty: 5893.140625
	Iteration 14Q: 3 clusters Score -1.871117e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -18711872.000000 Penalty: 5893.140625
	Iteration 15Q: 3 clusters Score -1.871187e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -18712440.000000 Penalty: 5893.140625
	Iteration 16Q: 3 clusters Score -1.871244e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -18712926.000000 Penalty: 5893.140625
	Iteration 17Q: 3 clusters Score -1.871293e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -18713390.000000 Penalty: 5893.140625
	Iteration 18Q: 3 clusters Score -1.871339e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -18713796.000000 Penalty: 5893.140625
	Iteration 19Q: 3 clusters Score -1.87138e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -18714238.000000 Penalty: 5893.140625
	Iteration 20F: 3 clusters Score -1.871424e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -18714634.000000 Penalty: 5893.140625
	Iteration 21Q: 3 clusters Score -1.871463e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -18715090.000000 Penalty: 5893.140625
	Iteration 22Q: 3 clusters Score -1.871509e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -18715380.000000 Penalty: 5893.140625
	Iteration 23Q: 3 clusters Score -1.871538e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -18715914.000000 Penalty: 5893.140625
	Iteration 24Q: 3 clusters Score -1.871591e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -18716484.000000 Penalty: 5893.140625
	Iteration 25Q: 3 clusters Score -1.871648e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -18717032.000000 Penalty: 5893.140625
	Iteration 26Q: 3 clusters Score -1.871703e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -18717440.000000 Penalty: 5893.140625
	Iteration 27Q: 3 clusters Score -1.871744e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -18717968.000000 Penalty: 5893.140625
	Iteration 28Q: 3 clusters Score -1.871797e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -18718390.000000 Penalty: 5893.140625
	Iteration 29Q: 3 clusters Score -1.871839e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -18718776.000000 Penalty: 5893.140625
	Iteration 30Q: 3 clusters Score -1.871878e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -18719256.000000 Penalty: 5893.140625
	Iteration 31Q: 3 clusters Score -1.871926e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -18719708.000000 Penalty: 5893.140625
	Iteration 32Q: 3 clusters Score -1.871971e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 121670 members 
Entering Unmasked Estep 
Score: -18720114.000000 Penalty: 5893.140625
	Iteration 33Q: 3 clusters Score -1.872011e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -18720578.000000 Penalty: 5893.140625
	Iteration 34Q: 3 clusters Score -1.872058e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -18721098.000000 Penalty: 5893.140625
	Iteration 35Q: 3 clusters Score -1.87211e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 126273 members 
Entering Unmasked Estep 
Score: -18721602.000000 Penalty: 5893.140625
	Iteration 36Q: 3 clusters Score -1.87216e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -18721912.000000 Penalty: 5893.140625
	Iteration 37Q: 3 clusters Score -1.872191e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -18722240.000000 Penalty: 5893.140625
	Iteration 38Q: 3 clusters Score -1.872224e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 130300 members 
Entering Unmasked Estep 
Score: -18722614.000000 Penalty: 5893.140625
	Iteration 39Q: 3 clusters Score -1.872261e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 131544 members 
Entering Unmasked Estep 
Score: -18723002.000000 Penalty: 5893.140625
	Iteration 40F: 3 clusters Score -1.8723e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -18723346.000000 Penalty: 5893.140625
	Iteration 41Q: 3 clusters Score -1.872335e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -18723494.000000 Penalty: 5893.140625
	Iteration 42Q: 3 clusters Score -1.872349e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 134594 members 
Entering Unmasked Estep 
Score: -18723694.000000 Penalty: 5893.140625
	Iteration 43Q: 3 clusters Score -1.872369e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 135470 members 
Entering Unmasked Estep 
Score: -18723994.000000 Penalty: 5893.140625
	Iteration 44Q: 3 clusters Score -1.872399e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -18724218.000000 Penalty: 5893.140625
	Iteration 45Q: 3 clusters Score -1.872422e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -18724378.000000 Penalty: 5893.140625
	Iteration 46Q: 3 clusters Score -1.872438e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -18724482.000000 Penalty: 5893.140625
	Iteration 47Q: 3 clusters Score -1.872448e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 138074 members 
Entering Unmasked Estep 
Score: -18724606.000000 Penalty: 5893.140625
	Iteration 48Q: 3 clusters Score -1.872461e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 138552 members 
Entering Unmasked Estep 
Score: -18724700.000000 Penalty: 5893.140625
	Iteration 49Q: 3 clusters Score -1.87247e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -18724814.000000 Penalty: 5893.140625
	Iteration 50Q: 3 clusters Score -1.872481e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -18724966.000000 Penalty: 5893.140625
	Iteration 51Q: 3 clusters Score -1.872497e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -18724982.000000 Penalty: 5893.140625
	Iteration 52Q: 3 clusters Score -1.872498e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -18724976.000000 Penalty: 5893.140625
	Iteration 53Q: 3 clusters Score -1.872498e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -18725064.000000 Penalty: 5893.140625
	Iteration 54Q: 3 clusters Score -1.872506e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -18725148.000000 Penalty: 5893.140625
	Iteration 55Q: 3 clusters Score -1.872515e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -18725176.000000 Penalty: 5893.140625
	Iteration 56Q: 3 clusters Score -1.872518e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 140924 members 
Entering Unmasked Estep 
Score: -18725156.000000 Penalty: 5893.140625
	Iteration 57Q: 3 clusters Score -1.872516e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 141078 members 
Entering Unmasked Estep 
Score: -18725170.000000 Penalty: 5893.140625
	Iteration 58Q: 3 clusters Score -1.872517e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 141212 members 
Entering Unmasked Estep 
Score: -18725172.000000 Penalty: 5893.140625
	Iteration 59Q: 3 clusters Score -1.872517e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 141341 members 
Entering Unmasked Estep 
Score: -18725192.000000 Penalty: 5893.140625
	Iteration 60F: 3 clusters Score -1.872519e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -18725226.000000 Penalty: 5893.140625
	Iteration 61Q: 3 clusters Score -1.872523e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -18725266.000000 Penalty: 5893.140625
	Iteration 62Q: 3 clusters Score -1.872527e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 141631 members 
Entering Unmasked Estep 
Score: -18725312.000000 Penalty: 5893.140625
	Iteration 63Q: 3 clusters Score -1.872531e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -18725332.000000 Penalty: 5893.140625
	Iteration 64Q: 3 clusters Score -1.872533e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -18725376.000000 Penalty: 5893.140625
	Iteration 65Q: 3 clusters Score -1.872538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 141873 members 
Entering Unmasked Estep 
Score: -18725366.000000 Penalty: 5893.140625
	Iteration 66Q: 3 clusters Score -1.872537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -18725368.000000 Penalty: 5893.140625
	Iteration 67Q: 3 clusters Score -1.872537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 141974 members 
Entering Unmasked Estep 
Score: -18725384.000000 Penalty: 5893.140625
	Iteration 68Q: 3 clusters Score -1.872538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -18725378.000000 Penalty: 5893.140625
	Iteration 69Q: 3 clusters Score -1.872538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -18725368.000000 Penalty: 5893.140625
	Iteration 70Q: 3 clusters Score -1.872537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 142072 members 
Entering Unmasked Estep 
Score: -18725356.000000 Penalty: 5893.140625
	Iteration 71Q: 3 clusters Score -1.872536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -18725362.000000 Penalty: 5893.140625
	Iteration 72Q: 3 clusters Score -1.872536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -18725374.000000 Penalty: 5893.140625
	Iteration 73Q: 3 clusters Score -1.872537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -18725374.000000 Penalty: 5893.140625
	Iteration 74Q: 3 clusters Score -1.872537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 142142 members 
Entering Unmasked Estep 
Score: -18725404.000000 Penalty: 5893.140625
	Iteration 75Q: 3 clusters Score -1.87254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -18725416.000000 Penalty: 5893.140625
	Iteration 76Q: 3 clusters Score -1.872542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -18725418.000000 Penalty: 5893.140625
	Iteration 77Q: 3 clusters Score -1.872542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -18725400.000000 Penalty: 5893.140625
	Iteration 78Q: 3 clusters Score -1.87254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 142217 members 
Entering Unmasked Estep 
Score: -18725420.000000 Penalty: 5893.140625
	Iteration 79Q: 3 clusters Score -1.872542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -18725424.000000 Penalty: 5893.140625
	Iteration 80F: 3 clusters Score -1.872542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -18725416.000000 Penalty: 5893.140625
	Iteration 81Q: 3 clusters Score -1.872542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -18725412.000000 Penalty: 5893.140625
	Iteration 82Q: 3 clusters Score -1.872541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 142273 members 
Entering Unmasked Estep 
Score: -18725414.000000 Penalty: 5893.140625
	Iteration 83Q: 3 clusters Score -1.872541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -18725412.000000 Penalty: 5893.140625
	Iteration 84Q: 3 clusters Score -1.872541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -18725418.000000 Penalty: 5893.140625
	Iteration 85Q: 3 clusters Score -1.872542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -18725418.000000 Penalty: 5893.140625
	Iteration 86Q: 3 clusters Score -1.872542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -18725420.000000 Penalty: 5893.140625
	Iteration 87Q: 3 clusters Score -1.872542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 142322 members 
Entering Unmasked Estep 
Score: -18725422.000000 Penalty: 5893.140625
	Iteration 88Q: 3 clusters Score -1.872542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 142326 members 
Entering Unmasked Estep 
Score: -18725416.000000 Penalty: 5893.140625
	Iteration 89Q: 3 clusters Score -1.872542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -18725416.000000 Penalty: 5893.140625
	Iteration 90Q: 3 clusters Score -1.872542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -18725412.000000 Penalty: 5893.140625
	Iteration 91Q: 3 clusters Score -1.872541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -18725412.000000 Penalty: 5893.140625
	Iteration 92F: 3 clusters Score -1.872541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Entering Unmasked Estep 
Score: -11528475.000000 Penalty: 2823.947754
	Iteration 0F: 2 clusters Score -1.152848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -11469608.000000 Penalty: 5647.895508
	Iteration 0F: 3 clusters Score -1.146961e+07 nChanged 41409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -11492799.000000 Penalty: 5647.895508
	Iteration 1F: 3 clusters Score -1.14928e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -11493456.000000 Penalty: 5647.895508
	Iteration 2Q: 3 clusters Score -1.149346e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -11493987.000000 Penalty: 5647.895508
	Iteration 3Q: 3 clusters Score -1.149399e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -11494448.000000 Penalty: 5647.895508
	Iteration 4Q: 3 clusters Score -1.149445e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -11494953.000000 Penalty: 5647.895508
	Iteration 5Q: 3 clusters Score -1.149495e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -11495362.000000 Penalty: 5647.895508
	Iteration 6Q: 3 clusters Score -1.149536e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -11495739.000000 Penalty: 5647.895508
	Iteration 7Q: 3 clusters Score -1.149574e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -11496542.000000 Penalty: 5647.895508
	Iteration 8Q: 3 clusters Score -1.149654e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -11497771.000000 Penalty: 5647.895508
	Iteration 9Q: 3 clusters Score -1.149777e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -11499823.000000 Penalty: 5647.895508
	Iteration 10Q: 3 clusters Score -1.149982e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -11503351.000000 Penalty: 5647.895508
	Iteration 11F: 3 clusters Score -1.150335e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -11508807.000000 Penalty: 5647.895508
	Iteration 12F: 3 clusters Score -1.150881e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -11515275.000000 Penalty: 5647.895508
	Iteration 13F: 3 clusters Score -1.151528e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -11520969.000000 Penalty: 5647.895508
	Iteration 14F: 3 clusters Score -1.152097e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11524068.000000 Penalty: 5647.895508
	Iteration 15Q: 3 clusters Score -1.152407e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11525243.000000 Penalty: 5647.895508
	Iteration 16Q: 3 clusters Score -1.152524e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11525640.000000 Penalty: 5647.895508
	Iteration 17Q: 3 clusters Score -1.152564e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11525790.000000 Penalty: 5647.895508
	Iteration 18Q: 3 clusters Score -1.152579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11525844.000000 Penalty: 5647.895508
	Iteration 19Q: 3 clusters Score -1.152584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11525894.000000 Penalty: 5647.895508
	Iteration 20F: 3 clusters Score -1.152589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11525925.000000 Penalty: 5647.895508
	Iteration 21Q: 3 clusters Score -1.152592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11525926.000000 Penalty: 5647.895508
	Iteration 22Q: 3 clusters Score -1.152593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11525928.000000 Penalty: 5647.895508
	Iteration 23Q: 3 clusters Score -1.152593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11525928.000000 Penalty: 5647.895508
	Iteration 24Q: 3 clusters Score -1.152593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11525932.000000 Penalty: 5647.895508
	Iteration 25Q: 3 clusters Score -1.152593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11525942.000000 Penalty: 5647.895508
	Iteration 26Q: 3 clusters Score -1.152594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11525943.000000 Penalty: 5647.895508
	Iteration 27Q: 3 clusters Score -1.152594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11525958.000000 Penalty: 5647.895508
	Iteration 28Q: 3 clusters Score -1.152596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11525958.000000 Penalty: 5647.895508
	Iteration 29F: 3 clusters Score -1.152596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -650888.437500 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -650888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -646223.687500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -646223.7 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -647325.875000 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -647325.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -647516.562500 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -647516.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -647629.000000 Penalty: 4240.439453
	Iteration 3Q: 3 clusters Score -647629 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -647720.750000 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -647720.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -647801.625000 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -647801.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -647870.562500 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -647870.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -647937.812500 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -647937.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -647993.812500 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -647993.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -648043.312500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -648043.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -648093.875000 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -648093.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -648140.000000 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -648140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -648171.812500 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -648171.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -648204.812500 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -648204.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -648242.312500 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -648242.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -648283.437500 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -648283.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -648323.000000 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -648323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -648364.125000 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -648364.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -648393.187500 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -648393.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -648419.437500 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -648419.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -648453.000000 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -648453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -648480.375000 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -648480.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -648500.125000 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -648500.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -648525.500000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -648525.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -648555.187500 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -648555.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -648585.750000 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -648585.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -648614.937500 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -648614.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -648647.625000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -648647.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -648679.437500 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -648679.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -648701.562500 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -648701.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -648719.562500 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -648719.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -648732.125000 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -648732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -648744.125000 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -648744.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -648754.250000 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -648754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -648765.000000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -648765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -648775.500000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -648775.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -648787.437500 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -648787.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -648793.312500 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -648793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -648798.937500 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -648798.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -648805.437500 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -648805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -648812.250000 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -648812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -648813.312500 Penalty: 4240.439453
	Iteration 41Q: 3 clusters Score -648813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -648816.687500 Penalty: 4240.439453
	Iteration 42Q: 3 clusters Score -648816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -648819.750000 Penalty: 4240.439453
	Iteration 43Q: 3 clusters Score -648819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -648820.750000 Penalty: 4240.439453
	Iteration 44Q: 3 clusters Score -648820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -648821.687500 Penalty: 4240.439453
	Iteration 45Q: 3 clusters Score -648821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -648822.187500 Penalty: 4240.439453
	Iteration 46Q: 3 clusters Score -648822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -648823.375000 Penalty: 4240.439453
	Iteration 47Q: 3 clusters Score -648823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -648825.937500 Penalty: 4240.439453
	Iteration 48Q: 3 clusters Score -648825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -648827.125000 Penalty: 4240.439453
	Iteration 49Q: 3 clusters Score -648827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -648830.812500 Penalty: 4240.439453
	Iteration 50Q: 3 clusters Score -648830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -648833.250000 Penalty: 4240.439453
	Iteration 51Q: 3 clusters Score -648833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -648835.625000 Penalty: 4240.439453
	Iteration 52Q: 3 clusters Score -648835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -648835.437500 Penalty: 4240.439453
	Iteration 53Q: 3 clusters Score -648835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -648839.250000 Penalty: 4240.439453
	Iteration 54Q: 3 clusters Score -648839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -648843.187500 Penalty: 4240.439453
	Iteration 55Q: 3 clusters Score -648843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -648847.375000 Penalty: 4240.439453
	Iteration 56Q: 3 clusters Score -648847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -648851.125000 Penalty: 4240.439453
	Iteration 57Q: 3 clusters Score -648851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -648854.250000 Penalty: 4240.439453
	Iteration 58Q: 3 clusters Score -648854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -648858.437500 Penalty: 4240.439453
	Iteration 59Q: 3 clusters Score -648858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -648865.062500 Penalty: 4240.439453
	Iteration 60F: 3 clusters Score -648865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -648869.750000 Penalty: 4240.439453
	Iteration 61Q: 3 clusters Score -648869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -648878.000000 Penalty: 4240.439453
	Iteration 62Q: 3 clusters Score -648878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -648886.875000 Penalty: 4240.439453
	Iteration 63Q: 3 clusters Score -648886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -648898.375000 Penalty: 4240.439453
	Iteration 64Q: 3 clusters Score -648898.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -648907.250000 Penalty: 4240.439453
	Iteration 65Q: 3 clusters Score -648907.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -648920.500000 Penalty: 4240.439453
	Iteration 66Q: 3 clusters Score -648920.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -648928.062500 Penalty: 4240.439453
	Iteration 67Q: 3 clusters Score -648928.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -648937.937500 Penalty: 4240.439453
	Iteration 68Q: 3 clusters Score -648937.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -648941.875000 Penalty: 4240.439453
	Iteration 69Q: 3 clusters Score -648941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -648949.562500 Penalty: 4240.439453
	Iteration 70Q: 3 clusters Score -648949.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -648959.125000 Penalty: 4240.439453
	Iteration 71Q: 3 clusters Score -648959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -648965.500000 Penalty: 4240.439453
	Iteration 72Q: 3 clusters Score -648965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -648972.000000 Penalty: 4240.439453
	Iteration 73Q: 3 clusters Score -648972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -648978.750000 Penalty: 4240.439453
	Iteration 74Q: 3 clusters Score -648978.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -648988.250000 Penalty: 4240.439453
	Iteration 75Q: 3 clusters Score -648988.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -649000.562500 Penalty: 4240.439453
	Iteration 76Q: 3 clusters Score -649000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -649014.875000 Penalty: 4240.439453
	Iteration 77Q: 3 clusters Score -649014.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -649027.500000 Penalty: 4240.439453
	Iteration 78Q: 3 clusters Score -649027.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -649042.750000 Penalty: 4240.439453
	Iteration 79Q: 3 clusters Score -649042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -649052.125000 Penalty: 4240.439453
	Iteration 80F: 3 clusters Score -649052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -649059.187500 Penalty: 4240.439453
	Iteration 81Q: 3 clusters Score -649059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -649069.437500 Penalty: 4240.439453
	Iteration 82Q: 3 clusters Score -649069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -649080.375000 Penalty: 4240.439453
	Iteration 83Q: 3 clusters Score -649080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -649085.687500 Penalty: 4240.439453
	Iteration 84Q: 3 clusters Score -649085.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -649092.937500 Penalty: 4240.439453
	Iteration 85Q: 3 clusters Score -649092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -649098.625000 Penalty: 4240.439453
	Iteration 86Q: 3 clusters Score -649098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -649102.500000 Penalty: 4240.439453
	Iteration 87Q: 3 clusters Score -649102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -649106.750000 Penalty: 4240.439453
	Iteration 88Q: 3 clusters Score -649106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -649111.812500 Penalty: 4240.439453
	Iteration 89Q: 3 clusters Score -649111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -649117.812500 Penalty: 4240.439453
	Iteration 90Q: 3 clusters Score -649117.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -649125.875000 Penalty: 4240.439453
	Iteration 91Q: 3 clusters Score -649125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -649135.875000 Penalty: 4240.439453
	Iteration 92Q: 3 clusters Score -649135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -649143.625000 Penalty: 4240.439453
	Iteration 93Q: 3 clusters Score -649143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -649148.000000 Penalty: 4240.439453
	Iteration 94Q: 3 clusters Score -649148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -649156.500000 Penalty: 4240.439453
	Iteration 95Q: 3 clusters Score -649156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -649161.375000 Penalty: 4240.439453
	Iteration 96Q: 3 clusters Score -649161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -649163.875000 Penalty: 4240.439453
	Iteration 97Q: 3 clusters Score -649163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -649167.750000 Penalty: 4240.439453
	Iteration 98Q: 3 clusters Score -649167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -649169.562500 Penalty: 4240.439453
	Iteration 99Q: 3 clusters Score -649169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -649171.812500 Penalty: 4240.439453
	Iteration 100F: 3 clusters Score -649171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -649172.875000 Penalty: 4240.439453
	Iteration 101Q: 3 clusters Score -649172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -649176.125000 Penalty: 4240.439453
	Iteration 102Q: 3 clusters Score -649176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -649180.625000 Penalty: 4240.439453
	Iteration 103Q: 3 clusters Score -649180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -649184.500000 Penalty: 4240.439453
	Iteration 104Q: 3 clusters Score -649184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -649187.250000 Penalty: 4240.439453
	Iteration 105Q: 3 clusters Score -649187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -649187.937500 Penalty: 4240.439453
	Iteration 106Q: 3 clusters Score -649187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -649188.062500 Penalty: 4240.439453
	Iteration 107Q: 3 clusters Score -649188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -649189.937500 Penalty: 4240.439453
	Iteration 108Q: 3 clusters Score -649189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -649191.312500 Penalty: 4240.439453
	Iteration 109Q: 3 clusters Score -649191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -649194.750000 Penalty: 4240.439453
	Iteration 110Q: 3 clusters Score -649194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -649196.125000 Penalty: 4240.439453
	Iteration 111Q: 3 clusters Score -649196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -649196.687500 Penalty: 4240.439453
	Iteration 112Q: 3 clusters Score -649196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -649198.062500 Penalty: 4240.439453
	Iteration 113Q: 3 clusters Score -649198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -649201.750000 Penalty: 4240.439453
	Iteration 114Q: 3 clusters Score -649201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -649203.937500 Penalty: 4240.439453
	Iteration 115Q: 3 clusters Score -649203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -649204.375000 Penalty: 4240.439453
	Iteration 116Q: 3 clusters Score -649204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -649205.937500 Penalty: 4240.439453
	Iteration 117Q: 3 clusters Score -649205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -649209.687500 Penalty: 4240.439453
	Iteration 118Q: 3 clusters Score -649209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -649210.437500 Penalty: 4240.439453
	Iteration 119Q: 3 clusters Score -649210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -649210.437500 Penalty: 4240.439453
	Iteration 120F: 3 clusters Score -649210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144798 members 
Entering Unmasked Estep 
Score: -18684700.000000 Penalty: 2947.007568
	Iteration 0F: 2 clusters Score -1.86847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -18588056.000000 Penalty: 5894.015137
	Iteration 0F: 3 clusters Score -1.858806e+07 nChanged 68997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -18628806.000000 Penalty: 5894.015137
	Iteration 1F: 3 clusters Score -1.862881e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -18631042.000000 Penalty: 5894.015137
	Iteration 2Q: 3 clusters Score -1.863104e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -18634080.000000 Penalty: 5894.015137
	Iteration 3Q: 3 clusters Score -1.863408e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -18638704.000000 Penalty: 5894.015137
	Iteration 4F: 3 clusters Score -1.86387e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -18644648.000000 Penalty: 5894.015137
	Iteration 5F: 3 clusters Score -1.864465e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -18653056.000000 Penalty: 5894.015137
	Iteration 6F: 3 clusters Score -1.865306e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 105927 members 
Entering Unmasked Estep 
Score: -18662666.000000 Penalty: 5894.015137
	Iteration 7F: 3 clusters Score -1.866267e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -18670776.000000 Penalty: 5894.015137
	Iteration 8F: 3 clusters Score -1.867078e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -18675566.000000 Penalty: 5894.015137
	Iteration 9Q: 3 clusters Score -1.867557e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -18677682.000000 Penalty: 5894.015137
	Iteration 10Q: 3 clusters Score -1.867768e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -18679058.000000 Penalty: 5894.015137
	Iteration 11Q: 3 clusters Score -1.867906e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -18679772.000000 Penalty: 5894.015137
	Iteration 12Q: 3 clusters Score -1.867977e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 126564 members 
Entering Unmasked Estep 
Score: -18680444.000000 Penalty: 5894.015137
	Iteration 13Q: 3 clusters Score -1.868044e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 128116 members 
Entering Unmasked Estep 
Score: -18680946.000000 Penalty: 5894.015137
	Iteration 14Q: 3 clusters Score -1.868095e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -18681422.000000 Penalty: 5894.015137
	Iteration 15Q: 3 clusters Score -1.868142e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -18681822.000000 Penalty: 5894.015137
	Iteration 16Q: 3 clusters Score -1.868182e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -18682150.000000 Penalty: 5894.015137
	Iteration 17Q: 3 clusters Score -1.868215e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -18682410.000000 Penalty: 5894.015137
	Iteration 18Q: 3 clusters Score -1.868241e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 133849 members 
Entering Unmasked Estep 
Score: -18682602.000000 Penalty: 5894.015137
	Iteration 19Q: 3 clusters Score -1.86826e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -18682746.000000 Penalty: 5894.015137
	Iteration 20F: 3 clusters Score -1.868275e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -18682956.000000 Penalty: 5894.015137
	Iteration 21Q: 3 clusters Score -1.868296e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 135895 members 
Entering Unmasked Estep 
Score: -18683052.000000 Penalty: 5894.015137
	Iteration 22Q: 3 clusters Score -1.868305e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -18683156.000000 Penalty: 5894.015137
	Iteration 23Q: 3 clusters Score -1.868316e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 136917 members 
Entering Unmasked Estep 
Score: -18683246.000000 Penalty: 5894.015137
	Iteration 24Q: 3 clusters Score -1.868325e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -18683390.000000 Penalty: 5894.015137
	Iteration 25Q: 3 clusters Score -1.868339e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 137744 members 
Entering Unmasked Estep 
Score: -18683422.000000 Penalty: 5894.015137
	Iteration 26Q: 3 clusters Score -1.868342e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 138071 members 
Entering Unmasked Estep 
Score: -18683410.000000 Penalty: 5894.015137
	Iteration 27Q: 3 clusters Score -1.868341e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -18683458.000000 Penalty: 5894.015137
	Iteration 28Q: 3 clusters Score -1.868346e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -18683510.000000 Penalty: 5894.015137
	Iteration 29Q: 3 clusters Score -1.868351e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -18683574.000000 Penalty: 5894.015137
	Iteration 30Q: 3 clusters Score -1.868357e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -18683614.000000 Penalty: 5894.015137
	Iteration 31Q: 3 clusters Score -1.868361e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 139227 members 
Entering Unmasked Estep 
Score: -18683600.000000 Penalty: 5894.015137
	Iteration 32Q: 3 clusters Score -1.86836e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 139374 members 
Entering Unmasked Estep 
Score: -18683670.000000 Penalty: 5894.015137
	Iteration 33Q: 3 clusters Score -1.868367e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 139490 members 
Entering Unmasked Estep 
Score: -18683688.000000 Penalty: 5894.015137
	Iteration 34Q: 3 clusters Score -1.868369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 139590 members 
Entering Unmasked Estep 
Score: -18683694.000000 Penalty: 5894.015137
	Iteration 35Q: 3 clusters Score -1.868369e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -18683710.000000 Penalty: 5894.015137
	Iteration 36Q: 3 clusters Score -1.868371e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -18683708.000000 Penalty: 5894.015137
	Iteration 37Q: 3 clusters Score -1.868371e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -18683742.000000 Penalty: 5894.015137
	Iteration 38Q: 3 clusters Score -1.868374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -18683738.000000 Penalty: 5894.015137
	Iteration 39Q: 3 clusters Score -1.868374e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -18683736.000000 Penalty: 5894.015137
	Iteration 40F: 3 clusters Score -1.868374e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -18683764.000000 Penalty: 5894.015137
	Iteration 41Q: 3 clusters Score -1.868376e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 140188 members 
Entering Unmasked Estep 
Score: -18683776.000000 Penalty: 5894.015137
	Iteration 42Q: 3 clusters Score -1.868378e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 140256 members 
Entering Unmasked Estep 
Score: -18683792.000000 Penalty: 5894.015137
	Iteration 43Q: 3 clusters Score -1.868379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 140325 members 
Entering Unmasked Estep 
Score: -18683792.000000 Penalty: 5894.015137
	Iteration 44Q: 3 clusters Score -1.868379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -18683820.000000 Penalty: 5894.015137
	Iteration 45Q: 3 clusters Score -1.868382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 140419 members 
Entering Unmasked Estep 
Score: -18683812.000000 Penalty: 5894.015137
	Iteration 46Q: 3 clusters Score -1.868381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -18683798.000000 Penalty: 5894.015137
	Iteration 47Q: 3 clusters Score -1.86838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -18683804.000000 Penalty: 5894.015137
	Iteration 48Q: 3 clusters Score -1.86838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -18683810.000000 Penalty: 5894.015137
	Iteration 49Q: 3 clusters Score -1.868381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 140552 members 
Entering Unmasked Estep 
Score: -18683808.000000 Penalty: 5894.015137
	Iteration 50Q: 3 clusters Score -1.868381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 140580 members 
Entering Unmasked Estep 
Score: -18683808.000000 Penalty: 5894.015137
	Iteration 51Q: 3 clusters Score -1.868381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 140599 members 
Entering Unmasked Estep 
Score: -18683794.000000 Penalty: 5894.015137
	Iteration 52Q: 3 clusters Score -1.868379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -18683808.000000 Penalty: 5894.015137
	Iteration 53Q: 3 clusters Score -1.868381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 140642 members 
Entering Unmasked Estep 
Score: -18683802.000000 Penalty: 5894.015137
	Iteration 54Q: 3 clusters Score -1.86838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 140661 members 
Entering Unmasked Estep 
Score: -18683812.000000 Penalty: 5894.015137
	Iteration 55Q: 3 clusters Score -1.868381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -18683818.000000 Penalty: 5894.015137
	Iteration 56Q: 3 clusters Score -1.868382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 140693 members 
Entering Unmasked Estep 
Score: -18683794.000000 Penalty: 5894.015137
	Iteration 57Q: 3 clusters Score -1.868379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -18683814.000000 Penalty: 5894.015137
	Iteration 58Q: 3 clusters Score -1.868381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 140731 members 
Entering Unmasked Estep 
Score: -18683814.000000 Penalty: 5894.015137
	Iteration 59Q: 3 clusters Score -1.868381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 140752 members 
Entering Unmasked Estep 
Score: -18683812.000000 Penalty: 5894.015137
	Iteration 60F: 3 clusters Score -1.868381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -18683810.000000 Penalty: 5894.015137
	Iteration 61Q: 3 clusters Score -1.868381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -18683832.000000 Penalty: 5894.015137
	Iteration 62Q: 3 clusters Score -1.868383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 140791 members 
Entering Unmasked Estep 
Score: -18683832.000000 Penalty: 5894.015137
	Iteration 63Q: 3 clusters Score -1.868383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 140803 members 
Entering Unmasked Estep 
Score: -18683838.000000 Penalty: 5894.015137
	Iteration 64Q: 3 clusters Score -1.868384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 140817 members 
Entering Unmasked Estep 
Score: -18683848.000000 Penalty: 5894.015137
	Iteration 65Q: 3 clusters Score -1.868385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 140832 members 
Entering Unmasked Estep 
Score: -18683842.000000 Penalty: 5894.015137
	Iteration 66Q: 3 clusters Score -1.868384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -18683836.000000 Penalty: 5894.015137
	Iteration 67Q: 3 clusters Score -1.868384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -18683820.000000 Penalty: 5894.015137
	Iteration 68Q: 3 clusters Score -1.868382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -18683814.000000 Penalty: 5894.015137
	Iteration 69Q: 3 clusters Score -1.868381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -18683798.000000 Penalty: 5894.015137
	Iteration 70Q: 3 clusters Score -1.86838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -18683798.000000 Penalty: 5894.015137
	Iteration 71Q: 3 clusters Score -1.86838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -18683802.000000 Penalty: 5894.015137
	Iteration 72Q: 3 clusters Score -1.86838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -18683788.000000 Penalty: 5894.015137
	Iteration 73Q: 3 clusters Score -1.868379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 140980 members 
Entering Unmasked Estep 
Score: -18683794.000000 Penalty: 5894.015137
	Iteration 74Q: 3 clusters Score -1.868379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -18683804.000000 Penalty: 5894.015137
	Iteration 75Q: 3 clusters Score -1.86838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -18683796.000000 Penalty: 5894.015137
	Iteration 76Q: 3 clusters Score -1.86838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -18683818.000000 Penalty: 5894.015137
	Iteration 77Q: 3 clusters Score -1.868382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -18683826.000000 Penalty: 5894.015137
	Iteration 78Q: 3 clusters Score -1.868383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -18683826.000000 Penalty: 5894.015137
	Iteration 79Q: 3 clusters Score -1.868383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -18683830.000000 Penalty: 5894.015137
	Iteration 80F: 3 clusters Score -1.868383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -18683834.000000 Penalty: 5894.015137
	Iteration 81Q: 3 clusters Score -1.868383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -18683828.000000 Penalty: 5894.015137
	Iteration 82Q: 3 clusters Score -1.868383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -18683832.000000 Penalty: 5894.015137
	Iteration 83Q: 3 clusters Score -1.868383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -18683836.000000 Penalty: 5894.015137
	Iteration 84Q: 3 clusters Score -1.868384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 141084 members 
Entering Unmasked Estep 
Score: -18683834.000000 Penalty: 5894.015137
	Iteration 85Q: 3 clusters Score -1.868383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -18683850.000000 Penalty: 5894.015137
	Iteration 86Q: 3 clusters Score -1.868385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -18683856.000000 Penalty: 5894.015137
	Iteration 87Q: 3 clusters Score -1.868386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 141105 members 
Entering Unmasked Estep 
Score: -18683856.000000 Penalty: 5894.015137
	Iteration 88Q: 3 clusters Score -1.868386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -18683850.000000 Penalty: 5894.015137
	Iteration 89Q: 3 clusters Score -1.868385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -18683856.000000 Penalty: 5894.015137
	Iteration 90Q: 3 clusters Score -1.868386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 141124 members 
Entering Unmasked Estep 
Score: -18683860.000000 Penalty: 5894.015137
	Iteration 91Q: 3 clusters Score -1.868386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -18683848.000000 Penalty: 5894.015137
	Iteration 92Q: 3 clusters Score -1.868385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 141146 members 
Entering Unmasked Estep 
Score: -18683870.000000 Penalty: 5894.015137
	Iteration 93Q: 3 clusters Score -1.868387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 141154 members 
Entering Unmasked Estep 
Score: -18683860.000000 Penalty: 5894.015137
	Iteration 94Q: 3 clusters Score -1.868386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 141157 members 
Entering Unmasked Estep 
Score: -18683852.000000 Penalty: 5894.015137
	Iteration 95Q: 3 clusters Score -1.868385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -18683868.000000 Penalty: 5894.015137
	Iteration 96Q: 3 clusters Score -1.868387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 141169 members 
Entering Unmasked Estep 
Score: -18683868.000000 Penalty: 5894.015137
	Iteration 97Q: 3 clusters Score -1.868387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -18683874.000000 Penalty: 5894.015137
	Iteration 98Q: 3 clusters Score -1.868387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 141178 members 
Entering Unmasked Estep 
Score: -18683872.000000 Penalty: 5894.015137
	Iteration 99Q: 3 clusters Score -1.868387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 141182 members 
Entering Unmasked Estep 
Score: -18683872.000000 Penalty: 5894.015137
	Iteration 100F: 3 clusters Score -1.868387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -18683882.000000 Penalty: 5894.015137
	Iteration 101Q: 3 clusters Score -1.868388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -18683874.000000 Penalty: 5894.015137
	Iteration 102Q: 3 clusters Score -1.868387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 141189 members 
Entering Unmasked Estep 
Score: -18683874.000000 Penalty: 5894.015137
	Iteration 103Q: 3 clusters Score -1.868387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -18683882.000000 Penalty: 5894.015137
	Iteration 104Q: 3 clusters Score -1.868388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 141191 members 
Entering Unmasked Estep 
Score: -18683876.000000 Penalty: 5894.015137
	Iteration 105Q: 3 clusters Score -1.868388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -18683878.000000 Penalty: 5894.015137
	Iteration 106Q: 3 clusters Score -1.868388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 141193 members 
Entering Unmasked Estep 
Score: -18683884.000000 Penalty: 5894.015137
	Iteration 107Q: 3 clusters Score -1.868388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 141193 members 
Entering Unmasked Estep 
Score: -18683884.000000 Penalty: 5894.015137
	Iteration 108F: 3 clusters Score -1.868388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -347853.531250 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -347853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -344759.375000 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -344759.4 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -345581.906250 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -345581.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345798.031250 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -345798 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -345938.000000 Penalty: 3953.487305
	Iteration 3F: 3 clusters Score -345938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -346039.218750 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -346039.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -346136.093750 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -346136.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -346249.187500 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -346249.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346357.343750 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -346357.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -346472.093750 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -346472.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346569.562500 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -346569.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -346642.468750 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -346642.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -346704.843750 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -346704.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -346762.250000 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -346762.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -346799.093750 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -346799.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -346823.937500 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -346823.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -346845.000000 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -346845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -346862.968750 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -346863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -346874.437500 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -346874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -346883.562500 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -346883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -346890.468750 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -346890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -346897.250000 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -346897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -346920.531250 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -346920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -346927.781250 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -346927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -346931.875000 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -346931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -346937.750000 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -346937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -346944.968750 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -346945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -346948.406250 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -346948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -346951.062500 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -346951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -346953.812500 Penalty: 3953.487305
	Iteration 28Q: 3 clusters Score -346953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -346955.812500 Penalty: 3953.487305
	Iteration 29Q: 3 clusters Score -346955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -346958.625000 Penalty: 3953.487305
	Iteration 30Q: 3 clusters Score -346958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -346963.875000 Penalty: 3953.487305
	Iteration 31Q: 3 clusters Score -346963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -346970.312500 Penalty: 3953.487305
	Iteration 32Q: 3 clusters Score -346970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -346973.312500 Penalty: 3953.487305
	Iteration 33Q: 3 clusters Score -346973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -346978.156250 Penalty: 3953.487305
	Iteration 34Q: 3 clusters Score -346978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -346979.781250 Penalty: 3953.487305
	Iteration 35Q: 3 clusters Score -346979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -346980.593750 Penalty: 3953.487305
	Iteration 36Q: 3 clusters Score -346980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -346980.593750 Penalty: 3953.487305
	Iteration 37F: 3 clusters Score -346980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -192227.515625 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -192227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -189977.578125 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -189977.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -191091.234375 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -191091.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -191867.328125 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -191867.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -192469.562500 Penalty: 3736.181396
	Iteration 3F: 3 clusters Score -192469.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -193062.687500 Penalty: 3736.181396
	Iteration 4F: 3 clusters Score -193062.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -193448.921875 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -193448.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193630.203125 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -193630.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193706.234375 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -193706.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -193786.015625 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -193786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -193856.296875 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -193856.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -193917.765625 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -193917.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -193971.875000 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -193971.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -194039.375000 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -194039.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194119.406250 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -194119.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194210.796875 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -194210.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194260.281250 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -194260.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194303.546875 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -194303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194377.250000 Penalty: 3736.181396
	Iteration 17Q: 3 clusters Score -194377.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194532.140625 Penalty: 3736.181396
	Iteration 18Q: 3 clusters Score -194532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194711.765625 Penalty: 3736.181396
	Iteration 19Q: 3 clusters Score -194711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194777.593750 Penalty: 3736.181396
	Iteration 20F: 3 clusters Score -194777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194781.921875 Penalty: 3736.181396
	Iteration 21Q: 3 clusters Score -194781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194781.921875 Penalty: 3736.181396
	Iteration 22F: 3 clusters Score -194781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 206981 members 
Mstep: Class 3 contains 30242 members 
Mstep: Class 4 contains 56248 members 
Mstep: Class 5 contains 176123 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 144543 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 144798 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 166494 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53589 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
Score: -166395456.000000 Penalty: 69889.085938
Splitting cluster 12 changes total score from -166392800.000000 to -166395456.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (166494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Entering Unmasked Estep 
Score: -21418270.000000 Penalty: 2981.633301
	Iteration 0F: 2 clusters Score -2.141827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -21307824.000000 Penalty: 5963.266602
	Iteration 0F: 3 clusters Score -2.130782e+07 nChanged 79515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -21355156.000000 Penalty: 5963.266602
	Iteration 1F: 3 clusters Score -2.135516e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -21358830.000000 Penalty: 5963.266602
	Iteration 2Q: 3 clusters Score -2.135883e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -21365104.000000 Penalty: 5963.266602
	Iteration 3F: 3 clusters Score -2.13651e+07 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -21374946.000000 Penalty: 5963.266602
	Iteration 4F: 3 clusters Score -2.137495e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116845 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -21388268.000000 Penalty: 5963.266602
	Iteration 5F: 3 clusters Score -2.138827e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -21402988.000000 Penalty: 5963.266602
	Iteration 6F: 3 clusters Score -2.140299e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132711 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -21411798.000000 Penalty: 5963.266602
	Iteration 7F: 3 clusters Score -2.14118e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -21414156.000000 Penalty: 5963.266602
	Iteration 8Q: 3 clusters Score -2.141416e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -21414964.000000 Penalty: 5963.266602
	Iteration 9Q: 3 clusters Score -2.141496e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138806 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -21415538.000000 Penalty: 5963.266602
	Iteration 10Q: 3 clusters Score -2.141554e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140265 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -21415982.000000 Penalty: 5963.266602
	Iteration 11Q: 3 clusters Score -2.141598e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -21416212.000000 Penalty: 5963.266602
	Iteration 12Q: 3 clusters Score -2.141621e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -21416454.000000 Penalty: 5963.266602
	Iteration 13Q: 3 clusters Score -2.141645e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -21416664.000000 Penalty: 5963.266602
	Iteration 14Q: 3 clusters Score -2.141666e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -21416954.000000 Penalty: 5963.266602
	Iteration 15Q: 3 clusters Score -2.141695e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145802 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -21417074.000000 Penalty: 5963.266602
	Iteration 16Q: 3 clusters Score -2.141707e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -21417280.000000 Penalty: 5963.266602
	Iteration 17Q: 3 clusters Score -2.141728e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -21417512.000000 Penalty: 5963.266602
	Iteration 18Q: 3 clusters Score -2.141751e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -21417730.000000 Penalty: 5963.266602
	Iteration 19Q: 3 clusters Score -2.141773e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -21417820.000000 Penalty: 5963.266602
	Iteration 20F: 3 clusters Score -2.141782e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -21418040.000000 Penalty: 5963.266602
	Iteration 21Q: 3 clusters Score -2.141804e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -21418152.000000 Penalty: 5963.266602
	Iteration 22Q: 3 clusters Score -2.141815e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -21418284.000000 Penalty: 5963.266602
	Iteration 23Q: 3 clusters Score -2.141828e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -21418486.000000 Penalty: 5963.266602
	Iteration 24Q: 3 clusters Score -2.141849e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -21418484.000000 Penalty: 5963.266602
	Iteration 25Q: 3 clusters Score -2.141848e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -21418636.000000 Penalty: 5963.266602
	Iteration 26Q: 3 clusters Score -2.141864e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -21418694.000000 Penalty: 5963.266602
	Iteration 27Q: 3 clusters Score -2.141869e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -21418772.000000 Penalty: 5963.266602
	Iteration 28Q: 3 clusters Score -2.141877e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -21418838.000000 Penalty: 5963.266602
	Iteration 29Q: 3 clusters Score -2.141884e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -21418894.000000 Penalty: 5963.266602
	Iteration 30Q: 3 clusters Score -2.141889e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -21418924.000000 Penalty: 5963.266602
	Iteration 31Q: 3 clusters Score -2.141892e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -21418978.000000 Penalty: 5963.266602
	Iteration 32Q: 3 clusters Score -2.141898e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -21418966.000000 Penalty: 5963.266602
	Iteration 33Q: 3 clusters Score -2.141897e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -21419018.000000 Penalty: 5963.266602
	Iteration 34Q: 3 clusters Score -2.141902e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -21419102.000000 Penalty: 5963.266602
	Iteration 35Q: 3 clusters Score -2.14191e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -21419150.000000 Penalty: 5963.266602
	Iteration 36Q: 3 clusters Score -2.141915e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -21419118.000000 Penalty: 5963.266602
	Iteration 37Q: 3 clusters Score -2.141912e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -21419154.000000 Penalty: 5963.266602
	Iteration 38Q: 3 clusters Score -2.141915e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158893 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -21419190.000000 Penalty: 5963.266602
	Iteration 39Q: 3 clusters Score -2.141919e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -21419142.000000 Penalty: 5963.266602
	Iteration 40F: 3 clusters Score -2.141914e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -21419156.000000 Penalty: 5963.266602
	Iteration 41Q: 3 clusters Score -2.141916e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -21419124.000000 Penalty: 5963.266602
	Iteration 42Q: 3 clusters Score -2.141912e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -21419114.000000 Penalty: 5963.266602
	Iteration 43Q: 3 clusters Score -2.141911e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -21419112.000000 Penalty: 5963.266602
	Iteration 44Q: 3 clusters Score -2.141911e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160235 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -21419078.000000 Penalty: 5963.266602
	Iteration 45Q: 3 clusters Score -2.141908e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -21419074.000000 Penalty: 5963.266602
	Iteration 46Q: 3 clusters Score -2.141907e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -21419088.000000 Penalty: 5963.266602
	Iteration 47Q: 3 clusters Score -2.141909e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160592 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -21419082.000000 Penalty: 5963.266602
	Iteration 48Q: 3 clusters Score -2.141908e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -21419088.000000 Penalty: 5963.266602
	Iteration 49Q: 3 clusters Score -2.141909e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160788 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -21419082.000000 Penalty: 5963.266602
	Iteration 50Q: 3 clusters Score -2.141908e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -21419036.000000 Penalty: 5963.266602
	Iteration 51Q: 3 clusters Score -2.141904e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -21419038.000000 Penalty: 5963.266602
	Iteration 52Q: 3 clusters Score -2.141904e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -21419062.000000 Penalty: 5963.266602
	Iteration 53Q: 3 clusters Score -2.141906e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21419064.000000 Penalty: 5963.266602
	Iteration 54Q: 3 clusters Score -2.141906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -21419082.000000 Penalty: 5963.266602
	Iteration 55Q: 3 clusters Score -2.141908e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -21419076.000000 Penalty: 5963.266602
	Iteration 56Q: 3 clusters Score -2.141908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -21419068.000000 Penalty: 5963.266602
	Iteration 57Q: 3 clusters Score -2.141907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -21419074.000000 Penalty: 5963.266602
	Iteration 58Q: 3 clusters Score -2.141907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161286 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -21419050.000000 Penalty: 5963.266602
	Iteration 59Q: 3 clusters Score -2.141905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -21419054.000000 Penalty: 5963.266602
	Iteration 60F: 3 clusters Score -2.141905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -21419068.000000 Penalty: 5963.266602
	Iteration 61Q: 3 clusters Score -2.141907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -21419052.000000 Penalty: 5963.266602
	Iteration 62Q: 3 clusters Score -2.141905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21419078.000000 Penalty: 5963.266602
	Iteration 63Q: 3 clusters Score -2.141908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -21419078.000000 Penalty: 5963.266602
	Iteration 64Q: 3 clusters Score -2.141908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -21419056.000000 Penalty: 5963.266602
	Iteration 65Q: 3 clusters Score -2.141906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -21419064.000000 Penalty: 5963.266602
	Iteration 66Q: 3 clusters Score -2.141906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -21419052.000000 Penalty: 5963.266602
	Iteration 67Q: 3 clusters Score -2.141905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161442 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -21419064.000000 Penalty: 5963.266602
	Iteration 68Q: 3 clusters Score -2.141906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -21419076.000000 Penalty: 5963.266602
	Iteration 69Q: 3 clusters Score -2.141908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -21419078.000000 Penalty: 5963.266602
	Iteration 70Q: 3 clusters Score -2.141908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -21419080.000000 Penalty: 5963.266602
	Iteration 71Q: 3 clusters Score -2.141908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161472 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -21419082.000000 Penalty: 5963.266602
	Iteration 72Q: 3 clusters Score -2.141908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161477 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -21419066.000000 Penalty: 5963.266602
	Iteration 73Q: 3 clusters Score -2.141907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -21419068.000000 Penalty: 5963.266602
	Iteration 74Q: 3 clusters Score -2.141907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -21419068.000000 Penalty: 5963.266602
	Iteration 75F: 3 clusters Score -2.141907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 206981 members 
Mstep: Class 3 contains 30242 members 
Mstep: Class 4 contains 56248 members 
Mstep: Class 5 contains 176123 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 144543 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 144798 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 161482 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53589 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
Score: -166395296.000000 Penalty: 73383.539062
Splitting cluster 14 changes total score from -166392800.000000 to -166395296.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -94713.070312 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -94713.07 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 399 members 
Entering Unmasked Estep 
Score: -92973.679688 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -92973.68 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93308.750000 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -93308.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93431.570312 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -93431.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93534.101562 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -93534.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93687.656250 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -93687.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93811.765625 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -93811.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93881.875000 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -93881.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93927.679688 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -93927.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93978.039062 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -93978.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94009.367188 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -94009.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94024.203125 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -94024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94036.515625 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -94036.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -94039.093750 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -94039.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94040.695312 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -94040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94042.687500 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -94042.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94042.687500 Penalty: 3309.955811
	Iteration 15F: 3 clusters Score -94042.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Entering Unmasked Estep 
Score: -6993009.000000 Penalty: 2700.496582
	Iteration 0F: 2 clusters Score -6993009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6957048.000000 Penalty: 5400.993164
	Iteration 0F: 3 clusters Score -6957048 nChanged 24856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6971273.500000 Penalty: 5400.993164
	Iteration 1F: 3 clusters Score -6971274 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -6972515.500000 Penalty: 5400.993164
	Iteration 2F: 3 clusters Score -6972516 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6974440.000000 Penalty: 5400.993164
	Iteration 3F: 3 clusters Score -6974440 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -6977549.000000 Penalty: 5400.993164
	Iteration 4F: 3 clusters Score -6977549 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6982159.000000 Penalty: 5400.993164
	Iteration 5F: 3 clusters Score -6982159 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6986682.500000 Penalty: 5400.993164
	Iteration 6F: 3 clusters Score -6986682 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6989266.000000 Penalty: 5400.993164
	Iteration 7Q: 3 clusters Score -6989266 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6990132.500000 Penalty: 5400.993164
	Iteration 8Q: 3 clusters Score -6990132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6990388.000000 Penalty: 5400.993164
	Iteration 9Q: 3 clusters Score -6990388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6990503.500000 Penalty: 5400.993164
	Iteration 10Q: 3 clusters Score -6990504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6990553.000000 Penalty: 5400.993164
	Iteration 11Q: 3 clusters Score -6990553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6990588.000000 Penalty: 5400.993164
	Iteration 12Q: 3 clusters Score -6990588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6990606.500000 Penalty: 5400.993164
	Iteration 13Q: 3 clusters Score -6990606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6990623.000000 Penalty: 5400.993164
	Iteration 14Q: 3 clusters Score -6990623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6990620.000000 Penalty: 5400.993164
	Iteration 15Q: 3 clusters Score -6990620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6990633.000000 Penalty: 5400.993164
	Iteration 16Q: 3 clusters Score -6990633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6990633.000000 Penalty: 5400.993164
	Iteration 17Q: 3 clusters Score -6990633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6990633.000000 Penalty: 5400.993164
	Iteration 18F: 3 clusters Score -6990633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -236789.781250 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -236789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234247.046875 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -234247 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234899.796875 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -234899.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -235143.484375 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -235143.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -235479.640625 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -235479.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -235788.156250 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -235788.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -235999.968750 Penalty: 3766.313721
	Iteration 5F: 3 clusters Score -236000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -236110.406250 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -236110.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -236168.359375 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -236168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236205.593750 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -236205.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236222.687500 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -236222.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236237.890625 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -236237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -236246.859375 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -236246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -236253.578125 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -236253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -236256.140625 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -236256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -236258.046875 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -236258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -236260.171875 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -236260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -236261.796875 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -236261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -236264.468750 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -236264.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -236264.468750 Penalty: 3766.313721
	Iteration 18F: 3 clusters Score -236264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Entering Unmasked Estep 
Score: -1846292.750000 Penalty: 2373.767822
	Iteration 0F: 2 clusters Score -1846293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1835836.000000 Penalty: 4747.535645
	Iteration 0F: 3 clusters Score -1835836 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1838987.250000 Penalty: 4747.535645
	Iteration 1F: 3 clusters Score -1838987 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1839295.875000 Penalty: 4747.535645
	Iteration 2F: 3 clusters Score -1839296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1839511.375000 Penalty: 4747.535645
	Iteration 3Q: 3 clusters Score -1839511 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1839684.000000 Penalty: 4747.535645
	Iteration 4Q: 3 clusters Score -1839684 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1839835.000000 Penalty: 4747.535645
	Iteration 5Q: 3 clusters Score -1839835 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1839958.875000 Penalty: 4747.535645
	Iteration 6Q: 3 clusters Score -1839959 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1840080.500000 Penalty: 4747.535645
	Iteration 7Q: 3 clusters Score -1840080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1840197.875000 Penalty: 4747.535645
	Iteration 8Q: 3 clusters Score -1840198 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1840335.125000 Penalty: 4747.535645
	Iteration 9Q: 3 clusters Score -1840335 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1840494.375000 Penalty: 4747.535645
	Iteration 10Q: 3 clusters Score -1840494 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1840709.125000 Penalty: 4747.535645
	Iteration 11Q: 3 clusters Score -1840709 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1840947.500000 Penalty: 4747.535645
	Iteration 12Q: 3 clusters Score -1840948 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1841260.000000 Penalty: 4747.535645
	Iteration 13Q: 3 clusters Score -1841260 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1841666.125000 Penalty: 4747.535645
	Iteration 14Q: 3 clusters Score -1841666 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1842117.375000 Penalty: 4747.535645
	Iteration 15Q: 3 clusters Score -1842117 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1842585.250000 Penalty: 4747.535645
	Iteration 16Q: 3 clusters Score -1842585 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1842994.000000 Penalty: 4747.535645
	Iteration 17Q: 3 clusters Score -1842994 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1843335.625000 Penalty: 4747.535645
	Iteration 18Q: 3 clusters Score -1843336 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1843594.000000 Penalty: 4747.535645
	Iteration 19Q: 3 clusters Score -1843594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1843735.250000 Penalty: 4747.535645
	Iteration 20F: 3 clusters Score -1843735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1843826.125000 Penalty: 4747.535645
	Iteration 21Q: 3 clusters Score -1843826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1843892.250000 Penalty: 4747.535645
	Iteration 22Q: 3 clusters Score -1843892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1843936.375000 Penalty: 4747.535645
	Iteration 23Q: 3 clusters Score -1843936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1843983.750000 Penalty: 4747.535645
	Iteration 24Q: 3 clusters Score -1843984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1844033.875000 Penalty: 4747.535645
	Iteration 25Q: 3 clusters Score -1844034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1844073.875000 Penalty: 4747.535645
	Iteration 26Q: 3 clusters Score -1844074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1844106.875000 Penalty: 4747.535645
	Iteration 27Q: 3 clusters Score -1844107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1844128.125000 Penalty: 4747.535645
	Iteration 28Q: 3 clusters Score -1844128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1844138.375000 Penalty: 4747.535645
	Iteration 29Q: 3 clusters Score -1844138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1844143.750000 Penalty: 4747.535645
	Iteration 30Q: 3 clusters Score -1844144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1844146.000000 Penalty: 4747.535645
	Iteration 31Q: 3 clusters Score -1844146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1844148.750000 Penalty: 4747.535645
	Iteration 32Q: 3 clusters Score -1844149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1844148.750000 Penalty: 4747.535645
	Iteration 33Q: 3 clusters Score -1844149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1844156.250000 Penalty: 4747.535645
	Iteration 34Q: 3 clusters Score -1844156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1844156.625000 Penalty: 4747.535645
	Iteration 35Q: 3 clusters Score -1844157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1844156.625000 Penalty: 4747.535645
	Iteration 36F: 3 clusters Score -1844157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -548665.312500 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -548665.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -544549.000000 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -544549 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -545482.437500 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -545482.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -545691.937500 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -545691.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -545819.375000 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -545819.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -545925.812500 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -545925.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -546005.500000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -546005.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -546063.000000 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -546063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -546113.125000 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -546113.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -546157.250000 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -546157.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -546195.687500 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -546195.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -546237.750000 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -546237.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -546289.250000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -546289.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -546339.187500 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -546339.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -546392.500000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -546392.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -546433.625000 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -546433.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -546464.687500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -546464.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -546494.562500 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -546494.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -546525.937500 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -546525.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -546562.562500 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -546562.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -546597.750000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -546597.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -546635.000000 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -546635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -546670.562500 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -546670.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -546699.437500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -546699.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -546731.500000 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -546731.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -546762.562500 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -546762.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -546804.125000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -546804.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -546833.750000 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -546833.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -546857.187500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -546857.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -546879.312500 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -546879.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -546897.875000 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -546897.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -546916.250000 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -546916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -546929.812500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -546929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -546942.937500 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -546942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -546958.250000 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -546958.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -546974.812500 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -546974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -546988.437500 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -546988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -547000.937500 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -547000.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -547009.562500 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -547009.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -547019.187500 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -547019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -547027.750000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -547027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -547036.562500 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -547036.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -547043.750000 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -547043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -547050.312500 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -547050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -547054.062500 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -547054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -547061.000000 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -547061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -547065.625000 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -547065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -547072.562500 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -547072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -547079.312500 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -547079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -547084.250000 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -547084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -547087.875000 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -547087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -547092.437500 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -547092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -547093.937500 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -547093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -547098.187500 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -547098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -547098.750000 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -547098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -547098.750000 Penalty: 4157.274902
	Iteration 54F: 3 clusters Score -547098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 206981 members 
Mstep: Class 3 contains 30242 members 
Mstep: Class 4 contains 56248 members 
Mstep: Class 5 contains 176123 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 144543 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 144798 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 14 contains 161482 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 53589 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166395872.000000 Penalty: 73383.539062
Iteration 79Q: 22 clusters Score -1.663959e+08 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216325 members 
Mstep: Class 2 contains 206850 members 
Mstep: Class 3 contains 30181 members 
Mstep: Class 4 contains 56153 members 
Mstep: Class 5 contains 175848 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 143825 members 
Mstep: Class 8 contains 89174 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 144413 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 626 members 
Mstep: Class 14 contains 162557 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53629 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 22 contains 14513 members 
Mstep: Class 24 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166396464.000000 Penalty: 73383.539062
Iteration 80F: 22 clusters Score -1.663965e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 215630 members 
Mstep: Class 2 contains 206708 members 
Mstep: Class 3 contains 30123 members 
Mstep: Class 4 contains 56053 members 
Mstep: Class 5 contains 175676 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143169 members 
Mstep: Class 8 contains 90341 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 144156 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 163157 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53637 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 22 contains 14672 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397232.000000 Penalty: 73383.539062
Iteration 81Q: 22 clusters Score -1.663972e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 214978 members 
Mstep: Class 2 contains 206611 members 
Mstep: Class 3 contains 30073 members 
Mstep: Class 4 contains 55964 members 
Mstep: Class 5 contains 175567 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142565 members 
Mstep: Class 8 contains 91495 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 143848 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 163656 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53693 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 22 contains 14811 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166397920.000000 Penalty: 73383.539062
Iteration 82Q: 22 clusters Score -1.663979e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 214364 members 
Mstep: Class 2 contains 206589 members 
Mstep: Class 3 contains 30001 members 
Mstep: Class 4 contains 55858 members 
Mstep: Class 5 contains 175422 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 142043 members 
Mstep: Class 8 contains 92702 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 143476 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 164071 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53736 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 22 contains 14963 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398160.000000 Penalty: 73383.539062
Iteration 83Q: 22 clusters Score -1.663982e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 213743 members 
Mstep: Class 2 contains 206542 members 
Mstep: Class 3 contains 29951 members 
Mstep: Class 4 contains 55764 members 
Mstep: Class 5 contains 175316 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 141558 members 
Mstep: Class 8 contains 93907 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 143072 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 164468 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53752 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398384.000000 Penalty: 73383.539062
Iteration 84Q: 22 clusters Score -1.663984e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 213147 members 
Mstep: Class 2 contains 206546 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 55687 members 
Mstep: Class 5 contains 175209 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 141060 members 
Mstep: Class 8 contains 95183 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 142708 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 164764 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53720 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 22 contains 15234 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398544.000000 Penalty: 73383.539062
Iteration 85Q: 22 clusters Score -1.663985e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 212528 members 
Mstep: Class 2 contains 206542 members 
Mstep: Class 3 contains 29835 members 
Mstep: Class 4 contains 55628 members 
Mstep: Class 5 contains 175115 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 140631 members 
Mstep: Class 8 contains 96440 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 142337 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 1075 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 164992 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53710 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5343 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 22 contains 15360 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398816.000000 Penalty: 73383.539062
Iteration 86Q: 22 clusters Score -1.663988e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211878 members 
Mstep: Class 2 contains 206581 members 
Mstep: Class 3 contains 29784 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 175062 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 140184 members 
Mstep: Class 8 contains 97730 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 142011 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165125 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53692 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5362 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 22 contains 15509 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398896.000000 Penalty: 73383.539062
Iteration 87Q: 22 clusters Score -1.663989e+08 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211290 members 
Mstep: Class 2 contains 206610 members 
Mstep: Class 3 contains 29735 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 175012 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 139773 members 
Mstep: Class 8 contains 98972 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 141648 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165262 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53674 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 22 contains 15665 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399056.000000 Penalty: 73383.539062
Iteration 88Q: 22 clusters Score -1.663991e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210696 members 
Mstep: Class 2 contains 206661 members 
Mstep: Class 3 contains 29680 members 
Mstep: Class 4 contains 55370 members 
Mstep: Class 5 contains 175004 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 139383 members 
Mstep: Class 8 contains 100182 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 141253 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165421 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53641 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 22 contains 15784 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399024.000000 Penalty: 73383.539062
Iteration 89Q: 22 clusters Score -1.66399e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210040 members 
Mstep: Class 2 contains 206673 members 
Mstep: Class 3 contains 29645 members 
Mstep: Class 4 contains 55298 members 
Mstep: Class 5 contains 175010 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 139006 members 
Mstep: Class 8 contains 101435 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 140876 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165544 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53615 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 22 contains 15904 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166398896.000000 Penalty: 73383.539062
Iteration 90Q: 22 clusters Score -1.663989e+08 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 209377 members 
Mstep: Class 2 contains 206684 members 
Mstep: Class 3 contains 29610 members 
Mstep: Class 4 contains 55248 members 
Mstep: Class 5 contains 174983 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 138642 members 
Mstep: Class 8 contains 102739 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 140475 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165620 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53615 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5437 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 22 contains 16032 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399232.000000 Penalty: 73383.539062
Iteration 91Q: 22 clusters Score -1.663992e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 208774 members 
Mstep: Class 2 contains 206700 members 
Mstep: Class 3 contains 29577 members 
Mstep: Class 4 contains 55202 members 
Mstep: Class 5 contains 174920 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 138326 members 
Mstep: Class 8 contains 104064 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 140011 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165683 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 53600 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 22 contains 16152 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399264.000000 Penalty: 73383.539062
Iteration 92Q: 22 clusters Score -1.663993e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 206723 members 
Mstep: Class 3 contains 29536 members 
Mstep: Class 4 contains 55140 members 
Mstep: Class 5 contains 174836 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 138007 members 
Mstep: Class 8 contains 105344 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 139558 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165801 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53598 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 22 contains 16280 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399392.000000 Penalty: 73383.539062
Iteration 93Q: 22 clusters Score -1.663994e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 207592 members 
Mstep: Class 2 contains 206774 members 
Mstep: Class 3 contains 29492 members 
Mstep: Class 4 contains 55102 members 
Mstep: Class 5 contains 174801 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 137675 members 
Mstep: Class 8 contains 106593 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 139063 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165887 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53600 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5493 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 22 contains 16382 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166399872.000000 Penalty: 73383.539062
Iteration 94Q: 22 clusters Score -1.663999e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 207041 members 
Mstep: Class 2 contains 206879 members 
Mstep: Class 3 contains 29453 members 
Mstep: Class 4 contains 55069 members 
Mstep: Class 5 contains 174675 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 137361 members 
Mstep: Class 8 contains 107918 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 138523 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165962 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53578 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5519 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400064.000000 Penalty: 73383.539062
Iteration 95Q: 22 clusters Score -1.664001e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 206491 members 
Mstep: Class 2 contains 206935 members 
Mstep: Class 3 contains 29421 members 
Mstep: Class 4 contains 55047 members 
Mstep: Class 5 contains 174631 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 137051 members 
Mstep: Class 8 contains 109258 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 137980 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165985 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53543 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5542 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 22 contains 16554 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400032.000000 Penalty: 73383.539062
Iteration 96Q: 22 clusters Score -1.664e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 206978 members 
Mstep: Class 3 contains 29392 members 
Mstep: Class 4 contains 55024 members 
Mstep: Class 5 contains 174582 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 136744 members 
Mstep: Class 8 contains 110580 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 137435 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166035 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 53497 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5558 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 22 contains 16624 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400016.000000 Penalty: 73383.539062
Iteration 97Q: 22 clusters Score -1.664e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 207030 members 
Mstep: Class 3 contains 29364 members 
Mstep: Class 4 contains 55004 members 
Mstep: Class 5 contains 174528 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 136476 members 
Mstep: Class 8 contains 111895 members 
Mstep: Class 9 contains 5236 members 
Mstep: Class 10 contains 136778 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166047 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 22 contains 16689 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400608.000000 Penalty: 73383.539062
Iteration 98Q: 22 clusters Score -1.664006e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 205155 members 
Mstep: Class 2 contains 207063 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 54986 members 
Mstep: Class 5 contains 174462 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 136214 members 
Mstep: Class 8 contains 113234 members 
Mstep: Class 9 contains 5240 members 
Mstep: Class 10 contains 136102 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166055 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53446 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 22 contains 16761 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166400864.000000 Penalty: 73383.539062
Iteration 99Q: 22 clusters Score -1.664009e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 204791 members 
Mstep: Class 2 contains 207080 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 54973 members 
Mstep: Class 5 contains 174436 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 135988 members 
Mstep: Class 8 contains 114561 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 135348 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166045 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53389 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 22 contains 16838 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401184.000000 Penalty: 73383.539062
Iteration 100F: 22 clusters Score -1.664012e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 204427 members 
Mstep: Class 2 contains 207105 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 54961 members 
Mstep: Class 5 contains 174446 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 135738 members 
Mstep: Class 8 contains 115956 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 134514 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53340 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 22 contains 16909 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401408.000000 Penalty: 73383.539062
Iteration 101Q: 22 clusters Score -1.664014e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 207131 members 
Mstep: Class 3 contains 29349 members 
Mstep: Class 4 contains 54960 members 
Mstep: Class 5 contains 174484 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 135497 members 
Mstep: Class 8 contains 117351 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 133578 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166076 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53287 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 22 contains 16965 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 22 clusters Score -1.664016e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203824 members 
Mstep: Class 2 contains 207158 members 
Mstep: Class 3 contains 29348 members 
Mstep: Class 4 contains 54955 members 
Mstep: Class 5 contains 174544 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 135228 members 
Mstep: Class 8 contains 118724 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 132646 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166076 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53252 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 22 contains 17019 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401424.000000 Penalty: 73383.539062
Iteration 103Q: 22 clusters Score -1.664014e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 207170 members 
Mstep: Class 3 contains 29340 members 
Mstep: Class 4 contains 54966 members 
Mstep: Class 5 contains 174616 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 134997 members 
Mstep: Class 8 contains 120131 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 131671 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53219 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 22 contains 17047 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166401728.000000 Penalty: 73383.539062
Iteration 104Q: 22 clusters Score -1.664017e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203350 members 
Mstep: Class 2 contains 207200 members 
Mstep: Class 3 contains 29323 members 
Mstep: Class 4 contains 54982 members 
Mstep: Class 5 contains 174658 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 134754 members 
Mstep: Class 8 contains 121665 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 130612 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165921 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53187 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402032.000000 Penalty: 73383.539062
Iteration 105Q: 22 clusters Score -1.66402e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 203135 members 
Mstep: Class 2 contains 207233 members 
Mstep: Class 3 contains 29314 members 
Mstep: Class 4 contains 54989 members 
Mstep: Class 5 contains 174715 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 134462 members 
Mstep: Class 8 contains 123253 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 129518 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165856 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53131 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 22 contains 17094 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402208.000000 Penalty: 73383.539062
Iteration 106Q: 22 clusters Score -1.664022e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202934 members 
Mstep: Class 2 contains 207242 members 
Mstep: Class 3 contains 29310 members 
Mstep: Class 4 contains 54966 members 
Mstep: Class 5 contains 174838 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 134169 members 
Mstep: Class 8 contains 124876 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 128408 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165734 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53058 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 22 contains 17145 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402368.000000 Penalty: 73383.539062
Iteration 107Q: 22 clusters Score -1.664024e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202720 members 
Mstep: Class 2 contains 207234 members 
Mstep: Class 3 contains 29323 members 
Mstep: Class 4 contains 54945 members 
Mstep: Class 5 contains 174933 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 133862 members 
Mstep: Class 8 contains 126530 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 127252 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165654 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 53004 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5723 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 22 contains 17199 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402208.000000 Penalty: 73383.539062
Iteration 108Q: 22 clusters Score -1.664022e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202486 members 
Mstep: Class 2 contains 207220 members 
Mstep: Class 3 contains 29340 members 
Mstep: Class 4 contains 54945 members 
Mstep: Class 5 contains 175043 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 133562 members 
Mstep: Class 8 contains 128247 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 126023 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165578 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 52963 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 22 contains 17242 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402208.000000 Penalty: 73383.539062
Iteration 109Q: 22 clusters Score -1.664022e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202271 members 
Mstep: Class 2 contains 207173 members 
Mstep: Class 3 contains 29354 members 
Mstep: Class 4 contains 54933 members 
Mstep: Class 5 contains 175156 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 133292 members 
Mstep: Class 8 contains 130034 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 124727 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165519 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 52893 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 22 contains 17278 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402608.000000 Penalty: 73383.539062
Iteration 110Q: 22 clusters Score -1.664026e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 202009 members 
Mstep: Class 2 contains 207139 members 
Mstep: Class 3 contains 29359 members 
Mstep: Class 4 contains 54945 members 
Mstep: Class 5 contains 175253 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 133017 members 
Mstep: Class 8 contains 131879 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 123386 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165497 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 52835 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 22 contains 17298 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166402928.000000 Penalty: 73383.539062
Iteration 111Q: 22 clusters Score -1.664029e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 207086 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 54958 members 
Mstep: Class 5 contains 175365 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 132755 members 
Mstep: Class 8 contains 133751 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 122002 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165470 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52761 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5794 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 22 contains 17342 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403088.000000 Penalty: 73383.539062
Iteration 112Q: 22 clusters Score -1.664031e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 201509 members 
Mstep: Class 2 contains 207039 members 
Mstep: Class 3 contains 29358 members 
Mstep: Class 4 contains 54968 members 
Mstep: Class 5 contains 175500 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 132497 members 
Mstep: Class 8 contains 135672 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 120487 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165464 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 52682 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 22 contains 17378 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403520.000000 Penalty: 73383.539062
Iteration 113Q: 22 clusters Score -1.664035e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 201271 members 
Mstep: Class 2 contains 207008 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 54984 members 
Mstep: Class 5 contains 175639 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 132244 members 
Mstep: Class 8 contains 137673 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 118915 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165445 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 52588 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 22 contains 17411 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166403952.000000 Penalty: 73383.539062
Iteration 114Q: 22 clusters Score -1.66404e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200989 members 
Mstep: Class 2 contains 206965 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 54997 members 
Mstep: Class 5 contains 175808 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 131987 members 
Mstep: Class 8 contains 139765 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 117246 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165447 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 52508 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 22 contains 17450 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404624.000000 Penalty: 73383.539062
Iteration 115Q: 22 clusters Score -1.664046e+08 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200672 members 
Mstep: Class 2 contains 206902 members 
Mstep: Class 3 contains 29358 members 
Mstep: Class 4 contains 55003 members 
Mstep: Class 5 contains 175969 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 131766 members 
Mstep: Class 8 contains 141867 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 115520 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165518 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 52419 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405264.000000 Penalty: 73383.539062
Iteration 116Q: 22 clusters Score -1.664053e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200354 members 
Mstep: Class 2 contains 206905 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 55020 members 
Mstep: Class 5 contains 176027 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 131521 members 
Mstep: Class 8 contains 144131 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 113669 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165580 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 52340 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 22 contains 17585 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405680.000000 Penalty: 73383.539062
Iteration 117Q: 22 clusters Score -1.664057e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200090 members 
Mstep: Class 2 contains 206893 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 55046 members 
Mstep: Class 5 contains 176056 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 8 contains 146540 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 111728 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165597 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52254 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 22 contains 17644 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405792.000000 Penalty: 73383.539062
Iteration 118Q: 22 clusters Score -1.664058e+08 nChanged 5135
Entering ConstructFrom: 
Score: -166405792.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (199793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199793 members 
Entering Unmasked Estep 
Score: -25590558.000000 Penalty: 3026.849121
	Iteration 0F: 2 clusters Score -2.559056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -25459564.000000 Penalty: 6053.698242
	Iteration 0F: 3 clusters Score -2.545956e+07 nChanged 96240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -25515790.000000 Penalty: 6053.698242
	Iteration 1F: 3 clusters Score -2.551579e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -25516754.000000 Penalty: 6053.698242
	Iteration 2Q: 3 clusters Score -2.551675e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -25518482.000000 Penalty: 6053.698242
	Iteration 3Q: 3 clusters Score -2.551848e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -25520960.000000 Penalty: 6053.698242
	Iteration 4Q: 3 clusters Score -2.552096e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115346 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -25524896.000000 Penalty: 6053.698242
	Iteration 5Q: 3 clusters Score -2.55249e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -25531708.000000 Penalty: 6053.698242
	Iteration 6Q: 3 clusters Score -2.553171e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130983 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -25541380.000000 Penalty: 6053.698242
	Iteration 7F: 3 clusters Score -2.554138e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139587 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -25551230.000000 Penalty: 6053.698242
	Iteration 8F: 3 clusters Score -2.555123e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -25559098.000000 Penalty: 6053.698242
	Iteration 9F: 3 clusters Score -2.55591e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -25564884.000000 Penalty: 6053.698242
	Iteration 10Q: 3 clusters Score -2.556488e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159304 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -25569212.000000 Penalty: 6053.698242
	Iteration 11Q: 3 clusters Score -2.556921e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -25572352.000000 Penalty: 6053.698242
	Iteration 12Q: 3 clusters Score -2.557235e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169983 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -25575000.000000 Penalty: 6053.698242
	Iteration 13Q: 3 clusters Score -2.5575e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -25577286.000000 Penalty: 6053.698242
	Iteration 14Q: 3 clusters Score -2.557729e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179257 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -25579234.000000 Penalty: 6053.698242
	Iteration 15Q: 3 clusters Score -2.557923e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183211 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -25581086.000000 Penalty: 6053.698242
	Iteration 16Q: 3 clusters Score -2.558109e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186747 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -25582604.000000 Penalty: 6053.698242
	Iteration 17Q: 3 clusters Score -2.55826e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -25583850.000000 Penalty: 6053.698242
	Iteration 18Q: 3 clusters Score -2.558385e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192004 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -25584892.000000 Penalty: 6053.698242
	Iteration 19Q: 3 clusters Score -2.558489e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193788 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -25585702.000000 Penalty: 6053.698242
	Iteration 20F: 3 clusters Score -2.55857e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -25586192.000000 Penalty: 6053.698242
	Iteration 21Q: 3 clusters Score -2.558619e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195982 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -25586584.000000 Penalty: 6053.698242
	Iteration 22Q: 3 clusters Score -2.558658e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196678 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -25586882.000000 Penalty: 6053.698242
	Iteration 23Q: 3 clusters Score -2.558688e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197179 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -25587110.000000 Penalty: 6053.698242
	Iteration 24Q: 3 clusters Score -2.558711e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -25587348.000000 Penalty: 6053.698242
	Iteration 25Q: 3 clusters Score -2.558735e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197819 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -25587468.000000 Penalty: 6053.698242
	Iteration 26Q: 3 clusters Score -2.558747e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198000 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -25587528.000000 Penalty: 6053.698242
	Iteration 27Q: 3 clusters Score -2.558753e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -25587566.000000 Penalty: 6053.698242
	Iteration 28Q: 3 clusters Score -2.558757e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198258 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25587650.000000 Penalty: 6053.698242
	Iteration 29Q: 3 clusters Score -2.558765e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198349 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25587704.000000 Penalty: 6053.698242
	Iteration 30Q: 3 clusters Score -2.55877e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198431 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -25587752.000000 Penalty: 6053.698242
	Iteration 31Q: 3 clusters Score -2.558775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198505 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -25587812.000000 Penalty: 6053.698242
	Iteration 32Q: 3 clusters Score -2.558781e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198553 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -25587816.000000 Penalty: 6053.698242
	Iteration 33Q: 3 clusters Score -2.558782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198586 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -25587850.000000 Penalty: 6053.698242
	Iteration 34Q: 3 clusters Score -2.558785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198624 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25587854.000000 Penalty: 6053.698242
	Iteration 35Q: 3 clusters Score -2.558785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198657 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -25587896.000000 Penalty: 6053.698242
	Iteration 36Q: 3 clusters Score -2.55879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198677 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25587920.000000 Penalty: 6053.698242
	Iteration 37Q: 3 clusters Score -2.558792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -25587924.000000 Penalty: 6053.698242
	Iteration 38Q: 3 clusters Score -2.558792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198742 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -25587974.000000 Penalty: 6053.698242
	Iteration 39Q: 3 clusters Score -2.558797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198761 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -25587982.000000 Penalty: 6053.698242
	Iteration 40F: 3 clusters Score -2.558798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -25587972.000000 Penalty: 6053.698242
	Iteration 41Q: 3 clusters Score -2.558797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198787 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25587986.000000 Penalty: 6053.698242
	Iteration 42Q: 3 clusters Score -2.558799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198806 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -25587996.000000 Penalty: 6053.698242
	Iteration 43Q: 3 clusters Score -2.5588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -25587996.000000 Penalty: 6053.698242
	Iteration 44Q: 3 clusters Score -2.5588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198825 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25587996.000000 Penalty: 6053.698242
	Iteration 45Q: 3 clusters Score -2.5588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198831 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -25588004.000000 Penalty: 6053.698242
	Iteration 46Q: 3 clusters Score -2.5588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198843 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -25588002.000000 Penalty: 6053.698242
	Iteration 47Q: 3 clusters Score -2.5588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198848 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25588010.000000 Penalty: 6053.698242
	Iteration 48Q: 3 clusters Score -2.558801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198859 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -25588022.000000 Penalty: 6053.698242
	Iteration 49Q: 3 clusters Score -2.558802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198865 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -25588010.000000 Penalty: 6053.698242
	Iteration 50Q: 3 clusters Score -2.558801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198878 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25588038.000000 Penalty: 6053.698242
	Iteration 51Q: 3 clusters Score -2.558804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198887 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -25588054.000000 Penalty: 6053.698242
	Iteration 52Q: 3 clusters Score -2.558805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198893 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25588048.000000 Penalty: 6053.698242
	Iteration 53Q: 3 clusters Score -2.558805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198901 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -25588054.000000 Penalty: 6053.698242
	Iteration 54Q: 3 clusters Score -2.558805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198907 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -25588048.000000 Penalty: 6053.698242
	Iteration 55Q: 3 clusters Score -2.558805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198921 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -25588034.000000 Penalty: 6053.698242
	Iteration 56Q: 3 clusters Score -2.558803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198928 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25588052.000000 Penalty: 6053.698242
	Iteration 57Q: 3 clusters Score -2.558805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198936 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25588066.000000 Penalty: 6053.698242
	Iteration 58Q: 3 clusters Score -2.558807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198943 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -25588062.000000 Penalty: 6053.698242
	Iteration 59Q: 3 clusters Score -2.558806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198951 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -25588080.000000 Penalty: 6053.698242
	Iteration 60F: 3 clusters Score -2.558808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198956 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25588056.000000 Penalty: 6053.698242
	Iteration 61Q: 3 clusters Score -2.558806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198960 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -25588074.000000 Penalty: 6053.698242
	Iteration 62Q: 3 clusters Score -2.558807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198964 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25588088.000000 Penalty: 6053.698242
	Iteration 63Q: 3 clusters Score -2.558809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198963 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -25588080.000000 Penalty: 6053.698242
	Iteration 64Q: 3 clusters Score -2.558808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198964 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25588102.000000 Penalty: 6053.698242
	Iteration 65Q: 3 clusters Score -2.55881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25588084.000000 Penalty: 6053.698242
	Iteration 66Q: 3 clusters Score -2.558808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25588088.000000 Penalty: 6053.698242
	Iteration 67Q: 3 clusters Score -2.558809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25588094.000000 Penalty: 6053.698242
	Iteration 68Q: 3 clusters Score -2.558809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198968 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25588106.000000 Penalty: 6053.698242
	Iteration 69Q: 3 clusters Score -2.558811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198970 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -25588090.000000 Penalty: 6053.698242
	Iteration 70Q: 3 clusters Score -2.558809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198972 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -25588092.000000 Penalty: 6053.698242
	Iteration 71Q: 3 clusters Score -2.558809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198973 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25588106.000000 Penalty: 6053.698242
	Iteration 72Q: 3 clusters Score -2.558811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198973 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25588106.000000 Penalty: 6053.698242
	Iteration 73F: 3 clusters Score -2.558811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (206847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206847 members 
Entering Unmasked Estep 
Score: -26841424.000000 Penalty: 3035.454102
	Iteration 0F: 2 clusters Score -2.684142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -26737046.000000 Penalty: 6070.908203
	Iteration 0F: 3 clusters Score -2.673705e+07 nChanged 99666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -26795020.000000 Penalty: 6070.908203
	Iteration 1F: 3 clusters Score -2.679502e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -26796162.000000 Penalty: 6070.908203
	Iteration 2Q: 3 clusters Score -2.679616e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110743 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -26797630.000000 Penalty: 6070.908203
	Iteration 3Q: 3 clusters Score -2.679763e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -26800060.000000 Penalty: 6070.908203
	Iteration 4Q: 3 clusters Score -2.680006e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -26804242.000000 Penalty: 6070.908203
	Iteration 5Q: 3 clusters Score -2.680424e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -26810938.000000 Penalty: 6070.908203
	Iteration 6F: 3 clusters Score -2.681094e+07 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -26821334.000000 Penalty: 6070.908203
	Iteration 7F: 3 clusters Score -2.682133e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -26833022.000000 Penalty: 6070.908203
	Iteration 8F: 3 clusters Score -2.683302e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -26841816.000000 Penalty: 6070.908203
	Iteration 9F: 3 clusters Score -2.684182e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152548 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -26845496.000000 Penalty: 6070.908203
	Iteration 10Q: 3 clusters Score -2.68455e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -26847014.000000 Penalty: 6070.908203
	Iteration 11Q: 3 clusters Score -2.684701e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -26848152.000000 Penalty: 6070.908203
	Iteration 12Q: 3 clusters Score -2.684815e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -26849180.000000 Penalty: 6070.908203
	Iteration 13Q: 3 clusters Score -2.684918e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159878 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -26850332.000000 Penalty: 6070.908203
	Iteration 14Q: 3 clusters Score -2.685033e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -26851386.000000 Penalty: 6070.908203
	Iteration 15Q: 3 clusters Score -2.685139e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -26852786.000000 Penalty: 6070.908203
	Iteration 16Q: 3 clusters Score -2.685279e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -26854006.000000 Penalty: 6070.908203
	Iteration 17Q: 3 clusters Score -2.685401e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -26854732.000000 Penalty: 6070.908203
	Iteration 18Q: 3 clusters Score -2.685473e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -26855204.000000 Penalty: 6070.908203
	Iteration 19Q: 3 clusters Score -2.68552e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -26855068.000000 Penalty: 6070.908203
	Iteration 20F: 3 clusters Score -2.685507e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180143 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -26854156.000000 Penalty: 6070.908203
	Iteration 21Q: 3 clusters Score -2.685416e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183475 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -26852936.000000 Penalty: 6070.908203
	Iteration 22Q: 3 clusters Score -2.685294e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -26851442.000000 Penalty: 6070.908203
	Iteration 23Q: 3 clusters Score -2.685144e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189217 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -26850092.000000 Penalty: 6070.908203
	Iteration 24Q: 3 clusters Score -2.685009e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191507 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -26848818.000000 Penalty: 6070.908203
	Iteration 25Q: 3 clusters Score -2.684882e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193484 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -26847920.000000 Penalty: 6070.908203
	Iteration 26Q: 3 clusters Score -2.684792e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -26846898.000000 Penalty: 6070.908203
	Iteration 27Q: 3 clusters Score -2.68469e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196496 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -26846138.000000 Penalty: 6070.908203
	Iteration 28Q: 3 clusters Score -2.684614e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197676 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -26845580.000000 Penalty: 6070.908203
	Iteration 29Q: 3 clusters Score -2.684558e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198667 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -26845002.000000 Penalty: 6070.908203
	Iteration 30Q: 3 clusters Score -2.6845e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199575 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -26844472.000000 Penalty: 6070.908203
	Iteration 31Q: 3 clusters Score -2.684447e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200319 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -26844068.000000 Penalty: 6070.908203
	Iteration 32Q: 3 clusters Score -2.684407e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -26843714.000000 Penalty: 6070.908203
	Iteration 33Q: 3 clusters Score -2.684371e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201529 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -26843302.000000 Penalty: 6070.908203
	Iteration 34Q: 3 clusters Score -2.68433e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202032 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -26842958.000000 Penalty: 6070.908203
	Iteration 35Q: 3 clusters Score -2.684296e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202428 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -26842650.000000 Penalty: 6070.908203
	Iteration 36Q: 3 clusters Score -2.684265e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202801 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -26842360.000000 Penalty: 6070.908203
	Iteration 37Q: 3 clusters Score -2.684236e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203153 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -26842092.000000 Penalty: 6070.908203
	Iteration 38Q: 3 clusters Score -2.684209e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203459 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -26841846.000000 Penalty: 6070.908203
	Iteration 39Q: 3 clusters Score -2.684185e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203731 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -26841640.000000 Penalty: 6070.908203
	Iteration 40F: 3 clusters Score -2.684164e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203973 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -26841464.000000 Penalty: 6070.908203
	Iteration 41Q: 3 clusters Score -2.684146e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204188 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -26841382.000000 Penalty: 6070.908203
	Iteration 42Q: 3 clusters Score -2.684138e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204352 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -26841268.000000 Penalty: 6070.908203
	Iteration 43Q: 3 clusters Score -2.684127e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -26841136.000000 Penalty: 6070.908203
	Iteration 44Q: 3 clusters Score -2.684114e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204615 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -26841106.000000 Penalty: 6070.908203
	Iteration 45Q: 3 clusters Score -2.684111e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204726 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -26840988.000000 Penalty: 6070.908203
	Iteration 46Q: 3 clusters Score -2.684099e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204812 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -26840880.000000 Penalty: 6070.908203
	Iteration 47Q: 3 clusters Score -2.684088e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204893 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -26840824.000000 Penalty: 6070.908203
	Iteration 48Q: 3 clusters Score -2.684082e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204966 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -26840800.000000 Penalty: 6070.908203
	Iteration 49Q: 3 clusters Score -2.68408e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -26840740.000000 Penalty: 6070.908203
	Iteration 50Q: 3 clusters Score -2.684074e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205105 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26840686.000000 Penalty: 6070.908203
	Iteration 51Q: 3 clusters Score -2.684069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205154 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -26840660.000000 Penalty: 6070.908203
	Iteration 52Q: 3 clusters Score -2.684066e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205201 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -26840594.000000 Penalty: 6070.908203
	Iteration 53Q: 3 clusters Score -2.684059e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205247 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26840546.000000 Penalty: 6070.908203
	Iteration 54Q: 3 clusters Score -2.684055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205290 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -26840522.000000 Penalty: 6070.908203
	Iteration 55Q: 3 clusters Score -2.684052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205321 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -26840486.000000 Penalty: 6070.908203
	Iteration 56Q: 3 clusters Score -2.684049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205345 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -26840472.000000 Penalty: 6070.908203
	Iteration 57Q: 3 clusters Score -2.684047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205367 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -26840458.000000 Penalty: 6070.908203
	Iteration 58Q: 3 clusters Score -2.684046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -26840438.000000 Penalty: 6070.908203
	Iteration 59Q: 3 clusters Score -2.684044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -26840424.000000 Penalty: 6070.908203
	Iteration 60F: 3 clusters Score -2.684042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205417 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -26840440.000000 Penalty: 6070.908203
	Iteration 61Q: 3 clusters Score -2.684044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -26840440.000000 Penalty: 6070.908203
	Iteration 62Q: 3 clusters Score -2.684044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205434 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -26840432.000000 Penalty: 6070.908203
	Iteration 63Q: 3 clusters Score -2.684043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205443 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26840416.000000 Penalty: 6070.908203
	Iteration 64Q: 3 clusters Score -2.684042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -26840430.000000 Penalty: 6070.908203
	Iteration 65Q: 3 clusters Score -2.684043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205471 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26840402.000000 Penalty: 6070.908203
	Iteration 66Q: 3 clusters Score -2.68404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205484 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26840388.000000 Penalty: 6070.908203
	Iteration 67Q: 3 clusters Score -2.684039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -26840378.000000 Penalty: 6070.908203
	Iteration 68Q: 3 clusters Score -2.684038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205505 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -26840352.000000 Penalty: 6070.908203
	Iteration 69Q: 3 clusters Score -2.684035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205515 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26840368.000000 Penalty: 6070.908203
	Iteration 70Q: 3 clusters Score -2.684037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205519 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26840344.000000 Penalty: 6070.908203
	Iteration 71Q: 3 clusters Score -2.684034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205521 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -26840356.000000 Penalty: 6070.908203
	Iteration 72Q: 3 clusters Score -2.684036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205521 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -26840352.000000 Penalty: 6070.908203
	Iteration 73Q: 3 clusters Score -2.684035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26840342.000000 Penalty: 6070.908203
	Iteration 74Q: 3 clusters Score -2.684034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26840356.000000 Penalty: 6070.908203
	Iteration 75Q: 3 clusters Score -2.684036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205525 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -26840340.000000 Penalty: 6070.908203
	Iteration 76Q: 3 clusters Score -2.684034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205529 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -26840336.000000 Penalty: 6070.908203
	Iteration 77Q: 3 clusters Score -2.684034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205533 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -26840326.000000 Penalty: 6070.908203
	Iteration 78Q: 3 clusters Score -2.684033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -26840322.000000 Penalty: 6070.908203
	Iteration 79Q: 3 clusters Score -2.684032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205537 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -26840330.000000 Penalty: 6070.908203
	Iteration 80F: 3 clusters Score -2.684033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205541 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -26840340.000000 Penalty: 6070.908203
	Iteration 81Q: 3 clusters Score -2.684034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -26840334.000000 Penalty: 6070.908203
	Iteration 82Q: 3 clusters Score -2.684033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -26840332.000000 Penalty: 6070.908203
	Iteration 83Q: 3 clusters Score -2.684033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -26840340.000000 Penalty: 6070.908203
	Iteration 84Q: 3 clusters Score -2.684034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205545 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -26840338.000000 Penalty: 6070.908203
	Iteration 85Q: 3 clusters Score -2.684034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205546 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -26840322.000000 Penalty: 6070.908203
	Iteration 86Q: 3 clusters Score -2.684032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205547 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -26840338.000000 Penalty: 6070.908203
	Iteration 87Q: 3 clusters Score -2.684034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -26840320.000000 Penalty: 6070.908203
	Iteration 88Q: 3 clusters Score -2.684032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -26840328.000000 Penalty: 6070.908203
	Iteration 89Q: 3 clusters Score -2.684033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205553 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26840338.000000 Penalty: 6070.908203
	Iteration 90Q: 3 clusters Score -2.684034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205554 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -26840334.000000 Penalty: 6070.908203
	Iteration 91Q: 3 clusters Score -2.684033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205555 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -26840344.000000 Penalty: 6070.908203
	Iteration 92Q: 3 clusters Score -2.684034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205554 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -26840348.000000 Penalty: 6070.908203
	Iteration 93Q: 3 clusters Score -2.684035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205555 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -26840350.000000 Penalty: 6070.908203
	Iteration 94Q: 3 clusters Score -2.684035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205556 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -26840356.000000 Penalty: 6070.908203
	Iteration 95Q: 3 clusters Score -2.684036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -26840344.000000 Penalty: 6070.908203
	Iteration 96Q: 3 clusters Score -2.684034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -26840342.000000 Penalty: 6070.908203
	Iteration 97Q: 3 clusters Score -2.684034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -26840346.000000 Penalty: 6070.908203
	Iteration 98Q: 3 clusters Score -2.684035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -26840346.000000 Penalty: 6070.908203
	Iteration 99F: 3 clusters Score -2.684035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Entering Unmasked Estep 
Score: -3747185.750000 Penalty: 2551.314453
	Iteration 0F: 2 clusters Score -3747186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3726946.500000 Penalty: 5102.628906
	Iteration 0F: 3 clusters Score -3726946 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3734144.750000 Penalty: 5102.628906
	Iteration 1F: 3 clusters Score -3734145 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3734832.750000 Penalty: 5102.628906
	Iteration 2F: 3 clusters Score -3734833 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3735919.500000 Penalty: 5102.628906
	Iteration 3F: 3 clusters Score -3735920 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3737662.000000 Penalty: 5102.628906
	Iteration 4F: 3 clusters Score -3737662 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3740135.500000 Penalty: 5102.628906
	Iteration 5F: 3 clusters Score -3740136 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3742442.250000 Penalty: 5102.628906
	Iteration 6F: 3 clusters Score -3742442 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3743857.750000 Penalty: 5102.628906
	Iteration 7F: 3 clusters Score -3743858 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3744486.000000 Penalty: 5102.628906
	Iteration 8Q: 3 clusters Score -3744486 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3744795.250000 Penalty: 5102.628906
	Iteration 9Q: 3 clusters Score -3744795 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3744944.500000 Penalty: 5102.628906
	Iteration 10Q: 3 clusters Score -3744944 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3745076.500000 Penalty: 5102.628906
	Iteration 11Q: 3 clusters Score -3745076 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3745173.500000 Penalty: 5102.628906
	Iteration 12Q: 3 clusters Score -3745174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3745250.750000 Penalty: 5102.628906
	Iteration 13Q: 3 clusters Score -3745251 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3745316.000000 Penalty: 5102.628906
	Iteration 14Q: 3 clusters Score -3745316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3745372.750000 Penalty: 5102.628906
	Iteration 15Q: 3 clusters Score -3745373 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3745417.500000 Penalty: 5102.628906
	Iteration 16Q: 3 clusters Score -3745418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3745458.500000 Penalty: 5102.628906
	Iteration 17Q: 3 clusters Score -3745458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3745490.250000 Penalty: 5102.628906
	Iteration 18Q: 3 clusters Score -3745490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3745511.250000 Penalty: 5102.628906
	Iteration 19Q: 3 clusters Score -3745511 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3745540.000000 Penalty: 5102.628906
	Iteration 20F: 3 clusters Score -3745540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3745568.500000 Penalty: 5102.628906
	Iteration 21Q: 3 clusters Score -3745568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3745586.000000 Penalty: 5102.628906
	Iteration 22Q: 3 clusters Score -3745586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3745598.000000 Penalty: 5102.628906
	Iteration 23Q: 3 clusters Score -3745598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3745595.750000 Penalty: 5102.628906
	Iteration 24Q: 3 clusters Score -3745596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3745606.000000 Penalty: 5102.628906
	Iteration 25Q: 3 clusters Score -3745606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3745607.250000 Penalty: 5102.628906
	Iteration 26Q: 3 clusters Score -3745607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3745609.500000 Penalty: 5102.628906
	Iteration 27Q: 3 clusters Score -3745610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3745624.500000 Penalty: 5102.628906
	Iteration 28Q: 3 clusters Score -3745624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3745634.750000 Penalty: 5102.628906
	Iteration 29Q: 3 clusters Score -3745635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3745635.750000 Penalty: 5102.628906
	Iteration 30Q: 3 clusters Score -3745636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3745641.500000 Penalty: 5102.628906
	Iteration 31Q: 3 clusters Score -3745642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3745657.250000 Penalty: 5102.628906
	Iteration 32Q: 3 clusters Score -3745657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3745659.250000 Penalty: 5102.628906
	Iteration 33Q: 3 clusters Score -3745659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3745657.750000 Penalty: 5102.628906
	Iteration 34Q: 3 clusters Score -3745658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3745653.500000 Penalty: 5102.628906
	Iteration 35Q: 3 clusters Score -3745654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3745659.000000 Penalty: 5102.628906
	Iteration 36Q: 3 clusters Score -3745659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3745659.500000 Penalty: 5102.628906
	Iteration 37Q: 3 clusters Score -3745660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3745660.000000 Penalty: 5102.628906
	Iteration 38Q: 3 clusters Score -3745660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3745665.000000 Penalty: 5102.628906
	Iteration 39Q: 3 clusters Score -3745665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3745665.000000 Penalty: 5102.628906
	Iteration 40F: 3 clusters Score -3745665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3745664.750000 Penalty: 5102.628906
	Iteration 41Q: 3 clusters Score -3745665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3745660.250000 Penalty: 5102.628906
	Iteration 42Q: 3 clusters Score -3745660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3745661.250000 Penalty: 5102.628906
	Iteration 43Q: 3 clusters Score -3745661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3745657.750000 Penalty: 5102.628906
	Iteration 44Q: 3 clusters Score -3745658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3745660.750000 Penalty: 5102.628906
	Iteration 45Q: 3 clusters Score -3745661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3745662.500000 Penalty: 5102.628906
	Iteration 46Q: 3 clusters Score -3745662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3745661.750000 Penalty: 5102.628906
	Iteration 47Q: 3 clusters Score -3745662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3745661.750000 Penalty: 5102.628906
	Iteration 48F: 3 clusters Score -3745662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Entering Unmasked Estep 
Score: -6825951.500000 Penalty: 2707.356445
	Iteration 0F: 2 clusters Score -6825952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6788821.000000 Penalty: 5414.712891
	Iteration 0F: 3 clusters Score -6788821 nChanged 25638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6803036.000000 Penalty: 5414.712891
	Iteration 1F: 3 clusters Score -6803036 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -6803658.000000 Penalty: 5414.712891
	Iteration 2Q: 3 clusters Score -6803658 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6804245.500000 Penalty: 5414.712891
	Iteration 3Q: 3 clusters Score -6804246 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -6804993.000000 Penalty: 5414.712891
	Iteration 4Q: 3 clusters Score -6804993 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6806060.000000 Penalty: 5414.712891
	Iteration 5Q: 3 clusters Score -6806060 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -6807727.000000 Penalty: 5414.712891
	Iteration 6F: 3 clusters Score -6807727 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -6810338.000000 Penalty: 5414.712891
	Iteration 7F: 3 clusters Score -6810338 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6814170.000000 Penalty: 5414.712891
	Iteration 8F: 3 clusters Score -6814170 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6818650.500000 Penalty: 5414.712891
	Iteration 9F: 3 clusters Score -6818650 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -6822228.500000 Penalty: 5414.712891
	Iteration 10F: 3 clusters Score -6822228 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6824074.000000 Penalty: 5414.712891
	Iteration 11Q: 3 clusters Score -6824074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -6824924.000000 Penalty: 5414.712891
	Iteration 12Q: 3 clusters Score -6824924 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -6825343.500000 Penalty: 5414.712891
	Iteration 13Q: 3 clusters Score -6825344 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -6825536.000000 Penalty: 5414.712891
	Iteration 14Q: 3 clusters Score -6825536 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -6825650.000000 Penalty: 5414.712891
	Iteration 15Q: 3 clusters Score -6825650 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -6825718.500000 Penalty: 5414.712891
	Iteration 16Q: 3 clusters Score -6825718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -6825770.500000 Penalty: 5414.712891
	Iteration 17Q: 3 clusters Score -6825770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6825795.000000 Penalty: 5414.712891
	Iteration 18Q: 3 clusters Score -6825795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -6825807.500000 Penalty: 5414.712891
	Iteration 19Q: 3 clusters Score -6825808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6825818.000000 Penalty: 5414.712891
	Iteration 20F: 3 clusters Score -6825818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6825830.500000 Penalty: 5414.712891
	Iteration 21Q: 3 clusters Score -6825830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -6825823.000000 Penalty: 5414.712891
	Iteration 22Q: 3 clusters Score -6825823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -6825831.000000 Penalty: 5414.712891
	Iteration 23Q: 3 clusters Score -6825831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6825826.000000 Penalty: 5414.712891
	Iteration 24Q: 3 clusters Score -6825826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6825824.500000 Penalty: 5414.712891
	Iteration 25Q: 3 clusters Score -6825824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6825836.000000 Penalty: 5414.712891
	Iteration 26Q: 3 clusters Score -6825836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -6825838.500000 Penalty: 5414.712891
	Iteration 27Q: 3 clusters Score -6825838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -6825834.500000 Penalty: 5414.712891
	Iteration 28Q: 3 clusters Score -6825834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -6825832.000000 Penalty: 5414.712891
	Iteration 29Q: 3 clusters Score -6825832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -6825834.500000 Penalty: 5414.712891
	Iteration 30Q: 3 clusters Score -6825834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6825839.000000 Penalty: 5414.712891
	Iteration 31Q: 3 clusters Score -6825839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6825837.500000 Penalty: 5414.712891
	Iteration 32Q: 3 clusters Score -6825838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6825836.000000 Penalty: 5414.712891
	Iteration 33Q: 3 clusters Score -6825836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6825835.000000 Penalty: 5414.712891
	Iteration 34Q: 3 clusters Score -6825835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6825832.000000 Penalty: 5414.712891
	Iteration 35Q: 3 clusters Score -6825832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6825832.000000 Penalty: 5414.712891
	Iteration 36F: 3 clusters Score -6825832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (176153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176153 members 
Entering Unmasked Estep 
Score: -22622662.000000 Penalty: 2995.618896
	Iteration 0F: 2 clusters Score -2.262266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -22505474.000000 Penalty: 5991.237793
	Iteration 0F: 3 clusters Score -2.250547e+07 nChanged 84455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -22555310.000000 Penalty: 5991.237793
	Iteration 1F: 3 clusters Score -2.255531e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -22556922.000000 Penalty: 5991.237793
	Iteration 2Q: 3 clusters Score -2.255692e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -22559832.000000 Penalty: 5991.237793
	Iteration 3Q: 3 clusters Score -2.255983e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -22564266.000000 Penalty: 5991.237793
	Iteration 4Q: 3 clusters Score -2.256427e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -22570628.000000 Penalty: 5991.237793
	Iteration 5F: 3 clusters Score -2.257063e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -22579250.000000 Penalty: 5991.237793
	Iteration 6F: 3 clusters Score -2.257925e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -22589222.000000 Penalty: 5991.237793
	Iteration 7F: 3 clusters Score -2.258922e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -22598962.000000 Penalty: 5991.237793
	Iteration 8F: 3 clusters Score -2.259896e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -22604670.000000 Penalty: 5991.237793
	Iteration 9F: 3 clusters Score -2.260467e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -22607334.000000 Penalty: 5991.237793
	Iteration 10Q: 3 clusters Score -2.260733e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -22609042.000000 Penalty: 5991.237793
	Iteration 11Q: 3 clusters Score -2.260904e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -22610208.000000 Penalty: 5991.237793
	Iteration 12Q: 3 clusters Score -2.261021e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -22611308.000000 Penalty: 5991.237793
	Iteration 13Q: 3 clusters Score -2.261131e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121033 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -22612518.000000 Penalty: 5991.237793
	Iteration 14Q: 3 clusters Score -2.261252e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123236 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -22613578.000000 Penalty: 5991.237793
	Iteration 15Q: 3 clusters Score -2.261358e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -22614608.000000 Penalty: 5991.237793
	Iteration 16Q: 3 clusters Score -2.261461e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -22615126.000000 Penalty: 5991.237793
	Iteration 17Q: 3 clusters Score -2.261513e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -22615672.000000 Penalty: 5991.237793
	Iteration 18Q: 3 clusters Score -2.261567e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -22616144.000000 Penalty: 5991.237793
	Iteration 19Q: 3 clusters Score -2.261614e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -22616630.000000 Penalty: 5991.237793
	Iteration 20F: 3 clusters Score -2.261663e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -22617000.000000 Penalty: 5991.237793
	Iteration 21Q: 3 clusters Score -2.2617e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -22617298.000000 Penalty: 5991.237793
	Iteration 22Q: 3 clusters Score -2.26173e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136196 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -22617542.000000 Penalty: 5991.237793
	Iteration 23Q: 3 clusters Score -2.261754e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -22617806.000000 Penalty: 5991.237793
	Iteration 24Q: 3 clusters Score -2.261781e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -22618064.000000 Penalty: 5991.237793
	Iteration 25Q: 3 clusters Score -2.261806e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -22618358.000000 Penalty: 5991.237793
	Iteration 26Q: 3 clusters Score -2.261836e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -22618626.000000 Penalty: 5991.237793
	Iteration 27Q: 3 clusters Score -2.261863e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -22618876.000000 Penalty: 5991.237793
	Iteration 28Q: 3 clusters Score -2.261888e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -22619274.000000 Penalty: 5991.237793
	Iteration 29Q: 3 clusters Score -2.261927e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144962 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -22619626.000000 Penalty: 5991.237793
	Iteration 30Q: 3 clusters Score -2.261963e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -22620092.000000 Penalty: 5991.237793
	Iteration 31Q: 3 clusters Score -2.262009e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -22620264.000000 Penalty: 5991.237793
	Iteration 32Q: 3 clusters Score -2.262026e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -22620446.000000 Penalty: 5991.237793
	Iteration 33Q: 3 clusters Score -2.262045e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -22620638.000000 Penalty: 5991.237793
	Iteration 34Q: 3 clusters Score -2.262064e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -22620950.000000 Penalty: 5991.237793
	Iteration 35Q: 3 clusters Score -2.262095e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -22621272.000000 Penalty: 5991.237793
	Iteration 36Q: 3 clusters Score -2.262127e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -22621526.000000 Penalty: 5991.237793
	Iteration 37Q: 3 clusters Score -2.262153e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -22621820.000000 Penalty: 5991.237793
	Iteration 38Q: 3 clusters Score -2.262182e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -22622020.000000 Penalty: 5991.237793
	Iteration 39Q: 3 clusters Score -2.262202e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -22622106.000000 Penalty: 5991.237793
	Iteration 40F: 3 clusters Score -2.262211e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -22622150.000000 Penalty: 5991.237793
	Iteration 41Q: 3 clusters Score -2.262215e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -22622340.000000 Penalty: 5991.237793
	Iteration 42Q: 3 clusters Score -2.262234e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -22622554.000000 Penalty: 5991.237793
	Iteration 43Q: 3 clusters Score -2.262255e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -22622686.000000 Penalty: 5991.237793
	Iteration 44Q: 3 clusters Score -2.262269e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159907 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -22622788.000000 Penalty: 5991.237793
	Iteration 45Q: 3 clusters Score -2.262279e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160666 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -22622902.000000 Penalty: 5991.237793
	Iteration 46Q: 3 clusters Score -2.26229e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -22622964.000000 Penalty: 5991.237793
	Iteration 47Q: 3 clusters Score -2.262296e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -22623054.000000 Penalty: 5991.237793
	Iteration 48Q: 3 clusters Score -2.262305e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -22623088.000000 Penalty: 5991.237793
	Iteration 49Q: 3 clusters Score -2.262309e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163345 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -22623196.000000 Penalty: 5991.237793
	Iteration 50Q: 3 clusters Score -2.26232e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -22623266.000000 Penalty: 5991.237793
	Iteration 51Q: 3 clusters Score -2.262327e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164548 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -22623342.000000 Penalty: 5991.237793
	Iteration 52Q: 3 clusters Score -2.262334e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165073 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -22623344.000000 Penalty: 5991.237793
	Iteration 53Q: 3 clusters Score -2.262334e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -22623284.000000 Penalty: 5991.237793
	Iteration 54Q: 3 clusters Score -2.262328e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166077 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -22623256.000000 Penalty: 5991.237793
	Iteration 55Q: 3 clusters Score -2.262326e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -22623270.000000 Penalty: 5991.237793
	Iteration 56Q: 3 clusters Score -2.262327e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -22623342.000000 Penalty: 5991.237793
	Iteration 57Q: 3 clusters Score -2.262334e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -22623316.000000 Penalty: 5991.237793
	Iteration 58Q: 3 clusters Score -2.262332e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -22623358.000000 Penalty: 5991.237793
	Iteration 59Q: 3 clusters Score -2.262336e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5991.237793
	Iteration 60F: 3 clusters Score -2.262339e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -22623338.000000 Penalty: 5991.237793
	Iteration 61Q: 3 clusters Score -2.262334e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -22623324.000000 Penalty: 5991.237793
	Iteration 62Q: 3 clusters Score -2.262332e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -22623338.000000 Penalty: 5991.237793
	Iteration 63Q: 3 clusters Score -2.262334e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -22623340.000000 Penalty: 5991.237793
	Iteration 64Q: 3 clusters Score -2.262334e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -22623330.000000 Penalty: 5991.237793
	Iteration 65Q: 3 clusters Score -2.262333e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -22623324.000000 Penalty: 5991.237793
	Iteration 66Q: 3 clusters Score -2.262332e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169735 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -22623272.000000 Penalty: 5991.237793
	Iteration 67Q: 3 clusters Score -2.262327e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -22623274.000000 Penalty: 5991.237793
	Iteration 68Q: 3 clusters Score -2.262327e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -22623256.000000 Penalty: 5991.237793
	Iteration 69Q: 3 clusters Score -2.262326e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -22623236.000000 Penalty: 5991.237793
	Iteration 70Q: 3 clusters Score -2.262324e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170337 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -22623232.000000 Penalty: 5991.237793
	Iteration 71Q: 3 clusters Score -2.262323e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -22623230.000000 Penalty: 5991.237793
	Iteration 72Q: 3 clusters Score -2.262323e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -22623252.000000 Penalty: 5991.237793
	Iteration 73Q: 3 clusters Score -2.262325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -22623210.000000 Penalty: 5991.237793
	Iteration 74Q: 3 clusters Score -2.262321e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -22623220.000000 Penalty: 5991.237793
	Iteration 75Q: 3 clusters Score -2.262322e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22623184.000000 Penalty: 5991.237793
	Iteration 76Q: 3 clusters Score -2.262318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -22623184.000000 Penalty: 5991.237793
	Iteration 77Q: 3 clusters Score -2.262318e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -22623176.000000 Penalty: 5991.237793
	Iteration 78Q: 3 clusters Score -2.262318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -22623168.000000 Penalty: 5991.237793
	Iteration 79Q: 3 clusters Score -2.262317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -22623174.000000 Penalty: 5991.237793
	Iteration 80F: 3 clusters Score -2.262317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22623188.000000 Penalty: 5991.237793
	Iteration 81Q: 3 clusters Score -2.262319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -22623192.000000 Penalty: 5991.237793
	Iteration 82Q: 3 clusters Score -2.262319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -22623180.000000 Penalty: 5991.237793
	Iteration 83Q: 3 clusters Score -2.262318e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22623218.000000 Penalty: 5991.237793
	Iteration 84Q: 3 clusters Score -2.262322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -22623186.000000 Penalty: 5991.237793
	Iteration 85Q: 3 clusters Score -2.262319e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -22623188.000000 Penalty: 5991.237793
	Iteration 86Q: 3 clusters Score -2.262319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171541 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -22623176.000000 Penalty: 5991.237793
	Iteration 87Q: 3 clusters Score -2.262318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171596 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -22623196.000000 Penalty: 5991.237793
	Iteration 88Q: 3 clusters Score -2.26232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171639 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22623162.000000 Penalty: 5991.237793
	Iteration 89Q: 3 clusters Score -2.262316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -22623148.000000 Penalty: 5991.237793
	Iteration 90Q: 3 clusters Score -2.262315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -22623148.000000 Penalty: 5991.237793
	Iteration 91Q: 3 clusters Score -2.262315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -22623136.000000 Penalty: 5991.237793
	Iteration 92Q: 3 clusters Score -2.262314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -22623156.000000 Penalty: 5991.237793
	Iteration 93Q: 3 clusters Score -2.262316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -22623146.000000 Penalty: 5991.237793
	Iteration 94Q: 3 clusters Score -2.262315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -22623140.000000 Penalty: 5991.237793
	Iteration 95Q: 3 clusters Score -2.262314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171856 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22623122.000000 Penalty: 5991.237793
	Iteration 96Q: 3 clusters Score -2.262312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -22623118.000000 Penalty: 5991.237793
	Iteration 97Q: 3 clusters Score -2.262312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171897 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -22623076.000000 Penalty: 5991.237793
	Iteration 98Q: 3 clusters Score -2.262308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -22623100.000000 Penalty: 5991.237793
	Iteration 99Q: 3 clusters Score -2.26231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171935 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -22623076.000000 Penalty: 5991.237793
	Iteration 100F: 3 clusters Score -2.262308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -22623068.000000 Penalty: 5991.237793
	Iteration 101Q: 3 clusters Score -2.262307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171964 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -22623044.000000 Penalty: 5991.237793
	Iteration 102Q: 3 clusters Score -2.262304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171976 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -22623042.000000 Penalty: 5991.237793
	Iteration 103Q: 3 clusters Score -2.262304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -22623048.000000 Penalty: 5991.237793
	Iteration 104Q: 3 clusters Score -2.262305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -22623042.000000 Penalty: 5991.237793
	Iteration 105Q: 3 clusters Score -2.262304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -22623044.000000 Penalty: 5991.237793
	Iteration 106Q: 3 clusters Score -2.262304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172017 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22623042.000000 Penalty: 5991.237793
	Iteration 107Q: 3 clusters Score -2.262304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -22623050.000000 Penalty: 5991.237793
	Iteration 108Q: 3 clusters Score -2.262305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -22623048.000000 Penalty: 5991.237793
	Iteration 109Q: 3 clusters Score -2.262305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -22623026.000000 Penalty: 5991.237793
	Iteration 110Q: 3 clusters Score -2.262303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22623026.000000 Penalty: 5991.237793
	Iteration 111Q: 3 clusters Score -2.262303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -22623058.000000 Penalty: 5991.237793
	Iteration 112Q: 3 clusters Score -2.262306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -22623070.000000 Penalty: 5991.237793
	Iteration 113Q: 3 clusters Score -2.262307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -22623070.000000 Penalty: 5991.237793
	Iteration 114Q: 3 clusters Score -2.262307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -22623052.000000 Penalty: 5991.237793
	Iteration 115Q: 3 clusters Score -2.262305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172139 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -22623062.000000 Penalty: 5991.237793
	Iteration 116Q: 3 clusters Score -2.262306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -22623062.000000 Penalty: 5991.237793
	Iteration 117Q: 3 clusters Score -2.262306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -22623064.000000 Penalty: 5991.237793
	Iteration 118Q: 3 clusters Score -2.262306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172173 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -22623082.000000 Penalty: 5991.237793
	Iteration 119Q: 3 clusters Score -2.262308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -22623078.000000 Penalty: 5991.237793
	Iteration 120F: 3 clusters Score -2.262308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -22623082.000000 Penalty: 5991.237793
	Iteration 121Q: 3 clusters Score -2.262308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22623092.000000 Penalty: 5991.237793
	Iteration 122Q: 3 clusters Score -2.262309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22623092.000000 Penalty: 5991.237793
	Iteration 123F: 3 clusters Score -2.262309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 206847 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 55092 members 
Mstep: Class 5 contains 172180 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130982 members 
Mstep: Class 8 contains 149032 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 109789 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165560 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52131 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
Score: -166405280.000000 Penalty: 76877.992188
Splitting cluster 5 changes total score from -166405792.000000 to -166405280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -35791.937500 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -35791.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34451.937500 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -34451.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34639.417969 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -34639.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34740.964844 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -34740.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34799.929688 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -34799.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34842.250000 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -34842.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34879.394531 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -34879.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34924.082031 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -34924.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34961.503906 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -34961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35021.906250 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -35021.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35114.054688 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -35114.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35175.257812 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -35175.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35190.988281 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -35190.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35213.539062 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -35213.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35227.234375 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -35227.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35235.523438 Penalty: 2927.706055
	Iteration 14Q: 3 clusters Score -35235.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35239.808594 Penalty: 2927.706055
	Iteration 15Q: 3 clusters Score -35239.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35239.808594 Penalty: 2927.706055
	Iteration 16F: 3 clusters Score -35239.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Entering Unmasked Estep 
Score: -16979592.000000 Penalty: 2922.138184
	Iteration 0F: 2 clusters Score -1.697959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -16891988.000000 Penalty: 5844.276367
	Iteration 0F: 3 clusters Score -1.689199e+07 nChanged 62377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -16928048.000000 Penalty: 5844.276367
	Iteration 1F: 3 clusters Score -1.692805e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -16928924.000000 Penalty: 5844.276367
	Iteration 2Q: 3 clusters Score -1.692892e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -16930272.000000 Penalty: 5844.276367
	Iteration 3Q: 3 clusters Score -1.693027e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -16932634.000000 Penalty: 5844.276367
	Iteration 4Q: 3 clusters Score -1.693263e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -16937206.000000 Penalty: 5844.276367
	Iteration 5F: 3 clusters Score -1.693721e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -16945236.000000 Penalty: 5844.276367
	Iteration 6F: 3 clusters Score -1.694524e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -16956840.000000 Penalty: 5844.276367
	Iteration 7F: 3 clusters Score -1.695684e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120063 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -16967488.000000 Penalty: 5844.276367
	Iteration 8F: 3 clusters Score -1.696749e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -16973526.000000 Penalty: 5844.276367
	Iteration 9Q: 3 clusters Score -1.697353e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128556 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -16975832.000000 Penalty: 5844.276367
	Iteration 10Q: 3 clusters Score -1.697583e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16976700.000000 Penalty: 5844.276367
	Iteration 11Q: 3 clusters Score -1.69767e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16977086.000000 Penalty: 5844.276367
	Iteration 12Q: 3 clusters Score -1.697709e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16977268.000000 Penalty: 5844.276367
	Iteration 13Q: 3 clusters Score -1.697727e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129894 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16977376.000000 Penalty: 5844.276367
	Iteration 14Q: 3 clusters Score -1.697738e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -16977458.000000 Penalty: 5844.276367
	Iteration 15Q: 3 clusters Score -1.697746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16977472.000000 Penalty: 5844.276367
	Iteration 16Q: 3 clusters Score -1.697747e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16977482.000000 Penalty: 5844.276367
	Iteration 17Q: 3 clusters Score -1.697748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129955 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16977516.000000 Penalty: 5844.276367
	Iteration 18Q: 3 clusters Score -1.697752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129959 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16977522.000000 Penalty: 5844.276367
	Iteration 19Q: 3 clusters Score -1.697752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129962 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -16977548.000000 Penalty: 5844.276367
	Iteration 20F: 3 clusters Score -1.697755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129971 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16977542.000000 Penalty: 5844.276367
	Iteration 21Q: 3 clusters Score -1.697754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129977 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16977540.000000 Penalty: 5844.276367
	Iteration 22Q: 3 clusters Score -1.697754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977538.000000 Penalty: 5844.276367
	Iteration 23Q: 3 clusters Score -1.697754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16977546.000000 Penalty: 5844.276367
	Iteration 24Q: 3 clusters Score -1.697755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16977544.000000 Penalty: 5844.276367
	Iteration 25Q: 3 clusters Score -1.697754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16977544.000000 Penalty: 5844.276367
	Iteration 26Q: 3 clusters Score -1.697754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16977540.000000 Penalty: 5844.276367
	Iteration 27Q: 3 clusters Score -1.697754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16977544.000000 Penalty: 5844.276367
	Iteration 28Q: 3 clusters Score -1.697754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129978 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16977560.000000 Penalty: 5844.276367
	Iteration 29Q: 3 clusters Score -1.697756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977578.000000 Penalty: 5844.276367
	Iteration 30Q: 3 clusters Score -1.697758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977564.000000 Penalty: 5844.276367
	Iteration 31Q: 3 clusters Score -1.697756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16977548.000000 Penalty: 5844.276367
	Iteration 32Q: 3 clusters Score -1.697755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977558.000000 Penalty: 5844.276367
	Iteration 33Q: 3 clusters Score -1.697756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977556.000000 Penalty: 5844.276367
	Iteration 34Q: 3 clusters Score -1.697756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16977556.000000 Penalty: 5844.276367
	Iteration 35F: 3 clusters Score -1.697756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Entering Unmasked Estep 
Score: -19385396.000000 Penalty: 2954.155273
	Iteration 0F: 2 clusters Score -1.93854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -19285844.000000 Penalty: 5908.310547
	Iteration 0F: 3 clusters Score -1.928584e+07 nChanged 71131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -19326782.000000 Penalty: 5908.310547
	Iteration 1F: 3 clusters Score -1.932678e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -19328712.000000 Penalty: 5908.310547
	Iteration 2Q: 3 clusters Score -1.932871e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -19332284.000000 Penalty: 5908.310547
	Iteration 3F: 3 clusters Score -1.933228e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -19338744.000000 Penalty: 5908.310547
	Iteration 4F: 3 clusters Score -1.933874e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -19350040.000000 Penalty: 5908.310547
	Iteration 5F: 3 clusters Score -1.935004e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131639 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -19364848.000000 Penalty: 5908.310547
	Iteration 6F: 3 clusters Score -1.936485e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -19376356.000000 Penalty: 5908.310547
	Iteration 7F: 3 clusters Score -1.937636e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19381026.000000 Penalty: 5908.310547
	Iteration 8Q: 3 clusters Score -1.938103e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19382226.000000 Penalty: 5908.310547
	Iteration 9Q: 3 clusters Score -1.938223e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19382554.000000 Penalty: 5908.310547
	Iteration 10Q: 3 clusters Score -1.938255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19382634.000000 Penalty: 5908.310547
	Iteration 11Q: 3 clusters Score -1.938263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19382670.000000 Penalty: 5908.310547
	Iteration 12Q: 3 clusters Score -1.938267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19382688.000000 Penalty: 5908.310547
	Iteration 13Q: 3 clusters Score -1.938269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19382686.000000 Penalty: 5908.310547
	Iteration 14Q: 3 clusters Score -1.938269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19382694.000000 Penalty: 5908.310547
	Iteration 15Q: 3 clusters Score -1.938269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19382696.000000 Penalty: 5908.310547
	Iteration 16Q: 3 clusters Score -1.93827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19382690.000000 Penalty: 5908.310547
	Iteration 17Q: 3 clusters Score -1.938269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19382690.000000 Penalty: 5908.310547
	Iteration 18F: 3 clusters Score -1.938269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Entering Unmasked Estep 
Score: -666125.625000 Penalty: 2125.964600
	Iteration 0F: 2 clusters Score -666125.6 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 2591 members 
Entering Unmasked Estep 
Score: -661431.000000 Penalty: 4251.929199
	Iteration 0F: 3 clusters Score -661431 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -662574.812500 Penalty: 4251.929199
	Iteration 1F: 3 clusters Score -662574.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -662793.062500 Penalty: 4251.929199
	Iteration 2F: 3 clusters Score -662793.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -662951.250000 Penalty: 4251.929199
	Iteration 3F: 3 clusters Score -662951.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -663073.500000 Penalty: 4251.929199
	Iteration 4Q: 3 clusters Score -663073.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -663190.812500 Penalty: 4251.929199
	Iteration 5Q: 3 clusters Score -663190.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -663288.500000 Penalty: 4251.929199
	Iteration 6Q: 3 clusters Score -663288.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -663369.500000 Penalty: 4251.929199
	Iteration 7Q: 3 clusters Score -663369.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -663432.875000 Penalty: 4251.929199
	Iteration 8Q: 3 clusters Score -663432.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -663502.875000 Penalty: 4251.929199
	Iteration 9Q: 3 clusters Score -663502.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -663558.187500 Penalty: 4251.929199
	Iteration 10Q: 3 clusters Score -663558.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -663610.500000 Penalty: 4251.929199
	Iteration 11Q: 3 clusters Score -663610.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -663657.687500 Penalty: 4251.929199
	Iteration 12Q: 3 clusters Score -663657.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -663705.500000 Penalty: 4251.929199
	Iteration 13Q: 3 clusters Score -663705.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -663746.125000 Penalty: 4251.929199
	Iteration 14Q: 3 clusters Score -663746.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -663793.250000 Penalty: 4251.929199
	Iteration 15Q: 3 clusters Score -663793.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -663844.437500 Penalty: 4251.929199
	Iteration 16Q: 3 clusters Score -663844.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -663904.437500 Penalty: 4251.929199
	Iteration 17Q: 3 clusters Score -663904.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -663960.312500 Penalty: 4251.929199
	Iteration 18Q: 3 clusters Score -663960.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -664030.500000 Penalty: 4251.929199
	Iteration 19Q: 3 clusters Score -664030.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -664091.500000 Penalty: 4251.929199
	Iteration 20F: 3 clusters Score -664091.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -664156.250000 Penalty: 4251.929199
	Iteration 21Q: 3 clusters Score -664156.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -664210.437500 Penalty: 4251.929199
	Iteration 22Q: 3 clusters Score -664210.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -664246.937500 Penalty: 4251.929199
	Iteration 23Q: 3 clusters Score -664246.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -664269.375000 Penalty: 4251.929199
	Iteration 24Q: 3 clusters Score -664269.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -664293.687500 Penalty: 4251.929199
	Iteration 25Q: 3 clusters Score -664293.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -664320.062500 Penalty: 4251.929199
	Iteration 26Q: 3 clusters Score -664320.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -664346.062500 Penalty: 4251.929199
	Iteration 27Q: 3 clusters Score -664346.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -664366.875000 Penalty: 4251.929199
	Iteration 28Q: 3 clusters Score -664366.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -664386.000000 Penalty: 4251.929199
	Iteration 29Q: 3 clusters Score -664386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -664403.687500 Penalty: 4251.929199
	Iteration 30Q: 3 clusters Score -664403.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -664414.562500 Penalty: 4251.929199
	Iteration 31Q: 3 clusters Score -664414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -664418.125000 Penalty: 4251.929199
	Iteration 32Q: 3 clusters Score -664418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -664422.625000 Penalty: 4251.929199
	Iteration 33Q: 3 clusters Score -664422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -664426.375000 Penalty: 4251.929199
	Iteration 34Q: 3 clusters Score -664426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -664428.312500 Penalty: 4251.929199
	Iteration 35Q: 3 clusters Score -664428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -664430.062500 Penalty: 4251.929199
	Iteration 36Q: 3 clusters Score -664430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -664432.250000 Penalty: 4251.929199
	Iteration 37Q: 3 clusters Score -664432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -664434.375000 Penalty: 4251.929199
	Iteration 38Q: 3 clusters Score -664434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -664434.750000 Penalty: 4251.929199
	Iteration 39Q: 3 clusters Score -664434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -664434.750000 Penalty: 4251.929199
	Iteration 40F: 3 clusters Score -664434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (109789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Entering Unmasked Estep 
Score: -14196484.000000 Penalty: 2878.366211
	Iteration 0F: 2 clusters Score -1.419648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -14123072.000000 Penalty: 5756.732422
	Iteration 0F: 3 clusters Score -1.412307e+07 nChanged 52140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -14152787.000000 Penalty: 5756.732422
	Iteration 1F: 3 clusters Score -1.415279e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -14153423.000000 Penalty: 5756.732422
	Iteration 2Q: 3 clusters Score -1.415342e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -14154285.000000 Penalty: 5756.732422
	Iteration 3Q: 3 clusters Score -1.415428e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -14155413.000000 Penalty: 5756.732422
	Iteration 4Q: 3 clusters Score -1.415541e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -14156863.000000 Penalty: 5756.732422
	Iteration 5Q: 3 clusters Score -1.415686e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -14159089.000000 Penalty: 5756.732422
	Iteration 6Q: 3 clusters Score -1.415909e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -14162235.000000 Penalty: 5756.732422
	Iteration 7F: 3 clusters Score -1.416224e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -14166687.000000 Penalty: 5756.732422
	Iteration 8F: 3 clusters Score -1.416669e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -14172754.000000 Penalty: 5756.732422
	Iteration 9F: 3 clusters Score -1.417275e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -14179632.000000 Penalty: 5756.732422
	Iteration 10F: 3 clusters Score -1.417963e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -14185546.000000 Penalty: 5756.732422
	Iteration 11F: 3 clusters Score -1.418555e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -14189718.000000 Penalty: 5756.732422
	Iteration 12Q: 3 clusters Score -1.418972e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -14191997.000000 Penalty: 5756.732422
	Iteration 13Q: 3 clusters Score -1.4192e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -14193051.000000 Penalty: 5756.732422
	Iteration 14Q: 3 clusters Score -1.419305e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -14193543.000000 Penalty: 5756.732422
	Iteration 15Q: 3 clusters Score -1.419354e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -14193787.000000 Penalty: 5756.732422
	Iteration 16Q: 3 clusters Score -1.419379e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -14193898.000000 Penalty: 5756.732422
	Iteration 17Q: 3 clusters Score -1.41939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -14193948.000000 Penalty: 5756.732422
	Iteration 18Q: 3 clusters Score -1.419395e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -14193992.000000 Penalty: 5756.732422
	Iteration 19Q: 3 clusters Score -1.419399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -14194016.000000 Penalty: 5756.732422
	Iteration 20F: 3 clusters Score -1.419402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -14194019.000000 Penalty: 5756.732422
	Iteration 21Q: 3 clusters Score -1.419402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -14194022.000000 Penalty: 5756.732422
	Iteration 22Q: 3 clusters Score -1.419402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -14194022.000000 Penalty: 5756.732422
	Iteration 23Q: 3 clusters Score -1.419402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 109398 members 
Entering Unmasked Estep 
Score: -14194042.000000 Penalty: 5756.732422
	Iteration 24Q: 3 clusters Score -1.419404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -14194035.000000 Penalty: 5756.732422
	Iteration 25Q: 3 clusters Score -1.419404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -14194049.000000 Penalty: 5756.732422
	Iteration 26Q: 3 clusters Score -1.419405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -14194057.000000 Penalty: 5756.732422
	Iteration 27Q: 3 clusters Score -1.419406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -14194061.000000 Penalty: 5756.732422
	Iteration 28Q: 3 clusters Score -1.419406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -14194069.000000 Penalty: 5756.732422
	Iteration 29Q: 3 clusters Score -1.419407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -14194076.000000 Penalty: 5756.732422
	Iteration 30Q: 3 clusters Score -1.419408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -14194084.000000 Penalty: 5756.732422
	Iteration 31Q: 3 clusters Score -1.419408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 109415 members 
Entering Unmasked Estep 
Score: -14194081.000000 Penalty: 5756.732422
	Iteration 32Q: 3 clusters Score -1.419408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -14194086.000000 Penalty: 5756.732422
	Iteration 33Q: 3 clusters Score -1.419409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -14194092.000000 Penalty: 5756.732422
	Iteration 34Q: 3 clusters Score -1.419409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -14194106.000000 Penalty: 5756.732422
	Iteration 35Q: 3 clusters Score -1.419411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -14194095.000000 Penalty: 5756.732422
	Iteration 36Q: 3 clusters Score -1.41941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -14194096.000000 Penalty: 5756.732422
	Iteration 37Q: 3 clusters Score -1.41941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -14194096.000000 Penalty: 5756.732422
	Iteration 38F: 3 clusters Score -1.41941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -351117.218750 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -351117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347899.750000 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -347899.8 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -348613.156250 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -348613.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -348844.968750 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -348845 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348984.750000 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -348984.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -349125.593750 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -349125.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -349210.187500 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -349210.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349278.343750 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -349278.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -349328.531250 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -349328.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -349369.281250 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -349369.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -349406.656250 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -349406.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -349443.031250 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -349443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -349477.593750 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -349477.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -349517.687500 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -349517.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -349571.406250 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -349571.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -349624.375000 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -349624.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -349675.062500 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -349675.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -349734.187500 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -349734.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -349798.968750 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -349799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -349859.593750 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -349859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -349911.625000 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -349911.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -349955.343750 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -349955.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -349994.750000 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -349994.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -350023.062500 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -350023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -350041.218750 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -350041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -350055.937500 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -350055.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -350097.125000 Penalty: 3958.091553
	Iteration 25Q: 3 clusters Score -350097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -350123.406250 Penalty: 3958.091553
	Iteration 26Q: 3 clusters Score -350123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -350139.593750 Penalty: 3958.091553
	Iteration 27Q: 3 clusters Score -350139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -350154.406250 Penalty: 3958.091553
	Iteration 28Q: 3 clusters Score -350154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -350164.875000 Penalty: 3958.091553
	Iteration 29Q: 3 clusters Score -350164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -350173.343750 Penalty: 3958.091553
	Iteration 30Q: 3 clusters Score -350173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -350176.375000 Penalty: 3958.091553
	Iteration 31Q: 3 clusters Score -350176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -350183.468750 Penalty: 3958.091553
	Iteration 32Q: 3 clusters Score -350183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -350188.593750 Penalty: 3958.091553
	Iteration 33Q: 3 clusters Score -350188.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -350188.593750 Penalty: 3958.091553
	Iteration 34F: 3 clusters Score -350188.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -109544.171875 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -109544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107616.679688 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -107616.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108088.437500 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -108088.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108311.125000 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -108311.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108556.609375 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -108556.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108769.171875 Penalty: 3460.731689
	Iteration 4F: 3 clusters Score -108769.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108975.687500 Penalty: 3460.731689
	Iteration 5F: 3 clusters Score -108975.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109048.804688 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -109048.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109082.304688 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -109082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109098.804688 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -109098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -109104.890625 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -109104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109121.203125 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -109121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109160.578125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -109160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -109216.921875 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -109216.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109283.312500 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -109283.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109336.000000 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -109336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109354.312500 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -109354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109368.820312 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -109368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109388.843750 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -109388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109417.328125 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -109417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109443.156250 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -109443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109460.125000 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -109460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109474.703125 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -109474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109483.382812 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -109483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109490.109375 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -109490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109492.078125 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -109492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -109493.554688 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -109493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109495.664062 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -109495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109497.781250 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -109497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109497.781250 Penalty: 3460.731689
	Iteration 28F: 3 clusters Score -109497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -70937.132812 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -70937.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69344.625000 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -69344.62 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69564.109375 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -69564.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69674.937500 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -69674.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69869.257812 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -69869.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70017.343750 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -70017.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70151.023438 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -70151.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70259.367188 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -70259.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70351.140625 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -70351.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70436.421875 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -70436.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70492.429688 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -70492.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70598.812500 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -70598.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70674.718750 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -70674.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70759.390625 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -70759.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70808.367188 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -70808.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70855.703125 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -70855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70905.156250 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -70905.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70933.937500 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -70933.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70968.921875 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -70968.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71002.109375 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -71002.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71044.000000 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -71044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71091.742188 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -71091.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71206.375000 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -71206.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71380.015625 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -71380.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71426.742188 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -71426.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71426.742188 Penalty: 3199.433350
	Iteration 24F: 3 clusters Score -71426.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 206847 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 55092 members 
Mstep: Class 5 contains 176153 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130982 members 
Mstep: Class 8 contains 149032 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 109789 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 14 contains 165560 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52131 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
Score: -166404272.000000 Penalty: 76877.992188
Splitting cluster 13 changes total score from -166405792.000000 to -166404272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (165560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Entering Unmasked Estep 
Score: -21300064.000000 Penalty: 2980.238037
	Iteration 0F: 2 clusters Score -2.130006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -21190230.000000 Penalty: 5960.476074
	Iteration 0F: 3 clusters Score -2.119023e+07 nChanged 79150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -21236646.000000 Penalty: 5960.476074
	Iteration 1F: 3 clusters Score -2.123665e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -21237946.000000 Penalty: 5960.476074
	Iteration 2Q: 3 clusters Score -2.123795e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -21239448.000000 Penalty: 5960.476074
	Iteration 3Q: 3 clusters Score -2.123945e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -21241632.000000 Penalty: 5960.476074
	Iteration 4Q: 3 clusters Score -2.124163e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -21244862.000000 Penalty: 5960.476074
	Iteration 5Q: 3 clusters Score -2.124486e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -21249764.000000 Penalty: 5960.476074
	Iteration 6Q: 3 clusters Score -2.124976e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -21256046.000000 Penalty: 5960.476074
	Iteration 7F: 3 clusters Score -2.125605e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -21263388.000000 Penalty: 5960.476074
	Iteration 8F: 3 clusters Score -2.126339e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -21269882.000000 Penalty: 5960.476074
	Iteration 9F: 3 clusters Score -2.126988e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -21275094.000000 Penalty: 5960.476074
	Iteration 10F: 3 clusters Score -2.127509e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -21277956.000000 Penalty: 5960.476074
	Iteration 11Q: 3 clusters Score -2.127796e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -21279972.000000 Penalty: 5960.476074
	Iteration 12Q: 3 clusters Score -2.127997e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -21281116.000000 Penalty: 5960.476074
	Iteration 13Q: 3 clusters Score -2.128112e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -21281646.000000 Penalty: 5960.476074
	Iteration 14Q: 3 clusters Score -2.128165e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -21282210.000000 Penalty: 5960.476074
	Iteration 15Q: 3 clusters Score -2.128221e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -21282494.000000 Penalty: 5960.476074
	Iteration 16Q: 3 clusters Score -2.128249e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -21282720.000000 Penalty: 5960.476074
	Iteration 17Q: 3 clusters Score -2.128272e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -21283020.000000 Penalty: 5960.476074
	Iteration 18Q: 3 clusters Score -2.128302e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -21283242.000000 Penalty: 5960.476074
	Iteration 19Q: 3 clusters Score -2.128324e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -21283466.000000 Penalty: 5960.476074
	Iteration 20F: 3 clusters Score -2.128347e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -21283624.000000 Penalty: 5960.476074
	Iteration 21Q: 3 clusters Score -2.128362e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -21283796.000000 Penalty: 5960.476074
	Iteration 22Q: 3 clusters Score -2.12838e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -21283896.000000 Penalty: 5960.476074
	Iteration 23Q: 3 clusters Score -2.12839e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -21284020.000000 Penalty: 5960.476074
	Iteration 24Q: 3 clusters Score -2.128402e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -21284286.000000 Penalty: 5960.476074
	Iteration 25Q: 3 clusters Score -2.128429e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -21284408.000000 Penalty: 5960.476074
	Iteration 26Q: 3 clusters Score -2.128441e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -21284620.000000 Penalty: 5960.476074
	Iteration 27Q: 3 clusters Score -2.128462e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21284730.000000 Penalty: 5960.476074
	Iteration 28Q: 3 clusters Score -2.128473e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -21284782.000000 Penalty: 5960.476074
	Iteration 29Q: 3 clusters Score -2.128478e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -21284902.000000 Penalty: 5960.476074
	Iteration 30Q: 3 clusters Score -2.12849e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -21285024.000000 Penalty: 5960.476074
	Iteration 31Q: 3 clusters Score -2.128502e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -21285126.000000 Penalty: 5960.476074
	Iteration 32Q: 3 clusters Score -2.128513e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -21285212.000000 Penalty: 5960.476074
	Iteration 33Q: 3 clusters Score -2.128521e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -21285274.000000 Penalty: 5960.476074
	Iteration 34Q: 3 clusters Score -2.128527e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -21285356.000000 Penalty: 5960.476074
	Iteration 35Q: 3 clusters Score -2.128536e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -21285496.000000 Penalty: 5960.476074
	Iteration 36Q: 3 clusters Score -2.12855e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -21285618.000000 Penalty: 5960.476074
	Iteration 37Q: 3 clusters Score -2.128562e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -21285760.000000 Penalty: 5960.476074
	Iteration 38Q: 3 clusters Score -2.128576e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -21285926.000000 Penalty: 5960.476074
	Iteration 39Q: 3 clusters Score -2.128593e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -21286036.000000 Penalty: 5960.476074
	Iteration 40F: 3 clusters Score -2.128604e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -21286108.000000 Penalty: 5960.476074
	Iteration 41Q: 3 clusters Score -2.128611e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -21286202.000000 Penalty: 5960.476074
	Iteration 42Q: 3 clusters Score -2.12862e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -21286332.000000 Penalty: 5960.476074
	Iteration 43Q: 3 clusters Score -2.128633e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -21286452.000000 Penalty: 5960.476074
	Iteration 44Q: 3 clusters Score -2.128645e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -21286490.000000 Penalty: 5960.476074
	Iteration 45Q: 3 clusters Score -2.128649e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -21286584.000000 Penalty: 5960.476074
	Iteration 46Q: 3 clusters Score -2.128658e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -21286562.000000 Penalty: 5960.476074
	Iteration 47Q: 3 clusters Score -2.128656e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -21286670.000000 Penalty: 5960.476074
	Iteration 48Q: 3 clusters Score -2.128667e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -21286744.000000 Penalty: 5960.476074
	Iteration 49Q: 3 clusters Score -2.128674e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -21286860.000000 Penalty: 5960.476074
	Iteration 50Q: 3 clusters Score -2.128686e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -21286918.000000 Penalty: 5960.476074
	Iteration 51Q: 3 clusters Score -2.128692e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -21287000.000000 Penalty: 5960.476074
	Iteration 52Q: 3 clusters Score -2.1287e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -21287022.000000 Penalty: 5960.476074
	Iteration 53Q: 3 clusters Score -2.128702e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -21287028.000000 Penalty: 5960.476074
	Iteration 54Q: 3 clusters Score -2.128703e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -21287092.000000 Penalty: 5960.476074
	Iteration 55Q: 3 clusters Score -2.128709e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -21287100.000000 Penalty: 5960.476074
	Iteration 56Q: 3 clusters Score -2.12871e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -21287148.000000 Penalty: 5960.476074
	Iteration 57Q: 3 clusters Score -2.128715e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -21287184.000000 Penalty: 5960.476074
	Iteration 58Q: 3 clusters Score -2.128718e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -21287196.000000 Penalty: 5960.476074
	Iteration 59Q: 3 clusters Score -2.12872e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -21287212.000000 Penalty: 5960.476074
	Iteration 60F: 3 clusters Score -2.128721e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -21287228.000000 Penalty: 5960.476074
	Iteration 61Q: 3 clusters Score -2.128723e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98995 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -21287270.000000 Penalty: 5960.476074
	Iteration 62Q: 3 clusters Score -2.128727e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -21287362.000000 Penalty: 5960.476074
	Iteration 63Q: 3 clusters Score -2.128736e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -21287390.000000 Penalty: 5960.476074
	Iteration 64Q: 3 clusters Score -2.128739e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -21287378.000000 Penalty: 5960.476074
	Iteration 65Q: 3 clusters Score -2.128738e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -21287440.000000 Penalty: 5960.476074
	Iteration 66Q: 3 clusters Score -2.128744e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -21287432.000000 Penalty: 5960.476074
	Iteration 67Q: 3 clusters Score -2.128743e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -21287538.000000 Penalty: 5960.476074
	Iteration 68Q: 3 clusters Score -2.128754e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -21287552.000000 Penalty: 5960.476074
	Iteration 69Q: 3 clusters Score -2.128755e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -21287572.000000 Penalty: 5960.476074
	Iteration 70Q: 3 clusters Score -2.128757e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -21287638.000000 Penalty: 5960.476074
	Iteration 71Q: 3 clusters Score -2.128764e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -21287722.000000 Penalty: 5960.476074
	Iteration 72Q: 3 clusters Score -2.128772e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -21287796.000000 Penalty: 5960.476074
	Iteration 73Q: 3 clusters Score -2.12878e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -21287846.000000 Penalty: 5960.476074
	Iteration 74Q: 3 clusters Score -2.128785e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -21287920.000000 Penalty: 5960.476074
	Iteration 75Q: 3 clusters Score -2.128792e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -21288038.000000 Penalty: 5960.476074
	Iteration 76Q: 3 clusters Score -2.128804e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -21288074.000000 Penalty: 5960.476074
	Iteration 77Q: 3 clusters Score -2.128807e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -21288124.000000 Penalty: 5960.476074
	Iteration 78Q: 3 clusters Score -2.128812e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -21288238.000000 Penalty: 5960.476074
	Iteration 79Q: 3 clusters Score -2.128824e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -21288306.000000 Penalty: 5960.476074
	Iteration 80F: 3 clusters Score -2.128831e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -21288364.000000 Penalty: 5960.476074
	Iteration 81Q: 3 clusters Score -2.128836e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -21288446.000000 Penalty: 5960.476074
	Iteration 82Q: 3 clusters Score -2.128845e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -21288494.000000 Penalty: 5960.476074
	Iteration 83Q: 3 clusters Score -2.128849e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -21288534.000000 Penalty: 5960.476074
	Iteration 84Q: 3 clusters Score -2.128853e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -21288580.000000 Penalty: 5960.476074
	Iteration 85Q: 3 clusters Score -2.128858e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -21288594.000000 Penalty: 5960.476074
	Iteration 86Q: 3 clusters Score -2.128859e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -21288622.000000 Penalty: 5960.476074
	Iteration 87Q: 3 clusters Score -2.128862e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -21288662.000000 Penalty: 5960.476074
	Iteration 88Q: 3 clusters Score -2.128866e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -21288688.000000 Penalty: 5960.476074
	Iteration 89Q: 3 clusters Score -2.128869e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -21288692.000000 Penalty: 5960.476074
	Iteration 90Q: 3 clusters Score -2.128869e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -21288670.000000 Penalty: 5960.476074
	Iteration 91Q: 3 clusters Score -2.128867e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -21288722.000000 Penalty: 5960.476074
	Iteration 92Q: 3 clusters Score -2.128872e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -21288800.000000 Penalty: 5960.476074
	Iteration 93Q: 3 clusters Score -2.12888e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -21288820.000000 Penalty: 5960.476074
	Iteration 94Q: 3 clusters Score -2.128882e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -21288878.000000 Penalty: 5960.476074
	Iteration 95Q: 3 clusters Score -2.128888e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -21288954.000000 Penalty: 5960.476074
	Iteration 96Q: 3 clusters Score -2.128895e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -21289066.000000 Penalty: 5960.476074
	Iteration 97Q: 3 clusters Score -2.128907e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79794 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -21289190.000000 Penalty: 5960.476074
	Iteration 98Q: 3 clusters Score -2.128919e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -21289294.000000 Penalty: 5960.476074
	Iteration 99Q: 3 clusters Score -2.128929e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -21289332.000000 Penalty: 5960.476074
	Iteration 100F: 3 clusters Score -2.128933e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -21289406.000000 Penalty: 5960.476074
	Iteration 101Q: 3 clusters Score -2.128941e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -21289488.000000 Penalty: 5960.476074
	Iteration 102Q: 3 clusters Score -2.128949e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -21289574.000000 Penalty: 5960.476074
	Iteration 103Q: 3 clusters Score -2.128957e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -21289732.000000 Penalty: 5960.476074
	Iteration 104Q: 3 clusters Score -2.128973e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -21289870.000000 Penalty: 5960.476074
	Iteration 105Q: 3 clusters Score -2.128987e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -21289876.000000 Penalty: 5960.476074
	Iteration 106Q: 3 clusters Score -2.128988e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -21289934.000000 Penalty: 5960.476074
	Iteration 107Q: 3 clusters Score -2.128993e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -21289958.000000 Penalty: 5960.476074
	Iteration 108Q: 3 clusters Score -2.128996e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -21290072.000000 Penalty: 5960.476074
	Iteration 109Q: 3 clusters Score -2.129007e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -21290150.000000 Penalty: 5960.476074
	Iteration 110Q: 3 clusters Score -2.129015e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -21290238.000000 Penalty: 5960.476074
	Iteration 111Q: 3 clusters Score -2.129024e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -21290324.000000 Penalty: 5960.476074
	Iteration 112Q: 3 clusters Score -2.129032e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -21290448.000000 Penalty: 5960.476074
	Iteration 113Q: 3 clusters Score -2.129045e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -21290526.000000 Penalty: 5960.476074
	Iteration 114Q: 3 clusters Score -2.129053e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -21290624.000000 Penalty: 5960.476074
	Iteration 115Q: 3 clusters Score -2.129062e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -21290826.000000 Penalty: 5960.476074
	Iteration 116Q: 3 clusters Score -2.129083e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -21290966.000000 Penalty: 5960.476074
	Iteration 117Q: 3 clusters Score -2.129097e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -21291052.000000 Penalty: 5960.476074
	Iteration 118Q: 3 clusters Score -2.129105e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -21291170.000000 Penalty: 5960.476074
	Iteration 119Q: 3 clusters Score -2.129117e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -21291248.000000 Penalty: 5960.476074
	Iteration 120F: 3 clusters Score -2.129125e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -21291332.000000 Penalty: 5960.476074
	Iteration 121Q: 3 clusters Score -2.129133e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -21291426.000000 Penalty: 5960.476074
	Iteration 122Q: 3 clusters Score -2.129143e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -21291598.000000 Penalty: 5960.476074
	Iteration 123Q: 3 clusters Score -2.12916e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -21291758.000000 Penalty: 5960.476074
	Iteration 124Q: 3 clusters Score -2.129176e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -21291832.000000 Penalty: 5960.476074
	Iteration 125Q: 3 clusters Score -2.129183e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -21291962.000000 Penalty: 5960.476074
	Iteration 126Q: 3 clusters Score -2.129196e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -21292104.000000 Penalty: 5960.476074
	Iteration 127Q: 3 clusters Score -2.12921e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -21292232.000000 Penalty: 5960.476074
	Iteration 128Q: 3 clusters Score -2.129223e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -21292242.000000 Penalty: 5960.476074
	Iteration 129Q: 3 clusters Score -2.129224e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -21292344.000000 Penalty: 5960.476074
	Iteration 130Q: 3 clusters Score -2.129234e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -21292464.000000 Penalty: 5960.476074
	Iteration 131Q: 3 clusters Score -2.129246e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -21292554.000000 Penalty: 5960.476074
	Iteration 132Q: 3 clusters Score -2.129255e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -21292652.000000 Penalty: 5960.476074
	Iteration 133Q: 3 clusters Score -2.129265e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -21292734.000000 Penalty: 5960.476074
	Iteration 134Q: 3 clusters Score -2.129273e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -21292680.000000 Penalty: 5960.476074
	Iteration 135Q: 3 clusters Score -2.129268e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -21292848.000000 Penalty: 5960.476074
	Iteration 136Q: 3 clusters Score -2.129285e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -21292954.000000 Penalty: 5960.476074
	Iteration 137Q: 3 clusters Score -2.129295e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -21293070.000000 Penalty: 5960.476074
	Iteration 138Q: 3 clusters Score -2.129307e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -21293204.000000 Penalty: 5960.476074
	Iteration 139Q: 3 clusters Score -2.12932e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -21293262.000000 Penalty: 5960.476074
	Iteration 140F: 3 clusters Score -2.129326e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -21293412.000000 Penalty: 5960.476074
	Iteration 141Q: 3 clusters Score -2.129341e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -21293488.000000 Penalty: 5960.476074
	Iteration 142Q: 3 clusters Score -2.129349e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -21293634.000000 Penalty: 5960.476074
	Iteration 143Q: 3 clusters Score -2.129363e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -21293718.000000 Penalty: 5960.476074
	Iteration 144Q: 3 clusters Score -2.129372e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -21293830.000000 Penalty: 5960.476074
	Iteration 145Q: 3 clusters Score -2.129383e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -21293998.000000 Penalty: 5960.476074
	Iteration 146Q: 3 clusters Score -2.1294e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -21294132.000000 Penalty: 5960.476074
	Iteration 147Q: 3 clusters Score -2.129413e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -21294270.000000 Penalty: 5960.476074
	Iteration 148Q: 3 clusters Score -2.129427e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -21294530.000000 Penalty: 5960.476074
	Iteration 149Q: 3 clusters Score -2.129453e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -21294698.000000 Penalty: 5960.476074
	Iteration 150Q: 3 clusters Score -2.12947e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -21294848.000000 Penalty: 5960.476074
	Iteration 151Q: 3 clusters Score -2.129485e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -21294980.000000 Penalty: 5960.476074
	Iteration 152Q: 3 clusters Score -2.129498e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 131160 members 
Entering Unmasked Estep 
Score: -21295162.000000 Penalty: 5960.476074
	Iteration 153Q: 3 clusters Score -2.129516e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 131968 members 
Entering Unmasked Estep 
Score: -21295258.000000 Penalty: 5960.476074
	Iteration 154Q: 3 clusters Score -2.129526e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 132707 members 
Entering Unmasked Estep 
Score: -21295332.000000 Penalty: 5960.476074
	Iteration 155Q: 3 clusters Score -2.129533e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -21295372.000000 Penalty: 5960.476074
	Iteration 156Q: 3 clusters Score -2.129537e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -21295486.000000 Penalty: 5960.476074
	Iteration 157Q: 3 clusters Score -2.129549e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 134747 members 
Entering Unmasked Estep 
Score: -21295608.000000 Penalty: 5960.476074
	Iteration 158Q: 3 clusters Score -2.129561e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -21295650.000000 Penalty: 5960.476074
	Iteration 159Q: 3 clusters Score -2.129565e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -21295824.000000 Penalty: 5960.476074
	Iteration 160F: 3 clusters Score -2.129582e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -21295850.000000 Penalty: 5960.476074
	Iteration 161Q: 3 clusters Score -2.129585e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -21296006.000000 Penalty: 5960.476074
	Iteration 162Q: 3 clusters Score -2.129601e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 138079 members 
Entering Unmasked Estep 
Score: -21296190.000000 Penalty: 5960.476074
	Iteration 163Q: 3 clusters Score -2.129619e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -21296290.000000 Penalty: 5960.476074
	Iteration 164Q: 3 clusters Score -2.129629e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 139392 members 
Entering Unmasked Estep 
Score: -21296356.000000 Penalty: 5960.476074
	Iteration 165Q: 3 clusters Score -2.129636e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -21296448.000000 Penalty: 5960.476074
	Iteration 166Q: 3 clusters Score -2.129645e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -21296596.000000 Penalty: 5960.476074
	Iteration 167Q: 3 clusters Score -2.12966e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -21296712.000000 Penalty: 5960.476074
	Iteration 168Q: 3 clusters Score -2.129671e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -21296758.000000 Penalty: 5960.476074
	Iteration 169Q: 3 clusters Score -2.129676e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -21296828.000000 Penalty: 5960.476074
	Iteration 170Q: 3 clusters Score -2.129683e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 142822 members 
Entering Unmasked Estep 
Score: -21296992.000000 Penalty: 5960.476074
	Iteration 171Q: 3 clusters Score -2.129699e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -21297024.000000 Penalty: 5960.476074
	Iteration 172Q: 3 clusters Score -2.129702e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -21296994.000000 Penalty: 5960.476074
	Iteration 173Q: 3 clusters Score -2.129699e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -21297050.000000 Penalty: 5960.476074
	Iteration 174Q: 3 clusters Score -2.129705e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 144642 members 
Entering Unmasked Estep 
Score: -21297158.000000 Penalty: 5960.476074
	Iteration 175Q: 3 clusters Score -2.129716e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -21297244.000000 Penalty: 5960.476074
	Iteration 176Q: 3 clusters Score -2.129724e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -21297366.000000 Penalty: 5960.476074
	Iteration 177Q: 3 clusters Score -2.129737e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -21297420.000000 Penalty: 5960.476074
	Iteration 178Q: 3 clusters Score -2.129742e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -21297476.000000 Penalty: 5960.476074
	Iteration 179Q: 3 clusters Score -2.129748e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -21297562.000000 Penalty: 5960.476074
	Iteration 180F: 3 clusters Score -2.129756e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -21297608.000000 Penalty: 5960.476074
	Iteration 181Q: 3 clusters Score -2.129761e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -21297688.000000 Penalty: 5960.476074
	Iteration 182Q: 3 clusters Score -2.129769e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 147682 members 
Entering Unmasked Estep 
Score: -21297728.000000 Penalty: 5960.476074
	Iteration 183Q: 3 clusters Score -2.129773e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -21297866.000000 Penalty: 5960.476074
	Iteration 184Q: 3 clusters Score -2.129787e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -21297932.000000 Penalty: 5960.476074
	Iteration 185Q: 3 clusters Score -2.129793e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -21297920.000000 Penalty: 5960.476074
	Iteration 186Q: 3 clusters Score -2.129792e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 148988 members 
Entering Unmasked Estep 
Score: -21297982.000000 Penalty: 5960.476074
	Iteration 187Q: 3 clusters Score -2.129798e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -21298032.000000 Penalty: 5960.476074
	Iteration 188Q: 3 clusters Score -2.129803e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 149524 members 
Entering Unmasked Estep 
Score: -21298044.000000 Penalty: 5960.476074
	Iteration 189Q: 3 clusters Score -2.129804e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -21298074.000000 Penalty: 5960.476074
	Iteration 190Q: 3 clusters Score -2.129807e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -21298034.000000 Penalty: 5960.476074
	Iteration 191Q: 3 clusters Score -2.129803e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -21298022.000000 Penalty: 5960.476074
	Iteration 192Q: 3 clusters Score -2.129802e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -21298044.000000 Penalty: 5960.476074
	Iteration 193Q: 3 clusters Score -2.129804e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -21298068.000000 Penalty: 5960.476074
	Iteration 194Q: 3 clusters Score -2.129807e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -21298130.000000 Penalty: 5960.476074
	Iteration 195Q: 3 clusters Score -2.129813e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 150936 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5960.476074
	Iteration 196Q: 3 clusters Score -2.129814e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -21298176.000000 Penalty: 5960.476074
	Iteration 197Q: 3 clusters Score -2.129818e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -21298208.000000 Penalty: 5960.476074
	Iteration 198Q: 3 clusters Score -2.129821e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -21298204.000000 Penalty: 5960.476074
	Iteration 199Q: 3 clusters Score -2.12982e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -21298170.000000 Penalty: 5960.476074
	Iteration 200F: 3 clusters Score -2.129817e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -21298144.000000 Penalty: 5960.476074
	Iteration 201Q: 3 clusters Score -2.129814e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -21298126.000000 Penalty: 5960.476074
	Iteration 202Q: 3 clusters Score -2.129813e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -21298136.000000 Penalty: 5960.476074
	Iteration 203Q: 3 clusters Score -2.129814e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -21298190.000000 Penalty: 5960.476074
	Iteration 204Q: 3 clusters Score -2.129819e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -21298222.000000 Penalty: 5960.476074
	Iteration 205Q: 3 clusters Score -2.129822e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -21298252.000000 Penalty: 5960.476074
	Iteration 206Q: 3 clusters Score -2.129825e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 152573 members 
Entering Unmasked Estep 
Score: -21298260.000000 Penalty: 5960.476074
	Iteration 207Q: 3 clusters Score -2.129826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -21298280.000000 Penalty: 5960.476074
	Iteration 208Q: 3 clusters Score -2.129828e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -21298294.000000 Penalty: 5960.476074
	Iteration 209Q: 3 clusters Score -2.129829e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -21298286.000000 Penalty: 5960.476074
	Iteration 210Q: 3 clusters Score -2.129829e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -21298286.000000 Penalty: 5960.476074
	Iteration 211Q: 3 clusters Score -2.129829e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -21298326.000000 Penalty: 5960.476074
	Iteration 212Q: 3 clusters Score -2.129833e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -21298322.000000 Penalty: 5960.476074
	Iteration 213Q: 3 clusters Score -2.129832e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -21298324.000000 Penalty: 5960.476074
	Iteration 214Q: 3 clusters Score -2.129832e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 153281 members 
Entering Unmasked Estep 
Score: -21298322.000000 Penalty: 5960.476074
	Iteration 215Q: 3 clusters Score -2.129832e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -21298306.000000 Penalty: 5960.476074
	Iteration 216Q: 3 clusters Score -2.129831e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -21298238.000000 Penalty: 5960.476074
	Iteration 217Q: 3 clusters Score -2.129824e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -21298214.000000 Penalty: 5960.476074
	Iteration 218Q: 3 clusters Score -2.129821e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 153580 members 
Entering Unmasked Estep 
Score: -21298236.000000 Penalty: 5960.476074
	Iteration 219Q: 3 clusters Score -2.129824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 153648 members 
Entering Unmasked Estep 
Score: -21298220.000000 Penalty: 5960.476074
	Iteration 220F: 3 clusters Score -2.129822e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -21298224.000000 Penalty: 5960.476074
	Iteration 221Q: 3 clusters Score -2.129822e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 153768 members 
Entering Unmasked Estep 
Score: -21298186.000000 Penalty: 5960.476074
	Iteration 222Q: 3 clusters Score -2.129819e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -21298184.000000 Penalty: 5960.476074
	Iteration 223Q: 3 clusters Score -2.129818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -21298194.000000 Penalty: 5960.476074
	Iteration 224Q: 3 clusters Score -2.129819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -21298196.000000 Penalty: 5960.476074
	Iteration 225Q: 3 clusters Score -2.12982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -21298202.000000 Penalty: 5960.476074
	Iteration 226Q: 3 clusters Score -2.12982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -21298198.000000 Penalty: 5960.476074
	Iteration 227Q: 3 clusters Score -2.12982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -21298208.000000 Penalty: 5960.476074
	Iteration 228Q: 3 clusters Score -2.129821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -21298222.000000 Penalty: 5960.476074
	Iteration 229Q: 3 clusters Score -2.129822e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -21298230.000000 Penalty: 5960.476074
	Iteration 230Q: 3 clusters Score -2.129823e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -21298208.000000 Penalty: 5960.476074
	Iteration 231Q: 3 clusters Score -2.129821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 154318 members 
Entering Unmasked Estep 
Score: -21298224.000000 Penalty: 5960.476074
	Iteration 232Q: 3 clusters Score -2.129822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 154354 members 
Entering Unmasked Estep 
Score: -21298200.000000 Penalty: 5960.476074
	Iteration 233Q: 3 clusters Score -2.12982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -21298194.000000 Penalty: 5960.476074
	Iteration 234Q: 3 clusters Score -2.129819e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -21298172.000000 Penalty: 5960.476074
	Iteration 235Q: 3 clusters Score -2.129817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -21298168.000000 Penalty: 5960.476074
	Iteration 236Q: 3 clusters Score -2.129817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 154521 members 
Entering Unmasked Estep 
Score: -21298162.000000 Penalty: 5960.476074
	Iteration 237Q: 3 clusters Score -2.129816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -21298150.000000 Penalty: 5960.476074
	Iteration 238Q: 3 clusters Score -2.129815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -21298136.000000 Penalty: 5960.476074
	Iteration 239Q: 3 clusters Score -2.129814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -21298112.000000 Penalty: 5960.476074
	Iteration 240F: 3 clusters Score -2.129811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -21298116.000000 Penalty: 5960.476074
	Iteration 241Q: 3 clusters Score -2.129812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -21298122.000000 Penalty: 5960.476074
	Iteration 242Q: 3 clusters Score -2.129812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -21298122.000000 Penalty: 5960.476074
	Iteration 243Q: 3 clusters Score -2.129812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5960.476074
	Iteration 244Q: 3 clusters Score -2.129814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -21298156.000000 Penalty: 5960.476074
	Iteration 245Q: 3 clusters Score -2.129816e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -21298166.000000 Penalty: 5960.476074
	Iteration 246Q: 3 clusters Score -2.129817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -21298188.000000 Penalty: 5960.476074
	Iteration 247Q: 3 clusters Score -2.129819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 155022 members 
Entering Unmasked Estep 
Score: -21298204.000000 Penalty: 5960.476074
	Iteration 248Q: 3 clusters Score -2.12982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -21298198.000000 Penalty: 5960.476074
	Iteration 249Q: 3 clusters Score -2.12982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -21298162.000000 Penalty: 5960.476074
	Iteration 250Q: 3 clusters Score -2.129816e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -21298154.000000 Penalty: 5960.476074
	Iteration 251Q: 3 clusters Score -2.129815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -21298164.000000 Penalty: 5960.476074
	Iteration 252Q: 3 clusters Score -2.129816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -21298164.000000 Penalty: 5960.476074
	Iteration 253Q: 3 clusters Score -2.129816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -21298180.000000 Penalty: 5960.476074
	Iteration 254Q: 3 clusters Score -2.129818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 155229 members 
Entering Unmasked Estep 
Score: -21298188.000000 Penalty: 5960.476074
	Iteration 255Q: 3 clusters Score -2.129819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -21298190.000000 Penalty: 5960.476074
	Iteration 256Q: 3 clusters Score -2.129819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 155276 members 
Entering Unmasked Estep 
Score: -21298200.000000 Penalty: 5960.476074
	Iteration 257Q: 3 clusters Score -2.12982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 155304 members 
Entering Unmasked Estep 
Score: -21298174.000000 Penalty: 5960.476074
	Iteration 258Q: 3 clusters Score -2.129817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -21298160.000000 Penalty: 5960.476074
	Iteration 259Q: 3 clusters Score -2.129816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -21298164.000000 Penalty: 5960.476074
	Iteration 260F: 3 clusters Score -2.129816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -21298168.000000 Penalty: 5960.476074
	Iteration 261Q: 3 clusters Score -2.129817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -21298148.000000 Penalty: 5960.476074
	Iteration 262Q: 3 clusters Score -2.129815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -21298160.000000 Penalty: 5960.476074
	Iteration 263Q: 3 clusters Score -2.129816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -21298150.000000 Penalty: 5960.476074
	Iteration 264Q: 3 clusters Score -2.129815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 155623 members 
Entering Unmasked Estep 
Score: -21298156.000000 Penalty: 5960.476074
	Iteration 265Q: 3 clusters Score -2.129816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -21298166.000000 Penalty: 5960.476074
	Iteration 266Q: 3 clusters Score -2.129817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -21298142.000000 Penalty: 5960.476074
	Iteration 267Q: 3 clusters Score -2.129814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 155772 members 
Entering Unmasked Estep 
Score: -21298158.000000 Penalty: 5960.476074
	Iteration 268Q: 3 clusters Score -2.129816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -21298144.000000 Penalty: 5960.476074
	Iteration 269Q: 3 clusters Score -2.129814e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5960.476074
	Iteration 270Q: 3 clusters Score -2.129814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -21298142.000000 Penalty: 5960.476074
	Iteration 271Q: 3 clusters Score -2.129814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -21298150.000000 Penalty: 5960.476074
	Iteration 272Q: 3 clusters Score -2.129815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -21298182.000000 Penalty: 5960.476074
	Iteration 273Q: 3 clusters Score -2.129818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -21298200.000000 Penalty: 5960.476074
	Iteration 274Q: 3 clusters Score -2.12982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -21298214.000000 Penalty: 5960.476074
	Iteration 275Q: 3 clusters Score -2.129821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -21298196.000000 Penalty: 5960.476074
	Iteration 276Q: 3 clusters Score -2.12982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -21298218.000000 Penalty: 5960.476074
	Iteration 277Q: 3 clusters Score -2.129822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -21298226.000000 Penalty: 5960.476074
	Iteration 278Q: 3 clusters Score -2.129823e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -21298226.000000 Penalty: 5960.476074
	Iteration 279Q: 3 clusters Score -2.129823e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -21298188.000000 Penalty: 5960.476074
	Iteration 280F: 3 clusters Score -2.129819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -21298228.000000 Penalty: 5960.476074
	Iteration 281Q: 3 clusters Score -2.129823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -21298200.000000 Penalty: 5960.476074
	Iteration 282Q: 3 clusters Score -2.12982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -21298224.000000 Penalty: 5960.476074
	Iteration 283Q: 3 clusters Score -2.129822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -21298200.000000 Penalty: 5960.476074
	Iteration 284Q: 3 clusters Score -2.12982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -21298204.000000 Penalty: 5960.476074
	Iteration 285Q: 3 clusters Score -2.12982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 156560 members 
Entering Unmasked Estep 
Score: -21298216.000000 Penalty: 5960.476074
	Iteration 286Q: 3 clusters Score -2.129822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -21298202.000000 Penalty: 5960.476074
	Iteration 287Q: 3 clusters Score -2.12982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -21298212.000000 Penalty: 5960.476074
	Iteration 288Q: 3 clusters Score -2.129821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -21298240.000000 Penalty: 5960.476074
	Iteration 289Q: 3 clusters Score -2.129824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -21298250.000000 Penalty: 5960.476074
	Iteration 290Q: 3 clusters Score -2.129825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 156704 members 
Entering Unmasked Estep 
Score: -21298242.000000 Penalty: 5960.476074
	Iteration 291Q: 3 clusters Score -2.129824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -21298226.000000 Penalty: 5960.476074
	Iteration 292Q: 3 clusters Score -2.129823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21298206.000000 Penalty: 5960.476074
	Iteration 293Q: 3 clusters Score -2.129821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 156752 members 
Entering Unmasked Estep 
Score: -21298202.000000 Penalty: 5960.476074
	Iteration 294Q: 3 clusters Score -2.12982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -21298206.000000 Penalty: 5960.476074
	Iteration 295Q: 3 clusters Score -2.129821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -21298212.000000 Penalty: 5960.476074
	Iteration 296Q: 3 clusters Score -2.129821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -21298220.000000 Penalty: 5960.476074
	Iteration 297Q: 3 clusters Score -2.129822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -21298216.000000 Penalty: 5960.476074
	Iteration 298Q: 3 clusters Score -2.129822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21298226.000000 Penalty: 5960.476074
	Iteration 299Q: 3 clusters Score -2.129823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -21298230.000000 Penalty: 5960.476074
	Iteration 300F: 3 clusters Score -2.129823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -21298234.000000 Penalty: 5960.476074
	Iteration 301Q: 3 clusters Score -2.129823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -21298216.000000 Penalty: 5960.476074
	Iteration 302Q: 3 clusters Score -2.129822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 156818 members 
Entering Unmasked Estep 
Score: -21298240.000000 Penalty: 5960.476074
	Iteration 303Q: 3 clusters Score -2.129824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -21298234.000000 Penalty: 5960.476074
	Iteration 304Q: 3 clusters Score -2.129823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -21298232.000000 Penalty: 5960.476074
	Iteration 305Q: 3 clusters Score -2.129823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 156864 members 
Entering Unmasked Estep 
Score: -21298222.000000 Penalty: 5960.476074
	Iteration 306Q: 3 clusters Score -2.129822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -21298240.000000 Penalty: 5960.476074
	Iteration 307Q: 3 clusters Score -2.129824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -21298242.000000 Penalty: 5960.476074
	Iteration 308Q: 3 clusters Score -2.129824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -21298224.000000 Penalty: 5960.476074
	Iteration 309Q: 3 clusters Score -2.129822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -21298236.000000 Penalty: 5960.476074
	Iteration 310Q: 3 clusters Score -2.129824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -21298258.000000 Penalty: 5960.476074
	Iteration 311Q: 3 clusters Score -2.129826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -21298262.000000 Penalty: 5960.476074
	Iteration 312Q: 3 clusters Score -2.129826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -21298252.000000 Penalty: 5960.476074
	Iteration 313Q: 3 clusters Score -2.129825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -21298254.000000 Penalty: 5960.476074
	Iteration 314Q: 3 clusters Score -2.129825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -21298260.000000 Penalty: 5960.476074
	Iteration 315Q: 3 clusters Score -2.129826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -21298272.000000 Penalty: 5960.476074
	Iteration 316Q: 3 clusters Score -2.129827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -21298288.000000 Penalty: 5960.476074
	Iteration 317Q: 3 clusters Score -2.129829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 157038 members 
Entering Unmasked Estep 
Score: -21298258.000000 Penalty: 5960.476074
	Iteration 318Q: 3 clusters Score -2.129826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -21298280.000000 Penalty: 5960.476074
	Iteration 319Q: 3 clusters Score -2.129828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 157060 members 
Entering Unmasked Estep 
Score: -21298264.000000 Penalty: 5960.476074
	Iteration 320F: 3 clusters Score -2.129826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -21298260.000000 Penalty: 5960.476074
	Iteration 321Q: 3 clusters Score -2.129826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -21298252.000000 Penalty: 5960.476074
	Iteration 322Q: 3 clusters Score -2.129825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -21298252.000000 Penalty: 5960.476074
	Iteration 323Q: 3 clusters Score -2.129825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -21298264.000000 Penalty: 5960.476074
	Iteration 324Q: 3 clusters Score -2.129826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -21298266.000000 Penalty: 5960.476074
	Iteration 325Q: 3 clusters Score -2.129827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 157136 members 
Entering Unmasked Estep 
Score: -21298270.000000 Penalty: 5960.476074
	Iteration 326Q: 3 clusters Score -2.129827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -21298270.000000 Penalty: 5960.476074
	Iteration 327Q: 3 clusters Score -2.129827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -21298268.000000 Penalty: 5960.476074
	Iteration 328Q: 3 clusters Score -2.129827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -21298294.000000 Penalty: 5960.476074
	Iteration 329Q: 3 clusters Score -2.129829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -21298282.000000 Penalty: 5960.476074
	Iteration 330Q: 3 clusters Score -2.129828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -21298276.000000 Penalty: 5960.476074
	Iteration 331Q: 3 clusters Score -2.129828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21298296.000000 Penalty: 5960.476074
	Iteration 332Q: 3 clusters Score -2.12983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -21298298.000000 Penalty: 5960.476074
	Iteration 333Q: 3 clusters Score -2.12983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -21298298.000000 Penalty: 5960.476074
	Iteration 334F: 3 clusters Score -2.12983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -94916.226562 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -94916.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93207.898438 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -93207.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93479.890625 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -93479.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93560.296875 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -93560.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93636.265625 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -93636.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93725.484375 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -93725.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93782.367188 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -93782.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93838.445312 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -93838.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93890.218750 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -93890.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93925.382812 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -93925.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -93965.453125 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -93965.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93997.210938 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -93997.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94034.148438 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -94034.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94063.531250 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -94063.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94084.179688 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -94084.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -94112.117188 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -94112.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94122.828125 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -94122.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94135.015625 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -94135.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94143.070312 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -94143.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94148.781250 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -94148.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94153.726562 Penalty: 3311.208252
	Iteration 19F: 3 clusters Score -94153.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94168.335938 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -94168.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94169.585938 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -94169.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94169.585938 Penalty: 3311.208252
	Iteration 22F: 3 clusters Score -94169.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Entering Unmasked Estep 
Score: -6801857.000000 Penalty: 2693.655762
	Iteration 0F: 2 clusters Score -6801857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6766714.000000 Penalty: 5387.311523
	Iteration 0F: 3 clusters Score -6766714 nChanged 24163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6779890.500000 Penalty: 5387.311523
	Iteration 1F: 3 clusters Score -6779890 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6780445.500000 Penalty: 5387.311523
	Iteration 2Q: 3 clusters Score -6780446 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6781104.500000 Penalty: 5387.311523
	Iteration 3Q: 3 clusters Score -6781104 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -6781716.000000 Penalty: 5387.311523
	Iteration 4Q: 3 clusters Score -6781716 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -6782405.000000 Penalty: 5387.311523
	Iteration 5Q: 3 clusters Score -6782405 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -6783185.500000 Penalty: 5387.311523
	Iteration 6Q: 3 clusters Score -6783186 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6784124.000000 Penalty: 5387.311523
	Iteration 7Q: 3 clusters Score -6784124 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -6785435.000000 Penalty: 5387.311523
	Iteration 8Q: 3 clusters Score -6785435 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6787379.500000 Penalty: 5387.311523
	Iteration 9F: 3 clusters Score -6787380 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -6789820.000000 Penalty: 5387.311523
	Iteration 10F: 3 clusters Score -6789820 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -6792251.500000 Penalty: 5387.311523
	Iteration 11F: 3 clusters Score -6792252 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6793779.500000 Penalty: 5387.311523
	Iteration 12F: 3 clusters Score -6793780 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6794564.500000 Penalty: 5387.311523
	Iteration 13Q: 3 clusters Score -6794564 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6794995.500000 Penalty: 5387.311523
	Iteration 14Q: 3 clusters Score -6794996 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -6795351.000000 Penalty: 5387.311523
	Iteration 15Q: 3 clusters Score -6795351 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -6795666.500000 Penalty: 5387.311523
	Iteration 16Q: 3 clusters Score -6795666 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6795930.500000 Penalty: 5387.311523
	Iteration 17Q: 3 clusters Score -6795930 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -6796228.500000 Penalty: 5387.311523
	Iteration 18Q: 3 clusters Score -6796228 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -6796422.000000 Penalty: 5387.311523
	Iteration 19Q: 3 clusters Score -6796422 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6796645.000000 Penalty: 5387.311523
	Iteration 20F: 3 clusters Score -6796645 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -6796841.500000 Penalty: 5387.311523
	Iteration 21Q: 3 clusters Score -6796842 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -6797054.500000 Penalty: 5387.311523
	Iteration 22Q: 3 clusters Score -6797054 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -6797197.500000 Penalty: 5387.311523
	Iteration 23Q: 3 clusters Score -6797198 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -6797390.000000 Penalty: 5387.311523
	Iteration 24Q: 3 clusters Score -6797390 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -6797583.000000 Penalty: 5387.311523
	Iteration 25Q: 3 clusters Score -6797583 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -6797710.500000 Penalty: 5387.311523
	Iteration 26Q: 3 clusters Score -6797710 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6797868.000000 Penalty: 5387.311523
	Iteration 27Q: 3 clusters Score -6797868 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6798007.000000 Penalty: 5387.311523
	Iteration 28Q: 3 clusters Score -6798007 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -6798161.500000 Penalty: 5387.311523
	Iteration 29Q: 3 clusters Score -6798162 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6798250.000000 Penalty: 5387.311523
	Iteration 30Q: 3 clusters Score -6798250 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6798402.000000 Penalty: 5387.311523
	Iteration 31Q: 3 clusters Score -6798402 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6798490.500000 Penalty: 5387.311523
	Iteration 32Q: 3 clusters Score -6798490 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6798609.500000 Penalty: 5387.311523
	Iteration 33Q: 3 clusters Score -6798610 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6798690.500000 Penalty: 5387.311523
	Iteration 34Q: 3 clusters Score -6798690 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6798807.500000 Penalty: 5387.311523
	Iteration 35Q: 3 clusters Score -6798808 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6798896.500000 Penalty: 5387.311523
	Iteration 36Q: 3 clusters Score -6798896 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6798976.000000 Penalty: 5387.311523
	Iteration 37Q: 3 clusters Score -6798976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6799053.500000 Penalty: 5387.311523
	Iteration 38Q: 3 clusters Score -6799054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6799151.500000 Penalty: 5387.311523
	Iteration 39Q: 3 clusters Score -6799152 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6799226.500000 Penalty: 5387.311523
	Iteration 40F: 3 clusters Score -6799226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6799292.500000 Penalty: 5387.311523
	Iteration 41Q: 3 clusters Score -6799292 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6799354.500000 Penalty: 5387.311523
	Iteration 42Q: 3 clusters Score -6799354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6799439.000000 Penalty: 5387.311523
	Iteration 43Q: 3 clusters Score -6799439 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6799484.500000 Penalty: 5387.311523
	Iteration 44Q: 3 clusters Score -6799484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6799547.000000 Penalty: 5387.311523
	Iteration 45Q: 3 clusters Score -6799547 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6799583.000000 Penalty: 5387.311523
	Iteration 46Q: 3 clusters Score -6799583 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6799618.500000 Penalty: 5387.311523
	Iteration 47Q: 3 clusters Score -6799618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6799655.000000 Penalty: 5387.311523
	Iteration 48Q: 3 clusters Score -6799655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6799679.000000 Penalty: 5387.311523
	Iteration 49Q: 3 clusters Score -6799679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6799720.000000 Penalty: 5387.311523
	Iteration 50Q: 3 clusters Score -6799720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6799766.500000 Penalty: 5387.311523
	Iteration 51Q: 3 clusters Score -6799766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6799789.500000 Penalty: 5387.311523
	Iteration 52Q: 3 clusters Score -6799790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6799808.000000 Penalty: 5387.311523
	Iteration 53Q: 3 clusters Score -6799808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6799804.000000 Penalty: 5387.311523
	Iteration 54Q: 3 clusters Score -6799804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6799815.000000 Penalty: 5387.311523
	Iteration 55Q: 3 clusters Score -6799815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6799828.500000 Penalty: 5387.311523
	Iteration 56Q: 3 clusters Score -6799828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6799846.500000 Penalty: 5387.311523
	Iteration 57Q: 3 clusters Score -6799846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6799866.500000 Penalty: 5387.311523
	Iteration 58Q: 3 clusters Score -6799866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6799869.000000 Penalty: 5387.311523
	Iteration 59Q: 3 clusters Score -6799869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6799874.500000 Penalty: 5387.311523
	Iteration 60F: 3 clusters Score -6799874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6799881.000000 Penalty: 5387.311523
	Iteration 61Q: 3 clusters Score -6799881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6799883.500000 Penalty: 5387.311523
	Iteration 62Q: 3 clusters Score -6799884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6799893.000000 Penalty: 5387.311523
	Iteration 63Q: 3 clusters Score -6799893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6799886.000000 Penalty: 5387.311523
	Iteration 64Q: 3 clusters Score -6799886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6799891.500000 Penalty: 5387.311523
	Iteration 65Q: 3 clusters Score -6799892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6799891.000000 Penalty: 5387.311523
	Iteration 66Q: 3 clusters Score -6799891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6799900.000000 Penalty: 5387.311523
	Iteration 67Q: 3 clusters Score -6799900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6799910.500000 Penalty: 5387.311523
	Iteration 68Q: 3 clusters Score -6799910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6799907.000000 Penalty: 5387.311523
	Iteration 69Q: 3 clusters Score -6799907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6799914.000000 Penalty: 5387.311523
	Iteration 70Q: 3 clusters Score -6799914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6799911.000000 Penalty: 5387.311523
	Iteration 71Q: 3 clusters Score -6799911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6799919.500000 Penalty: 5387.311523
	Iteration 72Q: 3 clusters Score -6799920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6799922.000000 Penalty: 5387.311523
	Iteration 73Q: 3 clusters Score -6799922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6799912.000000 Penalty: 5387.311523
	Iteration 74Q: 3 clusters Score -6799912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6799913.500000 Penalty: 5387.311523
	Iteration 75Q: 3 clusters Score -6799914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6799909.500000 Penalty: 5387.311523
	Iteration 76Q: 3 clusters Score -6799910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6799906.500000 Penalty: 5387.311523
	Iteration 77Q: 3 clusters Score -6799906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6799907.000000 Penalty: 5387.311523
	Iteration 78Q: 3 clusters Score -6799907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6799916.500000 Penalty: 5387.311523
	Iteration 79Q: 3 clusters Score -6799916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6799916.000000 Penalty: 5387.311523
	Iteration 80F: 3 clusters Score -6799916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6799912.500000 Penalty: 5387.311523
	Iteration 81Q: 3 clusters Score -6799912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6799910.000000 Penalty: 5387.311523
	Iteration 82Q: 3 clusters Score -6799910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6799915.500000 Penalty: 5387.311523
	Iteration 83Q: 3 clusters Score -6799916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6799918.500000 Penalty: 5387.311523
	Iteration 84Q: 3 clusters Score -6799918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6799915.500000 Penalty: 5387.311523
	Iteration 85Q: 3 clusters Score -6799916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6799915.500000 Penalty: 5387.311523
	Iteration 86F: 3 clusters Score -6799916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85032.164062 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85032.16 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85421.054688 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85421.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -85576.046875 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85576.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85752.718750 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85752.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85915.257812 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -85915.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86027.140625 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -86027.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86079.703125 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -86079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86143.398438 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -86143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86235.804688 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86235.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86337.320312 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -86337.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -86669.031250 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -86669.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86966.500000 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -86966.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87053.117188 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87053.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87107.421875 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87107.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87159.765625 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -87159.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -87212.875000 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -87212.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -87238.695312 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -87238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87253.921875 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -87253.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87276.203125 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -87276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -87285.640625 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -87285.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87289.125000 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -87289.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 206847 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 55092 members 
Mstep: Class 5 contains 176153 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130982 members 
Mstep: Class 8 contains 149032 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 109789 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165560 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52131 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
Score: -166404128.000000 Penalty: 76877.992188
Splitting cluster 17 changes total score from -166405792.000000 to -166404128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -765699.187500 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -765699.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -760622.375000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -760622.4 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -762104.687500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -762104.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -762405.250000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -762405.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -762634.250000 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -762634.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -762853.437500 Penalty: 4308.469238
	Iteration 4F: 3 clusters Score -762853.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -763049.000000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -763049 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -763230.062500 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -763230.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -763389.375000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -763389.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -763524.187500 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -763524.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -763637.750000 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -763637.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -763741.437500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -763741.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -763838.937500 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -763838.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -763917.687500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -763917.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -763972.812500 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -763972.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -763995.875000 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -763995.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -764003.812500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -764003.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -764012.875000 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -764012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -764019.250000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -764019.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -764023.750000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -764023.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -764027.312500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -764027.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -764031.875000 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -764031.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -764036.375000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -764036.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -764046.375000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -764046.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -764050.125000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -764050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -764052.562500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -764052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -764054.687500 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -764054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -764054.625000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -764054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -764055.125000 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -764055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -764055.125000 Penalty: 4308.469238
	Iteration 28F: 3 clusters Score -764055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -233123.640625 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -233123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230600.187500 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -230600.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -231309.187500 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -231309.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -231732.718750 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -231732.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -232116.671875 Penalty: 3758.760254
	Iteration 3F: 3 clusters Score -232116.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -232295.828125 Penalty: 3758.760254
	Iteration 4F: 3 clusters Score -232295.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -232371.515625 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -232371.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -232416.437500 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -232416.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -232451.781250 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -232451.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -232475.968750 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -232476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232489.921875 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -232489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232500.968750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -232501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -232509.703125 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -232509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232517.109375 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -232517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232525.562500 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -232525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -232533.015625 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -232533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -232540.421875 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -232540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232544.765625 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -232544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232547.468750 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -232547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232552.921875 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -232552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -232561.421875 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -232561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -232566.828125 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -232566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -232572.156250 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -232572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -232577.359375 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -232577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -232580.078125 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -232580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232582.500000 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -232582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232585.062500 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -232585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232586.343750 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -232586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232587.312500 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -232587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232588.859375 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -232588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -232589.812500 Penalty: 3758.760254
	Iteration 29Q: 3 clusters Score -232589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232590.031250 Penalty: 3758.760254
	Iteration 30Q: 3 clusters Score -232590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232590.031250 Penalty: 3758.760254
	Iteration 31F: 3 clusters Score -232590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2271020.000000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2271020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2258373.750000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2258374 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2262558.000000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2262558 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2262932.250000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2262932 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2263229.250000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2263229 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2263542.500000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2263542 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2263885.000000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2263885 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2264341.500000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2264342 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2264928.000000 Penalty: 4851.478516
	Iteration 7F: 3 clusters Score -2264928 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2265723.000000 Penalty: 4851.478516
	Iteration 8F: 3 clusters Score -2265723 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2266650.750000 Penalty: 4851.478516
	Iteration 9F: 3 clusters Score -2266651 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2267522.750000 Penalty: 4851.478516
	Iteration 10F: 3 clusters Score -2267523 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2268143.250000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2268143 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2268460.500000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2268460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2268623.250000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2268623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2268719.750000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2268720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2268767.500000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2268768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2268814.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2268814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2268835.750000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2268836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2268855.250000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2268855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2268867.250000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2268867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2268874.750000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2268875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2268882.000000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2268882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2268882.000000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2268882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2268884.250000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2268884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2268887.000000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2268887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2268892.500000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2268892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2268892.000000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2268892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2268900.750000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2268901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2268902.250000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2268902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2268904.250000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2268904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2268913.250000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2268913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2268913.250000 Penalty: 4851.478516
	Iteration 31F: 3 clusters Score -2268913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -549302.750000 Penalty: 2078.921143
	Iteration 0F: 2 clusters Score -549302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -545167.062500 Penalty: 4157.842285
	Iteration 0F: 3 clusters Score -545167.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -546128.625000 Penalty: 4157.842285
	Iteration 1F: 3 clusters Score -546128.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -546321.000000 Penalty: 4157.842285
	Iteration 2F: 3 clusters Score -546321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -546436.000000 Penalty: 4157.842285
	Iteration 3Q: 3 clusters Score -546436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -546517.062500 Penalty: 4157.842285
	Iteration 4Q: 3 clusters Score -546517.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546590.875000 Penalty: 4157.842285
	Iteration 5Q: 3 clusters Score -546590.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -546654.625000 Penalty: 4157.842285
	Iteration 6Q: 3 clusters Score -546654.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -546695.062500 Penalty: 4157.842285
	Iteration 7Q: 3 clusters Score -546695.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -546722.500000 Penalty: 4157.842285
	Iteration 8Q: 3 clusters Score -546722.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -546749.187500 Penalty: 4157.842285
	Iteration 9Q: 3 clusters Score -546749.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -546773.687500 Penalty: 4157.842285
	Iteration 10Q: 3 clusters Score -546773.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -546791.625000 Penalty: 4157.842285
	Iteration 11Q: 3 clusters Score -546791.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -546807.187500 Penalty: 4157.842285
	Iteration 12Q: 3 clusters Score -546807.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -546819.250000 Penalty: 4157.842285
	Iteration 13Q: 3 clusters Score -546819.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -546829.812500 Penalty: 4157.842285
	Iteration 14Q: 3 clusters Score -546829.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -546844.312500 Penalty: 4157.842285
	Iteration 15Q: 3 clusters Score -546844.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -546863.062500 Penalty: 4157.842285
	Iteration 16Q: 3 clusters Score -546863.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -546876.000000 Penalty: 4157.842285
	Iteration 17Q: 3 clusters Score -546876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -546883.750000 Penalty: 4157.842285
	Iteration 18Q: 3 clusters Score -546883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -546891.750000 Penalty: 4157.842285
	Iteration 19Q: 3 clusters Score -546891.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -546898.937500 Penalty: 4157.842285
	Iteration 20F: 3 clusters Score -546898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -546903.312500 Penalty: 4157.842285
	Iteration 21Q: 3 clusters Score -546903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -546905.875000 Penalty: 4157.842285
	Iteration 22Q: 3 clusters Score -546905.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -546908.500000 Penalty: 4157.842285
	Iteration 23Q: 3 clusters Score -546908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -546912.375000 Penalty: 4157.842285
	Iteration 24Q: 3 clusters Score -546912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -546914.062500 Penalty: 4157.842285
	Iteration 25Q: 3 clusters Score -546914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -546915.812500 Penalty: 4157.842285
	Iteration 26Q: 3 clusters Score -546915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -546921.562500 Penalty: 4157.842285
	Iteration 27Q: 3 clusters Score -546921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -546924.875000 Penalty: 4157.842285
	Iteration 28Q: 3 clusters Score -546924.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -546933.187500 Penalty: 4157.842285
	Iteration 29Q: 3 clusters Score -546933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -546942.875000 Penalty: 4157.842285
	Iteration 30Q: 3 clusters Score -546942.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -546952.062500 Penalty: 4157.842285
	Iteration 31Q: 3 clusters Score -546952.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -546963.125000 Penalty: 4157.842285
	Iteration 32Q: 3 clusters Score -546963.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -546975.375000 Penalty: 4157.842285
	Iteration 33Q: 3 clusters Score -546975.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -546984.875000 Penalty: 4157.842285
	Iteration 34Q: 3 clusters Score -546984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -546995.062500 Penalty: 4157.842285
	Iteration 35Q: 3 clusters Score -546995.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -547005.562500 Penalty: 4157.842285
	Iteration 36Q: 3 clusters Score -547005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -547016.500000 Penalty: 4157.842285
	Iteration 37Q: 3 clusters Score -547016.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -547021.187500 Penalty: 4157.842285
	Iteration 38Q: 3 clusters Score -547021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -547026.625000 Penalty: 4157.842285
	Iteration 39Q: 3 clusters Score -547026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -547033.687500 Penalty: 4157.842285
	Iteration 40F: 3 clusters Score -547033.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -547044.125000 Penalty: 4157.842285
	Iteration 41Q: 3 clusters Score -547044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -547055.250000 Penalty: 4157.842285
	Iteration 42Q: 3 clusters Score -547055.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547068.750000 Penalty: 4157.842285
	Iteration 43Q: 3 clusters Score -547068.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -547085.437500 Penalty: 4157.842285
	Iteration 44Q: 3 clusters Score -547085.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -547104.625000 Penalty: 4157.842285
	Iteration 45Q: 3 clusters Score -547104.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -547134.625000 Penalty: 4157.842285
	Iteration 46Q: 3 clusters Score -547134.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -547157.750000 Penalty: 4157.842285
	Iteration 47Q: 3 clusters Score -547157.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -547184.125000 Penalty: 4157.842285
	Iteration 48Q: 3 clusters Score -547184.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -547212.625000 Penalty: 4157.842285
	Iteration 49Q: 3 clusters Score -547212.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -547241.687500 Penalty: 4157.842285
	Iteration 50Q: 3 clusters Score -547241.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -547263.750000 Penalty: 4157.842285
	Iteration 51Q: 3 clusters Score -547263.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -547289.062500 Penalty: 4157.842285
	Iteration 52Q: 3 clusters Score -547289.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -547313.062500 Penalty: 4157.842285
	Iteration 53Q: 3 clusters Score -547313.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -547336.875000 Penalty: 4157.842285
	Iteration 54Q: 3 clusters Score -547336.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -547363.687500 Penalty: 4157.842285
	Iteration 55Q: 3 clusters Score -547363.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -547394.875000 Penalty: 4157.842285
	Iteration 56Q: 3 clusters Score -547394.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -547427.375000 Penalty: 4157.842285
	Iteration 57Q: 3 clusters Score -547427.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -547460.312500 Penalty: 4157.842285
	Iteration 58Q: 3 clusters Score -547460.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -547492.750000 Penalty: 4157.842285
	Iteration 59Q: 3 clusters Score -547492.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -547518.187500 Penalty: 4157.842285
	Iteration 60F: 3 clusters Score -547518.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -547545.937500 Penalty: 4157.842285
	Iteration 61Q: 3 clusters Score -547545.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -547569.000000 Penalty: 4157.842285
	Iteration 62Q: 3 clusters Score -547569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -547591.500000 Penalty: 4157.842285
	Iteration 63Q: 3 clusters Score -547591.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -547618.625000 Penalty: 4157.842285
	Iteration 64Q: 3 clusters Score -547618.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -547639.437500 Penalty: 4157.842285
	Iteration 65Q: 3 clusters Score -547639.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -547658.125000 Penalty: 4157.842285
	Iteration 66Q: 3 clusters Score -547658.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -547671.750000 Penalty: 4157.842285
	Iteration 67Q: 3 clusters Score -547671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -547683.187500 Penalty: 4157.842285
	Iteration 68Q: 3 clusters Score -547683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -547689.375000 Penalty: 4157.842285
	Iteration 69Q: 3 clusters Score -547689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -547692.687500 Penalty: 4157.842285
	Iteration 70Q: 3 clusters Score -547692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -547696.875000 Penalty: 4157.842285
	Iteration 71Q: 3 clusters Score -547696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -547702.437500 Penalty: 4157.842285
	Iteration 72Q: 3 clusters Score -547702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -547705.437500 Penalty: 4157.842285
	Iteration 73Q: 3 clusters Score -547705.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -547714.750000 Penalty: 4157.842285
	Iteration 74Q: 3 clusters Score -547714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -547720.875000 Penalty: 4157.842285
	Iteration 75Q: 3 clusters Score -547720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -547724.125000 Penalty: 4157.842285
	Iteration 76Q: 3 clusters Score -547724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -547729.687500 Penalty: 4157.842285
	Iteration 77Q: 3 clusters Score -547729.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -547733.062500 Penalty: 4157.842285
	Iteration 78Q: 3 clusters Score -547733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -547734.875000 Penalty: 4157.842285
	Iteration 79Q: 3 clusters Score -547734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -547736.375000 Penalty: 4157.842285
	Iteration 80F: 3 clusters Score -547736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547739.062500 Penalty: 4157.842285
	Iteration 81Q: 3 clusters Score -547739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -547741.687500 Penalty: 4157.842285
	Iteration 82Q: 3 clusters Score -547741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -547745.500000 Penalty: 4157.842285
	Iteration 83Q: 3 clusters Score -547745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -547748.187500 Penalty: 4157.842285
	Iteration 84Q: 3 clusters Score -547748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -547750.312500 Penalty: 4157.842285
	Iteration 85Q: 3 clusters Score -547750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -547752.062500 Penalty: 4157.842285
	Iteration 86Q: 3 clusters Score -547752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -547754.875000 Penalty: 4157.842285
	Iteration 87Q: 3 clusters Score -547754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -547754.875000 Penalty: 4157.842285
	Iteration 88F: 3 clusters Score -547754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 206847 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 55092 members 
Mstep: Class 5 contains 176153 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130982 members 
Mstep: Class 8 contains 149032 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 109789 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165560 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 52131 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17698 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405760.000000 Penalty: 73383.539062
Iteration 119Q: 22 clusters Score -1.664058e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199558 members 
Mstep: Class 2 contains 206791 members 
Mstep: Class 3 contains 29364 members 
Mstep: Class 4 contains 55123 members 
Mstep: Class 5 contains 176234 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130680 members 
Mstep: Class 8 contains 151632 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 107793 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165501 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 52020 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5940 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 22 contains 17725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405632.000000 Penalty: 73383.539062
Iteration 120F: 22 clusters Score -1.664056e+08 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199320 members 
Mstep: Class 2 contains 206744 members 
Mstep: Class 3 contains 29359 members 
Mstep: Class 4 contains 55173 members 
Mstep: Class 5 contains 176322 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 130293 members 
Mstep: Class 8 contains 154255 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 105826 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165445 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 51902 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 22 contains 17756 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406192.000000 Penalty: 73383.539062
Iteration 121Q: 22 clusters Score -1.664062e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198996 members 
Mstep: Class 2 contains 206687 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 55223 members 
Mstep: Class 5 contains 176368 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 129953 members 
Mstep: Class 8 contains 156941 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 103784 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165469 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 51793 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 5988 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 17779 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407120.000000 Penalty: 73383.539062
Iteration 122Q: 22 clusters Score -1.664071e+08 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198714 members 
Mstep: Class 2 contains 206608 members 
Mstep: Class 3 contains 29353 members 
Mstep: Class 4 contains 55267 members 
Mstep: Class 5 contains 176436 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 129592 members 
Mstep: Class 8 contains 159743 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 101683 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165454 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 51685 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6002 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 17799 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 22 clusters Score -1.664072e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198410 members 
Mstep: Class 2 contains 206526 members 
Mstep: Class 3 contains 29358 members 
Mstep: Class 4 contains 55313 members 
Mstep: Class 5 contains 176588 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 129217 members 
Mstep: Class 8 contains 162674 members 
Mstep: Class 9 contains 5303 members 
Mstep: Class 10 contains 99515 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165370 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 51531 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17813 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408048.000000 Penalty: 73383.539062
Iteration 124Q: 22 clusters Score -1.66408e+08 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197996 members 
Mstep: Class 2 contains 206450 members 
Mstep: Class 3 contains 29361 members 
Mstep: Class 4 contains 55347 members 
Mstep: Class 5 contains 176709 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128842 members 
Mstep: Class 8 contains 165716 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 97396 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165271 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 51349 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 17850 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408192.000000 Penalty: 73383.539062
Iteration 125Q: 22 clusters Score -1.664082e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197531 members 
Mstep: Class 2 contains 206400 members 
Mstep: Class 3 contains 29369 members 
Mstep: Class 4 contains 55388 members 
Mstep: Class 5 contains 176762 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128414 members 
Mstep: Class 8 contains 168746 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 95292 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165289 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 51151 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 22 contains 17902 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408976.000000 Penalty: 73383.539062
Iteration 126Q: 22 clusters Score -1.66409e+08 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 206350 members 
Mstep: Class 3 contains 29375 members 
Mstep: Class 4 contains 55436 members 
Mstep: Class 5 contains 176645 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128146 members 
Mstep: Class 8 contains 171816 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 93147 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165292 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 50939 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
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Score: -166409824.000000 Penalty: 73383.539062
Iteration 127Q: 22 clusters Score -1.664098e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196822 members 
Mstep: Class 2 contains 206286 members 
Mstep: Class 3 contains 29378 members 
Mstep: Class 4 contains 55493 members 
Mstep: Class 5 contains 176359 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127957 members 
Mstep: Class 8 contains 174797 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 90971 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165361 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 50751 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 22 contains 18007 members 
Mstep: Class 24 contains 4368 members 
Entering Unmasked Estep 
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Score: -166409408.000000 Penalty: 73383.539062
Iteration 128Q: 22 clusters Score -1.664094e+08 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 206242 members 
Mstep: Class 3 contains 29395 members 
Mstep: Class 4 contains 55549 members 
Mstep: Class 5 contains 175936 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127874 members 
Mstep: Class 8 contains 177546 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 88827 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165502 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 50534 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 18075 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410112.000000 Penalty: 73383.539062
Iteration 129Q: 22 clusters Score -1.664101e+08 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 206212 members 
Mstep: Class 3 contains 29412 members 
Mstep: Class 4 contains 55588 members 
Mstep: Class 5 contains 175301 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127851 members 
Mstep: Class 8 contains 180107 members 
Mstep: Class 9 contains 5259 members 
Mstep: Class 10 contains 86717 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165693 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 50356 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6227 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 22 contains 18165 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410576.000000 Penalty: 73383.539062
Iteration 130Q: 22 clusters Score -1.664106e+08 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196837 members 
Mstep: Class 2 contains 206207 members 
Mstep: Class 3 contains 29425 members 
Mstep: Class 4 contains 55618 members 
Mstep: Class 5 contains 174606 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127821 members 
Mstep: Class 8 contains 182457 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 84756 members 
Mstep: Class 11 contains 2984 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 165915 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 50195 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 22 contains 18246 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410496.000000 Penalty: 73383.539062
Iteration 131Q: 22 clusters Score -1.664105e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 206125 members 
Mstep: Class 3 contains 29448 members 
Mstep: Class 4 contains 55659 members 
Mstep: Class 5 contains 174101 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127830 members 
Mstep: Class 8 contains 184546 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 82897 members 
Mstep: Class 11 contains 2986 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166112 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 50020 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410544.000000 Penalty: 73383.539062
Iteration 132Q: 22 clusters Score -1.664105e+08 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197276 members 
Mstep: Class 2 contains 206174 members 
Mstep: Class 3 contains 29469 members 
Mstep: Class 4 contains 55717 members 
Mstep: Class 5 contains 173583 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127887 members 
Mstep: Class 8 contains 186276 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 81127 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166362 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 49835 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410064.000000 Penalty: 73383.539062
Iteration 133Q: 22 clusters Score -1.664101e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197543 members 
Mstep: Class 2 contains 206172 members 
Mstep: Class 3 contains 29495 members 
Mstep: Class 4 contains 55778 members 
Mstep: Class 5 contains 173142 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 127992 members 
Mstep: Class 8 contains 187841 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 79428 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166529 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 18378 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409872.000000 Penalty: 73383.539062
Iteration 134Q: 22 clusters Score -1.664099e+08 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197856 members 
Mstep: Class 2 contains 206132 members 
Mstep: Class 3 contains 29517 members 
Mstep: Class 4 contains 55833 members 
Mstep: Class 5 contains 172727 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128154 members 
Mstep: Class 8 contains 189216 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 77821 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166675 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 49596 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 18419 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166410400.000000 Penalty: 73383.539062
Iteration 135Q: 22 clusters Score -1.664104e+08 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198136 members 
Mstep: Class 2 contains 206109 members 
Mstep: Class 3 contains 29538 members 
Mstep: Class 4 contains 55909 members 
Mstep: Class 5 contains 172410 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128307 members 
Mstep: Class 8 contains 190326 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 76309 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 166941 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 49477 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 18450 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409872.000000 Penalty: 73383.539062
Iteration 136Q: 22 clusters Score -1.664099e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198385 members 
Mstep: Class 2 contains 206085 members 
Mstep: Class 3 contains 29558 members 
Mstep: Class 4 contains 55975 members 
Mstep: Class 5 contains 172038 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128454 members 
Mstep: Class 8 contains 191455 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 74805 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 167256 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 49382 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 18481 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409632.000000 Penalty: 73383.539062
Iteration 137Q: 22 clusters Score -1.664096e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198555 members 
Mstep: Class 2 contains 206060 members 
Mstep: Class 3 contains 29588 members 
Mstep: Class 4 contains 56015 members 
Mstep: Class 5 contains 171735 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 128622 members 
Mstep: Class 8 contains 192483 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 73407 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 167580 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 49288 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6491 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 18508 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
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Score: -166409920.000000 Penalty: 73383.539062
Iteration 138Q: 22 clusters Score -1.664099e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198717 members 
Mstep: Class 2 contains 206072 members 
Mstep: Class 3 contains 29619 members 
Mstep: Class 4 contains 56062 members 
Mstep: Class 5 contains 171591 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 128765 members 
Mstep: Class 8 contains 193285 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 72086 members 
Mstep: Class 11 contains 3003 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 167875 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 49217 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6508 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 24 contains 4369 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.664096e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198859 members 
Mstep: Class 2 contains 206069 members 
Mstep: Class 3 contains 29632 members 
Mstep: Class 4 contains 56094 members 
Mstep: Class 5 contains 171517 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 128949 members 
Mstep: Class 8 contains 193965 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 70832 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 168168 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 49144 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6519 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 22 clusters Score -1.664094e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198984 members 
Mstep: Class 2 contains 206050 members 
Mstep: Class 3 contains 29645 members 
Mstep: Class 4 contains 56133 members 
Mstep: Class 5 contains 171513 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129076 members 
Mstep: Class 8 contains 194614 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 69615 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 168468 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 49074 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6538 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -1.66409e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199108 members 
Mstep: Class 2 contains 206038 members 
Mstep: Class 3 contains 29652 members 
Mstep: Class 4 contains 56184 members 
Mstep: Class 5 contains 171637 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129207 members 
Mstep: Class 8 contains 195094 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 68429 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 168748 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 49013 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 18612 members 
Mstep: Class 24 contains 4370 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -1.66409e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199149 members 
Mstep: Class 2 contains 206000 members 
Mstep: Class 3 contains 29663 members 
Mstep: Class 4 contains 56222 members 
Mstep: Class 5 contains 171877 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129364 members 
Mstep: Class 8 contains 195582 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 67260 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 168981 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48954 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 22 contains 18640 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408864.000000 Penalty: 73383.539062
Iteration 143Q: 22 clusters Score -1.664089e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 205952 members 
Mstep: Class 3 contains 29679 members 
Mstep: Class 4 contains 56276 members 
Mstep: Class 5 contains 172234 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129521 members 
Mstep: Class 8 contains 195936 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 66144 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169200 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48909 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 22 contains 18671 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166409040.000000 Penalty: 73383.539062
Iteration 144Q: 22 clusters Score -1.66409e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199102 members 
Mstep: Class 2 contains 205894 members 
Mstep: Class 3 contains 29715 members 
Mstep: Class 4 contains 56314 members 
Mstep: Class 5 contains 172627 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129685 members 
Mstep: Class 8 contains 196244 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 65104 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169387 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48869 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 18702 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408624.000000 Penalty: 73383.539062
Iteration 145Q: 22 clusters Score -1.664086e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199085 members 
Mstep: Class 2 contains 205850 members 
Mstep: Class 3 contains 29741 members 
Mstep: Class 4 contains 56358 members 
Mstep: Class 5 contains 173169 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 129885 members 
Mstep: Class 8 contains 196468 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 64053 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169475 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48820 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 18713 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408912.000000 Penalty: 73383.539062
Iteration 146Q: 22 clusters Score -1.664089e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199018 members 
Mstep: Class 2 contains 205838 members 
Mstep: Class 3 contains 29758 members 
Mstep: Class 4 contains 56407 members 
Mstep: Class 5 contains 173661 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130081 members 
Mstep: Class 8 contains 196723 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 63075 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169518 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48771 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 18724 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408544.000000 Penalty: 73383.539062
Iteration 147Q: 22 clusters Score -1.664085e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198936 members 
Mstep: Class 2 contains 205820 members 
Mstep: Class 3 contains 29764 members 
Mstep: Class 4 contains 56452 members 
Mstep: Class 5 contains 174176 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130251 members 
Mstep: Class 8 contains 196941 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 62185 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169567 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 48724 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6684 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408640.000000 Penalty: 73383.539062
Iteration 148Q: 22 clusters Score -1.664086e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198840 members 
Mstep: Class 2 contains 205770 members 
Mstep: Class 3 contains 29781 members 
Mstep: Class 4 contains 56479 members 
Mstep: Class 5 contains 174729 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130478 members 
Mstep: Class 8 contains 197036 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 61329 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169647 members 
Mstep: Class 15 contains 776 members 
Mstep: Class 16 contains 48678 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408240.000000 Penalty: 73383.539062
Iteration 149Q: 22 clusters Score -1.664082e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 205707 members 
Mstep: Class 3 contains 29805 members 
Mstep: Class 4 contains 56504 members 
Mstep: Class 5 contains 175275 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130636 members 
Mstep: Class 8 contains 197189 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 60541 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169722 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 48641 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 22 contains 18767 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408320.000000 Penalty: 73383.539062
Iteration 150Q: 22 clusters Score -1.664083e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198563 members 
Mstep: Class 2 contains 205649 members 
Mstep: Class 3 contains 29829 members 
Mstep: Class 4 contains 56524 members 
Mstep: Class 5 contains 175774 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130808 members 
Mstep: Class 8 contains 197378 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 59751 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169781 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 48598 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 18804 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166408112.000000 Penalty: 73383.539062
Iteration 151Q: 22 clusters Score -1.664081e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198429 members 
Mstep: Class 2 contains 205605 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 56540 members 
Mstep: Class 5 contains 176263 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 130970 members 
Mstep: Class 8 contains 197525 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 59010 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169880 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 48546 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 22 contains 18834 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407920.000000 Penalty: 73383.539062
Iteration 152Q: 22 clusters Score -1.664079e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198307 members 
Mstep: Class 2 contains 205575 members 
Mstep: Class 3 contains 29856 members 
Mstep: Class 4 contains 56545 members 
Mstep: Class 5 contains 176720 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 131173 members 
Mstep: Class 8 contains 197665 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 58301 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169928 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 48504 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 18854 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407744.000000 Penalty: 73383.539062
Iteration 153Q: 22 clusters Score -1.664077e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198163 members 
Mstep: Class 2 contains 205579 members 
Mstep: Class 3 contains 29870 members 
Mstep: Class 4 contains 56546 members 
Mstep: Class 5 contains 177057 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 131383 members 
Mstep: Class 8 contains 197908 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 57596 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169987 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 48452 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 22 contains 18885 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407392.000000 Penalty: 73383.539062
Iteration 154Q: 22 clusters Score -1.664074e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198014 members 
Mstep: Class 2 contains 205575 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 56554 members 
Mstep: Class 5 contains 177360 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 131556 members 
Mstep: Class 8 contains 198110 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 56979 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170066 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 48401 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 22 contains 18910 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407104.000000 Penalty: 73383.539062
Iteration 155Q: 22 clusters Score -1.664071e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197901 members 
Mstep: Class 2 contains 205563 members 
Mstep: Class 3 contains 29908 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 177623 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 131718 members 
Mstep: Class 8 contains 198310 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 56423 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170104 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 18942 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407360.000000 Penalty: 73383.539062
Iteration 156Q: 22 clusters Score -1.664074e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197812 members 
Mstep: Class 2 contains 205541 members 
Mstep: Class 3 contains 29921 members 
Mstep: Class 4 contains 56550 members 
Mstep: Class 5 contains 177860 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 131899 members 
Mstep: Class 8 contains 198525 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 55875 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170129 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 48306 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6814 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407408.000000 Penalty: 73383.539062
Iteration 157Q: 22 clusters Score -1.664074e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197748 members 
Mstep: Class 2 contains 205508 members 
Mstep: Class 3 contains 29940 members 
Mstep: Class 4 contains 56543 members 
Mstep: Class 5 contains 178038 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132105 members 
Mstep: Class 8 contains 198715 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 55356 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170144 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 48265 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6828 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 19002 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407360.000000 Penalty: 73383.539062
Iteration 158Q: 22 clusters Score -1.664074e+08 nChanged 2223
Entering ConstructFrom: 
Score: -166407360.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (197698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197698 members 
Entering Unmasked Estep 
Score: -25332180.000000 Penalty: 3024.235107
	Iteration 0F: 2 clusters Score -2.533218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -25202786.000000 Penalty: 6048.470215
	Iteration 0F: 3 clusters Score -2.520279e+07 nChanged 95174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -25258204.000000 Penalty: 6048.470215
	Iteration 1F: 3 clusters Score -2.52582e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -25259078.000000 Penalty: 6048.470215
	Iteration 2Q: 3 clusters Score -2.525908e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -25259912.000000 Penalty: 6048.470215
	Iteration 3Q: 3 clusters Score -2.525991e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -25261042.000000 Penalty: 6048.470215
	Iteration 4Q: 3 clusters Score -2.526104e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -25262618.000000 Penalty: 6048.470215
	Iteration 5Q: 3 clusters Score -2.526262e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -25264926.000000 Penalty: 6048.470215
	Iteration 6Q: 3 clusters Score -2.526493e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -25268800.000000 Penalty: 6048.470215
	Iteration 7Q: 3 clusters Score -2.52688e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -25274674.000000 Penalty: 6048.470215
	Iteration 8F: 3 clusters Score -2.527467e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 132100 members 
Entering Unmasked Estep 
Score: -25283644.000000 Penalty: 6048.470215
	Iteration 9F: 3 clusters Score -2.528364e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 141623 members 
Entering Unmasked Estep 
Score: -25294306.000000 Penalty: 6048.470215
	Iteration 10F: 3 clusters Score -2.529431e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -25304324.000000 Penalty: 6048.470215
	Iteration 11F: 3 clusters Score -2.530432e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -25311086.000000 Penalty: 6048.470215
	Iteration 12Q: 3 clusters Score -2.531109e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -25314652.000000 Penalty: 6048.470215
	Iteration 13Q: 3 clusters Score -2.531465e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -25317066.000000 Penalty: 6048.470215
	Iteration 14Q: 3 clusters Score -2.531707e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -25319314.000000 Penalty: 6048.470215
	Iteration 15Q: 3 clusters Score -2.531931e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -25321544.000000 Penalty: 6048.470215
	Iteration 16Q: 3 clusters Score -2.532154e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -25323882.000000 Penalty: 6048.470215
	Iteration 17Q: 3 clusters Score -2.532388e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -25326038.000000 Penalty: 6048.470215
	Iteration 18Q: 3 clusters Score -2.532604e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 170597 members 
Entering Unmasked Estep 
Score: -25328160.000000 Penalty: 6048.470215
	Iteration 19Q: 3 clusters Score -2.532816e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -25329830.000000 Penalty: 6048.470215
	Iteration 20F: 3 clusters Score -2.532983e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 171796 members 
Entering Unmasked Estep 
Score: -25331150.000000 Penalty: 6048.470215
	Iteration 21Q: 3 clusters Score -2.533115e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -25332014.000000 Penalty: 6048.470215
	Iteration 22Q: 3 clusters Score -2.533201e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 172663 members 
Entering Unmasked Estep 
Score: -25332410.000000 Penalty: 6048.470215
	Iteration 23Q: 3 clusters Score -2.533241e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -25332618.000000 Penalty: 6048.470215
	Iteration 24Q: 3 clusters Score -2.533262e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -25332784.000000 Penalty: 6048.470215
	Iteration 25Q: 3 clusters Score -2.533278e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -25332862.000000 Penalty: 6048.470215
	Iteration 26Q: 3 clusters Score -2.533286e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -25332894.000000 Penalty: 6048.470215
	Iteration 27Q: 3 clusters Score -2.533289e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -25332856.000000 Penalty: 6048.470215
	Iteration 28Q: 3 clusters Score -2.533286e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -25332914.000000 Penalty: 6048.470215
	Iteration 29Q: 3 clusters Score -2.533291e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -25332884.000000 Penalty: 6048.470215
	Iteration 30Q: 3 clusters Score -2.533288e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -25332858.000000 Penalty: 6048.470215
	Iteration 31Q: 3 clusters Score -2.533286e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -25332850.000000 Penalty: 6048.470215
	Iteration 32Q: 3 clusters Score -2.533285e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -25332842.000000 Penalty: 6048.470215
	Iteration 33Q: 3 clusters Score -2.533284e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -25332818.000000 Penalty: 6048.470215
	Iteration 34Q: 3 clusters Score -2.533282e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -25332782.000000 Penalty: 6048.470215
	Iteration 35Q: 3 clusters Score -2.533278e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -25332708.000000 Penalty: 6048.470215
	Iteration 36Q: 3 clusters Score -2.533271e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -25332680.000000 Penalty: 6048.470215
	Iteration 37Q: 3 clusters Score -2.533268e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -25332686.000000 Penalty: 6048.470215
	Iteration 38Q: 3 clusters Score -2.533269e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 177496 members 
Entering Unmasked Estep 
Score: -25332604.000000 Penalty: 6048.470215
	Iteration 39Q: 3 clusters Score -2.53326e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 177785 members 
Entering Unmasked Estep 
Score: -25332618.000000 Penalty: 6048.470215
	Iteration 40F: 3 clusters Score -2.533262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -25332534.000000 Penalty: 6048.470215
	Iteration 41Q: 3 clusters Score -2.533253e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -25332472.000000 Penalty: 6048.470215
	Iteration 42Q: 3 clusters Score -2.533247e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 178622 members 
Entering Unmasked Estep 
Score: -25332428.000000 Penalty: 6048.470215
	Iteration 43Q: 3 clusters Score -2.533243e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 178873 members 
Entering Unmasked Estep 
Score: -25332420.000000 Penalty: 6048.470215
	Iteration 44Q: 3 clusters Score -2.533242e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 179143 members 
Entering Unmasked Estep 
Score: -25332404.000000 Penalty: 6048.470215
	Iteration 45Q: 3 clusters Score -2.53324e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 179421 members 
Entering Unmasked Estep 
Score: -25332336.000000 Penalty: 6048.470215
	Iteration 46Q: 3 clusters Score -2.533234e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -25332358.000000 Penalty: 6048.470215
	Iteration 47Q: 3 clusters Score -2.533236e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 179947 members 
Entering Unmasked Estep 
Score: -25332340.000000 Penalty: 6048.470215
	Iteration 48Q: 3 clusters Score -2.533234e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -25332334.000000 Penalty: 6048.470215
	Iteration 49Q: 3 clusters Score -2.533233e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -25332314.000000 Penalty: 6048.470215
	Iteration 50Q: 3 clusters Score -2.533231e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 180694 members 
Entering Unmasked Estep 
Score: -25332184.000000 Penalty: 6048.470215
	Iteration 51Q: 3 clusters Score -2.533218e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -25332174.000000 Penalty: 6048.470215
	Iteration 52Q: 3 clusters Score -2.533217e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -25332182.000000 Penalty: 6048.470215
	Iteration 53Q: 3 clusters Score -2.533218e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -25332114.000000 Penalty: 6048.470215
	Iteration 54Q: 3 clusters Score -2.533211e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 181541 members 
Entering Unmasked Estep 
Score: -25332080.000000 Penalty: 6048.470215
	Iteration 55Q: 3 clusters Score -2.533208e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 181750 members 
Entering Unmasked Estep 
Score: -25332002.000000 Penalty: 6048.470215
	Iteration 56Q: 3 clusters Score -2.5332e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -25331950.000000 Penalty: 6048.470215
	Iteration 57Q: 3 clusters Score -2.533195e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 182105 members 
Entering Unmasked Estep 
Score: -25331892.000000 Penalty: 6048.470215
	Iteration 58Q: 3 clusters Score -2.533189e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 182262 members 
Entering Unmasked Estep 
Score: -25331868.000000 Penalty: 6048.470215
	Iteration 59Q: 3 clusters Score -2.533187e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 182409 members 
Entering Unmasked Estep 
Score: -25331894.000000 Penalty: 6048.470215
	Iteration 60F: 3 clusters Score -2.533189e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 182555 members 
Entering Unmasked Estep 
Score: -25331856.000000 Penalty: 6048.470215
	Iteration 61Q: 3 clusters Score -2.533186e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 182683 members 
Entering Unmasked Estep 
Score: -25331828.000000 Penalty: 6048.470215
	Iteration 62Q: 3 clusters Score -2.533183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 182803 members 
Entering Unmasked Estep 
Score: -25331812.000000 Penalty: 6048.470215
	Iteration 63Q: 3 clusters Score -2.533181e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 182939 members 
Entering Unmasked Estep 
Score: -25331810.000000 Penalty: 6048.470215
	Iteration 64Q: 3 clusters Score -2.533181e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 183072 members 
Entering Unmasked Estep 
Score: -25331768.000000 Penalty: 6048.470215
	Iteration 65Q: 3 clusters Score -2.533177e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -25331712.000000 Penalty: 6048.470215
	Iteration 66Q: 3 clusters Score -2.533171e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -25331712.000000 Penalty: 6048.470215
	Iteration 67Q: 3 clusters Score -2.533171e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -25331684.000000 Penalty: 6048.470215
	Iteration 68Q: 3 clusters Score -2.533168e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -25331678.000000 Penalty: 6048.470215
	Iteration 69Q: 3 clusters Score -2.533168e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -25331636.000000 Penalty: 6048.470215
	Iteration 70Q: 3 clusters Score -2.533164e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 183728 members 
Entering Unmasked Estep 
Score: -25331602.000000 Penalty: 6048.470215
	Iteration 71Q: 3 clusters Score -2.53316e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 183829 members 
Entering Unmasked Estep 
Score: -25331592.000000 Penalty: 6048.470215
	Iteration 72Q: 3 clusters Score -2.533159e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -25331572.000000 Penalty: 6048.470215
	Iteration 73Q: 3 clusters Score -2.533157e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 184038 members 
Entering Unmasked Estep 
Score: -25331534.000000 Penalty: 6048.470215
	Iteration 74Q: 3 clusters Score -2.533153e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 184134 members 
Entering Unmasked Estep 
Score: -25331534.000000 Penalty: 6048.470215
	Iteration 75Q: 3 clusters Score -2.533153e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 184221 members 
Entering Unmasked Estep 
Score: -25331480.000000 Penalty: 6048.470215
	Iteration 76Q: 3 clusters Score -2.533148e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 184313 members 
Entering Unmasked Estep 
Score: -25331516.000000 Penalty: 6048.470215
	Iteration 77Q: 3 clusters Score -2.533152e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -25331576.000000 Penalty: 6048.470215
	Iteration 78Q: 3 clusters Score -2.533158e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -25331584.000000 Penalty: 6048.470215
	Iteration 79Q: 3 clusters Score -2.533158e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 184608 members 
Entering Unmasked Estep 
Score: -25331572.000000 Penalty: 6048.470215
	Iteration 80F: 3 clusters Score -2.533157e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 184688 members 
Entering Unmasked Estep 
Score: -25331552.000000 Penalty: 6048.470215
	Iteration 81Q: 3 clusters Score -2.533155e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 184763 members 
Entering Unmasked Estep 
Score: -25331538.000000 Penalty: 6048.470215
	Iteration 82Q: 3 clusters Score -2.533154e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -25331510.000000 Penalty: 6048.470215
	Iteration 83Q: 3 clusters Score -2.533151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 184911 members 
Entering Unmasked Estep 
Score: -25331496.000000 Penalty: 6048.470215
	Iteration 84Q: 3 clusters Score -2.53315e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 184975 members 
Entering Unmasked Estep 
Score: -25331462.000000 Penalty: 6048.470215
	Iteration 85Q: 3 clusters Score -2.533146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 185044 members 
Entering Unmasked Estep 
Score: -25331470.000000 Penalty: 6048.470215
	Iteration 86Q: 3 clusters Score -2.533147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -25331456.000000 Penalty: 6048.470215
	Iteration 87Q: 3 clusters Score -2.533146e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 185160 members 
Entering Unmasked Estep 
Score: -25331432.000000 Penalty: 6048.470215
	Iteration 88Q: 3 clusters Score -2.533143e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -25331434.000000 Penalty: 6048.470215
	Iteration 89Q: 3 clusters Score -2.533143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 185262 members 
Entering Unmasked Estep 
Score: -25331422.000000 Penalty: 6048.470215
	Iteration 90Q: 3 clusters Score -2.533142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -25331394.000000 Penalty: 6048.470215
	Iteration 91Q: 3 clusters Score -2.533139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 185335 members 
Entering Unmasked Estep 
Score: -25331400.000000 Penalty: 6048.470215
	Iteration 92Q: 3 clusters Score -2.53314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 185368 members 
Entering Unmasked Estep 
Score: -25331352.000000 Penalty: 6048.470215
	Iteration 93Q: 3 clusters Score -2.533135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 185402 members 
Entering Unmasked Estep 
Score: -25331356.000000 Penalty: 6048.470215
	Iteration 94Q: 3 clusters Score -2.533136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -25331370.000000 Penalty: 6048.470215
	Iteration 95Q: 3 clusters Score -2.533137e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 185458 members 
Entering Unmasked Estep 
Score: -25331348.000000 Penalty: 6048.470215
	Iteration 96Q: 3 clusters Score -2.533135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 185489 members 
Entering Unmasked Estep 
Score: -25331330.000000 Penalty: 6048.470215
	Iteration 97Q: 3 clusters Score -2.533133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -25331340.000000 Penalty: 6048.470215
	Iteration 98Q: 3 clusters Score -2.533134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -25331372.000000 Penalty: 6048.470215
	Iteration 99Q: 3 clusters Score -2.533137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 185558 members 
Entering Unmasked Estep 
Score: -25331370.000000 Penalty: 6048.470215
	Iteration 100F: 3 clusters Score -2.533137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 185577 members 
Entering Unmasked Estep 
Score: -25331372.000000 Penalty: 6048.470215
	Iteration 101Q: 3 clusters Score -2.533137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 185596 members 
Entering Unmasked Estep 
Score: -25331358.000000 Penalty: 6048.470215
	Iteration 102Q: 3 clusters Score -2.533136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -25331356.000000 Penalty: 6048.470215
	Iteration 103Q: 3 clusters Score -2.533136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 185632 members 
Entering Unmasked Estep 
Score: -25331350.000000 Penalty: 6048.470215
	Iteration 104Q: 3 clusters Score -2.533135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25331340.000000 Penalty: 6048.470215
	Iteration 105Q: 3 clusters Score -2.533134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 185676 members 
Entering Unmasked Estep 
Score: -25331326.000000 Penalty: 6048.470215
	Iteration 106Q: 3 clusters Score -2.533133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 185700 members 
Entering Unmasked Estep 
Score: -25331298.000000 Penalty: 6048.470215
	Iteration 107Q: 3 clusters Score -2.53313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 185721 members 
Entering Unmasked Estep 
Score: -25331254.000000 Penalty: 6048.470215
	Iteration 108Q: 3 clusters Score -2.533125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -25331288.000000 Penalty: 6048.470215
	Iteration 109Q: 3 clusters Score -2.533129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 185748 members 
Entering Unmasked Estep 
Score: -25331268.000000 Penalty: 6048.470215
	Iteration 110Q: 3 clusters Score -2.533127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -25331278.000000 Penalty: 6048.470215
	Iteration 111Q: 3 clusters Score -2.533128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 185786 members 
Entering Unmasked Estep 
Score: -25331264.000000 Penalty: 6048.470215
	Iteration 112Q: 3 clusters Score -2.533126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -25331284.000000 Penalty: 6048.470215
	Iteration 113Q: 3 clusters Score -2.533128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 185809 members 
Entering Unmasked Estep 
Score: -25331306.000000 Penalty: 6048.470215
	Iteration 114Q: 3 clusters Score -2.533131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 185820 members 
Entering Unmasked Estep 
Score: -25331306.000000 Penalty: 6048.470215
	Iteration 115Q: 3 clusters Score -2.533131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 185826 members 
Entering Unmasked Estep 
Score: -25331280.000000 Penalty: 6048.470215
	Iteration 116Q: 3 clusters Score -2.533128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 185833 members 
Entering Unmasked Estep 
Score: -25331284.000000 Penalty: 6048.470215
	Iteration 117Q: 3 clusters Score -2.533128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -25331280.000000 Penalty: 6048.470215
	Iteration 118Q: 3 clusters Score -2.533128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 185849 members 
Entering Unmasked Estep 
Score: -25331278.000000 Penalty: 6048.470215
	Iteration 119Q: 3 clusters Score -2.533128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 185855 members 
Entering Unmasked Estep 
Score: -25331280.000000 Penalty: 6048.470215
	Iteration 120F: 3 clusters Score -2.533128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 185863 members 
Entering Unmasked Estep 
Score: -25331268.000000 Penalty: 6048.470215
	Iteration 121Q: 3 clusters Score -2.533127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 185872 members 
Entering Unmasked Estep 
Score: -25331278.000000 Penalty: 6048.470215
	Iteration 122Q: 3 clusters Score -2.533128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -25331254.000000 Penalty: 6048.470215
	Iteration 123Q: 3 clusters Score -2.533125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 185888 members 
Entering Unmasked Estep 
Score: -25331252.000000 Penalty: 6048.470215
	Iteration 124Q: 3 clusters Score -2.533125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 185893 members 
Entering Unmasked Estep 
Score: -25331244.000000 Penalty: 6048.470215
	Iteration 125Q: 3 clusters Score -2.533124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 185900 members 
Entering Unmasked Estep 
Score: -25331248.000000 Penalty: 6048.470215
	Iteration 126Q: 3 clusters Score -2.533125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 185911 members 
Entering Unmasked Estep 
Score: -25331256.000000 Penalty: 6048.470215
	Iteration 127Q: 3 clusters Score -2.533126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 185917 members 
Entering Unmasked Estep 
Score: -25331276.000000 Penalty: 6048.470215
	Iteration 128Q: 3 clusters Score -2.533128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 185922 members 
Entering Unmasked Estep 
Score: -25331270.000000 Penalty: 6048.470215
	Iteration 129Q: 3 clusters Score -2.533127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -25331272.000000 Penalty: 6048.470215
	Iteration 130Q: 3 clusters Score -2.533127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 185926 members 
Entering Unmasked Estep 
Score: -25331266.000000 Penalty: 6048.470215
	Iteration 131Q: 3 clusters Score -2.533127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 185927 members 
Entering Unmasked Estep 
Score: -25331258.000000 Penalty: 6048.470215
	Iteration 132Q: 3 clusters Score -2.533126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 185929 members 
Entering Unmasked Estep 
Score: -25331270.000000 Penalty: 6048.470215
	Iteration 133Q: 3 clusters Score -2.533127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -25331262.000000 Penalty: 6048.470215
	Iteration 134Q: 3 clusters Score -2.533126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -25331262.000000 Penalty: 6048.470215
	Iteration 135F: 3 clusters Score -2.533126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (205473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Entering Unmasked Estep 
Score: -26671960.000000 Penalty: 3033.801514
	Iteration 0F: 2 clusters Score -2.667196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -26566690.000000 Penalty: 6067.603027
	Iteration 0F: 3 clusters Score -2.656669e+07 nChanged 99163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -26625566.000000 Penalty: 6067.603027
	Iteration 1F: 3 clusters Score -2.662557e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -26627074.000000 Penalty: 6067.603027
	Iteration 2Q: 3 clusters Score -2.662707e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -26629124.000000 Penalty: 6067.603027
	Iteration 3Q: 3 clusters Score -2.662912e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -26631682.000000 Penalty: 6067.603027
	Iteration 4Q: 3 clusters Score -2.663168e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -26635770.000000 Penalty: 6067.603027
	Iteration 5Q: 3 clusters Score -2.663577e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -26642082.000000 Penalty: 6067.603027
	Iteration 6F: 3 clusters Score -2.664208e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -26651178.000000 Penalty: 6067.603027
	Iteration 7F: 3 clusters Score -2.665118e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -26662288.000000 Penalty: 6067.603027
	Iteration 8F: 3 clusters Score -2.666229e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -26670144.000000 Penalty: 6067.603027
	Iteration 9F: 3 clusters Score -2.667014e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -26673810.000000 Penalty: 6067.603027
	Iteration 10Q: 3 clusters Score -2.667381e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -26675334.000000 Penalty: 6067.603027
	Iteration 11Q: 3 clusters Score -2.667533e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -26676100.000000 Penalty: 6067.603027
	Iteration 12Q: 3 clusters Score -2.66761e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -26676916.000000 Penalty: 6067.603027
	Iteration 13Q: 3 clusters Score -2.667692e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -26677592.000000 Penalty: 6067.603027
	Iteration 14Q: 3 clusters Score -2.667759e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -26678192.000000 Penalty: 6067.603027
	Iteration 15Q: 3 clusters Score -2.667819e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -26678870.000000 Penalty: 6067.603027
	Iteration 16Q: 3 clusters Score -2.667887e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -26679686.000000 Penalty: 6067.603027
	Iteration 17Q: 3 clusters Score -2.667969e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -26680370.000000 Penalty: 6067.603027
	Iteration 18Q: 3 clusters Score -2.668037e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -26681008.000000 Penalty: 6067.603027
	Iteration 19Q: 3 clusters Score -2.668101e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -26681664.000000 Penalty: 6067.603027
	Iteration 20F: 3 clusters Score -2.668166e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -26682112.000000 Penalty: 6067.603027
	Iteration 21Q: 3 clusters Score -2.668211e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -26682532.000000 Penalty: 6067.603027
	Iteration 22Q: 3 clusters Score -2.668253e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -26682890.000000 Penalty: 6067.603027
	Iteration 23Q: 3 clusters Score -2.668289e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -26683330.000000 Penalty: 6067.603027
	Iteration 24Q: 3 clusters Score -2.668333e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -26683538.000000 Penalty: 6067.603027
	Iteration 25Q: 3 clusters Score -2.668354e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -26683712.000000 Penalty: 6067.603027
	Iteration 26Q: 3 clusters Score -2.668371e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -26683890.000000 Penalty: 6067.603027
	Iteration 27Q: 3 clusters Score -2.668389e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -26683954.000000 Penalty: 6067.603027
	Iteration 28Q: 3 clusters Score -2.668395e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -26684084.000000 Penalty: 6067.603027
	Iteration 29Q: 3 clusters Score -2.668408e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -26684244.000000 Penalty: 6067.603027
	Iteration 30Q: 3 clusters Score -2.668424e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -26684362.000000 Penalty: 6067.603027
	Iteration 31Q: 3 clusters Score -2.668436e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -26684378.000000 Penalty: 6067.603027
	Iteration 32Q: 3 clusters Score -2.668438e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -26684476.000000 Penalty: 6067.603027
	Iteration 33Q: 3 clusters Score -2.668448e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -26684638.000000 Penalty: 6067.603027
	Iteration 34Q: 3 clusters Score -2.668464e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 112823 members 
Entering Unmasked Estep 
Score: -26684672.000000 Penalty: 6067.603027
	Iteration 35Q: 3 clusters Score -2.668467e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -26684782.000000 Penalty: 6067.603027
	Iteration 36Q: 3 clusters Score -2.668478e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -26684734.000000 Penalty: 6067.603027
	Iteration 37Q: 3 clusters Score -2.668473e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 114740 members 
Entering Unmasked Estep 
Score: -26684764.000000 Penalty: 6067.603027
	Iteration 38Q: 3 clusters Score -2.668476e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -26684856.000000 Penalty: 6067.603027
	Iteration 39Q: 3 clusters Score -2.668486e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -26684968.000000 Penalty: 6067.603027
	Iteration 40F: 3 clusters Score -2.668497e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -26684990.000000 Penalty: 6067.603027
	Iteration 41Q: 3 clusters Score -2.668499e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -26684966.000000 Penalty: 6067.603027
	Iteration 42Q: 3 clusters Score -2.668497e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -26685082.000000 Penalty: 6067.603027
	Iteration 43Q: 3 clusters Score -2.668508e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -26685166.000000 Penalty: 6067.603027
	Iteration 44Q: 3 clusters Score -2.668517e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -26685194.000000 Penalty: 6067.603027
	Iteration 45Q: 3 clusters Score -2.668519e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -26685294.000000 Penalty: 6067.603027
	Iteration 46Q: 3 clusters Score -2.668529e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 120586 members 
Entering Unmasked Estep 
Score: -26685384.000000 Penalty: 6067.603027
	Iteration 47Q: 3 clusters Score -2.668538e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 121216 members 
Entering Unmasked Estep 
Score: -26685328.000000 Penalty: 6067.603027
	Iteration 48Q: 3 clusters Score -2.668533e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -26685288.000000 Penalty: 6067.603027
	Iteration 49Q: 3 clusters Score -2.668529e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -26685328.000000 Penalty: 6067.603027
	Iteration 50Q: 3 clusters Score -2.668533e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -26685386.000000 Penalty: 6067.603027
	Iteration 51Q: 3 clusters Score -2.668539e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -26685440.000000 Penalty: 6067.603027
	Iteration 52Q: 3 clusters Score -2.668544e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -26685514.000000 Penalty: 6067.603027
	Iteration 53Q: 3 clusters Score -2.668551e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -26685518.000000 Penalty: 6067.603027
	Iteration 54Q: 3 clusters Score -2.668552e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 125540 members 
Entering Unmasked Estep 
Score: -26685498.000000 Penalty: 6067.603027
	Iteration 55Q: 3 clusters Score -2.66855e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -26685550.000000 Penalty: 6067.603027
	Iteration 56Q: 3 clusters Score -2.668555e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -26685622.000000 Penalty: 6067.603027
	Iteration 57Q: 3 clusters Score -2.668562e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -26685656.000000 Penalty: 6067.603027
	Iteration 58Q: 3 clusters Score -2.668566e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -26685706.000000 Penalty: 6067.603027
	Iteration 59Q: 3 clusters Score -2.668571e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
Score: -26685744.000000 Penalty: 6067.603027
	Iteration 60F: 3 clusters Score -2.668574e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -26685786.000000 Penalty: 6067.603027
	Iteration 61Q: 3 clusters Score -2.668579e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -26685886.000000 Penalty: 6067.603027
	Iteration 62Q: 3 clusters Score -2.668589e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -26685956.000000 Penalty: 6067.603027
	Iteration 63Q: 3 clusters Score -2.668596e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -26686052.000000 Penalty: 6067.603027
	Iteration 64Q: 3 clusters Score -2.668605e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 132850 members 
Entering Unmasked Estep 
Score: -26686152.000000 Penalty: 6067.603027
	Iteration 65Q: 3 clusters Score -2.668615e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -26686216.000000 Penalty: 6067.603027
	Iteration 66Q: 3 clusters Score -2.668622e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -26686286.000000 Penalty: 6067.603027
	Iteration 67Q: 3 clusters Score -2.668629e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -26686288.000000 Penalty: 6067.603027
	Iteration 68Q: 3 clusters Score -2.668629e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -26686406.000000 Penalty: 6067.603027
	Iteration 69Q: 3 clusters Score -2.668641e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 137018 members 
Entering Unmasked Estep 
Score: -26686562.000000 Penalty: 6067.603027
	Iteration 70Q: 3 clusters Score -2.668656e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -26686692.000000 Penalty: 6067.603027
	Iteration 71Q: 3 clusters Score -2.668669e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 138756 members 
Entering Unmasked Estep 
Score: -26686734.000000 Penalty: 6067.603027
	Iteration 72Q: 3 clusters Score -2.668673e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 139701 members 
Entering Unmasked Estep 
Score: -26686828.000000 Penalty: 6067.603027
	Iteration 73Q: 3 clusters Score -2.668683e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -26686956.000000 Penalty: 6067.603027
	Iteration 74Q: 3 clusters Score -2.668696e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 141640 members 
Entering Unmasked Estep 
Score: -26687108.000000 Penalty: 6067.603027
	Iteration 75Q: 3 clusters Score -2.668711e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -26687166.000000 Penalty: 6067.603027
	Iteration 76Q: 3 clusters Score -2.668717e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 143603 members 
Entering Unmasked Estep 
Score: -26687270.000000 Penalty: 6067.603027
	Iteration 77Q: 3 clusters Score -2.668727e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -26687390.000000 Penalty: 6067.603027
	Iteration 78Q: 3 clusters Score -2.668739e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 145539 members 
Entering Unmasked Estep 
Score: -26687492.000000 Penalty: 6067.603027
	Iteration 79Q: 3 clusters Score -2.668749e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -26687676.000000 Penalty: 6067.603027
	Iteration 80F: 3 clusters Score -2.668768e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -26687808.000000 Penalty: 6067.603027
	Iteration 81Q: 3 clusters Score -2.668781e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 148784 members 
Entering Unmasked Estep 
Score: -26687920.000000 Penalty: 6067.603027
	Iteration 82Q: 3 clusters Score -2.668792e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -26688096.000000 Penalty: 6067.603027
	Iteration 83Q: 3 clusters Score -2.66881e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 151236 members 
Entering Unmasked Estep 
Score: -26688288.000000 Penalty: 6067.603027
	Iteration 84Q: 3 clusters Score -2.668829e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -26688440.000000 Penalty: 6067.603027
	Iteration 85Q: 3 clusters Score -2.668844e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -26688612.000000 Penalty: 6067.603027
	Iteration 86Q: 3 clusters Score -2.668861e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -26688674.000000 Penalty: 6067.603027
	Iteration 87Q: 3 clusters Score -2.668867e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 156506 members 
Entering Unmasked Estep 
Score: -26688844.000000 Penalty: 6067.603027
	Iteration 88Q: 3 clusters Score -2.668884e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -26689080.000000 Penalty: 6067.603027
	Iteration 89Q: 3 clusters Score -2.668908e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -26689274.000000 Penalty: 6067.603027
	Iteration 90Q: 3 clusters Score -2.668927e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 161338 members 
Entering Unmasked Estep 
Score: -26689342.000000 Penalty: 6067.603027
	Iteration 91Q: 3 clusters Score -2.668934e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -26689442.000000 Penalty: 6067.603027
	Iteration 92Q: 3 clusters Score -2.668944e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -26689676.000000 Penalty: 6067.603027
	Iteration 93Q: 3 clusters Score -2.668968e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -26689758.000000 Penalty: 6067.603027
	Iteration 94Q: 3 clusters Score -2.668976e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 169440 members 
Entering Unmasked Estep 
Score: -26689516.000000 Penalty: 6067.603027
	Iteration 95Q: 3 clusters Score -2.668952e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -26688922.000000 Penalty: 6067.603027
	Iteration 96Q: 3 clusters Score -2.668892e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -26688584.000000 Penalty: 6067.603027
	Iteration 97Q: 3 clusters Score -2.668858e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 175775 members 
Entering Unmasked Estep 
Score: -26687670.000000 Penalty: 6067.603027
	Iteration 98Q: 3 clusters Score -2.668767e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -26686768.000000 Penalty: 6067.603027
	Iteration 99Q: 3 clusters Score -2.668677e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -26686042.000000 Penalty: 6067.603027
	Iteration 100F: 3 clusters Score -2.668604e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 181516 members 
Entering Unmasked Estep 
Score: -26685032.000000 Penalty: 6067.603027
	Iteration 101Q: 3 clusters Score -2.668503e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 183211 members 
Entering Unmasked Estep 
Score: -26684002.000000 Penalty: 6067.603027
	Iteration 102Q: 3 clusters Score -2.6684e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 184725 members 
Entering Unmasked Estep 
Score: -26683038.000000 Penalty: 6067.603027
	Iteration 103Q: 3 clusters Score -2.668304e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 186170 members 
Entering Unmasked Estep 
Score: -26682010.000000 Penalty: 6067.603027
	Iteration 104Q: 3 clusters Score -2.668201e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 187473 members 
Entering Unmasked Estep 
Score: -26681248.000000 Penalty: 6067.603027
	Iteration 105Q: 3 clusters Score -2.668125e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 188686 members 
Entering Unmasked Estep 
Score: -26680310.000000 Penalty: 6067.603027
	Iteration 106Q: 3 clusters Score -2.668031e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 189826 members 
Entering Unmasked Estep 
Score: -26679530.000000 Penalty: 6067.603027
	Iteration 107Q: 3 clusters Score -2.667953e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -26678648.000000 Penalty: 6067.603027
	Iteration 108Q: 3 clusters Score -2.667865e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 191954 members 
Entering Unmasked Estep 
Score: -26677810.000000 Penalty: 6067.603027
	Iteration 109Q: 3 clusters Score -2.667781e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 192908 members 
Entering Unmasked Estep 
Score: -26677130.000000 Penalty: 6067.603027
	Iteration 110Q: 3 clusters Score -2.667713e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 193771 members 
Entering Unmasked Estep 
Score: -26676634.000000 Penalty: 6067.603027
	Iteration 111Q: 3 clusters Score -2.667663e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 194560 members 
Entering Unmasked Estep 
Score: -26676172.000000 Penalty: 6067.603027
	Iteration 112Q: 3 clusters Score -2.667617e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 195281 members 
Entering Unmasked Estep 
Score: -26675828.000000 Penalty: 6067.603027
	Iteration 113Q: 3 clusters Score -2.667583e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 195934 members 
Entering Unmasked Estep 
Score: -26675378.000000 Penalty: 6067.603027
	Iteration 114Q: 3 clusters Score -2.667538e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 196543 members 
Entering Unmasked Estep 
Score: -26675110.000000 Penalty: 6067.603027
	Iteration 115Q: 3 clusters Score -2.667511e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 197124 members 
Entering Unmasked Estep 
Score: -26674760.000000 Penalty: 6067.603027
	Iteration 116Q: 3 clusters Score -2.667476e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 197674 members 
Entering Unmasked Estep 
Score: -26674452.000000 Penalty: 6067.603027
	Iteration 117Q: 3 clusters Score -2.667445e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 198180 members 
Entering Unmasked Estep 
Score: -26674266.000000 Penalty: 6067.603027
	Iteration 118Q: 3 clusters Score -2.667427e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 198640 members 
Entering Unmasked Estep 
Score: -26674054.000000 Penalty: 6067.603027
	Iteration 119Q: 3 clusters Score -2.667405e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 199091 members 
Entering Unmasked Estep 
Score: -26673720.000000 Penalty: 6067.603027
	Iteration 120F: 3 clusters Score -2.667372e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 199496 members 
Entering Unmasked Estep 
Score: -26673456.000000 Penalty: 6067.603027
	Iteration 121Q: 3 clusters Score -2.667346e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 199854 members 
Entering Unmasked Estep 
Score: -26673296.000000 Penalty: 6067.603027
	Iteration 122Q: 3 clusters Score -2.66733e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 200218 members 
Entering Unmasked Estep 
Score: -26673084.000000 Penalty: 6067.603027
	Iteration 123Q: 3 clusters Score -2.667308e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 200550 members 
Entering Unmasked Estep 
Score: -26672902.000000 Penalty: 6067.603027
	Iteration 124Q: 3 clusters Score -2.66729e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 200863 members 
Entering Unmasked Estep 
Score: -26672774.000000 Penalty: 6067.603027
	Iteration 125Q: 3 clusters Score -2.667277e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 201139 members 
Entering Unmasked Estep 
Score: -26672594.000000 Penalty: 6067.603027
	Iteration 126Q: 3 clusters Score -2.667259e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 201409 members 
Entering Unmasked Estep 
Score: -26672490.000000 Penalty: 6067.603027
	Iteration 127Q: 3 clusters Score -2.667249e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 201679 members 
Entering Unmasked Estep 
Score: -26672304.000000 Penalty: 6067.603027
	Iteration 128Q: 3 clusters Score -2.66723e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 201926 members 
Entering Unmasked Estep 
Score: -26672184.000000 Penalty: 6067.603027
	Iteration 129Q: 3 clusters Score -2.667218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 202157 members 
Entering Unmasked Estep 
Score: -26671994.000000 Penalty: 6067.603027
	Iteration 130Q: 3 clusters Score -2.667199e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 202355 members 
Entering Unmasked Estep 
Score: -26671888.000000 Penalty: 6067.603027
	Iteration 131Q: 3 clusters Score -2.667189e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 202523 members 
Entering Unmasked Estep 
Score: -26671850.000000 Penalty: 6067.603027
	Iteration 132Q: 3 clusters Score -2.667185e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 202668 members 
Entering Unmasked Estep 
Score: -26671736.000000 Penalty: 6067.603027
	Iteration 133Q: 3 clusters Score -2.667174e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 202801 members 
Entering Unmasked Estep 
Score: -26671732.000000 Penalty: 6067.603027
	Iteration 134Q: 3 clusters Score -2.667173e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -26671672.000000 Penalty: 6067.603027
	Iteration 135Q: 3 clusters Score -2.667167e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 203059 members 
Entering Unmasked Estep 
Score: -26671616.000000 Penalty: 6067.603027
	Iteration 136Q: 3 clusters Score -2.667162e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 203152 members 
Entering Unmasked Estep 
Score: -26671560.000000 Penalty: 6067.603027
	Iteration 137Q: 3 clusters Score -2.667156e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 203235 members 
Entering Unmasked Estep 
Score: -26671518.000000 Penalty: 6067.603027
	Iteration 138Q: 3 clusters Score -2.667152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 203297 members 
Entering Unmasked Estep 
Score: -26671450.000000 Penalty: 6067.603027
	Iteration 139Q: 3 clusters Score -2.667145e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 203352 members 
Entering Unmasked Estep 
Score: -26671392.000000 Penalty: 6067.603027
	Iteration 140F: 3 clusters Score -2.667139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 203401 members 
Entering Unmasked Estep 
Score: -26671356.000000 Penalty: 6067.603027
	Iteration 141Q: 3 clusters Score -2.667136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 203447 members 
Entering Unmasked Estep 
Score: -26671372.000000 Penalty: 6067.603027
	Iteration 142Q: 3 clusters Score -2.667137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 203484 members 
Entering Unmasked Estep 
Score: -26671370.000000 Penalty: 6067.603027
	Iteration 143Q: 3 clusters Score -2.667137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 203520 members 
Entering Unmasked Estep 
Score: -26671340.000000 Penalty: 6067.603027
	Iteration 144Q: 3 clusters Score -2.667134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 203560 members 
Entering Unmasked Estep 
Score: -26671276.000000 Penalty: 6067.603027
	Iteration 145Q: 3 clusters Score -2.667128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 203592 members 
Entering Unmasked Estep 
Score: -26671250.000000 Penalty: 6067.603027
	Iteration 146Q: 3 clusters Score -2.667125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 203622 members 
Entering Unmasked Estep 
Score: -26671226.000000 Penalty: 6067.603027
	Iteration 147Q: 3 clusters Score -2.667123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 203648 members 
Entering Unmasked Estep 
Score: -26671210.000000 Penalty: 6067.603027
	Iteration 148Q: 3 clusters Score -2.667121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 203677 members 
Entering Unmasked Estep 
Score: -26671172.000000 Penalty: 6067.603027
	Iteration 149Q: 3 clusters Score -2.667117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 203708 members 
Entering Unmasked Estep 
Score: -26671120.000000 Penalty: 6067.603027
	Iteration 150Q: 3 clusters Score -2.667112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 203737 members 
Entering Unmasked Estep 
Score: -26671114.000000 Penalty: 6067.603027
	Iteration 151Q: 3 clusters Score -2.667111e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 203758 members 
Entering Unmasked Estep 
Score: -26671106.000000 Penalty: 6067.603027
	Iteration 152Q: 3 clusters Score -2.667111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 203778 members 
Entering Unmasked Estep 
Score: -26671084.000000 Penalty: 6067.603027
	Iteration 153Q: 3 clusters Score -2.667108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 203794 members 
Entering Unmasked Estep 
Score: -26671080.000000 Penalty: 6067.603027
	Iteration 154Q: 3 clusters Score -2.667108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 203808 members 
Entering Unmasked Estep 
Score: -26671090.000000 Penalty: 6067.603027
	Iteration 155Q: 3 clusters Score -2.667109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 203819 members 
Entering Unmasked Estep 
Score: -26671082.000000 Penalty: 6067.603027
	Iteration 156Q: 3 clusters Score -2.667108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 203826 members 
Entering Unmasked Estep 
Score: -26671072.000000 Penalty: 6067.603027
	Iteration 157Q: 3 clusters Score -2.667107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 203834 members 
Entering Unmasked Estep 
Score: -26671060.000000 Penalty: 6067.603027
	Iteration 158Q: 3 clusters Score -2.667106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 203851 members 
Entering Unmasked Estep 
Score: -26671044.000000 Penalty: 6067.603027
	Iteration 159Q: 3 clusters Score -2.667104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 203861 members 
Entering Unmasked Estep 
Score: -26671052.000000 Penalty: 6067.603027
	Iteration 160F: 3 clusters Score -2.667105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 203872 members 
Entering Unmasked Estep 
Score: -26671030.000000 Penalty: 6067.603027
	Iteration 161Q: 3 clusters Score -2.667103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -26671042.000000 Penalty: 6067.603027
	Iteration 162Q: 3 clusters Score -2.667104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 203887 members 
Entering Unmasked Estep 
Score: -26671050.000000 Penalty: 6067.603027
	Iteration 163Q: 3 clusters Score -2.667105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -26671040.000000 Penalty: 6067.603027
	Iteration 164Q: 3 clusters Score -2.667104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 203921 members 
Entering Unmasked Estep 
Score: -26671038.000000 Penalty: 6067.603027
	Iteration 165Q: 3 clusters Score -2.667104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
Score: -26670976.000000 Penalty: 6067.603027
	Iteration 166Q: 3 clusters Score -2.667098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 203948 members 
Entering Unmasked Estep 
Score: -26670992.000000 Penalty: 6067.603027
	Iteration 167Q: 3 clusters Score -2.667099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 203961 members 
Entering Unmasked Estep 
Score: -26670966.000000 Penalty: 6067.603027
	Iteration 168Q: 3 clusters Score -2.667097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 203965 members 
Entering Unmasked Estep 
Score: -26670956.000000 Penalty: 6067.603027
	Iteration 169Q: 3 clusters Score -2.667096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 203973 members 
Entering Unmasked Estep 
Score: -26670960.000000 Penalty: 6067.603027
	Iteration 170Q: 3 clusters Score -2.667096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 203979 members 
Entering Unmasked Estep 
Score: -26670948.000000 Penalty: 6067.603027
	Iteration 171Q: 3 clusters Score -2.667095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 203983 members 
Entering Unmasked Estep 
Score: -26670962.000000 Penalty: 6067.603027
	Iteration 172Q: 3 clusters Score -2.667096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 203986 members 
Entering Unmasked Estep 
Score: -26670948.000000 Penalty: 6067.603027
	Iteration 173Q: 3 clusters Score -2.667095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 203991 members 
Entering Unmasked Estep 
Score: -26670938.000000 Penalty: 6067.603027
	Iteration 174Q: 3 clusters Score -2.667094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 204002 members 
Entering Unmasked Estep 
Score: -26670934.000000 Penalty: 6067.603027
	Iteration 175Q: 3 clusters Score -2.667093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 204012 members 
Entering Unmasked Estep 
Score: -26670930.000000 Penalty: 6067.603027
	Iteration 176Q: 3 clusters Score -2.667093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 204026 members 
Entering Unmasked Estep 
Score: -26670918.000000 Penalty: 6067.603027
	Iteration 177Q: 3 clusters Score -2.667092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 204039 members 
Entering Unmasked Estep 
Score: -26670902.000000 Penalty: 6067.603027
	Iteration 178Q: 3 clusters Score -2.66709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -26670936.000000 Penalty: 6067.603027
	Iteration 179Q: 3 clusters Score -2.667094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 204057 members 
Entering Unmasked Estep 
Score: -26670944.000000 Penalty: 6067.603027
	Iteration 180F: 3 clusters Score -2.667094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 204065 members 
Entering Unmasked Estep 
Score: -26670948.000000 Penalty: 6067.603027
	Iteration 181Q: 3 clusters Score -2.667095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -26670950.000000 Penalty: 6067.603027
	Iteration 182Q: 3 clusters Score -2.667095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 204070 members 
Entering Unmasked Estep 
Score: -26670950.000000 Penalty: 6067.603027
	Iteration 183Q: 3 clusters Score -2.667095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 204071 members 
Entering Unmasked Estep 
Score: -26670946.000000 Penalty: 6067.603027
	Iteration 184Q: 3 clusters Score -2.667095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 204071 members 
Entering Unmasked Estep 
Score: -26670946.000000 Penalty: 6067.603027
	Iteration 185F: 3 clusters Score -2.667095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Entering Unmasked Estep 
Score: -3822843.250000 Penalty: 2556.289307
	Iteration 0F: 2 clusters Score -3822843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3802278.000000 Penalty: 5112.578613
	Iteration 0F: 3 clusters Score -3802278 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3809792.500000 Penalty: 5112.578613
	Iteration 1F: 3 clusters Score -3809792 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3810697.500000 Penalty: 5112.578613
	Iteration 2F: 3 clusters Score -3810698 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3811636.250000 Penalty: 5112.578613
	Iteration 3F: 3 clusters Score -3811636 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3812565.500000 Penalty: 5112.578613
	Iteration 4F: 3 clusters Score -3812566 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3813446.000000 Penalty: 5112.578613
	Iteration 5F: 3 clusters Score -3813446 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3814420.250000 Penalty: 5112.578613
	Iteration 6F: 3 clusters Score -3814420 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3815522.500000 Penalty: 5112.578613
	Iteration 7F: 3 clusters Score -3815522 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3816645.500000 Penalty: 5112.578613
	Iteration 8F: 3 clusters Score -3816646 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3817622.750000 Penalty: 5112.578613
	Iteration 9F: 3 clusters Score -3817623 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3818395.500000 Penalty: 5112.578613
	Iteration 10Q: 3 clusters Score -3818396 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3818919.000000 Penalty: 5112.578613
	Iteration 11Q: 3 clusters Score -3818919 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3819290.500000 Penalty: 5112.578613
	Iteration 12Q: 3 clusters Score -3819290 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3819555.500000 Penalty: 5112.578613
	Iteration 13Q: 3 clusters Score -3819556 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3819764.000000 Penalty: 5112.578613
	Iteration 14Q: 3 clusters Score -3819764 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3819982.750000 Penalty: 5112.578613
	Iteration 15Q: 3 clusters Score -3819983 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3820170.250000 Penalty: 5112.578613
	Iteration 16Q: 3 clusters Score -3820170 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3820325.750000 Penalty: 5112.578613
	Iteration 17Q: 3 clusters Score -3820326 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3820444.500000 Penalty: 5112.578613
	Iteration 18Q: 3 clusters Score -3820444 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3820551.500000 Penalty: 5112.578613
	Iteration 19Q: 3 clusters Score -3820552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3820635.250000 Penalty: 5112.578613
	Iteration 20F: 3 clusters Score -3820635 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3820724.250000 Penalty: 5112.578613
	Iteration 21Q: 3 clusters Score -3820724 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3820817.250000 Penalty: 5112.578613
	Iteration 22Q: 3 clusters Score -3820817 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3820880.750000 Penalty: 5112.578613
	Iteration 23Q: 3 clusters Score -3820881 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3820929.000000 Penalty: 5112.578613
	Iteration 24Q: 3 clusters Score -3820929 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3820989.500000 Penalty: 5112.578613
	Iteration 25Q: 3 clusters Score -3820990 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3821062.000000 Penalty: 5112.578613
	Iteration 26Q: 3 clusters Score -3821062 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3821126.750000 Penalty: 5112.578613
	Iteration 27Q: 3 clusters Score -3821127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3821167.000000 Penalty: 5112.578613
	Iteration 28Q: 3 clusters Score -3821167 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3821223.250000 Penalty: 5112.578613
	Iteration 29Q: 3 clusters Score -3821223 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3821240.000000 Penalty: 5112.578613
	Iteration 30Q: 3 clusters Score -3821240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3821274.000000 Penalty: 5112.578613
	Iteration 31Q: 3 clusters Score -3821274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3821317.000000 Penalty: 5112.578613
	Iteration 32Q: 3 clusters Score -3821317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3821352.500000 Penalty: 5112.578613
	Iteration 33Q: 3 clusters Score -3821352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3821392.250000 Penalty: 5112.578613
	Iteration 34Q: 3 clusters Score -3821392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3821451.500000 Penalty: 5112.578613
	Iteration 35Q: 3 clusters Score -3821452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3821508.750000 Penalty: 5112.578613
	Iteration 36Q: 3 clusters Score -3821509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3821568.500000 Penalty: 5112.578613
	Iteration 37Q: 3 clusters Score -3821568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3821618.250000 Penalty: 5112.578613
	Iteration 38Q: 3 clusters Score -3821618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3821642.250000 Penalty: 5112.578613
	Iteration 39Q: 3 clusters Score -3821642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3821653.750000 Penalty: 5112.578613
	Iteration 40F: 3 clusters Score -3821654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3821665.500000 Penalty: 5112.578613
	Iteration 41Q: 3 clusters Score -3821666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3821671.500000 Penalty: 5112.578613
	Iteration 42Q: 3 clusters Score -3821672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3821674.000000 Penalty: 5112.578613
	Iteration 43Q: 3 clusters Score -3821674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3821677.750000 Penalty: 5112.578613
	Iteration 44Q: 3 clusters Score -3821678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3821678.750000 Penalty: 5112.578613
	Iteration 45Q: 3 clusters Score -3821679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3821673.750000 Penalty: 5112.578613
	Iteration 46Q: 3 clusters Score -3821674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3821677.250000 Penalty: 5112.578613
	Iteration 47Q: 3 clusters Score -3821677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3821682.000000 Penalty: 5112.578613
	Iteration 48Q: 3 clusters Score -3821682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3821685.000000 Penalty: 5112.578613
	Iteration 49Q: 3 clusters Score -3821685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3821681.750000 Penalty: 5112.578613
	Iteration 50Q: 3 clusters Score -3821682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3821688.250000 Penalty: 5112.578613
	Iteration 51Q: 3 clusters Score -3821688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3821693.000000 Penalty: 5112.578613
	Iteration 52Q: 3 clusters Score -3821693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3821691.750000 Penalty: 5112.578613
	Iteration 53Q: 3 clusters Score -3821692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3821689.000000 Penalty: 5112.578613
	Iteration 54Q: 3 clusters Score -3821689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3821690.500000 Penalty: 5112.578613
	Iteration 55Q: 3 clusters Score -3821690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3821694.000000 Penalty: 5112.578613
	Iteration 56Q: 3 clusters Score -3821694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3821692.250000 Penalty: 5112.578613
	Iteration 57Q: 3 clusters Score -3821692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3821692.250000 Penalty: 5112.578613
	Iteration 58F: 3 clusters Score -3821692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Entering Unmasked Estep 
Score: -7010361.000000 Penalty: 2713.847412
	Iteration 0F: 2 clusters Score -7010361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6972395.500000 Penalty: 5427.694824
	Iteration 0F: 3 clusters Score -6972396 nChanged 26250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6987486.000000 Penalty: 5427.694824
	Iteration 1F: 3 clusters Score -6987486 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6988661.500000 Penalty: 5427.694824
	Iteration 2Q: 3 clusters Score -6988662 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6989899.500000 Penalty: 5427.694824
	Iteration 3F: 3 clusters Score -6989900 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -6991201.500000 Penalty: 5427.694824
	Iteration 4F: 3 clusters Score -6991202 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6992680.000000 Penalty: 5427.694824
	Iteration 5F: 3 clusters Score -6992680 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -6994730.000000 Penalty: 5427.694824
	Iteration 6F: 3 clusters Score -6994730 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -6997611.000000 Penalty: 5427.694824
	Iteration 7F: 3 clusters Score -6997611 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -7001046.000000 Penalty: 5427.694824
	Iteration 8F: 3 clusters Score -7001046 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -7004368.000000 Penalty: 5427.694824
	Iteration 9F: 3 clusters Score -7004368 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7006876.000000 Penalty: 5427.694824
	Iteration 10F: 3 clusters Score -7006876 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7008428.500000 Penalty: 5427.694824
	Iteration 11Q: 3 clusters Score -7008428 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7009313.500000 Penalty: 5427.694824
	Iteration 12Q: 3 clusters Score -7009314 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7009734.000000 Penalty: 5427.694824
	Iteration 13Q: 3 clusters Score -7009734 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7009909.500000 Penalty: 5427.694824
	Iteration 14Q: 3 clusters Score -7009910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7009991.000000 Penalty: 5427.694824
	Iteration 15Q: 3 clusters Score -7009991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7010040.500000 Penalty: 5427.694824
	Iteration 16Q: 3 clusters Score -7010040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7010085.000000 Penalty: 5427.694824
	Iteration 17Q: 3 clusters Score -7010085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7010098.500000 Penalty: 5427.694824
	Iteration 18Q: 3 clusters Score -7010098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7010106.500000 Penalty: 5427.694824
	Iteration 19Q: 3 clusters Score -7010106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7010122.000000 Penalty: 5427.694824
	Iteration 20F: 3 clusters Score -7010122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7010131.500000 Penalty: 5427.694824
	Iteration 21Q: 3 clusters Score -7010132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7010138.500000 Penalty: 5427.694824
	Iteration 22Q: 3 clusters Score -7010138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7010152.000000 Penalty: 5427.694824
	Iteration 23Q: 3 clusters Score -7010152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7010154.500000 Penalty: 5427.694824
	Iteration 24Q: 3 clusters Score -7010154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7010156.000000 Penalty: 5427.694824
	Iteration 25Q: 3 clusters Score -7010156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7010163.000000 Penalty: 5427.694824
	Iteration 26Q: 3 clusters Score -7010163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7010168.500000 Penalty: 5427.694824
	Iteration 27Q: 3 clusters Score -7010168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7010164.500000 Penalty: 5427.694824
	Iteration 28Q: 3 clusters Score -7010164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7010157.000000 Penalty: 5427.694824
	Iteration 29Q: 3 clusters Score -7010157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7010163.000000 Penalty: 5427.694824
	Iteration 30Q: 3 clusters Score -7010163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7010163.000000 Penalty: 5427.694824
	Iteration 31Q: 3 clusters Score -7010163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7010162.500000 Penalty: 5427.694824
	Iteration 32Q: 3 clusters Score -7010162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7010167.500000 Penalty: 5427.694824
	Iteration 33Q: 3 clusters Score -7010168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7010160.500000 Penalty: 5427.694824
	Iteration 34Q: 3 clusters Score -7010160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7010159.000000 Penalty: 5427.694824
	Iteration 35Q: 3 clusters Score -7010159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7010163.000000 Penalty: 5427.694824
	Iteration 36Q: 3 clusters Score -7010163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7010169.000000 Penalty: 5427.694824
	Iteration 37Q: 3 clusters Score -7010169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7010162.000000 Penalty: 5427.694824
	Iteration 38Q: 3 clusters Score -7010162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7010162.000000 Penalty: 5427.694824
	Iteration 39F: 3 clusters Score -7010162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178211 members 
Entering Unmasked Estep 
Score: -22882910.000000 Penalty: 2998.499268
	Iteration 0F: 2 clusters Score -2.288291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -22764916.000000 Penalty: 5996.998535
	Iteration 0F: 3 clusters Score -2.276492e+07 nChanged 85528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -22814720.000000 Penalty: 5996.998535
	Iteration 1F: 3 clusters Score -2.281472e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -22816932.000000 Penalty: 5996.998535
	Iteration 2Q: 3 clusters Score -2.281693e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -22820408.000000 Penalty: 5996.998535
	Iteration 3Q: 3 clusters Score -2.282041e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -22824876.000000 Penalty: 5996.998535
	Iteration 4Q: 3 clusters Score -2.282488e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -22831060.000000 Penalty: 5996.998535
	Iteration 5F: 3 clusters Score -2.283106e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -22838764.000000 Penalty: 5996.998535
	Iteration 6F: 3 clusters Score -2.283876e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -22847352.000000 Penalty: 5996.998535
	Iteration 7F: 3 clusters Score -2.284735e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -22856848.000000 Penalty: 5996.998535
	Iteration 8F: 3 clusters Score -2.285685e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -22864284.000000 Penalty: 5996.998535
	Iteration 9F: 3 clusters Score -2.286428e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -22868268.000000 Penalty: 5996.998535
	Iteration 10Q: 3 clusters Score -2.286827e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -22870712.000000 Penalty: 5996.998535
	Iteration 11Q: 3 clusters Score -2.287071e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -22872314.000000 Penalty: 5996.998535
	Iteration 12Q: 3 clusters Score -2.287231e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -22873594.000000 Penalty: 5996.998535
	Iteration 13Q: 3 clusters Score -2.287359e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -22874470.000000 Penalty: 5996.998535
	Iteration 14Q: 3 clusters Score -2.287447e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -22875134.000000 Penalty: 5996.998535
	Iteration 15Q: 3 clusters Score -2.287513e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -22875824.000000 Penalty: 5996.998535
	Iteration 16Q: 3 clusters Score -2.287582e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -22876384.000000 Penalty: 5996.998535
	Iteration 17Q: 3 clusters Score -2.287638e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -22876802.000000 Penalty: 5996.998535
	Iteration 18Q: 3 clusters Score -2.28768e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -22877356.000000 Penalty: 5996.998535
	Iteration 19Q: 3 clusters Score -2.287736e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -22877590.000000 Penalty: 5996.998535
	Iteration 20F: 3 clusters Score -2.287759e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -22877874.000000 Penalty: 5996.998535
	Iteration 21Q: 3 clusters Score -2.287787e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -22878096.000000 Penalty: 5996.998535
	Iteration 22Q: 3 clusters Score -2.28781e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -22878452.000000 Penalty: 5996.998535
	Iteration 23Q: 3 clusters Score -2.287845e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -22878686.000000 Penalty: 5996.998535
	Iteration 24Q: 3 clusters Score -2.287869e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -22878952.000000 Penalty: 5996.998535
	Iteration 25Q: 3 clusters Score -2.287895e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -22879226.000000 Penalty: 5996.998535
	Iteration 26Q: 3 clusters Score -2.287923e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -22879530.000000 Penalty: 5996.998535
	Iteration 27Q: 3 clusters Score -2.287953e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -22879754.000000 Penalty: 5996.998535
	Iteration 28Q: 3 clusters Score -2.287975e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142803 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -22880026.000000 Penalty: 5996.998535
	Iteration 29Q: 3 clusters Score -2.288003e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -22880242.000000 Penalty: 5996.998535
	Iteration 30Q: 3 clusters Score -2.288024e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145459 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -22880532.000000 Penalty: 5996.998535
	Iteration 31Q: 3 clusters Score -2.288053e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -22880752.000000 Penalty: 5996.998535
	Iteration 32Q: 3 clusters Score -2.288075e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -22880950.000000 Penalty: 5996.998535
	Iteration 33Q: 3 clusters Score -2.288095e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -22881170.000000 Penalty: 5996.998535
	Iteration 34Q: 3 clusters Score -2.288117e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -22881406.000000 Penalty: 5996.998535
	Iteration 35Q: 3 clusters Score -2.288141e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -22881590.000000 Penalty: 5996.998535
	Iteration 36Q: 3 clusters Score -2.288159e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -22881818.000000 Penalty: 5996.998535
	Iteration 37Q: 3 clusters Score -2.288182e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -22882072.000000 Penalty: 5996.998535
	Iteration 38Q: 3 clusters Score -2.288207e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -22882276.000000 Penalty: 5996.998535
	Iteration 39Q: 3 clusters Score -2.288228e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -22882460.000000 Penalty: 5996.998535
	Iteration 40F: 3 clusters Score -2.288246e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -22882582.000000 Penalty: 5996.998535
	Iteration 41Q: 3 clusters Score -2.288258e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -22882784.000000 Penalty: 5996.998535
	Iteration 42Q: 3 clusters Score -2.288278e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157860 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -22883070.000000 Penalty: 5996.998535
	Iteration 43Q: 3 clusters Score -2.288307e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158839 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -22883262.000000 Penalty: 5996.998535
	Iteration 44Q: 3 clusters Score -2.288326e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -22883390.000000 Penalty: 5996.998535
	Iteration 45Q: 3 clusters Score -2.288339e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -22883454.000000 Penalty: 5996.998535
	Iteration 46Q: 3 clusters Score -2.288345e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -22883578.000000 Penalty: 5996.998535
	Iteration 47Q: 3 clusters Score -2.288358e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162380 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -22883598.000000 Penalty: 5996.998535
	Iteration 48Q: 3 clusters Score -2.28836e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -22883668.000000 Penalty: 5996.998535
	Iteration 49Q: 3 clusters Score -2.288367e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -22883764.000000 Penalty: 5996.998535
	Iteration 50Q: 3 clusters Score -2.288376e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164651 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -22883926.000000 Penalty: 5996.998535
	Iteration 51Q: 3 clusters Score -2.288393e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -22883956.000000 Penalty: 5996.998535
	Iteration 52Q: 3 clusters Score -2.288396e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -22884090.000000 Penalty: 5996.998535
	Iteration 53Q: 3 clusters Score -2.288409e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -22884128.000000 Penalty: 5996.998535
	Iteration 54Q: 3 clusters Score -2.288413e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -22884190.000000 Penalty: 5996.998535
	Iteration 55Q: 3 clusters Score -2.288419e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -22884232.000000 Penalty: 5996.998535
	Iteration 56Q: 3 clusters Score -2.288423e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -22884210.000000 Penalty: 5996.998535
	Iteration 57Q: 3 clusters Score -2.288421e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -22884268.000000 Penalty: 5996.998535
	Iteration 58Q: 3 clusters Score -2.288427e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -22884236.000000 Penalty: 5996.998535
	Iteration 59Q: 3 clusters Score -2.288424e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -22884214.000000 Penalty: 5996.998535
	Iteration 60F: 3 clusters Score -2.288421e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -22884202.000000 Penalty: 5996.998535
	Iteration 61Q: 3 clusters Score -2.28842e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -22884188.000000 Penalty: 5996.998535
	Iteration 62Q: 3 clusters Score -2.288419e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -22884142.000000 Penalty: 5996.998535
	Iteration 63Q: 3 clusters Score -2.288414e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -22884080.000000 Penalty: 5996.998535
	Iteration 64Q: 3 clusters Score -2.288408e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -22884038.000000 Penalty: 5996.998535
	Iteration 65Q: 3 clusters Score -2.288404e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -22884038.000000 Penalty: 5996.998535
	Iteration 66Q: 3 clusters Score -2.288404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -22884098.000000 Penalty: 5996.998535
	Iteration 67Q: 3 clusters Score -2.28841e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -22884050.000000 Penalty: 5996.998535
	Iteration 68Q: 3 clusters Score -2.288405e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170707 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -22884120.000000 Penalty: 5996.998535
	Iteration 69Q: 3 clusters Score -2.288412e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -22884126.000000 Penalty: 5996.998535
	Iteration 70Q: 3 clusters Score -2.288413e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -22884116.000000 Penalty: 5996.998535
	Iteration 71Q: 3 clusters Score -2.288412e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -22884120.000000 Penalty: 5996.998535
	Iteration 72Q: 3 clusters Score -2.288412e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -22884112.000000 Penalty: 5996.998535
	Iteration 73Q: 3 clusters Score -2.288411e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -22884076.000000 Penalty: 5996.998535
	Iteration 74Q: 3 clusters Score -2.288408e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -22884092.000000 Penalty: 5996.998535
	Iteration 75Q: 3 clusters Score -2.288409e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -22884068.000000 Penalty: 5996.998535
	Iteration 76Q: 3 clusters Score -2.288407e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -22884060.000000 Penalty: 5996.998535
	Iteration 77Q: 3 clusters Score -2.288406e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -22884032.000000 Penalty: 5996.998535
	Iteration 78Q: 3 clusters Score -2.288403e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171863 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -22884058.000000 Penalty: 5996.998535
	Iteration 79Q: 3 clusters Score -2.288406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171929 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -22884042.000000 Penalty: 5996.998535
	Iteration 80F: 3 clusters Score -2.288404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -22884062.000000 Penalty: 5996.998535
	Iteration 81Q: 3 clusters Score -2.288406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172050 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -22884054.000000 Penalty: 5996.998535
	Iteration 82Q: 3 clusters Score -2.288405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172115 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -22884080.000000 Penalty: 5996.998535
	Iteration 83Q: 3 clusters Score -2.288408e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -22884074.000000 Penalty: 5996.998535
	Iteration 84Q: 3 clusters Score -2.288407e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -22884072.000000 Penalty: 5996.998535
	Iteration 85Q: 3 clusters Score -2.288407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22884092.000000 Penalty: 5996.998535
	Iteration 86Q: 3 clusters Score -2.288409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -22884084.000000 Penalty: 5996.998535
	Iteration 87Q: 3 clusters Score -2.288408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -22884074.000000 Penalty: 5996.998535
	Iteration 88Q: 3 clusters Score -2.288407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -22884084.000000 Penalty: 5996.998535
	Iteration 89Q: 3 clusters Score -2.288408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -22884078.000000 Penalty: 5996.998535
	Iteration 90Q: 3 clusters Score -2.288408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -22884094.000000 Penalty: 5996.998535
	Iteration 91Q: 3 clusters Score -2.288409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -22884088.000000 Penalty: 5996.998535
	Iteration 92Q: 3 clusters Score -2.288409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -22884060.000000 Penalty: 5996.998535
	Iteration 93Q: 3 clusters Score -2.288406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -22884066.000000 Penalty: 5996.998535
	Iteration 94Q: 3 clusters Score -2.288407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -22884064.000000 Penalty: 5996.998535
	Iteration 95Q: 3 clusters Score -2.288406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -22884048.000000 Penalty: 5996.998535
	Iteration 96Q: 3 clusters Score -2.288405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -22884074.000000 Penalty: 5996.998535
	Iteration 97Q: 3 clusters Score -2.288407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -22884062.000000 Penalty: 5996.998535
	Iteration 98Q: 3 clusters Score -2.288406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -22884066.000000 Penalty: 5996.998535
	Iteration 99Q: 3 clusters Score -2.288407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -22884058.000000 Penalty: 5996.998535
	Iteration 100F: 3 clusters Score -2.288406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172672 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -22884056.000000 Penalty: 5996.998535
	Iteration 101Q: 3 clusters Score -2.288406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -22884050.000000 Penalty: 5996.998535
	Iteration 102Q: 3 clusters Score -2.288405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172691 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -22884050.000000 Penalty: 5996.998535
	Iteration 103Q: 3 clusters Score -2.288405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -22884054.000000 Penalty: 5996.998535
	Iteration 104Q: 3 clusters Score -2.288405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -22884056.000000 Penalty: 5996.998535
	Iteration 105Q: 3 clusters Score -2.288406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -22884044.000000 Penalty: 5996.998535
	Iteration 106Q: 3 clusters Score -2.288404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22884044.000000 Penalty: 5996.998535
	Iteration 107Q: 3 clusters Score -2.288404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172711 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -22884044.000000 Penalty: 5996.998535
	Iteration 108Q: 3 clusters Score -2.288404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -22884054.000000 Penalty: 5996.998535
	Iteration 109Q: 3 clusters Score -2.288405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -22884044.000000 Penalty: 5996.998535
	Iteration 110Q: 3 clusters Score -2.288404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -22884050.000000 Penalty: 5996.998535
	Iteration 111Q: 3 clusters Score -2.288405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172724 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -22884040.000000 Penalty: 5996.998535
	Iteration 112Q: 3 clusters Score -2.288404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22884030.000000 Penalty: 5996.998535
	Iteration 113Q: 3 clusters Score -2.288403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -22884048.000000 Penalty: 5996.998535
	Iteration 114Q: 3 clusters Score -2.288405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -22884038.000000 Penalty: 5996.998535
	Iteration 115Q: 3 clusters Score -2.288404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172731 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -22884046.000000 Penalty: 5996.998535
	Iteration 116Q: 3 clusters Score -2.288405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172733 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -22884044.000000 Penalty: 5996.998535
	Iteration 117Q: 3 clusters Score -2.288404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -22884048.000000 Penalty: 5996.998535
	Iteration 118Q: 3 clusters Score -2.288405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -22884040.000000 Penalty: 5996.998535
	Iteration 119Q: 3 clusters Score -2.288404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -22884040.000000 Penalty: 5996.998535
	Iteration 120F: 3 clusters Score -2.288404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 205473 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 172738 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132318 members 
Mstep: Class 8 contains 198879 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48233 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
Score: -166407328.000000 Penalty: 76877.992188
Splitting cluster 5 changes total score from -166407360.000000 to -166407328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34375.218750 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34375.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34609.148438 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34609.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34697.117188 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34697.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34762.382812 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34762.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34798.792969 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34798.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34834.718750 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34834.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34872.050781 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34872.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34880.226562 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34880.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34882.945312 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34882.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34892.968750 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34892.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34899.894531 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -34899.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34905.074219 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -34905.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34909.597656 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -34909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34909.597656 Penalty: 2926.349121
	Iteration 13F: 3 clusters Score -34909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132318 members 
Entering Unmasked Estep 
Score: -17157362.000000 Penalty: 2924.654785
	Iteration 0F: 2 clusters Score -1.715736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -17069492.000000 Penalty: 5849.309570
	Iteration 0F: 3 clusters Score -1.706949e+07 nChanged 63171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -17106272.000000 Penalty: 5849.309570
	Iteration 1F: 3 clusters Score -1.710627e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -17107492.000000 Penalty: 5849.309570
	Iteration 2Q: 3 clusters Score -1.710749e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -17109140.000000 Penalty: 5849.309570
	Iteration 3Q: 3 clusters Score -1.710914e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -17111660.000000 Penalty: 5849.309570
	Iteration 4Q: 3 clusters Score -1.711166e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -17115320.000000 Penalty: 5849.309570
	Iteration 5Q: 3 clusters Score -1.711532e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -17120832.000000 Penalty: 5849.309570
	Iteration 6F: 3 clusters Score -1.712083e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -17127614.000000 Penalty: 5849.309570
	Iteration 7F: 3 clusters Score -1.712761e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -17134494.000000 Penalty: 5849.309570
	Iteration 8F: 3 clusters Score -1.713449e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -17138576.000000 Penalty: 5849.309570
	Iteration 9F: 3 clusters Score -1.713858e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -17140378.000000 Penalty: 5849.309570
	Iteration 10Q: 3 clusters Score -1.714038e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -17141214.000000 Penalty: 5849.309570
	Iteration 11Q: 3 clusters Score -1.714121e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -17141710.000000 Penalty: 5849.309570
	Iteration 12Q: 3 clusters Score -1.714171e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -17142242.000000 Penalty: 5849.309570
	Iteration 13Q: 3 clusters Score -1.714224e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -17142738.000000 Penalty: 5849.309570
	Iteration 14Q: 3 clusters Score -1.714274e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -17143164.000000 Penalty: 5849.309570
	Iteration 15Q: 3 clusters Score -1.714316e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -17143710.000000 Penalty: 5849.309570
	Iteration 16Q: 3 clusters Score -1.714371e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -17144130.000000 Penalty: 5849.309570
	Iteration 17Q: 3 clusters Score -1.714413e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -17144504.000000 Penalty: 5849.309570
	Iteration 18Q: 3 clusters Score -1.71445e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -17144848.000000 Penalty: 5849.309570
	Iteration 19Q: 3 clusters Score -1.714485e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -17145198.000000 Penalty: 5849.309570
	Iteration 20F: 3 clusters Score -1.71452e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -17145444.000000 Penalty: 5849.309570
	Iteration 21Q: 3 clusters Score -1.714544e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -17145714.000000 Penalty: 5849.309570
	Iteration 22Q: 3 clusters Score -1.714571e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -17146078.000000 Penalty: 5849.309570
	Iteration 23Q: 3 clusters Score -1.714608e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -17146504.000000 Penalty: 5849.309570
	Iteration 24Q: 3 clusters Score -1.71465e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -17146934.000000 Penalty: 5849.309570
	Iteration 25Q: 3 clusters Score -1.714693e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -17147332.000000 Penalty: 5849.309570
	Iteration 26Q: 3 clusters Score -1.714733e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -17147804.000000 Penalty: 5849.309570
	Iteration 27Q: 3 clusters Score -1.71478e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -17148156.000000 Penalty: 5849.309570
	Iteration 28Q: 3 clusters Score -1.714816e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -17148560.000000 Penalty: 5849.309570
	Iteration 29Q: 3 clusters Score -1.714856e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -17148844.000000 Penalty: 5849.309570
	Iteration 30Q: 3 clusters Score -1.714884e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -17149204.000000 Penalty: 5849.309570
	Iteration 31Q: 3 clusters Score -1.71492e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -17149576.000000 Penalty: 5849.309570
	Iteration 32Q: 3 clusters Score -1.714958e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -17149914.000000 Penalty: 5849.309570
	Iteration 33Q: 3 clusters Score -1.714991e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -17150224.000000 Penalty: 5849.309570
	Iteration 34Q: 3 clusters Score -1.715022e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -17150542.000000 Penalty: 5849.309570
	Iteration 35Q: 3 clusters Score -1.715054e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -17150838.000000 Penalty: 5849.309570
	Iteration 36Q: 3 clusters Score -1.715084e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -17151236.000000 Penalty: 5849.309570
	Iteration 37Q: 3 clusters Score -1.715124e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -17151504.000000 Penalty: 5849.309570
	Iteration 38Q: 3 clusters Score -1.71515e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -17151854.000000 Penalty: 5849.309570
	Iteration 39Q: 3 clusters Score -1.715185e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -17152238.000000 Penalty: 5849.309570
	Iteration 40F: 3 clusters Score -1.715224e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -17152594.000000 Penalty: 5849.309570
	Iteration 41Q: 3 clusters Score -1.715259e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -17152938.000000 Penalty: 5849.309570
	Iteration 42Q: 3 clusters Score -1.715294e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -17153288.000000 Penalty: 5849.309570
	Iteration 43Q: 3 clusters Score -1.715329e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121830 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -17153568.000000 Penalty: 5849.309570
	Iteration 44Q: 3 clusters Score -1.715357e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -17153744.000000 Penalty: 5849.309570
	Iteration 45Q: 3 clusters Score -1.715374e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -17153878.000000 Penalty: 5849.309570
	Iteration 46Q: 3 clusters Score -1.715388e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -17154024.000000 Penalty: 5849.309570
	Iteration 47Q: 3 clusters Score -1.715402e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -17154222.000000 Penalty: 5849.309570
	Iteration 48Q: 3 clusters Score -1.715422e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -17154352.000000 Penalty: 5849.309570
	Iteration 49Q: 3 clusters Score -1.715435e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -17154426.000000 Penalty: 5849.309570
	Iteration 50Q: 3 clusters Score -1.715443e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -17154600.000000 Penalty: 5849.309570
	Iteration 51Q: 3 clusters Score -1.71546e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -17154648.000000 Penalty: 5849.309570
	Iteration 52Q: 3 clusters Score -1.715465e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -17154742.000000 Penalty: 5849.309570
	Iteration 53Q: 3 clusters Score -1.715474e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -17154830.000000 Penalty: 5849.309570
	Iteration 54Q: 3 clusters Score -1.715483e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127899 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -17154886.000000 Penalty: 5849.309570
	Iteration 55Q: 3 clusters Score -1.715489e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128166 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -17154934.000000 Penalty: 5849.309570
	Iteration 56Q: 3 clusters Score -1.715493e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -17154944.000000 Penalty: 5849.309570
	Iteration 57Q: 3 clusters Score -1.715494e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128611 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -17154986.000000 Penalty: 5849.309570
	Iteration 58Q: 3 clusters Score -1.715499e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -17155010.000000 Penalty: 5849.309570
	Iteration 59Q: 3 clusters Score -1.715501e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -17155018.000000 Penalty: 5849.309570
	Iteration 60F: 3 clusters Score -1.715502e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -17155052.000000 Penalty: 5849.309570
	Iteration 61Q: 3 clusters Score -1.715505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17155070.000000 Penalty: 5849.309570
	Iteration 62Q: 3 clusters Score -1.715507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -17155096.000000 Penalty: 5849.309570
	Iteration 63Q: 3 clusters Score -1.71551e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -17155140.000000 Penalty: 5849.309570
	Iteration 64Q: 3 clusters Score -1.715514e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -17155164.000000 Penalty: 5849.309570
	Iteration 65Q: 3 clusters Score -1.715516e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17155218.000000 Penalty: 5849.309570
	Iteration 66Q: 3 clusters Score -1.715522e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -17155226.000000 Penalty: 5849.309570
	Iteration 67Q: 3 clusters Score -1.715523e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -17155240.000000 Penalty: 5849.309570
	Iteration 68Q: 3 clusters Score -1.715524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129866 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17155244.000000 Penalty: 5849.309570
	Iteration 69Q: 3 clusters Score -1.715524e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129929 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -17155254.000000 Penalty: 5849.309570
	Iteration 70Q: 3 clusters Score -1.715525e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -17155248.000000 Penalty: 5849.309570
	Iteration 71Q: 3 clusters Score -1.715525e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -17155260.000000 Penalty: 5849.309570
	Iteration 72Q: 3 clusters Score -1.715526e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -17155256.000000 Penalty: 5849.309570
	Iteration 73Q: 3 clusters Score -1.715526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17155256.000000 Penalty: 5849.309570
	Iteration 74Q: 3 clusters Score -1.715526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -17155242.000000 Penalty: 5849.309570
	Iteration 75Q: 3 clusters Score -1.715524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -17155250.000000 Penalty: 5849.309570
	Iteration 76Q: 3 clusters Score -1.715525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17155246.000000 Penalty: 5849.309570
	Iteration 77Q: 3 clusters Score -1.715525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17155248.000000 Penalty: 5849.309570
	Iteration 78Q: 3 clusters Score -1.715525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17155268.000000 Penalty: 5849.309570
	Iteration 79Q: 3 clusters Score -1.715527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -17155254.000000 Penalty: 5849.309570
	Iteration 80F: 3 clusters Score -1.715525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17155260.000000 Penalty: 5849.309570
	Iteration 81Q: 3 clusters Score -1.715526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17155270.000000 Penalty: 5849.309570
	Iteration 82Q: 3 clusters Score -1.715527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -17155276.000000 Penalty: 5849.309570
	Iteration 83Q: 3 clusters Score -1.715528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17155282.000000 Penalty: 5849.309570
	Iteration 84Q: 3 clusters Score -1.715528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130178 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17155284.000000 Penalty: 5849.309570
	Iteration 85Q: 3 clusters Score -1.715528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130187 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17155280.000000 Penalty: 5849.309570
	Iteration 86Q: 3 clusters Score -1.715528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130190 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17155278.000000 Penalty: 5849.309570
	Iteration 87Q: 3 clusters Score -1.715528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -17155266.000000 Penalty: 5849.309570
	Iteration 88Q: 3 clusters Score -1.715527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -17155280.000000 Penalty: 5849.309570
	Iteration 89Q: 3 clusters Score -1.715528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17155288.000000 Penalty: 5849.309570
	Iteration 90Q: 3 clusters Score -1.715529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130212 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17155294.000000 Penalty: 5849.309570
	Iteration 91Q: 3 clusters Score -1.715529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17155306.000000 Penalty: 5849.309570
	Iteration 92Q: 3 clusters Score -1.715531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17155306.000000 Penalty: 5849.309570
	Iteration 93F: 3 clusters Score -1.715531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (198879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198879 members 
Entering Unmasked Estep 
Score: -25764264.000000 Penalty: 3025.712158
	Iteration 0F: 2 clusters Score -2.576426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -25635932.000000 Penalty: 6051.424316
	Iteration 0F: 3 clusters Score -2.563593e+07 nChanged 95791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -25691572.000000 Penalty: 6051.424316
	Iteration 1F: 3 clusters Score -2.569157e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -25692326.000000 Penalty: 6051.424316
	Iteration 2Q: 3 clusters Score -2.569233e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -25693382.000000 Penalty: 6051.424316
	Iteration 3Q: 3 clusters Score -2.569338e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -25694552.000000 Penalty: 6051.424316
	Iteration 4Q: 3 clusters Score -2.569455e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -25696152.000000 Penalty: 6051.424316
	Iteration 5Q: 3 clusters Score -2.569615e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -25698026.000000 Penalty: 6051.424316
	Iteration 6Q: 3 clusters Score -2.569803e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -25701302.000000 Penalty: 6051.424316
	Iteration 7Q: 3 clusters Score -2.57013e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -25706588.000000 Penalty: 6051.424316
	Iteration 8Q: 3 clusters Score -2.570659e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -25714780.000000 Penalty: 6051.424316
	Iteration 9F: 3 clusters Score -2.571478e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -25725024.000000 Penalty: 6051.424316
	Iteration 10F: 3 clusters Score -2.572502e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -25734620.000000 Penalty: 6051.424316
	Iteration 11F: 3 clusters Score -2.573462e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -25741698.000000 Penalty: 6051.424316
	Iteration 12Q: 3 clusters Score -2.57417e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -25747020.000000 Penalty: 6051.424316
	Iteration 13Q: 3 clusters Score -2.574702e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -25750396.000000 Penalty: 6051.424316
	Iteration 14Q: 3 clusters Score -2.57504e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -25752394.000000 Penalty: 6051.424316
	Iteration 15Q: 3 clusters Score -2.575239e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -25753954.000000 Penalty: 6051.424316
	Iteration 16Q: 3 clusters Score -2.575395e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 181519 members 
Entering Unmasked Estep 
Score: -25755136.000000 Penalty: 6051.424316
	Iteration 17Q: 3 clusters Score -2.575514e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -25756164.000000 Penalty: 6051.424316
	Iteration 18Q: 3 clusters Score -2.575616e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 185882 members 
Entering Unmasked Estep 
Score: -25757080.000000 Penalty: 6051.424316
	Iteration 19Q: 3 clusters Score -2.575708e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 187698 members 
Entering Unmasked Estep 
Score: -25757954.000000 Penalty: 6051.424316
	Iteration 20F: 3 clusters Score -2.575795e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 189270 members 
Entering Unmasked Estep 
Score: -25758704.000000 Penalty: 6051.424316
	Iteration 21Q: 3 clusters Score -2.57587e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -25759406.000000 Penalty: 6051.424316
	Iteration 22Q: 3 clusters Score -2.575941e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 191768 members 
Entering Unmasked Estep 
Score: -25759758.000000 Penalty: 6051.424316
	Iteration 23Q: 3 clusters Score -2.575976e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 192763 members 
Entering Unmasked Estep 
Score: -25760084.000000 Penalty: 6051.424316
	Iteration 24Q: 3 clusters Score -2.576008e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -25760436.000000 Penalty: 6051.424316
	Iteration 25Q: 3 clusters Score -2.576044e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 194344 members 
Entering Unmasked Estep 
Score: -25760704.000000 Penalty: 6051.424316
	Iteration 26Q: 3 clusters Score -2.57607e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 194957 members 
Entering Unmasked Estep 
Score: -25760958.000000 Penalty: 6051.424316
	Iteration 27Q: 3 clusters Score -2.576096e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 195433 members 
Entering Unmasked Estep 
Score: -25761092.000000 Penalty: 6051.424316
	Iteration 28Q: 3 clusters Score -2.576109e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 195846 members 
Entering Unmasked Estep 
Score: -25761306.000000 Penalty: 6051.424316
	Iteration 29Q: 3 clusters Score -2.576131e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 196147 members 
Entering Unmasked Estep 
Score: -25761326.000000 Penalty: 6051.424316
	Iteration 30Q: 3 clusters Score -2.576133e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 196395 members 
Entering Unmasked Estep 
Score: -25761408.000000 Penalty: 6051.424316
	Iteration 31Q: 3 clusters Score -2.576141e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 196596 members 
Entering Unmasked Estep 
Score: -25761488.000000 Penalty: 6051.424316
	Iteration 32Q: 3 clusters Score -2.576149e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 196788 members 
Entering Unmasked Estep 
Score: -25761534.000000 Penalty: 6051.424316
	Iteration 33Q: 3 clusters Score -2.576153e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 196931 members 
Entering Unmasked Estep 
Score: -25761536.000000 Penalty: 6051.424316
	Iteration 34Q: 3 clusters Score -2.576154e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 197061 members 
Entering Unmasked Estep 
Score: -25761550.000000 Penalty: 6051.424316
	Iteration 35Q: 3 clusters Score -2.576155e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -25761600.000000 Penalty: 6051.424316
	Iteration 36Q: 3 clusters Score -2.57616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 197232 members 
Entering Unmasked Estep 
Score: -25761608.000000 Penalty: 6051.424316
	Iteration 37Q: 3 clusters Score -2.576161e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 197299 members 
Entering Unmasked Estep 
Score: -25761682.000000 Penalty: 6051.424316
	Iteration 38Q: 3 clusters Score -2.576168e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 197362 members 
Entering Unmasked Estep 
Score: -25761724.000000 Penalty: 6051.424316
	Iteration 39Q: 3 clusters Score -2.576172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 197403 members 
Entering Unmasked Estep 
Score: -25761762.000000 Penalty: 6051.424316
	Iteration 40F: 3 clusters Score -2.576176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 197437 members 
Entering Unmasked Estep 
Score: -25761808.000000 Penalty: 6051.424316
	Iteration 41Q: 3 clusters Score -2.576181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 197466 members 
Entering Unmasked Estep 
Score: -25761802.000000 Penalty: 6051.424316
	Iteration 42Q: 3 clusters Score -2.57618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -25761816.000000 Penalty: 6051.424316
	Iteration 43Q: 3 clusters Score -2.576182e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 197541 members 
Entering Unmasked Estep 
Score: -25761802.000000 Penalty: 6051.424316
	Iteration 44Q: 3 clusters Score -2.57618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 197565 members 
Entering Unmasked Estep 
Score: -25761800.000000 Penalty: 6051.424316
	Iteration 45Q: 3 clusters Score -2.57618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 197583 members 
Entering Unmasked Estep 
Score: -25761792.000000 Penalty: 6051.424316
	Iteration 46Q: 3 clusters Score -2.576179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 197602 members 
Entering Unmasked Estep 
Score: -25761796.000000 Penalty: 6051.424316
	Iteration 47Q: 3 clusters Score -2.57618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 197626 members 
Entering Unmasked Estep 
Score: -25761808.000000 Penalty: 6051.424316
	Iteration 48Q: 3 clusters Score -2.576181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 197642 members 
Entering Unmasked Estep 
Score: -25761814.000000 Penalty: 6051.424316
	Iteration 49Q: 3 clusters Score -2.576181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 197657 members 
Entering Unmasked Estep 
Score: -25761816.000000 Penalty: 6051.424316
	Iteration 50Q: 3 clusters Score -2.576182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 197669 members 
Entering Unmasked Estep 
Score: -25761800.000000 Penalty: 6051.424316
	Iteration 51Q: 3 clusters Score -2.57618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 197681 members 
Entering Unmasked Estep 
Score: -25761804.000000 Penalty: 6051.424316
	Iteration 52Q: 3 clusters Score -2.57618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 197690 members 
Entering Unmasked Estep 
Score: -25761808.000000 Penalty: 6051.424316
	Iteration 53Q: 3 clusters Score -2.576181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 197704 members 
Entering Unmasked Estep 
Score: -25761808.000000 Penalty: 6051.424316
	Iteration 54Q: 3 clusters Score -2.576181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 197717 members 
Entering Unmasked Estep 
Score: -25761808.000000 Penalty: 6051.424316
	Iteration 55Q: 3 clusters Score -2.576181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 197726 members 
Entering Unmasked Estep 
Score: -25761812.000000 Penalty: 6051.424316
	Iteration 56Q: 3 clusters Score -2.576181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 197736 members 
Entering Unmasked Estep 
Score: -25761802.000000 Penalty: 6051.424316
	Iteration 57Q: 3 clusters Score -2.57618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 197742 members 
Entering Unmasked Estep 
Score: -25761812.000000 Penalty: 6051.424316
	Iteration 58Q: 3 clusters Score -2.576181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 197748 members 
Entering Unmasked Estep 
Score: -25761824.000000 Penalty: 6051.424316
	Iteration 59Q: 3 clusters Score -2.576182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -25761814.000000 Penalty: 6051.424316
	Iteration 60F: 3 clusters Score -2.576181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 197761 members 
Entering Unmasked Estep 
Score: -25761826.000000 Penalty: 6051.424316
	Iteration 61Q: 3 clusters Score -2.576183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 197764 members 
Entering Unmasked Estep 
Score: -25761816.000000 Penalty: 6051.424316
	Iteration 62Q: 3 clusters Score -2.576182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 197768 members 
Entering Unmasked Estep 
Score: -25761816.000000 Penalty: 6051.424316
	Iteration 63Q: 3 clusters Score -2.576182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 197773 members 
Entering Unmasked Estep 
Score: -25761816.000000 Penalty: 6051.424316
	Iteration 64Q: 3 clusters Score -2.576182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 197777 members 
Entering Unmasked Estep 
Score: -25761836.000000 Penalty: 6051.424316
	Iteration 65Q: 3 clusters Score -2.576184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 197784 members 
Entering Unmasked Estep 
Score: -25761826.000000 Penalty: 6051.424316
	Iteration 66Q: 3 clusters Score -2.576183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 197792 members 
Entering Unmasked Estep 
Score: -25761834.000000 Penalty: 6051.424316
	Iteration 67Q: 3 clusters Score -2.576183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 197801 members 
Entering Unmasked Estep 
Score: -25761806.000000 Penalty: 6051.424316
	Iteration 68Q: 3 clusters Score -2.576181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -25761828.000000 Penalty: 6051.424316
	Iteration 69Q: 3 clusters Score -2.576183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 197810 members 
Entering Unmasked Estep 
Score: -25761820.000000 Penalty: 6051.424316
	Iteration 70Q: 3 clusters Score -2.576182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 197810 members 
Entering Unmasked Estep 
Score: -25761820.000000 Penalty: 6051.424316
	Iteration 71F: 3 clusters Score -2.576182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -679609.250000 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -679609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -674863.000000 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -674863 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -675973.500000 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -675973.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -676212.937500 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -676212.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -676340.937500 Penalty: 4262.240723
	Iteration 3Q: 3 clusters Score -676340.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -676449.875000 Penalty: 4262.240723
	Iteration 4Q: 3 clusters Score -676449.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -676532.312500 Penalty: 4262.240723
	Iteration 5Q: 3 clusters Score -676532.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -676603.000000 Penalty: 4262.240723
	Iteration 6Q: 3 clusters Score -676603 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -676693.937500 Penalty: 4262.240723
	Iteration 7Q: 3 clusters Score -676693.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -676805.312500 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -676805.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -676931.750000 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -676931.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -677082.687500 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -677082.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -677223.437500 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -677223.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -677356.625000 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -677356.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -677465.937500 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -677465.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -677560.062500 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -677560.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -677640.687500 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -677640.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -677712.187500 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -677712.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -677765.562500 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -677765.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -677811.812500 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -677811.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -677850.875000 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -677850.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -677872.687500 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -677872.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -677887.375000 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -677887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -677902.812500 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -677902.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -677915.437500 Penalty: 4262.240723
	Iteration 23Q: 3 clusters Score -677915.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -677930.187500 Penalty: 4262.240723
	Iteration 24Q: 3 clusters Score -677930.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -677944.500000 Penalty: 4262.240723
	Iteration 25Q: 3 clusters Score -677944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -677947.375000 Penalty: 4262.240723
	Iteration 26Q: 3 clusters Score -677947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -677954.437500 Penalty: 4262.240723
	Iteration 27Q: 3 clusters Score -677954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -677957.000000 Penalty: 4262.240723
	Iteration 28Q: 3 clusters Score -677957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -677959.937500 Penalty: 4262.240723
	Iteration 29Q: 3 clusters Score -677959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -677963.375000 Penalty: 4262.240723
	Iteration 30Q: 3 clusters Score -677963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -677964.562500 Penalty: 4262.240723
	Iteration 31Q: 3 clusters Score -677964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -677966.187500 Penalty: 4262.240723
	Iteration 32Q: 3 clusters Score -677966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -677966.812500 Penalty: 4262.240723
	Iteration 33Q: 3 clusters Score -677966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -677968.250000 Penalty: 4262.240723
	Iteration 34Q: 3 clusters Score -677968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -677970.750000 Penalty: 4262.240723
	Iteration 35Q: 3 clusters Score -677970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -677971.312500 Penalty: 4262.240723
	Iteration 36Q: 3 clusters Score -677971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -677973.125000 Penalty: 4262.240723
	Iteration 37Q: 3 clusters Score -677973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -677974.750000 Penalty: 4262.240723
	Iteration 38Q: 3 clusters Score -677974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -677977.625000 Penalty: 4262.240723
	Iteration 39Q: 3 clusters Score -677977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -677981.125000 Penalty: 4262.240723
	Iteration 40F: 3 clusters Score -677981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -677981.187500 Penalty: 4262.240723
	Iteration 41Q: 3 clusters Score -677981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -677981.187500 Penalty: 4262.240723
	Iteration 42F: 3 clusters Score -677981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Entering Unmasked Estep 
Score: -7123730.500000 Penalty: 2706.300781
	Iteration 0F: 2 clusters Score -7123730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7086851.500000 Penalty: 5412.601562
	Iteration 0F: 3 clusters Score -7086852 nChanged 25415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7101107.000000 Penalty: 5412.601562
	Iteration 1F: 3 clusters Score -7101107 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -7101729.500000 Penalty: 5412.601562
	Iteration 2Q: 3 clusters Score -7101730 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7102329.000000 Penalty: 5412.601562
	Iteration 3Q: 3 clusters Score -7102329 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -7102944.000000 Penalty: 5412.601562
	Iteration 4Q: 3 clusters Score -7102944 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -7103768.500000 Penalty: 5412.601562
	Iteration 5Q: 3 clusters Score -7103768 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7104945.500000 Penalty: 5412.601562
	Iteration 6Q: 3 clusters Score -7104946 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7106670.500000 Penalty: 5412.601562
	Iteration 7F: 3 clusters Score -7106670 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7109212.000000 Penalty: 5412.601562
	Iteration 8F: 3 clusters Score -7109212 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -7112450.000000 Penalty: 5412.601562
	Iteration 9F: 3 clusters Score -7112450 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -7115467.500000 Penalty: 5412.601562
	Iteration 10F: 3 clusters Score -7115468 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -7117664.500000 Penalty: 5412.601562
	Iteration 11Q: 3 clusters Score -7117664 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -7119075.500000 Penalty: 5412.601562
	Iteration 12Q: 3 clusters Score -7119076 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -7119949.500000 Penalty: 5412.601562
	Iteration 13Q: 3 clusters Score -7119950 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -7120447.000000 Penalty: 5412.601562
	Iteration 14Q: 3 clusters Score -7120447 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7120752.500000 Penalty: 5412.601562
	Iteration 15Q: 3 clusters Score -7120752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -7120977.500000 Penalty: 5412.601562
	Iteration 16Q: 3 clusters Score -7120978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -7121133.500000 Penalty: 5412.601562
	Iteration 17Q: 3 clusters Score -7121134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -7121243.000000 Penalty: 5412.601562
	Iteration 18Q: 3 clusters Score -7121243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7121349.000000 Penalty: 5412.601562
	Iteration 19Q: 3 clusters Score -7121349 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -7121424.000000 Penalty: 5412.601562
	Iteration 20F: 3 clusters Score -7121424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7121465.500000 Penalty: 5412.601562
	Iteration 21Q: 3 clusters Score -7121466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -7121521.000000 Penalty: 5412.601562
	Iteration 22Q: 3 clusters Score -7121521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -7121537.000000 Penalty: 5412.601562
	Iteration 23Q: 3 clusters Score -7121537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7121560.500000 Penalty: 5412.601562
	Iteration 24Q: 3 clusters Score -7121560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7121573.000000 Penalty: 5412.601562
	Iteration 25Q: 3 clusters Score -7121573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -7121583.500000 Penalty: 5412.601562
	Iteration 26Q: 3 clusters Score -7121584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7121601.000000 Penalty: 5412.601562
	Iteration 27Q: 3 clusters Score -7121601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -7121604.500000 Penalty: 5412.601562
	Iteration 28Q: 3 clusters Score -7121604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7121617.500000 Penalty: 5412.601562
	Iteration 29Q: 3 clusters Score -7121618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -7121645.500000 Penalty: 5412.601562
	Iteration 30Q: 3 clusters Score -7121646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -7121670.000000 Penalty: 5412.601562
	Iteration 31Q: 3 clusters Score -7121670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -7121672.000000 Penalty: 5412.601562
	Iteration 32Q: 3 clusters Score -7121672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7121676.500000 Penalty: 5412.601562
	Iteration 33Q: 3 clusters Score -7121676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -7121682.500000 Penalty: 5412.601562
	Iteration 34Q: 3 clusters Score -7121682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7121702.000000 Penalty: 5412.601562
	Iteration 35Q: 3 clusters Score -7121702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7121698.500000 Penalty: 5412.601562
	Iteration 36Q: 3 clusters Score -7121698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -7121703.000000 Penalty: 5412.601562
	Iteration 37Q: 3 clusters Score -7121703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7121705.000000 Penalty: 5412.601562
	Iteration 38Q: 3 clusters Score -7121705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7121704.000000 Penalty: 5412.601562
	Iteration 39Q: 3 clusters Score -7121704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -7121718.500000 Penalty: 5412.601562
	Iteration 40F: 3 clusters Score -7121718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -7121720.500000 Penalty: 5412.601562
	Iteration 41Q: 3 clusters Score -7121720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -7121717.500000 Penalty: 5412.601562
	Iteration 42Q: 3 clusters Score -7121718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -7121723.000000 Penalty: 5412.601562
	Iteration 43Q: 3 clusters Score -7121723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -7121727.000000 Penalty: 5412.601562
	Iteration 44Q: 3 clusters Score -7121727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -7121730.000000 Penalty: 5412.601562
	Iteration 45Q: 3 clusters Score -7121730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -7121751.500000 Penalty: 5412.601562
	Iteration 46Q: 3 clusters Score -7121752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7121746.500000 Penalty: 5412.601562
	Iteration 47Q: 3 clusters Score -7121746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -7121747.500000 Penalty: 5412.601562
	Iteration 48Q: 3 clusters Score -7121748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -7121745.500000 Penalty: 5412.601562
	Iteration 49Q: 3 clusters Score -7121746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7121742.500000 Penalty: 5412.601562
	Iteration 50Q: 3 clusters Score -7121742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -7121737.000000 Penalty: 5412.601562
	Iteration 51Q: 3 clusters Score -7121737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7121737.500000 Penalty: 5412.601562
	Iteration 52Q: 3 clusters Score -7121738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7121737.500000 Penalty: 5412.601562
	Iteration 53F: 3 clusters Score -7121738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -361656.312500 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -361656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -358519.093750 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -358519.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -359395.062500 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -359395.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -359623.062500 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -359623.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -359762.437500 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -359762.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359890.312500 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -359890.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -359987.406250 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -359987.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -360059.718750 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -360059.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -360116.750000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -360116.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -360171.187500 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -360171.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -360224.406250 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -360224.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -360286.437500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -360286.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -360336.125000 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -360336.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -360382.343750 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -360382.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -360419.687500 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -360419.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -360459.656250 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -360459.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -360505.031250 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -360505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -360557.531250 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -360557.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -360606.781250 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -360606.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -360651.562500 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -360651.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -360691.562500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -360691.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -360720.312500 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -360720.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -360744.093750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -360744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -360757.343750 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -360757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -360762.406250 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -360762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -360764.250000 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -360764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -360765.843750 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -360765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -360765.843750 Penalty: 3972.479004
	Iteration 26F: 3 clusters Score -360765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109456.984375 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107517.843750 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107517.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107981.875000 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -107981.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108234.867188 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108234.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108459.226562 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108459.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108667.351562 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108667.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108762.531250 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -108762.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108825.960938 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -108826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108864.140625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -108864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -108887.960938 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -108888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -108909.945312 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -108909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -108912.156250 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -108912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108914.312500 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -108914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108918.828125 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -108918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -108919.898438 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -108919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108922.375000 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -108922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108923.351562 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -108923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108923.531250 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -108923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108925.296875 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -108925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -108926.351562 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -108926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108929.546875 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -108929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -108932.804688 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -108932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -108934.640625 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -108934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -108937.109375 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -108937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -108937.109375 Penalty: 3460.268555
	Iteration 23F: 3 clusters Score -108937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -70937.132812 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -70937.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69312.718750 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -69312.72 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69539.382812 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -69539.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69618.382812 Penalty: 3199.433350
	Iteration 2Q: 3 clusters Score -69618.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69661.703125 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -69661.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69727.117188 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -69727.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69817.039062 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -69817.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69887.046875 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -69887.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69947.390625 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -69947.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70049.945312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -70049.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70169.570312 Penalty: 3199.433350
	Iteration 9F: 3 clusters Score -70169.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70525.390625 Penalty: 3199.433350
	Iteration 10F: 3 clusters Score -70525.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70849.976562 Penalty: 3199.433350
	Iteration 11F: 3 clusters Score -70849.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71052.171875 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -71052.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71228.203125 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -71228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71283.898438 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -71283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71446.718750 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -71446.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71545.578125 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -71545.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71545.578125 Penalty: 3199.433350
	Iteration 17F: 3 clusters Score -71545.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 205473 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 178211 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132318 members 
Mstep: Class 8 contains 198879 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48233 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 19 contains 283 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
Score: -166406032.000000 Penalty: 76877.992188
Splitting cluster 13 changes total score from -166407360.000000 to -166406032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (170155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Entering Unmasked Estep 
Score: -21886020.000000 Penalty: 2987.027344
	Iteration 0F: 2 clusters Score -2.188602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -21772998.000000 Penalty: 5974.054688
	Iteration 0F: 3 clusters Score -2.1773e+07 nChanged 81718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -21820722.000000 Penalty: 5974.054688
	Iteration 1F: 3 clusters Score -2.182072e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -21822582.000000 Penalty: 5974.054688
	Iteration 2Q: 3 clusters Score -2.182258e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -21826050.000000 Penalty: 5974.054688
	Iteration 3Q: 3 clusters Score -2.182605e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -21832172.000000 Penalty: 5974.054688
	Iteration 4F: 3 clusters Score -2.183217e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -21843350.000000 Penalty: 5974.054688
	Iteration 5F: 3 clusters Score -2.184335e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -21858152.000000 Penalty: 5974.054688
	Iteration 6F: 3 clusters Score -2.185815e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -21871506.000000 Penalty: 5974.054688
	Iteration 7F: 3 clusters Score -2.187151e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -21878530.000000 Penalty: 5974.054688
	Iteration 8Q: 3 clusters Score -2.187853e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -21881568.000000 Penalty: 5974.054688
	Iteration 9Q: 3 clusters Score -2.188157e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -21882644.000000 Penalty: 5974.054688
	Iteration 10Q: 3 clusters Score -2.188264e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -21883018.000000 Penalty: 5974.054688
	Iteration 11Q: 3 clusters Score -2.188302e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 169803 members 
Entering Unmasked Estep 
Score: -21883168.000000 Penalty: 5974.054688
	Iteration 12Q: 3 clusters Score -2.188317e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 169849 members 
Entering Unmasked Estep 
Score: -21883250.000000 Penalty: 5974.054688
	Iteration 13Q: 3 clusters Score -2.188325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 169872 members 
Entering Unmasked Estep 
Score: -21883318.000000 Penalty: 5974.054688
	Iteration 14Q: 3 clusters Score -2.188332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -21883348.000000 Penalty: 5974.054688
	Iteration 15Q: 3 clusters Score -2.188335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 169899 members 
Entering Unmasked Estep 
Score: -21883370.000000 Penalty: 5974.054688
	Iteration 16Q: 3 clusters Score -2.188337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -21883386.000000 Penalty: 5974.054688
	Iteration 17Q: 3 clusters Score -2.188339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169903 members 
Entering Unmasked Estep 
Score: -21883380.000000 Penalty: 5974.054688
	Iteration 18Q: 3 clusters Score -2.188338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -21883392.000000 Penalty: 5974.054688
	Iteration 19Q: 3 clusters Score -2.188339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -21883380.000000 Penalty: 5974.054688
	Iteration 20F: 3 clusters Score -2.188338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -21883386.000000 Penalty: 5974.054688
	Iteration 21Q: 3 clusters Score -2.188339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -21883386.000000 Penalty: 5974.054688
	Iteration 22F: 3 clusters Score -2.188339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -92193.257812 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -92193.26 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 376 members 
Entering Unmasked Estep 
Score: -90487.179688 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -90487.18 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90802.281250 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -90802.28 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91076.031250 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -91076.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91210.843750 Penalty: 3297.253418
	Iteration 3F: 3 clusters Score -91210.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91339.226562 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -91339.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91395.312500 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -91395.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91420.734375 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -91420.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91435.765625 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -91435.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91449.109375 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -91449.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91456.570312 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -91456.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91463.796875 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -91463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91471.789062 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -91471.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91476.296875 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -91476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91478.843750 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -91478.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91482.726562 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -91482.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91485.500000 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -91485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91485.500000 Penalty: 3297.253418
	Iteration 16F: 3 clusters Score -91485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Entering Unmasked Estep 
Score: -6295911.500000 Penalty: 2674.382080
	Iteration 0F: 2 clusters Score -6295912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6263432.500000 Penalty: 5348.764160
	Iteration 0F: 3 clusters Score -6263432 nChanged 22326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6275738.500000 Penalty: 5348.764160
	Iteration 1F: 3 clusters Score -6275738 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6276252.500000 Penalty: 5348.764160
	Iteration 2Q: 3 clusters Score -6276252 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6276713.500000 Penalty: 5348.764160
	Iteration 3Q: 3 clusters Score -6276714 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -6277252.500000 Penalty: 5348.764160
	Iteration 4Q: 3 clusters Score -6277252 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -6278053.000000 Penalty: 5348.764160
	Iteration 5Q: 3 clusters Score -6278053 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6279198.500000 Penalty: 5348.764160
	Iteration 6Q: 3 clusters Score -6279198 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -6280990.000000 Penalty: 5348.764160
	Iteration 7F: 3 clusters Score -6280990 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -6283321.000000 Penalty: 5348.764160
	Iteration 8F: 3 clusters Score -6283321 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6286068.000000 Penalty: 5348.764160
	Iteration 9F: 3 clusters Score -6286068 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -6288701.500000 Penalty: 5348.764160
	Iteration 10F: 3 clusters Score -6288702 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6290756.000000 Penalty: 5348.764160
	Iteration 11Q: 3 clusters Score -6290756 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6292112.500000 Penalty: 5348.764160
	Iteration 12Q: 3 clusters Score -6292112 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6292828.000000 Penalty: 5348.764160
	Iteration 13Q: 3 clusters Score -6292828 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6293153.500000 Penalty: 5348.764160
	Iteration 14Q: 3 clusters Score -6293154 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6293325.000000 Penalty: 5348.764160
	Iteration 15Q: 3 clusters Score -6293325 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6293429.500000 Penalty: 5348.764160
	Iteration 16Q: 3 clusters Score -6293430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6293512.000000 Penalty: 5348.764160
	Iteration 17Q: 3 clusters Score -6293512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6293572.000000 Penalty: 5348.764160
	Iteration 18Q: 3 clusters Score -6293572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6293613.500000 Penalty: 5348.764160
	Iteration 19Q: 3 clusters Score -6293614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6293636.000000 Penalty: 5348.764160
	Iteration 20F: 3 clusters Score -6293636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6293659.000000 Penalty: 5348.764160
	Iteration 21Q: 3 clusters Score -6293659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6293677.500000 Penalty: 5348.764160
	Iteration 22Q: 3 clusters Score -6293678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6293687.000000 Penalty: 5348.764160
	Iteration 23Q: 3 clusters Score -6293687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6293687.500000 Penalty: 5348.764160
	Iteration 24Q: 3 clusters Score -6293688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6293688.000000 Penalty: 5348.764160
	Iteration 25Q: 3 clusters Score -6293688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6293687.500000 Penalty: 5348.764160
	Iteration 26Q: 3 clusters Score -6293688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6293693.000000 Penalty: 5348.764160
	Iteration 27Q: 3 clusters Score -6293693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6293698.000000 Penalty: 5348.764160
	Iteration 28Q: 3 clusters Score -6293698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6293700.000000 Penalty: 5348.764160
	Iteration 29Q: 3 clusters Score -6293700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6293700.000000 Penalty: 5348.764160
	Iteration 30Q: 3 clusters Score -6293700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6293699.500000 Penalty: 5348.764160
	Iteration 31Q: 3 clusters Score -6293700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6293701.500000 Penalty: 5348.764160
	Iteration 32Q: 3 clusters Score -6293702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6293703.000000 Penalty: 5348.764160
	Iteration 33Q: 3 clusters Score -6293703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6293703.000000 Penalty: 5348.764160
	Iteration 34F: 3 clusters Score -6293703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84993.281250 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -84993.28 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85348.578125 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85348.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85500.281250 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85500.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85632.000000 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -85632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85788.593750 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -85788.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85994.656250 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -85994.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86262.796875 Penalty: 3308.700195
	Iteration 6F: 3 clusters Score -86262.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86709.851562 Penalty: 3308.700195
	Iteration 7F: 3 clusters Score -86709.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86915.640625 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86915.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -87199.820312 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87199.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87581.906250 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87581.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87624.500000 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87651.554688 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87651.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87665.625000 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87665.625000 Penalty: 3308.700195
	Iteration 14F: 3 clusters Score -87665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 205473 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 178211 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132318 members 
Mstep: Class 8 contains 198879 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48233 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
Score: -166406208.000000 Penalty: 76877.992188
Splitting cluster 17 changes total score from -166407360.000000 to -166406208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -883297.562500 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -883297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -877595.250000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -877595.2 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -879057.750000 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -879057.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -879317.250000 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -879317.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -879486.062500 Penalty: 4379.223633
	Iteration 3F: 3 clusters Score -879486.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -879633.812500 Penalty: 4379.223633
	Iteration 4Q: 3 clusters Score -879633.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -879774.000000 Penalty: 4379.223633
	Iteration 5Q: 3 clusters Score -879774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -879918.625000 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -879918.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -880044.375000 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -880044.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -880146.812500 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -880146.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -880242.500000 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -880242.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -880336.750000 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -880336.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -880430.812500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -880430.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -880520.500000 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -880520.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -880606.250000 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -880606.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -880695.750000 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -880695.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -880782.125000 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -880782.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -880868.687500 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -880868.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -880950.250000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -880950.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -881021.312500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -881021.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -881083.937500 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -881083.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -881133.500000 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -881133.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -881175.125000 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -881175.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -881210.312500 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -881210.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -881246.312500 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -881246.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -881274.687500 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -881274.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -881307.375000 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -881307.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -881347.625000 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -881347.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -881389.312500 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -881389.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -881429.250000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -881429.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -881469.000000 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -881469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -881512.375000 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -881512.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -881548.562500 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -881548.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -881586.312500 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -881586.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -881625.500000 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -881625.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -881656.750000 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -881656.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -881681.937500 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -881681.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -881700.937500 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -881700.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -881716.062500 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -881716.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -881727.500000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -881727.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -881733.875000 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -881733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -881736.250000 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -881736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -881738.187500 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -881738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -881740.812500 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -881740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -881741.750000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -881741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -881742.125000 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -881742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -881743.187500 Penalty: 4379.223633
	Iteration 45Q: 3 clusters Score -881743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -881744.312500 Penalty: 4379.223633
	Iteration 46Q: 3 clusters Score -881744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -881749.437500 Penalty: 4379.223633
	Iteration 47Q: 3 clusters Score -881749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -881749.000000 Penalty: 4379.223633
	Iteration 48Q: 3 clusters Score -881749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -881749.000000 Penalty: 4379.223633
	Iteration 49F: 3 clusters Score -881749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -232858.187500 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -232858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -230342.828125 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -230342.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230994.906250 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -230994.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231375.125000 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -231375.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -231708.906250 Penalty: 3758.252441
	Iteration 3F: 3 clusters Score -231708.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -231999.843750 Penalty: 3758.252441
	Iteration 4F: 3 clusters Score -231999.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -232163.109375 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -232163.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -232283.843750 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -232283.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -232343.578125 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -232343.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -232387.343750 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -232387.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232410.125000 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -232410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -232428.187500 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -232428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -232440.031250 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -232440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -232444.562500 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -232444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -232450.078125 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -232450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -232451.750000 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -232451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -232452.593750 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -232452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -232452.593750 Penalty: 3758.252441
	Iteration 16F: 3 clusters Score -232452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Entering Unmasked Estep 
Score: -2439348.750000 Penalty: 2443.605225
	Iteration 0F: 2 clusters Score -2439349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2425908.500000 Penalty: 4887.210449
	Iteration 0F: 3 clusters Score -2425908 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2430328.500000 Penalty: 4887.210449
	Iteration 1F: 3 clusters Score -2430328 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2430643.500000 Penalty: 4887.210449
	Iteration 2Q: 3 clusters Score -2430644 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2430865.500000 Penalty: 4887.210449
	Iteration 3Q: 3 clusters Score -2430866 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2431042.500000 Penalty: 4887.210449
	Iteration 4Q: 3 clusters Score -2431042 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2431198.000000 Penalty: 4887.210449
	Iteration 5Q: 3 clusters Score -2431198 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2431325.250000 Penalty: 4887.210449
	Iteration 6Q: 3 clusters Score -2431325 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2431456.250000 Penalty: 4887.210449
	Iteration 7Q: 3 clusters Score -2431456 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2431575.250000 Penalty: 4887.210449
	Iteration 8Q: 3 clusters Score -2431575 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2431711.000000 Penalty: 4887.210449
	Iteration 9Q: 3 clusters Score -2431711 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2431816.750000 Penalty: 4887.210449
	Iteration 10Q: 3 clusters Score -2431817 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2431928.500000 Penalty: 4887.210449
	Iteration 11Q: 3 clusters Score -2431928 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2432084.500000 Penalty: 4887.210449
	Iteration 12Q: 3 clusters Score -2432084 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2432241.500000 Penalty: 4887.210449
	Iteration 13Q: 3 clusters Score -2432242 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2432443.500000 Penalty: 4887.210449
	Iteration 14Q: 3 clusters Score -2432444 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2432689.500000 Penalty: 4887.210449
	Iteration 15Q: 3 clusters Score -2432690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2433015.500000 Penalty: 4887.210449
	Iteration 16Q: 3 clusters Score -2433016 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2433422.250000 Penalty: 4887.210449
	Iteration 17Q: 3 clusters Score -2433422 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2433888.500000 Penalty: 4887.210449
	Iteration 18Q: 3 clusters Score -2433888 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2434304.250000 Penalty: 4887.210449
	Iteration 19Q: 3 clusters Score -2434304 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2434610.250000 Penalty: 4887.210449
	Iteration 20F: 3 clusters Score -2434610 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2434859.500000 Penalty: 4887.210449
	Iteration 21Q: 3 clusters Score -2434860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2435061.750000 Penalty: 4887.210449
	Iteration 22Q: 3 clusters Score -2435062 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2435270.000000 Penalty: 4887.210449
	Iteration 23Q: 3 clusters Score -2435270 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2435486.000000 Penalty: 4887.210449
	Iteration 24Q: 3 clusters Score -2435486 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2435667.750000 Penalty: 4887.210449
	Iteration 25Q: 3 clusters Score -2435668 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2435868.000000 Penalty: 4887.210449
	Iteration 26Q: 3 clusters Score -2435868 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2436085.000000 Penalty: 4887.210449
	Iteration 27Q: 3 clusters Score -2436085 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2436278.500000 Penalty: 4887.210449
	Iteration 28Q: 3 clusters Score -2436278 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2436424.500000 Penalty: 4887.210449
	Iteration 29Q: 3 clusters Score -2436424 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2436539.250000 Penalty: 4887.210449
	Iteration 30Q: 3 clusters Score -2436539 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2436623.750000 Penalty: 4887.210449
	Iteration 31Q: 3 clusters Score -2436624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2436689.500000 Penalty: 4887.210449
	Iteration 32Q: 3 clusters Score -2436690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2436743.000000 Penalty: 4887.210449
	Iteration 33Q: 3 clusters Score -2436743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2436778.500000 Penalty: 4887.210449
	Iteration 34Q: 3 clusters Score -2436778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2436808.250000 Penalty: 4887.210449
	Iteration 35Q: 3 clusters Score -2436808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2436816.250000 Penalty: 4887.210449
	Iteration 36Q: 3 clusters Score -2436816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2436829.750000 Penalty: 4887.210449
	Iteration 37Q: 3 clusters Score -2436830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2436832.750000 Penalty: 4887.210449
	Iteration 38Q: 3 clusters Score -2436833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2436830.250000 Penalty: 4887.210449
	Iteration 39Q: 3 clusters Score -2436830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2436844.500000 Penalty: 4887.210449
	Iteration 40F: 3 clusters Score -2436844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2436853.250000 Penalty: 4887.210449
	Iteration 41Q: 3 clusters Score -2436853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2436854.000000 Penalty: 4887.210449
	Iteration 42Q: 3 clusters Score -2436854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2436850.500000 Penalty: 4887.210449
	Iteration 43Q: 3 clusters Score -2436850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2436853.750000 Penalty: 4887.210449
	Iteration 44Q: 3 clusters Score -2436854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2436853.750000 Penalty: 4887.210449
	Iteration 45Q: 3 clusters Score -2436854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2436855.750000 Penalty: 4887.210449
	Iteration 46Q: 3 clusters Score -2436856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2436853.000000 Penalty: 4887.210449
	Iteration 47Q: 3 clusters Score -2436853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2436854.750000 Penalty: 4887.210449
	Iteration 48Q: 3 clusters Score -2436855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2436851.250000 Penalty: 4887.210449
	Iteration 49Q: 3 clusters Score -2436851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2436850.750000 Penalty: 4887.210449
	Iteration 50Q: 3 clusters Score -2436851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2436851.750000 Penalty: 4887.210449
	Iteration 51Q: 3 clusters Score -2436852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2436852.750000 Penalty: 4887.210449
	Iteration 52Q: 3 clusters Score -2436853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2436852.750000 Penalty: 4887.210449
	Iteration 53F: 3 clusters Score -2436853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -549896.187500 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -549896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -545737.812500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -545737.8 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -546683.625000 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -546683.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -546947.375000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -546947.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -547132.000000 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -547132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -547244.562500 Penalty: 4158.409668
	Iteration 4Q: 3 clusters Score -547244.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -547319.687500 Penalty: 4158.409668
	Iteration 5Q: 3 clusters Score -547319.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -547378.875000 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -547378.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -547422.750000 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -547422.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -547459.500000 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -547459.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -547486.875000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -547486.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -547520.562500 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -547520.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -547555.625000 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -547555.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -547594.687500 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -547594.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -547633.062500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -547633.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -547663.125000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -547663.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -547705.250000 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -547705.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -547736.312500 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -547736.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -547759.250000 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -547759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -547781.812500 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -547781.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -547801.687500 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -547801.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -547827.750000 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -547827.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -547845.437500 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -547845.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -547862.375000 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -547862.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -547873.562500 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -547873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -547883.062500 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -547883.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -547896.750000 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -547896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -547908.187500 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -547908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -547925.062500 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -547925.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -547944.937500 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -547944.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -547966.687500 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -547966.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -547987.000000 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -547987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -548011.125000 Penalty: 4158.409668
	Iteration 31Q: 3 clusters Score -548011.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -548029.250000 Penalty: 4158.409668
	Iteration 32Q: 3 clusters Score -548029.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -548051.000000 Penalty: 4158.409668
	Iteration 33Q: 3 clusters Score -548051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -548069.875000 Penalty: 4158.409668
	Iteration 34Q: 3 clusters Score -548069.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -548090.625000 Penalty: 4158.409668
	Iteration 35Q: 3 clusters Score -548090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -548106.062500 Penalty: 4158.409668
	Iteration 36Q: 3 clusters Score -548106.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -548122.500000 Penalty: 4158.409668
	Iteration 37Q: 3 clusters Score -548122.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -548137.312500 Penalty: 4158.409668
	Iteration 38Q: 3 clusters Score -548137.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -548148.312500 Penalty: 4158.409668
	Iteration 39Q: 3 clusters Score -548148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -548154.312500 Penalty: 4158.409668
	Iteration 40F: 3 clusters Score -548154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -548159.312500 Penalty: 4158.409668
	Iteration 41Q: 3 clusters Score -548159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -548161.625000 Penalty: 4158.409668
	Iteration 42Q: 3 clusters Score -548161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -548164.500000 Penalty: 4158.409668
	Iteration 43Q: 3 clusters Score -548164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -548168.312500 Penalty: 4158.409668
	Iteration 44Q: 3 clusters Score -548168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -548172.812500 Penalty: 4158.409668
	Iteration 45Q: 3 clusters Score -548172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -548175.750000 Penalty: 4158.409668
	Iteration 46Q: 3 clusters Score -548175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -548178.312500 Penalty: 4158.409668
	Iteration 47Q: 3 clusters Score -548178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -548181.187500 Penalty: 4158.409668
	Iteration 48Q: 3 clusters Score -548181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -548185.437500 Penalty: 4158.409668
	Iteration 49Q: 3 clusters Score -548185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -548189.875000 Penalty: 4158.409668
	Iteration 50Q: 3 clusters Score -548189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -548189.062500 Penalty: 4158.409668
	Iteration 51Q: 3 clusters Score -548189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -548192.000000 Penalty: 4158.409668
	Iteration 52Q: 3 clusters Score -548192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -548194.187500 Penalty: 4158.409668
	Iteration 53Q: 3 clusters Score -548194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -548196.312500 Penalty: 4158.409668
	Iteration 54Q: 3 clusters Score -548196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -548196.750000 Penalty: 4158.409668
	Iteration 55Q: 3 clusters Score -548196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -548197.375000 Penalty: 4158.409668
	Iteration 56Q: 3 clusters Score -548197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -548198.062500 Penalty: 4158.409668
	Iteration 57Q: 3 clusters Score -548198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -548198.062500 Penalty: 4158.409668
	Iteration 58Q: 3 clusters Score -548198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -548198.062500 Penalty: 4158.409668
	Iteration 59F: 3 clusters Score -548198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 205473 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 178211 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132318 members 
Mstep: Class 8 contains 198879 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48233 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407360.000000 Penalty: 73383.539062
Iteration 159Q: 22 clusters Score -1.664074e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197656 members 
Mstep: Class 2 contains 205441 members 
Mstep: Class 3 contains 29986 members 
Mstep: Class 4 contains 56546 members 
Mstep: Class 5 contains 178375 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132546 members 
Mstep: Class 8 contains 199031 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 54417 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170113 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48203 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 22 contains 19040 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407168.000000 Penalty: 73383.539062
Iteration 160F: 22 clusters Score -1.664072e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197652 members 
Mstep: Class 2 contains 205396 members 
Mstep: Class 3 contains 30003 members 
Mstep: Class 4 contains 56546 members 
Mstep: Class 5 contains 178476 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132774 members 
Mstep: Class 8 contains 199244 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 53983 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170050 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 48166 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406992.000000 Penalty: 73383.539062
Iteration 161Q: 22 clusters Score -1.66407e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197626 members 
Mstep: Class 2 contains 205379 members 
Mstep: Class 3 contains 30026 members 
Mstep: Class 4 contains 56549 members 
Mstep: Class 5 contains 178540 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 132957 members 
Mstep: Class 8 contains 199463 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 53594 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170006 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 48126 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6852 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407088.000000 Penalty: 73383.539062
Iteration 162Q: 22 clusters Score -1.664071e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197594 members 
Mstep: Class 2 contains 205378 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 56540 members 
Mstep: Class 5 contains 178568 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133172 members 
Mstep: Class 8 contains 199663 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 53217 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169968 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 48085 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 22 contains 19084 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407040.000000 Penalty: 73383.539062
Iteration 163Q: 22 clusters Score -1.66407e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 205373 members 
Mstep: Class 3 contains 30066 members 
Mstep: Class 4 contains 56536 members 
Mstep: Class 5 contains 178567 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133348 members 
Mstep: Class 8 contains 199890 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 52835 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169981 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 48054 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6869 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 19104 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407056.000000 Penalty: 73383.539062
Iteration 164Q: 22 clusters Score -1.664071e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197536 members 
Mstep: Class 2 contains 205348 members 
Mstep: Class 3 contains 30092 members 
Mstep: Class 4 contains 56529 members 
Mstep: Class 5 contains 178560 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133504 members 
Mstep: Class 8 contains 200068 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 52512 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 169997 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 48022 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6878 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406880.000000 Penalty: 73383.539062
Iteration 165Q: 22 clusters Score -1.664069e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197551 members 
Mstep: Class 2 contains 205313 members 
Mstep: Class 3 contains 30118 members 
Mstep: Class 4 contains 56539 members 
Mstep: Class 5 contains 178553 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133643 members 
Mstep: Class 8 contains 200243 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 52129 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170052 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 48004 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407056.000000 Penalty: 73383.539062
Iteration 166Q: 22 clusters Score -1.664071e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 205287 members 
Mstep: Class 3 contains 30150 members 
Mstep: Class 4 contains 56535 members 
Mstep: Class 5 contains 178537 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133777 members 
Mstep: Class 8 contains 200395 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 51764 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170143 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47986 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406912.000000 Penalty: 73383.539062
Iteration 167Q: 22 clusters Score -1.664069e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197564 members 
Mstep: Class 2 contains 205256 members 
Mstep: Class 3 contains 30169 members 
Mstep: Class 4 contains 56525 members 
Mstep: Class 5 contains 178494 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 133895 members 
Mstep: Class 8 contains 200567 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 51418 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170245 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47964 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 22 contains 19140 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406912.000000 Penalty: 73383.539062
Iteration 168Q: 22 clusters Score -1.664069e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197583 members 
Mstep: Class 2 contains 205236 members 
Mstep: Class 3 contains 30186 members 
Mstep: Class 4 contains 56514 members 
Mstep: Class 5 contains 178445 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134071 members 
Mstep: Class 8 contains 200684 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 51093 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170293 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 47948 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19167 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406832.000000 Penalty: 73383.539062
Iteration 169Q: 22 clusters Score -1.664068e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197585 members 
Mstep: Class 2 contains 205187 members 
Mstep: Class 3 contains 30207 members 
Mstep: Class 4 contains 56503 members 
Mstep: Class 5 contains 178436 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134237 members 
Mstep: Class 8 contains 200875 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 50753 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170328 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 47933 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6924 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406608.000000 Penalty: 73383.539062
Iteration 170Q: 22 clusters Score -1.664066e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197615 members 
Mstep: Class 2 contains 205172 members 
Mstep: Class 3 contains 30227 members 
Mstep: Class 4 contains 56485 members 
Mstep: Class 5 contains 178445 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134414 members 
Mstep: Class 8 contains 200997 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170316 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 47906 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6929 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 19193 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406576.000000 Penalty: 73383.539062
Iteration 171Q: 22 clusters Score -1.664066e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197619 members 
Mstep: Class 2 contains 205166 members 
Mstep: Class 3 contains 30249 members 
Mstep: Class 4 contains 56469 members 
Mstep: Class 5 contains 178411 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134605 members 
Mstep: Class 8 contains 201093 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 50139 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170349 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 47882 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 22 contains 19224 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406368.000000 Penalty: 73383.539062
Iteration 172Q: 22 clusters Score -1.664064e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197648 members 
Mstep: Class 2 contains 205152 members 
Mstep: Class 3 contains 30263 members 
Mstep: Class 4 contains 56461 members 
Mstep: Class 5 contains 178399 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134770 members 
Mstep: Class 8 contains 201165 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 49856 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170372 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47861 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6959 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19241 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406464.000000 Penalty: 73383.539062
Iteration 173Q: 22 clusters Score -1.664065e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197686 members 
Mstep: Class 2 contains 205136 members 
Mstep: Class 3 contains 30280 members 
Mstep: Class 4 contains 56450 members 
Mstep: Class 5 contains 178362 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 134926 members 
Mstep: Class 8 contains 201245 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 49573 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170414 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47850 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6975 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19255 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406432.000000 Penalty: 73383.539062
Iteration 174Q: 22 clusters Score -1.664064e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197712 members 
Mstep: Class 2 contains 205125 members 
Mstep: Class 3 contains 30299 members 
Mstep: Class 4 contains 56444 members 
Mstep: Class 5 contains 178351 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135076 members 
Mstep: Class 8 contains 201353 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 49298 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170403 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47834 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19269 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406256.000000 Penalty: 73383.539062
Iteration 175Q: 22 clusters Score -1.664063e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 205128 members 
Mstep: Class 3 contains 30310 members 
Mstep: Class 4 contains 56429 members 
Mstep: Class 5 contains 178311 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135251 members 
Mstep: Class 8 contains 201470 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 49032 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170397 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47814 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7006 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19283 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406416.000000 Penalty: 73383.539062
Iteration 176Q: 22 clusters Score -1.664064e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197753 members 
Mstep: Class 2 contains 205130 members 
Mstep: Class 3 contains 30317 members 
Mstep: Class 4 contains 56405 members 
Mstep: Class 5 contains 178254 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135442 members 
Mstep: Class 8 contains 201614 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 48751 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170388 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 47785 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7016 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 22 contains 19303 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406496.000000 Penalty: 73383.539062
Iteration 177Q: 22 clusters Score -1.664065e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 205149 members 
Mstep: Class 3 contains 30328 members 
Mstep: Class 4 contains 56385 members 
Mstep: Class 5 contains 178162 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135612 members 
Mstep: Class 8 contains 201786 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 48469 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170382 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47753 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7032 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 22 contains 19330 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406240.000000 Penalty: 73383.539062
Iteration 178Q: 22 clusters Score -1.664062e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197780 members 
Mstep: Class 2 contains 205155 members 
Mstep: Class 3 contains 30339 members 
Mstep: Class 4 contains 56380 members 
Mstep: Class 5 contains 178100 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135792 members 
Mstep: Class 8 contains 201934 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 48149 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170390 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7050 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 22 contains 19363 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406112.000000 Penalty: 73383.539062
Iteration 179Q: 22 clusters Score -1.664061e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 205136 members 
Mstep: Class 3 contains 30347 members 
Mstep: Class 4 contains 56369 members 
Mstep: Class 5 contains 178060 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 135969 members 
Mstep: Class 8 contains 202082 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 47852 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170390 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47719 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7058 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 19392 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405920.000000 Penalty: 73383.539062
Iteration 180F: 22 clusters Score -1.664059e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197747 members 
Mstep: Class 2 contains 205118 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 56357 members 
Mstep: Class 5 contains 178059 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136159 members 
Mstep: Class 8 contains 202221 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 47552 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 14 contains 170392 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47705 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19425 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 22 clusters Score -1.664058e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197751 members 
Mstep: Class 2 contains 205109 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 56350 members 
Mstep: Class 5 contains 178048 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136341 members 
Mstep: Class 8 contains 202322 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 47297 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170350 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47694 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19453 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 22 clusters Score -1.664059e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 205115 members 
Mstep: Class 3 contains 30372 members 
Mstep: Class 4 contains 56345 members 
Mstep: Class 5 contains 178011 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136483 members 
Mstep: Class 8 contains 202428 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 47055 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170360 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47672 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 19483 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 22 clusters Score -1.664058e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197712 members 
Mstep: Class 2 contains 205098 members 
Mstep: Class 3 contains 30377 members 
Mstep: Class 4 contains 56345 members 
Mstep: Class 5 contains 177989 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136642 members 
Mstep: Class 8 contains 202552 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 46827 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170351 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 47662 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 19511 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 22 clusters Score -1.664054e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 205083 members 
Mstep: Class 3 contains 30382 members 
Mstep: Class 4 contains 56341 members 
Mstep: Class 5 contains 178008 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136785 members 
Mstep: Class 8 contains 202631 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 46564 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170348 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 47644 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19532 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -1.664054e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197807 members 
Mstep: Class 2 contains 205061 members 
Mstep: Class 3 contains 30387 members 
Mstep: Class 4 contains 56314 members 
Mstep: Class 5 contains 177968 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 136932 members 
Mstep: Class 8 contains 202739 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 46315 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170336 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 47641 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 19555 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -1.664054e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197881 members 
Mstep: Class 2 contains 205038 members 
Mstep: Class 3 contains 30392 members 
Mstep: Class 4 contains 56301 members 
Mstep: Class 5 contains 177952 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137062 members 
Mstep: Class 8 contains 202818 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 46081 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170337 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 19565 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -1.664053e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197918 members 
Mstep: Class 2 contains 205021 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 4 contains 56293 members 
Mstep: Class 5 contains 177925 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137193 members 
Mstep: Class 8 contains 202893 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 45862 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170345 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 47600 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 22 contains 19581 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405328.000000 Penalty: 73383.539062
Iteration 188Q: 22 clusters Score -1.664053e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 205000 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 56281 members 
Mstep: Class 5 contains 177898 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137309 members 
Mstep: Class 8 contains 202979 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170339 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 47593 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 19605 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405456.000000 Penalty: 73383.539062
Iteration 189Q: 22 clusters Score -1.664055e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 204998 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 56271 members 
Mstep: Class 5 contains 177835 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137442 members 
Mstep: Class 8 contains 203025 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170315 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 47582 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7110 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 19628 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405200.000000 Penalty: 73383.539062
Iteration 190Q: 22 clusters Score -1.664052e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198062 members 
Mstep: Class 2 contains 204985 members 
Mstep: Class 3 contains 30416 members 
Mstep: Class 4 contains 56270 members 
Mstep: Class 5 contains 177805 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137581 members 
Mstep: Class 8 contains 203039 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 45368 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170273 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 47565 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 22 contains 19641 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405120.000000 Penalty: 73383.539062
Iteration 191Q: 22 clusters Score -1.664051e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198128 members 
Mstep: Class 2 contains 204965 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 56267 members 
Mstep: Class 5 contains 177815 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137704 members 
Mstep: Class 8 contains 203033 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170238 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 47541 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7131 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 22 contains 19653 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405104.000000 Penalty: 73383.539062
Iteration 192Q: 22 clusters Score -1.664051e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198203 members 
Mstep: Class 2 contains 204952 members 
Mstep: Class 3 contains 30439 members 
Mstep: Class 4 contains 56260 members 
Mstep: Class 5 contains 177830 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137845 members 
Mstep: Class 8 contains 202967 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 45099 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170191 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 47524 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7140 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 22 contains 19671 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405072.000000 Penalty: 73383.539062
Iteration 193Q: 22 clusters Score -1.664051e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 204970 members 
Mstep: Class 3 contains 30450 members 
Mstep: Class 4 contains 56258 members 
Mstep: Class 5 contains 177784 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137967 members 
Mstep: Class 8 contains 202944 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 44979 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170174 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 47510 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7149 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 22 contains 19688 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404784.000000 Penalty: 73383.539062
Iteration 194Q: 22 clusters Score -1.664048e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 204980 members 
Mstep: Class 3 contains 30457 members 
Mstep: Class 4 contains 56257 members 
Mstep: Class 5 contains 177766 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138080 members 
Mstep: Class 8 contains 202910 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 44846 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170166 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 47497 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7162 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 19712 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404624.000000 Penalty: 73383.539062
Iteration 195Q: 22 clusters Score -1.664046e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198339 members 
Mstep: Class 2 contains 204982 members 
Mstep: Class 3 contains 30461 members 
Mstep: Class 4 contains 56247 members 
Mstep: Class 5 contains 177765 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138198 members 
Mstep: Class 8 contains 202843 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 44717 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170188 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47474 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7165 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 22 contains 19741 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404656.000000 Penalty: 73383.539062
Iteration 196Q: 22 clusters Score -1.664047e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 204963 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 56250 members 
Mstep: Class 5 contains 177793 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138296 members 
Mstep: Class 8 contains 202765 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 44585 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170223 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47450 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19767 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404848.000000 Penalty: 73383.539062
Iteration 197Q: 22 clusters Score -1.664048e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 204935 members 
Mstep: Class 3 contains 30486 members 
Mstep: Class 4 contains 56254 members 
Mstep: Class 5 contains 177788 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138418 members 
Mstep: Class 8 contains 202708 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170233 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47432 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 19776 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405024.000000 Penalty: 73383.539062
Iteration 198Q: 22 clusters Score -1.66405e+08 nChanged 1275
Entering ConstructFrom: 
Score: -166405024.000000 Penalty: 73383.539062
Entering ConstructFrom: 
Trying to split cluster 1 (198488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198488 members 
Entering Unmasked Estep 
Score: -25437604.000000 Penalty: 3025.223877
	Iteration 0F: 2 clusters Score -2.54376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -25307410.000000 Penalty: 6050.447754
	Iteration 0F: 3 clusters Score -2.530741e+07 nChanged 95310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -25363374.000000 Penalty: 6050.447754
	Iteration 1F: 3 clusters Score -2.536337e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -25364454.000000 Penalty: 6050.447754
	Iteration 2Q: 3 clusters Score -2.536445e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -25365946.000000 Penalty: 6050.447754
	Iteration 3Q: 3 clusters Score -2.536595e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -25368658.000000 Penalty: 6050.447754
	Iteration 4Q: 3 clusters Score -2.536866e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127300 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -25373498.000000 Penalty: 6050.447754
	Iteration 5F: 3 clusters Score -2.53735e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -25382702.000000 Penalty: 6050.447754
	Iteration 6F: 3 clusters Score -2.53827e+07 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -25397706.000000 Penalty: 6050.447754
	Iteration 7F: 3 clusters Score -2.539771e+07 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176343 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -25415738.000000 Penalty: 6050.447754
	Iteration 8F: 3 clusters Score -2.541574e+07 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -25427762.000000 Penalty: 6050.447754
	Iteration 9F: 3 clusters Score -2.542776e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195685 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -25432806.000000 Penalty: 6050.447754
	Iteration 10Q: 3 clusters Score -2.543281e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197600 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25434242.000000 Penalty: 6050.447754
	Iteration 11Q: 3 clusters Score -2.543424e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198049 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -25434634.000000 Penalty: 6050.447754
	Iteration 12Q: 3 clusters Score -2.543463e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25434792.000000 Penalty: 6050.447754
	Iteration 13Q: 3 clusters Score -2.543479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25434876.000000 Penalty: 6050.447754
	Iteration 14Q: 3 clusters Score -2.543488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25434912.000000 Penalty: 6050.447754
	Iteration 15Q: 3 clusters Score -2.543491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198221 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25434930.000000 Penalty: 6050.447754
	Iteration 16Q: 3 clusters Score -2.543493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25434958.000000 Penalty: 6050.447754
	Iteration 17Q: 3 clusters Score -2.543496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25434950.000000 Penalty: 6050.447754
	Iteration 18Q: 3 clusters Score -2.543495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25434946.000000 Penalty: 6050.447754
	Iteration 19Q: 3 clusters Score -2.543495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25434946.000000 Penalty: 6050.447754
	Iteration 20F: 3 clusters Score -2.543495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25434956.000000 Penalty: 6050.447754
	Iteration 21Q: 3 clusters Score -2.543496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25434978.000000 Penalty: 6050.447754
	Iteration 22Q: 3 clusters Score -2.543498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25434980.000000 Penalty: 6050.447754
	Iteration 23Q: 3 clusters Score -2.543498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25434984.000000 Penalty: 6050.447754
	Iteration 24Q: 3 clusters Score -2.543498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25434980.000000 Penalty: 6050.447754
	Iteration 25Q: 3 clusters Score -2.543498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25435006.000000 Penalty: 6050.447754
	Iteration 26Q: 3 clusters Score -2.543501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25434994.000000 Penalty: 6050.447754
	Iteration 27Q: 3 clusters Score -2.543499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25434994.000000 Penalty: 6050.447754
	Iteration 28F: 3 clusters Score -2.543499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (204924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204924 members 
Entering Unmasked Estep 
Score: -26603748.000000 Penalty: 3033.137695
	Iteration 0F: 2 clusters Score -2.660375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -26498220.000000 Penalty: 6066.275391
	Iteration 0F: 3 clusters Score -2.649822e+07 nChanged 98736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -26555840.000000 Penalty: 6066.275391
	Iteration 1F: 3 clusters Score -2.655584e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -26557212.000000 Penalty: 6066.275391
	Iteration 2Q: 3 clusters Score -2.655721e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -26558646.000000 Penalty: 6066.275391
	Iteration 3Q: 3 clusters Score -2.655865e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -26561132.000000 Penalty: 6066.275391
	Iteration 4Q: 3 clusters Score -2.656113e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -26565094.000000 Penalty: 6066.275391
	Iteration 5Q: 3 clusters Score -2.656509e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133632 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -26571392.000000 Penalty: 6066.275391
	Iteration 6F: 3 clusters Score -2.657139e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -26580398.000000 Penalty: 6066.275391
	Iteration 7F: 3 clusters Score -2.65804e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -26590540.000000 Penalty: 6066.275391
	Iteration 8F: 3 clusters Score -2.659054e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -26599884.000000 Penalty: 6066.275391
	Iteration 9F: 3 clusters Score -2.659988e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -26604582.000000 Penalty: 6066.275391
	Iteration 10Q: 3 clusters Score -2.660458e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -26605472.000000 Penalty: 6066.275391
	Iteration 11Q: 3 clusters Score -2.660547e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188212 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -26605212.000000 Penalty: 6066.275391
	Iteration 12Q: 3 clusters Score -2.660521e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -26604522.000000 Penalty: 6066.275391
	Iteration 13Q: 3 clusters Score -2.660452e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193680 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -26603958.000000 Penalty: 6066.275391
	Iteration 14Q: 3 clusters Score -2.660396e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195414 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -26603516.000000 Penalty: 6066.275391
	Iteration 15Q: 3 clusters Score -2.660352e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196876 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -26603020.000000 Penalty: 6066.275391
	Iteration 16Q: 3 clusters Score -2.660302e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197989 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -26602836.000000 Penalty: 6066.275391
	Iteration 17Q: 3 clusters Score -2.660284e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198938 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -26602534.000000 Penalty: 6066.275391
	Iteration 18Q: 3 clusters Score -2.660253e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199743 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -26602294.000000 Penalty: 6066.275391
	Iteration 19Q: 3 clusters Score -2.660229e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -26602076.000000 Penalty: 6066.275391
	Iteration 20F: 3 clusters Score -2.660208e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200981 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -26601844.000000 Penalty: 6066.275391
	Iteration 21Q: 3 clusters Score -2.660184e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201447 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -26601842.000000 Penalty: 6066.275391
	Iteration 22Q: 3 clusters Score -2.660184e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -26601814.000000 Penalty: 6066.275391
	Iteration 23Q: 3 clusters Score -2.660181e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202120 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -26601738.000000 Penalty: 6066.275391
	Iteration 24Q: 3 clusters Score -2.660174e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -26601766.000000 Penalty: 6066.275391
	Iteration 25Q: 3 clusters Score -2.660177e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202545 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26601766.000000 Penalty: 6066.275391
	Iteration 26Q: 3 clusters Score -2.660177e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202714 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -26601718.000000 Penalty: 6066.275391
	Iteration 27Q: 3 clusters Score -2.660172e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202849 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -26601732.000000 Penalty: 6066.275391
	Iteration 28Q: 3 clusters Score -2.660173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202968 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -26601716.000000 Penalty: 6066.275391
	Iteration 29Q: 3 clusters Score -2.660172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203073 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26601720.000000 Penalty: 6066.275391
	Iteration 30Q: 3 clusters Score -2.660172e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203176 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -26601730.000000 Penalty: 6066.275391
	Iteration 31Q: 3 clusters Score -2.660173e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203246 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -26601724.000000 Penalty: 6066.275391
	Iteration 32Q: 3 clusters Score -2.660172e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203319 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -26601778.000000 Penalty: 6066.275391
	Iteration 33Q: 3 clusters Score -2.660178e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203389 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -26601766.000000 Penalty: 6066.275391
	Iteration 34Q: 3 clusters Score -2.660177e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -26601712.000000 Penalty: 6066.275391
	Iteration 35Q: 3 clusters Score -2.660171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -26601710.000000 Penalty: 6066.275391
	Iteration 36Q: 3 clusters Score -2.660171e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203562 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -26601704.000000 Penalty: 6066.275391
	Iteration 37Q: 3 clusters Score -2.66017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203591 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -26601698.000000 Penalty: 6066.275391
	Iteration 38Q: 3 clusters Score -2.66017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203612 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -26601702.000000 Penalty: 6066.275391
	Iteration 39Q: 3 clusters Score -2.66017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203640 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -26601712.000000 Penalty: 6066.275391
	Iteration 40F: 3 clusters Score -2.660171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203651 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -26601684.000000 Penalty: 6066.275391
	Iteration 41Q: 3 clusters Score -2.660168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203665 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26601688.000000 Penalty: 6066.275391
	Iteration 42Q: 3 clusters Score -2.660169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203678 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -26601710.000000 Penalty: 6066.275391
	Iteration 43Q: 3 clusters Score -2.660171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -26601704.000000 Penalty: 6066.275391
	Iteration 44Q: 3 clusters Score -2.66017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203694 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -26601718.000000 Penalty: 6066.275391
	Iteration 45Q: 3 clusters Score -2.660172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203706 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -26601694.000000 Penalty: 6066.275391
	Iteration 46Q: 3 clusters Score -2.660169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203708 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -26601688.000000 Penalty: 6066.275391
	Iteration 47Q: 3 clusters Score -2.660169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203717 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -26601686.000000 Penalty: 6066.275391
	Iteration 48Q: 3 clusters Score -2.660169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203727 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -26601672.000000 Penalty: 6066.275391
	Iteration 49Q: 3 clusters Score -2.660167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203734 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -26601686.000000 Penalty: 6066.275391
	Iteration 50Q: 3 clusters Score -2.660169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203739 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -26601690.000000 Penalty: 6066.275391
	Iteration 51Q: 3 clusters Score -2.660169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203747 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -26601690.000000 Penalty: 6066.275391
	Iteration 52Q: 3 clusters Score -2.660169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203756 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -26601686.000000 Penalty: 6066.275391
	Iteration 53Q: 3 clusters Score -2.660169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203766 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -26601694.000000 Penalty: 6066.275391
	Iteration 54Q: 3 clusters Score -2.660169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203771 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -26601712.000000 Penalty: 6066.275391
	Iteration 55Q: 3 clusters Score -2.660171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203777 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -26601698.000000 Penalty: 6066.275391
	Iteration 56Q: 3 clusters Score -2.66017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -26601700.000000 Penalty: 6066.275391
	Iteration 57Q: 3 clusters Score -2.66017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203787 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26601716.000000 Penalty: 6066.275391
	Iteration 58Q: 3 clusters Score -2.660172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203791 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -26601712.000000 Penalty: 6066.275391
	Iteration 59Q: 3 clusters Score -2.660171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203794 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -26601726.000000 Penalty: 6066.275391
	Iteration 60F: 3 clusters Score -2.660173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203798 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -26601702.000000 Penalty: 6066.275391
	Iteration 61Q: 3 clusters Score -2.66017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203805 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -26601702.000000 Penalty: 6066.275391
	Iteration 62Q: 3 clusters Score -2.66017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203807 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26601710.000000 Penalty: 6066.275391
	Iteration 63Q: 3 clusters Score -2.660171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203811 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -26601732.000000 Penalty: 6066.275391
	Iteration 64Q: 3 clusters Score -2.660173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203811 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -26601722.000000 Penalty: 6066.275391
	Iteration 65Q: 3 clusters Score -2.660172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203812 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -26601704.000000 Penalty: 6066.275391
	Iteration 66Q: 3 clusters Score -2.66017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203815 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -26601718.000000 Penalty: 6066.275391
	Iteration 67Q: 3 clusters Score -2.660172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203816 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -26601714.000000 Penalty: 6066.275391
	Iteration 68Q: 3 clusters Score -2.660171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203816 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -26601714.000000 Penalty: 6066.275391
	Iteration 69F: 3 clusters Score -2.660171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Entering Unmasked Estep 
Score: -3892189.000000 Penalty: 2560.687012
	Iteration 0F: 2 clusters Score -3892189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3871202.000000 Penalty: 5121.374023
	Iteration 0F: 3 clusters Score -3871202 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3878873.500000 Penalty: 5121.374023
	Iteration 1F: 3 clusters Score -3878874 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3879680.250000 Penalty: 5121.374023
	Iteration 2F: 3 clusters Score -3879680 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3881076.000000 Penalty: 5121.374023
	Iteration 3F: 3 clusters Score -3881076 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3883363.500000 Penalty: 5121.374023
	Iteration 4F: 3 clusters Score -3883364 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3886023.250000 Penalty: 5121.374023
	Iteration 5F: 3 clusters Score -3886023 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3887944.750000 Penalty: 5121.374023
	Iteration 6F: 3 clusters Score -3887945 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3888924.250000 Penalty: 5121.374023
	Iteration 7F: 3 clusters Score -3888924 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3889366.750000 Penalty: 5121.374023
	Iteration 8Q: 3 clusters Score -3889367 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3889605.500000 Penalty: 5121.374023
	Iteration 9Q: 3 clusters Score -3889606 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3889788.000000 Penalty: 5121.374023
	Iteration 10Q: 3 clusters Score -3889788 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3889903.250000 Penalty: 5121.374023
	Iteration 11Q: 3 clusters Score -3889903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3890023.000000 Penalty: 5121.374023
	Iteration 12Q: 3 clusters Score -3890023 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3890139.000000 Penalty: 5121.374023
	Iteration 13Q: 3 clusters Score -3890139 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3890209.750000 Penalty: 5121.374023
	Iteration 14Q: 3 clusters Score -3890210 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3890360.750000 Penalty: 5121.374023
	Iteration 15Q: 3 clusters Score -3890361 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3890544.250000 Penalty: 5121.374023
	Iteration 16Q: 3 clusters Score -3890544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3890786.000000 Penalty: 5121.374023
	Iteration 17Q: 3 clusters Score -3890786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3890941.250000 Penalty: 5121.374023
	Iteration 18Q: 3 clusters Score -3890941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3890984.000000 Penalty: 5121.374023
	Iteration 19Q: 3 clusters Score -3890984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3891004.250000 Penalty: 5121.374023
	Iteration 20F: 3 clusters Score -3891004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3891018.500000 Penalty: 5121.374023
	Iteration 21Q: 3 clusters Score -3891018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3891030.750000 Penalty: 5121.374023
	Iteration 22Q: 3 clusters Score -3891031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3891036.500000 Penalty: 5121.374023
	Iteration 23Q: 3 clusters Score -3891036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3891045.750000 Penalty: 5121.374023
	Iteration 24Q: 3 clusters Score -3891046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3891056.000000 Penalty: 5121.374023
	Iteration 25Q: 3 clusters Score -3891056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3891058.250000 Penalty: 5121.374023
	Iteration 26Q: 3 clusters Score -3891058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3891058.500000 Penalty: 5121.374023
	Iteration 27Q: 3 clusters Score -3891058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3891063.500000 Penalty: 5121.374023
	Iteration 28Q: 3 clusters Score -3891064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3891062.500000 Penalty: 5121.374023
	Iteration 29Q: 3 clusters Score -3891062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3891057.250000 Penalty: 5121.374023
	Iteration 30Q: 3 clusters Score -3891057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3891056.250000 Penalty: 5121.374023
	Iteration 31Q: 3 clusters Score -3891056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3891054.750000 Penalty: 5121.374023
	Iteration 32Q: 3 clusters Score -3891055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3891063.500000 Penalty: 5121.374023
	Iteration 33Q: 3 clusters Score -3891064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3891059.500000 Penalty: 5121.374023
	Iteration 34Q: 3 clusters Score -3891060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3891062.000000 Penalty: 5121.374023
	Iteration 35Q: 3 clusters Score -3891062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3891066.000000 Penalty: 5121.374023
	Iteration 36Q: 3 clusters Score -3891066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3891065.750000 Penalty: 5121.374023
	Iteration 37Q: 3 clusters Score -3891066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3891069.250000 Penalty: 5121.374023
	Iteration 38Q: 3 clusters Score -3891069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3891066.500000 Penalty: 5121.374023
	Iteration 39Q: 3 clusters Score -3891066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3891063.500000 Penalty: 5121.374023
	Iteration 40F: 3 clusters Score -3891064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3891066.750000 Penalty: 5121.374023
	Iteration 41Q: 3 clusters Score -3891067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3891064.500000 Penalty: 5121.374023
	Iteration 42Q: 3 clusters Score -3891064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3891065.000000 Penalty: 5121.374023
	Iteration 43Q: 3 clusters Score -3891065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3891069.000000 Penalty: 5121.374023
	Iteration 44Q: 3 clusters Score -3891069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3891067.750000 Penalty: 5121.374023
	Iteration 45Q: 3 clusters Score -3891068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3891067.750000 Penalty: 5121.374023
	Iteration 46F: 3 clusters Score -3891068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Entering Unmasked Estep 
Score: -6970847.000000 Penalty: 2712.458008
	Iteration 0F: 2 clusters Score -6970847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6933101.000000 Penalty: 5424.916016
	Iteration 0F: 3 clusters Score -6933101 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6947849.000000 Penalty: 5424.916016
	Iteration 1F: 3 clusters Score -6947849 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -6948679.500000 Penalty: 5424.916016
	Iteration 2Q: 3 clusters Score -6948680 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6949624.000000 Penalty: 5424.916016
	Iteration 3Q: 3 clusters Score -6949624 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6950909.000000 Penalty: 5424.916016
	Iteration 4Q: 3 clusters Score -6950909 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6952731.000000 Penalty: 5424.916016
	Iteration 5F: 3 clusters Score -6952731 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -6955473.500000 Penalty: 5424.916016
	Iteration 6F: 3 clusters Score -6955474 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -6959107.500000 Penalty: 5424.916016
	Iteration 7F: 3 clusters Score -6959108 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -6963192.000000 Penalty: 5424.916016
	Iteration 8F: 3 clusters Score -6963192 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -6966600.500000 Penalty: 5424.916016
	Iteration 9F: 3 clusters Score -6966600 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6968837.000000 Penalty: 5424.916016
	Iteration 10Q: 3 clusters Score -6968837 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6969960.500000 Penalty: 5424.916016
	Iteration 11Q: 3 clusters Score -6969960 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6970398.000000 Penalty: 5424.916016
	Iteration 12Q: 3 clusters Score -6970398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6970555.500000 Penalty: 5424.916016
	Iteration 13Q: 3 clusters Score -6970556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6970626.000000 Penalty: 5424.916016
	Iteration 14Q: 3 clusters Score -6970626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6970634.000000 Penalty: 5424.916016
	Iteration 15Q: 3 clusters Score -6970634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6970656.500000 Penalty: 5424.916016
	Iteration 16Q: 3 clusters Score -6970656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6970671.000000 Penalty: 5424.916016
	Iteration 17Q: 3 clusters Score -6970671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6970687.000000 Penalty: 5424.916016
	Iteration 18Q: 3 clusters Score -6970687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6970676.500000 Penalty: 5424.916016
	Iteration 19Q: 3 clusters Score -6970676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6970682.000000 Penalty: 5424.916016
	Iteration 20F: 3 clusters Score -6970682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6970686.000000 Penalty: 5424.916016
	Iteration 21Q: 3 clusters Score -6970686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6970683.000000 Penalty: 5424.916016
	Iteration 22Q: 3 clusters Score -6970683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6970680.500000 Penalty: 5424.916016
	Iteration 23Q: 3 clusters Score -6970680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6970693.500000 Penalty: 5424.916016
	Iteration 24Q: 3 clusters Score -6970694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6970689.000000 Penalty: 5424.916016
	Iteration 25Q: 3 clusters Score -6970689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6970688.000000 Penalty: 5424.916016
	Iteration 26Q: 3 clusters Score -6970688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6970686.000000 Penalty: 5424.916016
	Iteration 27Q: 3 clusters Score -6970686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6970683.000000 Penalty: 5424.916016
	Iteration 28Q: 3 clusters Score -6970683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6970688.000000 Penalty: 5424.916016
	Iteration 29Q: 3 clusters Score -6970688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6970685.500000 Penalty: 5424.916016
	Iteration 30Q: 3 clusters Score -6970686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6970685.500000 Penalty: 5424.916016
	Iteration 31F: 3 clusters Score -6970686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177793 members 
Entering Unmasked Estep 
Score: -22830074.000000 Penalty: 2997.916992
	Iteration 0F: 2 clusters Score -2.283007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -22712544.000000 Penalty: 5995.833984
	Iteration 0F: 3 clusters Score -2.271254e+07 nChanged 85237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -22763172.000000 Penalty: 5995.833984
	Iteration 1F: 3 clusters Score -2.276317e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -22766140.000000 Penalty: 5995.833984
	Iteration 2Q: 3 clusters Score -2.276614e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -22770858.000000 Penalty: 5995.833984
	Iteration 3F: 3 clusters Score -2.277086e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -22778048.000000 Penalty: 5995.833984
	Iteration 4F: 3 clusters Score -2.277805e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -22787946.000000 Penalty: 5995.833984
	Iteration 5F: 3 clusters Score -2.278795e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -22800106.000000 Penalty: 5995.833984
	Iteration 6F: 3 clusters Score -2.280011e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -22811482.000000 Penalty: 5995.833984
	Iteration 7F: 3 clusters Score -2.281148e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135467 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -22819090.000000 Penalty: 5995.833984
	Iteration 8F: 3 clusters Score -2.281909e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139126 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -22823036.000000 Penalty: 5995.833984
	Iteration 9Q: 3 clusters Score -2.282304e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -22825004.000000 Penalty: 5995.833984
	Iteration 10Q: 3 clusters Score -2.2825e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -22826244.000000 Penalty: 5995.833984
	Iteration 11Q: 3 clusters Score -2.282624e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -22826902.000000 Penalty: 5995.833984
	Iteration 12Q: 3 clusters Score -2.28269e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146812 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -22827574.000000 Penalty: 5995.833984
	Iteration 13Q: 3 clusters Score -2.282757e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -22827926.000000 Penalty: 5995.833984
	Iteration 14Q: 3 clusters Score -2.282793e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149201 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -22828358.000000 Penalty: 5995.833984
	Iteration 15Q: 3 clusters Score -2.282836e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -22828644.000000 Penalty: 5995.833984
	Iteration 16Q: 3 clusters Score -2.282864e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151370 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -22828952.000000 Penalty: 5995.833984
	Iteration 17Q: 3 clusters Score -2.282895e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -22829254.000000 Penalty: 5995.833984
	Iteration 18Q: 3 clusters Score -2.282925e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -22829394.000000 Penalty: 5995.833984
	Iteration 19Q: 3 clusters Score -2.282939e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -22829544.000000 Penalty: 5995.833984
	Iteration 20F: 3 clusters Score -2.282954e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155331 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -22829800.000000 Penalty: 5995.833984
	Iteration 21Q: 3 clusters Score -2.28298e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -22829974.000000 Penalty: 5995.833984
	Iteration 22Q: 3 clusters Score -2.282997e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -22830172.000000 Penalty: 5995.833984
	Iteration 23Q: 3 clusters Score -2.283017e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -22830200.000000 Penalty: 5995.833984
	Iteration 24Q: 3 clusters Score -2.28302e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -22830374.000000 Penalty: 5995.833984
	Iteration 25Q: 3 clusters Score -2.283037e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159827 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -22830538.000000 Penalty: 5995.833984
	Iteration 26Q: 3 clusters Score -2.283054e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -22830668.000000 Penalty: 5995.833984
	Iteration 27Q: 3 clusters Score -2.283067e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -22830838.000000 Penalty: 5995.833984
	Iteration 28Q: 3 clusters Score -2.283084e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162230 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -22830874.000000 Penalty: 5995.833984
	Iteration 29Q: 3 clusters Score -2.283087e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -22831102.000000 Penalty: 5995.833984
	Iteration 30Q: 3 clusters Score -2.28311e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -22831124.000000 Penalty: 5995.833984
	Iteration 31Q: 3 clusters Score -2.283112e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -22831250.000000 Penalty: 5995.833984
	Iteration 32Q: 3 clusters Score -2.283125e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 33Q: 3 clusters Score -2.283127e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -22831242.000000 Penalty: 5995.833984
	Iteration 34Q: 3 clusters Score -2.283124e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 35Q: 3 clusters Score -2.283127e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -22831248.000000 Penalty: 5995.833984
	Iteration 36Q: 3 clusters Score -2.283125e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -22831308.000000 Penalty: 5995.833984
	Iteration 37Q: 3 clusters Score -2.283131e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -22831292.000000 Penalty: 5995.833984
	Iteration 38Q: 3 clusters Score -2.283129e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167727 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -22831316.000000 Penalty: 5995.833984
	Iteration 39Q: 3 clusters Score -2.283132e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -22831370.000000 Penalty: 5995.833984
	Iteration 40F: 3 clusters Score -2.283137e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -22831376.000000 Penalty: 5995.833984
	Iteration 41Q: 3 clusters Score -2.283138e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -22831450.000000 Penalty: 5995.833984
	Iteration 42Q: 3 clusters Score -2.283145e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -22831414.000000 Penalty: 5995.833984
	Iteration 43Q: 3 clusters Score -2.283141e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169357 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -22831390.000000 Penalty: 5995.833984
	Iteration 44Q: 3 clusters Score -2.283139e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -22831408.000000 Penalty: 5995.833984
	Iteration 45Q: 3 clusters Score -2.283141e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169884 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -22831416.000000 Penalty: 5995.833984
	Iteration 46Q: 3 clusters Score -2.283142e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170125 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -22831444.000000 Penalty: 5995.833984
	Iteration 47Q: 3 clusters Score -2.283144e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170320 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -22831454.000000 Penalty: 5995.833984
	Iteration 48Q: 3 clusters Score -2.283145e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -22831460.000000 Penalty: 5995.833984
	Iteration 49Q: 3 clusters Score -2.283146e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -22831482.000000 Penalty: 5995.833984
	Iteration 50Q: 3 clusters Score -2.283148e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170765 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -22831480.000000 Penalty: 5995.833984
	Iteration 51Q: 3 clusters Score -2.283148e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -22831416.000000 Penalty: 5995.833984
	Iteration 52Q: 3 clusters Score -2.283142e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -22831398.000000 Penalty: 5995.833984
	Iteration 53Q: 3 clusters Score -2.28314e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -22831404.000000 Penalty: 5995.833984
	Iteration 54Q: 3 clusters Score -2.28314e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -22831438.000000 Penalty: 5995.833984
	Iteration 55Q: 3 clusters Score -2.283144e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -22831384.000000 Penalty: 5995.833984
	Iteration 56Q: 3 clusters Score -2.283138e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -22831360.000000 Penalty: 5995.833984
	Iteration 57Q: 3 clusters Score -2.283136e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -22831352.000000 Penalty: 5995.833984
	Iteration 58Q: 3 clusters Score -2.283135e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -22831312.000000 Penalty: 5995.833984
	Iteration 59Q: 3 clusters Score -2.283131e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -22831308.000000 Penalty: 5995.833984
	Iteration 60F: 3 clusters Score -2.283131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171697 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -22831278.000000 Penalty: 5995.833984
	Iteration 61Q: 3 clusters Score -2.283128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -22831280.000000 Penalty: 5995.833984
	Iteration 62Q: 3 clusters Score -2.283128e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 63Q: 3 clusters Score -2.283127e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -22831282.000000 Penalty: 5995.833984
	Iteration 64Q: 3 clusters Score -2.283128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171911 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -22831280.000000 Penalty: 5995.833984
	Iteration 65Q: 3 clusters Score -2.283128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 66Q: 3 clusters Score -2.283127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -22831270.000000 Penalty: 5995.833984
	Iteration 67Q: 3 clusters Score -2.283127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172007 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -22831294.000000 Penalty: 5995.833984
	Iteration 68Q: 3 clusters Score -2.283129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172037 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -22831284.000000 Penalty: 5995.833984
	Iteration 69Q: 3 clusters Score -2.283128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 70Q: 3 clusters Score -2.283127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172084 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -22831284.000000 Penalty: 5995.833984
	Iteration 71Q: 3 clusters Score -2.283128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -22831276.000000 Penalty: 5995.833984
	Iteration 72Q: 3 clusters Score -2.283128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172106 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22831274.000000 Penalty: 5995.833984
	Iteration 73Q: 3 clusters Score -2.283127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -22831278.000000 Penalty: 5995.833984
	Iteration 74Q: 3 clusters Score -2.283128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -22831280.000000 Penalty: 5995.833984
	Iteration 75Q: 3 clusters Score -2.283128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172133 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -22831298.000000 Penalty: 5995.833984
	Iteration 76Q: 3 clusters Score -2.28313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -22831292.000000 Penalty: 5995.833984
	Iteration 77Q: 3 clusters Score -2.283129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -22831284.000000 Penalty: 5995.833984
	Iteration 78Q: 3 clusters Score -2.283128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -22831260.000000 Penalty: 5995.833984
	Iteration 79Q: 3 clusters Score -2.283126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -22831260.000000 Penalty: 5995.833984
	Iteration 80F: 3 clusters Score -2.283126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172230 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -22831256.000000 Penalty: 5995.833984
	Iteration 81Q: 3 clusters Score -2.283126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -22831256.000000 Penalty: 5995.833984
	Iteration 82Q: 3 clusters Score -2.283126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -22831242.000000 Penalty: 5995.833984
	Iteration 83Q: 3 clusters Score -2.283124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -22831232.000000 Penalty: 5995.833984
	Iteration 84Q: 3 clusters Score -2.283123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -22831230.000000 Penalty: 5995.833984
	Iteration 85Q: 3 clusters Score -2.283123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172300 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -22831232.000000 Penalty: 5995.833984
	Iteration 86Q: 3 clusters Score -2.283123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -22831252.000000 Penalty: 5995.833984
	Iteration 87Q: 3 clusters Score -2.283125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172316 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -22831230.000000 Penalty: 5995.833984
	Iteration 88Q: 3 clusters Score -2.283123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -22831216.000000 Penalty: 5995.833984
	Iteration 89Q: 3 clusters Score -2.283122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172339 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -22831220.000000 Penalty: 5995.833984
	Iteration 90Q: 3 clusters Score -2.283122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -22831218.000000 Penalty: 5995.833984
	Iteration 91Q: 3 clusters Score -2.283122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -22831240.000000 Penalty: 5995.833984
	Iteration 92Q: 3 clusters Score -2.283124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -22831228.000000 Penalty: 5995.833984
	Iteration 93Q: 3 clusters Score -2.283123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172396 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -22831236.000000 Penalty: 5995.833984
	Iteration 94Q: 3 clusters Score -2.283124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172409 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -22831254.000000 Penalty: 5995.833984
	Iteration 95Q: 3 clusters Score -2.283125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -22831270.000000 Penalty: 5995.833984
	Iteration 96Q: 3 clusters Score -2.283127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172434 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -22831276.000000 Penalty: 5995.833984
	Iteration 97Q: 3 clusters Score -2.283128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172443 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -22831266.000000 Penalty: 5995.833984
	Iteration 98Q: 3 clusters Score -2.283127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -22831266.000000 Penalty: 5995.833984
	Iteration 99Q: 3 clusters Score -2.283127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -22831266.000000 Penalty: 5995.833984
	Iteration 100F: 3 clusters Score -2.283127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172452 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -22831264.000000 Penalty: 5995.833984
	Iteration 101Q: 3 clusters Score -2.283126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -22831250.000000 Penalty: 5995.833984
	Iteration 102Q: 3 clusters Score -2.283125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -22831264.000000 Penalty: 5995.833984
	Iteration 103Q: 3 clusters Score -2.283126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -22831258.000000 Penalty: 5995.833984
	Iteration 104Q: 3 clusters Score -2.283126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22831240.000000 Penalty: 5995.833984
	Iteration 105Q: 3 clusters Score -2.283124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -22831240.000000 Penalty: 5995.833984
	Iteration 106Q: 3 clusters Score -2.283124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -22831238.000000 Penalty: 5995.833984
	Iteration 107Q: 3 clusters Score -2.283124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -22831238.000000 Penalty: 5995.833984
	Iteration 108F: 3 clusters Score -2.283124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198488 members 
Mstep: Class 2 contains 204924 members 
Mstep: Class 3 contains 30496 members 
Mstep: Class 4 contains 56237 members 
Mstep: Class 5 contains 172462 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138538 members 
Mstep: Class 8 contains 202690 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170225 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47415 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166405056.000000 Penalty: 76877.992188
Splitting cluster 5 changes total score from -166405024.000000 to -166405056.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34375.898438 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34375.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34661.636719 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34661.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34799.992188 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34799.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34867.898438 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -34867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34900.312500 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34900.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34913.289062 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34913.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34926.742188 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34926.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34941.093750 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34941.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34948.332031 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34948.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34964.441406 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34964.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34978.003906 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -34978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34986.234375 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -34986.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34987.757812 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -34987.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34992.363281 Penalty: 2926.349121
	Iteration 13Q: 3 clusters Score -34992.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34994.105469 Penalty: 2926.349121
	Iteration 14Q: 3 clusters Score -34994.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34994.105469 Penalty: 2926.349121
	Iteration 15F: 3 clusters Score -34994.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (138538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Entering Unmasked Estep 
Score: -17960972.000000 Penalty: 2936.047119
	Iteration 0F: 2 clusters Score -1.796097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -17868318.000000 Penalty: 5872.094238
	Iteration 0F: 3 clusters Score -1.786832e+07 nChanged 66041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -17907048.000000 Penalty: 5872.094238
	Iteration 1F: 3 clusters Score -1.790705e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -17908528.000000 Penalty: 5872.094238
	Iteration 2Q: 3 clusters Score -1.790853e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -17910686.000000 Penalty: 5872.094238
	Iteration 3Q: 3 clusters Score -1.791069e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -17914584.000000 Penalty: 5872.094238
	Iteration 4F: 3 clusters Score -1.791458e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -17921166.000000 Penalty: 5872.094238
	Iteration 5F: 3 clusters Score -1.792117e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -17930204.000000 Penalty: 5872.094238
	Iteration 6F: 3 clusters Score -1.79302e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -17940476.000000 Penalty: 5872.094238
	Iteration 7F: 3 clusters Score -1.794048e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128157 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -17948834.000000 Penalty: 5872.094238
	Iteration 8F: 3 clusters Score -1.794883e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -17953988.000000 Penalty: 5872.094238
	Iteration 9Q: 3 clusters Score -1.795399e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17956492.000000 Penalty: 5872.094238
	Iteration 10Q: 3 clusters Score -1.795649e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17957576.000000 Penalty: 5872.094238
	Iteration 11Q: 3 clusters Score -1.795758e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -17958016.000000 Penalty: 5872.094238
	Iteration 12Q: 3 clusters Score -1.795802e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -17958156.000000 Penalty: 5872.094238
	Iteration 13Q: 3 clusters Score -1.795816e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17958246.000000 Penalty: 5872.094238
	Iteration 14Q: 3 clusters Score -1.795825e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17958302.000000 Penalty: 5872.094238
	Iteration 15Q: 3 clusters Score -1.79583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -17958324.000000 Penalty: 5872.094238
	Iteration 16Q: 3 clusters Score -1.795832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17958326.000000 Penalty: 5872.094238
	Iteration 17Q: 3 clusters Score -1.795833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17958322.000000 Penalty: 5872.094238
	Iteration 18Q: 3 clusters Score -1.795832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138168 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17958348.000000 Penalty: 5872.094238
	Iteration 19Q: 3 clusters Score -1.795835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17958356.000000 Penalty: 5872.094238
	Iteration 20F: 3 clusters Score -1.795836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17958358.000000 Penalty: 5872.094238
	Iteration 21Q: 3 clusters Score -1.795836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5872.094238
	Iteration 22Q: 3 clusters Score -1.795837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17958382.000000 Penalty: 5872.094238
	Iteration 23Q: 3 clusters Score -1.795838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17958384.000000 Penalty: 5872.094238
	Iteration 24Q: 3 clusters Score -1.795838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17958410.000000 Penalty: 5872.094238
	Iteration 25Q: 3 clusters Score -1.795841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17958416.000000 Penalty: 5872.094238
	Iteration 26Q: 3 clusters Score -1.795842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -17958416.000000 Penalty: 5872.094238
	Iteration 27Q: 3 clusters Score -1.795842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17958422.000000 Penalty: 5872.094238
	Iteration 28Q: 3 clusters Score -1.795842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138196 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -17958422.000000 Penalty: 5872.094238
	Iteration 29Q: 3 clusters Score -1.795842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -17958428.000000 Penalty: 5872.094238
	Iteration 30Q: 3 clusters Score -1.795843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -17958434.000000 Penalty: 5872.094238
	Iteration 31Q: 3 clusters Score -1.795843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17958434.000000 Penalty: 5872.094238
	Iteration 32Q: 3 clusters Score -1.795843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17958434.000000 Penalty: 5872.094238
	Iteration 33F: 3 clusters Score -1.795843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (202690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202690 members 
Entering Unmasked Estep 
Score: -26238970.000000 Penalty: 3030.419434
	Iteration 0F: 2 clusters Score -2.623897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -26110136.000000 Penalty: 6060.838867
	Iteration 0F: 3 clusters Score -2.611014e+07 nChanged 97496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -26167098.000000 Penalty: 6060.838867
	Iteration 1F: 3 clusters Score -2.61671e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -26168274.000000 Penalty: 6060.838867
	Iteration 2Q: 3 clusters Score -2.616827e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -26169772.000000 Penalty: 6060.838867
	Iteration 3Q: 3 clusters Score -2.616977e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -26171700.000000 Penalty: 6060.838867
	Iteration 4Q: 3 clusters Score -2.61717e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -26175236.000000 Penalty: 6060.838867
	Iteration 5Q: 3 clusters Score -2.617524e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -26181348.000000 Penalty: 6060.838867
	Iteration 6F: 3 clusters Score -2.618135e+07 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -26191832.000000 Penalty: 6060.838867
	Iteration 7F: 3 clusters Score -2.619183e+07 nChanged 17802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164034 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -26207338.000000 Penalty: 6060.838867
	Iteration 8F: 3 clusters Score -2.620734e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -26221776.000000 Penalty: 6060.838867
	Iteration 9F: 3 clusters Score -2.622178e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193341 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -26230594.000000 Penalty: 6060.838867
	Iteration 10F: 3 clusters Score -2.623059e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199278 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -26234386.000000 Penalty: 6060.838867
	Iteration 11Q: 3 clusters Score -2.623439e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201396 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26235616.000000 Penalty: 6060.838867
	Iteration 12Q: 3 clusters Score -2.623562e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202072 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -26236064.000000 Penalty: 6060.838867
	Iteration 13Q: 3 clusters Score -2.623606e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202269 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26236208.000000 Penalty: 6060.838867
	Iteration 14Q: 3 clusters Score -2.623621e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202324 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26236288.000000 Penalty: 6060.838867
	Iteration 15Q: 3 clusters Score -2.623629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26236348.000000 Penalty: 6060.838867
	Iteration 16Q: 3 clusters Score -2.623635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26236388.000000 Penalty: 6060.838867
	Iteration 17Q: 3 clusters Score -2.623639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26236400.000000 Penalty: 6060.838867
	Iteration 18Q: 3 clusters Score -2.62364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202366 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26236404.000000 Penalty: 6060.838867
	Iteration 19Q: 3 clusters Score -2.62364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26236406.000000 Penalty: 6060.838867
	Iteration 20F: 3 clusters Score -2.623641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202375 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26236416.000000 Penalty: 6060.838867
	Iteration 21Q: 3 clusters Score -2.623642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202379 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26236426.000000 Penalty: 6060.838867
	Iteration 22Q: 3 clusters Score -2.623643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202380 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26236416.000000 Penalty: 6060.838867
	Iteration 23Q: 3 clusters Score -2.623642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202381 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26236414.000000 Penalty: 6060.838867
	Iteration 24Q: 3 clusters Score -2.623641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202380 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26236418.000000 Penalty: 6060.838867
	Iteration 25Q: 3 clusters Score -2.623642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202380 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26236418.000000 Penalty: 6060.838867
	Iteration 26F: 3 clusters Score -2.623642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -691442.875000 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -691442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -686583.250000 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -686583.2 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -687882.812500 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -687882.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -688112.875000 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -688112.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -688271.125000 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -688271.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -688391.500000 Penalty: 4270.718262
	Iteration 4Q: 3 clusters Score -688391.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -688516.875000 Penalty: 4270.718262
	Iteration 5Q: 3 clusters Score -688516.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -688659.062500 Penalty: 4270.718262
	Iteration 6Q: 3 clusters Score -688659.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -688805.875000 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -688805.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -688944.812500 Penalty: 4270.718262
	Iteration 8Q: 3 clusters Score -688944.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -689082.500000 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -689082.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -689200.750000 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -689200.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -689299.000000 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -689299 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -689383.062500 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -689383.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -689454.437500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -689454.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -689508.062500 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -689508.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -689564.875000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -689564.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -689600.687500 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -689600.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -689629.625000 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -689629.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -689647.062500 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -689647.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -689665.125000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -689665.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -689690.562500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -689690.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -689715.062500 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -689715.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -689731.750000 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -689731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -689744.125000 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -689744.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -689757.375000 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -689757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -689763.187500 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -689763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -689770.375000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -689770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -689774.937500 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -689774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -689778.937500 Penalty: 4270.718262
	Iteration 28Q: 3 clusters Score -689778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -689781.187500 Penalty: 4270.718262
	Iteration 29Q: 3 clusters Score -689781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -689784.062500 Penalty: 4270.718262
	Iteration 30Q: 3 clusters Score -689784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -689785.375000 Penalty: 4270.718262
	Iteration 31Q: 3 clusters Score -689785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -689784.437500 Penalty: 4270.718262
	Iteration 32Q: 3 clusters Score -689784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -689785.062500 Penalty: 4270.718262
	Iteration 33Q: 3 clusters Score -689785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -689787.750000 Penalty: 4270.718262
	Iteration 34Q: 3 clusters Score -689787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -689789.500000 Penalty: 4270.718262
	Iteration 35Q: 3 clusters Score -689789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -689791.812500 Penalty: 4270.718262
	Iteration 36Q: 3 clusters Score -689791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -689793.312500 Penalty: 4270.718262
	Iteration 37Q: 3 clusters Score -689793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -689793.937500 Penalty: 4270.718262
	Iteration 38Q: 3 clusters Score -689793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -689793.937500 Penalty: 4270.718262
	Iteration 39F: 3 clusters Score -689793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Entering Unmasked Estep 
Score: -5763950.500000 Penalty: 2653.472168
	Iteration 0F: 2 clusters Score -5763950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5734011.000000 Penalty: 5306.944336
	Iteration 0F: 3 clusters Score -5734011 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5745288.000000 Penalty: 5306.944336
	Iteration 1F: 3 clusters Score -5745288 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5745787.000000 Penalty: 5306.944336
	Iteration 2Q: 3 clusters Score -5745787 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5746195.500000 Penalty: 5306.944336
	Iteration 3Q: 3 clusters Score -5746196 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5746651.500000 Penalty: 5306.944336
	Iteration 4Q: 3 clusters Score -5746652 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5747079.000000 Penalty: 5306.944336
	Iteration 5Q: 3 clusters Score -5747079 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5747643.500000 Penalty: 5306.944336
	Iteration 6Q: 3 clusters Score -5747644 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5748346.000000 Penalty: 5306.944336
	Iteration 7Q: 3 clusters Score -5748346 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5749243.500000 Penalty: 5306.944336
	Iteration 8Q: 3 clusters Score -5749244 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5750441.000000 Penalty: 5306.944336
	Iteration 9Q: 3 clusters Score -5750441 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5751762.000000 Penalty: 5306.944336
	Iteration 10Q: 3 clusters Score -5751762 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5753073.500000 Penalty: 5306.944336
	Iteration 11F: 3 clusters Score -5753074 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5754320.000000 Penalty: 5306.944336
	Iteration 12Q: 3 clusters Score -5754320 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -5755149.000000 Penalty: 5306.944336
	Iteration 13Q: 3 clusters Score -5755149 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5755753.000000 Penalty: 5306.944336
	Iteration 14Q: 3 clusters Score -5755753 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5756076.500000 Penalty: 5306.944336
	Iteration 15Q: 3 clusters Score -5756076 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5756280.000000 Penalty: 5306.944336
	Iteration 16Q: 3 clusters Score -5756280 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5756439.000000 Penalty: 5306.944336
	Iteration 17Q: 3 clusters Score -5756439 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5756666.000000 Penalty: 5306.944336
	Iteration 18Q: 3 clusters Score -5756666 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5756850.500000 Penalty: 5306.944336
	Iteration 19Q: 3 clusters Score -5756850 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5757074.500000 Penalty: 5306.944336
	Iteration 20F: 3 clusters Score -5757074 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5757393.000000 Penalty: 5306.944336
	Iteration 21Q: 3 clusters Score -5757393 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -5757692.000000 Penalty: 5306.944336
	Iteration 22Q: 3 clusters Score -5757692 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5758006.000000 Penalty: 5306.944336
	Iteration 23Q: 3 clusters Score -5758006 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5758407.500000 Penalty: 5306.944336
	Iteration 24Q: 3 clusters Score -5758408 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5758845.500000 Penalty: 5306.944336
	Iteration 25Q: 3 clusters Score -5758846 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5759365.000000 Penalty: 5306.944336
	Iteration 26Q: 3 clusters Score -5759365 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5759890.000000 Penalty: 5306.944336
	Iteration 27Q: 3 clusters Score -5759890 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5760295.000000 Penalty: 5306.944336
	Iteration 28Q: 3 clusters Score -5760295 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -5760554.500000 Penalty: 5306.944336
	Iteration 29Q: 3 clusters Score -5760554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5760737.000000 Penalty: 5306.944336
	Iteration 30Q: 3 clusters Score -5760737 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5760872.000000 Penalty: 5306.944336
	Iteration 31Q: 3 clusters Score -5760872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5760975.500000 Penalty: 5306.944336
	Iteration 32Q: 3 clusters Score -5760976 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5761050.000000 Penalty: 5306.944336
	Iteration 33Q: 3 clusters Score -5761050 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -5761064.000000 Penalty: 5306.944336
	Iteration 34Q: 3 clusters Score -5761064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5761120.500000 Penalty: 5306.944336
	Iteration 35Q: 3 clusters Score -5761120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5761207.500000 Penalty: 5306.944336
	Iteration 36Q: 3 clusters Score -5761208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5761226.000000 Penalty: 5306.944336
	Iteration 37Q: 3 clusters Score -5761226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5761244.000000 Penalty: 5306.944336
	Iteration 38Q: 3 clusters Score -5761244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5761260.000000 Penalty: 5306.944336
	Iteration 39Q: 3 clusters Score -5761260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -5761282.000000 Penalty: 5306.944336
	Iteration 40F: 3 clusters Score -5761282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5761323.500000 Penalty: 5306.944336
	Iteration 41Q: 3 clusters Score -5761324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5761341.000000 Penalty: 5306.944336
	Iteration 42Q: 3 clusters Score -5761341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5761364.000000 Penalty: 5306.944336
	Iteration 43Q: 3 clusters Score -5761364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5761373.000000 Penalty: 5306.944336
	Iteration 44Q: 3 clusters Score -5761373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5761379.000000 Penalty: 5306.944336
	Iteration 45Q: 3 clusters Score -5761379 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5761417.500000 Penalty: 5306.944336
	Iteration 46Q: 3 clusters Score -5761418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5761444.000000 Penalty: 5306.944336
	Iteration 47Q: 3 clusters Score -5761444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5761447.000000 Penalty: 5306.944336
	Iteration 48Q: 3 clusters Score -5761447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5761442.500000 Penalty: 5306.944336
	Iteration 49Q: 3 clusters Score -5761442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5761454.500000 Penalty: 5306.944336
	Iteration 50Q: 3 clusters Score -5761454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5761477.000000 Penalty: 5306.944336
	Iteration 51Q: 3 clusters Score -5761477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5761490.500000 Penalty: 5306.944336
	Iteration 52Q: 3 clusters Score -5761490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5761506.500000 Penalty: 5306.944336
	Iteration 53Q: 3 clusters Score -5761506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5761518.000000 Penalty: 5306.944336
	Iteration 54Q: 3 clusters Score -5761518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5761534.000000 Penalty: 5306.944336
	Iteration 55Q: 3 clusters Score -5761534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5761535.000000 Penalty: 5306.944336
	Iteration 56Q: 3 clusters Score -5761535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -5761533.500000 Penalty: 5306.944336
	Iteration 57Q: 3 clusters Score -5761534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5761547.500000 Penalty: 5306.944336
	Iteration 58Q: 3 clusters Score -5761548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5761549.500000 Penalty: 5306.944336
	Iteration 59Q: 3 clusters Score -5761550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5761554.000000 Penalty: 5306.944336
	Iteration 60F: 3 clusters Score -5761554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5761552.500000 Penalty: 5306.944336
	Iteration 61Q: 3 clusters Score -5761552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5761559.500000 Penalty: 5306.944336
	Iteration 62Q: 3 clusters Score -5761560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5761567.000000 Penalty: 5306.944336
	Iteration 63Q: 3 clusters Score -5761567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -5761560.500000 Penalty: 5306.944336
	Iteration 64Q: 3 clusters Score -5761560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5761568.500000 Penalty: 5306.944336
	Iteration 65Q: 3 clusters Score -5761568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5761580.000000 Penalty: 5306.944336
	Iteration 66Q: 3 clusters Score -5761580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5761577.500000 Penalty: 5306.944336
	Iteration 67Q: 3 clusters Score -5761578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5761585.000000 Penalty: 5306.944336
	Iteration 68Q: 3 clusters Score -5761585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -5761583.000000 Penalty: 5306.944336
	Iteration 69Q: 3 clusters Score -5761583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5761587.500000 Penalty: 5306.944336
	Iteration 70Q: 3 clusters Score -5761588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5761594.500000 Penalty: 5306.944336
	Iteration 71Q: 3 clusters Score -5761594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5761589.500000 Penalty: 5306.944336
	Iteration 72Q: 3 clusters Score -5761590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5761588.000000 Penalty: 5306.944336
	Iteration 73Q: 3 clusters Score -5761588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5761598.500000 Penalty: 5306.944336
	Iteration 74Q: 3 clusters Score -5761598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -5761599.500000 Penalty: 5306.944336
	Iteration 75Q: 3 clusters Score -5761600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5761600.000000 Penalty: 5306.944336
	Iteration 76Q: 3 clusters Score -5761600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5761599.500000 Penalty: 5306.944336
	Iteration 77Q: 3 clusters Score -5761600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5761607.000000 Penalty: 5306.944336
	Iteration 78Q: 3 clusters Score -5761607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5761605.500000 Penalty: 5306.944336
	Iteration 79Q: 3 clusters Score -5761606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5761626.500000 Penalty: 5306.944336
	Iteration 80F: 3 clusters Score -5761626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5761630.000000 Penalty: 5306.944336
	Iteration 81Q: 3 clusters Score -5761630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5761639.000000 Penalty: 5306.944336
	Iteration 82Q: 3 clusters Score -5761639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5761643.500000 Penalty: 5306.944336
	Iteration 83Q: 3 clusters Score -5761644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5761650.000000 Penalty: 5306.944336
	Iteration 84Q: 3 clusters Score -5761650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5761643.000000 Penalty: 5306.944336
	Iteration 85Q: 3 clusters Score -5761643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5761660.500000 Penalty: 5306.944336
	Iteration 86Q: 3 clusters Score -5761660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5761649.500000 Penalty: 5306.944336
	Iteration 87Q: 3 clusters Score -5761650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5761653.000000 Penalty: 5306.944336
	Iteration 88Q: 3 clusters Score -5761653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5761655.000000 Penalty: 5306.944336
	Iteration 89Q: 3 clusters Score -5761655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5761654.500000 Penalty: 5306.944336
	Iteration 90Q: 3 clusters Score -5761654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5761661.500000 Penalty: 5306.944336
	Iteration 91Q: 3 clusters Score -5761662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5761658.000000 Penalty: 5306.944336
	Iteration 92Q: 3 clusters Score -5761658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5761668.000000 Penalty: 5306.944336
	Iteration 93Q: 3 clusters Score -5761668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5761665.500000 Penalty: 5306.944336
	Iteration 94Q: 3 clusters Score -5761666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5761662.500000 Penalty: 5306.944336
	Iteration 95Q: 3 clusters Score -5761662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5761664.500000 Penalty: 5306.944336
	Iteration 96Q: 3 clusters Score -5761664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5761660.500000 Penalty: 5306.944336
	Iteration 97Q: 3 clusters Score -5761660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5761661.500000 Penalty: 5306.944336
	Iteration 98Q: 3 clusters Score -5761662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5761662.500000 Penalty: 5306.944336
	Iteration 99Q: 3 clusters Score -5761662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5761674.000000 Penalty: 5306.944336
	Iteration 100F: 3 clusters Score -5761674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5761672.500000 Penalty: 5306.944336
	Iteration 101Q: 3 clusters Score -5761672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5761672.500000 Penalty: 5306.944336
	Iteration 102Q: 3 clusters Score -5761672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5761671.000000 Penalty: 5306.944336
	Iteration 103Q: 3 clusters Score -5761671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5761667.000000 Penalty: 5306.944336
	Iteration 104Q: 3 clusters Score -5761667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5761675.000000 Penalty: 5306.944336
	Iteration 105Q: 3 clusters Score -5761675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5761677.000000 Penalty: 5306.944336
	Iteration 106Q: 3 clusters Score -5761677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5761677.000000 Penalty: 5306.944336
	Iteration 107F: 3 clusters Score -5761677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -361656.312500 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -361656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -358403.125000 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -358403.1 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -359228.250000 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -359228.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -359483.406250 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -359483.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -359671.312500 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -359671.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -359825.843750 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -359825.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359970.437500 Penalty: 3972.479004
	Iteration 5F: 3 clusters Score -359970.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -360071.343750 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -360071.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -360169.375000 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -360169.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -360262.281250 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -360262.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -360376.000000 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -360376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -360467.000000 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -360467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -360540.343750 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -360540.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -360584.375000 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -360584.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -360616.281250 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -360616.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360650.250000 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -360650.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -360671.718750 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -360671.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -360681.781250 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -360681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -360693.687500 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -360693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -360706.906250 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -360706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -360721.156250 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -360721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -360731.031250 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -360731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -360737.812500 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -360737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -360744.375000 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -360744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -360751.000000 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -360751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -360758.062500 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -360758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -360764.312500 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -360764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -360766.593750 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -360766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -360768.531250 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -360768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -360771.000000 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -360771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -360774.843750 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -360774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -360777.375000 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -360777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -360777.968750 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -360778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -360777.968750 Penalty: 3972.479004
	Iteration 32F: 3 clusters Score -360778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107599.476562 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107599.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108081.859375 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108081.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108408.750000 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108408.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108636.578125 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108636.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108860.414062 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108860.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109027.148438 Penalty: 3460.268555
	Iteration 5F: 3 clusters Score -109027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109083.203125 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -109083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109109.265625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -109109.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109130.101562 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109144.437500 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109166.281250 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109166.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -109182.468750 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -109196.984375 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -109206.367188 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -109206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109215.531250 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -109215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -109228.046875 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -109228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109237.398438 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -109237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -109241.250000 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -109241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109245.460938 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -109245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -109250.734375 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -109250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109259.968750 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -109260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109269.062500 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -109269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109283.640625 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -109283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109292.140625 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -109292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109293.101562 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -109293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -109296.156250 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -109296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -109298.750000 Penalty: 3460.268555
	Iteration 26Q: 3 clusters Score -109298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109307.453125 Penalty: 3460.268555
	Iteration 27Q: 3 clusters Score -109307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -109325.804688 Penalty: 3460.268555
	Iteration 28Q: 3 clusters Score -109325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109351.054688 Penalty: 3460.268555
	Iteration 29Q: 3 clusters Score -109351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109352.390625 Penalty: 3460.268555
	Iteration 30Q: 3 clusters Score -109352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109352.390625 Penalty: 3460.268555
	Iteration 31F: 3 clusters Score -109352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69236.062500 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69236.06 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69582.695312 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69582.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69837.742188 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69837.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70078.140625 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -70078.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70295.945312 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -70295.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70400.296875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -70400.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70446.007812 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70446.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70509.304688 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70509.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70595.812500 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70595.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70720.242188 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70720.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70906.796875 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70981.796875 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -70981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71005.476562 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -71005.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71013.015625 Penalty: 3198.649170
	Iteration 13F: 3 clusters Score -71013.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71030.273438 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -71030.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71030.273438 Penalty: 3198.649170
	Iteration 15F: 3 clusters Score -71030.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198488 members 
Mstep: Class 2 contains 204924 members 
Mstep: Class 3 contains 30496 members 
Mstep: Class 4 contains 56237 members 
Mstep: Class 5 contains 172462 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138538 members 
Mstep: Class 8 contains 202690 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 253 members 
Mstep: Class 14 contains 170225 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47415 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166403376.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166405024.000000 to -166403376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (170225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Entering Unmasked Estep 
Score: -21894042.000000 Penalty: 2987.129395
	Iteration 0F: 2 clusters Score -2.189404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -21781234.000000 Penalty: 5974.258789
	Iteration 0F: 3 clusters Score -2.178123e+07 nChanged 81385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -21829998.000000 Penalty: 5974.258789
	Iteration 1F: 3 clusters Score -2.183e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -21832082.000000 Penalty: 5974.258789
	Iteration 2Q: 3 clusters Score -2.183208e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -21835198.000000 Penalty: 5974.258789
	Iteration 3Q: 3 clusters Score -2.18352e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -21839940.000000 Penalty: 5974.258789
	Iteration 4Q: 3 clusters Score -2.183994e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -21846824.000000 Penalty: 5974.258789
	Iteration 5F: 3 clusters Score -2.184682e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 112839 members 
Entering Unmasked Estep 
Score: -21855356.000000 Penalty: 5974.258789
	Iteration 6F: 3 clusters Score -2.185536e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 118838 members 
Entering Unmasked Estep 
Score: -21863626.000000 Penalty: 5974.258789
	Iteration 7F: 3 clusters Score -2.186363e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -21869602.000000 Penalty: 5974.258789
	Iteration 8F: 3 clusters Score -2.18696e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -21873332.000000 Penalty: 5974.258789
	Iteration 9Q: 3 clusters Score -2.187333e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -21875562.000000 Penalty: 5974.258789
	Iteration 10Q: 3 clusters Score -2.187556e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 132667 members 
Entering Unmasked Estep 
Score: -21876990.000000 Penalty: 5974.258789
	Iteration 11Q: 3 clusters Score -2.187699e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -21878116.000000 Penalty: 5974.258789
	Iteration 12Q: 3 clusters Score -2.187812e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 138067 members 
Entering Unmasked Estep 
Score: -21879072.000000 Penalty: 5974.258789
	Iteration 13Q: 3 clusters Score -2.187907e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -21880062.000000 Penalty: 5974.258789
	Iteration 14Q: 3 clusters Score -2.188006e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 143557 members 
Entering Unmasked Estep 
Score: -21881054.000000 Penalty: 5974.258789
	Iteration 15Q: 3 clusters Score -2.188105e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 146236 members 
Entering Unmasked Estep 
Score: -21881950.000000 Penalty: 5974.258789
	Iteration 16Q: 3 clusters Score -2.188195e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -21882976.000000 Penalty: 5974.258789
	Iteration 17Q: 3 clusters Score -2.188298e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -21883994.000000 Penalty: 5974.258789
	Iteration 18Q: 3 clusters Score -2.188399e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -21885164.000000 Penalty: 5974.258789
	Iteration 19Q: 3 clusters Score -2.188516e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -21886114.000000 Penalty: 5974.258789
	Iteration 20F: 3 clusters Score -2.188611e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 158974 members 
Entering Unmasked Estep 
Score: -21887012.000000 Penalty: 5974.258789
	Iteration 21Q: 3 clusters Score -2.188701e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -21887960.000000 Penalty: 5974.258789
	Iteration 22Q: 3 clusters Score -2.188796e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -21888730.000000 Penalty: 5974.258789
	Iteration 23Q: 3 clusters Score -2.188873e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -21889396.000000 Penalty: 5974.258789
	Iteration 24Q: 3 clusters Score -2.18894e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -21889984.000000 Penalty: 5974.258789
	Iteration 25Q: 3 clusters Score -2.188998e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -21890434.000000 Penalty: 5974.258789
	Iteration 26Q: 3 clusters Score -2.189043e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 166462 members 
Entering Unmasked Estep 
Score: -21890676.000000 Penalty: 5974.258789
	Iteration 27Q: 3 clusters Score -2.189068e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 166978 members 
Entering Unmasked Estep 
Score: -21890892.000000 Penalty: 5974.258789
	Iteration 28Q: 3 clusters Score -2.189089e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 167379 members 
Entering Unmasked Estep 
Score: -21891054.000000 Penalty: 5974.258789
	Iteration 29Q: 3 clusters Score -2.189105e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -21891166.000000 Penalty: 5974.258789
	Iteration 30Q: 3 clusters Score -2.189117e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -21891274.000000 Penalty: 5974.258789
	Iteration 31Q: 3 clusters Score -2.189127e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -21891290.000000 Penalty: 5974.258789
	Iteration 32Q: 3 clusters Score -2.189129e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -21891330.000000 Penalty: 5974.258789
	Iteration 33Q: 3 clusters Score -2.189133e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -21891396.000000 Penalty: 5974.258789
	Iteration 34Q: 3 clusters Score -2.18914e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -21891450.000000 Penalty: 5974.258789
	Iteration 35Q: 3 clusters Score -2.189145e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 168529 members 
Entering Unmasked Estep 
Score: -21891504.000000 Penalty: 5974.258789
	Iteration 36Q: 3 clusters Score -2.18915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -21891582.000000 Penalty: 5974.258789
	Iteration 37Q: 3 clusters Score -2.189158e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 168632 members 
Entering Unmasked Estep 
Score: -21891626.000000 Penalty: 5974.258789
	Iteration 38Q: 3 clusters Score -2.189163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -21891632.000000 Penalty: 5974.258789
	Iteration 39Q: 3 clusters Score -2.189163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 168689 members 
Entering Unmasked Estep 
Score: -21891626.000000 Penalty: 5974.258789
	Iteration 40F: 3 clusters Score -2.189163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -21891648.000000 Penalty: 5974.258789
	Iteration 41Q: 3 clusters Score -2.189165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -21891658.000000 Penalty: 5974.258789
	Iteration 42Q: 3 clusters Score -2.189166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -21891676.000000 Penalty: 5974.258789
	Iteration 43Q: 3 clusters Score -2.189168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -21891666.000000 Penalty: 5974.258789
	Iteration 44Q: 3 clusters Score -2.189167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -21891678.000000 Penalty: 5974.258789
	Iteration 45Q: 3 clusters Score -2.189168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -21891682.000000 Penalty: 5974.258789
	Iteration 46Q: 3 clusters Score -2.189168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -21891694.000000 Penalty: 5974.258789
	Iteration 47Q: 3 clusters Score -2.189169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -21891688.000000 Penalty: 5974.258789
	Iteration 48Q: 3 clusters Score -2.189169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -21891710.000000 Penalty: 5974.258789
	Iteration 49Q: 3 clusters Score -2.189171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -21891710.000000 Penalty: 5974.258789
	Iteration 50Q: 3 clusters Score -2.189171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -21891700.000000 Penalty: 5974.258789
	Iteration 51Q: 3 clusters Score -2.18917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -21891704.000000 Penalty: 5974.258789
	Iteration 52Q: 3 clusters Score -2.18917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -21891718.000000 Penalty: 5974.258789
	Iteration 53Q: 3 clusters Score -2.189172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -21891714.000000 Penalty: 5974.258789
	Iteration 54Q: 3 clusters Score -2.189171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -21891712.000000 Penalty: 5974.258789
	Iteration 55Q: 3 clusters Score -2.189171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -21891720.000000 Penalty: 5974.258789
	Iteration 56Q: 3 clusters Score -2.189172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -21891734.000000 Penalty: 5974.258789
	Iteration 57Q: 3 clusters Score -2.189173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 168888 members 
Entering Unmasked Estep 
Score: -21891746.000000 Penalty: 5974.258789
	Iteration 58Q: 3 clusters Score -2.189175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -21891738.000000 Penalty: 5974.258789
	Iteration 59Q: 3 clusters Score -2.189174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 168900 members 
Entering Unmasked Estep 
Score: -21891752.000000 Penalty: 5974.258789
	Iteration 60F: 3 clusters Score -2.189175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -21891744.000000 Penalty: 5974.258789
	Iteration 61Q: 3 clusters Score -2.189174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 168911 members 
Entering Unmasked Estep 
Score: -21891766.000000 Penalty: 5974.258789
	Iteration 62Q: 3 clusters Score -2.189177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 168914 members 
Entering Unmasked Estep 
Score: -21891778.000000 Penalty: 5974.258789
	Iteration 63Q: 3 clusters Score -2.189178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -21891774.000000 Penalty: 5974.258789
	Iteration 64Q: 3 clusters Score -2.189177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -21891774.000000 Penalty: 5974.258789
	Iteration 65F: 3 clusters Score -2.189177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -90946.726562 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -90946.73 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 392 members 
Entering Unmasked Estep 
Score: -89220.085938 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -89220.09 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89475.476562 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -89475.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89593.601562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -89593.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89673.164062 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -89673.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89733.578125 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -89733.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89788.226562 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -89788.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89845.585938 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -89845.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89905.500000 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -89905.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89943.812500 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -89943.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89974.000000 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -89974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90008.539062 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -90008.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90064.898438 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -90064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90086.250000 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -90086.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90092.304688 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -90092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90096.484375 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -90096.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90102.648438 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -90102.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90103.382812 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -90103.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90103.382812 Penalty: 3290.778320
	Iteration 17F: 3 clusters Score -90103.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Entering Unmasked Estep 
Score: -6190062.000000 Penalty: 2670.140137
	Iteration 0F: 2 clusters Score -6190062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6158225.000000 Penalty: 5340.280273
	Iteration 0F: 3 clusters Score -6158225 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -6170094.000000 Penalty: 5340.280273
	Iteration 1F: 3 clusters Score -6170094 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6170483.000000 Penalty: 5340.280273
	Iteration 2Q: 3 clusters Score -6170483 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -6170819.000000 Penalty: 5340.280273
	Iteration 3Q: 3 clusters Score -6170819 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -6171131.000000 Penalty: 5340.280273
	Iteration 4Q: 3 clusters Score -6171131 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6171383.000000 Penalty: 5340.280273
	Iteration 5Q: 3 clusters Score -6171383 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6171607.500000 Penalty: 5340.280273
	Iteration 6Q: 3 clusters Score -6171608 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6171828.000000 Penalty: 5340.280273
	Iteration 7Q: 3 clusters Score -6171828 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -6172009.000000 Penalty: 5340.280273
	Iteration 8Q: 3 clusters Score -6172009 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -6172346.500000 Penalty: 5340.280273
	Iteration 9Q: 3 clusters Score -6172346 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6172784.500000 Penalty: 5340.280273
	Iteration 10Q: 3 clusters Score -6172784 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6173489.000000 Penalty: 5340.280273
	Iteration 11Q: 3 clusters Score -6173489 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -6174557.500000 Penalty: 5340.280273
	Iteration 12Q: 3 clusters Score -6174558 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6176268.000000 Penalty: 5340.280273
	Iteration 13F: 3 clusters Score -6176268 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -6178681.500000 Penalty: 5340.280273
	Iteration 14F: 3 clusters Score -6178682 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -6181479.500000 Penalty: 5340.280273
	Iteration 15F: 3 clusters Score -6181480 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6184000.000000 Penalty: 5340.280273
	Iteration 16F: 3 clusters Score -6184000 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -6185773.500000 Penalty: 5340.280273
	Iteration 17Q: 3 clusters Score -6185774 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6186697.500000 Penalty: 5340.280273
	Iteration 18Q: 3 clusters Score -6186698 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -6187133.500000 Penalty: 5340.280273
	Iteration 19Q: 3 clusters Score -6187134 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -6187377.000000 Penalty: 5340.280273
	Iteration 20F: 3 clusters Score -6187377 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6187512.000000 Penalty: 5340.280273
	Iteration 21Q: 3 clusters Score -6187512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6187575.500000 Penalty: 5340.280273
	Iteration 22Q: 3 clusters Score -6187576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6187619.000000 Penalty: 5340.280273
	Iteration 23Q: 3 clusters Score -6187619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6187650.500000 Penalty: 5340.280273
	Iteration 24Q: 3 clusters Score -6187650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -6187680.000000 Penalty: 5340.280273
	Iteration 25Q: 3 clusters Score -6187680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6187686.000000 Penalty: 5340.280273
	Iteration 26Q: 3 clusters Score -6187686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6187708.500000 Penalty: 5340.280273
	Iteration 27Q: 3 clusters Score -6187708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6187725.500000 Penalty: 5340.280273
	Iteration 28Q: 3 clusters Score -6187726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6187735.000000 Penalty: 5340.280273
	Iteration 29Q: 3 clusters Score -6187735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -6187746.000000 Penalty: 5340.280273
	Iteration 30Q: 3 clusters Score -6187746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6187746.000000 Penalty: 5340.280273
	Iteration 31Q: 3 clusters Score -6187746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6187746.000000 Penalty: 5340.280273
	Iteration 32F: 3 clusters Score -6187746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 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 404 members 
Entering Unmasked Estep 
Score: -85034.812500 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85034.81 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85340.085938 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85340.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85482.640625 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85482.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85732.937500 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85732.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85980.648438 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -85980.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86254.781250 Penalty: 3308.700195
	Iteration 5F: 3 clusters Score -86254.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86721.367188 Penalty: 3308.700195
	Iteration 6F: 3 clusters Score -86721.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86888.570312 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -86888.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87146.554688 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -87146.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87251.492188 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87251.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87280.570312 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87280.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87334.992188 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87334.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87441.328125 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87441.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87509.468750 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87509.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87509.468750 Penalty: 3308.700195
	Iteration 14F: 3 clusters Score -87509.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198488 members 
Mstep: Class 2 contains 204924 members 
Mstep: Class 3 contains 30496 members 
Mstep: Class 4 contains 56237 members 
Mstep: Class 5 contains 172462 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138538 members 
Mstep: Class 8 contains 202690 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170225 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47415 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 367 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166403840.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166405024.000000 to -166403840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -929608.187500 Penalty: 2202.316162
	Iteration 0F: 2 clusters Score -929608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -923672.625000 Penalty: 4404.632324
	Iteration 0F: 3 clusters Score -923672.6 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -925138.000000 Penalty: 4404.632324
	Iteration 1F: 3 clusters Score -925138 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -925360.375000 Penalty: 4404.632324
	Iteration 2F: 3 clusters Score -925360.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -925523.812500 Penalty: 4404.632324
	Iteration 3F: 3 clusters Score -925523.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -925644.437500 Penalty: 4404.632324
	Iteration 4Q: 3 clusters Score -925644.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -925746.062500 Penalty: 4404.632324
	Iteration 5Q: 3 clusters Score -925746.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -925846.312500 Penalty: 4404.632324
	Iteration 6Q: 3 clusters Score -925846.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -925961.750000 Penalty: 4404.632324
	Iteration 7Q: 3 clusters Score -925961.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -926105.875000 Penalty: 4404.632324
	Iteration 8Q: 3 clusters Score -926105.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -926231.000000 Penalty: 4404.632324
	Iteration 9Q: 3 clusters Score -926231 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -926384.875000 Penalty: 4404.632324
	Iteration 10Q: 3 clusters Score -926384.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -926571.937500 Penalty: 4404.632324
	Iteration 11Q: 3 clusters Score -926571.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -926758.625000 Penalty: 4404.632324
	Iteration 12Q: 3 clusters Score -926758.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -926958.812500 Penalty: 4404.632324
	Iteration 13Q: 3 clusters Score -926958.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -927169.125000 Penalty: 4404.632324
	Iteration 14Q: 3 clusters Score -927169.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -927429.937500 Penalty: 4404.632324
	Iteration 15Q: 3 clusters Score -927429.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -927666.500000 Penalty: 4404.632324
	Iteration 16Q: 3 clusters Score -927666.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -927845.000000 Penalty: 4404.632324
	Iteration 17Q: 3 clusters Score -927845 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -927951.500000 Penalty: 4404.632324
	Iteration 18Q: 3 clusters Score -927951.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -928007.750000 Penalty: 4404.632324
	Iteration 19Q: 3 clusters Score -928007.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -928042.312500 Penalty: 4404.632324
	Iteration 20F: 3 clusters Score -928042.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -928066.562500 Penalty: 4404.632324
	Iteration 21Q: 3 clusters Score -928066.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -928080.312500 Penalty: 4404.632324
	Iteration 22Q: 3 clusters Score -928080.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -928090.000000 Penalty: 4404.632324
	Iteration 23Q: 3 clusters Score -928090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -928100.187500 Penalty: 4404.632324
	Iteration 24Q: 3 clusters Score -928100.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -928104.812500 Penalty: 4404.632324
	Iteration 25Q: 3 clusters Score -928104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -928113.875000 Penalty: 4404.632324
	Iteration 26Q: 3 clusters Score -928113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -928115.000000 Penalty: 4404.632324
	Iteration 27Q: 3 clusters Score -928115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -928119.875000 Penalty: 4404.632324
	Iteration 28Q: 3 clusters Score -928119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -928122.687500 Penalty: 4404.632324
	Iteration 29Q: 3 clusters Score -928122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -928122.375000 Penalty: 4404.632324
	Iteration 30Q: 3 clusters Score -928122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -928122.875000 Penalty: 4404.632324
	Iteration 31Q: 3 clusters Score -928122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -928125.687500 Penalty: 4404.632324
	Iteration 32Q: 3 clusters Score -928125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -928125.875000 Penalty: 4404.632324
	Iteration 33Q: 3 clusters Score -928125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -928126.937500 Penalty: 4404.632324
	Iteration 34Q: 3 clusters Score -928126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -928126.937500 Penalty: 4404.632324
	Iteration 35F: 3 clusters Score -928126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -231693.296875 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -231693.3 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 986 members 
Entering Unmasked Estep 
Score: -229204.421875 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -229204.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230041.156250 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -230041.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230484.390625 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -230484.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -230811.828125 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -230811.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -231055.109375 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -231055.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -231188.453125 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -231188.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -231265.812500 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -231265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -231304.375000 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -231304.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -231356.687500 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -231356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -231397.390625 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -231397.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -231425.265625 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -231425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -231445.078125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -231445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231459.984375 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -231460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231468.390625 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -231468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -231474.218750 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -231474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -231480.703125 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -231480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -231483.687500 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -231483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -231484.093750 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -231484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231484.812500 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -231484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -231485.250000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -231485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231486.765625 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -231486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2537545.250000 Penalty: 2453.422119
	Iteration 0F: 2 clusters Score -2537545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2523584.250000 Penalty: 4906.844238
	Iteration 0F: 3 clusters Score -2523584 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2528177.500000 Penalty: 4906.844238
	Iteration 1F: 3 clusters Score -2528178 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2528504.250000 Penalty: 4906.844238
	Iteration 2Q: 3 clusters Score -2528504 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2528743.500000 Penalty: 4906.844238
	Iteration 3Q: 3 clusters Score -2528744 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2528913.250000 Penalty: 4906.844238
	Iteration 4Q: 3 clusters Score -2528913 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2529058.750000 Penalty: 4906.844238
	Iteration 5Q: 3 clusters Score -2529059 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2529206.000000 Penalty: 4906.844238
	Iteration 6Q: 3 clusters Score -2529206 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2529346.500000 Penalty: 4906.844238
	Iteration 7Q: 3 clusters Score -2529346 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2529505.000000 Penalty: 4906.844238
	Iteration 8Q: 3 clusters Score -2529505 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2529729.750000 Penalty: 4906.844238
	Iteration 9Q: 3 clusters Score -2529730 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2530031.500000 Penalty: 4906.844238
	Iteration 10Q: 3 clusters Score -2530032 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2530495.500000 Penalty: 4906.844238
	Iteration 11Q: 3 clusters Score -2530496 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2531120.750000 Penalty: 4906.844238
	Iteration 12F: 3 clusters Score -2531121 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2531985.000000 Penalty: 4906.844238
	Iteration 13F: 3 clusters Score -2531985 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2533005.500000 Penalty: 4906.844238
	Iteration 14F: 3 clusters Score -2533006 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2533963.500000 Penalty: 4906.844238
	Iteration 15F: 3 clusters Score -2533964 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2534599.250000 Penalty: 4906.844238
	Iteration 16Q: 3 clusters Score -2534599 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2534970.250000 Penalty: 4906.844238
	Iteration 17Q: 3 clusters Score -2534970 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2535131.750000 Penalty: 4906.844238
	Iteration 18Q: 3 clusters Score -2535132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2535226.000000 Penalty: 4906.844238
	Iteration 19Q: 3 clusters Score -2535226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2535264.250000 Penalty: 4906.844238
	Iteration 20F: 3 clusters Score -2535264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2535287.500000 Penalty: 4906.844238
	Iteration 21Q: 3 clusters Score -2535288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2535301.750000 Penalty: 4906.844238
	Iteration 22Q: 3 clusters Score -2535302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2535318.750000 Penalty: 4906.844238
	Iteration 23Q: 3 clusters Score -2535319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2535343.250000 Penalty: 4906.844238
	Iteration 24Q: 3 clusters Score -2535343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2535358.750000 Penalty: 4906.844238
	Iteration 25Q: 3 clusters Score -2535359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2535364.000000 Penalty: 4906.844238
	Iteration 26Q: 3 clusters Score -2535364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2535369.000000 Penalty: 4906.844238
	Iteration 27Q: 3 clusters Score -2535369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2535379.500000 Penalty: 4906.844238
	Iteration 28Q: 3 clusters Score -2535380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2535386.750000 Penalty: 4906.844238
	Iteration 29Q: 3 clusters Score -2535387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2535392.000000 Penalty: 4906.844238
	Iteration 30Q: 3 clusters Score -2535392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2535391.500000 Penalty: 4906.844238
	Iteration 31Q: 3 clusters Score -2535392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2535391.500000 Penalty: 4906.844238
	Iteration 32F: 3 clusters Score -2535392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -549769.250000 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -549769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -545628.687500 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -545628.7 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -546685.000000 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -546685 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -546965.562500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -546965.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -547142.562500 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -547142.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -547257.000000 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -547257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -547344.750000 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -547344.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -547406.187500 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -547406.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -547457.062500 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -547457.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -547512.062500 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -547512.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -547568.187500 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -547568.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -547644.500000 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -547644.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -547738.312500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -547738.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -547793.187500 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -547793.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -547834.562500 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -547834.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -547876.125000 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -547876.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -547919.062500 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -547919.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -547966.875000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -547966.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -548006.062500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -548006.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -548053.562500 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -548053.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -548108.250000 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -548108.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -548140.687500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -548140.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -548160.625000 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -548160.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -548180.375000 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -548180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -548191.812500 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -548191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -548199.125000 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -548199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -548204.687500 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -548204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -548214.312500 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -548214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -548219.375000 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -548219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -548222.125000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -548222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -548224.750000 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -548224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -548230.562500 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -548230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -548236.187500 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -548236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -548245.750000 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -548245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -548252.000000 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -548252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -548255.062500 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -548255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -548255.750000 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -548255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -548255.750000 Penalty: 4158.296387
	Iteration 36F: 3 clusters Score -548255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198488 members 
Mstep: Class 2 contains 204924 members 
Mstep: Class 3 contains 30496 members 
Mstep: Class 4 contains 56237 members 
Mstep: Class 5 contains 172462 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138538 members 
Mstep: Class 8 contains 202690 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170225 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47415 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 199Q: 23 clusters Score -1.664057e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198401 members 
Mstep: Class 2 contains 204983 members 
Mstep: Class 3 contains 30506 members 
Mstep: Class 4 contains 56225 members 
Mstep: Class 5 contains 173150 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138407 members 
Mstep: Class 8 contains 202630 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 44035 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170059 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 47378 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 5338 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 22 contains 19810 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406272.000000 Penalty: 76877.992188
Iteration 200F: 23 clusters Score -1.664063e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198296 members 
Mstep: Class 2 contains 204871 members 
Mstep: Class 3 contains 30510 members 
Mstep: Class 4 contains 56201 members 
Mstep: Class 5 contains 173687 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138264 members 
Mstep: Class 8 contains 202724 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 43671 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169901 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 47303 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 22 contains 19821 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406496.000000 Penalty: 76877.992188
Iteration 201Q: 23 clusters Score -1.664065e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198134 members 
Mstep: Class 2 contains 204726 members 
Mstep: Class 3 contains 30509 members 
Mstep: Class 4 contains 56175 members 
Mstep: Class 5 contains 174424 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138155 members 
Mstep: Class 8 contains 202799 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 43332 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169784 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 47224 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407248.000000 Penalty: 76877.992188
Iteration 202Q: 23 clusters Score -1.664072e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 204560 members 
Mstep: Class 3 contains 30517 members 
Mstep: Class 4 contains 56163 members 
Mstep: Class 5 contains 175184 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138070 members 
Mstep: Class 8 contains 202873 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 42982 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169644 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 47165 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 22 contains 19822 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407264.000000 Penalty: 76877.992188
Iteration 203Q: 23 clusters Score -1.664073e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197866 members 
Mstep: Class 2 contains 204404 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 4 contains 56147 members 
Mstep: Class 5 contains 175833 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137999 members 
Mstep: Class 8 contains 203020 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 42656 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169509 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 47106 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7192 members 
Mstep: Class 19 contains 6065 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 22 contains 19831 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407088.000000 Penalty: 76877.992188
Iteration 204Q: 23 clusters Score -1.664071e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197789 members 
Mstep: Class 2 contains 204280 members 
Mstep: Class 3 contains 30516 members 
Mstep: Class 4 contains 56117 members 
Mstep: Class 5 contains 176322 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137973 members 
Mstep: Class 8 contains 203157 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 42341 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169431 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 47059 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7195 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19838 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406832.000000 Penalty: 76877.992188
Iteration 205Q: 23 clusters Score -1.664068e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197713 members 
Mstep: Class 2 contains 204176 members 
Mstep: Class 3 contains 30522 members 
Mstep: Class 4 contains 56083 members 
Mstep: Class 5 contains 176748 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137963 members 
Mstep: Class 8 contains 203259 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169352 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 47023 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7196 members 
Mstep: Class 19 contains 6195 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19851 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407248.000000 Penalty: 76877.992188
Iteration 206Q: 23 clusters Score -1.664072e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 204101 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 4 contains 56051 members 
Mstep: Class 5 contains 177184 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137975 members 
Mstep: Class 8 contains 203337 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 41804 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169252 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 46974 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407440.000000 Penalty: 76877.992188
Iteration 207Q: 23 clusters Score -1.664074e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197600 members 
Mstep: Class 2 contains 204040 members 
Mstep: Class 3 contains 30521 members 
Mstep: Class 4 contains 56030 members 
Mstep: Class 5 contains 177502 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 137991 members 
Mstep: Class 8 contains 203446 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 41536 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169196 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 46926 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7196 members 
Mstep: Class 19 contains 6301 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19870 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407584.000000 Penalty: 76877.992188
Iteration 208Q: 23 clusters Score -1.664076e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197519 members 
Mstep: Class 2 contains 204007 members 
Mstep: Class 3 contains 30517 members 
Mstep: Class 4 contains 56016 members 
Mstep: Class 5 contains 177723 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138028 members 
Mstep: Class 8 contains 203604 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 41246 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169169 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 46892 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 22 contains 19884 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407360.000000 Penalty: 76877.992188
Iteration 209Q: 23 clusters Score -1.664074e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197451 members 
Mstep: Class 2 contains 203977 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 4 contains 56002 members 
Mstep: Class 5 contains 177983 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138051 members 
Mstep: Class 8 contains 203723 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 40978 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169119 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 46856 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 6388 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407584.000000 Penalty: 76877.992188
Iteration 210Q: 23 clusters Score -1.664076e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197388 members 
Mstep: Class 2 contains 203949 members 
Mstep: Class 3 contains 30521 members 
Mstep: Class 4 contains 55988 members 
Mstep: Class 5 contains 178206 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138107 members 
Mstep: Class 8 contains 203801 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 40710 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169131 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 46816 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 22 contains 19899 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407392.000000 Penalty: 76877.992188
Iteration 211Q: 23 clusters Score -1.664074e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197349 members 
Mstep: Class 2 contains 203935 members 
Mstep: Class 3 contains 30523 members 
Mstep: Class 4 contains 55968 members 
Mstep: Class 5 contains 178415 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138155 members 
Mstep: Class 8 contains 203853 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 40434 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169168 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 46784 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7227 members 
Mstep: Class 19 contains 6449 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19905 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407488.000000 Penalty: 76877.992188
Iteration 212Q: 23 clusters Score -1.664075e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197304 members 
Mstep: Class 2 contains 203911 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 55945 members 
Mstep: Class 5 contains 178574 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138222 members 
Mstep: Class 8 contains 203945 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 40151 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169205 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 46743 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407328.000000 Penalty: 76877.992188
Iteration 213Q: 23 clusters Score -1.664073e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197274 members 
Mstep: Class 2 contains 203912 members 
Mstep: Class 3 contains 30522 members 
Mstep: Class 4 contains 55933 members 
Mstep: Class 5 contains 178714 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138303 members 
Mstep: Class 8 contains 204032 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 39849 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169238 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 46701 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19925 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406944.000000 Penalty: 76877.992188
Iteration 214Q: 23 clusters Score -1.664069e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197244 members 
Mstep: Class 2 contains 203907 members 
Mstep: Class 3 contains 30521 members 
Mstep: Class 4 contains 55920 members 
Mstep: Class 5 contains 178826 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138390 members 
Mstep: Class 8 contains 204111 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 39571 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169295 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 46656 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 22 contains 19934 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407072.000000 Penalty: 76877.992188
Iteration 215Q: 23 clusters Score -1.664071e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197209 members 
Mstep: Class 2 contains 203923 members 
Mstep: Class 3 contains 30516 members 
Mstep: Class 4 contains 55916 members 
Mstep: Class 5 contains 178931 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138463 members 
Mstep: Class 8 contains 204207 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 39291 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169346 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 46627 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7240 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19936 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407024.000000 Penalty: 76877.992188
Iteration 216Q: 23 clusters Score -1.66407e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197198 members 
Mstep: Class 2 contains 203940 members 
Mstep: Class 3 contains 30514 members 
Mstep: Class 4 contains 55907 members 
Mstep: Class 5 contains 178984 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138540 members 
Mstep: Class 8 contains 204299 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 39016 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169423 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 46593 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406832.000000 Penalty: 76877.992188
Iteration 217Q: 23 clusters Score -1.664068e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197132 members 
Mstep: Class 2 contains 203945 members 
Mstep: Class 3 contains 30510 members 
Mstep: Class 4 contains 55897 members 
Mstep: Class 5 contains 179012 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138637 members 
Mstep: Class 8 contains 204422 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 38762 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169524 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 46564 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 6582 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 22 contains 19943 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406624.000000 Penalty: 76877.992188
Iteration 218Q: 23 clusters Score -1.664066e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197062 members 
Mstep: Class 2 contains 203942 members 
Mstep: Class 3 contains 30509 members 
Mstep: Class 4 contains 55890 members 
Mstep: Class 5 contains 179035 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138738 members 
Mstep: Class 8 contains 204536 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 38526 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169605 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 46540 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406608.000000 Penalty: 76877.992188
Iteration 219Q: 23 clusters Score -1.664066e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197027 members 
Mstep: Class 2 contains 203931 members 
Mstep: Class 3 contains 30511 members 
Mstep: Class 4 contains 55881 members 
Mstep: Class 5 contains 179057 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138845 members 
Mstep: Class 8 contains 204580 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 38321 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169708 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 46510 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406384.000000 Penalty: 76877.992188
Iteration 220F: 23 clusters Score -1.664064e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 203923 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 55872 members 
Mstep: Class 5 contains 179083 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 138917 members 
Mstep: Class 8 contains 204656 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 38101 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169799 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 46473 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406560.000000 Penalty: 76877.992188
Iteration 221Q: 23 clusters Score -1.664066e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197010 members 
Mstep: Class 2 contains 203923 members 
Mstep: Class 3 contains 30515 members 
Mstep: Class 4 contains 55863 members 
Mstep: Class 5 contains 179065 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139005 members 
Mstep: Class 8 contains 204751 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 37911 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169866 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 46438 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 6629 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406464.000000 Penalty: 76877.992188
Iteration 222Q: 23 clusters Score -1.664065e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 203916 members 
Mstep: Class 3 contains 30519 members 
Mstep: Class 4 contains 55851 members 
Mstep: Class 5 contains 179042 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139097 members 
Mstep: Class 8 contains 204800 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 37712 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 169939 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46427 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 6648 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406304.000000 Penalty: 76877.992188
Iteration 223Q: 23 clusters Score -1.664063e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197036 members 
Mstep: Class 2 contains 203909 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 55850 members 
Mstep: Class 5 contains 179049 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139198 members 
Mstep: Class 8 contains 204829 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 37511 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170013 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 46401 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406320.000000 Penalty: 76877.992188
Iteration 224Q: 23 clusters Score -1.664063e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197052 members 
Mstep: Class 2 contains 203884 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 55835 members 
Mstep: Class 5 contains 179073 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139301 members 
Mstep: Class 8 contains 204885 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170045 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46385 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406512.000000 Penalty: 76877.992188
Iteration 225Q: 23 clusters Score -1.664065e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197042 members 
Mstep: Class 2 contains 203864 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 55832 members 
Mstep: Class 5 contains 179095 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139400 members 
Mstep: Class 8 contains 204925 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 37142 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170099 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46374 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 6696 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406608.000000 Penalty: 76877.992188
Iteration 226Q: 23 clusters Score -1.664066e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197015 members 
Mstep: Class 2 contains 203837 members 
Mstep: Class 3 contains 30522 members 
Mstep: Class 4 contains 55830 members 
Mstep: Class 5 contains 179122 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139507 members 
Mstep: Class 8 contains 204971 members 
Mstep: Class 9 contains 5429 members 
Mstep: Class 10 contains 36965 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170150 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46362 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7254 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406848.000000 Penalty: 76877.992188
Iteration 227Q: 23 clusters Score -1.664068e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 203818 members 
Mstep: Class 3 contains 30519 members 
Mstep: Class 4 contains 55828 members 
Mstep: Class 5 contains 179133 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139623 members 
Mstep: Class 8 contains 204963 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 36786 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170219 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46341 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 6723 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406784.000000 Penalty: 76877.992188
Iteration 228Q: 23 clusters Score -1.664068e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197070 members 
Mstep: Class 2 contains 203802 members 
Mstep: Class 3 contains 30519 members 
Mstep: Class 4 contains 55817 members 
Mstep: Class 5 contains 179163 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139735 members 
Mstep: Class 8 contains 204944 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 36623 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170248 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46320 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406960.000000 Penalty: 76877.992188
Iteration 229Q: 23 clusters Score -1.66407e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197144 members 
Mstep: Class 2 contains 203761 members 
Mstep: Class 3 contains 30523 members 
Mstep: Class 4 contains 55811 members 
Mstep: Class 5 contains 179172 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139843 members 
Mstep: Class 8 contains 204913 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170274 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 46303 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 6742 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406896.000000 Penalty: 76877.992188
Iteration 230Q: 23 clusters Score -1.664069e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197199 members 
Mstep: Class 2 contains 203718 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 4 contains 55808 members 
Mstep: Class 5 contains 179143 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 139949 members 
Mstep: Class 8 contains 204897 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 36364 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170327 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 46292 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7290 members 
Mstep: Class 19 contains 6750 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407024.000000 Penalty: 76877.992188
Iteration 231Q: 23 clusters Score -1.66407e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197240 members 
Mstep: Class 2 contains 203682 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 55798 members 
Mstep: Class 5 contains 179136 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140053 members 
Mstep: Class 8 contains 204878 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 36225 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170404 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 46270 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6759 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166407184.000000 Penalty: 76877.992188
Iteration 232Q: 23 clusters Score -1.664072e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197279 members 
Mstep: Class 2 contains 203656 members 
Mstep: Class 3 contains 30508 members 
Mstep: Class 4 contains 55800 members 
Mstep: Class 5 contains 179158 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140134 members 
Mstep: Class 8 contains 204835 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 36086 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170483 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 46255 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406912.000000 Penalty: 76877.992188
Iteration 233Q: 23 clusters Score -1.664069e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197316 members 
Mstep: Class 2 contains 203626 members 
Mstep: Class 3 contains 30501 members 
Mstep: Class 4 contains 55786 members 
Mstep: Class 5 contains 179187 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140206 members 
Mstep: Class 8 contains 204808 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 35928 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170594 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 46234 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6775 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406880.000000 Penalty: 76877.992188
Iteration 234Q: 23 clusters Score -1.664069e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197362 members 
Mstep: Class 2 contains 203597 members 
Mstep: Class 3 contains 30497 members 
Mstep: Class 4 contains 55785 members 
Mstep: Class 5 contains 179204 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140295 members 
Mstep: Class 8 contains 204740 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 35780 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170697 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 46219 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406688.000000 Penalty: 76877.992188
Iteration 235Q: 23 clusters Score -1.664067e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197430 members 
Mstep: Class 2 contains 203563 members 
Mstep: Class 3 contains 30494 members 
Mstep: Class 4 contains 55783 members 
Mstep: Class 5 contains 179223 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140394 members 
Mstep: Class 8 contains 204673 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 35621 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170785 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46206 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 6796 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406624.000000 Penalty: 76877.992188
Iteration 236Q: 23 clusters Score -1.664066e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197487 members 
Mstep: Class 2 contains 203546 members 
Mstep: Class 3 contains 30489 members 
Mstep: Class 4 contains 55781 members 
Mstep: Class 5 contains 179248 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140484 members 
Mstep: Class 8 contains 204591 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 35492 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170863 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46179 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406576.000000 Penalty: 76877.992188
Iteration 237Q: 23 clusters Score -1.664066e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197534 members 
Mstep: Class 2 contains 203508 members 
Mstep: Class 3 contains 30479 members 
Mstep: Class 4 contains 55776 members 
Mstep: Class 5 contains 179259 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140576 members 
Mstep: Class 8 contains 204556 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 35361 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170924 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46161 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 22 contains 19950 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406592.000000 Penalty: 76877.992188
Iteration 238Q: 23 clusters Score -1.664066e+08 nChanged 1022
Entering ConstructFrom: 
Score: -166406592.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (197552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Entering Unmasked Estep 
Score: -25316534.000000 Penalty: 3024.051758
	Iteration 0F: 2 clusters Score -2.531653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6048.103516
	Iteration 0F: 3 clusters Score -2.518743e+07 nChanged 94737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -25242202.000000 Penalty: 6048.103516
	Iteration 1F: 3 clusters Score -2.52422e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -25242858.000000 Penalty: 6048.103516
	Iteration 2Q: 3 clusters Score -2.524286e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -25243750.000000 Penalty: 6048.103516
	Iteration 3Q: 3 clusters Score -2.524375e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -25244850.000000 Penalty: 6048.103516
	Iteration 4Q: 3 clusters Score -2.524485e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -25246822.000000 Penalty: 6048.103516
	Iteration 5Q: 3 clusters Score -2.524682e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -25251268.000000 Penalty: 6048.103516
	Iteration 6Q: 3 clusters Score -2.525127e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 138849 members 
Entering Unmasked Estep 
Score: -25260426.000000 Penalty: 6048.103516
	Iteration 7F: 3 clusters Score -2.526043e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -25275774.000000 Penalty: 6048.103516
	Iteration 8F: 3 clusters Score -2.527577e+07 nChanged 18965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -25294514.000000 Penalty: 6048.103516
	Iteration 9F: 3 clusters Score -2.529451e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 189692 members 
Entering Unmasked Estep 
Score: -25307452.000000 Penalty: 6048.103516
	Iteration 10F: 3 clusters Score -2.530745e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 195399 members 
Entering Unmasked Estep 
Score: -25312126.000000 Penalty: 6048.103516
	Iteration 11Q: 3 clusters Score -2.531213e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 196828 members 
Entering Unmasked Estep 
Score: -25313364.000000 Penalty: 6048.103516
	Iteration 12Q: 3 clusters Score -2.531336e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -25313674.000000 Penalty: 6048.103516
	Iteration 13Q: 3 clusters Score -2.531367e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197210 members 
Entering Unmasked Estep 
Score: -25313710.000000 Penalty: 6048.103516
	Iteration 14Q: 3 clusters Score -2.531371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 197235 members 
Entering Unmasked Estep 
Score: -25313776.000000 Penalty: 6048.103516
	Iteration 15Q: 3 clusters Score -2.531378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 197251 members 
Entering Unmasked Estep 
Score: -25313788.000000 Penalty: 6048.103516
	Iteration 16Q: 3 clusters Score -2.531379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197266 members 
Entering Unmasked Estep 
Score: -25313818.000000 Penalty: 6048.103516
	Iteration 17Q: 3 clusters Score -2.531382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -25313816.000000 Penalty: 6048.103516
	Iteration 18Q: 3 clusters Score -2.531382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197284 members 
Entering Unmasked Estep 
Score: -25313830.000000 Penalty: 6048.103516
	Iteration 19Q: 3 clusters Score -2.531383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 197289 members 
Entering Unmasked Estep 
Score: -25313844.000000 Penalty: 6048.103516
	Iteration 20F: 3 clusters Score -2.531384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 197290 members 
Entering Unmasked Estep 
Score: -25313828.000000 Penalty: 6048.103516
	Iteration 21Q: 3 clusters Score -2.531383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 197292 members 
Entering Unmasked Estep 
Score: -25313838.000000 Penalty: 6048.103516
	Iteration 22Q: 3 clusters Score -2.531384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197294 members 
Entering Unmasked Estep 
Score: -25313846.000000 Penalty: 6048.103516
	Iteration 23Q: 3 clusters Score -2.531385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197294 members 
Entering Unmasked Estep 
Score: -25313860.000000 Penalty: 6048.103516
	Iteration 24Q: 3 clusters Score -2.531386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -25313860.000000 Penalty: 6048.103516
	Iteration 25Q: 3 clusters Score -2.531386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -25313864.000000 Penalty: 6048.103516
	Iteration 26Q: 3 clusters Score -2.531386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 197298 members 
Entering Unmasked Estep 
Score: -25313864.000000 Penalty: 6048.103516
	Iteration 27Q: 3 clusters Score -2.531386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 197298 members 
Entering Unmasked Estep 
Score: -25313864.000000 Penalty: 6048.103516
	Iteration 28F: 3 clusters Score -2.531386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203479 members 
Entering Unmasked Estep 
Score: -26419964.000000 Penalty: 3031.382812
	Iteration 0F: 2 clusters Score -2.641996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101524 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -26313870.000000 Penalty: 6062.765625
	Iteration 0F: 3 clusters Score -2.631387e+07 nChanged 98043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -26370850.000000 Penalty: 6062.765625
	Iteration 1F: 3 clusters Score -2.637085e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -26372074.000000 Penalty: 6062.765625
	Iteration 2Q: 3 clusters Score -2.637207e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -26374218.000000 Penalty: 6062.765625
	Iteration 3Q: 3 clusters Score -2.637422e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -26377430.000000 Penalty: 6062.765625
	Iteration 4Q: 3 clusters Score -2.637743e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -26382972.000000 Penalty: 6062.765625
	Iteration 5F: 3 clusters Score -2.638297e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 138857 members 
Entering Unmasked Estep 
Score: -26391760.000000 Penalty: 6062.765625
	Iteration 6F: 3 clusters Score -2.639176e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 150846 members 
Entering Unmasked Estep 
Score: -26403740.000000 Penalty: 6062.765625
	Iteration 7F: 3 clusters Score -2.640374e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -26415458.000000 Penalty: 6062.765625
	Iteration 8F: 3 clusters Score -2.641546e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -26422746.000000 Penalty: 6062.765625
	Iteration 9F: 3 clusters Score -2.642275e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -26425788.000000 Penalty: 6062.765625
	Iteration 10Q: 3 clusters Score -2.642579e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -26426530.000000 Penalty: 6062.765625
	Iteration 11Q: 3 clusters Score -2.642653e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -26426216.000000 Penalty: 6062.765625
	Iteration 12Q: 3 clusters Score -2.642622e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 183315 members 
Entering Unmasked Estep 
Score: -26425722.000000 Penalty: 6062.765625
	Iteration 13Q: 3 clusters Score -2.642572e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -26424710.000000 Penalty: 6062.765625
	Iteration 14Q: 3 clusters Score -2.642471e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -26423912.000000 Penalty: 6062.765625
	Iteration 15Q: 3 clusters Score -2.642391e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 191191 members 
Entering Unmasked Estep 
Score: -26423036.000000 Penalty: 6062.765625
	Iteration 16Q: 3 clusters Score -2.642304e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 193044 members 
Entering Unmasked Estep 
Score: -26422360.000000 Penalty: 6062.765625
	Iteration 17Q: 3 clusters Score -2.642236e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -26421764.000000 Penalty: 6062.765625
	Iteration 18Q: 3 clusters Score -2.642176e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 195872 members 
Entering Unmasked Estep 
Score: -26421350.000000 Penalty: 6062.765625
	Iteration 19Q: 3 clusters Score -2.642135e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 196922 members 
Entering Unmasked Estep 
Score: -26421130.000000 Penalty: 6062.765625
	Iteration 20F: 3 clusters Score -2.642113e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 197818 members 
Entering Unmasked Estep 
Score: -26420842.000000 Penalty: 6062.765625
	Iteration 21Q: 3 clusters Score -2.642084e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 198499 members 
Entering Unmasked Estep 
Score: -26420598.000000 Penalty: 6062.765625
	Iteration 22Q: 3 clusters Score -2.64206e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 199072 members 
Entering Unmasked Estep 
Score: -26420324.000000 Penalty: 6062.765625
	Iteration 23Q: 3 clusters Score -2.642032e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 199544 members 
Entering Unmasked Estep 
Score: -26420138.000000 Penalty: 6062.765625
	Iteration 24Q: 3 clusters Score -2.642014e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 199952 members 
Entering Unmasked Estep 
Score: -26419954.000000 Penalty: 6062.765625
	Iteration 25Q: 3 clusters Score -2.641995e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 200292 members 
Entering Unmasked Estep 
Score: -26419796.000000 Penalty: 6062.765625
	Iteration 26Q: 3 clusters Score -2.64198e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 200580 members 
Entering Unmasked Estep 
Score: -26419646.000000 Penalty: 6062.765625
	Iteration 27Q: 3 clusters Score -2.641965e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 200801 members 
Entering Unmasked Estep 
Score: -26419522.000000 Penalty: 6062.765625
	Iteration 28Q: 3 clusters Score -2.641952e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 200982 members 
Entering Unmasked Estep 
Score: -26419358.000000 Penalty: 6062.765625
	Iteration 29Q: 3 clusters Score -2.641936e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 201136 members 
Entering Unmasked Estep 
Score: -26419242.000000 Penalty: 6062.765625
	Iteration 30Q: 3 clusters Score -2.641924e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 201263 members 
Entering Unmasked Estep 
Score: -26419140.000000 Penalty: 6062.765625
	Iteration 31Q: 3 clusters Score -2.641914e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 201368 members 
Entering Unmasked Estep 
Score: -26419074.000000 Penalty: 6062.765625
	Iteration 32Q: 3 clusters Score -2.641907e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -26419070.000000 Penalty: 6062.765625
	Iteration 33Q: 3 clusters Score -2.641907e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 201506 members 
Entering Unmasked Estep 
Score: -26419040.000000 Penalty: 6062.765625
	Iteration 34Q: 3 clusters Score -2.641904e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -26419012.000000 Penalty: 6062.765625
	Iteration 35Q: 3 clusters Score -2.641901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 201606 members 
Entering Unmasked Estep 
Score: -26418990.000000 Penalty: 6062.765625
	Iteration 36Q: 3 clusters Score -2.641899e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 201643 members 
Entering Unmasked Estep 
Score: -26418978.000000 Penalty: 6062.765625
	Iteration 37Q: 3 clusters Score -2.641898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 201669 members 
Entering Unmasked Estep 
Score: -26418964.000000 Penalty: 6062.765625
	Iteration 38Q: 3 clusters Score -2.641896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 201692 members 
Entering Unmasked Estep 
Score: -26418948.000000 Penalty: 6062.765625
	Iteration 39Q: 3 clusters Score -2.641895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 201705 members 
Entering Unmasked Estep 
Score: -26418962.000000 Penalty: 6062.765625
	Iteration 40F: 3 clusters Score -2.641896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 201719 members 
Entering Unmasked Estep 
Score: -26418956.000000 Penalty: 6062.765625
	Iteration 41Q: 3 clusters Score -2.641896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
Score: -26418940.000000 Penalty: 6062.765625
	Iteration 42Q: 3 clusters Score -2.641894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 201741 members 
Entering Unmasked Estep 
Score: -26418940.000000 Penalty: 6062.765625
	Iteration 43Q: 3 clusters Score -2.641894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 201754 members 
Entering Unmasked Estep 
Score: -26418920.000000 Penalty: 6062.765625
	Iteration 44Q: 3 clusters Score -2.641892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 201772 members 
Entering Unmasked Estep 
Score: -26418912.000000 Penalty: 6062.765625
	Iteration 45Q: 3 clusters Score -2.641891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 201782 members 
Entering Unmasked Estep 
Score: -26418928.000000 Penalty: 6062.765625
	Iteration 46Q: 3 clusters Score -2.641893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 201795 members 
Entering Unmasked Estep 
Score: -26418930.000000 Penalty: 6062.765625
	Iteration 47Q: 3 clusters Score -2.641893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 201808 members 
Entering Unmasked Estep 
Score: -26418890.000000 Penalty: 6062.765625
	Iteration 48Q: 3 clusters Score -2.641889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 201820 members 
Entering Unmasked Estep 
Score: -26418886.000000 Penalty: 6062.765625
	Iteration 49Q: 3 clusters Score -2.641889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 201838 members 
Entering Unmasked Estep 
Score: -26418882.000000 Penalty: 6062.765625
	Iteration 50Q: 3 clusters Score -2.641888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 201854 members 
Entering Unmasked Estep 
Score: -26418868.000000 Penalty: 6062.765625
	Iteration 51Q: 3 clusters Score -2.641887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 201867 members 
Entering Unmasked Estep 
Score: -26418848.000000 Penalty: 6062.765625
	Iteration 52Q: 3 clusters Score -2.641885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 201874 members 
Entering Unmasked Estep 
Score: -26418820.000000 Penalty: 6062.765625
	Iteration 53Q: 3 clusters Score -2.641882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 201884 members 
Entering Unmasked Estep 
Score: -26418818.000000 Penalty: 6062.765625
	Iteration 54Q: 3 clusters Score -2.641882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 201893 members 
Entering Unmasked Estep 
Score: -26418824.000000 Penalty: 6062.765625
	Iteration 55Q: 3 clusters Score -2.641882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 201903 members 
Entering Unmasked Estep 
Score: -26418810.000000 Penalty: 6062.765625
	Iteration 56Q: 3 clusters Score -2.641881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 201921 members 
Entering Unmasked Estep 
Score: -26418850.000000 Penalty: 6062.765625
	Iteration 57Q: 3 clusters Score -2.641885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 201927 members 
Entering Unmasked Estep 
Score: -26418864.000000 Penalty: 6062.765625
	Iteration 58Q: 3 clusters Score -2.641886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 201935 members 
Entering Unmasked Estep 
Score: -26418834.000000 Penalty: 6062.765625
	Iteration 59Q: 3 clusters Score -2.641883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 201944 members 
Entering Unmasked Estep 
Score: -26418832.000000 Penalty: 6062.765625
	Iteration 60F: 3 clusters Score -2.641883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -26418848.000000 Penalty: 6062.765625
	Iteration 61Q: 3 clusters Score -2.641885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -26418856.000000 Penalty: 6062.765625
	Iteration 62Q: 3 clusters Score -2.641886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 201999 members 
Entering Unmasked Estep 
Score: -26418832.000000 Penalty: 6062.765625
	Iteration 63Q: 3 clusters Score -2.641883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 202012 members 
Entering Unmasked Estep 
Score: -26418808.000000 Penalty: 6062.765625
	Iteration 64Q: 3 clusters Score -2.641881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
Score: -26418796.000000 Penalty: 6062.765625
	Iteration 65Q: 3 clusters Score -2.64188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 202051 members 
Entering Unmasked Estep 
Score: -26418810.000000 Penalty: 6062.765625
	Iteration 66Q: 3 clusters Score -2.641881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 202070 members 
Entering Unmasked Estep 
Score: -26418774.000000 Penalty: 6062.765625
	Iteration 67Q: 3 clusters Score -2.641877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 202081 members 
Entering Unmasked Estep 
Score: -26418756.000000 Penalty: 6062.765625
	Iteration 68Q: 3 clusters Score -2.641876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 202086 members 
Entering Unmasked Estep 
Score: -26418762.000000 Penalty: 6062.765625
	Iteration 69Q: 3 clusters Score -2.641876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 202096 members 
Entering Unmasked Estep 
Score: -26418754.000000 Penalty: 6062.765625
	Iteration 70Q: 3 clusters Score -2.641875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 202104 members 
Entering Unmasked Estep 
Score: -26418746.000000 Penalty: 6062.765625
	Iteration 71Q: 3 clusters Score -2.641875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 202107 members 
Entering Unmasked Estep 
Score: -26418754.000000 Penalty: 6062.765625
	Iteration 72Q: 3 clusters Score -2.641875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 202106 members 
Entering Unmasked Estep 
Score: -26418742.000000 Penalty: 6062.765625
	Iteration 73Q: 3 clusters Score -2.641874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 202109 members 
Entering Unmasked Estep 
Score: -26418760.000000 Penalty: 6062.765625
	Iteration 74Q: 3 clusters Score -2.641876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 202109 members 
Entering Unmasked Estep 
Score: -26418768.000000 Penalty: 6062.765625
	Iteration 75Q: 3 clusters Score -2.641877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 202114 members 
Entering Unmasked Estep 
Score: -26418766.000000 Penalty: 6062.765625
	Iteration 76Q: 3 clusters Score -2.641877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 202116 members 
Entering Unmasked Estep 
Score: -26418764.000000 Penalty: 6062.765625
	Iteration 77Q: 3 clusters Score -2.641876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -26418764.000000 Penalty: 6062.765625
	Iteration 78Q: 3 clusters Score -2.641876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 202121 members 
Entering Unmasked Estep 
Score: -26418754.000000 Penalty: 6062.765625
	Iteration 79Q: 3 clusters Score -2.641875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 202122 members 
Entering Unmasked Estep 
Score: -26418760.000000 Penalty: 6062.765625
	Iteration 80F: 3 clusters Score -2.641876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 202123 members 
Entering Unmasked Estep 
Score: -26418752.000000 Penalty: 6062.765625
	Iteration 81Q: 3 clusters Score -2.641875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 202123 members 
Entering Unmasked Estep 
Score: -26418752.000000 Penalty: 6062.765625
	Iteration 82F: 3 clusters Score -2.641875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Entering Unmasked Estep 
Score: -3890283.250000 Penalty: 2560.524170
	Iteration 0F: 2 clusters Score -3890283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3869485.250000 Penalty: 5121.048340
	Iteration 0F: 3 clusters Score -3869485 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3876908.000000 Penalty: 5121.048340
	Iteration 1F: 3 clusters Score -3876908 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3877495.500000 Penalty: 5121.048340
	Iteration 2Q: 3 clusters Score -3877496 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3878259.750000 Penalty: 5121.048340
	Iteration 3Q: 3 clusters Score -3878260 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3879450.500000 Penalty: 5121.048340
	Iteration 4F: 3 clusters Score -3879450 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3881360.000000 Penalty: 5121.048340
	Iteration 5F: 3 clusters Score -3881360 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3883690.750000 Penalty: 5121.048340
	Iteration 6F: 3 clusters Score -3883691 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3885696.000000 Penalty: 5121.048340
	Iteration 7F: 3 clusters Score -3885696 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3887018.000000 Penalty: 5121.048340
	Iteration 8F: 3 clusters Score -3887018 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3887775.250000 Penalty: 5121.048340
	Iteration 9Q: 3 clusters Score -3887775 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3888165.500000 Penalty: 5121.048340
	Iteration 10Q: 3 clusters Score -3888166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3888358.250000 Penalty: 5121.048340
	Iteration 11Q: 3 clusters Score -3888358 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3888497.750000 Penalty: 5121.048340
	Iteration 12Q: 3 clusters Score -3888498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3888566.250000 Penalty: 5121.048340
	Iteration 13Q: 3 clusters Score -3888566 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3888657.000000 Penalty: 5121.048340
	Iteration 14Q: 3 clusters Score -3888657 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3888709.000000 Penalty: 5121.048340
	Iteration 15Q: 3 clusters Score -3888709 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3888754.750000 Penalty: 5121.048340
	Iteration 16Q: 3 clusters Score -3888755 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3888819.250000 Penalty: 5121.048340
	Iteration 17Q: 3 clusters Score -3888819 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3888868.750000 Penalty: 5121.048340
	Iteration 18Q: 3 clusters Score -3888869 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3888923.500000 Penalty: 5121.048340
	Iteration 19Q: 3 clusters Score -3888924 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3889000.000000 Penalty: 5121.048340
	Iteration 20F: 3 clusters Score -3889000 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3889036.250000 Penalty: 5121.048340
	Iteration 21Q: 3 clusters Score -3889036 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3889078.000000 Penalty: 5121.048340
	Iteration 22Q: 3 clusters Score -3889078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3889127.500000 Penalty: 5121.048340
	Iteration 23Q: 3 clusters Score -3889128 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3889160.750000 Penalty: 5121.048340
	Iteration 24Q: 3 clusters Score -3889161 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3889198.000000 Penalty: 5121.048340
	Iteration 25Q: 3 clusters Score -3889198 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3889237.000000 Penalty: 5121.048340
	Iteration 26Q: 3 clusters Score -3889237 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3889255.500000 Penalty: 5121.048340
	Iteration 27Q: 3 clusters Score -3889256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3889295.250000 Penalty: 5121.048340
	Iteration 28Q: 3 clusters Score -3889295 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3889317.000000 Penalty: 5121.048340
	Iteration 29Q: 3 clusters Score -3889317 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3889342.000000 Penalty: 5121.048340
	Iteration 30Q: 3 clusters Score -3889342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3889380.500000 Penalty: 5121.048340
	Iteration 31Q: 3 clusters Score -3889380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3889406.250000 Penalty: 5121.048340
	Iteration 32Q: 3 clusters Score -3889406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3889416.500000 Penalty: 5121.048340
	Iteration 33Q: 3 clusters Score -3889416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3889450.250000 Penalty: 5121.048340
	Iteration 34Q: 3 clusters Score -3889450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3889467.750000 Penalty: 5121.048340
	Iteration 35Q: 3 clusters Score -3889468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3889486.250000 Penalty: 5121.048340
	Iteration 36Q: 3 clusters Score -3889486 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3889512.750000 Penalty: 5121.048340
	Iteration 37Q: 3 clusters Score -3889513 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3889544.000000 Penalty: 5121.048340
	Iteration 38Q: 3 clusters Score -3889544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3889560.000000 Penalty: 5121.048340
	Iteration 39Q: 3 clusters Score -3889560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3889568.750000 Penalty: 5121.048340
	Iteration 40F: 3 clusters Score -3889569 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3889583.000000 Penalty: 5121.048340
	Iteration 41Q: 3 clusters Score -3889583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3889596.000000 Penalty: 5121.048340
	Iteration 42Q: 3 clusters Score -3889596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3889601.000000 Penalty: 5121.048340
	Iteration 43Q: 3 clusters Score -3889601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3889610.250000 Penalty: 5121.048340
	Iteration 44Q: 3 clusters Score -3889610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3889609.750000 Penalty: 5121.048340
	Iteration 45Q: 3 clusters Score -3889610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3889628.250000 Penalty: 5121.048340
	Iteration 46Q: 3 clusters Score -3889628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3889635.500000 Penalty: 5121.048340
	Iteration 47Q: 3 clusters Score -3889636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3889636.750000 Penalty: 5121.048340
	Iteration 48Q: 3 clusters Score -3889637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3889632.500000 Penalty: 5121.048340
	Iteration 49Q: 3 clusters Score -3889632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3889637.500000 Penalty: 5121.048340
	Iteration 50Q: 3 clusters Score -3889638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3889647.000000 Penalty: 5121.048340
	Iteration 51Q: 3 clusters Score -3889647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3889653.750000 Penalty: 5121.048340
	Iteration 52Q: 3 clusters Score -3889654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3889656.750000 Penalty: 5121.048340
	Iteration 53Q: 3 clusters Score -3889657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3889655.000000 Penalty: 5121.048340
	Iteration 54Q: 3 clusters Score -3889655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3889661.750000 Penalty: 5121.048340
	Iteration 55Q: 3 clusters Score -3889662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3889671.500000 Penalty: 5121.048340
	Iteration 56Q: 3 clusters Score -3889672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3889672.250000 Penalty: 5121.048340
	Iteration 57Q: 3 clusters Score -3889672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3889672.000000 Penalty: 5121.048340
	Iteration 58Q: 3 clusters Score -3889672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3889673.250000 Penalty: 5121.048340
	Iteration 59Q: 3 clusters Score -3889673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3889679.750000 Penalty: 5121.048340
	Iteration 60F: 3 clusters Score -3889680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3889680.750000 Penalty: 5121.048340
	Iteration 61Q: 3 clusters Score -3889681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3889674.500000 Penalty: 5121.048340
	Iteration 62Q: 3 clusters Score -3889674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3889674.500000 Penalty: 5121.048340
	Iteration 63Q: 3 clusters Score -3889674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3889679.250000 Penalty: 5121.048340
	Iteration 64Q: 3 clusters Score -3889679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3889674.750000 Penalty: 5121.048340
	Iteration 65Q: 3 clusters Score -3889675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3889682.250000 Penalty: 5121.048340
	Iteration 66Q: 3 clusters Score -3889682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3889675.500000 Penalty: 5121.048340
	Iteration 67Q: 3 clusters Score -3889676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3889675.500000 Penalty: 5121.048340
	Iteration 68Q: 3 clusters Score -3889676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3889679.000000 Penalty: 5121.048340
	Iteration 69Q: 3 clusters Score -3889679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3889678.750000 Penalty: 5121.048340
	Iteration 70Q: 3 clusters Score -3889679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3889694.250000 Penalty: 5121.048340
	Iteration 71Q: 3 clusters Score -3889694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3889693.000000 Penalty: 5121.048340
	Iteration 72Q: 3 clusters Score -3889693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3889698.250000 Penalty: 5121.048340
	Iteration 73Q: 3 clusters Score -3889698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3889702.250000 Penalty: 5121.048340
	Iteration 74Q: 3 clusters Score -3889702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3889695.250000 Penalty: 5121.048340
	Iteration 75Q: 3 clusters Score -3889695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3889692.000000 Penalty: 5121.048340
	Iteration 76Q: 3 clusters Score -3889692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3889688.250000 Penalty: 5121.048340
	Iteration 77Q: 3 clusters Score -3889688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3889685.250000 Penalty: 5121.048340
	Iteration 78Q: 3 clusters Score -3889685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3889684.250000 Penalty: 5121.048340
	Iteration 79Q: 3 clusters Score -3889684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3889686.000000 Penalty: 5121.048340
	Iteration 80F: 3 clusters Score -3889686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3889689.000000 Penalty: 5121.048340
	Iteration 81Q: 3 clusters Score -3889689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3889685.000000 Penalty: 5121.048340
	Iteration 82Q: 3 clusters Score -3889685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3889685.250000 Penalty: 5121.048340
	Iteration 83Q: 3 clusters Score -3889685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3889681.250000 Penalty: 5121.048340
	Iteration 84Q: 3 clusters Score -3889681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3889685.250000 Penalty: 5121.048340
	Iteration 85Q: 3 clusters Score -3889685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3889685.250000 Penalty: 5121.048340
	Iteration 86F: 3 clusters Score -3889685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Entering Unmasked Estep 
Score: -6913312.500000 Penalty: 2710.412109
	Iteration 0F: 2 clusters Score -6913312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -6875881.500000 Penalty: 5420.824219
	Iteration 0F: 3 clusters Score -6875882 nChanged 25716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6890120.500000 Penalty: 5420.824219
	Iteration 1F: 3 clusters Score -6890120 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6891000.000000 Penalty: 5420.824219
	Iteration 2Q: 3 clusters Score -6891000 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6892257.500000 Penalty: 5420.824219
	Iteration 3Q: 3 clusters Score -6892258 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6894122.500000 Penalty: 5420.824219
	Iteration 4F: 3 clusters Score -6894122 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -6896671.500000 Penalty: 5420.824219
	Iteration 5F: 3 clusters Score -6896672 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6900029.000000 Penalty: 5420.824219
	Iteration 6F: 3 clusters Score -6900029 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -6903799.000000 Penalty: 5420.824219
	Iteration 7F: 3 clusters Score -6903799 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -6907284.500000 Penalty: 5420.824219
	Iteration 8F: 3 clusters Score -6907284 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -6909892.000000 Penalty: 5420.824219
	Iteration 9F: 3 clusters Score -6909892 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6911420.500000 Penalty: 5420.824219
	Iteration 10Q: 3 clusters Score -6911420 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6912296.000000 Penalty: 5420.824219
	Iteration 11Q: 3 clusters Score -6912296 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6912694.000000 Penalty: 5420.824219
	Iteration 12Q: 3 clusters Score -6912694 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6912907.500000 Penalty: 5420.824219
	Iteration 13Q: 3 clusters Score -6912908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6912987.000000 Penalty: 5420.824219
	Iteration 14Q: 3 clusters Score -6912987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6913053.500000 Penalty: 5420.824219
	Iteration 15Q: 3 clusters Score -6913054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6913101.000000 Penalty: 5420.824219
	Iteration 16Q: 3 clusters Score -6913101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6913131.000000 Penalty: 5420.824219
	Iteration 17Q: 3 clusters Score -6913131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6913146.500000 Penalty: 5420.824219
	Iteration 18Q: 3 clusters Score -6913146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6913153.000000 Penalty: 5420.824219
	Iteration 19Q: 3 clusters Score -6913153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6913163.500000 Penalty: 5420.824219
	Iteration 20F: 3 clusters Score -6913164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6913173.500000 Penalty: 5420.824219
	Iteration 21Q: 3 clusters Score -6913174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6913179.500000 Penalty: 5420.824219
	Iteration 22Q: 3 clusters Score -6913180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6913199.500000 Penalty: 5420.824219
	Iteration 23Q: 3 clusters Score -6913200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6913197.500000 Penalty: 5420.824219
	Iteration 24Q: 3 clusters Score -6913198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6913200.500000 Penalty: 5420.824219
	Iteration 25Q: 3 clusters Score -6913200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6913198.000000 Penalty: 5420.824219
	Iteration 26Q: 3 clusters Score -6913198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6913199.500000 Penalty: 5420.824219
	Iteration 27Q: 3 clusters Score -6913200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6913193.000000 Penalty: 5420.824219
	Iteration 28Q: 3 clusters Score -6913193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6913195.000000 Penalty: 5420.824219
	Iteration 29Q: 3 clusters Score -6913195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6913193.500000 Penalty: 5420.824219
	Iteration 30Q: 3 clusters Score -6913194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6913190.500000 Penalty: 5420.824219
	Iteration 31Q: 3 clusters Score -6913190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6913198.000000 Penalty: 5420.824219
	Iteration 32Q: 3 clusters Score -6913198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6913196.000000 Penalty: 5420.824219
	Iteration 33Q: 3 clusters Score -6913196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6913197.000000 Penalty: 5420.824219
	Iteration 34Q: 3 clusters Score -6913197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6913207.500000 Penalty: 5420.824219
	Iteration 35Q: 3 clusters Score -6913208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6913205.500000 Penalty: 5420.824219
	Iteration 36Q: 3 clusters Score -6913206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6913205.000000 Penalty: 5420.824219
	Iteration 37Q: 3 clusters Score -6913205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6913205.000000 Penalty: 5420.824219
	Iteration 38F: 3 clusters Score -6913205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Entering Unmasked Estep 
Score: -23045262.000000 Penalty: 3000.020020
	Iteration 0F: 2 clusters Score -2.304526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -22927302.000000 Penalty: 6000.040039
	Iteration 0F: 3 clusters Score -2.29273e+07 nChanged 85929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -22977350.000000 Penalty: 6000.040039
	Iteration 1F: 3 clusters Score -2.297735e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -22978390.000000 Penalty: 6000.040039
	Iteration 2Q: 3 clusters Score -2.297839e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -22979650.000000 Penalty: 6000.040039
	Iteration 3Q: 3 clusters Score -2.297965e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -22981446.000000 Penalty: 6000.040039
	Iteration 4Q: 3 clusters Score -2.298145e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -22983904.000000 Penalty: 6000.040039
	Iteration 5Q: 3 clusters Score -2.29839e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -22987568.000000 Penalty: 6000.040039
	Iteration 6Q: 3 clusters Score -2.298757e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -22993884.000000 Penalty: 6000.040039
	Iteration 7F: 3 clusters Score -2.299388e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -23002872.000000 Penalty: 6000.040039
	Iteration 8F: 3 clusters Score -2.300287e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -23013668.000000 Penalty: 6000.040039
	Iteration 9F: 3 clusters Score -2.301367e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -23023872.000000 Penalty: 6000.040039
	Iteration 10F: 3 clusters Score -2.302387e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -23031800.000000 Penalty: 6000.040039
	Iteration 11Q: 3 clusters Score -2.30318e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -23037096.000000 Penalty: 6000.040039
	Iteration 12Q: 3 clusters Score -2.30371e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -23039996.000000 Penalty: 6000.040039
	Iteration 13Q: 3 clusters Score -2.304e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -23041394.000000 Penalty: 6000.040039
	Iteration 14Q: 3 clusters Score -2.304139e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 177006 members 
Entering Unmasked Estep 
Score: -23042104.000000 Penalty: 6000.040039
	Iteration 15Q: 3 clusters Score -2.30421e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 177682 members 
Entering Unmasked Estep 
Score: -23042410.000000 Penalty: 6000.040039
	Iteration 16Q: 3 clusters Score -2.304241e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 178098 members 
Entering Unmasked Estep 
Score: -23042634.000000 Penalty: 6000.040039
	Iteration 17Q: 3 clusters Score -2.304263e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -23042780.000000 Penalty: 6000.040039
	Iteration 18Q: 3 clusters Score -2.304278e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -23042828.000000 Penalty: 6000.040039
	Iteration 19Q: 3 clusters Score -2.304283e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 178572 members 
Entering Unmasked Estep 
Score: -23042854.000000 Penalty: 6000.040039
	Iteration 20F: 3 clusters Score -2.304285e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -23042900.000000 Penalty: 6000.040039
	Iteration 21Q: 3 clusters Score -2.30429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -23042900.000000 Penalty: 6000.040039
	Iteration 22Q: 3 clusters Score -2.30429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -23042916.000000 Penalty: 6000.040039
	Iteration 23Q: 3 clusters Score -2.304292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 178692 members 
Entering Unmasked Estep 
Score: -23042930.000000 Penalty: 6000.040039
	Iteration 24Q: 3 clusters Score -2.304293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -23042934.000000 Penalty: 6000.040039
	Iteration 25Q: 3 clusters Score -2.304293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 178728 members 
Entering Unmasked Estep 
Score: -23042948.000000 Penalty: 6000.040039
	Iteration 26Q: 3 clusters Score -2.304295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 178740 members 
Entering Unmasked Estep 
Score: -23042950.000000 Penalty: 6000.040039
	Iteration 27Q: 3 clusters Score -2.304295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -23042960.000000 Penalty: 6000.040039
	Iteration 28Q: 3 clusters Score -2.304296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -23042972.000000 Penalty: 6000.040039
	Iteration 29Q: 3 clusters Score -2.304297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -23042984.000000 Penalty: 6000.040039
	Iteration 30Q: 3 clusters Score -2.304298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -23042994.000000 Penalty: 6000.040039
	Iteration 31Q: 3 clusters Score -2.304299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -23042982.000000 Penalty: 6000.040039
	Iteration 32Q: 3 clusters Score -2.304298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -23042976.000000 Penalty: 6000.040039
	Iteration 33Q: 3 clusters Score -2.304298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 178780 members 
Entering Unmasked Estep 
Score: -23042998.000000 Penalty: 6000.040039
	Iteration 34Q: 3 clusters Score -2.3043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -23042994.000000 Penalty: 6000.040039
	Iteration 35Q: 3 clusters Score -2.304299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -23042996.000000 Penalty: 6000.040039
	Iteration 36Q: 3 clusters Score -2.3043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -23042996.000000 Penalty: 6000.040039
	Iteration 37F: 3 clusters Score -2.3043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34346.832031 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34346.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34532.054688 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34532.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34646.425781 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34646.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34718.691406 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34718.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34764.773438 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34764.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34792.132812 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34792.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34811.074219 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34811.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34816.078125 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34816.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34819.699219 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34819.699219 Penalty: 2926.349121
	Iteration 9F: 3 clusters Score -34819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140654 members 
Entering Unmasked Estep 
Score: -18234194.000000 Penalty: 2939.806396
	Iteration 0F: 2 clusters Score -1.823419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -18140110.000000 Penalty: 5879.612793
	Iteration 0F: 3 clusters Score -1.814011e+07 nChanged 67032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -18178234.000000 Penalty: 5879.612793
	Iteration 1F: 3 clusters Score -1.817823e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -18178944.000000 Penalty: 5879.612793
	Iteration 2Q: 3 clusters Score -1.817894e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -18179876.000000 Penalty: 5879.612793
	Iteration 3Q: 3 clusters Score -1.817988e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -18181158.000000 Penalty: 5879.612793
	Iteration 4Q: 3 clusters Score -1.818116e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -18182760.000000 Penalty: 5879.612793
	Iteration 5Q: 3 clusters Score -1.818276e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -18185244.000000 Penalty: 5879.612793
	Iteration 6Q: 3 clusters Score -1.818524e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -18189006.000000 Penalty: 5879.612793
	Iteration 7Q: 3 clusters Score -1.818901e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -18194538.000000 Penalty: 5879.612793
	Iteration 8F: 3 clusters Score -1.819454e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -18202226.000000 Penalty: 5879.612793
	Iteration 9F: 3 clusters Score -1.820223e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116141 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -18211278.000000 Penalty: 5879.612793
	Iteration 10F: 3 clusters Score -1.821128e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -18219342.000000 Penalty: 5879.612793
	Iteration 11F: 3 clusters Score -1.821934e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -18224914.000000 Penalty: 5879.612793
	Iteration 12Q: 3 clusters Score -1.822491e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -18227972.000000 Penalty: 5879.612793
	Iteration 13Q: 3 clusters Score -1.822797e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -18229576.000000 Penalty: 5879.612793
	Iteration 14Q: 3 clusters Score -1.822958e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138290 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18230400.000000 Penalty: 5879.612793
	Iteration 15Q: 3 clusters Score -1.82304e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -18230896.000000 Penalty: 5879.612793
	Iteration 16Q: 3 clusters Score -1.82309e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18231108.000000 Penalty: 5879.612793
	Iteration 17Q: 3 clusters Score -1.823111e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18231276.000000 Penalty: 5879.612793
	Iteration 18Q: 3 clusters Score -1.823128e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18231390.000000 Penalty: 5879.612793
	Iteration 19Q: 3 clusters Score -1.823139e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -18231494.000000 Penalty: 5879.612793
	Iteration 20F: 3 clusters Score -1.823149e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139847 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -18231544.000000 Penalty: 5879.612793
	Iteration 21Q: 3 clusters Score -1.823154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139887 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18231592.000000 Penalty: 5879.612793
	Iteration 22Q: 3 clusters Score -1.823159e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18231616.000000 Penalty: 5879.612793
	Iteration 23Q: 3 clusters Score -1.823162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -18231656.000000 Penalty: 5879.612793
	Iteration 24Q: 3 clusters Score -1.823166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18231638.000000 Penalty: 5879.612793
	Iteration 25Q: 3 clusters Score -1.823164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18231664.000000 Penalty: 5879.612793
	Iteration 26Q: 3 clusters Score -1.823166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18231654.000000 Penalty: 5879.612793
	Iteration 27Q: 3 clusters Score -1.823165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18231666.000000 Penalty: 5879.612793
	Iteration 28Q: 3 clusters Score -1.823167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139988 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18231664.000000 Penalty: 5879.612793
	Iteration 29Q: 3 clusters Score -1.823166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18231658.000000 Penalty: 5879.612793
	Iteration 30Q: 3 clusters Score -1.823166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139999 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18231664.000000 Penalty: 5879.612793
	Iteration 31Q: 3 clusters Score -1.823166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18231674.000000 Penalty: 5879.612793
	Iteration 32Q: 3 clusters Score -1.823167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -18231676.000000 Penalty: 5879.612793
	Iteration 33Q: 3 clusters Score -1.823168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18231670.000000 Penalty: 5879.612793
	Iteration 34Q: 3 clusters Score -1.823167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18231678.000000 Penalty: 5879.612793
	Iteration 35Q: 3 clusters Score -1.823168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18231688.000000 Penalty: 5879.612793
	Iteration 36Q: 3 clusters Score -1.823169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18231680.000000 Penalty: 5879.612793
	Iteration 37Q: 3 clusters Score -1.823168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18231684.000000 Penalty: 5879.612793
	Iteration 38Q: 3 clusters Score -1.823168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18231686.000000 Penalty: 5879.612793
	Iteration 39Q: 3 clusters Score -1.823169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18231690.000000 Penalty: 5879.612793
	Iteration 40F: 3 clusters Score -1.823169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18231694.000000 Penalty: 5879.612793
	Iteration 41Q: 3 clusters Score -1.823169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18231684.000000 Penalty: 5879.612793
	Iteration 42Q: 3 clusters Score -1.823168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18231692.000000 Penalty: 5879.612793
	Iteration 43Q: 3 clusters Score -1.823169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18231684.000000 Penalty: 5879.612793
	Iteration 44Q: 3 clusters Score -1.823168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18231684.000000 Penalty: 5879.612793
	Iteration 45Q: 3 clusters Score -1.823168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18231694.000000 Penalty: 5879.612793
	Iteration 46Q: 3 clusters Score -1.823169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18231694.000000 Penalty: 5879.612793
	Iteration 47F: 3 clusters Score -1.823169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204547 members 
Entering Unmasked Estep 
Score: -26474602.000000 Penalty: 3032.681152
	Iteration 0F: 2 clusters Score -2.64746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102267 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -26345458.000000 Penalty: 6065.362305
	Iteration 0F: 3 clusters Score -2.634546e+07 nChanged 98419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -26403246.000000 Penalty: 6065.362305
	Iteration 1F: 3 clusters Score -2.640325e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -26404076.000000 Penalty: 6065.362305
	Iteration 2Q: 3 clusters Score -2.640408e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -26404926.000000 Penalty: 6065.362305
	Iteration 3Q: 3 clusters Score -2.640493e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -26405900.000000 Penalty: 6065.362305
	Iteration 4Q: 3 clusters Score -2.64059e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 105755 members 
Entering Unmasked Estep 
Score: -26406824.000000 Penalty: 6065.362305
	Iteration 5Q: 3 clusters Score -2.640682e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -26408216.000000 Penalty: 6065.362305
	Iteration 6Q: 3 clusters Score -2.640822e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -26410168.000000 Penalty: 6065.362305
	Iteration 7Q: 3 clusters Score -2.641017e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -26413344.000000 Penalty: 6065.362305
	Iteration 8Q: 3 clusters Score -2.641334e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -26418656.000000 Penalty: 6065.362305
	Iteration 9Q: 3 clusters Score -2.641866e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -26427630.000000 Penalty: 6065.362305
	Iteration 10F: 3 clusters Score -2.642763e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 128368 members 
Entering Unmasked Estep 
Score: -26439546.000000 Penalty: 6065.362305
	Iteration 11F: 3 clusters Score -2.643955e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 132615 members 
Entering Unmasked Estep 
Score: -26449212.000000 Penalty: 6065.362305
	Iteration 12F: 3 clusters Score -2.644921e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -26453476.000000 Penalty: 6065.362305
	Iteration 13Q: 3 clusters Score -2.645348e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 137850 members 
Entering Unmasked Estep 
Score: -26455582.000000 Penalty: 6065.362305
	Iteration 14Q: 3 clusters Score -2.645558e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -26456922.000000 Penalty: 6065.362305
	Iteration 15Q: 3 clusters Score -2.645692e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -26458058.000000 Penalty: 6065.362305
	Iteration 16Q: 3 clusters Score -2.645806e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -26459022.000000 Penalty: 6065.362305
	Iteration 17Q: 3 clusters Score -2.645902e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 145966 members 
Entering Unmasked Estep 
Score: -26459756.000000 Penalty: 6065.362305
	Iteration 18Q: 3 clusters Score -2.645976e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -26460446.000000 Penalty: 6065.362305
	Iteration 19Q: 3 clusters Score -2.646045e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -26461172.000000 Penalty: 6065.362305
	Iteration 20F: 3 clusters Score -2.646117e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -26461880.000000 Penalty: 6065.362305
	Iteration 21Q: 3 clusters Score -2.646188e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -26462492.000000 Penalty: 6065.362305
	Iteration 22Q: 3 clusters Score -2.646249e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 153892 members 
Entering Unmasked Estep 
Score: -26462992.000000 Penalty: 6065.362305
	Iteration 23Q: 3 clusters Score -2.646299e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -26463364.000000 Penalty: 6065.362305
	Iteration 24Q: 3 clusters Score -2.646336e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -26463802.000000 Penalty: 6065.362305
	Iteration 25Q: 3 clusters Score -2.64638e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -26464278.000000 Penalty: 6065.362305
	Iteration 26Q: 3 clusters Score -2.646428e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -26464756.000000 Penalty: 6065.362305
	Iteration 27Q: 3 clusters Score -2.646476e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -26465146.000000 Penalty: 6065.362305
	Iteration 28Q: 3 clusters Score -2.646515e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -26465456.000000 Penalty: 6065.362305
	Iteration 29Q: 3 clusters Score -2.646546e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -26465836.000000 Penalty: 6065.362305
	Iteration 30Q: 3 clusters Score -2.646584e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -26466180.000000 Penalty: 6065.362305
	Iteration 31Q: 3 clusters Score -2.646618e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 167983 members 
Entering Unmasked Estep 
Score: -26466678.000000 Penalty: 6065.362305
	Iteration 32Q: 3 clusters Score -2.646668e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -26467096.000000 Penalty: 6065.362305
	Iteration 33Q: 3 clusters Score -2.64671e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -26467448.000000 Penalty: 6065.362305
	Iteration 34Q: 3 clusters Score -2.646745e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -26467848.000000 Penalty: 6065.362305
	Iteration 35Q: 3 clusters Score -2.646785e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -26468288.000000 Penalty: 6065.362305
	Iteration 36Q: 3 clusters Score -2.646829e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -26468634.000000 Penalty: 6065.362305
	Iteration 37Q: 3 clusters Score -2.646863e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 180080 members 
Entering Unmasked Estep 
Score: -26469234.000000 Penalty: 6065.362305
	Iteration 38Q: 3 clusters Score -2.646923e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 182209 members 
Entering Unmasked Estep 
Score: -26469768.000000 Penalty: 6065.362305
	Iteration 39Q: 3 clusters Score -2.646977e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -26470340.000000 Penalty: 6065.362305
	Iteration 40F: 3 clusters Score -2.647034e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 186108 members 
Entering Unmasked Estep 
Score: -26470836.000000 Penalty: 6065.362305
	Iteration 41Q: 3 clusters Score -2.647084e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 187924 members 
Entering Unmasked Estep 
Score: -26471328.000000 Penalty: 6065.362305
	Iteration 42Q: 3 clusters Score -2.647133e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 189532 members 
Entering Unmasked Estep 
Score: -26471930.000000 Penalty: 6065.362305
	Iteration 43Q: 3 clusters Score -2.647193e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -26472254.000000 Penalty: 6065.362305
	Iteration 44Q: 3 clusters Score -2.647225e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 191935 members 
Entering Unmasked Estep 
Score: -26472510.000000 Penalty: 6065.362305
	Iteration 45Q: 3 clusters Score -2.647251e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 192887 members 
Entering Unmasked Estep 
Score: -26472658.000000 Penalty: 6065.362305
	Iteration 46Q: 3 clusters Score -2.647266e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 193705 members 
Entering Unmasked Estep 
Score: -26472858.000000 Penalty: 6065.362305
	Iteration 47Q: 3 clusters Score -2.647286e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -26472972.000000 Penalty: 6065.362305
	Iteration 48Q: 3 clusters Score -2.647297e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -26473168.000000 Penalty: 6065.362305
	Iteration 49Q: 3 clusters Score -2.647317e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 195445 members 
Entering Unmasked Estep 
Score: -26473324.000000 Penalty: 6065.362305
	Iteration 50Q: 3 clusters Score -2.647332e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -26473378.000000 Penalty: 6065.362305
	Iteration 51Q: 3 clusters Score -2.647338e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 196206 members 
Entering Unmasked Estep 
Score: -26473542.000000 Penalty: 6065.362305
	Iteration 52Q: 3 clusters Score -2.647354e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 196487 members 
Entering Unmasked Estep 
Score: -26473570.000000 Penalty: 6065.362305
	Iteration 53Q: 3 clusters Score -2.647357e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 196698 members 
Entering Unmasked Estep 
Score: -26473594.000000 Penalty: 6065.362305
	Iteration 54Q: 3 clusters Score -2.647359e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 196925 members 
Entering Unmasked Estep 
Score: -26473558.000000 Penalty: 6065.362305
	Iteration 55Q: 3 clusters Score -2.647356e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 197097 members 
Entering Unmasked Estep 
Score: -26473608.000000 Penalty: 6065.362305
	Iteration 56Q: 3 clusters Score -2.647361e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 197238 members 
Entering Unmasked Estep 
Score: -26473602.000000 Penalty: 6065.362305
	Iteration 57Q: 3 clusters Score -2.64736e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 197359 members 
Entering Unmasked Estep 
Score: -26473586.000000 Penalty: 6065.362305
	Iteration 58Q: 3 clusters Score -2.647359e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 197455 members 
Entering Unmasked Estep 
Score: -26473578.000000 Penalty: 6065.362305
	Iteration 59Q: 3 clusters Score -2.647358e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 197548 members 
Entering Unmasked Estep 
Score: -26473530.000000 Penalty: 6065.362305
	Iteration 60F: 3 clusters Score -2.647353e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 197646 members 
Entering Unmasked Estep 
Score: -26473572.000000 Penalty: 6065.362305
	Iteration 61Q: 3 clusters Score -2.647357e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 197726 members 
Entering Unmasked Estep 
Score: -26473556.000000 Penalty: 6065.362305
	Iteration 62Q: 3 clusters Score -2.647356e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -26473510.000000 Penalty: 6065.362305
	Iteration 63Q: 3 clusters Score -2.647351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 197884 members 
Entering Unmasked Estep 
Score: -26473528.000000 Penalty: 6065.362305
	Iteration 64Q: 3 clusters Score -2.647353e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -26473508.000000 Penalty: 6065.362305
	Iteration 65Q: 3 clusters Score -2.647351e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 197998 members 
Entering Unmasked Estep 
Score: -26473480.000000 Penalty: 6065.362305
	Iteration 66Q: 3 clusters Score -2.647348e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 198052 members 
Entering Unmasked Estep 
Score: -26473466.000000 Penalty: 6065.362305
	Iteration 67Q: 3 clusters Score -2.647347e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 198102 members 
Entering Unmasked Estep 
Score: -26473456.000000 Penalty: 6065.362305
	Iteration 68Q: 3 clusters Score -2.647346e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 198145 members 
Entering Unmasked Estep 
Score: -26473460.000000 Penalty: 6065.362305
	Iteration 69Q: 3 clusters Score -2.647346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 198186 members 
Entering Unmasked Estep 
Score: -26473430.000000 Penalty: 6065.362305
	Iteration 70Q: 3 clusters Score -2.647343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 198229 members 
Entering Unmasked Estep 
Score: -26473402.000000 Penalty: 6065.362305
	Iteration 71Q: 3 clusters Score -2.64734e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 198285 members 
Entering Unmasked Estep 
Score: -26473416.000000 Penalty: 6065.362305
	Iteration 72Q: 3 clusters Score -2.647342e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 198330 members 
Entering Unmasked Estep 
Score: -26473452.000000 Penalty: 6065.362305
	Iteration 73Q: 3 clusters Score -2.647345e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -26473446.000000 Penalty: 6065.362305
	Iteration 74Q: 3 clusters Score -2.647345e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 198413 members 
Entering Unmasked Estep 
Score: -26473428.000000 Penalty: 6065.362305
	Iteration 75Q: 3 clusters Score -2.647343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 198454 members 
Entering Unmasked Estep 
Score: -26473438.000000 Penalty: 6065.362305
	Iteration 76Q: 3 clusters Score -2.647344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 198476 members 
Entering Unmasked Estep 
Score: -26473414.000000 Penalty: 6065.362305
	Iteration 77Q: 3 clusters Score -2.647341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 198495 members 
Entering Unmasked Estep 
Score: -26473436.000000 Penalty: 6065.362305
	Iteration 78Q: 3 clusters Score -2.647344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 198513 members 
Entering Unmasked Estep 
Score: -26473432.000000 Penalty: 6065.362305
	Iteration 79Q: 3 clusters Score -2.647343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 198529 members 
Entering Unmasked Estep 
Score: -26473424.000000 Penalty: 6065.362305
	Iteration 80F: 3 clusters Score -2.647342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 198550 members 
Entering Unmasked Estep 
Score: -26473412.000000 Penalty: 6065.362305
	Iteration 81Q: 3 clusters Score -2.647341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 198568 members 
Entering Unmasked Estep 
Score: -26473410.000000 Penalty: 6065.362305
	Iteration 82Q: 3 clusters Score -2.647341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 198588 members 
Entering Unmasked Estep 
Score: -26473398.000000 Penalty: 6065.362305
	Iteration 83Q: 3 clusters Score -2.64734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 198598 members 
Entering Unmasked Estep 
Score: -26473402.000000 Penalty: 6065.362305
	Iteration 84Q: 3 clusters Score -2.64734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 198608 members 
Entering Unmasked Estep 
Score: -26473404.000000 Penalty: 6065.362305
	Iteration 85Q: 3 clusters Score -2.64734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 198619 members 
Entering Unmasked Estep 
Score: -26473394.000000 Penalty: 6065.362305
	Iteration 86Q: 3 clusters Score -2.647339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 198632 members 
Entering Unmasked Estep 
Score: -26473402.000000 Penalty: 6065.362305
	Iteration 87Q: 3 clusters Score -2.64734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 198642 members 
Entering Unmasked Estep 
Score: -26473374.000000 Penalty: 6065.362305
	Iteration 88Q: 3 clusters Score -2.647337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 198655 members 
Entering Unmasked Estep 
Score: -26473400.000000 Penalty: 6065.362305
	Iteration 89Q: 3 clusters Score -2.64734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 198671 members 
Entering Unmasked Estep 
Score: -26473392.000000 Penalty: 6065.362305
	Iteration 90Q: 3 clusters Score -2.647339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 198684 members 
Entering Unmasked Estep 
Score: -26473394.000000 Penalty: 6065.362305
	Iteration 91Q: 3 clusters Score -2.647339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 198697 members 
Entering Unmasked Estep 
Score: -26473364.000000 Penalty: 6065.362305
	Iteration 92Q: 3 clusters Score -2.647336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 198710 members 
Entering Unmasked Estep 
Score: -26473384.000000 Penalty: 6065.362305
	Iteration 93Q: 3 clusters Score -2.647338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 198727 members 
Entering Unmasked Estep 
Score: -26473388.000000 Penalty: 6065.362305
	Iteration 94Q: 3 clusters Score -2.647339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 198736 members 
Entering Unmasked Estep 
Score: -26473404.000000 Penalty: 6065.362305
	Iteration 95Q: 3 clusters Score -2.64734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 198745 members 
Entering Unmasked Estep 
Score: -26473388.000000 Penalty: 6065.362305
	Iteration 96Q: 3 clusters Score -2.647339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 198755 members 
Entering Unmasked Estep 
Score: -26473388.000000 Penalty: 6065.362305
	Iteration 97Q: 3 clusters Score -2.647339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 198767 members 
Entering Unmasked Estep 
Score: -26473390.000000 Penalty: 6065.362305
	Iteration 98Q: 3 clusters Score -2.647339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 198771 members 
Entering Unmasked Estep 
Score: -26473396.000000 Penalty: 6065.362305
	Iteration 99Q: 3 clusters Score -2.64734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 198777 members 
Entering Unmasked Estep 
Score: -26473380.000000 Penalty: 6065.362305
	Iteration 100F: 3 clusters Score -2.647338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 198785 members 
Entering Unmasked Estep 
Score: -26473402.000000 Penalty: 6065.362305
	Iteration 101Q: 3 clusters Score -2.64734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 198791 members 
Entering Unmasked Estep 
Score: -26473386.000000 Penalty: 6065.362305
	Iteration 102Q: 3 clusters Score -2.647339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 198794 members 
Entering Unmasked Estep 
Score: -26473390.000000 Penalty: 6065.362305
	Iteration 103Q: 3 clusters Score -2.647339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 198797 members 
Entering Unmasked Estep 
Score: -26473396.000000 Penalty: 6065.362305
	Iteration 104Q: 3 clusters Score -2.64734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 198799 members 
Entering Unmasked Estep 
Score: -26473396.000000 Penalty: 6065.362305
	Iteration 105Q: 3 clusters Score -2.64734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 198800 members 
Entering Unmasked Estep 
Score: -26473408.000000 Penalty: 6065.362305
	Iteration 106Q: 3 clusters Score -2.647341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -26473406.000000 Penalty: 6065.362305
	Iteration 107Q: 3 clusters Score -2.647341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -26473406.000000 Penalty: 6065.362305
	Iteration 108F: 3 clusters Score -2.647341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -682705.812500 Penalty: 2132.267090
	Iteration 0F: 2 clusters Score -682705.8 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 2814 members 
Entering Unmasked Estep 
Score: -677859.000000 Penalty: 4264.534180
	Iteration 0F: 3 clusters Score -677859 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -679032.062500 Penalty: 4264.534180
	Iteration 1F: 3 clusters Score -679032.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -679275.750000 Penalty: 4264.534180
	Iteration 2F: 3 clusters Score -679275.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -679442.312500 Penalty: 4264.534180
	Iteration 3F: 3 clusters Score -679442.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -679576.312500 Penalty: 4264.534180
	Iteration 4Q: 3 clusters Score -679576.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -679684.375000 Penalty: 4264.534180
	Iteration 5Q: 3 clusters Score -679684.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -679789.687500 Penalty: 4264.534180
	Iteration 6Q: 3 clusters Score -679789.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -679897.250000 Penalty: 4264.534180
	Iteration 7Q: 3 clusters Score -679897.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -680014.000000 Penalty: 4264.534180
	Iteration 8Q: 3 clusters Score -680014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -680137.812500 Penalty: 4264.534180
	Iteration 9Q: 3 clusters Score -680137.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -680264.062500 Penalty: 4264.534180
	Iteration 10Q: 3 clusters Score -680264.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -680394.437500 Penalty: 4264.534180
	Iteration 11Q: 3 clusters Score -680394.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -680510.250000 Penalty: 4264.534180
	Iteration 12Q: 3 clusters Score -680510.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -680600.937500 Penalty: 4264.534180
	Iteration 13Q: 3 clusters Score -680600.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -680668.000000 Penalty: 4264.534180
	Iteration 14Q: 3 clusters Score -680668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -680722.375000 Penalty: 4264.534180
	Iteration 15Q: 3 clusters Score -680722.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -680769.750000 Penalty: 4264.534180
	Iteration 16Q: 3 clusters Score -680769.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -680796.375000 Penalty: 4264.534180
	Iteration 17Q: 3 clusters Score -680796.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -680818.750000 Penalty: 4264.534180
	Iteration 18Q: 3 clusters Score -680818.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -680844.750000 Penalty: 4264.534180
	Iteration 19Q: 3 clusters Score -680844.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -680867.312500 Penalty: 4264.534180
	Iteration 20F: 3 clusters Score -680867.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -680900.875000 Penalty: 4264.534180
	Iteration 21Q: 3 clusters Score -680900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -680919.750000 Penalty: 4264.534180
	Iteration 22Q: 3 clusters Score -680919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -680933.937500 Penalty: 4264.534180
	Iteration 23Q: 3 clusters Score -680933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -680945.500000 Penalty: 4264.534180
	Iteration 24Q: 3 clusters Score -680945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -680954.875000 Penalty: 4264.534180
	Iteration 25Q: 3 clusters Score -680954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -680959.750000 Penalty: 4264.534180
	Iteration 26Q: 3 clusters Score -680959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -680962.687500 Penalty: 4264.534180
	Iteration 27Q: 3 clusters Score -680962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -680963.875000 Penalty: 4264.534180
	Iteration 28Q: 3 clusters Score -680963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -680964.625000 Penalty: 4264.534180
	Iteration 29Q: 3 clusters Score -680964.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -680965.937500 Penalty: 4264.534180
	Iteration 30Q: 3 clusters Score -680965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -680968.000000 Penalty: 4264.534180
	Iteration 31Q: 3 clusters Score -680968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -680970.812500 Penalty: 4264.534180
	Iteration 32Q: 3 clusters Score -680970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -680971.500000 Penalty: 4264.534180
	Iteration 33Q: 3 clusters Score -680971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -680974.375000 Penalty: 4264.534180
	Iteration 34Q: 3 clusters Score -680974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -680974.625000 Penalty: 4264.534180
	Iteration 35Q: 3 clusters Score -680974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -680978.625000 Penalty: 4264.534180
	Iteration 36Q: 3 clusters Score -680978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -680977.687500 Penalty: 4264.534180
	Iteration 37Q: 3 clusters Score -680977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -680977.687500 Penalty: 4264.534180
	Iteration 38F: 3 clusters Score -680977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Entering Unmasked Estep 
Score: -4583486.000000 Penalty: 2596.283936
	Iteration 0F: 2 clusters Score -4583486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4559553.000000 Penalty: 5192.567871
	Iteration 0F: 3 clusters Score -4559553 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4568382.500000 Penalty: 5192.567871
	Iteration 1F: 3 clusters Score -4568382 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4569036.500000 Penalty: 5192.567871
	Iteration 2Q: 3 clusters Score -4569036 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4569669.500000 Penalty: 5192.567871
	Iteration 3Q: 3 clusters Score -4569670 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4570409.000000 Penalty: 5192.567871
	Iteration 4Q: 3 clusters Score -4570409 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4571347.500000 Penalty: 5192.567871
	Iteration 5F: 3 clusters Score -4571348 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4572615.000000 Penalty: 5192.567871
	Iteration 6F: 3 clusters Score -4572615 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4574028.000000 Penalty: 5192.567871
	Iteration 7F: 3 clusters Score -4574028 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4575432.500000 Penalty: 5192.567871
	Iteration 8F: 3 clusters Score -4575432 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4576619.000000 Penalty: 5192.567871
	Iteration 9F: 3 clusters Score -4576619 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4577616.000000 Penalty: 5192.567871
	Iteration 10Q: 3 clusters Score -4577616 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4578306.500000 Penalty: 5192.567871
	Iteration 11Q: 3 clusters Score -4578306 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4578764.000000 Penalty: 5192.567871
	Iteration 12Q: 3 clusters Score -4578764 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4579116.500000 Penalty: 5192.567871
	Iteration 13Q: 3 clusters Score -4579116 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4579407.500000 Penalty: 5192.567871
	Iteration 14Q: 3 clusters Score -4579408 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4579678.500000 Penalty: 5192.567871
	Iteration 15Q: 3 clusters Score -4579678 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4579924.500000 Penalty: 5192.567871
	Iteration 16Q: 3 clusters Score -4579924 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4580207.000000 Penalty: 5192.567871
	Iteration 17Q: 3 clusters Score -4580207 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4580462.500000 Penalty: 5192.567871
	Iteration 18Q: 3 clusters Score -4580462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4580661.000000 Penalty: 5192.567871
	Iteration 19Q: 3 clusters Score -4580661 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4580847.000000 Penalty: 5192.567871
	Iteration 20F: 3 clusters Score -4580847 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4580973.000000 Penalty: 5192.567871
	Iteration 21Q: 3 clusters Score -4580973 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4581089.000000 Penalty: 5192.567871
	Iteration 22Q: 3 clusters Score -4581089 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4581198.500000 Penalty: 5192.567871
	Iteration 23Q: 3 clusters Score -4581198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4581247.000000 Penalty: 5192.567871
	Iteration 24Q: 3 clusters Score -4581247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4581289.000000 Penalty: 5192.567871
	Iteration 25Q: 3 clusters Score -4581289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4581326.000000 Penalty: 5192.567871
	Iteration 26Q: 3 clusters Score -4581326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4581361.500000 Penalty: 5192.567871
	Iteration 27Q: 3 clusters Score -4581362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4581391.000000 Penalty: 5192.567871
	Iteration 28Q: 3 clusters Score -4581391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4581427.000000 Penalty: 5192.567871
	Iteration 29Q: 3 clusters Score -4581427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4581444.500000 Penalty: 5192.567871
	Iteration 30Q: 3 clusters Score -4581444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4581459.500000 Penalty: 5192.567871
	Iteration 31Q: 3 clusters Score -4581460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4581469.500000 Penalty: 5192.567871
	Iteration 32Q: 3 clusters Score -4581470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4581476.500000 Penalty: 5192.567871
	Iteration 33Q: 3 clusters Score -4581476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4581482.500000 Penalty: 5192.567871
	Iteration 34Q: 3 clusters Score -4581482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4581501.000000 Penalty: 5192.567871
	Iteration 35Q: 3 clusters Score -4581501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4581510.000000 Penalty: 5192.567871
	Iteration 36Q: 3 clusters Score -4581510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4581515.500000 Penalty: 5192.567871
	Iteration 37Q: 3 clusters Score -4581516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4581517.000000 Penalty: 5192.567871
	Iteration 38Q: 3 clusters Score -4581517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4581517.000000 Penalty: 5192.567871
	Iteration 39F: 3 clusters Score -4581517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -361532.593750 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -361532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -358326.687500 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -358326.7 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -359244.968750 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -359245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -359502.031250 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -359502 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -359675.906250 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -359675.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359808.125000 Penalty: 3972.314453
	Iteration 4F: 3 clusters Score -359808.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -359904.656250 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -359904.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -360004.812500 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -360004.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -360091.156250 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -360091.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -360158.812500 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -360158.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -360229.562500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -360229.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -360295.500000 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -360295.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -360349.625000 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -360349.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -360407.406250 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -360407.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -360455.687500 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -360455.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -360489.687500 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -360489.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -360515.156250 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -360515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -360536.875000 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -360536.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360559.843750 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -360559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -360577.312500 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -360577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -360588.656250 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -360588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -360596.500000 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -360596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -360603.593750 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -360603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -360605.968750 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -360606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -360608.812500 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -360608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -360614.781250 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -360614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -360623.968750 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -360624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -360626.000000 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -360626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -360627.562500 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -360627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -360629.937500 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -360629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -360633.531250 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -360633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -360633.531250 Penalty: 3972.314453
	Iteration 30F: 3 clusters Score -360633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107596.742188 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107596.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108039.117188 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108039.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -108229.085938 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108229.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108403.640625 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108403.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108603.515625 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108603.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -108801.664062 Penalty: 3460.268555
	Iteration 5F: 3 clusters Score -108801.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108911.617188 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -108911.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108973.640625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -108973.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109030.976562 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109107.835938 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109133.125000 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109143.492188 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109148.734375 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109148.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109148.734375 Penalty: 3460.268555
	Iteration 13F: 3 clusters Score -109148.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 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 334 members 
Entering Unmasked Estep 
Score: -69278.132812 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69278.13 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69727.484375 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69727.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69878.218750 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69878.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69960.101562 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -69960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70002.101562 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -70002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70049.296875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -70049.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70122.492188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70122.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70263.367188 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70263.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70377.109375 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70377.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70402.382812 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70402.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70415.914062 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70415.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70428.617188 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -70428.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70433.648438 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -70433.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70436.140625 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -70436.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70437.804688 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -70437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70443.367188 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -70443.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70448.500000 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -70448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70454.929688 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -70454.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70460.648438 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -70460.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70470.257812 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -70470.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70484.593750 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -70484.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70509.234375 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -70509.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70587.632812 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -70587.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70712.429688 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -70712.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70749.445312 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -70749.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70769.476562 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -70769.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70800.343750 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -70800.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70812.851562 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -70812.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70840.773438 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -70840.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70864.757812 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -70864.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70873.226562 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -70873.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70882.085938 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -70882.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70888.781250 Penalty: 3198.649170
	Iteration 32Q: 3 clusters Score -70888.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70895.195312 Penalty: 3198.649170
	Iteration 33Q: 3 clusters Score -70895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70901.078125 Penalty: 3198.649170
	Iteration 34Q: 3 clusters Score -70901.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70907.851562 Penalty: 3198.649170
	Iteration 35Q: 3 clusters Score -70907.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70915.789062 Penalty: 3198.649170
	Iteration 36Q: 3 clusters Score -70915.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70922.609375 Penalty: 3198.649170
	Iteration 37Q: 3 clusters Score -70922.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70928.390625 Penalty: 3198.649170
	Iteration 38Q: 3 clusters Score -70928.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70940.859375 Penalty: 3198.649170
	Iteration 39Q: 3 clusters Score -70940.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70978.007812 Penalty: 3198.649170
	Iteration 40F: 3 clusters Score -70978.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71039.390625 Penalty: 3198.649170
	Iteration 41Q: 3 clusters Score -71039.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71096.132812 Penalty: 3198.649170
	Iteration 42Q: 3 clusters Score -71096.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71153.046875 Penalty: 3198.649170
	Iteration 43Q: 3 clusters Score -71153.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71231.765625 Penalty: 3198.649170
	Iteration 44Q: 3 clusters Score -71231.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71297.195312 Penalty: 3198.649170
	Iteration 45Q: 3 clusters Score -71297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71371.140625 Penalty: 3198.649170
	Iteration 46Q: 3 clusters Score -71371.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71394.992188 Penalty: 3198.649170
	Iteration 47Q: 3 clusters Score -71394.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71410.476562 Penalty: 3198.649170
	Iteration 48Q: 3 clusters Score -71410.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71411.390625 Penalty: 3198.649170
	Iteration 49F: 3 clusters Score -71411.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71419.203125 Penalty: 3198.649170
	Iteration 50Q: 3 clusters Score -71419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71420.015625 Penalty: 3198.649170
	Iteration 51F: 3 clusters Score -71420.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71441.203125 Penalty: 3198.649170
	Iteration 52Q: 3 clusters Score -71441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71441.203125 Penalty: 3198.649170
	Iteration 53F: 3 clusters Score -71441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 203479 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 179307 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140654 members 
Mstep: Class 8 contains 204547 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 35203 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 282 members 
Mstep: Class 14 contains 170986 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46139 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166405120.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166406592.000000 to -166405120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (170986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Entering Unmasked Estep 
Score: -21994224.000000 Penalty: 2988.235596
	Iteration 0F: 2 clusters Score -2.199422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -21880886.000000 Penalty: 5976.471191
	Iteration 0F: 3 clusters Score -2.188089e+07 nChanged 81968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -21928736.000000 Penalty: 5976.471191
	Iteration 1F: 3 clusters Score -2.192874e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -21929706.000000 Penalty: 5976.471191
	Iteration 2Q: 3 clusters Score -2.192971e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -21930700.000000 Penalty: 5976.471191
	Iteration 3Q: 3 clusters Score -2.19307e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -21932122.000000 Penalty: 5976.471191
	Iteration 4Q: 3 clusters Score -2.193212e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -21934146.000000 Penalty: 5976.471191
	Iteration 5Q: 3 clusters Score -2.193415e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -21937028.000000 Penalty: 5976.471191
	Iteration 6Q: 3 clusters Score -2.193703e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -21942078.000000 Penalty: 5976.471191
	Iteration 7F: 3 clusters Score -2.194208e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -21948716.000000 Penalty: 5976.471191
	Iteration 8F: 3 clusters Score -2.194872e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -21956938.000000 Penalty: 5976.471191
	Iteration 9F: 3 clusters Score -2.195694e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -21965228.000000 Penalty: 5976.471191
	Iteration 10F: 3 clusters Score -2.196523e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -21972370.000000 Penalty: 5976.471191
	Iteration 11F: 3 clusters Score -2.197237e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -21977762.000000 Penalty: 5976.471191
	Iteration 12Q: 3 clusters Score -2.197776e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -21981706.000000 Penalty: 5976.471191
	Iteration 13Q: 3 clusters Score -2.198171e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -21984452.000000 Penalty: 5976.471191
	Iteration 14Q: 3 clusters Score -2.198445e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -21986232.000000 Penalty: 5976.471191
	Iteration 15Q: 3 clusters Score -2.198623e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -21987606.000000 Penalty: 5976.471191
	Iteration 16Q: 3 clusters Score -2.198761e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -21988658.000000 Penalty: 5976.471191
	Iteration 17Q: 3 clusters Score -2.198866e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -21989380.000000 Penalty: 5976.471191
	Iteration 18Q: 3 clusters Score -2.198938e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -21989934.000000 Penalty: 5976.471191
	Iteration 19Q: 3 clusters Score -2.198993e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 166947 members 
Entering Unmasked Estep 
Score: -21990466.000000 Penalty: 5976.471191
	Iteration 20F: 3 clusters Score -2.199047e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -21990862.000000 Penalty: 5976.471191
	Iteration 21Q: 3 clusters Score -2.199086e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 168185 members 
Entering Unmasked Estep 
Score: -21991076.000000 Penalty: 5976.471191
	Iteration 22Q: 3 clusters Score -2.199108e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -21991278.000000 Penalty: 5976.471191
	Iteration 23Q: 3 clusters Score -2.199128e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -21991334.000000 Penalty: 5976.471191
	Iteration 24Q: 3 clusters Score -2.199133e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -21991436.000000 Penalty: 5976.471191
	Iteration 25Q: 3 clusters Score -2.199144e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -21991456.000000 Penalty: 5976.471191
	Iteration 26Q: 3 clusters Score -2.199146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 169374 members 
Entering Unmasked Estep 
Score: -21991492.000000 Penalty: 5976.471191
	Iteration 27Q: 3 clusters Score -2.199149e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 169480 members 
Entering Unmasked Estep 
Score: -21991520.000000 Penalty: 5976.471191
	Iteration 28Q: 3 clusters Score -2.199152e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -21991538.000000 Penalty: 5976.471191
	Iteration 29Q: 3 clusters Score -2.199154e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -21991554.000000 Penalty: 5976.471191
	Iteration 30Q: 3 clusters Score -2.199155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -21991578.000000 Penalty: 5976.471191
	Iteration 31Q: 3 clusters Score -2.199158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -21991626.000000 Penalty: 5976.471191
	Iteration 32Q: 3 clusters Score -2.199163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -21991672.000000 Penalty: 5976.471191
	Iteration 33Q: 3 clusters Score -2.199167e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -21991682.000000 Penalty: 5976.471191
	Iteration 34Q: 3 clusters Score -2.199168e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 169860 members 
Entering Unmasked Estep 
Score: -21991678.000000 Penalty: 5976.471191
	Iteration 35Q: 3 clusters Score -2.199168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -21991716.000000 Penalty: 5976.471191
	Iteration 36Q: 3 clusters Score -2.199172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -21991728.000000 Penalty: 5976.471191
	Iteration 37Q: 3 clusters Score -2.199173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -21991744.000000 Penalty: 5976.471191
	Iteration 38Q: 3 clusters Score -2.199174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -21991754.000000 Penalty: 5976.471191
	Iteration 39Q: 3 clusters Score -2.199175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -21991738.000000 Penalty: 5976.471191
	Iteration 40F: 3 clusters Score -2.199174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -21991740.000000 Penalty: 5976.471191
	Iteration 41Q: 3 clusters Score -2.199174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -21991748.000000 Penalty: 5976.471191
	Iteration 42Q: 3 clusters Score -2.199175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -21991778.000000 Penalty: 5976.471191
	Iteration 43Q: 3 clusters Score -2.199178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -21991778.000000 Penalty: 5976.471191
	Iteration 44Q: 3 clusters Score -2.199178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 170024 members 
Entering Unmasked Estep 
Score: -21991782.000000 Penalty: 5976.471191
	Iteration 45Q: 3 clusters Score -2.199178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -21991796.000000 Penalty: 5976.471191
	Iteration 46Q: 3 clusters Score -2.19918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -21991780.000000 Penalty: 5976.471191
	Iteration 47Q: 3 clusters Score -2.199178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -21991768.000000 Penalty: 5976.471191
	Iteration 48Q: 3 clusters Score -2.199177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -21991782.000000 Penalty: 5976.471191
	Iteration 49Q: 3 clusters Score -2.199178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -21991776.000000 Penalty: 5976.471191
	Iteration 50Q: 3 clusters Score -2.199178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -21991780.000000 Penalty: 5976.471191
	Iteration 51Q: 3 clusters Score -2.199178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -21991784.000000 Penalty: 5976.471191
	Iteration 52Q: 3 clusters Score -2.199178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -21991792.000000 Penalty: 5976.471191
	Iteration 53Q: 3 clusters Score -2.199179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 170064 members 
Entering Unmasked Estep 
Score: -21991798.000000 Penalty: 5976.471191
	Iteration 54Q: 3 clusters Score -2.19918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -21991784.000000 Penalty: 5976.471191
	Iteration 55Q: 3 clusters Score -2.199178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -21991792.000000 Penalty: 5976.471191
	Iteration 56Q: 3 clusters Score -2.199179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 170070 members 
Entering Unmasked Estep 
Score: -21991792.000000 Penalty: 5976.471191
	Iteration 57Q: 3 clusters Score -2.199179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 170070 members 
Entering Unmasked Estep 
Score: -21991792.000000 Penalty: 5976.471191
	Iteration 58F: 3 clusters Score -2.199179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -89016.187500 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -89016.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87280.437500 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -87280.44 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87495.398438 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -87495.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87565.960938 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -87565.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87602.093750 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -87602.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87620.375000 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -87620.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87633.546875 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -87633.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87641.304688 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -87641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87647.562500 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -87647.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87650.968750 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -87650.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87652.718750 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -87652.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87652.718750 Penalty: 3280.238525
	Iteration 10F: 3 clusters Score -87652.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Entering Unmasked Estep 
Score: -6025155.500000 Penalty: 2663.374756
	Iteration 0F: 2 clusters Score -6025156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5993937.500000 Penalty: 5326.749512
	Iteration 0F: 3 clusters Score -5993938 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6005538.000000 Penalty: 5326.749512
	Iteration 1F: 3 clusters Score -6005538 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -6005978.500000 Penalty: 5326.749512
	Iteration 2Q: 3 clusters Score -6005978 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6006398.000000 Penalty: 5326.749512
	Iteration 3Q: 3 clusters Score -6006398 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -6006897.500000 Penalty: 5326.749512
	Iteration 4Q: 3 clusters Score -6006898 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -6007374.000000 Penalty: 5326.749512
	Iteration 5Q: 3 clusters Score -6007374 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -6007993.000000 Penalty: 5326.749512
	Iteration 6Q: 3 clusters Score -6007993 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6008724.500000 Penalty: 5326.749512
	Iteration 7Q: 3 clusters Score -6008724 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -6009691.000000 Penalty: 5326.749512
	Iteration 8Q: 3 clusters Score -6009691 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6011013.500000 Penalty: 5326.749512
	Iteration 9F: 3 clusters Score -6011014 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6012761.500000 Penalty: 5326.749512
	Iteration 10F: 3 clusters Score -6012762 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -6014821.000000 Penalty: 5326.749512
	Iteration 11F: 3 clusters Score -6014821 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -6016684.500000 Penalty: 5326.749512
	Iteration 12F: 3 clusters Score -6016684 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -6017677.500000 Penalty: 5326.749512
	Iteration 13Q: 3 clusters Score -6017678 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -6018114.500000 Penalty: 5326.749512
	Iteration 14Q: 3 clusters Score -6018114 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -6018310.500000 Penalty: 5326.749512
	Iteration 15Q: 3 clusters Score -6018310 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -6018468.500000 Penalty: 5326.749512
	Iteration 16Q: 3 clusters Score -6018468 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6018605.000000 Penalty: 5326.749512
	Iteration 17Q: 3 clusters Score -6018605 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6018723.500000 Penalty: 5326.749512
	Iteration 18Q: 3 clusters Score -6018724 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6018839.500000 Penalty: 5326.749512
	Iteration 19Q: 3 clusters Score -6018840 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6018995.000000 Penalty: 5326.749512
	Iteration 20F: 3 clusters Score -6018995 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -6019159.500000 Penalty: 5326.749512
	Iteration 21Q: 3 clusters Score -6019160 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -6019283.500000 Penalty: 5326.749512
	Iteration 22Q: 3 clusters Score -6019284 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6019405.000000 Penalty: 5326.749512
	Iteration 23Q: 3 clusters Score -6019405 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -6019534.500000 Penalty: 5326.749512
	Iteration 24Q: 3 clusters Score -6019534 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6019661.000000 Penalty: 5326.749512
	Iteration 25Q: 3 clusters Score -6019661 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -6019805.000000 Penalty: 5326.749512
	Iteration 26Q: 3 clusters Score -6019805 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -6019961.000000 Penalty: 5326.749512
	Iteration 27Q: 3 clusters Score -6019961 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -6020095.500000 Penalty: 5326.749512
	Iteration 28Q: 3 clusters Score -6020096 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6020271.500000 Penalty: 5326.749512
	Iteration 29Q: 3 clusters Score -6020272 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -6020419.000000 Penalty: 5326.749512
	Iteration 30Q: 3 clusters Score -6020419 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -6020525.000000 Penalty: 5326.749512
	Iteration 31Q: 3 clusters Score -6020525 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6020686.000000 Penalty: 5326.749512
	Iteration 32Q: 3 clusters Score -6020686 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -6020816.500000 Penalty: 5326.749512
	Iteration 33Q: 3 clusters Score -6020816 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6020956.500000 Penalty: 5326.749512
	Iteration 34Q: 3 clusters Score -6020956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -6021090.500000 Penalty: 5326.749512
	Iteration 35Q: 3 clusters Score -6021090 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -6021186.000000 Penalty: 5326.749512
	Iteration 36Q: 3 clusters Score -6021186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -6021308.500000 Penalty: 5326.749512
	Iteration 37Q: 3 clusters Score -6021308 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -6021412.500000 Penalty: 5326.749512
	Iteration 38Q: 3 clusters Score -6021412 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -6021538.000000 Penalty: 5326.749512
	Iteration 39Q: 3 clusters Score -6021538 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6021647.000000 Penalty: 5326.749512
	Iteration 40F: 3 clusters Score -6021647 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6021764.500000 Penalty: 5326.749512
	Iteration 41Q: 3 clusters Score -6021764 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6021878.500000 Penalty: 5326.749512
	Iteration 42Q: 3 clusters Score -6021878 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -6021984.000000 Penalty: 5326.749512
	Iteration 43Q: 3 clusters Score -6021984 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6022103.000000 Penalty: 5326.749512
	Iteration 44Q: 3 clusters Score -6022103 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -6022183.500000 Penalty: 5326.749512
	Iteration 45Q: 3 clusters Score -6022184 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6022258.000000 Penalty: 5326.749512
	Iteration 46Q: 3 clusters Score -6022258 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6022313.500000 Penalty: 5326.749512
	Iteration 47Q: 3 clusters Score -6022314 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6022361.000000 Penalty: 5326.749512
	Iteration 48Q: 3 clusters Score -6022361 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6022425.500000 Penalty: 5326.749512
	Iteration 49Q: 3 clusters Score -6022426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6022485.000000 Penalty: 5326.749512
	Iteration 50Q: 3 clusters Score -6022485 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6022567.000000 Penalty: 5326.749512
	Iteration 51Q: 3 clusters Score -6022567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6022631.000000 Penalty: 5326.749512
	Iteration 52Q: 3 clusters Score -6022631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6022685.500000 Penalty: 5326.749512
	Iteration 53Q: 3 clusters Score -6022686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6022730.000000 Penalty: 5326.749512
	Iteration 54Q: 3 clusters Score -6022730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6022775.000000 Penalty: 5326.749512
	Iteration 55Q: 3 clusters Score -6022775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6022811.000000 Penalty: 5326.749512
	Iteration 56Q: 3 clusters Score -6022811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6022834.000000 Penalty: 5326.749512
	Iteration 57Q: 3 clusters Score -6022834 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6022848.500000 Penalty: 5326.749512
	Iteration 58Q: 3 clusters Score -6022848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6022880.500000 Penalty: 5326.749512
	Iteration 59Q: 3 clusters Score -6022880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6022908.000000 Penalty: 5326.749512
	Iteration 60F: 3 clusters Score -6022908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6022923.000000 Penalty: 5326.749512
	Iteration 61Q: 3 clusters Score -6022923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6022962.500000 Penalty: 5326.749512
	Iteration 62Q: 3 clusters Score -6022962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6022980.000000 Penalty: 5326.749512
	Iteration 63Q: 3 clusters Score -6022980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6022994.500000 Penalty: 5326.749512
	Iteration 64Q: 3 clusters Score -6022994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6023016.500000 Penalty: 5326.749512
	Iteration 65Q: 3 clusters Score -6023016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6023046.500000 Penalty: 5326.749512
	Iteration 66Q: 3 clusters Score -6023046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6023054.500000 Penalty: 5326.749512
	Iteration 67Q: 3 clusters Score -6023054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6023084.500000 Penalty: 5326.749512
	Iteration 68Q: 3 clusters Score -6023084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6023112.500000 Penalty: 5326.749512
	Iteration 69Q: 3 clusters Score -6023112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6023111.000000 Penalty: 5326.749512
	Iteration 70Q: 3 clusters Score -6023111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6023107.500000 Penalty: 5326.749512
	Iteration 71Q: 3 clusters Score -6023108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6023124.500000 Penalty: 5326.749512
	Iteration 72Q: 3 clusters Score -6023124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6023125.000000 Penalty: 5326.749512
	Iteration 73Q: 3 clusters Score -6023125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6023120.500000 Penalty: 5326.749512
	Iteration 74Q: 3 clusters Score -6023120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6023131.500000 Penalty: 5326.749512
	Iteration 75Q: 3 clusters Score -6023132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6023132.000000 Penalty: 5326.749512
	Iteration 76Q: 3 clusters Score -6023132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6023139.500000 Penalty: 5326.749512
	Iteration 77Q: 3 clusters Score -6023140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6023141.500000 Penalty: 5326.749512
	Iteration 78Q: 3 clusters Score -6023142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6023140.000000 Penalty: 5326.749512
	Iteration 79Q: 3 clusters Score -6023140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6023145.000000 Penalty: 5326.749512
	Iteration 80F: 3 clusters Score -6023145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6023151.000000 Penalty: 5326.749512
	Iteration 81Q: 3 clusters Score -6023151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6023155.500000 Penalty: 5326.749512
	Iteration 82Q: 3 clusters Score -6023156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6023160.000000 Penalty: 5326.749512
	Iteration 83Q: 3 clusters Score -6023160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6023153.000000 Penalty: 5326.749512
	Iteration 84Q: 3 clusters Score -6023153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6023151.500000 Penalty: 5326.749512
	Iteration 85Q: 3 clusters Score -6023152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6023153.000000 Penalty: 5326.749512
	Iteration 86Q: 3 clusters Score -6023153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6023151.500000 Penalty: 5326.749512
	Iteration 87Q: 3 clusters Score -6023152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6023154.500000 Penalty: 5326.749512
	Iteration 88Q: 3 clusters Score -6023154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6023159.500000 Penalty: 5326.749512
	Iteration 89Q: 3 clusters Score -6023160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6023156.500000 Penalty: 5326.749512
	Iteration 90Q: 3 clusters Score -6023156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6023153.500000 Penalty: 5326.749512
	Iteration 91Q: 3 clusters Score -6023154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6023169.000000 Penalty: 5326.749512
	Iteration 92Q: 3 clusters Score -6023169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6023179.000000 Penalty: 5326.749512
	Iteration 93Q: 3 clusters Score -6023179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6023179.000000 Penalty: 5326.749512
	Iteration 94Q: 3 clusters Score -6023179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6023181.500000 Penalty: 5326.749512
	Iteration 95Q: 3 clusters Score -6023182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6023194.000000 Penalty: 5326.749512
	Iteration 96Q: 3 clusters Score -6023194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6023194.500000 Penalty: 5326.749512
	Iteration 97Q: 3 clusters Score -6023194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6023198.000000 Penalty: 5326.749512
	Iteration 98Q: 3 clusters Score -6023198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6023197.000000 Penalty: 5326.749512
	Iteration 99Q: 3 clusters Score -6023197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6023203.500000 Penalty: 5326.749512
	Iteration 100F: 3 clusters Score -6023204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6023211.500000 Penalty: 5326.749512
	Iteration 101Q: 3 clusters Score -6023212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6023203.000000 Penalty: 5326.749512
	Iteration 102Q: 3 clusters Score -6023203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6023210.000000 Penalty: 5326.749512
	Iteration 103Q: 3 clusters Score -6023210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6023215.000000 Penalty: 5326.749512
	Iteration 104Q: 3 clusters Score -6023215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6023214.000000 Penalty: 5326.749512
	Iteration 105Q: 3 clusters Score -6023214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6023216.500000 Penalty: 5326.749512
	Iteration 106Q: 3 clusters Score -6023216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6023211.500000 Penalty: 5326.749512
	Iteration 107Q: 3 clusters Score -6023212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6023212.500000 Penalty: 5326.749512
	Iteration 108Q: 3 clusters Score -6023212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6023212.500000 Penalty: 5326.749512
	Iteration 109F: 3 clusters Score -6023212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85006.484375 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85006.48 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85327.664062 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85327.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85508.242188 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85508.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85729.968750 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85729.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86146.851562 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -86146.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86516.148438 Penalty: 3308.700195
	Iteration 5F: 3 clusters Score -86516.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86747.562500 Penalty: 3308.700195
	Iteration 6F: 3 clusters Score -86747.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86994.789062 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -86994.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87289.132812 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -87289.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87499.351562 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87499.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87528.523438 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87528.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87528.523438 Penalty: 3308.700195
	Iteration 11F: 3 clusters Score -87528.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 203479 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 179307 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140654 members 
Mstep: Class 8 contains 204547 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 35203 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170986 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46139 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166405184.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166406592.000000 to -166405184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -942906.312500 Penalty: 2205.878174
	Iteration 0F: 2 clusters Score -942906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -936991.000000 Penalty: 4411.756348
	Iteration 0F: 3 clusters Score -936991 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -938539.375000 Penalty: 4411.756348
	Iteration 1F: 3 clusters Score -938539.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -938772.500000 Penalty: 4411.756348
	Iteration 2F: 3 clusters Score -938772.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -938941.062500 Penalty: 4411.756348
	Iteration 3Q: 3 clusters Score -938941.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -939107.937500 Penalty: 4411.756348
	Iteration 4Q: 3 clusters Score -939107.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -939245.187500 Penalty: 4411.756348
	Iteration 5Q: 3 clusters Score -939245.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -939364.125000 Penalty: 4411.756348
	Iteration 6Q: 3 clusters Score -939364.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -939469.125000 Penalty: 4411.756348
	Iteration 7Q: 3 clusters Score -939469.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -939565.875000 Penalty: 4411.756348
	Iteration 8Q: 3 clusters Score -939565.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -939644.875000 Penalty: 4411.756348
	Iteration 9Q: 3 clusters Score -939644.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -939720.750000 Penalty: 4411.756348
	Iteration 10Q: 3 clusters Score -939720.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -939812.125000 Penalty: 4411.756348
	Iteration 11Q: 3 clusters Score -939812.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -939895.062500 Penalty: 4411.756348
	Iteration 12Q: 3 clusters Score -939895.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -939982.500000 Penalty: 4411.756348
	Iteration 13Q: 3 clusters Score -939982.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -940086.062500 Penalty: 4411.756348
	Iteration 14Q: 3 clusters Score -940086.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -940191.187500 Penalty: 4411.756348
	Iteration 15Q: 3 clusters Score -940191.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -940298.062500 Penalty: 4411.756348
	Iteration 16Q: 3 clusters Score -940298.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -940393.562500 Penalty: 4411.756348
	Iteration 17Q: 3 clusters Score -940393.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -940475.187500 Penalty: 4411.756348
	Iteration 18Q: 3 clusters Score -940475.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -940542.812500 Penalty: 4411.756348
	Iteration 19Q: 3 clusters Score -940542.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -940610.375000 Penalty: 4411.756348
	Iteration 20F: 3 clusters Score -940610.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -940688.250000 Penalty: 4411.756348
	Iteration 21Q: 3 clusters Score -940688.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -940754.062500 Penalty: 4411.756348
	Iteration 22Q: 3 clusters Score -940754.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -940802.812500 Penalty: 4411.756348
	Iteration 23Q: 3 clusters Score -940802.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -940849.625000 Penalty: 4411.756348
	Iteration 24Q: 3 clusters Score -940849.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -940910.437500 Penalty: 4411.756348
	Iteration 25Q: 3 clusters Score -940910.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -940973.250000 Penalty: 4411.756348
	Iteration 26Q: 3 clusters Score -940973.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -941034.187500 Penalty: 4411.756348
	Iteration 27Q: 3 clusters Score -941034.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -941089.375000 Penalty: 4411.756348
	Iteration 28Q: 3 clusters Score -941089.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -941144.562500 Penalty: 4411.756348
	Iteration 29Q: 3 clusters Score -941144.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -941192.125000 Penalty: 4411.756348
	Iteration 30Q: 3 clusters Score -941192.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -941228.062500 Penalty: 4411.756348
	Iteration 31Q: 3 clusters Score -941228.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -941261.875000 Penalty: 4411.756348
	Iteration 32Q: 3 clusters Score -941261.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -941284.312500 Penalty: 4411.756348
	Iteration 33Q: 3 clusters Score -941284.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -941299.250000 Penalty: 4411.756348
	Iteration 34Q: 3 clusters Score -941299.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -941309.562500 Penalty: 4411.756348
	Iteration 35Q: 3 clusters Score -941309.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -941319.500000 Penalty: 4411.756348
	Iteration 36Q: 3 clusters Score -941319.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -941326.750000 Penalty: 4411.756348
	Iteration 37Q: 3 clusters Score -941326.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -941330.750000 Penalty: 4411.756348
	Iteration 38Q: 3 clusters Score -941330.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -941337.062500 Penalty: 4411.756348
	Iteration 39Q: 3 clusters Score -941337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -941340.812500 Penalty: 4411.756348
	Iteration 40F: 3 clusters Score -941340.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -941341.500000 Penalty: 4411.756348
	Iteration 41Q: 3 clusters Score -941341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -941344.937500 Penalty: 4411.756348
	Iteration 42Q: 3 clusters Score -941344.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -941347.687500 Penalty: 4411.756348
	Iteration 43Q: 3 clusters Score -941347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -941349.937500 Penalty: 4411.756348
	Iteration 44Q: 3 clusters Score -941349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -941349.250000 Penalty: 4411.756348
	Iteration 45Q: 3 clusters Score -941349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -941352.125000 Penalty: 4411.756348
	Iteration 46Q: 3 clusters Score -941352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -941352.062500 Penalty: 4411.756348
	Iteration 47Q: 3 clusters Score -941352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -941351.625000 Penalty: 4411.756348
	Iteration 48Q: 3 clusters Score -941351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -941352.812500 Penalty: 4411.756348
	Iteration 49Q: 3 clusters Score -941352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -941353.812500 Penalty: 4411.756348
	Iteration 50Q: 3 clusters Score -941353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -941354.312500 Penalty: 4411.756348
	Iteration 51Q: 3 clusters Score -941354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -941353.500000 Penalty: 4411.756348
	Iteration 52Q: 3 clusters Score -941353.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -941356.000000 Penalty: 4411.756348
	Iteration 53Q: 3 clusters Score -941356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -941358.812500 Penalty: 4411.756348
	Iteration 54Q: 3 clusters Score -941358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -941357.562500 Penalty: 4411.756348
	Iteration 55Q: 3 clusters Score -941357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -941357.875000 Penalty: 4411.756348
	Iteration 56Q: 3 clusters Score -941357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -941357.687500 Penalty: 4411.756348
	Iteration 57Q: 3 clusters Score -941357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -941358.937500 Penalty: 4411.756348
	Iteration 58Q: 3 clusters Score -941358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -941360.500000 Penalty: 4411.756348
	Iteration 59Q: 3 clusters Score -941360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -941358.500000 Penalty: 4411.756348
	Iteration 60F: 3 clusters Score -941358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -941359.062500 Penalty: 4411.756348
	Iteration 61Q: 3 clusters Score -941359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -941360.312500 Penalty: 4411.756348
	Iteration 62Q: 3 clusters Score -941360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -941362.062500 Penalty: 4411.756348
	Iteration 63Q: 3 clusters Score -941362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -941364.250000 Penalty: 4411.756348
	Iteration 64Q: 3 clusters Score -941364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -941364.250000 Penalty: 4411.756348
	Iteration 65F: 3 clusters Score -941364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -880510.187500 Penalty: 2190.445557
	Iteration 0F: 2 clusters Score -880510.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -874720.062500 Penalty: 4380.891113
	Iteration 0F: 3 clusters Score -874720.1 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -876239.437500 Penalty: 4380.891113
	Iteration 1F: 3 clusters Score -876239.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -876563.375000 Penalty: 4380.891113
	Iteration 2F: 3 clusters Score -876563.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -876873.687500 Penalty: 4380.891113
	Iteration 3F: 3 clusters Score -876873.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -877164.625000 Penalty: 4380.891113
	Iteration 4F: 3 clusters Score -877164.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -877446.312500 Penalty: 4380.891113
	Iteration 5F: 3 clusters Score -877446.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -877704.875000 Penalty: 4380.891113
	Iteration 6F: 3 clusters Score -877704.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -877945.937500 Penalty: 4380.891113
	Iteration 7Q: 3 clusters Score -877945.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -878168.562500 Penalty: 4380.891113
	Iteration 8Q: 3 clusters Score -878168.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -878343.875000 Penalty: 4380.891113
	Iteration 9Q: 3 clusters Score -878343.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -878503.312500 Penalty: 4380.891113
	Iteration 10Q: 3 clusters Score -878503.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -878624.375000 Penalty: 4380.891113
	Iteration 11Q: 3 clusters Score -878624.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -878723.687500 Penalty: 4380.891113
	Iteration 12Q: 3 clusters Score -878723.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -878781.437500 Penalty: 4380.891113
	Iteration 13Q: 3 clusters Score -878781.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -878843.687500 Penalty: 4380.891113
	Iteration 14Q: 3 clusters Score -878843.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -878897.187500 Penalty: 4380.891113
	Iteration 15Q: 3 clusters Score -878897.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -878928.000000 Penalty: 4380.891113
	Iteration 16Q: 3 clusters Score -878928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -878951.625000 Penalty: 4380.891113
	Iteration 17Q: 3 clusters Score -878951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -878966.687500 Penalty: 4380.891113
	Iteration 18Q: 3 clusters Score -878966.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -878982.375000 Penalty: 4380.891113
	Iteration 19Q: 3 clusters Score -878982.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -878992.750000 Penalty: 4380.891113
	Iteration 20F: 3 clusters Score -878992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -878999.125000 Penalty: 4380.891113
	Iteration 21Q: 3 clusters Score -878999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -879002.562500 Penalty: 4380.891113
	Iteration 22Q: 3 clusters Score -879002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -879006.937500 Penalty: 4380.891113
	Iteration 23Q: 3 clusters Score -879006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -879008.187500 Penalty: 4380.891113
	Iteration 24Q: 3 clusters Score -879008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -879009.500000 Penalty: 4380.891113
	Iteration 25Q: 3 clusters Score -879009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -879011.312500 Penalty: 4380.891113
	Iteration 26Q: 3 clusters Score -879011.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -879015.750000 Penalty: 4380.891113
	Iteration 27Q: 3 clusters Score -879015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -879016.437500 Penalty: 4380.891113
	Iteration 28Q: 3 clusters Score -879016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -879017.687500 Penalty: 4380.891113
	Iteration 29Q: 3 clusters Score -879017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -879021.000000 Penalty: 4380.891113
	Iteration 30Q: 3 clusters Score -879021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -879022.312500 Penalty: 4380.891113
	Iteration 31Q: 3 clusters Score -879022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -879022.750000 Penalty: 4380.891113
	Iteration 32Q: 3 clusters Score -879022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -879022.750000 Penalty: 4380.891113
	Iteration 33F: 3 clusters Score -879022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -230371.171875 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -230371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -227816.421875 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -227816.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -228402.453125 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -228402.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -228764.937500 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -228764.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -229105.125000 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -229105.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229325.828125 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -229325.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229512.421875 Penalty: 3753.146729
	Iteration 5F: 3 clusters Score -229512.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229676.140625 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -229676.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -229776.156250 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -229776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229825.703125 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -229825.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -229858.140625 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -229858.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -229883.937500 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -229883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229913.203125 Penalty: 3753.146729
	Iteration 11Q: 3 clusters Score -229913.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -229941.187500 Penalty: 3753.146729
	Iteration 12Q: 3 clusters Score -229941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -229976.078125 Penalty: 3753.146729
	Iteration 13Q: 3 clusters Score -229976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230013.625000 Penalty: 3753.146729
	Iteration 14Q: 3 clusters Score -230013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230024.109375 Penalty: 3753.146729
	Iteration 15Q: 3 clusters Score -230024.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230034.109375 Penalty: 3753.146729
	Iteration 16Q: 3 clusters Score -230034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -230041.937500 Penalty: 3753.146729
	Iteration 17Q: 3 clusters Score -230041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230043.250000 Penalty: 3753.146729
	Iteration 18Q: 3 clusters Score -230043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230043.250000 Penalty: 3753.146729
	Iteration 19F: 3 clusters Score -230043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Entering Unmasked Estep 
Score: -2557903.500000 Penalty: 2455.419434
	Iteration 0F: 2 clusters Score -2557904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2543981.500000 Penalty: 4910.838867
	Iteration 0F: 3 clusters Score -2543982 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2548650.500000 Penalty: 4910.838867
	Iteration 1F: 3 clusters Score -2548650 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2548973.250000 Penalty: 4910.838867
	Iteration 2Q: 3 clusters Score -2548973 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2549197.000000 Penalty: 4910.838867
	Iteration 3Q: 3 clusters Score -2549197 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2549376.750000 Penalty: 4910.838867
	Iteration 4Q: 3 clusters Score -2549377 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2549574.250000 Penalty: 4910.838867
	Iteration 5Q: 3 clusters Score -2549574 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2549834.000000 Penalty: 4910.838867
	Iteration 6Q: 3 clusters Score -2549834 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2550185.000000 Penalty: 4910.838867
	Iteration 7Q: 3 clusters Score -2550185 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2550730.500000 Penalty: 4910.838867
	Iteration 8Q: 3 clusters Score -2550730 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2551477.750000 Penalty: 4910.838867
	Iteration 9F: 3 clusters Score -2551478 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2552430.500000 Penalty: 4910.838867
	Iteration 10F: 3 clusters Score -2552430 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2553455.750000 Penalty: 4910.838867
	Iteration 11F: 3 clusters Score -2553456 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2554365.750000 Penalty: 4910.838867
	Iteration 12Q: 3 clusters Score -2554366 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2554987.250000 Penalty: 4910.838867
	Iteration 13Q: 3 clusters Score -2554987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2555327.500000 Penalty: 4910.838867
	Iteration 14Q: 3 clusters Score -2555328 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2555481.500000 Penalty: 4910.838867
	Iteration 15Q: 3 clusters Score -2555482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2555570.250000 Penalty: 4910.838867
	Iteration 16Q: 3 clusters Score -2555570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2555637.500000 Penalty: 4910.838867
	Iteration 17Q: 3 clusters Score -2555638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2555671.500000 Penalty: 4910.838867
	Iteration 18Q: 3 clusters Score -2555672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2555697.500000 Penalty: 4910.838867
	Iteration 19Q: 3 clusters Score -2555698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2555720.500000 Penalty: 4910.838867
	Iteration 20F: 3 clusters Score -2555720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2555729.500000 Penalty: 4910.838867
	Iteration 21Q: 3 clusters Score -2555730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2555741.750000 Penalty: 4910.838867
	Iteration 22Q: 3 clusters Score -2555742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2555743.750000 Penalty: 4910.838867
	Iteration 23Q: 3 clusters Score -2555744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2555746.250000 Penalty: 4910.838867
	Iteration 24Q: 3 clusters Score -2555746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2555746.250000 Penalty: 4910.838867
	Iteration 25Q: 3 clusters Score -2555746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2555749.750000 Penalty: 4910.838867
	Iteration 26Q: 3 clusters Score -2555750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2555749.750000 Penalty: 4910.838867
	Iteration 27F: 3 clusters Score -2555750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -549766.000000 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -549766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -545672.750000 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -545672.8 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -546662.437500 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -546662.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -546885.187500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -546885.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -547031.250000 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -547031.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -547143.625000 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -547143.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -547223.062500 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -547223.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -547278.250000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -547278.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -547321.500000 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -547321.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -547350.875000 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -547350.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -547379.312500 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -547379.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -547396.812500 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -547396.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -547411.500000 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -547411.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -547427.750000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -547427.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -547445.375000 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -547445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -547461.875000 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -547461.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -547473.812500 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -547473.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -547480.875000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -547480.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -547488.937500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -547488.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -547498.062500 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -547498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -547501.812500 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -547501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -547507.375000 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -547507.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -547515.187500 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -547515.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -547521.500000 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -547521.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547527.250000 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -547527.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -547533.875000 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -547533.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -547539.625000 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -547539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -547545.812500 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -547545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -547551.437500 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -547551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -547558.500000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -547558.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -547565.187500 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -547565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -547571.437500 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -547571.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -547579.812500 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -547579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -547586.000000 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -547586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -547591.250000 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -547591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -547600.062500 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -547600.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -547605.187500 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -547605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -547610.687500 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -547610.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -547617.000000 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -547617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -547623.812500 Penalty: 4158.296387
	Iteration 38Q: 3 clusters Score -547623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -547627.625000 Penalty: 4158.296387
	Iteration 39Q: 3 clusters Score -547627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -547629.375000 Penalty: 4158.296387
	Iteration 40F: 3 clusters Score -547629.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -547634.562500 Penalty: 4158.296387
	Iteration 41Q: 3 clusters Score -547634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -547636.312500 Penalty: 4158.296387
	Iteration 42Q: 3 clusters Score -547636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -547638.687500 Penalty: 4158.296387
	Iteration 43Q: 3 clusters Score -547638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -547643.000000 Penalty: 4158.296387
	Iteration 44Q: 3 clusters Score -547643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -547647.062500 Penalty: 4158.296387
	Iteration 45Q: 3 clusters Score -547647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -547649.312500 Penalty: 4158.296387
	Iteration 46Q: 3 clusters Score -547649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -547653.562500 Penalty: 4158.296387
	Iteration 47Q: 3 clusters Score -547653.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -547661.000000 Penalty: 4158.296387
	Iteration 48Q: 3 clusters Score -547661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -547662.500000 Penalty: 4158.296387
	Iteration 49Q: 3 clusters Score -547662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -547668.687500 Penalty: 4158.296387
	Iteration 50Q: 3 clusters Score -547668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -547674.750000 Penalty: 4158.296387
	Iteration 51Q: 3 clusters Score -547674.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -547680.125000 Penalty: 4158.296387
	Iteration 52Q: 3 clusters Score -547680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -547686.687500 Penalty: 4158.296387
	Iteration 53Q: 3 clusters Score -547686.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -547693.125000 Penalty: 4158.296387
	Iteration 54Q: 3 clusters Score -547693.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -547701.125000 Penalty: 4158.296387
	Iteration 55Q: 3 clusters Score -547701.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547709.937500 Penalty: 4158.296387
	Iteration 56Q: 3 clusters Score -547709.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547716.937500 Penalty: 4158.296387
	Iteration 57Q: 3 clusters Score -547716.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -547724.312500 Penalty: 4158.296387
	Iteration 58Q: 3 clusters Score -547724.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -547728.000000 Penalty: 4158.296387
	Iteration 59Q: 3 clusters Score -547728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -547729.437500 Penalty: 4158.296387
	Iteration 60F: 3 clusters Score -547729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -547731.625000 Penalty: 4158.296387
	Iteration 61Q: 3 clusters Score -547731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -547731.750000 Penalty: 4158.296387
	Iteration 62Q: 3 clusters Score -547731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -547737.312500 Penalty: 4158.296387
	Iteration 63Q: 3 clusters Score -547737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -547740.250000 Penalty: 4158.296387
	Iteration 64Q: 3 clusters Score -547740.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -547745.625000 Penalty: 4158.296387
	Iteration 65Q: 3 clusters Score -547745.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -547750.750000 Penalty: 4158.296387
	Iteration 66Q: 3 clusters Score -547750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -547756.312500 Penalty: 4158.296387
	Iteration 67Q: 3 clusters Score -547756.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -547760.562500 Penalty: 4158.296387
	Iteration 68Q: 3 clusters Score -547760.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547766.500000 Penalty: 4158.296387
	Iteration 69Q: 3 clusters Score -547766.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -547769.375000 Penalty: 4158.296387
	Iteration 70Q: 3 clusters Score -547769.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -547777.812500 Penalty: 4158.296387
	Iteration 71Q: 3 clusters Score -547777.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -547786.812500 Penalty: 4158.296387
	Iteration 72Q: 3 clusters Score -547786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -547794.312500 Penalty: 4158.296387
	Iteration 73Q: 3 clusters Score -547794.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -547806.437500 Penalty: 4158.296387
	Iteration 74Q: 3 clusters Score -547806.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -547811.500000 Penalty: 4158.296387
	Iteration 75Q: 3 clusters Score -547811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -547817.687500 Penalty: 4158.296387
	Iteration 76Q: 3 clusters Score -547817.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -547824.750000 Penalty: 4158.296387
	Iteration 77Q: 3 clusters Score -547824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -547831.625000 Penalty: 4158.296387
	Iteration 78Q: 3 clusters Score -547831.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -547840.937500 Penalty: 4158.296387
	Iteration 79Q: 3 clusters Score -547840.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -547848.250000 Penalty: 4158.296387
	Iteration 80F: 3 clusters Score -547848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -547858.750000 Penalty: 4158.296387
	Iteration 81Q: 3 clusters Score -547858.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -547870.062500 Penalty: 4158.296387
	Iteration 82Q: 3 clusters Score -547870.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -547884.750000 Penalty: 4158.296387
	Iteration 83Q: 3 clusters Score -547884.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -547903.750000 Penalty: 4158.296387
	Iteration 84Q: 3 clusters Score -547903.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -547921.125000 Penalty: 4158.296387
	Iteration 85Q: 3 clusters Score -547921.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -547948.375000 Penalty: 4158.296387
	Iteration 86Q: 3 clusters Score -547948.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -547972.250000 Penalty: 4158.296387
	Iteration 87Q: 3 clusters Score -547972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -547998.250000 Penalty: 4158.296387
	Iteration 88Q: 3 clusters Score -547998.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -548016.250000 Penalty: 4158.296387
	Iteration 89Q: 3 clusters Score -548016.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -548031.187500 Penalty: 4158.296387
	Iteration 90Q: 3 clusters Score -548031.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -548043.687500 Penalty: 4158.296387
	Iteration 91Q: 3 clusters Score -548043.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -548055.687500 Penalty: 4158.296387
	Iteration 92Q: 3 clusters Score -548055.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -548066.687500 Penalty: 4158.296387
	Iteration 93Q: 3 clusters Score -548066.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -548078.250000 Penalty: 4158.296387
	Iteration 94Q: 3 clusters Score -548078.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -548090.500000 Penalty: 4158.296387
	Iteration 95Q: 3 clusters Score -548090.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -548108.812500 Penalty: 4158.296387
	Iteration 96Q: 3 clusters Score -548108.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -548124.500000 Penalty: 4158.296387
	Iteration 97Q: 3 clusters Score -548124.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -548137.375000 Penalty: 4158.296387
	Iteration 98Q: 3 clusters Score -548137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -548146.125000 Penalty: 4158.296387
	Iteration 99Q: 3 clusters Score -548146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -548151.375000 Penalty: 4158.296387
	Iteration 100F: 3 clusters Score -548151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -548161.125000 Penalty: 4158.296387
	Iteration 101Q: 3 clusters Score -548161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -548165.500000 Penalty: 4158.296387
	Iteration 102Q: 3 clusters Score -548165.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -548171.250000 Penalty: 4158.296387
	Iteration 103Q: 3 clusters Score -548171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -548179.125000 Penalty: 4158.296387
	Iteration 104Q: 3 clusters Score -548179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -548186.562500 Penalty: 4158.296387
	Iteration 105Q: 3 clusters Score -548186.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -548195.125000 Penalty: 4158.296387
	Iteration 106Q: 3 clusters Score -548195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -548201.750000 Penalty: 4158.296387
	Iteration 107Q: 3 clusters Score -548201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -548206.562500 Penalty: 4158.296387
	Iteration 108Q: 3 clusters Score -548206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -548210.250000 Penalty: 4158.296387
	Iteration 109Q: 3 clusters Score -548210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -548212.812500 Penalty: 4158.296387
	Iteration 110Q: 3 clusters Score -548212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -548214.625000 Penalty: 4158.296387
	Iteration 111Q: 3 clusters Score -548214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -548215.812500 Penalty: 4158.296387
	Iteration 112Q: 3 clusters Score -548215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -548215.750000 Penalty: 4158.296387
	Iteration 113Q: 3 clusters Score -548215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -548217.000000 Penalty: 4158.296387
	Iteration 114Q: 3 clusters Score -548217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -548219.062500 Penalty: 4158.296387
	Iteration 115Q: 3 clusters Score -548219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -548220.437500 Penalty: 4158.296387
	Iteration 116Q: 3 clusters Score -548220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -548220.437500 Penalty: 4158.296387
	Iteration 117F: 3 clusters Score -548220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 203479 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 179307 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140654 members 
Mstep: Class 8 contains 204547 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 35203 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 170986 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46139 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406400.000000 Penalty: 76877.992188
Iteration 239Q: 23 clusters Score -1.664064e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197562 members 
Mstep: Class 2 contains 203462 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 55764 members 
Mstep: Class 5 contains 179348 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140719 members 
Mstep: Class 8 contains 204569 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 35039 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171024 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46112 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7298 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406672.000000 Penalty: 76877.992188
Iteration 240F: 23 clusters Score -1.664067e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197561 members 
Mstep: Class 2 contains 203450 members 
Mstep: Class 3 contains 30471 members 
Mstep: Class 4 contains 55759 members 
Mstep: Class 5 contains 179408 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140792 members 
Mstep: Class 8 contains 204608 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 34879 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171034 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46088 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 6910 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19950 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406672.000000 Penalty: 76877.992188
Iteration 241Q: 23 clusters Score -1.664067e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197562 members 
Mstep: Class 2 contains 203440 members 
Mstep: Class 3 contains 30462 members 
Mstep: Class 4 contains 55753 members 
Mstep: Class 5 contains 179466 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140875 members 
Mstep: Class 8 contains 204636 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 34718 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171063 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 46055 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 6929 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406544.000000 Penalty: 76877.992188
Iteration 242Q: 23 clusters Score -1.664065e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197566 members 
Mstep: Class 2 contains 203424 members 
Mstep: Class 3 contains 30457 members 
Mstep: Class 4 contains 55748 members 
Mstep: Class 5 contains 179570 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 140953 members 
Mstep: Class 8 contains 204616 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 34559 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171090 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406160.000000 Penalty: 76877.992188
Iteration 243Q: 23 clusters Score -1.664062e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 203421 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55731 members 
Mstep: Class 5 contains 179681 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141032 members 
Mstep: Class 8 contains 204631 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 34401 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171104 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45974 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7321 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406112.000000 Penalty: 76877.992188
Iteration 244Q: 23 clusters Score -1.664061e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197572 members 
Mstep: Class 2 contains 203426 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 55719 members 
Mstep: Class 5 contains 179735 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141109 members 
Mstep: Class 8 contains 204606 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 34251 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171130 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45941 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 6990 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 24 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406208.000000 Penalty: 76877.992188
Iteration 245Q: 23 clusters Score -1.664062e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197604 members 
Mstep: Class 2 contains 203431 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55711 members 
Mstep: Class 5 contains 179809 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141183 members 
Mstep: Class 8 contains 204563 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 34103 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171155 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45902 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406000.000000 Penalty: 76877.992188
Iteration 246Q: 23 clusters Score -1.66406e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197663 members 
Mstep: Class 2 contains 203426 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 179871 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141242 members 
Mstep: Class 8 contains 204522 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 33969 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171173 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406032.000000 Penalty: 76877.992188
Iteration 247Q: 23 clusters Score -1.66406e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 203414 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 55698 members 
Mstep: Class 5 contains 179928 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141302 members 
Mstep: Class 8 contains 204471 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 33840 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171200 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45837 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7368 members 
Mstep: Class 19 contains 7032 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 24 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406208.000000 Penalty: 76877.992188
Iteration 248Q: 23 clusters Score -1.664062e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 203406 members 
Mstep: Class 3 contains 30452 members 
Mstep: Class 4 contains 55695 members 
Mstep: Class 5 contains 179976 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141358 members 
Mstep: Class 8 contains 204468 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 33715 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171217 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45802 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7373 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406304.000000 Penalty: 76877.992188
Iteration 249Q: 23 clusters Score -1.664063e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 203410 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55693 members 
Mstep: Class 5 contains 180014 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141422 members 
Mstep: Class 8 contains 204500 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 33593 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171215 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45771 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7377 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406128.000000 Penalty: 76877.992188
Iteration 250Q: 23 clusters Score -1.664061e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 203431 members 
Mstep: Class 3 contains 30450 members 
Mstep: Class 4 contains 55695 members 
Mstep: Class 5 contains 180019 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141484 members 
Mstep: Class 8 contains 204512 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 33479 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171235 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45751 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 22 contains 19940 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406160.000000 Penalty: 76877.992188
Iteration 251Q: 23 clusters Score -1.664062e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 203436 members 
Mstep: Class 3 contains 30451 members 
Mstep: Class 4 contains 55691 members 
Mstep: Class 5 contains 180048 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141530 members 
Mstep: Class 8 contains 204544 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 33361 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171249 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45720 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 19936 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406144.000000 Penalty: 76877.992188
Iteration 252Q: 23 clusters Score -1.664061e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 203438 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 180071 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141593 members 
Mstep: Class 8 contains 204572 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 33254 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171258 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45699 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406128.000000 Penalty: 76877.992188
Iteration 253Q: 23 clusters Score -1.664061e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197803 members 
Mstep: Class 2 contains 203433 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 55683 members 
Mstep: Class 5 contains 180105 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141651 members 
Mstep: Class 8 contains 204614 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 33147 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171263 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 45673 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7391 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19919 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406096.000000 Penalty: 76877.992188
Iteration 254Q: 23 clusters Score -1.664061e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197790 members 
Mstep: Class 2 contains 203425 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 55683 members 
Mstep: Class 5 contains 180132 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141708 members 
Mstep: Class 8 contains 204652 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 33043 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171269 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45657 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7395 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19916 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405952.000000 Penalty: 76877.992188
Iteration 255Q: 23 clusters Score -1.66406e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197764 members 
Mstep: Class 2 contains 203419 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 180164 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141756 members 
Mstep: Class 8 contains 204687 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 32939 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171290 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45638 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405808.000000 Penalty: 76877.992188
Iteration 256Q: 23 clusters Score -1.664058e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197759 members 
Mstep: Class 2 contains 203429 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 55695 members 
Mstep: Class 5 contains 180195 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141826 members 
Mstep: Class 8 contains 204680 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 32847 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171279 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45628 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 7124 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 22 contains 19903 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406032.000000 Penalty: 76877.992188
Iteration 257Q: 23 clusters Score -1.66406e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197734 members 
Mstep: Class 2 contains 203418 members 
Mstep: Class 3 contains 30460 members 
Mstep: Class 4 contains 55700 members 
Mstep: Class 5 contains 180264 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141894 members 
Mstep: Class 8 contains 204693 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 32762 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171246 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45610 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19899 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405872.000000 Penalty: 76877.992188
Iteration 258Q: 23 clusters Score -1.664059e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197710 members 
Mstep: Class 2 contains 203411 members 
Mstep: Class 3 contains 30459 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 180318 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 141957 members 
Mstep: Class 8 contains 204696 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 32695 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171219 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405968.000000 Penalty: 76877.992188
Iteration 259Q: 23 clusters Score -1.66406e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197699 members 
Mstep: Class 2 contains 203420 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 55707 members 
Mstep: Class 5 contains 180353 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142021 members 
Mstep: Class 8 contains 204706 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 32623 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171198 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45577 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405888.000000 Penalty: 76877.992188
Iteration 260F: 23 clusters Score -1.664059e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197695 members 
Mstep: Class 2 contains 203425 members 
Mstep: Class 3 contains 30459 members 
Mstep: Class 4 contains 55707 members 
Mstep: Class 5 contains 180408 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142068 members 
Mstep: Class 8 contains 204717 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 32543 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171179 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45561 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19886 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 261Q: 23 clusters Score -1.664057e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197680 members 
Mstep: Class 2 contains 203411 members 
Mstep: Class 3 contains 30466 members 
Mstep: Class 4 contains 55708 members 
Mstep: Class 5 contains 180445 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142128 members 
Mstep: Class 8 contains 204748 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 32472 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171159 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45539 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19884 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 262Q: 23 clusters Score -1.664057e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197700 members 
Mstep: Class 2 contains 203413 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 180487 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142174 members 
Mstep: Class 8 contains 204738 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 32400 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171138 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45528 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 263Q: 23 clusters Score -1.664057e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197744 members 
Mstep: Class 2 contains 203411 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 55694 members 
Mstep: Class 5 contains 180523 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142211 members 
Mstep: Class 8 contains 204724 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 32329 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171120 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45519 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405808.000000 Penalty: 76877.992188
Iteration 264Q: 23 clusters Score -1.664058e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197763 members 
Mstep: Class 2 contains 203405 members 
Mstep: Class 3 contains 30471 members 
Mstep: Class 4 contains 55700 members 
Mstep: Class 5 contains 180555 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142256 members 
Mstep: Class 8 contains 204739 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 32249 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171093 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45508 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19877 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405824.000000 Penalty: 76877.992188
Iteration 265Q: 23 clusters Score -1.664058e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197784 members 
Mstep: Class 2 contains 203408 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 55707 members 
Mstep: Class 5 contains 180586 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142312 members 
Mstep: Class 8 contains 204718 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 32187 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171061 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45495 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 22 contains 19874 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405792.000000 Penalty: 76877.992188
Iteration 266Q: 23 clusters Score -1.664058e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197796 members 
Mstep: Class 2 contains 203410 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 180599 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142372 members 
Mstep: Class 8 contains 204731 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 32115 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171040 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45483 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405616.000000 Penalty: 76877.992188
Iteration 267Q: 23 clusters Score -1.664056e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197800 members 
Mstep: Class 2 contains 203417 members 
Mstep: Class 3 contains 30469 members 
Mstep: Class 4 contains 55701 members 
Mstep: Class 5 contains 180629 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142423 members 
Mstep: Class 8 contains 204740 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171030 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45468 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7458 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19867 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 268Q: 23 clusters Score -1.664056e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197798 members 
Mstep: Class 2 contains 203416 members 
Mstep: Class 3 contains 30471 members 
Mstep: Class 4 contains 55693 members 
Mstep: Class 5 contains 180660 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142476 members 
Mstep: Class 8 contains 204752 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 31970 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171014 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45459 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19866 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405648.000000 Penalty: 76877.992188
Iteration 269Q: 23 clusters Score -1.664056e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 203420 members 
Mstep: Class 3 contains 30472 members 
Mstep: Class 4 contains 55689 members 
Mstep: Class 5 contains 180674 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142530 members 
Mstep: Class 8 contains 204783 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 31899 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171012 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45446 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7471 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19866 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405568.000000 Penalty: 76877.992188
Iteration 270Q: 23 clusters Score -1.664056e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 203429 members 
Mstep: Class 3 contains 30473 members 
Mstep: Class 4 contains 55689 members 
Mstep: Class 5 contains 180696 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142577 members 
Mstep: Class 8 contains 204809 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 31809 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171021 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45442 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405472.000000 Penalty: 76877.992188
Iteration 271Q: 23 clusters Score -1.664055e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197684 members 
Mstep: Class 2 contains 203446 members 
Mstep: Class 3 contains 30473 members 
Mstep: Class 4 contains 55694 members 
Mstep: Class 5 contains 180728 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142631 members 
Mstep: Class 8 contains 204827 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 31717 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171034 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45423 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 272Q: 23 clusters Score -1.664054e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197676 members 
Mstep: Class 2 contains 203452 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 55694 members 
Mstep: Class 5 contains 180752 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142691 members 
Mstep: Class 8 contains 204829 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 31624 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171051 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45403 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7485 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405248.000000 Penalty: 76877.992188
Iteration 273Q: 23 clusters Score -1.664052e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197668 members 
Mstep: Class 2 contains 203438 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 55695 members 
Mstep: Class 5 contains 180776 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142766 members 
Mstep: Class 8 contains 204812 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 31525 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171085 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45394 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 22 contains 19877 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405456.000000 Penalty: 76877.992188
Iteration 274Q: 23 clusters Score -1.664055e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197647 members 
Mstep: Class 2 contains 203444 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 180823 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142828 members 
Mstep: Class 8 contains 204797 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 31425 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171103 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45387 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7489 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405216.000000 Penalty: 76877.992188
Iteration 275Q: 23 clusters Score -1.664052e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197671 members 
Mstep: Class 2 contains 203450 members 
Mstep: Class 3 contains 30463 members 
Mstep: Class 4 contains 55669 members 
Mstep: Class 5 contains 180855 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142882 members 
Mstep: Class 8 contains 204763 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 31351 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171108 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45377 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7493 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 22 contains 19898 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405040.000000 Penalty: 76877.992188
Iteration 276Q: 23 clusters Score -1.66405e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 203469 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 180910 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142928 members 
Mstep: Class 8 contains 204692 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 31281 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171115 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45364 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7498 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405040.000000 Penalty: 76877.992188
Iteration 277Q: 23 clusters Score -1.66405e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197697 members 
Mstep: Class 2 contains 203479 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 180944 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 142992 members 
Mstep: Class 8 contains 204642 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 31222 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171102 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7498 members 
Mstep: Class 19 contains 7256 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405152.000000 Penalty: 76877.992188
Iteration 278Q: 23 clusters Score -1.664052e+08 nChanged 656
Entering ConstructFrom: 
Score: -166405152.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (197713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197713 members 
Entering Unmasked Estep 
Score: -25336428.000000 Penalty: 3024.253662
	Iteration 0F: 2 clusters Score -2.533643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -25206966.000000 Penalty: 6048.507324
	Iteration 0F: 3 clusters Score -2.520697e+07 nChanged 94908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -25262600.000000 Penalty: 6048.507324
	Iteration 1F: 3 clusters Score -2.52626e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -25263568.000000 Penalty: 6048.507324
	Iteration 2Q: 3 clusters Score -2.526357e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -25264350.000000 Penalty: 6048.507324
	Iteration 3Q: 3 clusters Score -2.526435e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -25265254.000000 Penalty: 6048.507324
	Iteration 4Q: 3 clusters Score -2.526525e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -25266996.000000 Penalty: 6048.507324
	Iteration 5Q: 3 clusters Score -2.5267e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -25269346.000000 Penalty: 6048.507324
	Iteration 6Q: 3 clusters Score -2.526935e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -25273428.000000 Penalty: 6048.507324
	Iteration 7Q: 3 clusters Score -2.527343e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 136304 members 
Entering Unmasked Estep 
Score: -25281142.000000 Penalty: 6048.507324
	Iteration 8F: 3 clusters Score -2.528114e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -25293176.000000 Penalty: 6048.507324
	Iteration 9F: 3 clusters Score -2.529318e+07 nChanged 16970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -25309000.000000 Penalty: 6048.507324
	Iteration 10F: 3 clusters Score -2.5309e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -25322714.000000 Penalty: 6048.507324
	Iteration 11F: 3 clusters Score -2.532271e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 190973 members 
Entering Unmasked Estep 
Score: -25329664.000000 Penalty: 6048.507324
	Iteration 12Q: 3 clusters Score -2.532966e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 194513 members 
Entering Unmasked Estep 
Score: -25332640.000000 Penalty: 6048.507324
	Iteration 13Q: 3 clusters Score -2.533264e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 195774 members 
Entering Unmasked Estep 
Score: -25333558.000000 Penalty: 6048.507324
	Iteration 14Q: 3 clusters Score -2.533356e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 196252 members 
Entering Unmasked Estep 
Score: -25333882.000000 Penalty: 6048.507324
	Iteration 15Q: 3 clusters Score -2.533388e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 196452 members 
Entering Unmasked Estep 
Score: -25334044.000000 Penalty: 6048.507324
	Iteration 16Q: 3 clusters Score -2.533404e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 196558 members 
Entering Unmasked Estep 
Score: -25334168.000000 Penalty: 6048.507324
	Iteration 17Q: 3 clusters Score -2.533417e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 196630 members 
Entering Unmasked Estep 
Score: -25334252.000000 Penalty: 6048.507324
	Iteration 18Q: 3 clusters Score -2.533425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 196682 members 
Entering Unmasked Estep 
Score: -25334276.000000 Penalty: 6048.507324
	Iteration 19Q: 3 clusters Score -2.533428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 196710 members 
Entering Unmasked Estep 
Score: -25334288.000000 Penalty: 6048.507324
	Iteration 20F: 3 clusters Score -2.533429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 196731 members 
Entering Unmasked Estep 
Score: -25334292.000000 Penalty: 6048.507324
	Iteration 21Q: 3 clusters Score -2.533429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 196750 members 
Entering Unmasked Estep 
Score: -25334306.000000 Penalty: 6048.507324
	Iteration 22Q: 3 clusters Score -2.533431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -25334324.000000 Penalty: 6048.507324
	Iteration 23Q: 3 clusters Score -2.533432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -25334298.000000 Penalty: 6048.507324
	Iteration 24Q: 3 clusters Score -2.53343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -25334322.000000 Penalty: 6048.507324
	Iteration 25Q: 3 clusters Score -2.533432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 196777 members 
Entering Unmasked Estep 
Score: -25334306.000000 Penalty: 6048.507324
	Iteration 26Q: 3 clusters Score -2.533431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 196778 members 
Entering Unmasked Estep 
Score: -25334304.000000 Penalty: 6048.507324
	Iteration 27Q: 3 clusters Score -2.53343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 196781 members 
Entering Unmasked Estep 
Score: -25334302.000000 Penalty: 6048.507324
	Iteration 28Q: 3 clusters Score -2.53343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 196783 members 
Entering Unmasked Estep 
Score: -25334300.000000 Penalty: 6048.507324
	Iteration 29Q: 3 clusters Score -2.53343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 196783 members 
Entering Unmasked Estep 
Score: -25334300.000000 Penalty: 6048.507324
	Iteration 30F: 3 clusters Score -2.53343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203478 members 
Entering Unmasked Estep 
Score: -26420042.000000 Penalty: 3031.381592
	Iteration 0F: 2 clusters Score -2.642004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -26314116.000000 Penalty: 6062.763184
	Iteration 0F: 3 clusters Score -2.631412e+07 nChanged 97905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -26371036.000000 Penalty: 6062.763184
	Iteration 1F: 3 clusters Score -2.637104e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -26372288.000000 Penalty: 6062.763184
	Iteration 2Q: 3 clusters Score -2.637229e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -26374078.000000 Penalty: 6062.763184
	Iteration 3Q: 3 clusters Score -2.637408e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -26377520.000000 Penalty: 6062.763184
	Iteration 4Q: 3 clusters Score -2.637752e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -26384652.000000 Penalty: 6062.763184
	Iteration 5F: 3 clusters Score -2.638465e+07 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -26397406.000000 Penalty: 6062.763184
	Iteration 6F: 3 clusters Score -2.639741e+07 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -26412042.000000 Penalty: 6062.763184
	Iteration 7F: 3 clusters Score -2.641204e+07 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -26415502.000000 Penalty: 6062.763184
	Iteration 8F: 3 clusters Score -2.64155e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 199696 members 
Entering Unmasked Estep 
Score: -26416356.000000 Penalty: 6062.763184
	Iteration 9Q: 3 clusters Score -2.641636e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 202366 members 
Entering Unmasked Estep 
Score: -26416966.000000 Penalty: 6062.763184
	Iteration 10Q: 3 clusters Score -2.641697e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 203019 members 
Entering Unmasked Estep 
Score: -26417170.000000 Penalty: 6062.763184
	Iteration 11Q: 3 clusters Score -2.641717e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203152 members 
Entering Unmasked Estep 
Score: -26417256.000000 Penalty: 6062.763184
	Iteration 12Q: 3 clusters Score -2.641726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 203193 members 
Entering Unmasked Estep 
Score: -26417338.000000 Penalty: 6062.763184
	Iteration 13Q: 3 clusters Score -2.641734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 203206 members 
Entering Unmasked Estep 
Score: -26417376.000000 Penalty: 6062.763184
	Iteration 14Q: 3 clusters Score -2.641738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203208 members 
Entering Unmasked Estep 
Score: -26417386.000000 Penalty: 6062.763184
	Iteration 15Q: 3 clusters Score -2.641739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203211 members 
Entering Unmasked Estep 
Score: -26417386.000000 Penalty: 6062.763184
	Iteration 16Q: 3 clusters Score -2.641739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203214 members 
Entering Unmasked Estep 
Score: -26417410.000000 Penalty: 6062.763184
	Iteration 17Q: 3 clusters Score -2.641741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 203219 members 
Entering Unmasked Estep 
Score: -26417420.000000 Penalty: 6062.763184
	Iteration 18Q: 3 clusters Score -2.641742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -26417432.000000 Penalty: 6062.763184
	Iteration 19Q: 3 clusters Score -2.641743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -26417428.000000 Penalty: 6062.763184
	Iteration 20F: 3 clusters Score -2.641743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -26417428.000000 Penalty: 6062.763184
	Iteration 21Q: 3 clusters Score -2.641743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -26417430.000000 Penalty: 6062.763184
	Iteration 22Q: 3 clusters Score -2.641743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -26417438.000000 Penalty: 6062.763184
	Iteration 23Q: 3 clusters Score -2.641744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -26417444.000000 Penalty: 6062.763184
	Iteration 24Q: 3 clusters Score -2.641744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -26417440.000000 Penalty: 6062.763184
	Iteration 25Q: 3 clusters Score -2.641744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 203223 members 
Entering Unmasked Estep 
Score: -26417436.000000 Penalty: 6062.763184
	Iteration 26Q: 3 clusters Score -2.641744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 203225 members 
Entering Unmasked Estep 
Score: -26417446.000000 Penalty: 6062.763184
	Iteration 27Q: 3 clusters Score -2.641745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203227 members 
Entering Unmasked Estep 
Score: -26417450.000000 Penalty: 6062.763184
	Iteration 28Q: 3 clusters Score -2.641745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203228 members 
Entering Unmasked Estep 
Score: -26417458.000000 Penalty: 6062.763184
	Iteration 29Q: 3 clusters Score -2.641746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203228 members 
Entering Unmasked Estep 
Score: -26417454.000000 Penalty: 6062.763184
	Iteration 30Q: 3 clusters Score -2.641745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203229 members 
Entering Unmasked Estep 
Score: -26417454.000000 Penalty: 6062.763184
	Iteration 31Q: 3 clusters Score -2.641745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203230 members 
Entering Unmasked Estep 
Score: -26417462.000000 Penalty: 6062.763184
	Iteration 32Q: 3 clusters Score -2.641746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203230 members 
Entering Unmasked Estep 
Score: -26417458.000000 Penalty: 6062.763184
	Iteration 33Q: 3 clusters Score -2.641746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203231 members 
Entering Unmasked Estep 
Score: -26417442.000000 Penalty: 6062.763184
	Iteration 34Q: 3 clusters Score -2.641744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -26417468.000000 Penalty: 6062.763184
	Iteration 35Q: 3 clusters Score -2.641747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203234 members 
Entering Unmasked Estep 
Score: -26417476.000000 Penalty: 6062.763184
	Iteration 36Q: 3 clusters Score -2.641748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -26417478.000000 Penalty: 6062.763184
	Iteration 37Q: 3 clusters Score -2.641748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203234 members 
Entering Unmasked Estep 
Score: -26417482.000000 Penalty: 6062.763184
	Iteration 38Q: 3 clusters Score -2.641748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203234 members 
Entering Unmasked Estep 
Score: -26417482.000000 Penalty: 6062.763184
	Iteration 39F: 3 clusters Score -2.641748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Entering Unmasked Estep 
Score: -3889144.250000 Penalty: 2560.434814
	Iteration 0F: 2 clusters Score -3889144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3868252.250000 Penalty: 5120.869629
	Iteration 0F: 3 clusters Score -3868252 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3876102.750000 Penalty: 5120.869629
	Iteration 1F: 3 clusters Score -3876103 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3877330.250000 Penalty: 5120.869629
	Iteration 2F: 3 clusters Score -3877330 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3879135.750000 Penalty: 5120.869629
	Iteration 3F: 3 clusters Score -3879136 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3881434.750000 Penalty: 5120.869629
	Iteration 4F: 3 clusters Score -3881435 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3883758.500000 Penalty: 5120.869629
	Iteration 5F: 3 clusters Score -3883758 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3885632.000000 Penalty: 5120.869629
	Iteration 6F: 3 clusters Score -3885632 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3886863.250000 Penalty: 5120.869629
	Iteration 7F: 3 clusters Score -3886863 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3887539.750000 Penalty: 5120.869629
	Iteration 8Q: 3 clusters Score -3887540 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3887920.500000 Penalty: 5120.869629
	Iteration 9Q: 3 clusters Score -3887920 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3888153.500000 Penalty: 5120.869629
	Iteration 10Q: 3 clusters Score -3888154 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3888270.000000 Penalty: 5120.869629
	Iteration 11Q: 3 clusters Score -3888270 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3888346.500000 Penalty: 5120.869629
	Iteration 12Q: 3 clusters Score -3888346 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3888404.500000 Penalty: 5120.869629
	Iteration 13Q: 3 clusters Score -3888404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3888436.500000 Penalty: 5120.869629
	Iteration 14Q: 3 clusters Score -3888436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3888461.000000 Penalty: 5120.869629
	Iteration 15Q: 3 clusters Score -3888461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3888484.500000 Penalty: 5120.869629
	Iteration 16Q: 3 clusters Score -3888484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3888500.000000 Penalty: 5120.869629
	Iteration 17Q: 3 clusters Score -3888500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3888505.750000 Penalty: 5120.869629
	Iteration 18Q: 3 clusters Score -3888506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3888516.250000 Penalty: 5120.869629
	Iteration 19Q: 3 clusters Score -3888516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3888528.250000 Penalty: 5120.869629
	Iteration 20F: 3 clusters Score -3888528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3888531.250000 Penalty: 5120.869629
	Iteration 21Q: 3 clusters Score -3888531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3888524.750000 Penalty: 5120.869629
	Iteration 22Q: 3 clusters Score -3888525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3888528.500000 Penalty: 5120.869629
	Iteration 23Q: 3 clusters Score -3888528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3888528.250000 Penalty: 5120.869629
	Iteration 24Q: 3 clusters Score -3888528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3888526.000000 Penalty: 5120.869629
	Iteration 25Q: 3 clusters Score -3888526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3888522.250000 Penalty: 5120.869629
	Iteration 26Q: 3 clusters Score -3888522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3888526.750000 Penalty: 5120.869629
	Iteration 27Q: 3 clusters Score -3888527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3888536.500000 Penalty: 5120.869629
	Iteration 28Q: 3 clusters Score -3888536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3888530.750000 Penalty: 5120.869629
	Iteration 29Q: 3 clusters Score -3888531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3888526.000000 Penalty: 5120.869629
	Iteration 30Q: 3 clusters Score -3888526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3888531.000000 Penalty: 5120.869629
	Iteration 31Q: 3 clusters Score -3888531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3888530.500000 Penalty: 5120.869629
	Iteration 32Q: 3 clusters Score -3888530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3888528.750000 Penalty: 5120.869629
	Iteration 33Q: 3 clusters Score -3888529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3888533.250000 Penalty: 5120.869629
	Iteration 34Q: 3 clusters Score -3888533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3888535.250000 Penalty: 5120.869629
	Iteration 35Q: 3 clusters Score -3888535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3888541.500000 Penalty: 5120.869629
	Iteration 36Q: 3 clusters Score -3888542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3888541.750000 Penalty: 5120.869629
	Iteration 37Q: 3 clusters Score -3888542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3888544.250000 Penalty: 5120.869629
	Iteration 38Q: 3 clusters Score -3888544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3888541.000000 Penalty: 5120.869629
	Iteration 39Q: 3 clusters Score -3888541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3888542.000000 Penalty: 5120.869629
	Iteration 40F: 3 clusters Score -3888542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3888540.750000 Penalty: 5120.869629
	Iteration 41Q: 3 clusters Score -3888541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3888547.000000 Penalty: 5120.869629
	Iteration 42Q: 3 clusters Score -3888547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3888544.750000 Penalty: 5120.869629
	Iteration 43Q: 3 clusters Score -3888545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3888549.750000 Penalty: 5120.869629
	Iteration 44Q: 3 clusters Score -3888550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3888542.250000 Penalty: 5120.869629
	Iteration 45Q: 3 clusters Score -3888542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3888542.750000 Penalty: 5120.869629
	Iteration 46Q: 3 clusters Score -3888543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3888545.000000 Penalty: 5120.869629
	Iteration 47Q: 3 clusters Score -3888545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3888544.750000 Penalty: 5120.869629
	Iteration 48Q: 3 clusters Score -3888545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3888544.250000 Penalty: 5120.869629
	Iteration 49Q: 3 clusters Score -3888544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3888544.750000 Penalty: 5120.869629
	Iteration 50Q: 3 clusters Score -3888545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3888544.500000 Penalty: 5120.869629
	Iteration 51Q: 3 clusters Score -3888544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3888546.500000 Penalty: 5120.869629
	Iteration 52Q: 3 clusters Score -3888546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3888546.000000 Penalty: 5120.869629
	Iteration 53Q: 3 clusters Score -3888546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3888553.000000 Penalty: 5120.869629
	Iteration 54Q: 3 clusters Score -3888553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3888553.500000 Penalty: 5120.869629
	Iteration 55Q: 3 clusters Score -3888554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3888553.500000 Penalty: 5120.869629
	Iteration 56Q: 3 clusters Score -3888554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3888557.500000 Penalty: 5120.869629
	Iteration 57Q: 3 clusters Score -3888558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3888552.750000 Penalty: 5120.869629
	Iteration 58Q: 3 clusters Score -3888553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3888555.500000 Penalty: 5120.869629
	Iteration 59Q: 3 clusters Score -3888556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3888561.000000 Penalty: 5120.869629
	Iteration 60F: 3 clusters Score -3888561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3888559.750000 Penalty: 5120.869629
	Iteration 61Q: 3 clusters Score -3888560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3888559.250000 Penalty: 5120.869629
	Iteration 62Q: 3 clusters Score -3888559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3888561.500000 Penalty: 5120.869629
	Iteration 63Q: 3 clusters Score -3888562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3888568.750000 Penalty: 5120.869629
	Iteration 64Q: 3 clusters Score -3888569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3888570.000000 Penalty: 5120.869629
	Iteration 65Q: 3 clusters Score -3888570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3888571.250000 Penalty: 5120.869629
	Iteration 66Q: 3 clusters Score -3888571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3888565.750000 Penalty: 5120.869629
	Iteration 67Q: 3 clusters Score -3888566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3888567.000000 Penalty: 5120.869629
	Iteration 68Q: 3 clusters Score -3888567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3888569.000000 Penalty: 5120.869629
	Iteration 69Q: 3 clusters Score -3888569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3888568.500000 Penalty: 5120.869629
	Iteration 70Q: 3 clusters Score -3888568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3888569.500000 Penalty: 5120.869629
	Iteration 71Q: 3 clusters Score -3888570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3888570.250000 Penalty: 5120.869629
	Iteration 72Q: 3 clusters Score -3888570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3888569.500000 Penalty: 5120.869629
	Iteration 73Q: 3 clusters Score -3888570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3888569.500000 Penalty: 5120.869629
	Iteration 74F: 3 clusters Score -3888570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Entering Unmasked Estep 
Score: -6898457.500000 Penalty: 2709.877930
	Iteration 0F: 2 clusters Score -6898458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -6861040.000000 Penalty: 5419.755859
	Iteration 0F: 3 clusters Score -6861040 nChanged 25877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6875471.000000 Penalty: 5419.755859
	Iteration 1F: 3 clusters Score -6875471 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6876545.500000 Penalty: 5419.755859
	Iteration 2Q: 3 clusters Score -6876546 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6878356.500000 Penalty: 5419.755859
	Iteration 3F: 3 clusters Score -6878356 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -6881245.500000 Penalty: 5419.755859
	Iteration 4F: 3 clusters Score -6881246 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6885253.500000 Penalty: 5419.755859
	Iteration 5F: 3 clusters Score -6885254 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6889585.500000 Penalty: 5419.755859
	Iteration 6F: 3 clusters Score -6889586 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6893491.000000 Penalty: 5419.755859
	Iteration 7F: 3 clusters Score -6893491 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6896024.000000 Penalty: 5419.755859
	Iteration 8Q: 3 clusters Score -6896024 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6897301.500000 Penalty: 5419.755859
	Iteration 9Q: 3 clusters Score -6897302 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6897891.000000 Penalty: 5419.755859
	Iteration 10Q: 3 clusters Score -6897891 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6898103.500000 Penalty: 5419.755859
	Iteration 11Q: 3 clusters Score -6898104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6898213.500000 Penalty: 5419.755859
	Iteration 12Q: 3 clusters Score -6898214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6898253.000000 Penalty: 5419.755859
	Iteration 13Q: 3 clusters Score -6898253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6898279.000000 Penalty: 5419.755859
	Iteration 14Q: 3 clusters Score -6898279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6898293.500000 Penalty: 5419.755859
	Iteration 15Q: 3 clusters Score -6898294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6898318.000000 Penalty: 5419.755859
	Iteration 16Q: 3 clusters Score -6898318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6898318.000000 Penalty: 5419.755859
	Iteration 17Q: 3 clusters Score -6898318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6898323.500000 Penalty: 5419.755859
	Iteration 18Q: 3 clusters Score -6898324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6898328.000000 Penalty: 5419.755859
	Iteration 19Q: 3 clusters Score -6898328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6898332.500000 Penalty: 5419.755859
	Iteration 20F: 3 clusters Score -6898332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6898328.500000 Penalty: 5419.755859
	Iteration 21Q: 3 clusters Score -6898328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6898345.500000 Penalty: 5419.755859
	Iteration 22Q: 3 clusters Score -6898346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6898346.500000 Penalty: 5419.755859
	Iteration 23Q: 3 clusters Score -6898346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6898365.000000 Penalty: 5419.755859
	Iteration 24Q: 3 clusters Score -6898365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6898355.000000 Penalty: 5419.755859
	Iteration 25Q: 3 clusters Score -6898355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6898357.000000 Penalty: 5419.755859
	Iteration 26Q: 3 clusters Score -6898357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6898361.000000 Penalty: 5419.755859
	Iteration 27Q: 3 clusters Score -6898361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6898361.000000 Penalty: 5419.755859
	Iteration 28F: 3 clusters Score -6898361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180963 members 
Entering Unmasked Estep 
Score: -23255586.000000 Penalty: 3002.299805
	Iteration 0F: 2 clusters Score -2.325559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -23136838.000000 Penalty: 6004.599609
	Iteration 0F: 3 clusters Score -2.313684e+07 nChanged 86936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -23186932.000000 Penalty: 6004.599609
	Iteration 1F: 3 clusters Score -2.318693e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -23187998.000000 Penalty: 6004.599609
	Iteration 2Q: 3 clusters Score -2.3188e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -23189118.000000 Penalty: 6004.599609
	Iteration 3Q: 3 clusters Score -2.318912e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -23190392.000000 Penalty: 6004.599609
	Iteration 4Q: 3 clusters Score -2.319039e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -23192176.000000 Penalty: 6004.599609
	Iteration 5Q: 3 clusters Score -2.319218e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -23194618.000000 Penalty: 6004.599609
	Iteration 6Q: 3 clusters Score -2.319462e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -23198316.000000 Penalty: 6004.599609
	Iteration 7Q: 3 clusters Score -2.319832e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -23203932.000000 Penalty: 6004.599609
	Iteration 8F: 3 clusters Score -2.320393e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -23211636.000000 Penalty: 6004.599609
	Iteration 9F: 3 clusters Score -2.321164e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -23221098.000000 Penalty: 6004.599609
	Iteration 10F: 3 clusters Score -2.32211e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -23230328.000000 Penalty: 6004.599609
	Iteration 11F: 3 clusters Score -2.323033e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -23237834.000000 Penalty: 6004.599609
	Iteration 12F: 3 clusters Score -2.323783e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -23243120.000000 Penalty: 6004.599609
	Iteration 13Q: 3 clusters Score -2.324312e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -23246878.000000 Penalty: 6004.599609
	Iteration 14Q: 3 clusters Score -2.324688e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -23249098.000000 Penalty: 6004.599609
	Iteration 15Q: 3 clusters Score -2.32491e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173559 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -23250608.000000 Penalty: 6004.599609
	Iteration 16Q: 3 clusters Score -2.325061e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -23251536.000000 Penalty: 6004.599609
	Iteration 17Q: 3 clusters Score -2.325154e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176824 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -23252108.000000 Penalty: 6004.599609
	Iteration 18Q: 3 clusters Score -2.325211e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -23252458.000000 Penalty: 6004.599609
	Iteration 19Q: 3 clusters Score -2.325246e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -23252692.000000 Penalty: 6004.599609
	Iteration 20F: 3 clusters Score -2.325269e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178736 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -23252832.000000 Penalty: 6004.599609
	Iteration 21Q: 3 clusters Score -2.325283e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23252974.000000 Penalty: 6004.599609
	Iteration 22Q: 3 clusters Score -2.325297e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -23253066.000000 Penalty: 6004.599609
	Iteration 23Q: 3 clusters Score -2.325307e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -23253102.000000 Penalty: 6004.599609
	Iteration 24Q: 3 clusters Score -2.32531e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -23253172.000000 Penalty: 6004.599609
	Iteration 25Q: 3 clusters Score -2.325317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23253194.000000 Penalty: 6004.599609
	Iteration 26Q: 3 clusters Score -2.325319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -23253188.000000 Penalty: 6004.599609
	Iteration 27Q: 3 clusters Score -2.325319e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179640 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23253152.000000 Penalty: 6004.599609
	Iteration 28Q: 3 clusters Score -2.325315e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23253158.000000 Penalty: 6004.599609
	Iteration 29Q: 3 clusters Score -2.325316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179706 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23253184.000000 Penalty: 6004.599609
	Iteration 30Q: 3 clusters Score -2.325318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179733 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23253150.000000 Penalty: 6004.599609
	Iteration 31Q: 3 clusters Score -2.325315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179762 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23253188.000000 Penalty: 6004.599609
	Iteration 32Q: 3 clusters Score -2.325319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23253198.000000 Penalty: 6004.599609
	Iteration 33Q: 3 clusters Score -2.32532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23253196.000000 Penalty: 6004.599609
	Iteration 34Q: 3 clusters Score -2.32532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179811 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23253194.000000 Penalty: 6004.599609
	Iteration 35Q: 3 clusters Score -2.325319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179821 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23253218.000000 Penalty: 6004.599609
	Iteration 36Q: 3 clusters Score -2.325322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179837 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23253226.000000 Penalty: 6004.599609
	Iteration 37Q: 3 clusters Score -2.325323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179851 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23253226.000000 Penalty: 6004.599609
	Iteration 38Q: 3 clusters Score -2.325323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23253242.000000 Penalty: 6004.599609
	Iteration 39Q: 3 clusters Score -2.325324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23253256.000000 Penalty: 6004.599609
	Iteration 40F: 3 clusters Score -2.325326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23253246.000000 Penalty: 6004.599609
	Iteration 41Q: 3 clusters Score -2.325325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23253236.000000 Penalty: 6004.599609
	Iteration 42Q: 3 clusters Score -2.325324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179875 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23253240.000000 Penalty: 6004.599609
	Iteration 43Q: 3 clusters Score -2.325324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179881 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -23253234.000000 Penalty: 6004.599609
	Iteration 44Q: 3 clusters Score -2.325323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 45Q: 3 clusters Score -2.325325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179889 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23253220.000000 Penalty: 6004.599609
	Iteration 46Q: 3 clusters Score -2.325322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179892 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -23253242.000000 Penalty: 6004.599609
	Iteration 47Q: 3 clusters Score -2.325324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23253246.000000 Penalty: 6004.599609
	Iteration 48Q: 3 clusters Score -2.325325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179897 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 49Q: 3 clusters Score -2.325325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179901 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23253260.000000 Penalty: 6004.599609
	Iteration 50Q: 3 clusters Score -2.325326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179904 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23253256.000000 Penalty: 6004.599609
	Iteration 51Q: 3 clusters Score -2.325326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23253256.000000 Penalty: 6004.599609
	Iteration 52Q: 3 clusters Score -2.325326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23253258.000000 Penalty: 6004.599609
	Iteration 53Q: 3 clusters Score -2.325326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23253256.000000 Penalty: 6004.599609
	Iteration 54Q: 3 clusters Score -2.325326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 55Q: 3 clusters Score -2.325325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 56Q: 3 clusters Score -2.325325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 57Q: 3 clusters Score -2.325325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23253254.000000 Penalty: 6004.599609
	Iteration 58Q: 3 clusters Score -2.325325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179915 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 59Q: 3 clusters Score -2.325325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23253248.000000 Penalty: 6004.599609
	Iteration 60F: 3 clusters Score -2.325325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23253240.000000 Penalty: 6004.599609
	Iteration 61Q: 3 clusters Score -2.325324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23253240.000000 Penalty: 6004.599609
	Iteration 62Q: 3 clusters Score -2.325324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23253246.000000 Penalty: 6004.599609
	Iteration 63Q: 3 clusters Score -2.325325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23253246.000000 Penalty: 6004.599609
	Iteration 64F: 3 clusters Score -2.325325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34404.519531 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34404.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34610.789062 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34610.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34706.011719 Penalty: 2926.349121
	Iteration 2Q: 3 clusters Score -34706.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34795.886719 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34795.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34825.003906 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34833.515625 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34833.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34838.687500 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34838.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34838.687500 Penalty: 2926.349121
	Iteration 7F: 3 clusters Score -34838.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (143067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143067 members 
Entering Unmasked Estep 
Score: -18545830.000000 Penalty: 2944.024902
	Iteration 0F: 2 clusters Score -1.854583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -18450734.000000 Penalty: 5888.049805
	Iteration 0F: 3 clusters Score -1.845073e+07 nChanged 68286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -18489976.000000 Penalty: 5888.049805
	Iteration 1F: 3 clusters Score -1.848998e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -18490864.000000 Penalty: 5888.049805
	Iteration 2Q: 3 clusters Score -1.849086e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -18491856.000000 Penalty: 5888.049805
	Iteration 3Q: 3 clusters Score -1.849186e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -18493342.000000 Penalty: 5888.049805
	Iteration 4Q: 3 clusters Score -1.849334e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -18495742.000000 Penalty: 5888.049805
	Iteration 5Q: 3 clusters Score -1.849574e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -18499710.000000 Penalty: 5888.049805
	Iteration 6F: 3 clusters Score -1.849971e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -18506230.000000 Penalty: 5888.049805
	Iteration 7F: 3 clusters Score -1.850623e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -18515558.000000 Penalty: 5888.049805
	Iteration 8F: 3 clusters Score -1.851556e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 109841 members 
Entering Unmasked Estep 
Score: -18525708.000000 Penalty: 5888.049805
	Iteration 9F: 3 clusters Score -1.852571e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -18532956.000000 Penalty: 5888.049805
	Iteration 10F: 3 clusters Score -1.853296e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -18535904.000000 Penalty: 5888.049805
	Iteration 11Q: 3 clusters Score -1.85359e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 120490 members 
Entering Unmasked Estep 
Score: -18537252.000000 Penalty: 5888.049805
	Iteration 12Q: 3 clusters Score -1.853725e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -18538214.000000 Penalty: 5888.049805
	Iteration 13Q: 3 clusters Score -1.853821e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -18538986.000000 Penalty: 5888.049805
	Iteration 14Q: 3 clusters Score -1.853899e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -18539480.000000 Penalty: 5888.049805
	Iteration 15Q: 3 clusters Score -1.853948e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 127064 members 
Entering Unmasked Estep 
Score: -18539900.000000 Penalty: 5888.049805
	Iteration 16Q: 3 clusters Score -1.85399e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -18540380.000000 Penalty: 5888.049805
	Iteration 17Q: 3 clusters Score -1.854038e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -18540742.000000 Penalty: 5888.049805
	Iteration 18Q: 3 clusters Score -1.854074e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -18541118.000000 Penalty: 5888.049805
	Iteration 19Q: 3 clusters Score -1.854112e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -18541564.000000 Penalty: 5888.049805
	Iteration 20F: 3 clusters Score -1.854156e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 132852 members 
Entering Unmasked Estep 
Score: -18541818.000000 Penalty: 5888.049805
	Iteration 21Q: 3 clusters Score -1.854182e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -18542132.000000 Penalty: 5888.049805
	Iteration 22Q: 3 clusters Score -1.854213e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
Score: -18542360.000000 Penalty: 5888.049805
	Iteration 23Q: 3 clusters Score -1.854236e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -18542522.000000 Penalty: 5888.049805
	Iteration 24Q: 3 clusters Score -1.854252e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -18542728.000000 Penalty: 5888.049805
	Iteration 25Q: 3 clusters Score -1.854273e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -18542882.000000 Penalty: 5888.049805
	Iteration 26Q: 3 clusters Score -1.854288e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 137138 members 
Entering Unmasked Estep 
Score: -18543000.000000 Penalty: 5888.049805
	Iteration 27Q: 3 clusters Score -1.8543e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -18543108.000000 Penalty: 5888.049805
	Iteration 28Q: 3 clusters Score -1.854311e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -18543174.000000 Penalty: 5888.049805
	Iteration 29Q: 3 clusters Score -1.854317e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 138388 members 
Entering Unmasked Estep 
Score: -18543250.000000 Penalty: 5888.049805
	Iteration 30Q: 3 clusters Score -1.854325e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 138711 members 
Entering Unmasked Estep 
Score: -18543266.000000 Penalty: 5888.049805
	Iteration 31Q: 3 clusters Score -1.854327e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 139008 members 
Entering Unmasked Estep 
Score: -18543320.000000 Penalty: 5888.049805
	Iteration 32Q: 3 clusters Score -1.854332e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -18543346.000000 Penalty: 5888.049805
	Iteration 33Q: 3 clusters Score -1.854335e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 139497 members 
Entering Unmasked Estep 
Score: -18543368.000000 Penalty: 5888.049805
	Iteration 34Q: 3 clusters Score -1.854337e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -18543420.000000 Penalty: 5888.049805
	Iteration 35Q: 3 clusters Score -1.854342e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 139865 members 
Entering Unmasked Estep 
Score: -18543440.000000 Penalty: 5888.049805
	Iteration 36Q: 3 clusters Score -1.854344e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -18543450.000000 Penalty: 5888.049805
	Iteration 37Q: 3 clusters Score -1.854345e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -18543500.000000 Penalty: 5888.049805
	Iteration 38Q: 3 clusters Score -1.85435e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -18543532.000000 Penalty: 5888.049805
	Iteration 39Q: 3 clusters Score -1.854353e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -18543546.000000 Penalty: 5888.049805
	Iteration 40F: 3 clusters Score -1.854355e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 140509 members 
Entering Unmasked Estep 
Score: -18543568.000000 Penalty: 5888.049805
	Iteration 41Q: 3 clusters Score -1.854357e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -18543606.000000 Penalty: 5888.049805
	Iteration 42Q: 3 clusters Score -1.854361e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -18543644.000000 Penalty: 5888.049805
	Iteration 43Q: 3 clusters Score -1.854364e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -18543652.000000 Penalty: 5888.049805
	Iteration 44Q: 3 clusters Score -1.854365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 140802 members 
Entering Unmasked Estep 
Score: -18543662.000000 Penalty: 5888.049805
	Iteration 45Q: 3 clusters Score -1.854366e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 140848 members 
Entering Unmasked Estep 
Score: -18543706.000000 Penalty: 5888.049805
	Iteration 46Q: 3 clusters Score -1.854371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -18543698.000000 Penalty: 5888.049805
	Iteration 47Q: 3 clusters Score -1.85437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 140914 members 
Entering Unmasked Estep 
Score: -18543704.000000 Penalty: 5888.049805
	Iteration 48Q: 3 clusters Score -1.85437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -18543708.000000 Penalty: 5888.049805
	Iteration 49Q: 3 clusters Score -1.854371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 140969 members 
Entering Unmasked Estep 
Score: -18543692.000000 Penalty: 5888.049805
	Iteration 50Q: 3 clusters Score -1.854369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -18543702.000000 Penalty: 5888.049805
	Iteration 51Q: 3 clusters Score -1.85437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -18543704.000000 Penalty: 5888.049805
	Iteration 52Q: 3 clusters Score -1.85437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 141007 members 
Entering Unmasked Estep 
Score: -18543698.000000 Penalty: 5888.049805
	Iteration 53Q: 3 clusters Score -1.85437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -18543712.000000 Penalty: 5888.049805
	Iteration 54Q: 3 clusters Score -1.854371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 141032 members 
Entering Unmasked Estep 
Score: -18543704.000000 Penalty: 5888.049805
	Iteration 55Q: 3 clusters Score -1.85437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -18543714.000000 Penalty: 5888.049805
	Iteration 56Q: 3 clusters Score -1.854371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -18543732.000000 Penalty: 5888.049805
	Iteration 57Q: 3 clusters Score -1.854373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 141055 members 
Entering Unmasked Estep 
Score: -18543740.000000 Penalty: 5888.049805
	Iteration 58Q: 3 clusters Score -1.854374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -18543716.000000 Penalty: 5888.049805
	Iteration 59Q: 3 clusters Score -1.854372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -18543744.000000 Penalty: 5888.049805
	Iteration 60F: 3 clusters Score -1.854374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -18543764.000000 Penalty: 5888.049805
	Iteration 61Q: 3 clusters Score -1.854376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -18543758.000000 Penalty: 5888.049805
	Iteration 62Q: 3 clusters Score -1.854376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -18543764.000000 Penalty: 5888.049805
	Iteration 63Q: 3 clusters Score -1.854376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -18543758.000000 Penalty: 5888.049805
	Iteration 64Q: 3 clusters Score -1.854376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 141134 members 
Entering Unmasked Estep 
Score: -18543738.000000 Penalty: 5888.049805
	Iteration 65Q: 3 clusters Score -1.854374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -18543750.000000 Penalty: 5888.049805
	Iteration 66Q: 3 clusters Score -1.854375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 141137 members 
Entering Unmasked Estep 
Score: -18543760.000000 Penalty: 5888.049805
	Iteration 67Q: 3 clusters Score -1.854376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 141137 members 
Entering Unmasked Estep 
Score: -18543752.000000 Penalty: 5888.049805
	Iteration 68Q: 3 clusters Score -1.854375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 141137 members 
Entering Unmasked Estep 
Score: -18543752.000000 Penalty: 5888.049805
	Iteration 69F: 3 clusters Score -1.854375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204581 members 
Entering Unmasked Estep 
Score: -26478338.000000 Penalty: 3032.722412
	Iteration 0F: 2 clusters Score -2.647834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -26349406.000000 Penalty: 6065.444824
	Iteration 0F: 3 clusters Score -2.634941e+07 nChanged 98521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -26408068.000000 Penalty: 6065.444824
	Iteration 1F: 3 clusters Score -2.640807e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -26409772.000000 Penalty: 6065.444824
	Iteration 2Q: 3 clusters Score -2.640977e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -26412660.000000 Penalty: 6065.444824
	Iteration 3Q: 3 clusters Score -2.641266e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -26418482.000000 Penalty: 6065.444824
	Iteration 4F: 3 clusters Score -2.641848e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -26429788.000000 Penalty: 6065.444824
	Iteration 5F: 3 clusters Score -2.642979e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 168028 members 
Entering Unmasked Estep 
Score: -26446578.000000 Penalty: 6065.444824
	Iteration 6F: 3 clusters Score -2.644658e+07 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 186380 members 
Entering Unmasked Estep 
Score: -26462412.000000 Penalty: 6065.444824
	Iteration 7F: 3 clusters Score -2.646241e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 197569 members 
Entering Unmasked Estep 
Score: -26471042.000000 Penalty: 6065.444824
	Iteration 8F: 3 clusters Score -2.647104e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 202165 members 
Entering Unmasked Estep 
Score: -26474184.000000 Penalty: 6065.444824
	Iteration 9Q: 3 clusters Score -2.647418e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 203607 members 
Entering Unmasked Estep 
Score: -26475076.000000 Penalty: 6065.444824
	Iteration 10Q: 3 clusters Score -2.647508e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 203968 members 
Entering Unmasked Estep 
Score: -26475394.000000 Penalty: 6065.444824
	Iteration 11Q: 3 clusters Score -2.647539e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 204096 members 
Entering Unmasked Estep 
Score: -26475566.000000 Penalty: 6065.444824
	Iteration 12Q: 3 clusters Score -2.647557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
Score: -26475648.000000 Penalty: 6065.444824
	Iteration 13Q: 3 clusters Score -2.647565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 204168 members 
Entering Unmasked Estep 
Score: -26475742.000000 Penalty: 6065.444824
	Iteration 14Q: 3 clusters Score -2.647574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -26475830.000000 Penalty: 6065.444824
	Iteration 15Q: 3 clusters Score -2.647583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -26475860.000000 Penalty: 6065.444824
	Iteration 16Q: 3 clusters Score -2.647586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -26475896.000000 Penalty: 6065.444824
	Iteration 17Q: 3 clusters Score -2.64759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -26475916.000000 Penalty: 6065.444824
	Iteration 18Q: 3 clusters Score -2.647592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204193 members 
Entering Unmasked Estep 
Score: -26475928.000000 Penalty: 6065.444824
	Iteration 19Q: 3 clusters Score -2.647593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 204192 members 
Entering Unmasked Estep 
Score: -26475922.000000 Penalty: 6065.444824
	Iteration 20F: 3 clusters Score -2.647592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -26475928.000000 Penalty: 6065.444824
	Iteration 21Q: 3 clusters Score -2.647593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 204186 members 
Entering Unmasked Estep 
Score: -26475920.000000 Penalty: 6065.444824
	Iteration 22Q: 3 clusters Score -2.647592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -26475940.000000 Penalty: 6065.444824
	Iteration 23Q: 3 clusters Score -2.647594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 204188 members 
Entering Unmasked Estep 
Score: -26475946.000000 Penalty: 6065.444824
	Iteration 24Q: 3 clusters Score -2.647595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 204187 members 
Entering Unmasked Estep 
Score: -26475946.000000 Penalty: 6065.444824
	Iteration 25Q: 3 clusters Score -2.647595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -26475954.000000 Penalty: 6065.444824
	Iteration 26Q: 3 clusters Score -2.647595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -26475942.000000 Penalty: 6065.444824
	Iteration 27Q: 3 clusters Score -2.647594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -26475942.000000 Penalty: 6065.444824
	Iteration 28F: 3 clusters Score -2.647594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -683097.812500 Penalty: 2132.495605
	Iteration 0F: 2 clusters Score -683097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -678339.750000 Penalty: 4264.991211
	Iteration 0F: 3 clusters Score -678339.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -679555.750000 Penalty: 4264.991211
	Iteration 1F: 3 clusters Score -679555.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -679799.437500 Penalty: 4264.991211
	Iteration 2F: 3 clusters Score -679799.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -679968.812500 Penalty: 4264.991211
	Iteration 3F: 3 clusters Score -679968.8 nChanged 224
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: -680090.312500 Penalty: 4264.991211
	Iteration 4Q: 3 clusters Score -680090.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -680182.750000 Penalty: 4264.991211
	Iteration 5Q: 3 clusters Score -680182.8 nChanged 144
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: -680254.937500 Penalty: 4264.991211
	Iteration 6Q: 3 clusters Score -680254.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -680328.000000 Penalty: 4264.991211
	Iteration 7Q: 3 clusters Score -680328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -680397.187500 Penalty: 4264.991211
	Iteration 8Q: 3 clusters Score -680397.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -680449.500000 Penalty: 4264.991211
	Iteration 9Q: 3 clusters Score -680449.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -680489.812500 Penalty: 4264.991211
	Iteration 10Q: 3 clusters Score -680489.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -680523.937500 Penalty: 4264.991211
	Iteration 11Q: 3 clusters Score -680523.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -680559.375000 Penalty: 4264.991211
	Iteration 12Q: 3 clusters Score -680559.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -680580.937500 Penalty: 4264.991211
	Iteration 13Q: 3 clusters Score -680580.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -680600.250000 Penalty: 4264.991211
	Iteration 14Q: 3 clusters Score -680600.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -680619.812500 Penalty: 4264.991211
	Iteration 15Q: 3 clusters Score -680619.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -680640.250000 Penalty: 4264.991211
	Iteration 16Q: 3 clusters Score -680640.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -680660.062500 Penalty: 4264.991211
	Iteration 17Q: 3 clusters Score -680660.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -680676.375000 Penalty: 4264.991211
	Iteration 18Q: 3 clusters Score -680676.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -680696.625000 Penalty: 4264.991211
	Iteration 19Q: 3 clusters Score -680696.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -680710.812500 Penalty: 4264.991211
	Iteration 20F: 3 clusters Score -680710.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -680729.375000 Penalty: 4264.991211
	Iteration 21Q: 3 clusters Score -680729.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -680750.500000 Penalty: 4264.991211
	Iteration 22Q: 3 clusters Score -680750.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -680771.250000 Penalty: 4264.991211
	Iteration 23Q: 3 clusters Score -680771.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -680792.750000 Penalty: 4264.991211
	Iteration 24Q: 3 clusters Score -680792.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -680812.562500 Penalty: 4264.991211
	Iteration 25Q: 3 clusters Score -680812.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -680835.125000 Penalty: 4264.991211
	Iteration 26Q: 3 clusters Score -680835.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -680858.375000 Penalty: 4264.991211
	Iteration 27Q: 3 clusters Score -680858.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -680878.062500 Penalty: 4264.991211
	Iteration 28Q: 3 clusters Score -680878.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -680895.187500 Penalty: 4264.991211
	Iteration 29Q: 3 clusters Score -680895.2 nChanged 43
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: -680912.687500 Penalty: 4264.991211
	Iteration 30Q: 3 clusters Score -680912.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -680933.812500 Penalty: 4264.991211
	Iteration 31Q: 3 clusters Score -680933.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -680962.187500 Penalty: 4264.991211
	Iteration 32Q: 3 clusters Score -680962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -680995.750000 Penalty: 4264.991211
	Iteration 33Q: 3 clusters Score -680995.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -681024.125000 Penalty: 4264.991211
	Iteration 34Q: 3 clusters Score -681024.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -681045.687500 Penalty: 4264.991211
	Iteration 35Q: 3 clusters Score -681045.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -681059.062500 Penalty: 4264.991211
	Iteration 36Q: 3 clusters Score -681059.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -681082.312500 Penalty: 4264.991211
	Iteration 37Q: 3 clusters Score -681082.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -681103.750000 Penalty: 4264.991211
	Iteration 38Q: 3 clusters Score -681103.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -681122.000000 Penalty: 4264.991211
	Iteration 39Q: 3 clusters Score -681122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -681142.125000 Penalty: 4264.991211
	Iteration 40F: 3 clusters Score -681142.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -681152.937500 Penalty: 4264.991211
	Iteration 41Q: 3 clusters Score -681152.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -681170.562500 Penalty: 4264.991211
	Iteration 42Q: 3 clusters Score -681170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -681184.750000 Penalty: 4264.991211
	Iteration 43Q: 3 clusters Score -681184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -681194.250000 Penalty: 4264.991211
	Iteration 44Q: 3 clusters Score -681194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -681203.000000 Penalty: 4264.991211
	Iteration 45Q: 3 clusters Score -681203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -681209.187500 Penalty: 4264.991211
	Iteration 46Q: 3 clusters Score -681209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -681214.812500 Penalty: 4264.991211
	Iteration 47Q: 3 clusters Score -681214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -681217.750000 Penalty: 4264.991211
	Iteration 48Q: 3 clusters Score -681217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -681222.062500 Penalty: 4264.991211
	Iteration 49Q: 3 clusters Score -681222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -681229.625000 Penalty: 4264.991211
	Iteration 50Q: 3 clusters Score -681229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -681235.312500 Penalty: 4264.991211
	Iteration 51Q: 3 clusters Score -681235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -681241.125000 Penalty: 4264.991211
	Iteration 52Q: 3 clusters Score -681241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -681244.312500 Penalty: 4264.991211
	Iteration 53Q: 3 clusters Score -681244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -681247.375000 Penalty: 4264.991211
	Iteration 54Q: 3 clusters Score -681247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -681248.250000 Penalty: 4264.991211
	Iteration 55Q: 3 clusters Score -681248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -681248.250000 Penalty: 4264.991211
	Iteration 56F: 3 clusters Score -681248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Entering Unmasked Estep 
Score: -4060867.500000 Penalty: 2566.108643
	Iteration 0F: 2 clusters Score -4060868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4039646.750000 Penalty: 5132.217285
	Iteration 0F: 3 clusters Score -4039647 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4047364.250000 Penalty: 5132.217285
	Iteration 1F: 3 clusters Score -4047364 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4047937.000000 Penalty: 5132.217285
	Iteration 2Q: 3 clusters Score -4047937 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4048570.750000 Penalty: 5132.217285
	Iteration 3Q: 3 clusters Score -4048571 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4049365.750000 Penalty: 5132.217285
	Iteration 4Q: 3 clusters Score -4049366 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4050375.500000 Penalty: 5132.217285
	Iteration 5F: 3 clusters Score -4050376 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4051802.250000 Penalty: 5132.217285
	Iteration 6F: 3 clusters Score -4051802 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4053627.000000 Penalty: 5132.217285
	Iteration 7F: 3 clusters Score -4053627 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4055384.000000 Penalty: 5132.217285
	Iteration 8F: 3 clusters Score -4055384 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -4056702.000000 Penalty: 5132.217285
	Iteration 9Q: 3 clusters Score -4056702 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4057509.250000 Penalty: 5132.217285
	Iteration 10Q: 3 clusters Score -4057509 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4057968.750000 Penalty: 5132.217285
	Iteration 11Q: 3 clusters Score -4057969 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4058265.000000 Penalty: 5132.217285
	Iteration 12Q: 3 clusters Score -4058265 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4058430.750000 Penalty: 5132.217285
	Iteration 13Q: 3 clusters Score -4058431 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4058537.000000 Penalty: 5132.217285
	Iteration 14Q: 3 clusters Score -4058537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4058612.250000 Penalty: 5132.217285
	Iteration 15Q: 3 clusters Score -4058612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4058667.250000 Penalty: 5132.217285
	Iteration 16Q: 3 clusters Score -4058667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4058704.250000 Penalty: 5132.217285
	Iteration 17Q: 3 clusters Score -4058704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4058729.000000 Penalty: 5132.217285
	Iteration 18Q: 3 clusters Score -4058729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4058740.750000 Penalty: 5132.217285
	Iteration 19Q: 3 clusters Score -4058741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4058752.250000 Penalty: 5132.217285
	Iteration 20F: 3 clusters Score -4058752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4058762.000000 Penalty: 5132.217285
	Iteration 21Q: 3 clusters Score -4058762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4058770.250000 Penalty: 5132.217285
	Iteration 22Q: 3 clusters Score -4058770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4058771.250000 Penalty: 5132.217285
	Iteration 23Q: 3 clusters Score -4058771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4058769.000000 Penalty: 5132.217285
	Iteration 24Q: 3 clusters Score -4058769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4058775.500000 Penalty: 5132.217285
	Iteration 25Q: 3 clusters Score -4058776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4058779.000000 Penalty: 5132.217285
	Iteration 26Q: 3 clusters Score -4058779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4058785.500000 Penalty: 5132.217285
	Iteration 27Q: 3 clusters Score -4058786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4058787.750000 Penalty: 5132.217285
	Iteration 28Q: 3 clusters Score -4058788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4058788.750000 Penalty: 5132.217285
	Iteration 29Q: 3 clusters Score -4058789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4058789.500000 Penalty: 5132.217285
	Iteration 30Q: 3 clusters Score -4058790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4058794.750000 Penalty: 5132.217285
	Iteration 31Q: 3 clusters Score -4058795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4058794.750000 Penalty: 5132.217285
	Iteration 32Q: 3 clusters Score -4058795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4058790.250000 Penalty: 5132.217285
	Iteration 33Q: 3 clusters Score -4058790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4058790.250000 Penalty: 5132.217285
	Iteration 34F: 3 clusters Score -4058790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -361522.375000 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -361522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -358331.718750 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -358331.7 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359054.718750 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -359054.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359311.625000 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -359311.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -359486.937500 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -359486.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -359606.531250 Penalty: 3972.314453
	Iteration 4F: 3 clusters Score -359606.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359708.718750 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -359708.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -359820.593750 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -359820.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -359950.343750 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -359950.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -360095.156250 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -360095.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -360227.250000 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -360227.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -360332.812500 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -360332.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -360409.281250 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -360409.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -360476.343750 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -360476.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -360522.093750 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -360522.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -360550.625000 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -360550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -360574.250000 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -360574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -360593.406250 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -360593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -360610.562500 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -360610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -360636.718750 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -360636.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -360657.281250 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -360657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -360666.906250 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -360666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -360669.500000 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -360669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -360672.093750 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -360672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -360673.062500 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -360673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -360673.500000 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -360673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -360673.500000 Penalty: 3972.314453
	Iteration 25F: 3 clusters Score -360673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107598.054688 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107598.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -108101.562500 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108101.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108435.828125 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108435.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -108639.914062 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108639.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108778.765625 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108778.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108855.640625 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -108855.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -108905.929688 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -108905.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108936.687500 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -108936.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108956.554688 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -108956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108965.757812 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -108965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108974.882812 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -108974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108975.250000 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -108975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108975.250000 Penalty: 3460.268555
	Iteration 12F: 3 clusters Score -108975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69212.828125 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69212.83 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69510.328125 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69510.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69652.875000 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69652.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69779.585938 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -69779.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69881.828125 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -69881.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70062.859375 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -70062.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70165.453125 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70165.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70298.742188 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70298.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70495.250000 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70495.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70676.820312 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70676.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70791.578125 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70791.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70817.570312 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -70817.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70819.171875 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -70819.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70823.234375 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -70823.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70823.234375 Penalty: 3198.649170
	Iteration 14F: 3 clusters Score -70823.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Entering Unmasked Estep 
Score: -22008806.000000 Penalty: 2988.400879
	Iteration 0F: 2 clusters Score -2.200881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -21895256.000000 Penalty: 5976.801758
	Iteration 0F: 3 clusters Score -2.189526e+07 nChanged 81915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -21943692.000000 Penalty: 5976.801758
	Iteration 1F: 3 clusters Score -2.194369e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -21944906.000000 Penalty: 5976.801758
	Iteration 2Q: 3 clusters Score -2.194491e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -21946270.000000 Penalty: 5976.801758
	Iteration 3Q: 3 clusters Score -2.194627e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -21948260.000000 Penalty: 5976.801758
	Iteration 4Q: 3 clusters Score -2.194826e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -21951258.000000 Penalty: 5976.801758
	Iteration 5Q: 3 clusters Score -2.195126e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -21955774.000000 Penalty: 5976.801758
	Iteration 6F: 3 clusters Score -2.195577e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -21962594.000000 Penalty: 5976.801758
	Iteration 7F: 3 clusters Score -2.196259e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 124795 members 
Entering Unmasked Estep 
Score: -21971372.000000 Penalty: 5976.801758
	Iteration 8F: 3 clusters Score -2.197137e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -21980208.000000 Penalty: 5976.801758
	Iteration 9F: 3 clusters Score -2.198021e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -21987688.000000 Penalty: 5976.801758
	Iteration 10F: 3 clusters Score -2.198769e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -21992554.000000 Penalty: 5976.801758
	Iteration 11Q: 3 clusters Score -2.199255e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -21996108.000000 Penalty: 5976.801758
	Iteration 12Q: 3 clusters Score -2.199611e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -21998808.000000 Penalty: 5976.801758
	Iteration 13Q: 3 clusters Score -2.199881e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -22000840.000000 Penalty: 5976.801758
	Iteration 14Q: 3 clusters Score -2.200084e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 160886 members 
Entering Unmasked Estep 
Score: -22002500.000000 Penalty: 5976.801758
	Iteration 15Q: 3 clusters Score -2.20025e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 162623 members 
Entering Unmasked Estep 
Score: -22003726.000000 Penalty: 5976.801758
	Iteration 16Q: 3 clusters Score -2.200373e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -22004484.000000 Penalty: 5976.801758
	Iteration 17Q: 3 clusters Score -2.200448e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -22005076.000000 Penalty: 5976.801758
	Iteration 18Q: 3 clusters Score -2.200508e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -22005450.000000 Penalty: 5976.801758
	Iteration 19Q: 3 clusters Score -2.200545e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -22005732.000000 Penalty: 5976.801758
	Iteration 20F: 3 clusters Score -2.200573e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -22005872.000000 Penalty: 5976.801758
	Iteration 21Q: 3 clusters Score -2.200587e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 167662 members 
Entering Unmasked Estep 
Score: -22006060.000000 Penalty: 5976.801758
	Iteration 22Q: 3 clusters Score -2.200606e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -22006114.000000 Penalty: 5976.801758
	Iteration 23Q: 3 clusters Score -2.200611e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -22006166.000000 Penalty: 5976.801758
	Iteration 24Q: 3 clusters Score -2.200617e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -22006250.000000 Penalty: 5976.801758
	Iteration 25Q: 3 clusters Score -2.200625e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -22006288.000000 Penalty: 5976.801758
	Iteration 26Q: 3 clusters Score -2.200629e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 169089 members 
Entering Unmasked Estep 
Score: -22006344.000000 Penalty: 5976.801758
	Iteration 27Q: 3 clusters Score -2.200634e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -22006368.000000 Penalty: 5976.801758
	Iteration 28Q: 3 clusters Score -2.200637e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -22006368.000000 Penalty: 5976.801758
	Iteration 29Q: 3 clusters Score -2.200637e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -22006372.000000 Penalty: 5976.801758
	Iteration 30Q: 3 clusters Score -2.200637e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -22006372.000000 Penalty: 5976.801758
	Iteration 31Q: 3 clusters Score -2.200637e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -22006380.000000 Penalty: 5976.801758
	Iteration 32Q: 3 clusters Score -2.200638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 169677 members 
Entering Unmasked Estep 
Score: -22006420.000000 Penalty: 5976.801758
	Iteration 33Q: 3 clusters Score -2.200642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -22006426.000000 Penalty: 5976.801758
	Iteration 34Q: 3 clusters Score -2.200643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 169763 members 
Entering Unmasked Estep 
Score: -22006418.000000 Penalty: 5976.801758
	Iteration 35Q: 3 clusters Score -2.200642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -22006434.000000 Penalty: 5976.801758
	Iteration 36Q: 3 clusters Score -2.200643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -22006458.000000 Penalty: 5976.801758
	Iteration 37Q: 3 clusters Score -2.200646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -22006462.000000 Penalty: 5976.801758
	Iteration 38Q: 3 clusters Score -2.200646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -22006460.000000 Penalty: 5976.801758
	Iteration 39Q: 3 clusters Score -2.200646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -22006480.000000 Penalty: 5976.801758
	Iteration 40F: 3 clusters Score -2.200648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -22006480.000000 Penalty: 5976.801758
	Iteration 41Q: 3 clusters Score -2.200648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -22006462.000000 Penalty: 5976.801758
	Iteration 42Q: 3 clusters Score -2.200646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -22006482.000000 Penalty: 5976.801758
	Iteration 43Q: 3 clusters Score -2.200648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -22006494.000000 Penalty: 5976.801758
	Iteration 44Q: 3 clusters Score -2.200649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -22006504.000000 Penalty: 5976.801758
	Iteration 45Q: 3 clusters Score -2.20065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -22006484.000000 Penalty: 5976.801758
	Iteration 46Q: 3 clusters Score -2.200648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -22006492.000000 Penalty: 5976.801758
	Iteration 47Q: 3 clusters Score -2.200649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 170065 members 
Entering Unmasked Estep 
Score: -22006492.000000 Penalty: 5976.801758
	Iteration 48Q: 3 clusters Score -2.200649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 49Q: 3 clusters Score -2.200652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -22006508.000000 Penalty: 5976.801758
	Iteration 50Q: 3 clusters Score -2.200651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -22006520.000000 Penalty: 5976.801758
	Iteration 51Q: 3 clusters Score -2.200652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -22006524.000000 Penalty: 5976.801758
	Iteration 52Q: 3 clusters Score -2.200652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -22006524.000000 Penalty: 5976.801758
	Iteration 53Q: 3 clusters Score -2.200652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 5976.801758
	Iteration 54Q: 3 clusters Score -2.200651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -22006524.000000 Penalty: 5976.801758
	Iteration 55Q: 3 clusters Score -2.200652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 170116 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 56Q: 3 clusters Score -2.200652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 5976.801758
	Iteration 57Q: 3 clusters Score -2.200652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 5976.801758
	Iteration 58Q: 3 clusters Score -2.200652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 5976.801758
	Iteration 59Q: 3 clusters Score -2.200651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 60F: 3 clusters Score -2.200652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -22006520.000000 Penalty: 5976.801758
	Iteration 61Q: 3 clusters Score -2.200652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -22006504.000000 Penalty: 5976.801758
	Iteration 62Q: 3 clusters Score -2.20065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 5976.801758
	Iteration 63Q: 3 clusters Score -2.200652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -22006530.000000 Penalty: 5976.801758
	Iteration 64Q: 3 clusters Score -2.200653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 5976.801758
	Iteration 65Q: 3 clusters Score -2.200652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 66Q: 3 clusters Score -2.200652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 5976.801758
	Iteration 67Q: 3 clusters Score -2.200652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 5976.801758
	Iteration 68Q: 3 clusters Score -2.200651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 170151 members 
Entering Unmasked Estep 
Score: -22006528.000000 Penalty: 5976.801758
	Iteration 69Q: 3 clusters Score -2.200653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -22006530.000000 Penalty: 5976.801758
	Iteration 70Q: 3 clusters Score -2.200653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -22006532.000000 Penalty: 5976.801758
	Iteration 71Q: 3 clusters Score -2.200653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -22006534.000000 Penalty: 5976.801758
	Iteration 72Q: 3 clusters Score -2.200653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -22006530.000000 Penalty: 5976.801758
	Iteration 73Q: 3 clusters Score -2.200653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 5976.801758
	Iteration 74Q: 3 clusters Score -2.200651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -22006504.000000 Penalty: 5976.801758
	Iteration 75Q: 3 clusters Score -2.20065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 5976.801758
	Iteration 76Q: 3 clusters Score -2.200652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22006514.000000 Penalty: 5976.801758
	Iteration 77Q: 3 clusters Score -2.200651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 5976.801758
	Iteration 78Q: 3 clusters Score -2.200651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -22006498.000000 Penalty: 5976.801758
	Iteration 79Q: 3 clusters Score -2.20065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -22006496.000000 Penalty: 5976.801758
	Iteration 80F: 3 clusters Score -2.20065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -22006506.000000 Penalty: 5976.801758
	Iteration 81Q: 3 clusters Score -2.200651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22006506.000000 Penalty: 5976.801758
	Iteration 82Q: 3 clusters Score -2.200651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 83Q: 3 clusters Score -2.200652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22006516.000000 Penalty: 5976.801758
	Iteration 84F: 3 clusters Score -2.200652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -88886.750000 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -88886.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87222.859375 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -87222.86 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87494.398438 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -87494.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87633.390625 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -87633.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87775.703125 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -87775.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87868.320312 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -87868.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87936.695312 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -87936.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87968.406250 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -87968.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87990.757812 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -87990.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88002.726562 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -88002.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88013.070312 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -88013.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88020.242188 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -88020.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88020.242188 Penalty: 3279.572266
	Iteration 11F: 3 clusters Score -88020.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Entering Unmasked Estep 
Score: -5921539.500000 Penalty: 2659.036865
	Iteration 0F: 2 clusters Score -5921540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5891031.500000 Penalty: 5318.073730
	Iteration 0F: 3 clusters Score -5891032 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5902373.000000 Penalty: 5318.073730
	Iteration 1F: 3 clusters Score -5902373 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5902858.500000 Penalty: 5318.073730
	Iteration 2Q: 3 clusters Score -5902858 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5903334.500000 Penalty: 5318.073730
	Iteration 3Q: 3 clusters Score -5903334 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5903883.500000 Penalty: 5318.073730
	Iteration 4Q: 3 clusters Score -5903884 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5904514.500000 Penalty: 5318.073730
	Iteration 5Q: 3 clusters Score -5904514 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5905342.500000 Penalty: 5318.073730
	Iteration 6Q: 3 clusters Score -5905342 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5906333.000000 Penalty: 5318.073730
	Iteration 7Q: 3 clusters Score -5906333 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5907843.500000 Penalty: 5318.073730
	Iteration 8F: 3 clusters Score -5907844 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5909836.500000 Penalty: 5318.073730
	Iteration 9F: 3 clusters Score -5909836 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5912254.500000 Penalty: 5318.073730
	Iteration 10F: 3 clusters Score -5912254 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5914585.000000 Penalty: 5318.073730
	Iteration 11F: 3 clusters Score -5914585 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5916012.500000 Penalty: 5318.073730
	Iteration 12Q: 3 clusters Score -5916012 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -5916653.500000 Penalty: 5318.073730
	Iteration 13Q: 3 clusters Score -5916654 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5916988.000000 Penalty: 5318.073730
	Iteration 14Q: 3 clusters Score -5916988 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5917310.500000 Penalty: 5318.073730
	Iteration 15Q: 3 clusters Score -5917310 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5917541.000000 Penalty: 5318.073730
	Iteration 16Q: 3 clusters Score -5917541 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5917750.500000 Penalty: 5318.073730
	Iteration 17Q: 3 clusters Score -5917750 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5917923.500000 Penalty: 5318.073730
	Iteration 18Q: 3 clusters Score -5917924 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5918089.000000 Penalty: 5318.073730
	Iteration 19Q: 3 clusters Score -5918089 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -5918234.500000 Penalty: 5318.073730
	Iteration 20F: 3 clusters Score -5918234 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5918376.500000 Penalty: 5318.073730
	Iteration 21Q: 3 clusters Score -5918376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5918485.000000 Penalty: 5318.073730
	Iteration 22Q: 3 clusters Score -5918485 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5918557.000000 Penalty: 5318.073730
	Iteration 23Q: 3 clusters Score -5918557 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5918643.500000 Penalty: 5318.073730
	Iteration 24Q: 3 clusters Score -5918644 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5918706.500000 Penalty: 5318.073730
	Iteration 25Q: 3 clusters Score -5918706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5918756.000000 Penalty: 5318.073730
	Iteration 26Q: 3 clusters Score -5918756 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5918806.000000 Penalty: 5318.073730
	Iteration 27Q: 3 clusters Score -5918806 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5918875.000000 Penalty: 5318.073730
	Iteration 28Q: 3 clusters Score -5918875 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5918909.500000 Penalty: 5318.073730
	Iteration 29Q: 3 clusters Score -5918910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5918959.500000 Penalty: 5318.073730
	Iteration 30Q: 3 clusters Score -5918960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5919039.500000 Penalty: 5318.073730
	Iteration 31Q: 3 clusters Score -5919040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5919056.000000 Penalty: 5318.073730
	Iteration 32Q: 3 clusters Score -5919056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5919116.500000 Penalty: 5318.073730
	Iteration 33Q: 3 clusters Score -5919116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5919159.500000 Penalty: 5318.073730
	Iteration 34Q: 3 clusters Score -5919160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5919199.000000 Penalty: 5318.073730
	Iteration 35Q: 3 clusters Score -5919199 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5919216.000000 Penalty: 5318.073730
	Iteration 36Q: 3 clusters Score -5919216 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5919246.000000 Penalty: 5318.073730
	Iteration 37Q: 3 clusters Score -5919246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5919257.500000 Penalty: 5318.073730
	Iteration 38Q: 3 clusters Score -5919258 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5919290.000000 Penalty: 5318.073730
	Iteration 39Q: 3 clusters Score -5919290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5919313.500000 Penalty: 5318.073730
	Iteration 40F: 3 clusters Score -5919314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5919331.500000 Penalty: 5318.073730
	Iteration 41Q: 3 clusters Score -5919332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5919350.500000 Penalty: 5318.073730
	Iteration 42Q: 3 clusters Score -5919350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5919374.000000 Penalty: 5318.073730
	Iteration 43Q: 3 clusters Score -5919374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5919388.500000 Penalty: 5318.073730
	Iteration 44Q: 3 clusters Score -5919388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5919402.500000 Penalty: 5318.073730
	Iteration 45Q: 3 clusters Score -5919402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5919414.500000 Penalty: 5318.073730
	Iteration 46Q: 3 clusters Score -5919414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5919434.000000 Penalty: 5318.073730
	Iteration 47Q: 3 clusters Score -5919434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5919458.500000 Penalty: 5318.073730
	Iteration 48Q: 3 clusters Score -5919458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5919459.000000 Penalty: 5318.073730
	Iteration 49Q: 3 clusters Score -5919459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5919468.500000 Penalty: 5318.073730
	Iteration 50Q: 3 clusters Score -5919468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5919471.000000 Penalty: 5318.073730
	Iteration 51Q: 3 clusters Score -5919471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5919487.000000 Penalty: 5318.073730
	Iteration 52Q: 3 clusters Score -5919487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5919495.000000 Penalty: 5318.073730
	Iteration 53Q: 3 clusters Score -5919495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5919495.500000 Penalty: 5318.073730
	Iteration 54Q: 3 clusters Score -5919496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5919512.000000 Penalty: 5318.073730
	Iteration 55Q: 3 clusters Score -5919512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5919502.000000 Penalty: 5318.073730
	Iteration 56Q: 3 clusters Score -5919502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5919509.000000 Penalty: 5318.073730
	Iteration 57Q: 3 clusters Score -5919509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5919507.500000 Penalty: 5318.073730
	Iteration 58Q: 3 clusters Score -5919508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5919511.500000 Penalty: 5318.073730
	Iteration 59Q: 3 clusters Score -5919512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5919516.500000 Penalty: 5318.073730
	Iteration 60F: 3 clusters Score -5919516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5919511.000000 Penalty: 5318.073730
	Iteration 61Q: 3 clusters Score -5919511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5919514.000000 Penalty: 5318.073730
	Iteration 62Q: 3 clusters Score -5919514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5919514.500000 Penalty: 5318.073730
	Iteration 63Q: 3 clusters Score -5919514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5919522.000000 Penalty: 5318.073730
	Iteration 64Q: 3 clusters Score -5919522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5919525.000000 Penalty: 5318.073730
	Iteration 65Q: 3 clusters Score -5919525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5919523.500000 Penalty: 5318.073730
	Iteration 66Q: 3 clusters Score -5919524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5919520.500000 Penalty: 5318.073730
	Iteration 67Q: 3 clusters Score -5919520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5919521.000000 Penalty: 5318.073730
	Iteration 68Q: 3 clusters Score -5919521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5919520.000000 Penalty: 5318.073730
	Iteration 69Q: 3 clusters Score -5919520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5919515.000000 Penalty: 5318.073730
	Iteration 70Q: 3 clusters Score -5919515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5919521.500000 Penalty: 5318.073730
	Iteration 71Q: 3 clusters Score -5919522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5919521.500000 Penalty: 5318.073730
	Iteration 72F: 3 clusters Score -5919522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84980.171875 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -84980.17 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85367.867188 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85367.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85771.273438 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85771.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86154.484375 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -86154.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86776.148438 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -86776.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86947.335938 Penalty: 3308.700195
	Iteration 5F: 3 clusters Score -86947.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87048.343750 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -87048.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87101.570312 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -87101.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -87120.726562 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -87120.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -87129.445312 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87129.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87141.632812 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87141.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87151.500000 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87165.000000 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87185.171875 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87185.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87192.171875 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -87192.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87194.804688 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -87194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87196.953125 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -87196.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87201.007812 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -87201.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87206.601562 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -87206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87214.070312 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -87214.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87216.468750 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -87216.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197713 members 
Mstep: Class 2 contains 203478 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 180963 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143067 members 
Mstep: Class 8 contains 204581 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 31170 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171100 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166403840.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166405152.000000 to -166403840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -970301.750000 Penalty: 2212.918457
	Iteration 0F: 2 clusters Score -970301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -964215.625000 Penalty: 4425.836914
	Iteration 0F: 3 clusters Score -964215.6 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -965778.812500 Penalty: 4425.836914
	Iteration 1F: 3 clusters Score -965778.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -966076.875000 Penalty: 4425.836914
	Iteration 2F: 3 clusters Score -966076.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -966321.250000 Penalty: 4425.836914
	Iteration 3F: 3 clusters Score -966321.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -966591.187500 Penalty: 4425.836914
	Iteration 4F: 3 clusters Score -966591.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -966862.750000 Penalty: 4425.836914
	Iteration 5F: 3 clusters Score -966862.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -967158.000000 Penalty: 4425.836914
	Iteration 6F: 3 clusters Score -967158 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -967451.687500 Penalty: 4425.836914
	Iteration 7F: 3 clusters Score -967451.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -967739.062500 Penalty: 4425.836914
	Iteration 8Q: 3 clusters Score -967739.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -968027.875000 Penalty: 4425.836914
	Iteration 9Q: 3 clusters Score -968027.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -968326.750000 Penalty: 4425.836914
	Iteration 10Q: 3 clusters Score -968326.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -968552.750000 Penalty: 4425.836914
	Iteration 11Q: 3 clusters Score -968552.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -968691.375000 Penalty: 4425.836914
	Iteration 12Q: 3 clusters Score -968691.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -968769.437500 Penalty: 4425.836914
	Iteration 13Q: 3 clusters Score -968769.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -968811.562500 Penalty: 4425.836914
	Iteration 14Q: 3 clusters Score -968811.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -968826.500000 Penalty: 4425.836914
	Iteration 15Q: 3 clusters Score -968826.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -968838.812500 Penalty: 4425.836914
	Iteration 16Q: 3 clusters Score -968838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -968846.937500 Penalty: 4425.836914
	Iteration 17Q: 3 clusters Score -968846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -968852.875000 Penalty: 4425.836914
	Iteration 18Q: 3 clusters Score -968852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -968857.375000 Penalty: 4425.836914
	Iteration 19Q: 3 clusters Score -968857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -968858.562500 Penalty: 4425.836914
	Iteration 20F: 3 clusters Score -968858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -968858.750000 Penalty: 4425.836914
	Iteration 21Q: 3 clusters Score -968858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -968860.125000 Penalty: 4425.836914
	Iteration 22Q: 3 clusters Score -968860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -968858.812500 Penalty: 4425.836914
	Iteration 23Q: 3 clusters Score -968858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -968862.312500 Penalty: 4425.836914
	Iteration 24Q: 3 clusters Score -968862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -968860.687500 Penalty: 4425.836914
	Iteration 25Q: 3 clusters Score -968860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -968862.187500 Penalty: 4425.836914
	Iteration 26Q: 3 clusters Score -968862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -968861.937500 Penalty: 4425.836914
	Iteration 27Q: 3 clusters Score -968861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -968861.937500 Penalty: 4425.836914
	Iteration 28F: 3 clusters Score -968861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -934197.125000 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -934197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -928324.562500 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -928324.6 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -930045.187500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -930045.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -930428.875000 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -930428.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -930758.062500 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -930758.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -931019.687500 Penalty: 4410.121094
	Iteration 4F: 3 clusters Score -931019.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -931263.562500 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -931263.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -931469.437500 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -931469.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -931651.437500 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -931651.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -931835.125000 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -931835.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -931996.812500 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -931996.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -932144.250000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -932144.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -932288.062500 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -932288.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -932381.125000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -932381.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -932443.375000 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -932443.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -932488.625000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -932488.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -932517.812500 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -932517.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -932538.375000 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -932538.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -932561.250000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -932561.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -932568.312500 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -932568.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -932580.187500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -932580.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -932596.812500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -932596.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -932610.062500 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -932610.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -932619.937500 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -932619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -932627.312500 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -932627.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -932632.375000 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -932632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -932633.250000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -932633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -932637.750000 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -932637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -932639.812500 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -932639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -932643.000000 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -932643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -932648.437500 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -932648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -932653.937500 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -932653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -932658.750000 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -932658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -932662.312500 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -932662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -932662.937500 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -932662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -932662.312500 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -932662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -932662.750000 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -932662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -932664.187500 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -932664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -932664.250000 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -932664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -932663.875000 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -932663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -932664.375000 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -932664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -932664.375000 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -932664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -932665.000000 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -932665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -932666.437500 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -932666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -932666.062500 Penalty: 4410.121094
	Iteration 43Q: 3 clusters Score -932666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -932667.875000 Penalty: 4410.121094
	Iteration 44Q: 3 clusters Score -932667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -932666.812500 Penalty: 4410.121094
	Iteration 45Q: 3 clusters Score -932666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -932670.437500 Penalty: 4410.121094
	Iteration 46Q: 3 clusters Score -932670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -932671.812500 Penalty: 4410.121094
	Iteration 47Q: 3 clusters Score -932671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -932674.187500 Penalty: 4410.121094
	Iteration 48Q: 3 clusters Score -932674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -932675.687500 Penalty: 4410.121094
	Iteration 49Q: 3 clusters Score -932675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -932675.500000 Penalty: 4410.121094
	Iteration 50Q: 3 clusters Score -932675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -932675.500000 Penalty: 4410.121094
	Iteration 51F: 3 clusters Score -932675.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -229424.718750 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -229424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226922.218750 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -226922.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -227532.937500 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -227532.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -227859.781250 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -227859.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -228181.468750 Penalty: 3751.089844
	Iteration 3F: 3 clusters Score -228181.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -228528.078125 Penalty: 3751.089844
	Iteration 4F: 3 clusters Score -228528.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228786.312500 Penalty: 3751.089844
	Iteration 5F: 3 clusters Score -228786.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -228927.828125 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -228927.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229023.890625 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -229023.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229083.625000 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -229083.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -229141.546875 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -229141.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -229203.796875 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -229203.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -229260.812500 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -229260.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -229278.562500 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -229278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -229292.187500 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -229292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229304.765625 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -229304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -229310.109375 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -229310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229311.125000 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -229311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229311.125000 Penalty: 3751.089844
	Iteration 17F: 3 clusters Score -229311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2553232.000000 Penalty: 2454.983643
	Iteration 0F: 2 clusters Score -2553232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2539086.250000 Penalty: 4909.967285
	Iteration 0F: 3 clusters Score -2539086 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2543839.250000 Penalty: 4909.967285
	Iteration 1F: 3 clusters Score -2543839 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2544196.000000 Penalty: 4909.967285
	Iteration 2F: 3 clusters Score -2544196 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2544459.750000 Penalty: 4909.967285
	Iteration 3Q: 3 clusters Score -2544460 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2544610.750000 Penalty: 4909.967285
	Iteration 4Q: 3 clusters Score -2544611 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2544742.500000 Penalty: 4909.967285
	Iteration 5Q: 3 clusters Score -2544742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2544831.250000 Penalty: 4909.967285
	Iteration 6Q: 3 clusters Score -2544831 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2544909.250000 Penalty: 4909.967285
	Iteration 7Q: 3 clusters Score -2544909 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2544989.500000 Penalty: 4909.967285
	Iteration 8Q: 3 clusters Score -2544990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2545048.500000 Penalty: 4909.967285
	Iteration 9Q: 3 clusters Score -2545048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2545095.500000 Penalty: 4909.967285
	Iteration 10Q: 3 clusters Score -2545096 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2545146.000000 Penalty: 4909.967285
	Iteration 11Q: 3 clusters Score -2545146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2545184.750000 Penalty: 4909.967285
	Iteration 12Q: 3 clusters Score -2545185 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2545215.500000 Penalty: 4909.967285
	Iteration 13Q: 3 clusters Score -2545216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2545249.250000 Penalty: 4909.967285
	Iteration 14Q: 3 clusters Score -2545249 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2545295.250000 Penalty: 4909.967285
	Iteration 15Q: 3 clusters Score -2545295 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2545328.500000 Penalty: 4909.967285
	Iteration 16Q: 3 clusters Score -2545328 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2545374.250000 Penalty: 4909.967285
	Iteration 17Q: 3 clusters Score -2545374 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2545429.500000 Penalty: 4909.967285
	Iteration 18Q: 3 clusters Score -2545430 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2545498.500000 Penalty: 4909.967285
	Iteration 19Q: 3 clusters Score -2545498 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2545572.500000 Penalty: 4909.967285
	Iteration 20F: 3 clusters Score -2545572 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2545676.250000 Penalty: 4909.967285
	Iteration 21Q: 3 clusters Score -2545676 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2545806.500000 Penalty: 4909.967285
	Iteration 22Q: 3 clusters Score -2545806 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2545997.000000 Penalty: 4909.967285
	Iteration 23Q: 3 clusters Score -2545997 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2546280.250000 Penalty: 4909.967285
	Iteration 24Q: 3 clusters Score -2546280 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2546710.750000 Penalty: 4909.967285
	Iteration 25Q: 3 clusters Score -2546711 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2547339.500000 Penalty: 4909.967285
	Iteration 26Q: 3 clusters Score -2547340 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2548222.500000 Penalty: 4909.967285
	Iteration 27Q: 3 clusters Score -2548222 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2549105.500000 Penalty: 4909.967285
	Iteration 28Q: 3 clusters Score -2549106 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2549744.750000 Penalty: 4909.967285
	Iteration 29Q: 3 clusters Score -2549745 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2550109.250000 Penalty: 4909.967285
	Iteration 30Q: 3 clusters Score -2550109 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2550318.250000 Penalty: 4909.967285
	Iteration 31Q: 3 clusters Score -2550318 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2550468.000000 Penalty: 4909.967285
	Iteration 32Q: 3 clusters Score -2550468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2550559.250000 Penalty: 4909.967285
	Iteration 33Q: 3 clusters Score -2550559 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2550627.750000 Penalty: 4909.967285
	Iteration 34Q: 3 clusters Score -2550628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2550671.750000 Penalty: 4909.967285
	Iteration 35Q: 3 clusters Score -2550672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2550704.250000 Penalty: 4909.967285
	Iteration 36Q: 3 clusters Score -2550704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2550725.250000 Penalty: 4909.967285
	Iteration 37Q: 3 clusters Score -2550725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2550742.750000 Penalty: 4909.967285
	Iteration 38Q: 3 clusters Score -2550743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2550746.250000 Penalty: 4909.967285
	Iteration 39Q: 3 clusters Score -2550746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2550760.750000 Penalty: 4909.967285
	Iteration 40F: 3 clusters Score -2550761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2550766.000000 Penalty: 4909.967285
	Iteration 41Q: 3 clusters Score -2550766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2550766.500000 Penalty: 4909.967285
	Iteration 42Q: 3 clusters Score -2550766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2550769.500000 Penalty: 4909.967285
	Iteration 43Q: 3 clusters Score -2550770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2550774.500000 Penalty: 4909.967285
	Iteration 44Q: 3 clusters Score -2550774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2550777.500000 Penalty: 4909.967285
	Iteration 45Q: 3 clusters Score -2550778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2550778.000000 Penalty: 4909.967285
	Iteration 46Q: 3 clusters Score -2550778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2550782.250000 Penalty: 4909.967285
	Iteration 47Q: 3 clusters Score -2550782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2550782.250000 Penalty: 4909.967285
	Iteration 48Q: 3 clusters Score -2550782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2550782.000000 Penalty: 4909.967285
	Iteration 49Q: 3 clusters Score -2550782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2550782.250000 Penalty: 4909.967285
	Iteration 50Q: 3 clusters Score -2550782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2550786.250000 Penalty: 4909.967285
	Iteration 51Q: 3 clusters Score -2550786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2550788.750000 Penalty: 4909.967285
	Iteration 52Q: 3 clusters Score -2550789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2550786.750000 Penalty: 4909.967285
	Iteration 53Q: 3 clusters Score -2550787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2550786.750000 Penalty: 4909.967285
	Iteration 54F: 3 clusters Score -2550787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -549745.062500 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -549745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -545620.187500 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -545620.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -546603.875000 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -546603.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -546825.625000 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -546825.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -546950.000000 Penalty: 4158.296387
	Iteration 3Q: 3 clusters Score -546950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -547027.125000 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -547027.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -547094.687500 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -547094.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -547146.812500 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -547146.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -547198.000000 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -547198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -547259.750000 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -547259.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -547318.312500 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -547318.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -547379.875000 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -547379.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -547436.875000 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -547436.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -547482.062500 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -547482.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -547537.937500 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -547537.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -547596.125000 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -547596.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -547649.562500 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -547649.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -547703.000000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -547703 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -547751.812500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -547751.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -547795.750000 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -547795.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -547834.812500 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -547834.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -547881.687500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -547881.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -547917.750000 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -547917.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -547955.000000 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -547955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -547989.375000 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -547989.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -548026.312500 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -548026.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -548056.125000 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -548056.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -548083.000000 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -548083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -548104.750000 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -548104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -548122.750000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -548122.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -548141.250000 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -548141.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -548155.500000 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -548155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -548166.500000 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -548166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -548176.312500 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -548176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -548183.125000 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -548183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -548191.125000 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -548191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -548196.500000 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -548196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -548200.687500 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -548200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -548204.375000 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -548204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -548205.875000 Penalty: 4158.296387
	Iteration 38Q: 3 clusters Score -548205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -548205.875000 Penalty: 4158.296387
	Iteration 39F: 3 clusters Score -548205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197713 members 
Mstep: Class 2 contains 203478 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 180963 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143067 members 
Mstep: Class 8 contains 204581 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 31170 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171100 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405424.000000 Penalty: 76877.992188
Iteration 279Q: 23 clusters Score -1.664054e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197696 members 
Mstep: Class 2 contains 203496 members 
Mstep: Class 3 contains 30462 members 
Mstep: Class 4 contains 55652 members 
Mstep: Class 5 contains 180980 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143134 members 
Mstep: Class 8 contains 204561 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 31123 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171093 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45328 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405568.000000 Penalty: 76877.992188
Iteration 280F: 23 clusters Score -1.664056e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 203502 members 
Mstep: Class 3 contains 30459 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 181008 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143182 members 
Mstep: Class 8 contains 204544 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171101 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45321 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 281Q: 23 clusters Score -1.664057e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197644 members 
Mstep: Class 2 contains 203515 members 
Mstep: Class 3 contains 30461 members 
Mstep: Class 4 contains 55671 members 
Mstep: Class 5 contains 181063 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143216 members 
Mstep: Class 8 contains 204530 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 31030 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171084 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45313 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7511 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405552.000000 Penalty: 76877.992188
Iteration 282Q: 23 clusters Score -1.664056e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197645 members 
Mstep: Class 2 contains 203516 members 
Mstep: Class 3 contains 30457 members 
Mstep: Class 4 contains 55662 members 
Mstep: Class 5 contains 181121 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143242 members 
Mstep: Class 8 contains 204499 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 30994 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171081 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45308 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7512 members 
Mstep: Class 19 contains 7285 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 22 contains 19902 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405616.000000 Penalty: 76877.992188
Iteration 283Q: 23 clusters Score -1.664056e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 203521 members 
Mstep: Class 3 contains 30453 members 
Mstep: Class 4 contains 55675 members 
Mstep: Class 5 contains 181178 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143283 members 
Mstep: Class 8 contains 204484 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 30949 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171081 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45302 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 22 contains 19900 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 284Q: 23 clusters Score -1.664057e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197577 members 
Mstep: Class 2 contains 203528 members 
Mstep: Class 3 contains 30446 members 
Mstep: Class 4 contains 55679 members 
Mstep: Class 5 contains 181231 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143322 members 
Mstep: Class 8 contains 204463 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 30901 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171096 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45296 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405792.000000 Penalty: 76877.992188
Iteration 285Q: 23 clusters Score -1.664058e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197561 members 
Mstep: Class 2 contains 203526 members 
Mstep: Class 3 contains 30438 members 
Mstep: Class 4 contains 55679 members 
Mstep: Class 5 contains 181259 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143360 members 
Mstep: Class 8 contains 204441 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 30851 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171134 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45292 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19904 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405904.000000 Penalty: 76877.992188
Iteration 286Q: 23 clusters Score -1.664059e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197559 members 
Mstep: Class 2 contains 203516 members 
Mstep: Class 3 contains 30437 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 181282 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143401 members 
Mstep: Class 8 contains 204404 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171183 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45288 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19900 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 287Q: 23 clusters Score -1.664057e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197536 members 
Mstep: Class 2 contains 203518 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 55677 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143436 members 
Mstep: Class 8 contains 204387 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 30755 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171222 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45279 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19899 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405760.000000 Penalty: 76877.992188
Iteration 288Q: 23 clusters Score -1.664058e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197517 members 
Mstep: Class 2 contains 203514 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 55678 members 
Mstep: Class 5 contains 181284 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143485 members 
Mstep: Class 8 contains 204401 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 30708 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171252 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45263 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19903 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 289Q: 23 clusters Score -1.664057e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197508 members 
Mstep: Class 2 contains 203512 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 181293 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143532 members 
Mstep: Class 8 contains 204398 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 30651 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171260 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45263 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 290Q: 23 clusters Score -1.664057e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197494 members 
Mstep: Class 2 contains 203516 members 
Mstep: Class 3 contains 30435 members 
Mstep: Class 4 contains 55697 members 
Mstep: Class 5 contains 181295 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143562 members 
Mstep: Class 8 contains 204411 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 30603 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171276 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 291Q: 23 clusters Score -1.664057e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197466 members 
Mstep: Class 2 contains 203521 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 4 contains 55699 members 
Mstep: Class 5 contains 181280 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143615 members 
Mstep: Class 8 contains 204443 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 30540 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171308 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45248 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19886 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 292Q: 23 clusters Score -1.664057e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197446 members 
Mstep: Class 2 contains 203524 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 181271 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143661 members 
Mstep: Class 8 contains 204483 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 30482 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171321 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45234 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19878 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405952.000000 Penalty: 76877.992188
Iteration 293Q: 23 clusters Score -1.66406e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197444 members 
Mstep: Class 2 contains 203539 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 4 contains 55709 members 
Mstep: Class 5 contains 181274 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143702 members 
Mstep: Class 8 contains 204517 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 30428 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171302 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45214 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405968.000000 Penalty: 76877.992188
Iteration 294Q: 23 clusters Score -1.66406e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197440 members 
Mstep: Class 2 contains 203538 members 
Mstep: Class 3 contains 30433 members 
Mstep: Class 4 contains 55716 members 
Mstep: Class 5 contains 181309 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143745 members 
Mstep: Class 8 contains 204515 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 30368 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171308 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45201 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19861 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405872.000000 Penalty: 76877.992188
Iteration 295Q: 23 clusters Score -1.664059e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197459 members 
Mstep: Class 2 contains 203552 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 55718 members 
Mstep: Class 5 contains 181362 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143768 members 
Mstep: Class 8 contains 204478 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 30308 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171333 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45179 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19850 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405840.000000 Penalty: 76877.992188
Iteration 296Q: 23 clusters Score -1.664058e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197481 members 
Mstep: Class 2 contains 203560 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 55723 members 
Mstep: Class 5 contains 181392 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143802 members 
Mstep: Class 8 contains 204438 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 30252 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171370 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45164 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 22 contains 19837 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405840.000000 Penalty: 76877.992188
Iteration 297Q: 23 clusters Score -1.664058e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197516 members 
Mstep: Class 2 contains 203574 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 55725 members 
Mstep: Class 5 contains 181419 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143824 members 
Mstep: Class 8 contains 204411 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 30194 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171377 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45149 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405824.000000 Penalty: 76877.992188
Iteration 298Q: 23 clusters Score -1.664058e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197522 members 
Mstep: Class 2 contains 203585 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 55729 members 
Mstep: Class 5 contains 181448 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143837 members 
Mstep: Class 8 contains 204401 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 30142 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171388 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45137 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7505 members 
Mstep: Class 19 contains 7281 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19829 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406032.000000 Penalty: 76877.992188
Iteration 299Q: 23 clusters Score -1.66406e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197516 members 
Mstep: Class 2 contains 203588 members 
Mstep: Class 3 contains 30425 members 
Mstep: Class 4 contains 55733 members 
Mstep: Class 5 contains 181477 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143851 members 
Mstep: Class 8 contains 204411 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 30095 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171398 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45129 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406096.000000 Penalty: 76877.992188
Iteration 300F: 23 clusters Score -1.664061e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197518 members 
Mstep: Class 2 contains 203598 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 55732 members 
Mstep: Class 5 contains 181483 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143869 members 
Mstep: Class 8 contains 204398 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 30054 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171432 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7502 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19820 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406224.000000 Penalty: 76877.992188
Iteration 301Q: 23 clusters Score -1.664062e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197506 members 
Mstep: Class 2 contains 203607 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 55737 members 
Mstep: Class 5 contains 181461 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143886 members 
Mstep: Class 8 contains 204412 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 30006 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171465 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19821 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406496.000000 Penalty: 76877.992188
Iteration 302Q: 23 clusters Score -1.664065e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 203611 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 55745 members 
Mstep: Class 5 contains 181440 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143901 members 
Mstep: Class 8 contains 204452 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 29957 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171500 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45097 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7502 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19814 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406464.000000 Penalty: 76877.992188
Iteration 303Q: 23 clusters Score -1.664065e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197476 members 
Mstep: Class 2 contains 203613 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 55746 members 
Mstep: Class 5 contains 181431 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143924 members 
Mstep: Class 8 contains 204481 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 29891 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171535 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45084 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19811 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406432.000000 Penalty: 76877.992188
Iteration 304Q: 23 clusters Score -1.664064e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197437 members 
Mstep: Class 2 contains 203631 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 55753 members 
Mstep: Class 5 contains 181432 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143948 members 
Mstep: Class 8 contains 204504 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 29826 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171591 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45068 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7501 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19802 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406368.000000 Penalty: 76877.992188
Iteration 305Q: 23 clusters Score -1.664064e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197429 members 
Mstep: Class 2 contains 203649 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 55747 members 
Mstep: Class 5 contains 181408 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 143989 members 
Mstep: Class 8 contains 204532 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 29766 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171609 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45056 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19799 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406448.000000 Penalty: 76877.992188
Iteration 306Q: 23 clusters Score -1.664064e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197425 members 
Mstep: Class 2 contains 203665 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 55752 members 
Mstep: Class 5 contains 181385 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144020 members 
Mstep: Class 8 contains 204520 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 29706 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171672 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45047 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406400.000000 Penalty: 76877.992188
Iteration 307Q: 23 clusters Score -1.664064e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197407 members 
Mstep: Class 2 contains 203666 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 55756 members 
Mstep: Class 5 contains 181374 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144050 members 
Mstep: Class 8 contains 204559 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 29649 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171712 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45034 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7493 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19770 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406192.000000 Penalty: 76877.992188
Iteration 308Q: 23 clusters Score -1.664062e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197384 members 
Mstep: Class 2 contains 203678 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 55762 members 
Mstep: Class 5 contains 181357 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144079 members 
Mstep: Class 8 contains 204605 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 29596 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171724 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19768 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406320.000000 Penalty: 76877.992188
Iteration 309Q: 23 clusters Score -1.664063e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197340 members 
Mstep: Class 2 contains 203670 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 55772 members 
Mstep: Class 5 contains 181365 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144100 members 
Mstep: Class 8 contains 204662 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 29540 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171754 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 45008 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 7360 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19760 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406336.000000 Penalty: 76877.992188
Iteration 310Q: 23 clusters Score -1.664063e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197294 members 
Mstep: Class 2 contains 203674 members 
Mstep: Class 3 contains 30413 members 
Mstep: Class 4 contains 55772 members 
Mstep: Class 5 contains 181373 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144135 members 
Mstep: Class 8 contains 204722 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 29488 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171745 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 44994 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406336.000000 Penalty: 76877.992188
Iteration 311Q: 23 clusters Score -1.664063e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 203679 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 55782 members 
Mstep: Class 5 contains 181362 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144167 members 
Mstep: Class 8 contains 204807 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 29429 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171745 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 44985 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19751 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406320.000000 Penalty: 76877.992188
Iteration 312Q: 23 clusters Score -1.664063e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197174 members 
Mstep: Class 2 contains 203690 members 
Mstep: Class 3 contains 30405 members 
Mstep: Class 4 contains 55778 members 
Mstep: Class 5 contains 181353 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144208 members 
Mstep: Class 8 contains 204899 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 29371 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171744 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 44979 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406032.000000 Penalty: 76877.992188
Iteration 313Q: 23 clusters Score -1.66406e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197137 members 
Mstep: Class 2 contains 203703 members 
Mstep: Class 3 contains 30399 members 
Mstep: Class 4 contains 55782 members 
Mstep: Class 5 contains 181374 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144240 members 
Mstep: Class 8 contains 204952 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 29318 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171728 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 44970 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7485 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405888.000000 Penalty: 76877.992188
Iteration 314Q: 23 clusters Score -1.664059e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197114 members 
Mstep: Class 2 contains 203698 members 
Mstep: Class 3 contains 30396 members 
Mstep: Class 4 contains 55792 members 
Mstep: Class 5 contains 181427 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144263 members 
Mstep: Class 8 contains 204941 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 29274 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171731 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19736 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406112.000000 Penalty: 76877.992188
Iteration 315Q: 23 clusters Score -1.664061e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 203692 members 
Mstep: Class 3 contains 30396 members 
Mstep: Class 4 contains 55803 members 
Mstep: Class 5 contains 181468 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144287 members 
Mstep: Class 8 contains 204934 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 29228 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171757 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44956 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7478 members 
Mstep: Class 19 contains 7413 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406192.000000 Penalty: 76877.992188
Iteration 316Q: 23 clusters Score -1.664062e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197046 members 
Mstep: Class 2 contains 203683 members 
Mstep: Class 3 contains 30401 members 
Mstep: Class 4 contains 55800 members 
Mstep: Class 5 contains 181523 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144293 members 
Mstep: Class 8 contains 204956 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171765 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44953 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19719 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406272.000000 Penalty: 76877.992188
Iteration 317Q: 23 clusters Score -1.664063e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197006 members 
Mstep: Class 2 contains 203689 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 55801 members 
Mstep: Class 5 contains 181563 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144294 members 
Mstep: Class 8 contains 204983 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 29154 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171768 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44943 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19721 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406288.000000 Penalty: 76877.992188
Iteration 318Q: 23 clusters Score -1.664063e+08 nChanged 505
Entering ConstructFrom: 
Score: -166406288.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (196979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196979 members 
Entering Unmasked Estep 
Score: -25241644.000000 Penalty: 3023.331299
	Iteration 0F: 2 clusters Score -2.524164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -25112540.000000 Penalty: 6046.662598
	Iteration 0F: 3 clusters Score -2.511254e+07 nChanged 94879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -25169226.000000 Penalty: 6046.662598
	Iteration 1F: 3 clusters Score -2.516923e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -25171546.000000 Penalty: 6046.662598
	Iteration 2Q: 3 clusters Score -2.517155e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -25174906.000000 Penalty: 6046.662598
	Iteration 3Q: 3 clusters Score -2.517491e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -25180790.000000 Penalty: 6046.662598
	Iteration 4F: 3 clusters Score -2.518079e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -25191306.000000 Penalty: 6046.662598
	Iteration 5F: 3 clusters Score -2.519131e+07 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -25206538.000000 Penalty: 6046.662598
	Iteration 6F: 3 clusters Score -2.520654e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -25221786.000000 Penalty: 6046.662598
	Iteration 7F: 3 clusters Score -2.522179e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -25229098.000000 Penalty: 6046.662598
	Iteration 8F: 3 clusters Score -2.52291e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -25231868.000000 Penalty: 6046.662598
	Iteration 9Q: 3 clusters Score -2.523187e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -25233234.000000 Penalty: 6046.662598
	Iteration 10Q: 3 clusters Score -2.523323e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130736 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -25234148.000000 Penalty: 6046.662598
	Iteration 11Q: 3 clusters Score -2.523415e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -25234902.000000 Penalty: 6046.662598
	Iteration 12Q: 3 clusters Score -2.52349e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132682 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -25235346.000000 Penalty: 6046.662598
	Iteration 13Q: 3 clusters Score -2.523535e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133672 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -25235684.000000 Penalty: 6046.662598
	Iteration 14Q: 3 clusters Score -2.523568e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -25236010.000000 Penalty: 6046.662598
	Iteration 15Q: 3 clusters Score -2.523601e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135652 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -25236282.000000 Penalty: 6046.662598
	Iteration 16Q: 3 clusters Score -2.523628e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -25236538.000000 Penalty: 6046.662598
	Iteration 17Q: 3 clusters Score -2.523654e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137670 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -25236916.000000 Penalty: 6046.662598
	Iteration 18Q: 3 clusters Score -2.523692e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -25237232.000000 Penalty: 6046.662598
	Iteration 19Q: 3 clusters Score -2.523723e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -25237428.000000 Penalty: 6046.662598
	Iteration 20F: 3 clusters Score -2.523743e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -25237710.000000 Penalty: 6046.662598
	Iteration 21Q: 3 clusters Score -2.523771e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -25237868.000000 Penalty: 6046.662598
	Iteration 22Q: 3 clusters Score -2.523787e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -25238064.000000 Penalty: 6046.662598
	Iteration 23Q: 3 clusters Score -2.523806e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -25238210.000000 Penalty: 6046.662598
	Iteration 24Q: 3 clusters Score -2.523821e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144576 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -25238372.000000 Penalty: 6046.662598
	Iteration 25Q: 3 clusters Score -2.523837e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -25238526.000000 Penalty: 6046.662598
	Iteration 26Q: 3 clusters Score -2.523853e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -25238582.000000 Penalty: 6046.662598
	Iteration 27Q: 3 clusters Score -2.523858e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -25238738.000000 Penalty: 6046.662598
	Iteration 28Q: 3 clusters Score -2.523874e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -25238832.000000 Penalty: 6046.662598
	Iteration 29Q: 3 clusters Score -2.523883e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -25238984.000000 Penalty: 6046.662598
	Iteration 30Q: 3 clusters Score -2.523898e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -25239020.000000 Penalty: 6046.662598
	Iteration 31Q: 3 clusters Score -2.523902e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -25239198.000000 Penalty: 6046.662598
	Iteration 32Q: 3 clusters Score -2.52392e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -25239300.000000 Penalty: 6046.662598
	Iteration 33Q: 3 clusters Score -2.52393e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -25239432.000000 Penalty: 6046.662598
	Iteration 34Q: 3 clusters Score -2.523943e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -25239506.000000 Penalty: 6046.662598
	Iteration 35Q: 3 clusters Score -2.523951e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -25239602.000000 Penalty: 6046.662598
	Iteration 36Q: 3 clusters Score -2.52396e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -25239682.000000 Penalty: 6046.662598
	Iteration 37Q: 3 clusters Score -2.523968e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -25239796.000000 Penalty: 6046.662598
	Iteration 38Q: 3 clusters Score -2.52398e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -25239862.000000 Penalty: 6046.662598
	Iteration 39Q: 3 clusters Score -2.523986e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -25239964.000000 Penalty: 6046.662598
	Iteration 40F: 3 clusters Score -2.523996e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -25240004.000000 Penalty: 6046.662598
	Iteration 41Q: 3 clusters Score -2.524e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -25240052.000000 Penalty: 6046.662598
	Iteration 42Q: 3 clusters Score -2.524005e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -25240182.000000 Penalty: 6046.662598
	Iteration 43Q: 3 clusters Score -2.524018e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -25240304.000000 Penalty: 6046.662598
	Iteration 44Q: 3 clusters Score -2.52403e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157714 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -25240326.000000 Penalty: 6046.662598
	Iteration 45Q: 3 clusters Score -2.524033e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -25240338.000000 Penalty: 6046.662598
	Iteration 46Q: 3 clusters Score -2.524034e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -25240366.000000 Penalty: 6046.662598
	Iteration 47Q: 3 clusters Score -2.524037e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -25240460.000000 Penalty: 6046.662598
	Iteration 48Q: 3 clusters Score -2.524046e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -25240552.000000 Penalty: 6046.662598
	Iteration 49Q: 3 clusters Score -2.524055e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -25240632.000000 Penalty: 6046.662598
	Iteration 50Q: 3 clusters Score -2.524063e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160252 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -25240682.000000 Penalty: 6046.662598
	Iteration 51Q: 3 clusters Score -2.524068e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -25240720.000000 Penalty: 6046.662598
	Iteration 52Q: 3 clusters Score -2.524072e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -25240750.000000 Penalty: 6046.662598
	Iteration 53Q: 3 clusters Score -2.524075e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161362 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -25240754.000000 Penalty: 6046.662598
	Iteration 54Q: 3 clusters Score -2.524075e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -25240798.000000 Penalty: 6046.662598
	Iteration 55Q: 3 clusters Score -2.52408e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162031 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -25240900.000000 Penalty: 6046.662598
	Iteration 56Q: 3 clusters Score -2.52409e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162339 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -25240918.000000 Penalty: 6046.662598
	Iteration 57Q: 3 clusters Score -2.524092e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162655 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -25240966.000000 Penalty: 6046.662598
	Iteration 58Q: 3 clusters Score -2.524097e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -25240982.000000 Penalty: 6046.662598
	Iteration 59Q: 3 clusters Score -2.524098e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -25240962.000000 Penalty: 6046.662598
	Iteration 60F: 3 clusters Score -2.524096e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -25241014.000000 Penalty: 6046.662598
	Iteration 61Q: 3 clusters Score -2.524101e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -25241000.000000 Penalty: 6046.662598
	Iteration 62Q: 3 clusters Score -2.5241e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -25241006.000000 Penalty: 6046.662598
	Iteration 63Q: 3 clusters Score -2.524101e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164556 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -25241054.000000 Penalty: 6046.662598
	Iteration 64Q: 3 clusters Score -2.524105e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -25241118.000000 Penalty: 6046.662598
	Iteration 65Q: 3 clusters Score -2.524112e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165205 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -25241166.000000 Penalty: 6046.662598
	Iteration 66Q: 3 clusters Score -2.524117e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165503 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -25241180.000000 Penalty: 6046.662598
	Iteration 67Q: 3 clusters Score -2.524118e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -25241186.000000 Penalty: 6046.662598
	Iteration 68Q: 3 clusters Score -2.524119e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -25241162.000000 Penalty: 6046.662598
	Iteration 69Q: 3 clusters Score -2.524116e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -25241166.000000 Penalty: 6046.662598
	Iteration 70Q: 3 clusters Score -2.524117e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -25241162.000000 Penalty: 6046.662598
	Iteration 71Q: 3 clusters Score -2.524116e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -25241254.000000 Penalty: 6046.662598
	Iteration 72Q: 3 clusters Score -2.524125e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -25241244.000000 Penalty: 6046.662598
	Iteration 73Q: 3 clusters Score -2.524124e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -25241194.000000 Penalty: 6046.662598
	Iteration 74Q: 3 clusters Score -2.524119e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167761 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -25241260.000000 Penalty: 6046.662598
	Iteration 75Q: 3 clusters Score -2.524126e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -25241276.000000 Penalty: 6046.662598
	Iteration 76Q: 3 clusters Score -2.524128e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168221 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -25241308.000000 Penalty: 6046.662598
	Iteration 77Q: 3 clusters Score -2.524131e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -25241418.000000 Penalty: 6046.662598
	Iteration 78Q: 3 clusters Score -2.524142e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -25241496.000000 Penalty: 6046.662598
	Iteration 79Q: 3 clusters Score -2.52415e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -25241474.000000 Penalty: 6046.662598
	Iteration 80F: 3 clusters Score -2.524147e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -25241510.000000 Penalty: 6046.662598
	Iteration 81Q: 3 clusters Score -2.524151e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -25241460.000000 Penalty: 6046.662598
	Iteration 82Q: 3 clusters Score -2.524146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -25241480.000000 Penalty: 6046.662598
	Iteration 83Q: 3 clusters Score -2.524148e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -25241440.000000 Penalty: 6046.662598
	Iteration 84Q: 3 clusters Score -2.524144e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -25241428.000000 Penalty: 6046.662598
	Iteration 85Q: 3 clusters Score -2.524143e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -25241464.000000 Penalty: 6046.662598
	Iteration 86Q: 3 clusters Score -2.524146e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170425 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -25241516.000000 Penalty: 6046.662598
	Iteration 87Q: 3 clusters Score -2.524152e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -25241538.000000 Penalty: 6046.662598
	Iteration 88Q: 3 clusters Score -2.524154e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -25241574.000000 Penalty: 6046.662598
	Iteration 89Q: 3 clusters Score -2.524157e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -25241572.000000 Penalty: 6046.662598
	Iteration 90Q: 3 clusters Score -2.524157e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -25241588.000000 Penalty: 6046.662598
	Iteration 91Q: 3 clusters Score -2.524159e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -25241622.000000 Penalty: 6046.662598
	Iteration 92Q: 3 clusters Score -2.524162e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -25241580.000000 Penalty: 6046.662598
	Iteration 93Q: 3 clusters Score -2.524158e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -25241552.000000 Penalty: 6046.662598
	Iteration 94Q: 3 clusters Score -2.524155e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -25241504.000000 Penalty: 6046.662598
	Iteration 95Q: 3 clusters Score -2.52415e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172736 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -25241528.000000 Penalty: 6046.662598
	Iteration 96Q: 3 clusters Score -2.524153e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -25241524.000000 Penalty: 6046.662598
	Iteration 97Q: 3 clusters Score -2.524152e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -25241532.000000 Penalty: 6046.662598
	Iteration 98Q: 3 clusters Score -2.524153e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -25241520.000000 Penalty: 6046.662598
	Iteration 99Q: 3 clusters Score -2.524152e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -25241484.000000 Penalty: 6046.662598
	Iteration 100F: 3 clusters Score -2.524148e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174068 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -25241478.000000 Penalty: 6046.662598
	Iteration 101Q: 3 clusters Score -2.524148e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174359 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -25241570.000000 Penalty: 6046.662598
	Iteration 102Q: 3 clusters Score -2.524157e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174618 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -25241530.000000 Penalty: 6046.662598
	Iteration 103Q: 3 clusters Score -2.524153e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -25241528.000000 Penalty: 6046.662598
	Iteration 104Q: 3 clusters Score -2.524153e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175110 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -25241518.000000 Penalty: 6046.662598
	Iteration 105Q: 3 clusters Score -2.524152e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -25241486.000000 Penalty: 6046.662598
	Iteration 106Q: 3 clusters Score -2.524149e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -25241508.000000 Penalty: 6046.662598
	Iteration 107Q: 3 clusters Score -2.524151e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -25241556.000000 Penalty: 6046.662598
	Iteration 108Q: 3 clusters Score -2.524156e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -25241618.000000 Penalty: 6046.662598
	Iteration 109Q: 3 clusters Score -2.524162e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -25241624.000000 Penalty: 6046.662598
	Iteration 110Q: 3 clusters Score -2.524162e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -25241598.000000 Penalty: 6046.662598
	Iteration 111Q: 3 clusters Score -2.52416e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176849 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -25241566.000000 Penalty: 6046.662598
	Iteration 112Q: 3 clusters Score -2.524157e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -25241582.000000 Penalty: 6046.662598
	Iteration 113Q: 3 clusters Score -2.524158e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -25241574.000000 Penalty: 6046.662598
	Iteration 114Q: 3 clusters Score -2.524157e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -25241556.000000 Penalty: 6046.662598
	Iteration 115Q: 3 clusters Score -2.524156e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177837 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -25241528.000000 Penalty: 6046.662598
	Iteration 116Q: 3 clusters Score -2.524153e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -25241534.000000 Penalty: 6046.662598
	Iteration 117Q: 3 clusters Score -2.524153e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178363 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -25241504.000000 Penalty: 6046.662598
	Iteration 118Q: 3 clusters Score -2.52415e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178624 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -25241526.000000 Penalty: 6046.662598
	Iteration 119Q: 3 clusters Score -2.524153e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -25241476.000000 Penalty: 6046.662598
	Iteration 120F: 3 clusters Score -2.524148e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179076 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -25241420.000000 Penalty: 6046.662598
	Iteration 121Q: 3 clusters Score -2.524142e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -25241352.000000 Penalty: 6046.662598
	Iteration 122Q: 3 clusters Score -2.524135e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -25241334.000000 Penalty: 6046.662598
	Iteration 123Q: 3 clusters Score -2.524133e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179688 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -25241384.000000 Penalty: 6046.662598
	Iteration 124Q: 3 clusters Score -2.524138e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179896 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -25241382.000000 Penalty: 6046.662598
	Iteration 125Q: 3 clusters Score -2.524138e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -25241310.000000 Penalty: 6046.662598
	Iteration 126Q: 3 clusters Score -2.524131e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180298 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -25241240.000000 Penalty: 6046.662598
	Iteration 127Q: 3 clusters Score -2.524124e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -25241166.000000 Penalty: 6046.662598
	Iteration 128Q: 3 clusters Score -2.524117e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -25241150.000000 Penalty: 6046.662598
	Iteration 129Q: 3 clusters Score -2.524115e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -25241102.000000 Penalty: 6046.662598
	Iteration 130Q: 3 clusters Score -2.52411e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181004 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -25241076.000000 Penalty: 6046.662598
	Iteration 131Q: 3 clusters Score -2.524108e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -25241032.000000 Penalty: 6046.662598
	Iteration 132Q: 3 clusters Score -2.524103e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181359 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -25240996.000000 Penalty: 6046.662598
	Iteration 133Q: 3 clusters Score -2.5241e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181561 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -25240988.000000 Penalty: 6046.662598
	Iteration 134Q: 3 clusters Score -2.524099e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -25240982.000000 Penalty: 6046.662598
	Iteration 135Q: 3 clusters Score -2.524098e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181930 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -25240976.000000 Penalty: 6046.662598
	Iteration 136Q: 3 clusters Score -2.524098e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182124 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -25240968.000000 Penalty: 6046.662598
	Iteration 137Q: 3 clusters Score -2.524097e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -25240960.000000 Penalty: 6046.662598
	Iteration 138Q: 3 clusters Score -2.524096e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182434 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -25240974.000000 Penalty: 6046.662598
	Iteration 139Q: 3 clusters Score -2.524097e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -25240858.000000 Penalty: 6046.662598
	Iteration 140F: 3 clusters Score -2.524086e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182704 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -25240822.000000 Penalty: 6046.662598
	Iteration 141Q: 3 clusters Score -2.524082e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182826 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -25240812.000000 Penalty: 6046.662598
	Iteration 142Q: 3 clusters Score -2.524081e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182944 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -25240780.000000 Penalty: 6046.662598
	Iteration 143Q: 3 clusters Score -2.524078e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -25240770.000000 Penalty: 6046.662598
	Iteration 144Q: 3 clusters Score -2.524077e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -25240696.000000 Penalty: 6046.662598
	Iteration 145Q: 3 clusters Score -2.52407e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -25240696.000000 Penalty: 6046.662598
	Iteration 146Q: 3 clusters Score -2.52407e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183402 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -25240650.000000 Penalty: 6046.662598
	Iteration 147Q: 3 clusters Score -2.524065e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183534 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -25240648.000000 Penalty: 6046.662598
	Iteration 148Q: 3 clusters Score -2.524065e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183656 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -25240612.000000 Penalty: 6046.662598
	Iteration 149Q: 3 clusters Score -2.524061e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183761 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -25240594.000000 Penalty: 6046.662598
	Iteration 150Q: 3 clusters Score -2.524059e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -25240618.000000 Penalty: 6046.662598
	Iteration 151Q: 3 clusters Score -2.524062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183967 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -25240574.000000 Penalty: 6046.662598
	Iteration 152Q: 3 clusters Score -2.524057e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -25240568.000000 Penalty: 6046.662598
	Iteration 153Q: 3 clusters Score -2.524057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -25240538.000000 Penalty: 6046.662598
	Iteration 154Q: 3 clusters Score -2.524054e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184283 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -25240530.000000 Penalty: 6046.662598
	Iteration 155Q: 3 clusters Score -2.524053e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184394 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -25240500.000000 Penalty: 6046.662598
	Iteration 156Q: 3 clusters Score -2.52405e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184496 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -25240504.000000 Penalty: 6046.662598
	Iteration 157Q: 3 clusters Score -2.52405e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -25240440.000000 Penalty: 6046.662598
	Iteration 158Q: 3 clusters Score -2.524044e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -25240420.000000 Penalty: 6046.662598
	Iteration 159Q: 3 clusters Score -2.524042e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -25240406.000000 Penalty: 6046.662598
	Iteration 160F: 3 clusters Score -2.524041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184835 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -25240358.000000 Penalty: 6046.662598
	Iteration 161Q: 3 clusters Score -2.524036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -25240348.000000 Penalty: 6046.662598
	Iteration 162Q: 3 clusters Score -2.524035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -25240344.000000 Penalty: 6046.662598
	Iteration 163Q: 3 clusters Score -2.524034e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185076 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -25240362.000000 Penalty: 6046.662598
	Iteration 164Q: 3 clusters Score -2.524036e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185165 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -25240336.000000 Penalty: 6046.662598
	Iteration 165Q: 3 clusters Score -2.524034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -25240318.000000 Penalty: 6046.662598
	Iteration 166Q: 3 clusters Score -2.524032e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -25240298.000000 Penalty: 6046.662598
	Iteration 167Q: 3 clusters Score -2.52403e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185390 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -25240294.000000 Penalty: 6046.662598
	Iteration 168Q: 3 clusters Score -2.524029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185448 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -25240300.000000 Penalty: 6046.662598
	Iteration 169Q: 3 clusters Score -2.52403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185499 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -25240300.000000 Penalty: 6046.662598
	Iteration 170Q: 3 clusters Score -2.52403e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185560 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -25240290.000000 Penalty: 6046.662598
	Iteration 171Q: 3 clusters Score -2.524029e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185630 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -25240272.000000 Penalty: 6046.662598
	Iteration 172Q: 3 clusters Score -2.524027e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -25240262.000000 Penalty: 6046.662598
	Iteration 173Q: 3 clusters Score -2.524026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185766 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -25240286.000000 Penalty: 6046.662598
	Iteration 174Q: 3 clusters Score -2.524029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185843 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -25240236.000000 Penalty: 6046.662598
	Iteration 175Q: 3 clusters Score -2.524024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -25240222.000000 Penalty: 6046.662598
	Iteration 176Q: 3 clusters Score -2.524022e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -25240212.000000 Penalty: 6046.662598
	Iteration 177Q: 3 clusters Score -2.524021e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186082 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -25240150.000000 Penalty: 6046.662598
	Iteration 178Q: 3 clusters Score -2.524015e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186174 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -25240136.000000 Penalty: 6046.662598
	Iteration 179Q: 3 clusters Score -2.524014e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186275 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -25240162.000000 Penalty: 6046.662598
	Iteration 180F: 3 clusters Score -2.524016e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186374 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -25240182.000000 Penalty: 6046.662598
	Iteration 181Q: 3 clusters Score -2.524018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -25240186.000000 Penalty: 6046.662598
	Iteration 182Q: 3 clusters Score -2.524019e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -25240164.000000 Penalty: 6046.662598
	Iteration 183Q: 3 clusters Score -2.524016e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186659 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -25240152.000000 Penalty: 6046.662598
	Iteration 184Q: 3 clusters Score -2.524015e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186757 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -25240136.000000 Penalty: 6046.662598
	Iteration 185Q: 3 clusters Score -2.524014e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186858 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -25240106.000000 Penalty: 6046.662598
	Iteration 186Q: 3 clusters Score -2.524011e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186964 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -25240040.000000 Penalty: 6046.662598
	Iteration 187Q: 3 clusters Score -2.524004e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187057 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -25240034.000000 Penalty: 6046.662598
	Iteration 188Q: 3 clusters Score -2.524003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187146 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -25239998.000000 Penalty: 6046.662598
	Iteration 189Q: 3 clusters Score -2.524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -25239980.000000 Penalty: 6046.662598
	Iteration 190Q: 3 clusters Score -2.523998e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -25239962.000000 Penalty: 6046.662598
	Iteration 191Q: 3 clusters Score -2.523996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187408 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -25239934.000000 Penalty: 6046.662598
	Iteration 192Q: 3 clusters Score -2.523993e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -25239914.000000 Penalty: 6046.662598
	Iteration 193Q: 3 clusters Score -2.523991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187594 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -25239910.000000 Penalty: 6046.662598
	Iteration 194Q: 3 clusters Score -2.523991e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187704 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -25239848.000000 Penalty: 6046.662598
	Iteration 195Q: 3 clusters Score -2.523985e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187828 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -25239884.000000 Penalty: 6046.662598
	Iteration 196Q: 3 clusters Score -2.523988e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187958 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -25239882.000000 Penalty: 6046.662598
	Iteration 197Q: 3 clusters Score -2.523988e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188079 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.523983e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188192 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -25239836.000000 Penalty: 6046.662598
	Iteration 199Q: 3 clusters Score -2.523984e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -25239766.000000 Penalty: 6046.662598
	Iteration 200F: 3 clusters Score -2.523977e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -25239774.000000 Penalty: 6046.662598
	Iteration 201Q: 3 clusters Score -2.523977e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188592 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -25239742.000000 Penalty: 6046.662598
	Iteration 202Q: 3 clusters Score -2.523974e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188724 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -25239720.000000 Penalty: 6046.662598
	Iteration 203Q: 3 clusters Score -2.523972e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188839 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -25239726.000000 Penalty: 6046.662598
	Iteration 204Q: 3 clusters Score -2.523973e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188942 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -25239712.000000 Penalty: 6046.662598
	Iteration 205Q: 3 clusters Score -2.523971e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189052 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -25239672.000000 Penalty: 6046.662598
	Iteration 206Q: 3 clusters Score -2.523967e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -25239694.000000 Penalty: 6046.662598
	Iteration 207Q: 3 clusters Score -2.523969e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189254 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -25239720.000000 Penalty: 6046.662598
	Iteration 208Q: 3 clusters Score -2.523972e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189356 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -25239622.000000 Penalty: 6046.662598
	Iteration 209Q: 3 clusters Score -2.523962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189433 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -25239640.000000 Penalty: 6046.662598
	Iteration 210Q: 3 clusters Score -2.523964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189514 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -25239584.000000 Penalty: 6046.662598
	Iteration 211Q: 3 clusters Score -2.523958e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189578 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -25239578.000000 Penalty: 6046.662598
	Iteration 212Q: 3 clusters Score -2.523958e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -25239562.000000 Penalty: 6046.662598
	Iteration 213Q: 3 clusters Score -2.523956e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189736 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -25239556.000000 Penalty: 6046.662598
	Iteration 214Q: 3 clusters Score -2.523956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189824 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -25239544.000000 Penalty: 6046.662598
	Iteration 215Q: 3 clusters Score -2.523954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189909 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -25239504.000000 Penalty: 6046.662598
	Iteration 216Q: 3 clusters Score -2.52395e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190001 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -25239562.000000 Penalty: 6046.662598
	Iteration 217Q: 3 clusters Score -2.523956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190104 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -25239492.000000 Penalty: 6046.662598
	Iteration 218Q: 3 clusters Score -2.523949e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -25239480.000000 Penalty: 6046.662598
	Iteration 219Q: 3 clusters Score -2.523948e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -25239412.000000 Penalty: 6046.662598
	Iteration 220F: 3 clusters Score -2.523941e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190409 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -25239398.000000 Penalty: 6046.662598
	Iteration 221Q: 3 clusters Score -2.52394e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190517 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -25239386.000000 Penalty: 6046.662598
	Iteration 222Q: 3 clusters Score -2.523939e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190625 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -25239312.000000 Penalty: 6046.662598
	Iteration 223Q: 3 clusters Score -2.523931e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 224Q: 3 clusters Score -2.523933e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190852 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -25239374.000000 Penalty: 6046.662598
	Iteration 225Q: 3 clusters Score -2.523937e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190964 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -25239368.000000 Penalty: 6046.662598
	Iteration 226Q: 3 clusters Score -2.523937e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191073 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -25239372.000000 Penalty: 6046.662598
	Iteration 227Q: 3 clusters Score -2.523937e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191184 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -25239376.000000 Penalty: 6046.662598
	Iteration 228Q: 3 clusters Score -2.523938e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191298 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -25239342.000000 Penalty: 6046.662598
	Iteration 229Q: 3 clusters Score -2.523934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -25239358.000000 Penalty: 6046.662598
	Iteration 230Q: 3 clusters Score -2.523936e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191522 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -25239346.000000 Penalty: 6046.662598
	Iteration 231Q: 3 clusters Score -2.523935e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -25239294.000000 Penalty: 6046.662598
	Iteration 232Q: 3 clusters Score -2.523929e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191713 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -25239322.000000 Penalty: 6046.662598
	Iteration 233Q: 3 clusters Score -2.523932e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191801 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -25239352.000000 Penalty: 6046.662598
	Iteration 234Q: 3 clusters Score -2.523935e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -25239330.000000 Penalty: 6046.662598
	Iteration 235Q: 3 clusters Score -2.523933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191928 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -25239296.000000 Penalty: 6046.662598
	Iteration 236Q: 3 clusters Score -2.52393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191995 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -25239326.000000 Penalty: 6046.662598
	Iteration 237Q: 3 clusters Score -2.523933e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192077 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -25239286.000000 Penalty: 6046.662598
	Iteration 238Q: 3 clusters Score -2.523929e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192177 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -25239328.000000 Penalty: 6046.662598
	Iteration 239Q: 3 clusters Score -2.523933e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192281 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -25239280.000000 Penalty: 6046.662598
	Iteration 240F: 3 clusters Score -2.523928e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -25239324.000000 Penalty: 6046.662598
	Iteration 241Q: 3 clusters Score -2.523932e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192485 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -25239346.000000 Penalty: 6046.662598
	Iteration 242Q: 3 clusters Score -2.523935e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -25239346.000000 Penalty: 6046.662598
	Iteration 243Q: 3 clusters Score -2.523935e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192707 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -25239358.000000 Penalty: 6046.662598
	Iteration 244Q: 3 clusters Score -2.523936e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25239388.000000 Penalty: 6046.662598
	Iteration 245Q: 3 clusters Score -2.523939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192908 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -25239346.000000 Penalty: 6046.662598
	Iteration 246Q: 3 clusters Score -2.523935e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193006 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -25239360.000000 Penalty: 6046.662598
	Iteration 247Q: 3 clusters Score -2.523936e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -25239374.000000 Penalty: 6046.662598
	Iteration 248Q: 3 clusters Score -2.523937e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193211 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -25239340.000000 Penalty: 6046.662598
	Iteration 249Q: 3 clusters Score -2.523934e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193305 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -25239316.000000 Penalty: 6046.662598
	Iteration 250Q: 3 clusters Score -2.523932e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193417 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -25239360.000000 Penalty: 6046.662598
	Iteration 251Q: 3 clusters Score -2.523936e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -25239360.000000 Penalty: 6046.662598
	Iteration 252Q: 3 clusters Score -2.523936e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193622 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -25239304.000000 Penalty: 6046.662598
	Iteration 253Q: 3 clusters Score -2.52393e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -25239296.000000 Penalty: 6046.662598
	Iteration 254Q: 3 clusters Score -2.52393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25239308.000000 Penalty: 6046.662598
	Iteration 255Q: 3 clusters Score -2.523931e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -25239350.000000 Penalty: 6046.662598
	Iteration 256Q: 3 clusters Score -2.523935e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194082 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -25239330.000000 Penalty: 6046.662598
	Iteration 257Q: 3 clusters Score -2.523933e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194207 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -25239300.000000 Penalty: 6046.662598
	Iteration 258Q: 3 clusters Score -2.52393e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194331 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -25239338.000000 Penalty: 6046.662598
	Iteration 259Q: 3 clusters Score -2.523934e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194435 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -25239318.000000 Penalty: 6046.662598
	Iteration 260F: 3 clusters Score -2.523932e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194545 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 261Q: 3 clusters Score -2.523933e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194645 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -25239302.000000 Penalty: 6046.662598
	Iteration 262Q: 3 clusters Score -2.52393e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194740 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -25239238.000000 Penalty: 6046.662598
	Iteration 263Q: 3 clusters Score -2.523924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194833 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -25239292.000000 Penalty: 6046.662598
	Iteration 264Q: 3 clusters Score -2.523929e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25239318.000000 Penalty: 6046.662598
	Iteration 265Q: 3 clusters Score -2.523932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194993 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -25239340.000000 Penalty: 6046.662598
	Iteration 266Q: 3 clusters Score -2.523934e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195062 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 267Q: 3 clusters Score -2.523933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195132 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25239352.000000 Penalty: 6046.662598
	Iteration 268Q: 3 clusters Score -2.523935e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195217 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25239322.000000 Penalty: 6046.662598
	Iteration 269Q: 3 clusters Score -2.523932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195298 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25239318.000000 Penalty: 6046.662598
	Iteration 270Q: 3 clusters Score -2.523932e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195376 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25239312.000000 Penalty: 6046.662598
	Iteration 271Q: 3 clusters Score -2.523931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195441 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -25239348.000000 Penalty: 6046.662598
	Iteration 272Q: 3 clusters Score -2.523935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195497 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 273Q: 3 clusters Score -2.523933e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 274Q: 3 clusters Score -2.523937e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195588 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -25239380.000000 Penalty: 6046.662598
	Iteration 275Q: 3 clusters Score -2.523938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195620 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -25239384.000000 Penalty: 6046.662598
	Iteration 276Q: 3 clusters Score -2.523938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195653 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -25239394.000000 Penalty: 6046.662598
	Iteration 277Q: 3 clusters Score -2.523939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195681 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 278Q: 3 clusters Score -2.523937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195712 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -25239378.000000 Penalty: 6046.662598
	Iteration 279Q: 3 clusters Score -2.523938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195734 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 280F: 3 clusters Score -2.523935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195756 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 281Q: 3 clusters Score -2.523935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195773 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -25239348.000000 Penalty: 6046.662598
	Iteration 282Q: 3 clusters Score -2.523935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195789 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 283Q: 3 clusters Score -2.523933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195799 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -25239334.000000 Penalty: 6046.662598
	Iteration 284Q: 3 clusters Score -2.523933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195809 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -25239344.000000 Penalty: 6046.662598
	Iteration 285Q: 3 clusters Score -2.523934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -25239348.000000 Penalty: 6046.662598
	Iteration 286Q: 3 clusters Score -2.523935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195829 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25239336.000000 Penalty: 6046.662598
	Iteration 287Q: 3 clusters Score -2.523934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -25239362.000000 Penalty: 6046.662598
	Iteration 288Q: 3 clusters Score -2.523936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195846 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25239350.000000 Penalty: 6046.662598
	Iteration 289Q: 3 clusters Score -2.523935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195853 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 290Q: 3 clusters Score -2.523935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195863 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25239374.000000 Penalty: 6046.662598
	Iteration 291Q: 3 clusters Score -2.523937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195875 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25239350.000000 Penalty: 6046.662598
	Iteration 292Q: 3 clusters Score -2.523935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195883 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25239364.000000 Penalty: 6046.662598
	Iteration 293Q: 3 clusters Score -2.523936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195893 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25239338.000000 Penalty: 6046.662598
	Iteration 294Q: 3 clusters Score -2.523934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195896 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -25239350.000000 Penalty: 6046.662598
	Iteration 295Q: 3 clusters Score -2.523935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195898 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -25239352.000000 Penalty: 6046.662598
	Iteration 296Q: 3 clusters Score -2.523935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -25239342.000000 Penalty: 6046.662598
	Iteration 297Q: 3 clusters Score -2.523934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195912 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -25239316.000000 Penalty: 6046.662598
	Iteration 298Q: 3 clusters Score -2.523932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195919 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25239338.000000 Penalty: 6046.662598
	Iteration 299Q: 3 clusters Score -2.523934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -25239346.000000 Penalty: 6046.662598
	Iteration 300F: 3 clusters Score -2.523935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195936 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -25239326.000000 Penalty: 6046.662598
	Iteration 301Q: 3 clusters Score -2.523933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195948 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -25239330.000000 Penalty: 6046.662598
	Iteration 302Q: 3 clusters Score -2.523933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195959 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -25239332.000000 Penalty: 6046.662598
	Iteration 303Q: 3 clusters Score -2.523933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25239320.000000 Penalty: 6046.662598
	Iteration 304Q: 3 clusters Score -2.523932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -25239342.000000 Penalty: 6046.662598
	Iteration 305Q: 3 clusters Score -2.523934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195985 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 306Q: 3 clusters Score -2.523935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 307Q: 3 clusters Score -2.523935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195996 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -25239354.000000 Penalty: 6046.662598
	Iteration 308Q: 3 clusters Score -2.523935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195997 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25239362.000000 Penalty: 6046.662598
	Iteration 309Q: 3 clusters Score -2.523936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196000 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -25239358.000000 Penalty: 6046.662598
	Iteration 310Q: 3 clusters Score -2.523936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196007 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 311Q: 3 clusters Score -2.523937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 312Q: 3 clusters Score -2.523937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196014 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -25239374.000000 Penalty: 6046.662598
	Iteration 313Q: 3 clusters Score -2.523937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196016 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -25239372.000000 Penalty: 6046.662598
	Iteration 314Q: 3 clusters Score -2.523937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196018 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 315Q: 3 clusters Score -2.523937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -25239376.000000 Penalty: 6046.662598
	Iteration 316Q: 3 clusters Score -2.523938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196025 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25239372.000000 Penalty: 6046.662598
	Iteration 317Q: 3 clusters Score -2.523937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196030 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -25239396.000000 Penalty: 6046.662598
	Iteration 318Q: 3 clusters Score -2.52394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196040 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 319Q: 3 clusters Score -2.523937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196041 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 320F: 3 clusters Score -2.523937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196046 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 321Q: 3 clusters Score -2.523937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 322Q: 3 clusters Score -2.523937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196048 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25239370.000000 Penalty: 6046.662598
	Iteration 323Q: 3 clusters Score -2.523937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 324Q: 3 clusters Score -2.523937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25239366.000000 Penalty: 6046.662598
	Iteration 325F: 3 clusters Score -2.523937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203688 members 
Entering Unmasked Estep 
Score: -26446254.000000 Penalty: 3031.637451
	Iteration 0F: 2 clusters Score -2.644625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 101929 members 
Entering Unmasked Estep 
Score: -26340456.000000 Penalty: 6063.274902
	Iteration 0F: 3 clusters Score -2.634046e+07 nChanged 97929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -26397752.000000 Penalty: 6063.274902
	Iteration 1F: 3 clusters Score -2.639775e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -26398774.000000 Penalty: 6063.274902
	Iteration 2Q: 3 clusters Score -2.639877e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -26400100.000000 Penalty: 6063.274902
	Iteration 3Q: 3 clusters Score -2.64001e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 115528 members 
Entering Unmasked Estep 
Score: -26402390.000000 Penalty: 6063.274902
	Iteration 4Q: 3 clusters Score -2.640239e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 122534 members 
Entering Unmasked Estep 
Score: -26405726.000000 Penalty: 6063.274902
	Iteration 5Q: 3 clusters Score -2.640573e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -26410928.000000 Penalty: 6063.274902
	Iteration 6F: 3 clusters Score -2.641093e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 144930 members 
Entering Unmasked Estep 
Score: -26419272.000000 Penalty: 6063.274902
	Iteration 7F: 3 clusters Score -2.641927e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -26431078.000000 Penalty: 6063.274902
	Iteration 8F: 3 clusters Score -2.643108e+07 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 176197 members 
Entering Unmasked Estep 
Score: -26441714.000000 Penalty: 6063.274902
	Iteration 9F: 3 clusters Score -2.644171e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 190183 members 
Entering Unmasked Estep 
Score: -26443656.000000 Penalty: 6063.274902
	Iteration 10F: 3 clusters Score -2.644366e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 198056 members 
Entering Unmasked Estep 
Score: -26443402.000000 Penalty: 6063.274902
	Iteration 11Q: 3 clusters Score -2.64434e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 201324 members 
Entering Unmasked Estep 
Score: -26443506.000000 Penalty: 6063.274902
	Iteration 12Q: 3 clusters Score -2.644351e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 202471 members 
Entering Unmasked Estep 
Score: -26443716.000000 Penalty: 6063.274902
	Iteration 13Q: 3 clusters Score -2.644372e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 202876 members 
Entering Unmasked Estep 
Score: -26443772.000000 Penalty: 6063.274902
	Iteration 14Q: 3 clusters Score -2.644377e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 203058 members 
Entering Unmasked Estep 
Score: -26443856.000000 Penalty: 6063.274902
	Iteration 15Q: 3 clusters Score -2.644386e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 203142 members 
Entering Unmasked Estep 
Score: -26443864.000000 Penalty: 6063.274902
	Iteration 16Q: 3 clusters Score -2.644386e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 203185 members 
Entering Unmasked Estep 
Score: -26443944.000000 Penalty: 6063.274902
	Iteration 17Q: 3 clusters Score -2.644394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 203204 members 
Entering Unmasked Estep 
Score: -26443924.000000 Penalty: 6063.274902
	Iteration 18Q: 3 clusters Score -2.644392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 203217 members 
Entering Unmasked Estep 
Score: -26443932.000000 Penalty: 6063.274902
	Iteration 19Q: 3 clusters Score -2.644393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 203227 members 
Entering Unmasked Estep 
Score: -26443934.000000 Penalty: 6063.274902
	Iteration 20F: 3 clusters Score -2.644393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 203232 members 
Entering Unmasked Estep 
Score: -26443954.000000 Penalty: 6063.274902
	Iteration 21Q: 3 clusters Score -2.644395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 203237 members 
Entering Unmasked Estep 
Score: -26443992.000000 Penalty: 6063.274902
	Iteration 22Q: 3 clusters Score -2.644399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 203241 members 
Entering Unmasked Estep 
Score: -26444002.000000 Penalty: 6063.274902
	Iteration 23Q: 3 clusters Score -2.6444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 203245 members 
Entering Unmasked Estep 
Score: -26444018.000000 Penalty: 6063.274902
	Iteration 24Q: 3 clusters Score -2.644402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -26444022.000000 Penalty: 6063.274902
	Iteration 25Q: 3 clusters Score -2.644402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -26444020.000000 Penalty: 6063.274902
	Iteration 26Q: 3 clusters Score -2.644402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 203254 members 
Entering Unmasked Estep 
Score: -26444000.000000 Penalty: 6063.274902
	Iteration 27Q: 3 clusters Score -2.6444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 203257 members 
Entering Unmasked Estep 
Score: -26443984.000000 Penalty: 6063.274902
	Iteration 28Q: 3 clusters Score -2.644398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 203257 members 
Entering Unmasked Estep 
Score: -26443988.000000 Penalty: 6063.274902
	Iteration 29Q: 3 clusters Score -2.644399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 203256 members 
Entering Unmasked Estep 
Score: -26443982.000000 Penalty: 6063.274902
	Iteration 30Q: 3 clusters Score -2.644398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 203256 members 
Entering Unmasked Estep 
Score: -26443988.000000 Penalty: 6063.274902
	Iteration 31Q: 3 clusters Score -2.644399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 203255 members 
Entering Unmasked Estep 
Score: -26443978.000000 Penalty: 6063.274902
	Iteration 32Q: 3 clusters Score -2.644398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 203255 members 
Entering Unmasked Estep 
Score: -26443978.000000 Penalty: 6063.274902
	Iteration 33F: 3 clusters Score -2.644398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Entering Unmasked Estep 
Score: -3881938.250000 Penalty: 2559.954102
	Iteration 0F: 2 clusters Score -3881938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3861134.500000 Penalty: 5119.908203
	Iteration 0F: 3 clusters Score -3861134 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3868712.000000 Penalty: 5119.908203
	Iteration 1F: 3 clusters Score -3868712 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3869672.000000 Penalty: 5119.908203
	Iteration 2F: 3 clusters Score -3869672 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3871219.000000 Penalty: 5119.908203
	Iteration 3F: 3 clusters Score -3871219 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3873704.750000 Penalty: 5119.908203
	Iteration 4F: 3 clusters Score -3873705 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3876567.750000 Penalty: 5119.908203
	Iteration 5F: 3 clusters Score -3876568 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3878542.250000 Penalty: 5119.908203
	Iteration 6F: 3 clusters Score -3878542 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3879532.250000 Penalty: 5119.908203
	Iteration 7F: 3 clusters Score -3879532 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3880048.750000 Penalty: 5119.908203
	Iteration 8Q: 3 clusters Score -3880049 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3880314.750000 Penalty: 5119.908203
	Iteration 9Q: 3 clusters Score -3880315 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3880457.750000 Penalty: 5119.908203
	Iteration 10Q: 3 clusters Score -3880458 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3880551.250000 Penalty: 5119.908203
	Iteration 11Q: 3 clusters Score -3880551 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3880629.250000 Penalty: 5119.908203
	Iteration 12Q: 3 clusters Score -3880629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3880667.500000 Penalty: 5119.908203
	Iteration 13Q: 3 clusters Score -3880668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3880724.000000 Penalty: 5119.908203
	Iteration 14Q: 3 clusters Score -3880724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3880763.500000 Penalty: 5119.908203
	Iteration 15Q: 3 clusters Score -3880764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3880785.250000 Penalty: 5119.908203
	Iteration 16Q: 3 clusters Score -3880785 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3880803.750000 Penalty: 5119.908203
	Iteration 17Q: 3 clusters Score -3880804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3880843.250000 Penalty: 5119.908203
	Iteration 18Q: 3 clusters Score -3880843 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3880874.750000 Penalty: 5119.908203
	Iteration 19Q: 3 clusters Score -3880875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3880921.250000 Penalty: 5119.908203
	Iteration 20F: 3 clusters Score -3880921 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3880957.500000 Penalty: 5119.908203
	Iteration 21Q: 3 clusters Score -3880958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3880988.500000 Penalty: 5119.908203
	Iteration 22Q: 3 clusters Score -3880988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3881010.250000 Penalty: 5119.908203
	Iteration 23Q: 3 clusters Score -3881010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3881041.250000 Penalty: 5119.908203
	Iteration 24Q: 3 clusters Score -3881041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3881069.750000 Penalty: 5119.908203
	Iteration 25Q: 3 clusters Score -3881070 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3881087.750000 Penalty: 5119.908203
	Iteration 26Q: 3 clusters Score -3881088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3881090.500000 Penalty: 5119.908203
	Iteration 27Q: 3 clusters Score -3881090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3881103.000000 Penalty: 5119.908203
	Iteration 28Q: 3 clusters Score -3881103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3881134.750000 Penalty: 5119.908203
	Iteration 29Q: 3 clusters Score -3881135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3881143.250000 Penalty: 5119.908203
	Iteration 30Q: 3 clusters Score -3881143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3881157.000000 Penalty: 5119.908203
	Iteration 31Q: 3 clusters Score -3881157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3881163.000000 Penalty: 5119.908203
	Iteration 32Q: 3 clusters Score -3881163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3881176.750000 Penalty: 5119.908203
	Iteration 33Q: 3 clusters Score -3881177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3881181.250000 Penalty: 5119.908203
	Iteration 34Q: 3 clusters Score -3881181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3881199.000000 Penalty: 5119.908203
	Iteration 35Q: 3 clusters Score -3881199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3881213.500000 Penalty: 5119.908203
	Iteration 36Q: 3 clusters Score -3881214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3881219.750000 Penalty: 5119.908203
	Iteration 37Q: 3 clusters Score -3881220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3881222.250000 Penalty: 5119.908203
	Iteration 38Q: 3 clusters Score -3881222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3881221.750000 Penalty: 5119.908203
	Iteration 39Q: 3 clusters Score -3881222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3881235.000000 Penalty: 5119.908203
	Iteration 40F: 3 clusters Score -3881235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3881241.500000 Penalty: 5119.908203
	Iteration 41Q: 3 clusters Score -3881242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3881257.000000 Penalty: 5119.908203
	Iteration 42Q: 3 clusters Score -3881257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3881257.250000 Penalty: 5119.908203
	Iteration 43Q: 3 clusters Score -3881257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3881259.250000 Penalty: 5119.908203
	Iteration 44Q: 3 clusters Score -3881259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3881254.500000 Penalty: 5119.908203
	Iteration 45Q: 3 clusters Score -3881254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3881258.500000 Penalty: 5119.908203
	Iteration 46Q: 3 clusters Score -3881258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3881259.000000 Penalty: 5119.908203
	Iteration 47Q: 3 clusters Score -3881259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3881257.250000 Penalty: 5119.908203
	Iteration 48Q: 3 clusters Score -3881257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3881265.250000 Penalty: 5119.908203
	Iteration 49Q: 3 clusters Score -3881265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3881268.500000 Penalty: 5119.908203
	Iteration 50Q: 3 clusters Score -3881268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3881274.750000 Penalty: 5119.908203
	Iteration 51Q: 3 clusters Score -3881275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3881264.000000 Penalty: 5119.908203
	Iteration 52Q: 3 clusters Score -3881264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3881261.250000 Penalty: 5119.908203
	Iteration 53Q: 3 clusters Score -3881261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3881266.250000 Penalty: 5119.908203
	Iteration 54Q: 3 clusters Score -3881266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3881254.750000 Penalty: 5119.908203
	Iteration 55Q: 3 clusters Score -3881255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3881261.000000 Penalty: 5119.908203
	Iteration 56Q: 3 clusters Score -3881261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3881263.500000 Penalty: 5119.908203
	Iteration 57Q: 3 clusters Score -3881264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3881256.750000 Penalty: 5119.908203
	Iteration 58Q: 3 clusters Score -3881257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3881266.250000 Penalty: 5119.908203
	Iteration 59Q: 3 clusters Score -3881266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3881275.000000 Penalty: 5119.908203
	Iteration 60F: 3 clusters Score -3881275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3881287.000000 Penalty: 5119.908203
	Iteration 61Q: 3 clusters Score -3881287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3881286.750000 Penalty: 5119.908203
	Iteration 62Q: 3 clusters Score -3881287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3881294.000000 Penalty: 5119.908203
	Iteration 63Q: 3 clusters Score -3881294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3881302.500000 Penalty: 5119.908203
	Iteration 64Q: 3 clusters Score -3881302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3881304.000000 Penalty: 5119.908203
	Iteration 65Q: 3 clusters Score -3881304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3881295.750000 Penalty: 5119.908203
	Iteration 66Q: 3 clusters Score -3881296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3881294.250000 Penalty: 5119.908203
	Iteration 67Q: 3 clusters Score -3881294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3881297.000000 Penalty: 5119.908203
	Iteration 68Q: 3 clusters Score -3881297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3881295.500000 Penalty: 5119.908203
	Iteration 69Q: 3 clusters Score -3881296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3881302.750000 Penalty: 5119.908203
	Iteration 70Q: 3 clusters Score -3881303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3881295.750000 Penalty: 5119.908203
	Iteration 71Q: 3 clusters Score -3881296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3881297.250000 Penalty: 5119.908203
	Iteration 72Q: 3 clusters Score -3881297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3881302.500000 Penalty: 5119.908203
	Iteration 73Q: 3 clusters Score -3881302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3881302.750000 Penalty: 5119.908203
	Iteration 74Q: 3 clusters Score -3881303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3881298.000000 Penalty: 5119.908203
	Iteration 75Q: 3 clusters Score -3881298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3881298.000000 Penalty: 5119.908203
	Iteration 76Q: 3 clusters Score -3881298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3881301.000000 Penalty: 5119.908203
	Iteration 77Q: 3 clusters Score -3881301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3881304.750000 Penalty: 5119.908203
	Iteration 78Q: 3 clusters Score -3881305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3881298.000000 Penalty: 5119.908203
	Iteration 79Q: 3 clusters Score -3881298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3881300.500000 Penalty: 5119.908203
	Iteration 80F: 3 clusters Score -3881300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3881306.750000 Penalty: 5119.908203
	Iteration 81Q: 3 clusters Score -3881307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3881303.500000 Penalty: 5119.908203
	Iteration 82Q: 3 clusters Score -3881304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3881305.250000 Penalty: 5119.908203
	Iteration 83Q: 3 clusters Score -3881305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3881304.000000 Penalty: 5119.908203
	Iteration 84Q: 3 clusters Score -3881304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3881304.000000 Penalty: 5119.908203
	Iteration 85Q: 3 clusters Score -3881304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3881303.250000 Penalty: 5119.908203
	Iteration 86Q: 3 clusters Score -3881303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3881302.000000 Penalty: 5119.908203
	Iteration 87Q: 3 clusters Score -3881302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3881302.250000 Penalty: 5119.908203
	Iteration 88Q: 3 clusters Score -3881302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3881302.750000 Penalty: 5119.908203
	Iteration 89Q: 3 clusters Score -3881303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3881304.250000 Penalty: 5119.908203
	Iteration 90Q: 3 clusters Score -3881304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3881302.500000 Penalty: 5119.908203
	Iteration 91Q: 3 clusters Score -3881302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3881302.250000 Penalty: 5119.908203
	Iteration 92Q: 3 clusters Score -3881302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3881300.750000 Penalty: 5119.908203
	Iteration 93Q: 3 clusters Score -3881301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3881304.750000 Penalty: 5119.908203
	Iteration 94Q: 3 clusters Score -3881305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3881307.250000 Penalty: 5119.908203
	Iteration 95Q: 3 clusters Score -3881307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3881306.750000 Penalty: 5119.908203
	Iteration 96Q: 3 clusters Score -3881307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3881305.500000 Penalty: 5119.908203
	Iteration 97Q: 3 clusters Score -3881306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3881305.500000 Penalty: 5119.908203
	Iteration 98F: 3 clusters Score -3881306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Entering Unmasked Estep 
Score: -6917389.000000 Penalty: 2710.536377
	Iteration 0F: 2 clusters Score -6917389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6879704.000000 Penalty: 5421.072754
	Iteration 0F: 3 clusters Score -6879704 nChanged 25880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6894200.000000 Penalty: 5421.072754
	Iteration 1F: 3 clusters Score -6894200 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6894897.500000 Penalty: 5421.072754
	Iteration 2Q: 3 clusters Score -6894898 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6895744.000000 Penalty: 5421.072754
	Iteration 3Q: 3 clusters Score -6895744 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6897119.000000 Penalty: 5421.072754
	Iteration 4Q: 3 clusters Score -6897119 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6899548.000000 Penalty: 5421.072754
	Iteration 5F: 3 clusters Score -6899548 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6903427.000000 Penalty: 5421.072754
	Iteration 6F: 3 clusters Score -6903427 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6908455.500000 Penalty: 5421.072754
	Iteration 7F: 3 clusters Score -6908456 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6912583.000000 Penalty: 5421.072754
	Iteration 8F: 3 clusters Score -6912583 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6914992.500000 Penalty: 5421.072754
	Iteration 9Q: 3 clusters Score -6914992 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6916244.000000 Penalty: 5421.072754
	Iteration 10Q: 3 clusters Score -6916244 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6916862.000000 Penalty: 5421.072754
	Iteration 11Q: 3 clusters Score -6916862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6917084.000000 Penalty: 5421.072754
	Iteration 12Q: 3 clusters Score -6917084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6917160.000000 Penalty: 5421.072754
	Iteration 13Q: 3 clusters Score -6917160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6917199.000000 Penalty: 5421.072754
	Iteration 14Q: 3 clusters Score -6917199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6917193.500000 Penalty: 5421.072754
	Iteration 15Q: 3 clusters Score -6917194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6917220.000000 Penalty: 5421.072754
	Iteration 16Q: 3 clusters Score -6917220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6917234.000000 Penalty: 5421.072754
	Iteration 17Q: 3 clusters Score -6917234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6917238.000000 Penalty: 5421.072754
	Iteration 18Q: 3 clusters Score -6917238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6917236.000000 Penalty: 5421.072754
	Iteration 19Q: 3 clusters Score -6917236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6917249.500000 Penalty: 5421.072754
	Iteration 20F: 3 clusters Score -6917250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6917248.000000 Penalty: 5421.072754
	Iteration 21Q: 3 clusters Score -6917248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6917242.000000 Penalty: 5421.072754
	Iteration 22Q: 3 clusters Score -6917242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6917244.000000 Penalty: 5421.072754
	Iteration 23Q: 3 clusters Score -6917244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6917243.500000 Penalty: 5421.072754
	Iteration 24Q: 3 clusters Score -6917244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6917243.500000 Penalty: 5421.072754
	Iteration 25F: 3 clusters Score -6917244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (181613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Entering Unmasked Estep 
Score: -23339062.000000 Penalty: 3003.189209
	Iteration 0F: 2 clusters Score -2.333906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -23219606.000000 Penalty: 6006.378418
	Iteration 0F: 3 clusters Score -2.321961e+07 nChanged 87298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -23270012.000000 Penalty: 6006.378418
	Iteration 1F: 3 clusters Score -2.327001e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -23271056.000000 Penalty: 6006.378418
	Iteration 2Q: 3 clusters Score -2.327106e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -23272062.000000 Penalty: 6006.378418
	Iteration 3Q: 3 clusters Score -2.327206e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -23273638.000000 Penalty: 6006.378418
	Iteration 4Q: 3 clusters Score -2.327364e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -23275788.000000 Penalty: 6006.378418
	Iteration 5Q: 3 clusters Score -2.327579e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -23278672.000000 Penalty: 6006.378418
	Iteration 6Q: 3 clusters Score -2.327867e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -23282734.000000 Penalty: 6006.378418
	Iteration 7Q: 3 clusters Score -2.328273e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -23288448.000000 Penalty: 6006.378418
	Iteration 8F: 3 clusters Score -2.328845e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -23295572.000000 Penalty: 6006.378418
	Iteration 9F: 3 clusters Score -2.329557e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -23303406.000000 Penalty: 6006.378418
	Iteration 10F: 3 clusters Score -2.330341e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -23310002.000000 Penalty: 6006.378418
	Iteration 11F: 3 clusters Score -2.331e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -23313626.000000 Penalty: 6006.378418
	Iteration 12Q: 3 clusters Score -2.331363e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -23315716.000000 Penalty: 6006.378418
	Iteration 13Q: 3 clusters Score -2.331572e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123453 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -23316890.000000 Penalty: 6006.378418
	Iteration 14Q: 3 clusters Score -2.331689e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -23317678.000000 Penalty: 6006.378418
	Iteration 15Q: 3 clusters Score -2.331768e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -23318596.000000 Penalty: 6006.378418
	Iteration 16Q: 3 clusters Score -2.33186e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -23319450.000000 Penalty: 6006.378418
	Iteration 17Q: 3 clusters Score -2.331945e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -23320226.000000 Penalty: 6006.378418
	Iteration 18Q: 3 clusters Score -2.332023e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134997 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -23320974.000000 Penalty: 6006.378418
	Iteration 19Q: 3 clusters Score -2.332097e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -23321652.000000 Penalty: 6006.378418
	Iteration 20F: 3 clusters Score -2.332165e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -23322402.000000 Penalty: 6006.378418
	Iteration 21Q: 3 clusters Score -2.33224e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -23323198.000000 Penalty: 6006.378418
	Iteration 22Q: 3 clusters Score -2.33232e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -23323976.000000 Penalty: 6006.378418
	Iteration 23Q: 3 clusters Score -2.332398e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -23324830.000000 Penalty: 6006.378418
	Iteration 24Q: 3 clusters Score -2.332483e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -23325696.000000 Penalty: 6006.378418
	Iteration 25Q: 3 clusters Score -2.33257e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -23326540.000000 Penalty: 6006.378418
	Iteration 26Q: 3 clusters Score -2.332654e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155625 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -23327430.000000 Penalty: 6006.378418
	Iteration 27Q: 3 clusters Score -2.332743e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -23328274.000000 Penalty: 6006.378418
	Iteration 28Q: 3 clusters Score -2.332827e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -23329132.000000 Penalty: 6006.378418
	Iteration 29Q: 3 clusters Score -2.332913e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -23329906.000000 Penalty: 6006.378418
	Iteration 30Q: 3 clusters Score -2.332991e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -23330848.000000 Penalty: 6006.378418
	Iteration 31Q: 3 clusters Score -2.333085e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -23331770.000000 Penalty: 6006.378418
	Iteration 32Q: 3 clusters Score -2.333177e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -23332572.000000 Penalty: 6006.378418
	Iteration 33Q: 3 clusters Score -2.333257e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -23333354.000000 Penalty: 6006.378418
	Iteration 34Q: 3 clusters Score -2.333335e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -23333996.000000 Penalty: 6006.378418
	Iteration 35Q: 3 clusters Score -2.3334e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -23334598.000000 Penalty: 6006.378418
	Iteration 36Q: 3 clusters Score -2.33346e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -23335096.000000 Penalty: 6006.378418
	Iteration 37Q: 3 clusters Score -2.33351e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -23335446.000000 Penalty: 6006.378418
	Iteration 38Q: 3 clusters Score -2.333545e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23335644.000000 Penalty: 6006.378418
	Iteration 39Q: 3 clusters Score -2.333564e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178544 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23335910.000000 Penalty: 6006.378418
	Iteration 40F: 3 clusters Score -2.333591e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178995 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23336106.000000 Penalty: 6006.378418
	Iteration 41Q: 3 clusters Score -2.333611e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179340 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23336284.000000 Penalty: 6006.378418
	Iteration 42Q: 3 clusters Score -2.333628e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -23336372.000000 Penalty: 6006.378418
	Iteration 43Q: 3 clusters Score -2.333637e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179826 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23336458.000000 Penalty: 6006.378418
	Iteration 44Q: 3 clusters Score -2.333646e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -23336500.000000 Penalty: 6006.378418
	Iteration 45Q: 3 clusters Score -2.33365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23336576.000000 Penalty: 6006.378418
	Iteration 46Q: 3 clusters Score -2.333658e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23336600.000000 Penalty: 6006.378418
	Iteration 47Q: 3 clusters Score -2.33366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -23336652.000000 Penalty: 6006.378418
	Iteration 48Q: 3 clusters Score -2.333665e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180308 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23336670.000000 Penalty: 6006.378418
	Iteration 49Q: 3 clusters Score -2.333667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -23336648.000000 Penalty: 6006.378418
	Iteration 50Q: 3 clusters Score -2.333665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23336676.000000 Penalty: 6006.378418
	Iteration 51Q: 3 clusters Score -2.333668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -23336682.000000 Penalty: 6006.378418
	Iteration 52Q: 3 clusters Score -2.333668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23336700.000000 Penalty: 6006.378418
	Iteration 53Q: 3 clusters Score -2.33367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180442 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23336712.000000 Penalty: 6006.378418
	Iteration 54Q: 3 clusters Score -2.333671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180453 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23336702.000000 Penalty: 6006.378418
	Iteration 55Q: 3 clusters Score -2.33367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180471 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23336722.000000 Penalty: 6006.378418
	Iteration 56Q: 3 clusters Score -2.333672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23336724.000000 Penalty: 6006.378418
	Iteration 57Q: 3 clusters Score -2.333672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23336720.000000 Penalty: 6006.378418
	Iteration 58Q: 3 clusters Score -2.333672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180511 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23336704.000000 Penalty: 6006.378418
	Iteration 59Q: 3 clusters Score -2.33367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180524 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23336726.000000 Penalty: 6006.378418
	Iteration 60F: 3 clusters Score -2.333673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -23336710.000000 Penalty: 6006.378418
	Iteration 61Q: 3 clusters Score -2.333671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23336732.000000 Penalty: 6006.378418
	Iteration 62Q: 3 clusters Score -2.333673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180561 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23336734.000000 Penalty: 6006.378418
	Iteration 63Q: 3 clusters Score -2.333673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -23336742.000000 Penalty: 6006.378418
	Iteration 64Q: 3 clusters Score -2.333674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23336746.000000 Penalty: 6006.378418
	Iteration 65Q: 3 clusters Score -2.333675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23336728.000000 Penalty: 6006.378418
	Iteration 66Q: 3 clusters Score -2.333673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23336744.000000 Penalty: 6006.378418
	Iteration 67Q: 3 clusters Score -2.333674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23336750.000000 Penalty: 6006.378418
	Iteration 68Q: 3 clusters Score -2.333675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23336754.000000 Penalty: 6006.378418
	Iteration 69Q: 3 clusters Score -2.333675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23336764.000000 Penalty: 6006.378418
	Iteration 70Q: 3 clusters Score -2.333676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180649 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23336790.000000 Penalty: 6006.378418
	Iteration 71Q: 3 clusters Score -2.333679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180658 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23336780.000000 Penalty: 6006.378418
	Iteration 72Q: 3 clusters Score -2.333678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23336780.000000 Penalty: 6006.378418
	Iteration 73Q: 3 clusters Score -2.333678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180676 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23336782.000000 Penalty: 6006.378418
	Iteration 74Q: 3 clusters Score -2.333678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23336786.000000 Penalty: 6006.378418
	Iteration 75Q: 3 clusters Score -2.333679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180686 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23336778.000000 Penalty: 6006.378418
	Iteration 76Q: 3 clusters Score -2.333678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180692 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -23336800.000000 Penalty: 6006.378418
	Iteration 77Q: 3 clusters Score -2.33368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23336812.000000 Penalty: 6006.378418
	Iteration 78Q: 3 clusters Score -2.333681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23336800.000000 Penalty: 6006.378418
	Iteration 79Q: 3 clusters Score -2.33368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180706 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23336808.000000 Penalty: 6006.378418
	Iteration 80F: 3 clusters Score -2.333681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23336804.000000 Penalty: 6006.378418
	Iteration 81Q: 3 clusters Score -2.33368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -23336806.000000 Penalty: 6006.378418
	Iteration 82Q: 3 clusters Score -2.333681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -23336796.000000 Penalty: 6006.378418
	Iteration 83Q: 3 clusters Score -2.33368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -23336822.000000 Penalty: 6006.378418
	Iteration 84Q: 3 clusters Score -2.333682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180715 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23336820.000000 Penalty: 6006.378418
	Iteration 85Q: 3 clusters Score -2.333682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23336818.000000 Penalty: 6006.378418
	Iteration 86Q: 3 clusters Score -2.333682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23336818.000000 Penalty: 6006.378418
	Iteration 87F: 3 clusters Score -2.333682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34420.031250 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34420.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34689.175781 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34689.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34760.707031 Penalty: 2926.349121
	Iteration 2Q: 3 clusters Score -34760.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34813.039062 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34813.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34857.394531 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34857.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34869.695312 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34873.710938 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34873.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34873.710938 Penalty: 2926.349121
	Iteration 7F: 3 clusters Score -34873.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (144300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Entering Unmasked Estep 
Score: -18704820.000000 Penalty: 2946.153320
	Iteration 0F: 2 clusters Score -1.870482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -18608852.000000 Penalty: 5892.306641
	Iteration 0F: 3 clusters Score -1.860885e+07 nChanged 68932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -18648344.000000 Penalty: 5892.306641
	Iteration 1F: 3 clusters Score -1.864834e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -18649144.000000 Penalty: 5892.306641
	Iteration 2Q: 3 clusters Score -1.864914e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -18650108.000000 Penalty: 5892.306641
	Iteration 3Q: 3 clusters Score -1.865011e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -18651746.000000 Penalty: 5892.306641
	Iteration 4Q: 3 clusters Score -1.865175e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -18654544.000000 Penalty: 5892.306641
	Iteration 5Q: 3 clusters Score -1.865454e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -18659582.000000 Penalty: 5892.306641
	Iteration 6F: 3 clusters Score -1.865958e+07 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -18668714.000000 Penalty: 5892.306641
	Iteration 7F: 3 clusters Score -1.866871e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -18681396.000000 Penalty: 5892.306641
	Iteration 8F: 3 clusters Score -1.86814e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -18693416.000000 Penalty: 5892.306641
	Iteration 9F: 3 clusters Score -1.869342e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 141684 members 
Entering Unmasked Estep 
Score: -18699542.000000 Penalty: 5892.306641
	Iteration 10Q: 3 clusters Score -1.869954e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -18701434.000000 Penalty: 5892.306641
	Iteration 11Q: 3 clusters Score -1.870143e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -18701988.000000 Penalty: 5892.306641
	Iteration 12Q: 3 clusters Score -1.870199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 144075 members 
Entering Unmasked Estep 
Score: -18702098.000000 Penalty: 5892.306641
	Iteration 13Q: 3 clusters Score -1.87021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -18702164.000000 Penalty: 5892.306641
	Iteration 14Q: 3 clusters Score -1.870216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144104 members 
Entering Unmasked Estep 
Score: -18702190.000000 Penalty: 5892.306641
	Iteration 15Q: 3 clusters Score -1.870219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -18702208.000000 Penalty: 5892.306641
	Iteration 16Q: 3 clusters Score -1.870221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -18702232.000000 Penalty: 5892.306641
	Iteration 17Q: 3 clusters Score -1.870223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -18702230.000000 Penalty: 5892.306641
	Iteration 18Q: 3 clusters Score -1.870223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -18702240.000000 Penalty: 5892.306641
	Iteration 19Q: 3 clusters Score -1.870224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -18702238.000000 Penalty: 5892.306641
	Iteration 20F: 3 clusters Score -1.870224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -18702236.000000 Penalty: 5892.306641
	Iteration 21Q: 3 clusters Score -1.870224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -18702236.000000 Penalty: 5892.306641
	Iteration 22F: 3 clusters Score -1.870224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204983 members 
Entering Unmasked Estep 
Score: -26530362.000000 Penalty: 3033.209229
	Iteration 0F: 2 clusters Score -2.653036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -26401710.000000 Penalty: 6066.418457
	Iteration 0F: 3 clusters Score -2.640171e+07 nChanged 98341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -26459132.000000 Penalty: 6066.418457
	Iteration 1F: 3 clusters Score -2.645913e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -26459972.000000 Penalty: 6066.418457
	Iteration 2Q: 3 clusters Score -2.645997e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -26460752.000000 Penalty: 6066.418457
	Iteration 3Q: 3 clusters Score -2.646075e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -26461800.000000 Penalty: 6066.418457
	Iteration 4Q: 3 clusters Score -2.64618e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -26463066.000000 Penalty: 6066.418457
	Iteration 5Q: 3 clusters Score -2.646307e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -26464712.000000 Penalty: 6066.418457
	Iteration 6Q: 3 clusters Score -2.646471e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -26466572.000000 Penalty: 6066.418457
	Iteration 7Q: 3 clusters Score -2.646657e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -26469864.000000 Penalty: 6066.418457
	Iteration 8Q: 3 clusters Score -2.646986e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -26474742.000000 Penalty: 6066.418457
	Iteration 9Q: 3 clusters Score -2.647474e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -26483344.000000 Penalty: 6066.418457
	Iteration 10F: 3 clusters Score -2.648334e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -26495096.000000 Penalty: 6066.418457
	Iteration 11F: 3 clusters Score -2.64951e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -26505320.000000 Penalty: 6066.418457
	Iteration 12F: 3 clusters Score -2.650532e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -26510422.000000 Penalty: 6066.418457
	Iteration 13F: 3 clusters Score -2.651042e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -26512722.000000 Penalty: 6066.418457
	Iteration 14Q: 3 clusters Score -2.651272e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -26514150.000000 Penalty: 6066.418457
	Iteration 15Q: 3 clusters Score -2.651415e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -26515284.000000 Penalty: 6066.418457
	Iteration 16Q: 3 clusters Score -2.651528e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -26516262.000000 Penalty: 6066.418457
	Iteration 17Q: 3 clusters Score -2.651626e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 111590 members 
Entering Unmasked Estep 
Score: -26517280.000000 Penalty: 6066.418457
	Iteration 18Q: 3 clusters Score -2.651728e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -26518260.000000 Penalty: 6066.418457
	Iteration 19Q: 3 clusters Score -2.651826e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -26519284.000000 Penalty: 6066.418457
	Iteration 20F: 3 clusters Score -2.651928e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -26519928.000000 Penalty: 6066.418457
	Iteration 21Q: 3 clusters Score -2.651993e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -26520534.000000 Penalty: 6066.418457
	Iteration 22Q: 3 clusters Score -2.652053e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -26521088.000000 Penalty: 6066.418457
	Iteration 23Q: 3 clusters Score -2.652109e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -26521408.000000 Penalty: 6066.418457
	Iteration 24Q: 3 clusters Score -2.652141e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -26521928.000000 Penalty: 6066.418457
	Iteration 25Q: 3 clusters Score -2.652193e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -26522072.000000 Penalty: 6066.418457
	Iteration 26Q: 3 clusters Score -2.652207e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -26522298.000000 Penalty: 6066.418457
	Iteration 27Q: 3 clusters Score -2.65223e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -26522602.000000 Penalty: 6066.418457
	Iteration 28Q: 3 clusters Score -2.65226e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -26522744.000000 Penalty: 6066.418457
	Iteration 29Q: 3 clusters Score -2.652274e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -26522828.000000 Penalty: 6066.418457
	Iteration 30Q: 3 clusters Score -2.652283e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -26522954.000000 Penalty: 6066.418457
	Iteration 31Q: 3 clusters Score -2.652295e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -26523096.000000 Penalty: 6066.418457
	Iteration 32Q: 3 clusters Score -2.65231e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -26523186.000000 Penalty: 6066.418457
	Iteration 33Q: 3 clusters Score -2.652319e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -26523280.000000 Penalty: 6066.418457
	Iteration 34Q: 3 clusters Score -2.652328e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107641 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -26523330.000000 Penalty: 6066.418457
	Iteration 35Q: 3 clusters Score -2.652333e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -26523440.000000 Penalty: 6066.418457
	Iteration 36Q: 3 clusters Score -2.652344e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -26523454.000000 Penalty: 6066.418457
	Iteration 37Q: 3 clusters Score -2.652345e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -26523568.000000 Penalty: 6066.418457
	Iteration 38Q: 3 clusters Score -2.652357e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111441 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -26523718.000000 Penalty: 6066.418457
	Iteration 39Q: 3 clusters Score -2.652372e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -26523780.000000 Penalty: 6066.418457
	Iteration 40F: 3 clusters Score -2.652378e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -26523800.000000 Penalty: 6066.418457
	Iteration 41Q: 3 clusters Score -2.65238e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -26523874.000000 Penalty: 6066.418457
	Iteration 42Q: 3 clusters Score -2.652387e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -26523916.000000 Penalty: 6066.418457
	Iteration 43Q: 3 clusters Score -2.652392e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -26523978.000000 Penalty: 6066.418457
	Iteration 44Q: 3 clusters Score -2.652398e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -26524098.000000 Penalty: 6066.418457
	Iteration 45Q: 3 clusters Score -2.65241e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -26524156.000000 Penalty: 6066.418457
	Iteration 46Q: 3 clusters Score -2.652416e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -26524214.000000 Penalty: 6066.418457
	Iteration 47Q: 3 clusters Score -2.652421e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -26524362.000000 Penalty: 6066.418457
	Iteration 48Q: 3 clusters Score -2.652436e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120859 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -26524444.000000 Penalty: 6066.418457
	Iteration 49Q: 3 clusters Score -2.652444e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -26524350.000000 Penalty: 6066.418457
	Iteration 50Q: 3 clusters Score -2.652435e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -26524462.000000 Penalty: 6066.418457
	Iteration 51Q: 3 clusters Score -2.652446e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -26524626.000000 Penalty: 6066.418457
	Iteration 52Q: 3 clusters Score -2.652463e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -26524668.000000 Penalty: 6066.418457
	Iteration 53Q: 3 clusters Score -2.652467e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -26524788.000000 Penalty: 6066.418457
	Iteration 54Q: 3 clusters Score -2.652479e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -26524774.000000 Penalty: 6066.418457
	Iteration 55Q: 3 clusters Score -2.652477e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -26524872.000000 Penalty: 6066.418457
	Iteration 56Q: 3 clusters Score -2.652487e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -26525024.000000 Penalty: 6066.418457
	Iteration 57Q: 3 clusters Score -2.652502e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -26525074.000000 Penalty: 6066.418457
	Iteration 58Q: 3 clusters Score -2.652507e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129854 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -26525172.000000 Penalty: 6066.418457
	Iteration 59Q: 3 clusters Score -2.652517e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -26525320.000000 Penalty: 6066.418457
	Iteration 60F: 3 clusters Score -2.652532e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -26525448.000000 Penalty: 6066.418457
	Iteration 61Q: 3 clusters Score -2.652545e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132686 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -26525494.000000 Penalty: 6066.418457
	Iteration 62Q: 3 clusters Score -2.652549e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133671 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -26525614.000000 Penalty: 6066.418457
	Iteration 63Q: 3 clusters Score -2.652561e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134709 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -26525744.000000 Penalty: 6066.418457
	Iteration 64Q: 3 clusters Score -2.652574e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -26525860.000000 Penalty: 6066.418457
	Iteration 65Q: 3 clusters Score -2.652586e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -26525894.000000 Penalty: 6066.418457
	Iteration 66Q: 3 clusters Score -2.652589e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137936 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -26525942.000000 Penalty: 6066.418457
	Iteration 67Q: 3 clusters Score -2.652594e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -26526046.000000 Penalty: 6066.418457
	Iteration 68Q: 3 clusters Score -2.652605e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -26526102.000000 Penalty: 6066.418457
	Iteration 69Q: 3 clusters Score -2.65261e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -26526358.000000 Penalty: 6066.418457
	Iteration 70Q: 3 clusters Score -2.652636e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -26526286.000000 Penalty: 6066.418457
	Iteration 71Q: 3 clusters Score -2.652629e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -26526388.000000 Penalty: 6066.418457
	Iteration 72Q: 3 clusters Score -2.652639e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -26526484.000000 Penalty: 6066.418457
	Iteration 73Q: 3 clusters Score -2.652648e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -26526734.000000 Penalty: 6066.418457
	Iteration 74Q: 3 clusters Score -2.652673e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -26526726.000000 Penalty: 6066.418457
	Iteration 75Q: 3 clusters Score -2.652673e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -26526764.000000 Penalty: 6066.418457
	Iteration 76Q: 3 clusters Score -2.652676e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -26526996.000000 Penalty: 6066.418457
	Iteration 77Q: 3 clusters Score -2.6527e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -26527124.000000 Penalty: 6066.418457
	Iteration 78Q: 3 clusters Score -2.652712e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -26527356.000000 Penalty: 6066.418457
	Iteration 79Q: 3 clusters Score -2.652736e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -26527498.000000 Penalty: 6066.418457
	Iteration 80F: 3 clusters Score -2.65275e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -26527680.000000 Penalty: 6066.418457
	Iteration 81Q: 3 clusters Score -2.652768e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -26527856.000000 Penalty: 6066.418457
	Iteration 82Q: 3 clusters Score -2.652786e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -26528010.000000 Penalty: 6066.418457
	Iteration 83Q: 3 clusters Score -2.652801e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -26528272.000000 Penalty: 6066.418457
	Iteration 84Q: 3 clusters Score -2.652827e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -26528552.000000 Penalty: 6066.418457
	Iteration 85Q: 3 clusters Score -2.652855e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -26528778.000000 Penalty: 6066.418457
	Iteration 86Q: 3 clusters Score -2.652878e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -26528958.000000 Penalty: 6066.418457
	Iteration 87Q: 3 clusters Score -2.652896e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -26529146.000000 Penalty: 6066.418457
	Iteration 88Q: 3 clusters Score -2.652915e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164362 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -26529274.000000 Penalty: 6066.418457
	Iteration 89Q: 3 clusters Score -2.652927e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -26529474.000000 Penalty: 6066.418457
	Iteration 90Q: 3 clusters Score -2.652947e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -26529798.000000 Penalty: 6066.418457
	Iteration 91Q: 3 clusters Score -2.65298e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -26529932.000000 Penalty: 6066.418457
	Iteration 92Q: 3 clusters Score -2.652993e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170319 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -26530046.000000 Penalty: 6066.418457
	Iteration 93Q: 3 clusters Score -2.653005e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171541 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -26530142.000000 Penalty: 6066.418457
	Iteration 94Q: 3 clusters Score -2.653014e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -26530220.000000 Penalty: 6066.418457
	Iteration 95Q: 3 clusters Score -2.653022e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174020 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -26530200.000000 Penalty: 6066.418457
	Iteration 96Q: 3 clusters Score -2.65302e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -26530368.000000 Penalty: 6066.418457
	Iteration 97Q: 3 clusters Score -2.653037e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176212 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -26530434.000000 Penalty: 6066.418457
	Iteration 98Q: 3 clusters Score -2.653043e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177192 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -26530502.000000 Penalty: 6066.418457
	Iteration 99Q: 3 clusters Score -2.65305e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178179 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -26530564.000000 Penalty: 6066.418457
	Iteration 100F: 3 clusters Score -2.653056e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -26530450.000000 Penalty: 6066.418457
	Iteration 101Q: 3 clusters Score -2.653045e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180007 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -26530470.000000 Penalty: 6066.418457
	Iteration 102Q: 3 clusters Score -2.653047e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180818 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -26530400.000000 Penalty: 6066.418457
	Iteration 103Q: 3 clusters Score -2.65304e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181550 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -26530450.000000 Penalty: 6066.418457
	Iteration 104Q: 3 clusters Score -2.653045e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182265 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -26530402.000000 Penalty: 6066.418457
	Iteration 105Q: 3 clusters Score -2.65304e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -26530348.000000 Penalty: 6066.418457
	Iteration 106Q: 3 clusters Score -2.653035e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183548 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -26530424.000000 Penalty: 6066.418457
	Iteration 107Q: 3 clusters Score -2.653042e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -26530514.000000 Penalty: 6066.418457
	Iteration 108Q: 3 clusters Score -2.653051e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184640 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -26530542.000000 Penalty: 6066.418457
	Iteration 109Q: 3 clusters Score -2.653054e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185112 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -26530476.000000 Penalty: 6066.418457
	Iteration 110Q: 3 clusters Score -2.653048e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185571 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -26530332.000000 Penalty: 6066.418457
	Iteration 111Q: 3 clusters Score -2.653033e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186028 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -26530392.000000 Penalty: 6066.418457
	Iteration 112Q: 3 clusters Score -2.653039e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186463 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -26530406.000000 Penalty: 6066.418457
	Iteration 113Q: 3 clusters Score -2.653041e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -26530412.000000 Penalty: 6066.418457
	Iteration 114Q: 3 clusters Score -2.653041e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187257 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -26530398.000000 Penalty: 6066.418457
	Iteration 115Q: 3 clusters Score -2.65304e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187610 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -26530418.000000 Penalty: 6066.418457
	Iteration 116Q: 3 clusters Score -2.653042e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -26530384.000000 Penalty: 6066.418457
	Iteration 117Q: 3 clusters Score -2.653038e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -26530390.000000 Penalty: 6066.418457
	Iteration 118Q: 3 clusters Score -2.653039e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -26530432.000000 Penalty: 6066.418457
	Iteration 119Q: 3 clusters Score -2.653043e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188979 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -26530396.000000 Penalty: 6066.418457
	Iteration 120F: 3 clusters Score -2.65304e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189313 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -26530362.000000 Penalty: 6066.418457
	Iteration 121Q: 3 clusters Score -2.653036e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -26530326.000000 Penalty: 6066.418457
	Iteration 122Q: 3 clusters Score -2.653033e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -26530358.000000 Penalty: 6066.418457
	Iteration 123Q: 3 clusters Score -2.653036e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -26530366.000000 Penalty: 6066.418457
	Iteration 124Q: 3 clusters Score -2.653037e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190405 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -26530352.000000 Penalty: 6066.418457
	Iteration 125Q: 3 clusters Score -2.653035e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -26530354.000000 Penalty: 6066.418457
	Iteration 126Q: 3 clusters Score -2.653035e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190852 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -26530332.000000 Penalty: 6066.418457
	Iteration 127Q: 3 clusters Score -2.653033e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191079 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -26530324.000000 Penalty: 6066.418457
	Iteration 128Q: 3 clusters Score -2.653032e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191288 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -26530304.000000 Penalty: 6066.418457
	Iteration 129Q: 3 clusters Score -2.65303e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191498 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -26530294.000000 Penalty: 6066.418457
	Iteration 130Q: 3 clusters Score -2.653029e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191707 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -26530270.000000 Penalty: 6066.418457
	Iteration 131Q: 3 clusters Score -2.653027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191932 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -26530258.000000 Penalty: 6066.418457
	Iteration 132Q: 3 clusters Score -2.653026e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192144 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -26530286.000000 Penalty: 6066.418457
	Iteration 133Q: 3 clusters Score -2.653029e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192347 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -26530270.000000 Penalty: 6066.418457
	Iteration 134Q: 3 clusters Score -2.653027e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192544 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -26530270.000000 Penalty: 6066.418457
	Iteration 135Q: 3 clusters Score -2.653027e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -26530270.000000 Penalty: 6066.418457
	Iteration 136Q: 3 clusters Score -2.653027e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192940 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.653029e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193152 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -26530322.000000 Penalty: 6066.418457
	Iteration 138Q: 3 clusters Score -2.653032e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -26530292.000000 Penalty: 6066.418457
	Iteration 139Q: 3 clusters Score -2.653029e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -26530270.000000 Penalty: 6066.418457
	Iteration 140F: 3 clusters Score -2.653027e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193697 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -26530206.000000 Penalty: 6066.418457
	Iteration 141Q: 3 clusters Score -2.653021e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -26530178.000000 Penalty: 6066.418457
	Iteration 142Q: 3 clusters Score -2.653018e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -26530164.000000 Penalty: 6066.418457
	Iteration 143Q: 3 clusters Score -2.653016e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194230 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -26530118.000000 Penalty: 6066.418457
	Iteration 144Q: 3 clusters Score -2.653012e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194378 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -26530144.000000 Penalty: 6066.418457
	Iteration 145Q: 3 clusters Score -2.653014e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -26530108.000000 Penalty: 6066.418457
	Iteration 146Q: 3 clusters Score -2.653011e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194648 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -26530072.000000 Penalty: 6066.418457
	Iteration 147Q: 3 clusters Score -2.653007e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194765 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -26530076.000000 Penalty: 6066.418457
	Iteration 148Q: 3 clusters Score -2.653008e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.653007e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -26530074.000000 Penalty: 6066.418457
	Iteration 150Q: 3 clusters Score -2.653007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195157 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -26530042.000000 Penalty: 6066.418457
	Iteration 151Q: 3 clusters Score -2.653004e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -26530024.000000 Penalty: 6066.418457
	Iteration 152Q: 3 clusters Score -2.653002e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195403 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -26529986.000000 Penalty: 6066.418457
	Iteration 153Q: 3 clusters Score -2.652999e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195508 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -26530002.000000 Penalty: 6066.418457
	Iteration 154Q: 3 clusters Score -2.653e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195603 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -26530006.000000 Penalty: 6066.418457
	Iteration 155Q: 3 clusters Score -2.653001e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195689 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -26530018.000000 Penalty: 6066.418457
	Iteration 156Q: 3 clusters Score -2.653002e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195763 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -26529980.000000 Penalty: 6066.418457
	Iteration 157Q: 3 clusters Score -2.652998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195837 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -26529994.000000 Penalty: 6066.418457
	Iteration 158Q: 3 clusters Score -2.652999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -26529980.000000 Penalty: 6066.418457
	Iteration 159Q: 3 clusters Score -2.652998e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195969 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -26529984.000000 Penalty: 6066.418457
	Iteration 160F: 3 clusters Score -2.652998e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196033 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -26530006.000000 Penalty: 6066.418457
	Iteration 161Q: 3 clusters Score -2.653001e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196100 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -26530012.000000 Penalty: 6066.418457
	Iteration 162Q: 3 clusters Score -2.653001e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196165 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -26529964.000000 Penalty: 6066.418457
	Iteration 163Q: 3 clusters Score -2.652996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196221 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -26529928.000000 Penalty: 6066.418457
	Iteration 164Q: 3 clusters Score -2.652993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196264 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -26529936.000000 Penalty: 6066.418457
	Iteration 165Q: 3 clusters Score -2.652994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196316 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -26529938.000000 Penalty: 6066.418457
	Iteration 166Q: 3 clusters Score -2.652994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -26529906.000000 Penalty: 6066.418457
	Iteration 167Q: 3 clusters Score -2.652991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -26529900.000000 Penalty: 6066.418457
	Iteration 168Q: 3 clusters Score -2.65299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196433 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -26529908.000000 Penalty: 6066.418457
	Iteration 169Q: 3 clusters Score -2.652991e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196464 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -26529894.000000 Penalty: 6066.418457
	Iteration 170Q: 3 clusters Score -2.652989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196494 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -26529878.000000 Penalty: 6066.418457
	Iteration 171Q: 3 clusters Score -2.652988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196528 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -26529874.000000 Penalty: 6066.418457
	Iteration 172Q: 3 clusters Score -2.652987e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -26529876.000000 Penalty: 6066.418457
	Iteration 173Q: 3 clusters Score -2.652988e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196623 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.652988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196666 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -26529862.000000 Penalty: 6066.418457
	Iteration 175Q: 3 clusters Score -2.652986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196716 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -26529858.000000 Penalty: 6066.418457
	Iteration 176Q: 3 clusters Score -2.652986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196752 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -26529884.000000 Penalty: 6066.418457
	Iteration 177Q: 3 clusters Score -2.652988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196782 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -26529848.000000 Penalty: 6066.418457
	Iteration 178Q: 3 clusters Score -2.652985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196815 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -26529842.000000 Penalty: 6066.418457
	Iteration 179Q: 3 clusters Score -2.652984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -26529858.000000 Penalty: 6066.418457
	Iteration 180F: 3 clusters Score -2.652986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -26529832.000000 Penalty: 6066.418457
	Iteration 181Q: 3 clusters Score -2.652983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196892 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -26529782.000000 Penalty: 6066.418457
	Iteration 182Q: 3 clusters Score -2.652978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196910 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -26529798.000000 Penalty: 6066.418457
	Iteration 183Q: 3 clusters Score -2.65298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196933 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -26529784.000000 Penalty: 6066.418457
	Iteration 184Q: 3 clusters Score -2.652978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196958 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -26529760.000000 Penalty: 6066.418457
	Iteration 185Q: 3 clusters Score -2.652976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196985 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -26529754.000000 Penalty: 6066.418457
	Iteration 186Q: 3 clusters Score -2.652975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197007 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -26529730.000000 Penalty: 6066.418457
	Iteration 187Q: 3 clusters Score -2.652973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197046 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -26529726.000000 Penalty: 6066.418457
	Iteration 188Q: 3 clusters Score -2.652973e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197085 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -26529702.000000 Penalty: 6066.418457
	Iteration 189Q: 3 clusters Score -2.65297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -26529686.000000 Penalty: 6066.418457
	Iteration 190Q: 3 clusters Score -2.652969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197167 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -26529676.000000 Penalty: 6066.418457
	Iteration 191Q: 3 clusters Score -2.652968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197210 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -26529686.000000 Penalty: 6066.418457
	Iteration 192Q: 3 clusters Score -2.652969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197258 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -26529698.000000 Penalty: 6066.418457
	Iteration 193Q: 3 clusters Score -2.65297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197303 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -26529702.000000 Penalty: 6066.418457
	Iteration 194Q: 3 clusters Score -2.65297e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197343 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -26529686.000000 Penalty: 6066.418457
	Iteration 195Q: 3 clusters Score -2.652969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197384 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -26529682.000000 Penalty: 6066.418457
	Iteration 196Q: 3 clusters Score -2.652968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197416 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -26529690.000000 Penalty: 6066.418457
	Iteration 197Q: 3 clusters Score -2.652969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197437 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -26529692.000000 Penalty: 6066.418457
	Iteration 198Q: 3 clusters Score -2.652969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197454 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -26529688.000000 Penalty: 6066.418457
	Iteration 199Q: 3 clusters Score -2.652969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197469 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -26529678.000000 Penalty: 6066.418457
	Iteration 200F: 3 clusters Score -2.652968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197486 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -26529650.000000 Penalty: 6066.418457
	Iteration 201Q: 3 clusters Score -2.652965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197497 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -26529646.000000 Penalty: 6066.418457
	Iteration 202Q: 3 clusters Score -2.652965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197505 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -26529622.000000 Penalty: 6066.418457
	Iteration 203Q: 3 clusters Score -2.652962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197513 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -26529638.000000 Penalty: 6066.418457
	Iteration 204Q: 3 clusters Score -2.652964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197531 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -26529628.000000 Penalty: 6066.418457
	Iteration 205Q: 3 clusters Score -2.652963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197545 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -26529618.000000 Penalty: 6066.418457
	Iteration 206Q: 3 clusters Score -2.652962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197565 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -26529610.000000 Penalty: 6066.418457
	Iteration 207Q: 3 clusters Score -2.652961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197588 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -26529614.000000 Penalty: 6066.418457
	Iteration 208Q: 3 clusters Score -2.652961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197604 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -26529594.000000 Penalty: 6066.418457
	Iteration 209Q: 3 clusters Score -2.652959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197619 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -26529560.000000 Penalty: 6066.418457
	Iteration 210Q: 3 clusters Score -2.652956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197634 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -26529574.000000 Penalty: 6066.418457
	Iteration 211Q: 3 clusters Score -2.652957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197648 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -26529578.000000 Penalty: 6066.418457
	Iteration 212Q: 3 clusters Score -2.652958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197660 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -26529584.000000 Penalty: 6066.418457
	Iteration 213Q: 3 clusters Score -2.652958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -26529576.000000 Penalty: 6066.418457
	Iteration 214Q: 3 clusters Score -2.652958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197688 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -26529590.000000 Penalty: 6066.418457
	Iteration 215Q: 3 clusters Score -2.652959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197708 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -26529590.000000 Penalty: 6066.418457
	Iteration 216Q: 3 clusters Score -2.652959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197724 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -26529568.000000 Penalty: 6066.418457
	Iteration 217Q: 3 clusters Score -2.652957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197735 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -26529586.000000 Penalty: 6066.418457
	Iteration 218Q: 3 clusters Score -2.652959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197748 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -26529546.000000 Penalty: 6066.418457
	Iteration 219Q: 3 clusters Score -2.652955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197764 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -26529560.000000 Penalty: 6066.418457
	Iteration 220F: 3 clusters Score -2.652956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197781 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -26529556.000000 Penalty: 6066.418457
	Iteration 221Q: 3 clusters Score -2.652956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -26529564.000000 Penalty: 6066.418457
	Iteration 222Q: 3 clusters Score -2.652956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197817 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -26529566.000000 Penalty: 6066.418457
	Iteration 223Q: 3 clusters Score -2.652957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197830 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -26529556.000000 Penalty: 6066.418457
	Iteration 224Q: 3 clusters Score -2.652956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197836 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -26529546.000000 Penalty: 6066.418457
	Iteration 225Q: 3 clusters Score -2.652955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -26529556.000000 Penalty: 6066.418457
	Iteration 226Q: 3 clusters Score -2.652956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197848 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -26529556.000000 Penalty: 6066.418457
	Iteration 227Q: 3 clusters Score -2.652956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197852 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -26529562.000000 Penalty: 6066.418457
	Iteration 228Q: 3 clusters Score -2.652956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197858 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -26529546.000000 Penalty: 6066.418457
	Iteration 229Q: 3 clusters Score -2.652955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197862 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -26529552.000000 Penalty: 6066.418457
	Iteration 230Q: 3 clusters Score -2.652955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197865 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -26529552.000000 Penalty: 6066.418457
	Iteration 231Q: 3 clusters Score -2.652955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197868 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -26529546.000000 Penalty: 6066.418457
	Iteration 232Q: 3 clusters Score -2.652955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197868 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -26529546.000000 Penalty: 6066.418457
	Iteration 233F: 3 clusters Score -2.652955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -685068.312500 Penalty: 2133.271729
	Iteration 0F: 2 clusters Score -685068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -680293.562500 Penalty: 4266.543457
	Iteration 0F: 3 clusters Score -680293.6 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -681403.250000 Penalty: 4266.543457
	Iteration 1F: 3 clusters Score -681403.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -681622.687500 Penalty: 4266.543457
	Iteration 2F: 3 clusters Score -681622.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -681747.187500 Penalty: 4266.543457
	Iteration 3Q: 3 clusters Score -681747.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -681835.000000 Penalty: 4266.543457
	Iteration 4Q: 3 clusters Score -681835 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -681898.687500 Penalty: 4266.543457
	Iteration 5Q: 3 clusters Score -681898.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -681957.750000 Penalty: 4266.543457
	Iteration 6Q: 3 clusters Score -681957.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -682011.875000 Penalty: 4266.543457
	Iteration 7Q: 3 clusters Score -682011.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -682059.375000 Penalty: 4266.543457
	Iteration 8Q: 3 clusters Score -682059.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -682108.750000 Penalty: 4266.543457
	Iteration 9Q: 3 clusters Score -682108.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -682151.187500 Penalty: 4266.543457
	Iteration 10Q: 3 clusters Score -682151.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -682200.875000 Penalty: 4266.543457
	Iteration 11Q: 3 clusters Score -682200.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -682256.500000 Penalty: 4266.543457
	Iteration 12Q: 3 clusters Score -682256.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -682322.187500 Penalty: 4266.543457
	Iteration 13Q: 3 clusters Score -682322.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -682398.500000 Penalty: 4266.543457
	Iteration 14Q: 3 clusters Score -682398.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -682469.312500 Penalty: 4266.543457
	Iteration 15Q: 3 clusters Score -682469.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -682539.250000 Penalty: 4266.543457
	Iteration 16Q: 3 clusters Score -682539.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -682594.687500 Penalty: 4266.543457
	Iteration 17Q: 3 clusters Score -682594.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -682654.500000 Penalty: 4266.543457
	Iteration 18Q: 3 clusters Score -682654.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -682721.312500 Penalty: 4266.543457
	Iteration 19Q: 3 clusters Score -682721.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -682787.625000 Penalty: 4266.543457
	Iteration 20F: 3 clusters Score -682787.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -682857.000000 Penalty: 4266.543457
	Iteration 21Q: 3 clusters Score -682857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -682927.812500 Penalty: 4266.543457
	Iteration 22Q: 3 clusters Score -682927.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -682988.500000 Penalty: 4266.543457
	Iteration 23Q: 3 clusters Score -682988.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -683037.187500 Penalty: 4266.543457
	Iteration 24Q: 3 clusters Score -683037.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -683073.062500 Penalty: 4266.543457
	Iteration 25Q: 3 clusters Score -683073.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -683105.375000 Penalty: 4266.543457
	Iteration 26Q: 3 clusters Score -683105.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -683136.062500 Penalty: 4266.543457
	Iteration 27Q: 3 clusters Score -683136.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -683163.062500 Penalty: 4266.543457
	Iteration 28Q: 3 clusters Score -683163.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -683186.250000 Penalty: 4266.543457
	Iteration 29Q: 3 clusters Score -683186.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -683207.125000 Penalty: 4266.543457
	Iteration 30Q: 3 clusters Score -683207.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -683221.625000 Penalty: 4266.543457
	Iteration 31Q: 3 clusters Score -683221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -683235.750000 Penalty: 4266.543457
	Iteration 32Q: 3 clusters Score -683235.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -683245.500000 Penalty: 4266.543457
	Iteration 33Q: 3 clusters Score -683245.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -683255.812500 Penalty: 4266.543457
	Iteration 34Q: 3 clusters Score -683255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -683264.625000 Penalty: 4266.543457
	Iteration 35Q: 3 clusters Score -683264.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -683270.812500 Penalty: 4266.543457
	Iteration 36Q: 3 clusters Score -683270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -683281.750000 Penalty: 4266.543457
	Iteration 37Q: 3 clusters Score -683281.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -683290.812500 Penalty: 4266.543457
	Iteration 38Q: 3 clusters Score -683290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -683297.812500 Penalty: 4266.543457
	Iteration 39Q: 3 clusters Score -683297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -683304.062500 Penalty: 4266.543457
	Iteration 40F: 3 clusters Score -683304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -683307.375000 Penalty: 4266.543457
	Iteration 41Q: 3 clusters Score -683307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -683311.812500 Penalty: 4266.543457
	Iteration 42Q: 3 clusters Score -683311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -683314.000000 Penalty: 4266.543457
	Iteration 43Q: 3 clusters Score -683314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -683316.187500 Penalty: 4266.543457
	Iteration 44Q: 3 clusters Score -683316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -683317.625000 Penalty: 4266.543457
	Iteration 45Q: 3 clusters Score -683317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -683319.812500 Penalty: 4266.543457
	Iteration 46Q: 3 clusters Score -683319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -683320.000000 Penalty: 4266.543457
	Iteration 47Q: 3 clusters Score -683320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -683320.000000 Penalty: 4266.543457
	Iteration 48F: 3 clusters Score -683320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3793955.000000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -3793955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3773911.000000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -3773911 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3780929.000000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -3780929 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3781426.000000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -3781426 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3781896.250000 Penalty: 5098.354492
	Iteration 3Q: 3 clusters Score -3781896 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3782314.000000 Penalty: 5098.354492
	Iteration 4Q: 3 clusters Score -3782314 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3782801.000000 Penalty: 5098.354492
	Iteration 5Q: 3 clusters Score -3782801 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3783450.500000 Penalty: 5098.354492
	Iteration 6Q: 3 clusters Score -3783450 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3784341.000000 Penalty: 5098.354492
	Iteration 7F: 3 clusters Score -3784341 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3785571.500000 Penalty: 5098.354492
	Iteration 8F: 3 clusters Score -3785572 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3786933.500000 Penalty: 5098.354492
	Iteration 9F: 3 clusters Score -3786934 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3788272.250000 Penalty: 5098.354492
	Iteration 10F: 3 clusters Score -3788272 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3789502.000000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -3789502 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3790440.750000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -3790441 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3791074.500000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -3791074 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3791435.000000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -3791435 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3791661.500000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -3791662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3791779.500000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -3791780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3791845.750000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -3791846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3791888.000000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -3791888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3791898.500000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -3791898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3791911.250000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -3791911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3791924.750000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -3791925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3791944.500000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -3791944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3791963.250000 Penalty: 5098.354492
	Iteration 23Q: 3 clusters Score -3791963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3791973.000000 Penalty: 5098.354492
	Iteration 24Q: 3 clusters Score -3791973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3791977.750000 Penalty: 5098.354492
	Iteration 25Q: 3 clusters Score -3791978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3791984.500000 Penalty: 5098.354492
	Iteration 26Q: 3 clusters Score -3791984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3791987.000000 Penalty: 5098.354492
	Iteration 27Q: 3 clusters Score -3791987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3791987.750000 Penalty: 5098.354492
	Iteration 28Q: 3 clusters Score -3791988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3791992.500000 Penalty: 5098.354492
	Iteration 29Q: 3 clusters Score -3791992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3791997.000000 Penalty: 5098.354492
	Iteration 30Q: 3 clusters Score -3791997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3791993.750000 Penalty: 5098.354492
	Iteration 31Q: 3 clusters Score -3791994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3791999.750000 Penalty: 5098.354492
	Iteration 32Q: 3 clusters Score -3792000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3792012.000000 Penalty: 5098.354492
	Iteration 33Q: 3 clusters Score -3792012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3792014.000000 Penalty: 5098.354492
	Iteration 34Q: 3 clusters Score -3792014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3792015.000000 Penalty: 5098.354492
	Iteration 35Q: 3 clusters Score -3792015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3792016.000000 Penalty: 5098.354492
	Iteration 36Q: 3 clusters Score -3792016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3792020.000000 Penalty: 5098.354492
	Iteration 37Q: 3 clusters Score -3792020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3792018.500000 Penalty: 5098.354492
	Iteration 38Q: 3 clusters Score -3792018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3792021.500000 Penalty: 5098.354492
	Iteration 39Q: 3 clusters Score -3792022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3792028.000000 Penalty: 5098.354492
	Iteration 40F: 3 clusters Score -3792028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3792028.250000 Penalty: 5098.354492
	Iteration 41Q: 3 clusters Score -3792028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3792024.250000 Penalty: 5098.354492
	Iteration 42Q: 3 clusters Score -3792024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3792024.250000 Penalty: 5098.354492
	Iteration 43F: 3 clusters Score -3792024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -361522.375000 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -361522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -358302.156250 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -358302.2 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -359125.937500 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -359125.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -359352.968750 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -359353 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359472.500000 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -359472.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -359551.562500 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -359551.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -359623.875000 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -359623.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -359701.218750 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -359701.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -359781.156250 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -359781.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -359862.968750 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -359863 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -359954.687500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -359954.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -360043.812500 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -360043.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -360156.812500 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -360156.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -360268.781250 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -360268.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -360376.843750 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -360376.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -360455.437500 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -360455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -360494.187500 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -360494.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -360522.812500 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -360522.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -360547.625000 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -360547.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -360579.375000 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -360579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -360593.312500 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -360593.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -360613.687500 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -360613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -360647.812500 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -360647.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -360668.531250 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -360668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -360680.531250 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -360680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -360687.062500 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -360687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -360692.281250 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -360692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -360696.687500 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -360696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -360698.687500 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -360698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -360698.687500 Penalty: 3972.314453
	Iteration 28F: 3 clusters Score -360698.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107514.765625 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107514.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107978.000000 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -107978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108321.671875 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108321.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108630.382812 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108630.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108910.070312 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108910.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109187.250000 Penalty: 3460.268555
	Iteration 5F: 3 clusters Score -109187.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109322.054688 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -109322.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109367.890625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -109367.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109399.718750 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109424.960938 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109446.468750 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109468.789062 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109472.156250 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109474.046875 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -109474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109485.765625 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -109485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109495.312500 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -109495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109505.007812 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -109505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109518.859375 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -109518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109523.117188 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -109523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109524.125000 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -109524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109524.125000 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -109524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 55803 members 
Mstep: Class 5 contains 181613 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144300 members 
Mstep: Class 8 contains 204983 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
Score: -166404592.000000 Penalty: 80372.445312
Splitting cluster 12 changes total score from -166406288.000000 to -166404592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69254.078125 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69254.08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69529.109375 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69529.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69786.671875 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69786.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69881.695312 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -69881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69963.851562 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -69963.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70047.000000 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -70047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70115.039062 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70115.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70230.742188 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70230.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70317.929688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70317.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70479.234375 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70479.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70557.773438 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70557.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70605.195312 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -70605.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70682.351562 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -70682.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70790.445312 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -70790.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70932.398438 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -70932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70976.148438 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -70976.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71001.273438 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -71001.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71013.796875 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -71013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71023.937500 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -71023.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71026.062500 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -71026.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71029.203125 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -71029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71041.117188 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -71041.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71046.335938 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -71046.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71050.421875 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -71050.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71050.421875 Penalty: 3198.649170
	Iteration 24F: 3 clusters Score -71050.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 55803 members 
Mstep: Class 5 contains 181613 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144300 members 
Mstep: Class 8 contains 204983 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
Score: -166404624.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166406288.000000 to -166404624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Entering Unmasked Estep 
Score: -22094844.000000 Penalty: 2989.384766
	Iteration 0F: 2 clusters Score -2.209484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -21981242.000000 Penalty: 5978.769531
	Iteration 0F: 3 clusters Score -2.198124e+07 nChanged 82062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -22028666.000000 Penalty: 5978.769531
	Iteration 1F: 3 clusters Score -2.202867e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -22029476.000000 Penalty: 5978.769531
	Iteration 2Q: 3 clusters Score -2.202948e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -22030592.000000 Penalty: 5978.769531
	Iteration 3Q: 3 clusters Score -2.203059e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -22031820.000000 Penalty: 5978.769531
	Iteration 4Q: 3 clusters Score -2.203182e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -22033346.000000 Penalty: 5978.769531
	Iteration 5Q: 3 clusters Score -2.203335e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -22035572.000000 Penalty: 5978.769531
	Iteration 6Q: 3 clusters Score -2.203557e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -22038466.000000 Penalty: 5978.769531
	Iteration 7Q: 3 clusters Score -2.203847e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -22042668.000000 Penalty: 5978.769531
	Iteration 8Q: 3 clusters Score -2.204267e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -22048462.000000 Penalty: 5978.769531
	Iteration 9F: 3 clusters Score -2.204846e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -22055616.000000 Penalty: 5978.769531
	Iteration 10F: 3 clusters Score -2.205562e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132329 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -22063588.000000 Penalty: 5978.769531
	Iteration 11F: 3 clusters Score -2.206359e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140658 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -22071330.000000 Penalty: 5978.769531
	Iteration 12F: 3 clusters Score -2.207133e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -22077524.000000 Penalty: 5978.769531
	Iteration 13Q: 3 clusters Score -2.207752e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -22081852.000000 Penalty: 5978.769531
	Iteration 14Q: 3 clusters Score -2.208185e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -22084688.000000 Penalty: 5978.769531
	Iteration 15Q: 3 clusters Score -2.208469e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -22086572.000000 Penalty: 5978.769531
	Iteration 16Q: 3 clusters Score -2.208657e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -22087882.000000 Penalty: 5978.769531
	Iteration 17Q: 3 clusters Score -2.208788e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -22089024.000000 Penalty: 5978.769531
	Iteration 18Q: 3 clusters Score -2.208902e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -22089786.000000 Penalty: 5978.769531
	Iteration 19Q: 3 clusters Score -2.208979e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166235 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -22090360.000000 Penalty: 5978.769531
	Iteration 20F: 3 clusters Score -2.209036e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -22090760.000000 Penalty: 5978.769531
	Iteration 21Q: 3 clusters Score -2.209076e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -22091096.000000 Penalty: 5978.769531
	Iteration 22Q: 3 clusters Score -2.20911e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22091408.000000 Penalty: 5978.769531
	Iteration 23Q: 3 clusters Score -2.209141e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -22091590.000000 Penalty: 5978.769531
	Iteration 24Q: 3 clusters Score -2.209159e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22091754.000000 Penalty: 5978.769531
	Iteration 25Q: 3 clusters Score -2.209175e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169829 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -22091952.000000 Penalty: 5978.769531
	Iteration 26Q: 3 clusters Score -2.209195e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22092036.000000 Penalty: 5978.769531
	Iteration 27Q: 3 clusters Score -2.209204e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22092068.000000 Penalty: 5978.769531
	Iteration 28Q: 3 clusters Score -2.209207e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170394 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -22092118.000000 Penalty: 5978.769531
	Iteration 29Q: 3 clusters Score -2.209212e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22092164.000000 Penalty: 5978.769531
	Iteration 30Q: 3 clusters Score -2.209216e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22092224.000000 Penalty: 5978.769531
	Iteration 31Q: 3 clusters Score -2.209222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170655 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22092222.000000 Penalty: 5978.769531
	Iteration 32Q: 3 clusters Score -2.209222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -22092264.000000 Penalty: 5978.769531
	Iteration 33Q: 3 clusters Score -2.209226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170756 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22092272.000000 Penalty: 5978.769531
	Iteration 34Q: 3 clusters Score -2.209227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -22092328.000000 Penalty: 5978.769531
	Iteration 35Q: 3 clusters Score -2.209233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22092328.000000 Penalty: 5978.769531
	Iteration 36Q: 3 clusters Score -2.209233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170834 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22092340.000000 Penalty: 5978.769531
	Iteration 37Q: 3 clusters Score -2.209234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170860 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22092344.000000 Penalty: 5978.769531
	Iteration 38Q: 3 clusters Score -2.209234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22092354.000000 Penalty: 5978.769531
	Iteration 39Q: 3 clusters Score -2.209235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22092372.000000 Penalty: 5978.769531
	Iteration 40F: 3 clusters Score -2.209237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22092384.000000 Penalty: 5978.769531
	Iteration 41Q: 3 clusters Score -2.209238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22092394.000000 Penalty: 5978.769531
	Iteration 42Q: 3 clusters Score -2.209239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170928 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22092388.000000 Penalty: 5978.769531
	Iteration 43Q: 3 clusters Score -2.209239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170935 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22092392.000000 Penalty: 5978.769531
	Iteration 44Q: 3 clusters Score -2.209239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22092390.000000 Penalty: 5978.769531
	Iteration 45Q: 3 clusters Score -2.209239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22092396.000000 Penalty: 5978.769531
	Iteration 46Q: 3 clusters Score -2.20924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22092396.000000 Penalty: 5978.769531
	Iteration 47F: 3 clusters Score -2.20924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -88777.140625 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -88777.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87045.218750 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -87045.22 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87257.789062 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -87257.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87331.617188 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -87331.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87371.250000 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -87371.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87393.632812 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -87393.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87398.257812 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -87398.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87398.257812 Penalty: 3278.905029
	Iteration 6F: 3 clusters Score -87398.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Entering Unmasked Estep 
Score: -5869876.500000 Penalty: 2656.844727
	Iteration 0F: 2 clusters Score -5869876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5839486.500000 Penalty: 5313.689453
	Iteration 0F: 3 clusters Score -5839486 nChanged 20587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5850674.000000 Penalty: 5313.689453
	Iteration 1F: 3 clusters Score -5850674 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -5851330.000000 Penalty: 5313.689453
	Iteration 2Q: 3 clusters Score -5851330 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5852122.500000 Penalty: 5313.689453
	Iteration 3Q: 3 clusters Score -5852122 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5853018.000000 Penalty: 5313.689453
	Iteration 4Q: 3 clusters Score -5853018 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -5854096.000000 Penalty: 5313.689453
	Iteration 5F: 3 clusters Score -5854096 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5855526.000000 Penalty: 5313.689453
	Iteration 6F: 3 clusters Score -5855526 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5857432.500000 Penalty: 5313.689453
	Iteration 7F: 3 clusters Score -5857432 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -5859659.500000 Penalty: 5313.689453
	Iteration 8F: 3 clusters Score -5859660 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -5861933.000000 Penalty: 5313.689453
	Iteration 9F: 3 clusters Score -5861933 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5863362.500000 Penalty: 5313.689453
	Iteration 10Q: 3 clusters Score -5863362 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -5864154.000000 Penalty: 5313.689453
	Iteration 11Q: 3 clusters Score -5864154 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -5864571.500000 Penalty: 5313.689453
	Iteration 12Q: 3 clusters Score -5864572 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5864871.500000 Penalty: 5313.689453
	Iteration 13Q: 3 clusters Score -5864872 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -5865123.500000 Penalty: 5313.689453
	Iteration 14Q: 3 clusters Score -5865124 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5865325.500000 Penalty: 5313.689453
	Iteration 15Q: 3 clusters Score -5865326 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5865523.000000 Penalty: 5313.689453
	Iteration 16Q: 3 clusters Score -5865523 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5865701.500000 Penalty: 5313.689453
	Iteration 17Q: 3 clusters Score -5865702 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5865860.500000 Penalty: 5313.689453
	Iteration 18Q: 3 clusters Score -5865860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -5865992.500000 Penalty: 5313.689453
	Iteration 19Q: 3 clusters Score -5865992 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5866135.500000 Penalty: 5313.689453
	Iteration 20F: 3 clusters Score -5866136 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -5866261.000000 Penalty: 5313.689453
	Iteration 21Q: 3 clusters Score -5866261 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5866377.000000 Penalty: 5313.689453
	Iteration 22Q: 3 clusters Score -5866377 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5866511.500000 Penalty: 5313.689453
	Iteration 23Q: 3 clusters Score -5866512 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5866596.000000 Penalty: 5313.689453
	Iteration 24Q: 3 clusters Score -5866596 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5866710.500000 Penalty: 5313.689453
	Iteration 25Q: 3 clusters Score -5866710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -5866809.000000 Penalty: 5313.689453
	Iteration 26Q: 3 clusters Score -5866809 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5866903.000000 Penalty: 5313.689453
	Iteration 27Q: 3 clusters Score -5866903 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5866988.500000 Penalty: 5313.689453
	Iteration 28Q: 3 clusters Score -5866988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5867046.500000 Penalty: 5313.689453
	Iteration 29Q: 3 clusters Score -5867046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5867113.500000 Penalty: 5313.689453
	Iteration 30Q: 3 clusters Score -5867114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5867158.000000 Penalty: 5313.689453
	Iteration 31Q: 3 clusters Score -5867158 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -5867212.500000 Penalty: 5313.689453
	Iteration 32Q: 3 clusters Score -5867212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5867280.500000 Penalty: 5313.689453
	Iteration 33Q: 3 clusters Score -5867280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5867354.000000 Penalty: 5313.689453
	Iteration 34Q: 3 clusters Score -5867354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5867387.500000 Penalty: 5313.689453
	Iteration 35Q: 3 clusters Score -5867388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5867426.000000 Penalty: 5313.689453
	Iteration 36Q: 3 clusters Score -5867426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -5867455.500000 Penalty: 5313.689453
	Iteration 37Q: 3 clusters Score -5867456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5867482.500000 Penalty: 5313.689453
	Iteration 38Q: 3 clusters Score -5867482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5867517.000000 Penalty: 5313.689453
	Iteration 39Q: 3 clusters Score -5867517 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5867550.000000 Penalty: 5313.689453
	Iteration 40F: 3 clusters Score -5867550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5867579.000000 Penalty: 5313.689453
	Iteration 41Q: 3 clusters Score -5867579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5867604.500000 Penalty: 5313.689453
	Iteration 42Q: 3 clusters Score -5867604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -5867628.500000 Penalty: 5313.689453
	Iteration 43Q: 3 clusters Score -5867628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5867661.000000 Penalty: 5313.689453
	Iteration 44Q: 3 clusters Score -5867661 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5867692.500000 Penalty: 5313.689453
	Iteration 45Q: 3 clusters Score -5867692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5867706.000000 Penalty: 5313.689453
	Iteration 46Q: 3 clusters Score -5867706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5867721.000000 Penalty: 5313.689453
	Iteration 47Q: 3 clusters Score -5867721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5867726.500000 Penalty: 5313.689453
	Iteration 48Q: 3 clusters Score -5867726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5867743.500000 Penalty: 5313.689453
	Iteration 49Q: 3 clusters Score -5867744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -5867767.500000 Penalty: 5313.689453
	Iteration 50Q: 3 clusters Score -5867768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5867772.500000 Penalty: 5313.689453
	Iteration 51Q: 3 clusters Score -5867772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5867776.000000 Penalty: 5313.689453
	Iteration 52Q: 3 clusters Score -5867776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5867794.000000 Penalty: 5313.689453
	Iteration 53Q: 3 clusters Score -5867794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5867805.000000 Penalty: 5313.689453
	Iteration 54Q: 3 clusters Score -5867805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5867804.000000 Penalty: 5313.689453
	Iteration 55Q: 3 clusters Score -5867804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5867810.000000 Penalty: 5313.689453
	Iteration 56Q: 3 clusters Score -5867810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5867823.500000 Penalty: 5313.689453
	Iteration 57Q: 3 clusters Score -5867824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5867814.000000 Penalty: 5313.689453
	Iteration 58Q: 3 clusters Score -5867814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5867816.500000 Penalty: 5313.689453
	Iteration 59Q: 3 clusters Score -5867816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5867820.500000 Penalty: 5313.689453
	Iteration 60F: 3 clusters Score -5867820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5867819.500000 Penalty: 5313.689453
	Iteration 61Q: 3 clusters Score -5867820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5867828.000000 Penalty: 5313.689453
	Iteration 62Q: 3 clusters Score -5867828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5867819.500000 Penalty: 5313.689453
	Iteration 63Q: 3 clusters Score -5867820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5867815.500000 Penalty: 5313.689453
	Iteration 64Q: 3 clusters Score -5867816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5867819.000000 Penalty: 5313.689453
	Iteration 65Q: 3 clusters Score -5867819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5867829.000000 Penalty: 5313.689453
	Iteration 66Q: 3 clusters Score -5867829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5867833.000000 Penalty: 5313.689453
	Iteration 67Q: 3 clusters Score -5867833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5867833.500000 Penalty: 5313.689453
	Iteration 68Q: 3 clusters Score -5867834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5867827.500000 Penalty: 5313.689453
	Iteration 69Q: 3 clusters Score -5867828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5867828.000000 Penalty: 5313.689453
	Iteration 70Q: 3 clusters Score -5867828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5867828.000000 Penalty: 5313.689453
	Iteration 71Q: 3 clusters Score -5867828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -5867834.500000 Penalty: 5313.689453
	Iteration 72Q: 3 clusters Score -5867834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5867832.500000 Penalty: 5313.689453
	Iteration 73Q: 3 clusters Score -5867832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5867832.500000 Penalty: 5313.689453
	Iteration 74Q: 3 clusters Score -5867832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5867841.500000 Penalty: 5313.689453
	Iteration 75Q: 3 clusters Score -5867842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5867839.500000 Penalty: 5313.689453
	Iteration 76Q: 3 clusters Score -5867840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5867850.500000 Penalty: 5313.689453
	Iteration 77Q: 3 clusters Score -5867850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5867848.000000 Penalty: 5313.689453
	Iteration 78Q: 3 clusters Score -5867848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5867852.500000 Penalty: 5313.689453
	Iteration 79Q: 3 clusters Score -5867852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5867860.000000 Penalty: 5313.689453
	Iteration 80F: 3 clusters Score -5867860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5867861.500000 Penalty: 5313.689453
	Iteration 81Q: 3 clusters Score -5867862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5867862.000000 Penalty: 5313.689453
	Iteration 82Q: 3 clusters Score -5867862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5867865.500000 Penalty: 5313.689453
	Iteration 83Q: 3 clusters Score -5867866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5867866.500000 Penalty: 5313.689453
	Iteration 84Q: 3 clusters Score -5867866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5867866.500000 Penalty: 5313.689453
	Iteration 85Q: 3 clusters Score -5867866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -5867867.000000 Penalty: 5313.689453
	Iteration 86Q: 3 clusters Score -5867867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5867862.000000 Penalty: 5313.689453
	Iteration 87Q: 3 clusters Score -5867862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5867862.000000 Penalty: 5313.689453
	Iteration 88F: 3 clusters Score -5867862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 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 378 members 
Entering Unmasked Estep 
Score: -85063.609375 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85063.61 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85414.273438 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85414.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85617.289062 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85617.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85977.015625 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85977.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86272.460938 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -86272.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86555.382812 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -86555.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86695.101562 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -86695.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86815.320312 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -86815.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86927.687500 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86927.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87005.367188 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87005.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87079.796875 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87190.343750 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87190.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87263.359375 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87263.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87327.867188 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87327.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87351.453125 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -87351.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87370.156250 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -87370.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87416.546875 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -87416.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87474.382812 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -87474.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87555.437500 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -87555.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87594.117188 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -87594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87594.117188 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -87594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 55803 members 
Mstep: Class 5 contains 181613 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144300 members 
Mstep: Class 8 contains 204983 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
Score: -166405152.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166406288.000000 to -166405152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -964782.875000 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -964782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -958735.937500 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -958735.9 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -960261.437500 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -960261.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -960529.500000 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -960529.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -960742.500000 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -960742.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -960954.062500 Penalty: 4422.986328
	Iteration 4Q: 3 clusters Score -960954.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -961159.625000 Penalty: 4422.986328
	Iteration 5Q: 3 clusters Score -961159.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -961332.687500 Penalty: 4422.986328
	Iteration 6Q: 3 clusters Score -961332.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -961500.812500 Penalty: 4422.986328
	Iteration 7Q: 3 clusters Score -961500.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -961681.250000 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -961681.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -961880.562500 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -961880.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -962084.625000 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -962084.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -962277.125000 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -962277.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -962472.937500 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -962472.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -962647.375000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -962647.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -962805.625000 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -962805.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -962908.437500 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -962908.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -962977.750000 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -962977.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -963018.500000 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -963018.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -963049.562500 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -963049.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -963073.375000 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -963073.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -963088.437500 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -963088.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -963105.000000 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -963105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -963118.625000 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -963118.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -963130.250000 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -963130.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -963138.437500 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -963138.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -963145.500000 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -963145.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -963150.187500 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -963150.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -963155.500000 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -963155.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -963158.437500 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -963158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -963166.312500 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -963166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -963167.312500 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -963167.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -963171.125000 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -963171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -963176.750000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -963176.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -963183.187500 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -963183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -963184.625000 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -963184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -963187.125000 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -963187.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -963189.937500 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -963189.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -963196.312500 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -963196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -963198.125000 Penalty: 4422.986328
	Iteration 38Q: 3 clusters Score -963198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -963203.562500 Penalty: 4422.986328
	Iteration 39Q: 3 clusters Score -963203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -963205.687500 Penalty: 4422.986328
	Iteration 40F: 3 clusters Score -963205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -963210.437500 Penalty: 4422.986328
	Iteration 41Q: 3 clusters Score -963210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -963212.375000 Penalty: 4422.986328
	Iteration 42Q: 3 clusters Score -963212.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -963217.375000 Penalty: 4422.986328
	Iteration 43Q: 3 clusters Score -963217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -963225.812500 Penalty: 4422.986328
	Iteration 44Q: 3 clusters Score -963225.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -963231.187500 Penalty: 4422.986328
	Iteration 45Q: 3 clusters Score -963231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -963235.937500 Penalty: 4422.986328
	Iteration 46Q: 3 clusters Score -963235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -963240.500000 Penalty: 4422.986328
	Iteration 47Q: 3 clusters Score -963240.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -963239.437500 Penalty: 4422.986328
	Iteration 48Q: 3 clusters Score -963239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -963239.187500 Penalty: 4422.986328
	Iteration 49Q: 3 clusters Score -963239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -963241.375000 Penalty: 4422.986328
	Iteration 50Q: 3 clusters Score -963241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -963243.437500 Penalty: 4422.986328
	Iteration 51Q: 3 clusters Score -963243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -963245.750000 Penalty: 4422.986328
	Iteration 52Q: 3 clusters Score -963245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -963247.812500 Penalty: 4422.986328
	Iteration 53Q: 3 clusters Score -963247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -963246.187500 Penalty: 4422.986328
	Iteration 54Q: 3 clusters Score -963246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -963246.812500 Penalty: 4422.986328
	Iteration 55Q: 3 clusters Score -963246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -963247.062500 Penalty: 4422.986328
	Iteration 56Q: 3 clusters Score -963247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -963247.062500 Penalty: 4422.986328
	Iteration 57F: 3 clusters Score -963247.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -953467.062500 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -953467.1 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 3676 members 
Entering Unmasked Estep 
Score: -947410.375000 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -947410.4 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -949040.875000 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -949040.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -949310.375000 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -949310.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -949508.750000 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -949508.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -949680.437500 Penalty: 4420.186035
	Iteration 4Q: 3 clusters Score -949680.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -949835.625000 Penalty: 4420.186035
	Iteration 5Q: 3 clusters Score -949835.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -949973.625000 Penalty: 4420.186035
	Iteration 6Q: 3 clusters Score -949973.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -950102.125000 Penalty: 4420.186035
	Iteration 7Q: 3 clusters Score -950102.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -950234.250000 Penalty: 4420.186035
	Iteration 8Q: 3 clusters Score -950234.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -950353.375000 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -950353.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -950468.562500 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -950468.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -950589.937500 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -950589.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -950705.062500 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -950705.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -950812.437500 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -950812.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -950937.375000 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -950937.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -951050.812500 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -951050.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -951157.750000 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -951157.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -951278.250000 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -951278.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -951399.000000 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -951399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -951505.937500 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -951505.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -951581.625000 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -951581.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -951632.250000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -951632.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -951677.625000 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -951677.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -951712.750000 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -951712.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -951734.500000 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -951734.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -951752.812500 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -951752.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -951765.937500 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -951765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -951780.062500 Penalty: 4420.186035
	Iteration 27Q: 3 clusters Score -951780.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -951784.875000 Penalty: 4420.186035
	Iteration 28Q: 3 clusters Score -951784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -951792.375000 Penalty: 4420.186035
	Iteration 29Q: 3 clusters Score -951792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -951798.125000 Penalty: 4420.186035
	Iteration 30Q: 3 clusters Score -951798.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -951805.937500 Penalty: 4420.186035
	Iteration 31Q: 3 clusters Score -951805.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -951814.812500 Penalty: 4420.186035
	Iteration 32Q: 3 clusters Score -951814.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -951818.625000 Penalty: 4420.186035
	Iteration 33Q: 3 clusters Score -951818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -951823.562500 Penalty: 4420.186035
	Iteration 34Q: 3 clusters Score -951823.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -951828.125000 Penalty: 4420.186035
	Iteration 35Q: 3 clusters Score -951828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -951829.500000 Penalty: 4420.186035
	Iteration 36Q: 3 clusters Score -951829.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -951832.875000 Penalty: 4420.186035
	Iteration 37Q: 3 clusters Score -951832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -951836.062500 Penalty: 4420.186035
	Iteration 38Q: 3 clusters Score -951836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -951841.687500 Penalty: 4420.186035
	Iteration 39Q: 3 clusters Score -951841.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -951846.062500 Penalty: 4420.186035
	Iteration 40F: 3 clusters Score -951846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -951849.250000 Penalty: 4420.186035
	Iteration 41Q: 3 clusters Score -951849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -951854.625000 Penalty: 4420.186035
	Iteration 42Q: 3 clusters Score -951854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -951860.000000 Penalty: 4420.186035
	Iteration 43Q: 3 clusters Score -951860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -951865.750000 Penalty: 4420.186035
	Iteration 44Q: 3 clusters Score -951865.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -951870.437500 Penalty: 4420.186035
	Iteration 45Q: 3 clusters Score -951870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -951872.312500 Penalty: 4420.186035
	Iteration 46Q: 3 clusters Score -951872.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -951873.250000 Penalty: 4420.186035
	Iteration 47Q: 3 clusters Score -951873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -951878.250000 Penalty: 4420.186035
	Iteration 48Q: 3 clusters Score -951878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -951880.375000 Penalty: 4420.186035
	Iteration 49Q: 3 clusters Score -951880.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -951885.250000 Penalty: 4420.186035
	Iteration 50Q: 3 clusters Score -951885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -951886.937500 Penalty: 4420.186035
	Iteration 51Q: 3 clusters Score -951886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -951890.250000 Penalty: 4420.186035
	Iteration 52Q: 3 clusters Score -951890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -951894.750000 Penalty: 4420.186035
	Iteration 53Q: 3 clusters Score -951894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -951892.750000 Penalty: 4420.186035
	Iteration 54Q: 3 clusters Score -951892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -951892.875000 Penalty: 4420.186035
	Iteration 55Q: 3 clusters Score -951892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -951894.437500 Penalty: 4420.186035
	Iteration 56Q: 3 clusters Score -951894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -951894.562500 Penalty: 4420.186035
	Iteration 57Q: 3 clusters Score -951894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -951894.375000 Penalty: 4420.186035
	Iteration 58Q: 3 clusters Score -951894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -951894.937500 Penalty: 4420.186035
	Iteration 59Q: 3 clusters Score -951894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -951894.687500 Penalty: 4420.186035
	Iteration 60F: 3 clusters Score -951894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -951895.812500 Penalty: 4420.186035
	Iteration 61Q: 3 clusters Score -951895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -951894.750000 Penalty: 4420.186035
	Iteration 62Q: 3 clusters Score -951894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -951895.250000 Penalty: 4420.186035
	Iteration 63Q: 3 clusters Score -951895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -951895.000000 Penalty: 4420.186035
	Iteration 64Q: 3 clusters Score -951895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -951896.437500 Penalty: 4420.186035
	Iteration 65Q: 3 clusters Score -951896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -951896.000000 Penalty: 4420.186035
	Iteration 66Q: 3 clusters Score -951896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -951896.000000 Penalty: 4420.186035
	Iteration 67F: 3 clusters Score -951896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -228833.250000 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -228833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -226380.359375 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -226380.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -227016.921875 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -227016.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -227192.781250 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -227192.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -227294.578125 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -227294.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227361.296875 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -227361.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227398.250000 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -227398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -227428.531250 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -227428.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -227457.156250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -227457.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -227479.734375 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -227479.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -227501.390625 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -227501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -227516.812500 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -227516.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -227543.750000 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -227543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -227564.218750 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -227564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -227584.078125 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -227584.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -227606.796875 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -227606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -227632.140625 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -227632.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -227659.046875 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -227659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -227689.187500 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -227689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -227716.093750 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -227716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -227742.312500 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -227742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -227775.062500 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -227775.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -227825.765625 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -227825.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -227960.125000 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -227960.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -228091.796875 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -228091.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -228180.578125 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -228180.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -228238.031250 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -228238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -228265.781250 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -228265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228284.328125 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -228284.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -228305.218750 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -228305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -228323.750000 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -228323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228332.609375 Penalty: 3749.800049
	Iteration 30Q: 3 clusters Score -228332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228334.750000 Penalty: 3749.800049
	Iteration 31Q: 3 clusters Score -228334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -228335.453125 Penalty: 3749.800049
	Iteration 32Q: 3 clusters Score -228335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228337.375000 Penalty: 3749.800049
	Iteration 33Q: 3 clusters Score -228337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228338.703125 Penalty: 3749.800049
	Iteration 34Q: 3 clusters Score -228338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -228345.968750 Penalty: 3749.800049
	Iteration 35Q: 3 clusters Score -228346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -228352.625000 Penalty: 3749.800049
	Iteration 36Q: 3 clusters Score -228352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -228354.500000 Penalty: 3749.800049
	Iteration 37Q: 3 clusters Score -228354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228357.421875 Penalty: 3749.800049
	Iteration 38Q: 3 clusters Score -228357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -228360.531250 Penalty: 3749.800049
	Iteration 39Q: 3 clusters Score -228360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228364.093750 Penalty: 3749.800049
	Iteration 40F: 3 clusters Score -228364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228367.015625 Penalty: 3749.800049
	Iteration 41Q: 3 clusters Score -228367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -228372.046875 Penalty: 3749.800049
	Iteration 42Q: 3 clusters Score -228372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -228374.703125 Penalty: 3749.800049
	Iteration 43Q: 3 clusters Score -228374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -228376.218750 Penalty: 3749.800049
	Iteration 44Q: 3 clusters Score -228376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -228380.125000 Penalty: 3749.800049
	Iteration 45Q: 3 clusters Score -228380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228381.906250 Penalty: 3749.800049
	Iteration 46Q: 3 clusters Score -228381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -228383.078125 Penalty: 3749.800049
	Iteration 47Q: 3 clusters Score -228383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -228386.156250 Penalty: 3749.800049
	Iteration 48Q: 3 clusters Score -228386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -228386.156250 Penalty: 3749.800049
	Iteration 49F: 3 clusters Score -228386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Entering Unmasked Estep 
Score: -2528763.750000 Penalty: 2452.606201
	Iteration 0F: 2 clusters Score -2528764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2514857.250000 Penalty: 4905.212402
	Iteration 0F: 3 clusters Score -2514857 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2519448.500000 Penalty: 4905.212402
	Iteration 1F: 3 clusters Score -2519448 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2519912.250000 Penalty: 4905.212402
	Iteration 2F: 3 clusters Score -2519912 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2520423.500000 Penalty: 4905.212402
	Iteration 3F: 3 clusters Score -2520424 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2521072.250000 Penalty: 4905.212402
	Iteration 4F: 3 clusters Score -2521072 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2521941.250000 Penalty: 4905.212402
	Iteration 5F: 3 clusters Score -2521941 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2523164.000000 Penalty: 4905.212402
	Iteration 6F: 3 clusters Score -2523164 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2524510.000000 Penalty: 4905.212402
	Iteration 7F: 3 clusters Score -2524510 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2525555.000000 Penalty: 4905.212402
	Iteration 8F: 3 clusters Score -2525555 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2526106.000000 Penalty: 4905.212402
	Iteration 9Q: 3 clusters Score -2526106 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2526366.750000 Penalty: 4905.212402
	Iteration 10Q: 3 clusters Score -2526367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2526487.000000 Penalty: 4905.212402
	Iteration 11Q: 3 clusters Score -2526487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2526559.250000 Penalty: 4905.212402
	Iteration 12Q: 3 clusters Score -2526559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2526588.000000 Penalty: 4905.212402
	Iteration 13Q: 3 clusters Score -2526588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2526605.750000 Penalty: 4905.212402
	Iteration 14Q: 3 clusters Score -2526606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2526620.250000 Penalty: 4905.212402
	Iteration 15Q: 3 clusters Score -2526620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2526627.250000 Penalty: 4905.212402
	Iteration 16Q: 3 clusters Score -2526627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2526631.000000 Penalty: 4905.212402
	Iteration 17Q: 3 clusters Score -2526631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2526634.500000 Penalty: 4905.212402
	Iteration 18Q: 3 clusters Score -2526634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2526635.500000 Penalty: 4905.212402
	Iteration 19Q: 3 clusters Score -2526636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2526637.000000 Penalty: 4905.212402
	Iteration 20F: 3 clusters Score -2526637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2526647.750000 Penalty: 4905.212402
	Iteration 21Q: 3 clusters Score -2526648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2526652.750000 Penalty: 4905.212402
	Iteration 22Q: 3 clusters Score -2526653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2526656.250000 Penalty: 4905.212402
	Iteration 23Q: 3 clusters Score -2526656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2526656.250000 Penalty: 4905.212402
	Iteration 24F: 3 clusters Score -2526656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -549620.750000 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -549620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -545547.750000 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -545547.8 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -546520.625000 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -546520.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -546764.875000 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -546764.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -546925.062500 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -546925.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -547021.625000 Penalty: 4158.183105
	Iteration 4Q: 3 clusters Score -547021.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -547099.687500 Penalty: 4158.183105
	Iteration 5Q: 3 clusters Score -547099.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -547168.062500 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -547168.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547235.437500 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -547235.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -547291.562500 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -547291.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -547356.312500 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -547356.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -547423.312500 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -547423.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -547484.812500 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -547484.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -547546.875000 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -547546.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -547619.687500 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -547619.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -547680.562500 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -547680.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -547740.437500 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -547740.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -547798.062500 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -547798.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -547839.500000 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -547839.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -547871.375000 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -547871.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -547895.812500 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -547895.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -547918.312500 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -547918.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -547934.375000 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -547934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -547949.687500 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -547949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -547964.187500 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -547964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -547975.250000 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -547975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -547984.312500 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -547984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -547996.750000 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -547996.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -548012.625000 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -548012.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -548026.375000 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -548026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -548037.437500 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -548037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -548044.187500 Penalty: 4158.183105
	Iteration 30Q: 3 clusters Score -548044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -548053.375000 Penalty: 4158.183105
	Iteration 31Q: 3 clusters Score -548053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -548057.750000 Penalty: 4158.183105
	Iteration 32Q: 3 clusters Score -548057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -548062.125000 Penalty: 4158.183105
	Iteration 33Q: 3 clusters Score -548062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -548063.562500 Penalty: 4158.183105
	Iteration 34Q: 3 clusters Score -548063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -548065.187500 Penalty: 4158.183105
	Iteration 35Q: 3 clusters Score -548065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -548067.187500 Penalty: 4158.183105
	Iteration 36Q: 3 clusters Score -548067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -548067.187500 Penalty: 4158.183105
	Iteration 37F: 3 clusters Score -548067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 55803 members 
Mstep: Class 5 contains 181613 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144300 members 
Mstep: Class 8 contains 204983 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406304.000000 Penalty: 76877.992188
Iteration 319Q: 23 clusters Score -1.664063e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196946 members 
Mstep: Class 2 contains 203685 members 
Mstep: Class 3 contains 30405 members 
Mstep: Class 4 contains 55802 members 
Mstep: Class 5 contains 181656 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144313 members 
Mstep: Class 8 contains 204985 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 29075 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171799 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44933 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7424 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406208.000000 Penalty: 76877.992188
Iteration 320F: 23 clusters Score -1.664062e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196894 members 
Mstep: Class 2 contains 203682 members 
Mstep: Class 3 contains 30403 members 
Mstep: Class 4 contains 55814 members 
Mstep: Class 5 contains 181667 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144332 members 
Mstep: Class 8 contains 205038 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 29049 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44921 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 7428 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 22 contains 19713 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406256.000000 Penalty: 76877.992188
Iteration 321Q: 23 clusters Score -1.664063e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196842 members 
Mstep: Class 2 contains 203692 members 
Mstep: Class 3 contains 30403 members 
Mstep: Class 4 contains 55817 members 
Mstep: Class 5 contains 181702 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144346 members 
Mstep: Class 8 contains 205043 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 29027 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171816 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44913 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 7432 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 22 contains 19713 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406224.000000 Penalty: 76877.992188
Iteration 322Q: 23 clusters Score -1.664062e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196804 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30404 members 
Mstep: Class 4 contains 55809 members 
Mstep: Class 5 contains 181734 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144361 members 
Mstep: Class 8 contains 205064 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 28992 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171831 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44916 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406400.000000 Penalty: 76877.992188
Iteration 323Q: 23 clusters Score -1.664064e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196768 members 
Mstep: Class 2 contains 203681 members 
Mstep: Class 3 contains 30405 members 
Mstep: Class 4 contains 55806 members 
Mstep: Class 5 contains 181782 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144381 members 
Mstep: Class 8 contains 205064 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 28951 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171853 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44911 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406512.000000 Penalty: 76877.992188
Iteration 324Q: 23 clusters Score -1.664065e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 203672 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 55806 members 
Mstep: Class 5 contains 181815 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144389 members 
Mstep: Class 8 contains 205107 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28915 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171844 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44908 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406560.000000 Penalty: 76877.992188
Iteration 325Q: 23 clusters Score -1.664066e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196691 members 
Mstep: Class 2 contains 203672 members 
Mstep: Class 3 contains 30404 members 
Mstep: Class 4 contains 55806 members 
Mstep: Class 5 contains 181832 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144417 members 
Mstep: Class 8 contains 205139 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28882 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171841 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44907 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406416.000000 Penalty: 76877.992188
Iteration 326Q: 23 clusters Score -1.664064e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196658 members 
Mstep: Class 2 contains 203674 members 
Mstep: Class 3 contains 30402 members 
Mstep: Class 4 contains 55801 members 
Mstep: Class 5 contains 181842 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144441 members 
Mstep: Class 8 contains 205183 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 28851 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171839 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44905 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406368.000000 Penalty: 76877.992188
Iteration 327Q: 23 clusters Score -1.664064e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196610 members 
Mstep: Class 2 contains 203676 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 4 contains 55799 members 
Mstep: Class 5 contains 181881 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144477 members 
Mstep: Class 8 contains 205201 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 28822 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171839 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44898 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7448 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19713 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406192.000000 Penalty: 76877.992188
Iteration 328Q: 23 clusters Score -1.664062e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196564 members 
Mstep: Class 2 contains 203681 members 
Mstep: Class 3 contains 30392 members 
Mstep: Class 4 contains 55799 members 
Mstep: Class 5 contains 181908 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144503 members 
Mstep: Class 8 contains 205231 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 28792 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171840 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 44892 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19716 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406176.000000 Penalty: 76877.992188
Iteration 329Q: 23 clusters Score -1.664062e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196515 members 
Mstep: Class 2 contains 203685 members 
Mstep: Class 3 contains 30388 members 
Mstep: Class 4 contains 55793 members 
Mstep: Class 5 contains 181956 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144516 members 
Mstep: Class 8 contains 205236 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 28764 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171850 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44891 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406192.000000 Penalty: 76877.992188
Iteration 330Q: 23 clusters Score -1.664062e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196479 members 
Mstep: Class 2 contains 203692 members 
Mstep: Class 3 contains 30381 members 
Mstep: Class 4 contains 55794 members 
Mstep: Class 5 contains 182001 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144532 members 
Mstep: Class 8 contains 205236 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 28736 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171840 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44886 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406304.000000 Penalty: 76877.992188
Iteration 331Q: 23 clusters Score -1.664063e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196466 members 
Mstep: Class 2 contains 203702 members 
Mstep: Class 3 contains 30378 members 
Mstep: Class 4 contains 55793 members 
Mstep: Class 5 contains 182044 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144552 members 
Mstep: Class 8 contains 205220 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 28708 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44881 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406368.000000 Penalty: 76877.992188
Iteration 332Q: 23 clusters Score -1.664064e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196446 members 
Mstep: Class 2 contains 203708 members 
Mstep: Class 3 contains 30376 members 
Mstep: Class 4 contains 55788 members 
Mstep: Class 5 contains 182084 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144563 members 
Mstep: Class 8 contains 205216 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 28682 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7457 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406336.000000 Penalty: 76877.992188
Iteration 333Q: 23 clusters Score -1.664063e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 203709 members 
Mstep: Class 3 contains 30374 members 
Mstep: Class 4 contains 55784 members 
Mstep: Class 5 contains 182140 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144571 members 
Mstep: Class 8 contains 205201 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 28663 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171814 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44872 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406288.000000 Penalty: 76877.992188
Iteration 334Q: 23 clusters Score -1.664063e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 203715 members 
Mstep: Class 3 contains 30370 members 
Mstep: Class 4 contains 55777 members 
Mstep: Class 5 contains 182184 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144589 members 
Mstep: Class 8 contains 205187 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28642 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171816 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44867 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406208.000000 Penalty: 76877.992188
Iteration 335Q: 23 clusters Score -1.664062e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 203717 members 
Mstep: Class 3 contains 30368 members 
Mstep: Class 4 contains 55770 members 
Mstep: Class 5 contains 182217 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144617 members 
Mstep: Class 8 contains 205194 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28620 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44858 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19728 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406096.000000 Penalty: 76877.992188
Iteration 336Q: 23 clusters Score -1.664061e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 203715 members 
Mstep: Class 3 contains 30367 members 
Mstep: Class 4 contains 55769 members 
Mstep: Class 5 contains 182239 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144648 members 
Mstep: Class 8 contains 205199 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28605 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171785 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44858 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19730 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406160.000000 Penalty: 76877.992188
Iteration 337Q: 23 clusters Score -1.664062e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196337 members 
Mstep: Class 2 contains 203728 members 
Mstep: Class 3 contains 30367 members 
Mstep: Class 4 contains 55764 members 
Mstep: Class 5 contains 182253 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144675 members 
Mstep: Class 8 contains 205243 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28591 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171755 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44854 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19728 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166406064.000000 Penalty: 76877.992188
Iteration 338Q: 23 clusters Score -1.664061e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 203730 members 
Mstep: Class 3 contains 30369 members 
Mstep: Class 4 contains 55756 members 
Mstep: Class 5 contains 182261 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144714 members 
Mstep: Class 8 contains 205281 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 28579 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171724 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44850 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7459 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19727 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405888.000000 Penalty: 76877.992188
Iteration 339Q: 23 clusters Score -1.664059e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196315 members 
Mstep: Class 2 contains 203732 members 
Mstep: Class 3 contains 30369 members 
Mstep: Class 4 contains 55750 members 
Mstep: Class 5 contains 182253 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144730 members 
Mstep: Class 8 contains 205310 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 28564 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171703 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44846 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19734 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405776.000000 Penalty: 76877.992188
Iteration 340F: 23 clusters Score -1.664058e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196324 members 
Mstep: Class 2 contains 203739 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 55744 members 
Mstep: Class 5 contains 182236 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144741 members 
Mstep: Class 8 contains 205344 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171688 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44850 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7457 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19735 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405824.000000 Penalty: 76877.992188
Iteration 341Q: 23 clusters Score -1.664058e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196319 members 
Mstep: Class 2 contains 203737 members 
Mstep: Class 3 contains 30366 members 
Mstep: Class 4 contains 55738 members 
Mstep: Class 5 contains 182231 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144751 members 
Mstep: Class 8 contains 205378 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 28525 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171674 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44853 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19744 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405776.000000 Penalty: 76877.992188
Iteration 342Q: 23 clusters Score -1.664058e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196334 members 
Mstep: Class 2 contains 203740 members 
Mstep: Class 3 contains 30367 members 
Mstep: Class 4 contains 55732 members 
Mstep: Class 5 contains 182226 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144764 members 
Mstep: Class 8 contains 205403 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 28512 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171652 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44854 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 343Q: 23 clusters Score -1.664056e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196333 members 
Mstep: Class 2 contains 203743 members 
Mstep: Class 3 contains 30368 members 
Mstep: Class 4 contains 55726 members 
Mstep: Class 5 contains 182226 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144778 members 
Mstep: Class 8 contains 205433 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 28505 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171629 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44849 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 344Q: 23 clusters Score -1.664057e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196333 members 
Mstep: Class 2 contains 203754 members 
Mstep: Class 3 contains 30368 members 
Mstep: Class 4 contains 55715 members 
Mstep: Class 5 contains 182225 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144799 members 
Mstep: Class 8 contains 205450 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171605 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44854 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405616.000000 Penalty: 76877.992188
Iteration 345Q: 23 clusters Score -1.664056e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196339 members 
Mstep: Class 2 contains 203768 members 
Mstep: Class 3 contains 30368 members 
Mstep: Class 4 contains 55710 members 
Mstep: Class 5 contains 182246 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144820 members 
Mstep: Class 8 contains 205436 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171574 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44857 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405552.000000 Penalty: 76877.992188
Iteration 346Q: 23 clusters Score -1.664056e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196335 members 
Mstep: Class 2 contains 203782 members 
Mstep: Class 3 contains 30366 members 
Mstep: Class 4 contains 55711 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144835 members 
Mstep: Class 8 contains 205446 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 28475 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171532 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44861 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405488.000000 Penalty: 76877.992188
Iteration 347Q: 23 clusters Score -1.664055e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196359 members 
Mstep: Class 2 contains 203785 members 
Mstep: Class 3 contains 30363 members 
Mstep: Class 4 contains 55702 members 
Mstep: Class 5 contains 182273 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144858 members 
Mstep: Class 8 contains 205445 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171493 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44867 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405408.000000 Penalty: 76877.992188
Iteration 348Q: 23 clusters Score -1.664054e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 203782 members 
Mstep: Class 3 contains 30363 members 
Mstep: Class 4 contains 55693 members 
Mstep: Class 5 contains 182283 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144880 members 
Mstep: Class 8 contains 205454 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 28450 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171448 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44871 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19741 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405424.000000 Penalty: 76877.992188
Iteration 349Q: 23 clusters Score -1.664054e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 203779 members 
Mstep: Class 3 contains 30366 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 182285 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144900 members 
Mstep: Class 8 contains 205478 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 28439 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171404 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44874 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405392.000000 Penalty: 76877.992188
Iteration 350Q: 23 clusters Score -1.664054e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196418 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 182302 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144914 members 
Mstep: Class 8 contains 205496 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 28423 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171362 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44876 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19739 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405392.000000 Penalty: 76877.992188
Iteration 351Q: 23 clusters Score -1.664054e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196452 members 
Mstep: Class 2 contains 203774 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55670 members 
Mstep: Class 5 contains 182292 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144937 members 
Mstep: Class 8 contains 205519 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 28413 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171321 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 44870 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19739 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405488.000000 Penalty: 76877.992188
Iteration 352Q: 23 clusters Score -1.664055e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196478 members 
Mstep: Class 2 contains 203775 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 182288 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144965 members 
Mstep: Class 8 contains 205536 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 28396 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171276 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 44872 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 353Q: 23 clusters Score -1.664057e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 203779 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 182279 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 144992 members 
Mstep: Class 8 contains 205546 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 28381 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171236 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44872 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 354Q: 23 clusters Score -1.664057e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 203782 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55652 members 
Mstep: Class 5 contains 182294 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145016 members 
Mstep: Class 8 contains 205542 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 28354 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171199 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44875 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405520.000000 Penalty: 76877.992188
Iteration 355Q: 23 clusters Score -1.664055e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196556 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55650 members 
Mstep: Class 5 contains 182327 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145028 members 
Mstep: Class 8 contains 205517 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171191 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44875 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19731 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405424.000000 Penalty: 76877.992188
Iteration 356Q: 23 clusters Score -1.664054e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196569 members 
Mstep: Class 2 contains 203784 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55654 members 
Mstep: Class 5 contains 182345 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145044 members 
Mstep: Class 8 contains 205510 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 28295 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171171 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44875 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 7463 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19730 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405392.000000 Penalty: 76877.992188
Iteration 357Q: 23 clusters Score -1.664054e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196575 members 
Mstep: Class 2 contains 203786 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55654 members 
Mstep: Class 5 contains 182368 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145056 members 
Mstep: Class 8 contains 205506 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 28267 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171152 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19727 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405440.000000 Penalty: 76877.992188
Iteration 358Q: 23 clusters Score -1.664054e+08 nChanged 320
Entering ConstructFrom: 
Score: -166405440.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (196568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Entering Unmasked Estep 
Score: -25188922.000000 Penalty: 3022.813477
	Iteration 0F: 2 clusters Score -2.518892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98449 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -25060660.000000 Penalty: 6045.626953
	Iteration 0F: 3 clusters Score -2.506066e+07 nChanged 94390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -25115678.000000 Penalty: 6045.626953
	Iteration 1F: 3 clusters Score -2.511568e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -25116930.000000 Penalty: 6045.626953
	Iteration 2Q: 3 clusters Score -2.511693e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -25118906.000000 Penalty: 6045.626953
	Iteration 3Q: 3 clusters Score -2.511891e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -25122534.000000 Penalty: 6045.626953
	Iteration 4Q: 3 clusters Score -2.512253e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -25128514.000000 Penalty: 6045.626953
	Iteration 5F: 3 clusters Score -2.512851e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -25138384.000000 Penalty: 6045.626953
	Iteration 6F: 3 clusters Score -2.513838e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -25153722.000000 Penalty: 6045.626953
	Iteration 7F: 3 clusters Score -2.515372e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -25170402.000000 Penalty: 6045.626953
	Iteration 8F: 3 clusters Score -2.51704e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -25179070.000000 Penalty: 6045.626953
	Iteration 9F: 3 clusters Score -2.517907e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144114 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -25182354.000000 Penalty: 6045.626953
	Iteration 10Q: 3 clusters Score -2.518235e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -25183992.000000 Penalty: 6045.626953
	Iteration 11Q: 3 clusters Score -2.518399e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146320 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -25184890.000000 Penalty: 6045.626953
	Iteration 12Q: 3 clusters Score -2.518489e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -25185466.000000 Penalty: 6045.626953
	Iteration 13Q: 3 clusters Score -2.518547e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -25185858.000000 Penalty: 6045.626953
	Iteration 14Q: 3 clusters Score -2.518586e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -25186074.000000 Penalty: 6045.626953
	Iteration 15Q: 3 clusters Score -2.518607e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149720 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -25186260.000000 Penalty: 6045.626953
	Iteration 16Q: 3 clusters Score -2.518626e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -25186388.000000 Penalty: 6045.626953
	Iteration 17Q: 3 clusters Score -2.518639e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151180 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -25186556.000000 Penalty: 6045.626953
	Iteration 18Q: 3 clusters Score -2.518656e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151859 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -25186594.000000 Penalty: 6045.626953
	Iteration 19Q: 3 clusters Score -2.518659e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -25186714.000000 Penalty: 6045.626953
	Iteration 20F: 3 clusters Score -2.518671e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -25186780.000000 Penalty: 6045.626953
	Iteration 21Q: 3 clusters Score -2.518678e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -25186920.000000 Penalty: 6045.626953
	Iteration 22Q: 3 clusters Score -2.518692e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -25186932.000000 Penalty: 6045.626953
	Iteration 23Q: 3 clusters Score -2.518693e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -25187044.000000 Penalty: 6045.626953
	Iteration 24Q: 3 clusters Score -2.518704e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -25187072.000000 Penalty: 6045.626953
	Iteration 25Q: 3 clusters Score -2.518707e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -25187134.000000 Penalty: 6045.626953
	Iteration 26Q: 3 clusters Score -2.518713e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -25187242.000000 Penalty: 6045.626953
	Iteration 27Q: 3 clusters Score -2.518724e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -25187182.000000 Penalty: 6045.626953
	Iteration 28Q: 3 clusters Score -2.518718e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -25187240.000000 Penalty: 6045.626953
	Iteration 29Q: 3 clusters Score -2.518724e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -25187340.000000 Penalty: 6045.626953
	Iteration 30Q: 3 clusters Score -2.518734e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -25187402.000000 Penalty: 6045.626953
	Iteration 31Q: 3 clusters Score -2.51874e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -25187472.000000 Penalty: 6045.626953
	Iteration 32Q: 3 clusters Score -2.518747e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -25187538.000000 Penalty: 6045.626953
	Iteration 33Q: 3 clusters Score -2.518754e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -25187614.000000 Penalty: 6045.626953
	Iteration 34Q: 3 clusters Score -2.518761e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -25187626.000000 Penalty: 6045.626953
	Iteration 35Q: 3 clusters Score -2.518763e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -25187720.000000 Penalty: 6045.626953
	Iteration 36Q: 3 clusters Score -2.518772e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -25187810.000000 Penalty: 6045.626953
	Iteration 37Q: 3 clusters Score -2.518781e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -25187892.000000 Penalty: 6045.626953
	Iteration 38Q: 3 clusters Score -2.518789e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -25187974.000000 Penalty: 6045.626953
	Iteration 39Q: 3 clusters Score -2.518797e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -25188048.000000 Penalty: 6045.626953
	Iteration 40F: 3 clusters Score -2.518805e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -25188104.000000 Penalty: 6045.626953
	Iteration 41Q: 3 clusters Score -2.51881e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -25188156.000000 Penalty: 6045.626953
	Iteration 42Q: 3 clusters Score -2.518816e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -25188168.000000 Penalty: 6045.626953
	Iteration 43Q: 3 clusters Score -2.518817e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -25188106.000000 Penalty: 6045.626953
	Iteration 44Q: 3 clusters Score -2.518811e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -25188142.000000 Penalty: 6045.626953
	Iteration 45Q: 3 clusters Score -2.518814e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -25188242.000000 Penalty: 6045.626953
	Iteration 46Q: 3 clusters Score -2.518824e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -25188296.000000 Penalty: 6045.626953
	Iteration 47Q: 3 clusters Score -2.51883e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -25188280.000000 Penalty: 6045.626953
	Iteration 48Q: 3 clusters Score -2.518828e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -25188248.000000 Penalty: 6045.626953
	Iteration 49Q: 3 clusters Score -2.518825e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6045.626953
	Iteration 50Q: 3 clusters Score -2.51882e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165205 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -25188256.000000 Penalty: 6045.626953
	Iteration 51Q: 3 clusters Score -2.518826e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -25188272.000000 Penalty: 6045.626953
	Iteration 52Q: 3 clusters Score -2.518827e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -25188272.000000 Penalty: 6045.626953
	Iteration 53Q: 3 clusters Score -2.518827e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166027 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -25188254.000000 Penalty: 6045.626953
	Iteration 54Q: 3 clusters Score -2.518825e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -25188286.000000 Penalty: 6045.626953
	Iteration 55Q: 3 clusters Score -2.518829e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -25188260.000000 Penalty: 6045.626953
	Iteration 56Q: 3 clusters Score -2.518826e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -25188294.000000 Penalty: 6045.626953
	Iteration 57Q: 3 clusters Score -2.518829e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -25188284.000000 Penalty: 6045.626953
	Iteration 58Q: 3 clusters Score -2.518828e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -25188350.000000 Penalty: 6045.626953
	Iteration 59Q: 3 clusters Score -2.518835e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -25188378.000000 Penalty: 6045.626953
	Iteration 60F: 3 clusters Score -2.518838e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -25188426.000000 Penalty: 6045.626953
	Iteration 61Q: 3 clusters Score -2.518843e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -25188494.000000 Penalty: 6045.626953
	Iteration 62Q: 3 clusters Score -2.518849e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -25188538.000000 Penalty: 6045.626953
	Iteration 63Q: 3 clusters Score -2.518854e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -25188552.000000 Penalty: 6045.626953
	Iteration 64Q: 3 clusters Score -2.518855e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -25188534.000000 Penalty: 6045.626953
	Iteration 65Q: 3 clusters Score -2.518853e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -25188622.000000 Penalty: 6045.626953
	Iteration 66Q: 3 clusters Score -2.518862e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -25188640.000000 Penalty: 6045.626953
	Iteration 67Q: 3 clusters Score -2.518864e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -25188674.000000 Penalty: 6045.626953
	Iteration 68Q: 3 clusters Score -2.518867e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169663 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -25188702.000000 Penalty: 6045.626953
	Iteration 69Q: 3 clusters Score -2.51887e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -25188734.000000 Penalty: 6045.626953
	Iteration 70Q: 3 clusters Score -2.518873e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170131 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -25188736.000000 Penalty: 6045.626953
	Iteration 71Q: 3 clusters Score -2.518874e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -25188730.000000 Penalty: 6045.626953
	Iteration 72Q: 3 clusters Score -2.518873e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -25188752.000000 Penalty: 6045.626953
	Iteration 73Q: 3 clusters Score -2.518875e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -25188810.000000 Penalty: 6045.626953
	Iteration 74Q: 3 clusters Score -2.518881e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -25188804.000000 Penalty: 6045.626953
	Iteration 75Q: 3 clusters Score -2.51888e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -25188788.000000 Penalty: 6045.626953
	Iteration 76Q: 3 clusters Score -2.518879e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171579 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -25188726.000000 Penalty: 6045.626953
	Iteration 77Q: 3 clusters Score -2.518873e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -25188694.000000 Penalty: 6045.626953
	Iteration 78Q: 3 clusters Score -2.518869e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -25188658.000000 Penalty: 6045.626953
	Iteration 79Q: 3 clusters Score -2.518866e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -25188756.000000 Penalty: 6045.626953
	Iteration 80F: 3 clusters Score -2.518876e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -25188740.000000 Penalty: 6045.626953
	Iteration 81Q: 3 clusters Score -2.518874e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172968 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -25188720.000000 Penalty: 6045.626953
	Iteration 82Q: 3 clusters Score -2.518872e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -25188692.000000 Penalty: 6045.626953
	Iteration 83Q: 3 clusters Score -2.518869e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -25188790.000000 Penalty: 6045.626953
	Iteration 84Q: 3 clusters Score -2.518879e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -25188762.000000 Penalty: 6045.626953
	Iteration 85Q: 3 clusters Score -2.518876e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -25188720.000000 Penalty: 6045.626953
	Iteration 86Q: 3 clusters Score -2.518872e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -25188712.000000 Penalty: 6045.626953
	Iteration 87Q: 3 clusters Score -2.518871e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -25188702.000000 Penalty: 6045.626953
	Iteration 88Q: 3 clusters Score -2.51887e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -25188630.000000 Penalty: 6045.626953
	Iteration 89Q: 3 clusters Score -2.518863e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -25188664.000000 Penalty: 6045.626953
	Iteration 90Q: 3 clusters Score -2.518866e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174929 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -25188650.000000 Penalty: 6045.626953
	Iteration 91Q: 3 clusters Score -2.518865e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -25188696.000000 Penalty: 6045.626953
	Iteration 92Q: 3 clusters Score -2.51887e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -25188702.000000 Penalty: 6045.626953
	Iteration 93Q: 3 clusters Score -2.51887e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -25188702.000000 Penalty: 6045.626953
	Iteration 94Q: 3 clusters Score -2.51887e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -25188732.000000 Penalty: 6045.626953
	Iteration 95Q: 3 clusters Score -2.518873e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -25188694.000000 Penalty: 6045.626953
	Iteration 96Q: 3 clusters Score -2.518869e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176147 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -25188688.000000 Penalty: 6045.626953
	Iteration 97Q: 3 clusters Score -2.518869e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176387 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -25188608.000000 Penalty: 6045.626953
	Iteration 98Q: 3 clusters Score -2.518861e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -25188554.000000 Penalty: 6045.626953
	Iteration 99Q: 3 clusters Score -2.518855e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176816 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -25188536.000000 Penalty: 6045.626953
	Iteration 100F: 3 clusters Score -2.518854e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -25188520.000000 Penalty: 6045.626953
	Iteration 101Q: 3 clusters Score -2.518852e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -25188540.000000 Penalty: 6045.626953
	Iteration 102Q: 3 clusters Score -2.518854e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177565 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -25188552.000000 Penalty: 6045.626953
	Iteration 103Q: 3 clusters Score -2.518855e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177807 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -25188554.000000 Penalty: 6045.626953
	Iteration 104Q: 3 clusters Score -2.518855e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -25188492.000000 Penalty: 6045.626953
	Iteration 105Q: 3 clusters Score -2.518849e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -25188508.000000 Penalty: 6045.626953
	Iteration 106Q: 3 clusters Score -2.518851e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -25188524.000000 Penalty: 6045.626953
	Iteration 107Q: 3 clusters Score -2.518852e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -25188490.000000 Penalty: 6045.626953
	Iteration 108Q: 3 clusters Score -2.518849e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178831 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -25188428.000000 Penalty: 6045.626953
	Iteration 109Q: 3 clusters Score -2.518843e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -25188394.000000 Penalty: 6045.626953
	Iteration 110Q: 3 clusters Score -2.518839e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179198 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -25188366.000000 Penalty: 6045.626953
	Iteration 111Q: 3 clusters Score -2.518837e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179383 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -25188340.000000 Penalty: 6045.626953
	Iteration 112Q: 3 clusters Score -2.518834e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -25188344.000000 Penalty: 6045.626953
	Iteration 113Q: 3 clusters Score -2.518834e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179725 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -25188328.000000 Penalty: 6045.626953
	Iteration 114Q: 3 clusters Score -2.518833e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179911 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -25188306.000000 Penalty: 6045.626953
	Iteration 115Q: 3 clusters Score -2.518831e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180092 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -25188286.000000 Penalty: 6045.626953
	Iteration 116Q: 3 clusters Score -2.518829e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -25188334.000000 Penalty: 6045.626953
	Iteration 117Q: 3 clusters Score -2.518833e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180443 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -25188318.000000 Penalty: 6045.626953
	Iteration 118Q: 3 clusters Score -2.518832e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -25188334.000000 Penalty: 6045.626953
	Iteration 119Q: 3 clusters Score -2.518833e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180794 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -25188312.000000 Penalty: 6045.626953
	Iteration 120F: 3 clusters Score -2.518831e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -25188234.000000 Penalty: 6045.626953
	Iteration 121Q: 3 clusters Score -2.518823e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -25188232.000000 Penalty: 6045.626953
	Iteration 122Q: 3 clusters Score -2.518823e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181289 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -25188244.000000 Penalty: 6045.626953
	Iteration 123Q: 3 clusters Score -2.518824e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181464 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -25188200.000000 Penalty: 6045.626953
	Iteration 124Q: 3 clusters Score -2.51882e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -25188236.000000 Penalty: 6045.626953
	Iteration 125Q: 3 clusters Score -2.518824e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181843 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -25188178.000000 Penalty: 6045.626953
	Iteration 126Q: 3 clusters Score -2.518818e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -25188102.000000 Penalty: 6045.626953
	Iteration 127Q: 3 clusters Score -2.51881e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -25188012.000000 Penalty: 6045.626953
	Iteration 128Q: 3 clusters Score -2.518801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -25188020.000000 Penalty: 6045.626953
	Iteration 129Q: 3 clusters Score -2.518802e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182417 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -25188006.000000 Penalty: 6045.626953
	Iteration 130Q: 3 clusters Score -2.518801e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -25187970.000000 Penalty: 6045.626953
	Iteration 131Q: 3 clusters Score -2.518797e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182696 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -25187978.000000 Penalty: 6045.626953
	Iteration 132Q: 3 clusters Score -2.518798e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182848 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -25187910.000000 Penalty: 6045.626953
	Iteration 133Q: 3 clusters Score -2.518791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -25187856.000000 Penalty: 6045.626953
	Iteration 134Q: 3 clusters Score -2.518786e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -25187868.000000 Penalty: 6045.626953
	Iteration 135Q: 3 clusters Score -2.518787e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -25187828.000000 Penalty: 6045.626953
	Iteration 136Q: 3 clusters Score -2.518783e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183348 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -25187746.000000 Penalty: 6045.626953
	Iteration 137Q: 3 clusters Score -2.518775e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183475 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -25187722.000000 Penalty: 6045.626953
	Iteration 138Q: 3 clusters Score -2.518772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -25187690.000000 Penalty: 6045.626953
	Iteration 139Q: 3 clusters Score -2.518769e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183676 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -25187628.000000 Penalty: 6045.626953
	Iteration 140F: 3 clusters Score -2.518763e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -25187650.000000 Penalty: 6045.626953
	Iteration 141Q: 3 clusters Score -2.518765e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -25187630.000000 Penalty: 6045.626953
	Iteration 142Q: 3 clusters Score -2.518763e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183974 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -25187642.000000 Penalty: 6045.626953
	Iteration 143Q: 3 clusters Score -2.518764e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -25187604.000000 Penalty: 6045.626953
	Iteration 144Q: 3 clusters Score -2.51876e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -25187564.000000 Penalty: 6045.626953
	Iteration 145Q: 3 clusters Score -2.518756e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184259 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -25187548.000000 Penalty: 6045.626953
	Iteration 146Q: 3 clusters Score -2.518755e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184345 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -25187524.000000 Penalty: 6045.626953
	Iteration 147Q: 3 clusters Score -2.518752e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -25187504.000000 Penalty: 6045.626953
	Iteration 148Q: 3 clusters Score -2.51875e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184496 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -25187506.000000 Penalty: 6045.626953
	Iteration 149Q: 3 clusters Score -2.518751e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184567 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -25187514.000000 Penalty: 6045.626953
	Iteration 150Q: 3 clusters Score -2.518751e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184616 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -25187510.000000 Penalty: 6045.626953
	Iteration 151Q: 3 clusters Score -2.518751e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184670 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -25187458.000000 Penalty: 6045.626953
	Iteration 152Q: 3 clusters Score -2.518746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184719 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -25187420.000000 Penalty: 6045.626953
	Iteration 153Q: 3 clusters Score -2.518742e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184784 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6045.626953
	Iteration 154Q: 3 clusters Score -2.518741e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184862 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -25187376.000000 Penalty: 6045.626953
	Iteration 155Q: 3 clusters Score -2.518738e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -25187374.000000 Penalty: 6045.626953
	Iteration 156Q: 3 clusters Score -2.518737e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -25187366.000000 Penalty: 6045.626953
	Iteration 157Q: 3 clusters Score -2.518737e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -25187336.000000 Penalty: 6045.626953
	Iteration 158Q: 3 clusters Score -2.518734e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185239 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -25187334.000000 Penalty: 6045.626953
	Iteration 159Q: 3 clusters Score -2.518733e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185352 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -25187334.000000 Penalty: 6045.626953
	Iteration 160F: 3 clusters Score -2.518733e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185457 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -25187324.000000 Penalty: 6045.626953
	Iteration 161Q: 3 clusters Score -2.518732e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185574 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -25187298.000000 Penalty: 6045.626953
	Iteration 162Q: 3 clusters Score -2.51873e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185670 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -25187270.000000 Penalty: 6045.626953
	Iteration 163Q: 3 clusters Score -2.518727e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185772 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -25187264.000000 Penalty: 6045.626953
	Iteration 164Q: 3 clusters Score -2.518726e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185872 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -25187268.000000 Penalty: 6045.626953
	Iteration 165Q: 3 clusters Score -2.518727e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185975 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -25187196.000000 Penalty: 6045.626953
	Iteration 166Q: 3 clusters Score -2.51872e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -25187204.000000 Penalty: 6045.626953
	Iteration 167Q: 3 clusters Score -2.51872e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186198 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -25187176.000000 Penalty: 6045.626953
	Iteration 168Q: 3 clusters Score -2.518718e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186327 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -25187188.000000 Penalty: 6045.626953
	Iteration 169Q: 3 clusters Score -2.518719e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -25187144.000000 Penalty: 6045.626953
	Iteration 170Q: 3 clusters Score -2.518714e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186583 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -25187096.000000 Penalty: 6045.626953
	Iteration 171Q: 3 clusters Score -2.51871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -25187146.000000 Penalty: 6045.626953
	Iteration 172Q: 3 clusters Score -2.518715e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -25187126.000000 Penalty: 6045.626953
	Iteration 173Q: 3 clusters Score -2.518713e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186964 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -25187136.000000 Penalty: 6045.626953
	Iteration 174Q: 3 clusters Score -2.518714e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -25187078.000000 Penalty: 6045.626953
	Iteration 175Q: 3 clusters Score -2.518708e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -25187016.000000 Penalty: 6045.626953
	Iteration 176Q: 3 clusters Score -2.518702e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187333 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -25187036.000000 Penalty: 6045.626953
	Iteration 177Q: 3 clusters Score -2.518704e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187455 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -25186986.000000 Penalty: 6045.626953
	Iteration 178Q: 3 clusters Score -2.518699e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187583 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -25186948.000000 Penalty: 6045.626953
	Iteration 179Q: 3 clusters Score -2.518695e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187707 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -25186970.000000 Penalty: 6045.626953
	Iteration 180F: 3 clusters Score -2.518697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187806 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -25186906.000000 Penalty: 6045.626953
	Iteration 181Q: 3 clusters Score -2.518691e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187900 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -25186922.000000 Penalty: 6045.626953
	Iteration 182Q: 3 clusters Score -2.518692e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -25186926.000000 Penalty: 6045.626953
	Iteration 183Q: 3 clusters Score -2.518693e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -25186874.000000 Penalty: 6045.626953
	Iteration 184Q: 3 clusters Score -2.518687e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -25186890.000000 Penalty: 6045.626953
	Iteration 185Q: 3 clusters Score -2.518689e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -25186860.000000 Penalty: 6045.626953
	Iteration 186Q: 3 clusters Score -2.518686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188415 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -25186846.000000 Penalty: 6045.626953
	Iteration 187Q: 3 clusters Score -2.518685e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -25186826.000000 Penalty: 6045.626953
	Iteration 188Q: 3 clusters Score -2.518683e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188589 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -25186800.000000 Penalty: 6045.626953
	Iteration 189Q: 3 clusters Score -2.51868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -25186790.000000 Penalty: 6045.626953
	Iteration 190Q: 3 clusters Score -2.518679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -25186788.000000 Penalty: 6045.626953
	Iteration 191Q: 3 clusters Score -2.518679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188807 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -25186774.000000 Penalty: 6045.626953
	Iteration 192Q: 3 clusters Score -2.518677e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188884 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -25186820.000000 Penalty: 6045.626953
	Iteration 193Q: 3 clusters Score -2.518682e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -25186790.000000 Penalty: 6045.626953
	Iteration 194Q: 3 clusters Score -2.518679e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189036 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -25186782.000000 Penalty: 6045.626953
	Iteration 195Q: 3 clusters Score -2.518678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -25186732.000000 Penalty: 6045.626953
	Iteration 196Q: 3 clusters Score -2.518673e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189188 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -25186764.000000 Penalty: 6045.626953
	Iteration 197Q: 3 clusters Score -2.518676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -25186714.000000 Penalty: 6045.626953
	Iteration 198Q: 3 clusters Score -2.518671e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189329 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -25186690.000000 Penalty: 6045.626953
	Iteration 199Q: 3 clusters Score -2.518669e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -25186690.000000 Penalty: 6045.626953
	Iteration 200F: 3 clusters Score -2.518669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189471 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -25186700.000000 Penalty: 6045.626953
	Iteration 201Q: 3 clusters Score -2.51867e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189559 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -25186728.000000 Penalty: 6045.626953
	Iteration 202Q: 3 clusters Score -2.518673e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189645 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25186758.000000 Penalty: 6045.626953
	Iteration 203Q: 3 clusters Score -2.518676e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189725 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -25186730.000000 Penalty: 6045.626953
	Iteration 204Q: 3 clusters Score -2.518673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189802 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -25186728.000000 Penalty: 6045.626953
	Iteration 205Q: 3 clusters Score -2.518673e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -25186726.000000 Penalty: 6045.626953
	Iteration 206Q: 3 clusters Score -2.518673e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189986 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -25186682.000000 Penalty: 6045.626953
	Iteration 207Q: 3 clusters Score -2.518668e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190084 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -25186680.000000 Penalty: 6045.626953
	Iteration 208Q: 3 clusters Score -2.518668e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190183 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -25186644.000000 Penalty: 6045.626953
	Iteration 209Q: 3 clusters Score -2.518664e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190283 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -25186620.000000 Penalty: 6045.626953
	Iteration 210Q: 3 clusters Score -2.518662e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -25186610.000000 Penalty: 6045.626953
	Iteration 211Q: 3 clusters Score -2.518661e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190462 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -25186560.000000 Penalty: 6045.626953
	Iteration 212Q: 3 clusters Score -2.518656e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190555 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -25186496.000000 Penalty: 6045.626953
	Iteration 213Q: 3 clusters Score -2.51865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -25186524.000000 Penalty: 6045.626953
	Iteration 214Q: 3 clusters Score -2.518652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190707 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -25186504.000000 Penalty: 6045.626953
	Iteration 215Q: 3 clusters Score -2.51865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190796 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -25186472.000000 Penalty: 6045.626953
	Iteration 216Q: 3 clusters Score -2.518647e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190896 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -25186458.000000 Penalty: 6045.626953
	Iteration 217Q: 3 clusters Score -2.518646e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190991 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -25186462.000000 Penalty: 6045.626953
	Iteration 218Q: 3 clusters Score -2.518646e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191080 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -25186476.000000 Penalty: 6045.626953
	Iteration 219Q: 3 clusters Score -2.518648e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191160 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -25186476.000000 Penalty: 6045.626953
	Iteration 220F: 3 clusters Score -2.518648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -25186464.000000 Penalty: 6045.626953
	Iteration 221Q: 3 clusters Score -2.518646e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191346 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -25186478.000000 Penalty: 6045.626953
	Iteration 222Q: 3 clusters Score -2.518648e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191451 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -25186456.000000 Penalty: 6045.626953
	Iteration 223Q: 3 clusters Score -2.518646e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -25186454.000000 Penalty: 6045.626953
	Iteration 224Q: 3 clusters Score -2.518645e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -25186384.000000 Penalty: 6045.626953
	Iteration 225Q: 3 clusters Score -2.518638e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -25186398.000000 Penalty: 6045.626953
	Iteration 226Q: 3 clusters Score -2.51864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191840 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25186408.000000 Penalty: 6045.626953
	Iteration 227Q: 3 clusters Score -2.518641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191931 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -25186378.000000 Penalty: 6045.626953
	Iteration 228Q: 3 clusters Score -2.518638e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192038 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -25186420.000000 Penalty: 6045.626953
	Iteration 229Q: 3 clusters Score -2.518642e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192143 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -25186378.000000 Penalty: 6045.626953
	Iteration 230Q: 3 clusters Score -2.518638e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192231 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -25186384.000000 Penalty: 6045.626953
	Iteration 231Q: 3 clusters Score -2.518638e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192325 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -25186398.000000 Penalty: 6045.626953
	Iteration 232Q: 3 clusters Score -2.51864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192420 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -25186400.000000 Penalty: 6045.626953
	Iteration 233Q: 3 clusters Score -2.51864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192512 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -25186402.000000 Penalty: 6045.626953
	Iteration 234Q: 3 clusters Score -2.51864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192607 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.518642e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192700 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -25186422.000000 Penalty: 6045.626953
	Iteration 236Q: 3 clusters Score -2.518642e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192818 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -25186442.000000 Penalty: 6045.626953
	Iteration 237Q: 3 clusters Score -2.518644e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192928 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -25186404.000000 Penalty: 6045.626953
	Iteration 238Q: 3 clusters Score -2.51864e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193025 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -25186424.000000 Penalty: 6045.626953
	Iteration 239Q: 3 clusters Score -2.518642e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193117 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -25186438.000000 Penalty: 6045.626953
	Iteration 240F: 3 clusters Score -2.518644e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193209 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -25186438.000000 Penalty: 6045.626953
	Iteration 241Q: 3 clusters Score -2.518644e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193306 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -25186434.000000 Penalty: 6045.626953
	Iteration 242Q: 3 clusters Score -2.518643e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193405 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -25186466.000000 Penalty: 6045.626953
	Iteration 243Q: 3 clusters Score -2.518647e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193508 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2.518643e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -25186452.000000 Penalty: 6045.626953
	Iteration 245Q: 3 clusters Score -2.518645e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193728 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -25186406.000000 Penalty: 6045.626953
	Iteration 246Q: 3 clusters Score -2.518641e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25186450.000000 Penalty: 6045.626953
	Iteration 247Q: 3 clusters Score -2.518645e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193935 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -25186464.000000 Penalty: 6045.626953
	Iteration 248Q: 3 clusters Score -2.518646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -25186468.000000 Penalty: 6045.626953
	Iteration 249Q: 3 clusters Score -2.518647e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194108 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25186502.000000 Penalty: 6045.626953
	Iteration 250Q: 3 clusters Score -2.51865e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194207 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25186462.000000 Penalty: 6045.626953
	Iteration 251Q: 3 clusters Score -2.518646e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25186472.000000 Penalty: 6045.626953
	Iteration 252Q: 3 clusters Score -2.518647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -25186458.000000 Penalty: 6045.626953
	Iteration 253Q: 3 clusters Score -2.518646e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194496 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25186430.000000 Penalty: 6045.626953
	Iteration 254Q: 3 clusters Score -2.518643e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194595 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -25186478.000000 Penalty: 6045.626953
	Iteration 255Q: 3 clusters Score -2.518648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194679 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -25186456.000000 Penalty: 6045.626953
	Iteration 256Q: 3 clusters Score -2.518646e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194752 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -25186462.000000 Penalty: 6045.626953
	Iteration 257Q: 3 clusters Score -2.518646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -25186450.000000 Penalty: 6045.626953
	Iteration 258Q: 3 clusters Score -2.518645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194867 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -25186418.000000 Penalty: 6045.626953
	Iteration 259Q: 3 clusters Score -2.518642e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194932 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25186452.000000 Penalty: 6045.626953
	Iteration 260F: 3 clusters Score -2.518645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195001 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25186406.000000 Penalty: 6045.626953
	Iteration 261Q: 3 clusters Score -2.518641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25186418.000000 Penalty: 6045.626953
	Iteration 262Q: 3 clusters Score -2.518642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195091 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -25186442.000000 Penalty: 6045.626953
	Iteration 263Q: 3 clusters Score -2.518644e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195140 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25186470.000000 Penalty: 6045.626953
	Iteration 264Q: 3 clusters Score -2.518647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195179 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25186446.000000 Penalty: 6045.626953
	Iteration 265Q: 3 clusters Score -2.518645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195207 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -25186470.000000 Penalty: 6045.626953
	Iteration 266Q: 3 clusters Score -2.518647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195249 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -25186462.000000 Penalty: 6045.626953
	Iteration 267Q: 3 clusters Score -2.518646e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195292 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25186492.000000 Penalty: 6045.626953
	Iteration 268Q: 3 clusters Score -2.518649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -25186500.000000 Penalty: 6045.626953
	Iteration 269Q: 3 clusters Score -2.51865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195352 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -25186516.000000 Penalty: 6045.626953
	Iteration 270Q: 3 clusters Score -2.518652e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195382 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -25186538.000000 Penalty: 6045.626953
	Iteration 271Q: 3 clusters Score -2.518654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -25186556.000000 Penalty: 6045.626953
	Iteration 272Q: 3 clusters Score -2.518656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195443 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -25186582.000000 Penalty: 6045.626953
	Iteration 273Q: 3 clusters Score -2.518658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195461 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -25186598.000000 Penalty: 6045.626953
	Iteration 274Q: 3 clusters Score -2.51866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195479 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25186574.000000 Penalty: 6045.626953
	Iteration 275Q: 3 clusters Score -2.518657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195489 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2.518657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195497 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -25186568.000000 Penalty: 6045.626953
	Iteration 277Q: 3 clusters Score -2.518657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195504 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25186586.000000 Penalty: 6045.626953
	Iteration 278Q: 3 clusters Score -2.518659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195514 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -25186578.000000 Penalty: 6045.626953
	Iteration 279Q: 3 clusters Score -2.518658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195523 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25186608.000000 Penalty: 6045.626953
	Iteration 280F: 3 clusters Score -2.518661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195533 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -25186606.000000 Penalty: 6045.626953
	Iteration 281Q: 3 clusters Score -2.518661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195542 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -25186606.000000 Penalty: 6045.626953
	Iteration 282Q: 3 clusters Score -2.518661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195550 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -25186616.000000 Penalty: 6045.626953
	Iteration 283Q: 3 clusters Score -2.518662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195560 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2.518661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195564 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -25186610.000000 Penalty: 6045.626953
	Iteration 285Q: 3 clusters Score -2.518661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195569 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -25186614.000000 Penalty: 6045.626953
	Iteration 286Q: 3 clusters Score -2.518661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195576 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -25186612.000000 Penalty: 6045.626953
	Iteration 287Q: 3 clusters Score -2.518661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195579 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -25186618.000000 Penalty: 6045.626953
	Iteration 288Q: 3 clusters Score -2.518662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195583 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25186626.000000 Penalty: 6045.626953
	Iteration 289Q: 3 clusters Score -2.518663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195589 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -25186626.000000 Penalty: 6045.626953
	Iteration 290Q: 3 clusters Score -2.518663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195597 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -25186608.000000 Penalty: 6045.626953
	Iteration 291Q: 3 clusters Score -2.518661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195600 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25186612.000000 Penalty: 6045.626953
	Iteration 292Q: 3 clusters Score -2.518661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195602 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -25186612.000000 Penalty: 6045.626953
	Iteration 293Q: 3 clusters Score -2.518661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195605 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -25186636.000000 Penalty: 6045.626953
	Iteration 294Q: 3 clusters Score -2.518664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -25186630.000000 Penalty: 6045.626953
	Iteration 295Q: 3 clusters Score -2.518663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -25186628.000000 Penalty: 6045.626953
	Iteration 296Q: 3 clusters Score -2.518663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -25186628.000000 Penalty: 6045.626953
	Iteration 297Q: 3 clusters Score -2.518663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -25186628.000000 Penalty: 6045.626953
	Iteration 298F: 3 clusters Score -2.518663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203793 members 
Entering Unmasked Estep 
Score: -26459546.000000 Penalty: 3031.765381
	Iteration 0F: 2 clusters Score -2.645955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -26354476.000000 Penalty: 6063.530762
	Iteration 0F: 3 clusters Score -2.635448e+07 nChanged 97685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -26411244.000000 Penalty: 6063.530762
	Iteration 1F: 3 clusters Score -2.641124e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -26412116.000000 Penalty: 6063.530762
	Iteration 2Q: 3 clusters Score -2.641212e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -26413170.000000 Penalty: 6063.530762
	Iteration 3Q: 3 clusters Score -2.641317e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 105775 members 
Entering Unmasked Estep 
Score: -26414614.000000 Penalty: 6063.530762
	Iteration 4Q: 3 clusters Score -2.641461e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -26416742.000000 Penalty: 6063.530762
	Iteration 5Q: 3 clusters Score -2.641674e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -26419802.000000 Penalty: 6063.530762
	Iteration 6Q: 3 clusters Score -2.64198e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -26424504.000000 Penalty: 6063.530762
	Iteration 7Q: 3 clusters Score -2.64245e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -26430948.000000 Penalty: 6063.530762
	Iteration 8F: 3 clusters Score -2.643095e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -26439626.000000 Penalty: 6063.530762
	Iteration 9F: 3 clusters Score -2.643963e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 126853 members 
Entering Unmasked Estep 
Score: -26448908.000000 Penalty: 6063.530762
	Iteration 10F: 3 clusters Score -2.644891e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -26455896.000000 Penalty: 6063.530762
	Iteration 11F: 3 clusters Score -2.64559e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -26459350.000000 Penalty: 6063.530762
	Iteration 12Q: 3 clusters Score -2.645935e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 130379 members 
Entering Unmasked Estep 
Score: -26461184.000000 Penalty: 6063.530762
	Iteration 13Q: 3 clusters Score -2.646118e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 131202 members 
Entering Unmasked Estep 
Score: -26462072.000000 Penalty: 6063.530762
	Iteration 14Q: 3 clusters Score -2.646207e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 131991 members 
Entering Unmasked Estep 
Score: -26463154.000000 Penalty: 6063.530762
	Iteration 15Q: 3 clusters Score -2.646315e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -26463852.000000 Penalty: 6063.530762
	Iteration 16Q: 3 clusters Score -2.646385e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 133372 members 
Entering Unmasked Estep 
Score: -26464464.000000 Penalty: 6063.530762
	Iteration 17Q: 3 clusters Score -2.646446e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -26465044.000000 Penalty: 6063.530762
	Iteration 18Q: 3 clusters Score -2.646504e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 134703 members 
Entering Unmasked Estep 
Score: -26465710.000000 Penalty: 6063.530762
	Iteration 19Q: 3 clusters Score -2.646571e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -26466386.000000 Penalty: 6063.530762
	Iteration 20F: 3 clusters Score -2.646639e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 135881 members 
Entering Unmasked Estep 
Score: -26466896.000000 Penalty: 6063.530762
	Iteration 21Q: 3 clusters Score -2.64669e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 136468 members 
Entering Unmasked Estep 
Score: -26467202.000000 Penalty: 6063.530762
	Iteration 22Q: 3 clusters Score -2.64672e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -26467550.000000 Penalty: 6063.530762
	Iteration 23Q: 3 clusters Score -2.646755e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -26467750.000000 Penalty: 6063.530762
	Iteration 24Q: 3 clusters Score -2.646775e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 138128 members 
Entering Unmasked Estep 
Score: -26468042.000000 Penalty: 6063.530762
	Iteration 25Q: 3 clusters Score -2.646804e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 138636 members 
Entering Unmasked Estep 
Score: -26468134.000000 Penalty: 6063.530762
	Iteration 26Q: 3 clusters Score -2.646813e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -26468306.000000 Penalty: 6063.530762
	Iteration 27Q: 3 clusters Score -2.646831e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -26468552.000000 Penalty: 6063.530762
	Iteration 28Q: 3 clusters Score -2.646855e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 140339 members 
Entering Unmasked Estep 
Score: -26468714.000000 Penalty: 6063.530762
	Iteration 29Q: 3 clusters Score -2.646871e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -26468806.000000 Penalty: 6063.530762
	Iteration 30Q: 3 clusters Score -2.646881e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -26468970.000000 Penalty: 6063.530762
	Iteration 31Q: 3 clusters Score -2.646897e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -26469126.000000 Penalty: 6063.530762
	Iteration 32Q: 3 clusters Score -2.646913e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -26469166.000000 Penalty: 6063.530762
	Iteration 33Q: 3 clusters Score -2.646917e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -26469314.000000 Penalty: 6063.530762
	Iteration 34Q: 3 clusters Score -2.646931e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -26469530.000000 Penalty: 6063.530762
	Iteration 35Q: 3 clusters Score -2.646953e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 144726 members 
Entering Unmasked Estep 
Score: -26469568.000000 Penalty: 6063.530762
	Iteration 36Q: 3 clusters Score -2.646957e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 145375 members 
Entering Unmasked Estep 
Score: -26469592.000000 Penalty: 6063.530762
	Iteration 37Q: 3 clusters Score -2.646959e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -26469678.000000 Penalty: 6063.530762
	Iteration 38Q: 3 clusters Score -2.646968e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -26469796.000000 Penalty: 6063.530762
	Iteration 39Q: 3 clusters Score -2.64698e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -26469836.000000 Penalty: 6063.530762
	Iteration 40F: 3 clusters Score -2.646984e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -26469854.000000 Penalty: 6063.530762
	Iteration 41Q: 3 clusters Score -2.646985e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -26469882.000000 Penalty: 6063.530762
	Iteration 42Q: 3 clusters Score -2.646988e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -26469962.000000 Penalty: 6063.530762
	Iteration 43Q: 3 clusters Score -2.646996e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -26469960.000000 Penalty: 6063.530762
	Iteration 44Q: 3 clusters Score -2.646996e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -26470052.000000 Penalty: 6063.530762
	Iteration 45Q: 3 clusters Score -2.647005e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -26470096.000000 Penalty: 6063.530762
	Iteration 46Q: 3 clusters Score -2.64701e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -26470060.000000 Penalty: 6063.530762
	Iteration 47Q: 3 clusters Score -2.647006e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -26470090.000000 Penalty: 6063.530762
	Iteration 48Q: 3 clusters Score -2.647009e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -26470180.000000 Penalty: 6063.530762
	Iteration 49Q: 3 clusters Score -2.647018e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -26470260.000000 Penalty: 6063.530762
	Iteration 50Q: 3 clusters Score -2.647026e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -26470270.000000 Penalty: 6063.530762
	Iteration 51Q: 3 clusters Score -2.647027e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 156792 members 
Entering Unmasked Estep 
Score: -26470292.000000 Penalty: 6063.530762
	Iteration 52Q: 3 clusters Score -2.647029e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 157727 members 
Entering Unmasked Estep 
Score: -26470324.000000 Penalty: 6063.530762
	Iteration 53Q: 3 clusters Score -2.647032e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -26470468.000000 Penalty: 6063.530762
	Iteration 54Q: 3 clusters Score -2.647047e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 159520 members 
Entering Unmasked Estep 
Score: -26470522.000000 Penalty: 6063.530762
	Iteration 55Q: 3 clusters Score -2.647052e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 160460 members 
Entering Unmasked Estep 
Score: -26470554.000000 Penalty: 6063.530762
	Iteration 56Q: 3 clusters Score -2.647055e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -26470562.000000 Penalty: 6063.530762
	Iteration 57Q: 3 clusters Score -2.647056e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -26470606.000000 Penalty: 6063.530762
	Iteration 58Q: 3 clusters Score -2.647061e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -26470656.000000 Penalty: 6063.530762
	Iteration 59Q: 3 clusters Score -2.647066e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -26470684.000000 Penalty: 6063.530762
	Iteration 60F: 3 clusters Score -2.647068e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -26470854.000000 Penalty: 6063.530762
	Iteration 61Q: 3 clusters Score -2.647085e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -26470876.000000 Penalty: 6063.530762
	Iteration 62Q: 3 clusters Score -2.647088e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -26470858.000000 Penalty: 6063.530762
	Iteration 63Q: 3 clusters Score -2.647086e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -26470816.000000 Penalty: 6063.530762
	Iteration 64Q: 3 clusters Score -2.647082e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -26470796.000000 Penalty: 6063.530762
	Iteration 65Q: 3 clusters Score -2.64708e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -26470768.000000 Penalty: 6063.530762
	Iteration 66Q: 3 clusters Score -2.647077e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -26470678.000000 Penalty: 6063.530762
	Iteration 67Q: 3 clusters Score -2.647068e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -26470318.000000 Penalty: 6063.530762
	Iteration 68Q: 3 clusters Score -2.647032e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -26469838.000000 Penalty: 6063.530762
	Iteration 69Q: 3 clusters Score -2.646984e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -26469402.000000 Penalty: 6063.530762
	Iteration 70Q: 3 clusters Score -2.64694e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 178375 members 
Entering Unmasked Estep 
Score: -26468872.000000 Penalty: 6063.530762
	Iteration 71Q: 3 clusters Score -2.646887e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 179838 members 
Entering Unmasked Estep 
Score: -26468266.000000 Penalty: 6063.530762
	Iteration 72Q: 3 clusters Score -2.646827e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 181248 members 
Entering Unmasked Estep 
Score: -26467746.000000 Penalty: 6063.530762
	Iteration 73Q: 3 clusters Score -2.646775e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 182634 members 
Entering Unmasked Estep 
Score: -26467176.000000 Penalty: 6063.530762
	Iteration 74Q: 3 clusters Score -2.646718e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 183985 members 
Entering Unmasked Estep 
Score: -26466598.000000 Penalty: 6063.530762
	Iteration 75Q: 3 clusters Score -2.64666e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -26465912.000000 Penalty: 6063.530762
	Iteration 76Q: 3 clusters Score -2.646591e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 186375 members 
Entering Unmasked Estep 
Score: -26465368.000000 Penalty: 6063.530762
	Iteration 77Q: 3 clusters Score -2.646537e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -26464852.000000 Penalty: 6063.530762
	Iteration 78Q: 3 clusters Score -2.646485e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 188350 members 
Entering Unmasked Estep 
Score: -26464296.000000 Penalty: 6063.530762
	Iteration 79Q: 3 clusters Score -2.64643e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 189226 members 
Entering Unmasked Estep 
Score: -26463870.000000 Penalty: 6063.530762
	Iteration 80F: 3 clusters Score -2.646387e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 190023 members 
Entering Unmasked Estep 
Score: -26463470.000000 Penalty: 6063.530762
	Iteration 81Q: 3 clusters Score -2.646347e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.646298e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 191387 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.64626e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 191972 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.646225e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 192550 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.6462e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.646183e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.646161e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 194041 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.646144e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 194461 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.646122e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 194843 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.646107e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.646103e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 195502 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.646096e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.646094e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.646083e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 196357 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.646072e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 196613 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.646063e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 196873 members 
Entering Unmasked Estep 
Score: -26460526.000000 Penalty: 6063.530762
	Iteration 97Q: 3 clusters Score -2.646053e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.646043e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 197250 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.646029e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 197410 members 
Entering Unmasked Estep 
Score: -26460262.000000 Penalty: 6063.530762
	Iteration 100F: 3 clusters Score -2.646026e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 197554 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.646026e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 197665 members 
Entering Unmasked Estep 
Score: -26460238.000000 Penalty: 6063.530762
	Iteration 102Q: 3 clusters Score -2.646024e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 197796 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.646021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 197918 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.64602e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 198034 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.646015e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 198144 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.646007e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 198245 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.646002e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 198334 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.646004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 198417 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.646003e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 198517 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.646e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 198614 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.645991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 198684 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.645986e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 198749 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.645987e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 198822 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.64598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 198879 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.645981e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 198925 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.64598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 198972 members 
Entering Unmasked Estep 
Score: -26459782.000000 Penalty: 6063.530762
	Iteration 117Q: 3 clusters Score -2.645978e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 199014 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.645979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 199048 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.645979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -26459754.000000 Penalty: 6063.530762
	Iteration 120F: 3 clusters Score -2.645975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 199109 members 
Entering Unmasked Estep 
Score: -26459748.000000 Penalty: 6063.530762
	Iteration 121Q: 3 clusters Score -2.645975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 199133 members 
Entering Unmasked Estep 
Score: -26459750.000000 Penalty: 6063.530762
	Iteration 122Q: 3 clusters Score -2.645975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 199159 members 
Entering Unmasked Estep 
Score: -26459734.000000 Penalty: 6063.530762
	Iteration 123Q: 3 clusters Score -2.645973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 199184 members 
Entering Unmasked Estep 
Score: -26459754.000000 Penalty: 6063.530762
	Iteration 124Q: 3 clusters Score -2.645975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 199220 members 
Entering Unmasked Estep 
Score: -26459734.000000 Penalty: 6063.530762
	Iteration 125Q: 3 clusters Score -2.645973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 199242 members 
Entering Unmasked Estep 
Score: -26459714.000000 Penalty: 6063.530762
	Iteration 126Q: 3 clusters Score -2.645971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 199261 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.645973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 199273 members 
Entering Unmasked Estep 
Score: -26459720.000000 Penalty: 6063.530762
	Iteration 128Q: 3 clusters Score -2.645972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 199285 members 
Entering Unmasked Estep 
Score: -26459700.000000 Penalty: 6063.530762
	Iteration 129Q: 3 clusters Score -2.64597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 199302 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.64597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 199315 members 
Entering Unmasked Estep 
Score: -26459714.000000 Penalty: 6063.530762
	Iteration 131Q: 3 clusters Score -2.645971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 199323 members 
Entering Unmasked Estep 
Score: -26459720.000000 Penalty: 6063.530762
	Iteration 132Q: 3 clusters Score -2.645972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 199333 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.645971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 199343 members 
Entering Unmasked Estep 
Score: -26459690.000000 Penalty: 6063.530762
	Iteration 134Q: 3 clusters Score -2.645969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 199356 members 
Entering Unmasked Estep 
Score: -26459688.000000 Penalty: 6063.530762
	Iteration 135Q: 3 clusters Score -2.645969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 199362 members 
Entering Unmasked Estep 
Score: -26459682.000000 Penalty: 6063.530762
	Iteration 136Q: 3 clusters Score -2.645968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -26459662.000000 Penalty: 6063.530762
	Iteration 137Q: 3 clusters Score -2.645966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -26459676.000000 Penalty: 6063.530762
	Iteration 138Q: 3 clusters Score -2.645968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -26459668.000000 Penalty: 6063.530762
	Iteration 139Q: 3 clusters Score -2.645967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 199380 members 
Entering Unmasked Estep 
Score: -26459680.000000 Penalty: 6063.530762
	Iteration 140F: 3 clusters Score -2.645968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 199381 members 
Entering Unmasked Estep 
Score: -26459682.000000 Penalty: 6063.530762
	Iteration 141Q: 3 clusters Score -2.645968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 199382 members 
Entering Unmasked Estep 
Score: -26459684.000000 Penalty: 6063.530762
	Iteration 142Q: 3 clusters Score -2.645968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -26459682.000000 Penalty: 6063.530762
	Iteration 143Q: 3 clusters Score -2.645968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -26459674.000000 Penalty: 6063.530762
	Iteration 144Q: 3 clusters Score -2.645967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 199398 members 
Entering Unmasked Estep 
Score: -26459668.000000 Penalty: 6063.530762
	Iteration 145Q: 3 clusters Score -2.645967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 199400 members 
Entering Unmasked Estep 
Score: -26459670.000000 Penalty: 6063.530762
	Iteration 146Q: 3 clusters Score -2.645967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 199401 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.645967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -26459670.000000 Penalty: 6063.530762
	Iteration 148Q: 3 clusters Score -2.645967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -26459662.000000 Penalty: 6063.530762
	Iteration 149Q: 3 clusters Score -2.645966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -26459678.000000 Penalty: 6063.530762
	Iteration 150Q: 3 clusters Score -2.645968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 199408 members 
Entering Unmasked Estep 
Score: -26459656.000000 Penalty: 6063.530762
	Iteration 151Q: 3 clusters Score -2.645966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 199414 members 
Entering Unmasked Estep 
Score: -26459636.000000 Penalty: 6063.530762
	Iteration 152Q: 3 clusters Score -2.645964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 199421 members 
Entering Unmasked Estep 
Score: -26459642.000000 Penalty: 6063.530762
	Iteration 153Q: 3 clusters Score -2.645964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 199428 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.645964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 199434 members 
Entering Unmasked Estep 
Score: -26459630.000000 Penalty: 6063.530762
	Iteration 155Q: 3 clusters Score -2.645963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 199436 members 
Entering Unmasked Estep 
Score: -26459616.000000 Penalty: 6063.530762
	Iteration 156Q: 3 clusters Score -2.645962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 199438 members 
Entering Unmasked Estep 
Score: -26459624.000000 Penalty: 6063.530762
	Iteration 157Q: 3 clusters Score -2.645962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 199441 members 
Entering Unmasked Estep 
Score: -26459626.000000 Penalty: 6063.530762
	Iteration 158Q: 3 clusters Score -2.645963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 199445 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.64596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 199448 members 
Entering Unmasked Estep 
Score: -26459606.000000 Penalty: 6063.530762
	Iteration 160F: 3 clusters Score -2.645961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 199450 members 
Entering Unmasked Estep 
Score: -26459602.000000 Penalty: 6063.530762
	Iteration 161Q: 3 clusters Score -2.64596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 199454 members 
Entering Unmasked Estep 
Score: -26459604.000000 Penalty: 6063.530762
	Iteration 162Q: 3 clusters Score -2.64596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 199462 members 
Entering Unmasked Estep 
Score: -26459594.000000 Penalty: 6063.530762
	Iteration 163Q: 3 clusters Score -2.645959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 199471 members 
Entering Unmasked Estep 
Score: -26459588.000000 Penalty: 6063.530762
	Iteration 164Q: 3 clusters Score -2.645959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 199474 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.645959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 199476 members 
Entering Unmasked Estep 
Score: -26459584.000000 Penalty: 6063.530762
	Iteration 166Q: 3 clusters Score -2.645958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 199479 members 
Entering Unmasked Estep 
Score: -26459586.000000 Penalty: 6063.530762
	Iteration 167Q: 3 clusters Score -2.645959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 199479 members 
Entering Unmasked Estep 
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	Iteration 168F: 3 clusters Score -2.645959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182391 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145073 members 
Mstep: Class 8 contains 205497 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28251 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171134 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44884 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 199479 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
Score: -166405328.000000 Penalty: 80372.445312
Splitting cluster 2 changes total score from -166405440.000000 to -166405328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Entering Unmasked Estep 
Score: -3876004.000000 Penalty: 2559.570312
	Iteration 0F: 2 clusters Score -3876004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3855407.000000 Penalty: 5119.140625
	Iteration 0F: 3 clusters Score -3855407 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3863528.500000 Penalty: 5119.140625
	Iteration 1F: 3 clusters Score -3863528 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3865324.750000 Penalty: 5119.140625
	Iteration 2F: 3 clusters Score -3865325 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3867921.000000 Penalty: 5119.140625
	Iteration 3F: 3 clusters Score -3867921 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3870742.250000 Penalty: 5119.140625
	Iteration 4F: 3 clusters Score -3870742 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3872908.250000 Penalty: 5119.140625
	Iteration 5F: 3 clusters Score -3872908 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3874077.500000 Penalty: 5119.140625
	Iteration 6F: 3 clusters Score -3874078 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3874645.250000 Penalty: 5119.140625
	Iteration 7Q: 3 clusters Score -3874645 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3874934.000000 Penalty: 5119.140625
	Iteration 8Q: 3 clusters Score -3874934 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3875106.500000 Penalty: 5119.140625
	Iteration 9Q: 3 clusters Score -3875106 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3875198.500000 Penalty: 5119.140625
	Iteration 10Q: 3 clusters Score -3875198 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3875221.500000 Penalty: 5119.140625
	Iteration 11Q: 3 clusters Score -3875222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3875257.250000 Penalty: 5119.140625
	Iteration 12Q: 3 clusters Score -3875257 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3875309.000000 Penalty: 5119.140625
	Iteration 13Q: 3 clusters Score -3875309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3875321.500000 Penalty: 5119.140625
	Iteration 14Q: 3 clusters Score -3875322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3875339.750000 Penalty: 5119.140625
	Iteration 15Q: 3 clusters Score -3875340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3875357.500000 Penalty: 5119.140625
	Iteration 16Q: 3 clusters Score -3875358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3875364.750000 Penalty: 5119.140625
	Iteration 17Q: 3 clusters Score -3875365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3875367.750000 Penalty: 5119.140625
	Iteration 18Q: 3 clusters Score -3875368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3875372.750000 Penalty: 5119.140625
	Iteration 19Q: 3 clusters Score -3875373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3875375.500000 Penalty: 5119.140625
	Iteration 20F: 3 clusters Score -3875376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3875374.500000 Penalty: 5119.140625
	Iteration 21Q: 3 clusters Score -3875374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3875379.500000 Penalty: 5119.140625
	Iteration 22Q: 3 clusters Score -3875380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3875373.750000 Penalty: 5119.140625
	Iteration 23Q: 3 clusters Score -3875374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3875372.500000 Penalty: 5119.140625
	Iteration 24Q: 3 clusters Score -3875372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3875379.750000 Penalty: 5119.140625
	Iteration 25Q: 3 clusters Score -3875380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3875378.250000 Penalty: 5119.140625
	Iteration 26Q: 3 clusters Score -3875378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3875381.000000 Penalty: 5119.140625
	Iteration 27Q: 3 clusters Score -3875381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3875380.500000 Penalty: 5119.140625
	Iteration 28Q: 3 clusters Score -3875380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3875378.000000 Penalty: 5119.140625
	Iteration 29Q: 3 clusters Score -3875378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3875373.250000 Penalty: 5119.140625
	Iteration 30Q: 3 clusters Score -3875373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3875375.000000 Penalty: 5119.140625
	Iteration 31Q: 3 clusters Score -3875375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3875377.750000 Penalty: 5119.140625
	Iteration 32Q: 3 clusters Score -3875378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3875378.250000 Penalty: 5119.140625
	Iteration 33Q: 3 clusters Score -3875378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3875376.750000 Penalty: 5119.140625
	Iteration 34Q: 3 clusters Score -3875377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3875376.750000 Penalty: 5119.140625
	Iteration 35Q: 3 clusters Score -3875377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3875377.250000 Penalty: 5119.140625
	Iteration 36Q: 3 clusters Score -3875377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3875379.500000 Penalty: 5119.140625
	Iteration 37Q: 3 clusters Score -3875380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3875380.250000 Penalty: 5119.140625
	Iteration 38Q: 3 clusters Score -3875380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3875380.250000 Penalty: 5119.140625
	Iteration 39F: 3 clusters Score -3875380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Entering Unmasked Estep 
Score: -6899129.500000 Penalty: 2709.882324
	Iteration 0F: 2 clusters Score -6899130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -6861783.500000 Penalty: 5419.764648
	Iteration 0F: 3 clusters Score -6861784 nChanged 25782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6876617.000000 Penalty: 5419.764648
	Iteration 1F: 3 clusters Score -6876617 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6877545.500000 Penalty: 5419.764648
	Iteration 2Q: 3 clusters Score -6877546 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -6878810.500000 Penalty: 5419.764648
	Iteration 3Q: 3 clusters Score -6878810 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6880403.000000 Penalty: 5419.764648
	Iteration 4F: 3 clusters Score -6880403 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -6881868.000000 Penalty: 5419.764648
	Iteration 5F: 3 clusters Score -6881868 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -6883339.000000 Penalty: 5419.764648
	Iteration 6F: 3 clusters Score -6883339 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -6884910.500000 Penalty: 5419.764648
	Iteration 7F: 3 clusters Score -6884910 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6886661.000000 Penalty: 5419.764648
	Iteration 8F: 3 clusters Score -6886661 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -6888741.500000 Penalty: 5419.764648
	Iteration 9F: 3 clusters Score -6888742 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -6891107.500000 Penalty: 5419.764648
	Iteration 10F: 3 clusters Score -6891108 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6893487.000000 Penalty: 5419.764648
	Iteration 11F: 3 clusters Score -6893487 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -6895546.000000 Penalty: 5419.764648
	Iteration 12Q: 3 clusters Score -6895546 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6896982.500000 Penalty: 5419.764648
	Iteration 13Q: 3 clusters Score -6896982 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6897840.000000 Penalty: 5419.764648
	Iteration 14Q: 3 clusters Score -6897840 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -6898308.000000 Penalty: 5419.764648
	Iteration 15Q: 3 clusters Score -6898308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6898550.000000 Penalty: 5419.764648
	Iteration 16Q: 3 clusters Score -6898550 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -6898686.000000 Penalty: 5419.764648
	Iteration 17Q: 3 clusters Score -6898686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -6898752.000000 Penalty: 5419.764648
	Iteration 18Q: 3 clusters Score -6898752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -6898808.500000 Penalty: 5419.764648
	Iteration 19Q: 3 clusters Score -6898808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -6898855.500000 Penalty: 5419.764648
	Iteration 20F: 3 clusters Score -6898856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6898889.500000 Penalty: 5419.764648
	Iteration 21Q: 3 clusters Score -6898890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6898893.500000 Penalty: 5419.764648
	Iteration 22Q: 3 clusters Score -6898894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -6898902.500000 Penalty: 5419.764648
	Iteration 23Q: 3 clusters Score -6898902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6898917.000000 Penalty: 5419.764648
	Iteration 24Q: 3 clusters Score -6898917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -6898940.000000 Penalty: 5419.764648
	Iteration 25Q: 3 clusters Score -6898940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -6898947.000000 Penalty: 5419.764648
	Iteration 26Q: 3 clusters Score -6898947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6898953.000000 Penalty: 5419.764648
	Iteration 27Q: 3 clusters Score -6898953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -6898954.500000 Penalty: 5419.764648
	Iteration 28Q: 3 clusters Score -6898954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -6898961.500000 Penalty: 5419.764648
	Iteration 29Q: 3 clusters Score -6898962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -6898959.500000 Penalty: 5419.764648
	Iteration 30Q: 3 clusters Score -6898960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -6898961.500000 Penalty: 5419.764648
	Iteration 31Q: 3 clusters Score -6898962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6898961.000000 Penalty: 5419.764648
	Iteration 32Q: 3 clusters Score -6898961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -6898959.500000 Penalty: 5419.764648
	Iteration 33Q: 3 clusters Score -6898960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6898960.500000 Penalty: 5419.764648
	Iteration 34Q: 3 clusters Score -6898960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -6898962.000000 Penalty: 5419.764648
	Iteration 35Q: 3 clusters Score -6898962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -6898961.500000 Penalty: 5419.764648
	Iteration 36Q: 3 clusters Score -6898962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6898964.000000 Penalty: 5419.764648
	Iteration 37Q: 3 clusters Score -6898964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -6898964.500000 Penalty: 5419.764648
	Iteration 38Q: 3 clusters Score -6898964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6898967.500000 Penalty: 5419.764648
	Iteration 39Q: 3 clusters Score -6898968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -6898961.000000 Penalty: 5419.764648
	Iteration 40F: 3 clusters Score -6898961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -6898961.000000 Penalty: 5419.764648
	Iteration 41Q: 3 clusters Score -6898961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -6898961.500000 Penalty: 5419.764648
	Iteration 42Q: 3 clusters Score -6898962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6898959.000000 Penalty: 5419.764648
	Iteration 43Q: 3 clusters Score -6898959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6898959.000000 Penalty: 5419.764648
	Iteration 44F: 3 clusters Score -6898959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182391 members 
Entering Unmasked Estep 
Score: -23438088.000000 Penalty: 3004.249023
	Iteration 0F: 2 clusters Score -2.343809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -23318554.000000 Penalty: 6008.498047
	Iteration 0F: 3 clusters Score -2.331855e+07 nChanged 87208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -23369138.000000 Penalty: 6008.498047
	Iteration 1F: 3 clusters Score -2.336914e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -23370234.000000 Penalty: 6008.498047
	Iteration 2Q: 3 clusters Score -2.337023e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -23371382.000000 Penalty: 6008.498047
	Iteration 3Q: 3 clusters Score -2.337138e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -23373190.000000 Penalty: 6008.498047
	Iteration 4Q: 3 clusters Score -2.337319e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -23375186.000000 Penalty: 6008.498047
	Iteration 5Q: 3 clusters Score -2.337519e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -23378640.000000 Penalty: 6008.498047
	Iteration 6Q: 3 clusters Score -2.337864e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -23384068.000000 Penalty: 6008.498047
	Iteration 7F: 3 clusters Score -2.338407e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -23391890.000000 Penalty: 6008.498047
	Iteration 8F: 3 clusters Score -2.339189e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -23401878.000000 Penalty: 6008.498047
	Iteration 9F: 3 clusters Score -2.340188e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -23410874.000000 Penalty: 6008.498047
	Iteration 10F: 3 clusters Score -2.341087e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -23416946.000000 Penalty: 6008.498047
	Iteration 11Q: 3 clusters Score -2.341695e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -23420400.000000 Penalty: 6008.498047
	Iteration 12Q: 3 clusters Score -2.34204e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -23422604.000000 Penalty: 6008.498047
	Iteration 13Q: 3 clusters Score -2.34226e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -23424630.000000 Penalty: 6008.498047
	Iteration 14Q: 3 clusters Score -2.342463e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -23426324.000000 Penalty: 6008.498047
	Iteration 15Q: 3 clusters Score -2.342632e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 162603 members 
Entering Unmasked Estep 
Score: -23428026.000000 Penalty: 6008.498047
	Iteration 16Q: 3 clusters Score -2.342803e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 165055 members 
Entering Unmasked Estep 
Score: -23429740.000000 Penalty: 6008.498047
	Iteration 17Q: 3 clusters Score -2.342974e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -23431270.000000 Penalty: 6008.498047
	Iteration 18Q: 3 clusters Score -2.343127e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -23432448.000000 Penalty: 6008.498047
	Iteration 19Q: 3 clusters Score -2.343245e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 170345 members 
Entering Unmasked Estep 
Score: -23433432.000000 Penalty: 6008.498047
	Iteration 20F: 3 clusters Score -2.343343e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 171461 members 
Entering Unmasked Estep 
Score: -23434084.000000 Penalty: 6008.498047
	Iteration 21Q: 3 clusters Score -2.343408e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 172340 members 
Entering Unmasked Estep 
Score: -23434670.000000 Penalty: 6008.498047
	Iteration 22Q: 3 clusters Score -2.343467e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 173065 members 
Entering Unmasked Estep 
Score: -23435084.000000 Penalty: 6008.498047
	Iteration 23Q: 3 clusters Score -2.343508e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -23435354.000000 Penalty: 6008.498047
	Iteration 24Q: 3 clusters Score -2.343535e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -23435684.000000 Penalty: 6008.498047
	Iteration 25Q: 3 clusters Score -2.343568e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -23435888.000000 Penalty: 6008.498047
	Iteration 26Q: 3 clusters Score -2.343589e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -23436088.000000 Penalty: 6008.498047
	Iteration 27Q: 3 clusters Score -2.343609e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23436242.000000 Penalty: 6008.498047
	Iteration 28Q: 3 clusters Score -2.343624e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -23436422.000000 Penalty: 6008.498047
	Iteration 29Q: 3 clusters Score -2.343642e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -23436436.000000 Penalty: 6008.498047
	Iteration 30Q: 3 clusters Score -2.343644e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 175399 members 
Entering Unmasked Estep 
Score: -23436450.000000 Penalty: 6008.498047
	Iteration 31Q: 3 clusters Score -2.343645e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -23436430.000000 Penalty: 6008.498047
	Iteration 32Q: 3 clusters Score -2.343643e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -23436450.000000 Penalty: 6008.498047
	Iteration 33Q: 3 clusters Score -2.343645e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -23436406.000000 Penalty: 6008.498047
	Iteration 34Q: 3 clusters Score -2.343641e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 175856 members 
Entering Unmasked Estep 
Score: -23436358.000000 Penalty: 6008.498047
	Iteration 35Q: 3 clusters Score -2.343636e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 175930 members 
Entering Unmasked Estep 
Score: -23436380.000000 Penalty: 6008.498047
	Iteration 36Q: 3 clusters Score -2.343638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 176007 members 
Entering Unmasked Estep 
Score: -23436364.000000 Penalty: 6008.498047
	Iteration 37Q: 3 clusters Score -2.343636e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -23436352.000000 Penalty: 6008.498047
	Iteration 38Q: 3 clusters Score -2.343635e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 176121 members 
Entering Unmasked Estep 
Score: -23436324.000000 Penalty: 6008.498047
	Iteration 39Q: 3 clusters Score -2.343632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 176165 members 
Entering Unmasked Estep 
Score: -23436330.000000 Penalty: 6008.498047
	Iteration 40F: 3 clusters Score -2.343633e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 176202 members 
Entering Unmasked Estep 
Score: -23436308.000000 Penalty: 6008.498047
	Iteration 41Q: 3 clusters Score -2.343631e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 176247 members 
Entering Unmasked Estep 
Score: -23436310.000000 Penalty: 6008.498047
	Iteration 42Q: 3 clusters Score -2.343631e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 176281 members 
Entering Unmasked Estep 
Score: -23436354.000000 Penalty: 6008.498047
	Iteration 43Q: 3 clusters Score -2.343635e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 176320 members 
Entering Unmasked Estep 
Score: -23436364.000000 Penalty: 6008.498047
	Iteration 44Q: 3 clusters Score -2.343636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 176361 members 
Entering Unmasked Estep 
Score: -23436364.000000 Penalty: 6008.498047
	Iteration 45Q: 3 clusters Score -2.343636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -23436336.000000 Penalty: 6008.498047
	Iteration 46Q: 3 clusters Score -2.343634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -23436338.000000 Penalty: 6008.498047
	Iteration 47Q: 3 clusters Score -2.343634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -23436294.000000 Penalty: 6008.498047
	Iteration 48Q: 3 clusters Score -2.343629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -23436304.000000 Penalty: 6008.498047
	Iteration 49Q: 3 clusters Score -2.34363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -23436326.000000 Penalty: 6008.498047
	Iteration 50Q: 3 clusters Score -2.343633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 176549 members 
Entering Unmasked Estep 
Score: -23436320.000000 Penalty: 6008.498047
	Iteration 51Q: 3 clusters Score -2.343632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -23436320.000000 Penalty: 6008.498047
	Iteration 52Q: 3 clusters Score -2.343632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -23436302.000000 Penalty: 6008.498047
	Iteration 53Q: 3 clusters Score -2.34363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -23436312.000000 Penalty: 6008.498047
	Iteration 54Q: 3 clusters Score -2.343631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 176629 members 
Entering Unmasked Estep 
Score: -23436308.000000 Penalty: 6008.498047
	Iteration 55Q: 3 clusters Score -2.343631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -23436312.000000 Penalty: 6008.498047
	Iteration 56Q: 3 clusters Score -2.343631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -23436290.000000 Penalty: 6008.498047
	Iteration 57Q: 3 clusters Score -2.343629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 176722 members 
Entering Unmasked Estep 
Score: -23436264.000000 Penalty: 6008.498047
	Iteration 58Q: 3 clusters Score -2.343626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -23436260.000000 Penalty: 6008.498047
	Iteration 59Q: 3 clusters Score -2.343626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -23436280.000000 Penalty: 6008.498047
	Iteration 60F: 3 clusters Score -2.343628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 176794 members 
Entering Unmasked Estep 
Score: -23436256.000000 Penalty: 6008.498047
	Iteration 61Q: 3 clusters Score -2.343626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 176819 members 
Entering Unmasked Estep 
Score: -23436248.000000 Penalty: 6008.498047
	Iteration 62Q: 3 clusters Score -2.343625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -23436242.000000 Penalty: 6008.498047
	Iteration 63Q: 3 clusters Score -2.343624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -23436220.000000 Penalty: 6008.498047
	Iteration 64Q: 3 clusters Score -2.343622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 176911 members 
Entering Unmasked Estep 
Score: -23436222.000000 Penalty: 6008.498047
	Iteration 65Q: 3 clusters Score -2.343622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -23436184.000000 Penalty: 6008.498047
	Iteration 66Q: 3 clusters Score -2.343618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 176966 members 
Entering Unmasked Estep 
Score: -23436212.000000 Penalty: 6008.498047
	Iteration 67Q: 3 clusters Score -2.343621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 176985 members 
Entering Unmasked Estep 
Score: -23436172.000000 Penalty: 6008.498047
	Iteration 68Q: 3 clusters Score -2.343617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -23436164.000000 Penalty: 6008.498047
	Iteration 69Q: 3 clusters Score -2.343616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 177011 members 
Entering Unmasked Estep 
Score: -23436148.000000 Penalty: 6008.498047
	Iteration 70Q: 3 clusters Score -2.343615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 177026 members 
Entering Unmasked Estep 
Score: -23436162.000000 Penalty: 6008.498047
	Iteration 71Q: 3 clusters Score -2.343616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 177042 members 
Entering Unmasked Estep 
Score: -23436176.000000 Penalty: 6008.498047
	Iteration 72Q: 3 clusters Score -2.343618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 177053 members 
Entering Unmasked Estep 
Score: -23436160.000000 Penalty: 6008.498047
	Iteration 73Q: 3 clusters Score -2.343616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -23436154.000000 Penalty: 6008.498047
	Iteration 74Q: 3 clusters Score -2.343615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -23436156.000000 Penalty: 6008.498047
	Iteration 75Q: 3 clusters Score -2.343616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -23436136.000000 Penalty: 6008.498047
	Iteration 76Q: 3 clusters Score -2.343614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -23436146.000000 Penalty: 6008.498047
	Iteration 77Q: 3 clusters Score -2.343615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 177109 members 
Entering Unmasked Estep 
Score: -23436136.000000 Penalty: 6008.498047
	Iteration 78Q: 3 clusters Score -2.343614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -23436136.000000 Penalty: 6008.498047
	Iteration 79Q: 3 clusters Score -2.343614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -23436130.000000 Penalty: 6008.498047
	Iteration 80F: 3 clusters Score -2.343613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 177140 members 
Entering Unmasked Estep 
Score: -23436116.000000 Penalty: 6008.498047
	Iteration 81Q: 3 clusters Score -2.343612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 177151 members 
Entering Unmasked Estep 
Score: -23436128.000000 Penalty: 6008.498047
	Iteration 82Q: 3 clusters Score -2.343613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 177167 members 
Entering Unmasked Estep 
Score: -23436106.000000 Penalty: 6008.498047
	Iteration 83Q: 3 clusters Score -2.343611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -23436090.000000 Penalty: 6008.498047
	Iteration 84Q: 3 clusters Score -2.343609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -23436116.000000 Penalty: 6008.498047
	Iteration 85Q: 3 clusters Score -2.343612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -23436076.000000 Penalty: 6008.498047
	Iteration 86Q: 3 clusters Score -2.343608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -23436080.000000 Penalty: 6008.498047
	Iteration 87Q: 3 clusters Score -2.343608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -23436096.000000 Penalty: 6008.498047
	Iteration 88Q: 3 clusters Score -2.34361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -23436084.000000 Penalty: 6008.498047
	Iteration 89Q: 3 clusters Score -2.343608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -23436090.000000 Penalty: 6008.498047
	Iteration 90Q: 3 clusters Score -2.343609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 177276 members 
Entering Unmasked Estep 
Score: -23436050.000000 Penalty: 6008.498047
	Iteration 91Q: 3 clusters Score -2.343605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -23436064.000000 Penalty: 6008.498047
	Iteration 92Q: 3 clusters Score -2.343606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 177298 members 
Entering Unmasked Estep 
Score: -23436058.000000 Penalty: 6008.498047
	Iteration 93Q: 3 clusters Score -2.343606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 177311 members 
Entering Unmasked Estep 
Score: -23436086.000000 Penalty: 6008.498047
	Iteration 94Q: 3 clusters Score -2.343609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 177327 members 
Entering Unmasked Estep 
Score: -23436080.000000 Penalty: 6008.498047
	Iteration 95Q: 3 clusters Score -2.343608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 177338 members 
Entering Unmasked Estep 
Score: -23436098.000000 Penalty: 6008.498047
	Iteration 96Q: 3 clusters Score -2.34361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 177348 members 
Entering Unmasked Estep 
Score: -23436098.000000 Penalty: 6008.498047
	Iteration 97Q: 3 clusters Score -2.34361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -23436080.000000 Penalty: 6008.498047
	Iteration 98Q: 3 clusters Score -2.343608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -23436078.000000 Penalty: 6008.498047
	Iteration 99Q: 3 clusters Score -2.343608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 177371 members 
Entering Unmasked Estep 
Score: -23436060.000000 Penalty: 6008.498047
	Iteration 100F: 3 clusters Score -2.343606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -23436052.000000 Penalty: 6008.498047
	Iteration 101Q: 3 clusters Score -2.343605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 177390 members 
Entering Unmasked Estep 
Score: -23436044.000000 Penalty: 6008.498047
	Iteration 102Q: 3 clusters Score -2.343604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -23436046.000000 Penalty: 6008.498047
	Iteration 103Q: 3 clusters Score -2.343605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 177403 members 
Entering Unmasked Estep 
Score: -23436056.000000 Penalty: 6008.498047
	Iteration 104Q: 3 clusters Score -2.343606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 177411 members 
Entering Unmasked Estep 
Score: -23436052.000000 Penalty: 6008.498047
	Iteration 105Q: 3 clusters Score -2.343605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -23436070.000000 Penalty: 6008.498047
	Iteration 106Q: 3 clusters Score -2.343607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -23436066.000000 Penalty: 6008.498047
	Iteration 107Q: 3 clusters Score -2.343607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -23436086.000000 Penalty: 6008.498047
	Iteration 108Q: 3 clusters Score -2.343609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -23436082.000000 Penalty: 6008.498047
	Iteration 109Q: 3 clusters Score -2.343608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 177468 members 
Entering Unmasked Estep 
Score: -23436070.000000 Penalty: 6008.498047
	Iteration 110Q: 3 clusters Score -2.343607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 177479 members 
Entering Unmasked Estep 
Score: -23436086.000000 Penalty: 6008.498047
	Iteration 111Q: 3 clusters Score -2.343609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 177486 members 
Entering Unmasked Estep 
Score: -23436072.000000 Penalty: 6008.498047
	Iteration 112Q: 3 clusters Score -2.343607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -23436074.000000 Penalty: 6008.498047
	Iteration 113Q: 3 clusters Score -2.343607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 177502 members 
Entering Unmasked Estep 
Score: -23436070.000000 Penalty: 6008.498047
	Iteration 114Q: 3 clusters Score -2.343607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 177514 members 
Entering Unmasked Estep 
Score: -23436062.000000 Penalty: 6008.498047
	Iteration 115Q: 3 clusters Score -2.343606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 177523 members 
Entering Unmasked Estep 
Score: -23436036.000000 Penalty: 6008.498047
	Iteration 116Q: 3 clusters Score -2.343604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -23436036.000000 Penalty: 6008.498047
	Iteration 117Q: 3 clusters Score -2.343604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -23436048.000000 Penalty: 6008.498047
	Iteration 118Q: 3 clusters Score -2.343605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -23436040.000000 Penalty: 6008.498047
	Iteration 119Q: 3 clusters Score -2.343604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -23436026.000000 Penalty: 6008.498047
	Iteration 120F: 3 clusters Score -2.343603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 177575 members 
Entering Unmasked Estep 
Score: -23436020.000000 Penalty: 6008.498047
	Iteration 121Q: 3 clusters Score -2.343602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -23436020.000000 Penalty: 6008.498047
	Iteration 122Q: 3 clusters Score -2.343602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -23436004.000000 Penalty: 6008.498047
	Iteration 123Q: 3 clusters Score -2.3436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 177618 members 
Entering Unmasked Estep 
Score: -23436002.000000 Penalty: 6008.498047
	Iteration 124Q: 3 clusters Score -2.3436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -23436004.000000 Penalty: 6008.498047
	Iteration 125Q: 3 clusters Score -2.3436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -23436010.000000 Penalty: 6008.498047
	Iteration 126Q: 3 clusters Score -2.343601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 177666 members 
Entering Unmasked Estep 
Score: -23436002.000000 Penalty: 6008.498047
	Iteration 127Q: 3 clusters Score -2.3436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 177683 members 
Entering Unmasked Estep 
Score: -23436004.000000 Penalty: 6008.498047
	Iteration 128Q: 3 clusters Score -2.3436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -23436002.000000 Penalty: 6008.498047
	Iteration 129Q: 3 clusters Score -2.3436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 177710 members 
Entering Unmasked Estep 
Score: -23435996.000000 Penalty: 6008.498047
	Iteration 130Q: 3 clusters Score -2.3436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -23436000.000000 Penalty: 6008.498047
	Iteration 131Q: 3 clusters Score -2.3436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 177729 members 
Entering Unmasked Estep 
Score: -23435988.000000 Penalty: 6008.498047
	Iteration 132Q: 3 clusters Score -2.343599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -23435990.000000 Penalty: 6008.498047
	Iteration 133Q: 3 clusters Score -2.343599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 177747 members 
Entering Unmasked Estep 
Score: -23436000.000000 Penalty: 6008.498047
	Iteration 134Q: 3 clusters Score -2.3436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -23435998.000000 Penalty: 6008.498047
	Iteration 135Q: 3 clusters Score -2.3436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -23436002.000000 Penalty: 6008.498047
	Iteration 136Q: 3 clusters Score -2.3436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -23436006.000000 Penalty: 6008.498047
	Iteration 137Q: 3 clusters Score -2.343601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -23436012.000000 Penalty: 6008.498047
	Iteration 138Q: 3 clusters Score -2.343601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 177817 members 
Entering Unmasked Estep 
Score: -23436018.000000 Penalty: 6008.498047
	Iteration 139Q: 3 clusters Score -2.343602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -23436028.000000 Penalty: 6008.498047
	Iteration 140F: 3 clusters Score -2.343603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 177852 members 
Entering Unmasked Estep 
Score: -23436006.000000 Penalty: 6008.498047
	Iteration 141Q: 3 clusters Score -2.343601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -23436004.000000 Penalty: 6008.498047
	Iteration 142Q: 3 clusters Score -2.3436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -23435996.000000 Penalty: 6008.498047
	Iteration 143Q: 3 clusters Score -2.3436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -23435986.000000 Penalty: 6008.498047
	Iteration 144Q: 3 clusters Score -2.343599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 177926 members 
Entering Unmasked Estep 
Score: -23435964.000000 Penalty: 6008.498047
	Iteration 145Q: 3 clusters Score -2.343596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -23435970.000000 Penalty: 6008.498047
	Iteration 146Q: 3 clusters Score -2.343597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -23435960.000000 Penalty: 6008.498047
	Iteration 147Q: 3 clusters Score -2.343596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -23435946.000000 Penalty: 6008.498047
	Iteration 148Q: 3 clusters Score -2.343595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 177997 members 
Entering Unmasked Estep 
Score: -23435944.000000 Penalty: 6008.498047
	Iteration 149Q: 3 clusters Score -2.343594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -23435932.000000 Penalty: 6008.498047
	Iteration 150Q: 3 clusters Score -2.343593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 178029 members 
Entering Unmasked Estep 
Score: -23435938.000000 Penalty: 6008.498047
	Iteration 151Q: 3 clusters Score -2.343594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -23435908.000000 Penalty: 6008.498047
	Iteration 152Q: 3 clusters Score -2.343591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 178069 members 
Entering Unmasked Estep 
Score: -23435914.000000 Penalty: 6008.498047
	Iteration 153Q: 3 clusters Score -2.343591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -23435900.000000 Penalty: 6008.498047
	Iteration 154Q: 3 clusters Score -2.34359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -23435914.000000 Penalty: 6008.498047
	Iteration 155Q: 3 clusters Score -2.343591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -23435918.000000 Penalty: 6008.498047
	Iteration 156Q: 3 clusters Score -2.343592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 178127 members 
Entering Unmasked Estep 
Score: -23435914.000000 Penalty: 6008.498047
	Iteration 157Q: 3 clusters Score -2.343591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -23435918.000000 Penalty: 6008.498047
	Iteration 158Q: 3 clusters Score -2.343592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -23435902.000000 Penalty: 6008.498047
	Iteration 159Q: 3 clusters Score -2.34359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 178172 members 
Entering Unmasked Estep 
Score: -23435880.000000 Penalty: 6008.498047
	Iteration 160F: 3 clusters Score -2.343588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -23435874.000000 Penalty: 6008.498047
	Iteration 161Q: 3 clusters Score -2.343587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -23435884.000000 Penalty: 6008.498047
	Iteration 162Q: 3 clusters Score -2.343588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 178250 members 
Entering Unmasked Estep 
Score: -23435902.000000 Penalty: 6008.498047
	Iteration 163Q: 3 clusters Score -2.34359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -23435866.000000 Penalty: 6008.498047
	Iteration 164Q: 3 clusters Score -2.343587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 178292 members 
Entering Unmasked Estep 
Score: -23435892.000000 Penalty: 6008.498047
	Iteration 165Q: 3 clusters Score -2.343589e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 178320 members 
Entering Unmasked Estep 
Score: -23435876.000000 Penalty: 6008.498047
	Iteration 166Q: 3 clusters Score -2.343588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 178343 members 
Entering Unmasked Estep 
Score: -23435880.000000 Penalty: 6008.498047
	Iteration 167Q: 3 clusters Score -2.343588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 178364 members 
Entering Unmasked Estep 
Score: -23435880.000000 Penalty: 6008.498047
	Iteration 168Q: 3 clusters Score -2.343588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -23435848.000000 Penalty: 6008.498047
	Iteration 169Q: 3 clusters Score -2.343585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -23435854.000000 Penalty: 6008.498047
	Iteration 170Q: 3 clusters Score -2.343585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -23435844.000000 Penalty: 6008.498047
	Iteration 171Q: 3 clusters Score -2.343584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -23435838.000000 Penalty: 6008.498047
	Iteration 172Q: 3 clusters Score -2.343584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 178441 members 
Entering Unmasked Estep 
Score: -23435826.000000 Penalty: 6008.498047
	Iteration 173Q: 3 clusters Score -2.343583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -23435846.000000 Penalty: 6008.498047
	Iteration 174Q: 3 clusters Score -2.343585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 178472 members 
Entering Unmasked Estep 
Score: -23435852.000000 Penalty: 6008.498047
	Iteration 175Q: 3 clusters Score -2.343585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 178484 members 
Entering Unmasked Estep 
Score: -23435846.000000 Penalty: 6008.498047
	Iteration 176Q: 3 clusters Score -2.343585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 178498 members 
Entering Unmasked Estep 
Score: -23435856.000000 Penalty: 6008.498047
	Iteration 177Q: 3 clusters Score -2.343586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -23435846.000000 Penalty: 6008.498047
	Iteration 178Q: 3 clusters Score -2.343585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -23435824.000000 Penalty: 6008.498047
	Iteration 179Q: 3 clusters Score -2.343582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -23435826.000000 Penalty: 6008.498047
	Iteration 180F: 3 clusters Score -2.343583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 178573 members 
Entering Unmasked Estep 
Score: -23435846.000000 Penalty: 6008.498047
	Iteration 181Q: 3 clusters Score -2.343585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 178597 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6008.498047
	Iteration 182Q: 3 clusters Score -2.343581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -23435776.000000 Penalty: 6008.498047
	Iteration 183Q: 3 clusters Score -2.343578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -23435792.000000 Penalty: 6008.498047
	Iteration 184Q: 3 clusters Score -2.343579e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -23435798.000000 Penalty: 6008.498047
	Iteration 185Q: 3 clusters Score -2.34358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 178726 members 
Entering Unmasked Estep 
Score: -23435784.000000 Penalty: 6008.498047
	Iteration 186Q: 3 clusters Score -2.343578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -23435804.000000 Penalty: 6008.498047
	Iteration 187Q: 3 clusters Score -2.34358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23435778.000000 Penalty: 6008.498047
	Iteration 188Q: 3 clusters Score -2.343578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 178795 members 
Entering Unmasked Estep 
Score: -23435784.000000 Penalty: 6008.498047
	Iteration 189Q: 3 clusters Score -2.343578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 178817 members 
Entering Unmasked Estep 
Score: -23435766.000000 Penalty: 6008.498047
	Iteration 190Q: 3 clusters Score -2.343577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -23435760.000000 Penalty: 6008.498047
	Iteration 191Q: 3 clusters Score -2.343576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23435766.000000 Penalty: 6008.498047
	Iteration 192Q: 3 clusters Score -2.343577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 178861 members 
Entering Unmasked Estep 
Score: -23435744.000000 Penalty: 6008.498047
	Iteration 193Q: 3 clusters Score -2.343574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -23435752.000000 Penalty: 6008.498047
	Iteration 194Q: 3 clusters Score -2.343575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -23435748.000000 Penalty: 6008.498047
	Iteration 195Q: 3 clusters Score -2.343575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 178919 members 
Entering Unmasked Estep 
Score: -23435766.000000 Penalty: 6008.498047
	Iteration 196Q: 3 clusters Score -2.343577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -23435764.000000 Penalty: 6008.498047
	Iteration 197Q: 3 clusters Score -2.343576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -23435752.000000 Penalty: 6008.498047
	Iteration 198Q: 3 clusters Score -2.343575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 178963 members 
Entering Unmasked Estep 
Score: -23435748.000000 Penalty: 6008.498047
	Iteration 199Q: 3 clusters Score -2.343575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -23435748.000000 Penalty: 6008.498047
	Iteration 200F: 3 clusters Score -2.343575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -23435746.000000 Penalty: 6008.498047
	Iteration 201Q: 3 clusters Score -2.343575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -23435746.000000 Penalty: 6008.498047
	Iteration 202Q: 3 clusters Score -2.343575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -23435734.000000 Penalty: 6008.498047
	Iteration 203Q: 3 clusters Score -2.343573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -23435744.000000 Penalty: 6008.498047
	Iteration 204Q: 3 clusters Score -2.343574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 179027 members 
Entering Unmasked Estep 
Score: -23435752.000000 Penalty: 6008.498047
	Iteration 205Q: 3 clusters Score -2.343575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 179039 members 
Entering Unmasked Estep 
Score: -23435732.000000 Penalty: 6008.498047
	Iteration 206Q: 3 clusters Score -2.343573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -23435728.000000 Penalty: 6008.498047
	Iteration 207Q: 3 clusters Score -2.343573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -23435736.000000 Penalty: 6008.498047
	Iteration 208Q: 3 clusters Score -2.343574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 179069 members 
Entering Unmasked Estep 
Score: -23435740.000000 Penalty: 6008.498047
	Iteration 209Q: 3 clusters Score -2.343574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 179094 members 
Entering Unmasked Estep 
Score: -23435738.000000 Penalty: 6008.498047
	Iteration 210Q: 3 clusters Score -2.343574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -23435734.000000 Penalty: 6008.498047
	Iteration 211Q: 3 clusters Score -2.343573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 179138 members 
Entering Unmasked Estep 
Score: -23435758.000000 Penalty: 6008.498047
	Iteration 212Q: 3 clusters Score -2.343576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 179162 members 
Entering Unmasked Estep 
Score: -23435762.000000 Penalty: 6008.498047
	Iteration 213Q: 3 clusters Score -2.343576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -23435772.000000 Penalty: 6008.498047
	Iteration 214Q: 3 clusters Score -2.343577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 179198 members 
Entering Unmasked Estep 
Score: -23435774.000000 Penalty: 6008.498047
	Iteration 215Q: 3 clusters Score -2.343577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -23435752.000000 Penalty: 6008.498047
	Iteration 216Q: 3 clusters Score -2.343575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -23435760.000000 Penalty: 6008.498047
	Iteration 217Q: 3 clusters Score -2.343576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -23435764.000000 Penalty: 6008.498047
	Iteration 218Q: 3 clusters Score -2.343576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -23435752.000000 Penalty: 6008.498047
	Iteration 219Q: 3 clusters Score -2.343575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -23435736.000000 Penalty: 6008.498047
	Iteration 220F: 3 clusters Score -2.343574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 179278 members 
Entering Unmasked Estep 
Score: -23435762.000000 Penalty: 6008.498047
	Iteration 221Q: 3 clusters Score -2.343576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 179297 members 
Entering Unmasked Estep 
Score: -23435750.000000 Penalty: 6008.498047
	Iteration 222Q: 3 clusters Score -2.343575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 179325 members 
Entering Unmasked Estep 
Score: -23435750.000000 Penalty: 6008.498047
	Iteration 223Q: 3 clusters Score -2.343575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 179350 members 
Entering Unmasked Estep 
Score: -23435722.000000 Penalty: 6008.498047
	Iteration 224Q: 3 clusters Score -2.343572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 179383 members 
Entering Unmasked Estep 
Score: -23435740.000000 Penalty: 6008.498047
	Iteration 225Q: 3 clusters Score -2.343574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -23435740.000000 Penalty: 6008.498047
	Iteration 226Q: 3 clusters Score -2.343574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 179423 members 
Entering Unmasked Estep 
Score: -23435734.000000 Penalty: 6008.498047
	Iteration 227Q: 3 clusters Score -2.343573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -23435754.000000 Penalty: 6008.498047
	Iteration 228Q: 3 clusters Score -2.343575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -23435748.000000 Penalty: 6008.498047
	Iteration 229Q: 3 clusters Score -2.343575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -23435720.000000 Penalty: 6008.498047
	Iteration 230Q: 3 clusters Score -2.343572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -23435756.000000 Penalty: 6008.498047
	Iteration 231Q: 3 clusters Score -2.343576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 179519 members 
Entering Unmasked Estep 
Score: -23435768.000000 Penalty: 6008.498047
	Iteration 232Q: 3 clusters Score -2.343577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 179550 members 
Entering Unmasked Estep 
Score: -23435756.000000 Penalty: 6008.498047
	Iteration 233Q: 3 clusters Score -2.343576e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -23435718.000000 Penalty: 6008.498047
	Iteration 234Q: 3 clusters Score -2.343572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 179619 members 
Entering Unmasked Estep 
Score: -23435744.000000 Penalty: 6008.498047
	Iteration 235Q: 3 clusters Score -2.343574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 179642 members 
Entering Unmasked Estep 
Score: -23435734.000000 Penalty: 6008.498047
	Iteration 236Q: 3 clusters Score -2.343573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 179664 members 
Entering Unmasked Estep 
Score: -23435756.000000 Penalty: 6008.498047
	Iteration 237Q: 3 clusters Score -2.343576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -23435754.000000 Penalty: 6008.498047
	Iteration 238Q: 3 clusters Score -2.343575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 179694 members 
Entering Unmasked Estep 
Score: -23435778.000000 Penalty: 6008.498047
	Iteration 239Q: 3 clusters Score -2.343578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 179715 members 
Entering Unmasked Estep 
Score: -23435762.000000 Penalty: 6008.498047
	Iteration 240F: 3 clusters Score -2.343576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 179732 members 
Entering Unmasked Estep 
Score: -23435746.000000 Penalty: 6008.498047
	Iteration 241Q: 3 clusters Score -2.343575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 179753 members 
Entering Unmasked Estep 
Score: -23435736.000000 Penalty: 6008.498047
	Iteration 242Q: 3 clusters Score -2.343574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -23435770.000000 Penalty: 6008.498047
	Iteration 243Q: 3 clusters Score -2.343577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 179783 members 
Entering Unmasked Estep 
Score: -23435742.000000 Penalty: 6008.498047
	Iteration 244Q: 3 clusters Score -2.343574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -23435744.000000 Penalty: 6008.498047
	Iteration 245Q: 3 clusters Score -2.343574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -23435736.000000 Penalty: 6008.498047
	Iteration 246Q: 3 clusters Score -2.343574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -23435728.000000 Penalty: 6008.498047
	Iteration 247Q: 3 clusters Score -2.343573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -23435750.000000 Penalty: 6008.498047
	Iteration 248Q: 3 clusters Score -2.343575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -23435762.000000 Penalty: 6008.498047
	Iteration 249Q: 3 clusters Score -2.343576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -23435740.000000 Penalty: 6008.498047
	Iteration 250Q: 3 clusters Score -2.343574e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -23435734.000000 Penalty: 6008.498047
	Iteration 251Q: 3 clusters Score -2.343573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -23435742.000000 Penalty: 6008.498047
	Iteration 252Q: 3 clusters Score -2.343574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -23435768.000000 Penalty: 6008.498047
	Iteration 253Q: 3 clusters Score -2.343577e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -23435784.000000 Penalty: 6008.498047
	Iteration 254Q: 3 clusters Score -2.343578e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 180163 members 
Entering Unmasked Estep 
Score: -23435786.000000 Penalty: 6008.498047
	Iteration 255Q: 3 clusters Score -2.343579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 180203 members 
Entering Unmasked Estep 
Score: -23435812.000000 Penalty: 6008.498047
	Iteration 256Q: 3 clusters Score -2.343581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 180231 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6008.498047
	Iteration 257Q: 3 clusters Score -2.343582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 180266 members 
Entering Unmasked Estep 
Score: -23435812.000000 Penalty: 6008.498047
	Iteration 258Q: 3 clusters Score -2.343581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 180300 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6008.498047
	Iteration 259Q: 3 clusters Score -2.343582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 180337 members 
Entering Unmasked Estep 
Score: -23435826.000000 Penalty: 6008.498047
	Iteration 260F: 3 clusters Score -2.343583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -23435822.000000 Penalty: 6008.498047
	Iteration 261Q: 3 clusters Score -2.343582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 180394 members 
Entering Unmasked Estep 
Score: -23435844.000000 Penalty: 6008.498047
	Iteration 262Q: 3 clusters Score -2.343584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6008.498047
	Iteration 263Q: 3 clusters Score -2.343582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -23435798.000000 Penalty: 6008.498047
	Iteration 264Q: 3 clusters Score -2.34358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6008.498047
	Iteration 265Q: 3 clusters Score -2.343581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -23435816.000000 Penalty: 6008.498047
	Iteration 266Q: 3 clusters Score -2.343582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6008.498047
	Iteration 267Q: 3 clusters Score -2.343581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -23435810.000000 Penalty: 6008.498047
	Iteration 268Q: 3 clusters Score -2.343581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 180548 members 
Entering Unmasked Estep 
Score: -23435830.000000 Penalty: 6008.498047
	Iteration 269Q: 3 clusters Score -2.343583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 180561 members 
Entering Unmasked Estep 
Score: -23435830.000000 Penalty: 6008.498047
	Iteration 270Q: 3 clusters Score -2.343583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 180581 members 
Entering Unmasked Estep 
Score: -23435830.000000 Penalty: 6008.498047
	Iteration 271Q: 3 clusters Score -2.343583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 180601 members 
Entering Unmasked Estep 
Score: -23435832.000000 Penalty: 6008.498047
	Iteration 272Q: 3 clusters Score -2.343583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 180625 members 
Entering Unmasked Estep 
Score: -23435812.000000 Penalty: 6008.498047
	Iteration 273Q: 3 clusters Score -2.343581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6008.498047
	Iteration 274Q: 3 clusters Score -2.343582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -23435834.000000 Penalty: 6008.498047
	Iteration 275Q: 3 clusters Score -2.343583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 180700 members 
Entering Unmasked Estep 
Score: -23435848.000000 Penalty: 6008.498047
	Iteration 276Q: 3 clusters Score -2.343585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -23435840.000000 Penalty: 6008.498047
	Iteration 277Q: 3 clusters Score -2.343584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 180746 members 
Entering Unmasked Estep 
Score: -23435846.000000 Penalty: 6008.498047
	Iteration 278Q: 3 clusters Score -2.343585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 180772 members 
Entering Unmasked Estep 
Score: -23435866.000000 Penalty: 6008.498047
	Iteration 279Q: 3 clusters Score -2.343587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 180804 members 
Entering Unmasked Estep 
Score: -23435838.000000 Penalty: 6008.498047
	Iteration 280F: 3 clusters Score -2.343584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 180838 members 
Entering Unmasked Estep 
Score: -23435820.000000 Penalty: 6008.498047
	Iteration 281Q: 3 clusters Score -2.343582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -23435826.000000 Penalty: 6008.498047
	Iteration 282Q: 3 clusters Score -2.343583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 180899 members 
Entering Unmasked Estep 
Score: -23435824.000000 Penalty: 6008.498047
	Iteration 283Q: 3 clusters Score -2.343582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -23435816.000000 Penalty: 6008.498047
	Iteration 284Q: 3 clusters Score -2.343582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 180958 members 
Entering Unmasked Estep 
Score: -23435840.000000 Penalty: 6008.498047
	Iteration 285Q: 3 clusters Score -2.343584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -23435854.000000 Penalty: 6008.498047
	Iteration 286Q: 3 clusters Score -2.343585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 181002 members 
Entering Unmasked Estep 
Score: -23435872.000000 Penalty: 6008.498047
	Iteration 287Q: 3 clusters Score -2.343587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -23435902.000000 Penalty: 6008.498047
	Iteration 288Q: 3 clusters Score -2.34359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -23435882.000000 Penalty: 6008.498047
	Iteration 289Q: 3 clusters Score -2.343588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 181076 members 
Entering Unmasked Estep 
Score: -23435888.000000 Penalty: 6008.498047
	Iteration 290Q: 3 clusters Score -2.343589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -23435876.000000 Penalty: 6008.498047
	Iteration 291Q: 3 clusters Score -2.343588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 181105 members 
Entering Unmasked Estep 
Score: -23435876.000000 Penalty: 6008.498047
	Iteration 292Q: 3 clusters Score -2.343588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -23435880.000000 Penalty: 6008.498047
	Iteration 293Q: 3 clusters Score -2.343588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -23435884.000000 Penalty: 6008.498047
	Iteration 294Q: 3 clusters Score -2.343588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 181133 members 
Entering Unmasked Estep 
Score: -23435900.000000 Penalty: 6008.498047
	Iteration 295Q: 3 clusters Score -2.34359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -23435890.000000 Penalty: 6008.498047
	Iteration 296Q: 3 clusters Score -2.343589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 181167 members 
Entering Unmasked Estep 
Score: -23435894.000000 Penalty: 6008.498047
	Iteration 297Q: 3 clusters Score -2.343589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -23435912.000000 Penalty: 6008.498047
	Iteration 298Q: 3 clusters Score -2.343591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 181186 members 
Entering Unmasked Estep 
Score: -23435906.000000 Penalty: 6008.498047
	Iteration 299Q: 3 clusters Score -2.343591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 181203 members 
Entering Unmasked Estep 
Score: -23435874.000000 Penalty: 6008.498047
	Iteration 300F: 3 clusters Score -2.343587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181215 members 
Entering Unmasked Estep 
Score: -23435900.000000 Penalty: 6008.498047
	Iteration 301Q: 3 clusters Score -2.34359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -23435894.000000 Penalty: 6008.498047
	Iteration 302Q: 3 clusters Score -2.343589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 181240 members 
Entering Unmasked Estep 
Score: -23435886.000000 Penalty: 6008.498047
	Iteration 303Q: 3 clusters Score -2.343589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 181250 members 
Entering Unmasked Estep 
Score: -23435898.000000 Penalty: 6008.498047
	Iteration 304Q: 3 clusters Score -2.34359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -23435892.000000 Penalty: 6008.498047
	Iteration 305Q: 3 clusters Score -2.343589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 181276 members 
Entering Unmasked Estep 
Score: -23435894.000000 Penalty: 6008.498047
	Iteration 306Q: 3 clusters Score -2.343589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -23435874.000000 Penalty: 6008.498047
	Iteration 307Q: 3 clusters Score -2.343587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 181288 members 
Entering Unmasked Estep 
Score: -23435864.000000 Penalty: 6008.498047
	Iteration 308Q: 3 clusters Score -2.343586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 181290 members 
Entering Unmasked Estep 
Score: -23435872.000000 Penalty: 6008.498047
	Iteration 309Q: 3 clusters Score -2.343587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -23435884.000000 Penalty: 6008.498047
	Iteration 310Q: 3 clusters Score -2.343588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -23435884.000000 Penalty: 6008.498047
	Iteration 311F: 3 clusters Score -2.343588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34339.523438 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34339.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34613.738281 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34613.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34721.125000 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34721.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34794.722656 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34794.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34833.625000 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34833.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34862.703125 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34898.937500 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34898.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34951.007812 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34951.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34972.191406 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34972.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34994.003906 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34996.656250 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -34996.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34996.656250 Penalty: 2926.349121
	Iteration 11F: 3 clusters Score -34996.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (145073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Entering Unmasked Estep 
Score: -18804402.000000 Penalty: 2947.478271
	Iteration 0F: 2 clusters Score -1.88044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -18707792.000000 Penalty: 5894.956543
	Iteration 0F: 3 clusters Score -1.870779e+07 nChanged 68909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -18747800.000000 Penalty: 5894.956543
	Iteration 1F: 3 clusters Score -1.87478e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -18748678.000000 Penalty: 5894.956543
	Iteration 2Q: 3 clusters Score -1.874868e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -18749764.000000 Penalty: 5894.956543
	Iteration 3Q: 3 clusters Score -1.874976e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -18751296.000000 Penalty: 5894.956543
	Iteration 4Q: 3 clusters Score -1.87513e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -18753738.000000 Penalty: 5894.956543
	Iteration 5Q: 3 clusters Score -1.875374e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -18757826.000000 Penalty: 5894.956543
	Iteration 6Q: 3 clusters Score -1.875783e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -18764200.000000 Penalty: 5894.956543
	Iteration 7F: 3 clusters Score -1.87642e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -18771644.000000 Penalty: 5894.956543
	Iteration 8F: 3 clusters Score -1.877164e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -18778516.000000 Penalty: 5894.956543
	Iteration 9F: 3 clusters Score -1.877852e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -18783636.000000 Penalty: 5894.956543
	Iteration 10Q: 3 clusters Score -1.878364e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -18786726.000000 Penalty: 5894.956543
	Iteration 11Q: 3 clusters Score -1.878673e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119986 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -18788614.000000 Penalty: 5894.956543
	Iteration 12Q: 3 clusters Score -1.878861e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122577 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -18789980.000000 Penalty: 5894.956543
	Iteration 13Q: 3 clusters Score -1.878998e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -18791164.000000 Penalty: 5894.956543
	Iteration 14Q: 3 clusters Score -1.879116e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -18792320.000000 Penalty: 5894.956543
	Iteration 15Q: 3 clusters Score -1.879232e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -18793642.000000 Penalty: 5894.956543
	Iteration 16Q: 3 clusters Score -1.879364e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -18794870.000000 Penalty: 5894.956543
	Iteration 17Q: 3 clusters Score -1.879487e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134367 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -18796114.000000 Penalty: 5894.956543
	Iteration 18Q: 3 clusters Score -1.879611e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -18797206.000000 Penalty: 5894.956543
	Iteration 19Q: 3 clusters Score -1.879721e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138008 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -18798208.000000 Penalty: 5894.956543
	Iteration 20F: 3 clusters Score -1.879821e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -18799004.000000 Penalty: 5894.956543
	Iteration 21Q: 3 clusters Score -1.8799e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -18799720.000000 Penalty: 5894.956543
	Iteration 22Q: 3 clusters Score -1.879972e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -18800318.000000 Penalty: 5894.956543
	Iteration 23Q: 3 clusters Score -1.880032e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18800730.000000 Penalty: 5894.956543
	Iteration 24Q: 3 clusters Score -1.880073e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -18801022.000000 Penalty: 5894.956543
	Iteration 25Q: 3 clusters Score -1.880102e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -18801194.000000 Penalty: 5894.956543
	Iteration 26Q: 3 clusters Score -1.880119e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -18801332.000000 Penalty: 5894.956543
	Iteration 27Q: 3 clusters Score -1.880133e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -18801454.000000 Penalty: 5894.956543
	Iteration 28Q: 3 clusters Score -1.880145e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -18801528.000000 Penalty: 5894.956543
	Iteration 29Q: 3 clusters Score -1.880153e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18801584.000000 Penalty: 5894.956543
	Iteration 30Q: 3 clusters Score -1.880158e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18801604.000000 Penalty: 5894.956543
	Iteration 31Q: 3 clusters Score -1.88016e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18801646.000000 Penalty: 5894.956543
	Iteration 32Q: 3 clusters Score -1.880165e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18801670.000000 Penalty: 5894.956543
	Iteration 33Q: 3 clusters Score -1.880167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18801732.000000 Penalty: 5894.956543
	Iteration 34Q: 3 clusters Score -1.880173e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18801760.000000 Penalty: 5894.956543
	Iteration 35Q: 3 clusters Score -1.880176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18801818.000000 Penalty: 5894.956543
	Iteration 36Q: 3 clusters Score -1.880182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -18801834.000000 Penalty: 5894.956543
	Iteration 37Q: 3 clusters Score -1.880183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144179 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18801868.000000 Penalty: 5894.956543
	Iteration 38Q: 3 clusters Score -1.880187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18801860.000000 Penalty: 5894.956543
	Iteration 39Q: 3 clusters Score -1.880186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18801888.000000 Penalty: 5894.956543
	Iteration 40F: 3 clusters Score -1.880189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -18801904.000000 Penalty: 5894.956543
	Iteration 41Q: 3 clusters Score -1.88019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -18801918.000000 Penalty: 5894.956543
	Iteration 42Q: 3 clusters Score -1.880192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144238 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18801918.000000 Penalty: 5894.956543
	Iteration 43Q: 3 clusters Score -1.880192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -18801908.000000 Penalty: 5894.956543
	Iteration 44Q: 3 clusters Score -1.880191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -18801906.000000 Penalty: 5894.956543
	Iteration 45Q: 3 clusters Score -1.880191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -18801906.000000 Penalty: 5894.956543
	Iteration 46Q: 3 clusters Score -1.880191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18801918.000000 Penalty: 5894.956543
	Iteration 47Q: 3 clusters Score -1.880192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18801928.000000 Penalty: 5894.956543
	Iteration 48Q: 3 clusters Score -1.880193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -18801912.000000 Penalty: 5894.956543
	Iteration 49Q: 3 clusters Score -1.880191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -18801912.000000 Penalty: 5894.956543
	Iteration 50F: 3 clusters Score -1.880191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (205497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205497 members 
Entering Unmasked Estep 
Score: -26594532.000000 Penalty: 3033.830322
	Iteration 0F: 2 clusters Score -2.659453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
Score: -26465664.000000 Penalty: 6067.660645
	Iteration 0F: 3 clusters Score -2.646566e+07 nChanged 98860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -26524340.000000 Penalty: 6067.660645
	Iteration 1F: 3 clusters Score -2.652434e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 99571 members 
Entering Unmasked Estep 
Score: -26526082.000000 Penalty: 6067.660645
	Iteration 2Q: 3 clusters Score -2.652608e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -26528458.000000 Penalty: 6067.660645
	Iteration 3Q: 3 clusters Score -2.652846e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -26531990.000000 Penalty: 6067.660645
	Iteration 4Q: 3 clusters Score -2.653199e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -26537790.000000 Penalty: 6067.660645
	Iteration 5Q: 3 clusters Score -2.653779e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -26546736.000000 Penalty: 6067.660645
	Iteration 6F: 3 clusters Score -2.654674e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122688 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -26558880.000000 Penalty: 6067.660645
	Iteration 7F: 3 clusters Score -2.655888e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -26570274.000000 Penalty: 6067.660645
	Iteration 8F: 3 clusters Score -2.657027e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -26575840.000000 Penalty: 6067.660645
	Iteration 9F: 3 clusters Score -2.657584e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -26578132.000000 Penalty: 6067.660645
	Iteration 10Q: 3 clusters Score -2.657813e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -26579968.000000 Penalty: 6067.660645
	Iteration 11Q: 3 clusters Score -2.657997e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -26581838.000000 Penalty: 6067.660645
	Iteration 12Q: 3 clusters Score -2.658184e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133276 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -26583342.000000 Penalty: 6067.660645
	Iteration 13Q: 3 clusters Score -2.658334e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134889 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -26584842.000000 Penalty: 6067.660645
	Iteration 14Q: 3 clusters Score -2.658484e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136619 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -26586366.000000 Penalty: 6067.660645
	Iteration 15Q: 3 clusters Score -2.658637e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -26587374.000000 Penalty: 6067.660645
	Iteration 16Q: 3 clusters Score -2.658737e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -26588270.000000 Penalty: 6067.660645
	Iteration 17Q: 3 clusters Score -2.658827e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -26588968.000000 Penalty: 6067.660645
	Iteration 18Q: 3 clusters Score -2.658897e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142762 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -26589674.000000 Penalty: 6067.660645
	Iteration 19Q: 3 clusters Score -2.658967e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -26590158.000000 Penalty: 6067.660645
	Iteration 20F: 3 clusters Score -2.659016e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145639 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -26590416.000000 Penalty: 6067.660645
	Iteration 21Q: 3 clusters Score -2.659042e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -26590644.000000 Penalty: 6067.660645
	Iteration 22Q: 3 clusters Score -2.659064e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -26590864.000000 Penalty: 6067.660645
	Iteration 23Q: 3 clusters Score -2.659086e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -26591126.000000 Penalty: 6067.660645
	Iteration 24Q: 3 clusters Score -2.659113e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -26591500.000000 Penalty: 6067.660645
	Iteration 25Q: 3 clusters Score -2.65915e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -26591680.000000 Penalty: 6067.660645
	Iteration 26Q: 3 clusters Score -2.659168e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -26591918.000000 Penalty: 6067.660645
	Iteration 27Q: 3 clusters Score -2.659192e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -26592062.000000 Penalty: 6067.660645
	Iteration 28Q: 3 clusters Score -2.659206e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -26592334.000000 Penalty: 6067.660645
	Iteration 29Q: 3 clusters Score -2.659233e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -26592494.000000 Penalty: 6067.660645
	Iteration 30Q: 3 clusters Score -2.659249e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -26592696.000000 Penalty: 6067.660645
	Iteration 31Q: 3 clusters Score -2.65927e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -26593052.000000 Penalty: 6067.660645
	Iteration 32Q: 3 clusters Score -2.659305e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -26593296.000000 Penalty: 6067.660645
	Iteration 33Q: 3 clusters Score -2.65933e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163133 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -26593374.000000 Penalty: 6067.660645
	Iteration 34Q: 3 clusters Score -2.659337e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -26593618.000000 Penalty: 6067.660645
	Iteration 35Q: 3 clusters Score -2.659362e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -26593772.000000 Penalty: 6067.660645
	Iteration 36Q: 3 clusters Score -2.659377e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -26594014.000000 Penalty: 6067.660645
	Iteration 37Q: 3 clusters Score -2.659401e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -26594240.000000 Penalty: 6067.660645
	Iteration 38Q: 3 clusters Score -2.659424e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -26594228.000000 Penalty: 6067.660645
	Iteration 39Q: 3 clusters Score -2.659423e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -26594462.000000 Penalty: 6067.660645
	Iteration 40F: 3 clusters Score -2.659446e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -26594586.000000 Penalty: 6067.660645
	Iteration 41Q: 3 clusters Score -2.659459e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174147 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -26594666.000000 Penalty: 6067.660645
	Iteration 42Q: 3 clusters Score -2.659467e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175259 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -26594678.000000 Penalty: 6067.660645
	Iteration 43Q: 3 clusters Score -2.659468e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -26594770.000000 Penalty: 6067.660645
	Iteration 44Q: 3 clusters Score -2.659477e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -26594744.000000 Penalty: 6067.660645
	Iteration 45Q: 3 clusters Score -2.659474e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -26594688.000000 Penalty: 6067.660645
	Iteration 46Q: 3 clusters Score -2.659469e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -26594662.000000 Penalty: 6067.660645
	Iteration 47Q: 3 clusters Score -2.659466e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180132 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -26594598.000000 Penalty: 6067.660645
	Iteration 48Q: 3 clusters Score -2.65946e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -26594594.000000 Penalty: 6067.660645
	Iteration 49Q: 3 clusters Score -2.659459e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -26594620.000000 Penalty: 6067.660645
	Iteration 50Q: 3 clusters Score -2.659462e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182420 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -26594600.000000 Penalty: 6067.660645
	Iteration 51Q: 3 clusters Score -2.65946e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -26594682.000000 Penalty: 6067.660645
	Iteration 52Q: 3 clusters Score -2.659468e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183706 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -26594628.000000 Penalty: 6067.660645
	Iteration 53Q: 3 clusters Score -2.659463e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184334 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -26594612.000000 Penalty: 6067.660645
	Iteration 54Q: 3 clusters Score -2.659461e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -26594600.000000 Penalty: 6067.660645
	Iteration 55Q: 3 clusters Score -2.65946e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185495 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -26594524.000000 Penalty: 6067.660645
	Iteration 56Q: 3 clusters Score -2.659452e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186003 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -26594550.000000 Penalty: 6067.660645
	Iteration 57Q: 3 clusters Score -2.659455e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186446 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -26594524.000000 Penalty: 6067.660645
	Iteration 58Q: 3 clusters Score -2.659452e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -26594484.000000 Penalty: 6067.660645
	Iteration 59Q: 3 clusters Score -2.659448e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187257 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -26594472.000000 Penalty: 6067.660645
	Iteration 60F: 3 clusters Score -2.659447e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187618 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -26594438.000000 Penalty: 6067.660645
	Iteration 61Q: 3 clusters Score -2.659444e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187960 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -26594398.000000 Penalty: 6067.660645
	Iteration 62Q: 3 clusters Score -2.65944e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188271 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -26594394.000000 Penalty: 6067.660645
	Iteration 63Q: 3 clusters Score -2.659439e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188553 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -26594390.000000 Penalty: 6067.660645
	Iteration 64Q: 3 clusters Score -2.659439e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188852 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -26594372.000000 Penalty: 6067.660645
	Iteration 65Q: 3 clusters Score -2.659437e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189149 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -26594374.000000 Penalty: 6067.660645
	Iteration 66Q: 3 clusters Score -2.659437e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189483 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -26594336.000000 Penalty: 6067.660645
	Iteration 67Q: 3 clusters Score -2.659434e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189829 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -26594342.000000 Penalty: 6067.660645
	Iteration 68Q: 3 clusters Score -2.659434e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190131 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -26594312.000000 Penalty: 6067.660645
	Iteration 69Q: 3 clusters Score -2.659431e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -26594326.000000 Penalty: 6067.660645
	Iteration 70Q: 3 clusters Score -2.659433e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -26594326.000000 Penalty: 6067.660645
	Iteration 71Q: 3 clusters Score -2.659433e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190934 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -26594328.000000 Penalty: 6067.660645
	Iteration 72Q: 3 clusters Score -2.659433e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191181 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -26594284.000000 Penalty: 6067.660645
	Iteration 73Q: 3 clusters Score -2.659428e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191448 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -26594276.000000 Penalty: 6067.660645
	Iteration 74Q: 3 clusters Score -2.659428e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191671 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -26594306.000000 Penalty: 6067.660645
	Iteration 75Q: 3 clusters Score -2.659431e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -26594324.000000 Penalty: 6067.660645
	Iteration 76Q: 3 clusters Score -2.659432e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192097 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -26594356.000000 Penalty: 6067.660645
	Iteration 77Q: 3 clusters Score -2.659436e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192302 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -26594340.000000 Penalty: 6067.660645
	Iteration 78Q: 3 clusters Score -2.659434e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192476 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -26594384.000000 Penalty: 6067.660645
	Iteration 79Q: 3 clusters Score -2.659438e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192669 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -26594412.000000 Penalty: 6067.660645
	Iteration 80F: 3 clusters Score -2.659441e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -26594418.000000 Penalty: 6067.660645
	Iteration 81Q: 3 clusters Score -2.659442e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193020 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -26594420.000000 Penalty: 6067.660645
	Iteration 82Q: 3 clusters Score -2.659442e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193204 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -26594450.000000 Penalty: 6067.660645
	Iteration 83Q: 3 clusters Score -2.659445e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -26594450.000000 Penalty: 6067.660645
	Iteration 84Q: 3 clusters Score -2.659445e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193547 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.659444e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193717 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -26594416.000000 Penalty: 6067.660645
	Iteration 86Q: 3 clusters Score -2.659442e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193868 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -26594360.000000 Penalty: 6067.660645
	Iteration 87Q: 3 clusters Score -2.659436e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -26594332.000000 Penalty: 6067.660645
	Iteration 88Q: 3 clusters Score -2.659433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194173 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -26594300.000000 Penalty: 6067.660645
	Iteration 89Q: 3 clusters Score -2.65943e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194307 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -26594290.000000 Penalty: 6067.660645
	Iteration 90Q: 3 clusters Score -2.659429e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194440 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -26594272.000000 Penalty: 6067.660645
	Iteration 91Q: 3 clusters Score -2.659427e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194577 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -26594240.000000 Penalty: 6067.660645
	Iteration 92Q: 3 clusters Score -2.659424e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194709 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -26594204.000000 Penalty: 6067.660645
	Iteration 93Q: 3 clusters Score -2.65942e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194854 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -26594238.000000 Penalty: 6067.660645
	Iteration 94Q: 3 clusters Score -2.659424e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -26594242.000000 Penalty: 6067.660645
	Iteration 95Q: 3 clusters Score -2.659424e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -26594196.000000 Penalty: 6067.660645
	Iteration 96Q: 3 clusters Score -2.65942e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -26594168.000000 Penalty: 6067.660645
	Iteration 97Q: 3 clusters Score -2.659417e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195428 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -26594172.000000 Penalty: 6067.660645
	Iteration 98Q: 3 clusters Score -2.659417e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195578 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -26594168.000000 Penalty: 6067.660645
	Iteration 99Q: 3 clusters Score -2.659417e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195725 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -26594122.000000 Penalty: 6067.660645
	Iteration 100F: 3 clusters Score -2.659412e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -26594126.000000 Penalty: 6067.660645
	Iteration 101Q: 3 clusters Score -2.659413e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195954 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -26594128.000000 Penalty: 6067.660645
	Iteration 102Q: 3 clusters Score -2.659413e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196046 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -26594130.000000 Penalty: 6067.660645
	Iteration 103Q: 3 clusters Score -2.659413e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196145 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -26594148.000000 Penalty: 6067.660645
	Iteration 104Q: 3 clusters Score -2.659415e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196232 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -26594134.000000 Penalty: 6067.660645
	Iteration 105Q: 3 clusters Score -2.659413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196316 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -26594122.000000 Penalty: 6067.660645
	Iteration 106Q: 3 clusters Score -2.659412e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -26594088.000000 Penalty: 6067.660645
	Iteration 107Q: 3 clusters Score -2.659409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196468 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -26594070.000000 Penalty: 6067.660645
	Iteration 108Q: 3 clusters Score -2.659407e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196535 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -26594092.000000 Penalty: 6067.660645
	Iteration 109Q: 3 clusters Score -2.659409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196598 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -26594022.000000 Penalty: 6067.660645
	Iteration 110Q: 3 clusters Score -2.659402e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196659 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -26594022.000000 Penalty: 6067.660645
	Iteration 111Q: 3 clusters Score -2.659402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196719 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -26594016.000000 Penalty: 6067.660645
	Iteration 112Q: 3 clusters Score -2.659402e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196778 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -26594034.000000 Penalty: 6067.660645
	Iteration 113Q: 3 clusters Score -2.659403e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196835 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.659402e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196898 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.659403e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196969 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -26594038.000000 Penalty: 6067.660645
	Iteration 116Q: 3 clusters Score -2.659404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -26594020.000000 Penalty: 6067.660645
	Iteration 117Q: 3 clusters Score -2.659402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197109 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.6594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197173 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.6594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197229 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -26594012.000000 Penalty: 6067.660645
	Iteration 120F: 3 clusters Score -2.659401e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197279 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -26594018.000000 Penalty: 6067.660645
	Iteration 121Q: 3 clusters Score -2.659402e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.659401e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197365 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -26594006.000000 Penalty: 6067.660645
	Iteration 123Q: 3 clusters Score -2.659401e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197396 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.659401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197430 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.659402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197473 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.659399e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197523 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.659397e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197570 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.659396e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197621 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.659394e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.659395e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.659398e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197774 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.659396e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197815 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.659396e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197847 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.659397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197883 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.659397e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197934 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.659397e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197968 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.659396e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198000 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.659396e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198029 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.659396e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.659397e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198064 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.659398e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198079 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.659398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198092 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.659398e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198106 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.659397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198122 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.659399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198135 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.659397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198144 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.659398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198155 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -26593988.000000 Penalty: 6067.660645
	Iteration 148Q: 3 clusters Score -2.659399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198165 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.659398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198171 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.659397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -26593982.000000 Penalty: 6067.660645
	Iteration 151Q: 3 clusters Score -2.659398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198186 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -26594006.000000 Penalty: 6067.660645
	Iteration 152Q: 3 clusters Score -2.659401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198191 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -26593994.000000 Penalty: 6067.660645
	Iteration 153Q: 3 clusters Score -2.659399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198199 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -26593990.000000 Penalty: 6067.660645
	Iteration 154Q: 3 clusters Score -2.659399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198207 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -26593980.000000 Penalty: 6067.660645
	Iteration 155Q: 3 clusters Score -2.659398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198214 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -26594000.000000 Penalty: 6067.660645
	Iteration 156Q: 3 clusters Score -2.6594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198218 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -26594002.000000 Penalty: 6067.660645
	Iteration 157Q: 3 clusters Score -2.6594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198222 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -26593994.000000 Penalty: 6067.660645
	Iteration 158Q: 3 clusters Score -2.659399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -26593988.000000 Penalty: 6067.660645
	Iteration 159Q: 3 clusters Score -2.659399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198225 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -26593990.000000 Penalty: 6067.660645
	Iteration 160F: 3 clusters Score -2.659399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -687591.687500 Penalty: 2134.181396
	Iteration 0F: 2 clusters Score -687591.7 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 2687 members 
Entering Unmasked Estep 
Score: -682813.500000 Penalty: 4268.362793
	Iteration 0F: 3 clusters Score -682813.5 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -684015.562500 Penalty: 4268.362793
	Iteration 1F: 3 clusters Score -684015.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -684236.812500 Penalty: 4268.362793
	Iteration 2F: 3 clusters Score -684236.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -684403.562500 Penalty: 4268.362793
	Iteration 3F: 3 clusters Score -684403.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -684515.187500 Penalty: 4268.362793
	Iteration 4Q: 3 clusters Score -684515.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -684606.875000 Penalty: 4268.362793
	Iteration 5Q: 3 clusters Score -684606.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -684691.312500 Penalty: 4268.362793
	Iteration 6Q: 3 clusters Score -684691.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -684768.750000 Penalty: 4268.362793
	Iteration 7Q: 3 clusters Score -684768.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -684832.937500 Penalty: 4268.362793
	Iteration 8Q: 3 clusters Score -684832.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -684886.750000 Penalty: 4268.362793
	Iteration 9Q: 3 clusters Score -684886.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -684931.937500 Penalty: 4268.362793
	Iteration 10Q: 3 clusters Score -684931.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -684976.812500 Penalty: 4268.362793
	Iteration 11Q: 3 clusters Score -684976.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -685017.000000 Penalty: 4268.362793
	Iteration 12Q: 3 clusters Score -685017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -685050.750000 Penalty: 4268.362793
	Iteration 13Q: 3 clusters Score -685050.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -685082.937500 Penalty: 4268.362793
	Iteration 14Q: 3 clusters Score -685082.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -685117.625000 Penalty: 4268.362793
	Iteration 15Q: 3 clusters Score -685117.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -685152.187500 Penalty: 4268.362793
	Iteration 16Q: 3 clusters Score -685152.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -685187.375000 Penalty: 4268.362793
	Iteration 17Q: 3 clusters Score -685187.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -685217.250000 Penalty: 4268.362793
	Iteration 18Q: 3 clusters Score -685217.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -685245.625000 Penalty: 4268.362793
	Iteration 19Q: 3 clusters Score -685245.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -685268.750000 Penalty: 4268.362793
	Iteration 20F: 3 clusters Score -685268.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -685288.875000 Penalty: 4268.362793
	Iteration 21Q: 3 clusters Score -685288.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -685306.437500 Penalty: 4268.362793
	Iteration 22Q: 3 clusters Score -685306.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -685324.500000 Penalty: 4268.362793
	Iteration 23Q: 3 clusters Score -685324.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -685342.062500 Penalty: 4268.362793
	Iteration 24Q: 3 clusters Score -685342.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -685361.437500 Penalty: 4268.362793
	Iteration 25Q: 3 clusters Score -685361.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -685384.562500 Penalty: 4268.362793
	Iteration 26Q: 3 clusters Score -685384.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -685414.812500 Penalty: 4268.362793
	Iteration 27Q: 3 clusters Score -685414.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -685440.937500 Penalty: 4268.362793
	Iteration 28Q: 3 clusters Score -685440.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -685468.187500 Penalty: 4268.362793
	Iteration 29Q: 3 clusters Score -685468.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -685495.937500 Penalty: 4268.362793
	Iteration 30Q: 3 clusters Score -685495.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -685519.937500 Penalty: 4268.362793
	Iteration 31Q: 3 clusters Score -685519.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -685544.375000 Penalty: 4268.362793
	Iteration 32Q: 3 clusters Score -685544.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -685562.937500 Penalty: 4268.362793
	Iteration 33Q: 3 clusters Score -685562.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -685574.937500 Penalty: 4268.362793
	Iteration 34Q: 3 clusters Score -685574.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -685587.000000 Penalty: 4268.362793
	Iteration 35Q: 3 clusters Score -685587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -685603.437500 Penalty: 4268.362793
	Iteration 36Q: 3 clusters Score -685603.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -685619.312500 Penalty: 4268.362793
	Iteration 37Q: 3 clusters Score -685619.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -685636.125000 Penalty: 4268.362793
	Iteration 38Q: 3 clusters Score -685636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -685647.062500 Penalty: 4268.362793
	Iteration 39Q: 3 clusters Score -685647.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -685658.500000 Penalty: 4268.362793
	Iteration 40F: 3 clusters Score -685658.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -685669.000000 Penalty: 4268.362793
	Iteration 41Q: 3 clusters Score -685669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -685677.437500 Penalty: 4268.362793
	Iteration 42Q: 3 clusters Score -685677.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -685687.750000 Penalty: 4268.362793
	Iteration 43Q: 3 clusters Score -685687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -685698.625000 Penalty: 4268.362793
	Iteration 44Q: 3 clusters Score -685698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -685709.437500 Penalty: 4268.362793
	Iteration 45Q: 3 clusters Score -685709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -685724.187500 Penalty: 4268.362793
	Iteration 46Q: 3 clusters Score -685724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -685732.750000 Penalty: 4268.362793
	Iteration 47Q: 3 clusters Score -685732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -685737.312500 Penalty: 4268.362793
	Iteration 48Q: 3 clusters Score -685737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -685741.062500 Penalty: 4268.362793
	Iteration 49Q: 3 clusters Score -685741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -685744.187500 Penalty: 4268.362793
	Iteration 50Q: 3 clusters Score -685744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -685746.812500 Penalty: 4268.362793
	Iteration 51Q: 3 clusters Score -685746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -685749.000000 Penalty: 4268.362793
	Iteration 52Q: 3 clusters Score -685749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -685750.687500 Penalty: 4268.362793
	Iteration 53Q: 3 clusters Score -685750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -685751.875000 Penalty: 4268.362793
	Iteration 54Q: 3 clusters Score -685751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -685753.000000 Penalty: 4268.362793
	Iteration 55Q: 3 clusters Score -685753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -685754.437500 Penalty: 4268.362793
	Iteration 56Q: 3 clusters Score -685754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -685755.062500 Penalty: 4268.362793
	Iteration 57Q: 3 clusters Score -685755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -685756.250000 Penalty: 4268.362793
	Iteration 58Q: 3 clusters Score -685756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -685757.875000 Penalty: 4268.362793
	Iteration 59Q: 3 clusters Score -685757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -685761.875000 Penalty: 4268.362793
	Iteration 60F: 3 clusters Score -685761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -685766.437500 Penalty: 4268.362793
	Iteration 61Q: 3 clusters Score -685766.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -685772.062500 Penalty: 4268.362793
	Iteration 62Q: 3 clusters Score -685772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -685775.875000 Penalty: 4268.362793
	Iteration 63Q: 3 clusters Score -685775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -685781.687500 Penalty: 4268.362793
	Iteration 64Q: 3 clusters Score -685781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -685784.812500 Penalty: 4268.362793
	Iteration 65Q: 3 clusters Score -685784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -685788.250000 Penalty: 4268.362793
	Iteration 66Q: 3 clusters Score -685788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -685790.625000 Penalty: 4268.362793
	Iteration 67Q: 3 clusters Score -685790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -685791.750000 Penalty: 4268.362793
	Iteration 68Q: 3 clusters Score -685791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -685791.750000 Penalty: 4268.362793
	Iteration 69F: 3 clusters Score -685791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Entering Unmasked Estep 
Score: -3682164.500000 Penalty: 2541.723389
	Iteration 0F: 2 clusters Score -3682164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3662631.000000 Penalty: 5083.446777
	Iteration 0F: 3 clusters Score -3662631 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3669624.250000 Penalty: 5083.446777
	Iteration 1F: 3 clusters Score -3669624 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3670063.500000 Penalty: 5083.446777
	Iteration 2Q: 3 clusters Score -3670064 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3670412.500000 Penalty: 5083.446777
	Iteration 3Q: 3 clusters Score -3670412 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3670756.000000 Penalty: 5083.446777
	Iteration 4Q: 3 clusters Score -3670756 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3671129.500000 Penalty: 5083.446777
	Iteration 5Q: 3 clusters Score -3671130 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3671486.000000 Penalty: 5083.446777
	Iteration 6Q: 3 clusters Score -3671486 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3671856.750000 Penalty: 5083.446777
	Iteration 7Q: 3 clusters Score -3671857 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3672305.750000 Penalty: 5083.446777
	Iteration 8Q: 3 clusters Score -3672306 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3672793.750000 Penalty: 5083.446777
	Iteration 9Q: 3 clusters Score -3672794 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3673407.500000 Penalty: 5083.446777
	Iteration 10Q: 3 clusters Score -3673408 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3674061.250000 Penalty: 5083.446777
	Iteration 11Q: 3 clusters Score -3674061 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3674729.250000 Penalty: 5083.446777
	Iteration 12Q: 3 clusters Score -3674729 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3675277.250000 Penalty: 5083.446777
	Iteration 13Q: 3 clusters Score -3675277 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3675769.000000 Penalty: 5083.446777
	Iteration 14Q: 3 clusters Score -3675769 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3676143.000000 Penalty: 5083.446777
	Iteration 15Q: 3 clusters Score -3676143 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3676395.000000 Penalty: 5083.446777
	Iteration 16Q: 3 clusters Score -3676395 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3676610.750000 Penalty: 5083.446777
	Iteration 17Q: 3 clusters Score -3676611 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3676837.750000 Penalty: 5083.446777
	Iteration 18Q: 3 clusters Score -3676838 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3677075.500000 Penalty: 5083.446777
	Iteration 19Q: 3 clusters Score -3677076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3677387.750000 Penalty: 5083.446777
	Iteration 20F: 3 clusters Score -3677388 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3677871.750000 Penalty: 5083.446777
	Iteration 21Q: 3 clusters Score -3677872 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3678376.250000 Penalty: 5083.446777
	Iteration 22Q: 3 clusters Score -3678376 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3678831.250000 Penalty: 5083.446777
	Iteration 23Q: 3 clusters Score -3678831 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3679133.250000 Penalty: 5083.446777
	Iteration 24Q: 3 clusters Score -3679133 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3679286.750000 Penalty: 5083.446777
	Iteration 25Q: 3 clusters Score -3679287 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3679372.250000 Penalty: 5083.446777
	Iteration 26Q: 3 clusters Score -3679372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3679430.750000 Penalty: 5083.446777
	Iteration 27Q: 3 clusters Score -3679431 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3679490.500000 Penalty: 5083.446777
	Iteration 28Q: 3 clusters Score -3679490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3679516.750000 Penalty: 5083.446777
	Iteration 29Q: 3 clusters Score -3679517 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3679554.000000 Penalty: 5083.446777
	Iteration 30Q: 3 clusters Score -3679554 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3679589.500000 Penalty: 5083.446777
	Iteration 31Q: 3 clusters Score -3679590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3679616.250000 Penalty: 5083.446777
	Iteration 32Q: 3 clusters Score -3679616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3679624.500000 Penalty: 5083.446777
	Iteration 33Q: 3 clusters Score -3679624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3679642.750000 Penalty: 5083.446777
	Iteration 34Q: 3 clusters Score -3679643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3679646.000000 Penalty: 5083.446777
	Iteration 35Q: 3 clusters Score -3679646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3679651.250000 Penalty: 5083.446777
	Iteration 36Q: 3 clusters Score -3679651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3679673.500000 Penalty: 5083.446777
	Iteration 37Q: 3 clusters Score -3679674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3679681.000000 Penalty: 5083.446777
	Iteration 38Q: 3 clusters Score -3679681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3679680.250000 Penalty: 5083.446777
	Iteration 39Q: 3 clusters Score -3679680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3679697.250000 Penalty: 5083.446777
	Iteration 40F: 3 clusters Score -3679697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3679701.000000 Penalty: 5083.446777
	Iteration 41Q: 3 clusters Score -3679701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3679710.000000 Penalty: 5083.446777
	Iteration 42Q: 3 clusters Score -3679710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3679709.250000 Penalty: 5083.446777
	Iteration 43Q: 3 clusters Score -3679709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3679716.250000 Penalty: 5083.446777
	Iteration 44Q: 3 clusters Score -3679716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3679722.000000 Penalty: 5083.446777
	Iteration 45Q: 3 clusters Score -3679722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3679721.500000 Penalty: 5083.446777
	Iteration 46Q: 3 clusters Score -3679722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3679717.750000 Penalty: 5083.446777
	Iteration 47Q: 3 clusters Score -3679718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3679723.000000 Penalty: 5083.446777
	Iteration 48Q: 3 clusters Score -3679723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3679721.500000 Penalty: 5083.446777
	Iteration 49Q: 3 clusters Score -3679722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3679719.500000 Penalty: 5083.446777
	Iteration 50Q: 3 clusters Score -3679720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3679719.250000 Penalty: 5083.446777
	Iteration 51Q: 3 clusters Score -3679719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3679723.500000 Penalty: 5083.446777
	Iteration 52Q: 3 clusters Score -3679724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3679721.500000 Penalty: 5083.446777
	Iteration 53Q: 3 clusters Score -3679722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3679719.500000 Penalty: 5083.446777
	Iteration 54Q: 3 clusters Score -3679720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3679723.500000 Penalty: 5083.446777
	Iteration 55Q: 3 clusters Score -3679724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3679731.750000 Penalty: 5083.446777
	Iteration 56Q: 3 clusters Score -3679732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3679727.750000 Penalty: 5083.446777
	Iteration 57Q: 3 clusters Score -3679728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3679729.250000 Penalty: 5083.446777
	Iteration 58Q: 3 clusters Score -3679729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3679724.500000 Penalty: 5083.446777
	Iteration 59Q: 3 clusters Score -3679724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3679726.000000 Penalty: 5083.446777
	Iteration 60F: 3 clusters Score -3679726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3679728.750000 Penalty: 5083.446777
	Iteration 61Q: 3 clusters Score -3679729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3679734.000000 Penalty: 5083.446777
	Iteration 62Q: 3 clusters Score -3679734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3679734.750000 Penalty: 5083.446777
	Iteration 63Q: 3 clusters Score -3679735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3679732.750000 Penalty: 5083.446777
	Iteration 64Q: 3 clusters Score -3679733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3679735.500000 Penalty: 5083.446777
	Iteration 65Q: 3 clusters Score -3679736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3679729.000000 Penalty: 5083.446777
	Iteration 66Q: 3 clusters Score -3679729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3679734.000000 Penalty: 5083.446777
	Iteration 67Q: 3 clusters Score -3679734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3679727.000000 Penalty: 5083.446777
	Iteration 68Q: 3 clusters Score -3679727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3679725.750000 Penalty: 5083.446777
	Iteration 69Q: 3 clusters Score -3679726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3679729.000000 Penalty: 5083.446777
	Iteration 70Q: 3 clusters Score -3679729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3679728.000000 Penalty: 5083.446777
	Iteration 71Q: 3 clusters Score -3679728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3679733.750000 Penalty: 5083.446777
	Iteration 72Q: 3 clusters Score -3679734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3679732.500000 Penalty: 5083.446777
	Iteration 73Q: 3 clusters Score -3679732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3679733.000000 Penalty: 5083.446777
	Iteration 74Q: 3 clusters Score -3679733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3679735.250000 Penalty: 5083.446777
	Iteration 75Q: 3 clusters Score -3679735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3679737.000000 Penalty: 5083.446777
	Iteration 76Q: 3 clusters Score -3679737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3679733.750000 Penalty: 5083.446777
	Iteration 77Q: 3 clusters Score -3679734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3679733.750000 Penalty: 5083.446777
	Iteration 78F: 3 clusters Score -3679734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -361273.343750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -361273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -358014.562500 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -358014.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358822.250000 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -358822.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -359119.500000 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -359119.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -359296.156250 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -359296.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -359472.218750 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -359472.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -359584.875000 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -359584.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -359696.906250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -359696.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -359786.375000 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -359786.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -359880.218750 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -359880.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -359974.687500 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -359974.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -360040.093750 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -360040.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -360090.281250 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -360090.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -360129.000000 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -360129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360165.906250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -360165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -360201.218750 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -360201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -360239.500000 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -360239.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -360272.968750 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -360273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -360294.625000 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -360294.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -360316.781250 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -360316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -360326.593750 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -360326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -360332.000000 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -360332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -360340.156250 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -360340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -360342.812500 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -360342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -360348.500000 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -360348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -360349.593750 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -360349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360352.375000 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -360352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -360352.718750 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -360352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -360355.875000 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -360355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -360361.312500 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -360361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -360366.343750 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -360366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -360367.875000 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -360367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -360368.562500 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -360368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -360369.156250 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -360369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -360371.375000 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -360371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -360374.906250 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -360374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -360377.468750 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -360377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -360379.656250 Penalty: 3971.984375
	Iteration 36Q: 3 clusters Score -360379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -360381.750000 Penalty: 3971.984375
	Iteration 37Q: 3 clusters Score -360381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -360385.656250 Penalty: 3971.984375
	Iteration 38Q: 3 clusters Score -360385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -360390.437500 Penalty: 3971.984375
	Iteration 39Q: 3 clusters Score -360390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -360393.906250 Penalty: 3971.984375
	Iteration 40F: 3 clusters Score -360393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -360395.062500 Penalty: 3971.984375
	Iteration 41Q: 3 clusters Score -360395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -360395.062500 Penalty: 3971.984375
	Iteration 42F: 3 clusters Score -360395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107644.632812 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107644.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108189.265625 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108189.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108429.789062 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108429.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108549.078125 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108549.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108629.523438 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -108629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108671.562500 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -108671.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108697.984375 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -108698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108718.054688 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -108718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108738.953125 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -108739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108770.304688 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -108770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108799.640625 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -108799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108819.585938 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -108819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108855.937500 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -108855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108875.851562 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -108875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108901.171875 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -108901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108936.007812 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -108936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108965.218750 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -108965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109010.906250 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -109010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109037.703125 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -109037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109058.218750 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -109058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109083.718750 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -109083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109121.726562 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -109121.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109172.007812 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -109172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109205.554688 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -109205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109225.226562 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -109225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109254.039062 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -109254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109264.421875 Penalty: 3460.268555
	Iteration 26Q: 3 clusters Score -109264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109270.023438 Penalty: 3460.268555
	Iteration 27Q: 3 clusters Score -109270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109274.648438 Penalty: 3460.268555
	Iteration 28Q: 3 clusters Score -109274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109278.789062 Penalty: 3460.268555
	Iteration 29Q: 3 clusters Score -109278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109283.812500 Penalty: 3460.268555
	Iteration 30Q: 3 clusters Score -109283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109289.859375 Penalty: 3460.268555
	Iteration 31Q: 3 clusters Score -109289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109295.914062 Penalty: 3460.268555
	Iteration 32Q: 3 clusters Score -109295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109298.601562 Penalty: 3460.268555
	Iteration 33Q: 3 clusters Score -109298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109308.250000 Penalty: 3460.268555
	Iteration 34F: 3 clusters Score -109308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109339.187500 Penalty: 3460.268555
	Iteration 35Q: 3 clusters Score -109339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109344.195312 Penalty: 3460.268555
	Iteration 36Q: 3 clusters Score -109344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109365.914062 Penalty: 3460.268555
	Iteration 37Q: 3 clusters Score -109365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109369.835938 Penalty: 3460.268555
	Iteration 38Q: 3 clusters Score -109369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109370.812500 Penalty: 3460.268555
	Iteration 39Q: 3 clusters Score -109370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109370.812500 Penalty: 3460.268555
	Iteration 40F: 3 clusters Score -109370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 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 310 members 
Entering Unmasked Estep 
Score: -69208.796875 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69208.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69487.203125 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69487.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69563.437500 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69563.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69590.625000 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -69590.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69613.773438 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -69613.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69628.218750 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -69628.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69638.367188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -69638.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69646.070312 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -69646.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69655.718750 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -69655.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69666.250000 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -69666.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69677.039062 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -69677.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69681.929688 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -69681.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69686.046875 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -69686.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69690.000000 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -69690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69693.140625 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -69693.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69694.515625 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -69694.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69695.671875 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -69695.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69697.992188 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -69697.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69697.992188 Penalty: 3198.649170
	Iteration 18F: 3 clusters Score -69697.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171134 members 
Entering Unmasked Estep 
Score: -22012102.000000 Penalty: 2988.450195
	Iteration 0F: 2 clusters Score -2.20121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -21898496.000000 Penalty: 5976.900391
	Iteration 0F: 3 clusters Score -2.18985e+07 nChanged 82404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -21947340.000000 Penalty: 5976.900391
	Iteration 1F: 3 clusters Score -2.194734e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -21948532.000000 Penalty: 5976.900391
	Iteration 2Q: 3 clusters Score -2.194853e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -21950330.000000 Penalty: 5976.900391
	Iteration 3Q: 3 clusters Score -2.195033e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -21952608.000000 Penalty: 5976.900391
	Iteration 4Q: 3 clusters Score -2.195261e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -21956102.000000 Penalty: 5976.900391
	Iteration 5Q: 3 clusters Score -2.19561e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -21961898.000000 Penalty: 5976.900391
	Iteration 6Q: 3 clusters Score -2.19619e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -21970418.000000 Penalty: 5976.900391
	Iteration 7F: 3 clusters Score -2.197042e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -21980282.000000 Penalty: 5976.900391
	Iteration 8F: 3 clusters Score -2.198028e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -21987606.000000 Penalty: 5976.900391
	Iteration 9F: 3 clusters Score -2.198761e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -21990860.000000 Penalty: 5976.900391
	Iteration 10Q: 3 clusters Score -2.199086e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -21992034.000000 Penalty: 5976.900391
	Iteration 11Q: 3 clusters Score -2.199203e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -21993124.000000 Penalty: 5976.900391
	Iteration 12Q: 3 clusters Score -2.199312e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -21994010.000000 Penalty: 5976.900391
	Iteration 13Q: 3 clusters Score -2.199401e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -21994694.000000 Penalty: 5976.900391
	Iteration 14Q: 3 clusters Score -2.199469e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -21995574.000000 Penalty: 5976.900391
	Iteration 15Q: 3 clusters Score -2.199557e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -21996456.000000 Penalty: 5976.900391
	Iteration 16Q: 3 clusters Score -2.199646e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -21997338.000000 Penalty: 5976.900391
	Iteration 17Q: 3 clusters Score -2.199734e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -21998166.000000 Penalty: 5976.900391
	Iteration 18Q: 3 clusters Score -2.199817e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -21999012.000000 Penalty: 5976.900391
	Iteration 19Q: 3 clusters Score -2.199901e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -21999882.000000 Penalty: 5976.900391
	Iteration 20F: 3 clusters Score -2.199988e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -22000454.000000 Penalty: 5976.900391
	Iteration 21Q: 3 clusters Score -2.200045e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -22001022.000000 Penalty: 5976.900391
	Iteration 22Q: 3 clusters Score -2.200102e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -22001338.000000 Penalty: 5976.900391
	Iteration 23Q: 3 clusters Score -2.200134e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -22001670.000000 Penalty: 5976.900391
	Iteration 24Q: 3 clusters Score -2.200167e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -22001950.000000 Penalty: 5976.900391
	Iteration 25Q: 3 clusters Score -2.200195e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -22002170.000000 Penalty: 5976.900391
	Iteration 26Q: 3 clusters Score -2.200217e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -22002442.000000 Penalty: 5976.900391
	Iteration 27Q: 3 clusters Score -2.200244e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -22002572.000000 Penalty: 5976.900391
	Iteration 28Q: 3 clusters Score -2.200257e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -22002628.000000 Penalty: 5976.900391
	Iteration 29Q: 3 clusters Score -2.200263e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -22002874.000000 Penalty: 5976.900391
	Iteration 30Q: 3 clusters Score -2.200287e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -22002988.000000 Penalty: 5976.900391
	Iteration 31Q: 3 clusters Score -2.200299e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -22003186.000000 Penalty: 5976.900391
	Iteration 32Q: 3 clusters Score -2.200319e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -22003196.000000 Penalty: 5976.900391
	Iteration 33Q: 3 clusters Score -2.20032e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -22003376.000000 Penalty: 5976.900391
	Iteration 34Q: 3 clusters Score -2.200338e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -22003584.000000 Penalty: 5976.900391
	Iteration 35Q: 3 clusters Score -2.200358e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -22003694.000000 Penalty: 5976.900391
	Iteration 36Q: 3 clusters Score -2.200369e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -22003790.000000 Penalty: 5976.900391
	Iteration 37Q: 3 clusters Score -2.200379e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -22003918.000000 Penalty: 5976.900391
	Iteration 38Q: 3 clusters Score -2.200392e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -22003958.000000 Penalty: 5976.900391
	Iteration 39Q: 3 clusters Score -2.200396e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -22004088.000000 Penalty: 5976.900391
	Iteration 40F: 3 clusters Score -2.200409e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -22004304.000000 Penalty: 5976.900391
	Iteration 41Q: 3 clusters Score -2.20043e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -22004380.000000 Penalty: 5976.900391
	Iteration 42Q: 3 clusters Score -2.200438e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -22004396.000000 Penalty: 5976.900391
	Iteration 43Q: 3 clusters Score -2.20044e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -22004494.000000 Penalty: 5976.900391
	Iteration 44Q: 3 clusters Score -2.200449e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -22004652.000000 Penalty: 5976.900391
	Iteration 45Q: 3 clusters Score -2.200465e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -22004748.000000 Penalty: 5976.900391
	Iteration 46Q: 3 clusters Score -2.200475e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -22004910.000000 Penalty: 5976.900391
	Iteration 47Q: 3 clusters Score -2.200491e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -22004974.000000 Penalty: 5976.900391
	Iteration 48Q: 3 clusters Score -2.200497e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -22005216.000000 Penalty: 5976.900391
	Iteration 49Q: 3 clusters Score -2.200522e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -22005408.000000 Penalty: 5976.900391
	Iteration 50Q: 3 clusters Score -2.200541e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -22005582.000000 Penalty: 5976.900391
	Iteration 51Q: 3 clusters Score -2.200558e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 117732 members 
Entering Unmasked Estep 
Score: -22005738.000000 Penalty: 5976.900391
	Iteration 52Q: 3 clusters Score -2.200574e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -22005936.000000 Penalty: 5976.900391
	Iteration 53Q: 3 clusters Score -2.200594e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -22006254.000000 Penalty: 5976.900391
	Iteration 54Q: 3 clusters Score -2.200625e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 120934 members 
Entering Unmasked Estep 
Score: -22006468.000000 Penalty: 5976.900391
	Iteration 55Q: 3 clusters Score -2.200647e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -22006598.000000 Penalty: 5976.900391
	Iteration 56Q: 3 clusters Score -2.20066e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -22006780.000000 Penalty: 5976.900391
	Iteration 57Q: 3 clusters Score -2.200678e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -22006938.000000 Penalty: 5976.900391
	Iteration 58Q: 3 clusters Score -2.200694e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -22007092.000000 Penalty: 5976.900391
	Iteration 59Q: 3 clusters Score -2.200709e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -22007212.000000 Penalty: 5976.900391
	Iteration 60F: 3 clusters Score -2.200721e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -22007354.000000 Penalty: 5976.900391
	Iteration 61Q: 3 clusters Score -2.200735e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -22007474.000000 Penalty: 5976.900391
	Iteration 62Q: 3 clusters Score -2.200747e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -22007596.000000 Penalty: 5976.900391
	Iteration 63Q: 3 clusters Score -2.20076e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -22007650.000000 Penalty: 5976.900391
	Iteration 64Q: 3 clusters Score -2.200765e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -22007772.000000 Penalty: 5976.900391
	Iteration 65Q: 3 clusters Score -2.200777e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -22007896.000000 Penalty: 5976.900391
	Iteration 66Q: 3 clusters Score -2.20079e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 132162 members 
Entering Unmasked Estep 
Score: -22007984.000000 Penalty: 5976.900391
	Iteration 67Q: 3 clusters Score -2.200798e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -22008112.000000 Penalty: 5976.900391
	Iteration 68Q: 3 clusters Score -2.200811e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -22008134.000000 Penalty: 5976.900391
	Iteration 69Q: 3 clusters Score -2.200813e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 134557 members 
Entering Unmasked Estep 
Score: -22008272.000000 Penalty: 5976.900391
	Iteration 70Q: 3 clusters Score -2.200827e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -22008326.000000 Penalty: 5976.900391
	Iteration 71Q: 3 clusters Score -2.200833e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -22008444.000000 Penalty: 5976.900391
	Iteration 72Q: 3 clusters Score -2.200844e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -22008560.000000 Penalty: 5976.900391
	Iteration 73Q: 3 clusters Score -2.200856e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -22008716.000000 Penalty: 5976.900391
	Iteration 74Q: 3 clusters Score -2.200872e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -22008718.000000 Penalty: 5976.900391
	Iteration 75Q: 3 clusters Score -2.200872e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -22008750.000000 Penalty: 5976.900391
	Iteration 76Q: 3 clusters Score -2.200875e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -22008830.000000 Penalty: 5976.900391
	Iteration 77Q: 3 clusters Score -2.200883e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 139797 members 
Entering Unmasked Estep 
Score: -22008976.000000 Penalty: 5976.900391
	Iteration 78Q: 3 clusters Score -2.200898e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -22009056.000000 Penalty: 5976.900391
	Iteration 79Q: 3 clusters Score -2.200906e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -22009110.000000 Penalty: 5976.900391
	Iteration 80F: 3 clusters Score -2.200911e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -22009156.000000 Penalty: 5976.900391
	Iteration 81Q: 3 clusters Score -2.200916e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -22009292.000000 Penalty: 5976.900391
	Iteration 82Q: 3 clusters Score -2.200929e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -22009364.000000 Penalty: 5976.900391
	Iteration 83Q: 3 clusters Score -2.200936e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -22009412.000000 Penalty: 5976.900391
	Iteration 84Q: 3 clusters Score -2.200941e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 143754 members 
Entering Unmasked Estep 
Score: -22009504.000000 Penalty: 5976.900391
	Iteration 85Q: 3 clusters Score -2.20095e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -22009548.000000 Penalty: 5976.900391
	Iteration 86Q: 3 clusters Score -2.200955e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -22009632.000000 Penalty: 5976.900391
	Iteration 87Q: 3 clusters Score -2.200963e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 145291 members 
Entering Unmasked Estep 
Score: -22009646.000000 Penalty: 5976.900391
	Iteration 88Q: 3 clusters Score -2.200965e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -22009664.000000 Penalty: 5976.900391
	Iteration 89Q: 3 clusters Score -2.200966e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 146236 members 
Entering Unmasked Estep 
Score: -22009744.000000 Penalty: 5976.900391
	Iteration 90Q: 3 clusters Score -2.200974e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 146725 members 
Entering Unmasked Estep 
Score: -22009830.000000 Penalty: 5976.900391
	Iteration 91Q: 3 clusters Score -2.200983e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -22009918.000000 Penalty: 5976.900391
	Iteration 92Q: 3 clusters Score -2.200992e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -22009916.000000 Penalty: 5976.900391
	Iteration 93Q: 3 clusters Score -2.200992e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -22009912.000000 Penalty: 5976.900391
	Iteration 94Q: 3 clusters Score -2.200991e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -22009940.000000 Penalty: 5976.900391
	Iteration 95Q: 3 clusters Score -2.200994e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -22009988.000000 Penalty: 5976.900391
	Iteration 96Q: 3 clusters Score -2.200999e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -22010048.000000 Penalty: 5976.900391
	Iteration 97Q: 3 clusters Score -2.201005e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 149438 members 
Entering Unmasked Estep 
Score: -22010110.000000 Penalty: 5976.900391
	Iteration 98Q: 3 clusters Score -2.201011e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -22010134.000000 Penalty: 5976.900391
	Iteration 99Q: 3 clusters Score -2.201013e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -22010144.000000 Penalty: 5976.900391
	Iteration 100F: 3 clusters Score -2.201014e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -22010190.000000 Penalty: 5976.900391
	Iteration 101Q: 3 clusters Score -2.201019e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -22010218.000000 Penalty: 5976.900391
	Iteration 102Q: 3 clusters Score -2.201022e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -22010250.000000 Penalty: 5976.900391
	Iteration 103Q: 3 clusters Score -2.201025e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -22010290.000000 Penalty: 5976.900391
	Iteration 104Q: 3 clusters Score -2.201029e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -22010340.000000 Penalty: 5976.900391
	Iteration 105Q: 3 clusters Score -2.201034e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -22010334.000000 Penalty: 5976.900391
	Iteration 106Q: 3 clusters Score -2.201033e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -22010382.000000 Penalty: 5976.900391
	Iteration 107Q: 3 clusters Score -2.201038e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -22010420.000000 Penalty: 5976.900391
	Iteration 108Q: 3 clusters Score -2.201042e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 152557 members 
Entering Unmasked Estep 
Score: -22010516.000000 Penalty: 5976.900391
	Iteration 109Q: 3 clusters Score -2.201052e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 152816 members 
Entering Unmasked Estep 
Score: -22010500.000000 Penalty: 5976.900391
	Iteration 110Q: 3 clusters Score -2.20105e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 153077 members 
Entering Unmasked Estep 
Score: -22010480.000000 Penalty: 5976.900391
	Iteration 111Q: 3 clusters Score -2.201048e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -22010546.000000 Penalty: 5976.900391
	Iteration 112Q: 3 clusters Score -2.201055e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -22010562.000000 Penalty: 5976.900391
	Iteration 113Q: 3 clusters Score -2.201056e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -22010574.000000 Penalty: 5976.900391
	Iteration 114Q: 3 clusters Score -2.201057e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -22010610.000000 Penalty: 5976.900391
	Iteration 115Q: 3 clusters Score -2.201061e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -22010592.000000 Penalty: 5976.900391
	Iteration 116Q: 3 clusters Score -2.201059e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -22010566.000000 Penalty: 5976.900391
	Iteration 117Q: 3 clusters Score -2.201057e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 154835 members 
Entering Unmasked Estep 
Score: -22010590.000000 Penalty: 5976.900391
	Iteration 118Q: 3 clusters Score -2.201059e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -22010648.000000 Penalty: 5976.900391
	Iteration 119Q: 3 clusters Score -2.201065e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -22010712.000000 Penalty: 5976.900391
	Iteration 120F: 3 clusters Score -2.201071e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -22010676.000000 Penalty: 5976.900391
	Iteration 121Q: 3 clusters Score -2.201068e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -22010690.000000 Penalty: 5976.900391
	Iteration 122Q: 3 clusters Score -2.201069e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -22010706.000000 Penalty: 5976.900391
	Iteration 123Q: 3 clusters Score -2.201071e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 156302 members 
Entering Unmasked Estep 
Score: -22010738.000000 Penalty: 5976.900391
	Iteration 124Q: 3 clusters Score -2.201074e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -22010746.000000 Penalty: 5976.900391
	Iteration 125Q: 3 clusters Score -2.201075e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -22010742.000000 Penalty: 5976.900391
	Iteration 126Q: 3 clusters Score -2.201074e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -22010782.000000 Penalty: 5976.900391
	Iteration 127Q: 3 clusters Score -2.201078e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -22010804.000000 Penalty: 5976.900391
	Iteration 128Q: 3 clusters Score -2.20108e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -22010804.000000 Penalty: 5976.900391
	Iteration 129Q: 3 clusters Score -2.20108e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -22010790.000000 Penalty: 5976.900391
	Iteration 130Q: 3 clusters Score -2.201079e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -22010792.000000 Penalty: 5976.900391
	Iteration 131Q: 3 clusters Score -2.201079e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -22010828.000000 Penalty: 5976.900391
	Iteration 132Q: 3 clusters Score -2.201083e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -22010792.000000 Penalty: 5976.900391
	Iteration 133Q: 3 clusters Score -2.201079e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -22010794.000000 Penalty: 5976.900391
	Iteration 134Q: 3 clusters Score -2.201079e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 158739 members 
Entering Unmasked Estep 
Score: -22010756.000000 Penalty: 5976.900391
	Iteration 135Q: 3 clusters Score -2.201076e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -22010824.000000 Penalty: 5976.900391
	Iteration 136Q: 3 clusters Score -2.201082e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -22010808.000000 Penalty: 5976.900391
	Iteration 137Q: 3 clusters Score -2.201081e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -22010854.000000 Penalty: 5976.900391
	Iteration 138Q: 3 clusters Score -2.201085e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 159654 members 
Entering Unmasked Estep 
Score: -22010862.000000 Penalty: 5976.900391
	Iteration 139Q: 3 clusters Score -2.201086e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 159887 members 
Entering Unmasked Estep 
Score: -22010854.000000 Penalty: 5976.900391
	Iteration 140F: 3 clusters Score -2.201085e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 160108 members 
Entering Unmasked Estep 
Score: -22010810.000000 Penalty: 5976.900391
	Iteration 141Q: 3 clusters Score -2.201081e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -22010814.000000 Penalty: 5976.900391
	Iteration 142Q: 3 clusters Score -2.201081e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -22010816.000000 Penalty: 5976.900391
	Iteration 143Q: 3 clusters Score -2.201082e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -22010780.000000 Penalty: 5976.900391
	Iteration 144Q: 3 clusters Score -2.201078e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 160902 members 
Entering Unmasked Estep 
Score: -22010810.000000 Penalty: 5976.900391
	Iteration 145Q: 3 clusters Score -2.201081e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -22010822.000000 Penalty: 5976.900391
	Iteration 146Q: 3 clusters Score -2.201082e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -22010838.000000 Penalty: 5976.900391
	Iteration 147Q: 3 clusters Score -2.201084e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -22010834.000000 Penalty: 5976.900391
	Iteration 148Q: 3 clusters Score -2.201083e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -22010798.000000 Penalty: 5976.900391
	Iteration 149Q: 3 clusters Score -2.20108e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -22010764.000000 Penalty: 5976.900391
	Iteration 150Q: 3 clusters Score -2.201076e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -22010768.000000 Penalty: 5976.900391
	Iteration 151Q: 3 clusters Score -2.201077e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -22010766.000000 Penalty: 5976.900391
	Iteration 152Q: 3 clusters Score -2.201077e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -22010790.000000 Penalty: 5976.900391
	Iteration 153Q: 3 clusters Score -2.201079e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 162406 members 
Entering Unmasked Estep 
Score: -22010814.000000 Penalty: 5976.900391
	Iteration 154Q: 3 clusters Score -2.201081e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -22010836.000000 Penalty: 5976.900391
	Iteration 155Q: 3 clusters Score -2.201084e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 162709 members 
Entering Unmasked Estep 
Score: -22010826.000000 Penalty: 5976.900391
	Iteration 156Q: 3 clusters Score -2.201083e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -22010796.000000 Penalty: 5976.900391
	Iteration 157Q: 3 clusters Score -2.20108e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -22010808.000000 Penalty: 5976.900391
	Iteration 158Q: 3 clusters Score -2.201081e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -22010764.000000 Penalty: 5976.900391
	Iteration 159Q: 3 clusters Score -2.201076e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -22010766.000000 Penalty: 5976.900391
	Iteration 160F: 3 clusters Score -2.201077e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 163346 members 
Entering Unmasked Estep 
Score: -22010754.000000 Penalty: 5976.900391
	Iteration 161Q: 3 clusters Score -2.201075e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -22010708.000000 Penalty: 5976.900391
	Iteration 162Q: 3 clusters Score -2.201071e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 163545 members 
Entering Unmasked Estep 
Score: -22010710.000000 Penalty: 5976.900391
	Iteration 163Q: 3 clusters Score -2.201071e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -22010672.000000 Penalty: 5976.900391
	Iteration 164Q: 3 clusters Score -2.201067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -22010664.000000 Penalty: 5976.900391
	Iteration 165Q: 3 clusters Score -2.201066e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -22010664.000000 Penalty: 5976.900391
	Iteration 166Q: 3 clusters Score -2.201066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 163950 members 
Entering Unmasked Estep 
Score: -22010632.000000 Penalty: 5976.900391
	Iteration 167Q: 3 clusters Score -2.201063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -22010624.000000 Penalty: 5976.900391
	Iteration 168Q: 3 clusters Score -2.201062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -22010628.000000 Penalty: 5976.900391
	Iteration 169Q: 3 clusters Score -2.201063e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -22010626.000000 Penalty: 5976.900391
	Iteration 170Q: 3 clusters Score -2.201063e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 164240 members 
Entering Unmasked Estep 
Score: -22010566.000000 Penalty: 5976.900391
	Iteration 171Q: 3 clusters Score -2.201057e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -22010560.000000 Penalty: 5976.900391
	Iteration 172Q: 3 clusters Score -2.201056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -22010546.000000 Penalty: 5976.900391
	Iteration 173Q: 3 clusters Score -2.201055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -22010544.000000 Penalty: 5976.900391
	Iteration 174Q: 3 clusters Score -2.201054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -22010562.000000 Penalty: 5976.900391
	Iteration 175Q: 3 clusters Score -2.201056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -22010526.000000 Penalty: 5976.900391
	Iteration 176Q: 3 clusters Score -2.201053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 164631 members 
Entering Unmasked Estep 
Score: -22010504.000000 Penalty: 5976.900391
	Iteration 177Q: 3 clusters Score -2.20105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -22010508.000000 Penalty: 5976.900391
	Iteration 178Q: 3 clusters Score -2.201051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -22010516.000000 Penalty: 5976.900391
	Iteration 179Q: 3 clusters Score -2.201052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -22010496.000000 Penalty: 5976.900391
	Iteration 180F: 3 clusters Score -2.20105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -22010526.000000 Penalty: 5976.900391
	Iteration 181Q: 3 clusters Score -2.201053e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 164821 members 
Entering Unmasked Estep 
Score: -22010510.000000 Penalty: 5976.900391
	Iteration 182Q: 3 clusters Score -2.201051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -22010520.000000 Penalty: 5976.900391
	Iteration 183Q: 3 clusters Score -2.201052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 164888 members 
Entering Unmasked Estep 
Score: -22010528.000000 Penalty: 5976.900391
	Iteration 184Q: 3 clusters Score -2.201053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -22010506.000000 Penalty: 5976.900391
	Iteration 185Q: 3 clusters Score -2.201051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -22010508.000000 Penalty: 5976.900391
	Iteration 186Q: 3 clusters Score -2.201051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -22010520.000000 Penalty: 5976.900391
	Iteration 187Q: 3 clusters Score -2.201052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -22010498.000000 Penalty: 5976.900391
	Iteration 188Q: 3 clusters Score -2.20105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -22010482.000000 Penalty: 5976.900391
	Iteration 189Q: 3 clusters Score -2.201048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -22010482.000000 Penalty: 5976.900391
	Iteration 190Q: 3 clusters Score -2.201048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -22010464.000000 Penalty: 5976.900391
	Iteration 191Q: 3 clusters Score -2.201046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -22010460.000000 Penalty: 5976.900391
	Iteration 192Q: 3 clusters Score -2.201046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 165199 members 
Entering Unmasked Estep 
Score: -22010482.000000 Penalty: 5976.900391
	Iteration 193Q: 3 clusters Score -2.201048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -22010464.000000 Penalty: 5976.900391
	Iteration 194Q: 3 clusters Score -2.201046e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -22010466.000000 Penalty: 5976.900391
	Iteration 195Q: 3 clusters Score -2.201047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -22010440.000000 Penalty: 5976.900391
	Iteration 196Q: 3 clusters Score -2.201044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -22010444.000000 Penalty: 5976.900391
	Iteration 197Q: 3 clusters Score -2.201044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -22010416.000000 Penalty: 5976.900391
	Iteration 198Q: 3 clusters Score -2.201042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -22010438.000000 Penalty: 5976.900391
	Iteration 199Q: 3 clusters Score -2.201044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 165520 members 
Entering Unmasked Estep 
Score: -22010406.000000 Penalty: 5976.900391
	Iteration 200F: 3 clusters Score -2.201041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -22010420.000000 Penalty: 5976.900391
	Iteration 201Q: 3 clusters Score -2.201042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -22010404.000000 Penalty: 5976.900391
	Iteration 202Q: 3 clusters Score -2.20104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22010398.000000 Penalty: 5976.900391
	Iteration 203Q: 3 clusters Score -2.20104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -22010408.000000 Penalty: 5976.900391
	Iteration 204Q: 3 clusters Score -2.201041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 165706 members 
Entering Unmasked Estep 
Score: -22010408.000000 Penalty: 5976.900391
	Iteration 205Q: 3 clusters Score -2.201041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -22010402.000000 Penalty: 5976.900391
	Iteration 206Q: 3 clusters Score -2.20104e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -22010376.000000 Penalty: 5976.900391
	Iteration 207Q: 3 clusters Score -2.201038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -22010388.000000 Penalty: 5976.900391
	Iteration 208Q: 3 clusters Score -2.201039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 165835 members 
Entering Unmasked Estep 
Score: -22010368.000000 Penalty: 5976.900391
	Iteration 209Q: 3 clusters Score -2.201037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -22010366.000000 Penalty: 5976.900391
	Iteration 210Q: 3 clusters Score -2.201037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -22010352.000000 Penalty: 5976.900391
	Iteration 211Q: 3 clusters Score -2.201035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -22010354.000000 Penalty: 5976.900391
	Iteration 212Q: 3 clusters Score -2.201035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -22010368.000000 Penalty: 5976.900391
	Iteration 213Q: 3 clusters Score -2.201037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -22010384.000000 Penalty: 5976.900391
	Iteration 214Q: 3 clusters Score -2.201038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -22010356.000000 Penalty: 5976.900391
	Iteration 215Q: 3 clusters Score -2.201036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -22010350.000000 Penalty: 5976.900391
	Iteration 216Q: 3 clusters Score -2.201035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -22010346.000000 Penalty: 5976.900391
	Iteration 217Q: 3 clusters Score -2.201035e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -22010354.000000 Penalty: 5976.900391
	Iteration 218Q: 3 clusters Score -2.201035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -22010368.000000 Penalty: 5976.900391
	Iteration 219Q: 3 clusters Score -2.201037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 166140 members 
Entering Unmasked Estep 
Score: -22010362.000000 Penalty: 5976.900391
	Iteration 220F: 3 clusters Score -2.201036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -22010338.000000 Penalty: 5976.900391
	Iteration 221Q: 3 clusters Score -2.201034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 166216 members 
Entering Unmasked Estep 
Score: -22010360.000000 Penalty: 5976.900391
	Iteration 222Q: 3 clusters Score -2.201036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 166261 members 
Entering Unmasked Estep 
Score: -22010368.000000 Penalty: 5976.900391
	Iteration 223Q: 3 clusters Score -2.201037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -22010366.000000 Penalty: 5976.900391
	Iteration 224Q: 3 clusters Score -2.201037e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -22010338.000000 Penalty: 5976.900391
	Iteration 225Q: 3 clusters Score -2.201034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -22010340.000000 Penalty: 5976.900391
	Iteration 226Q: 3 clusters Score -2.201034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -22010330.000000 Penalty: 5976.900391
	Iteration 227Q: 3 clusters Score -2.201033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -22010308.000000 Penalty: 5976.900391
	Iteration 228Q: 3 clusters Score -2.201031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -22010302.000000 Penalty: 5976.900391
	Iteration 229Q: 3 clusters Score -2.20103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -22010308.000000 Penalty: 5976.900391
	Iteration 230Q: 3 clusters Score -2.201031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -22010300.000000 Penalty: 5976.900391
	Iteration 231Q: 3 clusters Score -2.20103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 166582 members 
Entering Unmasked Estep 
Score: -22010316.000000 Penalty: 5976.900391
	Iteration 232Q: 3 clusters Score -2.201032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -22010332.000000 Penalty: 5976.900391
	Iteration 233Q: 3 clusters Score -2.201033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 166654 members 
Entering Unmasked Estep 
Score: -22010348.000000 Penalty: 5976.900391
	Iteration 234Q: 3 clusters Score -2.201035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -22010352.000000 Penalty: 5976.900391
	Iteration 235Q: 3 clusters Score -2.201035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -22010336.000000 Penalty: 5976.900391
	Iteration 236Q: 3 clusters Score -2.201034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -22010314.000000 Penalty: 5976.900391
	Iteration 237Q: 3 clusters Score -2.201031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -22010318.000000 Penalty: 5976.900391
	Iteration 238Q: 3 clusters Score -2.201032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -22010308.000000 Penalty: 5976.900391
	Iteration 239Q: 3 clusters Score -2.201031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -22010312.000000 Penalty: 5976.900391
	Iteration 240F: 3 clusters Score -2.201031e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 166896 members 
Entering Unmasked Estep 
Score: -22010290.000000 Penalty: 5976.900391
	Iteration 241Q: 3 clusters Score -2.201029e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -22010318.000000 Penalty: 5976.900391
	Iteration 242Q: 3 clusters Score -2.201032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 166980 members 
Entering Unmasked Estep 
Score: -22010322.000000 Penalty: 5976.900391
	Iteration 243Q: 3 clusters Score -2.201032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -22010294.000000 Penalty: 5976.900391
	Iteration 244Q: 3 clusters Score -2.201029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -22010312.000000 Penalty: 5976.900391
	Iteration 245Q: 3 clusters Score -2.201031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -22010276.000000 Penalty: 5976.900391
	Iteration 246Q: 3 clusters Score -2.201028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -22010276.000000 Penalty: 5976.900391
	Iteration 247Q: 3 clusters Score -2.201028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -22010250.000000 Penalty: 5976.900391
	Iteration 248Q: 3 clusters Score -2.201025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -22010230.000000 Penalty: 5976.900391
	Iteration 249Q: 3 clusters Score -2.201023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -22010240.000000 Penalty: 5976.900391
	Iteration 250Q: 3 clusters Score -2.201024e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 167370 members 
Entering Unmasked Estep 
Score: -22010238.000000 Penalty: 5976.900391
	Iteration 251Q: 3 clusters Score -2.201024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -22010204.000000 Penalty: 5976.900391
	Iteration 252Q: 3 clusters Score -2.20102e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -22010224.000000 Penalty: 5976.900391
	Iteration 253Q: 3 clusters Score -2.201022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -22010200.000000 Penalty: 5976.900391
	Iteration 254Q: 3 clusters Score -2.20102e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 167574 members 
Entering Unmasked Estep 
Score: -22010200.000000 Penalty: 5976.900391
	Iteration 255Q: 3 clusters Score -2.20102e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -22010182.000000 Penalty: 5976.900391
	Iteration 256Q: 3 clusters Score -2.201018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -22010166.000000 Penalty: 5976.900391
	Iteration 257Q: 3 clusters Score -2.201017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -22010136.000000 Penalty: 5976.900391
	Iteration 258Q: 3 clusters Score -2.201014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -22010148.000000 Penalty: 5976.900391
	Iteration 259Q: 3 clusters Score -2.201015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -22010146.000000 Penalty: 5976.900391
	Iteration 260F: 3 clusters Score -2.201015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 167818 members 
Entering Unmasked Estep 
Score: -22010130.000000 Penalty: 5976.900391
	Iteration 261Q: 3 clusters Score -2.201013e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -22010142.000000 Penalty: 5976.900391
	Iteration 262Q: 3 clusters Score -2.201014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -22010104.000000 Penalty: 5976.900391
	Iteration 263Q: 3 clusters Score -2.20101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -22010096.000000 Penalty: 5976.900391
	Iteration 264Q: 3 clusters Score -2.20101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -22010104.000000 Penalty: 5976.900391
	Iteration 265Q: 3 clusters Score -2.20101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -22010100.000000 Penalty: 5976.900391
	Iteration 266Q: 3 clusters Score -2.20101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -22010088.000000 Penalty: 5976.900391
	Iteration 267Q: 3 clusters Score -2.201009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -22010074.000000 Penalty: 5976.900391
	Iteration 268Q: 3 clusters Score -2.201007e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -22010068.000000 Penalty: 5976.900391
	Iteration 269Q: 3 clusters Score -2.201007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
Score: -22010062.000000 Penalty: 5976.900391
	Iteration 270Q: 3 clusters Score -2.201006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -22010046.000000 Penalty: 5976.900391
	Iteration 271Q: 3 clusters Score -2.201005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -22010078.000000 Penalty: 5976.900391
	Iteration 272Q: 3 clusters Score -2.201008e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 168291 members 
Entering Unmasked Estep 
Score: -22010062.000000 Penalty: 5976.900391
	Iteration 273Q: 3 clusters Score -2.201006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -22010056.000000 Penalty: 5976.900391
	Iteration 274Q: 3 clusters Score -2.201006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 168358 members 
Entering Unmasked Estep 
Score: -22010026.000000 Penalty: 5976.900391
	Iteration 275Q: 3 clusters Score -2.201003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -22010032.000000 Penalty: 5976.900391
	Iteration 276Q: 3 clusters Score -2.201003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 168402 members 
Entering Unmasked Estep 
Score: -22010008.000000 Penalty: 5976.900391
	Iteration 277Q: 3 clusters Score -2.201001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -22010008.000000 Penalty: 5976.900391
	Iteration 278Q: 3 clusters Score -2.201001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -22010026.000000 Penalty: 5976.900391
	Iteration 279Q: 3 clusters Score -2.201003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 168479 members 
Entering Unmasked Estep 
Score: -22010008.000000 Penalty: 5976.900391
	Iteration 280F: 3 clusters Score -2.201001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -22009986.000000 Penalty: 5976.900391
	Iteration 281Q: 3 clusters Score -2.200999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -22010006.000000 Penalty: 5976.900391
	Iteration 282Q: 3 clusters Score -2.201001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -22010014.000000 Penalty: 5976.900391
	Iteration 283Q: 3 clusters Score -2.201001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -22009996.000000 Penalty: 5976.900391
	Iteration 284Q: 3 clusters Score -2.201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -22009996.000000 Penalty: 5976.900391
	Iteration 285Q: 3 clusters Score -2.201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 168566 members 
Entering Unmasked Estep 
Score: -22009996.000000 Penalty: 5976.900391
	Iteration 286Q: 3 clusters Score -2.201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -22010004.000000 Penalty: 5976.900391
	Iteration 287Q: 3 clusters Score -2.201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -22009988.000000 Penalty: 5976.900391
	Iteration 288Q: 3 clusters Score -2.200999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -22010000.000000 Penalty: 5976.900391
	Iteration 289Q: 3 clusters Score -2.201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 168649 members 
Entering Unmasked Estep 
Score: -22010010.000000 Penalty: 5976.900391
	Iteration 290Q: 3 clusters Score -2.201001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 168671 members 
Entering Unmasked Estep 
Score: -22010006.000000 Penalty: 5976.900391
	Iteration 291Q: 3 clusters Score -2.201001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -22010020.000000 Penalty: 5976.900391
	Iteration 292Q: 3 clusters Score -2.201002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -22010032.000000 Penalty: 5976.900391
	Iteration 293Q: 3 clusters Score -2.201003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -22010022.000000 Penalty: 5976.900391
	Iteration 294Q: 3 clusters Score -2.201002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -22009986.000000 Penalty: 5976.900391
	Iteration 295Q: 3 clusters Score -2.200999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -22010010.000000 Penalty: 5976.900391
	Iteration 296Q: 3 clusters Score -2.201001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -22009984.000000 Penalty: 5976.900391
	Iteration 297Q: 3 clusters Score -2.200998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -22009980.000000 Penalty: 5976.900391
	Iteration 298Q: 3 clusters Score -2.200998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 168809 members 
Entering Unmasked Estep 
Score: -22009996.000000 Penalty: 5976.900391
	Iteration 299Q: 3 clusters Score -2.201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -22010010.000000 Penalty: 5976.900391
	Iteration 300F: 3 clusters Score -2.201001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 168825 members 
Entering Unmasked Estep 
Score: -22010004.000000 Penalty: 5976.900391
	Iteration 301Q: 3 clusters Score -2.201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -22009986.000000 Penalty: 5976.900391
	Iteration 302Q: 3 clusters Score -2.200999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -22009990.000000 Penalty: 5976.900391
	Iteration 303Q: 3 clusters Score -2.200999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -22010002.000000 Penalty: 5976.900391
	Iteration 304Q: 3 clusters Score -2.201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 168874 members 
Entering Unmasked Estep 
Score: -22009998.000000 Penalty: 5976.900391
	Iteration 305Q: 3 clusters Score -2.201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 168885 members 
Entering Unmasked Estep 
Score: -22009984.000000 Penalty: 5976.900391
	Iteration 306Q: 3 clusters Score -2.200998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 168892 members 
Entering Unmasked Estep 
Score: -22009994.000000 Penalty: 5976.900391
	Iteration 307Q: 3 clusters Score -2.200999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 168911 members 
Entering Unmasked Estep 
Score: -22009986.000000 Penalty: 5976.900391
	Iteration 308Q: 3 clusters Score -2.200999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -22009986.000000 Penalty: 5976.900391
	Iteration 309Q: 3 clusters Score -2.200999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 168946 members 
Entering Unmasked Estep 
Score: -22009988.000000 Penalty: 5976.900391
	Iteration 310Q: 3 clusters Score -2.200999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -22009976.000000 Penalty: 5976.900391
	Iteration 311Q: 3 clusters Score -2.200998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -22009982.000000 Penalty: 5976.900391
	Iteration 312Q: 3 clusters Score -2.200998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -22009968.000000 Penalty: 5976.900391
	Iteration 313Q: 3 clusters Score -2.200997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -22009964.000000 Penalty: 5976.900391
	Iteration 314Q: 3 clusters Score -2.200996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -22009954.000000 Penalty: 5976.900391
	Iteration 315Q: 3 clusters Score -2.200995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 168997 members 
Entering Unmasked Estep 
Score: -22009956.000000 Penalty: 5976.900391
	Iteration 316Q: 3 clusters Score -2.200996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -22009962.000000 Penalty: 5976.900391
	Iteration 317Q: 3 clusters Score -2.200996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 169007 members 
Entering Unmasked Estep 
Score: -22009956.000000 Penalty: 5976.900391
	Iteration 318Q: 3 clusters Score -2.200996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 169013 members 
Entering Unmasked Estep 
Score: -22009960.000000 Penalty: 5976.900391
	Iteration 319Q: 3 clusters Score -2.200996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -22009960.000000 Penalty: 5976.900391
	Iteration 320F: 3 clusters Score -2.200996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -22009966.000000 Penalty: 5976.900391
	Iteration 321Q: 3 clusters Score -2.200997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -22009958.000000 Penalty: 5976.900391
	Iteration 322Q: 3 clusters Score -2.200996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -22009958.000000 Penalty: 5976.900391
	Iteration 323Q: 3 clusters Score -2.200996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -22009940.000000 Penalty: 5976.900391
	Iteration 324Q: 3 clusters Score -2.200994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -22009950.000000 Penalty: 5976.900391
	Iteration 325Q: 3 clusters Score -2.200995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -22009938.000000 Penalty: 5976.900391
	Iteration 326Q: 3 clusters Score -2.200994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 169064 members 
Entering Unmasked Estep 
Score: -22009954.000000 Penalty: 5976.900391
	Iteration 327Q: 3 clusters Score -2.200995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 169064 members 
Entering Unmasked Estep 
Score: -22009954.000000 Penalty: 5976.900391
	Iteration 328F: 3 clusters Score -2.200995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -88407.492188 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -88407.49 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 352 members 
Entering Unmasked Estep 
Score: -86685.726562 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -86685.73 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86947.867188 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -86947.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87073.937500 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -87073.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87163.515625 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -87163.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87238.187500 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -87238.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87275.445312 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -87275.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87292.343750 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -87292.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87305.695312 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -87305.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87333.671875 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -87333.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87359.132812 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -87359.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87373.718750 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -87373.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87387.687500 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -87387.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87399.492188 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -87399.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87403.531250 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -87403.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87407.289062 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -87407.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87408.828125 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -87408.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87408.828125 Penalty: 3276.898682
	Iteration 16F: 3 clusters Score -87408.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Entering Unmasked Estep 
Score: -5862888.000000 Penalty: 2656.535645
	Iteration 0F: 2 clusters Score -5862888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5832592.500000 Penalty: 5313.071289
	Iteration 0F: 3 clusters Score -5832592 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5843996.000000 Penalty: 5313.071289
	Iteration 1F: 3 clusters Score -5843996 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5844585.000000 Penalty: 5313.071289
	Iteration 2Q: 3 clusters Score -5844585 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5845211.500000 Penalty: 5313.071289
	Iteration 3Q: 3 clusters Score -5845212 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5845860.500000 Penalty: 5313.071289
	Iteration 4Q: 3 clusters Score -5845860 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5846591.500000 Penalty: 5313.071289
	Iteration 5Q: 3 clusters Score -5846592 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5847346.000000 Penalty: 5313.071289
	Iteration 6Q: 3 clusters Score -5847346 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5848288.500000 Penalty: 5313.071289
	Iteration 7Q: 3 clusters Score -5848288 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5849400.000000 Penalty: 5313.071289
	Iteration 8Q: 3 clusters Score -5849400 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5850714.000000 Penalty: 5313.071289
	Iteration 9Q: 3 clusters Score -5850714 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5852089.500000 Penalty: 5313.071289
	Iteration 10F: 3 clusters Score -5852090 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5853402.500000 Penalty: 5313.071289
	Iteration 11Q: 3 clusters Score -5853402 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5854234.000000 Penalty: 5313.071289
	Iteration 12Q: 3 clusters Score -5854234 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5854685.500000 Penalty: 5313.071289
	Iteration 13Q: 3 clusters Score -5854686 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5854928.500000 Penalty: 5313.071289
	Iteration 14Q: 3 clusters Score -5854928 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5855018.500000 Penalty: 5313.071289
	Iteration 15Q: 3 clusters Score -5855018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5855086.500000 Penalty: 5313.071289
	Iteration 16Q: 3 clusters Score -5855086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5855167.000000 Penalty: 5313.071289
	Iteration 17Q: 3 clusters Score -5855167 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5855185.000000 Penalty: 5313.071289
	Iteration 18Q: 3 clusters Score -5855185 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5855264.500000 Penalty: 5313.071289
	Iteration 19Q: 3 clusters Score -5855264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5855304.500000 Penalty: 5313.071289
	Iteration 20F: 3 clusters Score -5855304 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5855368.500000 Penalty: 5313.071289
	Iteration 21Q: 3 clusters Score -5855368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5855429.500000 Penalty: 5313.071289
	Iteration 22Q: 3 clusters Score -5855430 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5855481.500000 Penalty: 5313.071289
	Iteration 23Q: 3 clusters Score -5855482 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5855536.000000 Penalty: 5313.071289
	Iteration 24Q: 3 clusters Score -5855536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5855566.500000 Penalty: 5313.071289
	Iteration 25Q: 3 clusters Score -5855566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5855607.500000 Penalty: 5313.071289
	Iteration 26Q: 3 clusters Score -5855608 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5855661.500000 Penalty: 5313.071289
	Iteration 27Q: 3 clusters Score -5855662 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5855694.000000 Penalty: 5313.071289
	Iteration 28Q: 3 clusters Score -5855694 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5855718.500000 Penalty: 5313.071289
	Iteration 29Q: 3 clusters Score -5855718 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5855764.000000 Penalty: 5313.071289
	Iteration 30Q: 3 clusters Score -5855764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5855802.000000 Penalty: 5313.071289
	Iteration 31Q: 3 clusters Score -5855802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5855871.500000 Penalty: 5313.071289
	Iteration 32Q: 3 clusters Score -5855872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5855892.500000 Penalty: 5313.071289
	Iteration 33Q: 3 clusters Score -5855892 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5855940.000000 Penalty: 5313.071289
	Iteration 34Q: 3 clusters Score -5855940 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5855957.000000 Penalty: 5313.071289
	Iteration 35Q: 3 clusters Score -5855957 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5855984.500000 Penalty: 5313.071289
	Iteration 36Q: 3 clusters Score -5855984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5856016.500000 Penalty: 5313.071289
	Iteration 37Q: 3 clusters Score -5856016 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5856022.500000 Penalty: 5313.071289
	Iteration 38Q: 3 clusters Score -5856022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5856052.500000 Penalty: 5313.071289
	Iteration 39Q: 3 clusters Score -5856052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5856081.500000 Penalty: 5313.071289
	Iteration 40F: 3 clusters Score -5856082 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -5856103.000000 Penalty: 5313.071289
	Iteration 41Q: 3 clusters Score -5856103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5856155.500000 Penalty: 5313.071289
	Iteration 42Q: 3 clusters Score -5856156 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5856214.000000 Penalty: 5313.071289
	Iteration 43Q: 3 clusters Score -5856214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5856263.000000 Penalty: 5313.071289
	Iteration 44Q: 3 clusters Score -5856263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -5856288.500000 Penalty: 5313.071289
	Iteration 45Q: 3 clusters Score -5856288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5856300.000000 Penalty: 5313.071289
	Iteration 46Q: 3 clusters Score -5856300 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5856297.000000 Penalty: 5313.071289
	Iteration 47Q: 3 clusters Score -5856297 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5856310.500000 Penalty: 5313.071289
	Iteration 48Q: 3 clusters Score -5856310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5856317.500000 Penalty: 5313.071289
	Iteration 49Q: 3 clusters Score -5856318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5856337.000000 Penalty: 5313.071289
	Iteration 50Q: 3 clusters Score -5856337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5856345.000000 Penalty: 5313.071289
	Iteration 51Q: 3 clusters Score -5856345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5856342.500000 Penalty: 5313.071289
	Iteration 52Q: 3 clusters Score -5856342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5856349.500000 Penalty: 5313.071289
	Iteration 53Q: 3 clusters Score -5856350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5856352.500000 Penalty: 5313.071289
	Iteration 54Q: 3 clusters Score -5856352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5856367.000000 Penalty: 5313.071289
	Iteration 55Q: 3 clusters Score -5856367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5856389.500000 Penalty: 5313.071289
	Iteration 56Q: 3 clusters Score -5856390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5856394.500000 Penalty: 5313.071289
	Iteration 57Q: 3 clusters Score -5856394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5856389.000000 Penalty: 5313.071289
	Iteration 58Q: 3 clusters Score -5856389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5856398.000000 Penalty: 5313.071289
	Iteration 59Q: 3 clusters Score -5856398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5856390.500000 Penalty: 5313.071289
	Iteration 60F: 3 clusters Score -5856390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5856400.500000 Penalty: 5313.071289
	Iteration 61Q: 3 clusters Score -5856400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5856390.500000 Penalty: 5313.071289
	Iteration 62Q: 3 clusters Score -5856390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5856391.000000 Penalty: 5313.071289
	Iteration 63Q: 3 clusters Score -5856391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -5856399.500000 Penalty: 5313.071289
	Iteration 64Q: 3 clusters Score -5856400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5856392.500000 Penalty: 5313.071289
	Iteration 65Q: 3 clusters Score -5856392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5856382.500000 Penalty: 5313.071289
	Iteration 66Q: 3 clusters Score -5856382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5856393.500000 Penalty: 5313.071289
	Iteration 67Q: 3 clusters Score -5856394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5856408.000000 Penalty: 5313.071289
	Iteration 68Q: 3 clusters Score -5856408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5856433.500000 Penalty: 5313.071289
	Iteration 69Q: 3 clusters Score -5856434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5856432.500000 Penalty: 5313.071289
	Iteration 70Q: 3 clusters Score -5856432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -5856435.500000 Penalty: 5313.071289
	Iteration 71Q: 3 clusters Score -5856436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5856437.500000 Penalty: 5313.071289
	Iteration 72Q: 3 clusters Score -5856438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5856435.500000 Penalty: 5313.071289
	Iteration 73Q: 3 clusters Score -5856436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5856435.500000 Penalty: 5313.071289
	Iteration 74Q: 3 clusters Score -5856436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5856423.000000 Penalty: 5313.071289
	Iteration 75Q: 3 clusters Score -5856423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5856422.000000 Penalty: 5313.071289
	Iteration 76Q: 3 clusters Score -5856422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5856412.000000 Penalty: 5313.071289
	Iteration 77Q: 3 clusters Score -5856412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -5856422.000000 Penalty: 5313.071289
	Iteration 78Q: 3 clusters Score -5856422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5856422.500000 Penalty: 5313.071289
	Iteration 79Q: 3 clusters Score -5856422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -5856420.000000 Penalty: 5313.071289
	Iteration 80F: 3 clusters Score -5856420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5856418.500000 Penalty: 5313.071289
	Iteration 81Q: 3 clusters Score -5856418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5856430.000000 Penalty: 5313.071289
	Iteration 82Q: 3 clusters Score -5856430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5856428.000000 Penalty: 5313.071289
	Iteration 83Q: 3 clusters Score -5856428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5856451.000000 Penalty: 5313.071289
	Iteration 84Q: 3 clusters Score -5856451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -5856446.000000 Penalty: 5313.071289
	Iteration 85Q: 3 clusters Score -5856446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5856447.500000 Penalty: 5313.071289
	Iteration 86Q: 3 clusters Score -5856448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5856456.500000 Penalty: 5313.071289
	Iteration 87Q: 3 clusters Score -5856456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5856462.500000 Penalty: 5313.071289
	Iteration 88Q: 3 clusters Score -5856462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5856480.000000 Penalty: 5313.071289
	Iteration 89Q: 3 clusters Score -5856480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5856481.500000 Penalty: 5313.071289
	Iteration 90Q: 3 clusters Score -5856482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5856483.500000 Penalty: 5313.071289
	Iteration 91Q: 3 clusters Score -5856484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5856482.000000 Penalty: 5313.071289
	Iteration 92Q: 3 clusters Score -5856482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5856485.000000 Penalty: 5313.071289
	Iteration 93Q: 3 clusters Score -5856485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5856489.000000 Penalty: 5313.071289
	Iteration 94Q: 3 clusters Score -5856489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -5856501.500000 Penalty: 5313.071289
	Iteration 95Q: 3 clusters Score -5856502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5856497.500000 Penalty: 5313.071289
	Iteration 96Q: 3 clusters Score -5856498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5856501.500000 Penalty: 5313.071289
	Iteration 97Q: 3 clusters Score -5856502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5856515.000000 Penalty: 5313.071289
	Iteration 98Q: 3 clusters Score -5856515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5856509.500000 Penalty: 5313.071289
	Iteration 99Q: 3 clusters Score -5856510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5856511.500000 Penalty: 5313.071289
	Iteration 100F: 3 clusters Score -5856512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5856511.000000 Penalty: 5313.071289
	Iteration 101Q: 3 clusters Score -5856511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5856515.500000 Penalty: 5313.071289
	Iteration 102Q: 3 clusters Score -5856516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -5856525.000000 Penalty: 5313.071289
	Iteration 103Q: 3 clusters Score -5856525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -5856522.500000 Penalty: 5313.071289
	Iteration 104Q: 3 clusters Score -5856522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5856523.000000 Penalty: 5313.071289
	Iteration 105Q: 3 clusters Score -5856523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5856535.000000 Penalty: 5313.071289
	Iteration 106Q: 3 clusters Score -5856535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5856544.500000 Penalty: 5313.071289
	Iteration 107Q: 3 clusters Score -5856544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5856541.500000 Penalty: 5313.071289
	Iteration 108Q: 3 clusters Score -5856542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5856543.500000 Penalty: 5313.071289
	Iteration 109Q: 3 clusters Score -5856544 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5856543.000000 Penalty: 5313.071289
	Iteration 110Q: 3 clusters Score -5856543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5856549.000000 Penalty: 5313.071289
	Iteration 111Q: 3 clusters Score -5856549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5856556.500000 Penalty: 5313.071289
	Iteration 112Q: 3 clusters Score -5856556 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22313 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5856548 nChanged 34
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Mstep: Class 1 contains 22283 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5856546 nChanged 36
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Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5856565 nChanged 30
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Mstep: Class 1 contains 22229 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5856564 nChanged 33
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Mstep: Class 1 contains 22198 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5856569 nChanged 32
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Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5856562 nChanged 37
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Mstep: Class 1 contains 22141 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5856560 nChanged 45
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Mstep: Class 1 contains 22100 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5856566 nChanged 52
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Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5856564 nChanged 42
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Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5856572 nChanged 45
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 22931 members 
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	Iteration 125Q: 3 clusters Score -5856562 nChanged 39
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Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5856548 nChanged 38
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Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5856562 nChanged 33
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Mstep: Class 1 contains 21853 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5856568 nChanged 33
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Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5856558 nChanged 37
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Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5856560 nChanged 30
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Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5856568 nChanged 27
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Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5856577 nChanged 32
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5856572 nChanged 44
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Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5856582 nChanged 39
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Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5856574 nChanged 39
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Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5856590 nChanged 42
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Mstep: Class 1 contains 21512 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5856594 nChanged 41
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Mstep: Class 1 contains 21473 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5856582 nChanged 34
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Mstep: Class 1 contains 21443 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5856584 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21285 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5856580 nChanged 68
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Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 23667 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5856584 nChanged 73
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Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 23808 members 
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	Iteration 146Q: 3 clusters Score -5856590 nChanged 75
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Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5856604 nChanged 71
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Mstep: Class 1 contains 20940 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20743 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20620 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5856660 nChanged 130
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Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5856689 nChanged 144
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Mstep: Class 1 contains 20245 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5856702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5856706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5856724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5856730 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5856726 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5856760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5856780 nChanged 182
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Mstep: Class 1 contains 19108 members 
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	Iteration 161Q: 3 clusters Score -5856786 nChanged 168
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Mstep: Class 1 contains 18940 members 
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	Iteration 162Q: 3 clusters Score -5856800 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 26138 members 
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	Iteration 163Q: 3 clusters Score -5856841 nChanged 206
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	Iteration 164Q: 3 clusters Score -5856871 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 26553 members 
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	Iteration 165Q: 3 clusters Score -5856914 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5856934 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5856948 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5856979 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5857028 nChanged 252
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Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5857035 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5857071 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5857101 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5857151 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5857196 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5857224 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5857276 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5857344 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14782 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5857390 nChanged 374
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Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5857467 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5857554 nChanged 425
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Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5857659 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5857778 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5857912 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5858053 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5858182 nChanged 509
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Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5858300 nChanged 483
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Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5858425 nChanged 485
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Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5858537 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9677 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5858694 nChanged 461
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Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5858834 nChanged 437
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Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5858952 nChanged 413
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5859050 nChanged 415
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Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5859148 nChanged 368
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Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5859253 nChanged 360
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5859350 nChanged 355
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Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5859465 nChanged 393
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Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5859574 nChanged 383
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Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5859696 nChanged 350
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Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5859828 nChanged 320
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Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5859916 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5859980 nChanged 252
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Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5860030 nChanged 225
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5860110 nChanged 244
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5860162 nChanged 209
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Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5860239 nChanged 188
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Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5860287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5860342.500000 Penalty: 5313.071289
	Iteration 207Q: 3 clusters Score -5860342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5860374.000000 Penalty: 5313.071289
	Iteration 208Q: 3 clusters Score -5860374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5860441.000000 Penalty: 5313.071289
	Iteration 209Q: 3 clusters Score -5860441 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5860471.500000 Penalty: 5313.071289
	Iteration 210Q: 3 clusters Score -5860472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5860516.000000 Penalty: 5313.071289
	Iteration 211Q: 3 clusters Score -5860516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5860547.000000 Penalty: 5313.071289
	Iteration 212Q: 3 clusters Score -5860547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5860584.500000 Penalty: 5313.071289
	Iteration 213Q: 3 clusters Score -5860584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5860622.500000 Penalty: 5313.071289
	Iteration 214Q: 3 clusters Score -5860622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5860642.500000 Penalty: 5313.071289
	Iteration 215Q: 3 clusters Score -5860642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5860665.500000 Penalty: 5313.071289
	Iteration 216Q: 3 clusters Score -5860666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5860712.000000 Penalty: 5313.071289
	Iteration 217Q: 3 clusters Score -5860712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5860720.000000 Penalty: 5313.071289
	Iteration 218Q: 3 clusters Score -5860720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5860730.500000 Penalty: 5313.071289
	Iteration 219Q: 3 clusters Score -5860730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5860736.000000 Penalty: 5313.071289
	Iteration 220F: 3 clusters Score -5860736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5860754.500000 Penalty: 5313.071289
	Iteration 221Q: 3 clusters Score -5860754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5860761.000000 Penalty: 5313.071289
	Iteration 222Q: 3 clusters Score -5860761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5860774.000000 Penalty: 5313.071289
	Iteration 223Q: 3 clusters Score -5860774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5860804.500000 Penalty: 5313.071289
	Iteration 224Q: 3 clusters Score -5860804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5860815.000000 Penalty: 5313.071289
	Iteration 225Q: 3 clusters Score -5860815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -5860808.500000 Penalty: 5313.071289
	Iteration 226Q: 3 clusters Score -5860808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -5860823.500000 Penalty: 5313.071289
	Iteration 227Q: 3 clusters Score -5860824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5860832.000000 Penalty: 5313.071289
	Iteration 228Q: 3 clusters Score -5860832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5860822.500000 Penalty: 5313.071289
	Iteration 229Q: 3 clusters Score -5860822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5860837.500000 Penalty: 5313.071289
	Iteration 230Q: 3 clusters Score -5860838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5860846.500000 Penalty: 5313.071289
	Iteration 231Q: 3 clusters Score -5860846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5860846.500000 Penalty: 5313.071289
	Iteration 232Q: 3 clusters Score -5860846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5860839.500000 Penalty: 5313.071289
	Iteration 233Q: 3 clusters Score -5860840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5860836.500000 Penalty: 5313.071289
	Iteration 234Q: 3 clusters Score -5860836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5860841.000000 Penalty: 5313.071289
	Iteration 235Q: 3 clusters Score -5860841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5860834.000000 Penalty: 5313.071289
	Iteration 236Q: 3 clusters Score -5860834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -5860839.500000 Penalty: 5313.071289
	Iteration 237Q: 3 clusters Score -5860840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5860847.500000 Penalty: 5313.071289
	Iteration 238Q: 3 clusters Score -5860848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5860850.500000 Penalty: 5313.071289
	Iteration 239Q: 3 clusters Score -5860850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5860851.500000 Penalty: 5313.071289
	Iteration 240F: 3 clusters Score -5860852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5860845.000000 Penalty: 5313.071289
	Iteration 241Q: 3 clusters Score -5860845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5860854.000000 Penalty: 5313.071289
	Iteration 242Q: 3 clusters Score -5860854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5860844.000000 Penalty: 5313.071289
	Iteration 243Q: 3 clusters Score -5860844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5860858.000000 Penalty: 5313.071289
	Iteration 244Q: 3 clusters Score -5860858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5860865.000000 Penalty: 5313.071289
	Iteration 245Q: 3 clusters Score -5860865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5860864.500000 Penalty: 5313.071289
	Iteration 246Q: 3 clusters Score -5860864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5860867.000000 Penalty: 5313.071289
	Iteration 247Q: 3 clusters Score -5860867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5860856.000000 Penalty: 5313.071289
	Iteration 248Q: 3 clusters Score -5860856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5860868.500000 Penalty: 5313.071289
	Iteration 249Q: 3 clusters Score -5860868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5860858.500000 Penalty: 5313.071289
	Iteration 250Q: 3 clusters Score -5860858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -5860855.500000 Penalty: 5313.071289
	Iteration 251Q: 3 clusters Score -5860856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5860854.000000 Penalty: 5313.071289
	Iteration 252Q: 3 clusters Score -5860854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -5860857.000000 Penalty: 5313.071289
	Iteration 253Q: 3 clusters Score -5860857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5860861.500000 Penalty: 5313.071289
	Iteration 254Q: 3 clusters Score -5860862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5860868.000000 Penalty: 5313.071289
	Iteration 255Q: 3 clusters Score -5860868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5860863.000000 Penalty: 5313.071289
	Iteration 256Q: 3 clusters Score -5860863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5860863.000000 Penalty: 5313.071289
	Iteration 257F: 3 clusters Score -5860863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85045.953125 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85045.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85466.039062 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85466.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85643.570312 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85643.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85825.351562 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85825.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86008.617188 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -86008.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86117.195312 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -86117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86242.585938 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -86242.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86372.093750 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -86372.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86501.960938 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86501.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86730.031250 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -86730.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87017.023438 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87017.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87086.492188 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87086.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87121.992188 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -87121.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87157.453125 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -87157.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87161.906250 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -87161.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87161.906250 Penalty: 3308.700195
	Iteration 15F: 3 clusters Score -87161.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 203793 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182391 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145073 members 
Mstep: Class 8 contains 205497 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28251 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171134 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44884 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
Score: -166403808.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166405440.000000 to -166403808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -960003.750000 Penalty: 2210.326904
	Iteration 0F: 2 clusters Score -960003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -953978.937500 Penalty: 4420.653809
	Iteration 0F: 3 clusters Score -953978.9 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -955678.187500 Penalty: 4420.653809
	Iteration 1F: 3 clusters Score -955678.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -956124.875000 Penalty: 4420.653809
	Iteration 2F: 3 clusters Score -956124.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -956489.812500 Penalty: 4420.653809
	Iteration 3F: 3 clusters Score -956489.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -956820.187500 Penalty: 4420.653809
	Iteration 4F: 3 clusters Score -956820.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -957146.625000 Penalty: 4420.653809
	Iteration 5F: 3 clusters Score -957146.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -957488.187500 Penalty: 4420.653809
	Iteration 6F: 3 clusters Score -957488.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -957780.125000 Penalty: 4420.653809
	Iteration 7F: 3 clusters Score -957780.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -958015.937500 Penalty: 4420.653809
	Iteration 8Q: 3 clusters Score -958015.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -958175.750000 Penalty: 4420.653809
	Iteration 9Q: 3 clusters Score -958175.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -958261.687500 Penalty: 4420.653809
	Iteration 10Q: 3 clusters Score -958261.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -958324.937500 Penalty: 4420.653809
	Iteration 11Q: 3 clusters Score -958324.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -958358.625000 Penalty: 4420.653809
	Iteration 12Q: 3 clusters Score -958358.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -958374.375000 Penalty: 4420.653809
	Iteration 13Q: 3 clusters Score -958374.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -958390.687500 Penalty: 4420.653809
	Iteration 14Q: 3 clusters Score -958390.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -958397.875000 Penalty: 4420.653809
	Iteration 15Q: 3 clusters Score -958397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -958403.312500 Penalty: 4420.653809
	Iteration 16Q: 3 clusters Score -958403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -958411.750000 Penalty: 4420.653809
	Iteration 17Q: 3 clusters Score -958411.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -958418.312500 Penalty: 4420.653809
	Iteration 18Q: 3 clusters Score -958418.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -958427.125000 Penalty: 4420.653809
	Iteration 19Q: 3 clusters Score -958427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -958436.437500 Penalty: 4420.653809
	Iteration 20F: 3 clusters Score -958436.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -958439.187500 Penalty: 4420.653809
	Iteration 21Q: 3 clusters Score -958439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -958440.375000 Penalty: 4420.653809
	Iteration 22Q: 3 clusters Score -958440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -958440.937500 Penalty: 4420.653809
	Iteration 23Q: 3 clusters Score -958440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -958440.562500 Penalty: 4420.653809
	Iteration 24Q: 3 clusters Score -958440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -958441.750000 Penalty: 4420.653809
	Iteration 25Q: 3 clusters Score -958441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -958441.750000 Penalty: 4420.653809
	Iteration 26F: 3 clusters Score -958441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -958407.125000 Penalty: 2211.393311
	Iteration 0F: 2 clusters Score -958407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -952280.500000 Penalty: 4422.786621
	Iteration 0F: 3 clusters Score -952280.5 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -953928.312500 Penalty: 4422.786621
	Iteration 1F: 3 clusters Score -953928.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -954246.437500 Penalty: 4422.786621
	Iteration 2F: 3 clusters Score -954246.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -954482.937500 Penalty: 4422.786621
	Iteration 3F: 3 clusters Score -954482.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -954705.875000 Penalty: 4422.786621
	Iteration 4Q: 3 clusters Score -954705.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -954897.375000 Penalty: 4422.786621
	Iteration 5Q: 3 clusters Score -954897.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -955068.625000 Penalty: 4422.786621
	Iteration 6Q: 3 clusters Score -955068.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -955227.875000 Penalty: 4422.786621
	Iteration 7Q: 3 clusters Score -955227.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -955406.500000 Penalty: 4422.786621
	Iteration 8Q: 3 clusters Score -955406.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -955591.187500 Penalty: 4422.786621
	Iteration 9Q: 3 clusters Score -955591.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -955770.937500 Penalty: 4422.786621
	Iteration 10Q: 3 clusters Score -955770.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -955933.062500 Penalty: 4422.786621
	Iteration 11Q: 3 clusters Score -955933.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -956102.000000 Penalty: 4422.786621
	Iteration 12Q: 3 clusters Score -956102 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -956244.437500 Penalty: 4422.786621
	Iteration 13Q: 3 clusters Score -956244.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -956346.562500 Penalty: 4422.786621
	Iteration 14Q: 3 clusters Score -956346.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -956414.687500 Penalty: 4422.786621
	Iteration 15Q: 3 clusters Score -956414.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -956465.500000 Penalty: 4422.786621
	Iteration 16Q: 3 clusters Score -956465.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -956513.625000 Penalty: 4422.786621
	Iteration 17Q: 3 clusters Score -956513.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -956537.437500 Penalty: 4422.786621
	Iteration 18Q: 3 clusters Score -956537.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -956559.937500 Penalty: 4422.786621
	Iteration 19Q: 3 clusters Score -956559.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -956580.437500 Penalty: 4422.786621
	Iteration 20F: 3 clusters Score -956580.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -956597.875000 Penalty: 4422.786621
	Iteration 21Q: 3 clusters Score -956597.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -956624.812500 Penalty: 4422.786621
	Iteration 22Q: 3 clusters Score -956624.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -956663.875000 Penalty: 4422.786621
	Iteration 23Q: 3 clusters Score -956663.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -956702.812500 Penalty: 4422.786621
	Iteration 24Q: 3 clusters Score -956702.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -956725.187500 Penalty: 4422.786621
	Iteration 25Q: 3 clusters Score -956725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -956739.625000 Penalty: 4422.786621
	Iteration 26Q: 3 clusters Score -956739.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -956744.312500 Penalty: 4422.786621
	Iteration 27Q: 3 clusters Score -956744.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -956753.687500 Penalty: 4422.786621
	Iteration 28Q: 3 clusters Score -956753.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -956760.500000 Penalty: 4422.786621
	Iteration 29Q: 3 clusters Score -956760.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -956768.437500 Penalty: 4422.786621
	Iteration 30Q: 3 clusters Score -956768.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -956776.937500 Penalty: 4422.786621
	Iteration 31Q: 3 clusters Score -956776.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -956782.812500 Penalty: 4422.786621
	Iteration 32Q: 3 clusters Score -956782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -956790.437500 Penalty: 4422.786621
	Iteration 33Q: 3 clusters Score -956790.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -956795.812500 Penalty: 4422.786621
	Iteration 34Q: 3 clusters Score -956795.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -956800.375000 Penalty: 4422.786621
	Iteration 35Q: 3 clusters Score -956800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -956808.062500 Penalty: 4422.786621
	Iteration 36Q: 3 clusters Score -956808.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -956813.687500 Penalty: 4422.786621
	Iteration 37Q: 3 clusters Score -956813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -956821.062500 Penalty: 4422.786621
	Iteration 38Q: 3 clusters Score -956821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -956825.875000 Penalty: 4422.786621
	Iteration 39Q: 3 clusters Score -956825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -956830.875000 Penalty: 4422.786621
	Iteration 40F: 3 clusters Score -956830.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -956838.562500 Penalty: 4422.786621
	Iteration 41Q: 3 clusters Score -956838.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -956842.500000 Penalty: 4422.786621
	Iteration 42Q: 3 clusters Score -956842.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -956845.812500 Penalty: 4422.786621
	Iteration 43Q: 3 clusters Score -956845.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -956850.812500 Penalty: 4422.786621
	Iteration 44Q: 3 clusters Score -956850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -956853.937500 Penalty: 4422.786621
	Iteration 45Q: 3 clusters Score -956853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -956859.687500 Penalty: 4422.786621
	Iteration 46Q: 3 clusters Score -956859.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -956861.625000 Penalty: 4422.786621
	Iteration 47Q: 3 clusters Score -956861.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -956865.125000 Penalty: 4422.786621
	Iteration 48Q: 3 clusters Score -956865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -956870.125000 Penalty: 4422.786621
	Iteration 49Q: 3 clusters Score -956870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -956875.312500 Penalty: 4422.786621
	Iteration 50Q: 3 clusters Score -956875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -956877.687500 Penalty: 4422.786621
	Iteration 51Q: 3 clusters Score -956877.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -956884.875000 Penalty: 4422.786621
	Iteration 52Q: 3 clusters Score -956884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -956886.500000 Penalty: 4422.786621
	Iteration 53Q: 3 clusters Score -956886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -956889.437500 Penalty: 4422.786621
	Iteration 54Q: 3 clusters Score -956889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -956891.500000 Penalty: 4422.786621
	Iteration 55Q: 3 clusters Score -956891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -956893.625000 Penalty: 4422.786621
	Iteration 56Q: 3 clusters Score -956893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -956895.125000 Penalty: 4422.786621
	Iteration 57Q: 3 clusters Score -956895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -956894.187500 Penalty: 4422.786621
	Iteration 58Q: 3 clusters Score -956894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -956894.312500 Penalty: 4422.786621
	Iteration 59Q: 3 clusters Score -956894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -956896.812500 Penalty: 4422.786621
	Iteration 60F: 3 clusters Score -956896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -956896.750000 Penalty: 4422.786621
	Iteration 61Q: 3 clusters Score -956896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -956897.687500 Penalty: 4422.786621
	Iteration 62Q: 3 clusters Score -956897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -956898.187500 Penalty: 4422.786621
	Iteration 63Q: 3 clusters Score -956898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -956900.875000 Penalty: 4422.786621
	Iteration 64Q: 3 clusters Score -956900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -956900.875000 Penalty: 4422.786621
	Iteration 65F: 3 clusters Score -956900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -226409.500000 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -226409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224013.687500 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -224013.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224750.890625 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -224750.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225234.343750 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -225234.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -225483.187500 Penalty: 3744.606201
	Iteration 3F: 3 clusters Score -225483.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225639.171875 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -225639.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -225718.906250 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -225718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -225805.875000 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -225805.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -225824.062500 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -225824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -225831.500000 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -225831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225836.265625 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -225836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225837.421875 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -225837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -225838.343750 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -225838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -225838.703125 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -225838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -225838.703125 Penalty: 3744.606201
	Iteration 13F: 3 clusters Score -225838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Entering Unmasked Estep 
Score: -2529084.500000 Penalty: 2452.631104
	Iteration 0F: 2 clusters Score -2529084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2515183.500000 Penalty: 4905.262207
	Iteration 0F: 3 clusters Score -2515184 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2519786.750000 Penalty: 4905.262207
	Iteration 1F: 3 clusters Score -2519787 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2520097.750000 Penalty: 4905.262207
	Iteration 2Q: 3 clusters Score -2520098 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2520349.000000 Penalty: 4905.262207
	Iteration 3Q: 3 clusters Score -2520349 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2520533.500000 Penalty: 4905.262207
	Iteration 4Q: 3 clusters Score -2520534 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2520702.500000 Penalty: 4905.262207
	Iteration 5Q: 3 clusters Score -2520702 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2520874.000000 Penalty: 4905.262207
	Iteration 6Q: 3 clusters Score -2520874 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2521064.250000 Penalty: 4905.262207
	Iteration 7Q: 3 clusters Score -2521064 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2521273.250000 Penalty: 4905.262207
	Iteration 8Q: 3 clusters Score -2521273 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2521563.000000 Penalty: 4905.262207
	Iteration 9Q: 3 clusters Score -2521563 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2521958.000000 Penalty: 4905.262207
	Iteration 10Q: 3 clusters Score -2521958 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2522550.000000 Penalty: 4905.262207
	Iteration 11Q: 3 clusters Score -2522550 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2523357.500000 Penalty: 4905.262207
	Iteration 12F: 3 clusters Score -2523358 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2524328.250000 Penalty: 4905.262207
	Iteration 13F: 3 clusters Score -2524328 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2525323.500000 Penalty: 4905.262207
	Iteration 14F: 3 clusters Score -2525324 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2526031.750000 Penalty: 4905.262207
	Iteration 15Q: 3 clusters Score -2526032 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2526432.250000 Penalty: 4905.262207
	Iteration 16Q: 3 clusters Score -2526432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2526650.000000 Penalty: 4905.262207
	Iteration 17Q: 3 clusters Score -2526650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2526751.250000 Penalty: 4905.262207
	Iteration 18Q: 3 clusters Score -2526751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2526805.500000 Penalty: 4905.262207
	Iteration 19Q: 3 clusters Score -2526806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2526849.000000 Penalty: 4905.262207
	Iteration 20F: 3 clusters Score -2526849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2526872.000000 Penalty: 4905.262207
	Iteration 21Q: 3 clusters Score -2526872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2526890.500000 Penalty: 4905.262207
	Iteration 22Q: 3 clusters Score -2526890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2526902.250000 Penalty: 4905.262207
	Iteration 23Q: 3 clusters Score -2526902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2526912.250000 Penalty: 4905.262207
	Iteration 24Q: 3 clusters Score -2526912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2526918.750000 Penalty: 4905.262207
	Iteration 25Q: 3 clusters Score -2526919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2526921.250000 Penalty: 4905.262207
	Iteration 26Q: 3 clusters Score -2526921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2526925.250000 Penalty: 4905.262207
	Iteration 27Q: 3 clusters Score -2526925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2526924.750000 Penalty: 4905.262207
	Iteration 28Q: 3 clusters Score -2526925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2526929.750000 Penalty: 4905.262207
	Iteration 29Q: 3 clusters Score -2526930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2526926.750000 Penalty: 4905.262207
	Iteration 30Q: 3 clusters Score -2526927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2526926.750000 Penalty: 4905.262207
	Iteration 31F: 3 clusters Score -2526927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -549371.187500 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -549371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -545297.750000 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -545297.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -546228.250000 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -546228.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -546439.812500 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -546439.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -546567.750000 Penalty: 4157.956055
	Iteration 3Q: 3 clusters Score -546567.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -546646.250000 Penalty: 4157.956055
	Iteration 4Q: 3 clusters Score -546646.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -546706.875000 Penalty: 4157.956055
	Iteration 5Q: 3 clusters Score -546706.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -546754.812500 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -546754.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -546782.937500 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -546782.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -546805.875000 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -546805.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -546826.812500 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -546826.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -546849.437500 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -546849.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -546865.562500 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -546865.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -546882.812500 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -546882.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -546900.875000 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -546900.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -546914.125000 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -546914.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -546925.375000 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -546925.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -546934.250000 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -546934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -546940.000000 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -546940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -546942.062500 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -546942.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -546947.125000 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -546947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546952.937500 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -546952.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -546959.312500 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -546959.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -546965.500000 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -546965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -546969.687500 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -546969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -546972.437500 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -546972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -546977.750000 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -546977.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -546984.125000 Penalty: 4157.956055
	Iteration 26Q: 3 clusters Score -546984.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -546992.875000 Penalty: 4157.956055
	Iteration 27Q: 3 clusters Score -546992.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -547008.312500 Penalty: 4157.956055
	Iteration 28Q: 3 clusters Score -547008.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -547024.187500 Penalty: 4157.956055
	Iteration 29Q: 3 clusters Score -547024.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -547040.312500 Penalty: 4157.956055
	Iteration 30Q: 3 clusters Score -547040.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -547052.687500 Penalty: 4157.956055
	Iteration 31Q: 3 clusters Score -547052.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -547061.500000 Penalty: 4157.956055
	Iteration 32Q: 3 clusters Score -547061.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -547069.812500 Penalty: 4157.956055
	Iteration 33Q: 3 clusters Score -547069.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -547076.562500 Penalty: 4157.956055
	Iteration 34Q: 3 clusters Score -547076.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -547082.062500 Penalty: 4157.956055
	Iteration 35Q: 3 clusters Score -547082.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -547088.562500 Penalty: 4157.956055
	Iteration 36Q: 3 clusters Score -547088.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -547095.750000 Penalty: 4157.956055
	Iteration 37Q: 3 clusters Score -547095.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547107.500000 Penalty: 4157.956055
	Iteration 38Q: 3 clusters Score -547107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -547116.562500 Penalty: 4157.956055
	Iteration 39Q: 3 clusters Score -547116.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -547126.687500 Penalty: 4157.956055
	Iteration 40F: 3 clusters Score -547126.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -547139.875000 Penalty: 4157.956055
	Iteration 41Q: 3 clusters Score -547139.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -547152.687500 Penalty: 4157.956055
	Iteration 42Q: 3 clusters Score -547152.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -547166.500000 Penalty: 4157.956055
	Iteration 43Q: 3 clusters Score -547166.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -547182.437500 Penalty: 4157.956055
	Iteration 44Q: 3 clusters Score -547182.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -547200.500000 Penalty: 4157.956055
	Iteration 45Q: 3 clusters Score -547200.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -547218.312500 Penalty: 4157.956055
	Iteration 46Q: 3 clusters Score -547218.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -547237.562500 Penalty: 4157.956055
	Iteration 47Q: 3 clusters Score -547237.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -547266.437500 Penalty: 4157.956055
	Iteration 48Q: 3 clusters Score -547266.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -547300.812500 Penalty: 4157.956055
	Iteration 49Q: 3 clusters Score -547300.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -547341.062500 Penalty: 4157.956055
	Iteration 50Q: 3 clusters Score -547341.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -547385.812500 Penalty: 4157.956055
	Iteration 51Q: 3 clusters Score -547385.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -547433.062500 Penalty: 4157.956055
	Iteration 52Q: 3 clusters Score -547433.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -547476.500000 Penalty: 4157.956055
	Iteration 53Q: 3 clusters Score -547476.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -547530.125000 Penalty: 4157.956055
	Iteration 54Q: 3 clusters Score -547530.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -547598.687500 Penalty: 4157.956055
	Iteration 55Q: 3 clusters Score -547598.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -547643.375000 Penalty: 4157.956055
	Iteration 56Q: 3 clusters Score -547643.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -547680.937500 Penalty: 4157.956055
	Iteration 57Q: 3 clusters Score -547680.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -547720.562500 Penalty: 4157.956055
	Iteration 58Q: 3 clusters Score -547720.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -547755.187500 Penalty: 4157.956055
	Iteration 59Q: 3 clusters Score -547755.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -547770.625000 Penalty: 4157.956055
	Iteration 60F: 3 clusters Score -547770.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -547785.937500 Penalty: 4157.956055
	Iteration 61Q: 3 clusters Score -547785.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -547799.750000 Penalty: 4157.956055
	Iteration 62Q: 3 clusters Score -547799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -547811.375000 Penalty: 4157.956055
	Iteration 63Q: 3 clusters Score -547811.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -547827.812500 Penalty: 4157.956055
	Iteration 64Q: 3 clusters Score -547827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -547839.500000 Penalty: 4157.956055
	Iteration 65Q: 3 clusters Score -547839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -547844.812500 Penalty: 4157.956055
	Iteration 66Q: 3 clusters Score -547844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -547847.687500 Penalty: 4157.956055
	Iteration 67Q: 3 clusters Score -547847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -547848.375000 Penalty: 4157.956055
	Iteration 68Q: 3 clusters Score -547848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -547849.375000 Penalty: 4157.956055
	Iteration 69Q: 3 clusters Score -547849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -547851.625000 Penalty: 4157.956055
	Iteration 70Q: 3 clusters Score -547851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -547851.500000 Penalty: 4157.956055
	Iteration 71Q: 3 clusters Score -547851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -547852.687500 Penalty: 4157.956055
	Iteration 72Q: 3 clusters Score -547852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -547852.687500 Penalty: 4157.956055
	Iteration 73F: 3 clusters Score -547852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 203793 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182391 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145073 members 
Mstep: Class 8 contains 205497 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28251 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171134 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44884 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 359Q: 23 clusters Score -1.664054e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196572 members 
Mstep: Class 2 contains 203794 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55657 members 
Mstep: Class 5 contains 182401 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145097 members 
Mstep: Class 8 contains 205481 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28227 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171137 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44883 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 360F: 23 clusters Score -1.664054e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196590 members 
Mstep: Class 2 contains 203795 members 
Mstep: Class 3 contains 30361 members 
Mstep: Class 4 contains 55657 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145107 members 
Mstep: Class 8 contains 205462 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28200 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171147 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405360.000000 Penalty: 76877.992188
Iteration 361Q: 23 clusters Score -1.664054e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196589 members 
Mstep: Class 2 contains 203803 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182426 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145113 members 
Mstep: Class 8 contains 205448 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28173 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171164 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 44885 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405296.000000 Penalty: 76877.992188
Iteration 362Q: 23 clusters Score -1.664053e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 203805 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55657 members 
Mstep: Class 5 contains 182449 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145118 members 
Mstep: Class 8 contains 205429 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28156 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171183 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7416 members 
Mstep: Class 19 contains 7444 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405328.000000 Penalty: 76877.992188
Iteration 363Q: 23 clusters Score -1.664053e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196608 members 
Mstep: Class 2 contains 203806 members 
Mstep: Class 3 contains 30363 members 
Mstep: Class 4 contains 55662 members 
Mstep: Class 5 contains 182454 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145137 members 
Mstep: Class 8 contains 205392 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28140 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171195 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19722 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405344.000000 Penalty: 76877.992188
Iteration 364Q: 23 clusters Score -1.664053e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196633 members 
Mstep: Class 2 contains 203798 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 55660 members 
Mstep: Class 5 contains 182456 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145146 members 
Mstep: Class 8 contains 205346 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28120 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171232 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44877 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405296.000000 Penalty: 76877.992188
Iteration 365Q: 23 clusters Score -1.664053e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196635 members 
Mstep: Class 2 contains 203798 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 55658 members 
Mstep: Class 5 contains 182449 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145163 members 
Mstep: Class 8 contains 205331 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28103 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171253 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44873 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19731 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405040.000000 Penalty: 76877.992188
Iteration 366Q: 23 clusters Score -1.66405e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 203804 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 55657 members 
Mstep: Class 5 contains 182436 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145175 members 
Mstep: Class 8 contains 205309 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28094 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171271 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44869 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7398 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19730 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405168.000000 Penalty: 76877.992188
Iteration 367Q: 23 clusters Score -1.664052e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196670 members 
Mstep: Class 2 contains 203808 members 
Mstep: Class 3 contains 30365 members 
Mstep: Class 4 contains 55652 members 
Mstep: Class 5 contains 182437 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145179 members 
Mstep: Class 8 contains 205287 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171293 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44865 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405280.000000 Penalty: 76877.992188
Iteration 368Q: 23 clusters Score -1.664053e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196690 members 
Mstep: Class 2 contains 203806 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55651 members 
Mstep: Class 5 contains 182467 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145172 members 
Mstep: Class 8 contains 205249 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 28069 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171319 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44867 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7387 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19719 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405312.000000 Penalty: 76877.992188
Iteration 369Q: 23 clusters Score -1.664053e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196691 members 
Mstep: Class 2 contains 203797 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55648 members 
Mstep: Class 5 contains 182478 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145177 members 
Mstep: Class 8 contains 205249 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28053 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171342 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44865 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7377 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405168.000000 Penalty: 76877.992188
Iteration 370Q: 23 clusters Score -1.664052e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196705 members 
Mstep: Class 2 contains 203792 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55648 members 
Mstep: Class 5 contains 182501 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145191 members 
Mstep: Class 8 contains 205226 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28039 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171345 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44857 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19711 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405280.000000 Penalty: 76877.992188
Iteration 371Q: 23 clusters Score -1.664053e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196714 members 
Mstep: Class 2 contains 203780 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55650 members 
Mstep: Class 5 contains 182524 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145209 members 
Mstep: Class 8 contains 205218 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 28019 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171352 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44847 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7364 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405408.000000 Penalty: 76877.992188
Iteration 372Q: 23 clusters Score -1.664054e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196728 members 
Mstep: Class 2 contains 203771 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 55647 members 
Mstep: Class 5 contains 182532 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145228 members 
Mstep: Class 8 contains 205210 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 28000 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44845 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7362 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405488.000000 Penalty: 76877.992188
Iteration 373Q: 23 clusters Score -1.664055e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196740 members 
Mstep: Class 2 contains 203771 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55652 members 
Mstep: Class 5 contains 182543 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145253 members 
Mstep: Class 8 contains 205189 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 27979 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44843 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405680.000000 Penalty: 76877.992188
Iteration 374Q: 23 clusters Score -1.664057e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196765 members 
Mstep: Class 2 contains 203770 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182547 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145277 members 
Mstep: Class 8 contains 205156 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 27962 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171354 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44838 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7353 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405776.000000 Penalty: 76877.992188
Iteration 375Q: 23 clusters Score -1.664058e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196786 members 
Mstep: Class 2 contains 203768 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 182551 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145298 members 
Mstep: Class 8 contains 205136 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27941 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171354 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44831 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7353 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19712 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405824.000000 Penalty: 76877.992188
Iteration 376Q: 23 clusters Score -1.664058e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196811 members 
Mstep: Class 2 contains 203767 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 182537 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145325 members 
Mstep: Class 8 contains 205134 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27920 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171345 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44829 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19711 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405808.000000 Penalty: 76877.992188
Iteration 377Q: 23 clusters Score -1.664058e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196808 members 
Mstep: Class 2 contains 203765 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55655 members 
Mstep: Class 5 contains 182529 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145348 members 
Mstep: Class 8 contains 205158 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27902 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171339 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44825 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19706 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405744.000000 Penalty: 76877.992188
Iteration 378Q: 23 clusters Score -1.664057e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196808 members 
Mstep: Class 2 contains 203764 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55660 members 
Mstep: Class 5 contains 182517 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145369 members 
Mstep: Class 8 contains 205170 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27888 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171330 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44826 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405616.000000 Penalty: 76877.992188
Iteration 379Q: 23 clusters Score -1.664056e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196809 members 
Mstep: Class 2 contains 203769 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55662 members 
Mstep: Class 5 contains 182509 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145377 members 
Mstep: Class 8 contains 205161 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27874 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171352 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44822 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19704 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405648.000000 Penalty: 76877.992188
Iteration 380F: 23 clusters Score -1.664056e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196811 members 
Mstep: Class 2 contains 203776 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182497 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145391 members 
Mstep: Class 8 contains 205147 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 27864 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171362 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44823 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7346 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405648.000000 Penalty: 76877.992188
Iteration 381Q: 23 clusters Score -1.664056e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196816 members 
Mstep: Class 2 contains 203783 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182503 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145405 members 
Mstep: Class 8 contains 205126 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 27850 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171370 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44822 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405648.000000 Penalty: 76877.992188
Iteration 382Q: 23 clusters Score -1.664056e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196812 members 
Mstep: Class 2 contains 203785 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55670 members 
Mstep: Class 5 contains 182487 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145423 members 
Mstep: Class 8 contains 205135 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 27843 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171374 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44820 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19695 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 383Q: 23 clusters Score -1.664056e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 203788 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 182472 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145429 members 
Mstep: Class 8 contains 205142 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 27825 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171400 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44819 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7338 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19686 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 384Q: 23 clusters Score -1.664056e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196812 members 
Mstep: Class 2 contains 203782 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55682 members 
Mstep: Class 5 contains 182457 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145434 members 
Mstep: Class 8 contains 205158 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171408 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44818 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 22 contains 19677 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 385Q: 23 clusters Score -1.664056e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196820 members 
Mstep: Class 2 contains 203789 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 182442 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145442 members 
Mstep: Class 8 contains 205137 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27807 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171429 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44817 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7328 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19670 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405376.000000 Penalty: 76877.992188
Iteration 386Q: 23 clusters Score -1.664054e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 203796 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55692 members 
Mstep: Class 5 contains 182428 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145450 members 
Mstep: Class 8 contains 205129 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27799 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171434 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44816 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19665 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405440.000000 Penalty: 76877.992188
Iteration 387Q: 23 clusters Score -1.664054e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196841 members 
Mstep: Class 2 contains 203797 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55693 members 
Mstep: Class 5 contains 182399 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145464 members 
Mstep: Class 8 contains 205121 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27792 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171452 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44814 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19666 members 
Mstep: Class 24 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405504.000000 Penalty: 76877.992188
Iteration 388Q: 23 clusters Score -1.664055e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 203793 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55692 members 
Mstep: Class 5 contains 182391 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145478 members 
Mstep: Class 8 contains 205106 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27780 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171472 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44811 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7317 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19671 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405472.000000 Penalty: 76877.992188
Iteration 389Q: 23 clusters Score -1.664055e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 203794 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 182398 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145484 members 
Mstep: Class 8 contains 205099 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 27775 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171479 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44809 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19679 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 390Q: 23 clusters Score -1.664056e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 203796 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 182392 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145503 members 
Mstep: Class 8 contains 205092 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27763 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171489 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44811 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 22 contains 19688 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405680.000000 Penalty: 76877.992188
Iteration 391Q: 23 clusters Score -1.664057e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 203795 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55687 members 
Mstep: Class 5 contains 182383 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145518 members 
Mstep: Class 8 contains 205087 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 27754 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171488 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44810 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7311 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19689 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 392Q: 23 clusters Score -1.664057e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 203789 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 182369 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145533 members 
Mstep: Class 8 contains 205090 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 27738 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171509 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44807 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 22 contains 19692 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405712.000000 Penalty: 76877.992188
Iteration 393Q: 23 clusters Score -1.664057e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 203791 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55690 members 
Mstep: Class 5 contains 182347 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145556 members 
Mstep: Class 8 contains 205079 members 
Mstep: Class 9 contains 5469 members 
Mstep: Class 10 contains 27725 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171524 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44805 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405536.000000 Penalty: 76877.992188
Iteration 394Q: 23 clusters Score -1.664055e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196860 members 
Mstep: Class 2 contains 203795 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 182331 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145564 members 
Mstep: Class 8 contains 205075 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 27709 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171541 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44808 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19697 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 395Q: 23 clusters Score -1.664057e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196863 members 
Mstep: Class 2 contains 203791 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 182323 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145574 members 
Mstep: Class 8 contains 205081 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 27696 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171548 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44808 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7290 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405536.000000 Penalty: 76877.992188
Iteration 396Q: 23 clusters Score -1.664055e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 203779 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 182315 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145581 members 
Mstep: Class 8 contains 205092 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 27685 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171560 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44809 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7291 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19695 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 397Q: 23 clusters Score -1.664056e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196873 members 
Mstep: Class 2 contains 203779 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55681 members 
Mstep: Class 5 contains 182295 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145597 members 
Mstep: Class 8 contains 205101 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 27669 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171569 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44807 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 398Q: 23 clusters Score -1.664056e+08 nChanged 210
Entering ConstructFrom: 
Score: -166405584.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (196889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Entering Unmasked Estep 
Score: -25229510.000000 Penalty: 3023.218018
	Iteration 0F: 2 clusters Score -2.522951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -25101134.000000 Penalty: 6046.436035
	Iteration 0F: 3 clusters Score -2.510113e+07 nChanged 94703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -25155848.000000 Penalty: 6046.436035
	Iteration 1F: 3 clusters Score -2.515585e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -25157214.000000 Penalty: 6046.436035
	Iteration 2Q: 3 clusters Score -2.515721e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -25160004.000000 Penalty: 6046.436035
	Iteration 3Q: 3 clusters Score -2.516e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126153 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -25165308.000000 Penalty: 6046.436035
	Iteration 4F: 3 clusters Score -2.516531e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -25175388.000000 Penalty: 6046.436035
	Iteration 5F: 3 clusters Score -2.517539e+07 nChanged 18137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -25191046.000000 Penalty: 6046.436035
	Iteration 6F: 3 clusters Score -2.519105e+07 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176188 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -25209068.000000 Penalty: 6046.436035
	Iteration 7F: 3 clusters Score -2.520907e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188569 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -25220570.000000 Penalty: 6046.436035
	Iteration 8F: 3 clusters Score -2.522057e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -25224998.000000 Penalty: 6046.436035
	Iteration 9Q: 3 clusters Score -2.5225e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195751 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -25226284.000000 Penalty: 6046.436035
	Iteration 10Q: 3 clusters Score -2.522628e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25226676.000000 Penalty: 6046.436035
	Iteration 11Q: 3 clusters Score -2.522668e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -25226838.000000 Penalty: 6046.436035
	Iteration 12Q: 3 clusters Score -2.522684e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196451 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25226902.000000 Penalty: 6046.436035
	Iteration 13Q: 3 clusters Score -2.52269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196478 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25226966.000000 Penalty: 6046.436035
	Iteration 14Q: 3 clusters Score -2.522697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196496 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25227002.000000 Penalty: 6046.436035
	Iteration 15Q: 3 clusters Score -2.5227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196506 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25227014.000000 Penalty: 6046.436035
	Iteration 16Q: 3 clusters Score -2.522701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196514 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -25226990.000000 Penalty: 6046.436035
	Iteration 17Q: 3 clusters Score -2.522699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196518 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25227012.000000 Penalty: 6046.436035
	Iteration 18Q: 3 clusters Score -2.522701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25227026.000000 Penalty: 6046.436035
	Iteration 19Q: 3 clusters Score -2.522703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196528 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25227030.000000 Penalty: 6046.436035
	Iteration 20F: 3 clusters Score -2.522703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196527 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25227032.000000 Penalty: 6046.436035
	Iteration 21Q: 3 clusters Score -2.522703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196527 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25227010.000000 Penalty: 6046.436035
	Iteration 22Q: 3 clusters Score -2.522701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25227016.000000 Penalty: 6046.436035
	Iteration 23Q: 3 clusters Score -2.522702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25227018.000000 Penalty: 6046.436035
	Iteration 24Q: 3 clusters Score -2.522702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25227032.000000 Penalty: 6046.436035
	Iteration 25Q: 3 clusters Score -2.522703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25227042.000000 Penalty: 6046.436035
	Iteration 26Q: 3 clusters Score -2.522704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25227038.000000 Penalty: 6046.436035
	Iteration 27Q: 3 clusters Score -2.522704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25227038.000000 Penalty: 6046.436035
	Iteration 28Q: 3 clusters Score -2.522704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25227038.000000 Penalty: 6046.436035
	Iteration 29F: 3 clusters Score -2.522704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203777 members 
Entering Unmasked Estep 
Score: -26457590.000000 Penalty: 3031.745850
	Iteration 0F: 2 clusters Score -2.645759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -26351632.000000 Penalty: 6063.491699
	Iteration 0F: 3 clusters Score -2.635163e+07 nChanged 98262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -26409842.000000 Penalty: 6063.491699
	Iteration 1F: 3 clusters Score -2.640984e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -26410806.000000 Penalty: 6063.491699
	Iteration 2Q: 3 clusters Score -2.641081e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -26412016.000000 Penalty: 6063.491699
	Iteration 3Q: 3 clusters Score -2.641202e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -26413330.000000 Penalty: 6063.491699
	Iteration 4Q: 3 clusters Score -2.641333e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -26415718.000000 Penalty: 6063.491699
	Iteration 5Q: 3 clusters Score -2.641572e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -26419670.000000 Penalty: 6063.491699
	Iteration 6Q: 3 clusters Score -2.641967e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 125237 members 
Entering Unmasked Estep 
Score: -26424942.000000 Penalty: 6063.491699
	Iteration 7Q: 3 clusters Score -2.642494e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -26432634.000000 Penalty: 6063.491699
	Iteration 8F: 3 clusters Score -2.643263e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -26442076.000000 Penalty: 6063.491699
	Iteration 9F: 3 clusters Score -2.644208e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -26451696.000000 Penalty: 6063.491699
	Iteration 10F: 3 clusters Score -2.64517e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -26458284.000000 Penalty: 6063.491699
	Iteration 11F: 3 clusters Score -2.645828e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -26460982.000000 Penalty: 6063.491699
	Iteration 12Q: 3 clusters Score -2.646098e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 149051 members 
Entering Unmasked Estep 
Score: -26462034.000000 Penalty: 6063.491699
	Iteration 13Q: 3 clusters Score -2.646203e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 150092 members 
Entering Unmasked Estep 
Score: -26462614.000000 Penalty: 6063.491699
	Iteration 14Q: 3 clusters Score -2.646261e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -26463130.000000 Penalty: 6063.491699
	Iteration 15Q: 3 clusters Score -2.646313e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -26463696.000000 Penalty: 6063.491699
	Iteration 16Q: 3 clusters Score -2.64637e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -26464196.000000 Penalty: 6063.491699
	Iteration 17Q: 3 clusters Score -2.64642e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -26464494.000000 Penalty: 6063.491699
	Iteration 18Q: 3 clusters Score -2.646449e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -26464856.000000 Penalty: 6063.491699
	Iteration 19Q: 3 clusters Score -2.646486e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -26465196.000000 Penalty: 6063.491699
	Iteration 20F: 3 clusters Score -2.64652e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -26465444.000000 Penalty: 6063.491699
	Iteration 21Q: 3 clusters Score -2.646544e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -26465652.000000 Penalty: 6063.491699
	Iteration 22Q: 3 clusters Score -2.646565e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -26465990.000000 Penalty: 6063.491699
	Iteration 23Q: 3 clusters Score -2.646599e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -26466318.000000 Penalty: 6063.491699
	Iteration 24Q: 3 clusters Score -2.646632e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -26466672.000000 Penalty: 6063.491699
	Iteration 25Q: 3 clusters Score -2.646667e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -26467006.000000 Penalty: 6063.491699
	Iteration 26Q: 3 clusters Score -2.646701e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -26467274.000000 Penalty: 6063.491699
	Iteration 27Q: 3 clusters Score -2.646727e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 165546 members 
Entering Unmasked Estep 
Score: -26467820.000000 Penalty: 6063.491699
	Iteration 28Q: 3 clusters Score -2.646782e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -26468102.000000 Penalty: 6063.491699
	Iteration 29Q: 3 clusters Score -2.64681e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -26468176.000000 Penalty: 6063.491699
	Iteration 30Q: 3 clusters Score -2.646818e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -26468086.000000 Penalty: 6063.491699
	Iteration 31Q: 3 clusters Score -2.646809e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 171038 members 
Entering Unmasked Estep 
Score: -26468158.000000 Penalty: 6063.491699
	Iteration 32Q: 3 clusters Score -2.646816e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -26468180.000000 Penalty: 6063.491699
	Iteration 33Q: 3 clusters Score -2.646818e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -26468000.000000 Penalty: 6063.491699
	Iteration 34Q: 3 clusters Score -2.6468e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 175659 members 
Entering Unmasked Estep 
Score: -26467662.000000 Penalty: 6063.491699
	Iteration 35Q: 3 clusters Score -2.646766e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 177343 members 
Entering Unmasked Estep 
Score: -26467218.000000 Penalty: 6063.491699
	Iteration 36Q: 3 clusters Score -2.646722e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -26466596.000000 Penalty: 6063.491699
	Iteration 37Q: 3 clusters Score -2.64666e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 180746 members 
Entering Unmasked Estep 
Score: -26465912.000000 Penalty: 6063.491699
	Iteration 38Q: 3 clusters Score -2.646591e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -26465132.000000 Penalty: 6063.491699
	Iteration 39Q: 3 clusters Score -2.646513e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 184009 members 
Entering Unmasked Estep 
Score: -26464448.000000 Penalty: 6063.491699
	Iteration 40F: 3 clusters Score -2.646445e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 185608 members 
Entering Unmasked Estep 
Score: -26463790.000000 Penalty: 6063.491699
	Iteration 41Q: 3 clusters Score -2.646379e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -26463150.000000 Penalty: 6063.491699
	Iteration 42Q: 3 clusters Score -2.646315e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 188377 members 
Entering Unmasked Estep 
Score: -26462388.000000 Penalty: 6063.491699
	Iteration 43Q: 3 clusters Score -2.646239e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 189565 members 
Entering Unmasked Estep 
Score: -26461786.000000 Penalty: 6063.491699
	Iteration 44Q: 3 clusters Score -2.646179e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 190631 members 
Entering Unmasked Estep 
Score: -26461134.000000 Penalty: 6063.491699
	Iteration 45Q: 3 clusters Score -2.646113e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 191575 members 
Entering Unmasked Estep 
Score: -26460614.000000 Penalty: 6063.491699
	Iteration 46Q: 3 clusters Score -2.646061e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 192369 members 
Entering Unmasked Estep 
Score: -26460260.000000 Penalty: 6063.491699
	Iteration 47Q: 3 clusters Score -2.646026e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 193057 members 
Entering Unmasked Estep 
Score: -26459960.000000 Penalty: 6063.491699
	Iteration 48Q: 3 clusters Score -2.645996e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -26459694.000000 Penalty: 6063.491699
	Iteration 49Q: 3 clusters Score -2.645969e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 194224 members 
Entering Unmasked Estep 
Score: -26459456.000000 Penalty: 6063.491699
	Iteration 50Q: 3 clusters Score -2.645946e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 194767 members 
Entering Unmasked Estep 
Score: -26459250.000000 Penalty: 6063.491699
	Iteration 51Q: 3 clusters Score -2.645925e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 195252 members 
Entering Unmasked Estep 
Score: -26459102.000000 Penalty: 6063.491699
	Iteration 52Q: 3 clusters Score -2.64591e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 195702 members 
Entering Unmasked Estep 
Score: -26458892.000000 Penalty: 6063.491699
	Iteration 53Q: 3 clusters Score -2.645889e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
Score: -26458788.000000 Penalty: 6063.491699
	Iteration 54Q: 3 clusters Score -2.645879e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 196430 members 
Entering Unmasked Estep 
Score: -26458716.000000 Penalty: 6063.491699
	Iteration 55Q: 3 clusters Score -2.645872e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 196707 members 
Entering Unmasked Estep 
Score: -26458580.000000 Penalty: 6063.491699
	Iteration 56Q: 3 clusters Score -2.645858e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 196976 members 
Entering Unmasked Estep 
Score: -26458458.000000 Penalty: 6063.491699
	Iteration 57Q: 3 clusters Score -2.645846e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 197206 members 
Entering Unmasked Estep 
Score: -26458352.000000 Penalty: 6063.491699
	Iteration 58Q: 3 clusters Score -2.645835e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 197411 members 
Entering Unmasked Estep 
Score: -26458222.000000 Penalty: 6063.491699
	Iteration 59Q: 3 clusters Score -2.645822e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 197586 members 
Entering Unmasked Estep 
Score: -26458228.000000 Penalty: 6063.491699
	Iteration 60F: 3 clusters Score -2.645823e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 197745 members 
Entering Unmasked Estep 
Score: -26458212.000000 Penalty: 6063.491699
	Iteration 61Q: 3 clusters Score -2.645821e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 197900 members 
Entering Unmasked Estep 
Score: -26458148.000000 Penalty: 6063.491699
	Iteration 62Q: 3 clusters Score -2.645815e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 198024 members 
Entering Unmasked Estep 
Score: -26458122.000000 Penalty: 6063.491699
	Iteration 63Q: 3 clusters Score -2.645812e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 198146 members 
Entering Unmasked Estep 
Score: -26458054.000000 Penalty: 6063.491699
	Iteration 64Q: 3 clusters Score -2.645805e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -26458064.000000 Penalty: 6063.491699
	Iteration 65Q: 3 clusters Score -2.645806e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 198370 members 
Entering Unmasked Estep 
Score: -26458014.000000 Penalty: 6063.491699
	Iteration 66Q: 3 clusters Score -2.645801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 198474 members 
Entering Unmasked Estep 
Score: -26458034.000000 Penalty: 6063.491699
	Iteration 67Q: 3 clusters Score -2.645803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 198561 members 
Entering Unmasked Estep 
Score: -26457996.000000 Penalty: 6063.491699
	Iteration 68Q: 3 clusters Score -2.6458e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 198648 members 
Entering Unmasked Estep 
Score: -26457980.000000 Penalty: 6063.491699
	Iteration 69Q: 3 clusters Score -2.645798e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 198723 members 
Entering Unmasked Estep 
Score: -26457902.000000 Penalty: 6063.491699
	Iteration 70Q: 3 clusters Score -2.64579e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 198799 members 
Entering Unmasked Estep 
Score: -26457898.000000 Penalty: 6063.491699
	Iteration 71Q: 3 clusters Score -2.64579e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 198856 members 
Entering Unmasked Estep 
Score: -26457888.000000 Penalty: 6063.491699
	Iteration 72Q: 3 clusters Score -2.645789e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 198912 members 
Entering Unmasked Estep 
Score: -26457870.000000 Penalty: 6063.491699
	Iteration 73Q: 3 clusters Score -2.645787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 198966 members 
Entering Unmasked Estep 
Score: -26457862.000000 Penalty: 6063.491699
	Iteration 74Q: 3 clusters Score -2.645786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 199017 members 
Entering Unmasked Estep 
Score: -26457818.000000 Penalty: 6063.491699
	Iteration 75Q: 3 clusters Score -2.645782e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 199060 members 
Entering Unmasked Estep 
Score: -26457796.000000 Penalty: 6063.491699
	Iteration 76Q: 3 clusters Score -2.64578e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 199098 members 
Entering Unmasked Estep 
Score: -26457778.000000 Penalty: 6063.491699
	Iteration 77Q: 3 clusters Score -2.645778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 199143 members 
Entering Unmasked Estep 
Score: -26457758.000000 Penalty: 6063.491699
	Iteration 78Q: 3 clusters Score -2.645776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 199177 members 
Entering Unmasked Estep 
Score: -26457756.000000 Penalty: 6063.491699
	Iteration 79Q: 3 clusters Score -2.645776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -26457744.000000 Penalty: 6063.491699
	Iteration 80F: 3 clusters Score -2.645774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 199239 members 
Entering Unmasked Estep 
Score: -26457728.000000 Penalty: 6063.491699
	Iteration 81Q: 3 clusters Score -2.645773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 199278 members 
Entering Unmasked Estep 
Score: -26457716.000000 Penalty: 6063.491699
	Iteration 82Q: 3 clusters Score -2.645772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -26457692.000000 Penalty: 6063.491699
	Iteration 83Q: 3 clusters Score -2.645769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 199359 members 
Entering Unmasked Estep 
Score: -26457664.000000 Penalty: 6063.491699
	Iteration 84Q: 3 clusters Score -2.645766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 199415 members 
Entering Unmasked Estep 
Score: -26457642.000000 Penalty: 6063.491699
	Iteration 85Q: 3 clusters Score -2.645764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 199455 members 
Entering Unmasked Estep 
Score: -26457604.000000 Penalty: 6063.491699
	Iteration 86Q: 3 clusters Score -2.64576e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 199492 members 
Entering Unmasked Estep 
Score: -26457608.000000 Penalty: 6063.491699
	Iteration 87Q: 3 clusters Score -2.645761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 199524 members 
Entering Unmasked Estep 
Score: -26457616.000000 Penalty: 6063.491699
	Iteration 88Q: 3 clusters Score -2.645762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 199557 members 
Entering Unmasked Estep 
Score: -26457594.000000 Penalty: 6063.491699
	Iteration 89Q: 3 clusters Score -2.645759e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 199584 members 
Entering Unmasked Estep 
Score: -26457572.000000 Penalty: 6063.491699
	Iteration 90Q: 3 clusters Score -2.645757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 199599 members 
Entering Unmasked Estep 
Score: -26457594.000000 Penalty: 6063.491699
	Iteration 91Q: 3 clusters Score -2.645759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 199618 members 
Entering Unmasked Estep 
Score: -26457574.000000 Penalty: 6063.491699
	Iteration 92Q: 3 clusters Score -2.645757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -26457568.000000 Penalty: 6063.491699
	Iteration 93Q: 3 clusters Score -2.645757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 199646 members 
Entering Unmasked Estep 
Score: -26457542.000000 Penalty: 6063.491699
	Iteration 94Q: 3 clusters Score -2.645754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -26457536.000000 Penalty: 6063.491699
	Iteration 95Q: 3 clusters Score -2.645754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 199659 members 
Entering Unmasked Estep 
Score: -26457536.000000 Penalty: 6063.491699
	Iteration 96Q: 3 clusters Score -2.645754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 199669 members 
Entering Unmasked Estep 
Score: -26457554.000000 Penalty: 6063.491699
	Iteration 97Q: 3 clusters Score -2.645755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 199681 members 
Entering Unmasked Estep 
Score: -26457544.000000 Penalty: 6063.491699
	Iteration 98Q: 3 clusters Score -2.645754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -26457520.000000 Penalty: 6063.491699
	Iteration 99Q: 3 clusters Score -2.645752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 199699 members 
Entering Unmasked Estep 
Score: -26457508.000000 Penalty: 6063.491699
	Iteration 100F: 3 clusters Score -2.645751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 199710 members 
Entering Unmasked Estep 
Score: -26457508.000000 Penalty: 6063.491699
	Iteration 101Q: 3 clusters Score -2.645751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 199725 members 
Entering Unmasked Estep 
Score: -26457500.000000 Penalty: 6063.491699
	Iteration 102Q: 3 clusters Score -2.64575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 199736 members 
Entering Unmasked Estep 
Score: -26457490.000000 Penalty: 6063.491699
	Iteration 103Q: 3 clusters Score -2.645749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 199743 members 
Entering Unmasked Estep 
Score: -26457510.000000 Penalty: 6063.491699
	Iteration 104Q: 3 clusters Score -2.645751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 199752 members 
Entering Unmasked Estep 
Score: -26457488.000000 Penalty: 6063.491699
	Iteration 105Q: 3 clusters Score -2.645749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 199761 members 
Entering Unmasked Estep 
Score: -26457472.000000 Penalty: 6063.491699
	Iteration 106Q: 3 clusters Score -2.645747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -26457478.000000 Penalty: 6063.491699
	Iteration 107Q: 3 clusters Score -2.645748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 199777 members 
Entering Unmasked Estep 
Score: -26457468.000000 Penalty: 6063.491699
	Iteration 108Q: 3 clusters Score -2.645747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 199787 members 
Entering Unmasked Estep 
Score: -26457468.000000 Penalty: 6063.491699
	Iteration 109Q: 3 clusters Score -2.645747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 199797 members 
Entering Unmasked Estep 
Score: -26457456.000000 Penalty: 6063.491699
	Iteration 110Q: 3 clusters Score -2.645746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 199807 members 
Entering Unmasked Estep 
Score: -26457450.000000 Penalty: 6063.491699
	Iteration 111Q: 3 clusters Score -2.645745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 199816 members 
Entering Unmasked Estep 
Score: -26457458.000000 Penalty: 6063.491699
	Iteration 112Q: 3 clusters Score -2.645746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 199825 members 
Entering Unmasked Estep 
Score: -26457452.000000 Penalty: 6063.491699
	Iteration 113Q: 3 clusters Score -2.645745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 199838 members 
Entering Unmasked Estep 
Score: -26457460.000000 Penalty: 6063.491699
	Iteration 114Q: 3 clusters Score -2.645746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 199851 members 
Entering Unmasked Estep 
Score: -26457466.000000 Penalty: 6063.491699
	Iteration 115Q: 3 clusters Score -2.645747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 199858 members 
Entering Unmasked Estep 
Score: -26457474.000000 Penalty: 6063.491699
	Iteration 116Q: 3 clusters Score -2.645747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 199865 members 
Entering Unmasked Estep 
Score: -26457484.000000 Penalty: 6063.491699
	Iteration 117Q: 3 clusters Score -2.645748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 199868 members 
Entering Unmasked Estep 
Score: -26457464.000000 Penalty: 6063.491699
	Iteration 118Q: 3 clusters Score -2.645746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 199870 members 
Entering Unmasked Estep 
Score: -26457450.000000 Penalty: 6063.491699
	Iteration 119Q: 3 clusters Score -2.645745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 199873 members 
Entering Unmasked Estep 
Score: -26457466.000000 Penalty: 6063.491699
	Iteration 120F: 3 clusters Score -2.645747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 199879 members 
Entering Unmasked Estep 
Score: -26457428.000000 Penalty: 6063.491699
	Iteration 121Q: 3 clusters Score -2.645743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 199883 members 
Entering Unmasked Estep 
Score: -26457426.000000 Penalty: 6063.491699
	Iteration 122Q: 3 clusters Score -2.645743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -26457430.000000 Penalty: 6063.491699
	Iteration 123Q: 3 clusters Score -2.645743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -26457430.000000 Penalty: 6063.491699
	Iteration 124F: 3 clusters Score -2.645743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Entering Unmasked Estep 
Score: -3875729.250000 Penalty: 2559.545898
	Iteration 0F: 2 clusters Score -3875729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3854833.250000 Penalty: 5119.091797
	Iteration 0F: 3 clusters Score -3854833 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3862527.250000 Penalty: 5119.091797
	Iteration 1F: 3 clusters Score -3862527 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3863276.750000 Penalty: 5119.091797
	Iteration 2F: 3 clusters Score -3863277 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3864393.500000 Penalty: 5119.091797
	Iteration 3F: 3 clusters Score -3864394 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3865950.000000 Penalty: 5119.091797
	Iteration 4F: 3 clusters Score -3865950 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3867775.750000 Penalty: 5119.091797
	Iteration 5F: 3 clusters Score -3867776 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3869555.750000 Penalty: 5119.091797
	Iteration 6F: 3 clusters Score -3869556 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3871023.500000 Penalty: 5119.091797
	Iteration 7F: 3 clusters Score -3871024 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3872127.250000 Penalty: 5119.091797
	Iteration 8F: 3 clusters Score -3872127 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3872952.500000 Penalty: 5119.091797
	Iteration 9F: 3 clusters Score -3872952 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3873539.500000 Penalty: 5119.091797
	Iteration 10Q: 3 clusters Score -3873540 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3873957.250000 Penalty: 5119.091797
	Iteration 11Q: 3 clusters Score -3873957 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3874221.500000 Penalty: 5119.091797
	Iteration 12Q: 3 clusters Score -3874222 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3874447.750000 Penalty: 5119.091797
	Iteration 13Q: 3 clusters Score -3874448 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3874580.250000 Penalty: 5119.091797
	Iteration 14Q: 3 clusters Score -3874580 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3874677.000000 Penalty: 5119.091797
	Iteration 15Q: 3 clusters Score -3874677 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3874768.500000 Penalty: 5119.091797
	Iteration 16Q: 3 clusters Score -3874768 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3874831.250000 Penalty: 5119.091797
	Iteration 17Q: 3 clusters Score -3874831 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3874873.750000 Penalty: 5119.091797
	Iteration 18Q: 3 clusters Score -3874874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3874905.750000 Penalty: 5119.091797
	Iteration 19Q: 3 clusters Score -3874906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3874946.000000 Penalty: 5119.091797
	Iteration 20F: 3 clusters Score -3874946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3874979.750000 Penalty: 5119.091797
	Iteration 21Q: 3 clusters Score -3874980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3874988.500000 Penalty: 5119.091797
	Iteration 22Q: 3 clusters Score -3874988 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3875018.750000 Penalty: 5119.091797
	Iteration 23Q: 3 clusters Score -3875019 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3875027.000000 Penalty: 5119.091797
	Iteration 24Q: 3 clusters Score -3875027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3875047.250000 Penalty: 5119.091797
	Iteration 25Q: 3 clusters Score -3875047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3875043.000000 Penalty: 5119.091797
	Iteration 26Q: 3 clusters Score -3875043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3875053.500000 Penalty: 5119.091797
	Iteration 27Q: 3 clusters Score -3875054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3875066.000000 Penalty: 5119.091797
	Iteration 28Q: 3 clusters Score -3875066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3875071.250000 Penalty: 5119.091797
	Iteration 29Q: 3 clusters Score -3875071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3875082.250000 Penalty: 5119.091797
	Iteration 30Q: 3 clusters Score -3875082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3875088.250000 Penalty: 5119.091797
	Iteration 31Q: 3 clusters Score -3875088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3875080.250000 Penalty: 5119.091797
	Iteration 32Q: 3 clusters Score -3875080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3875087.750000 Penalty: 5119.091797
	Iteration 33Q: 3 clusters Score -3875088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3875085.000000 Penalty: 5119.091797
	Iteration 34Q: 3 clusters Score -3875085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3875083.750000 Penalty: 5119.091797
	Iteration 35Q: 3 clusters Score -3875084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3875087.500000 Penalty: 5119.091797
	Iteration 36Q: 3 clusters Score -3875088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3875096.250000 Penalty: 5119.091797
	Iteration 37Q: 3 clusters Score -3875096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3875093.750000 Penalty: 5119.091797
	Iteration 38Q: 3 clusters Score -3875094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3875096.500000 Penalty: 5119.091797
	Iteration 39Q: 3 clusters Score -3875096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3875095.000000 Penalty: 5119.091797
	Iteration 40F: 3 clusters Score -3875095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3875098.500000 Penalty: 5119.091797
	Iteration 41Q: 3 clusters Score -3875098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3875107.250000 Penalty: 5119.091797
	Iteration 42Q: 3 clusters Score -3875107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3875108.500000 Penalty: 5119.091797
	Iteration 43Q: 3 clusters Score -3875108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3875105.500000 Penalty: 5119.091797
	Iteration 44Q: 3 clusters Score -3875106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3875107.000000 Penalty: 5119.091797
	Iteration 45Q: 3 clusters Score -3875107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3875107.750000 Penalty: 5119.091797
	Iteration 46Q: 3 clusters Score -3875108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3875105.250000 Penalty: 5119.091797
	Iteration 47Q: 3 clusters Score -3875105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3875105.250000 Penalty: 5119.091797
	Iteration 48F: 3 clusters Score -3875105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Entering Unmasked Estep 
Score: -6902281.000000 Penalty: 2709.984863
	Iteration 0F: 2 clusters Score -6902281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6864765.000000 Penalty: 5419.969727
	Iteration 0F: 3 clusters Score -6864765 nChanged 26091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6879132.000000 Penalty: 5419.969727
	Iteration 1F: 3 clusters Score -6879132 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6879846.500000 Penalty: 5419.969727
	Iteration 2Q: 3 clusters Score -6879846 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -6880695.000000 Penalty: 5419.969727
	Iteration 3Q: 3 clusters Score -6880695 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -6881632.000000 Penalty: 5419.969727
	Iteration 4Q: 3 clusters Score -6881632 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -6882590.500000 Penalty: 5419.969727
	Iteration 5Q: 3 clusters Score -6882590 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6883550.500000 Penalty: 5419.969727
	Iteration 6Q: 3 clusters Score -6883550 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6884681.500000 Penalty: 5419.969727
	Iteration 7Q: 3 clusters Score -6884682 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6886061.500000 Penalty: 5419.969727
	Iteration 8F: 3 clusters Score -6886062 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -6887868.000000 Penalty: 5419.969727
	Iteration 9F: 3 clusters Score -6887868 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -6890055.000000 Penalty: 5419.969727
	Iteration 10F: 3 clusters Score -6890055 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -6892662.500000 Penalty: 5419.969727
	Iteration 11F: 3 clusters Score -6892662 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -6895346.500000 Penalty: 5419.969727
	Iteration 12F: 3 clusters Score -6895346 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -6897698.500000 Penalty: 5419.969727
	Iteration 13F: 3 clusters Score -6897698 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -6899408.500000 Penalty: 5419.969727
	Iteration 14Q: 3 clusters Score -6899408 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6900511.000000 Penalty: 5419.969727
	Iteration 15Q: 3 clusters Score -6900511 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -6901207.000000 Penalty: 5419.969727
	Iteration 16Q: 3 clusters Score -6901207 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -6901621.500000 Penalty: 5419.969727
	Iteration 17Q: 3 clusters Score -6901622 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6901824.500000 Penalty: 5419.969727
	Iteration 18Q: 3 clusters Score -6901824 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -6901902.500000 Penalty: 5419.969727
	Iteration 19Q: 3 clusters Score -6901902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -6901983.500000 Penalty: 5419.969727
	Iteration 20F: 3 clusters Score -6901984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -6902033.500000 Penalty: 5419.969727
	Iteration 21Q: 3 clusters Score -6902034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6902052.000000 Penalty: 5419.969727
	Iteration 22Q: 3 clusters Score -6902052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -6902065.000000 Penalty: 5419.969727
	Iteration 23Q: 3 clusters Score -6902065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -6902081.000000 Penalty: 5419.969727
	Iteration 24Q: 3 clusters Score -6902081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -6902090.000000 Penalty: 5419.969727
	Iteration 25Q: 3 clusters Score -6902090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -6902094.000000 Penalty: 5419.969727
	Iteration 26Q: 3 clusters Score -6902094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -6902096.000000 Penalty: 5419.969727
	Iteration 27Q: 3 clusters Score -6902096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6902106.000000 Penalty: 5419.969727
	Iteration 28Q: 3 clusters Score -6902106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6902113.000000 Penalty: 5419.969727
	Iteration 29Q: 3 clusters Score -6902113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6902129.000000 Penalty: 5419.969727
	Iteration 30Q: 3 clusters Score -6902129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -6902133.500000 Penalty: 5419.969727
	Iteration 31Q: 3 clusters Score -6902134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6902130.000000 Penalty: 5419.969727
	Iteration 32Q: 3 clusters Score -6902130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -6902129.500000 Penalty: 5419.969727
	Iteration 33Q: 3 clusters Score -6902130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -6902124.000000 Penalty: 5419.969727
	Iteration 34Q: 3 clusters Score -6902124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -6902116.500000 Penalty: 5419.969727
	Iteration 35Q: 3 clusters Score -6902116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -6902116.500000 Penalty: 5419.969727
	Iteration 36F: 3 clusters Score -6902116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182267 members 
Entering Unmasked Estep 
Score: -23420982.000000 Penalty: 3004.080566
	Iteration 0F: 2 clusters Score -2.342098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -23301428.000000 Penalty: 6008.161133
	Iteration 0F: 3 clusters Score -2.330143e+07 nChanged 87455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -23352714.000000 Penalty: 6008.161133
	Iteration 1F: 3 clusters Score -2.335271e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -23353882.000000 Penalty: 6008.161133
	Iteration 2Q: 3 clusters Score -2.335388e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -23355758.000000 Penalty: 6008.161133
	Iteration 3Q: 3 clusters Score -2.335576e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -23358084.000000 Penalty: 6008.161133
	Iteration 4Q: 3 clusters Score -2.335808e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -23361664.000000 Penalty: 6008.161133
	Iteration 5Q: 3 clusters Score -2.336166e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -23368464.000000 Penalty: 6008.161133
	Iteration 6F: 3 clusters Score -2.336846e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135114 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -23378458.000000 Penalty: 6008.161133
	Iteration 7F: 3 clusters Score -2.337846e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149255 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -23391200.000000 Penalty: 6008.161133
	Iteration 8F: 3 clusters Score -2.33912e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -23403260.000000 Penalty: 6008.161133
	Iteration 9F: 3 clusters Score -2.340326e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -23411366.000000 Penalty: 6008.161133
	Iteration 10Q: 3 clusters Score -2.341137e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -23415056.000000 Penalty: 6008.161133
	Iteration 11Q: 3 clusters Score -2.341506e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -23416762.000000 Penalty: 6008.161133
	Iteration 12Q: 3 clusters Score -2.341676e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180211 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -23417590.000000 Penalty: 6008.161133
	Iteration 13Q: 3 clusters Score -2.341759e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180761 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23417930.000000 Penalty: 6008.161133
	Iteration 14Q: 3 clusters Score -2.341793e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181068 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -23418184.000000 Penalty: 6008.161133
	Iteration 15Q: 3 clusters Score -2.341818e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181206 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23418294.000000 Penalty: 6008.161133
	Iteration 16Q: 3 clusters Score -2.341829e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -23418426.000000 Penalty: 6008.161133
	Iteration 17Q: 3 clusters Score -2.341843e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23418502.000000 Penalty: 6008.161133
	Iteration 18Q: 3 clusters Score -2.34185e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181380 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23418550.000000 Penalty: 6008.161133
	Iteration 19Q: 3 clusters Score -2.341855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -23418586.000000 Penalty: 6008.161133
	Iteration 20F: 3 clusters Score -2.341859e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181396 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23418620.000000 Penalty: 6008.161133
	Iteration 21Q: 3 clusters Score -2.341862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181409 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23418632.000000 Penalty: 6008.161133
	Iteration 22Q: 3 clusters Score -2.341863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23418606.000000 Penalty: 6008.161133
	Iteration 23Q: 3 clusters Score -2.341861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418656.000000 Penalty: 6008.161133
	Iteration 24Q: 3 clusters Score -2.341866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181443 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23418668.000000 Penalty: 6008.161133
	Iteration 25Q: 3 clusters Score -2.341867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23418676.000000 Penalty: 6008.161133
	Iteration 26Q: 3 clusters Score -2.341868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23418698.000000 Penalty: 6008.161133
	Iteration 27Q: 3 clusters Score -2.34187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23418696.000000 Penalty: 6008.161133
	Iteration 28Q: 3 clusters Score -2.34187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23418700.000000 Penalty: 6008.161133
	Iteration 29Q: 3 clusters Score -2.34187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418728.000000 Penalty: 6008.161133
	Iteration 30Q: 3 clusters Score -2.341873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23418722.000000 Penalty: 6008.161133
	Iteration 31Q: 3 clusters Score -2.341872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23418726.000000 Penalty: 6008.161133
	Iteration 32Q: 3 clusters Score -2.341873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23418732.000000 Penalty: 6008.161133
	Iteration 33Q: 3 clusters Score -2.341873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23418732.000000 Penalty: 6008.161133
	Iteration 34Q: 3 clusters Score -2.341873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181444 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23418742.000000 Penalty: 6008.161133
	Iteration 35Q: 3 clusters Score -2.341874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181444 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23418738.000000 Penalty: 6008.161133
	Iteration 36Q: 3 clusters Score -2.341874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181443 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23418744.000000 Penalty: 6008.161133
	Iteration 37Q: 3 clusters Score -2.341874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23418752.000000 Penalty: 6008.161133
	Iteration 38Q: 3 clusters Score -2.341875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181440 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -23418754.000000 Penalty: 6008.161133
	Iteration 39Q: 3 clusters Score -2.341875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418754.000000 Penalty: 6008.161133
	Iteration 40F: 3 clusters Score -2.341875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23418762.000000 Penalty: 6008.161133
	Iteration 41Q: 3 clusters Score -2.341876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23418752.000000 Penalty: 6008.161133
	Iteration 42Q: 3 clusters Score -2.341875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23418754.000000 Penalty: 6008.161133
	Iteration 43Q: 3 clusters Score -2.341875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23418772.000000 Penalty: 6008.161133
	Iteration 44Q: 3 clusters Score -2.341877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23418768.000000 Penalty: 6008.161133
	Iteration 45Q: 3 clusters Score -2.341877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418756.000000 Penalty: 6008.161133
	Iteration 46Q: 3 clusters Score -2.341876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23418756.000000 Penalty: 6008.161133
	Iteration 47F: 3 clusters Score -2.341876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34392.792969 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34392.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34607.089844 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34607.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34688.402344 Penalty: 2926.349121
	Iteration 2Q: 3 clusters Score -34688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34753.726562 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34753.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34794.800781 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34854.945312 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34854.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34893.046875 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34893.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34942.214844 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34942.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35005.394531 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -35005.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35118.238281 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -35118.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35161.515625 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -35161.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35169.316406 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -35169.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35195.339844 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -35195.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35221.007812 Penalty: 2926.349121
	Iteration 13Q: 3 clusters Score -35221.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35224.917969 Penalty: 2926.349121
	Iteration 14Q: 3 clusters Score -35224.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35224.917969 Penalty: 2926.349121
	Iteration 15F: 3 clusters Score -35224.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (145620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Entering Unmasked Estep 
Score: -18874390.000000 Penalty: 2948.411377
	Iteration 0F: 2 clusters Score -1.887439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -18777608.000000 Penalty: 5896.822754
	Iteration 0F: 3 clusters Score -1.877761e+07 nChanged 69563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -18817548.000000 Penalty: 5896.822754
	Iteration 1F: 3 clusters Score -1.881755e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -18818146.000000 Penalty: 5896.822754
	Iteration 2Q: 3 clusters Score -1.881815e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -18818830.000000 Penalty: 5896.822754
	Iteration 3Q: 3 clusters Score -1.881883e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -18819800.000000 Penalty: 5896.822754
	Iteration 4Q: 3 clusters Score -1.88198e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -18821312.000000 Penalty: 5896.822754
	Iteration 5Q: 3 clusters Score -1.882131e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -18824040.000000 Penalty: 5896.822754
	Iteration 6Q: 3 clusters Score -1.882404e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -18828928.000000 Penalty: 5896.822754
	Iteration 7F: 3 clusters Score -1.882893e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 108951 members 
Entering Unmasked Estep 
Score: -18837022.000000 Penalty: 5896.822754
	Iteration 8F: 3 clusters Score -1.883702e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -18848648.000000 Penalty: 5896.822754
	Iteration 9F: 3 clusters Score -1.884865e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -18859814.000000 Penalty: 5896.822754
	Iteration 10F: 3 clusters Score -1.885981e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -18867044.000000 Penalty: 5896.822754
	Iteration 11F: 3 clusters Score -1.886704e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -18870160.000000 Penalty: 5896.822754
	Iteration 12Q: 3 clusters Score -1.887016e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -18871226.000000 Penalty: 5896.822754
	Iteration 13Q: 3 clusters Score -1.887123e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -18871568.000000 Penalty: 5896.822754
	Iteration 14Q: 3 clusters Score -1.887157e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -18871680.000000 Penalty: 5896.822754
	Iteration 15Q: 3 clusters Score -1.887168e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -18871754.000000 Penalty: 5896.822754
	Iteration 16Q: 3 clusters Score -1.887175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145364 members 
Entering Unmasked Estep 
Score: -18871800.000000 Penalty: 5896.822754
	Iteration 17Q: 3 clusters Score -1.88718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 145366 members 
Entering Unmasked Estep 
Score: -18871824.000000 Penalty: 5896.822754
	Iteration 18Q: 3 clusters Score -1.887182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -18871836.000000 Penalty: 5896.822754
	Iteration 19Q: 3 clusters Score -1.887184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -18871834.000000 Penalty: 5896.822754
	Iteration 20F: 3 clusters Score -1.887183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (205121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205121 members 
Entering Unmasked Estep 
Score: -26547310.000000 Penalty: 3033.376221
	Iteration 0F: 2 clusters Score -2.654731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -26418256.000000 Penalty: 6066.752441
	Iteration 0F: 3 clusters Score -2.641826e+07 nChanged 98914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -26475916.000000 Penalty: 6066.752441
	Iteration 1F: 3 clusters Score -2.647592e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -26477100.000000 Penalty: 6066.752441
	Iteration 2Q: 3 clusters Score -2.64771e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -26478532.000000 Penalty: 6066.752441
	Iteration 3Q: 3 clusters Score -2.647853e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -26480002.000000 Penalty: 6066.752441
	Iteration 4Q: 3 clusters Score -2.648e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -26482232.000000 Penalty: 6066.752441
	Iteration 5Q: 3 clusters Score -2.648223e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -26485340.000000 Penalty: 6066.752441
	Iteration 6Q: 3 clusters Score -2.648534e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -26490172.000000 Penalty: 6066.752441
	Iteration 7Q: 3 clusters Score -2.649017e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -26497396.000000 Penalty: 6066.752441
	Iteration 8F: 3 clusters Score -2.64974e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -26506434.000000 Penalty: 6066.752441
	Iteration 9F: 3 clusters Score -2.650643e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -26515484.000000 Penalty: 6066.752441
	Iteration 10F: 3 clusters Score -2.651548e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 146139 members 
Entering Unmasked Estep 
Score: -26522322.000000 Penalty: 6066.752441
	Iteration 11F: 3 clusters Score -2.652232e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -26526640.000000 Penalty: 6066.752441
	Iteration 12Q: 3 clusters Score -2.652664e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -26529396.000000 Penalty: 6066.752441
	Iteration 13Q: 3 clusters Score -2.65294e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -26531428.000000 Penalty: 6066.752441
	Iteration 14Q: 3 clusters Score -2.653143e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -26533200.000000 Penalty: 6066.752441
	Iteration 15Q: 3 clusters Score -2.65332e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -26534976.000000 Penalty: 6066.752441
	Iteration 16Q: 3 clusters Score -2.653498e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -26536792.000000 Penalty: 6066.752441
	Iteration 17Q: 3 clusters Score -2.653679e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -26538448.000000 Penalty: 6066.752441
	Iteration 18Q: 3 clusters Score -2.653845e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -26539906.000000 Penalty: 6066.752441
	Iteration 19Q: 3 clusters Score -2.653991e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -26540982.000000 Penalty: 6066.752441
	Iteration 20F: 3 clusters Score -2.654098e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 178862 members 
Entering Unmasked Estep 
Score: -26542098.000000 Penalty: 6066.752441
	Iteration 21Q: 3 clusters Score -2.65421e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -26543144.000000 Penalty: 6066.752441
	Iteration 22Q: 3 clusters Score -2.654314e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 181978 members 
Entering Unmasked Estep 
Score: -26543930.000000 Penalty: 6066.752441
	Iteration 23Q: 3 clusters Score -2.654393e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 183209 members 
Entering Unmasked Estep 
Score: -26544558.000000 Penalty: 6066.752441
	Iteration 24Q: 3 clusters Score -2.654456e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -26545098.000000 Penalty: 6066.752441
	Iteration 25Q: 3 clusters Score -2.65451e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -26545514.000000 Penalty: 6066.752441
	Iteration 26Q: 3 clusters Score -2.654551e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 185806 members 
Entering Unmasked Estep 
Score: -26545724.000000 Penalty: 6066.752441
	Iteration 27Q: 3 clusters Score -2.654572e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 186490 members 
Entering Unmasked Estep 
Score: -26545912.000000 Penalty: 6066.752441
	Iteration 28Q: 3 clusters Score -2.654591e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 187097 members 
Entering Unmasked Estep 
Score: -26546168.000000 Penalty: 6066.752441
	Iteration 29Q: 3 clusters Score -2.654617e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -26546264.000000 Penalty: 6066.752441
	Iteration 30Q: 3 clusters Score -2.654626e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
Score: -26546336.000000 Penalty: 6066.752441
	Iteration 31Q: 3 clusters Score -2.654634e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 188802 members 
Entering Unmasked Estep 
Score: -26546382.000000 Penalty: 6066.752441
	Iteration 32Q: 3 clusters Score -2.654638e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -26546382.000000 Penalty: 6066.752441
	Iteration 33Q: 3 clusters Score -2.654638e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 189722 members 
Entering Unmasked Estep 
Score: -26546398.000000 Penalty: 6066.752441
	Iteration 34Q: 3 clusters Score -2.65464e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -26546390.000000 Penalty: 6066.752441
	Iteration 35Q: 3 clusters Score -2.654639e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -26546418.000000 Penalty: 6066.752441
	Iteration 36Q: 3 clusters Score -2.654642e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 190899 members 
Entering Unmasked Estep 
Score: -26546410.000000 Penalty: 6066.752441
	Iteration 37Q: 3 clusters Score -2.654641e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 191257 members 
Entering Unmasked Estep 
Score: -26546406.000000 Penalty: 6066.752441
	Iteration 38Q: 3 clusters Score -2.654641e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 191609 members 
Entering Unmasked Estep 
Score: -26546434.000000 Penalty: 6066.752441
	Iteration 39Q: 3 clusters Score -2.654643e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 191955 members 
Entering Unmasked Estep 
Score: -26546404.000000 Penalty: 6066.752441
	Iteration 40F: 3 clusters Score -2.65464e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 192282 members 
Entering Unmasked Estep 
Score: -26546414.000000 Penalty: 6066.752441
	Iteration 41Q: 3 clusters Score -2.654641e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 192588 members 
Entering Unmasked Estep 
Score: -26546460.000000 Penalty: 6066.752441
	Iteration 42Q: 3 clusters Score -2.654646e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -26546516.000000 Penalty: 6066.752441
	Iteration 43Q: 3 clusters Score -2.654652e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -26546524.000000 Penalty: 6066.752441
	Iteration 44Q: 3 clusters Score -2.654652e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -26546522.000000 Penalty: 6066.752441
	Iteration 45Q: 3 clusters Score -2.654652e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 193708 members 
Entering Unmasked Estep 
Score: -26546468.000000 Penalty: 6066.752441
	Iteration 46Q: 3 clusters Score -2.654647e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 193963 members 
Entering Unmasked Estep 
Score: -26546498.000000 Penalty: 6066.752441
	Iteration 47Q: 3 clusters Score -2.65465e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 194209 members 
Entering Unmasked Estep 
Score: -26546438.000000 Penalty: 6066.752441
	Iteration 48Q: 3 clusters Score -2.654644e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -26546444.000000 Penalty: 6066.752441
	Iteration 49Q: 3 clusters Score -2.654644e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -26546444.000000 Penalty: 6066.752441
	Iteration 50Q: 3 clusters Score -2.654644e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 194942 members 
Entering Unmasked Estep 
Score: -26546488.000000 Penalty: 6066.752441
	Iteration 51Q: 3 clusters Score -2.654649e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 195175 members 
Entering Unmasked Estep 
Score: -26546540.000000 Penalty: 6066.752441
	Iteration 52Q: 3 clusters Score -2.654654e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 195399 members 
Entering Unmasked Estep 
Score: -26546542.000000 Penalty: 6066.752441
	Iteration 53Q: 3 clusters Score -2.654654e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 195591 members 
Entering Unmasked Estep 
Score: -26546488.000000 Penalty: 6066.752441
	Iteration 54Q: 3 clusters Score -2.654649e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -26546492.000000 Penalty: 6066.752441
	Iteration 55Q: 3 clusters Score -2.654649e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -26546482.000000 Penalty: 6066.752441
	Iteration 56Q: 3 clusters Score -2.654648e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 196075 members 
Entering Unmasked Estep 
Score: -26546464.000000 Penalty: 6066.752441
	Iteration 57Q: 3 clusters Score -2.654646e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 196248 members 
Entering Unmasked Estep 
Score: -26546402.000000 Penalty: 6066.752441
	Iteration 58Q: 3 clusters Score -2.65464e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 196403 members 
Entering Unmasked Estep 
Score: -26546388.000000 Penalty: 6066.752441
	Iteration 59Q: 3 clusters Score -2.654639e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 196565 members 
Entering Unmasked Estep 
Score: -26546402.000000 Penalty: 6066.752441
	Iteration 60F: 3 clusters Score -2.65464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 196725 members 
Entering Unmasked Estep 
Score: -26546362.000000 Penalty: 6066.752441
	Iteration 61Q: 3 clusters Score -2.654636e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 196876 members 
Entering Unmasked Estep 
Score: -26546364.000000 Penalty: 6066.752441
	Iteration 62Q: 3 clusters Score -2.654636e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 197037 members 
Entering Unmasked Estep 
Score: -26546362.000000 Penalty: 6066.752441
	Iteration 63Q: 3 clusters Score -2.654636e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -26546358.000000 Penalty: 6066.752441
	Iteration 64Q: 3 clusters Score -2.654636e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 197327 members 
Entering Unmasked Estep 
Score: -26546344.000000 Penalty: 6066.752441
	Iteration 65Q: 3 clusters Score -2.654634e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 197470 members 
Entering Unmasked Estep 
Score: -26546396.000000 Penalty: 6066.752441
	Iteration 66Q: 3 clusters Score -2.65464e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 197591 members 
Entering Unmasked Estep 
Score: -26546370.000000 Penalty: 6066.752441
	Iteration 67Q: 3 clusters Score -2.654637e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -26546366.000000 Penalty: 6066.752441
	Iteration 68Q: 3 clusters Score -2.654637e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 197871 members 
Entering Unmasked Estep 
Score: -26546374.000000 Penalty: 6066.752441
	Iteration 69Q: 3 clusters Score -2.654637e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 198009 members 
Entering Unmasked Estep 
Score: -26546368.000000 Penalty: 6066.752441
	Iteration 70Q: 3 clusters Score -2.654637e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 198162 members 
Entering Unmasked Estep 
Score: -26546402.000000 Penalty: 6066.752441
	Iteration 71Q: 3 clusters Score -2.65464e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 198273 members 
Entering Unmasked Estep 
Score: -26546422.000000 Penalty: 6066.752441
	Iteration 72Q: 3 clusters Score -2.654642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 198361 members 
Entering Unmasked Estep 
Score: -26546436.000000 Penalty: 6066.752441
	Iteration 73Q: 3 clusters Score -2.654644e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 198443 members 
Entering Unmasked Estep 
Score: -26546408.000000 Penalty: 6066.752441
	Iteration 74Q: 3 clusters Score -2.654641e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 198524 members 
Entering Unmasked Estep 
Score: -26546428.000000 Penalty: 6066.752441
	Iteration 75Q: 3 clusters Score -2.654643e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 198606 members 
Entering Unmasked Estep 
Score: -26546426.000000 Penalty: 6066.752441
	Iteration 76Q: 3 clusters Score -2.654643e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 198687 members 
Entering Unmasked Estep 
Score: -26546374.000000 Penalty: 6066.752441
	Iteration 77Q: 3 clusters Score -2.654637e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 198771 members 
Entering Unmasked Estep 
Score: -26546394.000000 Penalty: 6066.752441
	Iteration 78Q: 3 clusters Score -2.654639e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 198855 members 
Entering Unmasked Estep 
Score: -26546364.000000 Penalty: 6066.752441
	Iteration 79Q: 3 clusters Score -2.654636e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 198948 members 
Entering Unmasked Estep 
Score: -26546372.000000 Penalty: 6066.752441
	Iteration 80F: 3 clusters Score -2.654637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 199033 members 
Entering Unmasked Estep 
Score: -26546378.000000 Penalty: 6066.752441
	Iteration 81Q: 3 clusters Score -2.654638e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 199117 members 
Entering Unmasked Estep 
Score: -26546372.000000 Penalty: 6066.752441
	Iteration 82Q: 3 clusters Score -2.654637e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 199202 members 
Entering Unmasked Estep 
Score: -26546376.000000 Penalty: 6066.752441
	Iteration 83Q: 3 clusters Score -2.654638e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 199289 members 
Entering Unmasked Estep 
Score: -26546344.000000 Penalty: 6066.752441
	Iteration 84Q: 3 clusters Score -2.654634e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -26546332.000000 Penalty: 6066.752441
	Iteration 85Q: 3 clusters Score -2.654633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 199437 members 
Entering Unmasked Estep 
Score: -26546284.000000 Penalty: 6066.752441
	Iteration 86Q: 3 clusters Score -2.654628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 199495 members 
Entering Unmasked Estep 
Score: -26546324.000000 Penalty: 6066.752441
	Iteration 87Q: 3 clusters Score -2.654632e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 199554 members 
Entering Unmasked Estep 
Score: -26546308.000000 Penalty: 6066.752441
	Iteration 88Q: 3 clusters Score -2.654631e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 199609 members 
Entering Unmasked Estep 
Score: -26546298.000000 Penalty: 6066.752441
	Iteration 89Q: 3 clusters Score -2.65463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 199674 members 
Entering Unmasked Estep 
Score: -26546342.000000 Penalty: 6066.752441
	Iteration 90Q: 3 clusters Score -2.654634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 199727 members 
Entering Unmasked Estep 
Score: -26546340.000000 Penalty: 6066.752441
	Iteration 91Q: 3 clusters Score -2.654634e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 199783 members 
Entering Unmasked Estep 
Score: -26546312.000000 Penalty: 6066.752441
	Iteration 92Q: 3 clusters Score -2.654631e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 199842 members 
Entering Unmasked Estep 
Score: -26546286.000000 Penalty: 6066.752441
	Iteration 93Q: 3 clusters Score -2.654629e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 199894 members 
Entering Unmasked Estep 
Score: -26546274.000000 Penalty: 6066.752441
	Iteration 94Q: 3 clusters Score -2.654627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 199931 members 
Entering Unmasked Estep 
Score: -26546256.000000 Penalty: 6066.752441
	Iteration 95Q: 3 clusters Score -2.654626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 199965 members 
Entering Unmasked Estep 
Score: -26546248.000000 Penalty: 6066.752441
	Iteration 96Q: 3 clusters Score -2.654625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 199997 members 
Entering Unmasked Estep 
Score: -26546260.000000 Penalty: 6066.752441
	Iteration 97Q: 3 clusters Score -2.654626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 200035 members 
Entering Unmasked Estep 
Score: -26546256.000000 Penalty: 6066.752441
	Iteration 98Q: 3 clusters Score -2.654626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 200072 members 
Entering Unmasked Estep 
Score: -26546254.000000 Penalty: 6066.752441
	Iteration 99Q: 3 clusters Score -2.654625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 200101 members 
Entering Unmasked Estep 
Score: -26546276.000000 Penalty: 6066.752441
	Iteration 100F: 3 clusters Score -2.654628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 200133 members 
Entering Unmasked Estep 
Score: -26546278.000000 Penalty: 6066.752441
	Iteration 101Q: 3 clusters Score -2.654628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 200170 members 
Entering Unmasked Estep 
Score: -26546268.000000 Penalty: 6066.752441
	Iteration 102Q: 3 clusters Score -2.654627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 200198 members 
Entering Unmasked Estep 
Score: -26546260.000000 Penalty: 6066.752441
	Iteration 103Q: 3 clusters Score -2.654626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 200219 members 
Entering Unmasked Estep 
Score: -26546254.000000 Penalty: 6066.752441
	Iteration 104Q: 3 clusters Score -2.654625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 200234 members 
Entering Unmasked Estep 
Score: -26546270.000000 Penalty: 6066.752441
	Iteration 105Q: 3 clusters Score -2.654627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -26546288.000000 Penalty: 6066.752441
	Iteration 106Q: 3 clusters Score -2.654629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 200269 members 
Entering Unmasked Estep 
Score: -26546306.000000 Penalty: 6066.752441
	Iteration 107Q: 3 clusters Score -2.654631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 200286 members 
Entering Unmasked Estep 
Score: -26546286.000000 Penalty: 6066.752441
	Iteration 108Q: 3 clusters Score -2.654629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 200302 members 
Entering Unmasked Estep 
Score: -26546272.000000 Penalty: 6066.752441
	Iteration 109Q: 3 clusters Score -2.654627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 200322 members 
Entering Unmasked Estep 
Score: -26546252.000000 Penalty: 6066.752441
	Iteration 110Q: 3 clusters Score -2.654625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 200334 members 
Entering Unmasked Estep 
Score: -26546256.000000 Penalty: 6066.752441
	Iteration 111Q: 3 clusters Score -2.654626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 200350 members 
Entering Unmasked Estep 
Score: -26546234.000000 Penalty: 6066.752441
	Iteration 112Q: 3 clusters Score -2.654623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 200362 members 
Entering Unmasked Estep 
Score: -26546236.000000 Penalty: 6066.752441
	Iteration 113Q: 3 clusters Score -2.654624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 200380 members 
Entering Unmasked Estep 
Score: -26546228.000000 Penalty: 6066.752441
	Iteration 114Q: 3 clusters Score -2.654623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 200397 members 
Entering Unmasked Estep 
Score: -26546250.000000 Penalty: 6066.752441
	Iteration 115Q: 3 clusters Score -2.654625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 200418 members 
Entering Unmasked Estep 
Score: -26546264.000000 Penalty: 6066.752441
	Iteration 116Q: 3 clusters Score -2.654626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 200437 members 
Entering Unmasked Estep 
Score: -26546268.000000 Penalty: 6066.752441
	Iteration 117Q: 3 clusters Score -2.654627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 200456 members 
Entering Unmasked Estep 
Score: -26546240.000000 Penalty: 6066.752441
	Iteration 118Q: 3 clusters Score -2.654624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 200480 members 
Entering Unmasked Estep 
Score: -26546242.000000 Penalty: 6066.752441
	Iteration 119Q: 3 clusters Score -2.654624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 200502 members 
Entering Unmasked Estep 
Score: -26546200.000000 Penalty: 6066.752441
	Iteration 120F: 3 clusters Score -2.65462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 200515 members 
Entering Unmasked Estep 
Score: -26546214.000000 Penalty: 6066.752441
	Iteration 121Q: 3 clusters Score -2.654621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 200529 members 
Entering Unmasked Estep 
Score: -26546174.000000 Penalty: 6066.752441
	Iteration 122Q: 3 clusters Score -2.654617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 200539 members 
Entering Unmasked Estep 
Score: -26546194.000000 Penalty: 6066.752441
	Iteration 123Q: 3 clusters Score -2.654619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 200553 members 
Entering Unmasked Estep 
Score: -26546192.000000 Penalty: 6066.752441
	Iteration 124Q: 3 clusters Score -2.654619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 200572 members 
Entering Unmasked Estep 
Score: -26546176.000000 Penalty: 6066.752441
	Iteration 125Q: 3 clusters Score -2.654618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 200588 members 
Entering Unmasked Estep 
Score: -26546174.000000 Penalty: 6066.752441
	Iteration 126Q: 3 clusters Score -2.654617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 200600 members 
Entering Unmasked Estep 
Score: -26546168.000000 Penalty: 6066.752441
	Iteration 127Q: 3 clusters Score -2.654617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 200613 members 
Entering Unmasked Estep 
Score: -26546138.000000 Penalty: 6066.752441
	Iteration 128Q: 3 clusters Score -2.654614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 200632 members 
Entering Unmasked Estep 
Score: -26546146.000000 Penalty: 6066.752441
	Iteration 129Q: 3 clusters Score -2.654615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 200644 members 
Entering Unmasked Estep 
Score: -26546166.000000 Penalty: 6066.752441
	Iteration 130Q: 3 clusters Score -2.654617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 200658 members 
Entering Unmasked Estep 
Score: -26546178.000000 Penalty: 6066.752441
	Iteration 131Q: 3 clusters Score -2.654618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 200675 members 
Entering Unmasked Estep 
Score: -26546184.000000 Penalty: 6066.752441
	Iteration 132Q: 3 clusters Score -2.654618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 200688 members 
Entering Unmasked Estep 
Score: -26546170.000000 Penalty: 6066.752441
	Iteration 133Q: 3 clusters Score -2.654617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 200699 members 
Entering Unmasked Estep 
Score: -26546166.000000 Penalty: 6066.752441
	Iteration 134Q: 3 clusters Score -2.654617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 200710 members 
Entering Unmasked Estep 
Score: -26546164.000000 Penalty: 6066.752441
	Iteration 135Q: 3 clusters Score -2.654616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 200717 members 
Entering Unmasked Estep 
Score: -26546160.000000 Penalty: 6066.752441
	Iteration 136Q: 3 clusters Score -2.654616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 200722 members 
Entering Unmasked Estep 
Score: -26546156.000000 Penalty: 6066.752441
	Iteration 137Q: 3 clusters Score -2.654616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 200735 members 
Entering Unmasked Estep 
Score: -26546148.000000 Penalty: 6066.752441
	Iteration 138Q: 3 clusters Score -2.654615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -26546122.000000 Penalty: 6066.752441
	Iteration 139Q: 3 clusters Score -2.654612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 200763 members 
Entering Unmasked Estep 
Score: -26546118.000000 Penalty: 6066.752441
	Iteration 140F: 3 clusters Score -2.654612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 200783 members 
Entering Unmasked Estep 
Score: -26546138.000000 Penalty: 6066.752441
	Iteration 141Q: 3 clusters Score -2.654614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 200796 members 
Entering Unmasked Estep 
Score: -26546126.000000 Penalty: 6066.752441
	Iteration 142Q: 3 clusters Score -2.654613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 200804 members 
Entering Unmasked Estep 
Score: -26546106.000000 Penalty: 6066.752441
	Iteration 143Q: 3 clusters Score -2.654611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 200818 members 
Entering Unmasked Estep 
Score: -26546116.000000 Penalty: 6066.752441
	Iteration 144Q: 3 clusters Score -2.654612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 200832 members 
Entering Unmasked Estep 
Score: -26546100.000000 Penalty: 6066.752441
	Iteration 145Q: 3 clusters Score -2.65461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -26546092.000000 Penalty: 6066.752441
	Iteration 146Q: 3 clusters Score -2.654609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 200863 members 
Entering Unmasked Estep 
Score: -26546074.000000 Penalty: 6066.752441
	Iteration 147Q: 3 clusters Score -2.654607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 200872 members 
Entering Unmasked Estep 
Score: -26546088.000000 Penalty: 6066.752441
	Iteration 148Q: 3 clusters Score -2.654609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -26546074.000000 Penalty: 6066.752441
	Iteration 149Q: 3 clusters Score -2.654607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 200899 members 
Entering Unmasked Estep 
Score: -26546064.000000 Penalty: 6066.752441
	Iteration 150Q: 3 clusters Score -2.654606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 200908 members 
Entering Unmasked Estep 
Score: -26546076.000000 Penalty: 6066.752441
	Iteration 151Q: 3 clusters Score -2.654608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 200913 members 
Entering Unmasked Estep 
Score: -26546068.000000 Penalty: 6066.752441
	Iteration 152Q: 3 clusters Score -2.654607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -26546080.000000 Penalty: 6066.752441
	Iteration 153Q: 3 clusters Score -2.654608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 200929 members 
Entering Unmasked Estep 
Score: -26546082.000000 Penalty: 6066.752441
	Iteration 154Q: 3 clusters Score -2.654608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 200936 members 
Entering Unmasked Estep 
Score: -26546068.000000 Penalty: 6066.752441
	Iteration 155Q: 3 clusters Score -2.654607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 200943 members 
Entering Unmasked Estep 
Score: -26546078.000000 Penalty: 6066.752441
	Iteration 156Q: 3 clusters Score -2.654608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 200949 members 
Entering Unmasked Estep 
Score: -26546098.000000 Penalty: 6066.752441
	Iteration 157Q: 3 clusters Score -2.65461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
Score: -26546094.000000 Penalty: 6066.752441
	Iteration 158Q: 3 clusters Score -2.654609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 200953 members 
Entering Unmasked Estep 
Score: -26546098.000000 Penalty: 6066.752441
	Iteration 159Q: 3 clusters Score -2.65461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 200953 members 
Entering Unmasked Estep 
Score: -26546098.000000 Penalty: 6066.752441
	Iteration 160F: 3 clusters Score -2.65461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -689630.312500 Penalty: 2134.906982
	Iteration 0F: 2 clusters Score -689630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -684786.000000 Penalty: 4269.813965
	Iteration 0F: 3 clusters Score -684786 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -685930.187500 Penalty: 4269.813965
	Iteration 1F: 3 clusters Score -685930.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -686157.500000 Penalty: 4269.813965
	Iteration 2F: 3 clusters Score -686157.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -686309.375000 Penalty: 4269.813965
	Iteration 3F: 3 clusters Score -686309.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -686399.750000 Penalty: 4269.813965
	Iteration 4Q: 3 clusters Score -686399.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -686468.875000 Penalty: 4269.813965
	Iteration 5Q: 3 clusters Score -686468.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -686528.312500 Penalty: 4269.813965
	Iteration 6Q: 3 clusters Score -686528.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -686574.625000 Penalty: 4269.813965
	Iteration 7Q: 3 clusters Score -686574.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -686622.687500 Penalty: 4269.813965
	Iteration 8Q: 3 clusters Score -686622.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -686667.000000 Penalty: 4269.813965
	Iteration 9Q: 3 clusters Score -686667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -686714.875000 Penalty: 4269.813965
	Iteration 10Q: 3 clusters Score -686714.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -686762.125000 Penalty: 4269.813965
	Iteration 11Q: 3 clusters Score -686762.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -686816.187500 Penalty: 4269.813965
	Iteration 12Q: 3 clusters Score -686816.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -686879.375000 Penalty: 4269.813965
	Iteration 13Q: 3 clusters Score -686879.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -686953.062500 Penalty: 4269.813965
	Iteration 14Q: 3 clusters Score -686953.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -687035.375000 Penalty: 4269.813965
	Iteration 15Q: 3 clusters Score -687035.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -687111.437500 Penalty: 4269.813965
	Iteration 16Q: 3 clusters Score -687111.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -687186.187500 Penalty: 4269.813965
	Iteration 17Q: 3 clusters Score -687186.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -687251.437500 Penalty: 4269.813965
	Iteration 18Q: 3 clusters Score -687251.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -687327.937500 Penalty: 4269.813965
	Iteration 19Q: 3 clusters Score -687327.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -687387.062500 Penalty: 4269.813965
	Iteration 20F: 3 clusters Score -687387.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -687441.875000 Penalty: 4269.813965
	Iteration 21Q: 3 clusters Score -687441.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -687486.937500 Penalty: 4269.813965
	Iteration 22Q: 3 clusters Score -687486.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -687531.812500 Penalty: 4269.813965
	Iteration 23Q: 3 clusters Score -687531.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -687572.125000 Penalty: 4269.813965
	Iteration 24Q: 3 clusters Score -687572.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -687603.250000 Penalty: 4269.813965
	Iteration 25Q: 3 clusters Score -687603.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -687632.125000 Penalty: 4269.813965
	Iteration 26Q: 3 clusters Score -687632.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -687659.250000 Penalty: 4269.813965
	Iteration 27Q: 3 clusters Score -687659.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -687681.250000 Penalty: 4269.813965
	Iteration 28Q: 3 clusters Score -687681.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -687697.750000 Penalty: 4269.813965
	Iteration 29Q: 3 clusters Score -687697.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -687709.562500 Penalty: 4269.813965
	Iteration 30Q: 3 clusters Score -687709.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -687716.625000 Penalty: 4269.813965
	Iteration 31Q: 3 clusters Score -687716.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -687725.687500 Penalty: 4269.813965
	Iteration 32Q: 3 clusters Score -687725.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -687732.250000 Penalty: 4269.813965
	Iteration 33Q: 3 clusters Score -687732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -687741.312500 Penalty: 4269.813965
	Iteration 34Q: 3 clusters Score -687741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -687746.812500 Penalty: 4269.813965
	Iteration 35Q: 3 clusters Score -687746.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -687751.750000 Penalty: 4269.813965
	Iteration 36Q: 3 clusters Score -687751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -687753.812500 Penalty: 4269.813965
	Iteration 37Q: 3 clusters Score -687753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -687757.875000 Penalty: 4269.813965
	Iteration 38Q: 3 clusters Score -687757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -687761.750000 Penalty: 4269.813965
	Iteration 39Q: 3 clusters Score -687761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -687766.562500 Penalty: 4269.813965
	Iteration 40F: 3 clusters Score -687766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -687766.812500 Penalty: 4269.813965
	Iteration 41Q: 3 clusters Score -687766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -687768.562500 Penalty: 4269.813965
	Iteration 42Q: 3 clusters Score -687768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687773.375000 Penalty: 4269.813965
	Iteration 43Q: 3 clusters Score -687773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687773.437500 Penalty: 4269.813965
	Iteration 44Q: 3 clusters Score -687773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -687775.312500 Penalty: 4269.813965
	Iteration 45Q: 3 clusters Score -687775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -687780.000000 Penalty: 4269.813965
	Iteration 46Q: 3 clusters Score -687780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -687784.125000 Penalty: 4269.813965
	Iteration 47Q: 3 clusters Score -687784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -687787.500000 Penalty: 4269.813965
	Iteration 48Q: 3 clusters Score -687787.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -687790.562500 Penalty: 4269.813965
	Iteration 49Q: 3 clusters Score -687790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -687792.812500 Penalty: 4269.813965
	Iteration 50Q: 3 clusters Score -687792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -687795.250000 Penalty: 4269.813965
	Iteration 51Q: 3 clusters Score -687795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -687795.375000 Penalty: 4269.813965
	Iteration 52Q: 3 clusters Score -687795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -687798.375000 Penalty: 4269.813965
	Iteration 53Q: 3 clusters Score -687798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -687799.687500 Penalty: 4269.813965
	Iteration 54Q: 3 clusters Score -687799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687801.437500 Penalty: 4269.813965
	Iteration 55Q: 3 clusters Score -687801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687801.562500 Penalty: 4269.813965
	Iteration 56Q: 3 clusters Score -687801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -687802.375000 Penalty: 4269.813965
	Iteration 57Q: 3 clusters Score -687802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -687802.375000 Penalty: 4269.813965
	Iteration 58F: 3 clusters Score -687802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Entering Unmasked Estep 
Score: -3604892.500000 Penalty: 2536.417480
	Iteration 0F: 2 clusters Score -3604892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3585821.250000 Penalty: 5072.834961
	Iteration 0F: 3 clusters Score -3585821 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3592622.750000 Penalty: 5072.834961
	Iteration 1F: 3 clusters Score -3592623 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3593081.250000 Penalty: 5072.834961
	Iteration 2Q: 3 clusters Score -3593081 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3593452.750000 Penalty: 5072.834961
	Iteration 3Q: 3 clusters Score -3593453 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3593873.750000 Penalty: 5072.834961
	Iteration 4Q: 3 clusters Score -3593874 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3594312.000000 Penalty: 5072.834961
	Iteration 5Q: 3 clusters Score -3594312 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3594856.750000 Penalty: 5072.834961
	Iteration 6Q: 3 clusters Score -3594857 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3595527.250000 Penalty: 5072.834961
	Iteration 7Q: 3 clusters Score -3595527 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3596424.250000 Penalty: 5072.834961
	Iteration 8F: 3 clusters Score -3596424 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3597439.000000 Penalty: 5072.834961
	Iteration 9F: 3 clusters Score -3597439 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3598308.750000 Penalty: 5072.834961
	Iteration 10Q: 3 clusters Score -3598309 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3598968.750000 Penalty: 5072.834961
	Iteration 11Q: 3 clusters Score -3598969 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3599433.000000 Penalty: 5072.834961
	Iteration 12Q: 3 clusters Score -3599433 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3599772.000000 Penalty: 5072.834961
	Iteration 13Q: 3 clusters Score -3599772 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3599977.750000 Penalty: 5072.834961
	Iteration 14Q: 3 clusters Score -3599978 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3600148.000000 Penalty: 5072.834961
	Iteration 15Q: 3 clusters Score -3600148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3600312.750000 Penalty: 5072.834961
	Iteration 16Q: 3 clusters Score -3600313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3600465.750000 Penalty: 5072.834961
	Iteration 17Q: 3 clusters Score -3600466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3600587.500000 Penalty: 5072.834961
	Iteration 18Q: 3 clusters Score -3600588 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3600690.500000 Penalty: 5072.834961
	Iteration 19Q: 3 clusters Score -3600690 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3600804.250000 Penalty: 5072.834961
	Iteration 20F: 3 clusters Score -3600804 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3600910.250000 Penalty: 5072.834961
	Iteration 21Q: 3 clusters Score -3600910 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3601008.500000 Penalty: 5072.834961
	Iteration 22Q: 3 clusters Score -3601008 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3601135.750000 Penalty: 5072.834961
	Iteration 23Q: 3 clusters Score -3601136 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3601270.500000 Penalty: 5072.834961
	Iteration 24Q: 3 clusters Score -3601270 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3601376.000000 Penalty: 5072.834961
	Iteration 25Q: 3 clusters Score -3601376 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3601482.000000 Penalty: 5072.834961
	Iteration 26Q: 3 clusters Score -3601482 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3601606.750000 Penalty: 5072.834961
	Iteration 27Q: 3 clusters Score -3601607 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3601734.250000 Penalty: 5072.834961
	Iteration 28Q: 3 clusters Score -3601734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3601856.500000 Penalty: 5072.834961
	Iteration 29Q: 3 clusters Score -3601856 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3601977.750000 Penalty: 5072.834961
	Iteration 30Q: 3 clusters Score -3601978 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3602118.750000 Penalty: 5072.834961
	Iteration 31Q: 3 clusters Score -3602119 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3602254.250000 Penalty: 5072.834961
	Iteration 32Q: 3 clusters Score -3602254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3602373.750000 Penalty: 5072.834961
	Iteration 33Q: 3 clusters Score -3602374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3602463.500000 Penalty: 5072.834961
	Iteration 34Q: 3 clusters Score -3602464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3602545.000000 Penalty: 5072.834961
	Iteration 35Q: 3 clusters Score -3602545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3602606.750000 Penalty: 5072.834961
	Iteration 36Q: 3 clusters Score -3602607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3602647.250000 Penalty: 5072.834961
	Iteration 37Q: 3 clusters Score -3602647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3602663.500000 Penalty: 5072.834961
	Iteration 38Q: 3 clusters Score -3602664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3602676.750000 Penalty: 5072.834961
	Iteration 39Q: 3 clusters Score -3602677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3602702.750000 Penalty: 5072.834961
	Iteration 40F: 3 clusters Score -3602703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3602729.250000 Penalty: 5072.834961
	Iteration 41Q: 3 clusters Score -3602729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3602744.500000 Penalty: 5072.834961
	Iteration 42Q: 3 clusters Score -3602744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3602775.500000 Penalty: 5072.834961
	Iteration 43Q: 3 clusters Score -3602776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3602774.500000 Penalty: 5072.834961
	Iteration 44Q: 3 clusters Score -3602774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3602782.500000 Penalty: 5072.834961
	Iteration 45Q: 3 clusters Score -3602782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3602789.750000 Penalty: 5072.834961
	Iteration 46Q: 3 clusters Score -3602790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3602794.000000 Penalty: 5072.834961
	Iteration 47Q: 3 clusters Score -3602794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3602793.500000 Penalty: 5072.834961
	Iteration 48Q: 3 clusters Score -3602794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3602800.750000 Penalty: 5072.834961
	Iteration 49Q: 3 clusters Score -3602801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3602807.750000 Penalty: 5072.834961
	Iteration 50Q: 3 clusters Score -3602808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3602811.500000 Penalty: 5072.834961
	Iteration 51Q: 3 clusters Score -3602812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3602811.000000 Penalty: 5072.834961
	Iteration 52Q: 3 clusters Score -3602811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3602812.750000 Penalty: 5072.834961
	Iteration 53Q: 3 clusters Score -3602813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3602816.250000 Penalty: 5072.834961
	Iteration 54Q: 3 clusters Score -3602816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3602816.500000 Penalty: 5072.834961
	Iteration 55Q: 3 clusters Score -3602816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3602824.250000 Penalty: 5072.834961
	Iteration 56Q: 3 clusters Score -3602824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3602832.250000 Penalty: 5072.834961
	Iteration 57Q: 3 clusters Score -3602832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3602831.250000 Penalty: 5072.834961
	Iteration 58Q: 3 clusters Score -3602831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3602833.000000 Penalty: 5072.834961
	Iteration 59Q: 3 clusters Score -3602833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3602833.000000 Penalty: 5072.834961
	Iteration 60F: 3 clusters Score -3602833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -361273.343750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -361273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -358061.937500 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -358061.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -358847.187500 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -358847.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -359113.718750 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -359113.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -359309.125000 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -359309.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -359481.843750 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -359481.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -359617.281250 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -359617.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -359755.843750 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -359755.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -359888.250000 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -359888.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -359995.781250 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -359995.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -360079.531250 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -360079.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360152.343750 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -360152.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -360205.968750 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -360206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -360256.406250 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -360256.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -360290.781250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -360290.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -360318.968750 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -360319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -360338.000000 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -360338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -360356.625000 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -360356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -360370.906250 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -360370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -360386.750000 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -360386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -360398.906250 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -360398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -360410.937500 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -360410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -360415.875000 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -360415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360417.687500 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -360417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -360417.687500 Penalty: 3971.984375
	Iteration 23F: 3 clusters Score -360417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107658.671875 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107658.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108260.929688 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108260.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108542.632812 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108542.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108780.640625 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108780.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108974.257812 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108974.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109066.593750 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -109066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109123.218750 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -109123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109141.617188 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -109141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109151.015625 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109156.312500 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109161.171875 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109165.953125 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109179.601562 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109187.320312 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -109187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109192.765625 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -109192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109197.531250 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -109197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109212.695312 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -109212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -109219.601562 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -109219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109223.609375 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -109223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109226.312500 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -109226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -109228.914062 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -109228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -109229.804688 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -109229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -109229.804688 Penalty: 3460.268555
	Iteration 22F: 3 clusters Score -109229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 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 302 members 
Entering Unmasked Estep 
Score: -69246.234375 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69246.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69462.695312 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69462.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69602.195312 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69602.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69760.531250 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -69760.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69801.828125 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -69801.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69822.765625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -69822.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69839.062500 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -69839.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69859.945312 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -69859.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69869.789062 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -69869.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69869.789062 Penalty: 3198.649170
	Iteration 9F: 3 clusters Score -69869.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171559 members 
Entering Unmasked Estep 
Score: -22066200.000000 Penalty: 2989.065430
	Iteration 0F: 2 clusters Score -2.20662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -21952344.000000 Penalty: 5978.130859
	Iteration 0F: 3 clusters Score -2.195234e+07 nChanged 82574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -22001656.000000 Penalty: 5978.130859
	Iteration 1F: 3 clusters Score -2.200166e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -22002914.000000 Penalty: 5978.130859
	Iteration 2Q: 3 clusters Score -2.200291e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -22004526.000000 Penalty: 5978.130859
	Iteration 3Q: 3 clusters Score -2.200453e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -22006656.000000 Penalty: 5978.130859
	Iteration 4Q: 3 clusters Score -2.200666e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -22009842.000000 Penalty: 5978.130859
	Iteration 5Q: 3 clusters Score -2.200984e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -22015070.000000 Penalty: 5978.130859
	Iteration 6F: 3 clusters Score -2.201507e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -22022368.000000 Penalty: 5978.130859
	Iteration 7F: 3 clusters Score -2.202237e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -22031126.000000 Penalty: 5978.130859
	Iteration 8F: 3 clusters Score -2.203113e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -22038482.000000 Penalty: 5978.130859
	Iteration 9F: 3 clusters Score -2.203848e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -22042978.000000 Penalty: 5978.130859
	Iteration 10Q: 3 clusters Score -2.204298e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 129230 members 
Entering Unmasked Estep 
Score: -22045224.000000 Penalty: 5978.130859
	Iteration 11Q: 3 clusters Score -2.204522e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -22047044.000000 Penalty: 5978.130859
	Iteration 12Q: 3 clusters Score -2.204704e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -22048614.000000 Penalty: 5978.130859
	Iteration 13Q: 3 clusters Score -2.204861e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -22050564.000000 Penalty: 5978.130859
	Iteration 14Q: 3 clusters Score -2.205056e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 140908 members 
Entering Unmasked Estep 
Score: -22052544.000000 Penalty: 5978.130859
	Iteration 15Q: 3 clusters Score -2.205254e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -22054452.000000 Penalty: 5978.130859
	Iteration 16Q: 3 clusters Score -2.205445e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 145103 members 
Entering Unmasked Estep 
Score: -22056470.000000 Penalty: 5978.130859
	Iteration 17Q: 3 clusters Score -2.205647e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -22058350.000000 Penalty: 5978.130859
	Iteration 18Q: 3 clusters Score -2.205835e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -22060044.000000 Penalty: 5978.130859
	Iteration 19Q: 3 clusters Score -2.206004e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 148487 members 
Entering Unmasked Estep 
Score: -22061436.000000 Penalty: 5978.130859
	Iteration 20F: 3 clusters Score -2.206144e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -22062536.000000 Penalty: 5978.130859
	Iteration 21Q: 3 clusters Score -2.206254e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -22063276.000000 Penalty: 5978.130859
	Iteration 22Q: 3 clusters Score -2.206328e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -22063770.000000 Penalty: 5978.130859
	Iteration 23Q: 3 clusters Score -2.206377e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -22064044.000000 Penalty: 5978.130859
	Iteration 24Q: 3 clusters Score -2.206404e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -22064202.000000 Penalty: 5978.130859
	Iteration 25Q: 3 clusters Score -2.20642e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 150996 members 
Entering Unmasked Estep 
Score: -22064308.000000 Penalty: 5978.130859
	Iteration 26Q: 3 clusters Score -2.206431e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -22064414.000000 Penalty: 5978.130859
	Iteration 27Q: 3 clusters Score -2.206441e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -22064448.000000 Penalty: 5978.130859
	Iteration 28Q: 3 clusters Score -2.206445e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -22064498.000000 Penalty: 5978.130859
	Iteration 29Q: 3 clusters Score -2.20645e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -22064554.000000 Penalty: 5978.130859
	Iteration 30Q: 3 clusters Score -2.206455e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -22064576.000000 Penalty: 5978.130859
	Iteration 31Q: 3 clusters Score -2.206458e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -22064562.000000 Penalty: 5978.130859
	Iteration 32Q: 3 clusters Score -2.206456e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -22064568.000000 Penalty: 5978.130859
	Iteration 33Q: 3 clusters Score -2.206457e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -22064622.000000 Penalty: 5978.130859
	Iteration 34Q: 3 clusters Score -2.206462e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 153484 members 
Entering Unmasked Estep 
Score: -22064650.000000 Penalty: 5978.130859
	Iteration 35Q: 3 clusters Score -2.206465e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -22064726.000000 Penalty: 5978.130859
	Iteration 36Q: 3 clusters Score -2.206473e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 153998 members 
Entering Unmasked Estep 
Score: -22064720.000000 Penalty: 5978.130859
	Iteration 37Q: 3 clusters Score -2.206472e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -22064722.000000 Penalty: 5978.130859
	Iteration 38Q: 3 clusters Score -2.206472e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -22064746.000000 Penalty: 5978.130859
	Iteration 39Q: 3 clusters Score -2.206475e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -22064742.000000 Penalty: 5978.130859
	Iteration 40F: 3 clusters Score -2.206474e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -22064850.000000 Penalty: 5978.130859
	Iteration 41Q: 3 clusters Score -2.206485e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 155297 members 
Entering Unmasked Estep 
Score: -22064810.000000 Penalty: 5978.130859
	Iteration 42Q: 3 clusters Score -2.206481e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 155551 members 
Entering Unmasked Estep 
Score: -22064804.000000 Penalty: 5978.130859
	Iteration 43Q: 3 clusters Score -2.20648e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -22064814.000000 Penalty: 5978.130859
	Iteration 44Q: 3 clusters Score -2.206481e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -22064880.000000 Penalty: 5978.130859
	Iteration 45Q: 3 clusters Score -2.206488e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -22064906.000000 Penalty: 5978.130859
	Iteration 46Q: 3 clusters Score -2.206491e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 156625 members 
Entering Unmasked Estep 
Score: -22064930.000000 Penalty: 5978.130859
	Iteration 47Q: 3 clusters Score -2.206493e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -22064966.000000 Penalty: 5978.130859
	Iteration 48Q: 3 clusters Score -2.206497e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -22064976.000000 Penalty: 5978.130859
	Iteration 49Q: 3 clusters Score -2.206498e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -22065018.000000 Penalty: 5978.130859
	Iteration 50Q: 3 clusters Score -2.206502e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -22065030.000000 Penalty: 5978.130859
	Iteration 51Q: 3 clusters Score -2.206503e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -22065034.000000 Penalty: 5978.130859
	Iteration 52Q: 3 clusters Score -2.206503e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -22065046.000000 Penalty: 5978.130859
	Iteration 53Q: 3 clusters Score -2.206505e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 158449 members 
Entering Unmasked Estep 
Score: -22065094.000000 Penalty: 5978.130859
	Iteration 54Q: 3 clusters Score -2.206509e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -22065042.000000 Penalty: 5978.130859
	Iteration 55Q: 3 clusters Score -2.206504e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -22065084.000000 Penalty: 5978.130859
	Iteration 56Q: 3 clusters Score -2.206508e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -22065042.000000 Penalty: 5978.130859
	Iteration 57Q: 3 clusters Score -2.206504e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 159417 members 
Entering Unmasked Estep 
Score: -22065020.000000 Penalty: 5978.130859
	Iteration 58Q: 3 clusters Score -2.206502e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -22065032.000000 Penalty: 5978.130859
	Iteration 59Q: 3 clusters Score -2.206503e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 159902 members 
Entering Unmasked Estep 
Score: -22064992.000000 Penalty: 5978.130859
	Iteration 60F: 3 clusters Score -2.206499e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -22065030.000000 Penalty: 5978.130859
	Iteration 61Q: 3 clusters Score -2.206503e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -22065004.000000 Penalty: 5978.130859
	Iteration 62Q: 3 clusters Score -2.2065e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 160575 members 
Entering Unmasked Estep 
Score: -22065024.000000 Penalty: 5978.130859
	Iteration 63Q: 3 clusters Score -2.206502e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -22064980.000000 Penalty: 5978.130859
	Iteration 64Q: 3 clusters Score -2.206498e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 160996 members 
Entering Unmasked Estep 
Score: -22064972.000000 Penalty: 5978.130859
	Iteration 65Q: 3 clusters Score -2.206497e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -22064968.000000 Penalty: 5978.130859
	Iteration 66Q: 3 clusters Score -2.206497e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -22064900.000000 Penalty: 5978.130859
	Iteration 67Q: 3 clusters Score -2.20649e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -22064880.000000 Penalty: 5978.130859
	Iteration 68Q: 3 clusters Score -2.206488e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 161815 members 
Entering Unmasked Estep 
Score: -22064912.000000 Penalty: 5978.130859
	Iteration 69Q: 3 clusters Score -2.206491e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -22064896.000000 Penalty: 5978.130859
	Iteration 70Q: 3 clusters Score -2.20649e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 162160 members 
Entering Unmasked Estep 
Score: -22064894.000000 Penalty: 5978.130859
	Iteration 71Q: 3 clusters Score -2.206489e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 162339 members 
Entering Unmasked Estep 
Score: -22064882.000000 Penalty: 5978.130859
	Iteration 72Q: 3 clusters Score -2.206488e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 162524 members 
Entering Unmasked Estep 
Score: -22064934.000000 Penalty: 5978.130859
	Iteration 73Q: 3 clusters Score -2.206493e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -22064992.000000 Penalty: 5978.130859
	Iteration 74Q: 3 clusters Score -2.206499e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -22064978.000000 Penalty: 5978.130859
	Iteration 75Q: 3 clusters Score -2.206498e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -22065030.000000 Penalty: 5978.130859
	Iteration 76Q: 3 clusters Score -2.206503e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -22064988.000000 Penalty: 5978.130859
	Iteration 77Q: 3 clusters Score -2.206499e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -22064986.000000 Penalty: 5978.130859
	Iteration 78Q: 3 clusters Score -2.206499e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -22064980.000000 Penalty: 5978.130859
	Iteration 79Q: 3 clusters Score -2.206498e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -22064996.000000 Penalty: 5978.130859
	Iteration 80F: 3 clusters Score -2.2065e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -22064964.000000 Penalty: 5978.130859
	Iteration 81Q: 3 clusters Score -2.206496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -22064904.000000 Penalty: 5978.130859
	Iteration 82Q: 3 clusters Score -2.20649e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 163871 members 
Entering Unmasked Estep 
Score: -22064890.000000 Penalty: 5978.130859
	Iteration 83Q: 3 clusters Score -2.206489e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -22064878.000000 Penalty: 5978.130859
	Iteration 84Q: 3 clusters Score -2.206488e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -22064892.000000 Penalty: 5978.130859
	Iteration 85Q: 3 clusters Score -2.206489e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -22064892.000000 Penalty: 5978.130859
	Iteration 86Q: 3 clusters Score -2.206489e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 164272 members 
Entering Unmasked Estep 
Score: -22064884.000000 Penalty: 5978.130859
	Iteration 87Q: 3 clusters Score -2.206488e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -22064886.000000 Penalty: 5978.130859
	Iteration 88Q: 3 clusters Score -2.206489e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 164468 members 
Entering Unmasked Estep 
Score: -22064864.000000 Penalty: 5978.130859
	Iteration 89Q: 3 clusters Score -2.206486e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -22064850.000000 Penalty: 5978.130859
	Iteration 90Q: 3 clusters Score -2.206485e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -22064824.000000 Penalty: 5978.130859
	Iteration 91Q: 3 clusters Score -2.206482e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -22064802.000000 Penalty: 5978.130859
	Iteration 92Q: 3 clusters Score -2.20648e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 164794 members 
Entering Unmasked Estep 
Score: -22064796.000000 Penalty: 5978.130859
	Iteration 93Q: 3 clusters Score -2.20648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -22064810.000000 Penalty: 5978.130859
	Iteration 94Q: 3 clusters Score -2.206481e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -22064798.000000 Penalty: 5978.130859
	Iteration 95Q: 3 clusters Score -2.20648e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -22064758.000000 Penalty: 5978.130859
	Iteration 96Q: 3 clusters Score -2.206476e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -22064742.000000 Penalty: 5978.130859
	Iteration 97Q: 3 clusters Score -2.206474e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -22064716.000000 Penalty: 5978.130859
	Iteration 98Q: 3 clusters Score -2.206472e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -22064684.000000 Penalty: 5978.130859
	Iteration 99Q: 3 clusters Score -2.206468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 165210 members 
Entering Unmasked Estep 
Score: -22064682.000000 Penalty: 5978.130859
	Iteration 100F: 3 clusters Score -2.206468e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -22064672.000000 Penalty: 5978.130859
	Iteration 101Q: 3 clusters Score -2.206467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -22064656.000000 Penalty: 5978.130859
	Iteration 102Q: 3 clusters Score -2.206466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -22064662.000000 Penalty: 5978.130859
	Iteration 103Q: 3 clusters Score -2.206466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -22064670.000000 Penalty: 5978.130859
	Iteration 104Q: 3 clusters Score -2.206467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -22064660.000000 Penalty: 5978.130859
	Iteration 105Q: 3 clusters Score -2.206466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -22064686.000000 Penalty: 5978.130859
	Iteration 106Q: 3 clusters Score -2.206469e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -22064680.000000 Penalty: 5978.130859
	Iteration 107Q: 3 clusters Score -2.206468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 165490 members 
Entering Unmasked Estep 
Score: -22064676.000000 Penalty: 5978.130859
	Iteration 108Q: 3 clusters Score -2.206468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -22064706.000000 Penalty: 5978.130859
	Iteration 109Q: 3 clusters Score -2.206471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -22064700.000000 Penalty: 5978.130859
	Iteration 110Q: 3 clusters Score -2.20647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -22064690.000000 Penalty: 5978.130859
	Iteration 111Q: 3 clusters Score -2.206469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -22064664.000000 Penalty: 5978.130859
	Iteration 112Q: 3 clusters Score -2.206466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -22064684.000000 Penalty: 5978.130859
	Iteration 113Q: 3 clusters Score -2.206468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -22064652.000000 Penalty: 5978.130859
	Iteration 114Q: 3 clusters Score -2.206465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -22064660.000000 Penalty: 5978.130859
	Iteration 115Q: 3 clusters Score -2.206466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -22064672.000000 Penalty: 5978.130859
	Iteration 116Q: 3 clusters Score -2.206467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 165704 members 
Entering Unmasked Estep 
Score: -22064678.000000 Penalty: 5978.130859
	Iteration 117Q: 3 clusters Score -2.206468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22064678.000000 Penalty: 5978.130859
	Iteration 118Q: 3 clusters Score -2.206468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -22064674.000000 Penalty: 5978.130859
	Iteration 119Q: 3 clusters Score -2.206467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -22064668.000000 Penalty: 5978.130859
	Iteration 120F: 3 clusters Score -2.206467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 165791 members 
Entering Unmasked Estep 
Score: -22064644.000000 Penalty: 5978.130859
	Iteration 121Q: 3 clusters Score -2.206464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 165809 members 
Entering Unmasked Estep 
Score: -22064654.000000 Penalty: 5978.130859
	Iteration 122Q: 3 clusters Score -2.206465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 165821 members 
Entering Unmasked Estep 
Score: -22064658.000000 Penalty: 5978.130859
	Iteration 123Q: 3 clusters Score -2.206466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -22064642.000000 Penalty: 5978.130859
	Iteration 124Q: 3 clusters Score -2.206464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -22064644.000000 Penalty: 5978.130859
	Iteration 125Q: 3 clusters Score -2.206464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -22064666.000000 Penalty: 5978.130859
	Iteration 126Q: 3 clusters Score -2.206467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -22064670.000000 Penalty: 5978.130859
	Iteration 127Q: 3 clusters Score -2.206467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -22064644.000000 Penalty: 5978.130859
	Iteration 128Q: 3 clusters Score -2.206464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -22064636.000000 Penalty: 5978.130859
	Iteration 129Q: 3 clusters Score -2.206464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -22064642.000000 Penalty: 5978.130859
	Iteration 130Q: 3 clusters Score -2.206464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -22064632.000000 Penalty: 5978.130859
	Iteration 131Q: 3 clusters Score -2.206463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -22064634.000000 Penalty: 5978.130859
	Iteration 132Q: 3 clusters Score -2.206463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 165895 members 
Entering Unmasked Estep 
Score: -22064636.000000 Penalty: 5978.130859
	Iteration 133Q: 3 clusters Score -2.206464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 165897 members 
Entering Unmasked Estep 
Score: -22064628.000000 Penalty: 5978.130859
	Iteration 134Q: 3 clusters Score -2.206463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -22064628.000000 Penalty: 5978.130859
	Iteration 135Q: 3 clusters Score -2.206463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -22064620.000000 Penalty: 5978.130859
	Iteration 136Q: 3 clusters Score -2.206462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -22064620.000000 Penalty: 5978.130859
	Iteration 137F: 3 clusters Score -2.206462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88159.843750 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88159.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86450.164062 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86450.16 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86741.789062 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86741.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86862.296875 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86862.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86917.796875 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86917.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86953.632812 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86953.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86997.101562 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87012.218750 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -87012.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87025.445312 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -87025.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87033.023438 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -87033.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87040.156250 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -87040.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87055.242188 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -87055.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87068.562500 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -87068.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87085.960938 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -87085.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87098.578125 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -87098.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87111.101562 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -87111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87135.351562 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -87135.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87148.742188 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -87148.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87164.078125 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -87164.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87169.906250 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -87169.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87171.062500 Penalty: 3275.556152
	Iteration 19Q: 3 clusters Score -87171.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87172.140625 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -87172.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Entering Unmasked Estep 
Score: -5853058.500000 Penalty: 2656.109619
	Iteration 0F: 2 clusters Score -5853058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5822748.500000 Penalty: 5312.219238
	Iteration 0F: 3 clusters Score -5822748 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5834067.000000 Penalty: 5312.219238
	Iteration 1F: 3 clusters Score -5834067 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5834586.500000 Penalty: 5312.219238
	Iteration 2Q: 3 clusters Score -5834586 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5835042.500000 Penalty: 5312.219238
	Iteration 3Q: 3 clusters Score -5835042 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5835502.500000 Penalty: 5312.219238
	Iteration 4Q: 3 clusters Score -5835502 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5836141.500000 Penalty: 5312.219238
	Iteration 5Q: 3 clusters Score -5836142 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5837048.000000 Penalty: 5312.219238
	Iteration 6Q: 3 clusters Score -5837048 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5838368.500000 Penalty: 5312.219238
	Iteration 7F: 3 clusters Score -5838368 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -5840379.000000 Penalty: 5312.219238
	Iteration 8F: 3 clusters Score -5840379 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5842968.000000 Penalty: 5312.219238
	Iteration 9F: 3 clusters Score -5842968 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5845518.000000 Penalty: 5312.219238
	Iteration 10F: 3 clusters Score -5845518 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5847635.500000 Penalty: 5312.219238
	Iteration 11F: 3 clusters Score -5847636 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5849032.500000 Penalty: 5312.219238
	Iteration 12Q: 3 clusters Score -5849032 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5849795.000000 Penalty: 5312.219238
	Iteration 13Q: 3 clusters Score -5849795 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5850188.500000 Penalty: 5312.219238
	Iteration 14Q: 3 clusters Score -5850188 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5850435.000000 Penalty: 5312.219238
	Iteration 15Q: 3 clusters Score -5850435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5850563.000000 Penalty: 5312.219238
	Iteration 16Q: 3 clusters Score -5850563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5850639.000000 Penalty: 5312.219238
	Iteration 17Q: 3 clusters Score -5850639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5850689.000000 Penalty: 5312.219238
	Iteration 18Q: 3 clusters Score -5850689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5850734.500000 Penalty: 5312.219238
	Iteration 19Q: 3 clusters Score -5850734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5850746.000000 Penalty: 5312.219238
	Iteration 20F: 3 clusters Score -5850746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5850761.000000 Penalty: 5312.219238
	Iteration 21Q: 3 clusters Score -5850761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5850781.000000 Penalty: 5312.219238
	Iteration 22Q: 3 clusters Score -5850781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5850791.000000 Penalty: 5312.219238
	Iteration 23Q: 3 clusters Score -5850791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5850801.000000 Penalty: 5312.219238
	Iteration 24Q: 3 clusters Score -5850801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5850800.500000 Penalty: 5312.219238
	Iteration 25Q: 3 clusters Score -5850800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5850803.000000 Penalty: 5312.219238
	Iteration 26Q: 3 clusters Score -5850803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5850812.000000 Penalty: 5312.219238
	Iteration 27Q: 3 clusters Score -5850812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5850814.500000 Penalty: 5312.219238
	Iteration 28Q: 3 clusters Score -5850814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5850816.500000 Penalty: 5312.219238
	Iteration 29Q: 3 clusters Score -5850816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5850818.000000 Penalty: 5312.219238
	Iteration 30Q: 3 clusters Score -5850818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5850823.000000 Penalty: 5312.219238
	Iteration 31Q: 3 clusters Score -5850823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5850825.500000 Penalty: 5312.219238
	Iteration 32Q: 3 clusters Score -5850826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5850827.500000 Penalty: 5312.219238
	Iteration 33Q: 3 clusters Score -5850828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5850827.500000 Penalty: 5312.219238
	Iteration 34F: 3 clusters Score -5850828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 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 386 members 
Entering Unmasked Estep 
Score: -84973.625000 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -84973.62 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85255.101562 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85255.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85336.164062 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85336.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85402.148438 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -85402.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85453.640625 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -85453.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85498.789062 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -85498.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85548.492188 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -85548.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85606.289062 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -85606.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85702.875000 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -85702.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85808.140625 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -85808.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85881.968750 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -85881.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86002.968750 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -86002.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86079.609375 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -86079.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86235.437500 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -86235.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86630.796875 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -86630.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87047.125000 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -87047.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87297.421875 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -87297.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87355.585938 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -87355.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87368.648438 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -87368.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87371.476562 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -87371.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87393.015625 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -87393.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87537.851562 Penalty: 3308.700195
	Iteration 21Q: 3 clusters Score -87537.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87544.445312 Penalty: 3308.700195
	Iteration 22Q: 3 clusters Score -87544.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87556.257812 Penalty: 3308.700195
	Iteration 23Q: 3 clusters Score -87556.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87567.570312 Penalty: 3308.700195
	Iteration 24Q: 3 clusters Score -87567.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87579.109375 Penalty: 3308.700195
	Iteration 25Q: 3 clusters Score -87579.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87591.539062 Penalty: 3308.700195
	Iteration 26Q: 3 clusters Score -87591.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87613.039062 Penalty: 3308.700195
	Iteration 27Q: 3 clusters Score -87613.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87621.429688 Penalty: 3308.700195
	Iteration 28Q: 3 clusters Score -87621.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87632.703125 Penalty: 3308.700195
	Iteration 29Q: 3 clusters Score -87632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87652.132812 Penalty: 3308.700195
	Iteration 30Q: 3 clusters Score -87652.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87660.726562 Penalty: 3308.700195
	Iteration 31Q: 3 clusters Score -87660.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87665.625000 Penalty: 3308.700195
	Iteration 32Q: 3 clusters Score -87665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87665.625000 Penalty: 3308.700195
	Iteration 33F: 3 clusters Score -87665.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55679 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145620 members 
Mstep: Class 8 contains 205121 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27653 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171559 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44807 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 19699 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
Score: -166404480.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166405584.000000 to -166404480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -942907.312500 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -942907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -936914.812500 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -936914.8 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -938538.875000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -938538.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -938817.000000 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -938817 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -939021.937500 Penalty: 4411.688477
	Iteration 3F: 3 clusters Score -939021.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -939165.375000 Penalty: 4411.688477
	Iteration 4Q: 3 clusters Score -939165.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -939282.625000 Penalty: 4411.688477
	Iteration 5Q: 3 clusters Score -939282.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -939398.875000 Penalty: 4411.688477
	Iteration 6Q: 3 clusters Score -939398.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -939513.062500 Penalty: 4411.688477
	Iteration 7Q: 3 clusters Score -939513.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -939611.625000 Penalty: 4411.688477
	Iteration 8Q: 3 clusters Score -939611.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -939718.375000 Penalty: 4411.688477
	Iteration 9Q: 3 clusters Score -939718.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -939832.312500 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -939832.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -939968.187500 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -939968.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -940129.937500 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -940129.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -940323.062500 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -940323.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -940503.812500 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -940503.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -940723.312500 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -940723.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -940952.125000 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -940952.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -941141.250000 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -941141.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -941267.000000 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -941267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -941333.000000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -941333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -941369.062500 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -941369.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -941385.250000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -941385.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -941393.062500 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -941393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -941396.000000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -941396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -941400.125000 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -941400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -941403.312500 Penalty: 4411.688477
	Iteration 25Q: 3 clusters Score -941403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -941407.375000 Penalty: 4411.688477
	Iteration 26Q: 3 clusters Score -941407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -941407.750000 Penalty: 4411.688477
	Iteration 27Q: 3 clusters Score -941407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -941410.562500 Penalty: 4411.688477
	Iteration 28Q: 3 clusters Score -941410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -941410.687500 Penalty: 4411.688477
	Iteration 29Q: 3 clusters Score -941410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -941409.375000 Penalty: 4411.688477
	Iteration 30Q: 3 clusters Score -941409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -941410.750000 Penalty: 4411.688477
	Iteration 31Q: 3 clusters Score -941410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -941408.562500 Penalty: 4411.688477
	Iteration 32Q: 3 clusters Score -941408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -941408.562500 Penalty: 4411.688477
	Iteration 33Q: 3 clusters Score -941408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -941408.562500 Penalty: 4411.688477
	Iteration 34F: 3 clusters Score -941408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -961192.500000 Penalty: 2212.090820
	Iteration 0F: 2 clusters Score -961192.5 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 3693 members 
Entering Unmasked Estep 
Score: -955127.937500 Penalty: 4424.181641
	Iteration 0F: 3 clusters Score -955127.9 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -956675.250000 Penalty: 4424.181641
	Iteration 1F: 3 clusters Score -956675.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -956958.937500 Penalty: 4424.181641
	Iteration 2F: 3 clusters Score -956958.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -957151.750000 Penalty: 4424.181641
	Iteration 3Q: 3 clusters Score -957151.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -957351.187500 Penalty: 4424.181641
	Iteration 4Q: 3 clusters Score -957351.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -957586.812500 Penalty: 4424.181641
	Iteration 5Q: 3 clusters Score -957586.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -957839.250000 Penalty: 4424.181641
	Iteration 6Q: 3 clusters Score -957839.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -958065.250000 Penalty: 4424.181641
	Iteration 7Q: 3 clusters Score -958065.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -958258.000000 Penalty: 4424.181641
	Iteration 8Q: 3 clusters Score -958258 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -958427.937500 Penalty: 4424.181641
	Iteration 9Q: 3 clusters Score -958427.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -958562.375000 Penalty: 4424.181641
	Iteration 10Q: 3 clusters Score -958562.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -958682.875000 Penalty: 4424.181641
	Iteration 11Q: 3 clusters Score -958682.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -958826.000000 Penalty: 4424.181641
	Iteration 12Q: 3 clusters Score -958826 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -958941.437500 Penalty: 4424.181641
	Iteration 13Q: 3 clusters Score -958941.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -959021.875000 Penalty: 4424.181641
	Iteration 14Q: 3 clusters Score -959021.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -959079.250000 Penalty: 4424.181641
	Iteration 15Q: 3 clusters Score -959079.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -959119.687500 Penalty: 4424.181641
	Iteration 16Q: 3 clusters Score -959119.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -959156.250000 Penalty: 4424.181641
	Iteration 17Q: 3 clusters Score -959156.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -959182.437500 Penalty: 4424.181641
	Iteration 18Q: 3 clusters Score -959182.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -959203.437500 Penalty: 4424.181641
	Iteration 19Q: 3 clusters Score -959203.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -959216.187500 Penalty: 4424.181641
	Iteration 20F: 3 clusters Score -959216.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -959223.562500 Penalty: 4424.181641
	Iteration 21Q: 3 clusters Score -959223.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -959234.812500 Penalty: 4424.181641
	Iteration 22Q: 3 clusters Score -959234.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -959245.062500 Penalty: 4424.181641
	Iteration 23Q: 3 clusters Score -959245.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -959259.250000 Penalty: 4424.181641
	Iteration 24Q: 3 clusters Score -959259.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -959273.875000 Penalty: 4424.181641
	Iteration 25Q: 3 clusters Score -959273.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -959289.750000 Penalty: 4424.181641
	Iteration 26Q: 3 clusters Score -959289.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -959308.875000 Penalty: 4424.181641
	Iteration 27Q: 3 clusters Score -959308.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -959325.125000 Penalty: 4424.181641
	Iteration 28Q: 3 clusters Score -959325.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -959341.562500 Penalty: 4424.181641
	Iteration 29Q: 3 clusters Score -959341.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -959355.500000 Penalty: 4424.181641
	Iteration 30Q: 3 clusters Score -959355.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -959371.562500 Penalty: 4424.181641
	Iteration 31Q: 3 clusters Score -959371.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -959383.375000 Penalty: 4424.181641
	Iteration 32Q: 3 clusters Score -959383.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -959397.375000 Penalty: 4424.181641
	Iteration 33Q: 3 clusters Score -959397.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -959411.750000 Penalty: 4424.181641
	Iteration 34Q: 3 clusters Score -959411.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -959426.125000 Penalty: 4424.181641
	Iteration 35Q: 3 clusters Score -959426.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -959441.187500 Penalty: 4424.181641
	Iteration 36Q: 3 clusters Score -959441.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -959449.375000 Penalty: 4424.181641
	Iteration 37Q: 3 clusters Score -959449.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -959465.000000 Penalty: 4424.181641
	Iteration 38Q: 3 clusters Score -959465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -959481.562500 Penalty: 4424.181641
	Iteration 39Q: 3 clusters Score -959481.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -959492.250000 Penalty: 4424.181641
	Iteration 40F: 3 clusters Score -959492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -959505.500000 Penalty: 4424.181641
	Iteration 41Q: 3 clusters Score -959505.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -959514.937500 Penalty: 4424.181641
	Iteration 42Q: 3 clusters Score -959514.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -959523.812500 Penalty: 4424.181641
	Iteration 43Q: 3 clusters Score -959523.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -959530.500000 Penalty: 4424.181641
	Iteration 44Q: 3 clusters Score -959530.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -959535.062500 Penalty: 4424.181641
	Iteration 45Q: 3 clusters Score -959535.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -959540.750000 Penalty: 4424.181641
	Iteration 46Q: 3 clusters Score -959540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -959543.687500 Penalty: 4424.181641
	Iteration 47Q: 3 clusters Score -959543.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -959547.875000 Penalty: 4424.181641
	Iteration 48Q: 3 clusters Score -959547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -959555.500000 Penalty: 4424.181641
	Iteration 49Q: 3 clusters Score -959555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -959555.937500 Penalty: 4424.181641
	Iteration 50Q: 3 clusters Score -959555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -959558.125000 Penalty: 4424.181641
	Iteration 51Q: 3 clusters Score -959558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -959560.562500 Penalty: 4424.181641
	Iteration 52Q: 3 clusters Score -959560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -959560.375000 Penalty: 4424.181641
	Iteration 53Q: 3 clusters Score -959560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -959563.437500 Penalty: 4424.181641
	Iteration 54Q: 3 clusters Score -959563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -959563.625000 Penalty: 4424.181641
	Iteration 55Q: 3 clusters Score -959563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -959566.250000 Penalty: 4424.181641
	Iteration 56Q: 3 clusters Score -959566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -959568.625000 Penalty: 4424.181641
	Iteration 57Q: 3 clusters Score -959568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -959570.125000 Penalty: 4424.181641
	Iteration 58Q: 3 clusters Score -959570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -959573.437500 Penalty: 4424.181641
	Iteration 59Q: 3 clusters Score -959573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -959577.875000 Penalty: 4424.181641
	Iteration 60F: 3 clusters Score -959577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -959579.000000 Penalty: 4424.181641
	Iteration 61Q: 3 clusters Score -959579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -959584.812500 Penalty: 4424.181641
	Iteration 62Q: 3 clusters Score -959584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -959587.125000 Penalty: 4424.181641
	Iteration 63Q: 3 clusters Score -959587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -959588.750000 Penalty: 4424.181641
	Iteration 64Q: 3 clusters Score -959588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -959588.375000 Penalty: 4424.181641
	Iteration 65Q: 3 clusters Score -959588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -959587.687500 Penalty: 4424.181641
	Iteration 66Q: 3 clusters Score -959587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -959590.625000 Penalty: 4424.181641
	Iteration 67Q: 3 clusters Score -959590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -959592.250000 Penalty: 4424.181641
	Iteration 68Q: 3 clusters Score -959592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -959591.750000 Penalty: 4424.181641
	Iteration 69Q: 3 clusters Score -959591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -959591.750000 Penalty: 4424.181641
	Iteration 70F: 3 clusters Score -959591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -226504.171875 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -226504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223994.890625 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -223994.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -224522.109375 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -224522.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224776.328125 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -224776.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225006.453125 Penalty: 3744.866943
	Iteration 3F: 3 clusters Score -225006.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225232.562500 Penalty: 3744.866943
	Iteration 4F: 3 clusters Score -225232.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225409.140625 Penalty: 3744.866943
	Iteration 5F: 3 clusters Score -225409.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225554.296875 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -225554.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -225672.453125 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -225672.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -225733.953125 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -225734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225780.828125 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -225780.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -225814.000000 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -225814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -225828.671875 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -225828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -225839.500000 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -225839.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -225843.640625 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -225843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225846.359375 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -225846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225848.734375 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -225848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -225852.812500 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -225852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -225856.234375 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -225856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -225857.562500 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -225857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -225858.781250 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -225858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -225860.312500 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -225860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -225863.296875 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -225863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -225864.250000 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -225864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -225864.296875 Penalty: 3744.866943
	Iteration 23Q: 3 clusters Score -225864.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -225864.296875 Penalty: 3744.866943
	Iteration 24F: 3 clusters Score -225864.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Entering Unmasked Estep 
Score: -2525652.500000 Penalty: 2452.303955
	Iteration 0F: 2 clusters Score -2525652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2511731.500000 Penalty: 4904.607910
	Iteration 0F: 3 clusters Score -2511732 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2516409.750000 Penalty: 4904.607910
	Iteration 1F: 3 clusters Score -2516410 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2516802.500000 Penalty: 4904.607910
	Iteration 2F: 3 clusters Score -2516802 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2517131.500000 Penalty: 4904.607910
	Iteration 3Q: 3 clusters Score -2517132 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2517457.750000 Penalty: 4904.607910
	Iteration 4Q: 3 clusters Score -2517458 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2517826.000000 Penalty: 4904.607910
	Iteration 5Q: 3 clusters Score -2517826 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2518275.250000 Penalty: 4904.607910
	Iteration 6Q: 3 clusters Score -2518275 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2518878.250000 Penalty: 4904.607910
	Iteration 7Q: 3 clusters Score -2518878 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2519692.500000 Penalty: 4904.607910
	Iteration 8F: 3 clusters Score -2519692 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2520637.750000 Penalty: 4904.607910
	Iteration 9F: 3 clusters Score -2520638 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2521485.000000 Penalty: 4904.607910
	Iteration 10F: 3 clusters Score -2521485 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2522185.750000 Penalty: 4904.607910
	Iteration 11Q: 3 clusters Score -2522186 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2522618.250000 Penalty: 4904.607910
	Iteration 12Q: 3 clusters Score -2522618 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2522926.000000 Penalty: 4904.607910
	Iteration 13Q: 3 clusters Score -2522926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2523107.500000 Penalty: 4904.607910
	Iteration 14Q: 3 clusters Score -2523108 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2523243.250000 Penalty: 4904.607910
	Iteration 15Q: 3 clusters Score -2523243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2523312.000000 Penalty: 4904.607910
	Iteration 16Q: 3 clusters Score -2523312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2523364.500000 Penalty: 4904.607910
	Iteration 17Q: 3 clusters Score -2523364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2523403.000000 Penalty: 4904.607910
	Iteration 18Q: 3 clusters Score -2523403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2523443.500000 Penalty: 4904.607910
	Iteration 19Q: 3 clusters Score -2523444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2523478.000000 Penalty: 4904.607910
	Iteration 20F: 3 clusters Score -2523478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2523503.750000 Penalty: 4904.607910
	Iteration 21Q: 3 clusters Score -2523504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2523523.250000 Penalty: 4904.607910
	Iteration 22Q: 3 clusters Score -2523523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2523532.000000 Penalty: 4904.607910
	Iteration 23Q: 3 clusters Score -2523532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2523543.250000 Penalty: 4904.607910
	Iteration 24Q: 3 clusters Score -2523543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2523566.750000 Penalty: 4904.607910
	Iteration 25Q: 3 clusters Score -2523567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2523565.500000 Penalty: 4904.607910
	Iteration 26Q: 3 clusters Score -2523566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2523566.000000 Penalty: 4904.607910
	Iteration 27Q: 3 clusters Score -2523566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2523571.000000 Penalty: 4904.607910
	Iteration 28Q: 3 clusters Score -2523571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2523570.250000 Penalty: 4904.607910
	Iteration 29Q: 3 clusters Score -2523570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2523569.750000 Penalty: 4904.607910
	Iteration 30Q: 3 clusters Score -2523570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2523569.750000 Penalty: 4904.607910
	Iteration 31F: 3 clusters Score -2523570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -549497.250000 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -549497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -545414.625000 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -545414.6 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -546340.312500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -546340.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -546591.312500 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -546591.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -546752.312500 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -546752.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -546905.750000 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -546905.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -547010.562500 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -547010.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -547093.812500 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -547093.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -547171.500000 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -547171.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -547255.312500 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -547255.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -547333.750000 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -547333.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -547388.187500 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -547388.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -547443.312500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -547443.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -547500.000000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -547500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -547557.312500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -547557.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -547612.125000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -547612.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -547658.125000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -547658.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -547693.375000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -547693.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -547732.250000 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -547732.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -547762.625000 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -547762.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -547789.500000 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -547789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -547808.875000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -547808.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -547824.250000 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -547824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -547836.250000 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -547836.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -547846.312500 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -547846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -547850.562500 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -547850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -547855.687500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -547855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -547859.375000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -547859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -547864.187500 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -547864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -547867.000000 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -547867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -547869.125000 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -547869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -547872.875000 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -547872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -547875.312500 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -547875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -547876.625000 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -547876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -547879.312500 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -547879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -547880.937500 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -547880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -547881.500000 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -547881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -547883.062500 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -547883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -547884.937500 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -547884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -547886.062500 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -547886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -547888.375000 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -547888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -547889.750000 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -547889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -547891.812500 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -547891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -547891.375000 Penalty: 4158.069336
	Iteration 42Q: 3 clusters Score -547891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -547891.375000 Penalty: 4158.069336
	Iteration 43F: 3 clusters Score -547891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55679 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145620 members 
Mstep: Class 8 contains 205121 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27653 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171559 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44807 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19699 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405536.000000 Penalty: 76877.992188
Iteration 399Q: 23 clusters Score -1.664055e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196908 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55678 members 
Mstep: Class 5 contains 182241 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145645 members 
Mstep: Class 8 contains 205124 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27642 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171554 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44807 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405504.000000 Penalty: 76877.992188
Iteration 400F: 23 clusters Score -1.664055e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196919 members 
Mstep: Class 2 contains 203768 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 182244 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145666 members 
Mstep: Class 8 contains 205100 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27633 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171562 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44809 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405504.000000 Penalty: 76877.992188
Iteration 401Q: 23 clusters Score -1.664055e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196929 members 
Mstep: Class 2 contains 203763 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55678 members 
Mstep: Class 5 contains 182253 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145668 members 
Mstep: Class 8 contains 205098 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27617 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171557 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44814 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405568.000000 Penalty: 76877.992188
Iteration 402Q: 23 clusters Score -1.664056e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196937 members 
Mstep: Class 2 contains 203753 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55678 members 
Mstep: Class 5 contains 182269 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145674 members 
Mstep: Class 8 contains 205077 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27607 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171566 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44813 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19702 members 
Mstep: Class 24 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 403Q: 23 clusters Score -1.664056e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196950 members 
Mstep: Class 2 contains 203743 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55677 members 
Mstep: Class 5 contains 182285 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145691 members 
Mstep: Class 8 contains 205051 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27590 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171571 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44810 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19706 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405616.000000 Penalty: 76877.992188
Iteration 404Q: 23 clusters Score -1.664056e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196970 members 
Mstep: Class 2 contains 203740 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55677 members 
Mstep: Class 5 contains 182289 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145699 members 
Mstep: Class 8 contains 205038 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171578 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44805 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 405Q: 23 clusters Score -1.664056e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 203729 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 55674 members 
Mstep: Class 5 contains 182306 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145705 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27554 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171582 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44804 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 406Q: 23 clusters Score -1.664056e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196983 members 
Mstep: Class 2 contains 203709 members 
Mstep: Class 3 contains 30363 members 
Mstep: Class 4 contains 55675 members 
Mstep: Class 5 contains 182321 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145717 members 
Mstep: Class 8 contains 205043 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27538 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171577 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44800 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405632.000000 Penalty: 76877.992188
Iteration 407Q: 23 clusters Score -1.664056e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 203698 members 
Mstep: Class 3 contains 30363 members 
Mstep: Class 4 contains 55674 members 
Mstep: Class 5 contains 182333 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145731 members 
Mstep: Class 8 contains 205032 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27521 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171585 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44800 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7283 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 408Q: 23 clusters Score -1.664057e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197017 members 
Mstep: Class 2 contains 203688 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55671 members 
Mstep: Class 5 contains 182333 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145751 members 
Mstep: Class 8 contains 205027 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27497 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171588 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44797 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7282 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 409Q: 23 clusters Score -1.664056e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197020 members 
Mstep: Class 2 contains 203682 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55670 members 
Mstep: Class 5 contains 182327 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145768 members 
Mstep: Class 8 contains 205029 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171598 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44797 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7283 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405632.000000 Penalty: 76877.992188
Iteration 410Q: 23 clusters Score -1.664056e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197023 members 
Mstep: Class 2 contains 203671 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55671 members 
Mstep: Class 5 contains 182332 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145788 members 
Mstep: Class 8 contains 205030 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27461 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171600 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44795 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405664.000000 Penalty: 76877.992188
Iteration 411Q: 23 clusters Score -1.664057e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197025 members 
Mstep: Class 2 contains 203666 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55673 members 
Mstep: Class 5 contains 182335 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145804 members 
Mstep: Class 8 contains 205031 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27450 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171600 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44796 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7283 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 22 contains 19703 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 412Q: 23 clusters Score -1.664057e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197028 members 
Mstep: Class 2 contains 203661 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55673 members 
Mstep: Class 5 contains 182321 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145820 members 
Mstep: Class 8 contains 205044 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27440 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171603 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7283 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405584.000000 Penalty: 76877.992188
Iteration 413Q: 23 clusters Score -1.664056e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197027 members 
Mstep: Class 2 contains 203659 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55671 members 
Mstep: Class 5 contains 182309 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145845 members 
Mstep: Class 8 contains 205045 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27430 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171605 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44787 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405648.000000 Penalty: 76877.992188
Iteration 414Q: 23 clusters Score -1.664056e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197030 members 
Mstep: Class 2 contains 203659 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55669 members 
Mstep: Class 5 contains 182290 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145869 members 
Mstep: Class 8 contains 205032 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27418 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171620 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44784 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19702 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 415Q: 23 clusters Score -1.664057e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197040 members 
Mstep: Class 2 contains 203655 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182273 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145887 members 
Mstep: Class 8 contains 205032 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171635 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44775 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19703 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405696.000000 Penalty: 76877.992188
Iteration 416Q: 23 clusters Score -1.664057e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197040 members 
Mstep: Class 2 contains 203651 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55666 members 
Mstep: Class 5 contains 182264 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145898 members 
Mstep: Class 8 contains 205027 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27391 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171653 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7288 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19704 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405632.000000 Penalty: 76877.992188
Iteration 417Q: 23 clusters Score -1.664056e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 203649 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55662 members 
Mstep: Class 5 contains 182268 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145913 members 
Mstep: Class 8 contains 205001 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27385 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171669 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19704 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405520.000000 Penalty: 76877.992188
Iteration 418Q: 23 clusters Score -1.664055e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 203638 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182254 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145932 members 
Mstep: Class 8 contains 205003 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27375 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171677 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405472.000000 Penalty: 76877.992188
Iteration 419Q: 23 clusters Score -1.664055e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197051 members 
Mstep: Class 2 contains 203628 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55662 members 
Mstep: Class 5 contains 182253 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145946 members 
Mstep: Class 8 contains 204998 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27369 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171690 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44771 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19701 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405600.000000 Penalty: 76877.992188
Iteration 420F: 23 clusters Score -1.664056e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197051 members 
Mstep: Class 2 contains 203620 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55661 members 
Mstep: Class 5 contains 182255 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145962 members 
Mstep: Class 8 contains 204975 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171715 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44770 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405472.000000 Penalty: 76877.992188
Iteration 421Q: 23 clusters Score -1.664055e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 203608 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55656 members 
Mstep: Class 5 contains 182259 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145979 members 
Mstep: Class 8 contains 204969 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171744 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44769 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7277 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405504.000000 Penalty: 76877.992188
Iteration 422Q: 23 clusters Score -1.664055e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197029 members 
Mstep: Class 2 contains 203599 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55652 members 
Mstep: Class 5 contains 182256 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 145989 members 
Mstep: Class 8 contains 204974 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27330 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171770 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44768 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7276 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405568.000000 Penalty: 76877.992188
Iteration 423Q: 23 clusters Score -1.664056e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 203599 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55653 members 
Mstep: Class 5 contains 182261 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146003 members 
Mstep: Class 8 contains 204957 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27315 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171787 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44767 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19712 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405520.000000 Penalty: 76877.992188
Iteration 424Q: 23 clusters Score -1.664055e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197034 members 
Mstep: Class 2 contains 203594 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55658 members 
Mstep: Class 5 contains 182268 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146019 members 
Mstep: Class 8 contains 204939 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27299 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171795 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44767 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19714 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405488.000000 Penalty: 76877.992188
Iteration 425Q: 23 clusters Score -1.664055e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197039 members 
Mstep: Class 2 contains 203588 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55658 members 
Mstep: Class 5 contains 182268 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146036 members 
Mstep: Class 8 contains 204941 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27286 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171794 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44764 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7272 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19716 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405520.000000 Penalty: 76877.992188
Iteration 426Q: 23 clusters Score -1.664055e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197044 members 
Mstep: Class 2 contains 203585 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182270 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146063 members 
Mstep: Class 8 contains 204936 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 27278 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171787 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44756 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7270 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19712 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405408.000000 Penalty: 76877.992188
Iteration 427Q: 23 clusters Score -1.664054e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197051 members 
Mstep: Class 2 contains 203588 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182278 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146087 members 
Mstep: Class 8 contains 204930 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 27272 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171771 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44752 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405328.000000 Penalty: 76877.992188
Iteration 428Q: 23 clusters Score -1.664053e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 203591 members 
Mstep: Class 3 contains 30351 members 
Mstep: Class 4 contains 55663 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146110 members 
Mstep: Class 8 contains 204914 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171768 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7268 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19698 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405248.000000 Penalty: 76877.992188
Iteration 429Q: 23 clusters Score -1.664052e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197089 members 
Mstep: Class 2 contains 203590 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 182270 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146130 members 
Mstep: Class 8 contains 204891 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 27250 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171764 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7266 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19692 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405248.000000 Penalty: 76877.992188
Iteration 430Q: 23 clusters Score -1.664052e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197120 members 
Mstep: Class 2 contains 203591 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55668 members 
Mstep: Class 5 contains 182263 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146151 members 
Mstep: Class 8 contains 204867 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 27234 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171760 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44751 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7266 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19684 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405280.000000 Penalty: 76877.992188
Iteration 431Q: 23 clusters Score -1.664053e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197135 members 
Mstep: Class 2 contains 203592 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55674 members 
Mstep: Class 5 contains 182274 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146175 members 
Mstep: Class 8 contains 204852 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171762 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44742 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405056.000000 Penalty: 76877.992188
Iteration 432Q: 23 clusters Score -1.664051e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197146 members 
Mstep: Class 2 contains 203597 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55683 members 
Mstep: Class 5 contains 182268 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146193 members 
Mstep: Class 8 contains 204846 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 27187 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171769 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 44741 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19657 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405008.000000 Penalty: 76877.992188
Iteration 433Q: 23 clusters Score -1.66405e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197139 members 
Mstep: Class 2 contains 203592 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55692 members 
Mstep: Class 5 contains 182255 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146227 members 
Mstep: Class 8 contains 204840 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27164 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171794 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44739 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19647 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404944.000000 Penalty: 76877.992188
Iteration 434Q: 23 clusters Score -1.664049e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197126 members 
Mstep: Class 2 contains 203598 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55698 members 
Mstep: Class 5 contains 182255 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146248 members 
Mstep: Class 8 contains 204870 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27144 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171786 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44734 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7257 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19636 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404912.000000 Penalty: 76877.992188
Iteration 435Q: 23 clusters Score -1.664049e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197112 members 
Mstep: Class 2 contains 203603 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55708 members 
Mstep: Class 5 contains 182247 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146260 members 
Mstep: Class 8 contains 204903 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27134 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171782 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44727 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19624 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405008.000000 Penalty: 76877.992188
Iteration 436Q: 23 clusters Score -1.66405e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197074 members 
Mstep: Class 2 contains 203603 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55714 members 
Mstep: Class 5 contains 182255 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146278 members 
Mstep: Class 8 contains 204927 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27127 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171788 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44722 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19612 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404944.000000 Penalty: 76877.992188
Iteration 437Q: 23 clusters Score -1.664049e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 203607 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146287 members 
Mstep: Class 8 contains 204934 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27119 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171794 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44717 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19605 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405024.000000 Penalty: 76877.992188
Iteration 438Q: 23 clusters Score -1.66405e+08 nChanged 229
Entering ConstructFrom: 
Score: -166405024.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (197022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197022 members 
Entering Unmasked Estep 
Score: -25245720.000000 Penalty: 3023.385498
	Iteration 0F: 2 clusters Score -2.524572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -25116666.000000 Penalty: 6046.770996
	Iteration 0F: 3 clusters Score -2.511667e+07 nChanged 94901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -25170966.000000 Penalty: 6046.770996
	Iteration 1F: 3 clusters Score -2.517097e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -25171592.000000 Penalty: 6046.770996
	Iteration 2Q: 3 clusters Score -2.517159e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -25172428.000000 Penalty: 6046.770996
	Iteration 3Q: 3 clusters Score -2.517243e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -25173576.000000 Penalty: 6046.770996
	Iteration 4Q: 3 clusters Score -2.517358e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -25175548.000000 Penalty: 6046.770996
	Iteration 5Q: 3 clusters Score -2.517555e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120317 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -25178922.000000 Penalty: 6046.770996
	Iteration 6Q: 3 clusters Score -2.517892e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -25185696.000000 Penalty: 6046.770996
	Iteration 7F: 3 clusters Score -2.51857e+07 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -25197194.000000 Penalty: 6046.770996
	Iteration 8F: 3 clusters Score -2.519719e+07 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165343 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -25213836.000000 Penalty: 6046.770996
	Iteration 9F: 3 clusters Score -2.521384e+07 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -25229584.000000 Penalty: 6046.770996
	Iteration 10F: 3 clusters Score -2.522958e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191437 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -25238626.000000 Penalty: 6046.770996
	Iteration 11F: 3 clusters Score -2.523863e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25241842.000000 Penalty: 6046.770996
	Iteration 12Q: 3 clusters Score -2.524184e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196564 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25242730.000000 Penalty: 6046.770996
	Iteration 13Q: 3 clusters Score -2.524273e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25242886.000000 Penalty: 6046.770996
	Iteration 14Q: 3 clusters Score -2.524289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196811 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25242984.000000 Penalty: 6046.770996
	Iteration 15Q: 3 clusters Score -2.524298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196831 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25243044.000000 Penalty: 6046.770996
	Iteration 16Q: 3 clusters Score -2.524304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25243076.000000 Penalty: 6046.770996
	Iteration 17Q: 3 clusters Score -2.524308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196832 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25243066.000000 Penalty: 6046.770996
	Iteration 18Q: 3 clusters Score -2.524307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25243080.000000 Penalty: 6046.770996
	Iteration 19Q: 3 clusters Score -2.524308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196835 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25243060.000000 Penalty: 6046.770996
	Iteration 20F: 3 clusters Score -2.524306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196835 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25243048.000000 Penalty: 6046.770996
	Iteration 21Q: 3 clusters Score -2.524305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196835 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25243048.000000 Penalty: 6046.770996
	Iteration 22F: 3 clusters Score -2.524305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203616 members 
Entering Unmasked Estep 
Score: -26436876.000000 Penalty: 3031.549805
	Iteration 0F: 2 clusters Score -2.643688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -26331180.000000 Penalty: 6063.099609
	Iteration 0F: 3 clusters Score -2.633118e+07 nChanged 98120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -26388380.000000 Penalty: 6063.099609
	Iteration 1F: 3 clusters Score -2.638838e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -26389150.000000 Penalty: 6063.099609
	Iteration 2Q: 3 clusters Score -2.638915e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -26390078.000000 Penalty: 6063.099609
	Iteration 3Q: 3 clusters Score -2.639008e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
Score: -26391828.000000 Penalty: 6063.099609
	Iteration 4Q: 3 clusters Score -2.639183e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -26394830.000000 Penalty: 6063.099609
	Iteration 5Q: 3 clusters Score -2.639483e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 132081 members 
Entering Unmasked Estep 
Score: -26400282.000000 Penalty: 6063.099609
	Iteration 6F: 3 clusters Score -2.640028e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -26409962.000000 Penalty: 6063.099609
	Iteration 7F: 3 clusters Score -2.640996e+07 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -26424298.000000 Penalty: 6063.099609
	Iteration 8F: 3 clusters Score -2.64243e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 181319 members 
Entering Unmasked Estep 
Score: -26433430.000000 Penalty: 6063.099609
	Iteration 9F: 3 clusters Score -2.643343e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 193984 members 
Entering Unmasked Estep 
Score: -26434306.000000 Penalty: 6063.099609
	Iteration 10F: 3 clusters Score -2.643431e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 200087 members 
Entering Unmasked Estep 
Score: -26434482.000000 Penalty: 6063.099609
	Iteration 11Q: 3 clusters Score -2.643448e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 202267 members 
Entering Unmasked Estep 
Score: -26434418.000000 Penalty: 6063.099609
	Iteration 12Q: 3 clusters Score -2.643442e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202906 members 
Entering Unmasked Estep 
Score: -26434504.000000 Penalty: 6063.099609
	Iteration 13Q: 3 clusters Score -2.64345e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 203087 members 
Entering Unmasked Estep 
Score: -26434492.000000 Penalty: 6063.099609
	Iteration 14Q: 3 clusters Score -2.643449e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 203163 members 
Entering Unmasked Estep 
Score: -26434514.000000 Penalty: 6063.099609
	Iteration 15Q: 3 clusters Score -2.643451e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 203195 members 
Entering Unmasked Estep 
Score: -26434552.000000 Penalty: 6063.099609
	Iteration 16Q: 3 clusters Score -2.643455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 203212 members 
Entering Unmasked Estep 
Score: -26434560.000000 Penalty: 6063.099609
	Iteration 17Q: 3 clusters Score -2.643456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 203223 members 
Entering Unmasked Estep 
Score: -26434576.000000 Penalty: 6063.099609
	Iteration 18Q: 3 clusters Score -2.643458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 203232 members 
Entering Unmasked Estep 
Score: -26434582.000000 Penalty: 6063.099609
	Iteration 19Q: 3 clusters Score -2.643458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 203239 members 
Entering Unmasked Estep 
Score: -26434580.000000 Penalty: 6063.099609
	Iteration 20F: 3 clusters Score -2.643458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 203247 members 
Entering Unmasked Estep 
Score: -26434594.000000 Penalty: 6063.099609
	Iteration 21Q: 3 clusters Score -2.643459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 203247 members 
Entering Unmasked Estep 
Score: -26434598.000000 Penalty: 6063.099609
	Iteration 22Q: 3 clusters Score -2.64346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 203250 members 
Entering Unmasked Estep 
Score: -26434572.000000 Penalty: 6063.099609
	Iteration 23Q: 3 clusters Score -2.643457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 203254 members 
Entering Unmasked Estep 
Score: -26434594.000000 Penalty: 6063.099609
	Iteration 24Q: 3 clusters Score -2.643459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 203255 members 
Entering Unmasked Estep 
Score: -26434598.000000 Penalty: 6063.099609
	Iteration 25Q: 3 clusters Score -2.64346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 203258 members 
Entering Unmasked Estep 
Score: -26434604.000000 Penalty: 6063.099609
	Iteration 26Q: 3 clusters Score -2.64346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 203258 members 
Entering Unmasked Estep 
Score: -26434604.000000 Penalty: 6063.099609
	Iteration 27F: 3 clusters Score -2.64346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Entering Unmasked Estep 
Score: -3875581.250000 Penalty: 2559.529541
	Iteration 0F: 2 clusters Score -3875581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3854748.750000 Penalty: 5119.059082
	Iteration 0F: 3 clusters Score -3854749 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3862936.000000 Penalty: 5119.059082
	Iteration 1F: 3 clusters Score -3862936 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3864721.500000 Penalty: 5119.059082
	Iteration 2F: 3 clusters Score -3864722 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3867384.750000 Penalty: 5119.059082
	Iteration 3F: 3 clusters Score -3867385 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3870371.500000 Penalty: 5119.059082
	Iteration 4F: 3 clusters Score -3870372 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3872413.250000 Penalty: 5119.059082
	Iteration 5F: 3 clusters Score -3872413 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3873385.250000 Penalty: 5119.059082
	Iteration 6F: 3 clusters Score -3873385 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3873910.750000 Penalty: 5119.059082
	Iteration 7Q: 3 clusters Score -3873911 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3874170.000000 Penalty: 5119.059082
	Iteration 8Q: 3 clusters Score -3874170 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3874323.250000 Penalty: 5119.059082
	Iteration 9Q: 3 clusters Score -3874323 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3874411.250000 Penalty: 5119.059082
	Iteration 10Q: 3 clusters Score -3874411 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3874478.000000 Penalty: 5119.059082
	Iteration 11Q: 3 clusters Score -3874478 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3874523.000000 Penalty: 5119.059082
	Iteration 12Q: 3 clusters Score -3874523 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3874567.250000 Penalty: 5119.059082
	Iteration 13Q: 3 clusters Score -3874567 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3874609.250000 Penalty: 5119.059082
	Iteration 14Q: 3 clusters Score -3874609 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3874620.500000 Penalty: 5119.059082
	Iteration 15Q: 3 clusters Score -3874620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3874660.500000 Penalty: 5119.059082
	Iteration 16Q: 3 clusters Score -3874660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3874700.000000 Penalty: 5119.059082
	Iteration 17Q: 3 clusters Score -3874700 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3874728.750000 Penalty: 5119.059082
	Iteration 18Q: 3 clusters Score -3874729 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3874731.500000 Penalty: 5119.059082
	Iteration 19Q: 3 clusters Score -3874732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3874749.000000 Penalty: 5119.059082
	Iteration 20F: 3 clusters Score -3874749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3874766.750000 Penalty: 5119.059082
	Iteration 21Q: 3 clusters Score -3874767 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3874787.750000 Penalty: 5119.059082
	Iteration 22Q: 3 clusters Score -3874788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3874810.000000 Penalty: 5119.059082
	Iteration 23Q: 3 clusters Score -3874810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3874824.500000 Penalty: 5119.059082
	Iteration 24Q: 3 clusters Score -3874824 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3874836.750000 Penalty: 5119.059082
	Iteration 25Q: 3 clusters Score -3874837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3874858.250000 Penalty: 5119.059082
	Iteration 26Q: 3 clusters Score -3874858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3874852.750000 Penalty: 5119.059082
	Iteration 27Q: 3 clusters Score -3874853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3874863.750000 Penalty: 5119.059082
	Iteration 28Q: 3 clusters Score -3874864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3874873.500000 Penalty: 5119.059082
	Iteration 29Q: 3 clusters Score -3874874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3874872.750000 Penalty: 5119.059082
	Iteration 30Q: 3 clusters Score -3874873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3874874.000000 Penalty: 5119.059082
	Iteration 31Q: 3 clusters Score -3874874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3874884.000000 Penalty: 5119.059082
	Iteration 32Q: 3 clusters Score -3874884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3874895.500000 Penalty: 5119.059082
	Iteration 33Q: 3 clusters Score -3874896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3874910.250000 Penalty: 5119.059082
	Iteration 34Q: 3 clusters Score -3874910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3874905.500000 Penalty: 5119.059082
	Iteration 35Q: 3 clusters Score -3874906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3874906.250000 Penalty: 5119.059082
	Iteration 36Q: 3 clusters Score -3874906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3874906.750000 Penalty: 5119.059082
	Iteration 37Q: 3 clusters Score -3874907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3874915.000000 Penalty: 5119.059082
	Iteration 38Q: 3 clusters Score -3874915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3874914.750000 Penalty: 5119.059082
	Iteration 39Q: 3 clusters Score -3874915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3874917.250000 Penalty: 5119.059082
	Iteration 40F: 3 clusters Score -3874917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3874920.250000 Penalty: 5119.059082
	Iteration 41Q: 3 clusters Score -3874920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3874913.750000 Penalty: 5119.059082
	Iteration 42Q: 3 clusters Score -3874914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3874916.250000 Penalty: 5119.059082
	Iteration 43Q: 3 clusters Score -3874916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3874912.500000 Penalty: 5119.059082
	Iteration 44Q: 3 clusters Score -3874912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3874914.500000 Penalty: 5119.059082
	Iteration 45Q: 3 clusters Score -3874914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3874914.500000 Penalty: 5119.059082
	Iteration 46Q: 3 clusters Score -3874914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3874916.000000 Penalty: 5119.059082
	Iteration 47Q: 3 clusters Score -3874916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3874917.750000 Penalty: 5119.059082
	Iteration 48Q: 3 clusters Score -3874918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3874922.250000 Penalty: 5119.059082
	Iteration 49Q: 3 clusters Score -3874922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3874931.750000 Penalty: 5119.059082
	Iteration 50Q: 3 clusters Score -3874932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3874938.000000 Penalty: 5119.059082
	Iteration 51Q: 3 clusters Score -3874938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3874933.750000 Penalty: 5119.059082
	Iteration 52Q: 3 clusters Score -3874934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3874933.000000 Penalty: 5119.059082
	Iteration 53Q: 3 clusters Score -3874933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3874932.000000 Penalty: 5119.059082
	Iteration 54Q: 3 clusters Score -3874932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3874930.500000 Penalty: 5119.059082
	Iteration 55Q: 3 clusters Score -3874930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3874938.000000 Penalty: 5119.059082
	Iteration 56Q: 3 clusters Score -3874938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3874938.000000 Penalty: 5119.059082
	Iteration 57Q: 3 clusters Score -3874938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3874929.500000 Penalty: 5119.059082
	Iteration 58Q: 3 clusters Score -3874930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3874931.000000 Penalty: 5119.059082
	Iteration 59Q: 3 clusters Score -3874931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3874932.500000 Penalty: 5119.059082
	Iteration 60F: 3 clusters Score -3874932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3874931.000000 Penalty: 5119.059082
	Iteration 61Q: 3 clusters Score -3874931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3874928.500000 Penalty: 5119.059082
	Iteration 62Q: 3 clusters Score -3874928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3874935.500000 Penalty: 5119.059082
	Iteration 63Q: 3 clusters Score -3874936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3874936.000000 Penalty: 5119.059082
	Iteration 64Q: 3 clusters Score -3874936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3874940.750000 Penalty: 5119.059082
	Iteration 65Q: 3 clusters Score -3874941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3874935.500000 Penalty: 5119.059082
	Iteration 66Q: 3 clusters Score -3874936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3874932.750000 Penalty: 5119.059082
	Iteration 67Q: 3 clusters Score -3874933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3874940.000000 Penalty: 5119.059082
	Iteration 68Q: 3 clusters Score -3874940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3874937.250000 Penalty: 5119.059082
	Iteration 69Q: 3 clusters Score -3874937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3874942.750000 Penalty: 5119.059082
	Iteration 70Q: 3 clusters Score -3874943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3874939.000000 Penalty: 5119.059082
	Iteration 71Q: 3 clusters Score -3874939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3874939.750000 Penalty: 5119.059082
	Iteration 72Q: 3 clusters Score -3874940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3874940.250000 Penalty: 5119.059082
	Iteration 73Q: 3 clusters Score -3874940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3874947.750000 Penalty: 5119.059082
	Iteration 74Q: 3 clusters Score -3874948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3874949.750000 Penalty: 5119.059082
	Iteration 75Q: 3 clusters Score -3874950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3874946.000000 Penalty: 5119.059082
	Iteration 76Q: 3 clusters Score -3874946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3874943.250000 Penalty: 5119.059082
	Iteration 77Q: 3 clusters Score -3874943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3874944.750000 Penalty: 5119.059082
	Iteration 78Q: 3 clusters Score -3874945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3874947.500000 Penalty: 5119.059082
	Iteration 79Q: 3 clusters Score -3874948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3874945.250000 Penalty: 5119.059082
	Iteration 80F: 3 clusters Score -3874945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Entering Unmasked Estep 
Score: -6909258.500000 Penalty: 2710.220703
	Iteration 0F: 2 clusters Score -6909258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -6871934.500000 Penalty: 5420.441406
	Iteration 0F: 3 clusters Score -6871934 nChanged 25768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6886226.500000 Penalty: 5420.441406
	Iteration 1F: 3 clusters Score -6886226 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6887091.000000 Penalty: 5420.441406
	Iteration 2Q: 3 clusters Score -6887091 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -6888085.500000 Penalty: 5420.441406
	Iteration 3Q: 3 clusters Score -6888086 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6889130.500000 Penalty: 5420.441406
	Iteration 4Q: 3 clusters Score -6889130 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6890213.000000 Penalty: 5420.441406
	Iteration 5F: 3 clusters Score -6890213 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -6891446.500000 Penalty: 5420.441406
	Iteration 6F: 3 clusters Score -6891446 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -6892840.500000 Penalty: 5420.441406
	Iteration 7F: 3 clusters Score -6892840 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -6894491.500000 Penalty: 5420.441406
	Iteration 8F: 3 clusters Score -6894492 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -6896253.000000 Penalty: 5420.441406
	Iteration 9F: 3 clusters Score -6896253 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -6898395.500000 Penalty: 5420.441406
	Iteration 10F: 3 clusters Score -6898396 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -6900646.000000 Penalty: 5420.441406
	Iteration 11F: 3 clusters Score -6900646 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -6902960.000000 Penalty: 5420.441406
	Iteration 12F: 3 clusters Score -6902960 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -6904957.000000 Penalty: 5420.441406
	Iteration 13Q: 3 clusters Score -6904957 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -6906448.500000 Penalty: 5420.441406
	Iteration 14Q: 3 clusters Score -6906448 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6907453.000000 Penalty: 5420.441406
	Iteration 15Q: 3 clusters Score -6907453 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6908039.000000 Penalty: 5420.441406
	Iteration 16Q: 3 clusters Score -6908039 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -6908410.500000 Penalty: 5420.441406
	Iteration 17Q: 3 clusters Score -6908410 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6908657.000000 Penalty: 5420.441406
	Iteration 18Q: 3 clusters Score -6908657 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -6908799.000000 Penalty: 5420.441406
	Iteration 19Q: 3 clusters Score -6908799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6908913.500000 Penalty: 5420.441406
	Iteration 20F: 3 clusters Score -6908914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -6908968.500000 Penalty: 5420.441406
	Iteration 21Q: 3 clusters Score -6908968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6909009.000000 Penalty: 5420.441406
	Iteration 22Q: 3 clusters Score -6909009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -6909037.500000 Penalty: 5420.441406
	Iteration 23Q: 3 clusters Score -6909038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -6909039.500000 Penalty: 5420.441406
	Iteration 24Q: 3 clusters Score -6909040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -6909044.000000 Penalty: 5420.441406
	Iteration 25Q: 3 clusters Score -6909044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -6909063.000000 Penalty: 5420.441406
	Iteration 26Q: 3 clusters Score -6909063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -6909074.500000 Penalty: 5420.441406
	Iteration 27Q: 3 clusters Score -6909074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -6909078.500000 Penalty: 5420.441406
	Iteration 28Q: 3 clusters Score -6909078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -6909083.500000 Penalty: 5420.441406
	Iteration 29Q: 3 clusters Score -6909084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -6909100.500000 Penalty: 5420.441406
	Iteration 30Q: 3 clusters Score -6909100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6909103.500000 Penalty: 5420.441406
	Iteration 31Q: 3 clusters Score -6909104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -6909097.000000 Penalty: 5420.441406
	Iteration 32Q: 3 clusters Score -6909097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -6909099.000000 Penalty: 5420.441406
	Iteration 33Q: 3 clusters Score -6909099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6909092.500000 Penalty: 5420.441406
	Iteration 34Q: 3 clusters Score -6909092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -6909092.500000 Penalty: 5420.441406
	Iteration 35Q: 3 clusters Score -6909092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -6909092.500000 Penalty: 5420.441406
	Iteration 36F: 3 clusters Score -6909092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Entering Unmasked Estep 
Score: -23421044.000000 Penalty: 3004.083252
	Iteration 0F: 2 clusters Score -2.342104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -23301632.000000 Penalty: 6008.166504
	Iteration 0F: 3 clusters Score -2.330163e+07 nChanged 87310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -23352674.000000 Penalty: 6008.166504
	Iteration 1F: 3 clusters Score -2.335267e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -23354294.000000 Penalty: 6008.166504
	Iteration 2Q: 3 clusters Score -2.335429e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -23356234.000000 Penalty: 6008.166504
	Iteration 3Q: 3 clusters Score -2.335623e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -23358388.000000 Penalty: 6008.166504
	Iteration 4Q: 3 clusters Score -2.335839e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -23361596.000000 Penalty: 6008.166504
	Iteration 5Q: 3 clusters Score -2.33616e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -23366238.000000 Penalty: 6008.166504
	Iteration 6F: 3 clusters Score -2.336624e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -23371698.000000 Penalty: 6008.166504
	Iteration 7F: 3 clusters Score -2.33717e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -23378276.000000 Penalty: 6008.166504
	Iteration 8F: 3 clusters Score -2.337828e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 133346 members 
Entering Unmasked Estep 
Score: -23385710.000000 Penalty: 6008.166504
	Iteration 9F: 3 clusters Score -2.338571e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -23393606.000000 Penalty: 6008.166504
	Iteration 10F: 3 clusters Score -2.339361e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 147940 members 
Entering Unmasked Estep 
Score: -23400874.000000 Penalty: 6008.166504
	Iteration 11Q: 3 clusters Score -2.340087e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -23406498.000000 Penalty: 6008.166504
	Iteration 12Q: 3 clusters Score -2.34065e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -23409966.000000 Penalty: 6008.166504
	Iteration 13Q: 3 clusters Score -2.340997e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -23412302.000000 Penalty: 6008.166504
	Iteration 14Q: 3 clusters Score -2.34123e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -23414376.000000 Penalty: 6008.166504
	Iteration 15Q: 3 clusters Score -2.341438e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 159497 members 
Entering Unmasked Estep 
Score: -23416094.000000 Penalty: 6008.166504
	Iteration 16Q: 3 clusters Score -2.341609e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -23417422.000000 Penalty: 6008.166504
	Iteration 17Q: 3 clusters Score -2.341742e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -23418404.000000 Penalty: 6008.166504
	Iteration 18Q: 3 clusters Score -2.34184e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 162235 members 
Entering Unmasked Estep 
Score: -23419224.000000 Penalty: 6008.166504
	Iteration 19Q: 3 clusters Score -2.341922e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -23419564.000000 Penalty: 6008.166504
	Iteration 20F: 3 clusters Score -2.341956e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -23419802.000000 Penalty: 6008.166504
	Iteration 21Q: 3 clusters Score -2.34198e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -23419924.000000 Penalty: 6008.166504
	Iteration 22Q: 3 clusters Score -2.341992e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -23419984.000000 Penalty: 6008.166504
	Iteration 23Q: 3 clusters Score -2.341998e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -23420110.000000 Penalty: 6008.166504
	Iteration 24Q: 3 clusters Score -2.342011e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -23420198.000000 Penalty: 6008.166504
	Iteration 25Q: 3 clusters Score -2.34202e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 166286 members 
Entering Unmasked Estep 
Score: -23420224.000000 Penalty: 6008.166504
	Iteration 26Q: 3 clusters Score -2.342022e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -23420220.000000 Penalty: 6008.166504
	Iteration 27Q: 3 clusters Score -2.342022e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 167094 members 
Entering Unmasked Estep 
Score: -23420266.000000 Penalty: 6008.166504
	Iteration 28Q: 3 clusters Score -2.342027e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -23420322.000000 Penalty: 6008.166504
	Iteration 29Q: 3 clusters Score -2.342032e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 167817 members 
Entering Unmasked Estep 
Score: -23420356.000000 Penalty: 6008.166504
	Iteration 30Q: 3 clusters Score -2.342036e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -23420312.000000 Penalty: 6008.166504
	Iteration 31Q: 3 clusters Score -2.342031e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -23420326.000000 Penalty: 6008.166504
	Iteration 32Q: 3 clusters Score -2.342033e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -23420356.000000 Penalty: 6008.166504
	Iteration 33Q: 3 clusters Score -2.342036e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -23420344.000000 Penalty: 6008.166504
	Iteration 34Q: 3 clusters Score -2.342034e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -23420322.000000 Penalty: 6008.166504
	Iteration 35Q: 3 clusters Score -2.342032e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -23420404.000000 Penalty: 6008.166504
	Iteration 36Q: 3 clusters Score -2.34204e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 169895 members 
Entering Unmasked Estep 
Score: -23420390.000000 Penalty: 6008.166504
	Iteration 37Q: 3 clusters Score -2.342039e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -23420394.000000 Penalty: 6008.166504
	Iteration 38Q: 3 clusters Score -2.342039e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 170399 members 
Entering Unmasked Estep 
Score: -23420356.000000 Penalty: 6008.166504
	Iteration 39Q: 3 clusters Score -2.342036e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 170623 members 
Entering Unmasked Estep 
Score: -23420388.000000 Penalty: 6008.166504
	Iteration 40F: 3 clusters Score -2.342039e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -23420324.000000 Penalty: 6008.166504
	Iteration 41Q: 3 clusters Score -2.342032e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -23420302.000000 Penalty: 6008.166504
	Iteration 42Q: 3 clusters Score -2.34203e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -23420254.000000 Penalty: 6008.166504
	Iteration 43Q: 3 clusters Score -2.342025e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 171370 members 
Entering Unmasked Estep 
Score: -23420220.000000 Penalty: 6008.166504
	Iteration 44Q: 3 clusters Score -2.342022e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -23420236.000000 Penalty: 6008.166504
	Iteration 45Q: 3 clusters Score -2.342024e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -23420236.000000 Penalty: 6008.166504
	Iteration 46Q: 3 clusters Score -2.342024e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -23420258.000000 Penalty: 6008.166504
	Iteration 47Q: 3 clusters Score -2.342026e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -23420244.000000 Penalty: 6008.166504
	Iteration 48Q: 3 clusters Score -2.342024e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -23420264.000000 Penalty: 6008.166504
	Iteration 49Q: 3 clusters Score -2.342026e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -23420216.000000 Penalty: 6008.166504
	Iteration 50Q: 3 clusters Score -2.342022e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 172646 members 
Entering Unmasked Estep 
Score: -23420158.000000 Penalty: 6008.166504
	Iteration 51Q: 3 clusters Score -2.342016e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -23420102.000000 Penalty: 6008.166504
	Iteration 52Q: 3 clusters Score -2.34201e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -23420080.000000 Penalty: 6008.166504
	Iteration 53Q: 3 clusters Score -2.342008e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -23420094.000000 Penalty: 6008.166504
	Iteration 54Q: 3 clusters Score -2.342009e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -23420070.000000 Penalty: 6008.166504
	Iteration 55Q: 3 clusters Score -2.342007e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -23420036.000000 Penalty: 6008.166504
	Iteration 56Q: 3 clusters Score -2.342004e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -23420042.000000 Penalty: 6008.166504
	Iteration 57Q: 3 clusters Score -2.342004e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 173676 members 
Entering Unmasked Estep 
Score: -23420084.000000 Penalty: 6008.166504
	Iteration 58Q: 3 clusters Score -2.342008e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -23420084.000000 Penalty: 6008.166504
	Iteration 59Q: 3 clusters Score -2.342008e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 173857 members 
Entering Unmasked Estep 
Score: -23420076.000000 Penalty: 6008.166504
	Iteration 60F: 3 clusters Score -2.342008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -23420082.000000 Penalty: 6008.166504
	Iteration 61Q: 3 clusters Score -2.342008e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -23420052.000000 Penalty: 6008.166504
	Iteration 62Q: 3 clusters Score -2.342005e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -23420070.000000 Penalty: 6008.166504
	Iteration 63Q: 3 clusters Score -2.342007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -23420026.000000 Penalty: 6008.166504
	Iteration 64Q: 3 clusters Score -2.342003e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 174160 members 
Entering Unmasked Estep 
Score: -23420048.000000 Penalty: 6008.166504
	Iteration 65Q: 3 clusters Score -2.342005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 174207 members 
Entering Unmasked Estep 
Score: -23420002.000000 Penalty: 6008.166504
	Iteration 66Q: 3 clusters Score -2.342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -23419978.000000 Penalty: 6008.166504
	Iteration 67Q: 3 clusters Score -2.341998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -23419956.000000 Penalty: 6008.166504
	Iteration 68Q: 3 clusters Score -2.341996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -23419942.000000 Penalty: 6008.166504
	Iteration 69Q: 3 clusters Score -2.341994e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -23419876.000000 Penalty: 6008.166504
	Iteration 70Q: 3 clusters Score -2.341988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -23419896.000000 Penalty: 6008.166504
	Iteration 71Q: 3 clusters Score -2.34199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -23419884.000000 Penalty: 6008.166504
	Iteration 72Q: 3 clusters Score -2.341988e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -23419882.000000 Penalty: 6008.166504
	Iteration 73Q: 3 clusters Score -2.341988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 174681 members 
Entering Unmasked Estep 
Score: -23419854.000000 Penalty: 6008.166504
	Iteration 74Q: 3 clusters Score -2.341985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 174724 members 
Entering Unmasked Estep 
Score: -23419818.000000 Penalty: 6008.166504
	Iteration 75Q: 3 clusters Score -2.341982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -23419830.000000 Penalty: 6008.166504
	Iteration 76Q: 3 clusters Score -2.341983e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -23419840.000000 Penalty: 6008.166504
	Iteration 77Q: 3 clusters Score -2.341984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -23419828.000000 Penalty: 6008.166504
	Iteration 78Q: 3 clusters Score -2.341983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -23419836.000000 Penalty: 6008.166504
	Iteration 79Q: 3 clusters Score -2.341984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -23419840.000000 Penalty: 6008.166504
	Iteration 80F: 3 clusters Score -2.341984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -23419846.000000 Penalty: 6008.166504
	Iteration 81Q: 3 clusters Score -2.341985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -23419826.000000 Penalty: 6008.166504
	Iteration 82Q: 3 clusters Score -2.341983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -23419828.000000 Penalty: 6008.166504
	Iteration 83Q: 3 clusters Score -2.341983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 175015 members 
Entering Unmasked Estep 
Score: -23419836.000000 Penalty: 6008.166504
	Iteration 84Q: 3 clusters Score -2.341984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 175037 members 
Entering Unmasked Estep 
Score: -23419828.000000 Penalty: 6008.166504
	Iteration 85Q: 3 clusters Score -2.341983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -23419820.000000 Penalty: 6008.166504
	Iteration 86Q: 3 clusters Score -2.341982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -23419804.000000 Penalty: 6008.166504
	Iteration 87Q: 3 clusters Score -2.34198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -23419798.000000 Penalty: 6008.166504
	Iteration 88Q: 3 clusters Score -2.34198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -23419790.000000 Penalty: 6008.166504
	Iteration 89Q: 3 clusters Score -2.341979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -23419768.000000 Penalty: 6008.166504
	Iteration 90Q: 3 clusters Score -2.341977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -23419766.000000 Penalty: 6008.166504
	Iteration 91Q: 3 clusters Score -2.341977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -23419756.000000 Penalty: 6008.166504
	Iteration 92Q: 3 clusters Score -2.341976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -23419750.000000 Penalty: 6008.166504
	Iteration 93Q: 3 clusters Score -2.341975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 175303 members 
Entering Unmasked Estep 
Score: -23419754.000000 Penalty: 6008.166504
	Iteration 94Q: 3 clusters Score -2.341975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 175327 members 
Entering Unmasked Estep 
Score: -23419744.000000 Penalty: 6008.166504
	Iteration 95Q: 3 clusters Score -2.341974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 175354 members 
Entering Unmasked Estep 
Score: -23419742.000000 Penalty: 6008.166504
	Iteration 96Q: 3 clusters Score -2.341974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 175385 members 
Entering Unmasked Estep 
Score: -23419740.000000 Penalty: 6008.166504
	Iteration 97Q: 3 clusters Score -2.341974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -23419734.000000 Penalty: 6008.166504
	Iteration 98Q: 3 clusters Score -2.341973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 175441 members 
Entering Unmasked Estep 
Score: -23419718.000000 Penalty: 6008.166504
	Iteration 99Q: 3 clusters Score -2.341972e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 175479 members 
Entering Unmasked Estep 
Score: -23419712.000000 Penalty: 6008.166504
	Iteration 100F: 3 clusters Score -2.341971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -23419714.000000 Penalty: 6008.166504
	Iteration 101Q: 3 clusters Score -2.341971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -23419696.000000 Penalty: 6008.166504
	Iteration 102Q: 3 clusters Score -2.34197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -23419658.000000 Penalty: 6008.166504
	Iteration 103Q: 3 clusters Score -2.341966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -23419668.000000 Penalty: 6008.166504
	Iteration 104Q: 3 clusters Score -2.341967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -23419648.000000 Penalty: 6008.166504
	Iteration 105Q: 3 clusters Score -2.341965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -23419620.000000 Penalty: 6008.166504
	Iteration 106Q: 3 clusters Score -2.341962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -23419616.000000 Penalty: 6008.166504
	Iteration 107Q: 3 clusters Score -2.341962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -23419600.000000 Penalty: 6008.166504
	Iteration 108Q: 3 clusters Score -2.34196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 175664 members 
Entering Unmasked Estep 
Score: -23419584.000000 Penalty: 6008.166504
	Iteration 109Q: 3 clusters Score -2.341958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 175680 members 
Entering Unmasked Estep 
Score: -23419588.000000 Penalty: 6008.166504
	Iteration 110Q: 3 clusters Score -2.341959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 175696 members 
Entering Unmasked Estep 
Score: -23419564.000000 Penalty: 6008.166504
	Iteration 111Q: 3 clusters Score -2.341956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -23419568.000000 Penalty: 6008.166504
	Iteration 112Q: 3 clusters Score -2.341957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -23419556.000000 Penalty: 6008.166504
	Iteration 113Q: 3 clusters Score -2.341956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -23419566.000000 Penalty: 6008.166504
	Iteration 114Q: 3 clusters Score -2.341957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -23419578.000000 Penalty: 6008.166504
	Iteration 115Q: 3 clusters Score -2.341958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -23419566.000000 Penalty: 6008.166504
	Iteration 116Q: 3 clusters Score -2.341957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -23419564.000000 Penalty: 6008.166504
	Iteration 117Q: 3 clusters Score -2.341956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -23419570.000000 Penalty: 6008.166504
	Iteration 118Q: 3 clusters Score -2.341957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -23419556.000000 Penalty: 6008.166504
	Iteration 119Q: 3 clusters Score -2.341956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 175804 members 
Entering Unmasked Estep 
Score: -23419552.000000 Penalty: 6008.166504
	Iteration 120F: 3 clusters Score -2.341955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -23419558.000000 Penalty: 6008.166504
	Iteration 121Q: 3 clusters Score -2.341956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 175835 members 
Entering Unmasked Estep 
Score: -23419540.000000 Penalty: 6008.166504
	Iteration 122Q: 3 clusters Score -2.341954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -23419540.000000 Penalty: 6008.166504
	Iteration 123Q: 3 clusters Score -2.341954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -23419522.000000 Penalty: 6008.166504
	Iteration 124Q: 3 clusters Score -2.341952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -23419496.000000 Penalty: 6008.166504
	Iteration 125Q: 3 clusters Score -2.34195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -23419492.000000 Penalty: 6008.166504
	Iteration 126Q: 3 clusters Score -2.341949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 175927 members 
Entering Unmasked Estep 
Score: -23419490.000000 Penalty: 6008.166504
	Iteration 127Q: 3 clusters Score -2.341949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -23419486.000000 Penalty: 6008.166504
	Iteration 128Q: 3 clusters Score -2.341949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -23419488.000000 Penalty: 6008.166504
	Iteration 129Q: 3 clusters Score -2.341949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -23419446.000000 Penalty: 6008.166504
	Iteration 130Q: 3 clusters Score -2.341945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -23419432.000000 Penalty: 6008.166504
	Iteration 131Q: 3 clusters Score -2.341943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -23419422.000000 Penalty: 6008.166504
	Iteration 132Q: 3 clusters Score -2.341942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -23419442.000000 Penalty: 6008.166504
	Iteration 133Q: 3 clusters Score -2.341944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -23419432.000000 Penalty: 6008.166504
	Iteration 134Q: 3 clusters Score -2.341943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 176020 members 
Entering Unmasked Estep 
Score: -23419422.000000 Penalty: 6008.166504
	Iteration 135Q: 3 clusters Score -2.341942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -23419436.000000 Penalty: 6008.166504
	Iteration 136Q: 3 clusters Score -2.341944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -23419422.000000 Penalty: 6008.166504
	Iteration 137Q: 3 clusters Score -2.341942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 138Q: 3 clusters Score -2.341942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 139Q: 3 clusters Score -2.341942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 140F: 3 clusters Score -2.341942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -23419410.000000 Penalty: 6008.166504
	Iteration 141Q: 3 clusters Score -2.341941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -23419430.000000 Penalty: 6008.166504
	Iteration 142Q: 3 clusters Score -2.341943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -23419422.000000 Penalty: 6008.166504
	Iteration 143Q: 3 clusters Score -2.341942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -23419438.000000 Penalty: 6008.166504
	Iteration 144Q: 3 clusters Score -2.341944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -23419430.000000 Penalty: 6008.166504
	Iteration 145Q: 3 clusters Score -2.341943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -23419430.000000 Penalty: 6008.166504
	Iteration 146Q: 3 clusters Score -2.341943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 176110 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 147Q: 3 clusters Score -2.341942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 148Q: 3 clusters Score -2.341942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 176131 members 
Entering Unmasked Estep 
Score: -23419438.000000 Penalty: 6008.166504
	Iteration 149Q: 3 clusters Score -2.341944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 176139 members 
Entering Unmasked Estep 
Score: -23419450.000000 Penalty: 6008.166504
	Iteration 150Q: 3 clusters Score -2.341945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 176148 members 
Entering Unmasked Estep 
Score: -23419458.000000 Penalty: 6008.166504
	Iteration 151Q: 3 clusters Score -2.341946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
Score: -23419440.000000 Penalty: 6008.166504
	Iteration 152Q: 3 clusters Score -2.341944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 153Q: 3 clusters Score -2.341942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -23419412.000000 Penalty: 6008.166504
	Iteration 154Q: 3 clusters Score -2.341941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -23419414.000000 Penalty: 6008.166504
	Iteration 155Q: 3 clusters Score -2.341941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -23419410.000000 Penalty: 6008.166504
	Iteration 156Q: 3 clusters Score -2.341941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -23419418.000000 Penalty: 6008.166504
	Iteration 157Q: 3 clusters Score -2.341942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -23419404.000000 Penalty: 6008.166504
	Iteration 158Q: 3 clusters Score -2.34194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -23419414.000000 Penalty: 6008.166504
	Iteration 159Q: 3 clusters Score -2.341941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 176203 members 
Entering Unmasked Estep 
Score: -23419424.000000 Penalty: 6008.166504
	Iteration 160F: 3 clusters Score -2.341942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 176208 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 161Q: 3 clusters Score -2.341942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 176211 members 
Entering Unmasked Estep 
Score: -23419418.000000 Penalty: 6008.166504
	Iteration 162Q: 3 clusters Score -2.341942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 176214 members 
Entering Unmasked Estep 
Score: -23419422.000000 Penalty: 6008.166504
	Iteration 163Q: 3 clusters Score -2.341942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 176222 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 164Q: 3 clusters Score -2.341942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 165Q: 3 clusters Score -2.341942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -23419416.000000 Penalty: 6008.166504
	Iteration 166F: 3 clusters Score -2.341942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34354.222656 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34354.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34557.699219 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34557.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34640.828125 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34640.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34716.621094 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34716.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34754.441406 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34754.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34765.902344 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34798.375000 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34798.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34854.027344 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34854.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34880.722656 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34880.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34887.492188 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34887.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34900.164062 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -34900.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34916.601562 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -34916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34940.535156 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -34940.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34948.996094 Penalty: 2926.349121
	Iteration 13Q: 3 clusters Score -34949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34956.250000 Penalty: 2926.349121
	Iteration 14Q: 3 clusters Score -34956.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34956.250000 Penalty: 2926.349121
	Iteration 15F: 3 clusters Score -34956.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (146296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Entering Unmasked Estep 
Score: -18961600.000000 Penalty: 2949.560059
	Iteration 0F: 2 clusters Score -1.89616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -18864224.000000 Penalty: 5899.120117
	Iteration 0F: 3 clusters Score -1.886422e+07 nChanged 69791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -18905626.000000 Penalty: 5899.120117
	Iteration 1F: 3 clusters Score -1.890563e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -18907624.000000 Penalty: 5899.120117
	Iteration 2Q: 3 clusters Score -1.890762e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -18911282.000000 Penalty: 5899.120117
	Iteration 3F: 3 clusters Score -1.891128e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -18917658.000000 Penalty: 5899.120117
	Iteration 4F: 3 clusters Score -1.891766e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -18927428.000000 Penalty: 5899.120117
	Iteration 5F: 3 clusters Score -1.892743e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -18938568.000000 Penalty: 5899.120117
	Iteration 6F: 3 clusters Score -1.893857e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
Score: -18948328.000000 Penalty: 5899.120117
	Iteration 7F: 3 clusters Score -1.894833e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -18953480.000000 Penalty: 5899.120117
	Iteration 8Q: 3 clusters Score -1.895348e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -18955256.000000 Penalty: 5899.120117
	Iteration 9Q: 3 clusters Score -1.895526e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 130680 members 
Entering Unmasked Estep 
Score: -18955844.000000 Penalty: 5899.120117
	Iteration 10Q: 3 clusters Score -1.895584e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -18956350.000000 Penalty: 5899.120117
	Iteration 11Q: 3 clusters Score -1.895635e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -18956798.000000 Penalty: 5899.120117
	Iteration 12Q: 3 clusters Score -1.89568e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -18957248.000000 Penalty: 5899.120117
	Iteration 13Q: 3 clusters Score -1.895725e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -18957552.000000 Penalty: 5899.120117
	Iteration 14Q: 3 clusters Score -1.895755e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -18957836.000000 Penalty: 5899.120117
	Iteration 15Q: 3 clusters Score -1.895784e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -18958044.000000 Penalty: 5899.120117
	Iteration 16Q: 3 clusters Score -1.895804e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -18958316.000000 Penalty: 5899.120117
	Iteration 17Q: 3 clusters Score -1.895832e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -18958474.000000 Penalty: 5899.120117
	Iteration 18Q: 3 clusters Score -1.895847e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -18958694.000000 Penalty: 5899.120117
	Iteration 19Q: 3 clusters Score -1.895869e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 140205 members 
Entering Unmasked Estep 
Score: -18958760.000000 Penalty: 5899.120117
	Iteration 20F: 3 clusters Score -1.895876e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 140693 members 
Entering Unmasked Estep 
Score: -18958868.000000 Penalty: 5899.120117
	Iteration 21Q: 3 clusters Score -1.895887e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 141121 members 
Entering Unmasked Estep 
Score: -18958954.000000 Penalty: 5899.120117
	Iteration 22Q: 3 clusters Score -1.895895e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -18959032.000000 Penalty: 5899.120117
	Iteration 23Q: 3 clusters Score -1.895903e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -18959124.000000 Penalty: 5899.120117
	Iteration 24Q: 3 clusters Score -1.895912e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -18959162.000000 Penalty: 5899.120117
	Iteration 25Q: 3 clusters Score -1.895916e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -18959216.000000 Penalty: 5899.120117
	Iteration 26Q: 3 clusters Score -1.895922e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -18959258.000000 Penalty: 5899.120117
	Iteration 27Q: 3 clusters Score -1.895926e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -18959332.000000 Penalty: 5899.120117
	Iteration 28Q: 3 clusters Score -1.895933e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
Score: -18959362.000000 Penalty: 5899.120117
	Iteration 29Q: 3 clusters Score -1.895936e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -18959366.000000 Penalty: 5899.120117
	Iteration 30Q: 3 clusters Score -1.895937e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 143343 members 
Entering Unmasked Estep 
Score: -18959390.000000 Penalty: 5899.120117
	Iteration 31Q: 3 clusters Score -1.895939e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -18959430.000000 Penalty: 5899.120117
	Iteration 32Q: 3 clusters Score -1.895943e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 143590 members 
Entering Unmasked Estep 
Score: -18959420.000000 Penalty: 5899.120117
	Iteration 33Q: 3 clusters Score -1.895942e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -18959454.000000 Penalty: 5899.120117
	Iteration 34Q: 3 clusters Score -1.895945e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -18959454.000000 Penalty: 5899.120117
	Iteration 35Q: 3 clusters Score -1.895945e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -18959466.000000 Penalty: 5899.120117
	Iteration 36Q: 3 clusters Score -1.895947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -18959456.000000 Penalty: 5899.120117
	Iteration 37Q: 3 clusters Score -1.895946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 144003 members 
Entering Unmasked Estep 
Score: -18959476.000000 Penalty: 5899.120117
	Iteration 38Q: 3 clusters Score -1.895948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -18959446.000000 Penalty: 5899.120117
	Iteration 39Q: 3 clusters Score -1.895945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -18959478.000000 Penalty: 5899.120117
	Iteration 40F: 3 clusters Score -1.895948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 144106 members 
Entering Unmasked Estep 
Score: -18959470.000000 Penalty: 5899.120117
	Iteration 41Q: 3 clusters Score -1.895947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 144126 members 
Entering Unmasked Estep 
Score: -18959454.000000 Penalty: 5899.120117
	Iteration 42Q: 3 clusters Score -1.895945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -18959464.000000 Penalty: 5899.120117
	Iteration 43Q: 3 clusters Score -1.895946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -18959472.000000 Penalty: 5899.120117
	Iteration 44Q: 3 clusters Score -1.895947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -18959486.000000 Penalty: 5899.120117
	Iteration 45Q: 3 clusters Score -1.895949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -18959490.000000 Penalty: 5899.120117
	Iteration 46Q: 3 clusters Score -1.895949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -18959502.000000 Penalty: 5899.120117
	Iteration 47Q: 3 clusters Score -1.89595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 144229 members 
Entering Unmasked Estep 
Score: -18959522.000000 Penalty: 5899.120117
	Iteration 48Q: 3 clusters Score -1.895952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -18959508.000000 Penalty: 5899.120117
	Iteration 49Q: 3 clusters Score -1.895951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -18959524.000000 Penalty: 5899.120117
	Iteration 50Q: 3 clusters Score -1.895952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -18959508.000000 Penalty: 5899.120117
	Iteration 51Q: 3 clusters Score -1.895951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 144254 members 
Entering Unmasked Estep 
Score: -18959512.000000 Penalty: 5899.120117
	Iteration 52Q: 3 clusters Score -1.895951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 144261 members 
Entering Unmasked Estep 
Score: -18959512.000000 Penalty: 5899.120117
	Iteration 53Q: 3 clusters Score -1.895951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 144268 members 
Entering Unmasked Estep 
Score: -18959494.000000 Penalty: 5899.120117
	Iteration 54Q: 3 clusters Score -1.895949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 144275 members 
Entering Unmasked Estep 
Score: -18959500.000000 Penalty: 5899.120117
	Iteration 55Q: 3 clusters Score -1.89595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -18959500.000000 Penalty: 5899.120117
	Iteration 56Q: 3 clusters Score -1.89595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 144284 members 
Entering Unmasked Estep 
Score: -18959498.000000 Penalty: 5899.120117
	Iteration 57Q: 3 clusters Score -1.89595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -18959510.000000 Penalty: 5899.120117
	Iteration 58Q: 3 clusters Score -1.895951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -18959516.000000 Penalty: 5899.120117
	Iteration 59Q: 3 clusters Score -1.895952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -18959506.000000 Penalty: 5899.120117
	Iteration 60F: 3 clusters Score -1.895951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -18959522.000000 Penalty: 5899.120117
	Iteration 61Q: 3 clusters Score -1.895952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -18959514.000000 Penalty: 5899.120117
	Iteration 62Q: 3 clusters Score -1.895951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 144313 members 
Entering Unmasked Estep 
Score: -18959514.000000 Penalty: 5899.120117
	Iteration 63Q: 3 clusters Score -1.895951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 144315 members 
Entering Unmasked Estep 
Score: -18959516.000000 Penalty: 5899.120117
	Iteration 64Q: 3 clusters Score -1.895952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -18959516.000000 Penalty: 5899.120117
	Iteration 65Q: 3 clusters Score -1.895952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 144323 members 
Entering Unmasked Estep 
Score: -18959516.000000 Penalty: 5899.120117
	Iteration 66Q: 3 clusters Score -1.895952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 144324 members 
Entering Unmasked Estep 
Score: -18959524.000000 Penalty: 5899.120117
	Iteration 67Q: 3 clusters Score -1.895952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -18959518.000000 Penalty: 5899.120117
	Iteration 68Q: 3 clusters Score -1.895952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 144326 members 
Entering Unmasked Estep 
Score: -18959514.000000 Penalty: 5899.120117
	Iteration 69Q: 3 clusters Score -1.895951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 144327 members 
Entering Unmasked Estep 
Score: -18959516.000000 Penalty: 5899.120117
	Iteration 70Q: 3 clusters Score -1.895952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -18959518.000000 Penalty: 5899.120117
	Iteration 71Q: 3 clusters Score -1.895952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -18959518.000000 Penalty: 5899.120117
	Iteration 72F: 3 clusters Score -1.895952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204940 members 
Entering Unmasked Estep 
Score: -26525534.000000 Penalty: 3033.157227
	Iteration 0F: 2 clusters Score -2.652553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -26396640.000000 Penalty: 6066.314453
	Iteration 0F: 3 clusters Score -2.639664e+07 nChanged 98880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 107103 members 
Entering Unmasked Estep 
Score: -26455078.000000 Penalty: 6066.314453
	Iteration 1F: 3 clusters Score -2.645508e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -26456320.000000 Penalty: 6066.314453
	Iteration 2Q: 3 clusters Score -2.645632e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -26458462.000000 Penalty: 6066.314453
	Iteration 3Q: 3 clusters Score -2.645846e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -26461580.000000 Penalty: 6066.314453
	Iteration 4Q: 3 clusters Score -2.646158e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -26466940.000000 Penalty: 6066.314453
	Iteration 5F: 3 clusters Score -2.646694e+07 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 141581 members 
Entering Unmasked Estep 
Score: -26475954.000000 Penalty: 6066.314453
	Iteration 6F: 3 clusters Score -2.647595e+07 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -26488780.000000 Penalty: 6066.314453
	Iteration 7F: 3 clusters Score -2.648878e+07 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 172734 members 
Entering Unmasked Estep 
Score: -26502720.000000 Penalty: 6066.314453
	Iteration 8F: 3 clusters Score -2.650272e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 185520 members 
Entering Unmasked Estep 
Score: -26512520.000000 Penalty: 6066.314453
	Iteration 9F: 3 clusters Score -2.651252e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 193751 members 
Entering Unmasked Estep 
Score: -26517842.000000 Penalty: 6066.314453
	Iteration 10Q: 3 clusters Score -2.651784e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 198455 members 
Entering Unmasked Estep 
Score: -26520616.000000 Penalty: 6066.314453
	Iteration 11Q: 3 clusters Score -2.652062e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 201137 members 
Entering Unmasked Estep 
Score: -26521854.000000 Penalty: 6066.314453
	Iteration 12Q: 3 clusters Score -2.652185e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 202577 members 
Entering Unmasked Estep 
Score: -26522450.000000 Penalty: 6066.314453
	Iteration 13Q: 3 clusters Score -2.652245e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 203288 members 
Entering Unmasked Estep 
Score: -26522734.000000 Penalty: 6066.314453
	Iteration 14Q: 3 clusters Score -2.652273e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 203654 members 
Entering Unmasked Estep 
Score: -26522896.000000 Penalty: 6066.314453
	Iteration 15Q: 3 clusters Score -2.65229e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 203886 members 
Entering Unmasked Estep 
Score: -26522994.000000 Penalty: 6066.314453
	Iteration 16Q: 3 clusters Score -2.652299e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 204034 members 
Entering Unmasked Estep 
Score: -26523020.000000 Penalty: 6066.314453
	Iteration 17Q: 3 clusters Score -2.652302e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -26523072.000000 Penalty: 6066.314453
	Iteration 18Q: 3 clusters Score -2.652307e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -26523116.000000 Penalty: 6066.314453
	Iteration 19Q: 3 clusters Score -2.652312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -26523124.000000 Penalty: 6066.314453
	Iteration 20F: 3 clusters Score -2.652312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 204222 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 21Q: 3 clusters Score -2.652315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 204245 members 
Entering Unmasked Estep 
Score: -26523160.000000 Penalty: 6066.314453
	Iteration 22Q: 3 clusters Score -2.652316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 204261 members 
Entering Unmasked Estep 
Score: -26523140.000000 Penalty: 6066.314453
	Iteration 23Q: 3 clusters Score -2.652314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 204276 members 
Entering Unmasked Estep 
Score: -26523142.000000 Penalty: 6066.314453
	Iteration 24Q: 3 clusters Score -2.652314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 204288 members 
Entering Unmasked Estep 
Score: -26523134.000000 Penalty: 6066.314453
	Iteration 25Q: 3 clusters Score -2.652313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 204297 members 
Entering Unmasked Estep 
Score: -26523116.000000 Penalty: 6066.314453
	Iteration 26Q: 3 clusters Score -2.652312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 204302 members 
Entering Unmasked Estep 
Score: -26523126.000000 Penalty: 6066.314453
	Iteration 27Q: 3 clusters Score -2.652313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 204306 members 
Entering Unmasked Estep 
Score: -26523136.000000 Penalty: 6066.314453
	Iteration 28Q: 3 clusters Score -2.652314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -26523138.000000 Penalty: 6066.314453
	Iteration 29Q: 3 clusters Score -2.652314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 204310 members 
Entering Unmasked Estep 
Score: -26523132.000000 Penalty: 6066.314453
	Iteration 30Q: 3 clusters Score -2.652313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 204312 members 
Entering Unmasked Estep 
Score: -26523132.000000 Penalty: 6066.314453
	Iteration 31Q: 3 clusters Score -2.652313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 204317 members 
Entering Unmasked Estep 
Score: -26523140.000000 Penalty: 6066.314453
	Iteration 32Q: 3 clusters Score -2.652314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -26523132.000000 Penalty: 6066.314453
	Iteration 33Q: 3 clusters Score -2.652313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 204321 members 
Entering Unmasked Estep 
Score: -26523148.000000 Penalty: 6066.314453
	Iteration 34Q: 3 clusters Score -2.652315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -26523138.000000 Penalty: 6066.314453
	Iteration 35Q: 3 clusters Score -2.652314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 36Q: 3 clusters Score -2.652315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204322 members 
Entering Unmasked Estep 
Score: -26523152.000000 Penalty: 6066.314453
	Iteration 37Q: 3 clusters Score -2.652315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 204324 members 
Entering Unmasked Estep 
Score: -26523150.000000 Penalty: 6066.314453
	Iteration 38Q: 3 clusters Score -2.652315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 204325 members 
Entering Unmasked Estep 
Score: -26523162.000000 Penalty: 6066.314453
	Iteration 39Q: 3 clusters Score -2.652316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 204329 members 
Entering Unmasked Estep 
Score: -26523136.000000 Penalty: 6066.314453
	Iteration 40F: 3 clusters Score -2.652314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 204333 members 
Entering Unmasked Estep 
Score: -26523138.000000 Penalty: 6066.314453
	Iteration 41Q: 3 clusters Score -2.652314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -26523148.000000 Penalty: 6066.314453
	Iteration 42Q: 3 clusters Score -2.652315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -26523160.000000 Penalty: 6066.314453
	Iteration 43Q: 3 clusters Score -2.652316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 204334 members 
Entering Unmasked Estep 
Score: -26523160.000000 Penalty: 6066.314453
	Iteration 44Q: 3 clusters Score -2.652316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -26523156.000000 Penalty: 6066.314453
	Iteration 45Q: 3 clusters Score -2.652316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 204336 members 
Entering Unmasked Estep 
Score: -26523152.000000 Penalty: 6066.314453
	Iteration 46Q: 3 clusters Score -2.652315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 204338 members 
Entering Unmasked Estep 
Score: -26523150.000000 Penalty: 6066.314453
	Iteration 47Q: 3 clusters Score -2.652315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 48Q: 3 clusters Score -2.652315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 204343 members 
Entering Unmasked Estep 
Score: -26523144.000000 Penalty: 6066.314453
	Iteration 49Q: 3 clusters Score -2.652314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 204346 members 
Entering Unmasked Estep 
Score: -26523144.000000 Penalty: 6066.314453
	Iteration 50Q: 3 clusters Score -2.652314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 204347 members 
Entering Unmasked Estep 
Score: -26523162.000000 Penalty: 6066.314453
	Iteration 51Q: 3 clusters Score -2.652316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 204351 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 52Q: 3 clusters Score -2.652315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 204353 members 
Entering Unmasked Estep 
Score: -26523150.000000 Penalty: 6066.314453
	Iteration 53Q: 3 clusters Score -2.652315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 54Q: 3 clusters Score -2.652315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 204353 members 
Entering Unmasked Estep 
Score: -26523154.000000 Penalty: 6066.314453
	Iteration 55Q: 3 clusters Score -2.652315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 204354 members 
Entering Unmasked Estep 
Score: -26523146.000000 Penalty: 6066.314453
	Iteration 56Q: 3 clusters Score -2.652315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 204354 members 
Entering Unmasked Estep 
Score: -26523146.000000 Penalty: 6066.314453
	Iteration 57F: 3 clusters Score -2.652315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -689915.312500 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -689915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -685151.687500 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -685151.7 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -686290.625000 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -686290.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -686480.312500 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -686480.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -686594.625000 Penalty: 4269.994629
	Iteration 3Q: 3 clusters Score -686594.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -686680.687500 Penalty: 4269.994629
	Iteration 4Q: 3 clusters Score -686680.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -686741.062500 Penalty: 4269.994629
	Iteration 5Q: 3 clusters Score -686741.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -686782.125000 Penalty: 4269.994629
	Iteration 6Q: 3 clusters Score -686782.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -686817.437500 Penalty: 4269.994629
	Iteration 7Q: 3 clusters Score -686817.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -686848.437500 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -686848.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -686874.500000 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -686874.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -686903.000000 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -686903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -686932.187500 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -686932.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -686960.062500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -686960.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -686993.062500 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -686993.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -687029.312500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -687029.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -687062.937500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -687062.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -687098.125000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -687098.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -687131.187500 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -687131.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -687166.125000 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -687166.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -687206.062500 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -687206.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -687240.000000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -687240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -687284.250000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -687284.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -687333.250000 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -687333.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -687374.500000 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -687374.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -687412.875000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -687412.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -687456.750000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -687456.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -687506.562500 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -687506.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -687564.562500 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -687564.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -687619.375000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -687619.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -687667.812500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -687667.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -687713.687500 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -687713.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -687765.062500 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -687765.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -687808.937500 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -687808.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -687844.875000 Penalty: 4269.994629
	Iteration 33Q: 3 clusters Score -687844.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -687875.937500 Penalty: 4269.994629
	Iteration 34Q: 3 clusters Score -687875.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -687909.062500 Penalty: 4269.994629
	Iteration 35Q: 3 clusters Score -687909.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -687935.562500 Penalty: 4269.994629
	Iteration 36Q: 3 clusters Score -687935.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -687968.187500 Penalty: 4269.994629
	Iteration 37Q: 3 clusters Score -687968.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -687991.312500 Penalty: 4269.994629
	Iteration 38Q: 3 clusters Score -687991.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -688007.250000 Penalty: 4269.994629
	Iteration 39Q: 3 clusters Score -688007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -688016.875000 Penalty: 4269.994629
	Iteration 40F: 3 clusters Score -688016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -688025.687500 Penalty: 4269.994629
	Iteration 41Q: 3 clusters Score -688025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -688029.625000 Penalty: 4269.994629
	Iteration 42Q: 3 clusters Score -688029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -688034.125000 Penalty: 4269.994629
	Iteration 43Q: 3 clusters Score -688034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -688041.000000 Penalty: 4269.994629
	Iteration 44Q: 3 clusters Score -688041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -688047.312500 Penalty: 4269.994629
	Iteration 45Q: 3 clusters Score -688047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -688051.062500 Penalty: 4269.994629
	Iteration 46Q: 3 clusters Score -688051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -688057.687500 Penalty: 4269.994629
	Iteration 47Q: 3 clusters Score -688057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -688060.312500 Penalty: 4269.994629
	Iteration 48Q: 3 clusters Score -688060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -688065.437500 Penalty: 4269.994629
	Iteration 49Q: 3 clusters Score -688065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -688069.250000 Penalty: 4269.994629
	Iteration 50Q: 3 clusters Score -688069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -688072.187500 Penalty: 4269.994629
	Iteration 51Q: 3 clusters Score -688072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -688073.062500 Penalty: 4269.994629
	Iteration 52Q: 3 clusters Score -688073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -688079.375000 Penalty: 4269.994629
	Iteration 53Q: 3 clusters Score -688079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -688079.312500 Penalty: 4269.994629
	Iteration 54Q: 3 clusters Score -688079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -688079.312500 Penalty: 4269.994629
	Iteration 55F: 3 clusters Score -688079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Entering Unmasked Estep 
Score: -3534710.750000 Penalty: 2531.526611
	Iteration 0F: 2 clusters Score -3534711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3516085.250000 Penalty: 5063.053223
	Iteration 0F: 3 clusters Score -3516085 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3522581.250000 Penalty: 5063.053223
	Iteration 1F: 3 clusters Score -3522581 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3522987.750000 Penalty: 5063.053223
	Iteration 2Q: 3 clusters Score -3522988 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3523346.500000 Penalty: 5063.053223
	Iteration 3Q: 3 clusters Score -3523346 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3523700.750000 Penalty: 5063.053223
	Iteration 4Q: 3 clusters Score -3523701 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3524097.250000 Penalty: 5063.053223
	Iteration 5Q: 3 clusters Score -3524097 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3524631.000000 Penalty: 5063.053223
	Iteration 6Q: 3 clusters Score -3524631 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3525390.000000 Penalty: 5063.053223
	Iteration 7F: 3 clusters Score -3525390 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3526421.250000 Penalty: 5063.053223
	Iteration 8F: 3 clusters Score -3526421 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3527816.250000 Penalty: 5063.053223
	Iteration 9F: 3 clusters Score -3527816 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3529347.750000 Penalty: 5063.053223
	Iteration 10F: 3 clusters Score -3529348 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3530589.250000 Penalty: 5063.053223
	Iteration 11F: 3 clusters Score -3530589 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3531464.000000 Penalty: 5063.053223
	Iteration 12Q: 3 clusters Score -3531464 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3532009.750000 Penalty: 5063.053223
	Iteration 13Q: 3 clusters Score -3532010 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3532296.250000 Penalty: 5063.053223
	Iteration 14Q: 3 clusters Score -3532296 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3532482.750000 Penalty: 5063.053223
	Iteration 15Q: 3 clusters Score -3532483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3532571.250000 Penalty: 5063.053223
	Iteration 16Q: 3 clusters Score -3532571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3532618.000000 Penalty: 5063.053223
	Iteration 17Q: 3 clusters Score -3532618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3532652.000000 Penalty: 5063.053223
	Iteration 18Q: 3 clusters Score -3532652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3532670.000000 Penalty: 5063.053223
	Iteration 19Q: 3 clusters Score -3532670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3532689.750000 Penalty: 5063.053223
	Iteration 20F: 3 clusters Score -3532690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3532703.750000 Penalty: 5063.053223
	Iteration 21Q: 3 clusters Score -3532704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3532714.500000 Penalty: 5063.053223
	Iteration 22Q: 3 clusters Score -3532714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3532716.250000 Penalty: 5063.053223
	Iteration 23Q: 3 clusters Score -3532716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3532717.000000 Penalty: 5063.053223
	Iteration 24Q: 3 clusters Score -3532717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3532718.500000 Penalty: 5063.053223
	Iteration 25Q: 3 clusters Score -3532718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3532720.000000 Penalty: 5063.053223
	Iteration 26Q: 3 clusters Score -3532720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3532719.500000 Penalty: 5063.053223
	Iteration 27Q: 3 clusters Score -3532720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3532720.500000 Penalty: 5063.053223
	Iteration 28Q: 3 clusters Score -3532720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3532725.750000 Penalty: 5063.053223
	Iteration 29Q: 3 clusters Score -3532726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3532726.000000 Penalty: 5063.053223
	Iteration 30Q: 3 clusters Score -3532726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3532726.000000 Penalty: 5063.053223
	Iteration 31F: 3 clusters Score -3532726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -361396.125000 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -361396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -358162.781250 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -358162.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -359010.000000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -359010 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -359246.093750 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -359246.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -359371.906250 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -359371.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -359463.968750 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -359464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -359547.281250 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -359547.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -359643.468750 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -359643.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -359750.593750 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -359750.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -359853.437500 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -359853.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -359977.375000 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -359977.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -360087.562500 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -360087.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -360166.687500 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -360166.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -360221.718750 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -360221.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -360270.343750 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -360270.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -360303.593750 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -360303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -360325.968750 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -360326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -360347.812500 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -360347.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -360372.937500 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -360372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -360385.843750 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -360385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -360396.906250 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -360396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -360402.812500 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -360402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -360407.781250 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -360407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -360412.468750 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -360412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -360415.437500 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -360415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360426.343750 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -360426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -360437.343750 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -360437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -360449.750000 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -360449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -360460.375000 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -360460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -360465.375000 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -360465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -360468.843750 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -360468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -360471.281250 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -360471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -360471.281250 Penalty: 3972.149414
	Iteration 31F: 3 clusters Score -360471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 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 515 members 
Entering Unmasked Estep 
Score: -107609.484375 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107609.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108099.562500 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108099.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108467.015625 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108780.109375 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108780.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108961.992188 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -108962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109025.421875 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -109025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109043.554688 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -109043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109055.578125 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -109055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109065.851562 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109073.546875 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109081.343750 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109089.476562 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109096.539062 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109103.468750 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -109103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109106.625000 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -109106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109110.039062 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -109110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109113.242188 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -109113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109117.679688 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -109117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109119.773438 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -109119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109119.773438 Penalty: 3460.268555
	Iteration 19F: 3 clusters Score -109119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 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 304 members 
Entering Unmasked Estep 
Score: -69228.070312 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69228.07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69511.093750 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69511.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69668.046875 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69668.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69790.351562 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -69790.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69878.921875 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -69878.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69977.937500 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -69977.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70077.273438 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70077.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70155.109375 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70155.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70253.804688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70253.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70422.625000 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70422.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70732.054688 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70732.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71052.687500 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -71052.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71117.640625 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -71117.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71117.640625 Penalty: 3198.649170
	Iteration 13F: 3 clusters Score -71117.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 203616 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55732 members 
Mstep: Class 5 contains 182269 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146296 members 
Mstep: Class 8 contains 204940 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27113 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 255 members 
Mstep: Class 14 contains 171799 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
Score: -166403296.000000 Penalty: 80372.445312
Splitting cluster 13 changes total score from -166405024.000000 to -166403296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Entering Unmasked Estep 
Score: -22096322.000000 Penalty: 2989.411865
	Iteration 0F: 2 clusters Score -2.209632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -21982880.000000 Penalty: 5978.823730
	Iteration 0F: 3 clusters Score -2.198288e+07 nChanged 82278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -22030684.000000 Penalty: 5978.823730
	Iteration 1F: 3 clusters Score -2.203068e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -22031498.000000 Penalty: 5978.823730
	Iteration 2Q: 3 clusters Score -2.20315e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -22032424.000000 Penalty: 5978.823730
	Iteration 3Q: 3 clusters Score -2.203242e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -22033870.000000 Penalty: 5978.823730
	Iteration 4Q: 3 clusters Score -2.203387e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -22035852.000000 Penalty: 5978.823730
	Iteration 5Q: 3 clusters Score -2.203585e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -22038810.000000 Penalty: 5978.823730
	Iteration 6Q: 3 clusters Score -2.203881e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105018 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -22043756.000000 Penalty: 5978.823730
	Iteration 7F: 3 clusters Score -2.204376e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -22051816.000000 Penalty: 5978.823730
	Iteration 8F: 3 clusters Score -2.205182e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -22062032.000000 Penalty: 5978.823730
	Iteration 9F: 3 clusters Score -2.206203e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131069 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -22072112.000000 Penalty: 5978.823730
	Iteration 10F: 3 clusters Score -2.207211e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -22078918.000000 Penalty: 5978.823730
	Iteration 11Q: 3 clusters Score -2.207892e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -22082488.000000 Penalty: 5978.823730
	Iteration 12Q: 3 clusters Score -2.208249e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -22084666.000000 Penalty: 5978.823730
	Iteration 13Q: 3 clusters Score -2.208467e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -22086512.000000 Penalty: 5978.823730
	Iteration 14Q: 3 clusters Score -2.208651e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -22088030.000000 Penalty: 5978.823730
	Iteration 15Q: 3 clusters Score -2.208803e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -22089476.000000 Penalty: 5978.823730
	Iteration 16Q: 3 clusters Score -2.208948e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -22091012.000000 Penalty: 5978.823730
	Iteration 17Q: 3 clusters Score -2.209101e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -22092196.000000 Penalty: 5978.823730
	Iteration 18Q: 3 clusters Score -2.20922e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -22092934.000000 Penalty: 5978.823730
	Iteration 19Q: 3 clusters Score -2.209293e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -22093460.000000 Penalty: 5978.823730
	Iteration 20F: 3 clusters Score -2.209346e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -22093850.000000 Penalty: 5978.823730
	Iteration 21Q: 3 clusters Score -2.209385e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -22094096.000000 Penalty: 5978.823730
	Iteration 22Q: 3 clusters Score -2.20941e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151776 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -22094314.000000 Penalty: 5978.823730
	Iteration 23Q: 3 clusters Score -2.209431e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -22094404.000000 Penalty: 5978.823730
	Iteration 24Q: 3 clusters Score -2.20944e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -22094542.000000 Penalty: 5978.823730
	Iteration 25Q: 3 clusters Score -2.209454e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -22094654.000000 Penalty: 5978.823730
	Iteration 26Q: 3 clusters Score -2.209465e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -22094730.000000 Penalty: 5978.823730
	Iteration 27Q: 3 clusters Score -2.209473e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -22094806.000000 Penalty: 5978.823730
	Iteration 28Q: 3 clusters Score -2.209481e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -22094886.000000 Penalty: 5978.823730
	Iteration 29Q: 3 clusters Score -2.209489e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -22094898.000000 Penalty: 5978.823730
	Iteration 30Q: 3 clusters Score -2.20949e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -22094902.000000 Penalty: 5978.823730
	Iteration 31Q: 3 clusters Score -2.20949e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -22094952.000000 Penalty: 5978.823730
	Iteration 32Q: 3 clusters Score -2.209495e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -22094958.000000 Penalty: 5978.823730
	Iteration 33Q: 3 clusters Score -2.209496e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155301 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -22094998.000000 Penalty: 5978.823730
	Iteration 34Q: 3 clusters Score -2.2095e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -22094976.000000 Penalty: 5978.823730
	Iteration 35Q: 3 clusters Score -2.209498e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -22094964.000000 Penalty: 5978.823730
	Iteration 36Q: 3 clusters Score -2.209496e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -22094946.000000 Penalty: 5978.823730
	Iteration 37Q: 3 clusters Score -2.209495e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -22094954.000000 Penalty: 5978.823730
	Iteration 38Q: 3 clusters Score -2.209495e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -22094956.000000 Penalty: 5978.823730
	Iteration 39Q: 3 clusters Score -2.209496e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -22095042.000000 Penalty: 5978.823730
	Iteration 40F: 3 clusters Score -2.209504e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -22095030.000000 Penalty: 5978.823730
	Iteration 41Q: 3 clusters Score -2.209503e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -22095000.000000 Penalty: 5978.823730
	Iteration 42Q: 3 clusters Score -2.2095e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -22095094.000000 Penalty: 5978.823730
	Iteration 43Q: 3 clusters Score -2.209509e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -22095120.000000 Penalty: 5978.823730
	Iteration 44Q: 3 clusters Score -2.209512e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -22095122.000000 Penalty: 5978.823730
	Iteration 45Q: 3 clusters Score -2.209512e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -22095120.000000 Penalty: 5978.823730
	Iteration 46Q: 3 clusters Score -2.209512e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -22095062.000000 Penalty: 5978.823730
	Iteration 47Q: 3 clusters Score -2.209506e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -22094996.000000 Penalty: 5978.823730
	Iteration 48Q: 3 clusters Score -2.2095e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -22095004.000000 Penalty: 5978.823730
	Iteration 49Q: 3 clusters Score -2.2095e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -22095048.000000 Penalty: 5978.823730
	Iteration 50Q: 3 clusters Score -2.209505e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -22095050.000000 Penalty: 5978.823730
	Iteration 51Q: 3 clusters Score -2.209505e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -22095046.000000 Penalty: 5978.823730
	Iteration 52Q: 3 clusters Score -2.209505e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160220 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -22095028.000000 Penalty: 5978.823730
	Iteration 53Q: 3 clusters Score -2.209503e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -22095054.000000 Penalty: 5978.823730
	Iteration 54Q: 3 clusters Score -2.209505e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -22095026.000000 Penalty: 5978.823730
	Iteration 55Q: 3 clusters Score -2.209503e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -22094970.000000 Penalty: 5978.823730
	Iteration 56Q: 3 clusters Score -2.209497e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -22094932.000000 Penalty: 5978.823730
	Iteration 57Q: 3 clusters Score -2.209493e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -22094896.000000 Penalty: 5978.823730
	Iteration 58Q: 3 clusters Score -2.20949e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -22094914.000000 Penalty: 5978.823730
	Iteration 59Q: 3 clusters Score -2.209491e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161679 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -22094854.000000 Penalty: 5978.823730
	Iteration 60F: 3 clusters Score -2.209485e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -22094856.000000 Penalty: 5978.823730
	Iteration 61Q: 3 clusters Score -2.209486e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -22094904.000000 Penalty: 5978.823730
	Iteration 62Q: 3 clusters Score -2.20949e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162171 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -22094946.000000 Penalty: 5978.823730
	Iteration 63Q: 3 clusters Score -2.209495e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162319 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -22094982.000000 Penalty: 5978.823730
	Iteration 64Q: 3 clusters Score -2.209498e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -22094920.000000 Penalty: 5978.823730
	Iteration 65Q: 3 clusters Score -2.209492e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162646 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -22094910.000000 Penalty: 5978.823730
	Iteration 66Q: 3 clusters Score -2.209491e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -22094918.000000 Penalty: 5978.823730
	Iteration 67Q: 3 clusters Score -2.209492e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -22094964.000000 Penalty: 5978.823730
	Iteration 68Q: 3 clusters Score -2.209496e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -22094948.000000 Penalty: 5978.823730
	Iteration 69Q: 3 clusters Score -2.209495e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -22094946.000000 Penalty: 5978.823730
	Iteration 70Q: 3 clusters Score -2.209495e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -22094946.000000 Penalty: 5978.823730
	Iteration 71Q: 3 clusters Score -2.209495e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -22094932.000000 Penalty: 5978.823730
	Iteration 72Q: 3 clusters Score -2.209493e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -22094958.000000 Penalty: 5978.823730
	Iteration 73Q: 3 clusters Score -2.209496e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -22094932.000000 Penalty: 5978.823730
	Iteration 74Q: 3 clusters Score -2.209493e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -22094922.000000 Penalty: 5978.823730
	Iteration 75Q: 3 clusters Score -2.209492e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -22094850.000000 Penalty: 5978.823730
	Iteration 76Q: 3 clusters Score -2.209485e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164164 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -22094858.000000 Penalty: 5978.823730
	Iteration 77Q: 3 clusters Score -2.209486e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -22094860.000000 Penalty: 5978.823730
	Iteration 78Q: 3 clusters Score -2.209486e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164392 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -22094888.000000 Penalty: 5978.823730
	Iteration 79Q: 3 clusters Score -2.209489e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164500 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -22094914.000000 Penalty: 5978.823730
	Iteration 80F: 3 clusters Score -2.209491e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -22094892.000000 Penalty: 5978.823730
	Iteration 81Q: 3 clusters Score -2.209489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164685 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -22094896.000000 Penalty: 5978.823730
	Iteration 82Q: 3 clusters Score -2.20949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -22094890.000000 Penalty: 5978.823730
	Iteration 83Q: 3 clusters Score -2.209489e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164881 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -22094880.000000 Penalty: 5978.823730
	Iteration 84Q: 3 clusters Score -2.209488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -22094866.000000 Penalty: 5978.823730
	Iteration 85Q: 3 clusters Score -2.209487e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -22094816.000000 Penalty: 5978.823730
	Iteration 86Q: 3 clusters Score -2.209482e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -22094764.000000 Penalty: 5978.823730
	Iteration 87Q: 3 clusters Score -2.209476e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -22094760.000000 Penalty: 5978.823730
	Iteration 88Q: 3 clusters Score -2.209476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -22094766.000000 Penalty: 5978.823730
	Iteration 89Q: 3 clusters Score -2.209477e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -22094728.000000 Penalty: 5978.823730
	Iteration 90Q: 3 clusters Score -2.209473e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -22094708.000000 Penalty: 5978.823730
	Iteration 91Q: 3 clusters Score -2.209471e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -22094732.000000 Penalty: 5978.823730
	Iteration 92Q: 3 clusters Score -2.209473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -22094696.000000 Penalty: 5978.823730
	Iteration 93Q: 3 clusters Score -2.20947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -22094668.000000 Penalty: 5978.823730
	Iteration 94Q: 3 clusters Score -2.209467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -22094670.000000 Penalty: 5978.823730
	Iteration 95Q: 3 clusters Score -2.209467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -22094658.000000 Penalty: 5978.823730
	Iteration 96Q: 3 clusters Score -2.209466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165637 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -22094656.000000 Penalty: 5978.823730
	Iteration 97Q: 3 clusters Score -2.209466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -22094644.000000 Penalty: 5978.823730
	Iteration 98Q: 3 clusters Score -2.209464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165701 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -22094638.000000 Penalty: 5978.823730
	Iteration 99Q: 3 clusters Score -2.209464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -22094634.000000 Penalty: 5978.823730
	Iteration 100F: 3 clusters Score -2.209463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165756 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -22094642.000000 Penalty: 5978.823730
	Iteration 101Q: 3 clusters Score -2.209464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -22094642.000000 Penalty: 5978.823730
	Iteration 102Q: 3 clusters Score -2.209464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -22094608.000000 Penalty: 5978.823730
	Iteration 103Q: 3 clusters Score -2.209461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165813 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -22094602.000000 Penalty: 5978.823730
	Iteration 104Q: 3 clusters Score -2.20946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 105Q: 3 clusters Score -2.209462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 106Q: 3 clusters Score -2.209462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -22094604.000000 Penalty: 5978.823730
	Iteration 107Q: 3 clusters Score -2.20946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -22094592.000000 Penalty: 5978.823730
	Iteration 108Q: 3 clusters Score -2.209459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -22094572.000000 Penalty: 5978.823730
	Iteration 109Q: 3 clusters Score -2.209457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -22094582.000000 Penalty: 5978.823730
	Iteration 110Q: 3 clusters Score -2.209458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165896 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -22094608.000000 Penalty: 5978.823730
	Iteration 111Q: 3 clusters Score -2.209461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -22094604.000000 Penalty: 5978.823730
	Iteration 112Q: 3 clusters Score -2.20946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165918 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -22094602.000000 Penalty: 5978.823730
	Iteration 113Q: 3 clusters Score -2.20946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -22094596.000000 Penalty: 5978.823730
	Iteration 114Q: 3 clusters Score -2.20946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -22094594.000000 Penalty: 5978.823730
	Iteration 115Q: 3 clusters Score -2.209459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165972 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -22094582.000000 Penalty: 5978.823730
	Iteration 116Q: 3 clusters Score -2.209458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -22094576.000000 Penalty: 5978.823730
	Iteration 117Q: 3 clusters Score -2.209458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -22094586.000000 Penalty: 5978.823730
	Iteration 118Q: 3 clusters Score -2.209459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 119Q: 3 clusters Score -2.209462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166051 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -22094606.000000 Penalty: 5978.823730
	Iteration 120F: 3 clusters Score -2.209461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166070 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -22094614.000000 Penalty: 5978.823730
	Iteration 121Q: 3 clusters Score -2.209461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -22094602.000000 Penalty: 5978.823730
	Iteration 122Q: 3 clusters Score -2.20946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -22094604.000000 Penalty: 5978.823730
	Iteration 123Q: 3 clusters Score -2.20946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -22094586.000000 Penalty: 5978.823730
	Iteration 124Q: 3 clusters Score -2.209459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -22094580.000000 Penalty: 5978.823730
	Iteration 125Q: 3 clusters Score -2.209458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -22094582.000000 Penalty: 5978.823730
	Iteration 126Q: 3 clusters Score -2.209458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -22094582.000000 Penalty: 5978.823730
	Iteration 127Q: 3 clusters Score -2.209458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -22094590.000000 Penalty: 5978.823730
	Iteration 128Q: 3 clusters Score -2.209459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22094598.000000 Penalty: 5978.823730
	Iteration 129Q: 3 clusters Score -2.20946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -22094594.000000 Penalty: 5978.823730
	Iteration 130Q: 3 clusters Score -2.209459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -22094604.000000 Penalty: 5978.823730
	Iteration 131Q: 3 clusters Score -2.20946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -22094612.000000 Penalty: 5978.823730
	Iteration 132Q: 3 clusters Score -2.209461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -22094590.000000 Penalty: 5978.823730
	Iteration 133Q: 3 clusters Score -2.209459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166417 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -22094594.000000 Penalty: 5978.823730
	Iteration 134Q: 3 clusters Score -2.209459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -22094578.000000 Penalty: 5978.823730
	Iteration 135Q: 3 clusters Score -2.209458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -22094578.000000 Penalty: 5978.823730
	Iteration 136Q: 3 clusters Score -2.209458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166479 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -22094590.000000 Penalty: 5978.823730
	Iteration 137Q: 3 clusters Score -2.209459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -22094610.000000 Penalty: 5978.823730
	Iteration 138Q: 3 clusters Score -2.209461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -22094620.000000 Penalty: 5978.823730
	Iteration 139Q: 3 clusters Score -2.209462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -22094614.000000 Penalty: 5978.823730
	Iteration 140F: 3 clusters Score -2.209461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -22094594.000000 Penalty: 5978.823730
	Iteration 141Q: 3 clusters Score -2.209459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -22094574.000000 Penalty: 5978.823730
	Iteration 142Q: 3 clusters Score -2.209457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -22094606.000000 Penalty: 5978.823730
	Iteration 143Q: 3 clusters Score -2.209461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -22094626.000000 Penalty: 5978.823730
	Iteration 144Q: 3 clusters Score -2.209463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -22094606.000000 Penalty: 5978.823730
	Iteration 145Q: 3 clusters Score -2.209461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -22094618.000000 Penalty: 5978.823730
	Iteration 146Q: 3 clusters Score -2.209462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -22094616.000000 Penalty: 5978.823730
	Iteration 147Q: 3 clusters Score -2.209462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166670 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -22094632.000000 Penalty: 5978.823730
	Iteration 148Q: 3 clusters Score -2.209463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -22094632.000000 Penalty: 5978.823730
	Iteration 149Q: 3 clusters Score -2.209463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -22094624.000000 Penalty: 5978.823730
	Iteration 150Q: 3 clusters Score -2.209462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 151Q: 3 clusters Score -2.209462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22094614.000000 Penalty: 5978.823730
	Iteration 152Q: 3 clusters Score -2.209461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -22094644.000000 Penalty: 5978.823730
	Iteration 153Q: 3 clusters Score -2.209464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -22094628.000000 Penalty: 5978.823730
	Iteration 154Q: 3 clusters Score -2.209463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -22094620.000000 Penalty: 5978.823730
	Iteration 155Q: 3 clusters Score -2.209462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 156Q: 3 clusters Score -2.209462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -22094620.000000 Penalty: 5978.823730
	Iteration 157Q: 3 clusters Score -2.209462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -22094632.000000 Penalty: 5978.823730
	Iteration 158Q: 3 clusters Score -2.209463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -22094626.000000 Penalty: 5978.823730
	Iteration 159Q: 3 clusters Score -2.209463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -22094626.000000 Penalty: 5978.823730
	Iteration 160F: 3 clusters Score -2.209463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -22094622.000000 Penalty: 5978.823730
	Iteration 161Q: 3 clusters Score -2.209462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -22094624.000000 Penalty: 5978.823730
	Iteration 162Q: 3 clusters Score -2.209462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -22094632.000000 Penalty: 5978.823730
	Iteration 163Q: 3 clusters Score -2.209463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -22094626.000000 Penalty: 5978.823730
	Iteration 164Q: 3 clusters Score -2.209463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -22094632.000000 Penalty: 5978.823730
	Iteration 165Q: 3 clusters Score -2.209463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -22094628.000000 Penalty: 5978.823730
	Iteration 166Q: 3 clusters Score -2.209463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -22094636.000000 Penalty: 5978.823730
	Iteration 167Q: 3 clusters Score -2.209464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -22094636.000000 Penalty: 5978.823730
	Iteration 168Q: 3 clusters Score -2.209464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -22094602.000000 Penalty: 5978.823730
	Iteration 169Q: 3 clusters Score -2.20946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -22094616.000000 Penalty: 5978.823730
	Iteration 170Q: 3 clusters Score -2.209462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -22094604.000000 Penalty: 5978.823730
	Iteration 171Q: 3 clusters Score -2.20946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -22094610.000000 Penalty: 5978.823730
	Iteration 172Q: 3 clusters Score -2.209461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -22094608.000000 Penalty: 5978.823730
	Iteration 173Q: 3 clusters Score -2.209461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -22094588.000000 Penalty: 5978.823730
	Iteration 174Q: 3 clusters Score -2.209459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -22094588.000000 Penalty: 5978.823730
	Iteration 175Q: 3 clusters Score -2.209459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -22094592.000000 Penalty: 5978.823730
	Iteration 176Q: 3 clusters Score -2.209459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -22094592.000000 Penalty: 5978.823730
	Iteration 177Q: 3 clusters Score -2.209459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -22094584.000000 Penalty: 5978.823730
	Iteration 178Q: 3 clusters Score -2.209458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -22094576.000000 Penalty: 5978.823730
	Iteration 179Q: 3 clusters Score -2.209458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -22094578.000000 Penalty: 5978.823730
	Iteration 180F: 3 clusters Score -2.209458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -22094564.000000 Penalty: 5978.823730
	Iteration 181Q: 3 clusters Score -2.209456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -22094548.000000 Penalty: 5978.823730
	Iteration 182Q: 3 clusters Score -2.209455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22094548.000000 Penalty: 5978.823730
	Iteration 183Q: 3 clusters Score -2.209455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -22094538.000000 Penalty: 5978.823730
	Iteration 184Q: 3 clusters Score -2.209454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167107 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -22094524.000000 Penalty: 5978.823730
	Iteration 185Q: 3 clusters Score -2.209452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -22094528.000000 Penalty: 5978.823730
	Iteration 186Q: 3 clusters Score -2.209453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -22094506.000000 Penalty: 5978.823730
	Iteration 187Q: 3 clusters Score -2.209451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -22094536.000000 Penalty: 5978.823730
	Iteration 188Q: 3 clusters Score -2.209454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -22094510.000000 Penalty: 5978.823730
	Iteration 189Q: 3 clusters Score -2.209451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22094496.000000 Penalty: 5978.823730
	Iteration 190Q: 3 clusters Score -2.20945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -22094502.000000 Penalty: 5978.823730
	Iteration 191Q: 3 clusters Score -2.20945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -22094500.000000 Penalty: 5978.823730
	Iteration 192Q: 3 clusters Score -2.20945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -22094472.000000 Penalty: 5978.823730
	Iteration 193Q: 3 clusters Score -2.209447e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -22094486.000000 Penalty: 5978.823730
	Iteration 194Q: 3 clusters Score -2.209449e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -22094466.000000 Penalty: 5978.823730
	Iteration 195Q: 3 clusters Score -2.209447e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -22094484.000000 Penalty: 5978.823730
	Iteration 196Q: 3 clusters Score -2.209448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -22094486.000000 Penalty: 5978.823730
	Iteration 197Q: 3 clusters Score -2.209449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167635 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -22094490.000000 Penalty: 5978.823730
	Iteration 198Q: 3 clusters Score -2.209449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -22094446.000000 Penalty: 5978.823730
	Iteration 199Q: 3 clusters Score -2.209445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167718 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -22094412.000000 Penalty: 5978.823730
	Iteration 200F: 3 clusters Score -2.209441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22094438.000000 Penalty: 5978.823730
	Iteration 201Q: 3 clusters Score -2.209444e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -22094450.000000 Penalty: 5978.823730
	Iteration 202Q: 3 clusters Score -2.209445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22094414.000000 Penalty: 5978.823730
	Iteration 203Q: 3 clusters Score -2.209441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -22094424.000000 Penalty: 5978.823730
	Iteration 204Q: 3 clusters Score -2.209442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -22094424.000000 Penalty: 5978.823730
	Iteration 205Q: 3 clusters Score -2.209442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -22094396.000000 Penalty: 5978.823730
	Iteration 206Q: 3 clusters Score -2.20944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22094414.000000 Penalty: 5978.823730
	Iteration 207Q: 3 clusters Score -2.209441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22094424.000000 Penalty: 5978.823730
	Iteration 208Q: 3 clusters Score -2.209442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -22094400.000000 Penalty: 5978.823730
	Iteration 209Q: 3 clusters Score -2.20944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -22094400.000000 Penalty: 5978.823730
	Iteration 210Q: 3 clusters Score -2.20944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -22094418.000000 Penalty: 5978.823730
	Iteration 211Q: 3 clusters Score -2.209442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -22094410.000000 Penalty: 5978.823730
	Iteration 212Q: 3 clusters Score -2.209441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -22094388.000000 Penalty: 5978.823730
	Iteration 213Q: 3 clusters Score -2.209439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -22094366.000000 Penalty: 5978.823730
	Iteration 214Q: 3 clusters Score -2.209437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22094342.000000 Penalty: 5978.823730
	Iteration 215Q: 3 clusters Score -2.209434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -22094342.000000 Penalty: 5978.823730
	Iteration 216Q: 3 clusters Score -2.209434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -22094286.000000 Penalty: 5978.823730
	Iteration 217Q: 3 clusters Score -2.209429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168268 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22094284.000000 Penalty: 5978.823730
	Iteration 218Q: 3 clusters Score -2.209428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168318 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -22094264.000000 Penalty: 5978.823730
	Iteration 219Q: 3 clusters Score -2.209426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168355 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22094230.000000 Penalty: 5978.823730
	Iteration 220F: 3 clusters Score -2.209423e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22094238.000000 Penalty: 5978.823730
	Iteration 221Q: 3 clusters Score -2.209424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22094246.000000 Penalty: 5978.823730
	Iteration 222Q: 3 clusters Score -2.209425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -22094258.000000 Penalty: 5978.823730
	Iteration 223Q: 3 clusters Score -2.209426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -22094242.000000 Penalty: 5978.823730
	Iteration 224Q: 3 clusters Score -2.209424e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168498 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -22094234.000000 Penalty: 5978.823730
	Iteration 225Q: 3 clusters Score -2.209423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168523 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -22094238.000000 Penalty: 5978.823730
	Iteration 226Q: 3 clusters Score -2.209424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168540 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -22094260.000000 Penalty: 5978.823730
	Iteration 227Q: 3 clusters Score -2.209426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -22094264.000000 Penalty: 5978.823730
	Iteration 228Q: 3 clusters Score -2.209426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168591 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -22094228.000000 Penalty: 5978.823730
	Iteration 229Q: 3 clusters Score -2.209423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22094250.000000 Penalty: 5978.823730
	Iteration 230Q: 3 clusters Score -2.209425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -22094248.000000 Penalty: 5978.823730
	Iteration 231Q: 3 clusters Score -2.209425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22094246.000000 Penalty: 5978.823730
	Iteration 232Q: 3 clusters Score -2.209425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -22094238.000000 Penalty: 5978.823730
	Iteration 233Q: 3 clusters Score -2.209424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22094226.000000 Penalty: 5978.823730
	Iteration 234Q: 3 clusters Score -2.209423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22094238.000000 Penalty: 5978.823730
	Iteration 235Q: 3 clusters Score -2.209424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -22094208.000000 Penalty: 5978.823730
	Iteration 236Q: 3 clusters Score -2.209421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22094208.000000 Penalty: 5978.823730
	Iteration 237Q: 3 clusters Score -2.209421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -22094164.000000 Penalty: 5978.823730
	Iteration 238Q: 3 clusters Score -2.209416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168871 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -22094174.000000 Penalty: 5978.823730
	Iteration 239Q: 3 clusters Score -2.209417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22094178.000000 Penalty: 5978.823730
	Iteration 240F: 3 clusters Score -2.209418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22094168.000000 Penalty: 5978.823730
	Iteration 241Q: 3 clusters Score -2.209417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22094148.000000 Penalty: 5978.823730
	Iteration 242Q: 3 clusters Score -2.209415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22094170.000000 Penalty: 5978.823730
	Iteration 243Q: 3 clusters Score -2.209417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22094196.000000 Penalty: 5978.823730
	Iteration 244Q: 3 clusters Score -2.20942e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22094168.000000 Penalty: 5978.823730
	Iteration 245Q: 3 clusters Score -2.209417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22094182.000000 Penalty: 5978.823730
	Iteration 246Q: 3 clusters Score -2.209418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -22094166.000000 Penalty: 5978.823730
	Iteration 247Q: 3 clusters Score -2.209417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -22094156.000000 Penalty: 5978.823730
	Iteration 248Q: 3 clusters Score -2.209416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22094150.000000 Penalty: 5978.823730
	Iteration 249Q: 3 clusters Score -2.209415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169313 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22094126.000000 Penalty: 5978.823730
	Iteration 250Q: 3 clusters Score -2.209413e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169349 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22094128.000000 Penalty: 5978.823730
	Iteration 251Q: 3 clusters Score -2.209413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22094122.000000 Penalty: 5978.823730
	Iteration 252Q: 3 clusters Score -2.209412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -22094108.000000 Penalty: 5978.823730
	Iteration 253Q: 3 clusters Score -2.209411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22094110.000000 Penalty: 5978.823730
	Iteration 254Q: 3 clusters Score -2.209411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22094110.000000 Penalty: 5978.823730
	Iteration 255Q: 3 clusters Score -2.209411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22094116.000000 Penalty: 5978.823730
	Iteration 256Q: 3 clusters Score -2.209412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -22094104.000000 Penalty: 5978.823730
	Iteration 257Q: 3 clusters Score -2.20941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22094106.000000 Penalty: 5978.823730
	Iteration 258Q: 3 clusters Score -2.209411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22094092.000000 Penalty: 5978.823730
	Iteration 259Q: 3 clusters Score -2.209409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22094092.000000 Penalty: 5978.823730
	Iteration 260F: 3 clusters Score -2.209409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22094070.000000 Penalty: 5978.823730
	Iteration 261Q: 3 clusters Score -2.209407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -22094082.000000 Penalty: 5978.823730
	Iteration 262Q: 3 clusters Score -2.209408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22094084.000000 Penalty: 5978.823730
	Iteration 263Q: 3 clusters Score -2.209408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -22094062.000000 Penalty: 5978.823730
	Iteration 264Q: 3 clusters Score -2.209406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22094076.000000 Penalty: 5978.823730
	Iteration 265Q: 3 clusters Score -2.209408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169656 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22094074.000000 Penalty: 5978.823730
	Iteration 266Q: 3 clusters Score -2.209407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22094068.000000 Penalty: 5978.823730
	Iteration 267Q: 3 clusters Score -2.209407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169688 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22094080.000000 Penalty: 5978.823730
	Iteration 268Q: 3 clusters Score -2.209408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22094086.000000 Penalty: 5978.823730
	Iteration 269Q: 3 clusters Score -2.209409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22094070.000000 Penalty: 5978.823730
	Iteration 270Q: 3 clusters Score -2.209407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -22094060.000000 Penalty: 5978.823730
	Iteration 271Q: 3 clusters Score -2.209406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22094080.000000 Penalty: 5978.823730
	Iteration 272Q: 3 clusters Score -2.209408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22094078.000000 Penalty: 5978.823730
	Iteration 273Q: 3 clusters Score -2.209408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22094064.000000 Penalty: 5978.823730
	Iteration 274Q: 3 clusters Score -2.209406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -22094088.000000 Penalty: 5978.823730
	Iteration 275Q: 3 clusters Score -2.209409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169845 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22094074.000000 Penalty: 5978.823730
	Iteration 276Q: 3 clusters Score -2.209407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22094084.000000 Penalty: 5978.823730
	Iteration 277Q: 3 clusters Score -2.209408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22094088.000000 Penalty: 5978.823730
	Iteration 278Q: 3 clusters Score -2.209409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -22094074.000000 Penalty: 5978.823730
	Iteration 279Q: 3 clusters Score -2.209407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22094078.000000 Penalty: 5978.823730
	Iteration 280F: 3 clusters Score -2.209408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22094066.000000 Penalty: 5978.823730
	Iteration 281Q: 3 clusters Score -2.209407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -22094072.000000 Penalty: 5978.823730
	Iteration 282Q: 3 clusters Score -2.209407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169999 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22094060.000000 Penalty: 5978.823730
	Iteration 283Q: 3 clusters Score -2.209406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170012 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -22094068.000000 Penalty: 5978.823730
	Iteration 284Q: 3 clusters Score -2.209407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -22094064.000000 Penalty: 5978.823730
	Iteration 285Q: 3 clusters Score -2.209406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170035 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22094056.000000 Penalty: 5978.823730
	Iteration 286Q: 3 clusters Score -2.209406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22094048.000000 Penalty: 5978.823730
	Iteration 287Q: 3 clusters Score -2.209405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22094036.000000 Penalty: 5978.823730
	Iteration 288Q: 3 clusters Score -2.209404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22094052.000000 Penalty: 5978.823730
	Iteration 289Q: 3 clusters Score -2.209405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22094058.000000 Penalty: 5978.823730
	Iteration 290Q: 3 clusters Score -2.209406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -22094050.000000 Penalty: 5978.823730
	Iteration 291Q: 3 clusters Score -2.209405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22094072.000000 Penalty: 5978.823730
	Iteration 292Q: 3 clusters Score -2.209407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22094074.000000 Penalty: 5978.823730
	Iteration 293Q: 3 clusters Score -2.209407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -22094096.000000 Penalty: 5978.823730
	Iteration 294Q: 3 clusters Score -2.20941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22094100.000000 Penalty: 5978.823730
	Iteration 295Q: 3 clusters Score -2.20941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -22094090.000000 Penalty: 5978.823730
	Iteration 296Q: 3 clusters Score -2.209409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22094092.000000 Penalty: 5978.823730
	Iteration 297Q: 3 clusters Score -2.209409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -22094100.000000 Penalty: 5978.823730
	Iteration 298Q: 3 clusters Score -2.20941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22094092.000000 Penalty: 5978.823730
	Iteration 299Q: 3 clusters Score -2.209409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22094080.000000 Penalty: 5978.823730
	Iteration 300F: 3 clusters Score -2.209408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22094092.000000 Penalty: 5978.823730
	Iteration 301Q: 3 clusters Score -2.209409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170243 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22094096.000000 Penalty: 5978.823730
	Iteration 302Q: 3 clusters Score -2.20941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170251 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22094108.000000 Penalty: 5978.823730
	Iteration 303Q: 3 clusters Score -2.209411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170256 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22094104.000000 Penalty: 5978.823730
	Iteration 304Q: 3 clusters Score -2.20941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22094102.000000 Penalty: 5978.823730
	Iteration 305Q: 3 clusters Score -2.20941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22094116.000000 Penalty: 5978.823730
	Iteration 306Q: 3 clusters Score -2.209412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22094114.000000 Penalty: 5978.823730
	Iteration 307Q: 3 clusters Score -2.209411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22094114.000000 Penalty: 5978.823730
	Iteration 308F: 3 clusters Score -2.209411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88165.023438 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88165.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86459.328125 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86459.33 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86701.523438 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86701.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86814.382812 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86814.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86913.140625 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86913.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86989.492188 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86989.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87056.976562 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -87056.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87101.492188 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -87101.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87135.187500 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -87135.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87159.164062 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -87159.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87179.976562 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -87179.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87208.609375 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -87208.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87217.640625 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -87217.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87226.695312 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -87226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87231.070312 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -87231.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87231.070312 Penalty: 3275.556152
	Iteration 14F: 3 clusters Score -87231.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Entering Unmasked Estep 
Score: -5841007.500000 Penalty: 2655.605469
	Iteration 0F: 2 clusters Score -5841008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5810617.000000 Penalty: 5311.210938
	Iteration 0F: 3 clusters Score -5810617 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -5821986.500000 Penalty: 5311.210938
	Iteration 1F: 3 clusters Score -5821986 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5822572.000000 Penalty: 5311.210938
	Iteration 2Q: 3 clusters Score -5822572 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5823234.500000 Penalty: 5311.210938
	Iteration 3Q: 3 clusters Score -5823234 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5824062.000000 Penalty: 5311.210938
	Iteration 4Q: 3 clusters Score -5824062 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5825253.000000 Penalty: 5311.210938
	Iteration 5F: 3 clusters Score -5825253 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5827158.500000 Penalty: 5311.210938
	Iteration 6F: 3 clusters Score -5827158 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -5829747.000000 Penalty: 5311.210938
	Iteration 7F: 3 clusters Score -5829747 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5832831.500000 Penalty: 5311.210938
	Iteration 8F: 3 clusters Score -5832832 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5835670.500000 Penalty: 5311.210938
	Iteration 9F: 3 clusters Score -5835670 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5837393.500000 Penalty: 5311.210938
	Iteration 10Q: 3 clusters Score -5837394 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5838123.000000 Penalty: 5311.210938
	Iteration 11Q: 3 clusters Score -5838123 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5838425.500000 Penalty: 5311.210938
	Iteration 12Q: 3 clusters Score -5838426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5838532.000000 Penalty: 5311.210938
	Iteration 13Q: 3 clusters Score -5838532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5838595.500000 Penalty: 5311.210938
	Iteration 14Q: 3 clusters Score -5838596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5838632.000000 Penalty: 5311.210938
	Iteration 15Q: 3 clusters Score -5838632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5838649.500000 Penalty: 5311.210938
	Iteration 16Q: 3 clusters Score -5838650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5838658.500000 Penalty: 5311.210938
	Iteration 17Q: 3 clusters Score -5838658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5838667.000000 Penalty: 5311.210938
	Iteration 18Q: 3 clusters Score -5838667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5838665.500000 Penalty: 5311.210938
	Iteration 19Q: 3 clusters Score -5838666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5838671.000000 Penalty: 5311.210938
	Iteration 20F: 3 clusters Score -5838671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5838672.500000 Penalty: 5311.210938
	Iteration 21Q: 3 clusters Score -5838672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5838681.000000 Penalty: 5311.210938
	Iteration 22Q: 3 clusters Score -5838681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5838687.500000 Penalty: 5311.210938
	Iteration 23Q: 3 clusters Score -5838688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5838684.000000 Penalty: 5311.210938
	Iteration 24Q: 3 clusters Score -5838684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5838687.000000 Penalty: 5311.210938
	Iteration 25Q: 3 clusters Score -5838687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5838686.500000 Penalty: 5311.210938
	Iteration 26Q: 3 clusters Score -5838686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5838686.500000 Penalty: 5311.210938
	Iteration 27F: 3 clusters Score -5838686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85020.703125 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -85020.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85369.093750 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85369.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85519.093750 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85519.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85664.453125 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -85664.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85842.148438 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -85842.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86183.453125 Penalty: 3308.700195
	Iteration 5F: 3 clusters Score -86183.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86541.054688 Penalty: 3308.700195
	Iteration 6F: 3 clusters Score -86541.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86725.156250 Penalty: 3308.700195
	Iteration 7F: 3 clusters Score -86725.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86909.210938 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86909.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87189.734375 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -87189.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87529.562500 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -87529.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87591.750000 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -87591.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87591.750000 Penalty: 3308.700195
	Iteration 12F: 3 clusters Score -87591.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 203616 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55732 members 
Mstep: Class 5 contains 182269 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146296 members 
Mstep: Class 8 contains 204940 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27113 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171799 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
Score: -166403824.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166405024.000000 to -166403824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -936417.312500 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -936417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -930480.000000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -930480 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -932049.375000 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -932049.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -932343.062500 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -932343.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -932619.312500 Penalty: 4408.275391
	Iteration 3F: 3 clusters Score -932619.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -932877.937500 Penalty: 4408.275391
	Iteration 4F: 3 clusters Score -932877.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -933090.625000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -933090.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -933323.937500 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -933323.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -933568.500000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -933568.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -933824.000000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -933824 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -934046.812500 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -934046.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -934282.375000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -934282.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -934481.937500 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -934481.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -934628.312500 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -934628.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -934704.312500 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -934704.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -934756.250000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -934756.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -934788.000000 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -934788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -934816.312500 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -934816.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -934839.000000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -934839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -934854.687500 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -934854.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -934865.125000 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -934865.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -934872.000000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -934872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -934875.562500 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -934875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -934878.375000 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -934878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -934879.062500 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -934879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -934881.250000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -934881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -934884.375000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -934884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -934887.937500 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -934887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -934892.000000 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -934892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -934895.437500 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -934895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -934898.500000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -934898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -934896.500000 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -934896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -934900.375000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -934900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -934897.625000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -934897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -934899.937500 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -934899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -934899.750000 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -934899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -934901.500000 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -934901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -934900.562500 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -934900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -934899.500000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -934899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -934899.500000 Penalty: 4408.275391
	Iteration 38F: 3 clusters Score -934899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -962358.250000 Penalty: 2212.388916
	Iteration 0F: 2 clusters Score -962358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -956291.375000 Penalty: 4424.777832
	Iteration 0F: 3 clusters Score -956291.4 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -957935.312500 Penalty: 4424.777832
	Iteration 1F: 3 clusters Score -957935.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -958322.125000 Penalty: 4424.777832
	Iteration 2F: 3 clusters Score -958322.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -958709.187500 Penalty: 4424.777832
	Iteration 3F: 3 clusters Score -958709.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -959086.687500 Penalty: 4424.777832
	Iteration 4F: 3 clusters Score -959086.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -959432.500000 Penalty: 4424.777832
	Iteration 5F: 3 clusters Score -959432.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -959759.625000 Penalty: 4424.777832
	Iteration 6F: 3 clusters Score -959759.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -960047.125000 Penalty: 4424.777832
	Iteration 7Q: 3 clusters Score -960047.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -960309.875000 Penalty: 4424.777832
	Iteration 8Q: 3 clusters Score -960309.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -960507.812500 Penalty: 4424.777832
	Iteration 9Q: 3 clusters Score -960507.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -960643.250000 Penalty: 4424.777832
	Iteration 10Q: 3 clusters Score -960643.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -960736.625000 Penalty: 4424.777832
	Iteration 11Q: 3 clusters Score -960736.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -960789.500000 Penalty: 4424.777832
	Iteration 12Q: 3 clusters Score -960789.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -960814.500000 Penalty: 4424.777832
	Iteration 13Q: 3 clusters Score -960814.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -960832.812500 Penalty: 4424.777832
	Iteration 14Q: 3 clusters Score -960832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -960837.187500 Penalty: 4424.777832
	Iteration 15Q: 3 clusters Score -960837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -960840.562500 Penalty: 4424.777832
	Iteration 16Q: 3 clusters Score -960840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -960845.187500 Penalty: 4424.777832
	Iteration 17Q: 3 clusters Score -960845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -960845.937500 Penalty: 4424.777832
	Iteration 18Q: 3 clusters Score -960845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -960848.062500 Penalty: 4424.777832
	Iteration 19Q: 3 clusters Score -960848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -960847.875000 Penalty: 4424.777832
	Iteration 20F: 3 clusters Score -960847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -960848.250000 Penalty: 4424.777832
	Iteration 21Q: 3 clusters Score -960848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -960847.875000 Penalty: 4424.777832
	Iteration 22Q: 3 clusters Score -960847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -960849.875000 Penalty: 4424.777832
	Iteration 23Q: 3 clusters Score -960849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -960851.750000 Penalty: 4424.777832
	Iteration 24Q: 3 clusters Score -960851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -960850.875000 Penalty: 4424.777832
	Iteration 25Q: 3 clusters Score -960850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -960850.875000 Penalty: 4424.777832
	Iteration 26F: 3 clusters Score -960850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -227253.328125 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -227253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224750.750000 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -224750.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -225354.093750 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -225354.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -225676.296875 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -225676.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -225973.484375 Penalty: 3746.430176
	Iteration 3F: 3 clusters Score -225973.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -226206.703125 Penalty: 3746.430176
	Iteration 4F: 3 clusters Score -226206.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -226331.468750 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -226331.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -226439.812500 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -226439.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226504.671875 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -226504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -226529.015625 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -226529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -226546.718750 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -226546.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -226563.078125 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -226563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226570.406250 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -226570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226573.656250 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -226573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226577.328125 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -226577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226582.656250 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -226582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -226592.812500 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -226592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -226599.390625 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -226599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -226604.906250 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -226604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -226608.406250 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -226608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -226608.406250 Penalty: 3746.430176
	Iteration 19F: 3 clusters Score -226608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Entering Unmasked Estep 
Score: -2513021.000000 Penalty: 2451.067383
	Iteration 0F: 2 clusters Score -2513021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2499269.750000 Penalty: 4902.134766
	Iteration 0F: 3 clusters Score -2499270 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2504010.000000 Penalty: 4902.134766
	Iteration 1F: 3 clusters Score -2504010 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2504403.000000 Penalty: 4902.134766
	Iteration 2F: 3 clusters Score -2504403 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2504786.000000 Penalty: 4902.134766
	Iteration 3Q: 3 clusters Score -2504786 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2505199.750000 Penalty: 4902.134766
	Iteration 4Q: 3 clusters Score -2505200 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2505677.750000 Penalty: 4902.134766
	Iteration 5Q: 3 clusters Score -2505678 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2506319.000000 Penalty: 4902.134766
	Iteration 6F: 3 clusters Score -2506319 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2507119.250000 Penalty: 4902.134766
	Iteration 7F: 3 clusters Score -2507119 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2508119.500000 Penalty: 4902.134766
	Iteration 8F: 3 clusters Score -2508120 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2509101.500000 Penalty: 4902.134766
	Iteration 9F: 3 clusters Score -2509102 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2509867.500000 Penalty: 4902.134766
	Iteration 10Q: 3 clusters Score -2509868 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2510302.500000 Penalty: 4902.134766
	Iteration 11Q: 3 clusters Score -2510302 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2510537.500000 Penalty: 4902.134766
	Iteration 12Q: 3 clusters Score -2510538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2510673.000000 Penalty: 4902.134766
	Iteration 13Q: 3 clusters Score -2510673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2510733.250000 Penalty: 4902.134766
	Iteration 14Q: 3 clusters Score -2510733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2510777.000000 Penalty: 4902.134766
	Iteration 15Q: 3 clusters Score -2510777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2510803.000000 Penalty: 4902.134766
	Iteration 16Q: 3 clusters Score -2510803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2510821.000000 Penalty: 4902.134766
	Iteration 17Q: 3 clusters Score -2510821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2510840.500000 Penalty: 4902.134766
	Iteration 18Q: 3 clusters Score -2510840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2510854.000000 Penalty: 4902.134766
	Iteration 19Q: 3 clusters Score -2510854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2510862.750000 Penalty: 4902.134766
	Iteration 20F: 3 clusters Score -2510863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2510866.250000 Penalty: 4902.134766
	Iteration 21Q: 3 clusters Score -2510866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2510867.250000 Penalty: 4902.134766
	Iteration 22Q: 3 clusters Score -2510867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2510867.250000 Penalty: 4902.134766
	Iteration 23F: 3 clusters Score -2510867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -549618.937500 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -549618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -545416.562500 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -545416.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -546346.562500 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -546346.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -546577.500000 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -546577.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -546729.937500 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -546729.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -546862.437500 Penalty: 4158.183105
	Iteration 4Q: 3 clusters Score -546862.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -546960.687500 Penalty: 4158.183105
	Iteration 5Q: 3 clusters Score -546960.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -547046.312500 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -547046.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -547111.625000 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -547111.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -547164.125000 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -547164.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -547214.312500 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -547214.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -547267.937500 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -547267.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -547316.625000 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -547316.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547357.687500 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -547357.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -547393.437500 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -547393.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -547428.375000 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -547428.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -547449.750000 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -547449.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -547467.250000 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -547467.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -547487.375000 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -547487.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -547505.625000 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -547505.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -547533.312500 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -547533.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -547560.750000 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -547560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -547585.187500 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -547585.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -547615.500000 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -547615.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -547650.875000 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -547650.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -547691.687500 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -547691.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -547730.312500 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -547730.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -547765.812500 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -547765.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -547805.312500 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -547805.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -547842.750000 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -547842.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -547886.187500 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -547886.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -547931.125000 Penalty: 4158.183105
	Iteration 30Q: 3 clusters Score -547931.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -547962.500000 Penalty: 4158.183105
	Iteration 31Q: 3 clusters Score -547962.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -547979.437500 Penalty: 4158.183105
	Iteration 32Q: 3 clusters Score -547979.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -547989.187500 Penalty: 4158.183105
	Iteration 33Q: 3 clusters Score -547989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -547998.500000 Penalty: 4158.183105
	Iteration 34Q: 3 clusters Score -547998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -548004.687500 Penalty: 4158.183105
	Iteration 35Q: 3 clusters Score -548004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -548009.687500 Penalty: 4158.183105
	Iteration 36Q: 3 clusters Score -548009.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -548015.312500 Penalty: 4158.183105
	Iteration 37Q: 3 clusters Score -548015.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -548022.562500 Penalty: 4158.183105
	Iteration 38Q: 3 clusters Score -548022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -548026.562500 Penalty: 4158.183105
	Iteration 39Q: 3 clusters Score -548026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -548028.000000 Penalty: 4158.183105
	Iteration 40F: 3 clusters Score -548028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -548029.812500 Penalty: 4158.183105
	Iteration 41Q: 3 clusters Score -548029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -548033.000000 Penalty: 4158.183105
	Iteration 42Q: 3 clusters Score -548033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -548034.875000 Penalty: 4158.183105
	Iteration 43Q: 3 clusters Score -548034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -548036.625000 Penalty: 4158.183105
	Iteration 44Q: 3 clusters Score -548036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -548037.125000 Penalty: 4158.183105
	Iteration 45Q: 3 clusters Score -548037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -548039.812500 Penalty: 4158.183105
	Iteration 46Q: 3 clusters Score -548039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -548041.437500 Penalty: 4158.183105
	Iteration 47Q: 3 clusters Score -548041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -548041.562500 Penalty: 4158.183105
	Iteration 48Q: 3 clusters Score -548041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -548041.562500 Penalty: 4158.183105
	Iteration 49F: 3 clusters Score -548041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 203616 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55732 members 
Mstep: Class 5 contains 182269 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146296 members 
Mstep: Class 8 contains 204940 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27113 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171799 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404944.000000 Penalty: 76877.992188
Iteration 439Q: 23 clusters Score -1.664049e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197014 members 
Mstep: Class 2 contains 203626 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55730 members 
Mstep: Class 5 contains 182270 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146307 members 
Mstep: Class 8 contains 204940 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27102 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44709 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19604 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405136.000000 Penalty: 76877.992188
Iteration 440F: 23 clusters Score -1.664051e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 203634 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55736 members 
Mstep: Class 5 contains 182277 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146314 members 
Mstep: Class 8 contains 204932 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27090 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44702 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7234 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405104.000000 Penalty: 76877.992188
Iteration 441Q: 23 clusters Score -1.664051e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 203646 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55738 members 
Mstep: Class 5 contains 182282 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146319 members 
Mstep: Class 8 contains 204931 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27075 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171805 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44696 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7229 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19596 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404992.000000 Penalty: 76877.992188
Iteration 442Q: 23 clusters Score -1.66405e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197036 members 
Mstep: Class 2 contains 203652 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55745 members 
Mstep: Class 5 contains 182287 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146325 members 
Mstep: Class 8 contains 204945 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27063 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171786 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44694 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19588 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405024.000000 Penalty: 76877.992188
Iteration 443Q: 23 clusters Score -1.66405e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 203662 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55751 members 
Mstep: Class 5 contains 182284 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146333 members 
Mstep: Class 8 contains 204951 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27048 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171768 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44693 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7231 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19576 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405216.000000 Penalty: 76877.992188
Iteration 444Q: 23 clusters Score -1.664052e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 203672 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55753 members 
Mstep: Class 5 contains 182283 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146333 members 
Mstep: Class 8 contains 204964 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 27033 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171756 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44691 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19572 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405200.000000 Penalty: 76877.992188
Iteration 445Q: 23 clusters Score -1.664052e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197057 members 
Mstep: Class 2 contains 203678 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55755 members 
Mstep: Class 5 contains 182277 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146344 members 
Mstep: Class 8 contains 204970 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27019 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44689 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19565 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405088.000000 Penalty: 76877.992188
Iteration 446Q: 23 clusters Score -1.664051e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 203686 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55755 members 
Mstep: Class 5 contains 182278 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146349 members 
Mstep: Class 8 contains 204979 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 27012 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171734 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44687 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19561 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166405056.000000 Penalty: 76877.992188
Iteration 447Q: 23 clusters Score -1.664051e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197056 members 
Mstep: Class 2 contains 203689 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55754 members 
Mstep: Class 5 contains 182265 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146365 members 
Mstep: Class 8 contains 204996 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 27007 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171718 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44691 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19558 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404880.000000 Penalty: 76877.992188
Iteration 448Q: 23 clusters Score -1.664049e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197055 members 
Mstep: Class 2 contains 203695 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55759 members 
Mstep: Class 5 contains 182263 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146369 members 
Mstep: Class 8 contains 205007 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 26996 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171714 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44692 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19547 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404832.000000 Penalty: 76877.992188
Iteration 449Q: 23 clusters Score -1.664048e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197061 members 
Mstep: Class 2 contains 203706 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55765 members 
Mstep: Class 5 contains 182251 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146375 members 
Mstep: Class 8 contains 205023 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 26993 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171701 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44691 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19530 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404832.000000 Penalty: 76877.992188
Iteration 450Q: 23 clusters Score -1.664048e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197070 members 
Mstep: Class 2 contains 203708 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 182249 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146381 members 
Mstep: Class 8 contains 205027 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 26984 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171699 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44690 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7240 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19512 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404944.000000 Penalty: 76877.992188
Iteration 451Q: 23 clusters Score -1.664049e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197073 members 
Mstep: Class 2 contains 203711 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55784 members 
Mstep: Class 5 contains 182256 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146385 members 
Mstep: Class 8 contains 205024 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 26970 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171698 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44690 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19499 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404864.000000 Penalty: 76877.992188
Iteration 452Q: 23 clusters Score -1.664049e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197076 members 
Mstep: Class 2 contains 203709 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55790 members 
Mstep: Class 5 contains 182264 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146394 members 
Mstep: Class 8 contains 205023 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 26959 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171698 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44688 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7243 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19487 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404784.000000 Penalty: 76877.992188
Iteration 453Q: 23 clusters Score -1.664048e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197084 members 
Mstep: Class 2 contains 203712 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55792 members 
Mstep: Class 5 contains 182260 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146406 members 
Mstep: Class 8 contains 205029 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 26952 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171696 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44684 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7243 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19474 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404832.000000 Penalty: 76877.992188
Iteration 454Q: 23 clusters Score -1.664048e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197090 members 
Mstep: Class 2 contains 203715 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55797 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146413 members 
Mstep: Class 8 contains 205024 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 26944 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171692 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19464 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404880.000000 Penalty: 76877.992188
Iteration 455Q: 23 clusters Score -1.664049e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 203711 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55802 members 
Mstep: Class 5 contains 182270 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146419 members 
Mstep: Class 8 contains 205028 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26937 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171692 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19456 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404848.000000 Penalty: 76877.992188
Iteration 456Q: 23 clusters Score -1.664048e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197096 members 
Mstep: Class 2 contains 203711 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55805 members 
Mstep: Class 5 contains 182278 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146425 members 
Mstep: Class 8 contains 205017 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26929 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171691 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44679 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404896.000000 Penalty: 76877.992188
Iteration 457Q: 23 clusters Score -1.664049e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197109 members 
Mstep: Class 2 contains 203714 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55808 members 
Mstep: Class 5 contains 182277 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146429 members 
Mstep: Class 8 contains 205001 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 26926 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171683 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19450 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404848.000000 Penalty: 76877.992188
Iteration 458Q: 23 clusters Score -1.664048e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197114 members 
Mstep: Class 2 contains 203718 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55807 members 
Mstep: Class 5 contains 182272 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146434 members 
Mstep: Class 8 contains 205000 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 26923 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171677 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404880.000000 Penalty: 76877.992188
Iteration 459Q: 23 clusters Score -1.664049e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197112 members 
Mstep: Class 2 contains 203720 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55809 members 
Mstep: Class 5 contains 182275 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146441 members 
Mstep: Class 8 contains 205002 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 26919 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171677 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44679 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19444 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404784.000000 Penalty: 76877.992188
Iteration 460F: 23 clusters Score -1.664048e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197103 members 
Mstep: Class 2 contains 203725 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 55810 members 
Mstep: Class 5 contains 182281 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146454 members 
Mstep: Class 8 contains 204994 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26917 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171676 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44677 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19443 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404672.000000 Penalty: 76877.992188
Iteration 461Q: 23 clusters Score -1.664047e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197093 members 
Mstep: Class 2 contains 203735 members 
Mstep: Class 3 contains 30359 members 
Mstep: Class 4 contains 55813 members 
Mstep: Class 5 contains 182285 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146463 members 
Mstep: Class 8 contains 204995 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26912 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171673 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44676 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19436 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404672.000000 Penalty: 76877.992188
Iteration 462Q: 23 clusters Score -1.664047e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197089 members 
Mstep: Class 2 contains 203745 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55816 members 
Mstep: Class 5 contains 182282 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146472 members 
Mstep: Class 8 contains 204992 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171676 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44675 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19432 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404704.000000 Penalty: 76877.992188
Iteration 463Q: 23 clusters Score -1.664047e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197081 members 
Mstep: Class 2 contains 203748 members 
Mstep: Class 3 contains 30357 members 
Mstep: Class 4 contains 55818 members 
Mstep: Class 5 contains 182285 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146478 members 
Mstep: Class 8 contains 204994 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26899 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171677 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44675 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19428 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404656.000000 Penalty: 76877.992188
Iteration 464Q: 23 clusters Score -1.664047e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197071 members 
Mstep: Class 2 contains 203756 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 55821 members 
Mstep: Class 5 contains 182285 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146483 members 
Mstep: Class 8 contains 204999 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26895 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171679 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44673 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19422 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404672.000000 Penalty: 76877.992188
Iteration 465Q: 23 clusters Score -1.664047e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 203766 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55821 members 
Mstep: Class 5 contains 182295 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146488 members 
Mstep: Class 8 contains 204995 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26891 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44672 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19421 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404752.000000 Penalty: 76877.992188
Iteration 466Q: 23 clusters Score -1.664048e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197043 members 
Mstep: Class 2 contains 203769 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55821 members 
Mstep: Class 5 contains 182306 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146492 members 
Mstep: Class 8 contains 205002 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 26886 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44669 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19420 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404720.000000 Penalty: 76877.992188
Iteration 467Q: 23 clusters Score -1.664047e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197034 members 
Mstep: Class 2 contains 203771 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55821 members 
Mstep: Class 5 contains 182310 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146499 members 
Mstep: Class 8 contains 205008 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26879 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171686 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44667 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404688.000000 Penalty: 76877.992188
Iteration 468Q: 23 clusters Score -1.664047e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 203776 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55822 members 
Mstep: Class 5 contains 182302 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146505 members 
Mstep: Class 8 contains 205022 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26870 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171685 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44664 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19417 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404640.000000 Penalty: 76877.992188
Iteration 469Q: 23 clusters Score -1.664046e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 203776 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55822 members 
Mstep: Class 5 contains 182302 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146518 members 
Mstep: Class 8 contains 205027 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26866 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44662 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19416 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404672.000000 Penalty: 76877.992188
Iteration 470Q: 23 clusters Score -1.664047e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197026 members 
Mstep: Class 2 contains 203770 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182305 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146529 members 
Mstep: Class 8 contains 205024 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26860 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44662 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19411 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404560.000000 Penalty: 76877.992188
Iteration 471Q: 23 clusters Score -1.664046e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 203767 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55824 members 
Mstep: Class 5 contains 182306 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146547 members 
Mstep: Class 8 contains 205020 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26850 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171685 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44659 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 22 contains 19406 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404560.000000 Penalty: 76877.992188
Iteration 472Q: 23 clusters Score -1.664046e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197040 members 
Mstep: Class 2 contains 203766 members 
Mstep: Class 3 contains 30351 members 
Mstep: Class 4 contains 55824 members 
Mstep: Class 5 contains 182310 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146559 members 
Mstep: Class 8 contains 205009 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26842 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171682 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44660 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19408 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404496.000000 Penalty: 76877.992188
Iteration 473Q: 23 clusters Score -1.664045e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197041 members 
Mstep: Class 2 contains 203762 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182314 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146571 members 
Mstep: Class 8 contains 205008 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26829 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171686 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44659 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19408 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404400.000000 Penalty: 76877.992188
Iteration 474Q: 23 clusters Score -1.664044e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 203763 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55824 members 
Mstep: Class 5 contains 182303 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146579 members 
Mstep: Class 8 contains 205011 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26822 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171689 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44658 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19402 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404400.000000 Penalty: 76877.992188
Iteration 475Q: 23 clusters Score -1.664044e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197047 members 
Mstep: Class 2 contains 203768 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182299 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146586 members 
Mstep: Class 8 contains 205016 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171685 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44656 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19401 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404320.000000 Penalty: 76877.992188
Iteration 476Q: 23 clusters Score -1.664043e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 203777 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182296 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146596 members 
Mstep: Class 8 contains 205013 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26818 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44653 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19402 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404432.000000 Penalty: 76877.992188
Iteration 477Q: 23 clusters Score -1.664044e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197024 members 
Mstep: Class 2 contains 203783 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 182291 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146606 members 
Mstep: Class 8 contains 205024 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26815 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171684 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44647 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19404 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404480.000000 Penalty: 76877.992188
Iteration 478Q: 23 clusters Score -1.664045e+08 nChanged 118
Entering ConstructFrom: 
Score: -166404480.000000 Penalty: 76877.992188
Entering ConstructFrom: 
Trying to split cluster 1 (197018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197018 members 
Entering Unmasked Estep 
Score: -25244820.000000 Penalty: 3023.380615
	Iteration 0F: 2 clusters Score -2.524482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -25115948.000000 Penalty: 6046.761230
	Iteration 0F: 3 clusters Score -2.511595e+07 nChanged 94846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -25170452.000000 Penalty: 6046.761230
	Iteration 1F: 3 clusters Score -2.517045e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -25171382.000000 Penalty: 6046.761230
	Iteration 2Q: 3 clusters Score -2.517138e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -25172330.000000 Penalty: 6046.761230
	Iteration 3Q: 3 clusters Score -2.517233e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -25173712.000000 Penalty: 6046.761230
	Iteration 4Q: 3 clusters Score -2.517371e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -25175936.000000 Penalty: 6046.761230
	Iteration 5Q: 3 clusters Score -2.517594e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -25179584.000000 Penalty: 6046.761230
	Iteration 6Q: 3 clusters Score -2.517958e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 121041 members 
Entering Unmasked Estep 
Score: -25185884.000000 Penalty: 6046.761230
	Iteration 7Q: 3 clusters Score -2.518588e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -25195214.000000 Penalty: 6046.761230
	Iteration 8F: 3 clusters Score -2.519521e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 137758 members 
Entering Unmasked Estep 
Score: -25205524.000000 Penalty: 6046.761230
	Iteration 9F: 3 clusters Score -2.520552e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -25214366.000000 Penalty: 6046.761230
	Iteration 10F: 3 clusters Score -2.521437e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -25220174.000000 Penalty: 6046.761230
	Iteration 11Q: 3 clusters Score -2.522017e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -25223354.000000 Penalty: 6046.761230
	Iteration 12Q: 3 clusters Score -2.522335e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -25225376.000000 Penalty: 6046.761230
	Iteration 13Q: 3 clusters Score -2.522538e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -25226852.000000 Penalty: 6046.761230
	Iteration 14Q: 3 clusters Score -2.522685e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -25228086.000000 Penalty: 6046.761230
	Iteration 15Q: 3 clusters Score -2.522809e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -25229252.000000 Penalty: 6046.761230
	Iteration 16Q: 3 clusters Score -2.522925e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -25230700.000000 Penalty: 6046.761230
	Iteration 17Q: 3 clusters Score -2.52307e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -25231984.000000 Penalty: 6046.761230
	Iteration 18Q: 3 clusters Score -2.523198e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -25233336.000000 Penalty: 6046.761230
	Iteration 19Q: 3 clusters Score -2.523334e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 180485 members 
Entering Unmasked Estep 
Score: -25234702.000000 Penalty: 6046.761230
	Iteration 20F: 3 clusters Score -2.52347e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 183403 members 
Entering Unmasked Estep 
Score: -25236120.000000 Penalty: 6046.761230
	Iteration 21Q: 3 clusters Score -2.523612e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -25237318.000000 Penalty: 6046.761230
	Iteration 22Q: 3 clusters Score -2.523732e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -25238350.000000 Penalty: 6046.761230
	Iteration 23Q: 3 clusters Score -2.523835e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -25239172.000000 Penalty: 6046.761230
	Iteration 24Q: 3 clusters Score -2.523917e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 191438 members 
Entering Unmasked Estep 
Score: -25239962.000000 Penalty: 6046.761230
	Iteration 25Q: 3 clusters Score -2.523996e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 192622 members 
Entering Unmasked Estep 
Score: -25240620.000000 Penalty: 6046.761230
	Iteration 26Q: 3 clusters Score -2.524062e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 193432 members 
Entering Unmasked Estep 
Score: -25241018.000000 Penalty: 6046.761230
	Iteration 27Q: 3 clusters Score -2.524102e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 194022 members 
Entering Unmasked Estep 
Score: -25241358.000000 Penalty: 6046.761230
	Iteration 28Q: 3 clusters Score -2.524136e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 194450 members 
Entering Unmasked Estep 
Score: -25241576.000000 Penalty: 6046.761230
	Iteration 29Q: 3 clusters Score -2.524158e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -25241728.000000 Penalty: 6046.761230
	Iteration 30Q: 3 clusters Score -2.524173e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -25241820.000000 Penalty: 6046.761230
	Iteration 31Q: 3 clusters Score -2.524182e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -25241810.000000 Penalty: 6046.761230
	Iteration 32Q: 3 clusters Score -2.524181e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 195256 members 
Entering Unmasked Estep 
Score: -25241884.000000 Penalty: 6046.761230
	Iteration 33Q: 3 clusters Score -2.524188e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 195360 members 
Entering Unmasked Estep 
Score: -25241938.000000 Penalty: 6046.761230
	Iteration 34Q: 3 clusters Score -2.524194e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 195444 members 
Entering Unmasked Estep 
Score: -25241996.000000 Penalty: 6046.761230
	Iteration 35Q: 3 clusters Score -2.5242e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 195521 members 
Entering Unmasked Estep 
Score: -25242026.000000 Penalty: 6046.761230
	Iteration 36Q: 3 clusters Score -2.524203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 195600 members 
Entering Unmasked Estep 
Score: -25242056.000000 Penalty: 6046.761230
	Iteration 37Q: 3 clusters Score -2.524206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 195652 members 
Entering Unmasked Estep 
Score: -25242112.000000 Penalty: 6046.761230
	Iteration 38Q: 3 clusters Score -2.524211e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -25242142.000000 Penalty: 6046.761230
	Iteration 39Q: 3 clusters Score -2.524214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -25242158.000000 Penalty: 6046.761230
	Iteration 40F: 3 clusters Score -2.524216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -25242162.000000 Penalty: 6046.761230
	Iteration 41Q: 3 clusters Score -2.524216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -25242146.000000 Penalty: 6046.761230
	Iteration 42Q: 3 clusters Score -2.524215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -25242170.000000 Penalty: 6046.761230
	Iteration 43Q: 3 clusters Score -2.524217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -25242166.000000 Penalty: 6046.761230
	Iteration 44Q: 3 clusters Score -2.524217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 195839 members 
Entering Unmasked Estep 
Score: -25242182.000000 Penalty: 6046.761230
	Iteration 45Q: 3 clusters Score -2.524218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -25242212.000000 Penalty: 6046.761230
	Iteration 46Q: 3 clusters Score -2.524221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195853 members 
Entering Unmasked Estep 
Score: -25242210.000000 Penalty: 6046.761230
	Iteration 47Q: 3 clusters Score -2.524221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 195859 members 
Entering Unmasked Estep 
Score: -25242214.000000 Penalty: 6046.761230
	Iteration 48Q: 3 clusters Score -2.524221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 195871 members 
Entering Unmasked Estep 
Score: -25242234.000000 Penalty: 6046.761230
	Iteration 49Q: 3 clusters Score -2.524223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 195879 members 
Entering Unmasked Estep 
Score: -25242224.000000 Penalty: 6046.761230
	Iteration 50Q: 3 clusters Score -2.524222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 195885 members 
Entering Unmasked Estep 
Score: -25242198.000000 Penalty: 6046.761230
	Iteration 51Q: 3 clusters Score -2.52422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 195893 members 
Entering Unmasked Estep 
Score: -25242208.000000 Penalty: 6046.761230
	Iteration 52Q: 3 clusters Score -2.524221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 195892 members 
Entering Unmasked Estep 
Score: -25242202.000000 Penalty: 6046.761230
	Iteration 53Q: 3 clusters Score -2.52422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -25242240.000000 Penalty: 6046.761230
	Iteration 54Q: 3 clusters Score -2.524224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 195896 members 
Entering Unmasked Estep 
Score: -25242238.000000 Penalty: 6046.761230
	Iteration 55Q: 3 clusters Score -2.524224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -25242228.000000 Penalty: 6046.761230
	Iteration 56Q: 3 clusters Score -2.524223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 195905 members 
Entering Unmasked Estep 
Score: -25242228.000000 Penalty: 6046.761230
	Iteration 57Q: 3 clusters Score -2.524223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -25242216.000000 Penalty: 6046.761230
	Iteration 58Q: 3 clusters Score -2.524222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 195908 members 
Entering Unmasked Estep 
Score: -25242228.000000 Penalty: 6046.761230
	Iteration 59Q: 3 clusters Score -2.524223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -25242216.000000 Penalty: 6046.761230
	Iteration 60F: 3 clusters Score -2.524222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 195913 members 
Entering Unmasked Estep 
Score: -25242222.000000 Penalty: 6046.761230
	Iteration 61Q: 3 clusters Score -2.524222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -25242222.000000 Penalty: 6046.761230
	Iteration 62Q: 3 clusters Score -2.524222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -25242230.000000 Penalty: 6046.761230
	Iteration 63Q: 3 clusters Score -2.524223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 195917 members 
Entering Unmasked Estep 
Score: -25242238.000000 Penalty: 6046.761230
	Iteration 64Q: 3 clusters Score -2.524224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 195917 members 
Entering Unmasked Estep 
Score: -25242238.000000 Penalty: 6046.761230
	Iteration 65F: 3 clusters Score -2.524224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203789 members 
Entering Unmasked Estep 
Score: -26459052.000000 Penalty: 3031.760254
	Iteration 0F: 2 clusters Score -2.645905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -26353706.000000 Penalty: 6063.520508
	Iteration 0F: 3 clusters Score -2.635371e+07 nChanged 97973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -26410728.000000 Penalty: 6063.520508
	Iteration 1F: 3 clusters Score -2.641073e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -26411550.000000 Penalty: 6063.520508
	Iteration 2Q: 3 clusters Score -2.641155e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -26412942.000000 Penalty: 6063.520508
	Iteration 3Q: 3 clusters Score -2.641294e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -26414934.000000 Penalty: 6063.520508
	Iteration 4Q: 3 clusters Score -2.641493e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -26418190.000000 Penalty: 6063.520508
	Iteration 5Q: 3 clusters Score -2.641819e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -26423462.000000 Penalty: 6063.520508
	Iteration 6Q: 3 clusters Score -2.642346e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137038 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -26432456.000000 Penalty: 6063.520508
	Iteration 7F: 3 clusters Score -2.643246e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -26444286.000000 Penalty: 6063.520508
	Iteration 8F: 3 clusters Score -2.644429e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -26455710.000000 Penalty: 6063.520508
	Iteration 9F: 3 clusters Score -2.645571e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -26463538.000000 Penalty: 6063.520508
	Iteration 10Q: 3 clusters Score -2.646354e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -26466986.000000 Penalty: 6063.520508
	Iteration 11Q: 3 clusters Score -2.646699e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -26468096.000000 Penalty: 6063.520508
	Iteration 12Q: 3 clusters Score -2.64681e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -26468364.000000 Penalty: 6063.520508
	Iteration 13Q: 3 clusters Score -2.646836e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -26467892.000000 Penalty: 6063.520508
	Iteration 14Q: 3 clusters Score -2.646789e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181637 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -26466930.000000 Penalty: 6063.520508
	Iteration 15Q: 3 clusters Score -2.646693e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184019 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -26465950.000000 Penalty: 6063.520508
	Iteration 16Q: 3 clusters Score -2.646595e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186202 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -26465074.000000 Penalty: 6063.520508
	Iteration 17Q: 3 clusters Score -2.646507e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -26464090.000000 Penalty: 6063.520508
	Iteration 18Q: 3 clusters Score -2.646409e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189786 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -26463226.000000 Penalty: 6063.520508
	Iteration 19Q: 3 clusters Score -2.646323e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191233 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -26462360.000000 Penalty: 6063.520508
	Iteration 20F: 3 clusters Score -2.646236e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192489 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -26461796.000000 Penalty: 6063.520508
	Iteration 21Q: 3 clusters Score -2.64618e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -26461194.000000 Penalty: 6063.520508
	Iteration 22Q: 3 clusters Score -2.646119e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194504 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -26460696.000000 Penalty: 6063.520508
	Iteration 23Q: 3 clusters Score -2.64607e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195350 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -26460364.000000 Penalty: 6063.520508
	Iteration 24Q: 3 clusters Score -2.646036e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196051 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -26459980.000000 Penalty: 6063.520508
	Iteration 25Q: 3 clusters Score -2.645998e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196654 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -26459706.000000 Penalty: 6063.520508
	Iteration 26Q: 3 clusters Score -2.645971e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197148 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -26459518.000000 Penalty: 6063.520508
	Iteration 27Q: 3 clusters Score -2.645952e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197589 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -26459416.000000 Penalty: 6063.520508
	Iteration 28Q: 3 clusters Score -2.645942e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -26459202.000000 Penalty: 6063.520508
	Iteration 29Q: 3 clusters Score -2.64592e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198248 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -26459084.000000 Penalty: 6063.520508
	Iteration 30Q: 3 clusters Score -2.645908e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198517 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -26459032.000000 Penalty: 6063.520508
	Iteration 31Q: 3 clusters Score -2.645903e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -26459002.000000 Penalty: 6063.520508
	Iteration 32Q: 3 clusters Score -2.6459e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198954 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -26458920.000000 Penalty: 6063.520508
	Iteration 33Q: 3 clusters Score -2.645892e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -26458940.000000 Penalty: 6063.520508
	Iteration 34Q: 3 clusters Score -2.645894e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -26458890.000000 Penalty: 6063.520508
	Iteration 35Q: 3 clusters Score -2.645889e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -26458822.000000 Penalty: 6063.520508
	Iteration 36Q: 3 clusters Score -2.645882e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199552 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -26458764.000000 Penalty: 6063.520508
	Iteration 37Q: 3 clusters Score -2.645876e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -26458738.000000 Penalty: 6063.520508
	Iteration 38Q: 3 clusters Score -2.645874e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199777 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -26458664.000000 Penalty: 6063.520508
	Iteration 39Q: 3 clusters Score -2.645866e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199882 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -26458656.000000 Penalty: 6063.520508
	Iteration 40F: 3 clusters Score -2.645866e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -26458644.000000 Penalty: 6063.520508
	Iteration 41Q: 3 clusters Score -2.645864e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -26458670.000000 Penalty: 6063.520508
	Iteration 42Q: 3 clusters Score -2.645867e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200074 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -26458644.000000 Penalty: 6063.520508
	Iteration 43Q: 3 clusters Score -2.645864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200132 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -26458638.000000 Penalty: 6063.520508
	Iteration 44Q: 3 clusters Score -2.645864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200182 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -26458630.000000 Penalty: 6063.520508
	Iteration 45Q: 3 clusters Score -2.645863e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -26458584.000000 Penalty: 6063.520508
	Iteration 46Q: 3 clusters Score -2.645858e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200274 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -26458592.000000 Penalty: 6063.520508
	Iteration 47Q: 3 clusters Score -2.645859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -26458566.000000 Penalty: 6063.520508
	Iteration 48Q: 3 clusters Score -2.645857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -26458574.000000 Penalty: 6063.520508
	Iteration 49Q: 3 clusters Score -2.645857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200347 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -26458578.000000 Penalty: 6063.520508
	Iteration 50Q: 3 clusters Score -2.645858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200368 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -26458556.000000 Penalty: 6063.520508
	Iteration 51Q: 3 clusters Score -2.645856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200385 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -26458546.000000 Penalty: 6063.520508
	Iteration 52Q: 3 clusters Score -2.645855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200395 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -26458552.000000 Penalty: 6063.520508
	Iteration 53Q: 3 clusters Score -2.645855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200408 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -26458552.000000 Penalty: 6063.520508
	Iteration 54Q: 3 clusters Score -2.645855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200416 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -26458550.000000 Penalty: 6063.520508
	Iteration 55Q: 3 clusters Score -2.645855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200425 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -26458546.000000 Penalty: 6063.520508
	Iteration 56Q: 3 clusters Score -2.645855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200439 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -26458536.000000 Penalty: 6063.520508
	Iteration 57Q: 3 clusters Score -2.645854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200446 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -26458538.000000 Penalty: 6063.520508
	Iteration 58Q: 3 clusters Score -2.645854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200451 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -26458542.000000 Penalty: 6063.520508
	Iteration 59Q: 3 clusters Score -2.645854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200451 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -26458540.000000 Penalty: 6063.520508
	Iteration 60F: 3 clusters Score -2.645854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200450 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -26458542.000000 Penalty: 6063.520508
	Iteration 61Q: 3 clusters Score -2.645854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200452 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -26458542.000000 Penalty: 6063.520508
	Iteration 62Q: 3 clusters Score -2.645854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200451 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -26458538.000000 Penalty: 6063.520508
	Iteration 63Q: 3 clusters Score -2.645854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200450 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -26458558.000000 Penalty: 6063.520508
	Iteration 64Q: 3 clusters Score -2.645856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200455 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -26458566.000000 Penalty: 6063.520508
	Iteration 65Q: 3 clusters Score -2.645857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200458 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -26458580.000000 Penalty: 6063.520508
	Iteration 66Q: 3 clusters Score -2.645858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200461 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -26458576.000000 Penalty: 6063.520508
	Iteration 67Q: 3 clusters Score -2.645858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -26458578.000000 Penalty: 6063.520508
	Iteration 68Q: 3 clusters Score -2.645858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200465 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -26458542.000000 Penalty: 6063.520508
	Iteration 69Q: 3 clusters Score -2.645854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200473 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -26458576.000000 Penalty: 6063.520508
	Iteration 70Q: 3 clusters Score -2.645858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200480 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -26458578.000000 Penalty: 6063.520508
	Iteration 71Q: 3 clusters Score -2.645858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -26458578.000000 Penalty: 6063.520508
	Iteration 72Q: 3 clusters Score -2.645858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200496 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -26458554.000000 Penalty: 6063.520508
	Iteration 73Q: 3 clusters Score -2.645855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -26458564.000000 Penalty: 6063.520508
	Iteration 74Q: 3 clusters Score -2.645856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200509 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -26458546.000000 Penalty: 6063.520508
	Iteration 75Q: 3 clusters Score -2.645855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200511 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -26458560.000000 Penalty: 6063.520508
	Iteration 76Q: 3 clusters Score -2.645856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -26458550.000000 Penalty: 6063.520508
	Iteration 77Q: 3 clusters Score -2.645855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200512 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -26458536.000000 Penalty: 6063.520508
	Iteration 78Q: 3 clusters Score -2.645854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -26458538.000000 Penalty: 6063.520508
	Iteration 79Q: 3 clusters Score -2.645854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -26458538.000000 Penalty: 6063.520508
	Iteration 80F: 3 clusters Score -2.645854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -26458542.000000 Penalty: 6063.520508
	Iteration 81Q: 3 clusters Score -2.645854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -26458544.000000 Penalty: 6063.520508
	Iteration 82Q: 3 clusters Score -2.645854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -26458540.000000 Penalty: 6063.520508
	Iteration 83Q: 3 clusters Score -2.645854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -26458540.000000 Penalty: 6063.520508
	Iteration 84F: 3 clusters Score -2.645854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Entering Unmasked Estep 
Score: -3875517.750000 Penalty: 2559.521484
	Iteration 0F: 2 clusters Score -3875518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3854738.000000 Penalty: 5119.042969
	Iteration 0F: 3 clusters Score -3854738 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3862355.500000 Penalty: 5119.042969
	Iteration 1F: 3 clusters Score -3862356 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3863509.250000 Penalty: 5119.042969
	Iteration 2F: 3 clusters Score -3863509 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3865242.250000 Penalty: 5119.042969
	Iteration 3F: 3 clusters Score -3865242 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3867392.750000 Penalty: 5119.042969
	Iteration 4F: 3 clusters Score -3867393 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3869445.500000 Penalty: 5119.042969
	Iteration 5F: 3 clusters Score -3869446 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3870847.250000 Penalty: 5119.042969
	Iteration 6F: 3 clusters Score -3870847 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3871675.500000 Penalty: 5119.042969
	Iteration 7F: 3 clusters Score -3871676 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3872128.000000 Penalty: 5119.042969
	Iteration 8Q: 3 clusters Score -3872128 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3872448.000000 Penalty: 5119.042969
	Iteration 9Q: 3 clusters Score -3872448 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3872643.750000 Penalty: 5119.042969
	Iteration 10Q: 3 clusters Score -3872644 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3872810.750000 Penalty: 5119.042969
	Iteration 11Q: 3 clusters Score -3872811 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3872961.500000 Penalty: 5119.042969
	Iteration 12Q: 3 clusters Score -3872962 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3873075.500000 Penalty: 5119.042969
	Iteration 13Q: 3 clusters Score -3873076 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3873207.000000 Penalty: 5119.042969
	Iteration 14Q: 3 clusters Score -3873207 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3873314.500000 Penalty: 5119.042969
	Iteration 15Q: 3 clusters Score -3873314 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3873440.750000 Penalty: 5119.042969
	Iteration 16Q: 3 clusters Score -3873441 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3873514.000000 Penalty: 5119.042969
	Iteration 17Q: 3 clusters Score -3873514 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3873602.000000 Penalty: 5119.042969
	Iteration 18Q: 3 clusters Score -3873602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3873681.250000 Penalty: 5119.042969
	Iteration 19Q: 3 clusters Score -3873681 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3873765.500000 Penalty: 5119.042969
	Iteration 20F: 3 clusters Score -3873766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3873825.000000 Penalty: 5119.042969
	Iteration 21Q: 3 clusters Score -3873825 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3873884.250000 Penalty: 5119.042969
	Iteration 22Q: 3 clusters Score -3873884 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3873928.250000 Penalty: 5119.042969
	Iteration 23Q: 3 clusters Score -3873928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3873974.000000 Penalty: 5119.042969
	Iteration 24Q: 3 clusters Score -3873974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3874006.750000 Penalty: 5119.042969
	Iteration 25Q: 3 clusters Score -3874007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3874019.000000 Penalty: 5119.042969
	Iteration 26Q: 3 clusters Score -3874019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3874045.750000 Penalty: 5119.042969
	Iteration 27Q: 3 clusters Score -3874046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3874063.500000 Penalty: 5119.042969
	Iteration 28Q: 3 clusters Score -3874064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3874072.750000 Penalty: 5119.042969
	Iteration 29Q: 3 clusters Score -3874073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3874084.250000 Penalty: 5119.042969
	Iteration 30Q: 3 clusters Score -3874084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3874101.500000 Penalty: 5119.042969
	Iteration 31Q: 3 clusters Score -3874102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3874141.250000 Penalty: 5119.042969
	Iteration 32Q: 3 clusters Score -3874141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3874202.500000 Penalty: 5119.042969
	Iteration 33Q: 3 clusters Score -3874202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3874264.000000 Penalty: 5119.042969
	Iteration 34Q: 3 clusters Score -3874264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3874313.750000 Penalty: 5119.042969
	Iteration 35Q: 3 clusters Score -3874314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3874343.500000 Penalty: 5119.042969
	Iteration 36Q: 3 clusters Score -3874344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3874349.750000 Penalty: 5119.042969
	Iteration 37Q: 3 clusters Score -3874350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3874369.750000 Penalty: 5119.042969
	Iteration 38Q: 3 clusters Score -3874370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3874379.250000 Penalty: 5119.042969
	Iteration 39Q: 3 clusters Score -3874379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3874370.750000 Penalty: 5119.042969
	Iteration 40F: 3 clusters Score -3874371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3874380.000000 Penalty: 5119.042969
	Iteration 41Q: 3 clusters Score -3874380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3874376.250000 Penalty: 5119.042969
	Iteration 42Q: 3 clusters Score -3874376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3874373.750000 Penalty: 5119.042969
	Iteration 43Q: 3 clusters Score -3874374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3874375.500000 Penalty: 5119.042969
	Iteration 44Q: 3 clusters Score -3874376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3874377.750000 Penalty: 5119.042969
	Iteration 45Q: 3 clusters Score -3874378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3874377.000000 Penalty: 5119.042969
	Iteration 46Q: 3 clusters Score -3874377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3874375.000000 Penalty: 5119.042969
	Iteration 47Q: 3 clusters Score -3874375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3874376.500000 Penalty: 5119.042969
	Iteration 48Q: 3 clusters Score -3874376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3874376.500000 Penalty: 5119.042969
	Iteration 49F: 3 clusters Score -3874376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Entering Unmasked Estep 
Score: -6920240.500000 Penalty: 2710.612061
	Iteration 0F: 2 clusters Score -6920240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -6883081.000000 Penalty: 5421.224121
	Iteration 0F: 3 clusters Score -6883081 nChanged 25648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -6897231.500000 Penalty: 5421.224121
	Iteration 1F: 3 clusters Score -6897232 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6898205.500000 Penalty: 5421.224121
	Iteration 2Q: 3 clusters Score -6898206 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -6899899.000000 Penalty: 5421.224121
	Iteration 3F: 3 clusters Score -6899899 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -6902916.000000 Penalty: 5421.224121
	Iteration 4F: 3 clusters Score -6902916 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6907681.500000 Penalty: 5421.224121
	Iteration 5F: 3 clusters Score -6907682 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6912843.000000 Penalty: 5421.224121
	Iteration 6F: 3 clusters Score -6912843 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6916529.000000 Penalty: 5421.224121
	Iteration 7F: 3 clusters Score -6916529 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6918393.000000 Penalty: 5421.224121
	Iteration 8Q: 3 clusters Score -6918393 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6919209.000000 Penalty: 5421.224121
	Iteration 9Q: 3 clusters Score -6919209 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6919641.500000 Penalty: 5421.224121
	Iteration 10Q: 3 clusters Score -6919642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6919831.000000 Penalty: 5421.224121
	Iteration 11Q: 3 clusters Score -6919831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6919925.000000 Penalty: 5421.224121
	Iteration 12Q: 3 clusters Score -6919925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -6919994.500000 Penalty: 5421.224121
	Iteration 13Q: 3 clusters Score -6919994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -6920019.500000 Penalty: 5421.224121
	Iteration 14Q: 3 clusters Score -6920020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -6920037.500000 Penalty: 5421.224121
	Iteration 15Q: 3 clusters Score -6920038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -6920045.500000 Penalty: 5421.224121
	Iteration 16Q: 3 clusters Score -6920046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -6920052.000000 Penalty: 5421.224121
	Iteration 17Q: 3 clusters Score -6920052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -6920053.500000 Penalty: 5421.224121
	Iteration 18Q: 3 clusters Score -6920054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6920054.000000 Penalty: 5421.224121
	Iteration 19Q: 3 clusters Score -6920054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6920065.000000 Penalty: 5421.224121
	Iteration 20F: 3 clusters Score -6920065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6920069.500000 Penalty: 5421.224121
	Iteration 21Q: 3 clusters Score -6920070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -6920065.500000 Penalty: 5421.224121
	Iteration 22Q: 3 clusters Score -6920066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -6920064.500000 Penalty: 5421.224121
	Iteration 23Q: 3 clusters Score -6920064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -6920075.500000 Penalty: 5421.224121
	Iteration 24Q: 3 clusters Score -6920076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -6920066.500000 Penalty: 5421.224121
	Iteration 25Q: 3 clusters Score -6920066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6920073.500000 Penalty: 5421.224121
	Iteration 26Q: 3 clusters Score -6920074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6920075.000000 Penalty: 5421.224121
	Iteration 27Q: 3 clusters Score -6920075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -6920076.000000 Penalty: 5421.224121
	Iteration 28Q: 3 clusters Score -6920076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -6920068.500000 Penalty: 5421.224121
	Iteration 29Q: 3 clusters Score -6920068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -6920067.500000 Penalty: 5421.224121
	Iteration 30Q: 3 clusters Score -6920068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6920071.500000 Penalty: 5421.224121
	Iteration 31Q: 3 clusters Score -6920072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6920071.500000 Penalty: 5421.224121
	Iteration 32F: 3 clusters Score -6920072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Entering Unmasked Estep 
Score: -23423018.000000 Penalty: 3004.109131
	Iteration 0F: 2 clusters Score -2.342302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -23303048.000000 Penalty: 6008.218262
	Iteration 0F: 3 clusters Score -2.330305e+07 nChanged 87704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -23354986.000000 Penalty: 6008.218262
	Iteration 1F: 3 clusters Score -2.335499e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -23355994.000000 Penalty: 6008.218262
	Iteration 2Q: 3 clusters Score -2.335599e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -23357278.000000 Penalty: 6008.218262
	Iteration 3Q: 3 clusters Score -2.335728e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -23358820.000000 Penalty: 6008.218262
	Iteration 4Q: 3 clusters Score -2.335882e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -23360608.000000 Penalty: 6008.218262
	Iteration 5Q: 3 clusters Score -2.336061e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -23362890.000000 Penalty: 6008.218262
	Iteration 6Q: 3 clusters Score -2.336289e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -23366200.000000 Penalty: 6008.218262
	Iteration 7Q: 3 clusters Score -2.33662e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -23370942.000000 Penalty: 6008.218262
	Iteration 8Q: 3 clusters Score -2.337094e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -23376934.000000 Penalty: 6008.218262
	Iteration 9F: 3 clusters Score -2.337693e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -23383942.000000 Penalty: 6008.218262
	Iteration 10F: 3 clusters Score -2.338394e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -23390234.000000 Penalty: 6008.218262
	Iteration 11F: 3 clusters Score -2.339023e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -23394758.000000 Penalty: 6008.218262
	Iteration 12Q: 3 clusters Score -2.339476e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -23397022.000000 Penalty: 6008.218262
	Iteration 13Q: 3 clusters Score -2.339702e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -23398542.000000 Penalty: 6008.218262
	Iteration 14Q: 3 clusters Score -2.339854e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -23399620.000000 Penalty: 6008.218262
	Iteration 15Q: 3 clusters Score -2.339962e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -23400634.000000 Penalty: 6008.218262
	Iteration 16Q: 3 clusters Score -2.340063e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -23401656.000000 Penalty: 6008.218262
	Iteration 17Q: 3 clusters Score -2.340166e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130829 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -23402596.000000 Penalty: 6008.218262
	Iteration 18Q: 3 clusters Score -2.34026e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133632 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -23403422.000000 Penalty: 6008.218262
	Iteration 19Q: 3 clusters Score -2.340342e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136431 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -23404334.000000 Penalty: 6008.218262
	Iteration 20F: 3 clusters Score -2.340433e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139288 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -23405382.000000 Penalty: 6008.218262
	Iteration 21Q: 3 clusters Score -2.340538e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -23406372.000000 Penalty: 6008.218262
	Iteration 22Q: 3 clusters Score -2.340637e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -23407314.000000 Penalty: 6008.218262
	Iteration 23Q: 3 clusters Score -2.340731e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -23408358.000000 Penalty: 6008.218262
	Iteration 24Q: 3 clusters Score -2.340836e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -23409552.000000 Penalty: 6008.218262
	Iteration 25Q: 3 clusters Score -2.340955e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -23410622.000000 Penalty: 6008.218262
	Iteration 26Q: 3 clusters Score -2.341062e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -23411872.000000 Penalty: 6008.218262
	Iteration 27Q: 3 clusters Score -2.341187e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -23412858.000000 Penalty: 6008.218262
	Iteration 28Q: 3 clusters Score -2.341286e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162755 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -23413830.000000 Penalty: 6008.218262
	Iteration 29Q: 3 clusters Score -2.341383e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165182 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -23414738.000000 Penalty: 6008.218262
	Iteration 30Q: 3 clusters Score -2.341474e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -23415566.000000 Penalty: 6008.218262
	Iteration 31Q: 3 clusters Score -2.341557e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -23416314.000000 Penalty: 6008.218262
	Iteration 32Q: 3 clusters Score -2.341631e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -23417088.000000 Penalty: 6008.218262
	Iteration 33Q: 3 clusters Score -2.341709e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -23417736.000000 Penalty: 6008.218262
	Iteration 34Q: 3 clusters Score -2.341774e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174411 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -23418278.000000 Penalty: 6008.218262
	Iteration 35Q: 3 clusters Score -2.341828e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -23418726.000000 Penalty: 6008.218262
	Iteration 36Q: 3 clusters Score -2.341873e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -23419100.000000 Penalty: 6008.218262
	Iteration 37Q: 3 clusters Score -2.34191e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -23419304.000000 Penalty: 6008.218262
	Iteration 38Q: 3 clusters Score -2.34193e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -23419504.000000 Penalty: 6008.218262
	Iteration 39Q: 3 clusters Score -2.34195e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178933 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -23419702.000000 Penalty: 6008.218262
	Iteration 40F: 3 clusters Score -2.34197e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179397 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -23419864.000000 Penalty: 6008.218262
	Iteration 41Q: 3 clusters Score -2.341986e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179756 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23420008.000000 Penalty: 6008.218262
	Iteration 42Q: 3 clusters Score -2.342001e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -23420144.000000 Penalty: 6008.218262
	Iteration 43Q: 3 clusters Score -2.342014e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -23420240.000000 Penalty: 6008.218262
	Iteration 44Q: 3 clusters Score -2.342024e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23420270.000000 Penalty: 6008.218262
	Iteration 45Q: 3 clusters Score -2.342027e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180561 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23420296.000000 Penalty: 6008.218262
	Iteration 46Q: 3 clusters Score -2.34203e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23420342.000000 Penalty: 6008.218262
	Iteration 47Q: 3 clusters Score -2.342034e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180737 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23420380.000000 Penalty: 6008.218262
	Iteration 48Q: 3 clusters Score -2.342038e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180807 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23420424.000000 Penalty: 6008.218262
	Iteration 49Q: 3 clusters Score -2.342042e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180874 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23420430.000000 Penalty: 6008.218262
	Iteration 50Q: 3 clusters Score -2.342043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23420454.000000 Penalty: 6008.218262
	Iteration 51Q: 3 clusters Score -2.342045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180957 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23420440.000000 Penalty: 6008.218262
	Iteration 52Q: 3 clusters Score -2.342044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180994 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23420474.000000 Penalty: 6008.218262
	Iteration 53Q: 3 clusters Score -2.342047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23420522.000000 Penalty: 6008.218262
	Iteration 54Q: 3 clusters Score -2.342052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181053 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23420536.000000 Penalty: 6008.218262
	Iteration 55Q: 3 clusters Score -2.342054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23420542.000000 Penalty: 6008.218262
	Iteration 56Q: 3 clusters Score -2.342054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23420542.000000 Penalty: 6008.218262
	Iteration 57Q: 3 clusters Score -2.342054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23420564.000000 Penalty: 6008.218262
	Iteration 58Q: 3 clusters Score -2.342056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23420584.000000 Penalty: 6008.218262
	Iteration 59Q: 3 clusters Score -2.342058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181151 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -23420568.000000 Penalty: 6008.218262
	Iteration 60F: 3 clusters Score -2.342057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23420576.000000 Penalty: 6008.218262
	Iteration 61Q: 3 clusters Score -2.342058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23420574.000000 Penalty: 6008.218262
	Iteration 62Q: 3 clusters Score -2.342057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181167 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23420574.000000 Penalty: 6008.218262
	Iteration 63Q: 3 clusters Score -2.342057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -23420552.000000 Penalty: 6008.218262
	Iteration 64Q: 3 clusters Score -2.342055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23420564.000000 Penalty: 6008.218262
	Iteration 65Q: 3 clusters Score -2.342056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23420566.000000 Penalty: 6008.218262
	Iteration 66Q: 3 clusters Score -2.342057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181182 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23420558.000000 Penalty: 6008.218262
	Iteration 67Q: 3 clusters Score -2.342056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23420552.000000 Penalty: 6008.218262
	Iteration 68Q: 3 clusters Score -2.342055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23420548.000000 Penalty: 6008.218262
	Iteration 69Q: 3 clusters Score -2.342055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -23420560.000000 Penalty: 6008.218262
	Iteration 70Q: 3 clusters Score -2.342056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181196 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23420566.000000 Penalty: 6008.218262
	Iteration 71Q: 3 clusters Score -2.342057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181199 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23420554.000000 Penalty: 6008.218262
	Iteration 72Q: 3 clusters Score -2.342055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23420544.000000 Penalty: 6008.218262
	Iteration 73Q: 3 clusters Score -2.342054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23420566.000000 Penalty: 6008.218262
	Iteration 74Q: 3 clusters Score -2.342057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23420576.000000 Penalty: 6008.218262
	Iteration 75Q: 3 clusters Score -2.342058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23420582.000000 Penalty: 6008.218262
	Iteration 76Q: 3 clusters Score -2.342058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181243 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23420566.000000 Penalty: 6008.218262
	Iteration 77Q: 3 clusters Score -2.342057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -23420578.000000 Penalty: 6008.218262
	Iteration 78Q: 3 clusters Score -2.342058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -23420566.000000 Penalty: 6008.218262
	Iteration 79Q: 3 clusters Score -2.342057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181249 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -23420584.000000 Penalty: 6008.218262
	Iteration 80F: 3 clusters Score -2.342058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -23420572.000000 Penalty: 6008.218262
	Iteration 81Q: 3 clusters Score -2.342057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23420578.000000 Penalty: 6008.218262
	Iteration 82Q: 3 clusters Score -2.342058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23420578.000000 Penalty: 6008.218262
	Iteration 83F: 3 clusters Score -2.342058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -35694.707031 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -35694.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34320.742188 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -34320.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34531.878906 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -34531.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34646.015625 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -34646.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34687.507812 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -34687.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34702.101562 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -34702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34715.480469 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -34715.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34772.640625 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34772.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34794.289062 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34794.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34815.109375 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34815.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34816.433594 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34816.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34816.433594 Penalty: 2926.349121
	Iteration 10F: 3 clusters Score -34816.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (146618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146618 members 
Entering Unmasked Estep 
Score: -19003182.000000 Penalty: 2950.105225
	Iteration 0F: 2 clusters Score -1.900318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -18905824.000000 Penalty: 5900.210449
	Iteration 0F: 3 clusters Score -1.890582e+07 nChanged 70075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -18946236.000000 Penalty: 5900.210449
	Iteration 1F: 3 clusters Score -1.894624e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -18946984.000000 Penalty: 5900.210449
	Iteration 2Q: 3 clusters Score -1.894698e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -18947676.000000 Penalty: 5900.210449
	Iteration 3Q: 3 clusters Score -1.894768e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -18948554.000000 Penalty: 5900.210449
	Iteration 4Q: 3 clusters Score -1.894855e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -18949734.000000 Penalty: 5900.210449
	Iteration 5Q: 3 clusters Score -1.894973e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -18951250.000000 Penalty: 5900.210449
	Iteration 6Q: 3 clusters Score -1.895125e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -18953412.000000 Penalty: 5900.210449
	Iteration 7Q: 3 clusters Score -1.895341e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -18957020.000000 Penalty: 5900.210449
	Iteration 8Q: 3 clusters Score -1.895702e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -18962892.000000 Penalty: 5900.210449
	Iteration 9F: 3 clusters Score -1.896289e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -18971446.000000 Penalty: 5900.210449
	Iteration 10F: 3 clusters Score -1.897145e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -18981308.000000 Penalty: 5900.210449
	Iteration 11F: 3 clusters Score -1.898131e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -18987906.000000 Penalty: 5900.210449
	Iteration 12F: 3 clusters Score -1.898791e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -18990550.000000 Penalty: 5900.210449
	Iteration 13Q: 3 clusters Score -1.899055e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -18991848.000000 Penalty: 5900.210449
	Iteration 14Q: 3 clusters Score -1.899185e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -18992804.000000 Penalty: 5900.210449
	Iteration 15Q: 3 clusters Score -1.89928e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -18993444.000000 Penalty: 5900.210449
	Iteration 16Q: 3 clusters Score -1.899344e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -18994104.000000 Penalty: 5900.210449
	Iteration 17Q: 3 clusters Score -1.89941e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -18994698.000000 Penalty: 5900.210449
	Iteration 18Q: 3 clusters Score -1.89947e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120491 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -18995134.000000 Penalty: 5900.210449
	Iteration 19Q: 3 clusters Score -1.899513e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122038 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -18995532.000000 Penalty: 5900.210449
	Iteration 20F: 3 clusters Score -1.899553e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123565 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -18995896.000000 Penalty: 5900.210449
	Iteration 21Q: 3 clusters Score -1.89959e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124995 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -18996162.000000 Penalty: 5900.210449
	Iteration 22Q: 3 clusters Score -1.899616e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -18996582.000000 Penalty: 5900.210449
	Iteration 23Q: 3 clusters Score -1.899658e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -18997014.000000 Penalty: 5900.210449
	Iteration 24Q: 3 clusters Score -1.899701e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -18997318.000000 Penalty: 5900.210449
	Iteration 25Q: 3 clusters Score -1.899732e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -18997666.000000 Penalty: 5900.210449
	Iteration 26Q: 3 clusters Score -1.899767e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -18998000.000000 Penalty: 5900.210449
	Iteration 27Q: 3 clusters Score -1.8998e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -18998320.000000 Penalty: 5900.210449
	Iteration 28Q: 3 clusters Score -1.899832e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134012 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -18998658.000000 Penalty: 5900.210449
	Iteration 29Q: 3 clusters Score -1.899866e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -18998910.000000 Penalty: 5900.210449
	Iteration 30Q: 3 clusters Score -1.899891e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -18999214.000000 Penalty: 5900.210449
	Iteration 31Q: 3 clusters Score -1.899921e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137021 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -18999494.000000 Penalty: 5900.210449
	Iteration 32Q: 3 clusters Score -1.899949e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -18999716.000000 Penalty: 5900.210449
	Iteration 33Q: 3 clusters Score -1.899972e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -18999896.000000 Penalty: 5900.210449
	Iteration 34Q: 3 clusters Score -1.89999e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -19000080.000000 Penalty: 5900.210449
	Iteration 35Q: 3 clusters Score -1.900008e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -19000272.000000 Penalty: 5900.210449
	Iteration 36Q: 3 clusters Score -1.900027e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140476 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -19000362.000000 Penalty: 5900.210449
	Iteration 37Q: 3 clusters Score -1.900036e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -19000446.000000 Penalty: 5900.210449
	Iteration 38Q: 3 clusters Score -1.900045e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -19000598.000000 Penalty: 5900.210449
	Iteration 39Q: 3 clusters Score -1.90006e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -19000674.000000 Penalty: 5900.210449
	Iteration 40F: 3 clusters Score -1.900067e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -19000742.000000 Penalty: 5900.210449
	Iteration 41Q: 3 clusters Score -1.900074e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -19000800.000000 Penalty: 5900.210449
	Iteration 42Q: 3 clusters Score -1.90008e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -19000876.000000 Penalty: 5900.210449
	Iteration 43Q: 3 clusters Score -1.900088e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -19000906.000000 Penalty: 5900.210449
	Iteration 44Q: 3 clusters Score -1.900091e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -19000920.000000 Penalty: 5900.210449
	Iteration 45Q: 3 clusters Score -1.900092e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19000962.000000 Penalty: 5900.210449
	Iteration 46Q: 3 clusters Score -1.900096e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143477 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -19000992.000000 Penalty: 5900.210449
	Iteration 47Q: 3 clusters Score -1.900099e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -19001042.000000 Penalty: 5900.210449
	Iteration 48Q: 3 clusters Score -1.900104e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143737 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -19001076.000000 Penalty: 5900.210449
	Iteration 49Q: 3 clusters Score -1.900108e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19001116.000000 Penalty: 5900.210449
	Iteration 50Q: 3 clusters Score -1.900112e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19001136.000000 Penalty: 5900.210449
	Iteration 51Q: 3 clusters Score -1.900114e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19001126.000000 Penalty: 5900.210449
	Iteration 52Q: 3 clusters Score -1.900113e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19001128.000000 Penalty: 5900.210449
	Iteration 53Q: 3 clusters Score -1.900113e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19001156.000000 Penalty: 5900.210449
	Iteration 54Q: 3 clusters Score -1.900116e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19001152.000000 Penalty: 5900.210449
	Iteration 55Q: 3 clusters Score -1.900115e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19001142.000000 Penalty: 5900.210449
	Iteration 56Q: 3 clusters Score -1.900114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -19001134.000000 Penalty: 5900.210449
	Iteration 57Q: 3 clusters Score -1.900113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19001130.000000 Penalty: 5900.210449
	Iteration 58Q: 3 clusters Score -1.900113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19001142.000000 Penalty: 5900.210449
	Iteration 59Q: 3 clusters Score -1.900114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19001148.000000 Penalty: 5900.210449
	Iteration 60F: 3 clusters Score -1.900115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19001152.000000 Penalty: 5900.210449
	Iteration 61Q: 3 clusters Score -1.900115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -19001150.000000 Penalty: 5900.210449
	Iteration 62Q: 3 clusters Score -1.900115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -19001170.000000 Penalty: 5900.210449
	Iteration 63Q: 3 clusters Score -1.900117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19001166.000000 Penalty: 5900.210449
	Iteration 64Q: 3 clusters Score -1.900117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -19001168.000000 Penalty: 5900.210449
	Iteration 65Q: 3 clusters Score -1.900117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19001160.000000 Penalty: 5900.210449
	Iteration 66Q: 3 clusters Score -1.900116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144571 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19001152.000000 Penalty: 5900.210449
	Iteration 67Q: 3 clusters Score -1.900115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19001176.000000 Penalty: 5900.210449
	Iteration 68Q: 3 clusters Score -1.900118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -19001178.000000 Penalty: 5900.210449
	Iteration 69Q: 3 clusters Score -1.900118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144594 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19001174.000000 Penalty: 5900.210449
	Iteration 70Q: 3 clusters Score -1.900117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144600 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19001184.000000 Penalty: 5900.210449
	Iteration 71Q: 3 clusters Score -1.900118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -19001180.000000 Penalty: 5900.210449
	Iteration 72Q: 3 clusters Score -1.900118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19001188.000000 Penalty: 5900.210449
	Iteration 73Q: 3 clusters Score -1.900119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19001204.000000 Penalty: 5900.210449
	Iteration 74Q: 3 clusters Score -1.90012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 75Q: 3 clusters Score -1.900121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19001220.000000 Penalty: 5900.210449
	Iteration 76Q: 3 clusters Score -1.900122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -19001218.000000 Penalty: 5900.210449
	Iteration 77Q: 3 clusters Score -1.900122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -19001216.000000 Penalty: 5900.210449
	Iteration 78Q: 3 clusters Score -1.900122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 79Q: 3 clusters Score -1.900121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -19001206.000000 Penalty: 5900.210449
	Iteration 80F: 3 clusters Score -1.900121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19001202.000000 Penalty: 5900.210449
	Iteration 81Q: 3 clusters Score -1.90012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144658 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19001204.000000 Penalty: 5900.210449
	Iteration 82Q: 3 clusters Score -1.90012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144661 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 83Q: 3 clusters Score -1.900121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19001202.000000 Penalty: 5900.210449
	Iteration 84Q: 3 clusters Score -1.90012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19001196.000000 Penalty: 5900.210449
	Iteration 85Q: 3 clusters Score -1.90012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19001196.000000 Penalty: 5900.210449
	Iteration 86Q: 3 clusters Score -1.90012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 87Q: 3 clusters Score -1.900121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -19001214.000000 Penalty: 5900.210449
	Iteration 88Q: 3 clusters Score -1.900121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 89Q: 3 clusters Score -1.900121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19001216.000000 Penalty: 5900.210449
	Iteration 90Q: 3 clusters Score -1.900122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19001220.000000 Penalty: 5900.210449
	Iteration 91Q: 3 clusters Score -1.900122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19001222.000000 Penalty: 5900.210449
	Iteration 92Q: 3 clusters Score -1.900122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19001220.000000 Penalty: 5900.210449
	Iteration 93Q: 3 clusters Score -1.900122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19001212.000000 Penalty: 5900.210449
	Iteration 94Q: 3 clusters Score -1.900121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 95Q: 3 clusters Score -1.900121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19001202.000000 Penalty: 5900.210449
	Iteration 96Q: 3 clusters Score -1.90012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144724 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -19001206.000000 Penalty: 5900.210449
	Iteration 97Q: 3 clusters Score -1.900121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19001208.000000 Penalty: 5900.210449
	Iteration 98Q: 3 clusters Score -1.900121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19001202.000000 Penalty: 5900.210449
	Iteration 99Q: 3 clusters Score -1.90012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144744 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -19001190.000000 Penalty: 5900.210449
	Iteration 100F: 3 clusters Score -1.900119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19001208.000000 Penalty: 5900.210449
	Iteration 101Q: 3 clusters Score -1.900121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19001208.000000 Penalty: 5900.210449
	Iteration 102Q: 3 clusters Score -1.900121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19001214.000000 Penalty: 5900.210449
	Iteration 103Q: 3 clusters Score -1.900121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 104Q: 3 clusters Score -1.900121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19001210.000000 Penalty: 5900.210449
	Iteration 105F: 3 clusters Score -1.900121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (205033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205033 members 
Entering Unmasked Estep 
Score: -26537324.000000 Penalty: 3033.269775
	Iteration 0F: 2 clusters Score -2.653732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -26409216.000000 Penalty: 6066.539551
	Iteration 0F: 3 clusters Score -2.640922e+07 nChanged 98333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -26466240.000000 Penalty: 6066.539551
	Iteration 1F: 3 clusters Score -2.646624e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -26468252.000000 Penalty: 6066.539551
	Iteration 2Q: 3 clusters Score -2.646825e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -26471348.000000 Penalty: 6066.539551
	Iteration 3Q: 3 clusters Score -2.647135e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -26477084.000000 Penalty: 6066.539551
	Iteration 4F: 3 clusters Score -2.647708e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -26487782.000000 Penalty: 6066.539551
	Iteration 5F: 3 clusters Score -2.648778e+07 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -26504026.000000 Penalty: 6066.539551
	Iteration 6F: 3 clusters Score -2.650403e+07 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 184503 members 
Entering Unmasked Estep 
Score: -26520596.000000 Penalty: 6066.539551
	Iteration 7F: 3 clusters Score -2.65206e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 197026 members 
Entering Unmasked Estep 
Score: -26530040.000000 Penalty: 6066.539551
	Iteration 8F: 3 clusters Score -2.653004e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 202543 members 
Entering Unmasked Estep 
Score: -26533460.000000 Penalty: 6066.539551
	Iteration 9Q: 3 clusters Score -2.653346e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -26534344.000000 Penalty: 6066.539551
	Iteration 10Q: 3 clusters Score -2.653434e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -26534670.000000 Penalty: 6066.539551
	Iteration 11Q: 3 clusters Score -2.653467e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 204721 members 
Entering Unmasked Estep 
Score: -26534694.000000 Penalty: 6066.539551
	Iteration 12Q: 3 clusters Score -2.653469e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 204762 members 
Entering Unmasked Estep 
Score: -26534716.000000 Penalty: 6066.539551
	Iteration 13Q: 3 clusters Score -2.653472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204781 members 
Entering Unmasked Estep 
Score: -26534738.000000 Penalty: 6066.539551
	Iteration 14Q: 3 clusters Score -2.653474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 204786 members 
Entering Unmasked Estep 
Score: -26534780.000000 Penalty: 6066.539551
	Iteration 15Q: 3 clusters Score -2.653478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 204786 members 
Entering Unmasked Estep 
Score: -26534772.000000 Penalty: 6066.539551
	Iteration 16Q: 3 clusters Score -2.653477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204784 members 
Entering Unmasked Estep 
Score: -26534782.000000 Penalty: 6066.539551
	Iteration 17Q: 3 clusters Score -2.653478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -26534790.000000 Penalty: 6066.539551
	Iteration 18Q: 3 clusters Score -2.653479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -26534802.000000 Penalty: 6066.539551
	Iteration 19Q: 3 clusters Score -2.65348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204781 members 
Entering Unmasked Estep 
Score: -26534790.000000 Penalty: 6066.539551
	Iteration 20F: 3 clusters Score -2.653479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -690272.375000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -690272.4 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 2717 members 
Entering Unmasked Estep 
Score: -685429.937500 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -685429.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -686604.312500 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -686604.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -686838.562500 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -686838.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -686999.500000 Penalty: 4270.266113
	Iteration 3Q: 3 clusters Score -686999.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -687139.812500 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -687139.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -687263.375000 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -687263.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -687375.812500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -687375.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -687483.937500 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -687483.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -687583.875000 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -687583.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -687686.500000 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -687686.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -687785.312500 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -687785.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -687872.250000 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -687872.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -687940.000000 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -687940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -687997.375000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -687997.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -688052.187500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -688052.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -688103.875000 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -688103.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -688143.312500 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -688143.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -688175.062500 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -688175.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -688203.187500 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -688203.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -688226.750000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -688226.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -688252.250000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -688252.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -688275.562500 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -688275.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -688296.250000 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -688296.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -688322.125000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -688322.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -688338.312500 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -688338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -688355.562500 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -688355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -688368.437500 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -688368.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -688380.375000 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -688380.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -688388.187500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -688388.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -688402.437500 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -688402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -688410.812500 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -688410.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -688417.187500 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -688417.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -688427.312500 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -688427.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -688436.562500 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -688436.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -688444.875000 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -688444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -688453.187500 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -688453.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -688467.625000 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -688467.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -688478.062500 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -688478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -688485.687500 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -688485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -688496.937500 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -688496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -688506.000000 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -688506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -688513.937500 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -688513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -688521.062500 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -688521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -688526.375000 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -688526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -688529.500000 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -688529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -688531.250000 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -688531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -688536.125000 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -688536.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -688543.750000 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -688543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -688548.562500 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -688548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -688549.000000 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -688549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -688551.312500 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -688551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -688556.125000 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -688556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -688558.625000 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -688558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -688564.437500 Penalty: 4270.266113
	Iteration 53Q: 3 clusters Score -688564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -688565.187500 Penalty: 4270.266113
	Iteration 54Q: 3 clusters Score -688565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -688566.437500 Penalty: 4270.266113
	Iteration 55Q: 3 clusters Score -688566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -688569.250000 Penalty: 4270.266113
	Iteration 56Q: 3 clusters Score -688569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -688571.000000 Penalty: 4270.266113
	Iteration 57Q: 3 clusters Score -688571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -688571.312500 Penalty: 4270.266113
	Iteration 58Q: 3 clusters Score -688571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -688572.625000 Penalty: 4270.266113
	Iteration 59Q: 3 clusters Score -688572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -688571.625000 Penalty: 4270.266113
	Iteration 60F: 3 clusters Score -688571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Entering Unmasked Estep 
Score: -3495362.000000 Penalty: 2528.739502
	Iteration 0F: 2 clusters Score -3495362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3476853.000000 Penalty: 5057.479004
	Iteration 0F: 3 clusters Score -3476853 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3483317.750000 Penalty: 5057.479004
	Iteration 1F: 3 clusters Score -3483318 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3483818.500000 Penalty: 5057.479004
	Iteration 2F: 3 clusters Score -3483818 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3484358.750000 Penalty: 5057.479004
	Iteration 3Q: 3 clusters Score -3484359 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3485070.250000 Penalty: 5057.479004
	Iteration 4F: 3 clusters Score -3485070 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3486102.250000 Penalty: 5057.479004
	Iteration 5F: 3 clusters Score -3486102 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3487599.000000 Penalty: 5057.479004
	Iteration 6F: 3 clusters Score -3487599 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3489504.000000 Penalty: 5057.479004
	Iteration 7F: 3 clusters Score -3489504 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3491181.500000 Penalty: 5057.479004
	Iteration 8F: 3 clusters Score -3491182 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3492241.750000 Penalty: 5057.479004
	Iteration 9Q: 3 clusters Score -3492242 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3492768.250000 Penalty: 5057.479004
	Iteration 10Q: 3 clusters Score -3492768 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3493036.750000 Penalty: 5057.479004
	Iteration 11Q: 3 clusters Score -3493037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3493161.250000 Penalty: 5057.479004
	Iteration 12Q: 3 clusters Score -3493161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3493238.250000 Penalty: 5057.479004
	Iteration 13Q: 3 clusters Score -3493238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3493291.000000 Penalty: 5057.479004
	Iteration 14Q: 3 clusters Score -3493291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3493323.750000 Penalty: 5057.479004
	Iteration 15Q: 3 clusters Score -3493324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3493361.500000 Penalty: 5057.479004
	Iteration 16Q: 3 clusters Score -3493362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3493383.000000 Penalty: 5057.479004
	Iteration 17Q: 3 clusters Score -3493383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3493402.750000 Penalty: 5057.479004
	Iteration 18Q: 3 clusters Score -3493403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3493422.250000 Penalty: 5057.479004
	Iteration 19Q: 3 clusters Score -3493422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3493429.000000 Penalty: 5057.479004
	Iteration 20F: 3 clusters Score -3493429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3493431.250000 Penalty: 5057.479004
	Iteration 21Q: 3 clusters Score -3493431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3493436.000000 Penalty: 5057.479004
	Iteration 22Q: 3 clusters Score -3493436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3493436.000000 Penalty: 5057.479004
	Iteration 23Q: 3 clusters Score -3493436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3493432.250000 Penalty: 5057.479004
	Iteration 24Q: 3 clusters Score -3493432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3493435.250000 Penalty: 5057.479004
	Iteration 25Q: 3 clusters Score -3493435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3493441.500000 Penalty: 5057.479004
	Iteration 26Q: 3 clusters Score -3493442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3493443.750000 Penalty: 5057.479004
	Iteration 27Q: 3 clusters Score -3493444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3493448.750000 Penalty: 5057.479004
	Iteration 28Q: 3 clusters Score -3493449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3493454.500000 Penalty: 5057.479004
	Iteration 29Q: 3 clusters Score -3493454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3493455.000000 Penalty: 5057.479004
	Iteration 30Q: 3 clusters Score -3493455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3493455.000000 Penalty: 5057.479004
	Iteration 31F: 3 clusters Score -3493455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -361271.718750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -361271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358074.343750 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -358074.3 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358866.437500 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -358866.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -359076.250000 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -359076.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359182.812500 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -359182.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -359245.281250 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -359245.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -359298.000000 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -359298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -359337.718750 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -359337.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -359371.062500 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -359371.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -359401.906250 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -359401.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -359435.343750 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -359435.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -359479.937500 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -359479.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -359511.312500 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -359511.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -359543.250000 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -359543.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359578.031250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -359578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -359607.281250 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -359607.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -359636.718750 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -359636.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -359675.968750 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -359676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -359733.250000 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -359733.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -359791.437500 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -359791.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -359850.968750 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -359851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -359923.406250 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -359923.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -359988.625000 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -359988.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -360045.062500 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -360045.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360084.687500 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -360084.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -360114.906250 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -360114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -360138.750000 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -360138.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -360155.656250 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -360155.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360174.406250 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -360174.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -360191.218750 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -360191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -360208.656250 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -360208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -360220.218750 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -360220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -360234.625000 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -360234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -360240.281250 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -360240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -360247.218750 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -360247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -360249.625000 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -360249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -360250.375000 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -360250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -360252.187500 Penalty: 3971.984375
	Iteration 36Q: 3 clusters Score -360252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -360255.562500 Penalty: 3971.984375
	Iteration 37Q: 3 clusters Score -360255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -360256.843750 Penalty: 3971.984375
	Iteration 38Q: 3 clusters Score -360256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -360258.375000 Penalty: 3971.984375
	Iteration 39Q: 3 clusters Score -360258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -360259.093750 Penalty: 3971.984375
	Iteration 40F: 3 clusters Score -360259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -360260.625000 Penalty: 3971.984375
	Iteration 41Q: 3 clusters Score -360260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -360260.625000 Penalty: 3971.984375
	Iteration 42F: 3 clusters Score -360260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -109516.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -109516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107670.273438 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -107670.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108277.390625 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -108277.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108642.398438 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -108642.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108827.140625 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -108827.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108947.773438 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -108947.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109034.804688 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -109034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -109113.882812 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -109113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -109168.851562 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -109168.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -109214.828125 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -109214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109247.078125 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -109247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109262.812500 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -109262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -109275.023438 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -109275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109289.726562 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -109289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -109297.648438 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -109297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109313.476562 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -109313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109321.710938 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -109321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -109324.726562 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -109324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -109324.726562 Penalty: 3460.268555
	Iteration 17F: 3 clusters Score -109324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -70830.406250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -70830.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69215.171875 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -69215.17 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69474.375000 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -69474.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69646.859375 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -69646.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69758.343750 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -69758.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69952.398438 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -69952.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70044.820312 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -70044.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70099.390625 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -70099.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70141.617188 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -70141.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70189.929688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -70189.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70223.117188 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -70223.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70252.468750 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -70252.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70261.429688 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -70261.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70273.156250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -70273.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70277.804688 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -70277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70277.804688 Penalty: 3198.649170
	Iteration 14F: 3 clusters Score -70277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Entering Unmasked Estep 
Score: -22081388.000000 Penalty: 2989.242920
	Iteration 0F: 2 clusters Score -2.208139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -21967700.000000 Penalty: 5978.485840
	Iteration 0F: 3 clusters Score -2.19677e+07 nChanged 82280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -22017508.000000 Penalty: 5978.485840
	Iteration 1F: 3 clusters Score -2.201751e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -22020206.000000 Penalty: 5978.485840
	Iteration 2Q: 3 clusters Score -2.202021e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -22024674.000000 Penalty: 5978.485840
	Iteration 3Q: 3 clusters Score -2.202467e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -22031800.000000 Penalty: 5978.485840
	Iteration 4F: 3 clusters Score -2.20318e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -22041112.000000 Penalty: 5978.485840
	Iteration 5F: 3 clusters Score -2.204111e+07 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -22051920.000000 Penalty: 5978.485840
	Iteration 6F: 3 clusters Score -2.205192e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -22060576.000000 Penalty: 5978.485840
	Iteration 7F: 3 clusters Score -2.206058e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -22065114.000000 Penalty: 5978.485840
	Iteration 8Q: 3 clusters Score -2.206511e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -22066976.000000 Penalty: 5978.485840
	Iteration 9Q: 3 clusters Score -2.206698e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -22068186.000000 Penalty: 5978.485840
	Iteration 10Q: 3 clusters Score -2.206819e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -22069410.000000 Penalty: 5978.485840
	Iteration 11Q: 3 clusters Score -2.206941e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -22070340.000000 Penalty: 5978.485840
	Iteration 12Q: 3 clusters Score -2.207034e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -22071158.000000 Penalty: 5978.485840
	Iteration 13Q: 3 clusters Score -2.207116e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -22071880.000000 Penalty: 5978.485840
	Iteration 14Q: 3 clusters Score -2.207188e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -22072532.000000 Penalty: 5978.485840
	Iteration 15Q: 3 clusters Score -2.207253e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -22072886.000000 Penalty: 5978.485840
	Iteration 16Q: 3 clusters Score -2.207289e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -22073178.000000 Penalty: 5978.485840
	Iteration 17Q: 3 clusters Score -2.207318e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -22073478.000000 Penalty: 5978.485840
	Iteration 18Q: 3 clusters Score -2.207348e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -22073714.000000 Penalty: 5978.485840
	Iteration 19Q: 3 clusters Score -2.207371e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -22073932.000000 Penalty: 5978.485840
	Iteration 20F: 3 clusters Score -2.207393e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -22074150.000000 Penalty: 5978.485840
	Iteration 21Q: 3 clusters Score -2.207415e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -22074336.000000 Penalty: 5978.485840
	Iteration 22Q: 3 clusters Score -2.207434e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -22074452.000000 Penalty: 5978.485840
	Iteration 23Q: 3 clusters Score -2.207445e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -22074678.000000 Penalty: 5978.485840
	Iteration 24Q: 3 clusters Score -2.207468e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -22074718.000000 Penalty: 5978.485840
	Iteration 25Q: 3 clusters Score -2.207472e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -22074826.000000 Penalty: 5978.485840
	Iteration 26Q: 3 clusters Score -2.207483e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -22075040.000000 Penalty: 5978.485840
	Iteration 27Q: 3 clusters Score -2.207504e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -22075186.000000 Penalty: 5978.485840
	Iteration 28Q: 3 clusters Score -2.207519e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -22075378.000000 Penalty: 5978.485840
	Iteration 29Q: 3 clusters Score -2.207538e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -22075592.000000 Penalty: 5978.485840
	Iteration 30Q: 3 clusters Score -2.207559e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121397 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -22075896.000000 Penalty: 5978.485840
	Iteration 31Q: 3 clusters Score -2.20759e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -22076064.000000 Penalty: 5978.485840
	Iteration 32Q: 3 clusters Score -2.207606e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -22076250.000000 Penalty: 5978.485840
	Iteration 33Q: 3 clusters Score -2.207625e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -22076454.000000 Penalty: 5978.485840
	Iteration 34Q: 3 clusters Score -2.207645e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -22076680.000000 Penalty: 5978.485840
	Iteration 35Q: 3 clusters Score -2.207668e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -22076802.000000 Penalty: 5978.485840
	Iteration 36Q: 3 clusters Score -2.20768e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -22076944.000000 Penalty: 5978.485840
	Iteration 37Q: 3 clusters Score -2.207694e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -22077084.000000 Penalty: 5978.485840
	Iteration 38Q: 3 clusters Score -2.207708e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -22077122.000000 Penalty: 5978.485840
	Iteration 39Q: 3 clusters Score -2.207712e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -22077240.000000 Penalty: 5978.485840
	Iteration 40F: 3 clusters Score -2.207724e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -22077352.000000 Penalty: 5978.485840
	Iteration 41Q: 3 clusters Score -2.207735e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -22077406.000000 Penalty: 5978.485840
	Iteration 42Q: 3 clusters Score -2.207741e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132825 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -22077516.000000 Penalty: 5978.485840
	Iteration 43Q: 3 clusters Score -2.207752e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -22077630.000000 Penalty: 5978.485840
	Iteration 44Q: 3 clusters Score -2.207763e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134495 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -22077698.000000 Penalty: 5978.485840
	Iteration 45Q: 3 clusters Score -2.20777e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -22077840.000000 Penalty: 5978.485840
	Iteration 46Q: 3 clusters Score -2.207784e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -22077966.000000 Penalty: 5978.485840
	Iteration 47Q: 3 clusters Score -2.207797e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -22078020.000000 Penalty: 5978.485840
	Iteration 48Q: 3 clusters Score -2.207802e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137515 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -22078110.000000 Penalty: 5978.485840
	Iteration 49Q: 3 clusters Score -2.207811e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138118 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -22078258.000000 Penalty: 5978.485840
	Iteration 50Q: 3 clusters Score -2.207826e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -22078316.000000 Penalty: 5978.485840
	Iteration 51Q: 3 clusters Score -2.207832e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -22078372.000000 Penalty: 5978.485840
	Iteration 52Q: 3 clusters Score -2.207837e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -22078504.000000 Penalty: 5978.485840
	Iteration 53Q: 3 clusters Score -2.20785e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -22078544.000000 Penalty: 5978.485840
	Iteration 54Q: 3 clusters Score -2.207854e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -22078680.000000 Penalty: 5978.485840
	Iteration 55Q: 3 clusters Score -2.207868e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -22078792.000000 Penalty: 5978.485840
	Iteration 56Q: 3 clusters Score -2.207879e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -22078866.000000 Penalty: 5978.485840
	Iteration 57Q: 3 clusters Score -2.207887e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -22078882.000000 Penalty: 5978.485840
	Iteration 58Q: 3 clusters Score -2.207888e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -22078968.000000 Penalty: 5978.485840
	Iteration 59Q: 3 clusters Score -2.207897e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143934 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -22079048.000000 Penalty: 5978.485840
	Iteration 60F: 3 clusters Score -2.207905e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144441 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -22079050.000000 Penalty: 5978.485840
	Iteration 61Q: 3 clusters Score -2.207905e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -22079044.000000 Penalty: 5978.485840
	Iteration 62Q: 3 clusters Score -2.207904e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -22079076.000000 Penalty: 5978.485840
	Iteration 63Q: 3 clusters Score -2.207908e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -22079124.000000 Penalty: 5978.485840
	Iteration 64Q: 3 clusters Score -2.207912e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -22079190.000000 Penalty: 5978.485840
	Iteration 65Q: 3 clusters Score -2.207919e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -22079282.000000 Penalty: 5978.485840
	Iteration 66Q: 3 clusters Score -2.207928e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -22079408.000000 Penalty: 5978.485840
	Iteration 67Q: 3 clusters Score -2.207941e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -22079470.000000 Penalty: 5978.485840
	Iteration 68Q: 3 clusters Score -2.207947e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -22079498.000000 Penalty: 5978.485840
	Iteration 69Q: 3 clusters Score -2.20795e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -22079496.000000 Penalty: 5978.485840
	Iteration 70Q: 3 clusters Score -2.20795e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148651 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -22079530.000000 Penalty: 5978.485840
	Iteration 71Q: 3 clusters Score -2.207953e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -22079520.000000 Penalty: 5978.485840
	Iteration 72Q: 3 clusters Score -2.207952e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -22079582.000000 Penalty: 5978.485840
	Iteration 73Q: 3 clusters Score -2.207958e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -22079552.000000 Penalty: 5978.485840
	Iteration 74Q: 3 clusters Score -2.207955e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -22079606.000000 Penalty: 5978.485840
	Iteration 75Q: 3 clusters Score -2.207961e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -22079630.000000 Penalty: 5978.485840
	Iteration 76Q: 3 clusters Score -2.207963e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -22079658.000000 Penalty: 5978.485840
	Iteration 77Q: 3 clusters Score -2.207966e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -22079668.000000 Penalty: 5978.485840
	Iteration 78Q: 3 clusters Score -2.207967e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -22079764.000000 Penalty: 5978.485840
	Iteration 79Q: 3 clusters Score -2.207976e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -22079784.000000 Penalty: 5978.485840
	Iteration 80F: 3 clusters Score -2.207978e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151871 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -22079770.000000 Penalty: 5978.485840
	Iteration 81Q: 3 clusters Score -2.207977e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -22079834.000000 Penalty: 5978.485840
	Iteration 82Q: 3 clusters Score -2.207983e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -22079872.000000 Penalty: 5978.485840
	Iteration 83Q: 3 clusters Score -2.207987e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -22079880.000000 Penalty: 5978.485840
	Iteration 84Q: 3 clusters Score -2.207988e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -22079910.000000 Penalty: 5978.485840
	Iteration 85Q: 3 clusters Score -2.207991e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -22079952.000000 Penalty: 5978.485840
	Iteration 86Q: 3 clusters Score -2.207995e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -22079912.000000 Penalty: 5978.485840
	Iteration 87Q: 3 clusters Score -2.207991e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -22079936.000000 Penalty: 5978.485840
	Iteration 88Q: 3 clusters Score -2.207994e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154134 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -22080020.000000 Penalty: 5978.485840
	Iteration 89Q: 3 clusters Score -2.208002e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -22080076.000000 Penalty: 5978.485840
	Iteration 90Q: 3 clusters Score -2.208008e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -22080162.000000 Penalty: 5978.485840
	Iteration 91Q: 3 clusters Score -2.208016e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -22080188.000000 Penalty: 5978.485840
	Iteration 92Q: 3 clusters Score -2.208019e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -22080158.000000 Penalty: 5978.485840
	Iteration 93Q: 3 clusters Score -2.208016e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -22080128.000000 Penalty: 5978.485840
	Iteration 94Q: 3 clusters Score -2.208013e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -22080134.000000 Penalty: 5978.485840
	Iteration 95Q: 3 clusters Score -2.208013e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -22080120.000000 Penalty: 5978.485840
	Iteration 96Q: 3 clusters Score -2.208012e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -22080116.000000 Penalty: 5978.485840
	Iteration 97Q: 3 clusters Score -2.208012e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -22080150.000000 Penalty: 5978.485840
	Iteration 98Q: 3 clusters Score -2.208015e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -22080134.000000 Penalty: 5978.485840
	Iteration 99Q: 3 clusters Score -2.208013e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -22080190.000000 Penalty: 5978.485840
	Iteration 100F: 3 clusters Score -2.208019e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -22080242.000000 Penalty: 5978.485840
	Iteration 101Q: 3 clusters Score -2.208024e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -22080288.000000 Penalty: 5978.485840
	Iteration 102Q: 3 clusters Score -2.208029e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -22080300.000000 Penalty: 5978.485840
	Iteration 103Q: 3 clusters Score -2.20803e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -22080250.000000 Penalty: 5978.485840
	Iteration 104Q: 3 clusters Score -2.208025e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -22080204.000000 Penalty: 5978.485840
	Iteration 105Q: 3 clusters Score -2.20802e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -22080208.000000 Penalty: 5978.485840
	Iteration 106Q: 3 clusters Score -2.208021e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -22080176.000000 Penalty: 5978.485840
	Iteration 107Q: 3 clusters Score -2.208018e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -22080174.000000 Penalty: 5978.485840
	Iteration 108Q: 3 clusters Score -2.208017e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -22080230.000000 Penalty: 5978.485840
	Iteration 109Q: 3 clusters Score -2.208023e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -22080258.000000 Penalty: 5978.485840
	Iteration 110Q: 3 clusters Score -2.208026e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159806 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -22080196.000000 Penalty: 5978.485840
	Iteration 111Q: 3 clusters Score -2.20802e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -22080130.000000 Penalty: 5978.485840
	Iteration 112Q: 3 clusters Score -2.208013e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -22080104.000000 Penalty: 5978.485840
	Iteration 113Q: 3 clusters Score -2.20801e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -22080070.000000 Penalty: 5978.485840
	Iteration 114Q: 3 clusters Score -2.208007e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160714 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -22080100.000000 Penalty: 5978.485840
	Iteration 115Q: 3 clusters Score -2.20801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -22080042.000000 Penalty: 5978.485840
	Iteration 116Q: 3 clusters Score -2.208004e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -22079994.000000 Penalty: 5978.485840
	Iteration 117Q: 3 clusters Score -2.207999e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -22079996.000000 Penalty: 5978.485840
	Iteration 118Q: 3 clusters Score -2.208e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -22080022.000000 Penalty: 5978.485840
	Iteration 119Q: 3 clusters Score -2.208002e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -22080078.000000 Penalty: 5978.485840
	Iteration 120F: 3 clusters Score -2.208008e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -22080108.000000 Penalty: 5978.485840
	Iteration 121Q: 3 clusters Score -2.208011e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -22080100.000000 Penalty: 5978.485840
	Iteration 122Q: 3 clusters Score -2.20801e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -22080130.000000 Penalty: 5978.485840
	Iteration 123Q: 3 clusters Score -2.208013e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162334 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -22080114.000000 Penalty: 5978.485840
	Iteration 124Q: 3 clusters Score -2.208011e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -22080072.000000 Penalty: 5978.485840
	Iteration 125Q: 3 clusters Score -2.208007e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162641 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -22080094.000000 Penalty: 5978.485840
	Iteration 126Q: 3 clusters Score -2.208009e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -22080080.000000 Penalty: 5978.485840
	Iteration 127Q: 3 clusters Score -2.208008e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -22080122.000000 Penalty: 5978.485840
	Iteration 128Q: 3 clusters Score -2.208012e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -22080108.000000 Penalty: 5978.485840
	Iteration 129Q: 3 clusters Score -2.208011e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163262 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -22080144.000000 Penalty: 5978.485840
	Iteration 130Q: 3 clusters Score -2.208014e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -22080156.000000 Penalty: 5978.485840
	Iteration 131Q: 3 clusters Score -2.208016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -22080080.000000 Penalty: 5978.485840
	Iteration 132Q: 3 clusters Score -2.208008e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -22080110.000000 Penalty: 5978.485840
	Iteration 133Q: 3 clusters Score -2.208011e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -22080046.000000 Penalty: 5978.485840
	Iteration 134Q: 3 clusters Score -2.208005e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -22080010.000000 Penalty: 5978.485840
	Iteration 135Q: 3 clusters Score -2.208001e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -22080010.000000 Penalty: 5978.485840
	Iteration 136Q: 3 clusters Score -2.208001e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -22079994.000000 Penalty: 5978.485840
	Iteration 137Q: 3 clusters Score -2.207999e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -22079970.000000 Penalty: 5978.485840
	Iteration 138Q: 3 clusters Score -2.207997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -22079990.000000 Penalty: 5978.485840
	Iteration 139Q: 3 clusters Score -2.207999e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164426 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -22079980.000000 Penalty: 5978.485840
	Iteration 140F: 3 clusters Score -2.207998e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -22079966.000000 Penalty: 5978.485840
	Iteration 141Q: 3 clusters Score -2.207997e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164604 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -22079974.000000 Penalty: 5978.485840
	Iteration 142Q: 3 clusters Score -2.207997e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -22079974.000000 Penalty: 5978.485840
	Iteration 143Q: 3 clusters Score -2.207997e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -22079950.000000 Penalty: 5978.485840
	Iteration 144Q: 3 clusters Score -2.207995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -22079926.000000 Penalty: 5978.485840
	Iteration 145Q: 3 clusters Score -2.207993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -22079912.000000 Penalty: 5978.485840
	Iteration 146Q: 3 clusters Score -2.207991e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -22079912.000000 Penalty: 5978.485840
	Iteration 147Q: 3 clusters Score -2.207991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -22079936.000000 Penalty: 5978.485840
	Iteration 148Q: 3 clusters Score -2.207994e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -22079898.000000 Penalty: 5978.485840
	Iteration 149Q: 3 clusters Score -2.20799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -22079900.000000 Penalty: 5978.485840
	Iteration 150Q: 3 clusters Score -2.20799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -22079882.000000 Penalty: 5978.485840
	Iteration 151Q: 3 clusters Score -2.207988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -22079878.000000 Penalty: 5978.485840
	Iteration 152Q: 3 clusters Score -2.207988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -22079888.000000 Penalty: 5978.485840
	Iteration 153Q: 3 clusters Score -2.207989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -22079860.000000 Penalty: 5978.485840
	Iteration 154Q: 3 clusters Score -2.207986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -22079844.000000 Penalty: 5978.485840
	Iteration 155Q: 3 clusters Score -2.207984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -22079818.000000 Penalty: 5978.485840
	Iteration 156Q: 3 clusters Score -2.207982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -22079840.000000 Penalty: 5978.485840
	Iteration 157Q: 3 clusters Score -2.207984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -22079816.000000 Penalty: 5978.485840
	Iteration 158Q: 3 clusters Score -2.207982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -22079804.000000 Penalty: 5978.485840
	Iteration 159Q: 3 clusters Score -2.20798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -22079780.000000 Penalty: 5978.485840
	Iteration 160F: 3 clusters Score -2.207978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -22079770.000000 Penalty: 5978.485840
	Iteration 161Q: 3 clusters Score -2.207977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -22079794.000000 Penalty: 5978.485840
	Iteration 162Q: 3 clusters Score -2.207979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -22079778.000000 Penalty: 5978.485840
	Iteration 163Q: 3 clusters Score -2.207978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22079768.000000 Penalty: 5978.485840
	Iteration 164Q: 3 clusters Score -2.207977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -22079744.000000 Penalty: 5978.485840
	Iteration 165Q: 3 clusters Score -2.207974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165700 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -22079750.000000 Penalty: 5978.485840
	Iteration 166Q: 3 clusters Score -2.207975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -22079750.000000 Penalty: 5978.485840
	Iteration 167Q: 3 clusters Score -2.207975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -22079730.000000 Penalty: 5978.485840
	Iteration 168Q: 3 clusters Score -2.207973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -22079698.000000 Penalty: 5978.485840
	Iteration 169Q: 3 clusters Score -2.20797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -22079714.000000 Penalty: 5978.485840
	Iteration 170Q: 3 clusters Score -2.207971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -22079698.000000 Penalty: 5978.485840
	Iteration 171Q: 3 clusters Score -2.20797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -22079716.000000 Penalty: 5978.485840
	Iteration 172Q: 3 clusters Score -2.207972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -22079732.000000 Penalty: 5978.485840
	Iteration 173Q: 3 clusters Score -2.207973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165871 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -22079728.000000 Penalty: 5978.485840
	Iteration 174Q: 3 clusters Score -2.207973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -22079734.000000 Penalty: 5978.485840
	Iteration 175Q: 3 clusters Score -2.207973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -22079738.000000 Penalty: 5978.485840
	Iteration 176Q: 3 clusters Score -2.207974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -22079734.000000 Penalty: 5978.485840
	Iteration 177Q: 3 clusters Score -2.207973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22079730.000000 Penalty: 5978.485840
	Iteration 178Q: 3 clusters Score -2.207973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -22079712.000000 Penalty: 5978.485840
	Iteration 179Q: 3 clusters Score -2.207971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -22079664.000000 Penalty: 5978.485840
	Iteration 180F: 3 clusters Score -2.207966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -22079700.000000 Penalty: 5978.485840
	Iteration 181Q: 3 clusters Score -2.20797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -22079702.000000 Penalty: 5978.485840
	Iteration 182Q: 3 clusters Score -2.20797e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166223 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -22079658.000000 Penalty: 5978.485840
	Iteration 183Q: 3 clusters Score -2.207966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -22079662.000000 Penalty: 5978.485840
	Iteration 184Q: 3 clusters Score -2.207966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166285 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -22079684.000000 Penalty: 5978.485840
	Iteration 185Q: 3 clusters Score -2.207968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22079668.000000 Penalty: 5978.485840
	Iteration 186Q: 3 clusters Score -2.207967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22079700.000000 Penalty: 5978.485840
	Iteration 187Q: 3 clusters Score -2.20797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -22079700.000000 Penalty: 5978.485840
	Iteration 188Q: 3 clusters Score -2.20797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -22079702.000000 Penalty: 5978.485840
	Iteration 189Q: 3 clusters Score -2.20797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -22079712.000000 Penalty: 5978.485840
	Iteration 190Q: 3 clusters Score -2.207971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -22079700.000000 Penalty: 5978.485840
	Iteration 191Q: 3 clusters Score -2.20797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -22079712.000000 Penalty: 5978.485840
	Iteration 192Q: 3 clusters Score -2.207971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166520 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -22079704.000000 Penalty: 5978.485840
	Iteration 193Q: 3 clusters Score -2.20797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -22079688.000000 Penalty: 5978.485840
	Iteration 194Q: 3 clusters Score -2.207969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166573 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -22079676.000000 Penalty: 5978.485840
	Iteration 195Q: 3 clusters Score -2.207968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -22079650.000000 Penalty: 5978.485840
	Iteration 196Q: 3 clusters Score -2.207965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -22079636.000000 Penalty: 5978.485840
	Iteration 197Q: 3 clusters Score -2.207964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -22079630.000000 Penalty: 5978.485840
	Iteration 198Q: 3 clusters Score -2.207963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -22079630.000000 Penalty: 5978.485840
	Iteration 199Q: 3 clusters Score -2.207963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -22079634.000000 Penalty: 5978.485840
	Iteration 200F: 3 clusters Score -2.207963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 201Q: 3 clusters Score -2.207962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -22079628.000000 Penalty: 5978.485840
	Iteration 202Q: 3 clusters Score -2.207963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 203Q: 3 clusters Score -2.207962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -22079612.000000 Penalty: 5978.485840
	Iteration 204Q: 3 clusters Score -2.207961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22079616.000000 Penalty: 5978.485840
	Iteration 205Q: 3 clusters Score -2.207962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 206Q: 3 clusters Score -2.207962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 207Q: 3 clusters Score -2.207962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166755 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22079618.000000 Penalty: 5978.485840
	Iteration 208Q: 3 clusters Score -2.207962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -22079620.000000 Penalty: 5978.485840
	Iteration 209Q: 3 clusters Score -2.207962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -22079618.000000 Penalty: 5978.485840
	Iteration 210Q: 3 clusters Score -2.207962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 211Q: 3 clusters Score -2.207962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -22079638.000000 Penalty: 5978.485840
	Iteration 212Q: 3 clusters Score -2.207964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -22079622.000000 Penalty: 5978.485840
	Iteration 213Q: 3 clusters Score -2.207962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -22079606.000000 Penalty: 5978.485840
	Iteration 214Q: 3 clusters Score -2.207961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -22079616.000000 Penalty: 5978.485840
	Iteration 215Q: 3 clusters Score -2.207962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -22079614.000000 Penalty: 5978.485840
	Iteration 216Q: 3 clusters Score -2.207961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -22079614.000000 Penalty: 5978.485840
	Iteration 217Q: 3 clusters Score -2.207961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22079638.000000 Penalty: 5978.485840
	Iteration 218Q: 3 clusters Score -2.207964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -22079608.000000 Penalty: 5978.485840
	Iteration 219Q: 3 clusters Score -2.207961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -22079592.000000 Penalty: 5978.485840
	Iteration 220F: 3 clusters Score -2.207959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -22079592.000000 Penalty: 5978.485840
	Iteration 221Q: 3 clusters Score -2.207959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -22079598.000000 Penalty: 5978.485840
	Iteration 222Q: 3 clusters Score -2.20796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -22079580.000000 Penalty: 5978.485840
	Iteration 223Q: 3 clusters Score -2.207958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22079594.000000 Penalty: 5978.485840
	Iteration 224Q: 3 clusters Score -2.207959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -22079604.000000 Penalty: 5978.485840
	Iteration 225Q: 3 clusters Score -2.20796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22079564.000000 Penalty: 5978.485840
	Iteration 226Q: 3 clusters Score -2.207956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -22079560.000000 Penalty: 5978.485840
	Iteration 227Q: 3 clusters Score -2.207956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -22079570.000000 Penalty: 5978.485840
	Iteration 228Q: 3 clusters Score -2.207957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -22079544.000000 Penalty: 5978.485840
	Iteration 229Q: 3 clusters Score -2.207954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -22079518.000000 Penalty: 5978.485840
	Iteration 230Q: 3 clusters Score -2.207952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -22079520.000000 Penalty: 5978.485840
	Iteration 231Q: 3 clusters Score -2.207952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22079496.000000 Penalty: 5978.485840
	Iteration 232Q: 3 clusters Score -2.20795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -22079478.000000 Penalty: 5978.485840
	Iteration 233Q: 3 clusters Score -2.207948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167472 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -22079480.000000 Penalty: 5978.485840
	Iteration 234Q: 3 clusters Score -2.207948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -22079480.000000 Penalty: 5978.485840
	Iteration 235Q: 3 clusters Score -2.207948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -22079478.000000 Penalty: 5978.485840
	Iteration 236Q: 3 clusters Score -2.207948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -22079492.000000 Penalty: 5978.485840
	Iteration 237Q: 3 clusters Score -2.207949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -22079484.000000 Penalty: 5978.485840
	Iteration 238Q: 3 clusters Score -2.207948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167601 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -22079468.000000 Penalty: 5978.485840
	Iteration 239Q: 3 clusters Score -2.207947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167628 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -22079458.000000 Penalty: 5978.485840
	Iteration 240F: 3 clusters Score -2.207946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -22079438.000000 Penalty: 5978.485840
	Iteration 241Q: 3 clusters Score -2.207944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -22079438.000000 Penalty: 5978.485840
	Iteration 242Q: 3 clusters Score -2.207944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22079446.000000 Penalty: 5978.485840
	Iteration 243Q: 3 clusters Score -2.207945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167734 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -22079428.000000 Penalty: 5978.485840
	Iteration 244Q: 3 clusters Score -2.207943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -22079440.000000 Penalty: 5978.485840
	Iteration 245Q: 3 clusters Score -2.207944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -22079428.000000 Penalty: 5978.485840
	Iteration 246Q: 3 clusters Score -2.207943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -22079432.000000 Penalty: 5978.485840
	Iteration 247Q: 3 clusters Score -2.207943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -22079430.000000 Penalty: 5978.485840
	Iteration 248Q: 3 clusters Score -2.207943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -22079432.000000 Penalty: 5978.485840
	Iteration 249Q: 3 clusters Score -2.207943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167889 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -22079440.000000 Penalty: 5978.485840
	Iteration 250Q: 3 clusters Score -2.207944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167918 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -22079438.000000 Penalty: 5978.485840
	Iteration 251Q: 3 clusters Score -2.207944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -22079436.000000 Penalty: 5978.485840
	Iteration 252Q: 3 clusters Score -2.207944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -22079402.000000 Penalty: 5978.485840
	Iteration 253Q: 3 clusters Score -2.20794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -22079404.000000 Penalty: 5978.485840
	Iteration 254Q: 3 clusters Score -2.20794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22079410.000000 Penalty: 5978.485840
	Iteration 255Q: 3 clusters Score -2.207941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22079386.000000 Penalty: 5978.485840
	Iteration 256Q: 3 clusters Score -2.207939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22079400.000000 Penalty: 5978.485840
	Iteration 257Q: 3 clusters Score -2.20794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -22079394.000000 Penalty: 5978.485840
	Iteration 258Q: 3 clusters Score -2.207939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -22079392.000000 Penalty: 5978.485840
	Iteration 259Q: 3 clusters Score -2.207939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -22079370.000000 Penalty: 5978.485840
	Iteration 260F: 3 clusters Score -2.207937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -22079368.000000 Penalty: 5978.485840
	Iteration 261Q: 3 clusters Score -2.207937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -22079404.000000 Penalty: 5978.485840
	Iteration 262Q: 3 clusters Score -2.20794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168179 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -22079378.000000 Penalty: 5978.485840
	Iteration 263Q: 3 clusters Score -2.207938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22079374.000000 Penalty: 5978.485840
	Iteration 264Q: 3 clusters Score -2.207937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -22079354.000000 Penalty: 5978.485840
	Iteration 265Q: 3 clusters Score -2.207935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -22079350.000000 Penalty: 5978.485840
	Iteration 266Q: 3 clusters Score -2.207935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -22079358.000000 Penalty: 5978.485840
	Iteration 267Q: 3 clusters Score -2.207936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -22079384.000000 Penalty: 5978.485840
	Iteration 268Q: 3 clusters Score -2.207938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168355 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -22079370.000000 Penalty: 5978.485840
	Iteration 269Q: 3 clusters Score -2.207937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22079336.000000 Penalty: 5978.485840
	Iteration 270Q: 3 clusters Score -2.207934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22079354.000000 Penalty: 5978.485840
	Iteration 271Q: 3 clusters Score -2.207935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -22079346.000000 Penalty: 5978.485840
	Iteration 272Q: 3 clusters Score -2.207935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22079326.000000 Penalty: 5978.485840
	Iteration 273Q: 3 clusters Score -2.207933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -22079338.000000 Penalty: 5978.485840
	Iteration 274Q: 3 clusters Score -2.207934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22079304.000000 Penalty: 5978.485840
	Iteration 275Q: 3 clusters Score -2.20793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22079328.000000 Penalty: 5978.485840
	Iteration 276Q: 3 clusters Score -2.207933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22079308.000000 Penalty: 5978.485840
	Iteration 277Q: 3 clusters Score -2.207931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -22079296.000000 Penalty: 5978.485840
	Iteration 278Q: 3 clusters Score -2.20793e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168687 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22079268.000000 Penalty: 5978.485840
	Iteration 279Q: 3 clusters Score -2.207927e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22079260.000000 Penalty: 5978.485840
	Iteration 280F: 3 clusters Score -2.207926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22079296.000000 Penalty: 5978.485840
	Iteration 281Q: 3 clusters Score -2.20793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -22079306.000000 Penalty: 5978.485840
	Iteration 282Q: 3 clusters Score -2.207931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22079294.000000 Penalty: 5978.485840
	Iteration 283Q: 3 clusters Score -2.207929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -22079302.000000 Penalty: 5978.485840
	Iteration 284Q: 3 clusters Score -2.20793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22079288.000000 Penalty: 5978.485840
	Iteration 285Q: 3 clusters Score -2.207929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22079308.000000 Penalty: 5978.485840
	Iteration 286Q: 3 clusters Score -2.207931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22079350.000000 Penalty: 5978.485840
	Iteration 287Q: 3 clusters Score -2.207935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169080 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -22079292.000000 Penalty: 5978.485840
	Iteration 288Q: 3 clusters Score -2.207929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169102 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22079318.000000 Penalty: 5978.485840
	Iteration 289Q: 3 clusters Score -2.207932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22079302.000000 Penalty: 5978.485840
	Iteration 290Q: 3 clusters Score -2.20793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22079296.000000 Penalty: 5978.485840
	Iteration 291Q: 3 clusters Score -2.20793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -22079320.000000 Penalty: 5978.485840
	Iteration 292Q: 3 clusters Score -2.207932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22079300.000000 Penalty: 5978.485840
	Iteration 293Q: 3 clusters Score -2.20793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169227 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -22079326.000000 Penalty: 5978.485840
	Iteration 294Q: 3 clusters Score -2.207933e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22079304.000000 Penalty: 5978.485840
	Iteration 295Q: 3 clusters Score -2.20793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -22079304.000000 Penalty: 5978.485840
	Iteration 296Q: 3 clusters Score -2.20793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -22079296.000000 Penalty: 5978.485840
	Iteration 297Q: 3 clusters Score -2.20793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22079288.000000 Penalty: 5978.485840
	Iteration 298Q: 3 clusters Score -2.207929e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -22079278.000000 Penalty: 5978.485840
	Iteration 299Q: 3 clusters Score -2.207928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -22079298.000000 Penalty: 5978.485840
	Iteration 300F: 3 clusters Score -2.20793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169466 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22079304.000000 Penalty: 5978.485840
	Iteration 301Q: 3 clusters Score -2.20793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22079288.000000 Penalty: 5978.485840
	Iteration 302Q: 3 clusters Score -2.207929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22079264.000000 Penalty: 5978.485840
	Iteration 303Q: 3 clusters Score -2.207926e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22079272.000000 Penalty: 5978.485840
	Iteration 304Q: 3 clusters Score -2.207927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22079236.000000 Penalty: 5978.485840
	Iteration 305Q: 3 clusters Score -2.207924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -22079234.000000 Penalty: 5978.485840
	Iteration 306Q: 3 clusters Score -2.207923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22079218.000000 Penalty: 5978.485840
	Iteration 307Q: 3 clusters Score -2.207922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22079232.000000 Penalty: 5978.485840
	Iteration 308Q: 3 clusters Score -2.207923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169714 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22079234.000000 Penalty: 5978.485840
	Iteration 309Q: 3 clusters Score -2.207923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -22079238.000000 Penalty: 5978.485840
	Iteration 310Q: 3 clusters Score -2.207924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -22079242.000000 Penalty: 5978.485840
	Iteration 311Q: 3 clusters Score -2.207924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169809 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -22079248.000000 Penalty: 5978.485840
	Iteration 312Q: 3 clusters Score -2.207925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22079228.000000 Penalty: 5978.485840
	Iteration 313Q: 3 clusters Score -2.207923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169880 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22079204.000000 Penalty: 5978.485840
	Iteration 314Q: 3 clusters Score -2.20792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -22079194.000000 Penalty: 5978.485840
	Iteration 315Q: 3 clusters Score -2.207919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22079196.000000 Penalty: 5978.485840
	Iteration 316Q: 3 clusters Score -2.20792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22079194.000000 Penalty: 5978.485840
	Iteration 317Q: 3 clusters Score -2.207919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -22079188.000000 Penalty: 5978.485840
	Iteration 318Q: 3 clusters Score -2.207919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170029 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22079172.000000 Penalty: 5978.485840
	Iteration 319Q: 3 clusters Score -2.207917e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22079202.000000 Penalty: 5978.485840
	Iteration 320F: 3 clusters Score -2.20792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -22079228.000000 Penalty: 5978.485840
	Iteration 321Q: 3 clusters Score -2.207923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170125 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22079238.000000 Penalty: 5978.485840
	Iteration 322Q: 3 clusters Score -2.207924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22079228.000000 Penalty: 5978.485840
	Iteration 323Q: 3 clusters Score -2.207923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22079238.000000 Penalty: 5978.485840
	Iteration 324Q: 3 clusters Score -2.207924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170205 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22079222.000000 Penalty: 5978.485840
	Iteration 325Q: 3 clusters Score -2.207922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22079216.000000 Penalty: 5978.485840
	Iteration 326Q: 3 clusters Score -2.207922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22079226.000000 Penalty: 5978.485840
	Iteration 327Q: 3 clusters Score -2.207923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22079238.000000 Penalty: 5978.485840
	Iteration 328Q: 3 clusters Score -2.207924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22079236.000000 Penalty: 5978.485840
	Iteration 329Q: 3 clusters Score -2.207924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22079244.000000 Penalty: 5978.485840
	Iteration 330Q: 3 clusters Score -2.207924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22079252.000000 Penalty: 5978.485840
	Iteration 331Q: 3 clusters Score -2.207925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22079262.000000 Penalty: 5978.485840
	Iteration 332Q: 3 clusters Score -2.207926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170313 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22079250.000000 Penalty: 5978.485840
	Iteration 333Q: 3 clusters Score -2.207925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22079256.000000 Penalty: 5978.485840
	Iteration 334Q: 3 clusters Score -2.207926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22079270.000000 Penalty: 5978.485840
	Iteration 335Q: 3 clusters Score -2.207927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170346 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22079272.000000 Penalty: 5978.485840
	Iteration 336Q: 3 clusters Score -2.207927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170351 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22079290.000000 Penalty: 5978.485840
	Iteration 337Q: 3 clusters Score -2.207929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22079284.000000 Penalty: 5978.485840
	Iteration 338Q: 3 clusters Score -2.207928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170355 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22079284.000000 Penalty: 5978.485840
	Iteration 339Q: 3 clusters Score -2.207928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22079274.000000 Penalty: 5978.485840
	Iteration 340F: 3 clusters Score -2.207927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22079290.000000 Penalty: 5978.485840
	Iteration 341Q: 3 clusters Score -2.207929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22079292.000000 Penalty: 5978.485840
	Iteration 342Q: 3 clusters Score -2.207929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22079296.000000 Penalty: 5978.485840
	Iteration 343Q: 3 clusters Score -2.20793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -22079298.000000 Penalty: 5978.485840
	Iteration 344Q: 3 clusters Score -2.20793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170376 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22079286.000000 Penalty: 5978.485840
	Iteration 345Q: 3 clusters Score -2.207929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170376 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22079286.000000 Penalty: 5978.485840
	Iteration 346Q: 3 clusters Score -2.207929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170378 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -22079272.000000 Penalty: 5978.485840
	Iteration 347Q: 3 clusters Score -2.207927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170379 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22079272.000000 Penalty: 5978.485840
	Iteration 348Q: 3 clusters Score -2.207927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22079274.000000 Penalty: 5978.485840
	Iteration 349Q: 3 clusters Score -2.207927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22079274.000000 Penalty: 5978.485840
	Iteration 350F: 3 clusters Score -2.207927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88165.023438 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88165.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86477.671875 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86477.67 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86715.351562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86715.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86791.453125 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86791.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86830.414062 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86830.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86855.609375 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86855.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86869.421875 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86869.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86875.351562 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86875.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86882.281250 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -86882.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86891.093750 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -86891.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86897.695312 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -86897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86901.039062 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -86901.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86924.312500 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -86924.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86946.367188 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -86946.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86955.617188 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -86955.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86961.914062 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -86961.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86963.054688 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -86963.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86967.320312 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -86967.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86968.460938 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -86968.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86976.117188 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -86976.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86981.445312 Penalty: 3275.556152
	Iteration 19Q: 3 clusters Score -86981.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86986.453125 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -86986.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86992.148438 Penalty: 3275.556152
	Iteration 21Q: 3 clusters Score -86992.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86999.484375 Penalty: 3275.556152
	Iteration 22Q: 3 clusters Score -86999.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87004.156250 Penalty: 3275.556152
	Iteration 23Q: 3 clusters Score -87004.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87006.453125 Penalty: 3275.556152
	Iteration 24Q: 3 clusters Score -87006.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87008.640625 Penalty: 3275.556152
	Iteration 25Q: 3 clusters Score -87008.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87009.726562 Penalty: 3275.556152
	Iteration 26Q: 3 clusters Score -87009.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87012.765625 Penalty: 3275.556152
	Iteration 27Q: 3 clusters Score -87012.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87015.031250 Penalty: 3275.556152
	Iteration 28Q: 3 clusters Score -87015.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87018.757812 Penalty: 3275.556152
	Iteration 29Q: 3 clusters Score -87018.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87021.382812 Penalty: 3275.556152
	Iteration 30Q: 3 clusters Score -87021.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87025.937500 Penalty: 3275.556152
	Iteration 31Q: 3 clusters Score -87025.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87029.656250 Penalty: 3275.556152
	Iteration 32Q: 3 clusters Score -87029.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87032.828125 Penalty: 3275.556152
	Iteration 33Q: 3 clusters Score -87032.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87041.515625 Penalty: 3275.556152
	Iteration 34Q: 3 clusters Score -87041.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -87066.468750 Penalty: 3275.556152
	Iteration 35Q: 3 clusters Score -87066.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87094.851562 Penalty: 3275.556152
	Iteration 36Q: 3 clusters Score -87094.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -87130.789062 Penalty: 3275.556152
	Iteration 37Q: 3 clusters Score -87130.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87169.640625 Penalty: 3275.556152
	Iteration 38Q: 3 clusters Score -87169.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87194.750000 Penalty: 3275.556152
	Iteration 39Q: 3 clusters Score -87194.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87195.515625 Penalty: 3275.556152
	Iteration 40F: 3 clusters Score -87195.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87199.484375 Penalty: 3275.556152
	Iteration 41Q: 3 clusters Score -87199.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87199.484375 Penalty: 3275.556152
	Iteration 42F: 3 clusters Score -87199.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Entering Unmasked Estep 
Score: -5831368.000000 Penalty: 2655.194824
	Iteration 0F: 2 clusters Score -5831368 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 22268 members 
Entering Unmasked Estep 
Score: -5801294.500000 Penalty: 5310.389648
	Iteration 0F: 3 clusters Score -5801294 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5812531.500000 Penalty: 5310.389648
	Iteration 1F: 3 clusters Score -5812532 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5812983.000000 Penalty: 5310.389648
	Iteration 2Q: 3 clusters Score -5812983 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5813479.000000 Penalty: 5310.389648
	Iteration 3Q: 3 clusters Score -5813479 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5813967.500000 Penalty: 5310.389648
	Iteration 4Q: 3 clusters Score -5813968 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5814492.000000 Penalty: 5310.389648
	Iteration 5Q: 3 clusters Score -5814492 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5815290.000000 Penalty: 5310.389648
	Iteration 6Q: 3 clusters Score -5815290 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5816338.000000 Penalty: 5310.389648
	Iteration 7Q: 3 clusters Score -5816338 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -5817889.500000 Penalty: 5310.389648
	Iteration 8F: 3 clusters Score -5817890 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5820036.500000 Penalty: 5310.389648
	Iteration 9F: 3 clusters Score -5820036 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5822488.000000 Penalty: 5310.389648
	Iteration 10F: 3 clusters Score -5822488 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5824791.500000 Penalty: 5310.389648
	Iteration 11F: 3 clusters Score -5824792 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5826409.000000 Penalty: 5310.389648
	Iteration 12Q: 3 clusters Score -5826409 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5827443.000000 Penalty: 5310.389648
	Iteration 13Q: 3 clusters Score -5827443 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5828125.000000 Penalty: 5310.389648
	Iteration 14Q: 3 clusters Score -5828125 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5828492.000000 Penalty: 5310.389648
	Iteration 15Q: 3 clusters Score -5828492 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5828741.500000 Penalty: 5310.389648
	Iteration 16Q: 3 clusters Score -5828742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5828900.500000 Penalty: 5310.389648
	Iteration 17Q: 3 clusters Score -5828900 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5829000.500000 Penalty: 5310.389648
	Iteration 18Q: 3 clusters Score -5829000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5829068.500000 Penalty: 5310.389648
	Iteration 19Q: 3 clusters Score -5829068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5829134.000000 Penalty: 5310.389648
	Iteration 20F: 3 clusters Score -5829134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5829174.000000 Penalty: 5310.389648
	Iteration 21Q: 3 clusters Score -5829174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5829209.000000 Penalty: 5310.389648
	Iteration 22Q: 3 clusters Score -5829209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5829232.500000 Penalty: 5310.389648
	Iteration 23Q: 3 clusters Score -5829232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5829268.500000 Penalty: 5310.389648
	Iteration 24Q: 3 clusters Score -5829268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5829292.500000 Penalty: 5310.389648
	Iteration 25Q: 3 clusters Score -5829292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5829305.500000 Penalty: 5310.389648
	Iteration 26Q: 3 clusters Score -5829306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5829315.000000 Penalty: 5310.389648
	Iteration 27Q: 3 clusters Score -5829315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5829320.000000 Penalty: 5310.389648
	Iteration 28Q: 3 clusters Score -5829320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5829325.500000 Penalty: 5310.389648
	Iteration 29Q: 3 clusters Score -5829326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5829330.500000 Penalty: 5310.389648
	Iteration 30Q: 3 clusters Score -5829330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5829341.000000 Penalty: 5310.389648
	Iteration 31Q: 3 clusters Score -5829341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5829344.000000 Penalty: 5310.389648
	Iteration 32Q: 3 clusters Score -5829344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5829351.000000 Penalty: 5310.389648
	Iteration 33Q: 3 clusters Score -5829351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5829353.000000 Penalty: 5310.389648
	Iteration 34Q: 3 clusters Score -5829353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5829340.000000 Penalty: 5310.389648
	Iteration 35Q: 3 clusters Score -5829340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5829342.000000 Penalty: 5310.389648
	Iteration 36Q: 3 clusters Score -5829342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5829344.000000 Penalty: 5310.389648
	Iteration 37Q: 3 clusters Score -5829344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5829337.000000 Penalty: 5310.389648
	Iteration 38Q: 3 clusters Score -5829337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5829337.500000 Penalty: 5310.389648
	Iteration 39Q: 3 clusters Score -5829338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5829341.500000 Penalty: 5310.389648
	Iteration 40F: 3 clusters Score -5829342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5829337.000000 Penalty: 5310.389648
	Iteration 41Q: 3 clusters Score -5829337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5829345.500000 Penalty: 5310.389648
	Iteration 42Q: 3 clusters Score -5829346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5829348.000000 Penalty: 5310.389648
	Iteration 43Q: 3 clusters Score -5829348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5829350.500000 Penalty: 5310.389648
	Iteration 44Q: 3 clusters Score -5829350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5829348.500000 Penalty: 5310.389648
	Iteration 45Q: 3 clusters Score -5829348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5829355.500000 Penalty: 5310.389648
	Iteration 46Q: 3 clusters Score -5829356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5829357.000000 Penalty: 5310.389648
	Iteration 47Q: 3 clusters Score -5829357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5829357.000000 Penalty: 5310.389648
	Iteration 48F: 3 clusters Score -5829357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -86722.281250 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -86722.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84979.570312 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -84979.57 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85247.406250 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -85247.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85352.429688 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -85352.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85425.976562 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -85425.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85496.312500 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -85496.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85562.937500 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -85562.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85701.562500 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -85701.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85822.710938 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -85822.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86016.835938 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -86016.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86237.367188 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -86237.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86349.718750 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -86349.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86551.085938 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -86551.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86604.242188 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -86604.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86645.085938 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -86645.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86667.445312 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -86667.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86683.585938 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -86683.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86711.437500 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -86711.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86752.203125 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -86752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86890.015625 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -86890.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86971.851562 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -86971.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87038.250000 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -87038.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87199.109375 Penalty: 3308.700195
	Iteration 21Q: 3 clusters Score -87199.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87380.265625 Penalty: 3308.700195
	Iteration 22Q: 3 clusters Score -87380.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87386.796875 Penalty: 3308.700195
	Iteration 23Q: 3 clusters Score -87386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87388.132812 Penalty: 3308.700195
	Iteration 24Q: 3 clusters Score -87388.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87389.617188 Penalty: 3308.700195
	Iteration 25Q: 3 clusters Score -87389.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87393.203125 Penalty: 3308.700195
	Iteration 26Q: 3 clusters Score -87393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87393.203125 Penalty: 3308.700195
	Iteration 27F: 3 clusters Score -87393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 203789 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 182288 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146618 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26810 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171682 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44642 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 19399 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
Score: -166403104.000000 Penalty: 80372.445312
Splitting cluster 17 changes total score from -166404480.000000 to -166403104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -937119.500000 Penalty: 2204.343262
	Iteration 0F: 2 clusters Score -937119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -931137.125000 Penalty: 4408.686523
	Iteration 0F: 3 clusters Score -931137.1 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -932715.437500 Penalty: 4408.686523
	Iteration 1F: 3 clusters Score -932715.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -932944.125000 Penalty: 4408.686523
	Iteration 2F: 3 clusters Score -932944.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -933088.500000 Penalty: 4408.686523
	Iteration 3Q: 3 clusters Score -933088.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -933185.937500 Penalty: 4408.686523
	Iteration 4Q: 3 clusters Score -933185.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -933264.437500 Penalty: 4408.686523
	Iteration 5Q: 3 clusters Score -933264.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -933344.812500 Penalty: 4408.686523
	Iteration 6Q: 3 clusters Score -933344.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -933434.812500 Penalty: 4408.686523
	Iteration 7Q: 3 clusters Score -933434.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -933540.062500 Penalty: 4408.686523
	Iteration 8Q: 3 clusters Score -933540.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -933658.500000 Penalty: 4408.686523
	Iteration 9Q: 3 clusters Score -933658.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -933806.750000 Penalty: 4408.686523
	Iteration 10Q: 3 clusters Score -933806.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -933953.500000 Penalty: 4408.686523
	Iteration 11Q: 3 clusters Score -933953.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -934088.750000 Penalty: 4408.686523
	Iteration 12Q: 3 clusters Score -934088.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -934240.750000 Penalty: 4408.686523
	Iteration 13Q: 3 clusters Score -934240.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -934411.687500 Penalty: 4408.686523
	Iteration 14Q: 3 clusters Score -934411.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -934600.750000 Penalty: 4408.686523
	Iteration 15Q: 3 clusters Score -934600.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -934802.687500 Penalty: 4408.686523
	Iteration 16Q: 3 clusters Score -934802.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -935024.062500 Penalty: 4408.686523
	Iteration 17Q: 3 clusters Score -935024.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -935216.187500 Penalty: 4408.686523
	Iteration 18Q: 3 clusters Score -935216.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -935357.312500 Penalty: 4408.686523
	Iteration 19Q: 3 clusters Score -935357.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -935459.000000 Penalty: 4408.686523
	Iteration 20F: 3 clusters Score -935459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -935532.125000 Penalty: 4408.686523
	Iteration 21Q: 3 clusters Score -935532.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -935576.062500 Penalty: 4408.686523
	Iteration 22Q: 3 clusters Score -935576.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -935602.062500 Penalty: 4408.686523
	Iteration 23Q: 3 clusters Score -935602.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -935624.875000 Penalty: 4408.686523
	Iteration 24Q: 3 clusters Score -935624.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -935635.750000 Penalty: 4408.686523
	Iteration 25Q: 3 clusters Score -935635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -935638.687500 Penalty: 4408.686523
	Iteration 26Q: 3 clusters Score -935638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -935644.000000 Penalty: 4408.686523
	Iteration 27Q: 3 clusters Score -935644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -935644.375000 Penalty: 4408.686523
	Iteration 28Q: 3 clusters Score -935644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -935648.375000 Penalty: 4408.686523
	Iteration 29Q: 3 clusters Score -935648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -935651.812500 Penalty: 4408.686523
	Iteration 30Q: 3 clusters Score -935651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -935654.437500 Penalty: 4408.686523
	Iteration 31Q: 3 clusters Score -935654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -935658.187500 Penalty: 4408.686523
	Iteration 32Q: 3 clusters Score -935658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -935659.312500 Penalty: 4408.686523
	Iteration 33Q: 3 clusters Score -935659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -935659.875000 Penalty: 4408.686523
	Iteration 34Q: 3 clusters Score -935659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -935662.187500 Penalty: 4408.686523
	Iteration 35Q: 3 clusters Score -935662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -935665.875000 Penalty: 4408.686523
	Iteration 36Q: 3 clusters Score -935665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -935668.500000 Penalty: 4408.686523
	Iteration 37Q: 3 clusters Score -935668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -935670.812500 Penalty: 4408.686523
	Iteration 38Q: 3 clusters Score -935670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -935671.500000 Penalty: 4408.686523
	Iteration 39Q: 3 clusters Score -935671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -935672.250000 Penalty: 4408.686523
	Iteration 40F: 3 clusters Score -935672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -935672.937500 Penalty: 4408.686523
	Iteration 41Q: 3 clusters Score -935672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -935674.250000 Penalty: 4408.686523
	Iteration 42Q: 3 clusters Score -935674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -935674.250000 Penalty: 4408.686523
	Iteration 43Q: 3 clusters Score -935674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -935674.812500 Penalty: 4408.686523
	Iteration 44Q: 3 clusters Score -935674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -935675.312500 Penalty: 4408.686523
	Iteration 45Q: 3 clusters Score -935675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -935675.125000 Penalty: 4408.686523
	Iteration 46Q: 3 clusters Score -935675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -935675.125000 Penalty: 4408.686523
	Iteration 47F: 3 clusters Score -935675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -961907.125000 Penalty: 2212.256592
	Iteration 0F: 2 clusters Score -961907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -955760.812500 Penalty: 4424.513184
	Iteration 0F: 3 clusters Score -955760.8 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -957481.562500 Penalty: 4424.513184
	Iteration 1F: 3 clusters Score -957481.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -957817.250000 Penalty: 4424.513184
	Iteration 2F: 3 clusters Score -957817.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -958125.625000 Penalty: 4424.513184
	Iteration 3F: 3 clusters Score -958125.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -958404.562500 Penalty: 4424.513184
	Iteration 4F: 3 clusters Score -958404.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -958644.125000 Penalty: 4424.513184
	Iteration 5Q: 3 clusters Score -958644.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -958865.562500 Penalty: 4424.513184
	Iteration 6Q: 3 clusters Score -958865.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -959038.125000 Penalty: 4424.513184
	Iteration 7Q: 3 clusters Score -959038.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -959201.875000 Penalty: 4424.513184
	Iteration 8Q: 3 clusters Score -959201.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -959357.812500 Penalty: 4424.513184
	Iteration 9Q: 3 clusters Score -959357.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -959529.812500 Penalty: 4424.513184
	Iteration 10Q: 3 clusters Score -959529.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -959692.437500 Penalty: 4424.513184
	Iteration 11Q: 3 clusters Score -959692.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -959830.125000 Penalty: 4424.513184
	Iteration 12Q: 3 clusters Score -959830.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -959962.687500 Penalty: 4424.513184
	Iteration 13Q: 3 clusters Score -959962.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -960090.125000 Penalty: 4424.513184
	Iteration 14Q: 3 clusters Score -960090.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -960190.750000 Penalty: 4424.513184
	Iteration 15Q: 3 clusters Score -960190.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -960279.875000 Penalty: 4424.513184
	Iteration 16Q: 3 clusters Score -960279.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -960337.875000 Penalty: 4424.513184
	Iteration 17Q: 3 clusters Score -960337.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -960364.125000 Penalty: 4424.513184
	Iteration 18Q: 3 clusters Score -960364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -960371.125000 Penalty: 4424.513184
	Iteration 19Q: 3 clusters Score -960371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -960375.250000 Penalty: 4424.513184
	Iteration 20F: 3 clusters Score -960375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -960382.062500 Penalty: 4424.513184
	Iteration 21Q: 3 clusters Score -960382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -960383.812500 Penalty: 4424.513184
	Iteration 22Q: 3 clusters Score -960383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -960388.625000 Penalty: 4424.513184
	Iteration 23Q: 3 clusters Score -960388.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -960394.500000 Penalty: 4424.513184
	Iteration 24Q: 3 clusters Score -960394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -960396.750000 Penalty: 4424.513184
	Iteration 25Q: 3 clusters Score -960396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -960398.500000 Penalty: 4424.513184
	Iteration 26Q: 3 clusters Score -960398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -960401.875000 Penalty: 4424.513184
	Iteration 27Q: 3 clusters Score -960401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -960402.500000 Penalty: 4424.513184
	Iteration 28Q: 3 clusters Score -960402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -960405.062500 Penalty: 4424.513184
	Iteration 29Q: 3 clusters Score -960405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -960409.562500 Penalty: 4424.513184
	Iteration 30Q: 3 clusters Score -960409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -960407.500000 Penalty: 4424.513184
	Iteration 31Q: 3 clusters Score -960407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -960408.562500 Penalty: 4424.513184
	Iteration 32Q: 3 clusters Score -960408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -960410.312500 Penalty: 4424.513184
	Iteration 33Q: 3 clusters Score -960410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -960409.812500 Penalty: 4424.513184
	Iteration 34Q: 3 clusters Score -960409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -960409.812500 Penalty: 4424.513184
	Iteration 35F: 3 clusters Score -960409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -227371.734375 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -227371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224892.250000 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -224892.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -225439.875000 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -225439.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -225687.281250 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -225687.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -225921.578125 Penalty: 3746.690186
	Iteration 3F: 3 clusters Score -225921.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -226180.812500 Penalty: 3746.690186
	Iteration 4F: 3 clusters Score -226180.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -226494.531250 Penalty: 3746.690186
	Iteration 5F: 3 clusters Score -226494.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226683.343750 Penalty: 3746.690186
	Iteration 6F: 3 clusters Score -226683.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -226784.906250 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -226784.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -226832.593750 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -226832.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -226853.312500 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -226853.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -226864.781250 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -226864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -226871.718750 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -226871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -226873.703125 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -226873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -226877.187500 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -226877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -226877.109375 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -226877.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -226877.109375 Penalty: 3746.690186
	Iteration 15F: 3 clusters Score -226877.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Entering Unmasked Estep 
Score: -2487356.750000 Penalty: 2448.498291
	Iteration 0F: 2 clusters Score -2487357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2473574.000000 Penalty: 4896.996582
	Iteration 0F: 3 clusters Score -2473574 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2478175.250000 Penalty: 4896.996582
	Iteration 1F: 3 clusters Score -2478175 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2478490.750000 Penalty: 4896.996582
	Iteration 2F: 3 clusters Score -2478491 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2478756.750000 Penalty: 4896.996582
	Iteration 3Q: 3 clusters Score -2478757 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2478990.500000 Penalty: 4896.996582
	Iteration 4Q: 3 clusters Score -2478990 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2479209.750000 Penalty: 4896.996582
	Iteration 5Q: 3 clusters Score -2479210 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2479474.500000 Penalty: 4896.996582
	Iteration 6Q: 3 clusters Score -2479474 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2479825.500000 Penalty: 4896.996582
	Iteration 7Q: 3 clusters Score -2479826 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2480340.500000 Penalty: 4896.996582
	Iteration 8Q: 3 clusters Score -2480340 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2481024.750000 Penalty: 4896.996582
	Iteration 9F: 3 clusters Score -2481025 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2481940.750000 Penalty: 4896.996582
	Iteration 10F: 3 clusters Score -2481941 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2482988.750000 Penalty: 4896.996582
	Iteration 11F: 3 clusters Score -2482989 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2483817.250000 Penalty: 4896.996582
	Iteration 12Q: 3 clusters Score -2483817 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2484409.250000 Penalty: 4896.996582
	Iteration 13Q: 3 clusters Score -2484409 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2484743.000000 Penalty: 4896.996582
	Iteration 14Q: 3 clusters Score -2484743 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2484911.000000 Penalty: 4896.996582
	Iteration 15Q: 3 clusters Score -2484911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2485006.500000 Penalty: 4896.996582
	Iteration 16Q: 3 clusters Score -2485006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2485066.000000 Penalty: 4896.996582
	Iteration 17Q: 3 clusters Score -2485066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2485102.500000 Penalty: 4896.996582
	Iteration 18Q: 3 clusters Score -2485102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2485120.250000 Penalty: 4896.996582
	Iteration 19Q: 3 clusters Score -2485120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2485134.250000 Penalty: 4896.996582
	Iteration 20F: 3 clusters Score -2485134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2485144.500000 Penalty: 4896.996582
	Iteration 21Q: 3 clusters Score -2485144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2485144.500000 Penalty: 4896.996582
	Iteration 22Q: 3 clusters Score -2485144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2485149.750000 Penalty: 4896.996582
	Iteration 23Q: 3 clusters Score -2485150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2485154.500000 Penalty: 4896.996582
	Iteration 24Q: 3 clusters Score -2485154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2485153.750000 Penalty: 4896.996582
	Iteration 25Q: 3 clusters Score -2485154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2485153.750000 Penalty: 4896.996582
	Iteration 26F: 3 clusters Score -2485154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -549743.375000 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -549743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -545614.500000 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -545614.5 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -546542.812500 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -546542.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -546748.812500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -546748.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -546874.812500 Penalty: 4158.296387
	Iteration 3Q: 3 clusters Score -546874.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -546964.562500 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -546964.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -547049.312500 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -547049.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -547108.500000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -547108.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -547154.687500 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -547154.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -547193.812500 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -547193.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -547230.812500 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -547230.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -547259.875000 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -547259.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -547294.000000 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -547294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -547324.937500 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -547324.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -547351.062500 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -547351.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -547371.000000 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -547371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -547383.437500 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -547383.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -547394.375000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -547394.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -547407.562500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -547407.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -547423.500000 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -547423.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -547438.687500 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -547438.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -547450.937500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -547450.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -547458.875000 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -547458.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -547464.187500 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -547464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -547472.000000 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -547472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -547479.937500 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -547479.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -547484.937500 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -547484.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -547491.250000 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -547491.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -547494.500000 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -547494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -547497.187500 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -547497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -547502.250000 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -547502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -547504.875000 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -547504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -547507.312500 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -547507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547508.187500 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -547508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -547511.062500 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -547511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -547511.500000 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -547511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -547511.750000 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -547511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547512.750000 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -547512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -547513.562500 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -547513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547515.437500 Penalty: 4158.296387
	Iteration 38Q: 3 clusters Score -547515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -547516.937500 Penalty: 4158.296387
	Iteration 39Q: 3 clusters Score -547516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547516.375000 Penalty: 4158.296387
	Iteration 40F: 3 clusters Score -547516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 203789 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 182288 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146618 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26810 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171682 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44642 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19399 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404480.000000 Penalty: 76877.992188
Iteration 479Q: 23 clusters Score -1.664045e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197008 members 
Mstep: Class 2 contains 203794 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182280 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146626 members 
Mstep: Class 8 contains 205050 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26806 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171679 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44638 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19394 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404448.000000 Penalty: 76877.992188
Iteration 480F: 23 clusters Score -1.664044e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196995 members 
Mstep: Class 2 contains 203800 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55825 members 
Mstep: Class 5 contains 182267 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146636 members 
Mstep: Class 8 contains 205061 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26804 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171678 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44636 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404608.000000 Penalty: 76877.992188
Iteration 481Q: 23 clusters Score -1.664046e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196987 members 
Mstep: Class 2 contains 203806 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55828 members 
Mstep: Class 5 contains 182263 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146658 members 
Mstep: Class 8 contains 205054 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26799 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171676 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44634 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 22 contains 19395 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404448.000000 Penalty: 76877.992188
Iteration 482Q: 23 clusters Score -1.664044e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196992 members 
Mstep: Class 2 contains 203808 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 182258 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146670 members 
Mstep: Class 8 contains 205057 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26790 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171670 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 19394 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404496.000000 Penalty: 76877.992188
Iteration 483Q: 23 clusters Score -1.664045e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196998 members 
Mstep: Class 2 contains 203815 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 182250 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146681 members 
Mstep: Class 8 contains 205063 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26778 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171659 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404544.000000 Penalty: 76877.992188
Iteration 484Q: 23 clusters Score -1.664045e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197001 members 
Mstep: Class 2 contains 203820 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55832 members 
Mstep: Class 5 contains 182244 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146693 members 
Mstep: Class 8 contains 205068 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26764 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171658 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44629 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19394 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404496.000000 Penalty: 76877.992188
Iteration 485Q: 23 clusters Score -1.664045e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197013 members 
Mstep: Class 2 contains 203825 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55833 members 
Mstep: Class 5 contains 182245 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146697 members 
Mstep: Class 8 contains 205060 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26746 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171659 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44630 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19392 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404400.000000 Penalty: 76877.992188
Iteration 486Q: 23 clusters Score -1.664044e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197017 members 
Mstep: Class 2 contains 203837 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 182236 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146704 members 
Mstep: Class 8 contains 205049 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26734 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171662 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44631 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19393 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404480.000000 Penalty: 76877.992188
Iteration 487Q: 23 clusters Score -1.664045e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197025 members 
Mstep: Class 2 contains 203848 members 
Mstep: Class 3 contains 30355 members 
Mstep: Class 4 contains 55830 members 
Mstep: Class 5 contains 182234 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146718 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26718 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171661 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19391 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404528.000000 Penalty: 76877.992188
Iteration 488Q: 23 clusters Score -1.664045e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197011 members 
Mstep: Class 2 contains 203851 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 182238 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146725 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26709 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171672 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44629 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19392 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404400.000000 Penalty: 76877.992188
Iteration 489Q: 23 clusters Score -1.664044e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 197003 members 
Mstep: Class 2 contains 203850 members 
Mstep: Class 3 contains 30354 members 
Mstep: Class 4 contains 55829 members 
Mstep: Class 5 contains 182248 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146731 members 
Mstep: Class 8 contains 205034 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171679 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44624 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19396 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404400.000000 Penalty: 76877.992188
Iteration 490Q: 23 clusters Score -1.664044e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196998 members 
Mstep: Class 2 contains 203853 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55828 members 
Mstep: Class 5 contains 182248 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146737 members 
Mstep: Class 8 contains 205035 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26688 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171688 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44622 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19395 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404432.000000 Penalty: 76877.992188
Iteration 491Q: 23 clusters Score -1.664044e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 203851 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55827 members 
Mstep: Class 5 contains 182240 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146745 members 
Mstep: Class 8 contains 205044 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26681 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171695 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44622 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19393 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404464.000000 Penalty: 76877.992188
Iteration 492Q: 23 clusters Score -1.664045e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196997 members 
Mstep: Class 2 contains 203850 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55826 members 
Mstep: Class 5 contains 182224 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146757 members 
Mstep: Class 8 contains 205055 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26674 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171696 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44621 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19392 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404464.000000 Penalty: 76877.992188
Iteration 493Q: 23 clusters Score -1.664045e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 203847 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55825 members 
Mstep: Class 5 contains 182225 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146764 members 
Mstep: Class 8 contains 205061 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26668 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171702 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44620 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404448.000000 Penalty: 76877.992188
Iteration 494Q: 23 clusters Score -1.664044e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196982 members 
Mstep: Class 2 contains 203856 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 182231 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146774 members 
Mstep: Class 8 contains 205048 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26659 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171709 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44620 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404448.000000 Penalty: 76877.992188
Iteration 495Q: 23 clusters Score -1.664044e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 203861 members 
Mstep: Class 3 contains 30353 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 182245 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146780 members 
Mstep: Class 8 contains 205041 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26646 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171719 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44619 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19388 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404432.000000 Penalty: 76877.992188
Iteration 496Q: 23 clusters Score -1.664044e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196967 members 
Mstep: Class 2 contains 203866 members 
Mstep: Class 3 contains 30352 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 182249 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146795 members 
Mstep: Class 8 contains 205036 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26632 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171722 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44619 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404496.000000 Penalty: 76877.992188
Iteration 497Q: 23 clusters Score -1.664045e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196969 members 
Mstep: Class 2 contains 203866 members 
Mstep: Class 3 contains 30350 members 
Mstep: Class 4 contains 55818 members 
Mstep: Class 5 contains 182238 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146809 members 
Mstep: Class 8 contains 205037 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26623 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171730 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44617 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19388 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404560.000000 Penalty: 76877.992188
Iteration 498Q: 23 clusters Score -1.664046e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 203866 members 
Mstep: Class 3 contains 30347 members 
Mstep: Class 4 contains 55817 members 
Mstep: Class 5 contains 182220 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146819 members 
Mstep: Class 8 contains 205033 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171746 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44611 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404576.000000 Penalty: 76877.992188
Iteration 499Q: 23 clusters Score -1.664046e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196978 members 
Mstep: Class 2 contains 203866 members 
Mstep: Class 3 contains 30345 members 
Mstep: Class 4 contains 55813 members 
Mstep: Class 5 contains 182211 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 146835 members 
Mstep: Class 8 contains 205032 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 26613 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 171754 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 44607 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 7496 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 22 contains 19388 members 
Mstep: Class 24 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -166404496.000000 Penalty: 76877.992188
Iteration 500F: 23 clusters Score -1.664045e+08 nChanged 91
Maximum iterations exceeded
--- Evaluating fit on full set of 3949715 points ---
Entering Unmasked Estep 
Score: -500600704.000000 Penalty: 82872.023438
25->23 Clusters: Score -500600704.000000, best is -501355008.000000

Main iterations: 0 (time per=infms)
Total iterations: 86008 (time per=730.143017ms)
Iterations metric 2: 10431418597376.000000 (time per=6.020096ns)
Iterations metric 3: 312923062796288.000000 (time per=200.682366ps)

That took 62798.140625 seconds.
